{"data_time": 0.01665528118610382, "eta_seconds": 171554.73055247776, "iteration": 19, "loss_fcos_cls": 1.1136585492640734, "loss_fcos_ctr": 0.6859515849500895, "loss_fcos_loc": 0.9656993821263313, "loss_mask": 0.6931452080607414, "loss_maskiou": 1.1016067247837782, "loss_sem_seg": 3.926337882876396, "lr": 0.00019981, "mask_rcnn/accuracy": 0.6176084812003619, "mask_rcnn/false_negative": 0.16115489221303253, "mask_rcnn/false_positive": 0.7334402856607183, "roi_head/num_bg_samples": 89.75, "roi_head/num_fg_samples": 5.5, "time": 0.6354326065629721, "total_loss": 7.996668114326894} {"data_time": 0.01484428159892559, "eta_seconds": 189200.96471918374, "iteration": 39, "loss_fcos_cls": 1.0177765358239412, "loss_fcos_ctr": 0.6836756160482764, "loss_fcos_loc": 0.9219655357301235, "loss_mask": 0.6931373625993729, "loss_maskiou": 0.17515456909313798, "loss_sem_seg": 2.2169097289443016, "lr": 0.00039960999999999995, "mask_rcnn/accuracy": 0.6277258436269244, "mask_rcnn/false_negative": 0.03975229414682539, "mask_rcnn/false_positive": 0.874773195625669, "roi_head/num_bg_samples": 100.0, "roi_head/num_fg_samples": 9.5, "time": 0.7184711610898376, "total_loss": 5.767495066625997} {"data_time": 0.015066571533679962, "eta_seconds": 192728.91947385296, "iteration": 59, "loss_fcos_cls": 0.9864976713433862, "loss_fcos_ctr": 0.6776736788451672, "loss_fcos_loc": 0.7664766907691956, "loss_mask": 0.6931276768445969, "loss_maskiou": 0.06210081896279007, "loss_sem_seg": 1.5846012085676193, "lr": 0.00059941, "mask_rcnn/accuracy": 0.579579274891775, "mask_rcnn/false_negative": 0.08169230888876185, "mask_rcnn/false_positive": 0.7559684770593955, "roi_head/num_bg_samples": 99.0, "roi_head/num_fg_samples": 7.75, "time": 0.7447735089808702, "total_loss": 4.747420250205323} {"data_time": 0.016651435755193233, "eta_seconds": 196826.40776496008, "iteration": 79, "loss_fcos_cls": 0.9000010062009096, "loss_fcos_ctr": 0.6732790526002645, "loss_fcos_loc": 0.5829319972544909, "loss_mask": 0.6931098960340023, "loss_maskiou": 0.03954766585957259, "loss_sem_seg": 1.2768304124474525, "lr": 0.0007992100000000001, "mask_rcnn/accuracy": 0.5821085692341452, "mask_rcnn/false_negative": 0.0736641110779549, "mask_rcnn/false_positive": 0.8466330149959989, "roi_head/num_bg_samples": 97.0, "roi_head/num_fg_samples": 9.75, "time": 0.7520543755963445, "total_loss": 4.180964201979805} {"data_time": 0.015823345631361008, "eta_seconds": 197959.71699574683, "iteration": 99, "loss_fcos_cls": 0.834747789427638, "loss_fcos_ctr": 0.6764394920319319, "loss_fcos_loc": 0.5712264832109213, "loss_mask": 0.6930895037949085, "loss_maskiou": 0.03857407532632351, "loss_sem_seg": 1.1783492267131805, "lr": 0.00099901, "mask_rcnn/accuracy": 0.5567304898663521, "mask_rcnn/false_negative": 0.10706242969529006, "mask_rcnn/false_positive": 0.8287917386448741, "roi_head/num_bg_samples": 95.0, "roi_head/num_fg_samples": 9.75, "time": 0.7488540234044194, "total_loss": 3.9890689154854044} {"data_time": 0.01558774709701538, "eta_seconds": 199108.18873092532, "iteration": 119, "loss_fcos_cls": 0.8461049161851406, "loss_fcos_ctr": 0.6659812722355127, "loss_fcos_loc": 0.5468044895678759, "loss_mask": 0.6930735409259796, "loss_maskiou": 0.03642115439288318, "loss_sem_seg": 1.080567192286253, "lr": 0.00119881, "mask_rcnn/accuracy": 0.5586787840136054, "mask_rcnn/false_negative": 0.3644661320955275, "mask_rcnn/false_positive": 0.5451564357576508, "roi_head/num_bg_samples": 94.25, "roi_head/num_fg_samples": 12.0, "time": 0.7562440577894449, "total_loss": 3.8225339261698537} {"data_time": 0.01640609372407198, "eta_seconds": 200246.24521494657, "iteration": 139, "loss_fcos_cls": 0.8243715278804302, "loss_fcos_ctr": 0.6697268560528755, "loss_fcos_loc": 0.5476751984097064, "loss_mask": 0.6930305100977421, "loss_maskiou": 0.03981089743319899, "loss_sem_seg": 1.108173605054617, "lr": 0.0013986100000000002, "mask_rcnn/accuracy": 0.5479989597038215, "mask_rcnn/false_negative": 0.45052453427966055, "mask_rcnn/false_positive": 0.46479028828095614, "roi_head/num_bg_samples": 89.25, "roi_head/num_fg_samples": 18.25, "time": 0.7556802481412888, "total_loss": 3.850845861597918} {"data_time": 0.01727164350450039, "eta_seconds": 201295.09957938083, "iteration": 159, "loss_fcos_cls": 0.812596159055829, "loss_fcos_ctr": 0.667149730026722, "loss_fcos_loc": 0.5316237946972251, "loss_mask": 0.6930125467479229, "loss_maskiou": 0.03398134873714298, "loss_sem_seg": 0.9462458603084087, "lr": 0.0015984100000000002, "mask_rcnn/accuracy": 0.5409112522560044, "mask_rcnn/false_negative": 0.5004753269898525, "mask_rcnn/false_positive": 0.4413245277014913, "roi_head/num_bg_samples": 90.5, "roi_head/num_fg_samples": 16.5, "time": 0.7723079929128289, "total_loss": 3.680078297969885} {"data_time": 0.015881232917308807, "eta_seconds": 201918.72776903305, "iteration": 179, "loss_fcos_cls": 0.7685818430036306, "loss_fcos_ctr": 0.6705859210342169, "loss_fcos_loc": 0.520788399502635, "loss_mask": 0.6929664649069309, "loss_maskiou": 0.03442847030237317, "loss_sem_seg": 0.9276822153478861, "lr": 0.0017982099999999997, "mask_rcnn/accuracy": 0.5415640943877551, "mask_rcnn/false_negative": 0.7219829800301065, "mask_rcnn/false_positive": 0.3256306125007332, "roi_head/num_bg_samples": 82.25, "roi_head/num_fg_samples": 26.0, "time": 0.7554237237200141, "total_loss": 3.6325407619588077} {"data_time": 0.015600888058543205, "eta_seconds": 202612.14751141705, "iteration": 199, "loss_fcos_cls": 0.708849074319005, "loss_fcos_ctr": 0.6719706645235419, "loss_fcos_loc": 0.5096051786094904, "loss_mask": 0.6928755864501, "loss_maskiou": 0.027994364238111302, "loss_sem_seg": 0.886842442676425, "lr": 0.00199801, "mask_rcnn/accuracy": 0.5839582398893624, "mask_rcnn/false_negative": 0.5063566919435765, "mask_rcnn/false_positive": 0.4500523304488102, "roi_head/num_bg_samples": 85.0, "roi_head/num_fg_samples": 22.75, "time": 0.7780884644016623, "total_loss": 3.5061759103264194} {"data_time": 0.015688221901655197, "eta_seconds": 203536.00155473594, "iteration": 219, "loss_fcos_cls": 0.7337101297453046, "loss_fcos_ctr": 0.6605606330558658, "loss_fcos_loc": 0.48184239491820335, "loss_mask": 0.6926373839378357, "loss_maskiou": 0.02776969183832989, "loss_sem_seg": 0.8598160091787577, "lr": 0.00219781, "mask_rcnn/accuracy": 0.5738277453838678, "mask_rcnn/false_negative": 0.3849439754275887, "mask_rcnn/false_positive": 0.39899790275927605, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 31.75, "time": 0.7720659160986543, "total_loss": 3.474600258432474} {"data_time": 0.019404346123337746, "eta_seconds": 204098.64793477114, "iteration": 239, "loss_fcos_cls": 0.7084400122985244, "loss_fcos_ctr": 0.6627078112214804, "loss_fcos_loc": 0.4851422095671296, "loss_mask": 0.6927577927708626, "loss_maskiou": 0.02470155747141689, "loss_sem_seg": 0.7632497828453779, "lr": 0.00239761, "mask_rcnn/accuracy": 0.5615611763573354, "mask_rcnn/false_negative": 0.6801744139580899, "mask_rcnn/false_positive": 0.26245132584002007, "roi_head/num_bg_samples": 81.75, "roi_head/num_fg_samples": 27.0, "time": 0.7809840124100447, "total_loss": 3.322965680505149} {"data_time": 0.017583929002285004, "eta_seconds": 204650.8153450573, "iteration": 259, "loss_fcos_cls": 0.6863726731389761, "loss_fcos_ctr": 0.6603228729218245, "loss_fcos_loc": 0.4624882908537984, "loss_mask": 0.6926640868186951, "loss_maskiou": 0.02722014841856435, "loss_sem_seg": 0.8276483938097954, "lr": 0.00259741, "mask_rcnn/accuracy": 0.5813588559124274, "mask_rcnn/false_negative": 0.3418651360699608, "mask_rcnn/false_positive": 0.47172182787561645, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 27.5, "time": 0.7909031184390187, "total_loss": 3.371979450021172} {"data_time": 0.01625587698072195, "eta_seconds": 205129.59927097242, "iteration": 279, "loss_fcos_cls": 0.6819497067481279, "loss_fcos_ctr": 0.6625083452090621, "loss_fcos_loc": 0.4582966794259846, "loss_mask": 0.6928972713649273, "loss_maskiou": 0.02496392873581499, "loss_sem_seg": 0.7818154972046614, "lr": 0.0027972100000000005, "mask_rcnn/accuracy": 0.5310511975765818, "mask_rcnn/false_negative": 0.5451415828148414, "mask_rcnn/false_positive": 0.34003654218747437, "roi_head/num_bg_samples": 81.5, "roi_head/num_fg_samples": 27.0, "time": 0.8023014198988676, "total_loss": 3.2818899729463737} {"data_time": 0.01842702552676201, "eta_seconds": 206292.82822337188, "iteration": 299, "loss_fcos_cls": 0.6834319951012731, "loss_fcos_ctr": 0.6614624774083495, "loss_fcos_loc": 0.4472097931429744, "loss_mask": 0.6926743872463703, "loss_maskiou": 0.023734900576528162, "loss_sem_seg": 0.7431853953748941, "lr": 0.00299701, "mask_rcnn/accuracy": 0.532810222303207, "mask_rcnn/false_negative": 0.3937070662519131, "mask_rcnn/false_positive": 0.4769653611800908, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.75, "time": 0.809086692519486, "total_loss": 3.2443968245061114} {"data_time": 0.015563881024718285, "eta_seconds": 206720.1501081735, "iteration": 319, "loss_fcos_cls": 0.6524272309616208, "loss_fcos_ctr": 0.6612558802589774, "loss_fcos_loc": 0.44857788272202015, "loss_mask": 0.6927711963653564, "loss_maskiou": 0.024016977607971057, "loss_sem_seg": 0.7422922751866281, "lr": 0.00319681, "mask_rcnn/accuracy": 0.5503700121352889, "mask_rcnn/false_negative": 0.4569949779064083, "mask_rcnn/false_positive": 0.41945110233697014, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.803883302025497, "total_loss": 3.2516389767988585} {"data_time": 0.01603279449045658, "eta_seconds": 207272.71634575725, "iteration": 339, "loss_fcos_cls": 0.6766208233311772, "loss_fcos_ctr": 0.6634344384074211, "loss_fcos_loc": 0.45227539213374257, "loss_mask": 0.6925411000847816, "loss_maskiou": 0.021568559925071895, "loss_sem_seg": 0.8153331875801086, "lr": 0.0033966100000000004, "mask_rcnn/accuracy": 0.579266462682634, "mask_rcnn/false_negative": 0.20667987049883685, "mask_rcnn/false_positive": 0.5537468822812934, "roi_head/num_bg_samples": 80.75, "roi_head/num_fg_samples": 29.75, "time": 0.7975343400612473, "total_loss": 3.335826621798333} {"data_time": 0.014596515335142612, "eta_seconds": 207640.92120589595, "iteration": 359, "loss_fcos_cls": 0.6873051598668098, "loss_fcos_ctr": 0.6584170293062925, "loss_fcos_loc": 0.43815254233777523, "loss_mask": 0.6924716904759407, "loss_maskiou": 0.022579373558983207, "loss_sem_seg": 0.7783575989305973, "lr": 0.00359641, "mask_rcnn/accuracy": 0.5560955668604651, "mask_rcnn/false_negative": 0.5513916071476258, "mask_rcnn/false_positive": 0.3137561151719109, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.25, "time": 0.7827349407598376, "total_loss": 3.3237719558528624} {"data_time": 0.016683093272149563, "eta_seconds": 208162.93522479758, "iteration": 379, "loss_fcos_cls": 0.707172017544508, "loss_fcos_ctr": 0.6616637064144015, "loss_fcos_loc": 0.4299383629113436, "loss_mask": 0.6925296150147915, "loss_maskiou": 0.020620459166821092, "loss_sem_seg": 0.778690836392343, "lr": 0.00379621, "mask_rcnn/accuracy": 0.5369354978833638, "mask_rcnn/false_negative": 0.4632910884989082, "mask_rcnn/false_positive": 0.401418488670158, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.75, "time": 0.7865356067195535, "total_loss": 3.307847192743793} {"data_time": 0.015047903172671795, "eta_seconds": 208671.83792629838, "iteration": 399, "loss_fcos_cls": 0.6905409097671509, "loss_fcos_ctr": 0.6610103463754058, "loss_fcos_loc": 0.42513271048665047, "loss_mask": 0.6922672726213932, "loss_maskiou": 0.02378838779986836, "loss_sem_seg": 0.7805708330124617, "lr": 0.00399601, "mask_rcnn/accuracy": 0.5751559230513312, "mask_rcnn/false_negative": 0.35090062480503914, "mask_rcnn/false_positive": 0.5043961595348637, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 33.25, "time": 0.806528371758759, "total_loss": 3.2742652660090243} {"data_time": 0.017641836777329445, "eta_seconds": 209032.2243150631, "iteration": 419, "loss_fcos_cls": 0.6324019664898515, "loss_fcos_ctr": 0.6584268566220999, "loss_fcos_loc": 0.4253103993833065, "loss_mask": 0.6921577826142311, "loss_maskiou": 0.020355936074338388, "loss_sem_seg": 0.721994748339057, "lr": 0.00419581, "mask_rcnn/accuracy": 0.5687432867883996, "mask_rcnn/false_negative": 0.38115450521008765, "mask_rcnn/false_positive": 0.5383799689828123, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 35.0, "time": 0.8081381442025304, "total_loss": 3.1333892767579528} {"data_time": 0.01489009615033865, "eta_seconds": 209250.98255206365, "iteration": 439, "loss_fcos_cls": 0.6303133945912123, "loss_fcos_ctr": 0.6552272667177022, "loss_fcos_loc": 0.42126072430983186, "loss_mask": 0.6922551989555359, "loss_maskiou": 0.019039245205931365, "loss_sem_seg": 0.7819891925901175, "lr": 0.00439561, "mask_rcnn/accuracy": 0.564281109771616, "mask_rcnn/false_negative": 0.37098528449075335, "mask_rcnn/false_positive": 0.5168762827919879, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.8120744274929166, "total_loss": 3.202536577860883} {"data_time": 0.017860746011137962, "eta_seconds": 209410.91012032516, "iteration": 459, "loss_fcos_cls": 0.6353441206738353, "loss_fcos_ctr": 0.6584331300109625, "loss_fcos_loc": 0.42960228491574526, "loss_mask": 0.6921734362840652, "loss_maskiou": 0.02463654753228184, "loss_sem_seg": 0.7649258533492684, "lr": 0.00459541, "mask_rcnn/accuracy": 0.5172874906358539, "mask_rcnn/false_negative": 0.47766543674419226, "mask_rcnn/false_positive": 0.35363475487480167, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 34.75, "time": 0.8156377738341689, "total_loss": 3.1861251902300864} {"data_time": 0.017503850162029266, "eta_seconds": 209571.6317042131, "iteration": 479, "loss_fcos_cls": 0.6270602466538548, "loss_fcos_ctr": 0.6550562363117933, "loss_fcos_loc": 0.41075765527784824, "loss_mask": 0.6917214691638947, "loss_maskiou": 0.0202592623536475, "loss_sem_seg": 0.7736774906516075, "lr": 0.00479521, "mask_rcnn/accuracy": 0.5881002400960385, "mask_rcnn/false_negative": 0.38860168511107496, "mask_rcnn/false_positive": 0.5457821892732745, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7859331965446472, "total_loss": 3.212467677651148} {"data_time": 0.015484695322811604, "eta_seconds": 209954.95484710485, "iteration": 499, "loss_fcos_cls": 0.6024249698966742, "loss_fcos_ctr": 0.657789321616292, "loss_fcos_loc": 0.40727135399356484, "loss_mask": 0.6920241117477417, "loss_maskiou": 0.02088782290229574, "loss_sem_seg": 0.6614959817379713, "lr": 0.00499501, "mask_rcnn/accuracy": 0.5077480737192837, "mask_rcnn/false_negative": 0.7155021114512244, "mask_rcnn/false_positive": 0.29813557401466484, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.75, "time": 0.7966863177716732, "total_loss": 3.098554740427062} {"data_time": 0.01586149074137211, "eta_seconds": 210027.3614603961, "iteration": 519, "loss_fcos_cls": 0.5886322073638439, "loss_fcos_ctr": 0.656728470697999, "loss_fcos_loc": 0.4191765710711479, "loss_mask": 0.6915888041257858, "loss_maskiou": 0.02194251530454494, "loss_sem_seg": 0.66756996139884, "lr": 0.00519481, "mask_rcnn/accuracy": 0.5537625764591552, "mask_rcnn/false_negative": 0.6057421010146539, "mask_rcnn/false_positive": 0.3294540175120707, "roi_head/num_bg_samples": 81.0, "roi_head/num_fg_samples": 25.75, "time": 0.7935229577124119, "total_loss": 3.0630545443709707} {"data_time": 0.0157886678352952, "eta_seconds": 210061.6665521674, "iteration": 539, "loss_fcos_cls": 0.6184965139254928, "loss_fcos_ctr": 0.6517500691115856, "loss_fcos_loc": 0.40445710241328925, "loss_mask": 0.6916189268231392, "loss_maskiou": 0.01966951104651571, "loss_sem_seg": 0.692114295437932, "lr": 0.005394610000000001, "mask_rcnn/accuracy": 0.5556159324367256, "mask_rcnn/false_negative": 0.4299381079398878, "mask_rcnn/false_positive": 0.40686870047862295, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.5, "time": 0.7876669680699706, "total_loss": 3.097404848882718} {"data_time": 0.015556775964796543, "eta_seconds": 210318.97826789133, "iteration": 559, "loss_fcos_cls": 0.5820781225338578, "loss_fcos_ctr": 0.653192890342325, "loss_fcos_loc": 0.4018364413641393, "loss_mask": 0.6914782524108887, "loss_maskiou": 0.018080365989590064, "loss_sem_seg": 0.7319784555584192, "lr": 0.005594410000000001, "mask_rcnn/accuracy": 0.5926245498199281, "mask_rcnn/false_negative": 0.44399679409987125, "mask_rcnn/false_positive": 0.35417422525780345, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.8136126138269901, "total_loss": 3.0624296822352335} {"data_time": 0.015856017358601093, "eta_seconds": 210581.0164071601, "iteration": 579, "loss_fcos_cls": 0.6023171879351139, "loss_fcos_ctr": 0.6547659570351243, "loss_fcos_loc": 0.4049750571139157, "loss_mask": 0.6918582282960415, "loss_maskiou": 0.01672548893839121, "loss_sem_seg": 0.7173000881448388, "lr": 0.00579421, "mask_rcnn/accuracy": 0.5696940919471634, "mask_rcnn/false_negative": 0.4552144256205721, "mask_rcnn/false_positive": 0.3713768290023468, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.75, "time": 0.8040132550522685, "total_loss": 3.075333069660701} {"data_time": 0.01527752261608839, "eta_seconds": 210789.61268471275, "iteration": 599, "loss_fcos_cls": 0.580168642103672, "loss_fcos_ctr": 0.6535601476207376, "loss_fcos_loc": 0.3984478465281427, "loss_mask": 0.6912918724119663, "loss_maskiou": 0.016287072328850627, "loss_sem_seg": 0.6558127291500568, "lr": 0.00599401, "mask_rcnn/accuracy": 0.6293556532683331, "mask_rcnn/false_negative": 0.1766035141289541, "mask_rcnn/false_positive": 0.655956855545112, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.25, "time": 0.80869559943676, "total_loss": 2.985415695642587} {"data_time": 0.01546506304293871, "eta_seconds": 210925.2915917551, "iteration": 619, "loss_fcos_cls": 0.5773206860758364, "loss_fcos_ctr": 0.6505832597613335, "loss_fcos_loc": 0.38679165998473763, "loss_mask": 0.690701212733984, "loss_maskiou": 0.01761899929260835, "loss_sem_seg": 0.741284592077136, "lr": 0.00619381, "mask_rcnn/accuracy": 0.558411019673396, "mask_rcnn/false_negative": 0.5349751496164998, "mask_rcnn/false_positive": 0.3757482199866486, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.8013655934482813, "total_loss": 3.0474762673838995} {"data_time": 0.015643786638975143, "eta_seconds": 211138.28927853238, "iteration": 639, "loss_fcos_cls": 0.6165320286527276, "loss_fcos_ctr": 0.652485060505569, "loss_fcos_loc": 0.39752716198563576, "loss_mask": 0.6905429251492023, "loss_maskiou": 0.015845691901631653, "loss_sem_seg": 0.6865259762853384, "lr": 0.00639361, "mask_rcnn/accuracy": 0.5661720859451775, "mask_rcnn/false_negative": 0.40562791559998645, "mask_rcnn/false_positive": 0.3932094225583195, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.8052229695022106, "total_loss": 3.051653864851687} {"data_time": 0.01600398775190115, "eta_seconds": 211310.98788546398, "iteration": 659, "loss_fcos_cls": 0.6225544922053814, "loss_fcos_ctr": 0.6532125379890203, "loss_fcos_loc": 0.4015173022635281, "loss_mask": 0.6908120028674603, "loss_maskiou": 0.016031260456657037, "loss_sem_seg": 0.7434929180890322, "lr": 0.006593410000000001, "mask_rcnn/accuracy": 0.603323438326506, "mask_rcnn/false_negative": 0.3552008577263466, "mask_rcnn/false_positive": 0.37231118075186553, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 39.25, "time": 0.7950195306912065, "total_loss": 3.1419897241294734} {"data_time": 0.018706579692661762, "eta_seconds": 211243.59818349127, "iteration": 679, "loss_fcos_cls": 0.5993077680468559, "loss_fcos_ctr": 0.6498250849545002, "loss_fcos_loc": 0.4059624751098454, "loss_mask": 0.6909491494297981, "loss_maskiou": 0.016059503192082047, "loss_sem_seg": 0.7106658201664686, "lr": 0.006793210000000001, "mask_rcnn/accuracy": 0.5987143364808609, "mask_rcnn/false_negative": 0.3574092674043393, "mask_rcnn/false_positive": 0.37346775461792325, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.0, "time": 0.7752687996253371, "total_loss": 3.1078610109107103} {"data_time": 0.01635402999818325, "eta_seconds": 211279.6059587784, "iteration": 699, "loss_fcos_cls": 0.6020728964358568, "loss_fcos_ctr": 0.6540386183187366, "loss_fcos_loc": 0.3946879729628563, "loss_mask": 0.6905470229685307, "loss_maskiou": 0.014520041673677042, "loss_sem_seg": 0.7348975483328104, "lr": 0.00699301, "mask_rcnn/accuracy": 0.5625536052845406, "mask_rcnn/false_negative": 0.24539594380287993, "mask_rcnn/false_positive": 0.6112428106292631, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.25, "time": 0.7870107358321548, "total_loss": 3.0989819728129078} {"data_time": 0.01531283650547266, "eta_seconds": 211360.74805182964, "iteration": 719, "loss_fcos_cls": 0.5886108167469501, "loss_fcos_ctr": 0.6503643523901701, "loss_fcos_loc": 0.39477965561673045, "loss_mask": 0.6905280090868473, "loss_maskiou": 0.014678843901492655, "loss_sem_seg": 0.6851643715053797, "lr": 0.00719281, "mask_rcnn/accuracy": 0.6131522899857618, "mask_rcnn/false_negative": 0.43620626344711344, "mask_rcnn/false_positive": 0.4463629772627578, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.822386140935123, "total_loss": 3.01535174579476} {"data_time": 0.016671281307935715, "eta_seconds": 211378.67373593058, "iteration": 739, "loss_fcos_cls": 0.5858513256534934, "loss_fcos_ctr": 0.6511905370280147, "loss_fcos_loc": 0.39103458542376757, "loss_mask": 0.690084021538496, "loss_maskiou": 0.016169193579116836, "loss_sem_seg": 0.7156233303248882, "lr": 0.00739261, "mask_rcnn/accuracy": 0.5594273237568838, "mask_rcnn/false_negative": 0.3424349266129786, "mask_rcnn/false_positive": 0.5598586654236407, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.25, "time": 0.7871347041800618, "total_loss": 3.049029885281925} {"data_time": 0.016229115426540375, "eta_seconds": 211538.6429209225, "iteration": 759, "loss_fcos_cls": 0.5744858970865607, "loss_fcos_ctr": 0.6512342030182481, "loss_fcos_loc": 0.3860026868060231, "loss_mask": 0.6902572214603424, "loss_maskiou": 0.015316465607611462, "loss_sem_seg": 0.6430295184254646, "lr": 0.007592410000000001, "mask_rcnn/accuracy": 0.5757605926986179, "mask_rcnn/false_negative": 0.3731694962138147, "mask_rcnn/false_positive": 0.3811770191928523, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.25, "time": 0.8097632238641381, "total_loss": 2.977374950394733} {"data_time": 0.017291579395532608, "eta_seconds": 211581.35093411524, "iteration": 779, "loss_fcos_cls": 0.592233999632299, "loss_fcos_ctr": 0.6501312032341957, "loss_fcos_loc": 0.38129103370010853, "loss_mask": 0.6899975277483463, "loss_maskiou": 0.017311327275820076, "loss_sem_seg": 0.6471686810255051, "lr": 0.007792210000000001, "mask_rcnn/accuracy": 0.6145632212823496, "mask_rcnn/false_negative": 0.28580365371636895, "mask_rcnn/false_positive": 0.5869776700821434, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.75, "time": 0.7973189698532224, "total_loss": 2.9832760411372874} {"data_time": 0.013598385266959667, "eta_seconds": 211765.9979327973, "iteration": 799, "loss_fcos_cls": 0.5820779614150524, "loss_fcos_ctr": 0.6524871112778783, "loss_fcos_loc": 0.3880835729651153, "loss_mask": 0.6900134012103081, "loss_maskiou": 0.017897040816023946, "loss_sem_seg": 0.6840369272977114, "lr": 0.00799201, "mask_rcnn/accuracy": 0.5656581556103311, "mask_rcnn/false_negative": 0.3918631958889645, "mask_rcnn/false_positive": 0.6091095610118987, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 39.5, "time": 0.7931406944990158, "total_loss": 3.002414885064354} {"data_time": 0.018312844447791576, "eta_seconds": 211838.82553870138, "iteration": 819, "loss_fcos_cls": 0.5664431247860193, "loss_fcos_ctr": 0.6474340190179646, "loss_fcos_loc": 0.37609782069921494, "loss_mask": 0.6898611485958099, "loss_maskiou": 0.019508751276589464, "loss_sem_seg": 0.6375845558941364, "lr": 0.008191809999999999, "mask_rcnn/accuracy": 0.5868314964815027, "mask_rcnn/false_negative": 0.01907674465022348, "mask_rcnn/false_positive": 0.9200120653156711, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.8020379776135087, "total_loss": 2.9315192215435673} {"data_time": 0.015518332831561565, "eta_seconds": 211919.35854056384, "iteration": 839, "loss_fcos_cls": 0.6052673850208521, "loss_fcos_ctr": 0.6492270343005657, "loss_fcos_loc": 0.3798236777074635, "loss_mask": 0.6898950822651386, "loss_maskiou": 0.011642867233604193, "loss_sem_seg": 0.6792372092604637, "lr": 0.008391609999999999, "mask_rcnn/accuracy": 0.5858484545503595, "mask_rcnn/false_negative": 0.01117420851568772, "mask_rcnn/false_positive": 0.9548905185132972, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.8088011089712381, "total_loss": 2.984341849311022} {"data_time": 0.015821446664631367, "eta_seconds": 211942.16644850466, "iteration": 859, "loss_fcos_cls": 0.5649928874336183, "loss_fcos_ctr": 0.6497582169249654, "loss_fcos_loc": 0.3931300104595721, "loss_mask": 0.6884123869240284, "loss_maskiou": 0.011608547007199377, "loss_sem_seg": 0.6126257264986634, "lr": 0.008591409999999999, "mask_rcnn/accuracy": 0.5849376776026867, "mask_rcnn/false_negative": 0.03835206023753604, "mask_rcnn/false_positive": 0.9164210081361682, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 34.5, "time": 0.818560185842216, "total_loss": 2.910355201747734} {"data_time": 0.015930505469441414, "eta_seconds": 212147.93069391232, "iteration": 879, "loss_fcos_cls": 0.5518047697842121, "loss_fcos_ctr": 0.6505551068112254, "loss_fcos_loc": 0.37927305372431874, "loss_mask": 0.6888988092541695, "loss_maskiou": 0.01151406584540382, "loss_sem_seg": 0.6304565165191889, "lr": 0.00879121, "mask_rcnn/accuracy": 0.5972539015606242, "mask_rcnn/false_negative": 0.04180535900644129, "mask_rcnn/false_positive": 0.9014140006249786, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.5, "time": 0.8060288857668638, "total_loss": 2.8854354442155454} {"data_time": 0.01642052549868822, "eta_seconds": 212132.1647053277, "iteration": 899, "loss_fcos_cls": 0.5406257379800081, "loss_fcos_ctr": 0.6509042633697391, "loss_fcos_loc": 0.37257764814421535, "loss_mask": 0.6887512989342213, "loss_maskiou": 0.012247047299752012, "loss_sem_seg": 0.6730222590267658, "lr": 0.00899101, "mask_rcnn/accuracy": 0.5648293245869775, "mask_rcnn/false_negative": 0.07135028238621391, "mask_rcnn/false_positive": 0.8797525422967987, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.25, "time": 0.7893078420311213, "total_loss": 2.9488921969896182} {"data_time": 0.015701932832598686, "eta_seconds": 212217.7924673902, "iteration": 919, "loss_fcos_cls": 0.5265811029821634, "loss_fcos_ctr": 0.6487809885293245, "loss_fcos_loc": 0.37161328503862023, "loss_mask": 0.6886254213750362, "loss_maskiou": 0.012544530036393553, "loss_sem_seg": 0.6488013360649347, "lr": 0.00919081, "mask_rcnn/accuracy": 0.5825313079777366, "mask_rcnn/false_negative": 0.020980657934643602, "mask_rcnn/false_positive": 0.9526971791137502, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.25, "time": 0.8049970027059317, "total_loss": 2.9068932979134843} {"data_time": 0.01585371047258377, "eta_seconds": 212401.69391988963, "iteration": 939, "loss_fcos_cls": 0.5337868435308337, "loss_fcos_ctr": 0.6517470916733146, "loss_fcos_loc": 0.37593621341511607, "loss_mask": 0.6886422410607338, "loss_maskiou": 0.012765302701154724, "loss_sem_seg": 0.6444900408387184, "lr": 0.009390609999999999, "mask_rcnn/accuracy": 0.609846002621232, "mask_rcnn/false_negative": 0.03261075514126671, "mask_rcnn/false_positive": 0.8505148099230826, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.0, "time": 0.812607791274786, "total_loss": 2.9065832409542054} {"data_time": 0.016056925989687443, "eta_seconds": 212385.905552648, "iteration": 959, "loss_fcos_cls": 0.5486598182469606, "loss_fcos_ctr": 0.6484911907464266, "loss_fcos_loc": 0.37291395105421543, "loss_mask": 0.6891258656978607, "loss_maskiou": 0.011947474951739423, "loss_sem_seg": 0.6111615151166916, "lr": 0.009590409999999999, "mask_rcnn/accuracy": 0.5400306729834792, "mask_rcnn/false_negative": 0.028774132312765068, "mask_rcnn/false_positive": 0.9262828985565221, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 35.25, "time": 0.7885172050446272, "total_loss": 2.9265934749419102} {"data_time": 0.015187501907348633, "eta_seconds": 212501.38514978904, "iteration": 979, "loss_fcos_cls": 0.5472911386750638, "loss_fcos_ctr": 0.6534839607775211, "loss_fcos_loc": 0.37216654408257455, "loss_mask": 0.6871184334158897, "loss_maskiou": 0.01170814357465133, "loss_sem_seg": 0.5850494736805558, "lr": 0.00979021, "mask_rcnn/accuracy": 0.5990062865062865, "mask_rcnn/false_negative": 0.07774361957116466, "mask_rcnn/false_positive": 0.7661286928284086, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 34.0, "time": 0.8141925260424614, "total_loss": 2.896247915341519} {"data_time": 0.01489816140383482, "eta_seconds": 212570.59323950764, "iteration": 999, "loss_fcos_cls": 0.534300705883652, "loss_fcos_ctr": 0.6484745950438082, "loss_fcos_loc": 0.37597534991800785, "loss_mask": 0.6889564543962479, "loss_maskiou": 0.012550357379950583, "loss_sem_seg": 0.6621165815740824, "lr": 0.00999001, "mask_rcnn/accuracy": 0.5346150960384154, "mask_rcnn/false_negative": 0.034878745399753566, "mask_rcnn/false_positive": 0.9322534308339762, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.0, "time": 0.8037804299965501, "total_loss": 2.935152015008498} {"data_time": 0.015968572348356247, "eta_seconds": 212821.70565071795, "iteration": 1019, "loss_fcos_cls": 0.5394655298441648, "loss_fcos_ctr": 0.6465511762071401, "loss_fcos_loc": 0.37444813270121813, "loss_mask": 0.6876870095729828, "loss_maskiou": 0.011740666872356087, "loss_sem_seg": 0.6274857972748578, "lr": 0.01, "mask_rcnn/accuracy": 0.5529053408290312, "mask_rcnn/false_negative": 0.09382948222711246, "mask_rcnn/false_positive": 0.8504286490432571, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.25, "time": 0.810704986564815, "total_loss": 2.8704132381244563} {"data_time": 0.017693858593702316, "eta_seconds": 213107.58337712195, "iteration": 1039, "loss_fcos_cls": 0.5474933357909322, "loss_fcos_ctr": 0.6464787409640849, "loss_fcos_loc": 0.3712087031453848, "loss_mask": 0.6878271363675594, "loss_maskiou": 0.011160326102981344, "loss_sem_seg": 0.6272858297452331, "lr": 0.01, "mask_rcnn/accuracy": 0.5598037764212829, "mask_rcnn/false_negative": 0.04444354257274309, "mask_rcnn/false_positive": 0.8811152428894651, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.8060891618952155, "total_loss": 2.8837687641353114} {"data_time": 0.01564694009721279, "eta_seconds": 213750.00052644778, "iteration": 1059, "loss_fcos_cls": 0.5582921006716788, "loss_fcos_ctr": 0.6448745727539062, "loss_fcos_loc": 0.36096346471458673, "loss_mask": 0.6882598921656609, "loss_maskiou": 0.01096464236616157, "loss_sem_seg": 0.694848570972681, "lr": 0.01, "mask_rcnn/accuracy": 0.5618190483956139, "mask_rcnn/false_negative": 0.07958972521273414, "mask_rcnn/false_positive": 0.7639086276437532, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.5, "time": 0.8028601175174117, "total_loss": 2.9445874165103305} {"data_time": 0.015669940039515495, "eta_seconds": 213980.72662885766, "iteration": 1079, "loss_fcos_cls": 0.5459907632321119, "loss_fcos_ctr": 0.647699024528265, "loss_fcos_loc": 0.3549030749127269, "loss_mask": 0.6861688047647476, "loss_maskiou": 0.010604900657199323, "loss_sem_seg": 0.6441113632172346, "lr": 0.01, "mask_rcnn/accuracy": 0.5747691933916423, "mask_rcnn/false_negative": 0.1164632796005457, "mask_rcnn/false_positive": 0.759103881605309, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 29.5, "time": 0.8024847954511642, "total_loss": 2.8979703158838674} {"data_time": 0.01612699218094349, "eta_seconds": 214137.31100122817, "iteration": 1099, "loss_fcos_cls": 0.5771848410367966, "loss_fcos_ctr": 0.6456933030858636, "loss_fcos_loc": 0.3563568830722943, "loss_mask": 0.686662632972002, "loss_maskiou": 0.0109569753985852, "loss_sem_seg": 0.7029660064727068, "lr": 0.01, "mask_rcnn/accuracy": 0.5838302562404272, "mask_rcnn/false_negative": 0.015094752238152436, "mask_rcnn/false_positive": 0.9480240751862783, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.5, "time": 0.7906533107161522, "total_loss": 2.9158074733277317} {"data_time": 0.01595221646130085, "eta_seconds": 214239.20588420704, "iteration": 1119, "loss_fcos_cls": 0.5416834447532892, "loss_fcos_ctr": 0.6496791383251548, "loss_fcos_loc": 0.3720941673964262, "loss_mask": 0.6851848848164082, "loss_maskiou": 0.010793311317684129, "loss_sem_seg": 0.6761308144778013, "lr": 0.01, "mask_rcnn/accuracy": 0.6119919571420289, "mask_rcnn/false_negative": 0.036435794577756135, "mask_rcnn/false_positive": 0.8974400825141565, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.795064595527947, "total_loss": 2.918694799649529} {"data_time": 0.014998971484601498, "eta_seconds": 214465.32663767505, "iteration": 1139, "loss_fcos_cls": 0.5211867932230234, "loss_fcos_ctr": 0.6491363178938627, "loss_fcos_loc": 0.36627664417028427, "loss_mask": 0.6860890574753284, "loss_maskiou": 0.010653331672074273, "loss_sem_seg": 0.6528633683919907, "lr": 0.01, "mask_rcnn/accuracy": 0.5796652656808357, "mask_rcnn/false_negative": 0.135113573263083, "mask_rcnn/false_positive": 0.7945452034994984, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.0, "time": 0.8048908086493611, "total_loss": 2.9157088490610477} {"data_time": 0.015777443535625935, "eta_seconds": 214816.44073457364, "iteration": 1159, "loss_fcos_cls": 0.5726541467010975, "loss_fcos_ctr": 0.6471876790747046, "loss_fcos_loc": 0.3581923730671406, "loss_mask": 0.6854351423680782, "loss_maskiou": 0.011000291327945888, "loss_sem_seg": 0.6495102932676673, "lr": 0.01, "mask_rcnn/accuracy": 0.5815678534702918, "mask_rcnn/false_negative": 0.040152201825490924, "mask_rcnn/false_positive": 0.8838459105120705, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.7973077958449721, "total_loss": 2.907021443315898} {"data_time": 0.01773007307201624, "eta_seconds": 215089.70714554098, "iteration": 1179, "loss_fcos_cls": 0.5293760658241808, "loss_fcos_ctr": 0.6494643930345774, "loss_fcos_loc": 0.3590226857922971, "loss_mask": 0.6852594427764416, "loss_maskiou": 0.010706383611250203, "loss_sem_seg": 0.6056344620883465, "lr": 0.01, "mask_rcnn/accuracy": 0.5843605361448377, "mask_rcnn/false_negative": 0.04845467247062746, "mask_rcnn/false_positive": 0.9112751757006987, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 39.25, "time": 0.7872721366584301, "total_loss": 2.8281452055671252} {"data_time": 0.015827619470655918, "eta_seconds": 215203.760310648, "iteration": 1199, "loss_fcos_cls": 0.5379435839131474, "loss_fcos_ctr": 0.6457138555124402, "loss_fcos_loc": 0.3532591322436929, "loss_mask": 0.6838982924818993, "loss_maskiou": 0.012007809011265635, "loss_sem_seg": 0.5583141893148422, "lr": 0.01, "mask_rcnn/accuracy": 0.6296123360058309, "mask_rcnn/false_negative": 0.06374962034820436, "mask_rcnn/false_positive": 0.8067680621437976, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.5, "time": 0.8050237828865647, "total_loss": 2.7986171983066015} {"data_time": 0.016880761831998825, "eta_seconds": 215178.01542326156, "iteration": 1219, "loss_fcos_cls": 0.5542829493060708, "loss_fcos_ctr": 0.6478818506002426, "loss_fcos_loc": 0.3555356580764055, "loss_mask": 0.6838851161301136, "loss_maskiou": 0.011081931821536273, "loss_sem_seg": 0.6074253376573324, "lr": 0.01, "mask_rcnn/accuracy": 0.5856014156061149, "mask_rcnn/false_negative": 0.04557096330628324, "mask_rcnn/false_positive": 0.9131434650318058, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 30.25, "time": 0.7919813254848123, "total_loss": 2.8988542923761997} {"data_time": 0.014935126528143883, "eta_seconds": 215292.35766686127, "iteration": 1239, "loss_fcos_cls": 0.5348596265539527, "loss_fcos_ctr": 0.6478654090315104, "loss_fcos_loc": 0.3480147533118725, "loss_mask": 0.6830461286008358, "loss_maskiou": 0.010246578545775265, "loss_sem_seg": 0.6483477372676134, "lr": 0.01, "mask_rcnn/accuracy": 0.5842342383381924, "mask_rcnn/false_negative": 0.059134424822313875, "mask_rcnn/false_positive": 0.8906141057390988, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.5, "time": 0.8067843960598111, "total_loss": 2.874574125104118} {"data_time": 0.015822453424334526, "eta_seconds": 215326.8680172898, "iteration": 1259, "loss_fcos_cls": 0.5136768377851695, "loss_fcos_ctr": 0.6454480169340968, "loss_fcos_loc": 0.3594612539745867, "loss_mask": 0.6831016428768635, "loss_maskiou": 0.012052899604896083, "loss_sem_seg": 0.5796417631208897, "lr": 0.01, "mask_rcnn/accuracy": 0.5930519090925495, "mask_rcnn/false_negative": 0.03254381708037105, "mask_rcnn/false_positive": 0.9167617985019934, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 39.0, "time": 0.7942786486819386, "total_loss": 2.793762434681412} {"data_time": 0.015699120238423347, "eta_seconds": 215242.69974612445, "iteration": 1279, "loss_fcos_cls": 0.5085392808541656, "loss_fcos_ctr": 0.6473634000867605, "loss_fcos_loc": 0.3545025046914816, "loss_mask": 0.6809814609587193, "loss_maskiou": 0.01130606810329482, "loss_sem_seg": 0.5891553116962314, "lr": 0.01, "mask_rcnn/accuracy": 0.5949235561571568, "mask_rcnn/false_negative": 0.048752495886829436, "mask_rcnn/false_positive": 0.8285833521841854, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.5, "time": 0.7957573374733329, "total_loss": 2.7725031571026193} {"data_time": 0.015158085152506828, "eta_seconds": 215113.96982020978, "iteration": 1299, "loss_fcos_cls": 0.520001957193017, "loss_fcos_ctr": 0.646009580232203, "loss_fcos_loc": 0.34773509483784437, "loss_mask": 0.681971937417984, "loss_maskiou": 0.009458278562306077, "loss_sem_seg": 0.5914239846169949, "lr": 0.01, "mask_rcnn/accuracy": 0.5879664365746299, "mask_rcnn/false_negative": 0.12213919241447746, "mask_rcnn/false_positive": 0.8247420660091008, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.5, "time": 0.7908543720841408, "total_loss": 2.807081037113676} {"data_time": 0.016281223855912685, "eta_seconds": 215097.95841944683, "iteration": 1319, "loss_fcos_cls": 0.5309723126702011, "loss_fcos_ctr": 0.6486247926950455, "loss_fcos_loc": 0.34973413636907935, "loss_mask": 0.6826714836061001, "loss_maskiou": 0.00946399400709197, "loss_sem_seg": 0.6360963210463524, "lr": 0.01, "mask_rcnn/accuracy": 0.5830540889446958, "mask_rcnn/false_negative": 0.14867760630754787, "mask_rcnn/false_positive": 0.831928593684147, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.75, "time": 0.8098881905898452, "total_loss": 2.829408439458348} {"data_time": 0.01694677583873272, "eta_seconds": 215091.67543580197, "iteration": 1339, "loss_fcos_cls": 0.5461373990401626, "loss_fcos_ctr": 0.6478477884083986, "loss_fcos_loc": 0.34306051721796393, "loss_mask": 0.6805045828223228, "loss_maskiou": 0.0102078347990755, "loss_sem_seg": 0.610639026388526, "lr": 0.01, "mask_rcnn/accuracy": 0.6253869776213415, "mask_rcnn/false_negative": 0.06887548899700754, "mask_rcnn/false_positive": 0.8165049844036651, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.8062006440013647, "total_loss": 2.8191855703189503} {"data_time": 0.01496880128979683, "eta_seconds": 215269.11257373076, "iteration": 1359, "loss_fcos_cls": 0.5010265158489347, "loss_fcos_ctr": 0.6460131919011474, "loss_fcos_loc": 0.3484172159805894, "loss_mask": 0.6799690686166286, "loss_maskiou": 0.009943034587195143, "loss_sem_seg": 0.5763367479667068, "lr": 0.01, "mask_rcnn/accuracy": 0.5859257058987979, "mask_rcnn/false_negative": 0.057355304560317205, "mask_rcnn/false_positive": 0.8556208614409695, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.5, "time": 0.798424887470901, "total_loss": 2.781592711544363} {"data_time": 0.01790853589773178, "eta_seconds": 215288.08071848098, "iteration": 1379, "loss_fcos_cls": 0.5260707996785641, "loss_fcos_ctr": 0.6470888294279575, "loss_fcos_loc": 0.3474356383085251, "loss_mask": 0.6799532659351826, "loss_maskiou": 0.01067395057179965, "loss_sem_seg": 0.5862841084599495, "lr": 0.01, "mask_rcnn/accuracy": 0.5944382391175393, "mask_rcnn/false_negative": 0.05345480813165987, "mask_rcnn/false_positive": 0.8055791303990041, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.0, "time": 0.7978723580017686, "total_loss": 2.811670985131059} {"data_time": 0.016430191695690155, "eta_seconds": 215306.43227541726, "iteration": 1399, "loss_fcos_cls": 0.5035945046693087, "loss_fcos_ctr": 0.6443234719336033, "loss_fcos_loc": 0.3462729719467461, "loss_mask": 0.6782026402652264, "loss_maskiou": 0.01131937287573237, "loss_sem_seg": 0.5847341092303395, "lr": 0.01, "mask_rcnn/accuracy": 0.6048788794124615, "mask_rcnn/false_negative": 0.055876223140121, "mask_rcnn/false_positive": 0.8158814355372748, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.8024659836664796, "total_loss": 2.783892821345944} {"data_time": 0.015243705362081528, "eta_seconds": 215256.02245338354, "iteration": 1419, "loss_fcos_cls": 0.5147182396613061, "loss_fcos_ctr": 0.6429587136954069, "loss_fcos_loc": 0.34834428410977125, "loss_mask": 0.6776074431836605, "loss_maskiou": 0.0101763199781999, "loss_sem_seg": 0.6032019164413214, "lr": 0.01, "mask_rcnn/accuracy": 0.6258864288420938, "mask_rcnn/false_negative": 0.08066947341293874, "mask_rcnn/false_positive": 0.7920206588495453, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.5, "time": 0.8001824412494898, "total_loss": 2.7932947709341533} {"data_time": 0.015294075012207031, "eta_seconds": 215114.54142593592, "iteration": 1439, "loss_fcos_cls": 0.5005392250604928, "loss_fcos_ctr": 0.6456076870672405, "loss_fcos_loc": 0.3527010641992092, "loss_mask": 0.6779201924800873, "loss_maskiou": 0.009575238131219521, "loss_sem_seg": 0.5523190125823021, "lr": 0.01, "mask_rcnn/accuracy": 0.5921166383219955, "mask_rcnn/false_negative": 0.04365713791793516, "mask_rcnn/false_positive": 0.8578557334172137, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.25, "time": 0.7893852265551686, "total_loss": 2.7550320845039096} {"data_time": 0.016999205574393272, "eta_seconds": 214936.3183855731, "iteration": 1459, "loss_fcos_cls": 0.5087503832764924, "loss_fcos_ctr": 0.6459072474390268, "loss_fcos_loc": 0.33727245405316353, "loss_mask": 0.6770065650343895, "loss_maskiou": 0.010659734660293907, "loss_sem_seg": 0.5436055799946189, "lr": 0.01, "mask_rcnn/accuracy": 0.5618751575784741, "mask_rcnn/false_negative": 0.15113754183851602, "mask_rcnn/false_positive": 0.7678942678948533, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 29.5, "time": 0.7898398311808705, "total_loss": 2.716290702635888} {"data_time": 0.0186245059594512, "eta_seconds": 215132.991930753, "iteration": 1479, "loss_fcos_cls": 0.4961072560399771, "loss_fcos_ctr": 0.642317364923656, "loss_fcos_loc": 0.3355189822614193, "loss_mask": 0.6762675344944, "loss_maskiou": 0.009186620809487067, "loss_sem_seg": 0.5586172984912992, "lr": 0.01, "mask_rcnn/accuracy": 0.6024699050126963, "mask_rcnn/false_negative": 0.11593176753942055, "mask_rcnn/false_positive": 0.7840928887458306, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.25, "time": 0.8058726117014885, "total_loss": 2.722485009377124} {"data_time": 0.0155657222494483, "eta_seconds": 215191.90592318866, "iteration": 1499, "loss_fcos_cls": 0.48938070493750274, "loss_fcos_ctr": 0.6469010189175606, "loss_fcos_loc": 0.35019787726923823, "loss_mask": 0.6749231554567814, "loss_maskiou": 0.009145613148575649, "loss_sem_seg": 0.5503665683791041, "lr": 0.01, "mask_rcnn/accuracy": 0.5946029869585246, "mask_rcnn/false_negative": 0.07140105473306915, "mask_rcnn/false_positive": 0.8014964492806451, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 37.75, "time": 0.8065372845157981, "total_loss": 2.7303005772701} {"data_time": 0.015291773714125156, "eta_seconds": 215210.2421202315, "iteration": 1519, "loss_fcos_cls": 0.49075759295374155, "loss_fcos_ctr": 0.6461763980332762, "loss_fcos_loc": 0.34548849146813154, "loss_mask": 0.6753770783543587, "loss_maskiou": 0.009491305987467058, "loss_sem_seg": 0.6769510665908456, "lr": 0.01, "mask_rcnn/accuracy": 0.6628740264221631, "mask_rcnn/false_negative": 0.07790156176321789, "mask_rcnn/false_positive": 0.7220029567945583, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.0, "time": 0.7994218645617366, "total_loss": 2.826777693881013} {"data_time": 0.015341953374445438, "eta_seconds": 215236.34468676522, "iteration": 1539, "loss_fcos_cls": 0.4917475273832679, "loss_fcos_ctr": 0.6425125813111663, "loss_fcos_loc": 0.33480635506566614, "loss_mask": 0.6717117615044117, "loss_maskiou": 0.00952118712302763, "loss_sem_seg": 0.5535591226071119, "lr": 0.01, "mask_rcnn/accuracy": 0.6298215317471781, "mask_rcnn/false_negative": 0.13479846424822212, "mask_rcnn/false_positive": 0.7587299133063263, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.25, "time": 0.8030928717926145, "total_loss": 2.6811048658564687} {"data_time": 0.01514439657330513, "eta_seconds": 215197.6653876193, "iteration": 1559, "loss_fcos_cls": 0.5025370693765581, "loss_fcos_ctr": 0.6484657684341073, "loss_fcos_loc": 0.35133696999400854, "loss_mask": 0.6721270382404327, "loss_maskiou": 0.01023588348471094, "loss_sem_seg": 0.5779211171902716, "lr": 0.01, "mask_rcnn/accuracy": 0.579312952231076, "mask_rcnn/false_negative": 0.05318032290614519, "mask_rcnn/false_positive": 0.8512203228039287, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 29.0, "time": 0.7928929571062326, "total_loss": 2.772983824106632} {"data_time": 0.016262118704617023, "eta_seconds": 215150.2599328272, "iteration": 1579, "loss_fcos_cls": 0.47769706696271896, "loss_fcos_ctr": 0.6432329853996634, "loss_fcos_loc": 0.34390438720583916, "loss_mask": 0.6723478585481644, "loss_maskiou": 0.00981017024605535, "loss_sem_seg": 0.5805136505514383, "lr": 0.01, "mask_rcnn/accuracy": 0.5955186698850505, "mask_rcnn/false_negative": 0.04275329608471011, "mask_rcnn/false_positive": 0.8735728832613797, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.75, "time": 0.800498828291893, "total_loss": 2.735973138391273} {"data_time": 0.014191411435604095, "eta_seconds": 215076.79424920958, "iteration": 1599, "loss_fcos_cls": 0.49845495261251926, "loss_fcos_ctr": 0.6435630992054939, "loss_fcos_loc": 0.34203972155228257, "loss_mask": 0.672088086605072, "loss_maskiou": 0.009894630347844213, "loss_sem_seg": 0.5482085663825274, "lr": 0.01, "mask_rcnn/accuracy": 0.6351390263463245, "mask_rcnn/false_negative": 0.11236712584151698, "mask_rcnn/false_positive": 0.6312158751281216, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.75, "time": 0.7978893695399165, "total_loss": 2.72334303741809} {"data_time": 0.015959449112415314, "eta_seconds": 215118.19831917807, "iteration": 1619, "loss_fcos_cls": 0.47807162906974554, "loss_fcos_ctr": 0.6430872180499136, "loss_fcos_loc": 0.33553301775828004, "loss_mask": 0.6709978766739368, "loss_maskiou": 0.008982823652331717, "loss_sem_seg": 0.5801918124780059, "lr": 0.01, "mask_rcnn/accuracy": 0.6057362308277348, "mask_rcnn/false_negative": 0.13308951157333668, "mask_rcnn/false_positive": 0.7307129193113102, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.25, "time": 0.8121037054806948, "total_loss": 2.7349686788074905} {"data_time": 0.016815977171063423, "eta_seconds": 215114.05196504574, "iteration": 1639, "loss_fcos_cls": 0.4798491606488824, "loss_fcos_ctr": 0.6437772996723652, "loss_fcos_loc": 0.33947159396484494, "loss_mask": 0.6717411614954472, "loss_maskiou": 0.010111022158525884, "loss_sem_seg": 0.6226492822170258, "lr": 0.01, "mask_rcnn/accuracy": 0.5891325290963313, "mask_rcnn/false_negative": 0.14476796506665135, "mask_rcnn/false_positive": 0.8044238314216788, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 36.0, "time": 0.811624608002603, "total_loss": 2.799894235278771} {"data_time": 0.016464917920529842, "eta_seconds": 215131.0488964431, "iteration": 1659, "loss_fcos_cls": 0.5111966412514448, "loss_fcos_ctr": 0.6431138713378459, "loss_fcos_loc": 0.3485579676926136, "loss_mask": 0.6682382076978683, "loss_maskiou": 0.009461617941269651, "loss_sem_seg": 0.609338597394526, "lr": 0.01, "mask_rcnn/accuracy": 0.6082223905187075, "mask_rcnn/false_negative": 0.04767636723580005, "mask_rcnn/false_positive": 0.8590698994747721, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.8130953693762422, "total_loss": 2.759615465562092} {"data_time": 0.016090767458081245, "eta_seconds": 215146.26666128729, "iteration": 1679, "loss_fcos_cls": 0.48287477251142263, "loss_fcos_ctr": 0.6399173690006137, "loss_fcos_loc": 0.3303145281970501, "loss_mask": 0.6706322953104973, "loss_maskiou": 0.008980070153484121, "loss_sem_seg": 0.5747870858758688, "lr": 0.01, "mask_rcnn/accuracy": 0.5972731761326231, "mask_rcnn/false_negative": 0.05073243076381828, "mask_rcnn/false_positive": 0.8751296038885538, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.0, "time": 0.7988023227080703, "total_loss": 2.722221494637779} {"data_time": 0.015506439842283726, "eta_seconds": 215111.09476711694, "iteration": 1699, "loss_fcos_cls": 0.501723830588162, "loss_fcos_ctr": 0.6440501427277923, "loss_fcos_loc": 0.3408616688102484, "loss_mask": 0.6682685241103172, "loss_maskiou": 0.01001143644680269, "loss_sem_seg": 0.5772155113518238, "lr": 0.01, "mask_rcnn/accuracy": 0.6263222487576592, "mask_rcnn/false_negative": 0.09850372845356897, "mask_rcnn/false_positive": 0.7665652742282962, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7953700125217438, "total_loss": 2.7538491922750836} {"data_time": 0.01668642647564411, "eta_seconds": 215069.40023266152, "iteration": 1719, "loss_fcos_cls": 0.48449679370969534, "loss_fcos_ctr": 0.6450103623792529, "loss_fcos_loc": 0.3425142834894359, "loss_mask": 0.6693033091723919, "loss_maskiou": 0.009973705193260685, "loss_sem_seg": 0.565795611590147, "lr": 0.01, "mask_rcnn/accuracy": 0.5976089458799583, "mask_rcnn/false_negative": 0.09084948538004489, "mask_rcnn/false_positive": 0.8007522606469468, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.798261608928442, "total_loss": 2.71426811433048} {"data_time": 0.015541073866188526, "eta_seconds": 215070.27659167163, "iteration": 1739, "loss_fcos_cls": 0.5002124458551407, "loss_fcos_ctr": 0.6455245660617948, "loss_fcos_loc": 0.3446385080460459, "loss_mask": 0.6690093874931335, "loss_maskiou": 0.009737577085616067, "loss_sem_seg": 0.538099083583802, "lr": 0.01, "mask_rcnn/accuracy": 0.5809114594113507, "mask_rcnn/false_negative": 0.07611748730543286, "mask_rcnn/false_positive": 0.8094741742772824, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.8014931213110685, "total_loss": 2.713732733260258} {"data_time": 0.01599089242517948, "eta_seconds": 214983.5272000553, "iteration": 1759, "loss_fcos_cls": 0.5104323821142316, "loss_fcos_ctr": 0.6442823084071279, "loss_fcos_loc": 0.34313895739614964, "loss_mask": 0.6692768260836601, "loss_maskiou": 0.009574210940627381, "loss_sem_seg": 0.5412987871095538, "lr": 0.01, "mask_rcnn/accuracy": 0.6029473396501457, "mask_rcnn/false_negative": 0.05516500002860239, "mask_rcnn/false_positive": 0.8145456951958181, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 37.0, "time": 0.7830531960353255, "total_loss": 2.734838062315248} {"data_time": 0.01654776744544506, "eta_seconds": 215001.83011732902, "iteration": 1779, "loss_fcos_cls": 0.48073230404406786, "loss_fcos_ctr": 0.6410168427973986, "loss_fcos_loc": 0.32503882865421474, "loss_mask": 0.668422244489193, "loss_maskiou": 0.009803089968045242, "loss_sem_seg": 0.6051997300237417, "lr": 0.01, "mask_rcnn/accuracy": 0.6096025352679666, "mask_rcnn/false_negative": 0.089476718126599, "mask_rcnn/false_positive": 0.7726463206990075, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.8073081523180008, "total_loss": 2.7404359765787376} {"data_time": 0.015494992956519127, "eta_seconds": 214985.79842479806, "iteration": 1799, "loss_fcos_cls": 0.5183263423386961, "loss_fcos_ctr": 0.6413712985813618, "loss_fcos_loc": 0.3407101465854794, "loss_mask": 0.6685116663575172, "loss_maskiou": 0.009724089468363672, "loss_sem_seg": 0.5312641207128763, "lr": 0.01, "mask_rcnn/accuracy": 0.5934263294177087, "mask_rcnn/false_negative": 0.05922275476606852, "mask_rcnn/false_positive": 0.8248632529457547, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 31.75, "time": 0.7850915556773543, "total_loss": 2.7244263672910165} {"data_time": 0.014660731889307499, "eta_seconds": 214992.51689641364, "iteration": 1819, "loss_fcos_cls": 0.485156056471169, "loss_fcos_ctr": 0.6434151865541935, "loss_fcos_loc": 0.3302731546573341, "loss_mask": 0.668540246784687, "loss_maskiou": 0.009277837467379868, "loss_sem_seg": 0.5085769039578736, "lr": 0.01, "mask_rcnn/accuracy": 0.5759888182183976, "mask_rcnn/false_negative": 0.036615552072273495, "mask_rcnn/false_positive": 0.8749744661682304, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.5, "time": 0.80606793705374, "total_loss": 2.6478447108966066} {"data_time": 0.015099034644663334, "eta_seconds": 214953.73503973614, "iteration": 1839, "loss_fcos_cls": 0.470070194453001, "loss_fcos_ctr": 0.6448403540998697, "loss_fcos_loc": 0.33293296420015395, "loss_mask": 0.6662695594131947, "loss_maskiou": 0.009327295469120145, "loss_sem_seg": 0.5446105320006609, "lr": 0.01, "mask_rcnn/accuracy": 0.5998861408970367, "mask_rcnn/false_negative": 0.1382397793074146, "mask_rcnn/false_positive": 0.6778702622544862, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.25, "time": 0.8081293888390064, "total_loss": 2.6486834092938807} {"data_time": 0.015976306051015854, "eta_seconds": 214906.04860849772, "iteration": 1859, "loss_fcos_cls": 0.466546768322587, "loss_fcos_ctr": 0.6414683284237981, "loss_fcos_loc": 0.33359183091670275, "loss_mask": 0.6666222922503948, "loss_maskiou": 0.009739601096953265, "loss_sem_seg": 0.5334353307262063, "lr": 0.01, "mask_rcnn/accuracy": 0.6397231119891565, "mask_rcnn/false_negative": 0.07171768168009224, "mask_rcnn/false_positive": 0.8327371062758402, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 40.25, "time": 0.8024379769340158, "total_loss": 2.6546164396277163} {"data_time": 0.014568078331649303, "eta_seconds": 214860.3290980691, "iteration": 1879, "loss_fcos_cls": 0.49386277003213763, "loss_fcos_ctr": 0.640732844825834, "loss_fcos_loc": 0.32980199437588453, "loss_mask": 0.6659883186221123, "loss_maskiou": 0.008944008222897537, "loss_sem_seg": 0.558273596689105, "lr": 0.01, "mask_rcnn/accuracy": 0.6362029186674669, "mask_rcnn/false_negative": 0.031435320417964915, "mask_rcnn/false_positive": 0.8426927586476909, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 32.25, "time": 0.8117865975946188, "total_loss": 2.7238366853271145} {"data_time": 0.014685375615954399, "eta_seconds": 214942.00135130994, "iteration": 1899, "loss_fcos_cls": 0.4896033643744886, "loss_fcos_ctr": 0.6433854103088379, "loss_fcos_loc": 0.3367778949905187, "loss_mask": 0.6634493321180344, "loss_maskiou": 0.009122930176090449, "loss_sem_seg": 0.5420828890055418, "lr": 0.01, "mask_rcnn/accuracy": 0.6346409649024445, "mask_rcnn/false_negative": 0.0417640573957371, "mask_rcnn/false_positive": 0.8229105795123691, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 36.25, "time": 0.8071235902607441, "total_loss": 2.6829178829066223} {"data_time": 0.015225713141262531, "eta_seconds": 214934.628244319, "iteration": 1919, "loss_fcos_cls": 0.48562887823209167, "loss_fcos_ctr": 0.6425787340849638, "loss_fcos_loc": 0.335518388543278, "loss_mask": 0.6650541312992573, "loss_maskiou": 0.010418069461593404, "loss_sem_seg": 0.530028497800231, "lr": 0.01, "mask_rcnn/accuracy": 0.5818374480939917, "mask_rcnn/false_negative": 0.11833021547834374, "mask_rcnn/false_positive": 0.7335380991570909, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 30.75, "time": 0.810519328340888, "total_loss": 2.6624882909381995} {"data_time": 0.015845023095607758, "eta_seconds": 214873.57657708135, "iteration": 1939, "loss_fcos_cls": 0.48089934326708317, "loss_fcos_ctr": 0.6397268250584602, "loss_fcos_loc": 0.3248415752314031, "loss_mask": 0.664349228143692, "loss_maskiou": 0.008558027126127854, "loss_sem_seg": 0.5331552159041166, "lr": 0.01, "mask_rcnn/accuracy": 0.5679769653004587, "mask_rcnn/false_negative": 0.19871830418780806, "mask_rcnn/false_positive": 0.7159581590879511, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.803849408403039, "total_loss": 2.643635040643858} {"data_time": 0.016120276413857937, "eta_seconds": 214902.55814188812, "iteration": 1959, "loss_fcos_cls": 0.4969272268936038, "loss_fcos_ctr": 0.6386672481894493, "loss_fcos_loc": 0.31810886785387993, "loss_mask": 0.6622917950153351, "loss_maskiou": 0.00940620012988802, "loss_sem_seg": 0.5679881172254682, "lr": 0.01, "mask_rcnn/accuracy": 0.6312378026143701, "mask_rcnn/false_negative": 0.030765432554219395, "mask_rcnn/false_positive": 0.8520420742764796, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.0, "time": 0.8136175656691194, "total_loss": 2.6669231372652575} {"data_time": 0.015945383347570896, "eta_seconds": 214905.7194063263, "iteration": 1979, "loss_fcos_cls": 0.49213226744905114, "loss_fcos_ctr": 0.6424057851545513, "loss_fcos_loc": 0.3347904081456363, "loss_mask": 0.6653545908629894, "loss_maskiou": 0.009553306590532884, "loss_sem_seg": 0.5617414675652981, "lr": 0.01, "mask_rcnn/accuracy": 0.5999284596143653, "mask_rcnn/false_negative": 0.03770092701939887, "mask_rcnn/false_positive": 0.8183522980545872, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.804818594828248, "total_loss": 2.724977265606867} {"data_time": 0.016922688111662865, "eta_seconds": 214839.01356268208, "iteration": 1999, "loss_fcos_cls": 0.4816012792289257, "loss_fcos_ctr": 0.6417790297418833, "loss_fcos_loc": 0.3412181958556175, "loss_mask": 0.6646742932498455, "loss_maskiou": 0.009628020925447345, "loss_sem_seg": 0.5653828009963036, "lr": 0.01, "mask_rcnn/accuracy": 0.6542221694789179, "mask_rcnn/false_negative": 0.05474934710156634, "mask_rcnn/false_positive": 0.8403143922799151, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.75, "time": 0.7952505527064204, "total_loss": 2.6793217953672865} {"data_time": 0.01693101041018963, "eta_seconds": 214766.81560823042, "iteration": 2019, "loss_fcos_cls": 0.46983534237369895, "loss_fcos_ctr": 0.6441956935450435, "loss_fcos_loc": 0.3309071473777294, "loss_mask": 0.6654578112065792, "loss_maskiou": 0.008660732841235586, "loss_sem_seg": 0.5319203985854983, "lr": 0.01, "mask_rcnn/accuracy": 0.62103968946069, "mask_rcnn/false_negative": 0.04843874109551681, "mask_rcnn/false_positive": 0.8325527003009152, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 30.25, "time": 0.7947434289380908, "total_loss": 2.6587190635618754} {"data_time": 0.01601020060479641, "eta_seconds": 214732.112163716, "iteration": 2039, "loss_fcos_cls": 0.4575766324996948, "loss_fcos_ctr": 0.6405463088303804, "loss_fcos_loc": 0.32120361970737576, "loss_mask": 0.6638184040784836, "loss_maskiou": 0.009141665977949742, "loss_sem_seg": 0.5316134560853243, "lr": 0.01, "mask_rcnn/accuracy": 0.6269236489238553, "mask_rcnn/false_negative": 0.06712697751605527, "mask_rcnn/false_positive": 0.7429538282160701, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.25, "time": 0.801081096753478, "total_loss": 2.6151073924047523} {"data_time": 0.014829969964921474, "eta_seconds": 214716.08504692186, "iteration": 2059, "loss_fcos_cls": 0.4694062378257513, "loss_fcos_ctr": 0.640120348893106, "loss_fcos_loc": 0.3211490847170353, "loss_mask": 0.6624456718564034, "loss_maskiou": 0.008833035186398774, "loss_sem_seg": 0.4960465212352574, "lr": 0.01, "mask_rcnn/accuracy": 0.624586857373784, "mask_rcnn/false_negative": 0.03492814586768046, "mask_rcnn/false_positive": 0.8359658341419275, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.8017171835526824, "total_loss": 2.6303979462536518} {"data_time": 0.014906992204487324, "eta_seconds": 214700.05793012772, "iteration": 2079, "loss_fcos_cls": 0.4653583620674908, "loss_fcos_ctr": 0.6369989272207022, "loss_fcos_loc": 0.32151798997074366, "loss_mask": 0.6662446670234203, "loss_maskiou": 0.009881204867269844, "loss_sem_seg": 0.561109603382647, "lr": 0.01, "mask_rcnn/accuracy": 0.616930945765403, "mask_rcnn/false_negative": 0.11974667226974783, "mask_rcnn/false_positive": 0.7355189605286794, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.25, "time": 0.7975824242457747, "total_loss": 2.631058950762963} {"data_time": 0.014674621634185314, "eta_seconds": 214725.12857429683, "iteration": 2099, "loss_fcos_cls": 0.4585751760751009, "loss_fcos_ctr": 0.6400745082646608, "loss_fcos_loc": 0.3266208376735449, "loss_mask": 0.6636496670544147, "loss_maskiou": 0.010046271345345303, "loss_sem_seg": 0.49456667993217707, "lr": 0.01, "mask_rcnn/accuracy": 0.6089969641702835, "mask_rcnn/false_negative": 0.036964689468854034, "mask_rcnn/false_positive": 0.8524959325015214, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 36.5, "time": 0.8075600173324347, "total_loss": 2.6393896050867625} {"data_time": 0.017936100251972675, "eta_seconds": 214784.72835163213, "iteration": 2119, "loss_fcos_cls": 0.45936068380251527, "loss_fcos_ctr": 0.642312684096396, "loss_fcos_loc": 0.3195927900960669, "loss_mask": 0.6616381779313087, "loss_maskiou": 0.008686382716405205, "loss_sem_seg": 0.481877532787621, "lr": 0.01, "mask_rcnn/accuracy": 0.6292444546741003, "mask_rcnn/false_negative": 0.04607438884670034, "mask_rcnn/false_positive": 0.8533704929300925, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 37.0, "time": 0.7865291694179177, "total_loss": 2.6037578081013635} {"data_time": 0.01568877510726452, "eta_seconds": 214810.55449278373, "iteration": 2139, "loss_fcos_cls": 0.4622489670291543, "loss_fcos_ctr": 0.640375405550003, "loss_fcos_loc": 0.3224410358816385, "loss_mask": 0.6629137620329857, "loss_maskiou": 0.00961443257983774, "loss_sem_seg": 0.5074290726333857, "lr": 0.01, "mask_rcnn/accuracy": 0.6341873501063396, "mask_rcnn/false_negative": 0.06788862752247866, "mask_rcnn/false_positive": 0.670647209794557, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.8153659850358963, "total_loss": 2.595459997857688} {"data_time": 0.01681100856512785, "eta_seconds": 214777.08372446802, "iteration": 2159, "loss_fcos_cls": 0.46115768514573574, "loss_fcos_ctr": 0.6406537890434265, "loss_fcos_loc": 0.31931875506415963, "loss_mask": 0.6625138781964779, "loss_maskiou": 0.008551968610845506, "loss_sem_seg": 0.5292289983481169, "lr": 0.01, "mask_rcnn/accuracy": 0.6286107649166537, "mask_rcnn/false_negative": 0.030967615473334917, "mask_rcnn/false_positive": 0.8561845239180038, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 43.75, "time": 0.7920470163226128, "total_loss": 2.647564761515241} {"data_time": 0.016001681797206402, "eta_seconds": 214794.0500985738, "iteration": 2179, "loss_fcos_cls": 0.4635521378368139, "loss_fcos_ctr": 0.6405854891054332, "loss_fcos_loc": 0.32429456361569464, "loss_mask": 0.6639006100594997, "loss_maskiou": 0.00887781563505996, "loss_sem_seg": 0.4932972015812993, "lr": 0.01, "mask_rcnn/accuracy": 0.621916136584504, "mask_rcnn/false_negative": 0.058080681824494634, "mask_rcnn/false_positive": 0.8025791950800789, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 33.5, "time": 0.80610466375947, "total_loss": 2.594789122027578} {"data_time": 0.015860360115766525, "eta_seconds": 214762.4376214603, "iteration": 2199, "loss_fcos_cls": 0.4742998043075204, "loss_fcos_ctr": 0.6403953414410353, "loss_fcos_loc": 0.32014973065815866, "loss_mask": 0.6630399562418461, "loss_maskiou": 0.008795838948572055, "loss_sem_seg": 0.5098270457237959, "lr": 0.01, "mask_rcnn/accuracy": 0.6008202695598145, "mask_rcnn/false_negative": 0.13330831993410766, "mask_rcnn/false_positive": 0.670117449731009, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.75, "time": 0.8006490105763078, "total_loss": 2.6085070346307475} {"data_time": 0.015505167655646801, "eta_seconds": 214766.9868468931, "iteration": 2219, "loss_fcos_cls": 0.45807880256325006, "loss_fcos_ctr": 0.6428105495870113, "loss_fcos_loc": 0.32585309725254774, "loss_mask": 0.6639800406992435, "loss_maskiou": 0.008199558520573191, "loss_sem_seg": 0.5633117845281959, "lr": 0.01, "mask_rcnn/accuracy": 0.6333940880584497, "mask_rcnn/false_negative": 0.07875562290520297, "mask_rcnn/false_positive": 0.7133305404972579, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.25, "time": 0.7995676351711154, "total_loss": 2.6556469180213753} {"data_time": 0.015049726702272892, "eta_seconds": 214590.5019910941, "iteration": 2239, "loss_fcos_cls": 0.4433247931301594, "loss_fcos_ctr": 0.6388614438474178, "loss_fcos_loc": 0.3210455714724958, "loss_mask": 0.6630242206156254, "loss_maskiou": 0.00898144714301452, "loss_sem_seg": 0.5278076250106096, "lr": 0.01, "mask_rcnn/accuracy": 0.5936793753968633, "mask_rcnn/false_negative": 0.11286320963601285, "mask_rcnn/false_positive": 0.7213028905169084, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.7927652467042208, "total_loss": 2.614859839071869} {"data_time": 0.016008559614419937, "eta_seconds": 214630.58843170758, "iteration": 2259, "loss_fcos_cls": 0.479866698384285, "loss_fcos_ctr": 0.6397633319720626, "loss_fcos_loc": 0.32670741248875856, "loss_mask": 0.6619659103453159, "loss_maskiou": 0.00981606160348747, "loss_sem_seg": 0.5141140725463629, "lr": 0.01, "mask_rcnn/accuracy": 0.6226832611230558, "mask_rcnn/false_negative": 0.05119816157129953, "mask_rcnn/false_positive": 0.815622857036628, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.25, "time": 0.8130261255428195, "total_loss": 2.656357094369014} {"data_time": 0.015792991034686565, "eta_seconds": 214580.8569099754, "iteration": 2279, "loss_fcos_cls": 0.43873012508265674, "loss_fcos_ctr": 0.6398296300321817, "loss_fcos_loc": 0.32010365976020694, "loss_mask": 0.6629821695387363, "loss_maskiou": 0.01025232273968868, "loss_sem_seg": 0.5694589773193002, "lr": 0.01, "mask_rcnn/accuracy": 0.6063950204847417, "mask_rcnn/false_negative": 0.08992608268318865, "mask_rcnn/false_positive": 0.7397569941948545, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.0, "time": 0.7960038902238011, "total_loss": 2.6473192006669706} {"data_time": 0.015297708101570606, "eta_seconds": 214640.40586850233, "iteration": 2299, "loss_fcos_cls": 0.4633272225037217, "loss_fcos_ctr": 0.6376801342703402, "loss_fcos_loc": 0.31784098129719496, "loss_mask": 0.6638709902763367, "loss_maskiou": 0.010432252194732428, "loss_sem_seg": 0.5396538553759456, "lr": 0.01, "mask_rcnn/accuracy": 0.6311102431403184, "mask_rcnn/false_negative": 0.05673498354428275, "mask_rcnn/false_positive": 0.8520512359106474, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.0, "time": 0.8021715814247727, "total_loss": 2.63546242879238} {"data_time": 0.014504438266158104, "eta_seconds": 214648.78248083498, "iteration": 2319, "loss_fcos_cls": 0.4603773858398199, "loss_fcos_ctr": 0.638407095335424, "loss_fcos_loc": 0.32146671903319657, "loss_mask": 0.6657943986356258, "loss_maskiou": 0.010335750906961039, "loss_sem_seg": 0.5554997427389026, "lr": 0.01, "mask_rcnn/accuracy": 0.6013744825760492, "mask_rcnn/false_negative": 0.0608898067737837, "mask_rcnn/false_positive": 0.8324678262157739, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.25, "time": 0.8182583190500736, "total_loss": 2.6439673918648623} {"data_time": 0.014654411934316158, "eta_seconds": 214555.47240703087, "iteration": 2339, "loss_fcos_cls": 0.47122597554698586, "loss_fcos_ctr": 0.6375150594394654, "loss_fcos_loc": 0.314398568123579, "loss_mask": 0.6627979688346386, "loss_maskiou": 0.009480965745751746, "loss_sem_seg": 0.47668052185326815, "lr": 0.01, "mask_rcnn/accuracy": 0.6180054902395741, "mask_rcnn/false_negative": 0.052230907845296534, "mask_rcnn/false_positive": 0.8502387781081102, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.5, "time": 0.7960068397223949, "total_loss": 2.571814841037849} {"data_time": 0.016904251649975777, "eta_seconds": 214539.44052547868, "iteration": 2359, "loss_fcos_cls": 0.46725506987422705, "loss_fcos_ctr": 0.6434043804183602, "loss_fcos_loc": 0.32883040234446526, "loss_mask": 0.6632948592305183, "loss_maskiou": 0.009134146617725492, "loss_sem_seg": 0.5433932114392519, "lr": 0.01, "mask_rcnn/accuracy": 0.606970107862965, "mask_rcnn/false_negative": 0.054133492471760844, "mask_rcnn/false_positive": 0.8385532047959275, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.75, "time": 0.7966743418946862, "total_loss": 2.6893438482075} {"data_time": 0.016033919528126717, "eta_seconds": 214618.08700749, "iteration": 2379, "loss_fcos_cls": 0.45497447857633233, "loss_fcos_ctr": 0.6432358687743545, "loss_fcos_loc": 0.3204866088926792, "loss_mask": 0.6636093109846115, "loss_maskiou": 0.009376361209433526, "loss_sem_seg": 0.45890035666525364, "lr": 0.01, "mask_rcnn/accuracy": 0.6086742809234268, "mask_rcnn/false_negative": 0.041533014762667686, "mask_rcnn/false_positive": 0.8296798326210091, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 41.25, "time": 0.8078222470358014, "total_loss": 2.578507016703952} {"data_time": 0.016383391804993153, "eta_seconds": 214452.41265608463, "iteration": 2399, "loss_fcos_cls": 0.48067405400797725, "loss_fcos_ctr": 0.642556014470756, "loss_fcos_loc": 0.31939923483878374, "loss_mask": 0.6647141240537167, "loss_maskiou": 0.008760356613493059, "loss_sem_seg": 0.5129486722871661, "lr": 0.01, "mask_rcnn/accuracy": 0.5925640303291128, "mask_rcnn/false_negative": 0.03651919211864084, "mask_rcnn/false_positive": 0.7965008966027824, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7874320410192013, "total_loss": 2.61678152193781} {"data_time": 0.015632682479918003, "eta_seconds": 214436.3848824473, "iteration": 2419, "loss_fcos_cls": 0.46263969875872135, "loss_fcos_ctr": 0.6383203426375985, "loss_fcos_loc": 0.31974583584815264, "loss_mask": 0.661936204880476, "loss_maskiou": 0.008847871707985178, "loss_sem_seg": 0.5637033423408866, "lr": 0.01, "mask_rcnn/accuracy": 0.6062768190777317, "mask_rcnn/false_negative": 0.027328450873174467, "mask_rcnn/false_positive": 0.8721750996991313, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.804921486414969, "total_loss": 2.644418887561187} {"data_time": 0.016555579379200935, "eta_seconds": 214494.47636860516, "iteration": 2439, "loss_fcos_cls": 0.44269078597426414, "loss_fcos_ctr": 0.6412156680598855, "loss_fcos_loc": 0.3153531178832054, "loss_mask": 0.6618774235248566, "loss_maskiou": 0.008923191402573138, "loss_sem_seg": 0.5168694388121367, "lr": 0.01, "mask_rcnn/accuracy": 0.6001261912014273, "mask_rcnn/false_negative": 0.04400976743587102, "mask_rcnn/false_positive": 0.8314833779381672, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.25, "time": 0.7970358785241842, "total_loss": 2.584145796339726} {"data_time": 0.01579203549772501, "eta_seconds": 214557.3138698833, "iteration": 2459, "loss_fcos_cls": 0.44550005439668894, "loss_fcos_ctr": 0.6395011683925986, "loss_fcos_loc": 0.31852851063013077, "loss_mask": 0.6589256599545479, "loss_maskiou": 0.00928893723175861, "loss_sem_seg": 0.44930715672671795, "lr": 0.01, "mask_rcnn/accuracy": 0.5852213335445042, "mask_rcnn/false_negative": 0.03468869303521265, "mask_rcnn/false_positive": 0.8675512557644462, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.25, "time": 0.8043356789276004, "total_loss": 2.534006810368737} {"data_time": 0.01656859740614891, "eta_seconds": 214462.40974060353, "iteration": 2479, "loss_fcos_cls": 0.4475711057893932, "loss_fcos_ctr": 0.6404677769169211, "loss_fcos_loc": 0.30995537689886987, "loss_mask": 0.6622469015419483, "loss_maskiou": 0.007809266331605613, "loss_sem_seg": 0.5183312343433499, "lr": 0.01, "mask_rcnn/accuracy": 0.6073963676379642, "mask_rcnn/false_negative": 0.08737127936994693, "mask_rcnn/false_positive": 0.8222748968157594, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.8078501541167498, "total_loss": 2.6163769930717535} {"data_time": 0.015491639263927937, "eta_seconds": 214372.273787898, "iteration": 2499, "loss_fcos_cls": 0.4707319471053779, "loss_fcos_ctr": 0.6399716977030039, "loss_fcos_loc": 0.31176230125129223, "loss_mask": 0.6623401902616024, "loss_maskiou": 0.008505720368702896, "loss_sem_seg": 0.5151251219213009, "lr": 0.01, "mask_rcnn/accuracy": 0.6014430014430014, "mask_rcnn/false_negative": 0.04266560899759543, "mask_rcnn/false_positive": 0.8703419409813654, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.0, "time": 0.7934402683749795, "total_loss": 2.6255692573759006} {"data_time": 0.015990600921213627, "eta_seconds": 214289.95107537042, "iteration": 2519, "loss_fcos_cls": 0.4605388646014035, "loss_fcos_ctr": 0.638995872810483, "loss_fcos_loc": 0.3181118839420378, "loss_mask": 0.6625727191567421, "loss_maskiou": 0.009430759877432138, "loss_sem_seg": 0.519685922190547, "lr": 0.01, "mask_rcnn/accuracy": 0.595301746064995, "mask_rcnn/false_negative": 0.04047470838480814, "mask_rcnn/false_positive": 0.8281122632531819, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 34.5, "time": 0.7794388756155968, "total_loss": 2.6153888840053696} {"data_time": 0.016667147167026997, "eta_seconds": 214317.1704619173, "iteration": 2539, "loss_fcos_cls": 0.447527346201241, "loss_fcos_ctr": 0.6385487765073776, "loss_fcos_loc": 0.3172943932004273, "loss_mask": 0.6573264934122562, "loss_maskiou": 0.009359418909298256, "loss_sem_seg": 0.5015128999948502, "lr": 0.01, "mask_rcnn/accuracy": 0.603451857406319, "mask_rcnn/false_negative": 0.07833310372154328, "mask_rcnn/false_positive": 0.7504287424836955, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.8118387907743454, "total_loss": 2.5721020101191243} {"data_time": 0.016462186351418495, "eta_seconds": 214324.19046698604, "iteration": 2559, "loss_fcos_cls": 0.4601041590794921, "loss_fcos_ctr": 0.6379801402799785, "loss_fcos_loc": 0.31364276935346425, "loss_mask": 0.663213100284338, "loss_maskiou": 0.008675639444845729, "loss_sem_seg": 0.5101515483111143, "lr": 0.01, "mask_rcnn/accuracy": 0.6033680605109177, "mask_rcnn/false_negative": 0.0350281953774442, "mask_rcnn/false_positive": 0.8446486399145525, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 34.5, "time": 0.8010993842035532, "total_loss": 2.589759630132903} {"data_time": 0.015574709512293339, "eta_seconds": 214509.23642433342, "iteration": 2579, "loss_fcos_cls": 0.44723424641415477, "loss_fcos_ctr": 0.639034865424037, "loss_fcos_loc": 0.30742519861087203, "loss_mask": 0.6588656269013882, "loss_maskiou": 0.007972323568537831, "loss_sem_seg": 0.4940227302722633, "lr": 0.01, "mask_rcnn/accuracy": 0.6054651860744298, "mask_rcnn/false_negative": 0.04631374071320313, "mask_rcnn/false_positive": 0.8479120015117656, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 42.0, "time": 0.8179015070199966, "total_loss": 2.566064148602891} {"data_time": 0.015591722913086414, "eta_seconds": 214536.1449529985, "iteration": 2599, "loss_fcos_cls": 0.46747834235429764, "loss_fcos_ctr": 0.6412580953910947, "loss_fcos_loc": 0.3330488184001297, "loss_mask": 0.6560114063322544, "loss_maskiou": 0.008837459332426079, "loss_sem_seg": 0.49728174693882465, "lr": 0.01, "mask_rcnn/accuracy": 0.6315218645415782, "mask_rcnn/false_negative": 0.07007312399785368, "mask_rcnn/false_positive": 0.7864085135826375, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 40.5, "time": 0.8099804250523448, "total_loss": 2.6323722391971387} {"data_time": 0.015216032043099403, "eta_seconds": 214436.92668076605, "iteration": 2619, "loss_fcos_cls": 0.457871463149786, "loss_fcos_ctr": 0.6398556204512715, "loss_fcos_loc": 0.31875472515821457, "loss_mask": 0.6597185954451561, "loss_maskiou": 0.007727898337179795, "loss_sem_seg": 0.4730987139046192, "lr": 0.01, "mask_rcnn/accuracy": 0.5965725097635568, "mask_rcnn/false_negative": 0.03258840084307472, "mask_rcnn/false_positive": 0.8654019432162736, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.75, "time": 0.8031287621706724, "total_loss": 2.5706199454143643} {"data_time": 0.016804229468107224, "eta_seconds": 214339.37744361535, "iteration": 2639, "loss_fcos_cls": 0.45482133445329964, "loss_fcos_ctr": 0.6358225289732218, "loss_fcos_loc": 0.3086779728764668, "loss_mask": 0.6598065756261349, "loss_maskiou": 0.008633744873804972, "loss_sem_seg": 0.48125521652400494, "lr": 0.01, "mask_rcnn/accuracy": 0.6129395362796282, "mask_rcnn/false_negative": 0.05816919804093733, "mask_rcnn/false_positive": 0.8358181507139879, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.8059113901108503, "total_loss": 2.5604542745331855} {"data_time": 0.015055171214044094, "eta_seconds": 214177.79135879036, "iteration": 2659, "loss_fcos_cls": 0.44873584527522326, "loss_fcos_ctr": 0.6421762560494244, "loss_fcos_loc": 0.32210081978701055, "loss_mask": 0.6642154790461063, "loss_maskiou": 0.008816341503916192, "loss_sem_seg": 0.48827593214809895, "lr": 0.01, "mask_rcnn/accuracy": 0.5585427475399165, "mask_rcnn/false_negative": 0.2258488795325354, "mask_rcnn/false_positive": 0.6140980965722858, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.783156250603497, "total_loss": 2.5609626292498433} {"data_time": 0.016808331944048405, "eta_seconds": 214204.98811060376, "iteration": 2679, "loss_fcos_cls": 0.4560469910502434, "loss_fcos_ctr": 0.6381614962592721, "loss_fcos_loc": 0.31930007482878864, "loss_mask": 0.6617333739995956, "loss_maskiou": 0.00982055706117535, "loss_sem_seg": 0.4583446802571416, "lr": 0.01, "mask_rcnn/accuracy": 0.6062711204611715, "mask_rcnn/false_negative": 0.0674025764074998, "mask_rcnn/false_positive": 0.8156305871653551, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 36.5, "time": 0.8038685442879796, "total_loss": 2.5815817578695714} {"data_time": 0.014822205528616905, "eta_seconds": 214211.99605152477, "iteration": 2699, "loss_fcos_cls": 0.44874109234660864, "loss_fcos_ctr": 0.642952898517251, "loss_fcos_loc": 0.32132903090678155, "loss_mask": 0.6604028418660164, "loss_maskiou": 0.009200468746712431, "loss_sem_seg": 0.516223038546741, "lr": 0.01, "mask_rcnn/accuracy": 0.6355930025572882, "mask_rcnn/false_negative": 0.031504407729204695, "mask_rcnn/false_positive": 0.8444143483583011, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 34.75, "time": 0.7957132812589407, "total_loss": 2.582759193290258} {"data_time": 0.01580048631876707, "eta_seconds": 214151.8177255802, "iteration": 2719, "loss_fcos_cls": 0.4447841662913561, "loss_fcos_ctr": 0.6394035378471017, "loss_fcos_loc": 0.310480501037091, "loss_mask": 0.6612804494798183, "loss_maskiou": 0.007412968829157762, "loss_sem_seg": 0.5333126746118069, "lr": 0.01, "mask_rcnn/accuracy": 0.6221667020466723, "mask_rcnn/false_negative": 0.03515473615763974, "mask_rcnn/false_positive": 0.857911066512977, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 41.0, "time": 0.7960083372890949, "total_loss": 2.5970021360262763} {"data_time": 0.01687188260257244, "eta_seconds": 214135.79325562343, "iteration": 2739, "loss_fcos_cls": 0.44176015560515225, "loss_fcos_ctr": 0.641743728891015, "loss_fcos_loc": 0.3198055597022176, "loss_mask": 0.6589753776788712, "loss_maskiou": 0.008407589746639132, "loss_sem_seg": 0.4891506712883711, "lr": 0.01, "mask_rcnn/accuracy": 0.6095283542065768, "mask_rcnn/false_negative": 0.06851762470676931, "mask_rcnn/false_positive": 0.81835483503493, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7912749582901597, "total_loss": 2.582328207587125} {"data_time": 0.015514411963522434, "eta_seconds": 214243.17521033064, "iteration": 2759, "loss_fcos_cls": 0.44634012412279844, "loss_fcos_ctr": 0.6388314580544829, "loss_fcos_loc": 0.31467808480374515, "loss_mask": 0.6612120568752289, "loss_maskiou": 0.009054066496901214, "loss_sem_seg": 0.47806685185059905, "lr": 0.01, "mask_rcnn/accuracy": 0.6049491830630557, "mask_rcnn/false_negative": 0.08075209815124369, "mask_rcnn/false_positive": 0.75232571131837, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.75, "time": 0.8006289880722761, "total_loss": 2.543773494689958} {"data_time": 0.015364057384431362, "eta_seconds": 214103.74431570992, "iteration": 2779, "loss_fcos_cls": 0.45557144680060446, "loss_fcos_ctr": 0.6414636792615056, "loss_fcos_loc": 0.3185484013520181, "loss_mask": 0.6584227569401264, "loss_maskiou": 0.008676063582242932, "loss_sem_seg": 0.5310477493330836, "lr": 0.01, "mask_rcnn/accuracy": 0.617764605842337, "mask_rcnn/false_negative": 0.14144309681481762, "mask_rcnn/false_positive": 0.5599063973587433, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.0, "time": 0.7878870069980621, "total_loss": 2.6178145888552535} {"data_time": 0.018032114021480083, "eta_seconds": 214037.01509928703, "iteration": 2799, "loss_fcos_cls": 0.4385787450009957, "loss_fcos_ctr": 0.6385172624140978, "loss_fcos_loc": 0.31269639800302684, "loss_mask": 0.6552693247795105, "loss_maskiou": 0.008711111429875018, "loss_sem_seg": 0.5536950300447643, "lr": 0.01, "mask_rcnn/accuracy": 0.6515687003968254, "mask_rcnn/false_negative": 0.04981903612202217, "mask_rcnn/false_positive": 0.824548720142139, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.25, "time": 0.7955590523779392, "total_loss": 2.595351651623787} {"data_time": 0.015121761709451675, "eta_seconds": 213987.75175404642, "iteration": 2819, "loss_fcos_cls": 0.44576759077608585, "loss_fcos_ctr": 0.6405887957662344, "loss_fcos_loc": 0.31373479892499745, "loss_mask": 0.657957848161459, "loss_maskiou": 0.008484753605443984, "loss_sem_seg": 0.4986161356791854, "lr": 0.01, "mask_rcnn/accuracy": 0.6219776216938389, "mask_rcnn/false_negative": 0.042997112814316486, "mask_rcnn/false_positive": 0.8710718881125734, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.7857824126258492, "total_loss": 2.54749152585282} {"data_time": 0.016220455057919025, "eta_seconds": 213993.56094315182, "iteration": 2839, "loss_fcos_cls": 0.43845080817118287, "loss_fcos_ctr": 0.6351559045724571, "loss_fcos_loc": 0.30541110993362963, "loss_mask": 0.6594621911644936, "loss_maskiou": 0.008560445654438809, "loss_sem_seg": 0.5086513878777623, "lr": 0.01, "mask_rcnn/accuracy": 0.5826976223181581, "mask_rcnn/false_negative": 0.10788981767971384, "mask_rcnn/false_positive": 0.8074873900140156, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.25, "time": 0.8052162770181894, "total_loss": 2.5716923766594846} {"data_time": 0.015856287442147732, "eta_seconds": 213911.1742097335, "iteration": 2859, "loss_fcos_cls": 0.45098837465047836, "loss_fcos_ctr": 0.6399346254765987, "loss_fcos_loc": 0.3085139070171863, "loss_mask": 0.6582001112401485, "loss_maskiou": 0.008478593023028225, "loss_sem_seg": 0.5306223598308861, "lr": 0.01, "mask_rcnn/accuracy": 0.6284951767813097, "mask_rcnn/false_negative": 0.06952294850128841, "mask_rcnn/false_positive": 0.8035119562411626, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7940662708133459, "total_loss": 2.5911774315172806} {"data_time": 0.01615849696099758, "eta_seconds": 213817.50149890874, "iteration": 2879, "loss_fcos_cls": 0.46425383910536766, "loss_fcos_ctr": 0.6384072452783585, "loss_fcos_loc": 0.30925168748945, "loss_mask": 0.6580682322382927, "loss_maskiou": 0.008181148499716073, "loss_sem_seg": 0.5567728485912085, "lr": 0.01, "mask_rcnn/accuracy": 0.6038525343172984, "mask_rcnn/false_negative": 0.04233885341169253, "mask_rcnn/false_positive": 0.858465157095321, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.5, "time": 0.7925968738272786, "total_loss": 2.5909013899363345} {"data_time": 0.016418255865573883, "eta_seconds": 213732.26607176661, "iteration": 2899, "loss_fcos_cls": 0.42553506791591644, "loss_fcos_ctr": 0.6369001744315028, "loss_fcos_loc": 0.31216959236189723, "loss_mask": 0.6575109586119652, "loss_maskiou": 0.00878943977295421, "loss_sem_seg": 0.46866941172629595, "lr": 0.01, "mask_rcnn/accuracy": 0.62978570178837, "mask_rcnn/false_negative": 0.03505332623654463, "mask_rcnn/false_positive": 0.8492181217000061, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7907986994832754, "total_loss": 2.5141184122039704} {"data_time": 0.015807497315108776, "eta_seconds": 213716.2622180879, "iteration": 2919, "loss_fcos_cls": 0.43910406809300184, "loss_fcos_ctr": 0.6387988477945328, "loss_fcos_loc": 0.31374181574210525, "loss_mask": 0.658790148794651, "loss_maskiou": 0.008742280970182037, "loss_sem_seg": 0.5082264225929976, "lr": 0.01, "mask_rcnn/accuracy": 0.5851029489465689, "mask_rcnn/false_negative": 0.08270703318957903, "mask_rcnn/false_positive": 0.7923304898314323, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.75, "time": 0.8087651338428259, "total_loss": 2.552728591570485} {"data_time": 0.01623383443802595, "eta_seconds": 213682.1008140482, "iteration": 2939, "loss_fcos_cls": 0.4430332286283374, "loss_fcos_ctr": 0.6350550055503845, "loss_fcos_loc": 0.2988025441300124, "loss_mask": 0.6568676792085171, "loss_maskiou": 0.008597645617555827, "loss_sem_seg": 0.49418081901967525, "lr": 0.01, "mask_rcnn/accuracy": 0.6273806057749187, "mask_rcnn/false_negative": 0.13271708638913432, "mask_rcnn/false_positive": 0.6802280258245719, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.810619905591011, "total_loss": 2.5440562950388994} {"data_time": 0.01676861383020878, "eta_seconds": 213554.83432736993, "iteration": 2959, "loss_fcos_cls": 0.4524295823648572, "loss_fcos_ctr": 0.6411824421957135, "loss_fcos_loc": 0.31811964651569724, "loss_mask": 0.6574871093034744, "loss_maskiou": 0.008251237421063706, "loss_sem_seg": 0.537929208483547, "lr": 0.01, "mask_rcnn/accuracy": 0.6169973419332272, "mask_rcnn/false_negative": 0.03076262358728598, "mask_rcnn/false_positive": 0.873816307775742, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.75, "time": 0.7897744569927454, "total_loss": 2.586255726229865} {"data_time": 0.01535692811012268, "eta_seconds": 213472.0539446622, "iteration": 2979, "loss_fcos_cls": 0.4649226972833276, "loss_fcos_ctr": 0.6417298158630729, "loss_fcos_loc": 0.3137926559429616, "loss_mask": 0.6584430187940598, "loss_maskiou": 0.009176236140774563, "loss_sem_seg": 0.48229288682341576, "lr": 0.01, "mask_rcnn/accuracy": 0.596234587585034, "mask_rcnn/false_negative": 0.04386597094181869, "mask_rcnn/false_positive": 0.8090769000254157, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 40.0, "time": 0.7886157501488924, "total_loss": 2.589409438573057} {"data_time": 0.017176044173538685, "eta_seconds": 213501.38530290127, "iteration": 2999, "loss_fcos_cls": 0.4440155678894371, "loss_fcos_ctr": 0.6407911628484726, "loss_fcos_loc": 0.3102682791650295, "loss_mask": 0.6582199223339558, "loss_maskiou": 0.008501291420543566, "loss_sem_seg": 0.5046715065836906, "lr": 0.01, "mask_rcnn/accuracy": 0.6235650510204082, "mask_rcnn/false_negative": 0.03265253999244383, "mask_rcnn/false_positive": 0.7975624808143644, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.8153755059465766, "total_loss": 2.547620584067772} {"data_time": 0.01434100978076458, "eta_seconds": 213545.63730010297, "iteration": 3019, "loss_fcos_cls": 0.43286264408379793, "loss_fcos_ctr": 0.6396449487656355, "loss_fcos_loc": 0.3080927371047437, "loss_mask": 0.6557854935526848, "loss_maskiou": 0.007796601035806816, "loss_sem_seg": 0.48033443186432123, "lr": 0.01, "mask_rcnn/accuracy": 0.5855676454255172, "mask_rcnn/false_negative": 0.0344407451379607, "mask_rcnn/false_positive": 0.8719963597223158, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.75, "time": 0.8059826344251633, "total_loss": 2.5326695425319485} {"data_time": 0.014794635586440563, "eta_seconds": 213602.088344682, "iteration": 3039, "loss_fcos_cls": 0.4244774146936834, "loss_fcos_ctr": 0.6365337204188108, "loss_fcos_loc": 0.3061414211988449, "loss_mask": 0.656192597001791, "loss_maskiou": 0.008388649468543008, "loss_sem_seg": 0.48250657320022583, "lr": 0.01, "mask_rcnn/accuracy": 0.6194393828960155, "mask_rcnn/false_negative": 0.06268088144432649, "mask_rcnn/false_positive": 0.7975583187204421, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 42.25, "time": 0.8167157983407378, "total_loss": 2.528969051541935} {"data_time": 0.018331400118768215, "eta_seconds": 213586.08585080877, "iteration": 3059, "loss_fcos_cls": 0.43033332098275423, "loss_fcos_ctr": 0.638294467702508, "loss_fcos_loc": 0.318531047552824, "loss_mask": 0.6592117622494698, "loss_maskiou": 0.00813269626814872, "loss_sem_seg": 0.5062830420210958, "lr": 0.01, "mask_rcnn/accuracy": 0.5908860385909683, "mask_rcnn/false_negative": 0.05042362036962182, "mask_rcnn/false_positive": 0.8369638738279805, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 38.0, "time": 0.7981625879183412, "total_loss": 2.5540043071378022} {"data_time": 0.015044603496789932, "eta_seconds": 213612.62125546578, "iteration": 3079, "loss_fcos_cls": 0.44976233039051294, "loss_fcos_ctr": 0.6386722149327397, "loss_fcos_loc": 0.3127093184739351, "loss_mask": 0.6604152396321297, "loss_maskiou": 0.00874323550669942, "loss_sem_seg": 0.5283813206478953, "lr": 0.01, "mask_rcnn/accuracy": 0.608055882609454, "mask_rcnn/false_negative": 0.06956530572571551, "mask_rcnn/false_positive": 0.8296690948389085, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.8103466778993607, "total_loss": 2.5881971756607527} {"data_time": 0.015743854455649853, "eta_seconds": 213522.63017801754, "iteration": 3099, "loss_fcos_cls": 0.436950059607625, "loss_fcos_ctr": 0.6387491971254349, "loss_fcos_loc": 0.3114857883192599, "loss_mask": 0.655572135001421, "loss_maskiou": 0.00768501176207792, "loss_sem_seg": 0.5386890256777406, "lr": 0.01, "mask_rcnn/accuracy": 0.5902034258977222, "mask_rcnn/false_negative": 0.03956358290448132, "mask_rcnn/false_positive": 0.8502698847888895, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 39.75, "time": 0.7899871189147234, "total_loss": 2.5704138688597595} {"data_time": 0.01685239840298891, "eta_seconds": 213606.56347573176, "iteration": 3119, "loss_fcos_cls": 0.4263648053165525, "loss_fcos_ctr": 0.6394594833254814, "loss_fcos_loc": 0.3191927205771208, "loss_mask": 0.6558196507394314, "loss_maskiou": 0.008914455713238567, "loss_sem_seg": 0.5333716059103608, "lr": 0.01, "mask_rcnn/accuracy": 0.6193679893264812, "mask_rcnn/false_negative": 0.07231565815766328, "mask_rcnn/false_positive": 0.8206591865605266, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.8050884427502751, "total_loss": 2.592738796316553} {"data_time": 0.01727391965687275, "eta_seconds": 213564.60421193857, "iteration": 3139, "loss_fcos_cls": 0.408313421998173, "loss_fcos_ctr": 0.6381112057715654, "loss_fcos_loc": 0.3013823232613504, "loss_mask": 0.657641164958477, "loss_maskiou": 0.008660663865157403, "loss_sem_seg": 0.4789993707090616, "lr": 0.01, "mask_rcnn/accuracy": 0.6424960044258667, "mask_rcnn/false_negative": 0.10512389659463868, "mask_rcnn/false_positive": 0.7696932827431004, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.8039348516613245, "total_loss": 2.4984419378160965} {"data_time": 0.016605021432042122, "eta_seconds": 213612.87172888778, "iteration": 3159, "loss_fcos_cls": 0.42322003887966275, "loss_fcos_ctr": 0.6361488280817866, "loss_fcos_loc": 0.30064143938943744, "loss_mask": 0.6598023027181625, "loss_maskiou": 0.008342659508343786, "loss_sem_seg": 0.5343535169959068, "lr": 0.01, "mask_rcnn/accuracy": 0.6034887249486592, "mask_rcnn/false_negative": 0.07870656292161717, "mask_rcnn/false_positive": 0.7885348919288657, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.75, "time": 0.8012648606672883, "total_loss": 2.550562485397677} {"data_time": 0.014796706847846508, "eta_seconds": 213577.3659406798, "iteration": 3179, "loss_fcos_cls": 0.4264657055027783, "loss_fcos_ctr": 0.6385115468874574, "loss_fcos_loc": 0.30705586820840836, "loss_mask": 0.6570446230471134, "loss_maskiou": 0.0081828661786858, "loss_sem_seg": 0.49480447731912136, "lr": 0.01, "mask_rcnn/accuracy": 0.6225363029827315, "mask_rcnn/false_negative": 0.14085019653774966, "mask_rcnn/false_positive": 0.6239001331003713, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.75, "time": 0.7991375559940934, "total_loss": 2.4991719784156885} {"data_time": 0.016091641038656235, "eta_seconds": 213542.53297120705, "iteration": 3199, "loss_fcos_cls": 0.4389277305454016, "loss_fcos_ctr": 0.6404463611543179, "loss_fcos_loc": 0.30858628056012094, "loss_mask": 0.6561464034020901, "loss_maskiou": 0.007902460230980068, "loss_sem_seg": 0.5136496052145958, "lr": 0.01, "mask_rcnn/accuracy": 0.608993093129709, "mask_rcnn/false_negative": 0.09727291252291577, "mask_rcnn/false_positive": 0.7587337166784821, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7937428811565042, "total_loss": 2.5464640442150994} {"data_time": 0.015282496809959412, "eta_seconds": 213526.52534507588, "iteration": 3219, "loss_fcos_cls": 0.43910943111404777, "loss_fcos_ctr": 0.6385488733649254, "loss_fcos_loc": 0.31605929927900434, "loss_mask": 0.6572231352329254, "loss_maskiou": 0.008216288304538466, "loss_sem_seg": 0.5002903202548623, "lr": 0.01, "mask_rcnn/accuracy": 0.6006196715699267, "mask_rcnn/false_negative": 0.139394809589058, "mask_rcnn/false_positive": 0.6551224093645038, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.25, "time": 0.8007026640698314, "total_loss": 2.5612473135697655} {"data_time": 0.01683095283806324, "eta_seconds": 213529.338829034, "iteration": 3239, "loss_fcos_cls": 0.4382871948182583, "loss_fcos_ctr": 0.6397858317941427, "loss_fcos_loc": 0.3064755075611174, "loss_mask": 0.6565578132867813, "loss_maskiou": 0.007588137552374974, "loss_sem_seg": 0.47180082369595766, "lr": 0.01, "mask_rcnn/accuracy": 0.6158287884119165, "mask_rcnn/false_negative": 0.04601678902115229, "mask_rcnn/false_positive": 0.8424738681847699, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.5, "time": 0.7864821162074804, "total_loss": 2.52360352902906} {"data_time": 0.016002723015844822, "eta_seconds": 213513.32979181875, "iteration": 3259, "loss_fcos_cls": 0.42529633827507496, "loss_fcos_ctr": 0.6378312367014587, "loss_fcos_loc": 0.30301361344754696, "loss_mask": 0.6569609381258488, "loss_maskiou": 0.008576382693718188, "loss_sem_seg": 0.4923535864800215, "lr": 0.01, "mask_rcnn/accuracy": 0.596783564277984, "mask_rcnn/false_negative": 0.03496680051435185, "mask_rcnn/false_positive": 0.8661542983499697, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.5, "time": 0.8104772865772247, "total_loss": 2.535283867167891} {"data_time": 0.01591758243739605, "eta_seconds": 213497.32075460348, "iteration": 3279, "loss_fcos_cls": 0.4264820993412286, "loss_fcos_ctr": 0.637788811698556, "loss_fcos_loc": 0.299741675844416, "loss_mask": 0.6567890606820583, "loss_maskiou": 0.008507864433340728, "loss_sem_seg": 0.4638845641165972, "lr": 0.01, "mask_rcnn/accuracy": 0.6013413621262459, "mask_rcnn/false_negative": 0.05203318883836343, "mask_rcnn/false_positive": 0.8805053599156699, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7925763241946697, "total_loss": 2.5120451332768425} {"data_time": 0.015491674654185772, "eta_seconds": 213500.79823927395, "iteration": 3299, "loss_fcos_cls": 0.41551424004137516, "loss_fcos_ctr": 0.6343251736834645, "loss_fcos_loc": 0.2954530483111739, "loss_mask": 0.6549132876098156, "loss_maskiou": 0.0079124168260023, "loss_sem_seg": 0.4939667829312384, "lr": 0.01, "mask_rcnn/accuracy": 0.6272064381308079, "mask_rcnn/false_negative": 0.02343149871170376, "mask_rcnn/false_positive": 0.8714225950693126, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.8106566881760955, "total_loss": 2.5444310194870923} {"data_time": 0.016534006223082542, "eta_seconds": 213511.3137300834, "iteration": 3319, "loss_fcos_cls": 0.43217623699456453, "loss_fcos_ctr": 0.6386106787249446, "loss_fcos_loc": 0.30143302329815924, "loss_mask": 0.6559053100645542, "loss_maskiou": 0.00888365910941502, "loss_sem_seg": 0.5043649133294821, "lr": 0.01, "mask_rcnn/accuracy": 0.5900173805786051, "mask_rcnn/false_negative": 0.07223284494344528, "mask_rcnn/false_positive": 0.8389444825517782, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.8065411821007729, "total_loss": 2.56244092862471} {"data_time": 0.017497869208455086, "eta_seconds": 213468.77724224143, "iteration": 3339, "loss_fcos_cls": 0.44523134641349316, "loss_fcos_ctr": 0.6379941217601299, "loss_fcos_loc": 0.3048250279389322, "loss_mask": 0.6562659665942192, "loss_maskiou": 0.008109991395031102, "loss_sem_seg": 0.5537737924605608, "lr": 0.01, "mask_rcnn/accuracy": 0.6006924404377135, "mask_rcnn/false_negative": 0.0822074181223453, "mask_rcnn/false_positive": 0.7910596146109714, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7890235353261232, "total_loss": 2.59631278750021} {"data_time": 0.014362392015755177, "eta_seconds": 213414.47196215764, "iteration": 3359, "loss_fcos_cls": 0.44225579034537077, "loss_fcos_ctr": 0.6368064014241099, "loss_fcos_loc": 0.2975663309916854, "loss_mask": 0.6531649678945541, "loss_maskiou": 0.008154552604537457, "loss_sem_seg": 0.5072583695873618, "lr": 0.01, "mask_rcnn/accuracy": 0.6251487751249367, "mask_rcnn/false_negative": 0.03759069162267861, "mask_rcnn/false_positive": 0.8566649738759265, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 42.75, "time": 0.7938742879778147, "total_loss": 2.579536767996615} {"data_time": 0.015076500363647938, "eta_seconds": 213307.81772027723, "iteration": 3379, "loss_fcos_cls": 0.4427231242880225, "loss_fcos_ctr": 0.6380904754623771, "loss_fcos_loc": 0.29997254256159067, "loss_mask": 0.6537014618515968, "loss_maskiou": 0.009086251811822876, "loss_sem_seg": 0.48110829712823033, "lr": 0.01, "mask_rcnn/accuracy": 0.6236548091458806, "mask_rcnn/false_negative": 0.032068154909920266, "mask_rcnn/false_positive": 0.8481444332563284, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 36.5, "time": 0.7871111091226339, "total_loss": 2.5290093512594467} {"data_time": 0.015558323822915554, "eta_seconds": 213335.56834425777, "iteration": 3399, "loss_fcos_cls": 0.43164888117462397, "loss_fcos_ctr": 0.6367145711556077, "loss_fcos_loc": 0.3044471386820078, "loss_mask": 0.6574398316442966, "loss_maskiou": 0.008077764505287632, "loss_sem_seg": 0.4534152131527662, "lr": 0.01, "mask_rcnn/accuracy": 0.6034529883381925, "mask_rcnn/false_negative": 0.051761222127001946, "mask_rcnn/false_positive": 0.8609398601618443, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7811652664095163, "total_loss": 2.4504797154513653} {"data_time": 0.016570784151554108, "eta_seconds": 213260.41023714282, "iteration": 3419, "loss_fcos_cls": 0.4291314436122775, "loss_fcos_ctr": 0.6373465675860643, "loss_fcos_loc": 0.30328692868351936, "loss_mask": 0.6566062979400158, "loss_maskiou": 0.008128899295115843, "loss_sem_seg": 0.5173151297494769, "lr": 0.01, "mask_rcnn/accuracy": 0.5929250867013471, "mask_rcnn/false_negative": 0.03481474489569728, "mask_rcnn/false_positive": 0.8771609924298297, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7695173276588321, "total_loss": 2.5290442151090247} {"data_time": 0.016558858565986156, "eta_seconds": 213259.81524086557, "iteration": 3439, "loss_fcos_cls": 0.44048031885176897, "loss_fcos_ctr": 0.6336156483739614, "loss_fcos_loc": 0.29136127629317343, "loss_mask": 0.6520968750119209, "loss_maskiou": 0.007339542142290156, "loss_sem_seg": 0.4814367676153779, "lr": 0.01, "mask_rcnn/accuracy": 0.60033323842191, "mask_rcnn/false_negative": 0.03869763941406784, "mask_rcnn/false_positive": 0.8643795294181772, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.8105304334312677, "total_loss": 2.512474485047278} {"data_time": 0.015568994916975498, "eta_seconds": 213287.55601834506, "iteration": 3459, "loss_fcos_cls": 0.4256428871303797, "loss_fcos_ctr": 0.6379424082115293, "loss_fcos_loc": 0.2990867346525192, "loss_mask": 0.6541824340820312, "loss_maskiou": 0.008132530419970863, "loss_sem_seg": 0.5109406309202313, "lr": 0.01, "mask_rcnn/accuracy": 0.5950992093359999, "mask_rcnn/false_negative": 0.13033049232573313, "mask_rcnn/false_positive": 0.7527653416282118, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.0, "time": 0.8104893211275339, "total_loss": 2.550017905770801} {"data_time": 0.0153129193931818, "eta_seconds": 213227.81358792447, "iteration": 3479, "loss_fcos_cls": 0.4396414873190224, "loss_fcos_ctr": 0.6361717297695577, "loss_fcos_loc": 0.3068444285891019, "loss_mask": 0.6550319194793701, "loss_maskiou": 0.008448321037576534, "loss_sem_seg": 0.45585524942725897, "lr": 0.01, "mask_rcnn/accuracy": 0.6190536846532091, "mask_rcnn/false_negative": 0.10425290982159288, "mask_rcnn/false_positive": 0.6731515318301672, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7942895963788033, "total_loss": 2.493537701142486} {"data_time": 0.015428389422595501, "eta_seconds": 213234.03098559752, "iteration": 3499, "loss_fcos_cls": 0.4346154653467238, "loss_fcos_ctr": 0.6347400108352304, "loss_fcos_loc": 0.29183789005037397, "loss_mask": 0.6559391766786575, "loss_maskiou": 0.007598586176754907, "loss_sem_seg": 0.5334027949720621, "lr": 0.01, "mask_rcnn/accuracy": 0.6001298588720572, "mask_rcnn/false_negative": 0.07848530471231563, "mask_rcnn/false_positive": 0.7800628794556874, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 42.0, "time": 0.8024475621059537, "total_loss": 2.545770524011459} {"data_time": 0.015947038307785988, "eta_seconds": 213218.02849172428, "iteration": 3519, "loss_fcos_cls": 0.4574404857121408, "loss_fcos_ctr": 0.6373786553740501, "loss_fcos_loc": 0.3095998594071716, "loss_mask": 0.6581392548978329, "loss_maskiou": 0.008319313870742917, "loss_sem_seg": 0.5366668170318007, "lr": 0.01, "mask_rcnn/accuracy": 0.6091074958523068, "mask_rcnn/false_negative": 0.05553835650750208, "mask_rcnn/false_positive": 0.792856229174524, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.75, "time": 0.7928456952795386, "total_loss": 2.599892296762846} {"data_time": 0.014086268842220306, "eta_seconds": 213247.88741817046, "iteration": 3539, "loss_fcos_cls": 0.4293202329427004, "loss_fcos_ctr": 0.6411383496597409, "loss_fcos_loc": 0.31895991624332964, "loss_mask": 0.6582014858722687, "loss_maskiou": 0.008476147166220471, "loss_sem_seg": 0.525501964148134, "lr": 0.01, "mask_rcnn/accuracy": 0.5992459483793517, "mask_rcnn/false_negative": 0.050419344543246744, "mask_rcnn/false_positive": 0.8288031060369865, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.0, "time": 0.8061676798388362, "total_loss": 2.5330966071633156} {"data_time": 0.01705966331064701, "eta_seconds": 213277.5446682172, "iteration": 3559, "loss_fcos_cls": 0.4315870050340891, "loss_fcos_ctr": 0.6398994075134397, "loss_fcos_loc": 0.3101605416741222, "loss_mask": 0.658069871366024, "loss_maskiou": 0.008679576858412474, "loss_sem_seg": 0.547867021523416, "lr": 0.01, "mask_rcnn/accuracy": 0.6066300920688105, "mask_rcnn/false_negative": 0.06961661209988071, "mask_rcnn/false_positive": 0.8225804497431424, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.8125541666522622, "total_loss": 2.5732264506077627} {"data_time": 0.016159302555024624, "eta_seconds": 213215.87554590125, "iteration": 3579, "loss_fcos_cls": 0.4311217595823109, "loss_fcos_ctr": 0.6373971337452531, "loss_fcos_loc": 0.298795287264511, "loss_mask": 0.6514993123710155, "loss_maskiou": 0.008139393088640645, "loss_sem_seg": 0.4645511107519269, "lr": 0.01, "mask_rcnn/accuracy": 0.6157945320985537, "mask_rcnn/false_negative": 0.044068694828904444, "mask_rcnn/false_positive": 0.8373089880076866, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.75, "time": 0.8025996210053563, "total_loss": 2.5028732156788465} {"data_time": 0.01551535539329052, "eta_seconds": 213222.3804485835, "iteration": 3599, "loss_fcos_cls": 0.43191885109990835, "loss_fcos_ctr": 0.6365458769723773, "loss_fcos_loc": 0.3054584404453635, "loss_mask": 0.6585958898067474, "loss_maskiou": 0.008524494944140315, "loss_sem_seg": 0.5110394563525915, "lr": 0.01, "mask_rcnn/accuracy": 0.5937321106563243, "mask_rcnn/false_negative": 0.03396073681996983, "mask_rcnn/false_positive": 0.8759666392819001, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.8095839945599437, "total_loss": 2.551653905014973} {"data_time": 0.01600322686135769, "eta_seconds": 213183.86367363203, "iteration": 3619, "loss_fcos_cls": 0.42198431910946965, "loss_fcos_ctr": 0.6364404344931245, "loss_fcos_loc": 0.30105355381965637, "loss_mask": 0.6541760228574276, "loss_maskiou": 0.00809729235334089, "loss_sem_seg": 0.45841377787292004, "lr": 0.01, "mask_rcnn/accuracy": 0.6250153036981008, "mask_rcnn/false_negative": 0.03525905329211293, "mask_rcnn/false_positive": 0.8666041289496689, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.7934504672884941, "total_loss": 2.481999622134026} {"data_time": 0.014391184784471989, "eta_seconds": 213167.85773749743, "iteration": 3639, "loss_fcos_cls": 0.41451777797192335, "loss_fcos_ctr": 0.6399540435522795, "loss_fcos_loc": 0.3096164991147816, "loss_mask": 0.6569146700203419, "loss_maskiou": 0.007713982937275432, "loss_sem_seg": 0.46890707314014435, "lr": 0.01, "mask_rcnn/accuracy": 0.5720628200564518, "mask_rcnn/false_negative": 0.08883609347072938, "mask_rcnn/false_positive": 0.7803373010183767, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 44.25, "time": 0.8094538962468505, "total_loss": 2.5067788557935273} {"data_time": 0.01689860224723816, "eta_seconds": 213239.10143648833, "iteration": 3659, "loss_fcos_cls": 0.41358475014567375, "loss_fcos_ctr": 0.6399046387523413, "loss_fcos_loc": 0.31327190762385726, "loss_mask": 0.6589181758463383, "loss_maskiou": 0.008161190169630572, "loss_sem_seg": 0.4542139181867242, "lr": 0.01, "mask_rcnn/accuracy": 0.6127087110027161, "mask_rcnn/false_negative": 0.09413980839309602, "mask_rcnn/false_positive": 0.778965821371084, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.25, "time": 0.7992848353460431, "total_loss": 2.477543679793598} {"data_time": 0.01463770680129528, "eta_seconds": 213085.6042585438, "iteration": 3679, "loss_fcos_cls": 0.4368510521017015, "loss_fcos_ctr": 0.6365365022793412, "loss_fcos_loc": 0.29312253440730274, "loss_mask": 0.6510987356305122, "loss_maskiou": 0.007974822830874473, "loss_sem_seg": 0.48236315231770277, "lr": 0.01, "mask_rcnn/accuracy": 0.625760582010582, "mask_rcnn/false_negative": 0.06340130676847969, "mask_rcnn/false_positive": 0.7928239158798543, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.0, "time": 0.791550132445991, "total_loss": 2.485760882438626} {"data_time": 0.016029253602027893, "eta_seconds": 212962.12876574323, "iteration": 3699, "loss_fcos_cls": 0.4262589355930686, "loss_fcos_ctr": 0.6359744658693671, "loss_fcos_loc": 0.30697242252063006, "loss_mask": 0.6538407504558563, "loss_maskiou": 0.008940443338360637, "loss_sem_seg": 0.5041345953941345, "lr": 0.01, "mask_rcnn/accuracy": 0.5934961209971152, "mask_rcnn/false_negative": 0.09060403759807548, "mask_rcnn/false_positive": 0.8159613816405251, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7830021074041724, "total_loss": 2.5612962315935874} {"data_time": 0.014950995333492756, "eta_seconds": 212946.13467418775, "iteration": 3719, "loss_fcos_cls": 0.4216729085892439, "loss_fcos_ctr": 0.6389986174181104, "loss_fcos_loc": 0.2945900997146964, "loss_mask": 0.6525084227323532, "loss_maskiou": 0.0076746492050006054, "loss_sem_seg": 0.5037827701307833, "lr": 0.01, "mask_rcnn/accuracy": 0.6133278468373221, "mask_rcnn/false_negative": 0.07877706123542624, "mask_rcnn/false_positive": 0.6987097901599104, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.25, "time": 0.7970734927803278, "total_loss": 2.5332993485171755} {"data_time": 0.015307837165892124, "eta_seconds": 212930.14058263227, "iteration": 3739, "loss_fcos_cls": 0.4174047205597162, "loss_fcos_ctr": 0.6371035766787827, "loss_fcos_loc": 0.29809461859986186, "loss_mask": 0.6526170037686825, "loss_maskiou": 0.007733185513643548, "loss_sem_seg": 0.4616241161711514, "lr": 0.01, "mask_rcnn/accuracy": 0.6052948971151736, "mask_rcnn/false_negative": 0.08930196263300774, "mask_rcnn/false_positive": 0.7399190990567213, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 41.75, "time": 0.8002302944660187, "total_loss": 2.4807323427521624} {"data_time": 0.016059485264122486, "eta_seconds": 212914.1464910768, "iteration": 3759, "loss_fcos_cls": 0.42826819233596325, "loss_fcos_ctr": 0.6359135555103421, "loss_fcos_loc": 0.29511812422424555, "loss_mask": 0.6536542885005474, "loss_maskiou": 0.008796328387688845, "loss_sem_seg": 0.46178662264719605, "lr": 0.01, "mask_rcnn/accuracy": 0.6359709062196307, "mask_rcnn/false_negative": 0.03961619682448174, "mask_rcnn/false_positive": 0.8562856732604238, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.7988441437482834, "total_loss": 2.4942291270854184} {"data_time": 0.014952361583709717, "eta_seconds": 212898.15239952132, "iteration": 3779, "loss_fcos_cls": 0.42230455577373505, "loss_fcos_ctr": 0.6391489021480083, "loss_fcos_loc": 0.31148399342782795, "loss_mask": 0.6545690223574638, "loss_maskiou": 0.008187484636437148, "loss_sem_seg": 0.4559149984270334, "lr": 0.01, "mask_rcnn/accuracy": 0.5938398424846129, "mask_rcnn/false_negative": 0.09735427790804987, "mask_rcnn/false_positive": 0.7954768304824404, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.25, "time": 0.7830345137044787, "total_loss": 2.497990938136354} {"data_time": 0.01614251360297203, "eta_seconds": 212882.15830796584, "iteration": 3799, "loss_fcos_cls": 0.41595013113692403, "loss_fcos_ctr": 0.6417545499280095, "loss_fcos_loc": 0.3063864139840007, "loss_mask": 0.6525043956935406, "loss_maskiou": 0.008077949314611033, "loss_sem_seg": 0.48377943504601717, "lr": 0.01, "mask_rcnn/accuracy": 0.6257660769604678, "mask_rcnn/false_negative": 0.10948251772615397, "mask_rcnn/false_positive": 0.6665237053934884, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.0, "time": 0.7885379772633314, "total_loss": 2.5119625238876324} {"data_time": 0.01817501150071621, "eta_seconds": 212908.77184533142, "iteration": 3819, "loss_fcos_cls": 0.42349076783284545, "loss_fcos_ctr": 0.636239861138165, "loss_fcos_loc": 0.29571632656734437, "loss_mask": 0.6555465124547482, "loss_maskiou": 0.007194390535005368, "loss_sem_seg": 0.5013892664574087, "lr": 0.01, "mask_rcnn/accuracy": 0.6247160961158656, "mask_rcnn/false_negative": 0.0944549956250779, "mask_rcnn/false_positive": 0.7668441838564732, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.75, "time": 0.7957259053364396, "total_loss": 2.5462610192480497} {"data_time": 0.01607729960232973, "eta_seconds": 212843.7938626567, "iteration": 3839, "loss_fcos_cls": 0.4108724985271692, "loss_fcos_ctr": 0.6374417738988996, "loss_fcos_loc": 0.2957802687305957, "loss_mask": 0.656372494995594, "loss_maskiou": 0.008398214122280478, "loss_sem_seg": 0.4712715093046427, "lr": 0.01, "mask_rcnn/accuracy": 0.634870019436346, "mask_rcnn/false_negative": 0.04307532658912582, "mask_rcnn/false_positive": 0.822262864509086, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.0, "time": 0.802064698189497, "total_loss": 2.48723082588549} {"data_time": 0.014811573550105095, "eta_seconds": 212876.77725941502, "iteration": 3859, "loss_fcos_cls": 0.40945767564699054, "loss_fcos_ctr": 0.6404781388118863, "loss_fcos_loc": 0.3069634474813938, "loss_mask": 0.6551211103796959, "loss_maskiou": 0.008181208395399153, "loss_sem_seg": 0.48077976051717997, "lr": 0.01, "mask_rcnn/accuracy": 0.6222532663859195, "mask_rcnn/false_negative": 0.04141260200658884, "mask_rcnn/false_positive": 0.8444130806515131, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.8112546149641275, "total_loss": 2.489941093241214} {"data_time": 0.016620932146906853, "eta_seconds": 212912.2493370194, "iteration": 3879, "loss_fcos_cls": 0.4248987641185522, "loss_fcos_ctr": 0.6352998991496861, "loss_fcos_loc": 0.2989528439939022, "loss_mask": 0.6511547975242138, "loss_maskiou": 0.007263616978889331, "loss_sem_seg": 0.48749497858807445, "lr": 0.01, "mask_rcnn/accuracy": 0.6211872426663394, "mask_rcnn/false_negative": 0.1561936837919394, "mask_rcnn/false_positive": 0.6777810522743611, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.5, "time": 0.812556816264987, "total_loss": 2.5230704632849665} {"data_time": 0.014370443299412727, "eta_seconds": 213039.78891893663, "iteration": 3899, "loss_fcos_cls": 0.4232445158995688, "loss_fcos_ctr": 0.6349866334348917, "loss_fcos_loc": 0.2908371249213815, "loss_mask": 0.6536430008709431, "loss_maskiou": 0.007858550517994445, "loss_sem_seg": 0.4991676192730665, "lr": 0.01, "mask_rcnn/accuracy": 0.6279658459365889, "mask_rcnn/false_negative": 0.03890806072793325, "mask_rcnn/false_positive": 0.832506320839727, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.81398880854249, "total_loss": 2.5274635144742206} {"data_time": 0.01603428926318884, "eta_seconds": 213049.3923084084, "iteration": 3919, "loss_fcos_cls": 0.4169323593378067, "loss_fcos_ctr": 0.6388948820531368, "loss_fcos_loc": 0.29700052877888083, "loss_mask": 0.6547015346586704, "loss_maskiou": 0.008368767681531608, "loss_sem_seg": 0.47473740205168724, "lr": 0.01, "mask_rcnn/accuracy": 0.594782431415189, "mask_rcnn/false_negative": 0.08653681848523212, "mask_rcnn/false_positive": 0.792954925389054, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.8141530761495233, "total_loss": 2.489638644081424} {"data_time": 0.017185738310217857, "eta_seconds": 212888.2330307169, "iteration": 3939, "loss_fcos_cls": 0.42341451020911336, "loss_fcos_ctr": 0.6371909892186522, "loss_fcos_loc": 0.29508983669802547, "loss_mask": 0.6500385291874409, "loss_maskiou": 0.00865622833953239, "loss_sem_seg": 0.499827922321856, "lr": 0.01, "mask_rcnn/accuracy": 0.5954122087267744, "mask_rcnn/false_negative": 0.07151828579762504, "mask_rcnn/false_positive": 0.8582654165390413, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.5, "time": 0.7831172877922654, "total_loss": 2.5135309440811398} {"data_time": 0.01592336967587471, "eta_seconds": 212934.87697385438, "iteration": 3959, "loss_fcos_cls": 0.4118884881027043, "loss_fcos_ctr": 0.6347538148984313, "loss_fcos_loc": 0.30238637840375304, "loss_mask": 0.6572375111281872, "loss_maskiou": 0.008403063038713299, "loss_sem_seg": 0.49535295530222356, "lr": 0.01, "mask_rcnn/accuracy": 0.5776468953178617, "mask_rcnn/false_negative": 0.028107027041116454, "mask_rcnn/false_positive": 0.8797520446258268, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.8081493619829416, "total_loss": 2.511955184148974} {"data_time": 0.014964370988309383, "eta_seconds": 212918.86930007674, "iteration": 3979, "loss_fcos_cls": 0.42382345255464315, "loss_fcos_ctr": 0.6359208477661014, "loss_fcos_loc": 0.2975660189986229, "loss_mask": 0.6579658091068268, "loss_maskiou": 0.007448534815921448, "loss_sem_seg": 0.4633074225857854, "lr": 0.01, "mask_rcnn/accuracy": 0.6029923627625617, "mask_rcnn/false_negative": 0.06361032220279454, "mask_rcnn/false_positive": 0.7749770426097536, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7979874406009912, "total_loss": 2.4900237610563636} {"data_time": 0.015989418141543865, "eta_seconds": 212802.2672714498, "iteration": 3999, "loss_fcos_cls": 0.41103158704936504, "loss_fcos_ctr": 0.6365273389965296, "loss_fcos_loc": 0.29047894827090204, "loss_mask": 0.6547280736267567, "loss_maskiou": 0.007744989954517223, "loss_sem_seg": 0.4562241258099675, "lr": 0.01, "mask_rcnn/accuracy": 0.6201324409163251, "mask_rcnn/false_negative": 0.038537378879530196, "mask_rcnn/false_positive": 0.822945509792084, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 42.0, "time": 0.7960243942216039, "total_loss": 2.4550851607345976} {"data_time": 0.015568028204143047, "eta_seconds": 212748.31091895327, "iteration": 4019, "loss_fcos_cls": 0.4001376833766699, "loss_fcos_ctr": 0.6368421418592334, "loss_fcos_loc": 0.2930482882075012, "loss_mask": 0.6513827256858349, "loss_maskiou": 0.007494083998608403, "loss_sem_seg": 0.5190126672387123, "lr": 0.01, "mask_rcnn/accuracy": 0.5959319919594246, "mask_rcnn/false_negative": 0.06421341870503562, "mask_rcnn/false_positive": 0.825020421948941, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.75, "time": 0.7906010653823614, "total_loss": 2.4969924919423647} {"data_time": 0.017128589563071728, "eta_seconds": 212690.22920930013, "iteration": 4039, "loss_fcos_cls": 0.4323100415058434, "loss_fcos_ctr": 0.6379664335399866, "loss_fcos_loc": 0.2946457671932876, "loss_mask": 0.6567898541688919, "loss_maskiou": 0.007607738269143738, "loss_sem_seg": 0.507353849709034, "lr": 0.01, "mask_rcnn/accuracy": 0.6175288186191847, "mask_rcnn/false_negative": 0.04340014880523333, "mask_rcnn/false_positive": 0.7964512369722512, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.8035253090783954, "total_loss": 2.5171294918545755} {"data_time": 0.016768036410212517, "eta_seconds": 212658.8870782815, "iteration": 4059, "loss_fcos_cls": 0.40583944460377097, "loss_fcos_ctr": 0.6336259795352817, "loss_fcos_loc": 0.29943080339580774, "loss_mask": 0.6509092524647713, "loss_maskiou": 0.008114197029499337, "loss_sem_seg": 0.47082733269780874, "lr": 0.01, "mask_rcnn/accuracy": 0.6370161159701976, "mask_rcnn/false_negative": 0.06632987212284167, "mask_rcnn/false_positive": 0.7869633105410491, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.0, "time": 0.7960197702050209, "total_loss": 2.471197087477776} {"data_time": 0.014740562997758389, "eta_seconds": 212580.9047905933, "iteration": 4079, "loss_fcos_cls": 0.424647135194391, "loss_fcos_ctr": 0.6413047593086958, "loss_fcos_loc": 0.3057621577754617, "loss_mask": 0.6515054069459438, "loss_maskiou": 0.00779469043482095, "loss_sem_seg": 0.49268102273344994, "lr": 0.01, "mask_rcnn/accuracy": 0.6102047008123638, "mask_rcnn/false_negative": 0.060044937705935705, "mask_rcnn/false_positive": 0.7588329388670647, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 35.25, "time": 0.7953075645491481, "total_loss": 2.5518128255353076} {"data_time": 0.017794557847082615, "eta_seconds": 212635.87690110225, "iteration": 4099, "loss_fcos_cls": 0.42019597766920924, "loss_fcos_ctr": 0.6361868921667337, "loss_fcos_loc": 0.2977668633684516, "loss_mask": 0.6533427871763706, "loss_maskiou": 0.008206483733374625, "loss_sem_seg": 0.4444439010694623, "lr": 0.01, "mask_rcnn/accuracy": 0.630147105034623, "mask_rcnn/false_negative": 0.02755309289285571, "mask_rcnn/false_positive": 0.8670579191603571, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.0, "time": 0.8067311448976398, "total_loss": 2.458580796039314} {"data_time": 0.01570130605250597, "eta_seconds": 212556.25460230652, "iteration": 4119, "loss_fcos_cls": 0.4170091301202774, "loss_fcos_ctr": 0.6367130242288113, "loss_fcos_loc": 0.29725759266875684, "loss_mask": 0.652836874127388, "loss_maskiou": 0.007643293036380783, "loss_sem_seg": 0.4939427771605551, "lr": 0.01, "mask_rcnn/accuracy": 0.5731292517006803, "mask_rcnn/false_negative": 0.03049178132748899, "mask_rcnn/false_positive": 0.8327975128201621, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.5, "time": 0.7941322969272733, "total_loss": 2.513426144476398} {"data_time": 0.017158696427941322, "eta_seconds": 212532.9399653729, "iteration": 4139, "loss_fcos_cls": 0.4158726464956999, "loss_fcos_ctr": 0.6416466943919659, "loss_fcos_loc": 0.3099775725277141, "loss_mask": 0.6526120565831661, "loss_maskiou": 0.00888915522955358, "loss_sem_seg": 0.49806542694568634, "lr": 0.01, "mask_rcnn/accuracy": 0.6238738915175633, "mask_rcnn/false_negative": 0.0661885062927887, "mask_rcnn/false_positive": 0.7654381594645219, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.8018252532929182, "total_loss": 2.5108426033402793} {"data_time": 0.0168943889439106, "eta_seconds": 212398.4056319762, "iteration": 4159, "loss_fcos_cls": 0.4191039693541825, "loss_fcos_ctr": 0.6340557327494025, "loss_fcos_loc": 0.29324284894391894, "loss_mask": 0.6540390513837337, "loss_maskiou": 0.007129793681087904, "loss_sem_seg": 0.514961970038712, "lr": 0.01, "mask_rcnn/accuracy": 0.6506477591036415, "mask_rcnn/false_negative": 0.03826485358558786, "mask_rcnn/false_positive": 0.8592711652573994, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.25, "time": 0.7797716353088617, "total_loss": 2.5365584915562067} {"data_time": 0.014808246865868568, "eta_seconds": 212356.34628264606, "iteration": 4179, "loss_fcos_cls": 0.41690987814217806, "loss_fcos_ctr": 0.6383414398878813, "loss_fcos_loc": 0.301509061595425, "loss_mask": 0.6525377817451954, "loss_maskiou": 0.0077836952259531245, "loss_sem_seg": 0.5123024880886078, "lr": 0.01, "mask_rcnn/accuracy": 0.5992072890164023, "mask_rcnn/false_negative": 0.11278653643291757, "mask_rcnn/false_positive": 0.6950632237018863, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.0, "time": 0.7911840919405222, "total_loss": 2.495378894425812} {"data_time": 0.01592856179922819, "eta_seconds": 212336.602468797, "iteration": 4199, "loss_fcos_cls": 0.4041013065725565, "loss_fcos_ctr": 0.6361679080873728, "loss_fcos_loc": 0.289417183957994, "loss_mask": 0.649196345359087, "loss_maskiou": 0.007582428341265768, "loss_sem_seg": 0.40394972916692495, "lr": 0.01, "mask_rcnn/accuracy": 0.597783784360139, "mask_rcnn/false_negative": 0.10932456967679602, "mask_rcnn/false_positive": 0.7624461292492308, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 25.25, "time": 0.7939627431333065, "total_loss": 2.378862534518703} {"data_time": 0.01524712797254324, "eta_seconds": 212328.111590066, "iteration": 4219, "loss_fcos_cls": 0.4047066252678633, "loss_fcos_ctr": 0.6374544436112046, "loss_fcos_loc": 0.29044854105450213, "loss_mask": 0.6514085792005062, "loss_maskiou": 0.007466320472303778, "loss_sem_seg": 0.49310816638171673, "lr": 0.01, "mask_rcnn/accuracy": 0.5846408036761064, "mask_rcnn/false_negative": 0.07858903111854834, "mask_rcnn/false_positive": 0.7744629416120247, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.8098649960011244, "total_loss": 2.494149435806321} {"data_time": 0.016498022712767124, "eta_seconds": 212495.57537332457, "iteration": 4239, "loss_fcos_cls": 0.4144990243948996, "loss_fcos_ctr": 0.6362768216058612, "loss_fcos_loc": 0.29062271071597934, "loss_mask": 0.6526637449860573, "loss_maskiou": 0.006890305288834497, "loss_sem_seg": 0.495286057703197, "lr": 0.01, "mask_rcnn/accuracy": 0.6129704828581557, "mask_rcnn/false_negative": 0.09080207813086216, "mask_rcnn/false_positive": 0.7424897425477245, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.0, "time": 0.8179778568446636, "total_loss": 2.504455555252207} {"data_time": 0.016162322834134102, "eta_seconds": 212414.9034652654, "iteration": 4259, "loss_fcos_cls": 0.4025552710518241, "loss_fcos_ctr": 0.6354355225339532, "loss_fcos_loc": 0.2892313343472779, "loss_mask": 0.6509739942848682, "loss_maskiou": 0.0076467762410175055, "loss_sem_seg": 0.5198977785184979, "lr": 0.01, "mask_rcnn/accuracy": 0.6318102477025429, "mask_rcnn/false_negative": 0.055097828924189005, "mask_rcnn/false_positive": 0.7304340813669759, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7943695578724146, "total_loss": 2.4911460943258135} {"data_time": 0.014875632710754871, "eta_seconds": 212421.02203985862, "iteration": 4279, "loss_fcos_cls": 0.41039571166038513, "loss_fcos_ctr": 0.6380605520680547, "loss_fcos_loc": 0.3062918190844357, "loss_mask": 0.6524797976016998, "loss_maskiou": 0.007983554634847678, "loss_sem_seg": 0.47831828612834215, "lr": 0.01, "mask_rcnn/accuracy": 0.6079430408788085, "mask_rcnn/false_negative": 0.07722105383041758, "mask_rcnn/false_positive": 0.856163526546441, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.0, "time": 0.798480630852282, "total_loss": 2.489407741348259} {"data_time": 0.014361938461661339, "eta_seconds": 212405.03376478516, "iteration": 4299, "loss_fcos_cls": 0.42369272373616695, "loss_fcos_ctr": 0.6361001916229725, "loss_fcos_loc": 0.30391548993065953, "loss_mask": 0.6526585444808006, "loss_maskiou": 0.007920379081042483, "loss_sem_seg": 0.4960009139031172, "lr": 0.01, "mask_rcnn/accuracy": 0.5764246062306324, "mask_rcnn/false_negative": 0.07956842201245592, "mask_rcnn/false_positive": 0.818623349760158, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.8035828173160553, "total_loss": 2.5100111060019117} {"data_time": 0.015198368579149246, "eta_seconds": 212257.92142254114, "iteration": 4319, "loss_fcos_cls": 0.3951970348134637, "loss_fcos_ctr": 0.6324466010555625, "loss_fcos_loc": 0.2884201689157635, "loss_mask": 0.6489540450274944, "loss_maskiou": 0.007419210713123903, "loss_sem_seg": 0.4936636919155717, "lr": 0.01, "mask_rcnn/accuracy": 0.6123806879211015, "mask_rcnn/false_negative": 0.025754102491193046, "mask_rcnn/false_positive": 0.8766525545881017, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7977825831621885, "total_loss": 2.473896967494511} {"data_time": 0.016934113577008247, "eta_seconds": 212296.04994738102, "iteration": 4339, "loss_fcos_cls": 0.3910730006173253, "loss_fcos_ctr": 0.6417450169101357, "loss_fcos_loc": 0.2907750550657511, "loss_mask": 0.6554037481546402, "loss_maskiou": 0.007592444671900012, "loss_sem_seg": 0.44261215906590223, "lr": 0.01, "mask_rcnn/accuracy": 0.6357089710884354, "mask_rcnn/false_negative": 0.0405595241271086, "mask_rcnn/false_positive": 0.81807612439136, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.8107852758839726, "total_loss": 2.4414540705402032} {"data_time": 0.01608861517161131, "eta_seconds": 212364.38868821505, "iteration": 4359, "loss_fcos_cls": 0.4008277812972665, "loss_fcos_ctr": 0.6397783332504332, "loss_fcos_loc": 0.30261845677159727, "loss_mask": 0.6483111791312695, "loss_maskiou": 0.007466278431820683, "loss_sem_seg": 0.40794099401682615, "lr": 0.01, "mask_rcnn/accuracy": 0.6268394794322478, "mask_rcnn/false_negative": 0.03068306568007798, "mask_rcnn/false_positive": 0.8591557838498676, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.75, "time": 0.8091415781527758, "total_loss": 2.413016906575649} {"data_time": 0.016249447129666805, "eta_seconds": 212341.08066449128, "iteration": 4379, "loss_fcos_cls": 0.4161493917927146, "loss_fcos_ctr": 0.6354540912434459, "loss_fcos_loc": 0.2877784527372569, "loss_mask": 0.6531765572726727, "loss_maskiou": 0.007725075993221253, "loss_sem_seg": 0.47672577761113644, "lr": 0.01, "mask_rcnn/accuracy": 0.6146933831672203, "mask_rcnn/false_negative": 0.05350871801803785, "mask_rcnn/false_positive": 0.7863333028228825, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.5, "time": 0.7867552936077118, "total_loss": 2.4764559166433173} {"data_time": 0.016168846748769283, "eta_seconds": 212396.9846653007, "iteration": 4399, "loss_fcos_cls": 0.42729858262464404, "loss_fcos_ctr": 0.6353018311783671, "loss_fcos_loc": 0.3028131512692198, "loss_mask": 0.6511603184044361, "loss_maskiou": 0.008159347707987763, "loss_sem_seg": 0.4811529475264251, "lr": 0.01, "mask_rcnn/accuracy": 0.6077327480832029, "mask_rcnn/false_negative": 0.024691711018576264, "mask_rcnn/false_positive": 0.880568478332814, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.814821501262486, "total_loss": 2.507646652069525} {"data_time": 0.01688083540648222, "eta_seconds": 212453.28298451006, "iteration": 4419, "loss_fcos_cls": 0.4065458606928587, "loss_fcos_ctr": 0.6391059518791735, "loss_fcos_loc": 0.293413451872766, "loss_mask": 0.6511818505823612, "loss_maskiou": 0.008201862496207468, "loss_sem_seg": 0.5206483118236065, "lr": 0.01, "mask_rcnn/accuracy": 0.617692767990387, "mask_rcnn/false_negative": 0.05820320393355591, "mask_rcnn/false_positive": 0.7678471927091461, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.8040021164342761, "total_loss": 2.52738716523163} {"data_time": 0.015527527779340744, "eta_seconds": 212393.63135039434, "iteration": 4439, "loss_fcos_cls": 0.4206973100081086, "loss_fcos_ctr": 0.6364406459033489, "loss_fcos_loc": 0.29996767127886415, "loss_mask": 0.6510358713567257, "loss_maskiou": 0.0074289029580540955, "loss_sem_seg": 0.48811758030205965, "lr": 0.01, "mask_rcnn/accuracy": 0.6091922656159238, "mask_rcnn/false_negative": 0.05373947580844948, "mask_rcnn/false_positive": 0.7849861284321443, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7980277929455042, "total_loss": 2.5278940992138814} {"data_time": 0.016030018217861652, "eta_seconds": 212365.14267984778, "iteration": 4459, "loss_fcos_cls": 0.4250761973671615, "loss_fcos_ctr": 0.6382427169010043, "loss_fcos_loc": 0.30138521175831556, "loss_mask": 0.6551333293318748, "loss_maskiou": 0.007925636833533645, "loss_sem_seg": 0.4812060398980975, "lr": 0.01, "mask_rcnn/accuracy": 0.604190490851513, "mask_rcnn/false_negative": 0.07009598464654071, "mask_rcnn/false_positive": 0.8157757619748116, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.8053824733942747, "total_loss": 2.518464601227606} {"data_time": 0.015517394058406353, "eta_seconds": 212338.35919507965, "iteration": 4479, "loss_fcos_cls": 0.42263536993414164, "loss_fcos_ctr": 0.6363053815439343, "loss_fcos_loc": 0.29820925276726484, "loss_mask": 0.6523632556200027, "loss_maskiou": 0.006673121926723979, "loss_sem_seg": 0.4494580142199993, "lr": 0.01, "mask_rcnn/accuracy": 0.6033035838604448, "mask_rcnn/false_negative": 0.08504696673072801, "mask_rcnn/false_positive": 0.8331119357611636, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.75, "time": 0.7913548992946744, "total_loss": 2.473179034088389} {"data_time": 0.01669754460453987, "eta_seconds": 212252.46690499503, "iteration": 4499, "loss_fcos_cls": 0.39950175303965807, "loss_fcos_ctr": 0.6348125608637929, "loss_fcos_loc": 0.3010285194031894, "loss_mask": 0.6549154072999954, "loss_maskiou": 0.007447135751135647, "loss_sem_seg": 0.5057961354032159, "lr": 0.01, "mask_rcnn/accuracy": 0.6041976906848976, "mask_rcnn/false_negative": 0.12131227429870842, "mask_rcnn/false_positive": 0.7645809978712944, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.0, "time": 0.7955932328477502, "total_loss": 2.488555440228083} {"data_time": 0.015176884829998016, "eta_seconds": 212317.15796727687, "iteration": 4519, "loss_fcos_cls": 0.4271740766707808, "loss_fcos_ctr": 0.6355531623121351, "loss_fcos_loc": 0.28698110138066113, "loss_mask": 0.6546638011932373, "loss_maskiou": 0.007094574248185381, "loss_sem_seg": 0.4430942004546523, "lr": 0.01, "mask_rcnn/accuracy": 0.6613923200859291, "mask_rcnn/false_negative": 0.025830393174786206, "mask_rcnn/false_positive": 0.8762941650146304, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.8084437092766166, "total_loss": 2.4661958077922463} {"data_time": 0.015121148899197578, "eta_seconds": 212209.05264831148, "iteration": 4539, "loss_fcos_cls": 0.422672213986516, "loss_fcos_ctr": 0.6346108047291636, "loss_fcos_loc": 0.29536929447203875, "loss_mask": 0.6496752724051476, "loss_maskiou": 0.007903686768258922, "loss_sem_seg": 0.47097732219845057, "lr": 0.01, "mask_rcnn/accuracy": 0.6233560484066742, "mask_rcnn/false_negative": 0.07685112950002204, "mask_rcnn/false_positive": 0.8110685647521291, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.0, "time": 0.7941560223698616, "total_loss": 2.479008930924465} {"data_time": 0.015017228201031685, "eta_seconds": 212094.3680860754, "iteration": 4559, "loss_fcos_cls": 0.42192290257662535, "loss_fcos_ctr": 0.6376178171485662, "loss_fcos_loc": 0.2912670799996704, "loss_mask": 0.6526340208947659, "loss_maskiou": 0.008562395058106631, "loss_sem_seg": 0.48370893485844135, "lr": 0.01, "mask_rcnn/accuracy": 0.5982044740973312, "mask_rcnn/false_negative": 0.06099757705384032, "mask_rcnn/false_positive": 0.8326642681281067, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7941800244152546, "total_loss": 2.474757161413436} {"data_time": 0.015210170298814774, "eta_seconds": 212116.15512182564, "iteration": 4579, "loss_fcos_cls": 0.4271384277381003, "loss_fcos_ctr": 0.6356255137361586, "loss_fcos_loc": 0.29620990296825767, "loss_mask": 0.6525868587195873, "loss_maskiou": 0.007442862930474803, "loss_sem_seg": 0.4666765541769564, "lr": 0.01, "mask_rcnn/accuracy": 0.6114806952708602, "mask_rcnn/false_negative": 0.1235734515815925, "mask_rcnn/false_positive": 0.7866368694850336, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.8080099448561668, "total_loss": 2.479398813797161} {"data_time": 0.01634183432906866, "eta_seconds": 212024.5357798906, "iteration": 4599, "loss_fcos_cls": 0.4038194711320102, "loss_fcos_ctr": 0.6368073597550392, "loss_fcos_loc": 0.29186755092814565, "loss_mask": 0.6539203301072121, "loss_maskiou": 0.007259147154400125, "loss_sem_seg": 0.46674586553126574, "lr": 0.01, "mask_rcnn/accuracy": 0.5997038623811894, "mask_rcnn/false_negative": 0.05781570591573719, "mask_rcnn/false_positive": 0.8467372929457597, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 34.5, "time": 0.7890374585986137, "total_loss": 2.4769315546000144} {"data_time": 0.014795300550758839, "eta_seconds": 212001.08314028848, "iteration": 4619, "loss_fcos_cls": 0.40017275139689445, "loss_fcos_ctr": 0.6391355479136109, "loss_fcos_loc": 0.3036734373308718, "loss_mask": 0.6466893441975117, "loss_maskiou": 0.007459285174263641, "loss_sem_seg": 0.4601702895015478, "lr": 0.01, "mask_rcnn/accuracy": 0.5995819160997733, "mask_rcnn/false_negative": 0.05027914515032493, "mask_rcnn/false_positive": 0.7878143638802729, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.5, "time": 0.784534408710897, "total_loss": 2.452690588630503} {"data_time": 0.015666373074054718, "eta_seconds": 211852.74357257877, "iteration": 4639, "loss_fcos_cls": 0.4139947984367609, "loss_fcos_ctr": 0.6337047629058361, "loss_fcos_loc": 0.2871704208664596, "loss_mask": 0.6543131694197655, "loss_maskiou": 0.007312120920687448, "loss_sem_seg": 0.49022693652659655, "lr": 0.01, "mask_rcnn/accuracy": 0.5887483240049267, "mask_rcnn/false_negative": 0.09933149332035758, "mask_rcnn/false_positive": 0.6938159550188951, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.5, "time": 0.7910369420424104, "total_loss": 2.495624371309532} {"data_time": 0.015705347061157227, "eta_seconds": 211748.52538785338, "iteration": 4659, "loss_fcos_cls": 0.4080893925856799, "loss_fcos_ctr": 0.6312457881867886, "loss_fcos_loc": 0.28546645282767713, "loss_mask": 0.6519352532923222, "loss_maskiou": 0.007716476058703847, "loss_sem_seg": 0.45756449084728956, "lr": 0.01, "mask_rcnn/accuracy": 0.5973264305722289, "mask_rcnn/false_negative": 0.05364252872328808, "mask_rcnn/false_positive": 0.8011456493005136, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 34.0, "time": 0.7915745116770267, "total_loss": 2.409482202723666} {"data_time": 0.014166546054184437, "eta_seconds": 211862.0917115854, "iteration": 4679, "loss_fcos_cls": 0.396693323738873, "loss_fcos_ctr": 0.6359215350821614, "loss_fcos_loc": 0.29268151661381125, "loss_mask": 0.648990735411644, "loss_maskiou": 0.008112954121315852, "loss_sem_seg": 0.45963639859110117, "lr": 0.01, "mask_rcnn/accuracy": 0.6045273391137206, "mask_rcnn/false_negative": 0.04541569086809871, "mask_rcnn/false_positive": 0.839932226076644, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.25, "time": 0.8056053780019283, "total_loss": 2.453588920237962} {"data_time": 0.015588757582008839, "eta_seconds": 211944.64740879182, "iteration": 4699, "loss_fcos_cls": 0.40875291964039207, "loss_fcos_ctr": 0.637479773722589, "loss_fcos_loc": 0.29627671744674444, "loss_mask": 0.6570838168263435, "loss_maskiou": 0.006825119853601791, "loss_sem_seg": 0.4528449112549424, "lr": 0.01, "mask_rcnn/accuracy": 0.6239818192902161, "mask_rcnn/false_negative": 0.0641292845252282, "mask_rcnn/false_positive": 0.8287128887012805, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.8028354775160551, "total_loss": 2.467032601707615} {"data_time": 0.015169232152402401, "eta_seconds": 211986.19668172393, "iteration": 4719, "loss_fcos_cls": 0.40781316813081503, "loss_fcos_ctr": 0.637005154043436, "loss_fcos_loc": 0.29041561926715076, "loss_mask": 0.6515525467693806, "loss_maskiou": 0.007330897518841084, "loss_sem_seg": 0.46358621027320623, "lr": 0.01, "mask_rcnn/accuracy": 0.5951691883650012, "mask_rcnn/false_negative": 0.041325855179638354, "mask_rcnn/false_positive": 0.8522049863923362, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 29.25, "time": 0.8042379133403301, "total_loss": 2.475128382560797} {"data_time": 0.015186524949967861, "eta_seconds": 212031.22479444183, "iteration": 4739, "loss_fcos_cls": 0.42691477993503213, "loss_fcos_ctr": 0.634535794146359, "loss_fcos_loc": 0.2926610342692584, "loss_mask": 0.6538514085114002, "loss_maskiou": 0.008054755729972385, "loss_sem_seg": 0.46206965390592813, "lr": 0.01, "mask_rcnn/accuracy": 0.6214568746116713, "mask_rcnn/false_negative": 0.045487825145771175, "mask_rcnn/false_positive": 0.8357850093688348, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.8111012168228626, "total_loss": 2.4599357470142422} {"data_time": 0.01662133727222681, "eta_seconds": 211980.08777059894, "iteration": 4759, "loss_fcos_cls": 0.3984044953249395, "loss_fcos_ctr": 0.6341466642916203, "loss_fcos_loc": 0.2911958070471883, "loss_mask": 0.6544461995363235, "loss_maskiou": 0.007641953241545707, "loss_sem_seg": 0.46747203078120947, "lr": 0.01, "mask_rcnn/accuracy": 0.6037962865558595, "mask_rcnn/false_negative": 0.08773124810360022, "mask_rcnn/false_positive": 0.7418738428223632, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7964606788009405, "total_loss": 2.4658093915495556} {"data_time": 0.0164707163348794, "eta_seconds": 212057.92248538323, "iteration": 4779, "loss_fcos_cls": 0.4195952997542918, "loss_fcos_ctr": 0.6360265635885298, "loss_fcos_loc": 0.2929607443511486, "loss_mask": 0.6476668119430542, "loss_maskiou": 0.007447744501405396, "loss_sem_seg": 0.517143664881587, "lr": 0.01, "mask_rcnn/accuracy": 0.6483375850340136, "mask_rcnn/false_negative": 0.06276018690877491, "mask_rcnn/false_positive": 0.7313395529562441, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.75, "time": 0.8056949274614453, "total_loss": 2.5311914633057313} {"data_time": 0.015983271412551403, "eta_seconds": 212041.93144979514, "iteration": 4799, "loss_fcos_cls": 0.4219273687340319, "loss_fcos_ctr": 0.6366780130192637, "loss_fcos_loc": 0.29320482892217115, "loss_mask": 0.6510304845869541, "loss_maskiou": 0.007094814587617293, "loss_sem_seg": 0.44582561450079083, "lr": 0.01, "mask_rcnn/accuracy": 0.6027965488003468, "mask_rcnn/false_negative": 0.11508124489591048, "mask_rcnn/false_positive": 0.7351400152259475, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.25, "time": 0.7982807718217373, "total_loss": 2.4584410850075074} {"data_time": 0.015613295137882233, "eta_seconds": 212071.89196989685, "iteration": 4819, "loss_fcos_cls": 0.3964206366799772, "loss_fcos_ctr": 0.6364566972479224, "loss_fcos_loc": 0.2938185395905748, "loss_mask": 0.6523951143026352, "loss_maskiou": 0.00783887539000716, "loss_sem_seg": 0.4958709552884102, "lr": 0.01, "mask_rcnn/accuracy": 0.6173162685359774, "mask_rcnn/false_negative": 0.06950269765434797, "mask_rcnn/false_positive": 0.8050510796016328, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.5, "time": 0.8043833393603563, "total_loss": 2.4720630458323285} {"data_time": 0.01578754186630249, "eta_seconds": 211969.23318031244, "iteration": 4839, "loss_fcos_cls": 0.4022442135028541, "loss_fcos_ctr": 0.6383166247978806, "loss_fcos_loc": 0.3028092198073864, "loss_mask": 0.651774637401104, "loss_maskiou": 0.00727908022236079, "loss_sem_seg": 0.45442527439445257, "lr": 0.01, "mask_rcnn/accuracy": 0.641109516723356, "mask_rcnn/false_negative": 0.050159555849238646, "mask_rcnn/false_positive": 0.8140242908484314, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 30.5, "time": 0.7865295363590121, "total_loss": 2.4953385564949713} {"data_time": 0.017040560021996498, "eta_seconds": 211897.46208778117, "iteration": 4859, "loss_fcos_cls": 0.4179874649271369, "loss_fcos_ctr": 0.6349052600562572, "loss_fcos_loc": 0.2844270991627127, "loss_mask": 0.6498509608209133, "loss_maskiou": 0.008321352317580022, "loss_sem_seg": 0.47791962698102, "lr": 0.01, "mask_rcnn/accuracy": 0.6247421946292087, "mask_rcnn/false_negative": 0.06640437588524822, "mask_rcnn/false_positive": 0.8642327086959518, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.25, "time": 0.7679364131763577, "total_loss": 2.464823976784828} {"data_time": 0.016879260540008545, "eta_seconds": 211838.679636335, "iteration": 4879, "loss_fcos_cls": 0.42461698967963457, "loss_fcos_ctr": 0.6357946898788214, "loss_fcos_loc": 0.2996726381825283, "loss_mask": 0.6539992280304432, "loss_maskiou": 0.007629457541042939, "loss_sem_seg": 0.4700575056485832, "lr": 0.01, "mask_rcnn/accuracy": 0.6208352659245516, "mask_rcnn/false_negative": 0.03176652253510834, "mask_rcnn/false_positive": 0.864445851516715, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.25, "time": 0.7965985219925642, "total_loss": 2.4709121941705234} {"data_time": 0.015524479560554028, "eta_seconds": 211780.40977593977, "iteration": 4899, "loss_fcos_cls": 0.4169503771699965, "loss_fcos_ctr": 0.6368575268425047, "loss_fcos_loc": 0.28850251343101263, "loss_mask": 0.6547238752245903, "loss_maskiou": 0.007077974129060749, "loss_sem_seg": 0.46574232541024685, "lr": 0.01, "mask_rcnn/accuracy": 0.5860835405590807, "mask_rcnn/false_negative": 0.15381931158451662, "mask_rcnn/false_positive": 0.7447761103824329, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.8087371690198779, "total_loss": 2.501707975345198} {"data_time": 0.016554885543882847, "eta_seconds": 211640.6162646534, "iteration": 4919, "loss_fcos_cls": 0.41567509807646275, "loss_fcos_ctr": 0.638389396481216, "loss_fcos_loc": 0.29276980902068317, "loss_mask": 0.6504368893802166, "loss_maskiou": 0.008115617907606065, "loss_sem_seg": 0.4944266676902771, "lr": 0.01, "mask_rcnn/accuracy": 0.6472198275862069, "mask_rcnn/false_negative": 0.06989429201149847, "mask_rcnn/false_positive": 0.8114642584145471, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7899586167186499, "total_loss": 2.500779848138336} {"data_time": 0.01665620505809784, "eta_seconds": 211748.4551005857, "iteration": 4939, "loss_fcos_cls": 0.40084909787401557, "loss_fcos_ctr": 0.6380085023120046, "loss_fcos_loc": 0.2872780477628112, "loss_mask": 0.652187030762434, "loss_maskiou": 0.007570865134766791, "loss_sem_seg": 0.4509682394564152, "lr": 0.01, "mask_rcnn/accuracy": 0.5854567827725503, "mask_rcnn/false_negative": 0.06071214728711083, "mask_rcnn/false_positive": 0.8619276951268074, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.0, "time": 0.8195056775584817, "total_loss": 2.436018671025522} {"data_time": 0.015864967368543148, "eta_seconds": 211749.55653024372, "iteration": 4959, "loss_fcos_cls": 0.4089700663462281, "loss_fcos_ctr": 0.6326749753206968, "loss_fcos_loc": 0.285312379244715, "loss_mask": 0.6493672952055931, "loss_maskiou": 0.007523660911829211, "loss_sem_seg": 0.47054234030656517, "lr": 0.01, "mask_rcnn/accuracy": 0.623638844713722, "mask_rcnn/false_negative": 0.06689911341870783, "mask_rcnn/false_positive": 0.7369574412184774, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.25, "time": 0.8067196765914559, "total_loss": 2.4683601599608664} {"data_time": 0.017987776547670364, "eta_seconds": 211758.77699579112, "iteration": 4979, "loss_fcos_cls": 0.4112142971716821, "loss_fcos_ctr": 0.6370636094361544, "loss_fcos_loc": 0.283137499820441, "loss_mask": 0.654421616345644, "loss_maskiou": 0.007154133403673768, "loss_sem_seg": 0.43992611672729254, "lr": 0.01, "mask_rcnn/accuracy": 0.5691822402037738, "mask_rcnn/false_negative": 0.06816764792953381, "mask_rcnn/false_positive": 0.7402062130564431, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7982540698722005, "total_loss": 2.441555436118506} {"data_time": 0.01810734812170267, "eta_seconds": 211803.6315353252, "iteration": 4999, "loss_fcos_cls": 0.4008046220988035, "loss_fcos_ctr": 0.6338295647874475, "loss_fcos_loc": 0.2899953802116215, "loss_mask": 0.6492780558764935, "loss_maskiou": 0.0075136784435017034, "loss_sem_seg": 0.4144066097214818, "lr": 0.01, "mask_rcnn/accuracy": 0.6077485548740773, "mask_rcnn/false_negative": 0.08863058611694719, "mask_rcnn/false_positive": 0.7529833147536092, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.8044254174456, "total_loss": 2.4030897667544195} {"data_time": 0.01666112244129181, "eta_seconds": 211787.6464159079, "iteration": 5019, "loss_fcos_cls": 0.39881672244518995, "loss_fcos_ctr": 0.6344815287739038, "loss_fcos_loc": 0.2858270131982863, "loss_mask": 0.6528113186359406, "loss_maskiou": 0.007245147673529573, "loss_sem_seg": 0.49309601355344057, "lr": 0.01, "mask_rcnn/accuracy": 0.6010496943927717, "mask_rcnn/false_negative": 0.042893331885220425, "mask_rcnn/false_positive": 0.8155681212584147, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.75, "time": 0.7972171371802688, "total_loss": 2.442213298767456} {"data_time": 0.01538048405200243, "eta_seconds": 211792.2932479661, "iteration": 5039, "loss_fcos_cls": 0.39841342414729297, "loss_fcos_ctr": 0.6343382433988154, "loss_fcos_loc": 0.2858909156639129, "loss_mask": 0.651461735367775, "loss_maskiou": 0.007205422967672348, "loss_sem_seg": 0.4153124997392297, "lr": 0.01, "mask_rcnn/accuracy": 0.6153540743220365, "mask_rcnn/false_negative": 0.06834990544798664, "mask_rcnn/false_positive": 0.7816355698091144, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 37.5, "time": 0.8025251971557736, "total_loss": 2.3983254821650917} {"data_time": 0.017502836883068085, "eta_seconds": 211882.8295792695, "iteration": 5059, "loss_fcos_cls": 0.39868459198623896, "loss_fcos_ctr": 0.6382254492491484, "loss_fcos_loc": 0.28474741196259856, "loss_mask": 0.6475594416260719, "loss_maskiou": 0.008040290995268151, "loss_sem_seg": 0.44582015834748745, "lr": 0.01, "mask_rcnn/accuracy": 0.6046425672541744, "mask_rcnn/false_negative": 0.11562780143453384, "mask_rcnn/false_positive": 0.7321470863649511, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.0, "time": 0.8048334503546357, "total_loss": 2.433882357159746} {"data_time": 0.014873431995511055, "eta_seconds": 211963.89673330262, "iteration": 5079, "loss_fcos_cls": 0.3908597412519157, "loss_fcos_ctr": 0.634708586614579, "loss_fcos_loc": 0.2989234810229391, "loss_mask": 0.653433308005333, "loss_maskiou": 0.006860526955279056, "loss_sem_seg": 0.39668455231003463, "lr": 0.01, "mask_rcnn/accuracy": 0.6089958201333707, "mask_rcnn/false_negative": 0.10072602762119755, "mask_rcnn/false_positive": 0.7844121579461412, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.75, "time": 0.8061226634308696, "total_loss": 2.403904771024827} {"data_time": 0.015995350666344166, "eta_seconds": 211947.8946876563, "iteration": 5099, "loss_fcos_cls": 0.38728794269263744, "loss_fcos_ctr": 0.6364404684863985, "loss_fcos_loc": 0.29375504003837705, "loss_mask": 0.6532025709748268, "loss_maskiou": 0.007405678974464536, "loss_sem_seg": 0.4703555582091212, "lr": 0.01, "mask_rcnn/accuracy": 0.5997318092226831, "mask_rcnn/false_negative": 0.06666148224592848, "mask_rcnn/false_positive": 0.7862711154453368, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.5, "time": 0.806323105469346, "total_loss": 2.4179903178010136} {"data_time": 0.017003200016915798, "eta_seconds": 212012.70447260607, "iteration": 5119, "loss_fcos_cls": 0.39509497210383415, "loss_fcos_ctr": 0.6353729581460357, "loss_fcos_loc": 0.2781515633687377, "loss_mask": 0.6494722664356232, "loss_maskiou": 0.007977414672495797, "loss_sem_seg": 0.4484510039910674, "lr": 0.01, "mask_rcnn/accuracy": 0.6228816786132454, "mask_rcnn/false_negative": 0.036009449388642104, "mask_rcnn/false_positive": 0.8631949587593947, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.75, "time": 0.8049969039857388, "total_loss": 2.417025471193483} {"data_time": 0.015619631856679916, "eta_seconds": 212062.77061357442, "iteration": 5139, "loss_fcos_cls": 0.3940544337965548, "loss_fcos_ctr": 0.6353756748139858, "loss_fcos_loc": 0.2817642658483237, "loss_mask": 0.652128592133522, "loss_maskiou": 0.007562491169665009, "loss_sem_seg": 0.4683595336973667, "lr": 0.01, "mask_rcnn/accuracy": 0.6237263294740973, "mask_rcnn/false_negative": 0.02715174012773741, "mask_rcnn/false_positive": 0.808638201954361, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.5, "time": 0.8035705210641026, "total_loss": 2.450440595668624} {"data_time": 0.015076743438839912, "eta_seconds": 212046.7574768262, "iteration": 5159, "loss_fcos_cls": 0.42865449702367187, "loss_fcos_ctr": 0.6386931482702494, "loss_fcos_loc": 0.2925006428267807, "loss_mask": 0.6500310599803925, "loss_maskiou": 0.007106657838448882, "loss_sem_seg": 0.5198377203196287, "lr": 0.01, "mask_rcnn/accuracy": 0.594050177941547, "mask_rcnn/false_negative": 0.1445165232803421, "mask_rcnn/false_positive": 0.7175063683064715, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.0, "time": 0.7932320777326822, "total_loss": 2.5080081621999852} {"data_time": 0.015202980488538742, "eta_seconds": 212213.7325433977, "iteration": 5179, "loss_fcos_cls": 0.42472137324512005, "loss_fcos_ctr": 0.6375658717006445, "loss_fcos_loc": 0.29106299160048366, "loss_mask": 0.6496354825794697, "loss_maskiou": 0.007609328080434352, "loss_sem_seg": 0.4503765441477299, "lr": 0.01, "mask_rcnn/accuracy": 0.6238097917738523, "mask_rcnn/false_negative": 0.032295057907005625, "mask_rcnn/false_positive": 0.8733534058984593, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.25, "time": 0.801634662784636, "total_loss": 2.452126979958848} {"data_time": 0.01669603306800127, "eta_seconds": 212154.78567279875, "iteration": 5199, "loss_fcos_cls": 0.3883156650699675, "loss_fcos_ctr": 0.6355360439047217, "loss_fcos_loc": 0.28974529216066003, "loss_mask": 0.6508095413446426, "loss_maskiou": 0.007335528847761452, "loss_sem_seg": 0.41637543495744467, "lr": 0.01, "mask_rcnn/accuracy": 0.6032375290347423, "mask_rcnn/false_negative": 0.16210650528191456, "mask_rcnn/false_positive": 0.691811127654333, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 35.5, "time": 0.797737411223352, "total_loss": 2.373004415887408} {"data_time": 0.01611106377094984, "eta_seconds": 212071.27687399648, "iteration": 5219, "loss_fcos_cls": 0.4115250972099602, "loss_fcos_ctr": 0.6340557336807251, "loss_fcos_loc": 0.2806140062166378, "loss_mask": 0.6500763893127441, "loss_maskiou": 0.008726425396162085, "loss_sem_seg": 0.4671949162147939, "lr": 0.01, "mask_rcnn/accuracy": 0.6072309016116676, "mask_rcnn/false_negative": 0.07264976039109024, "mask_rcnn/false_positive": 0.806798366344673, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.8003775617107749, "total_loss": 2.434276803396642} {"data_time": 0.015602946281433105, "eta_seconds": 211982.7049298333, "iteration": 5239, "loss_fcos_cls": 0.3969419663771987, "loss_fcos_ctr": 0.6366627141833305, "loss_fcos_loc": 0.2887967999558896, "loss_mask": 0.6480502746999264, "loss_maskiou": 0.006611681848880835, "loss_sem_seg": 0.4615499470382929, "lr": 0.01, "mask_rcnn/accuracy": 0.6328266096261513, "mask_rcnn/false_negative": 0.03434913094419375, "mask_rcnn/false_positive": 0.8555470901433121, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.8125111842527986, "total_loss": 2.436791442290996} {"data_time": 0.017154845409095287, "eta_seconds": 212070.87023476325, "iteration": 5259, "loss_fcos_cls": 0.41226771008223295, "loss_fcos_ctr": 0.6381717370823026, "loss_fcos_loc": 0.293272762093693, "loss_mask": 0.6481363549828529, "loss_maskiou": 0.007193646830273792, "loss_sem_seg": 0.448128966614604, "lr": 0.01, "mask_rcnn/accuracy": 0.5833923409493547, "mask_rcnn/false_negative": 0.0305502212478427, "mask_rcnn/false_positive": 0.852597010480666, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.8031546585261822, "total_loss": 2.450506373294047} {"data_time": 0.01690903026610613, "eta_seconds": 211884.6392934667, "iteration": 5279, "loss_fcos_cls": 0.4074282036162913, "loss_fcos_ctr": 0.6363703291863203, "loss_fcos_loc": 0.288435245747678, "loss_mask": 0.6520364284515381, "loss_maskiou": 0.007479104548110627, "loss_sem_seg": 0.4583348766900599, "lr": 0.01, "mask_rcnn/accuracy": 0.6094914119907089, "mask_rcnn/false_negative": 0.05336426290679397, "mask_rcnn/false_positive": 0.8494640577774546, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.75, "time": 0.7922343537211418, "total_loss": 2.440443925181171} {"data_time": 0.01637332234531641, "eta_seconds": 211934.66551958863, "iteration": 5299, "loss_fcos_cls": 0.394510162062943, "loss_fcos_ctr": 0.6335784494876862, "loss_fcos_loc": 0.28237394796451554, "loss_mask": 0.6518094353377819, "loss_maskiou": 0.007572789807454683, "loss_sem_seg": 0.44171580858528614, "lr": 0.01, "mask_rcnn/accuracy": 0.6277640380280018, "mask_rcnn/false_negative": 0.04149051783104242, "mask_rcnn/false_positive": 0.8368302578359175, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.8155933627858758, "total_loss": 2.414711347926641} {"data_time": 0.01619068533182144, "eta_seconds": 212058.64338375628, "iteration": 5319, "loss_fcos_cls": 0.4056990419048816, "loss_fcos_ctr": 0.6364575545303524, "loss_fcos_loc": 0.29263280145823956, "loss_mask": 0.6484248042106628, "loss_maskiou": 0.006864480572403409, "loss_sem_seg": 0.4607313787564635, "lr": 0.01, "mask_rcnn/accuracy": 0.6394108624611541, "mask_rcnn/false_negative": 0.05483918621347171, "mask_rcnn/false_positive": 0.8264418291026068, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.8034244533628225, "total_loss": 2.4491590552934213} {"data_time": 0.01560414768755436, "eta_seconds": 211836.61485128943, "iteration": 5339, "loss_fcos_cls": 0.4100949917919934, "loss_fcos_ctr": 0.6357402307912707, "loss_fcos_loc": 0.2881650133058429, "loss_mask": 0.6506194844841957, "loss_maskiou": 0.00690165557898581, "loss_sem_seg": 0.4471234539523721, "lr": 0.01, "mask_rcnn/accuracy": 0.6245900745166487, "mask_rcnn/false_negative": 0.09297370753244405, "mask_rcnn/false_positive": 0.663470709627273, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.7926789652556181, "total_loss": 2.479802145418944} {"data_time": 0.017186333425343037, "eta_seconds": 211820.606703897, "iteration": 5359, "loss_fcos_cls": 0.39474797155708075, "loss_fcos_ctr": 0.6348294159397483, "loss_fcos_loc": 0.2883273952174932, "loss_mask": 0.6518092788755894, "loss_maskiou": 0.006831753496953752, "loss_sem_seg": 0.4288894198834896, "lr": 0.01, "mask_rcnn/accuracy": 0.6006131145640075, "mask_rcnn/false_negative": 0.03581582471387843, "mask_rcnn/false_positive": 0.8325360554062082, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 30.5, "time": 0.8157484512776136, "total_loss": 2.4124239123484585} {"data_time": 0.016600859351456165, "eta_seconds": 211808.41676779278, "iteration": 5379, "loss_fcos_cls": 0.4135941262356937, "loss_fcos_ctr": 0.6374519593082368, "loss_fcos_loc": 0.2958318763412535, "loss_mask": 0.6545830965042114, "loss_maskiou": 0.007177248524385504, "loss_sem_seg": 0.461334272287786, "lr": 0.01, "mask_rcnn/accuracy": 0.6160948244787046, "mask_rcnn/false_negative": 0.03304993545994732, "mask_rcnn/false_positive": 0.8402556601389153, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7995715830475092, "total_loss": 2.4592697872431017} {"data_time": 0.015671328641474247, "eta_seconds": 211765.30953310058, "iteration": 5399, "loss_fcos_cls": 0.40926027251407504, "loss_fcos_ctr": 0.6338212755508721, "loss_fcos_loc": 0.28848401247523725, "loss_mask": 0.6486202664673328, "loss_maskiou": 0.006757089446182363, "loss_sem_seg": 0.47125799115747213, "lr": 0.01, "mask_rcnn/accuracy": 0.6504106520657043, "mask_rcnn/false_negative": 0.04503061073457559, "mask_rcnn/false_positive": 0.8287060607016643, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.8022897718474269, "total_loss": 2.4554805252992082} {"data_time": 0.01455563586205244, "eta_seconds": 211729.4713086011, "iteration": 5419, "loss_fcos_cls": 0.40565306786447763, "loss_fcos_ctr": 0.6362067395821214, "loss_fcos_loc": 0.2927613025531173, "loss_mask": 0.6540169008076191, "loss_maskiou": 0.007297712349100038, "loss_sem_seg": 0.4698987063020468, "lr": 0.01, "mask_rcnn/accuracy": 0.6335354896675651, "mask_rcnn/false_negative": 0.028402225566403455, "mask_rcnn/false_positive": 0.8693528983460277, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7951594926416874, "total_loss": 2.462550148993614} {"data_time": 0.015005640685558319, "eta_seconds": 211760.39145987667, "iteration": 5439, "loss_fcos_cls": 0.4137639384716749, "loss_fcos_ctr": 0.634728042408824, "loss_fcos_loc": 0.2919967856723815, "loss_mask": 0.6481574960052967, "loss_maskiou": 0.00768048242025543, "loss_sem_seg": 0.43100192211568356, "lr": 0.01, "mask_rcnn/accuracy": 0.5861673191241916, "mask_rcnn/false_negative": 0.17536088675563294, "mask_rcnn/false_positive": 0.6676044628620412, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.8110835058614612, "total_loss": 2.4602891326794634} {"data_time": 0.01741752028465271, "eta_seconds": 211744.38302390464, "iteration": 5459, "loss_fcos_cls": 0.4123243344947696, "loss_fcos_ctr": 0.6326545150950551, "loss_fcos_loc": 0.28319780924357474, "loss_mask": 0.6461085826158524, "loss_maskiou": 0.0076946550689172, "loss_sem_seg": 0.48356233490630984, "lr": 0.01, "mask_rcnn/accuracy": 0.619413102685642, "mask_rcnn/false_negative": 0.054450956165061876, "mask_rcnn/false_positive": 0.8478393958560286, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.8028617640957236, "total_loss": 2.461026347737061} {"data_time": 0.01634162198752165, "eta_seconds": 211839.53436436225, "iteration": 5479, "loss_fcos_cls": 0.4032151773571968, "loss_fcos_ctr": 0.6321967812255025, "loss_fcos_loc": 0.2833565925247967, "loss_mask": 0.6528666317462921, "loss_maskiou": 0.00756954844109714, "loss_sem_seg": 0.48676490411162376, "lr": 0.01, "mask_rcnn/accuracy": 0.6185848577235773, "mask_rcnn/false_negative": 0.08946668964495401, "mask_rcnn/false_positive": 0.7048277277221259, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.8041413752362132, "total_loss": 2.4530763860529987} {"data_time": 0.016070344485342503, "eta_seconds": 211983.8658403745, "iteration": 5499, "loss_fcos_cls": 0.39813835453242064, "loss_fcos_ctr": 0.6358245313167572, "loss_fcos_loc": 0.28963225497864187, "loss_mask": 0.646428681910038, "loss_maskiou": 0.00697043482796289, "loss_sem_seg": 0.5137022510170937, "lr": 0.01, "mask_rcnn/accuracy": 0.605342918417367, "mask_rcnn/false_negative": 0.03768726802993591, "mask_rcnn/false_positive": 0.8461300958258893, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 41.5, "time": 0.811780353076756, "total_loss": 2.514988577560871} {"data_time": 0.016125237569212914, "eta_seconds": 211941.2742826678, "iteration": 5519, "loss_fcos_cls": 0.40744016133248806, "loss_fcos_ctr": 0.6324635641649365, "loss_fcos_loc": 0.2907986487261951, "loss_mask": 0.6526281051337719, "loss_maskiou": 0.007724933748249896, "loss_sem_seg": 0.45670166588388383, "lr": 0.01, "mask_rcnn/accuracy": 0.599035979640083, "mask_rcnn/false_negative": 0.03644052129152528, "mask_rcnn/false_positive": 0.8541593870160527, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.25, "time": 0.7904751598834991, "total_loss": 2.4507325369486352} {"data_time": 0.016649357974529266, "eta_seconds": 211939.91415549535, "iteration": 5539, "loss_fcos_cls": 0.38200154388323426, "loss_fcos_ctr": 0.6337152002379298, "loss_fcos_loc": 0.2762844068929553, "loss_mask": 0.6487347036600113, "loss_maskiou": 0.006931482806976419, "loss_sem_seg": 0.4288913272321224, "lr": 0.01, "mask_rcnn/accuracy": 0.6134015556253929, "mask_rcnn/false_negative": 0.0963989738259672, "mask_rcnn/false_positive": 0.7233378805826751, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.25, "time": 0.8023172579705715, "total_loss": 2.408589974606002} {"data_time": 0.016662806272506714, "eta_seconds": 211923.88608979527, "iteration": 5559, "loss_fcos_cls": 0.39925551088526845, "loss_fcos_ctr": 0.634674645960331, "loss_fcos_loc": 0.2846063538454473, "loss_mask": 0.6538866497576237, "loss_maskiou": 0.007275926167494617, "loss_sem_seg": 0.4664710690267384, "lr": 0.01, "mask_rcnn/accuracy": 0.592619531090028, "mask_rcnn/false_negative": 0.05280949028827072, "mask_rcnn/false_positive": 0.8068343907192834, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 36.25, "time": 0.7994669647887349, "total_loss": 2.430004382171319} {"data_time": 0.015789560973644257, "eta_seconds": 211740.05093176477, "iteration": 5579, "loss_fcos_cls": 0.4006370212882757, "loss_fcos_ctr": 0.6358775440603495, "loss_fcos_loc": 0.2838758527068421, "loss_mask": 0.6476721949875355, "loss_maskiou": 0.007338794966926798, "loss_sem_seg": 0.4871196439489722, "lr": 0.01, "mask_rcnn/accuracy": 0.6128701792826994, "mask_rcnn/false_negative": 0.027248412275491178, "mask_rcnn/false_positive": 0.8628559538084788, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7862831074744463, "total_loss": 2.467716705868952} {"data_time": 0.01715898048132658, "eta_seconds": 211743.43332087714, "iteration": 5599, "loss_fcos_cls": 0.40072036045603454, "loss_fcos_ctr": 0.6325630443170667, "loss_fcos_loc": 0.2743825006764382, "loss_mask": 0.6475842148065567, "loss_maskiou": 0.007036370821879245, "loss_sem_seg": 0.5047812939155847, "lr": 0.01, "mask_rcnn/accuracy": 0.6132316002058719, "mask_rcnn/false_negative": 0.0700519740416139, "mask_rcnn/false_positive": 0.7855274085969208, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7808581916615367, "total_loss": 2.48699679091078} {"data_time": 0.015132036060094833, "eta_seconds": 211818.2876611501, "iteration": 5619, "loss_fcos_cls": 0.3923303810879588, "loss_fcos_ctr": 0.6340387612581253, "loss_fcos_loc": 0.28805003012530506, "loss_mask": 0.6490124091506004, "loss_maskiou": 0.007043315694318153, "loss_sem_seg": 0.43757445737719536, "lr": 0.01, "mask_rcnn/accuracy": 0.58802175761609, "mask_rcnn/false_negative": 0.08767861822076847, "mask_rcnn/false_positive": 0.7568795704036497, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.75, "time": 0.8029413754120469, "total_loss": 2.4387250448053237} {"data_time": 0.014754608273506165, "eta_seconds": 211854.7881683102, "iteration": 5639, "loss_fcos_cls": 0.40322459023445845, "loss_fcos_ctr": 0.6353665571659803, "loss_fcos_loc": 0.28580307122319937, "loss_mask": 0.6470565721392632, "loss_maskiou": 0.008056374703301117, "loss_sem_seg": 0.4517477713525295, "lr": 0.01, "mask_rcnn/accuracy": 0.6339976615646259, "mask_rcnn/false_negative": 0.08327857830756194, "mask_rcnn/false_positive": 0.7767050163751847, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.5, "time": 0.8107292866334319, "total_loss": 2.4312172933132388} {"data_time": 0.017468485049903393, "eta_seconds": 211867.61455055233, "iteration": 5659, "loss_fcos_cls": 0.40943256486207247, "loss_fcos_ctr": 0.6358835408464074, "loss_fcos_loc": 0.289956416701898, "loss_mask": 0.6526353843510151, "loss_maskiou": 0.008666090376209468, "loss_sem_seg": 0.4181905323639512, "lr": 0.01, "mask_rcnn/accuracy": 0.6080741439970188, "mask_rcnn/false_negative": 0.04536604566455381, "mask_rcnn/false_positive": 0.8195837422988802, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.75, "time": 0.8048883872106671, "total_loss": 2.407003916639951} {"data_time": 0.014728101901710033, "eta_seconds": 211835.84764373582, "iteration": 5679, "loss_fcos_cls": 0.3930325829423964, "loss_fcos_ctr": 0.6369806379079819, "loss_fcos_loc": 0.2879496901296079, "loss_mask": 0.6500173546373844, "loss_maskiou": 0.008230598312366055, "loss_sem_seg": 0.4788444712758064, "lr": 0.01, "mask_rcnn/accuracy": 0.5938713542097, "mask_rcnn/false_negative": 0.04070506140970746, "mask_rcnn/false_positive": 0.8382721482344015, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7915175864472985, "total_loss": 2.437583527636889} {"data_time": 0.015611361712217331, "eta_seconds": 211797.03167404607, "iteration": 5699, "loss_fcos_cls": 0.39490970433689654, "loss_fcos_ctr": 0.6375467283651233, "loss_fcos_loc": 0.27919201110489666, "loss_mask": 0.6491837613284588, "loss_maskiou": 0.007982993018231355, "loss_sem_seg": 0.42703255359083414, "lr": 0.01, "mask_rcnn/accuracy": 0.6176885465724752, "mask_rcnn/false_negative": 0.0653442615561563, "mask_rcnn/false_positive": 0.8021840326628363, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.5, "time": 0.7981204548850656, "total_loss": 2.4168687152996426} {"data_time": 0.01612731907516718, "eta_seconds": 211693.91155837756, "iteration": 5719, "loss_fcos_cls": 0.3952886229380965, "loss_fcos_ctr": 0.634113316424191, "loss_fcos_loc": 0.29048875952139497, "loss_mask": 0.6450250037014484, "loss_maskiou": 0.0074407788924872875, "loss_sem_seg": 0.42806889209896326, "lr": 0.01, "mask_rcnn/accuracy": 0.5767608605942377, "mask_rcnn/false_negative": 0.10085932273237586, "mask_rcnn/false_positive": 0.8218498520229168, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.25, "time": 0.7963890703395009, "total_loss": 2.3676759806257905} {"data_time": 0.016617816872894764, "eta_seconds": 211543.60423575528, "iteration": 5739, "loss_fcos_cls": 0.39171638153493404, "loss_fcos_ctr": 0.6335614868439734, "loss_fcos_loc": 0.2833479269174859, "loss_mask": 0.651589997112751, "loss_maskiou": 0.008306362658913713, "loss_sem_seg": 0.4784124009311199, "lr": 0.01, "mask_rcnn/accuracy": 0.6130210307807333, "mask_rcnn/false_negative": 0.09909812528264085, "mask_rcnn/false_positive": 0.7338940047749982, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.25, "time": 0.7922557163983583, "total_loss": 2.444174015596218} {"data_time": 0.014902438968420029, "eta_seconds": 211494.3061814541, "iteration": 5759, "loss_fcos_cls": 0.4112807926721871, "loss_fcos_ctr": 0.6345909759402275, "loss_fcos_loc": 0.2864048071205616, "loss_mask": 0.6486542858183384, "loss_maskiou": 0.007561184786027297, "loss_sem_seg": 0.4572691866196692, "lr": 0.01, "mask_rcnn/accuracy": 0.6079104322141228, "mask_rcnn/false_negative": 0.03151187799654751, "mask_rcnn/false_positive": 0.8859350300540507, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 30.0, "time": 0.7880511563271284, "total_loss": 2.4600101424293825} {"data_time": 0.014201924204826355, "eta_seconds": 211441.38331410754, "iteration": 5779, "loss_fcos_cls": 0.39928032783791423, "loss_fcos_ctr": 0.636295875068754, "loss_fcos_loc": 0.28918211720883846, "loss_mask": 0.6496776901185513, "loss_maskiou": 0.007374112836259883, "loss_sem_seg": 0.4351845090277493, "lr": 0.01, "mask_rcnn/accuracy": 0.6131590136054422, "mask_rcnn/false_negative": 0.11078600955026306, "mask_rcnn/false_positive": 0.7268614503234884, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.75, "time": 0.7884604036808014, "total_loss": 2.4167441051249625} {"data_time": 0.01871949527412653, "eta_seconds": 211462.29081575666, "iteration": 5799, "loss_fcos_cls": 0.404991312418133, "loss_fcos_ctr": 0.6372320782393217, "loss_fcos_loc": 0.2910065234173089, "loss_mask": 0.6491253525018692, "loss_maskiou": 0.00598835211712867, "loss_sem_seg": 0.4654699410311878, "lr": 0.01, "mask_rcnn/accuracy": 0.6186495012964202, "mask_rcnn/false_negative": 0.06914455598530497, "mask_rcnn/false_positive": 0.7960339339320879, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 40.0, "time": 0.8082691077142954, "total_loss": 2.4538820737288916} {"data_time": 0.015724663622677326, "eta_seconds": 211419.41359855235, "iteration": 5819, "loss_fcos_cls": 0.391316297929734, "loss_fcos_ctr": 0.6358455577865243, "loss_fcos_loc": 0.28781173611059785, "loss_mask": 0.6467534340918064, "loss_maskiou": 0.0069690908858319744, "loss_sem_seg": 0.4300268985098228, "lr": 0.01, "mask_rcnn/accuracy": 0.6141116442036862, "mask_rcnn/false_negative": 0.059485594106302324, "mask_rcnn/false_positive": 0.8293453474697356, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7844068259000778, "total_loss": 2.381287513198913} {"data_time": 0.016065813601017, "eta_seconds": 211417.53658092488, "iteration": 5839, "loss_fcos_cls": 0.38807084085419774, "loss_fcos_ctr": 0.6338157732971013, "loss_fcos_loc": 0.28439875738695264, "loss_mask": 0.6493922658264637, "loss_maskiou": 0.0072191095823654905, "loss_sem_seg": 0.4355853460729122, "lr": 0.01, "mask_rcnn/accuracy": 0.6095363713667286, "mask_rcnn/false_negative": 0.05658066398618421, "mask_rcnn/false_positive": 0.8284224533445663, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.5, "time": 0.7844311725348234, "total_loss": 2.44208836236794} {"data_time": 0.01925246324390173, "eta_seconds": 211414.2677672105, "iteration": 5859, "loss_fcos_cls": 0.39138306863605976, "loss_fcos_ctr": 0.6346691902726889, "loss_fcos_loc": 0.28179499600082636, "loss_mask": 0.6497287973761559, "loss_maskiou": 0.007182758112321608, "loss_sem_seg": 0.4422385487705469, "lr": 0.01, "mask_rcnn/accuracy": 0.6389303395657997, "mask_rcnn/false_negative": 0.04209322056399899, "mask_rcnn/false_positive": 0.8583732700835962, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.0, "time": 0.7939785253256559, "total_loss": 2.40879085825145} {"data_time": 0.01470252126455307, "eta_seconds": 211398.26008436177, "iteration": 5879, "loss_fcos_cls": 0.39612055057659745, "loss_fcos_ctr": 0.6341417790390551, "loss_fcos_loc": 0.2825115108862519, "loss_mask": 0.6449489928781986, "loss_maskiou": 0.007406907869153656, "loss_sem_seg": 0.460685514844954, "lr": 0.01, "mask_rcnn/accuracy": 0.6347732226693494, "mask_rcnn/false_negative": 0.03628635139440495, "mask_rcnn/false_positive": 0.8587254247527139, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.793760884553194, "total_loss": 2.429941026319284} {"data_time": 0.015379845164716244, "eta_seconds": 211368.40762360115, "iteration": 5899, "loss_fcos_cls": 0.4008992239832878, "loss_fcos_ctr": 0.6342009035870433, "loss_fcos_loc": 0.2903718538582325, "loss_mask": 0.6508193723857403, "loss_maskiou": 0.006900929816765711, "loss_sem_seg": 0.4455192619934678, "lr": 0.01, "mask_rcnn/accuracy": 0.6411925114037863, "mask_rcnn/false_negative": 0.09779968576484611, "mask_rcnn/false_positive": 0.7418648217204731, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 33.0, "time": 0.793302621692419, "total_loss": 2.4029973581054946} {"data_time": 0.016958502121269703, "eta_seconds": 211352.40098919813, "iteration": 5919, "loss_fcos_cls": 0.3968943483196199, "loss_fcos_ctr": 0.6343670915812254, "loss_fcos_loc": 0.28557397052645683, "loss_mask": 0.6529928706586361, "loss_maskiou": 0.006938272636034526, "loss_sem_seg": 0.4620495808776468, "lr": 0.01, "mask_rcnn/accuracy": 0.5996791898577613, "mask_rcnn/false_negative": 0.05407375987554799, "mask_rcnn/false_positive": 0.7608066197945745, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.0, "time": 0.7956218961626291, "total_loss": 2.453996590047609} {"data_time": 0.015372960828244686, "eta_seconds": 211323.37970651686, "iteration": 5939, "loss_fcos_cls": 0.39507007971405983, "loss_fcos_ctr": 0.6353929825127125, "loss_fcos_loc": 0.2815475826500915, "loss_mask": 0.6459519825875759, "loss_maskiou": 0.007201592597994022, "loss_sem_seg": 0.4371509337797761, "lr": 0.01, "mask_rcnn/accuracy": 0.6330424477483301, "mask_rcnn/false_negative": 0.04079785207352406, "mask_rcnn/false_positive": 0.845227160619701, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.8017569985240698, "total_loss": 2.373225172108505} {"data_time": 0.016125809401273727, "eta_seconds": 211248.6081044227, "iteration": 5959, "loss_fcos_cls": 0.39055383298546076, "loss_fcos_ctr": 0.6341037973761559, "loss_fcos_loc": 0.27941101719625294, "loss_mask": 0.6498232558369637, "loss_maskiou": 0.007330235181143507, "loss_sem_seg": 0.42766107991337776, "lr": 0.01, "mask_rcnn/accuracy": 0.6124892067482731, "mask_rcnn/false_negative": 0.08783577908288101, "mask_rcnn/false_positive": 0.7966884054034289, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7912439741194248, "total_loss": 2.3890530951030087} {"data_time": 0.015084616839885712, "eta_seconds": 211120.97097040527, "iteration": 5979, "loss_fcos_cls": 0.38553305610548705, "loss_fcos_ctr": 0.6333672176115215, "loss_fcos_loc": 0.28173320833593607, "loss_mask": 0.6499580256640911, "loss_maskiou": 0.008094104021438397, "loss_sem_seg": 0.45694537507370114, "lr": 0.01, "mask_rcnn/accuracy": 0.6072392317943298, "mask_rcnn/false_negative": 0.04842350196212941, "mask_rcnn/false_positive": 0.8205721121648448, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7880611168220639, "total_loss": 2.413275959479506} {"data_time": 0.016260480508208275, "eta_seconds": 211088.04613991454, "iteration": 5999, "loss_fcos_cls": 0.3868547948077321, "loss_fcos_ctr": 0.6358272107318044, "loss_fcos_loc": 0.28891583112999797, "loss_mask": 0.6530906930565834, "loss_maskiou": 0.0072747803933452815, "loss_sem_seg": 0.44913513492792845, "lr": 0.01, "mask_rcnn/accuracy": 0.6021542187108957, "mask_rcnn/false_negative": 0.03637133907378389, "mask_rcnn/false_positive": 0.843539736947589, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7963133938610554, "total_loss": 2.410542866375181} {"data_time": 0.015069770626723766, "eta_seconds": 211083.0029392615, "iteration": 6019, "loss_fcos_cls": 0.3912781805265695, "loss_fcos_ctr": 0.6355625288560987, "loss_fcos_loc": 0.2883290087338537, "loss_mask": 0.6508193947374821, "loss_maskiou": 0.006234823980776127, "loss_sem_seg": 0.42247127927839756, "lr": 0.01, "mask_rcnn/accuracy": 0.6349351368454358, "mask_rcnn/false_negative": 0.033605289648677816, "mask_rcnn/false_positive": 0.8586004729860472, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 33.75, "time": 0.803797809407115, "total_loss": 2.404379162340774} {"data_time": 0.017488487996160984, "eta_seconds": 211056.06322376803, "iteration": 6039, "loss_fcos_cls": 0.3974282229319215, "loss_fcos_ctr": 0.6364989429712296, "loss_fcos_loc": 0.28893391718156636, "loss_mask": 0.6461766883730888, "loss_maskiou": 0.007506452049710788, "loss_sem_seg": 0.4020037520676851, "lr": 0.01, "mask_rcnn/accuracy": 0.5946045918367346, "mask_rcnn/false_negative": 0.06129007218588148, "mask_rcnn/false_positive": 0.7499013912893984, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.5, "time": 0.7966915527358651, "total_loss": 2.3918724768736865} {"data_time": 0.015405516140162945, "eta_seconds": 210892.7872644905, "iteration": 6059, "loss_fcos_cls": 0.40725911664776504, "loss_fcos_ctr": 0.6352668236941099, "loss_fcos_loc": 0.28552638785913587, "loss_mask": 0.6486244648694992, "loss_maskiou": 0.006744341393641662, "loss_sem_seg": 0.4080791366286576, "lr": 0.01, "mask_rcnn/accuracy": 0.6082737388246583, "mask_rcnn/false_negative": 0.09841720064281659, "mask_rcnn/false_positive": 0.6928513218095849, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.781061721034348, "total_loss": 2.3845433980750386} {"data_time": 0.01586776878684759, "eta_seconds": 210792.41403582692, "iteration": 6079, "loss_fcos_cls": 0.3954282214399427, "loss_fcos_ctr": 0.6362756937742233, "loss_fcos_loc": 0.2891342194052413, "loss_mask": 0.6455883495509624, "loss_maskiou": 0.007956089037179481, "loss_sem_seg": 0.47132787574082613, "lr": 0.01, "mask_rcnn/accuracy": 0.6385254101640656, "mask_rcnn/false_negative": 0.0348995413752356, "mask_rcnn/false_positive": 0.8017097097992346, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7968841418623924, "total_loss": 2.4503982691676356} {"data_time": 0.01588018238544464, "eta_seconds": 210776.44013348222, "iteration": 6099, "loss_fcos_cls": 0.3745409296825528, "loss_fcos_ctr": 0.6355864824727178, "loss_fcos_loc": 0.2823293572291732, "loss_mask": 0.6518637463450432, "loss_maskiou": 0.007018380507361144, "loss_sem_seg": 0.43571942765265703, "lr": 0.01, "mask_rcnn/accuracy": 0.6035818106312293, "mask_rcnn/false_negative": 0.0694616938469641, "mask_rcnn/false_positive": 0.7836364410968696, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.809249741025269, "total_loss": 2.388040456280578} {"data_time": 0.01582376379519701, "eta_seconds": 210707.2005701922, "iteration": 6119, "loss_fcos_cls": 0.3867572098970413, "loss_fcos_ctr": 0.6337724104523659, "loss_fcos_loc": 0.29239060170948505, "loss_mask": 0.6492173112928867, "loss_maskiou": 0.006955711476621218, "loss_sem_seg": 0.42558341193944216, "lr": 0.01, "mask_rcnn/accuracy": 0.6137391019626242, "mask_rcnn/false_negative": 0.028235326274903372, "mask_rcnn/false_positive": 0.888645827185563, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.5, "time": 0.8045792104676366, "total_loss": 2.4098235437850235} {"data_time": 0.01577667985111475, "eta_seconds": 210550.40071987174, "iteration": 6139, "loss_fcos_cls": 0.39518239675089717, "loss_fcos_ctr": 0.6352713005617261, "loss_fcos_loc": 0.29135758779011667, "loss_mask": 0.6454312093555927, "loss_maskiou": 0.008070044539636001, "loss_sem_seg": 0.46425508335232735, "lr": 0.01, "mask_rcnn/accuracy": 0.6089171245421245, "mask_rcnn/false_negative": 0.035221309370710205, "mask_rcnn/false_positive": 0.8796879221484051, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7942132130265236, "total_loss": 2.397765427682316} {"data_time": 0.01442092563956976, "eta_seconds": 210522.34689193312, "iteration": 6159, "loss_fcos_cls": 0.39824272226542234, "loss_fcos_ctr": 0.6337272198870778, "loss_fcos_loc": 0.27818009862676263, "loss_mask": 0.6498460620641708, "loss_maskiou": 0.0072355249867541716, "loss_sem_seg": 0.476334729231894, "lr": 0.01, "mask_rcnn/accuracy": 0.6179309367425131, "mask_rcnn/false_negative": 0.020763180608698948, "mask_rcnn/false_positive": 0.8736372825575929, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7853353964164853, "total_loss": 2.441932534915395} {"data_time": 0.014348126016557217, "eta_seconds": 210469.03521124087, "iteration": 6179, "loss_fcos_cls": 0.39020472345873713, "loss_fcos_ctr": 0.6340544540435076, "loss_fcos_loc": 0.28745728894136846, "loss_mask": 0.6486988179385662, "loss_maskiou": 0.006781237025279552, "loss_sem_seg": 0.4857977442443371, "lr": 0.01, "mask_rcnn/accuracy": 0.6159329570869443, "mask_rcnn/false_negative": 0.024922959181736513, "mask_rcnn/false_positive": 0.8711443805911782, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.25, "time": 0.7923104437068105, "total_loss": 2.4734134167374577} {"data_time": 0.01771413441747427, "eta_seconds": 210416.27854303177, "iteration": 6199, "loss_fcos_cls": 0.38761225505732, "loss_fcos_ctr": 0.6345220422372222, "loss_fcos_loc": 0.2794441864825785, "loss_mask": 0.6507177911698818, "loss_maskiou": 0.00688771803106647, "loss_sem_seg": 0.43109803553670645, "lr": 0.01, "mask_rcnn/accuracy": 0.5943607665438142, "mask_rcnn/false_negative": 0.03984576869763253, "mask_rcnn/false_positive": 0.8505368442558512, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.25, "time": 0.7838272610679269, "total_loss": 2.3594811139337253} {"data_time": 0.015588389709591866, "eta_seconds": 210400.32589095365, "iteration": 6219, "loss_fcos_cls": 0.3884930703788996, "loss_fcos_ctr": 0.6349726314656436, "loss_fcos_loc": 0.28463961905799806, "loss_mask": 0.6490340419113636, "loss_maskiou": 0.007249500762554817, "loss_sem_seg": 0.45655935257673264, "lr": 0.01, "mask_rcnn/accuracy": 0.6103399462688492, "mask_rcnn/false_negative": 0.13697118145675274, "mask_rcnn/false_positive": 0.6670707590713484, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7980257477611303, "total_loss": 2.4219154051388614} {"data_time": 0.015479558147490025, "eta_seconds": 210183.10664913896, "iteration": 6239, "loss_fcos_cls": 0.3900519406888634, "loss_fcos_ctr": 0.6334862285293639, "loss_fcos_loc": 0.2786184628494084, "loss_mask": 0.644108485430479, "loss_maskiou": 0.00723353453213349, "loss_sem_seg": 0.45842768531292677, "lr": 0.01, "mask_rcnn/accuracy": 0.6686006231377951, "mask_rcnn/false_negative": 0.03383893158085586, "mask_rcnn/false_positive": 0.8212239036833082, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7988025220111012, "total_loss": 2.415686784646823} {"data_time": 0.01638432964682579, "eta_seconds": 210122.2178702494, "iteration": 6259, "loss_fcos_cls": 0.38795958552509546, "loss_fcos_ctr": 0.631681018974632, "loss_fcos_loc": 0.28510397602804005, "loss_mask": 0.6503122225403786, "loss_maskiou": 0.007539954429375939, "loss_sem_seg": 0.4066700083203614, "lr": 0.01, "mask_rcnn/accuracy": 0.6014886530994779, "mask_rcnn/false_negative": 0.07150590438001705, "mask_rcnn/false_positive": 0.7629243221102366, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7972186580300331, "total_loss": 2.3487072171628824} {"data_time": 0.015357935801148415, "eta_seconds": 210377.87818382028, "iteration": 6279, "loss_fcos_cls": 0.40390522009693086, "loss_fcos_ctr": 0.6318300012499094, "loss_fcos_loc": 0.27352048410102725, "loss_mask": 0.6472216248512268, "loss_maskiou": 0.0068297677134978585, "loss_sem_seg": 0.3765651339199394, "lr": 0.01, "mask_rcnn/accuracy": 0.6357387652030508, "mask_rcnn/false_negative": 0.09702284377898898, "mask_rcnn/false_positive": 0.7395747212254691, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.75, "time": 0.8163509257137775, "total_loss": 2.3726480017212452} {"data_time": 0.016414850018918514, "eta_seconds": 210240.7560326839, "iteration": 6299, "loss_fcos_cls": 0.3973768465220928, "loss_fcos_ctr": 0.6306906817480922, "loss_fcos_loc": 0.27900711563415825, "loss_mask": 0.6508059501647949, "loss_maskiou": 0.007371413637883961, "loss_sem_seg": 0.40845754835754633, "lr": 0.01, "mask_rcnn/accuracy": 0.5936796816207316, "mask_rcnn/false_negative": 0.034005606076912324, "mask_rcnn/false_positive": 0.8456587507286671, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.785097997635603, "total_loss": 2.389960347030865} {"data_time": 0.015414251014590263, "eta_seconds": 210119.3570859665, "iteration": 6319, "loss_fcos_cls": 0.3984008114784956, "loss_fcos_ctr": 0.6329699764028192, "loss_fcos_loc": 0.27725927578285336, "loss_mask": 0.6489111557602882, "loss_maskiou": 0.007397468856652267, "loss_sem_seg": 0.4258531890809536, "lr": 0.01, "mask_rcnn/accuracy": 0.6327547846061502, "mask_rcnn/false_negative": 0.028447382079488985, "mask_rcnn/false_positive": 0.8707595818560347, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7828653445467353, "total_loss": 2.411961617312045} {"data_time": 0.01451557595282793, "eta_seconds": 210159.60576030146, "iteration": 6339, "loss_fcos_cls": 0.4038257021456957, "loss_fcos_ctr": 0.6346437046304345, "loss_fcos_loc": 0.28850979590788484, "loss_mask": 0.650963082909584, "loss_maskiou": 0.006786381040001288, "loss_sem_seg": 0.4409159147180617, "lr": 0.01, "mask_rcnn/accuracy": 0.6161908380373426, "mask_rcnn/false_negative": 0.03088571924995427, "mask_rcnn/false_positive": 0.8498764906556221, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.8055886970832944, "total_loss": 2.4113837949116714} {"data_time": 0.015772738493978977, "eta_seconds": 210003.99187359773, "iteration": 6359, "loss_fcos_cls": 0.3935606013983488, "loss_fcos_ctr": 0.6347902421839535, "loss_fcos_loc": 0.28261516604106873, "loss_mask": 0.649158202111721, "loss_maskiou": 0.0068139193681417964, "loss_sem_seg": 0.5036354834446684, "lr": 0.01, "mask_rcnn/accuracy": 0.6186630190442514, "mask_rcnn/false_negative": 0.07765071520654832, "mask_rcnn/false_positive": 0.7949204864326962, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.5, "time": 0.7954335305839777, "total_loss": 2.492078776296694} {"data_time": 0.015094715170562267, "eta_seconds": 209981.12473861035, "iteration": 6379, "loss_fcos_cls": 0.3891664668917656, "loss_fcos_ctr": 0.6326022371649742, "loss_fcos_loc": 0.28475741809234023, "loss_mask": 0.648305494338274, "loss_maskiou": 0.007063931072480045, "loss_sem_seg": 0.4211103725247085, "lr": 0.01, "mask_rcnn/accuracy": 0.6039342492762304, "mask_rcnn/false_negative": 0.043629987025391545, "mask_rcnn/false_positive": 0.8494340617502394, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.25, "time": 0.7971323290839791, "total_loss": 2.361100398833514} {"data_time": 0.014422329142689705, "eta_seconds": 209939.91237774957, "iteration": 6399, "loss_fcos_cls": 0.4000235041603446, "loss_fcos_ctr": 0.6331335292197764, "loss_fcos_loc": 0.2787202438339591, "loss_mask": 0.6449223272502422, "loss_maskiou": 0.007059084142383654, "loss_sem_seg": 0.41543773375451565, "lr": 0.01, "mask_rcnn/accuracy": 0.6001275510204082, "mask_rcnn/false_negative": 0.08408836298429356, "mask_rcnn/false_positive": 0.7744834377639225, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7996048200875521, "total_loss": 2.3650152340414934} {"data_time": 0.015919256024062634, "eta_seconds": 209949.26367674675, "iteration": 6419, "loss_fcos_cls": 0.40339519176632166, "loss_fcos_ctr": 0.6286150868982077, "loss_fcos_loc": 0.2653295393101871, "loss_mask": 0.6436436586081982, "loss_maskiou": 0.007182107568951324, "loss_sem_seg": 0.44734884263016284, "lr": 0.01, "mask_rcnn/accuracy": 0.6324277178988624, "mask_rcnn/false_negative": 0.0584297374603753, "mask_rcnn/false_positive": 0.8386320610987241, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.798527367413044, "total_loss": 2.395834503156948} {"data_time": 0.015658825635910034, "eta_seconds": 209800.20455619693, "iteration": 6439, "loss_fcos_cls": 0.3871504943817854, "loss_fcos_ctr": 0.6322718262672424, "loss_fcos_loc": 0.27552252041641623, "loss_mask": 0.6522887088358402, "loss_maskiou": 0.007915907190181315, "loss_sem_seg": 0.4595871428027749, "lr": 0.01, "mask_rcnn/accuracy": 0.6340819072844449, "mask_rcnn/false_negative": 0.13575387568882583, "mask_rcnn/false_positive": 0.7239599013995068, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.75, "time": 0.7972595142200589, "total_loss": 2.4244881391714443} {"data_time": 0.01600961573421955, "eta_seconds": 209802.26199449133, "iteration": 6459, "loss_fcos_cls": 0.3836634526960552, "loss_fcos_ctr": 0.6331960242241621, "loss_fcos_loc": 0.27676160633563995, "loss_mask": 0.6436632052063942, "loss_maskiou": 0.00653769780183211, "loss_sem_seg": 0.3852346836356446, "lr": 0.01, "mask_rcnn/accuracy": 0.6361040823846119, "mask_rcnn/false_negative": 0.09494950458847609, "mask_rcnn/false_positive": 0.7536394078761743, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.8063426231965423, "total_loss": 2.335126276833762} {"data_time": 0.01704214606434107, "eta_seconds": 209901.47208395135, "iteration": 6479, "loss_fcos_cls": 0.3951947996392846, "loss_fcos_ctr": 0.6369695886969566, "loss_fcos_loc": 0.28175892657600343, "loss_mask": 0.646092128008604, "loss_maskiou": 0.007018253090791404, "loss_sem_seg": 0.4600932439789176, "lr": 0.01, "mask_rcnn/accuracy": 0.6272995388680284, "mask_rcnn/false_negative": 0.0534364645264227, "mask_rcnn/false_positive": 0.8002509553632695, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.75, "time": 0.800813321955502, "total_loss": 2.429413397083408} {"data_time": 0.016094090417027473, "eta_seconds": 209749.80885374267, "iteration": 6499, "loss_fcos_cls": 0.4001676896587014, "loss_fcos_ctr": 0.6313619213178754, "loss_fcos_loc": 0.27246131794527173, "loss_mask": 0.6465582400560379, "loss_maskiou": 0.007351943873800337, "loss_sem_seg": 0.4445547219365835, "lr": 0.01, "mask_rcnn/accuracy": 0.6202337293770919, "mask_rcnn/false_negative": 0.03530272082506316, "mask_rcnn/false_positive": 0.868286479824657, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.0, "time": 0.7944502420723438, "total_loss": 2.3785341888142284} {"data_time": 0.015669172629714012, "eta_seconds": 209869.61102208775, "iteration": 6519, "loss_fcos_cls": 0.39904512418434024, "loss_fcos_ctr": 0.6354186814278364, "loss_fcos_loc": 0.2781563277821988, "loss_mask": 0.6456241756677628, "loss_maskiou": 0.006756972303264774, "loss_sem_seg": 0.4258710481226444, "lr": 0.01, "mask_rcnn/accuracy": 0.5999946853741497, "mask_rcnn/false_negative": 0.03145632438580225, "mask_rcnn/false_positive": 0.8684081230084021, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.5, "time": 0.807588872499764, "total_loss": 2.384615785063943} {"data_time": 0.015240471810102463, "eta_seconds": 209738.5748226298, "iteration": 6539, "loss_fcos_cls": 0.4015881400555372, "loss_fcos_ctr": 0.6354789333418012, "loss_fcos_loc": 0.27054071077145636, "loss_mask": 0.6423455476760864, "loss_maskiou": 0.006657107820501551, "loss_sem_seg": 0.45400930754840374, "lr": 0.01, "mask_rcnn/accuracy": 0.63373792076442, "mask_rcnn/false_negative": 0.07823234604358942, "mask_rcnn/false_positive": 0.7980738033078303, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 26.5, "time": 0.7958481376990676, "total_loss": 2.466124536076677} {"data_time": 0.016300415620207787, "eta_seconds": 209705.18470357452, "iteration": 6559, "loss_fcos_cls": 0.39686630899086595, "loss_fcos_ctr": 0.6338816480711102, "loss_fcos_loc": 0.2822653064504266, "loss_mask": 0.6462941765785217, "loss_maskiou": 0.006401547128916718, "loss_sem_seg": 0.4701567878946662, "lr": 0.01, "mask_rcnn/accuracy": 0.6188512905162065, "mask_rcnn/false_negative": 0.0284719803915059, "mask_rcnn/false_positive": 0.8278663315818379, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.75, "time": 0.8034093314781785, "total_loss": 2.4667011088022264} {"data_time": 0.015789411030709743, "eta_seconds": 209821.81942929234, "iteration": 6579, "loss_fcos_cls": 0.3873896822333336, "loss_fcos_ctr": 0.6370544694364071, "loss_fcos_loc": 0.2873110002838075, "loss_mask": 0.6454022526741028, "loss_maskiou": 0.007317726267501712, "loss_sem_seg": 0.45513277128338814, "lr": 0.01, "mask_rcnn/accuracy": 0.593064250572678, "mask_rcnn/false_negative": 0.14971242991183167, "mask_rcnn/false_positive": 0.6747585203085354, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7989888628944755, "total_loss": 2.4223693328676745} {"data_time": 0.017049025744199753, "eta_seconds": 209851.34017555695, "iteration": 6599, "loss_fcos_cls": 0.4022617298178375, "loss_fcos_ctr": 0.6342787183821201, "loss_fcos_loc": 0.278253662167117, "loss_mask": 0.6485069990158081, "loss_maskiou": 0.00697210620273836, "loss_sem_seg": 0.45616100542247295, "lr": 0.01, "mask_rcnn/accuracy": 0.5999016605219614, "mask_rcnn/false_negative": 0.07617985343651862, "mask_rcnn/false_positive": 0.790901850530692, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.5, "time": 0.7987032989040017, "total_loss": 2.4278332300600596} {"data_time": 0.019326364621520042, "eta_seconds": 209796.88813067786, "iteration": 6619, "loss_fcos_cls": 0.3672425705008209, "loss_fcos_ctr": 0.6332815559580922, "loss_fcos_loc": 0.26860621431842446, "loss_mask": 0.6476865001022816, "loss_maskiou": 0.0071400854212697595, "loss_sem_seg": 0.465877553448081, "lr": 0.01, "mask_rcnn/accuracy": 0.618296485260771, "mask_rcnn/false_negative": 0.03743510282586225, "mask_rcnn/false_positive": 0.8804992617654743, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.75, "time": 0.799038965255022, "total_loss": 2.410065864372882} {"data_time": 0.015454279258847237, "eta_seconds": 209813.67785744648, "iteration": 6639, "loss_fcos_cls": 0.38618838088586926, "loss_fcos_ctr": 0.6344886240549386, "loss_fcos_loc": 0.28471841383725405, "loss_mask": 0.648053590208292, "loss_maskiou": 0.007497418642742559, "loss_sem_seg": 0.4120051758363843, "lr": 0.01, "mask_rcnn/accuracy": 0.6019917400922633, "mask_rcnn/false_negative": 0.029598592419071146, "mask_rcnn/false_positive": 0.8526569908386463, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.5, "time": 0.8141987798735499, "total_loss": 2.3552637311513536} {"data_time": 0.016464166343212128, "eta_seconds": 209980.98003393505, "iteration": 6659, "loss_fcos_cls": 0.3853397103957832, "loss_fcos_ctr": 0.6349020306952298, "loss_fcos_loc": 0.2723452690988779, "loss_mask": 0.6455861777067184, "loss_maskiou": 0.007601194360177033, "loss_sem_seg": 0.4943787604570389, "lr": 0.01, "mask_rcnn/accuracy": 0.5923705282551617, "mask_rcnn/false_negative": 0.06682500652389814, "mask_rcnn/false_positive": 0.7635801664420832, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.0, "time": 0.811048542149365, "total_loss": 2.4518561739241704} {"data_time": 0.016759531572461128, "eta_seconds": 210003.49453315232, "iteration": 6679, "loss_fcos_cls": 0.39304985757917166, "loss_fcos_ctr": 0.6330545479431748, "loss_fcos_loc": 0.27612382895313203, "loss_mask": 0.6513483785092831, "loss_maskiou": 0.006655342614976689, "loss_sem_seg": 0.4711399441584945, "lr": 0.01, "mask_rcnn/accuracy": 0.6133913733752745, "mask_rcnn/false_negative": 0.03251830058327895, "mask_rcnn/false_positive": 0.8830482339302124, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.75, "time": 0.7965591866523027, "total_loss": 2.4332446847110987} {"data_time": 0.01531403511762619, "eta_seconds": 209949.08511745278, "iteration": 6699, "loss_fcos_cls": 0.4044444649480283, "loss_fcos_ctr": 0.632203871384263, "loss_fcos_loc": 0.2823726555798203, "loss_mask": 0.6466652676463127, "loss_maskiou": 0.0070366240233852295, "loss_sem_seg": 0.45475597120821476, "lr": 0.01, "mask_rcnn/accuracy": 0.5925301370548219, "mask_rcnn/false_negative": 0.08958542487833038, "mask_rcnn/false_positive": 0.7603963443312679, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.0, "time": 0.7851379858329892, "total_loss": 2.441607131382625} {"data_time": 0.016097609885036945, "eta_seconds": 209995.5338310413, "iteration": 6719, "loss_fcos_cls": 0.4054550821892917, "loss_fcos_ctr": 0.6363851316273212, "loss_fcos_loc": 0.2847576199565083, "loss_mask": 0.6474418044090271, "loss_maskiou": 0.007601646037073806, "loss_sem_seg": 0.47461907006800175, "lr": 0.01, "mask_rcnn/accuracy": 0.6392599464028036, "mask_rcnn/false_negative": 0.04220963076998528, "mask_rcnn/false_positive": 0.8590299035851467, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7999283289536834, "total_loss": 2.459995845609228} {"data_time": 0.016639387235045433, "eta_seconds": 209979.58163290843, "iteration": 6739, "loss_fcos_cls": 0.4051397688454017, "loss_fcos_ctr": 0.6360136712901294, "loss_fcos_loc": 0.2837455791886896, "loss_mask": 0.6463370136916637, "loss_maskiou": 0.00692081285524182, "loss_sem_seg": 0.45943353697657585, "lr": 0.01, "mask_rcnn/accuracy": 0.6163231740064447, "mask_rcnn/false_negative": 0.11350472066761727, "mask_rcnn/false_positive": 0.7988266860853119, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.5, "time": 0.7786568962037563, "total_loss": 2.456537106736505} {"data_time": 0.015092750079929829, "eta_seconds": 210079.14500062913, "iteration": 6759, "loss_fcos_cls": 0.40571435494348407, "loss_fcos_ctr": 0.6376317469403148, "loss_fcos_loc": 0.28734080074355006, "loss_mask": 0.6504814736545086, "loss_maskiou": 0.007156087638577446, "loss_sem_seg": 0.4915821189060807, "lr": 0.01, "mask_rcnn/accuracy": 0.6320472928841945, "mask_rcnn/false_negative": 0.031567874198908344, "mask_rcnn/false_positive": 0.8557270143454175, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.8077432364225388, "total_loss": 2.4759862824721495} {"data_time": 0.015551411546766758, "eta_seconds": 210187.89277307037, "iteration": 6779, "loss_fcos_cls": 0.3893856513313949, "loss_fcos_ctr": 0.6351361088454723, "loss_fcos_loc": 0.2919212633278221, "loss_mask": 0.6474175378680229, "loss_maskiou": 0.006412267699488439, "loss_sem_seg": 0.4139209222048521, "lr": 0.01, "mask_rcnn/accuracy": 0.6085669282332816, "mask_rcnn/false_negative": 0.09144463888262053, "mask_rcnn/false_positive": 0.7916141825539489, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.8015078064054251, "total_loss": 2.378769481991185} {"data_time": 0.017177259549498558, "eta_seconds": 210164.22515177354, "iteration": 6799, "loss_fcos_cls": 0.39800306456163526, "loss_fcos_ctr": 0.6324824802577496, "loss_fcos_loc": 0.28084462648257613, "loss_mask": 0.6477669104933739, "loss_maskiou": 0.006631140640820377, "loss_sem_seg": 0.4435603371821344, "lr": 0.01, "mask_rcnn/accuracy": 0.6011369582798154, "mask_rcnn/false_negative": 0.02917856275938764, "mask_rcnn/false_positive": 0.8711390024436287, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.5, "time": 0.8008501203730702, "total_loss": 2.4252199248294346} {"data_time": 0.01676963735371828, "eta_seconds": 210203.53290885407, "iteration": 6819, "loss_fcos_cls": 0.3847823850810528, "loss_fcos_ctr": 0.6309902388602495, "loss_fcos_loc": 0.268055924680084, "loss_mask": 0.6478082351386547, "loss_maskiou": 0.006607035087654367, "loss_sem_seg": 0.4549478851258755, "lr": 0.01, "mask_rcnn/accuracy": 0.5902832952146375, "mask_rcnn/false_negative": 0.12942334730771513, "mask_rcnn/false_positive": 0.7491733102335021, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.25, "time": 0.7976820329204202, "total_loss": 2.414021345975925} {"data_time": 0.01555456779897213, "eta_seconds": 210105.13484209124, "iteration": 6839, "loss_fcos_cls": 0.38066198816522956, "loss_fcos_ctr": 0.6326274164021015, "loss_fcos_loc": 0.2830897094681859, "loss_mask": 0.6518598571419716, "loss_maskiou": 0.0065132343443110585, "loss_sem_seg": 0.4166828840970993, "lr": 0.01, "mask_rcnn/accuracy": 0.6160387231815803, "mask_rcnn/false_negative": 0.043351862024149895, "mask_rcnn/false_positive": 0.8383756448743912, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.75, "time": 0.7804235043004155, "total_loss": 2.38243577209505} {"data_time": 0.015290088020265102, "eta_seconds": 210124.01097252313, "iteration": 6859, "loss_fcos_cls": 0.412959645036608, "loss_fcos_ctr": 0.63654013723135, "loss_fcos_loc": 0.2866196143440902, "loss_mask": 0.6446613855659962, "loss_maskiou": 0.00702744084992446, "loss_sem_seg": 0.45624703727662563, "lr": 0.01, "mask_rcnn/accuracy": 0.6078926203480779, "mask_rcnn/false_negative": 0.04379801249189437, "mask_rcnn/false_positive": 0.8327334758094589, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.75, "time": 0.8044345546513796, "total_loss": 2.4391378733853344} {"data_time": 0.017860226333141327, "eta_seconds": 210155.61071091983, "iteration": 6879, "loss_fcos_cls": 0.38118320796638727, "loss_fcos_ctr": 0.6356810387223959, "loss_fcos_loc": 0.28571390034630895, "loss_mask": 0.6498850993812084, "loss_maskiou": 0.0068441752810031176, "loss_sem_seg": 0.44490727595984936, "lr": 0.01, "mask_rcnn/accuracy": 0.6249393104015799, "mask_rcnn/false_negative": 0.06041677848578843, "mask_rcnn/false_positive": 0.8670023500701765, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7894579377025366, "total_loss": 2.422560764462105} {"data_time": 0.014879056252539158, "eta_seconds": 210180.90981829632, "iteration": 6899, "loss_fcos_cls": 0.3957599950954318, "loss_fcos_ctr": 0.6355298701673746, "loss_fcos_loc": 0.2826321416068822, "loss_mask": 0.6442535296082497, "loss_maskiou": 0.006392021678038873, "loss_sem_seg": 0.4595156838186085, "lr": 0.01, "mask_rcnn/accuracy": 0.5809403418595456, "mask_rcnn/false_negative": 0.03269072704349511, "mask_rcnn/false_positive": 0.873062273277281, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.8065898232161999, "total_loss": 2.410294967092341} {"data_time": 0.015787542797625065, "eta_seconds": 210164.93261487875, "iteration": 6919, "loss_fcos_cls": 0.40841866261325777, "loss_fcos_ctr": 0.6334618767723441, "loss_fcos_loc": 0.2768655065447092, "loss_mask": 0.6446842812001705, "loss_maskiou": 0.007193249577539973, "loss_sem_seg": 0.42036260943859816, "lr": 0.01, "mask_rcnn/accuracy": 0.6145343346049854, "mask_rcnn/false_negative": 0.02301747465174954, "mask_rcnn/false_positive": 0.8886167956966387, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.75, "time": 0.7941464446485043, "total_loss": 2.3723790778167313} {"data_time": 0.015212283469736576, "eta_seconds": 210159.69475184754, "iteration": 6939, "loss_fcos_cls": 0.39555765548720956, "loss_fcos_ctr": 0.6351243085227907, "loss_fcos_loc": 0.2849966590292752, "loss_mask": 0.6461226232349873, "loss_maskiou": 0.006680219521513209, "loss_sem_seg": 0.3980116820894182, "lr": 0.01, "mask_rcnn/accuracy": 0.6249651044855671, "mask_rcnn/false_negative": 0.02352544552869687, "mask_rcnn/false_positive": 0.8806470602911809, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.75, "time": 0.8029843308031559, "total_loss": 2.3733277494029608} {"data_time": 0.01700438652187586, "eta_seconds": 210143.71673193946, "iteration": 6959, "loss_fcos_cls": 0.387597837485373, "loss_fcos_ctr": 0.6340160528197885, "loss_fcos_loc": 0.28338993107900023, "loss_mask": 0.6510447412729263, "loss_maskiou": 0.006782536467653699, "loss_sem_seg": 0.41923358757048845, "lr": 0.01, "mask_rcnn/accuracy": 0.6087224961755037, "mask_rcnn/false_negative": 0.024980814133170368, "mask_rcnn/false_positive": 0.8837168513893932, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.7979731746017933, "total_loss": 2.41512409778079} {"data_time": 0.016296951100230217, "eta_seconds": 210121.33087153826, "iteration": 6979, "loss_fcos_cls": 0.3880547285079956, "loss_fcos_ctr": 0.6331984205171466, "loss_fcos_loc": 0.28163308976218104, "loss_mask": 0.6527840346097946, "loss_maskiou": 0.007162726687965915, "loss_sem_seg": 0.43866353016346693, "lr": 0.01, "mask_rcnn/accuracy": 0.5958868899783892, "mask_rcnn/false_negative": 0.035109739366327636, "mask_rcnn/false_positive": 0.8427765504067402, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.75, "time": 0.7921330705285072, "total_loss": 2.429795011674287} {"data_time": 0.01577516458928585, "eta_seconds": 210140.97992768884, "iteration": 6999, "loss_fcos_cls": 0.3778142356313765, "loss_fcos_ctr": 0.6350780436769128, "loss_fcos_loc": 0.27593609876930714, "loss_mask": 0.6464434526860714, "loss_maskiou": 0.006123324099462479, "loss_sem_seg": 0.40735736687202007, "lr": 0.01, "mask_rcnn/accuracy": 0.605169767021853, "mask_rcnn/false_negative": 0.08286545431175421, "mask_rcnn/false_positive": 0.7534300293947598, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.8050821200013161, "total_loss": 2.3275633030389145} {"data_time": 0.01797993015497923, "eta_seconds": 210043.79224907327, "iteration": 7019, "loss_fcos_cls": 0.39771926356479526, "loss_fcos_ctr": 0.6326515767723322, "loss_fcos_loc": 0.2812638806644827, "loss_mask": 0.6478462219238281, "loss_maskiou": 0.007122012219042517, "loss_sem_seg": 0.4324387633241713, "lr": 0.01, "mask_rcnn/accuracy": 0.6137823432944607, "mask_rcnn/false_negative": 0.06783802885091267, "mask_rcnn/false_positive": 0.8192179509269496, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 36.75, "time": 0.7913703741505742, "total_loss": 2.403925917111337} {"data_time": 0.01746369432657957, "eta_seconds": 210027.8181830952, "iteration": 7039, "loss_fcos_cls": 0.3772927087265998, "loss_fcos_ctr": 0.6345414817333221, "loss_fcos_loc": 0.2869763568742201, "loss_mask": 0.6427655890583992, "loss_maskiou": 0.006829490543168504, "loss_sem_seg": 0.4409167831763625, "lr": 0.01, "mask_rcnn/accuracy": 0.6002536321644344, "mask_rcnn/false_negative": 0.055192651482732225, "mask_rcnn/false_positive": 0.8348903119905626, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.75, "time": 0.7950168903917074, "total_loss": 2.4157388696803537} {"data_time": 0.015699191950261593, "eta_seconds": 210011.8441171171, "iteration": 7059, "loss_fcos_cls": 0.40384877985343337, "loss_fcos_ctr": 0.6366085195913911, "loss_fcos_loc": 0.28882871428504586, "loss_mask": 0.6491926461458206, "loss_maskiou": 0.0068922734062653035, "loss_sem_seg": 0.42069497890770435, "lr": 0.01, "mask_rcnn/accuracy": 0.6240968357039786, "mask_rcnn/false_negative": 0.08527647843361585, "mask_rcnn/false_positive": 0.7242719515905387, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 29.0, "time": 0.7888634176924825, "total_loss": 2.405124599725241} {"data_time": 0.016028822399675846, "eta_seconds": 210037.1149875382, "iteration": 7079, "loss_fcos_cls": 0.3854221450164914, "loss_fcos_ctr": 0.6356378505006433, "loss_fcos_loc": 0.28691656538285315, "loss_mask": 0.6493730880320072, "loss_maskiou": 0.007438300075591542, "loss_sem_seg": 0.4384838277474046, "lr": 0.01, "mask_rcnn/accuracy": 0.6490226567431097, "mask_rcnn/false_negative": 0.06853659944806362, "mask_rcnn/false_positive": 0.7409731786861439, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7978602796792984, "total_loss": 2.400984286010498} {"data_time": 0.015527871437370777, "eta_seconds": 209786.55705638323, "iteration": 7099, "loss_fcos_cls": 0.39798878505825996, "loss_fcos_ctr": 0.6304454831406474, "loss_fcos_loc": 0.28258949192240834, "loss_mask": 0.645308718085289, "loss_maskiou": 0.006795543216867372, "loss_sem_seg": 0.389430089853704, "lr": 0.01, "mask_rcnn/accuracy": 0.6463806529871476, "mask_rcnn/false_negative": 0.025374226585702826, "mask_rcnn/false_positive": 0.8539207550016005, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7927468614652753, "total_loss": 2.383809588238364} {"data_time": 0.015917707234621048, "eta_seconds": 209868.74174674228, "iteration": 7119, "loss_fcos_cls": 0.39259083243086934, "loss_fcos_ctr": 0.6324833878315985, "loss_fcos_loc": 0.2647293002810329, "loss_mask": 0.6418123207986355, "loss_maskiou": 0.007074038454447873, "loss_sem_seg": 0.43953161034733057, "lr": 0.01, "mask_rcnn/accuracy": 0.607046485260771, "mask_rcnn/false_negative": 0.024177320953648218, "mask_rcnn/false_positive": 0.8791868439648876, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.8034319318830967, "total_loss": 2.406729650552734} {"data_time": 0.015637234784662724, "eta_seconds": 210022.7142919274, "iteration": 7139, "loss_fcos_cls": 0.39223724557086825, "loss_fcos_ctr": 0.6322412942536175, "loss_fcos_loc": 0.2767037311568856, "loss_mask": 0.647646114230156, "loss_maskiou": 0.006754052796168253, "loss_sem_seg": 0.47837156848981977, "lr": 0.01, "mask_rcnn/accuracy": 0.5988086018846314, "mask_rcnn/false_negative": 0.07190459328274747, "mask_rcnn/false_positive": 0.8053913814785394, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.5, "time": 0.8014592938125134, "total_loss": 2.4456670561194187} {"data_time": 0.013789970427751541, "eta_seconds": 210172.74164835643, "iteration": 7159, "loss_fcos_cls": 0.40580463595688343, "loss_fcos_ctr": 0.6299265194684267, "loss_fcos_loc": 0.26281421538442373, "loss_mask": 0.6482675559818745, "loss_maskiou": 0.006439163247705437, "loss_sem_seg": 0.46145367436110973, "lr": 0.01, "mask_rcnn/accuracy": 0.6046360226124169, "mask_rcnn/false_negative": 0.05578198818367752, "mask_rcnn/false_positive": 0.8403243791148963, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.8058989625424147, "total_loss": 2.437239774488262} {"data_time": 0.014902345836162567, "eta_seconds": 210174.69098581653, "iteration": 7179, "loss_fcos_cls": 0.4100659601390362, "loss_fcos_ctr": 0.6348756346851587, "loss_fcos_loc": 0.28139745828229934, "loss_mask": 0.6449885740876198, "loss_maskiou": 0.007090055325534195, "loss_sem_seg": 0.42545417649671435, "lr": 0.01, "mask_rcnn/accuracy": 0.5942834309649785, "mask_rcnn/false_negative": 0.11392794678464979, "mask_rcnn/false_positive": 0.7127444726169221, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.25, "time": 0.811205836944282, "total_loss": 2.4382269101479324} {"data_time": 0.014855348505079746, "eta_seconds": 210174.99334531743, "iteration": 7199, "loss_fcos_cls": 0.39555374160408974, "loss_fcos_ctr": 0.6327347587794065, "loss_fcos_loc": 0.2815594649873674, "loss_mask": 0.6494036316871643, "loss_maskiou": 0.006972919625695795, "loss_sem_seg": 0.41537022683769464, "lr": 0.01, "mask_rcnn/accuracy": 0.6319589060113842, "mask_rcnn/false_negative": 0.11049451601869735, "mask_rcnn/false_positive": 0.7354685025306567, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.5, "time": 0.8185476223006845, "total_loss": 2.3608645165950293} {"data_time": 0.01627397257834673, "eta_seconds": 210239.38706908654, "iteration": 7219, "loss_fcos_cls": 0.37134402245283127, "loss_fcos_ctr": 0.6333543481305242, "loss_fcos_loc": 0.2744896183721721, "loss_mask": 0.6455837599933147, "loss_maskiou": 0.006883626600028947, "loss_sem_seg": 0.40078367572277784, "lr": 0.01, "mask_rcnn/accuracy": 0.6438850540216086, "mask_rcnn/false_negative": 0.11577144190968014, "mask_rcnn/false_positive": 0.6993301018683604, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.8052200395613909, "total_loss": 2.3337099048221717} {"data_time": 0.016126747243106365, "eta_seconds": 210169.65701250918, "iteration": 7239, "loss_fcos_cls": 0.39139709202572703, "loss_fcos_ctr": 0.6331407059915364, "loss_fcos_loc": 0.2860162775032222, "loss_mask": 0.645078755915165, "loss_maskiou": 0.006756203467375599, "loss_sem_seg": 0.3926103967241943, "lr": 0.01, "mask_rcnn/accuracy": 0.6079031438964474, "mask_rcnn/false_negative": 0.0497893921261986, "mask_rcnn/false_positive": 0.8456299676712473, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.25, "time": 0.7674542954191566, "total_loss": 2.373667657171609} {"data_time": 0.017020861618220806, "eta_seconds": 210242.62923759967, "iteration": 7259, "loss_fcos_cls": 0.38975192583166063, "loss_fcos_ctr": 0.6351895132102072, "loss_fcos_loc": 0.28047209640499204, "loss_mask": 0.6511934213340282, "loss_maskiou": 0.007252067975059617, "loss_sem_seg": 0.44048938900232315, "lr": 0.01, "mask_rcnn/accuracy": 0.6254015218499578, "mask_rcnn/false_negative": 0.06652744751036892, "mask_rcnn/false_positive": 0.8400855391067823, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 41.75, "time": 0.8018257720395923, "total_loss": 2.4012381691500195} {"data_time": 0.016214072704315186, "eta_seconds": 210164.8941643536, "iteration": 7279, "loss_fcos_cls": 0.3761392589658499, "loss_fcos_ctr": 0.6361387381330132, "loss_fcos_loc": 0.2822027786169201, "loss_mask": 0.6494019888341427, "loss_maskiou": 0.006824267751653679, "loss_sem_seg": 0.4476584801450372, "lr": 0.01, "mask_rcnn/accuracy": 0.6085987384084068, "mask_rcnn/false_negative": 0.07488977946107597, "mask_rcnn/false_positive": 0.7675156103080127, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.5, "time": 0.8006398500874639, "total_loss": 2.3765965425773175} {"data_time": 0.01611495576798916, "eta_seconds": 210175.3826282574, "iteration": 7299, "loss_fcos_cls": 0.38672637566924095, "loss_fcos_ctr": 0.6339621553197503, "loss_fcos_loc": 0.2812812910415232, "loss_mask": 0.6496362909674644, "loss_maskiou": 0.006638127706537489, "loss_sem_seg": 0.39216273184865713, "lr": 0.01, "mask_rcnn/accuracy": 0.6053049921759337, "mask_rcnn/false_negative": 0.0493009725293693, "mask_rcnn/false_positive": 0.8129131264651639, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.5, "time": 0.8034853599965572, "total_loss": 2.336337139684474} {"data_time": 0.015394634567201138, "eta_seconds": 210387.09190049954, "iteration": 7319, "loss_fcos_cls": 0.3962174104526639, "loss_fcos_ctr": 0.6349650342017412, "loss_fcos_loc": 0.2786758345318958, "loss_mask": 0.6443756781518459, "loss_maskiou": 0.0068195072235539556, "loss_sem_seg": 0.432016390375793, "lr": 0.01, "mask_rcnn/accuracy": 0.6365903178268179, "mask_rcnn/false_negative": 0.02644661565483257, "mask_rcnn/false_positive": 0.8764922736281962, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.8192671798169613, "total_loss": 2.3944298670248827} {"data_time": 0.015328925102949142, "eta_seconds": 210224.3395657828, "iteration": 7339, "loss_fcos_cls": 0.3928712187334895, "loss_fcos_ctr": 0.6331312768161297, "loss_fcos_loc": 0.2736043588956818, "loss_mask": 0.6468469686806202, "loss_maskiou": 0.0071034096836228855, "loss_sem_seg": 0.39289889205247164, "lr": 0.01, "mask_rcnn/accuracy": 0.5932453854565445, "mask_rcnn/false_negative": 0.027679387497093574, "mask_rcnn/false_positive": 0.8781590351063906, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.784443779848516, "total_loss": 2.349384925706545} {"data_time": 0.015270172618329525, "eta_seconds": 210189.51739041042, "iteration": 7359, "loss_fcos_cls": 0.38114121253602207, "loss_fcos_ctr": 0.6357886623591185, "loss_fcos_loc": 0.28886234015226364, "loss_mask": 0.6506744585931301, "loss_maskiou": 0.006821696093538776, "loss_sem_seg": 0.38339606719091535, "lr": 0.01, "mask_rcnn/accuracy": 0.6163549722214468, "mask_rcnn/false_negative": 0.09064843105133263, "mask_rcnn/false_positive": 0.7589068023457056, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.75, "time": 0.7965013310313225, "total_loss": 2.3507969989877893} {"data_time": 0.01589531172066927, "eta_seconds": 210227.10889758077, "iteration": 7379, "loss_fcos_cls": 0.37462474568746984, "loss_fcos_ctr": 0.6362406266853213, "loss_fcos_loc": 0.28289477969519794, "loss_mask": 0.6466657221317291, "loss_maskiou": 0.007012961126747541, "loss_sem_seg": 0.4298671279102564, "lr": 0.01, "mask_rcnn/accuracy": 0.6011353201995083, "mask_rcnn/false_negative": 0.0777994855549681, "mask_rcnn/false_positive": 0.7476098282122898, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.8111036382615566, "total_loss": 2.3570071557041956} {"data_time": 0.015392384491860867, "eta_seconds": 210253.42776487768, "iteration": 7399, "loss_fcos_cls": 0.4043103982694447, "loss_fcos_ctr": 0.6350923893041909, "loss_fcos_loc": 0.2837122462224215, "loss_mask": 0.6498901210725307, "loss_maskiou": 0.008028312324313447, "loss_sem_seg": 0.4936937605962157, "lr": 0.01, "mask_rcnn/accuracy": 0.5794093159116224, "mask_rcnn/false_negative": 0.053255667467024405, "mask_rcnn/false_positive": 0.8527232532337932, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.8136501284316182, "total_loss": 2.478143953878316} {"data_time": 0.016366615891456604, "eta_seconds": 210141.49986442085, "iteration": 7419, "loss_fcos_cls": 0.39764073863625526, "loss_fcos_ctr": 0.6340451808646321, "loss_fcos_loc": 0.2826005683746189, "loss_mask": 0.6445033252239227, "loss_maskiou": 0.0075463401299202815, "loss_sem_seg": 0.4280266594141722, "lr": 0.01, "mask_rcnn/accuracy": 0.5936247640802215, "mask_rcnn/false_negative": 0.06293662005418098, "mask_rcnn/false_positive": 0.7595029954649164, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.7897833744063973, "total_loss": 2.4188999896869063} {"data_time": 0.016345269978046417, "eta_seconds": 210098.59510032088, "iteration": 7439, "loss_fcos_cls": 0.37975537846796215, "loss_fcos_ctr": 0.6304662134498358, "loss_fcos_loc": 0.26601324579678476, "loss_mask": 0.6465586572885513, "loss_maskiou": 0.0071800975856604055, "loss_sem_seg": 0.371671290602535, "lr": 0.01, "mask_rcnn/accuracy": 0.6070436507936507, "mask_rcnn/false_negative": 0.028285934555488012, "mask_rcnn/false_positive": 0.8786216828744982, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7974916258826852, "total_loss": 2.3146005743474234} {"data_time": 0.016654920764267445, "eta_seconds": 210020.90232148767, "iteration": 7459, "loss_fcos_cls": 0.36624163668602705, "loss_fcos_ctr": 0.6288594128564, "loss_fcos_loc": 0.2669118681224063, "loss_mask": 0.651531808078289, "loss_maskiou": 0.007301881087187212, "loss_sem_seg": 0.418104559648782, "lr": 0.01, "mask_rcnn/accuracy": 0.6176662498106008, "mask_rcnn/false_negative": 0.08276682109148911, "mask_rcnn/false_positive": 0.7100883357493974, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.5, "time": 0.7991369171068072, "total_loss": 2.3457754815608496} {"data_time": 0.015687311999499798, "eta_seconds": 210004.9032278359, "iteration": 7479, "loss_fcos_cls": 0.37911029579117894, "loss_fcos_ctr": 0.6349992109462619, "loss_fcos_loc": 0.2770721720298752, "loss_mask": 0.6493018418550491, "loss_maskiou": 0.006965140637475997, "loss_sem_seg": 0.4661746257916093, "lr": 0.01, "mask_rcnn/accuracy": 0.5675248419150858, "mask_rcnn/false_negative": 0.11303597487595242, "mask_rcnn/false_positive": 0.7831754687853512, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7980272062122822, "total_loss": 2.386792118457379} {"data_time": 0.016318196430802345, "eta_seconds": 210015.3715261845, "iteration": 7499, "loss_fcos_cls": 0.3819451071321964, "loss_fcos_ctr": 0.6348074693232775, "loss_fcos_loc": 0.2787296836031601, "loss_mask": 0.63900301232934, "loss_maskiou": 0.007135925377951935, "loss_sem_seg": 0.43317736126482487, "lr": 0.01, "mask_rcnn/accuracy": 0.5982665050031641, "mask_rcnn/false_negative": 0.06316451645023798, "mask_rcnn/false_positive": 0.7778939385015353, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 37.5, "time": 0.8012248454615474, "total_loss": 2.3662584318080917} {"data_time": 0.015815921127796173, "eta_seconds": 209905.61943362653, "iteration": 7519, "loss_fcos_cls": 0.36704641580581665, "loss_fcos_ctr": 0.6351632121950388, "loss_fcos_loc": 0.2696817731484771, "loss_mask": 0.6469259187579155, "loss_maskiou": 0.006622528635489289, "loss_sem_seg": 0.4192839628085494, "lr": 0.01, "mask_rcnn/accuracy": 0.5903885313205185, "mask_rcnn/false_negative": 0.15579975649030486, "mask_rcnn/false_positive": 0.6984682339180792, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7787055196240544, "total_loss": 2.3171873137325747} {"data_time": 0.0160389831289649, "eta_seconds": 209889.62546686828, "iteration": 7539, "loss_fcos_cls": 0.382827699650079, "loss_fcos_ctr": 0.6324618281796575, "loss_fcos_loc": 0.2690369279589504, "loss_mask": 0.6474414244294167, "loss_maskiou": 0.006803566619055346, "loss_sem_seg": 0.39922570856288075, "lr": 0.01, "mask_rcnn/accuracy": 0.6225826450981731, "mask_rcnn/false_negative": 0.047719886595854744, "mask_rcnn/false_positive": 0.8082897177581593, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7992213228717446, "total_loss": 2.3389411453536013} {"data_time": 0.01629714947193861, "eta_seconds": 209865.54446729366, "iteration": 7559, "loss_fcos_cls": 0.3840629640035331, "loss_fcos_ctr": 0.6343744527548552, "loss_fcos_loc": 0.2790186929050833, "loss_mask": 0.6497386209666729, "loss_maskiou": 0.006897642480907962, "loss_sem_seg": 0.4276378722861409, "lr": 0.01, "mask_rcnn/accuracy": 0.621902332361516, "mask_rcnn/false_negative": 0.04192484015466644, "mask_rcnn/false_positive": 0.8398474591831311, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7976375231519341, "total_loss": 2.3744734341526055} {"data_time": 0.01699955388903618, "eta_seconds": 209757.5653488459, "iteration": 7579, "loss_fcos_cls": 0.37509478023275733, "loss_fcos_ctr": 0.6378312418237329, "loss_fcos_loc": 0.2767562491353601, "loss_mask": 0.6475372202694416, "loss_maskiou": 0.00807696690026205, "loss_sem_seg": 0.43863479141145945, "lr": 0.01, "mask_rcnn/accuracy": 0.6017644507483315, "mask_rcnn/false_negative": 0.05576303370616775, "mask_rcnn/false_positive": 0.8587879163893934, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.5, "time": 0.784024178981781, "total_loss": 2.4007648068654817} {"data_time": 0.01635787356644869, "eta_seconds": 209820.909147623, "iteration": 7599, "loss_fcos_cls": 0.37150315451435745, "loss_fcos_ctr": 0.6332324990071356, "loss_fcos_loc": 0.27752736932598054, "loss_mask": 0.6450497061014175, "loss_maskiou": 0.006587801035493612, "loss_sem_seg": 0.41332348715513945, "lr": 0.01, "mask_rcnn/accuracy": 0.6440416742984392, "mask_rcnn/false_negative": 0.06155551537622339, "mask_rcnn/false_positive": 0.8038048683468915, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 35.0, "time": 0.8012730441987514, "total_loss": 2.3431126743089408} {"data_time": 0.016493364237248898, "eta_seconds": 209804.91676122602, "iteration": 7619, "loss_fcos_cls": 0.3715305421501398, "loss_fcos_ctr": 0.6320382189005613, "loss_fcos_loc": 0.2718061103951186, "loss_mask": 0.6442364528775215, "loss_maskiou": 0.006536486747791059, "loss_sem_seg": 0.40212491247802973, "lr": 0.01, "mask_rcnn/accuracy": 0.5951112804429131, "mask_rcnn/false_negative": 0.035980432582382774, "mask_rcnn/false_positive": 0.8316054538988074, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.8034617342054844, "total_loss": 2.349693335738266} {"data_time": 0.01676780730485916, "eta_seconds": 209540.71737268195, "iteration": 7639, "loss_fcos_cls": 0.37448229920119047, "loss_fcos_ctr": 0.637736844830215, "loss_fcos_loc": 0.28434088244102895, "loss_mask": 0.6527698338031769, "loss_maskiou": 0.007008513355685864, "loss_sem_seg": 0.4452740107662976, "lr": 0.01, "mask_rcnn/accuracy": 0.607235350280463, "mask_rcnn/false_negative": 0.1966922815330246, "mask_rcnn/false_positive": 0.7016277877881503, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7896009255200624, "total_loss": 2.387256974034244} {"data_time": 0.015909877605736256, "eta_seconds": 209462.8172777323, "iteration": 7659, "loss_fcos_cls": 0.3737217425368726, "loss_fcos_ctr": 0.6335206809453666, "loss_fcos_loc": 0.27910483395680785, "loss_mask": 0.6406095400452614, "loss_maskiou": 0.006829014513641596, "loss_sem_seg": 0.37214698921889067, "lr": 0.01, "mask_rcnn/accuracy": 0.6018626580186731, "mask_rcnn/false_negative": 0.02931095593796103, "mask_rcnn/false_positive": 0.8654725619282149, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.8207799503579736, "total_loss": 2.33475993956381} {"data_time": 0.015226521529257298, "eta_seconds": 209429.1207513837, "iteration": 7679, "loss_fcos_cls": 0.3729510933626443, "loss_fcos_ctr": 0.6333609074354172, "loss_fcos_loc": 0.26979222893714905, "loss_mask": 0.6464026719331741, "loss_maskiou": 0.006327178809442557, "loss_sem_seg": 0.42268279334530234, "lr": 0.01, "mask_rcnn/accuracy": 0.6215881044645297, "mask_rcnn/false_negative": 0.0478159314518217, "mask_rcnn/false_positive": 0.8238322183935904, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 41.25, "time": 0.7874881159514189, "total_loss": 2.3516432455762697} {"data_time": 0.016666059382259846, "eta_seconds": 209413.1533587044, "iteration": 7699, "loss_fcos_cls": 0.3735487456433475, "loss_fcos_ctr": 0.6355362134054303, "loss_fcos_loc": 0.27607099432498217, "loss_mask": 0.6476261019706726, "loss_maskiou": 0.006225711418665014, "loss_sem_seg": 0.3929277462884784, "lr": 0.01, "mask_rcnn/accuracy": 0.5946181517043724, "mask_rcnn/false_negative": 0.08411062266233657, "mask_rcnn/false_positive": 0.7725958293340556, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.75, "time": 0.7925041327252984, "total_loss": 2.3387206541228807} {"data_time": 0.016764248721301556, "eta_seconds": 209324.15807450283, "iteration": 7719, "loss_fcos_cls": 0.39067573891952634, "loss_fcos_ctr": 0.6328730299137533, "loss_fcos_loc": 0.2707726056687534, "loss_mask": 0.6493166498839855, "loss_maskiou": 0.007002671394729987, "loss_sem_seg": 0.4136113440617919, "lr": 0.01, "mask_rcnn/accuracy": 0.6017958319691513, "mask_rcnn/false_negative": 0.10861755945210277, "mask_rcnn/false_positive": 0.8125013501562997, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.75, "time": 0.7837497415021062, "total_loss": 2.3678046794302645} {"data_time": 0.015455850400030613, "eta_seconds": 209349.4817586532, "iteration": 7739, "loss_fcos_cls": 0.3937632068991661, "loss_fcos_ctr": 0.6359416535124183, "loss_fcos_loc": 0.28348969272337854, "loss_mask": 0.6477485932409763, "loss_maskiou": 0.007023400365142152, "loss_sem_seg": 0.42427404783666134, "lr": 0.01, "mask_rcnn/accuracy": 0.5976196221731935, "mask_rcnn/false_negative": 0.10652515920823695, "mask_rcnn/false_positive": 0.7714254749638199, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.0, "time": 0.7970285406336188, "total_loss": 2.367241450585425} {"data_time": 0.016997779719531536, "eta_seconds": 209317.7345813727, "iteration": 7759, "loss_fcos_cls": 0.3946087274234742, "loss_fcos_ctr": 0.6318947044201195, "loss_fcos_loc": 0.27822337206453085, "loss_mask": 0.6414872854948044, "loss_maskiou": 0.006625953537877649, "loss_sem_seg": 0.4517690474167466, "lr": 0.01, "mask_rcnn/accuracy": 0.6139806239524795, "mask_rcnn/false_negative": 0.057589866599856834, "mask_rcnn/false_positive": 0.8213980203916165, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 34.25, "time": 0.7993517089635134, "total_loss": 2.4273786179401213} {"data_time": 0.016369500197470188, "eta_seconds": 209236.61886851024, "iteration": 7779, "loss_fcos_cls": 0.382486118003726, "loss_fcos_ctr": 0.6351743484847248, "loss_fcos_loc": 0.2749026953242719, "loss_mask": 0.6469490453600883, "loss_maskiou": 0.006600062130019069, "loss_sem_seg": 0.3999740667641163, "lr": 0.01, "mask_rcnn/accuracy": 0.6250792242362784, "mask_rcnn/false_negative": 0.07513324149647094, "mask_rcnn/false_positive": 0.7852054634972158, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.7960744192823768, "total_loss": 2.3821996002516244} {"data_time": 0.017099951393902302, "eta_seconds": 209131.65756636485, "iteration": 7799, "loss_fcos_cls": 0.3791248849593103, "loss_fcos_ctr": 0.6331467069685459, "loss_fcos_loc": 0.26837818836793303, "loss_mask": 0.649082288146019, "loss_maskiou": 0.007080959469021764, "loss_sem_seg": 0.39265618193894625, "lr": 0.01, "mask_rcnn/accuracy": 0.6233798296206354, "mask_rcnn/false_negative": 0.1349228523282706, "mask_rcnn/false_positive": 0.7137359188412904, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7872624695301056, "total_loss": 2.353212849724514} {"data_time": 0.015624381601810455, "eta_seconds": 209104.44078236632, "iteration": 7819, "loss_fcos_cls": 0.3620894872583449, "loss_fcos_ctr": 0.6380967414006591, "loss_fcos_loc": 0.2779414923861623, "loss_mask": 0.6400765292346478, "loss_maskiou": 0.007357877722824924, "loss_sem_seg": 0.43315252801403403, "lr": 0.01, "mask_rcnn/accuracy": 0.6190381286443148, "mask_rcnn/false_negative": 0.07563901182048027, "mask_rcnn/false_positive": 0.8163307924836649, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.0, "time": 0.7959237368777394, "total_loss": 2.3619256721576676} {"data_time": 0.016700809821486473, "eta_seconds": 209142.15277879313, "iteration": 7839, "loss_fcos_cls": 0.370870582992211, "loss_fcos_ctr": 0.6309787938371301, "loss_fcos_loc": 0.27565346052870154, "loss_mask": 0.6489282734692097, "loss_maskiou": 0.006504029355710372, "loss_sem_seg": 0.414510237518698, "lr": 0.01, "mask_rcnn/accuracy": 0.5940525628856194, "mask_rcnn/false_negative": 0.02783604922172519, "mask_rcnn/false_positive": 0.8728944938469723, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.0, "time": 0.7930855602025986, "total_loss": 2.3324682888996904} {"data_time": 0.016117453575134277, "eta_seconds": 209100.72956326418, "iteration": 7859, "loss_fcos_cls": 0.36985621601343155, "loss_fcos_ctr": 0.6309409914538264, "loss_fcos_loc": 0.26675117178820074, "loss_mask": 0.648855235427618, "loss_maskiou": 0.00636161703732796, "loss_sem_seg": 0.3995448723435402, "lr": 0.01, "mask_rcnn/accuracy": 0.6169968869647686, "mask_rcnn/false_negative": 0.03181779139531912, "mask_rcnn/false_positive": 0.8623834825369026, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7953417981043458, "total_loss": 2.335490093653789} {"data_time": 0.01613873802125454, "eta_seconds": 209043.35460267216, "iteration": 7879, "loss_fcos_cls": 0.37609708961099386, "loss_fcos_ctr": 0.6354159573093057, "loss_fcos_loc": 0.27776267169974744, "loss_mask": 0.646891713142395, "loss_maskiou": 0.006835467560449615, "loss_sem_seg": 0.386041272431612, "lr": 0.01, "mask_rcnn/accuracy": 0.6042148832656629, "mask_rcnn/false_negative": 0.06941847670711317, "mask_rcnn/false_positive": 0.8367941088256966, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.25, "time": 0.7847141716629267, "total_loss": 2.326779619354056} {"data_time": 0.014892824925482273, "eta_seconds": 208979.1699426351, "iteration": 7899, "loss_fcos_cls": 0.38026757328771055, "loss_fcos_ctr": 0.6348297670483589, "loss_fcos_loc": 0.27669630153104663, "loss_mask": 0.647700697183609, "loss_maskiou": 0.006218911366886459, "loss_sem_seg": 0.38695695996284485, "lr": 0.01, "mask_rcnn/accuracy": 0.6112249461501953, "mask_rcnn/false_negative": 0.03378107270619508, "mask_rcnn/false_positive": 0.8176413152320554, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7947486629709601, "total_loss": 2.3268227204534924} {"data_time": 0.01700629200786352, "eta_seconds": 208963.22348154243, "iteration": 7919, "loss_fcos_cls": 0.3680291539058089, "loss_fcos_ctr": 0.6356219900771976, "loss_fcos_loc": 0.2762429607100785, "loss_mask": 0.6460263878107071, "loss_maskiou": 0.006294765575148631, "loss_sem_seg": 0.41131421364843845, "lr": 0.01, "mask_rcnn/accuracy": 0.5947550072660643, "mask_rcnn/false_negative": 0.04614933614603451, "mask_rcnn/false_positive": 0.8016373493443809, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7983664255589247, "total_loss": 2.3525273385021137} {"data_time": 0.018694553524255753, "eta_seconds": 208904.38093853462, "iteration": 7939, "loss_fcos_cls": 0.3818435934372246, "loss_fcos_ctr": 0.6351124979555607, "loss_fcos_loc": 0.27572608832269907, "loss_mask": 0.6443235538899899, "loss_maskiou": 0.007722836482571438, "loss_sem_seg": 0.4185330281034112, "lr": 0.01, "mask_rcnn/accuracy": 0.6184411462369758, "mask_rcnn/false_negative": 0.057061781587976104, "mask_rcnn/false_positive": 0.8102729820818619, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.75, "time": 0.7963403780013323, "total_loss": 2.3577333483990515} {"data_time": 0.015229322016239166, "eta_seconds": 208841.60581753962, "iteration": 7959, "loss_fcos_cls": 0.3652790377382189, "loss_fcos_ctr": 0.6291425456292927, "loss_fcos_loc": 0.26064758538268507, "loss_mask": 0.6413602456450462, "loss_maskiou": 0.006952422631002264, "loss_sem_seg": 0.38864302448928356, "lr": 0.01, "mask_rcnn/accuracy": 0.6000055760008922, "mask_rcnn/false_negative": 0.03447613871233167, "mask_rcnn/false_positive": 0.8348789100023793, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7961403103545308, "total_loss": 2.3110711114204605} {"data_time": 0.017972073517739773, "eta_seconds": 208741.05480050948, "iteration": 7979, "loss_fcos_cls": 0.3874699182342738, "loss_fcos_ctr": 0.6311902301385999, "loss_fcos_loc": 0.27089987928047776, "loss_mask": 0.6464006677269936, "loss_maskiou": 0.006982292019529268, "loss_sem_seg": 0.42686453741043806, "lr": 0.01, "mask_rcnn/accuracy": 0.6122518783632855, "mask_rcnn/false_negative": 0.0363919472843087, "mask_rcnn/false_positive": 0.8258397162724318, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.5, "time": 0.7785786353051662, "total_loss": 2.3650534867338138} {"data_time": 0.01667012833058834, "eta_seconds": 208809.7265916448, "iteration": 7999, "loss_fcos_cls": 0.3745922683738172, "loss_fcos_ctr": 0.634166281670332, "loss_fcos_loc": 0.2757699128706008, "loss_mask": 0.6485069580376148, "loss_maskiou": 0.0067735006305156276, "loss_sem_seg": 0.4688276890665293, "lr": 0.01, "mask_rcnn/accuracy": 0.621327307269512, "mask_rcnn/false_negative": 0.079782954382875, "mask_rcnn/false_positive": 0.7725954172949518, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.0, "time": 0.8077166257426143, "total_loss": 2.4093635046156123} {"data_time": 0.016933295875787735, "eta_seconds": 208873.83092675172, "iteration": 8019, "loss_fcos_cls": 0.3757032621651888, "loss_fcos_ctr": 0.634014833252877, "loss_fcos_loc": 0.27696952829137444, "loss_mask": 0.6479696668684483, "loss_maskiou": 0.007697176813962869, "loss_sem_seg": 0.4378358027897775, "lr": 0.01, "mask_rcnn/accuracy": 0.5942534908700322, "mask_rcnn/false_negative": 0.06643224842156863, "mask_rcnn/false_positive": 0.809146643892642, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.25, "time": 0.8027643067762256, "total_loss": 2.3734833943890408} {"data_time": 0.016625914722681046, "eta_seconds": 208891.91318977065, "iteration": 8039, "loss_fcos_cls": 0.37596932682208717, "loss_fcos_ctr": 0.6316196345724165, "loss_fcos_loc": 0.2675841227173805, "loss_mask": 0.6481270864605904, "loss_maskiou": 0.006145973347884137, "loss_sem_seg": 0.4084461685270071, "lr": 0.01, "mask_rcnn/accuracy": 0.5977128136454138, "mask_rcnn/false_negative": 0.054832487878666104, "mask_rcnn/false_positive": 0.8395008417338075, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.8042003335431218, "total_loss": 2.3363614853005856} {"data_time": 0.015180295333266258, "eta_seconds": 208908.33382576704, "iteration": 8059, "loss_fcos_cls": 0.3728980664163828, "loss_fcos_ctr": 0.6341215930879116, "loss_fcos_loc": 0.2738936650566757, "loss_mask": 0.6478107757866383, "loss_maskiou": 0.006669365087873302, "loss_sem_seg": 0.4351604748517275, "lr": 0.01, "mask_rcnn/accuracy": 0.62127176998619, "mask_rcnn/false_negative": 0.01916846652040215, "mask_rcnn/false_positive": 0.8689347835413791, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.25, "time": 0.7965945852920413, "total_loss": 2.380701132075046} {"data_time": 0.014821656048297882, "eta_seconds": 208865.97363298293, "iteration": 8079, "loss_fcos_cls": 0.3640531711280346, "loss_fcos_ctr": 0.6356038609519601, "loss_fcos_loc": 0.2694822330959141, "loss_mask": 0.6428065150976181, "loss_maskiou": 0.00678684952436015, "loss_sem_seg": 0.4304943485185504, "lr": 0.01, "mask_rcnn/accuracy": 0.6321386030387282, "mask_rcnn/false_negative": 0.05111256672047163, "mask_rcnn/false_positive": 0.7727114909217618, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.0, "time": 0.7946339240297675, "total_loss": 2.3413256769854343} {"data_time": 0.01614191010594368, "eta_seconds": 208938.29183661565, "iteration": 8099, "loss_fcos_cls": 0.38223358895629644, "loss_fcos_ctr": 0.6317966226488352, "loss_fcos_loc": 0.27394950669258833, "loss_mask": 0.6472096741199493, "loss_maskiou": 0.006440190889406949, "loss_sem_seg": 0.4359878129325807, "lr": 0.01, "mask_rcnn/accuracy": 0.6164698428072528, "mask_rcnn/false_negative": 0.04986645625508421, "mask_rcnn/false_positive": 0.8178759884610924, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.8015508782118559, "total_loss": 2.38124855683418} {"data_time": 0.015680521726608276, "eta_seconds": 208860.4814466834, "iteration": 8119, "loss_fcos_cls": 0.37362076225690544, "loss_fcos_ctr": 0.6342078782618046, "loss_fcos_loc": 0.2750235490966588, "loss_mask": 0.6466114111244678, "loss_maskiou": 0.006455777838709764, "loss_sem_seg": 0.4026436908170581, "lr": 0.01, "mask_rcnn/accuracy": 0.5785940344447638, "mask_rcnn/false_negative": 0.03873302366452057, "mask_rcnn/false_positive": 0.8681381816302048, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.5, "time": 0.7884566085413098, "total_loss": 2.342656527282088} {"data_time": 0.016114412806928158, "eta_seconds": 208818.1273036776, "iteration": 8139, "loss_fcos_cls": 0.3584151053801179, "loss_fcos_ctr": 0.633373374119401, "loss_fcos_loc": 0.27630113810300827, "loss_mask": 0.6442748382687569, "loss_maskiou": 0.006474526904639788, "loss_sem_seg": 0.45704245707020164, "lr": 0.01, "mask_rcnn/accuracy": 0.6092427888643142, "mask_rcnn/false_negative": 0.03630748938036321, "mask_rcnn/false_positive": 0.8456736902905324, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 36.5, "time": 0.8019371749833226, "total_loss": 2.369098121242132} {"data_time": 0.014950186014175415, "eta_seconds": 208762.2108614426, "iteration": 8159, "loss_fcos_cls": 0.38686809805221856, "loss_fcos_ctr": 0.6362728057429194, "loss_fcos_loc": 0.2781636859290302, "loss_mask": 0.6489266939461231, "loss_maskiou": 0.0069958379899617285, "loss_sem_seg": 0.41659943107515574, "lr": 0.01, "mask_rcnn/accuracy": 0.5916003901560624, "mask_rcnn/false_negative": 0.026406782918556942, "mask_rcnn/false_positive": 0.8737851630342086, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 33.25, "time": 0.7952032452449203, "total_loss": 2.387239390882314} {"data_time": 0.015743104740977287, "eta_seconds": 208711.87567821238, "iteration": 8179, "loss_fcos_cls": 0.39173957938328385, "loss_fcos_ctr": 0.6324308961629868, "loss_fcos_loc": 0.2796433817129582, "loss_mask": 0.6409794427454472, "loss_maskiou": 0.006866100258775987, "loss_sem_seg": 0.42569824936799705, "lr": 0.01, "mask_rcnn/accuracy": 0.6202657554499073, "mask_rcnn/false_negative": 0.01872688726747758, "mask_rcnn/false_positive": 0.8777783230141698, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7982394322752953, "total_loss": 2.401950041356031} {"data_time": 0.014626698568463326, "eta_seconds": 208550.23552787304, "iteration": 8199, "loss_fcos_cls": 0.36447084322571754, "loss_fcos_ctr": 0.632705248426646, "loss_fcos_loc": 0.27850393136031926, "loss_mask": 0.6439412832260132, "loss_maskiou": 0.006743991914845537, "loss_sem_seg": 0.3911769862752408, "lr": 0.01, "mask_rcnn/accuracy": 0.576081284786642, "mask_rcnn/false_negative": 0.09076318911339834, "mask_rcnn/false_positive": 0.75295616845548, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 28.25, "time": 0.7799711395055056, "total_loss": 2.331008190411012} {"data_time": 0.017266389913856983, "eta_seconds": 208436.50850553438, "iteration": 8219, "loss_fcos_cls": 0.398787519428879, "loss_fcos_ctr": 0.6302037769928575, "loss_fcos_loc": 0.26500908145681024, "loss_mask": 0.6460349708795547, "loss_maskiou": 0.0061768148734699935, "loss_sem_seg": 0.47071958892047405, "lr": 0.01, "mask_rcnn/accuracy": 0.5962297482190685, "mask_rcnn/false_negative": 0.1036387265264957, "mask_rcnn/false_positive": 0.7588286827677396, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.75, "time": 0.7842027312144637, "total_loss": 2.412250006724207} {"data_time": 0.01867920532822609, "eta_seconds": 208499.08292327635, "iteration": 8239, "loss_fcos_cls": 0.3757029972039163, "loss_fcos_ctr": 0.6325745433568954, "loss_fcos_loc": 0.2804032203857787, "loss_mask": 0.6515683345496655, "loss_maskiou": 0.006802766914915992, "loss_sem_seg": 0.4226790345273912, "lr": 0.01, "mask_rcnn/accuracy": 0.6078246028278794, "mask_rcnn/false_negative": 0.08121393465114185, "mask_rcnn/false_positive": 0.7294855769538997, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7996525419875979, "total_loss": 2.415386257787759} {"data_time": 0.014929414726793766, "eta_seconds": 208428.04075243045, "iteration": 8259, "loss_fcos_cls": 0.3671329745557159, "loss_fcos_ctr": 0.630465691909194, "loss_fcos_loc": 0.26108213420957327, "loss_mask": 0.6486258804798126, "loss_maskiou": 0.005957058623607736, "loss_sem_seg": 0.450926061719656, "lr": 0.01, "mask_rcnn/accuracy": 0.6134559481216458, "mask_rcnn/false_negative": 0.031254063106870685, "mask_rcnn/false_positive": 0.865505299359189, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.5, "time": 0.7890338255092502, "total_loss": 2.3677402321700356} {"data_time": 0.01573013700544834, "eta_seconds": 208444.96689172648, "iteration": 8279, "loss_fcos_cls": 0.3794805579818785, "loss_fcos_ctr": 0.6325594317167997, "loss_fcos_loc": 0.2715703484136611, "loss_mask": 0.6411098875105381, "loss_maskiou": 0.006716639167279936, "loss_sem_seg": 0.4085745485499501, "lr": 0.01, "mask_rcnn/accuracy": 0.6167435174280831, "mask_rcnn/false_negative": 0.09423326602992435, "mask_rcnn/false_positive": 0.6983726898483966, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.75, "time": 0.8014606302604079, "total_loss": 2.3567442701896653} {"data_time": 0.01658685877919197, "eta_seconds": 208396.18818966765, "iteration": 8299, "loss_fcos_cls": 0.38068411126732826, "loss_fcos_ctr": 0.6324175456538796, "loss_fcos_loc": 0.26291655097156763, "loss_mask": 0.6466655693948269, "loss_maskiou": 0.006750319982529618, "loss_sem_seg": 0.38516737148165703, "lr": 0.01, "mask_rcnn/accuracy": 0.6240906084656084, "mask_rcnn/false_negative": 0.07649997699463211, "mask_rcnn/false_positive": 0.7995204847639144, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.75, "time": 0.8062089337036014, "total_loss": 2.3340457441227045} {"data_time": 0.01589609496295452, "eta_seconds": 208203.4490161892, "iteration": 8319, "loss_fcos_cls": 0.37504284642636776, "loss_fcos_ctr": 0.6307001896202564, "loss_fcos_loc": 0.2699383079307154, "loss_mask": 0.6485111974179745, "loss_maskiou": 0.007301626174012199, "loss_sem_seg": 0.4187137605622411, "lr": 0.01, "mask_rcnn/accuracy": 0.6042342718337335, "mask_rcnn/false_negative": 0.04658718732425856, "mask_rcnn/false_positive": 0.8274396767720567, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7914455300197005, "total_loss": 2.3553350157744717} {"data_time": 0.01585293561220169, "eta_seconds": 208261.3984413743, "iteration": 8339, "loss_fcos_cls": 0.3707764307036996, "loss_fcos_ctr": 0.6321167750284076, "loss_fcos_loc": 0.26887258258648217, "loss_mask": 0.6481479816138744, "loss_maskiou": 0.006503302851342596, "loss_sem_seg": 0.4191333157941699, "lr": 0.01, "mask_rcnn/accuracy": 0.6080644990915621, "mask_rcnn/false_negative": 0.05004448867021865, "mask_rcnn/false_positive": 0.8201063683975492, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.25, "time": 0.7962707243859768, "total_loss": 2.3619828595838044} {"data_time": 0.017657573334872723, "eta_seconds": 208219.47606503498, "iteration": 8359, "loss_fcos_cls": 0.3868904076516628, "loss_fcos_ctr": 0.6310429838486016, "loss_fcos_loc": 0.2753376313485205, "loss_mask": 0.6453890390694141, "loss_maskiou": 0.0069004780816612765, "loss_sem_seg": 0.3974901493638754, "lr": 0.01, "mask_rcnn/accuracy": 0.6058129434569527, "mask_rcnn/false_negative": 0.030881026379959868, "mask_rcnn/false_positive": 0.8740902572841764, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 36.0, "time": 0.7939822198823094, "total_loss": 2.319161350475042} {"data_time": 0.01610078662633896, "eta_seconds": 208155.71071290784, "iteration": 8379, "loss_fcos_cls": 0.37277887808158994, "loss_fcos_ctr": 0.6326977824792266, "loss_fcos_loc": 0.26659647515043616, "loss_mask": 0.6446462720632553, "loss_maskiou": 0.005918468043091707, "loss_sem_seg": 0.3853905340656638, "lr": 0.01, "mask_rcnn/accuracy": 0.6384236787420136, "mask_rcnn/false_negative": 0.025144900659073745, "mask_rcnn/false_positive": 0.8622694663192381, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.7979926075786352, "total_loss": 2.3192653292499017} {"data_time": 0.016555940732359886, "eta_seconds": 208040.87632167153, "iteration": 8399, "loss_fcos_cls": 0.3938524052500725, "loss_fcos_ctr": 0.6314996182918549, "loss_fcos_loc": 0.26444122078828514, "loss_mask": 0.6421402096748352, "loss_maskiou": 0.007137346918170806, "loss_sem_seg": 0.43275570683181286, "lr": 0.01, "mask_rcnn/accuracy": 0.6014734725104731, "mask_rcnn/false_negative": 0.0343750542999455, "mask_rcnn/false_positive": 0.8758123741167863, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7871806742623448, "total_loss": 2.3669453560578404} {"data_time": 0.015824644826352596, "eta_seconds": 208123.88517738692, "iteration": 8419, "loss_fcos_cls": 0.3714279057458043, "loss_fcos_ctr": 0.6319414391182363, "loss_fcos_loc": 0.2794567917007953, "loss_mask": 0.6498545296490192, "loss_maskiou": 0.006385142987710424, "loss_sem_seg": 0.4197069210931659, "lr": 0.01, "mask_rcnn/accuracy": 0.6118112877905505, "mask_rcnn/false_negative": 0.08016824976160494, "mask_rcnn/false_positive": 0.7649785690035512, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 34.0, "time": 0.8136270297691226, "total_loss": 2.356837927538436} {"data_time": 0.016224338673055172, "eta_seconds": 208131.1051745871, "iteration": 8439, "loss_fcos_cls": 0.3841238575987518, "loss_fcos_ctr": 0.6325296321883798, "loss_fcos_loc": 0.2737275252584368, "loss_mask": 0.6456733494997025, "loss_maskiou": 0.006930401956196874, "loss_sem_seg": 0.4031535563990474, "lr": 0.01, "mask_rcnn/accuracy": 0.6010877524149885, "mask_rcnn/false_negative": 0.05287834925280556, "mask_rcnn/false_positive": 0.7866650995049265, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.25, "time": 0.81252252869308, "total_loss": 2.347698302619392} {"data_time": 0.015859490260481834, "eta_seconds": 208143.37273264024, "iteration": 8459, "loss_fcos_cls": 0.38915427634492517, "loss_fcos_ctr": 0.6321743270382285, "loss_fcos_loc": 0.281573373824358, "loss_mask": 0.6468277499079704, "loss_maskiou": 0.007157175314205233, "loss_sem_seg": 0.4430008064955473, "lr": 0.01, "mask_rcnn/accuracy": 0.6059292889650032, "mask_rcnn/false_negative": 0.03922783259104303, "mask_rcnn/false_positive": 0.8222159912484741, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.75, "time": 0.8054456477984786, "total_loss": 2.3912569334643194} {"data_time": 0.019384879618883133, "eta_seconds": 208123.97751118522, "iteration": 8479, "loss_fcos_cls": 0.36928542563691735, "loss_fcos_ctr": 0.6320317136123776, "loss_fcos_loc": 0.27240817341953516, "loss_mask": 0.648895476013422, "loss_maskiou": 0.006674839693005197, "loss_sem_seg": 0.4396837162785232, "lr": 0.01, "mask_rcnn/accuracy": 0.6067972456917079, "mask_rcnn/false_negative": 0.029294063655527065, "mask_rcnn/false_positive": 0.8555838599791714, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7883074712008238, "total_loss": 2.373099649659707} {"data_time": 0.01616816595196724, "eta_seconds": 208060.2341063451, "iteration": 8499, "loss_fcos_cls": 0.38431036239489913, "loss_fcos_ctr": 0.6319013619795442, "loss_fcos_loc": 0.2732113266829401, "loss_mask": 0.6465479247272015, "loss_maskiou": 0.006607838906347752, "loss_sem_seg": 0.36449656868353486, "lr": 0.01, "mask_rcnn/accuracy": 0.6239014868696924, "mask_rcnn/false_negative": 0.08507786136296014, "mask_rcnn/false_positive": 0.680447388129785, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.75, "time": 0.7899197740480304, "total_loss": 2.3061371957101073} {"data_time": 0.0161547577008605, "eta_seconds": 208092.14465990197, "iteration": 8519, "loss_fcos_cls": 0.3793292776681483, "loss_fcos_ctr": 0.6334871454164386, "loss_fcos_loc": 0.2677784003317356, "loss_mask": 0.6438736952841282, "loss_maskiou": 0.007033763235085644, "loss_sem_seg": 0.4246893976815045, "lr": 0.01, "mask_rcnn/accuracy": 0.6060705875756895, "mask_rcnn/false_negative": 0.035777814505522726, "mask_rcnn/false_positive": 0.8537427738030618, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.7975650262087584, "total_loss": 2.3485290690150578} {"data_time": 0.014654836617410183, "eta_seconds": 207957.3636886608, "iteration": 8539, "loss_fcos_cls": 0.38535940321162343, "loss_fcos_ctr": 0.6335929222404957, "loss_fcos_loc": 0.2622675187885761, "loss_mask": 0.6492013409733772, "loss_maskiou": 0.00741596645093523, "loss_sem_seg": 0.4297349308617413, "lr": 0.01, "mask_rcnn/accuracy": 0.5852550841765278, "mask_rcnn/false_negative": 0.09765657621639132, "mask_rcnn/false_positive": 0.738951239517754, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7619300540536642, "total_loss": 2.3278022662125295} {"data_time": 0.017890489660203457, "eta_seconds": 207937.5408585118, "iteration": 8559, "loss_fcos_cls": 0.38688920135609806, "loss_fcos_ctr": 0.6359215388074517, "loss_fcos_loc": 0.2783572793996427, "loss_mask": 0.647436860948801, "loss_maskiou": 0.00623104817350395, "loss_sem_seg": 0.4150632251985371, "lr": 0.01, "mask_rcnn/accuracy": 0.6281006547818191, "mask_rcnn/false_negative": 0.042158852617802334, "mask_rcnn/false_positive": 0.8342643261913026, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.5, "time": 0.7886183680966496, "total_loss": 2.357345767202787} {"data_time": 0.016542939469218254, "eta_seconds": 207930.77334291488, "iteration": 8579, "loss_fcos_cls": 0.38898501731455326, "loss_fcos_ctr": 0.6326986579224467, "loss_fcos_loc": 0.26740720635280013, "loss_mask": 0.6463560163974762, "loss_maskiou": 0.006537443085107952, "loss_sem_seg": 0.4492265833541751, "lr": 0.01, "mask_rcnn/accuracy": 0.6272786830297629, "mask_rcnn/false_negative": 0.022956763173186855, "mask_rcnn/false_positive": 0.8685929527706391, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.75, "time": 0.7962234485894442, "total_loss": 2.4015780968984473} {"data_time": 0.015911509282886982, "eta_seconds": 207909.64168873988, "iteration": 8599, "loss_fcos_cls": 0.3939015711657703, "loss_fcos_ctr": 0.6321738082915545, "loss_fcos_loc": 0.27435012394562364, "loss_mask": 0.6444194503128529, "loss_maskiou": 0.006896529986988753, "loss_sem_seg": 0.4639330990612507, "lr": 0.01, "mask_rcnn/accuracy": 0.6494433737903886, "mask_rcnn/false_negative": 0.06099791379274882, "mask_rcnn/false_positive": 0.8307952724195625, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 36.0, "time": 0.7903380552306771, "total_loss": 2.429982992092846} {"data_time": 0.01525062508881092, "eta_seconds": 207879.4486643644, "iteration": 8619, "loss_fcos_cls": 0.3693421594798565, "loss_fcos_ctr": 0.63289331831038, "loss_fcos_loc": 0.2760539292357862, "loss_mask": 0.6457685381174088, "loss_maskiou": 0.0063050048192963, "loss_sem_seg": 0.4013752182945609, "lr": 0.01, "mask_rcnn/accuracy": 0.61905273996905, "mask_rcnn/false_negative": 0.033141975031925175, "mask_rcnn/false_positive": 0.8181890266621186, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.75, "time": 0.7943422822281718, "total_loss": 2.349192201916594} {"data_time": 0.016339460387825966, "eta_seconds": 207822.2683702074, "iteration": 8639, "loss_fcos_cls": 0.4020785726606846, "loss_fcos_ctr": 0.6379060905892402, "loss_fcos_loc": 0.2844398171873763, "loss_mask": 0.6442604139447212, "loss_maskiou": 0.006889754731673747, "loss_sem_seg": 0.43473419500514865, "lr": 0.01, "mask_rcnn/accuracy": 0.6592329571085729, "mask_rcnn/false_negative": 0.04477810883643006, "mask_rcnn/false_positive": 0.8276187736554661, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 38.5, "time": 0.7857282338663936, "total_loss": 2.3849531147279777} {"data_time": 0.015246559865772724, "eta_seconds": 207824.87409180868, "iteration": 8659, "loss_fcos_cls": 0.39432994090020657, "loss_fcos_ctr": 0.6318500963971019, "loss_fcos_loc": 0.2633670362411067, "loss_mask": 0.6469835825264454, "loss_maskiou": 0.006395258766133338, "loss_sem_seg": 0.4458108590915799, "lr": 0.01, "mask_rcnn/accuracy": 0.6067799781121939, "mask_rcnn/false_negative": 0.03475184770395832, "mask_rcnn/false_positive": 0.8732251436581455, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.819904257543385, "total_loss": 2.403670156490989} {"data_time": 0.01561720296740532, "eta_seconds": 207842.0986558618, "iteration": 8679, "loss_fcos_cls": 0.364437029697001, "loss_fcos_ctr": 0.6318815648555756, "loss_fcos_loc": 0.2612409016583115, "loss_mask": 0.6446950994431973, "loss_maskiou": 0.0061073933757143095, "loss_sem_seg": 0.3932296158745885, "lr": 0.01, "mask_rcnn/accuracy": 0.6007281037414967, "mask_rcnn/false_negative": 0.02429133179430741, "mask_rcnn/false_positive": 0.8921487703896447, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.75, "time": 0.804522686637938, "total_loss": 2.3297587423585355} {"data_time": 0.015603714622557163, "eta_seconds": 207835.3269449547, "iteration": 8699, "loss_fcos_cls": 0.3938425751402974, "loss_fcos_ctr": 0.6319027980789542, "loss_fcos_loc": 0.2755450566764921, "loss_mask": 0.6468935161828995, "loss_maskiou": 0.006519228170418501, "loss_sem_seg": 0.4295155848376453, "lr": 0.01, "mask_rcnn/accuracy": 0.5988287083125934, "mask_rcnn/false_negative": 0.03657433406427841, "mask_rcnn/false_positive": 0.847622746414677, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.75, "time": 0.7987175714224577, "total_loss": 2.3729788693090086} {"data_time": 0.017837442457675934, "eta_seconds": 208014.30115996394, "iteration": 8719, "loss_fcos_cls": 0.38188360212370753, "loss_fcos_ctr": 0.6335818758234382, "loss_fcos_loc": 0.2640213642735034, "loss_mask": 0.6447090059518814, "loss_maskiou": 0.00664375489577651, "loss_sem_seg": 0.44454342126846313, "lr": 0.01, "mask_rcnn/accuracy": 0.601553307821563, "mask_rcnn/false_negative": 0.061326546318756794, "mask_rcnn/false_positive": 0.7700373339979194, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.25, "time": 0.8093066066503525, "total_loss": 2.357370562851429} {"data_time": 0.014808503910899162, "eta_seconds": 207932.1268384913, "iteration": 8739, "loss_fcos_cls": 0.3685321006923914, "loss_fcos_ctr": 0.6344920368865132, "loss_fcos_loc": 0.2714645438827574, "loss_mask": 0.6430585868656635, "loss_maskiou": 0.0070002622524043545, "loss_sem_seg": 0.42392133362591267, "lr": 0.01, "mask_rcnn/accuracy": 0.6615274652619895, "mask_rcnn/false_negative": 0.02527200026471243, "mask_rcnn/false_positive": 0.8796394360228174, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.7910963408648968, "total_loss": 2.3476007365097757} {"data_time": 0.015428893268108368, "eta_seconds": 207902.14483742975, "iteration": 8759, "loss_fcos_cls": 0.38257139665074646, "loss_fcos_ctr": 0.633558502420783, "loss_fcos_loc": 0.28205499064642936, "loss_mask": 0.6461116373538971, "loss_maskiou": 0.006318121682852507, "loss_sem_seg": 0.44303317507728934, "lr": 0.01, "mask_rcnn/accuracy": 0.5982863891740982, "mask_rcnn/false_negative": 0.0248413385365521, "mask_rcnn/false_positive": 0.8554999404177628, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7982808193191886, "total_loss": 2.4022860010372824} {"data_time": 0.015263074077665806, "eta_seconds": 207886.2283354383, "iteration": 8779, "loss_fcos_cls": 0.36980524007230997, "loss_fcos_ctr": 0.6296095428988338, "loss_fcos_loc": 0.266091341356514, "loss_mask": 0.6474632583558559, "loss_maskiou": 0.006430535126128234, "loss_sem_seg": 0.4016186064109206, "lr": 0.01, "mask_rcnn/accuracy": 0.6152029945823456, "mask_rcnn/false_negative": 0.02123942734558106, "mask_rcnn/false_positive": 0.8825476879293904, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.25, "time": 0.8022360661998391, "total_loss": 2.330646631846321} {"data_time": 0.015617609024047852, "eta_seconds": 208079.69798765704, "iteration": 8799, "loss_fcos_cls": 0.36445037880912423, "loss_fcos_ctr": 0.6353634502738714, "loss_fcos_loc": 0.28242990002036095, "loss_mask": 0.6513771563768387, "loss_maskiou": 0.006564077448274475, "loss_sem_seg": 0.3684285953640938, "lr": 0.01, "mask_rcnn/accuracy": 0.6059769969563196, "mask_rcnn/false_negative": 0.026710810414424007, "mask_rcnn/false_positive": 0.87405951493415, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.8121121264994144, "total_loss": 2.330994566073059} {"data_time": 0.01583912968635559, "eta_seconds": 208037.0986395385, "iteration": 8819, "loss_fcos_cls": 0.3731243321672082, "loss_fcos_ctr": 0.6307383412495255, "loss_fcos_loc": 0.26953535131178796, "loss_mask": 0.6454236507415771, "loss_maskiou": 0.006420156503736507, "loss_sem_seg": 0.44380168337374926, "lr": 0.01, "mask_rcnn/accuracy": 0.6161897997835497, "mask_rcnn/false_negative": 0.037749595880899156, "mask_rcnn/false_positive": 0.8699264231964438, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.25, "time": 0.7916100705042481, "total_loss": 2.374059578825836} {"data_time": 0.01773873809725046, "eta_seconds": 208147.12374245934, "iteration": 8839, "loss_fcos_cls": 0.36303047416731715, "loss_fcos_ctr": 0.6333500007167459, "loss_fcos_loc": 0.27121310378424823, "loss_mask": 0.6457510329782963, "loss_maskiou": 0.007208611481473781, "loss_sem_seg": 0.39452986093237996, "lr": 0.01, "mask_rcnn/accuracy": 0.623651730037253, "mask_rcnn/false_negative": 0.037013694650010275, "mask_rcnn/false_positive": 0.8266669827290385, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.0, "time": 0.8020046586170793, "total_loss": 2.3170476963859983} {"data_time": 0.01606268435716629, "eta_seconds": 208150.37089516874, "iteration": 8859, "loss_fcos_cls": 0.3602607094217092, "loss_fcos_ctr": 0.6299178032204509, "loss_fcos_loc": 0.25885669072158635, "loss_mask": 0.6436681300401688, "loss_maskiou": 0.0071045676959329285, "loss_sem_seg": 0.4253572719171643, "lr": 0.01, "mask_rcnn/accuracy": 0.6265618324624536, "mask_rcnn/false_negative": 0.02585033473105681, "mask_rcnn/false_positive": 0.8522717401230755, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.8061399441212416, "total_loss": 2.3624503171013203} {"data_time": 0.01659572124481201, "eta_seconds": 208171.36636514403, "iteration": 8879, "loss_fcos_cls": 0.37792032631114125, "loss_fcos_ctr": 0.6351801883429289, "loss_fcos_loc": 0.2733024877961725, "loss_mask": 0.6482422538101673, "loss_maskiou": 0.006987593980738893, "loss_sem_seg": 0.4000113010406494, "lr": 0.01, "mask_rcnn/accuracy": 0.6200920263575813, "mask_rcnn/false_negative": 0.03065449422917769, "mask_rcnn/false_positive": 0.8593832216150412, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 41.5, "time": 0.8048570845276117, "total_loss": 2.3523434305971023} {"data_time": 0.016115160658955574, "eta_seconds": 208139.0471536694, "iteration": 8899, "loss_fcos_cls": 0.36027644434943795, "loss_fcos_ctr": 0.6268704496324062, "loss_fcos_loc": 0.259044447215274, "loss_mask": 0.6455474607646465, "loss_maskiou": 0.006388026929926127, "loss_sem_seg": 0.3906107568182051, "lr": 0.01, "mask_rcnn/accuracy": 0.5850068895181677, "mask_rcnn/false_negative": 0.02979945219527519, "mask_rcnn/false_positive": 0.8695699264976162, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 31.5, "time": 0.7896136669442058, "total_loss": 2.295020498277154} {"data_time": 0.015792938880622387, "eta_seconds": 208123.1039709812, "iteration": 8919, "loss_fcos_cls": 0.39426043536514044, "loss_fcos_ctr": 0.6305621154606342, "loss_fcos_loc": 0.2679671684745699, "loss_mask": 0.6454835869371891, "loss_maskiou": 0.005692820452168235, "loss_sem_seg": 0.4213374489918351, "lr": 0.01, "mask_rcnn/accuracy": 0.5668949710165756, "mask_rcnn/false_negative": 0.18735071191807995, "mask_rcnn/false_positive": 0.740274164570166, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.0, "time": 0.7963418243452907, "total_loss": 2.3480160170365707} {"data_time": 0.015912069007754326, "eta_seconds": 208138.0774537502, "iteration": 8939, "loss_fcos_cls": 0.37700339406728745, "loss_fcos_ctr": 0.6318546440452337, "loss_fcos_loc": 0.26624384010210633, "loss_mask": 0.6449878290295601, "loss_maskiou": 0.006857283980934881, "loss_sem_seg": 0.39923078939318657, "lr": 0.01, "mask_rcnn/accuracy": 0.627120874945723, "mask_rcnn/false_negative": 0.032050484785969544, "mask_rcnn/false_positive": 0.8536394002714504, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.0, "time": 0.8000913979485631, "total_loss": 2.331491444740095} {"data_time": 0.016741206869482994, "eta_seconds": 208130.2426509792, "iteration": 8959, "loss_fcos_cls": 0.36744448030367494, "loss_fcos_ctr": 0.6293802727013826, "loss_fcos_loc": 0.2616840929258615, "loss_mask": 0.6376679018139839, "loss_maskiou": 0.007118984402040951, "loss_sem_seg": 0.4208721248432994, "lr": 0.01, "mask_rcnn/accuracy": 0.6376947738554881, "mask_rcnn/false_negative": 0.08843145958650343, "mask_rcnn/false_positive": 0.7323982729885277, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.0, "time": 0.7976324316114187, "total_loss": 2.3435338957351632} {"data_time": 0.01595973689109087, "eta_seconds": 208217.41338166315, "iteration": 8979, "loss_fcos_cls": 0.379439749289304, "loss_fcos_ctr": 0.6338731031864882, "loss_fcos_loc": 0.27949056774377823, "loss_mask": 0.6454119384288788, "loss_maskiou": 0.006654037075350061, "loss_sem_seg": 0.400717549957335, "lr": 0.01, "mask_rcnn/accuracy": 0.616430568439497, "mask_rcnn/false_negative": 0.029081723934243325, "mask_rcnn/false_positive": 0.8699756884731444, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.8133139973506331, "total_loss": 2.337445451194071} {"data_time": 0.01632212195545435, "eta_seconds": 208185.5562956864, "iteration": 8999, "loss_fcos_cls": 0.3790928442031145, "loss_fcos_ctr": 0.6332810870371759, "loss_fcos_loc": 0.2689276225864887, "loss_mask": 0.6480905674397945, "loss_maskiou": 0.007194111007265747, "loss_sem_seg": 0.4186740191653371, "lr": 0.01, "mask_rcnn/accuracy": 0.6178395073568275, "mask_rcnn/false_negative": 0.057086409033862404, "mask_rcnn/false_positive": 0.8280676818141857, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.75, "time": 0.7989914249628782, "total_loss": 2.364480797536089} {"data_time": 0.015456958673894405, "eta_seconds": 208107.8116623666, "iteration": 9019, "loss_fcos_cls": 0.37573606008663774, "loss_fcos_ctr": 0.633981604129076, "loss_fcos_loc": 0.27685232169460505, "loss_mask": 0.6463867239654064, "loss_maskiou": 0.005974994302960113, "loss_sem_seg": 0.40280682872980833, "lr": 0.01, "mask_rcnn/accuracy": 0.5789467229199372, "mask_rcnn/false_negative": 0.12285781420224964, "mask_rcnn/false_positive": 0.7178339964772876, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7833831878378987, "total_loss": 2.3623997203685576} {"data_time": 0.019272053614258766, "eta_seconds": 208065.39174888097, "iteration": 9039, "loss_fcos_cls": 0.36247176164761186, "loss_fcos_ctr": 0.6304921125993133, "loss_fcos_loc": 0.2667804383672774, "loss_mask": 0.6436598040163517, "loss_maskiou": 0.006459764088504016, "loss_sem_seg": 0.4488146146759391, "lr": 0.01, "mask_rcnn/accuracy": 0.5877865338734316, "mask_rcnn/false_negative": 0.05469189216199083, "mask_rcnn/false_positive": 0.7550356463724412, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.25, "time": 0.802574785426259, "total_loss": 2.356262681860244} {"data_time": 0.016632734797894955, "eta_seconds": 208049.44565795176, "iteration": 9059, "loss_fcos_cls": 0.3629778581671417, "loss_fcos_ctr": 0.6297392193228006, "loss_fcos_loc": 0.25992550142109394, "loss_mask": 0.6493586786091328, "loss_maskiou": 0.0063075397338252515, "loss_sem_seg": 0.4123049434274435, "lr": 0.01, "mask_rcnn/accuracy": 0.6198979591836735, "mask_rcnn/false_negative": 0.036608910222289834, "mask_rcnn/false_positive": 0.829049311304956, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.8008979391306639, "total_loss": 2.333771861391142} {"data_time": 0.016435399651527405, "eta_seconds": 208033.49956702255, "iteration": 9079, "loss_fcos_cls": 0.37262281216681004, "loss_fcos_ctr": 0.6298812357708812, "loss_fcos_loc": 0.2664040932431817, "loss_mask": 0.6445407010614872, "loss_maskiou": 0.006514314416563138, "loss_sem_seg": 0.38084238255396485, "lr": 0.01, "mask_rcnn/accuracy": 0.6011331615979726, "mask_rcnn/false_negative": 0.02340543740403319, "mask_rcnn/false_positive": 0.8689750315448816, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.7916981326416135, "total_loss": 2.321562151249964} {"data_time": 0.016293439082801342, "eta_seconds": 207995.97755842097, "iteration": 9099, "loss_fcos_cls": 0.36684886179864407, "loss_fcos_ctr": 0.632081831805408, "loss_fcos_loc": 0.26387650868855417, "loss_mask": 0.6434642374515533, "loss_maskiou": 0.006628377945162356, "loss_sem_seg": 0.4450369365513325, "lr": 0.01, "mask_rcnn/accuracy": 0.6235872597479741, "mask_rcnn/false_negative": 0.05718135971902752, "mask_rcnn/false_positive": 0.7990590645917388, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.0, "time": 0.8041981337592006, "total_loss": 2.353030516693252} {"data_time": 0.016795317642390728, "eta_seconds": 207943.12999300193, "iteration": 9119, "loss_fcos_cls": 0.3759227963164449, "loss_fcos_ctr": 0.6312423553317785, "loss_fcos_loc": 0.26990585098974407, "loss_mask": 0.6491016633808613, "loss_maskiou": 0.006238836940610781, "loss_sem_seg": 0.399437079904601, "lr": 0.01, "mask_rcnn/accuracy": 0.6330934159378037, "mask_rcnn/false_negative": 0.04469505972445536, "mask_rcnn/false_positive": 0.8251132385200737, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.75, "time": 0.7866304190829396, "total_loss": 2.3188392959273187} {"data_time": 0.018341459333896637, "eta_seconds": 207979.21667263936, "iteration": 9139, "loss_fcos_cls": 0.37188701517879963, "loss_fcos_ctr": 0.6343576945364475, "loss_fcos_loc": 0.27134409872815013, "loss_mask": 0.6472935602068901, "loss_maskiou": 0.00669799062598031, "loss_sem_seg": 0.3863453734666109, "lr": 0.01, "mask_rcnn/accuracy": 0.5917442481406182, "mask_rcnn/false_negative": 0.028217566045017586, "mask_rcnn/false_positive": 0.8529299034519069, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.8142811041325331, "total_loss": 2.311996689066291} {"data_time": 0.017369994893670082, "eta_seconds": 207948.1442474965, "iteration": 9159, "loss_fcos_cls": 0.376254640519619, "loss_fcos_ctr": 0.6354426136240363, "loss_fcos_loc": 0.2745946570066735, "loss_mask": 0.645669586956501, "loss_maskiou": 0.006175401562359184, "loss_sem_seg": 0.4384922021999955, "lr": 0.01, "mask_rcnn/accuracy": 0.5957080200501254, "mask_rcnn/false_negative": 0.03896829036069363, "mask_rcnn/false_positive": 0.8457941198315237, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 39.25, "time": 0.7803497845306993, "total_loss": 2.377218482164608} {"data_time": 0.016328658908605576, "eta_seconds": 207915.84259603452, "iteration": 9179, "loss_fcos_cls": 0.3884710166603327, "loss_fcos_ctr": 0.6331262858584523, "loss_fcos_loc": 0.28093839390203357, "loss_mask": 0.641865711659193, "loss_maskiou": 0.006335209953249432, "loss_sem_seg": 0.4347024457529187, "lr": 0.01, "mask_rcnn/accuracy": 0.6127686968204209, "mask_rcnn/false_negative": 0.039073229331279866, "mask_rcnn/false_positive": 0.8141546560241445, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.7830250719562173, "total_loss": 2.364665115943353} {"data_time": 0.018747789785265923, "eta_seconds": 208026.0277449945, "iteration": 9199, "loss_fcos_cls": 0.3676731060259044, "loss_fcos_ctr": 0.629571654368192, "loss_fcos_loc": 0.25915503641590476, "loss_mask": 0.646650668233633, "loss_maskiou": 0.0074007541697937995, "loss_sem_seg": 0.3967018462717533, "lr": 0.01, "mask_rcnn/accuracy": 0.5645657850404313, "mask_rcnn/false_negative": 0.05721759636701015, "mask_rcnn/false_positive": 0.8452125128203105, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.8104018867015839, "total_loss": 2.315027982011088} {"data_time": 0.015948212705552578, "eta_seconds": 208010.0748899253, "iteration": 9219, "loss_fcos_cls": 0.37347803357988596, "loss_fcos_ctr": 0.6334052700549364, "loss_fcos_loc": 0.27354173304047436, "loss_mask": 0.6496351957321167, "loss_maskiou": 0.007418538210913539, "loss_sem_seg": 0.4108374281786382, "lr": 0.01, "mask_rcnn/accuracy": 0.6169172401157663, "mask_rcnn/false_negative": 0.025766086653968796, "mask_rcnn/false_positive": 0.8555409916249785, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7948713917285204, "total_loss": 2.3615084488119464} {"data_time": 0.016278120689094067, "eta_seconds": 207994.12203485612, "iteration": 9239, "loss_fcos_cls": 0.392974138725549, "loss_fcos_ctr": 0.632139100227505, "loss_fcos_loc": 0.27532672230154276, "loss_mask": 0.6441656164824963, "loss_maskiou": 0.006679424361209385, "loss_sem_seg": 0.4274571854621172, "lr": 0.01, "mask_rcnn/accuracy": 0.6119086452993665, "mask_rcnn/false_negative": 0.1271547926848739, "mask_rcnn/false_positive": 0.7713111183876649, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.7957412516698241, "total_loss": 2.383140035410179} {"data_time": 0.016295946203172207, "eta_seconds": 207978.16917978693, "iteration": 9259, "loss_fcos_cls": 0.3722941167652607, "loss_fcos_ctr": 0.6325240032747388, "loss_fcos_loc": 0.26648171653505415, "loss_mask": 0.6464496664702892, "loss_maskiou": 0.006398394514690153, "loss_sem_seg": 0.46094342041760683, "lr": 0.01, "mask_rcnn/accuracy": 0.6218451854425981, "mask_rcnn/false_negative": 0.06745106147477642, "mask_rcnn/false_positive": 0.762535470771639, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7840407649055123, "total_loss": 2.364720424171537} {"data_time": 0.01623651012778282, "eta_seconds": 207962.21632471774, "iteration": 9279, "loss_fcos_cls": 0.3703873031772673, "loss_fcos_ctr": 0.6308791600167751, "loss_fcos_loc": 0.25863601407036185, "loss_mask": 0.6448527313768864, "loss_maskiou": 0.006352721306029707, "loss_sem_seg": 0.42959790444001555, "lr": 0.01, "mask_rcnn/accuracy": 0.6129321671260084, "mask_rcnn/false_negative": 0.09737140223863702, "mask_rcnn/false_positive": 0.7883245004265927, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.0, "time": 0.8020925205200911, "total_loss": 2.354759052861482} {"data_time": 0.014824645593762398, "eta_seconds": 207923.2308009835, "iteration": 9299, "loss_fcos_cls": 0.3778333330992609, "loss_fcos_ctr": 0.6323338723741472, "loss_fcos_loc": 0.2682351400144398, "loss_mask": 0.6459862142801285, "loss_maskiou": 0.006266610958846286, "loss_sem_seg": 0.4547815159894526, "lr": 0.01, "mask_rcnn/accuracy": 0.6051072784186138, "mask_rcnn/false_negative": 0.13687272111093096, "mask_rcnn/false_positive": 0.6482940489783989, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.5, "time": 0.8034787522628903, "total_loss": 2.3779263230680954} {"data_time": 0.016279716975986958, "eta_seconds": 207880.1601852253, "iteration": 9319, "loss_fcos_cls": 0.3697735872119665, "loss_fcos_ctr": 0.6335377446375787, "loss_fcos_loc": 0.27638948522508144, "loss_mask": 0.654843159019947, "loss_maskiou": 0.005778299389930908, "loss_sem_seg": 0.4154400583356619, "lr": 0.01, "mask_rcnn/accuracy": 0.5779597844572611, "mask_rcnn/false_negative": 0.07828609675062702, "mask_rcnn/false_positive": 0.8217498959630789, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 36.25, "time": 0.7871511317789555, "total_loss": 2.364449685155705} {"data_time": 0.017010143026709557, "eta_seconds": 207864.21117780358, "iteration": 9339, "loss_fcos_cls": 0.3562990250065923, "loss_fcos_ctr": 0.6328276246786118, "loss_fcos_loc": 0.27138806669972837, "loss_mask": 0.6442999243736267, "loss_maskiou": 0.0070422378776129335, "loss_sem_seg": 0.37729110568761826, "lr": 0.01, "mask_rcnn/accuracy": 0.6233674544255905, "mask_rcnn/false_negative": 0.061274944445933024, "mask_rcnn/false_positive": 0.7138832417192245, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.75, "time": 0.7947855209931731, "total_loss": 2.3256340144434944} {"data_time": 0.01658819243311882, "eta_seconds": 207875.377536715, "iteration": 9359, "loss_fcos_cls": 0.3727672160603106, "loss_fcos_ctr": 0.6327019957825541, "loss_fcos_loc": 0.27175640407949686, "loss_mask": 0.644126158207655, "loss_maskiou": 0.006671039693173952, "loss_sem_seg": 0.4577403701841831, "lr": 0.01, "mask_rcnn/accuracy": 0.6057951204364642, "mask_rcnn/false_negative": 0.058781576590528656, "mask_rcnn/false_positive": 0.8261306212305819, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.25, "time": 0.7947720168158412, "total_loss": 2.3975050858425675} {"data_time": 0.01487030927091837, "eta_seconds": 207808.75575782824, "iteration": 9379, "loss_fcos_cls": 0.35887799342162907, "loss_fcos_ctr": 0.6344978590495884, "loss_fcos_loc": 0.2763487044721842, "loss_mask": 0.6476008519530296, "loss_maskiou": 0.006383268686477095, "loss_sem_seg": 0.38069328805431724, "lr": 0.01, "mask_rcnn/accuracy": 0.6286807170394395, "mask_rcnn/false_negative": 0.03662642278998439, "mask_rcnn/false_positive": 0.8523102001230498, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 36.5, "time": 0.7919937819242477, "total_loss": 2.268988949203049} {"data_time": 0.01581762172281742, "eta_seconds": 207816.36415553838, "iteration": 9399, "loss_fcos_cls": 0.3731367867439985, "loss_fcos_ctr": 0.6321922512724996, "loss_fcos_loc": 0.2702048399951309, "loss_mask": 0.6465604119002819, "loss_maskiou": 0.006838638277258724, "loss_sem_seg": 0.4074520864523947, "lr": 0.01, "mask_rcnn/accuracy": 0.6181961108619272, "mask_rcnn/false_negative": 0.05091896952358882, "mask_rcnn/false_positive": 0.8586215555973084, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.5, "time": 0.7875027898699045, "total_loss": 2.3344407821496134} {"data_time": 0.017063059844076633, "eta_seconds": 207827.52427244652, "iteration": 9419, "loss_fcos_cls": 0.3641512072645128, "loss_fcos_ctr": 0.6336870165541768, "loss_fcos_loc": 0.2683394181076437, "loss_mask": 0.6466902568936348, "loss_maskiou": 0.006765912854461931, "loss_sem_seg": 0.389222854282707, "lr": 0.01, "mask_rcnn/accuracy": 0.6106351210517877, "mask_rcnn/false_negative": 0.02543530478365801, "mask_rcnn/false_positive": 0.8769242206284291, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.822939776815474, "total_loss": 2.3144102225342067} {"data_time": 0.015975777059793472, "eta_seconds": 207765.7053631777, "iteration": 9439, "loss_fcos_cls": 0.3588900244794786, "loss_fcos_ctr": 0.6321208509616554, "loss_fcos_loc": 0.2694593198830262, "loss_mask": 0.6508879438042641, "loss_maskiou": 0.0069048211589688435, "loss_sem_seg": 0.4126767301931977, "lr": 0.01, "mask_rcnn/accuracy": 0.6094726854798933, "mask_rcnn/false_negative": 0.05838406479776563, "mask_rcnn/false_positive": 0.8766524849611346, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 40.0, "time": 0.799302407540381, "total_loss": 2.321990680269664} {"data_time": 0.01588273886591196, "eta_seconds": 207725.68010568246, "iteration": 9459, "loss_fcos_cls": 0.3535441067069769, "loss_fcos_ctr": 0.6333762062713504, "loss_fcos_loc": 0.27051985752768815, "loss_mask": 0.6443042121827602, "loss_maskiou": 0.006207961316249566, "loss_sem_seg": 0.40959784109145403, "lr": 0.01, "mask_rcnn/accuracy": 0.6154667600122756, "mask_rcnn/false_negative": 0.0336909371743859, "mask_rcnn/false_positive": 0.8033935389167359, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7839693482965231, "total_loss": 2.324877284176182} {"data_time": 0.01522961724549532, "eta_seconds": 207694.62611586507, "iteration": 9479, "loss_fcos_cls": 0.3832018873654306, "loss_fcos_ctr": 0.6300916036125273, "loss_fcos_loc": 0.2750086155720055, "loss_mask": 0.647167507559061, "loss_maskiou": 0.0065149150614161044, "loss_sem_seg": 0.40614791540428996, "lr": 0.01, "mask_rcnn/accuracy": 0.6320473841710597, "mask_rcnn/false_negative": 0.08902429241019494, "mask_rcnn/false_positive": 0.7386722128303891, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 26.0, "time": 0.7891434310004115, "total_loss": 2.347820941839018} {"data_time": 0.015574855729937553, "eta_seconds": 207678.6815566076, "iteration": 9499, "loss_fcos_cls": 0.380770206451416, "loss_fcos_ctr": 0.6324889324605465, "loss_fcos_loc": 0.27290844544768333, "loss_mask": 0.6454794704914093, "loss_maskiou": 0.00770058436319232, "loss_sem_seg": 0.4138680836185813, "lr": 0.01, "mask_rcnn/accuracy": 0.6317737534574269, "mask_rcnn/false_negative": 0.09334481757313245, "mask_rcnn/false_positive": 0.776488964557386, "roi_head/num_bg_samples": 79.75, "roi_head/num_fg_samples": 28.0, "time": 0.7942375913262367, "total_loss": 2.351920379558578} {"data_time": 0.014953769743442535, "eta_seconds": 207526.65607756097, "iteration": 9519, "loss_fcos_cls": 0.35694306809455156, "loss_fcos_ctr": 0.6295794257894158, "loss_fcos_loc": 0.26134416088461876, "loss_mask": 0.64895348995924, "loss_maskiou": 0.006098182697314769, "loss_sem_seg": 0.3898410154506564, "lr": 0.01, "mask_rcnn/accuracy": 0.6119002065111759, "mask_rcnn/false_negative": 0.053173759350624974, "mask_rcnn/false_positive": 0.8116656205953636, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.0, "time": 0.7801295081153512, "total_loss": 2.293336066577467} {"data_time": 0.015998192131519318, "eta_seconds": 207668.39746353496, "iteration": 9539, "loss_fcos_cls": 0.3759084661724046, "loss_fcos_ctr": 0.6339816441759467, "loss_fcos_loc": 0.2641731600742787, "loss_mask": 0.6445111446082592, "loss_maskiou": 0.0064696599438320845, "loss_sem_seg": 0.384842062368989, "lr": 0.01, "mask_rcnn/accuracy": 0.6153965050839099, "mask_rcnn/false_negative": 0.03737710383875896, "mask_rcnn/false_positive": 0.8606005875007899, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.8061333484947681, "total_loss": 2.3132460634951713} {"data_time": 0.014540611766278744, "eta_seconds": 207645.95151014253, "iteration": 9559, "loss_fcos_cls": 0.362214969471097, "loss_fcos_ctr": 0.6339235417544842, "loss_fcos_loc": 0.2760205874219537, "loss_mask": 0.6471008062362671, "loss_maskiou": 0.006935052020708099, "loss_sem_seg": 0.41642300970852375, "lr": 0.01, "mask_rcnn/accuracy": 0.6086698019851216, "mask_rcnn/false_negative": 0.052489002727254375, "mask_rcnn/false_positive": 0.8291162658915114, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.0, "time": 0.7941888924688101, "total_loss": 2.321010982763255} {"data_time": 0.016868656501173973, "eta_seconds": 207630.00579103455, "iteration": 9579, "loss_fcos_cls": 0.3742812005802989, "loss_fcos_ctr": 0.6322323121130466, "loss_fcos_loc": 0.26836037379689515, "loss_mask": 0.6454377137124538, "loss_maskiou": 0.00646758553921245, "loss_sem_seg": 0.420013212133199, "lr": 0.01, "mask_rcnn/accuracy": 0.6053068954854669, "mask_rcnn/false_negative": 0.045341420763262016, "mask_rcnn/false_positive": 0.8504112039314312, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7951372414827347, "total_loss": 2.374113865545951} {"data_time": 0.016429580748081207, "eta_seconds": 207631.78032817692, "iteration": 9599, "loss_fcos_cls": 0.3527166601270437, "loss_fcos_ctr": 0.6334554217755795, "loss_fcos_loc": 0.27098516188561916, "loss_mask": 0.6475530005991459, "loss_maskiou": 0.006100545528170187, "loss_sem_seg": 0.4429963491857052, "lr": 0.01, "mask_rcnn/accuracy": 0.6251503196683845, "mask_rcnn/false_negative": 0.03962963865848382, "mask_rcnn/false_positive": 0.8500228424935276, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.25, "time": 0.8101947968825698, "total_loss": 2.3942584497563075} {"data_time": 0.016055084764957428, "eta_seconds": 207622.17725664843, "iteration": 9619, "loss_fcos_cls": 0.3724808725528419, "loss_fcos_ctr": 0.6328682275488973, "loss_fcos_loc": 0.27732330933213234, "loss_mask": 0.6450833864510059, "loss_maskiou": 0.006431028021324892, "loss_sem_seg": 0.4092722088098526, "lr": 0.01, "mask_rcnn/accuracy": 0.5671835312164533, "mask_rcnn/false_negative": 0.07053253541443955, "mask_rcnn/false_positive": 0.759250641569599, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.75, "time": 0.7975518787279725, "total_loss": 2.3523579643515404} {"data_time": 0.015939691103994846, "eta_seconds": 207652.06230346207, "iteration": 9639, "loss_fcos_cls": 0.3730793804861605, "loss_fcos_ctr": 0.6305713532492518, "loss_fcos_loc": 0.2686398469377309, "loss_mask": 0.6464022397994995, "loss_maskiou": 0.006527617388201179, "loss_sem_seg": 0.44223844539374113, "lr": 0.01, "mask_rcnn/accuracy": 0.6210664586780659, "mask_rcnn/false_negative": 0.022858916220430854, "mask_rcnn/false_positive": 0.8803725458893508, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.25, "time": 0.7898737266659737, "total_loss": 2.3796855184045853} {"data_time": 0.016990176402032375, "eta_seconds": 207583.9390878603, "iteration": 9659, "loss_fcos_cls": 0.38976525980979204, "loss_fcos_ctr": 0.6323359925299883, "loss_fcos_loc": 0.27322737185750157, "loss_mask": 0.646645899862051, "loss_maskiou": 0.00715117969957646, "loss_sem_seg": 0.4743877751752734, "lr": 0.01, "mask_rcnn/accuracy": 0.6176987553263064, "mask_rcnn/false_negative": 0.050394490910068854, "mask_rcnn/false_positive": 0.8560419995186448, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.0, "time": 0.7912543155252934, "total_loss": 2.4244618006050587} {"data_time": 0.016826657578349113, "eta_seconds": 207550.27719549462, "iteration": 9679, "loss_fcos_cls": 0.36065424606204033, "loss_fcos_ctr": 0.6332097793929279, "loss_fcos_loc": 0.2722051008604467, "loss_mask": 0.6463920176029205, "loss_maskiou": 0.007660279603442177, "loss_sem_seg": 0.42113697342574596, "lr": 0.01, "mask_rcnn/accuracy": 0.6062871206519262, "mask_rcnn/false_negative": 0.03715189569268057, "mask_rcnn/false_positive": 0.8746615419985536, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7928766524419188, "total_loss": 2.3424605270120082} {"data_time": 0.01665231678634882, "eta_seconds": 207534.33147638664, "iteration": 9699, "loss_fcos_cls": 0.3569063716568053, "loss_fcos_ctr": 0.6336265038698912, "loss_fcos_loc": 0.27668168884702027, "loss_mask": 0.6514780297875404, "loss_maskiou": 0.007095120046869852, "loss_sem_seg": 0.38253311160951853, "lr": 0.01, "mask_rcnn/accuracy": 0.581187110260771, "mask_rcnn/false_negative": 0.061219136739500676, "mask_rcnn/false_positive": 0.852532046938912, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.75, "time": 0.8049400579184294, "total_loss": 2.3117639935589978} {"data_time": 0.01674645021557808, "eta_seconds": 207284.90313530527, "iteration": 9719, "loss_fcos_cls": 0.3775188410654664, "loss_fcos_ctr": 0.6335353199392557, "loss_fcos_loc": 0.26379827386699617, "loss_mask": 0.6480556912720203, "loss_maskiou": 0.006958950268057151, "loss_sem_seg": 0.4146869480609894, "lr": 0.01, "mask_rcnn/accuracy": 0.5936570251636955, "mask_rcnn/false_negative": 0.06439437736349521, "mask_rcnn/false_positive": 0.7860898001962014, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 32.5, "time": 0.7993293041363358, "total_loss": 2.3788289585645543} {"data_time": 0.01601660717278719, "eta_seconds": 207501.4188619731, "iteration": 9739, "loss_fcos_cls": 0.36614075070247054, "loss_fcos_ctr": 0.6307919155806303, "loss_fcos_loc": 0.26059190300293267, "loss_mask": 0.6466190107166767, "loss_maskiou": 0.006863982474897057, "loss_sem_seg": 0.4354019360616803, "lr": 0.01, "mask_rcnn/accuracy": 0.6207487487595461, "mask_rcnn/false_negative": 0.06922468812587708, "mask_rcnn/false_positive": 0.8417954906904186, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.5, "time": 0.8018431970849633, "total_loss": 2.3425400512933265} {"data_time": 0.016744879074394703, "eta_seconds": 207465.29824016802, "iteration": 9759, "loss_fcos_cls": 0.3576382012106478, "loss_fcos_ctr": 0.6328637334518135, "loss_fcos_loc": 0.2644771549385041, "loss_mask": 0.6436564214527607, "loss_maskiou": 0.006120540740084834, "loss_sem_seg": 0.4123270893469453, "lr": 0.01, "mask_rcnn/accuracy": 0.6546747617946207, "mask_rcnn/false_negative": 0.028151019721150826, "mask_rcnn/false_positive": 0.8483962613699193, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 36.0, "time": 0.7927136505022645, "total_loss": 2.330804118893866} {"data_time": 0.017087445594370365, "eta_seconds": 207402.928673679, "iteration": 9779, "loss_fcos_cls": 0.374402527930215, "loss_fcos_ctr": 0.6319949775934219, "loss_fcos_loc": 0.2720076402183622, "loss_mask": 0.6478019319474697, "loss_maskiou": 0.00697286212380277, "loss_sem_seg": 0.4194965213537216, "lr": 0.01, "mask_rcnn/accuracy": 0.6209669237012987, "mask_rcnn/false_negative": 0.14297368889243145, "mask_rcnn/false_positive": 0.7344718465019093, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.75, "time": 0.797301022335887, "total_loss": 2.352567564579658} {"data_time": 0.01622752472758293, "eta_seconds": 207221.19202212058, "iteration": 9799, "loss_fcos_cls": 0.3715658322907984, "loss_fcos_ctr": 0.6321640466339886, "loss_fcos_loc": 0.27106661279685795, "loss_mask": 0.6395763903856277, "loss_maskiou": 0.006846658870927058, "loss_sem_seg": 0.39680135645903647, "lr": 0.01, "mask_rcnn/accuracy": 0.6191353948655145, "mask_rcnn/false_negative": 0.09004688635843694, "mask_rcnn/false_positive": 0.8030139014405038, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7837170362472534, "total_loss": 2.32550865074154} {"data_time": 0.016398947685956955, "eta_seconds": 207316.28114152886, "iteration": 9819, "loss_fcos_cls": 0.36203247937373817, "loss_fcos_ctr": 0.6337112728506327, "loss_fcos_loc": 0.27344185463152826, "loss_mask": 0.6488354802131653, "loss_maskiou": 0.006676907491055317, "loss_sem_seg": 0.4329749746248126, "lr": 0.01, "mask_rcnn/accuracy": 0.5913942896746327, "mask_rcnn/false_negative": 0.021063522226530112, "mask_rcnn/false_positive": 0.8828592434470214, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.25, "time": 0.796727997250855, "total_loss": 2.347360566011048} {"data_time": 0.017183116637170315, "eta_seconds": 207189.33646552823, "iteration": 9839, "loss_fcos_cls": 0.36620743246749043, "loss_fcos_ctr": 0.6296747950837016, "loss_fcos_loc": 0.26197366416454315, "loss_mask": 0.6456943266093731, "loss_maskiou": 0.0059370734852564055, "loss_sem_seg": 0.3837989242747426, "lr": 0.01, "mask_rcnn/accuracy": 0.6203726945323584, "mask_rcnn/false_negative": 0.047676073896696564, "mask_rcnn/false_positive": 0.8551471617720341, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.0, "time": 0.7997353551909328, "total_loss": 2.2919002872004057} {"data_time": 0.0161557849496603, "eta_seconds": 206975.03037317842, "iteration": 9859, "loss_fcos_cls": 0.3648711536079645, "loss_fcos_ctr": 0.6293106619268656, "loss_fcos_loc": 0.2596978461369872, "loss_mask": 0.6432006880640984, "loss_maskiou": 0.006826815661042929, "loss_sem_seg": 0.3799778213724494, "lr": 0.01, "mask_rcnn/accuracy": 0.6302014652014651, "mask_rcnn/false_negative": 0.04993638193661079, "mask_rcnn/false_positive": 0.7721226758963393, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7839206168428063, "total_loss": 2.279450790476403} {"data_time": 0.01613280549645424, "eta_seconds": 206951.7345933197, "iteration": 9879, "loss_fcos_cls": 0.37569690123200417, "loss_fcos_ctr": 0.63293581828475, "loss_fcos_loc": 0.2714862956199795, "loss_mask": 0.6474834680557251, "loss_maskiou": 0.006507510697701946, "loss_sem_seg": 0.40689343865960836, "lr": 0.01, "mask_rcnn/accuracy": 0.6138668430335097, "mask_rcnn/false_negative": 0.03069407394132661, "mask_rcnn/false_positive": 0.8831514194707777, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.25, "time": 0.7928322618827224, "total_loss": 2.331183977155888} {"data_time": 0.016229379922151566, "eta_seconds": 206965.06874666363, "iteration": 9899, "loss_fcos_cls": 0.37669366504997015, "loss_fcos_ctr": 0.6297645224258304, "loss_fcos_loc": 0.2547280427534133, "loss_mask": 0.6501001194119453, "loss_maskiou": 0.006225306176929735, "loss_sem_seg": 0.4112054696306586, "lr": 0.01, "mask_rcnn/accuracy": 0.6180929919137467, "mask_rcnn/false_negative": 0.024390662581013533, "mask_rcnn/false_positive": 0.881415633723742, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 40.75, "time": 0.7963571278378367, "total_loss": 2.3248967208783142} {"data_time": 0.017919805832207203, "eta_seconds": 207051.9553191401, "iteration": 9919, "loss_fcos_cls": 0.37100942246615887, "loss_fcos_ctr": 0.6312809684313834, "loss_fcos_loc": 0.2733235687483102, "loss_mask": 0.6482851020991802, "loss_maskiou": 0.006568878947291523, "loss_sem_seg": 0.4153463589027524, "lr": 0.01, "mask_rcnn/accuracy": 0.6143500082960013, "mask_rcnn/false_negative": 0.07714803644935639, "mask_rcnn/false_positive": 0.73854795674563, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.5, "time": 0.8015088019892573, "total_loss": 2.346847121443716} {"data_time": 0.0161098875105381, "eta_seconds": 206933.24033097178, "iteration": 9939, "loss_fcos_cls": 0.3794387048110366, "loss_fcos_ctr": 0.6329103768803179, "loss_fcos_loc": 0.265389934880659, "loss_mask": 0.6443557739257812, "loss_maskiou": 0.006945207540411502, "loss_sem_seg": 0.43616480473428965, "lr": 0.01, "mask_rcnn/accuracy": 0.6096612710504763, "mask_rcnn/false_negative": 0.029521891020331023, "mask_rcnn/false_positive": 0.8482849398735386, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.75, "time": 0.7999584972858429, "total_loss": 2.3858434711801237} {"data_time": 0.016065482050180435, "eta_seconds": 206888.08675724547, "iteration": 9959, "loss_fcos_cls": 0.3660281961783767, "loss_fcos_ctr": 0.6315161576494575, "loss_fcos_loc": 0.26409909478388727, "loss_mask": 0.6448470093309879, "loss_maskiou": 0.006703599960019346, "loss_sem_seg": 0.3852481748908758, "lr": 0.01, "mask_rcnn/accuracy": 0.5970887128470574, "mask_rcnn/false_negative": 0.041309958127356536, "mask_rcnn/false_positive": 0.8544489467148655, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7857457529753447, "total_loss": 2.3117449161654804} {"data_time": 0.016336816363036633, "eta_seconds": 206808.01117656287, "iteration": 9979, "loss_fcos_cls": 0.36232250882312655, "loss_fcos_ctr": 0.631479986011982, "loss_fcos_loc": 0.2658774348674342, "loss_mask": 0.6410527192056179, "loss_maskiou": 0.005936995061347261, "loss_sem_seg": 0.4497570674866438, "lr": 0.01, "mask_rcnn/accuracy": 0.6011049835298572, "mask_rcnn/false_negative": 0.07809564306151624, "mask_rcnn/false_positive": 0.7907335765846202, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.5, "time": 0.7868528626859188, "total_loss": 2.344366223900579} {"data_time": 0.01824609562754631, "eta_seconds": 206663.14751773607, "iteration": 9999, "loss_fcos_cls": 0.3649597764015198, "loss_fcos_ctr": 0.6315639801323414, "loss_fcos_loc": 0.27006957959383726, "loss_mask": 0.6519396156072617, "loss_maskiou": 0.0067923243914265186, "loss_sem_seg": 0.43987637385725975, "lr": 0.01, "mask_rcnn/accuracy": 0.6195507991208179, "mask_rcnn/false_negative": 0.02764825240828939, "mask_rcnn/false_positive": 0.8729231902274555, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.5, "time": 0.7930449787527323, "total_loss": 2.400182489262079} {"data_time": 0.015637737698853016, "eta_seconds": 206809.0858536847, "iteration": 10019, "loss_fcos_cls": 0.37769251223653555, "loss_fcos_ctr": 0.6323913242667913, "loss_fcos_loc": 0.269303236855194, "loss_mask": 0.6402147114276886, "loss_maskiou": 0.006369681781507097, "loss_sem_seg": 0.45099513744935393, "lr": 0.01, "mask_rcnn/accuracy": 0.6438804288838823, "mask_rcnn/false_negative": 0.11314701408549198, "mask_rcnn/false_positive": 0.8011371046531557, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.75, "time": 0.810753719881177, "total_loss": 2.381592100689886} {"data_time": 0.014957897365093231, "eta_seconds": 206668.73616766278, "iteration": 10039, "loss_fcos_cls": 0.36956676351837814, "loss_fcos_ctr": 0.6281469045206904, "loss_fcos_loc": 0.25801433611195534, "loss_mask": 0.6463723387569189, "loss_maskiou": 0.00665803269657772, "loss_sem_seg": 0.40347656048834324, "lr": 0.01, "mask_rcnn/accuracy": 0.6261820716658757, "mask_rcnn/false_negative": 0.023783397826475275, "mask_rcnn/false_positive": 0.8590809432742712, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.7887168927118182, "total_loss": 2.2944530292152194} {"data_time": 0.015204515308141708, "eta_seconds": 206652.83618757594, "iteration": 10059, "loss_fcos_cls": 0.36587881250306964, "loss_fcos_ctr": 0.6325719954911619, "loss_fcos_loc": 0.2781058142427355, "loss_mask": 0.6474698409438133, "loss_maskiou": 0.006317686493275687, "loss_sem_seg": 0.4183895578607917, "lr": 0.01, "mask_rcnn/accuracy": 0.5947477002164502, "mask_rcnn/false_negative": 0.05429575891374164, "mask_rcnn/false_positive": 0.8091399778020111, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 43.25, "time": 0.8093320690095425, "total_loss": 2.3294312870129943} {"data_time": 0.016284611076116562, "eta_seconds": 206753.800483766, "iteration": 10079, "loss_fcos_cls": 0.3722108048386872, "loss_fcos_ctr": 0.6299236873164773, "loss_fcos_loc": 0.2640896486118436, "loss_mask": 0.6439800746738911, "loss_maskiou": 0.00658591909086681, "loss_sem_seg": 0.40929898899048567, "lr": 0.01, "mask_rcnn/accuracy": 0.5662295929213522, "mask_rcnn/false_negative": 0.053792580748567576, "mask_rcnn/false_positive": 0.8148886881595949, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.8082409529015422, "total_loss": 2.296895663428586} {"data_time": 0.01522332988679409, "eta_seconds": 206655.59951129742, "iteration": 10099, "loss_fcos_cls": 0.3704009745270014, "loss_fcos_ctr": 0.6327950558625162, "loss_fcos_loc": 0.2717364502605051, "loss_mask": 0.6408339478075504, "loss_maskiou": 0.00707351193705108, "loss_sem_seg": 0.36762492498382926, "lr": 0.01, "mask_rcnn/accuracy": 0.6305105661770203, "mask_rcnn/false_negative": 0.08539578258313825, "mask_rcnn/false_positive": 0.7395826686595341, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7833690550178289, "total_loss": 2.293405647855252} {"data_time": 0.015164180658757687, "eta_seconds": 206556.49873939063, "iteration": 10119, "loss_fcos_cls": 0.3769698878750205, "loss_fcos_ctr": 0.6339857070706785, "loss_fcos_loc": 0.2635484591592103, "loss_mask": 0.6453916877508163, "loss_maskiou": 0.006655442775809206, "loss_sem_seg": 0.406274295412004, "lr": 0.01, "mask_rcnn/accuracy": 0.5887876702405099, "mask_rcnn/false_negative": 0.07171028662230519, "mask_rcnn/false_positive": 0.8015727030788184, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.75, "time": 0.7871945537626743, "total_loss": 2.328948871443572} {"data_time": 0.014647548086941242, "eta_seconds": 206421.83634807076, "iteration": 10139, "loss_fcos_cls": 0.35649959347210824, "loss_fcos_ctr": 0.6304187243804336, "loss_fcos_loc": 0.2544434987939894, "loss_mask": 0.6446637324988842, "loss_maskiou": 0.006980418780585751, "loss_sem_seg": 0.40198970306664705, "lr": 0.01, "mask_rcnn/accuracy": 0.574311020123828, "mask_rcnn/false_negative": 0.08248641412760091, "mask_rcnn/false_positive": 0.8071933973792955, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.75, "time": 0.7918597320094705, "total_loss": 2.322934615847771} {"data_time": 0.016193801537156105, "eta_seconds": 206470.27971839532, "iteration": 10159, "loss_fcos_cls": 0.3663770416751504, "loss_fcos_ctr": 0.6294560940004885, "loss_fcos_loc": 0.2661192489322275, "loss_mask": 0.6460654065012932, "loss_maskiou": 0.006848764649475925, "loss_sem_seg": 0.40692161256447434, "lr": 0.01, "mask_rcnn/accuracy": 0.5989795918367347, "mask_rcnn/false_negative": 0.03294363304016554, "mask_rcnn/false_positive": 0.8764121104348522, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7975199772045016, "total_loss": 2.3261972171021625} {"data_time": 0.01693849451839924, "eta_seconds": 206526.2965079695, "iteration": 10179, "loss_fcos_cls": 0.36862174957059324, "loss_fcos_ctr": 0.6324665644206107, "loss_fcos_loc": 0.265301332809031, "loss_mask": 0.6404515169560909, "loss_maskiou": 0.006460282911575632, "loss_sem_seg": 0.434304173104465, "lr": 0.01, "mask_rcnn/accuracy": 0.6163870597500084, "mask_rcnn/false_negative": 0.06854993554835871, "mask_rcnn/false_positive": 0.7783771729248363, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7991363983601332, "total_loss": 2.3412470478215255} {"data_time": 0.01639222353696823, "eta_seconds": 206374.17505922448, "iteration": 10199, "loss_fcos_cls": 0.3679460799321532, "loss_fcos_ctr": 0.6324634468182921, "loss_fcos_loc": 0.2717153006233275, "loss_mask": 0.6452922150492668, "loss_maskiou": 0.0064454620514879934, "loss_sem_seg": 0.40192597871646285, "lr": 0.01, "mask_rcnn/accuracy": 0.6230811679510514, "mask_rcnn/false_negative": 0.06307970199834767, "mask_rcnn/false_positive": 0.7642360683398546, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 31.25, "time": 0.7831138567999005, "total_loss": 2.328408076733467} {"data_time": 0.015316391363739967, "eta_seconds": 206422.6035749726, "iteration": 10219, "loss_fcos_cls": 0.35862482339143753, "loss_fcos_ctr": 0.6330637284554541, "loss_fcos_loc": 0.2671801340766251, "loss_mask": 0.6476098746061325, "loss_maskiou": 0.00671619619242847, "loss_sem_seg": 0.3700761520303786, "lr": 0.01, "mask_rcnn/accuracy": 0.6307236050342175, "mask_rcnn/false_negative": 0.030214513556300962, "mask_rcnn/false_positive": 0.873266168942246, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.5, "time": 0.806369673460722, "total_loss": 2.2859366444681655} {"data_time": 0.016507194377481937, "eta_seconds": 206343.2250924725, "iteration": 10239, "loss_fcos_cls": 0.36303480877541006, "loss_fcos_ctr": 0.6308188154362142, "loss_fcos_loc": 0.26207904308103025, "loss_mask": 0.6487646400928497, "loss_maskiou": 0.005971426755422726, "loss_sem_seg": 0.45658155903220177, "lr": 0.01, "mask_rcnn/accuracy": 0.631951225466263, "mask_rcnn/false_negative": 0.0706877524523137, "mask_rcnn/false_positive": 0.7765098930448787, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.0, "time": 0.7916249493137002, "total_loss": 2.3604343235638225} {"data_time": 0.01571472082287073, "eta_seconds": 206352.2391503239, "iteration": 10259, "loss_fcos_cls": 0.36260308302007616, "loss_fcos_ctr": 0.6309758955612779, "loss_fcos_loc": 0.2623189575970173, "loss_mask": 0.6447309106588364, "loss_maskiou": 0.006231541468878277, "loss_sem_seg": 0.41718287486582994, "lr": 0.01, "mask_rcnn/accuracy": 0.6293077197095054, "mask_rcnn/false_negative": 0.042297794686050216, "mask_rcnn/false_positive": 0.8230793590811563, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7934924773871899, "total_loss": 2.3478647717420245} {"data_time": 0.014583084732294083, "eta_seconds": 206310.6266740961, "iteration": 10279, "loss_fcos_cls": 0.37176102213561535, "loss_fcos_ctr": 0.6311564687639475, "loss_fcos_loc": 0.26258590002544224, "loss_mask": 0.6489433795213699, "loss_maskiou": 0.007376553054200485, "loss_sem_seg": 0.4100467097014189, "lr": 0.01, "mask_rcnn/accuracy": 0.6311294735285419, "mask_rcnn/false_negative": 0.08022330154238094, "mask_rcnn/false_positive": 0.8210005722267115, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7998769087716937, "total_loss": 2.3534224829054438} {"data_time": 0.01598308887332678, "eta_seconds": 206294.739577814, "iteration": 10299, "loss_fcos_cls": 0.3553332039155066, "loss_fcos_ctr": 0.6318058967590332, "loss_fcos_loc": 0.2664638003334403, "loss_mask": 0.6423348225653172, "loss_maskiou": 0.0063712485280120745, "loss_sem_seg": 0.4165030624717474, "lr": 0.01, "mask_rcnn/accuracy": 0.5659558354591836, "mask_rcnn/false_negative": 0.032508109680370295, "mask_rcnn/false_positive": 0.8569551783397125, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.25, "time": 0.7915402268990874, "total_loss": 2.2964851491487934} {"data_time": 0.01675967127084732, "eta_seconds": 206330.45460290648, "iteration": 10319, "loss_fcos_cls": 0.366391456220299, "loss_fcos_ctr": 0.6318206302821636, "loss_fcos_loc": 0.2609554468654096, "loss_mask": 0.6368450112640858, "loss_maskiou": 0.006028085597790778, "loss_sem_seg": 0.4109945157542825, "lr": 0.01, "mask_rcnn/accuracy": 0.6251159554730983, "mask_rcnn/false_negative": 0.029869627734130516, "mask_rcnn/false_positive": 0.8685494098364629, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 28.25, "time": 0.8022412993013859, "total_loss": 2.3190203674166696} {"data_time": 0.01530467625707388, "eta_seconds": 206314.5635323543, "iteration": 10339, "loss_fcos_cls": 0.36494414252229035, "loss_fcos_ctr": 0.6353338807821274, "loss_fcos_loc": 0.26694270898588, "loss_mask": 0.6446899510920048, "loss_maskiou": 0.006057282036636025, "loss_sem_seg": 0.39621675107628107, "lr": 0.01, "mask_rcnn/accuracy": 0.65361113982833, "mask_rcnn/false_negative": 0.04086307890498588, "mask_rcnn/false_positive": 0.776184019802393, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.75, "time": 0.7894542450085282, "total_loss": 2.3331426709337393} {"data_time": 0.01614393386989832, "eta_seconds": 206300.6021018084, "iteration": 10359, "loss_fcos_cls": 0.36577597772702575, "loss_fcos_ctr": 0.6310843396931887, "loss_fcos_loc": 0.2640513645019382, "loss_mask": 0.6509427428245544, "loss_maskiou": 0.00660913267347496, "loss_sem_seg": 0.39873322867788374, "lr": 0.01, "mask_rcnn/accuracy": 0.6103146424261713, "mask_rcnn/false_negative": 0.03186784665554235, "mask_rcnn/false_positive": 0.8701463839245323, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.75, "time": 0.8079217253252864, "total_loss": 2.312246888432128} {"data_time": 0.015289606526494026, "eta_seconds": 206367.32067729533, "iteration": 10379, "loss_fcos_cls": 0.36288586910814047, "loss_fcos_ctr": 0.6316269235685468, "loss_fcos_loc": 0.262449290137738, "loss_mask": 0.6453313529491425, "loss_maskiou": 0.006063201362849213, "loss_sem_seg": 0.38390118815004826, "lr": 0.01, "mask_rcnn/accuracy": 0.5886243386243386, "mask_rcnn/false_negative": 0.07990072283874619, "mask_rcnn/false_positive": 0.8123564430353325, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.0, "time": 0.8039300069212914, "total_loss": 2.272501932209707} {"data_time": 0.013955006375908852, "eta_seconds": 206281.50448743254, "iteration": 10399, "loss_fcos_cls": 0.3728751288726926, "loss_fcos_ctr": 0.6312581654638052, "loss_fcos_loc": 0.2565452924463898, "loss_mask": 0.646015826612711, "loss_maskiou": 0.005985859330394305, "loss_sem_seg": 0.42937678191810846, "lr": 0.01, "mask_rcnn/accuracy": 0.6125295188497935, "mask_rcnn/false_negative": 0.04103579673354256, "mask_rcnn/false_positive": 0.8430279240414091, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7808233425021172, "total_loss": 2.3428615423690644} {"data_time": 0.016699109226465225, "eta_seconds": 206252.92844423465, "iteration": 10419, "loss_fcos_cls": 0.3588654494378716, "loss_fcos_ctr": 0.6326234042644501, "loss_fcos_loc": 0.26969563483726233, "loss_mask": 0.6464399322867393, "loss_maskiou": 0.006848372038803063, "loss_sem_seg": 0.3741141352802515, "lr": 0.01, "mask_rcnn/accuracy": 0.6080916339742155, "mask_rcnn/false_negative": 0.05107519921638972, "mask_rcnn/false_positive": 0.8449181260189031, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.8057650653645396, "total_loss": 2.273540573864011} {"data_time": 0.017077424563467503, "eta_seconds": 206237.0372250434, "iteration": 10439, "loss_fcos_cls": 0.37988201156258583, "loss_fcos_ctr": 0.6311504989862442, "loss_fcos_loc": 0.25970046455040574, "loss_mask": 0.6401152573525906, "loss_maskiou": 0.00685476516810013, "loss_sem_seg": 0.4054424148052931, "lr": 0.01, "mask_rcnn/accuracy": 0.6113613540654357, "mask_rcnn/false_negative": 0.0801075988526829, "mask_rcnn/false_positive": 0.7759277113549841, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7971275690943003, "total_loss": 2.3485367853463686} {"data_time": 0.01759220939129591, "eta_seconds": 206233.82789809257, "iteration": 10459, "loss_fcos_cls": 0.377241303678602, "loss_fcos_ctr": 0.6299524875357747, "loss_fcos_loc": 0.264417533762753, "loss_mask": 0.6465883366763592, "loss_maskiou": 0.006717309479427058, "loss_sem_seg": 0.4270723694935441, "lr": 0.01, "mask_rcnn/accuracy": 0.5991485409953455, "mask_rcnn/false_negative": 0.026144938585345195, "mask_rcnn/false_positive": 0.8747683147579703, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7992789354175329, "total_loss": 2.3685578927688766} {"data_time": 0.017746414057910442, "eta_seconds": 206318.93660575245, "iteration": 10479, "loss_fcos_cls": 0.363732042722404, "loss_fcos_ctr": 0.6314018033444881, "loss_fcos_loc": 0.25931376114021987, "loss_mask": 0.6519318073987961, "loss_maskiou": 0.006235779685084708, "loss_sem_seg": 0.41649570129811764, "lr": 0.01, "mask_rcnn/accuracy": 0.6222431406773236, "mask_rcnn/false_negative": 0.04532000555025795, "mask_rcnn/false_positive": 0.7554684820547085, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.5, "time": 0.8043339382857084, "total_loss": 2.339628840389196} {"data_time": 0.01626773737370968, "eta_seconds": 206303.0366256656, "iteration": 10499, "loss_fcos_cls": 0.37886327039450407, "loss_fcos_ctr": 0.635069536510855, "loss_fcos_loc": 0.272142032161355, "loss_mask": 0.644834142178297, "loss_maskiou": 0.006398252095095813, "loss_sem_seg": 0.41642287105787545, "lr": 0.01, "mask_rcnn/accuracy": 0.5696853741496599, "mask_rcnn/false_negative": 0.11575742036055237, "mask_rcnn/false_positive": 0.7667571790023331, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 33.25, "time": 0.7904845327138901, "total_loss": 2.352937755014864} {"data_time": 0.019123435020446777, "eta_seconds": 206287.13664557878, "iteration": 10519, "loss_fcos_cls": 0.36026951018720865, "loss_fcos_ctr": 0.6327163558453321, "loss_fcos_loc": 0.26702972291968763, "loss_mask": 0.6491957679390907, "loss_maskiou": 0.0072177616821136326, "loss_sem_seg": 0.4172667134553194, "lr": 0.01, "mask_rcnn/accuracy": 0.6200979080443366, "mask_rcnn/false_negative": 0.06726182167928885, "mask_rcnn/false_positive": 0.8547370854658461, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.789929736405611, "total_loss": 2.3184334133547964} {"data_time": 0.01758901122957468, "eta_seconds": 206240.140012756, "iteration": 10539, "loss_fcos_cls": 0.3491761451587081, "loss_fcos_ctr": 0.6334864464588463, "loss_fcos_loc": 0.2685341027099639, "loss_mask": 0.6414526216685772, "loss_maskiou": 0.006826961354818195, "loss_sem_seg": 0.3992507108487189, "lr": 0.01, "mask_rcnn/accuracy": 0.6369054855984948, "mask_rcnn/false_negative": 0.08238794828984129, "mask_rcnn/false_positive": 0.7503642232895651, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 26.0, "time": 0.7849963549524546, "total_loss": 2.335554523699102} {"data_time": 0.01589636504650116, "eta_seconds": 206224.24242968857, "iteration": 10559, "loss_fcos_cls": 0.3695550011470914, "loss_fcos_ctr": 0.6321530276909471, "loss_fcos_loc": 0.2701530084013939, "loss_mask": 0.6491835527122021, "loss_maskiou": 0.007650832354556769, "loss_sem_seg": 0.4428839208558202, "lr": 0.01, "mask_rcnn/accuracy": 0.6205008785447842, "mask_rcnn/false_negative": 0.06174038319684223, "mask_rcnn/false_positive": 0.7773086586264787, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 38.0, "time": 0.7895807288587093, "total_loss": 2.3642834845086327} {"data_time": 0.01663029659539461, "eta_seconds": 206138.47471941262, "iteration": 10579, "loss_fcos_cls": 0.35392401833087206, "loss_fcos_ctr": 0.6290547233074903, "loss_fcos_loc": 0.2536023318534717, "loss_mask": 0.6413671523332596, "loss_maskiou": 0.006643320055445656, "loss_sem_seg": 0.40661465749144554, "lr": 0.01, "mask_rcnn/accuracy": 0.5945073604590155, "mask_rcnn/false_negative": 0.09484298337547704, "mask_rcnn/false_positive": 0.7753747681592222, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.7754034763202071, "total_loss": 2.3112113141833106} {"data_time": 0.01495249941945076, "eta_seconds": 206107.9796151761, "iteration": 10599, "loss_fcos_cls": 0.38116679852828383, "loss_fcos_ctr": 0.6377603206783533, "loss_fcos_loc": 0.2889511751709506, "loss_mask": 0.647834125906229, "loss_maskiou": 0.00685791511205025, "loss_sem_seg": 0.41809388995170593, "lr": 0.01, "mask_rcnn/accuracy": 0.5809207828095864, "mask_rcnn/false_negative": 0.0552502419384429, "mask_rcnn/false_positive": 0.8628780231689216, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.25, "time": 0.779479050077498, "total_loss": 2.3788776108049206} {"data_time": 0.018144058994948864, "eta_seconds": 206094.01625232212, "iteration": 10619, "loss_fcos_cls": 0.36084824427962303, "loss_fcos_ctr": 0.6334967762231827, "loss_fcos_loc": 0.26343363779596984, "loss_mask": 0.6446309611201286, "loss_maskiou": 0.006305035552941263, "loss_sem_seg": 0.37146706227213144, "lr": 0.01, "mask_rcnn/accuracy": 0.6071598195992869, "mask_rcnn/false_negative": 0.03395197438085874, "mask_rcnn/false_positive": 0.874023713449301, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.5, "time": 0.8064778195694089, "total_loss": 2.287690779819968} {"data_time": 0.016746153123676777, "eta_seconds": 206132.21190554183, "iteration": 10639, "loss_fcos_cls": 0.3454511775635183, "loss_fcos_ctr": 0.6311429021880031, "loss_fcos_loc": 0.26443061837926507, "loss_mask": 0.6498079784214497, "loss_maskiou": 0.006369987240759656, "loss_sem_seg": 0.4332868931815028, "lr": 0.01, "mask_rcnn/accuracy": 0.6060262318326834, "mask_rcnn/false_negative": 0.05471366248271659, "mask_rcnn/false_positive": 0.8486209714237299, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 40.25, "time": 0.8145839041098952, "total_loss": 2.3166834397852654} {"data_time": 0.01611554715782404, "eta_seconds": 206074.905933626, "iteration": 10659, "loss_fcos_cls": 0.3729117512702942, "loss_fcos_ctr": 0.6340552810579538, "loss_fcos_loc": 0.27308648731559515, "loss_mask": 0.6402494423091412, "loss_maskiou": 0.006410617432266008, "loss_sem_seg": 0.39593501621857285, "lr": 0.01, "mask_rcnn/accuracy": 0.6186098595282269, "mask_rcnn/false_negative": 0.041558471438992085, "mask_rcnn/false_positive": 0.7992194564421047, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7768963538110256, "total_loss": 2.3345947894413257} {"data_time": 0.017134156078100204, "eta_seconds": 206046.34259474836, "iteration": 10679, "loss_fcos_cls": 0.35571620473638177, "loss_fcos_ctr": 0.6334227314218879, "loss_fcos_loc": 0.2708800248801708, "loss_mask": 0.6478092558681965, "loss_maskiou": 0.0062959177303127944, "loss_sem_seg": 0.40620028087869287, "lr": 0.01, "mask_rcnn/accuracy": 0.605169439935065, "mask_rcnn/false_negative": 0.030234226710358615, "mask_rcnn/false_positive": 0.8652334238446621, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.7850972823798656, "total_loss": 2.3277874055711436} {"data_time": 0.01621790137141943, "eta_seconds": 205977.82041839696, "iteration": 10699, "loss_fcos_cls": 0.36581232328899205, "loss_fcos_ctr": 0.6315838722512126, "loss_fcos_loc": 0.27690578607143834, "loss_mask": 0.6468982324004173, "loss_maskiou": 0.006642855551035609, "loss_sem_seg": 0.4335503624752164, "lr": 0.01, "mask_rcnn/accuracy": 0.6211661388693409, "mask_rcnn/false_negative": 0.023432690224904656, "mask_rcnn/false_positive": 0.8460146435779955, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7878830628469586, "total_loss": 2.3668678621252184} {"data_time": 0.016161509789526463, "eta_seconds": 205848.59273212496, "iteration": 10719, "loss_fcos_cls": 0.36298022768460214, "loss_fcos_ctr": 0.6357585191726685, "loss_fcos_loc": 0.27038474660366774, "loss_mask": 0.6470768675208092, "loss_maskiou": 0.007053328357869759, "loss_sem_seg": 0.4141125176101923, "lr": 0.01, "mask_rcnn/accuracy": 0.6007049550282633, "mask_rcnn/false_negative": 0.05310684300459319, "mask_rcnn/false_positive": 0.7845356352748211, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.0, "time": 0.7811014223843813, "total_loss": 2.3450210432420135} {"data_time": 0.015790359117090702, "eta_seconds": 205729.2766582342, "iteration": 10739, "loss_fcos_cls": 0.36957516439724714, "loss_fcos_ctr": 0.632678878493607, "loss_fcos_loc": 0.26818745117634535, "loss_mask": 0.6443580165505409, "loss_maskiou": 0.006184716519783251, "loss_sem_seg": 0.34773635445162654, "lr": 0.01, "mask_rcnn/accuracy": 0.5976924860853432, "mask_rcnn/false_negative": 0.17858342890639617, "mask_rcnn/false_positive": 0.6885939104371075, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.25, "time": 0.7803582455962896, "total_loss": 2.265435334367794} {"data_time": 0.016668462194502354, "eta_seconds": 205756.00270828418, "iteration": 10759, "loss_fcos_cls": 0.38121302775107324, "loss_fcos_ctr": 0.6272445935755968, "loss_fcos_loc": 0.2554658642038703, "loss_mask": 0.6462150067090988, "loss_maskiou": 0.007045351376291364, "loss_sem_seg": 0.3839540518820286, "lr": 0.01, "mask_rcnn/accuracy": 0.6068601696631033, "mask_rcnn/false_negative": 0.1000351228607539, "mask_rcnn/false_positive": 0.6684149054014297, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.0, "time": 0.8046736065298319, "total_loss": 2.326689989902661} {"data_time": 0.016223539598286152, "eta_seconds": 205660.79214859195, "iteration": 10779, "loss_fcos_cls": 0.3823523102328181, "loss_fcos_ctr": 0.6334334090352058, "loss_fcos_loc": 0.2807257273234427, "loss_mask": 0.6456020511686802, "loss_maskiou": 0.006089834147132933, "loss_sem_seg": 0.41238838993012905, "lr": 0.01, "mask_rcnn/accuracy": 0.5937765731292517, "mask_rcnn/false_negative": 0.06938260468798652, "mask_rcnn/false_positive": 0.7499752409913091, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7856612494215369, "total_loss": 2.332096304759034} {"data_time": 0.01476284023374319, "eta_seconds": 205613.94547550287, "iteration": 10799, "loss_fcos_cls": 0.3503548267763108, "loss_fcos_ctr": 0.6320136808790267, "loss_fcos_loc": 0.2646413210313767, "loss_mask": 0.6454781889915466, "loss_maskiou": 0.006436766940169036, "loss_sem_seg": 0.3671305305324495, "lr": 0.01, "mask_rcnn/accuracy": 0.5842353012633625, "mask_rcnn/false_negative": 0.08989284464893652, "mask_rcnn/false_positive": 0.8361595813008598, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.25, "time": 0.7891817232593894, "total_loss": 2.2870832592598163} {"data_time": 0.015983371064066887, "eta_seconds": 205593.08126022387, "iteration": 10819, "loss_fcos_cls": 0.3560510193929076, "loss_fcos_ctr": 0.6303600715473294, "loss_fcos_loc": 0.26261088345199823, "loss_mask": 0.6464599631726742, "loss_maskiou": 0.0069670832745032385, "loss_sem_seg": 0.4372567650862038, "lr": 0.01, "mask_rcnn/accuracy": 0.6334752651060425, "mask_rcnn/false_negative": 0.0449314944170327, "mask_rcnn/false_positive": 0.837383053608806, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 44.75, "time": 0.7984888125211, "total_loss": 2.35796213116555} {"data_time": 0.01668847445398569, "eta_seconds": 205571.27819227986, "iteration": 10839, "loss_fcos_cls": 0.3649230254814029, "loss_fcos_ctr": 0.6309579042717814, "loss_fcos_loc": 0.2637866714503616, "loss_mask": 0.6425696723163128, "loss_maskiou": 0.006740117562003434, "loss_sem_seg": 0.40878881979733706, "lr": 0.01, "mask_rcnn/accuracy": 0.5891379433129185, "mask_rcnn/false_negative": 0.02535023583249669, "mask_rcnn/false_positive": 0.8901308573207627, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.25, "time": 0.7908648932352662, "total_loss": 2.3383180440723663} {"data_time": 0.018237109296023846, "eta_seconds": 205541.57009859476, "iteration": 10859, "loss_fcos_cls": 0.37386132776737213, "loss_fcos_ctr": 0.634029901586473, "loss_fcos_loc": 0.2736940081231296, "loss_mask": 0.6439006105065346, "loss_maskiou": 0.006942456995602697, "loss_sem_seg": 0.42616983596235514, "lr": 0.01, "mask_rcnn/accuracy": 0.6266064695354515, "mask_rcnn/false_negative": 0.04168478965910238, "mask_rcnn/false_positive": 0.7806661818107423, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 42.0, "time": 0.7830838700756431, "total_loss": 2.3242323252779897} {"data_time": 0.015360916964709759, "eta_seconds": 205596.57871159445, "iteration": 10879, "loss_fcos_cls": 0.34591423301026225, "loss_fcos_ctr": 0.6310843992978334, "loss_fcos_loc": 0.2603026353754103, "loss_mask": 0.6519600600004196, "loss_maskiou": 0.006317027760815108, "loss_sem_seg": 0.37774887401610613, "lr": 0.01, "mask_rcnn/accuracy": 0.6457230213513978, "mask_rcnn/false_negative": 0.06705933653608076, "mask_rcnn/false_positive": 0.8044350451747356, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.8091342328116298, "total_loss": 2.2794664098182693} {"data_time": 0.015358386561274529, "eta_seconds": 205580.70994150545, "iteration": 10899, "loss_fcos_cls": 0.366520076058805, "loss_fcos_ctr": 0.6324381334707141, "loss_fcos_loc": 0.2713549853069708, "loss_mask": 0.6460169889032841, "loss_maskiou": 0.007377618196187541, "loss_sem_seg": 0.4185070567764342, "lr": 0.01, "mask_rcnn/accuracy": 0.6083896014699586, "mask_rcnn/false_negative": 0.02492357916132132, "mask_rcnn/false_positive": 0.8888794418036323, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7962439898401499, "total_loss": 2.3640467627265025} {"data_time": 0.01465432345867157, "eta_seconds": 205541.8215738833, "iteration": 10919, "loss_fcos_cls": 0.3760618823580444, "loss_fcos_ctr": 0.630407536868006, "loss_fcos_loc": 0.2669908022508025, "loss_mask": 0.6428629569709301, "loss_maskiou": 0.006609868796658702, "loss_sem_seg": 0.4222324304282665, "lr": 0.01, "mask_rcnn/accuracy": 0.6065460545690138, "mask_rcnn/false_negative": 0.13537617794281706, "mask_rcnn/false_positive": 0.7173565174624181, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7953022746369243, "total_loss": 2.336224373564619} {"data_time": 0.01722532045096159, "eta_seconds": 205570.57228182722, "iteration": 10939, "loss_fcos_cls": 0.35748214134946465, "loss_fcos_ctr": 0.632809606846422, "loss_fcos_loc": 0.26393841253593564, "loss_mask": 0.6455218233168125, "loss_maskiou": 0.0061011613288428634, "loss_sem_seg": 0.41330579994246364, "lr": 0.01, "mask_rcnn/accuracy": 0.6035082260667071, "mask_rcnn/false_negative": 0.06715701185445587, "mask_rcnn/false_positive": 0.8002532150000741, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.8036361942067742, "total_loss": 2.3156942868517945} {"data_time": 0.017179220914840698, "eta_seconds": 205620.09695610031, "iteration": 10959, "loss_fcos_cls": 0.3632116985972971, "loss_fcos_ctr": 0.6312798503786325, "loss_fcos_loc": 0.26815562369301915, "loss_mask": 0.648038312792778, "loss_maskiou": 0.00741228656261228, "loss_sem_seg": 0.38316216599196196, "lr": 0.01, "mask_rcnn/accuracy": 0.6439758280361325, "mask_rcnn/false_negative": 0.04929506092642445, "mask_rcnn/false_positive": 0.8448958860575546, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7928860979154706, "total_loss": 2.2929710892785806} {"data_time": 0.015742179937660694, "eta_seconds": 205676.45528714824, "iteration": 10979, "loss_fcos_cls": 0.3422775601502508, "loss_fcos_ctr": 0.6328264535404742, "loss_fcos_loc": 0.26407457632012665, "loss_mask": 0.6439847908914089, "loss_maskiou": 0.00645609648199752, "loss_sem_seg": 0.4110655980184674, "lr": 0.01, "mask_rcnn/accuracy": 0.5735542547733941, "mask_rcnn/false_negative": 0.07324052400701961, "mask_rcnn/false_positive": 0.8007705699073289, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.5, "time": 0.7981192460283637, "total_loss": 2.3250627041998086} {"data_time": 0.016511496156454086, "eta_seconds": 205642.26949703973, "iteration": 10999, "loss_fcos_cls": 0.3524996330961585, "loss_fcos_ctr": 0.630611342843622, "loss_fcos_loc": 0.2613964690826833, "loss_mask": 0.6429021172225475, "loss_maskiou": 0.006456355389673263, "loss_sem_seg": 0.4440058832988143, "lr": 0.01, "mask_rcnn/accuracy": 0.5869169762203126, "mask_rcnn/false_negative": 0.14302908315073543, "mask_rcnn/false_positive": 0.7312156848854097, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.7871351977810264, "total_loss": 2.3447637058707187} {"data_time": 0.01530386507511139, "eta_seconds": 205590.40598649625, "iteration": 11019, "loss_fcos_cls": 0.3760628898162395, "loss_fcos_ctr": 0.6332585401833057, "loss_fcos_loc": 0.2801985046826303, "loss_mask": 0.646234791725874, "loss_maskiou": 0.006453918365878053, "loss_sem_seg": 0.39790674205869436, "lr": 0.01, "mask_rcnn/accuracy": 0.6129003684807257, "mask_rcnn/false_negative": 0.030934732290527255, "mask_rcnn/false_positive": 0.8521688436904931, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.0, "time": 0.795837190002203, "total_loss": 2.3207401217514416} {"data_time": 0.016193526796996593, "eta_seconds": 205674.8938773647, "iteration": 11039, "loss_fcos_cls": 0.3696510256268084, "loss_fcos_ctr": 0.6340916464105248, "loss_fcos_loc": 0.273347933543846, "loss_mask": 0.648311760276556, "loss_maskiou": 0.006598957726964727, "loss_sem_seg": 0.4036974331829697, "lr": 0.01, "mask_rcnn/accuracy": 0.6135362255021056, "mask_rcnn/false_negative": 0.025480997760121478, "mask_rcnn/false_positive": 0.8692219048403633, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.8080956991761923, "total_loss": 2.3402906352712307} {"data_time": 0.0155424103140831, "eta_seconds": 205540.7195228152, "iteration": 11059, "loss_fcos_cls": 0.3778990446589887, "loss_fcos_ctr": 0.6316523356363177, "loss_fcos_loc": 0.2613269090652466, "loss_mask": 0.6466877795755863, "loss_maskiou": 0.006678718342300272, "loss_sem_seg": 0.3916958700865507, "lr": 0.01, "mask_rcnn/accuracy": 0.6032071645964675, "mask_rcnn/false_negative": 0.023656706463311153, "mask_rcnn/false_positive": 0.8719181423970775, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.25, "time": 0.7866134634241462, "total_loss": 2.3048107822760358} {"data_time": 0.016267970204353333, "eta_seconds": 205437.89101070445, "iteration": 11079, "loss_fcos_cls": 0.36463906336575747, "loss_fcos_ctr": 0.6309676850214601, "loss_fcos_loc": 0.26468119519995525, "loss_mask": 0.6437499336898327, "loss_maskiou": 0.006328129064058885, "loss_sem_seg": 0.3537391358986497, "lr": 0.01, "mask_rcnn/accuracy": 0.6424665659774977, "mask_rcnn/false_negative": 0.027918316913907195, "mask_rcnn/false_positive": 0.8861500127984832, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.0, "time": 0.79504235368222, "total_loss": 2.2745402539367205} {"data_time": 0.015492931939661503, "eta_seconds": 205370.97368770558, "iteration": 11099, "loss_fcos_cls": 0.36185522377491, "loss_fcos_ctr": 0.6348192123696208, "loss_fcos_loc": 0.26539891911670566, "loss_mask": 0.6474262326955795, "loss_maskiou": 0.006414054005290382, "loss_sem_seg": 0.37815574277192354, "lr": 0.01, "mask_rcnn/accuracy": 0.5908130559916274, "mask_rcnn/false_negative": 0.029276626838893, "mask_rcnn/false_positive": 0.8657053554764149, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7802882492542267, "total_loss": 2.316971613385249} {"data_time": 0.01623611804097891, "eta_seconds": 205493.09306284413, "iteration": 11119, "loss_fcos_cls": 0.34647751273587346, "loss_fcos_ctr": 0.6292692497372627, "loss_fcos_loc": 0.2513733378145844, "loss_mask": 0.6421180590987206, "loss_maskiou": 0.006682978928438388, "loss_sem_seg": 0.40251732990145683, "lr": 0.01, "mask_rcnn/accuracy": 0.5842725679704011, "mask_rcnn/false_negative": 0.05247886041850902, "mask_rcnn/false_positive": 0.8160157666267285, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.8190838117152452, "total_loss": 2.2483521869726246} {"data_time": 0.016051984392106533, "eta_seconds": 205495.14475606475, "iteration": 11139, "loss_fcos_cls": 0.3557685725390911, "loss_fcos_ctr": 0.6313307899981737, "loss_fcos_loc": 0.26317771850153804, "loss_mask": 0.6440419480204582, "loss_maskiou": 0.0066451116726966575, "loss_sem_seg": 0.4512882800772786, "lr": 0.01, "mask_rcnn/accuracy": 0.6044832289351384, "mask_rcnn/false_negative": 0.0483570875576875, "mask_rcnn/false_positive": 0.8279361679341344, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7921970635652542, "total_loss": 2.368099773841095} {"data_time": 0.015865230932831764, "eta_seconds": 205503.37674162444, "iteration": 11159, "loss_fcos_cls": 0.35393372643738985, "loss_fcos_ctr": 0.6328381868079305, "loss_fcos_loc": 0.2651173220947385, "loss_mask": 0.6461126729846001, "loss_maskiou": 0.006794692104449496, "loss_sem_seg": 0.3789087561890483, "lr": 0.01, "mask_rcnn/accuracy": 0.6007610881654248, "mask_rcnn/false_negative": 0.07779432531363412, "mask_rcnn/false_positive": 0.78313087794155, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.8138685282319784, "total_loss": 2.317979461993673} {"data_time": 0.017735209316015244, "eta_seconds": 205463.39101258758, "iteration": 11179, "loss_fcos_cls": 0.35368936066515744, "loss_fcos_ctr": 0.631023938767612, "loss_fcos_loc": 0.26260948553681374, "loss_mask": 0.6449095383286476, "loss_maskiou": 0.005595539114437997, "loss_sem_seg": 0.3755989195778966, "lr": 0.01, "mask_rcnn/accuracy": 0.6038360555261066, "mask_rcnn/false_negative": 0.08815379797894556, "mask_rcnn/false_positive": 0.7908544924039973, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7838859390467405, "total_loss": 2.285074506246019} {"data_time": 0.016128474846482277, "eta_seconds": 205471.61927248444, "iteration": 11199, "loss_fcos_cls": 0.36268705874681473, "loss_fcos_ctr": 0.6302941534668207, "loss_fcos_loc": 0.26652655517682433, "loss_mask": 0.6440859697759151, "loss_maskiou": 0.006192274711793289, "loss_sem_seg": 0.3861400340683758, "lr": 0.01, "mask_rcnn/accuracy": 0.6048872180451128, "mask_rcnn/false_negative": 0.053762762942341974, "mask_rcnn/false_positive": 0.8626575623812104, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 29.5, "time": 0.7885603057220578, "total_loss": 2.3242760149005335} {"data_time": 0.016714065335690975, "eta_seconds": 205302.08551315684, "iteration": 11219, "loss_fcos_cls": 0.37192956637591124, "loss_fcos_ctr": 0.6304216226562858, "loss_fcos_loc": 0.2598841576837003, "loss_mask": 0.6454550586640835, "loss_maskiou": 0.00618065432900039, "loss_sem_seg": 0.40888174809515476, "lr": 0.01, "mask_rcnn/accuracy": 0.6206707973887229, "mask_rcnn/false_negative": 0.0659791955937294, "mask_rcnn/false_positive": 0.7955469762361023, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7780567742884159, "total_loss": 2.31256628796109} {"data_time": 0.017700285650789738, "eta_seconds": 205286.218653881, "iteration": 11239, "loss_fcos_cls": 0.3490161341615021, "loss_fcos_ctr": 0.6363316355273128, "loss_fcos_loc": 0.26739140460267663, "loss_mask": 0.6477927528321743, "loss_maskiou": 0.0069773550785612315, "loss_sem_seg": 0.4533536648377776, "lr": 0.01, "mask_rcnn/accuracy": 0.5928567090101347, "mask_rcnn/false_negative": 0.07956667457180701, "mask_rcnn/false_positive": 0.7644693240060768, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 39.5, "time": 0.7906866846606135, "total_loss": 2.3856115737144137} {"data_time": 0.01490512490272522, "eta_seconds": 205244.055074838, "iteration": 11259, "loss_fcos_cls": 0.35057776351459324, "loss_fcos_ctr": 0.6324211191385984, "loss_fcos_loc": 0.26791448309086263, "loss_mask": 0.6429882720112801, "loss_maskiou": 0.0066558513572090305, "loss_sem_seg": 0.3981553455814719, "lr": 0.01, "mask_rcnn/accuracy": 0.6330223908726936, "mask_rcnn/false_negative": 0.030503450654149875, "mask_rcnn/false_positive": 0.8643601553638744, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7896443344652653, "total_loss": 2.2835068333224626} {"data_time": 0.015830036252737045, "eta_seconds": 205323.39740976784, "iteration": 11279, "loss_fcos_cls": 0.356677818344906, "loss_fcos_ctr": 0.6299022920429707, "loss_fcos_loc": 0.25776154606137425, "loss_mask": 0.6520889364182949, "loss_maskiou": 0.006650281953625381, "loss_sem_seg": 0.3959148870781064, "lr": 0.01, "mask_rcnn/accuracy": 0.6231974172647783, "mask_rcnn/false_negative": 0.02546521762027312, "mask_rcnn/false_positive": 0.8655752024838659, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.8251504329964519, "total_loss": 2.2693181845825166} {"data_time": 0.017043588683009148, "eta_seconds": 205410.50912333373, "iteration": 11299, "loss_fcos_cls": 0.38081780867651105, "loss_fcos_ctr": 0.6298805493861437, "loss_fcos_loc": 0.2598805562593043, "loss_mask": 0.6425261311233044, "loss_maskiou": 0.006692627750453539, "loss_sem_seg": 0.41189363691955805, "lr": 0.01, "mask_rcnn/accuracy": 0.6345551378446115, "mask_rcnn/false_negative": 0.05609615775273327, "mask_rcnn/false_positive": 0.7221391065444591, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7995132710784674, "total_loss": 2.308833305898588} {"data_time": 0.017533103935420513, "eta_seconds": 205352.0722238263, "iteration": 11319, "loss_fcos_cls": 0.37015597242861986, "loss_fcos_ctr": 0.6333910468965769, "loss_fcos_loc": 0.26614843402057886, "loss_mask": 0.6446126140654087, "loss_maskiou": 0.006217659916728735, "loss_sem_seg": 0.413460826035589, "lr": 0.01, "mask_rcnn/accuracy": 0.6115120944156714, "mask_rcnn/false_negative": 0.03281622395500198, "mask_rcnn/false_positive": 0.8433367591136012, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7968302648514509, "total_loss": 2.3331706829631003} {"data_time": 0.016012202948331833, "eta_seconds": 205231.59699954744, "iteration": 11339, "loss_fcos_cls": 0.375223706709221, "loss_fcos_ctr": 0.6289002113044262, "loss_fcos_loc": 0.26595646468922496, "loss_mask": 0.6401833593845367, "loss_maskiou": 0.006561073907505488, "loss_sem_seg": 0.4197166177909821, "lr": 0.01, "mask_rcnn/accuracy": 0.5889035103478011, "mask_rcnn/false_negative": 0.04074660953669068, "mask_rcnn/false_positive": 0.844374185574725, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.7875228431075811, "total_loss": 2.3559090149210533} {"data_time": 0.017797785811126232, "eta_seconds": 205215.72822945844, "iteration": 11359, "loss_fcos_cls": 0.3602674752473831, "loss_fcos_ctr": 0.6309248553588986, "loss_fcos_loc": 0.2687427164055407, "loss_mask": 0.6515738740563393, "loss_maskiou": 0.00632500511710532, "loss_sem_seg": 0.3715309475082904, "lr": 0.01, "mask_rcnn/accuracy": 0.5945071778711485, "mask_rcnn/false_negative": 0.0728792815215548, "mask_rcnn/false_positive": 0.8126293217534263, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.7980560250580311, "total_loss": 2.2941006091423333} {"data_time": 0.015402097254991531, "eta_seconds": 205148.8661151873, "iteration": 11379, "loss_fcos_cls": 0.36158503126353025, "loss_fcos_ctr": 0.6298613240942359, "loss_fcos_loc": 0.2662924735341221, "loss_mask": 0.6447106003761292, "loss_maskiou": 0.0066329907276667655, "loss_sem_seg": 0.38799634762108326, "lr": 0.01, "mask_rcnn/accuracy": 0.6124809899921506, "mask_rcnn/false_negative": 0.03515703520371045, "mask_rcnn/false_positive": 0.8446603178718338, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7936796760186553, "total_loss": 2.3119224263682554} {"data_time": 0.017655080184340477, "eta_seconds": 205399.496856438, "iteration": 11399, "loss_fcos_cls": 0.3683175276964903, "loss_fcos_ctr": 0.6309831431135535, "loss_fcos_loc": 0.259211169090122, "loss_mask": 0.6514926478266716, "loss_maskiou": 0.0070497347915079445, "loss_sem_seg": 0.41166197322309017, "lr": 0.01, "mask_rcnn/accuracy": 0.5882369614512472, "mask_rcnn/false_negative": 0.0569827164111767, "mask_rcnn/false_positive": 0.8001444971339284, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.81427351385355, "total_loss": 2.282424208286102} {"data_time": 0.01529473252594471, "eta_seconds": 205168.12191919144, "iteration": 11419, "loss_fcos_cls": 0.3611404877156019, "loss_fcos_ctr": 0.632909438572824, "loss_fcos_loc": 0.26561873708851635, "loss_mask": 0.6426213160157204, "loss_maskiou": 0.006451304609072395, "loss_sem_seg": 0.4234280986711383, "lr": 0.01, "mask_rcnn/accuracy": 0.6195201948375169, "mask_rcnn/false_negative": 0.02422578593190264, "mask_rcnn/false_positive": 0.8576568471029549, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7855642689391971, "total_loss": 2.3402570792095503} {"data_time": 0.015600274316966534, "eta_seconds": 205127.5500611225, "iteration": 11439, "loss_fcos_cls": 0.35894318111240864, "loss_fcos_ctr": 0.6306451610289514, "loss_fcos_loc": 0.26090496632969007, "loss_mask": 0.6447461135685444, "loss_maskiou": 0.0068412150867516175, "loss_sem_seg": 0.354574978351593, "lr": 0.01, "mask_rcnn/accuracy": 0.6063547473279856, "mask_rcnn/false_negative": 0.02423784791227344, "mask_rcnn/false_positive": 0.8829070481505756, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7897027917206287, "total_loss": 2.2786653382354416} {"data_time": 0.01719734910875559, "eta_seconds": 205111.68320184667, "iteration": 11459, "loss_fcos_cls": 0.3533903150819242, "loss_fcos_ctr": 0.6320781651884317, "loss_fcos_loc": 0.25175918941386044, "loss_mask": 0.6453856490552425, "loss_maskiou": 0.006550191654241644, "loss_sem_seg": 0.3768237561453134, "lr": 0.01, "mask_rcnn/accuracy": 0.5859513770786092, "mask_rcnn/false_negative": 0.15598520002562616, "mask_rcnn/false_positive": 0.75882866373998, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7940139388665557, "total_loss": 2.24167509052495} {"data_time": 0.01682024449110031, "eta_seconds": 204989.1221378157, "iteration": 11479, "loss_fcos_cls": 0.3591905743815005, "loss_fcos_ctr": 0.6292896522209048, "loss_fcos_loc": 0.26444717962294817, "loss_mask": 0.6430329158902168, "loss_maskiou": 0.006051308784662979, "loss_sem_seg": 0.3862718939781189, "lr": 0.01, "mask_rcnn/accuracy": 0.6027517831112037, "mask_rcnn/false_negative": 0.05254476899312358, "mask_rcnn/false_positive": 0.8623468926211938, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.75, "time": 0.786026855930686, "total_loss": 2.27368947622017} {"data_time": 0.014820207841694355, "eta_seconds": 204973.26353274006, "iteration": 11499, "loss_fcos_cls": 0.3674950781278312, "loss_fcos_ctr": 0.6284564388915896, "loss_fcos_loc": 0.2641906598582864, "loss_mask": 0.6465433910489082, "loss_maskiou": 0.006475561764091253, "loss_sem_seg": 0.37829810567200184, "lr": 0.01, "mask_rcnn/accuracy": 0.5711506924198251, "mask_rcnn/false_negative": 0.06192935141978109, "mask_rcnn/false_positive": 0.8570446830770766, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 36.25, "time": 0.7904154881834984, "total_loss": 2.302902143113897} {"data_time": 0.017244831658899784, "eta_seconds": 204875.91207848117, "iteration": 11519, "loss_fcos_cls": 0.3525075113866478, "loss_fcos_ctr": 0.6320769470185041, "loss_fcos_loc": 0.25754989474080503, "loss_mask": 0.6407436169683933, "loss_maskiou": 0.005763366571045481, "loss_sem_seg": 0.40867784852162004, "lr": 0.01, "mask_rcnn/accuracy": 0.6301611553712394, "mask_rcnn/false_negative": 0.026138020227567633, "mask_rcnn/false_positive": 0.8538384398810397, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7821489311754704, "total_loss": 2.288421136501711} {"data_time": 0.017216429114341736, "eta_seconds": 204860.05977892503, "iteration": 11539, "loss_fcos_cls": 0.3639062438160181, "loss_fcos_ctr": 0.6298354603350163, "loss_fcos_loc": 0.26259235432371497, "loss_mask": 0.6449198387563229, "loss_maskiou": 0.006465797356213443, "loss_sem_seg": 0.3583334283903241, "lr": 0.01, "mask_rcnn/accuracy": 0.6172702617014385, "mask_rcnn/false_negative": 0.1289838895240779, "mask_rcnn/false_positive": 0.7451820045990091, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.25, "time": 0.7888014484196901, "total_loss": 2.2641660490480717} {"data_time": 0.0174688920378685, "eta_seconds": 204990.0870116204, "iteration": 11559, "loss_fcos_cls": 0.37462513078935444, "loss_fcos_ctr": 0.6298016365617514, "loss_fcos_loc": 0.2612584359012544, "loss_mask": 0.6476045586168766, "loss_maskiou": 0.007470284996088594, "loss_sem_seg": 0.39612814225256443, "lr": 0.01, "mask_rcnn/accuracy": 0.6247461598794769, "mask_rcnn/false_negative": 0.046063121808725016, "mask_rcnn/false_positive": 0.8308863081741362, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.7975789327174425, "total_loss": 2.3266693723844583} {"data_time": 0.017840763553977013, "eta_seconds": 205164.56135495752, "iteration": 11579, "loss_fcos_cls": 0.36462131794542074, "loss_fcos_ctr": 0.6293691536411643, "loss_fcos_loc": 0.2615504669956863, "loss_mask": 0.6448331885039806, "loss_maskiou": 0.006112476010457613, "loss_sem_seg": 0.458339243195951, "lr": 0.01, "mask_rcnn/accuracy": 0.636302211101832, "mask_rcnn/false_negative": 0.03494369520202331, "mask_rcnn/false_positive": 0.8559637091699048, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.25, "time": 0.8063080012798309, "total_loss": 2.3818662368576042} {"data_time": 0.016783345490694046, "eta_seconds": 205165.30890490673, "iteration": 11599, "loss_fcos_cls": 0.3675195244140923, "loss_fcos_ctr": 0.6331402407959104, "loss_fcos_loc": 0.2674223219510168, "loss_mask": 0.6442310847342014, "loss_maskiou": 0.006698922199575463, "loss_sem_seg": 0.4032904775813222, "lr": 0.01, "mask_rcnn/accuracy": 0.6125631461466166, "mask_rcnn/false_negative": 0.027516130710129323, "mask_rcnn/false_positive": 0.8384734804060363, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.5, "time": 0.8011036943644285, "total_loss": 2.332014761166647} {"data_time": 0.017213397659361362, "eta_seconds": 205132.80471577495, "iteration": 11619, "loss_fcos_cls": 0.37541836919263005, "loss_fcos_ctr": 0.6349819377064705, "loss_fcos_loc": 0.27248981315642595, "loss_mask": 0.6408556178212166, "loss_maskiou": 0.006704530940623954, "loss_sem_seg": 0.39603276178240776, "lr": 0.01, "mask_rcnn/accuracy": 0.6174969145119197, "mask_rcnn/false_negative": 0.024584739232972913, "mask_rcnn/false_positive": 0.8611091546935119, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.75, "time": 0.7960311165079474, "total_loss": 2.342004187783459} {"data_time": 0.017873549833893776, "eta_seconds": 205057.1437921906, "iteration": 11639, "loss_fcos_cls": 0.3653113218024373, "loss_fcos_ctr": 0.6340112015604973, "loss_fcos_loc": 0.26900349027710035, "loss_mask": 0.6456822082400322, "loss_maskiou": 0.005906172104005236, "loss_sem_seg": 0.37724726530723274, "lr": 0.01, "mask_rcnn/accuracy": 0.60965398483337, "mask_rcnn/false_negative": 0.11886878768599861, "mask_rcnn/false_positive": 0.7177489638702746, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.5, "time": 0.7897679265588522, "total_loss": 2.324231499864254} {"data_time": 0.016540439799427986, "eta_seconds": 205101.0480765924, "iteration": 11659, "loss_fcos_cls": 0.3673653188161552, "loss_fcos_ctr": 0.6326200254261494, "loss_fcos_loc": 0.27341357013210654, "loss_mask": 0.6499767191708088, "loss_maskiou": 0.006937184800335672, "loss_sem_seg": 0.4042644388973713, "lr": 0.01, "mask_rcnn/accuracy": 0.5817335408739767, "mask_rcnn/false_negative": 0.02701612472473444, "mask_rcnn/false_positive": 0.8913846280307627, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.5, "time": 0.7923369277268648, "total_loss": 2.3620252846885705} {"data_time": 0.01677110232412815, "eta_seconds": 205247.4326672936, "iteration": 11679, "loss_fcos_cls": 0.3654947569593787, "loss_fcos_ctr": 0.6300449958071113, "loss_fcos_loc": 0.2577913433779031, "loss_mask": 0.6438811719417572, "loss_maskiou": 0.006507779657113133, "loss_sem_seg": 0.4257786339148879, "lr": 0.01, "mask_rcnn/accuracy": 0.5956735309818093, "mask_rcnn/false_negative": 0.025369022856560473, "mask_rcnn/false_positive": 0.8770509539400673, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.8015260240063071, "total_loss": 2.329109613740002} {"data_time": 0.014863650314509869, "eta_seconds": 205299.0313283233, "iteration": 11699, "loss_fcos_cls": 0.362491425126791, "loss_fcos_ctr": 0.6336440313607454, "loss_fcos_loc": 0.27042495040223, "loss_mask": 0.6455021761357784, "loss_maskiou": 0.006871181234600954, "loss_sem_seg": 0.3914882028475404, "lr": 0.01, "mask_rcnn/accuracy": 0.612046913545638, "mask_rcnn/false_negative": 0.05134769896195296, "mask_rcnn/false_positive": 0.7833043988784759, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.25, "time": 0.7988048056140542, "total_loss": 2.298599922680296} {"data_time": 0.01819672714918852, "eta_seconds": 205328.91270387545, "iteration": 11719, "loss_fcos_cls": 0.35976296570152044, "loss_fcos_ctr": 0.6295065470039845, "loss_fcos_loc": 0.2521408738102764, "loss_mask": 0.6436821147799492, "loss_maskiou": 0.005906837708607782, "loss_sem_seg": 0.4045356975402683, "lr": 0.01, "mask_rcnn/accuracy": 0.5912974060591978, "mask_rcnn/false_negative": 0.0866895049171948, "mask_rcnn/false_positive": 0.7604433417068133, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.7855560127645731, "total_loss": 2.30843039303727} {"data_time": 0.015957247465848923, "eta_seconds": 205431.30819296278, "iteration": 11739, "loss_fcos_cls": 0.3564881896600127, "loss_fcos_ctr": 0.6327044381760061, "loss_fcos_loc": 0.2541642860742286, "loss_mask": 0.6465534009039402, "loss_maskiou": 0.006536904395034071, "loss_sem_seg": 0.4179297462105751, "lr": 0.01, "mask_rcnn/accuracy": 0.6150832370042061, "mask_rcnn/false_negative": 0.01963125742626202, "mask_rcnn/false_positive": 0.8851447260743075, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 43.5, "time": 0.7922040149569511, "total_loss": 2.280959639727371} {"data_time": 0.016781695187091827, "eta_seconds": 205375.66279135365, "iteration": 11759, "loss_fcos_cls": 0.346692924387753, "loss_fcos_ctr": 0.6284197252243757, "loss_fcos_loc": 0.25008961628191173, "loss_mask": 0.6423515230417252, "loss_maskiou": 0.006134045550425071, "loss_sem_seg": 0.3787994075100869, "lr": 0.01, "mask_rcnn/accuracy": 0.6133327025865292, "mask_rcnn/false_negative": 0.024777242094168796, "mask_rcnn/false_positive": 0.8627926031778443, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.0, "time": 0.7901243027299643, "total_loss": 2.2655037443364563} {"data_time": 0.017496089451014996, "eta_seconds": 205446.79268398415, "iteration": 11779, "loss_fcos_cls": 0.35726959467865527, "loss_fcos_ctr": 0.6312953270971775, "loss_fcos_loc": 0.26220071455463767, "loss_mask": 0.6420543976128101, "loss_maskiou": 0.0060828867863165215, "loss_sem_seg": 0.42262977734208107, "lr": 0.01, "mask_rcnn/accuracy": 0.6219360099055297, "mask_rcnn/false_negative": 0.09006289475925766, "mask_rcnn/false_positive": 0.8221869914943691, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7950115175917745, "total_loss": 2.324897136328218} {"data_time": 0.016016914509236813, "eta_seconds": 205412.21769286506, "iteration": 11799, "loss_fcos_cls": 0.34966803481802344, "loss_fcos_ctr": 0.6321413544937968, "loss_fcos_loc": 0.2625727152917534, "loss_mask": 0.6456098407506943, "loss_maskiou": 0.005755921782110818, "loss_sem_seg": 0.4142703302204609, "lr": 0.01, "mask_rcnn/accuracy": 0.6506862153463535, "mask_rcnn/false_negative": 0.05094381250074666, "mask_rcnn/false_positive": 0.7560825587860333, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7897020047530532, "total_loss": 2.3358711769396905} {"data_time": 0.01579056680202484, "eta_seconds": 205367.67293771543, "iteration": 11819, "loss_fcos_cls": 0.36961682653054595, "loss_fcos_ctr": 0.6313265189528465, "loss_fcos_loc": 0.256944568362087, "loss_mask": 0.6437028273940086, "loss_maskiou": 0.0064415434608235955, "loss_sem_seg": 0.3986573265865445, "lr": 0.01, "mask_rcnn/accuracy": 0.6273790307083285, "mask_rcnn/false_negative": 0.02660470912358126, "mask_rcnn/false_positive": 0.8644682043693661, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.25, "time": 0.794100389815867, "total_loss": 2.322007028691587} {"data_time": 0.015875949524343014, "eta_seconds": 205312.03984603006, "iteration": 11839, "loss_fcos_cls": 0.3790637629572302, "loss_fcos_ctr": 0.6310730669647455, "loss_fcos_loc": 0.2700452823191881, "loss_mask": 0.6400032341480255, "loss_maskiou": 0.006570373458089307, "loss_sem_seg": 0.44708904530853033, "lr": 0.01, "mask_rcnn/accuracy": 0.6501553895367671, "mask_rcnn/false_negative": 0.04966079478305488, "mask_rcnn/false_positive": 0.7478650315926133, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.792119225487113, "total_loss": 2.362695874995552} {"data_time": 0.015449272468686104, "eta_seconds": 205383.1427739663, "iteration": 11859, "loss_fcos_cls": 0.37185180513188243, "loss_fcos_ctr": 0.6324118776246905, "loss_fcos_loc": 0.2658763179788366, "loss_mask": 0.6411174088716507, "loss_maskiou": 0.006216625319211744, "loss_sem_seg": 0.4038751497864723, "lr": 0.01, "mask_rcnn/accuracy": 0.6052847233934897, "mask_rcnn/false_negative": 0.027234244357074118, "mask_rcnn/false_positive": 0.8952120720093486, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7975076138973236, "total_loss": 2.31704261048435} {"data_time": 0.016180752776563168, "eta_seconds": 205244.5003086459, "iteration": 11879, "loss_fcos_cls": 0.3540404886007309, "loss_fcos_ctr": 0.6306744264438748, "loss_fcos_loc": 0.2573060211725533, "loss_mask": 0.6476888433098793, "loss_maskiou": 0.005985951851471327, "loss_sem_seg": 0.39309810590930283, "lr": 0.01, "mask_rcnn/accuracy": 0.5964957858143257, "mask_rcnn/false_negative": 0.02308143902587066, "mask_rcnn/false_positive": 0.8756529943332988, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 38.75, "time": 0.7863161852583289, "total_loss": 2.309305557733751} {"data_time": 0.015585454180836678, "eta_seconds": 205264.32263703737, "iteration": 11899, "loss_fcos_cls": 0.36373500246554613, "loss_fcos_ctr": 0.6297781551256776, "loss_fcos_loc": 0.2528590017464012, "loss_mask": 0.6430689729750156, "loss_maskiou": 0.006394289273885079, "loss_sem_seg": 0.40095493104308844, "lr": 0.01, "mask_rcnn/accuracy": 0.6350398636112922, "mask_rcnn/false_negative": 0.07020363421917822, "mask_rcnn/false_positive": 0.80575300188756, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.8010529922321439, "total_loss": 2.290829681165633} {"data_time": 0.015337229706346989, "eta_seconds": 205290.3247671146, "iteration": 11919, "loss_fcos_cls": 0.36678416887298226, "loss_fcos_ctr": 0.6318837646394968, "loss_fcos_loc": 0.2687535579316318, "loss_mask": 0.642512321472168, "loss_maskiou": 0.006088972419092897, "loss_sem_seg": 0.41027089394629, "lr": 0.01, "mask_rcnn/accuracy": 0.6044757605863806, "mask_rcnn/false_negative": 0.07505452325023261, "mask_rcnn/false_positive": 0.7545436164488992, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.5, "time": 0.7991186063736677, "total_loss": 2.3270136217033723} {"data_time": 0.016781263053417206, "eta_seconds": 205062.48738629837, "iteration": 11939, "loss_fcos_cls": 0.3676356738433242, "loss_fcos_ctr": 0.6300037000328302, "loss_fcos_loc": 0.26164353312924504, "loss_mask": 0.6456181816756725, "loss_maskiou": 0.006648734837654047, "loss_sem_seg": 0.4092143587768078, "lr": 0.01, "mask_rcnn/accuracy": 0.5954057103610675, "mask_rcnn/false_negative": 0.05233288016235456, "mask_rcnn/false_positive": 0.8418404437460069, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 26.0, "time": 0.78926657512784, "total_loss": 2.3224833546119044} {"data_time": 0.015231737866997719, "eta_seconds": 205037.54608030245, "iteration": 11959, "loss_fcos_cls": 0.3742130557075143, "loss_fcos_ctr": 0.6302824523299932, "loss_fcos_loc": 0.2591482363641262, "loss_mask": 0.6414948310703039, "loss_maskiou": 0.005470360461913515, "loss_sem_seg": 0.42153962375596166, "lr": 0.01, "mask_rcnn/accuracy": 0.6382511337868482, "mask_rcnn/false_negative": 0.03128269362637769, "mask_rcnn/false_positive": 0.8622389584206949, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.5, "time": 0.7824535826221108, "total_loss": 2.3258040882938076} {"data_time": 0.015566655434668064, "eta_seconds": 205019.6753453957, "iteration": 11979, "loss_fcos_cls": 0.3616023543290794, "loss_fcos_ctr": 0.6332614701241255, "loss_fcos_loc": 0.27080308564472944, "loss_mask": 0.643356055021286, "loss_maskiou": 0.006596041319426149, "loss_sem_seg": 0.4302995838224888, "lr": 0.01, "mask_rcnn/accuracy": 0.6412639104554865, "mask_rcnn/false_negative": 0.04996178945355603, "mask_rcnn/false_positive": 0.859482559647216, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7978336038067937, "total_loss": 2.359429299176554} {"data_time": 0.01691294088959694, "eta_seconds": 205003.78364081774, "iteration": 11999, "loss_fcos_cls": 0.3798584984615445, "loss_fcos_ctr": 0.6308636050671339, "loss_fcos_loc": 0.25910052354447544, "loss_mask": 0.638090331107378, "loss_maskiou": 0.005957760906312615, "loss_sem_seg": 0.41525873914361, "lr": 0.01, "mask_rcnn/accuracy": 0.6005779611175575, "mask_rcnn/false_negative": 0.024543696190930615, "mask_rcnn/false_positive": 0.8753689721580784, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7852563243359327, "total_loss": 2.37372417817096} {"data_time": 0.01573549024760723, "eta_seconds": 204987.8919362398, "iteration": 12019, "loss_fcos_cls": 0.35003618290647864, "loss_fcos_ctr": 0.6314623467624187, "loss_fcos_loc": 0.26416870462708175, "loss_mask": 0.644295372068882, "loss_maskiou": 0.005947767858742736, "loss_sem_seg": 0.424638451077044, "lr": 0.01, "mask_rcnn/accuracy": 0.6070817688030268, "mask_rcnn/false_negative": 0.0829454064525807, "mask_rcnn/false_positive": 0.7886434392672426, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7943635964766145, "total_loss": 2.334758692435571} {"data_time": 0.01583902258425951, "eta_seconds": 204973.97864843532, "iteration": 12039, "loss_fcos_cls": 0.36847959039732814, "loss_fcos_ctr": 0.6307946867309511, "loss_fcos_loc": 0.26221441803500056, "loss_mask": 0.6447424404323101, "loss_maskiou": 0.005743360976339318, "loss_sem_seg": 0.3822042141109705, "lr": 0.01, "mask_rcnn/accuracy": 0.6265724735511087, "mask_rcnn/false_negative": 0.053787926166532454, "mask_rcnn/false_positive": 0.7460903302719015, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.8127668919041753, "total_loss": 2.2673630708741257} {"data_time": 0.017772842198610306, "eta_seconds": 204956.10852708388, "iteration": 12059, "loss_fcos_cls": 0.36010612547397614, "loss_fcos_ctr": 0.6322844568639994, "loss_fcos_loc": 0.26388775394298136, "loss_mask": 0.6451735273003578, "loss_maskiou": 0.006620475789532065, "loss_sem_seg": 0.39867705199867487, "lr": 0.01, "mask_rcnn/accuracy": 0.5920883844990988, "mask_rcnn/false_negative": 0.07560563623231739, "mask_rcnn/false_positive": 0.7746603346854597, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.5, "time": 0.7839904027059674, "total_loss": 2.339625605440233} {"data_time": 0.01583559438586235, "eta_seconds": 204942.19493250176, "iteration": 12079, "loss_fcos_cls": 0.3387270411476493, "loss_fcos_ctr": 0.6297497116029263, "loss_fcos_loc": 0.25116022396832705, "loss_mask": 0.6430000811815262, "loss_maskiou": 0.005672751751262695, "loss_sem_seg": 0.39721302688121796, "lr": 0.01, "mask_rcnn/accuracy": 0.6047181119845366, "mask_rcnn/false_negative": 0.04695921293375642, "mask_rcnn/false_positive": 0.8276376516101522, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7973422082141042, "total_loss": 2.2457036242703907} {"data_time": 0.015777885913848877, "eta_seconds": 204984.37861867156, "iteration": 12099, "loss_fcos_cls": 0.3606816860847175, "loss_fcos_ctr": 0.6301143215969205, "loss_fcos_loc": 0.2635514144785702, "loss_mask": 0.6425932720303535, "loss_maskiou": 0.005889041276532225, "loss_sem_seg": 0.40335007570683956, "lr": 0.01, "mask_rcnn/accuracy": 0.6418448331713638, "mask_rcnn/false_negative": 0.11856165558547432, "mask_rcnn/false_positive": 0.6497912129212324, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 30.75, "time": 0.7865147702395916, "total_loss": 2.3049315257085254} {"data_time": 0.01560926903039217, "eta_seconds": 204910.4112165682, "iteration": 12119, "loss_fcos_cls": 0.36568725388497114, "loss_fcos_ctr": 0.6324994564056396, "loss_fcos_loc": 0.2632180005311966, "loss_mask": 0.6395688839256763, "loss_maskiou": 0.006818036243203096, "loss_sem_seg": 0.4115493642166257, "lr": 0.01, "mask_rcnn/accuracy": 0.6131230376766091, "mask_rcnn/false_negative": 0.04110940254359312, "mask_rcnn/false_positive": 0.7716975289304195, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7936088209971786, "total_loss": 2.3213518631164334} {"data_time": 0.016272736713290215, "eta_seconds": 204995.91816031933, "iteration": 12139, "loss_fcos_cls": 0.34788992814719677, "loss_fcos_ctr": 0.6328436993062496, "loss_fcos_loc": 0.26933820580597967, "loss_mask": 0.6437308713793755, "loss_maskiou": 0.006828730489360169, "loss_sem_seg": 0.4193714936263859, "lr": 0.01, "mask_rcnn/accuracy": 0.5880183409570725, "mask_rcnn/false_negative": 0.0463189745635399, "mask_rcnn/false_positive": 0.7953798240721379, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 43.25, "time": 0.804262955673039, "total_loss": 2.315475417577545} {"data_time": 0.015719578601419926, "eta_seconds": 204878.62750063464, "iteration": 12159, "loss_fcos_cls": 0.37203768244944513, "loss_fcos_ctr": 0.632348760496825, "loss_fcos_loc": 0.2657246757298708, "loss_mask": 0.6452999673783779, "loss_maskiou": 0.007047175400657579, "loss_sem_seg": 0.3985588471405208, "lr": 0.01, "mask_rcnn/accuracy": 0.6339206843220464, "mask_rcnn/false_negative": 0.09990451644492337, "mask_rcnn/false_positive": 0.6803059632022744, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.25, "time": 0.769241638481617, "total_loss": 2.3423402858243207} {"data_time": 0.01607008371502161, "eta_seconds": 204920.7931719711, "iteration": 12179, "loss_fcos_cls": 0.3690295731648803, "loss_fcos_ctr": 0.6319077876396477, "loss_fcos_loc": 0.26060732174664736, "loss_mask": 0.6448371335864067, "loss_maskiou": 0.007252421768498607, "loss_sem_seg": 0.4247065996751189, "lr": 0.01, "mask_rcnn/accuracy": 0.6382851686640886, "mask_rcnn/false_negative": 0.09895871457424488, "mask_rcnn/false_positive": 0.6853213119142552, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 37.0, "time": 0.8074991889297962, "total_loss": 2.343551016499987} {"data_time": 0.01738846767693758, "eta_seconds": 204855.8841152871, "iteration": 12199, "loss_fcos_cls": 0.3579041245393455, "loss_fcos_ctr": 0.6326378919184208, "loss_fcos_loc": 0.2674791037570685, "loss_mask": 0.6478606313467026, "loss_maskiou": 0.006214089473360218, "loss_sem_seg": 0.39118606969714165, "lr": 0.01, "mask_rcnn/accuracy": 0.5911650008364002, "mask_rcnn/false_negative": 0.11204023087269459, "mask_rcnn/false_positive": 0.7839066927506126, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.75, "time": 0.7811258360743523, "total_loss": 2.3412022694174084} {"data_time": 0.017004700377583504, "eta_seconds": 204828.97489046026, "iteration": 12219, "loss_fcos_cls": 0.36433184146881104, "loss_fcos_ctr": 0.6309964335523546, "loss_fcos_loc": 0.26407704956363887, "loss_mask": 0.6470478773117065, "loss_maskiou": 0.005520097609405639, "loss_sem_seg": 0.3881028676405549, "lr": 0.01, "mask_rcnn/accuracy": 0.5885911981053098, "mask_rcnn/false_negative": 0.0770025572185933, "mask_rcnn/false_positive": 0.7826092328465865, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7875982504338026, "total_loss": 2.288305623398628} {"data_time": 0.016595758497714996, "eta_seconds": 204813.0831858823, "iteration": 12239, "loss_fcos_cls": 0.3614565418101847, "loss_fcos_ctr": 0.6331119891256094, "loss_fcos_loc": 0.26408697001170367, "loss_mask": 0.643794909119606, "loss_maskiou": 0.006621128210099414, "loss_sem_seg": 0.40450963750481606, "lr": 0.01, "mask_rcnn/accuracy": 0.5887438904133082, "mask_rcnn/false_negative": 0.10745866515446467, "mask_rcnn/false_positive": 0.7549229031817777, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.7907153517007828, "total_loss": 2.2826930020019063} {"data_time": 0.01650233566761017, "eta_seconds": 204785.9571286766, "iteration": 12259, "loss_fcos_cls": 0.3521972927264869, "loss_fcos_ctr": 0.6284785876050591, "loss_fcos_loc": 0.25851282477378845, "loss_mask": 0.6389642469584942, "loss_maskiou": 0.006126344291260466, "loss_sem_seg": 0.3850876339711249, "lr": 0.01, "mask_rcnn/accuracy": 0.6186813905064847, "mask_rcnn/false_negative": 0.021141539753694493, "mask_rcnn/false_positive": 0.8770923755514072, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 42.5, "time": 0.7788863927125931, "total_loss": 2.2577180657099234} {"data_time": 0.016916695050895214, "eta_seconds": 204685.87687480543, "iteration": 12279, "loss_fcos_cls": 0.34777405159547925, "loss_fcos_ctr": 0.6330279086250812, "loss_fcos_loc": 0.2694378546439111, "loss_mask": 0.6479293219745159, "loss_maskiou": 0.007187900977442041, "loss_sem_seg": 0.4039118094369769, "lr": 0.01, "mask_rcnn/accuracy": 0.6010554788357474, "mask_rcnn/false_negative": 0.030660632602346014, "mask_rcnn/false_positive": 0.8507146283222331, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.25, "time": 0.7972479900345206, "total_loss": 2.31302397834952} {"data_time": 0.016787327826023102, "eta_seconds": 204669.99257535953, "iteration": 12299, "loss_fcos_cls": 0.3718029574956745, "loss_fcos_ctr": 0.6294034188613296, "loss_fcos_loc": 0.25567286484874785, "loss_mask": 0.6368515715003014, "loss_maskiou": 0.006493326785857789, "loss_sem_seg": 0.4063253980129957, "lr": 0.01, "mask_rcnn/accuracy": 0.6531439323449745, "mask_rcnn/false_negative": 0.04363453054514082, "mask_rcnn/false_positive": 0.7794951815261062, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 28.75, "time": 0.8030292987823486, "total_loss": 2.286450730091019} {"data_time": 0.015077274292707443, "eta_seconds": 204608.28714558762, "iteration": 12319, "loss_fcos_cls": 0.3575755904894322, "loss_fcos_ctr": 0.6315459227189422, "loss_fcos_loc": 0.27062844950705767, "loss_mask": 0.6584916226565838, "loss_maskiou": 0.005951153063506354, "loss_sem_seg": 0.44015401927754283, "lr": 0.01, "mask_rcnn/accuracy": 0.584645350075514, "mask_rcnn/false_negative": 0.04182148528872579, "mask_rcnn/false_positive": 0.807120989266797, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.0, "time": 0.7882948080077767, "total_loss": 2.3612221002404112} {"data_time": 0.01593211479485035, "eta_seconds": 204638.22397646774, "iteration": 12339, "loss_fcos_cls": 0.35998794296756387, "loss_fcos_ctr": 0.6311513646505773, "loss_fcos_loc": 0.26745995972305536, "loss_mask": 0.6394904851913452, "loss_maskiou": 0.006245790122193284, "loss_sem_seg": 0.4034732384607196, "lr": 0.01, "mask_rcnn/accuracy": 0.6127578748890861, "mask_rcnn/false_negative": 0.027152196869255782, "mask_rcnn/false_positive": 0.852680004716831, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 36.75, "time": 0.7933605639263988, "total_loss": 2.2964772060513496} {"data_time": 0.01619842555373907, "eta_seconds": 204573.22471032105, "iteration": 12359, "loss_fcos_cls": 0.36098037427291274, "loss_fcos_ctr": 0.6337705506011844, "loss_fcos_loc": 0.26702757040038705, "loss_mask": 0.6430213861167431, "loss_maskiou": 0.0065317457028868375, "loss_sem_seg": 0.3904555179178715, "lr": 0.01, "mask_rcnn/accuracy": 0.6356088088465109, "mask_rcnn/false_negative": 0.04666088458070414, "mask_rcnn/false_positive": 0.8137432801194269, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.7879112819209695, "total_loss": 2.3164633507694816} {"data_time": 0.015346980653703213, "eta_seconds": 204557.34422354214, "iteration": 12379, "loss_fcos_cls": 0.36236042249947786, "loss_fcos_ctr": 0.6306569543667138, "loss_fcos_loc": 0.26423215225804597, "loss_mask": 0.6448803506791592, "loss_maskiou": 0.006223034914000891, "loss_sem_seg": 0.40439447900280356, "lr": 0.01, "mask_rcnn/accuracy": 0.6268565352970457, "mask_rcnn/false_negative": 0.04156262631289759, "mask_rcnn/false_positive": 0.8561876545850233, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.795362900942564, "total_loss": 2.3366889197204728} {"data_time": 0.016542340628802776, "eta_seconds": 204503.37880327832, "iteration": 12399, "loss_fcos_cls": 0.35967359179630876, "loss_fcos_ctr": 0.6282746559008956, "loss_fcos_loc": 0.25490591023117304, "loss_mask": 0.6460945531725883, "loss_maskiou": 0.006383315047060023, "loss_sem_seg": 0.39954310609027743, "lr": 0.01, "mask_rcnn/accuracy": 0.6201210459912121, "mask_rcnn/false_negative": 0.022303640089479503, "mask_rcnn/false_positive": 0.8709166549085017, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7993337027728558, "total_loss": 2.330673729959017} {"data_time": 0.016091051511466503, "eta_seconds": 204525.5832499843, "iteration": 12419, "loss_fcos_cls": 0.3556042015552521, "loss_fcos_ctr": 0.6327862041071057, "loss_fcos_loc": 0.2701816391199827, "loss_mask": 0.6470667719841003, "loss_maskiou": 0.0063387081027030945, "loss_sem_seg": 0.43292084243148565, "lr": 0.01, "mask_rcnn/accuracy": 0.5863739963198393, "mask_rcnn/false_negative": 0.032950890249854384, "mask_rcnn/false_positive": 0.8464326432731655, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.25, "time": 0.7999125998467207, "total_loss": 2.3615905652259244} {"data_time": 0.01645392645150423, "eta_seconds": 204509.7027632054, "iteration": 12439, "loss_fcos_cls": 0.3531952684279531, "loss_fcos_ctr": 0.6259769895114005, "loss_fcos_loc": 0.250910977832973, "loss_mask": 0.6444831602275372, "loss_maskiou": 0.005979525958537124, "loss_sem_seg": 0.3643692033365369, "lr": 0.01, "mask_rcnn/accuracy": 0.6027020546590729, "mask_rcnn/false_negative": 0.05070285828904596, "mask_rcnn/false_positive": 0.7760032894099003, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 34.0, "time": 0.7866793777793646, "total_loss": 2.2943782384245424} {"data_time": 0.016841554082930088, "eta_seconds": 204508.27154586464, "iteration": 12459, "loss_fcos_cls": 0.3663253425620496, "loss_fcos_ctr": 0.631321975030005, "loss_fcos_loc": 0.25989158649463207, "loss_mask": 0.6464163884520531, "loss_maskiou": 0.005967590019281488, "loss_sem_seg": 0.39433861151337624, "lr": 0.01, "mask_rcnn/accuracy": 0.6011423998053169, "mask_rcnn/false_negative": 0.07616027388864524, "mask_rcnn/false_positive": 0.7450347329440886, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.75, "time": 0.8007261781021953, "total_loss": 2.296348693125765} {"data_time": 0.014430446550250053, "eta_seconds": 204611.5577727724, "iteration": 12479, "loss_fcos_cls": 0.3548652366735041, "loss_fcos_ctr": 0.6300745792686939, "loss_fcos_loc": 0.262777600903064, "loss_mask": 0.647926677018404, "loss_maskiou": 0.006313249599770643, "loss_sem_seg": 0.39528687624260783, "lr": 0.01, "mask_rcnn/accuracy": 0.600084663763909, "mask_rcnn/false_negative": 0.0628414181552237, "mask_rcnn/false_positive": 0.7647626257761149, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.0, "time": 0.7971110958606005, "total_loss": 2.3092794177209726} {"data_time": 0.015172522515058517, "eta_seconds": 204513.9223392075, "iteration": 12499, "loss_fcos_cls": 0.3610112532041967, "loss_fcos_ctr": 0.6319780042394996, "loss_fcos_loc": 0.25904756132513285, "loss_mask": 0.6393586918711662, "loss_maskiou": 0.006462454854045063, "loss_sem_seg": 0.40029764734208584, "lr": 0.01, "mask_rcnn/accuracy": 0.6064200784276528, "mask_rcnn/false_negative": 0.031997356402872795, "mask_rcnn/false_positive": 0.8433948140129517, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7830539559945464, "total_loss": 2.2734618446265813} {"data_time": 0.017097093164920807, "eta_seconds": 204579.77604502626, "iteration": 12519, "loss_fcos_cls": 0.37038270104676485, "loss_fcos_ctr": 0.6316584595479071, "loss_fcos_loc": 0.2612118641845882, "loss_mask": 0.6431411728262901, "loss_maskiou": 0.006555701402248815, "loss_sem_seg": 0.3980579897761345, "lr": 0.01, "mask_rcnn/accuracy": 0.5978499753170806, "mask_rcnn/false_negative": 0.10368012557848705, "mask_rcnn/false_positive": 0.7353676444609494, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.8034103102982044, "total_loss": 2.329257097291702} {"data_time": 0.016612598672509193, "eta_seconds": 204634.65866181906, "iteration": 12539, "loss_fcos_cls": 0.3503881967626512, "loss_fcos_ctr": 0.6322632040828466, "loss_fcos_loc": 0.26285941735841334, "loss_mask": 0.6494702436029911, "loss_maskiou": 0.006167445884784684, "loss_sem_seg": 0.38922999054193497, "lr": 0.01, "mask_rcnn/accuracy": 0.6046730055658627, "mask_rcnn/false_negative": 0.06998181283903092, "mask_rcnn/false_positive": 0.7897955516288195, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.81070208363235, "total_loss": 2.3023068142065313} {"data_time": 0.01637182105332613, "eta_seconds": 204518.83750841953, "iteration": 12559, "loss_fcos_cls": 0.3533451803959906, "loss_fcos_ctr": 0.6309277936816216, "loss_fcos_loc": 0.2629148745909333, "loss_mask": 0.644080676138401, "loss_maskiou": 0.006013745631207712, "loss_sem_seg": 0.39540760358795524, "lr": 0.01, "mask_rcnn/accuracy": 0.5929153637261355, "mask_rcnn/false_negative": 0.02776710537693767, "mask_rcnn/false_positive": 0.8902489834344891, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.75, "time": 0.7866936596110463, "total_loss": 2.2767742146679666} {"data_time": 0.0155852772295475, "eta_seconds": 204401.76844059583, "iteration": 12579, "loss_fcos_cls": 0.35216412553563714, "loss_fcos_ctr": 0.6320434734225273, "loss_fcos_loc": 0.26508749841013923, "loss_mask": 0.6465302184224129, "loss_maskiou": 0.0062745349714532495, "loss_sem_seg": 0.42914323043078184, "lr": 0.01, "mask_rcnn/accuracy": 0.6468374180029154, "mask_rcnn/false_negative": 0.03464937708490113, "mask_rcnn/false_positive": 0.8290030472135135, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.75, "time": 0.7876984188333154, "total_loss": 2.3024009615255636} {"data_time": 0.017790863290429115, "eta_seconds": 204363.69195657037, "iteration": 12599, "loss_fcos_cls": 0.3516810345463455, "loss_fcos_ctr": 0.6310845399275422, "loss_fcos_loc": 0.261637480231002, "loss_mask": 0.6441686674952507, "loss_maskiou": 0.006270767640671693, "loss_sem_seg": 0.37670042738318443, "lr": 0.01, "mask_rcnn/accuracy": 0.5963659531352864, "mask_rcnn/false_negative": 0.09978179440132426, "mask_rcnn/false_positive": 0.7682909642152025, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7650437820702791, "total_loss": 2.252760199145996} {"data_time": 0.01849774830043316, "eta_seconds": 204330.61029346287, "iteration": 12619, "loss_fcos_cls": 0.3476365141104907, "loss_fcos_ctr": 0.6313756750896573, "loss_fcos_loc": 0.2605524886166677, "loss_mask": 0.6406796351075172, "loss_maskiou": 0.00562030357104959, "loss_sem_seg": 0.3641401189379394, "lr": 0.01, "mask_rcnn/accuracy": 0.6118265845664108, "mask_rcnn/false_negative": 0.022013503942811256, "mask_rcnn/false_positive": 0.8784447480579756, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7731124320998788, "total_loss": 2.234992975339992} {"data_time": 0.01604118850082159, "eta_seconds": 204331.93393046223, "iteration": 12639, "loss_fcos_cls": 0.3425205312669277, "loss_fcos_ctr": 0.6325688045471907, "loss_fcos_loc": 0.26656950800679624, "loss_mask": 0.6444661114364862, "loss_maskiou": 0.006256436885450967, "loss_sem_seg": 0.362479614559561, "lr": 0.01, "mask_rcnn/accuracy": 0.6094728199250714, "mask_rcnn/false_negative": 0.03508880803109398, "mask_rcnn/false_positive": 0.8514303753488448, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.75, "time": 0.8043756168335676, "total_loss": 2.255634121102048} {"data_time": 0.016798670403659344, "eta_seconds": 204316.05491740815, "iteration": 12659, "loss_fcos_cls": 0.36568585224449635, "loss_fcos_ctr": 0.6336696268990636, "loss_fcos_loc": 0.27292241051327437, "loss_mask": 0.642732672393322, "loss_maskiou": 0.006331204378511757, "loss_sem_seg": 0.40154546732082963, "lr": 0.01, "mask_rcnn/accuracy": 0.6315423480818765, "mask_rcnn/false_negative": 0.06491918531192963, "mask_rcnn/false_positive": 0.8060298107490911, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7917496720328927, "total_loss": 2.3467007262770494} {"data_time": 0.016904795542359352, "eta_seconds": 204271.26155090425, "iteration": 12679, "loss_fcos_cls": 0.3512495984323323, "loss_fcos_ctr": 0.6281519420444965, "loss_fcos_loc": 0.24573567474726588, "loss_mask": 0.640835590660572, "loss_maskiou": 0.006470487634942401, "loss_sem_seg": 0.424132882617414, "lr": 0.01, "mask_rcnn/accuracy": 0.613775903273482, "mask_rcnn/false_negative": 0.04260077939299385, "mask_rcnn/false_positive": 0.8619846915195079, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7952890871092677, "total_loss": 2.30059430966503} {"data_time": 0.019340436905622482, "eta_seconds": 204255.38478518743, "iteration": 12699, "loss_fcos_cls": 0.3602925492450595, "loss_fcos_ctr": 0.6313855368643999, "loss_fcos_loc": 0.25428565312176943, "loss_mask": 0.641900260001421, "loss_maskiou": 0.00616900778550189, "loss_sem_seg": 0.41520016780123115, "lr": 0.01, "mask_rcnn/accuracy": 0.6036284553503941, "mask_rcnn/false_negative": 0.027345802029678998, "mask_rcnn/false_positive": 0.8708125646377688, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.75, "time": 0.7948001967743039, "total_loss": 2.337795624654973} {"data_time": 0.017413093708455563, "eta_seconds": 204249.3383251084, "iteration": 12719, "loss_fcos_cls": 0.36957858270034194, "loss_fcos_ctr": 0.6308014788664877, "loss_fcos_loc": 0.2592476607533172, "loss_mask": 0.6383847296237946, "loss_maskiou": 0.006499474446172826, "loss_sem_seg": 0.41085273306816816, "lr": 0.01, "mask_rcnn/accuracy": 0.6428660005668935, "mask_rcnn/false_negative": 0.07690058658238366, "mask_rcnn/false_positive": 0.707372799285861, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7973144883289933, "total_loss": 2.312159808789147} {"data_time": 0.015818444080650806, "eta_seconds": 204252.53886519186, "iteration": 12739, "loss_fcos_cls": 0.35384728014469147, "loss_fcos_ctr": 0.6319745928049088, "loss_fcos_loc": 0.2642875104211271, "loss_mask": 0.6422320790588856, "loss_maskiou": 0.0064556383731542155, "loss_sem_seg": 0.4147853134199977, "lr": 0.01, "mask_rcnn/accuracy": 0.6463937847866419, "mask_rcnn/false_negative": 0.028249712735289888, "mask_rcnn/false_positive": 0.8424829556800113, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.8030960410833359, "total_loss": 2.3373370068293298} {"data_time": 0.015743295662105083, "eta_seconds": 204258.84180166852, "iteration": 12759, "loss_fcos_cls": 0.36596534214913845, "loss_fcos_ctr": 0.632798308506608, "loss_fcos_loc": 0.26204774249345064, "loss_mask": 0.6495656296610832, "loss_maskiou": 0.005971753620542586, "loss_sem_seg": 0.39861357398331165, "lr": 0.01, "mask_rcnn/accuracy": 0.5906266352694924, "mask_rcnn/false_negative": 0.09533476703492699, "mask_rcnn/false_positive": 0.8173197121650205, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.8058066358789802, "total_loss": 2.311595128499903} {"data_time": 0.016505454666912556, "eta_seconds": 204191.87772232015, "iteration": 12779, "loss_fcos_cls": 0.34585231775417924, "loss_fcos_ctr": 0.6308578411117196, "loss_fcos_loc": 0.258696113480255, "loss_mask": 0.6440243758261204, "loss_maskiou": 0.006563624789123423, "loss_sem_seg": 0.3890590781811625, "lr": 0.01, "mask_rcnn/accuracy": 0.6245563442768411, "mask_rcnn/false_negative": 0.06436089739160096, "mask_rcnn/false_positive": 0.810436188955843, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7781383395195007, "total_loss": 2.3043247235909803} {"data_time": 0.015796189196407795, "eta_seconds": 204185.82820556592, "iteration": 12799, "loss_fcos_cls": 0.35560906887985766, "loss_fcos_ctr": 0.6295458013191819, "loss_fcos_loc": 0.26379203039687127, "loss_mask": 0.6419189460575581, "loss_maskiou": 0.006502648497871633, "loss_sem_seg": 0.3992035575211048, "lr": 0.01, "mask_rcnn/accuracy": 0.6340374899959984, "mask_rcnn/false_negative": 0.050557766812780194, "mask_rcnn/false_positive": 0.7763270250208089, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.7882426707074046, "total_loss": 2.2823282062163344} {"data_time": 0.016142243519425392, "eta_seconds": 204160.1241908865, "iteration": 12819, "loss_fcos_cls": 0.364784914534539, "loss_fcos_ctr": 0.6313254539854825, "loss_fcos_loc": 0.2620511065470055, "loss_mask": 0.6414980739355087, "loss_maskiou": 0.006602753936022054, "loss_sem_seg": 0.4133026865310967, "lr": 0.01, "mask_rcnn/accuracy": 0.6232267297162768, "mask_rcnn/false_negative": 0.09180139184768868, "mask_rcnn/false_positive": 0.7430822756585536, "roi_head/num_bg_samples": 81.0, "roi_head/num_fg_samples": 23.5, "time": 0.7923891637474298, "total_loss": 2.33932183739671} {"data_time": 0.017477584071457386, "eta_seconds": 204173.1437999215, "iteration": 12839, "loss_fcos_cls": 0.35889899847097695, "loss_fcos_ctr": 0.6311959605664015, "loss_fcos_loc": 0.2636146182194352, "loss_mask": 0.6438697539269924, "loss_maskiou": 0.006697639953927137, "loss_sem_seg": 0.46169045148417354, "lr": 0.01, "mask_rcnn/accuracy": 0.6237226571663148, "mask_rcnn/false_negative": 0.05989301989606115, "mask_rcnn/false_positive": 0.7861664865521889, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.25, "time": 0.8003366971388459, "total_loss": 2.3679341086899512} {"data_time": 0.017167397774755955, "eta_seconds": 204140.078177765, "iteration": 12859, "loss_fcos_cls": 0.3635310288518667, "loss_fcos_ctr": 0.6302453011739999, "loss_fcos_loc": 0.26293280464597046, "loss_mask": 0.6414991579949856, "loss_maskiou": 0.00633339025080204, "loss_sem_seg": 0.3836698289960623, "lr": 0.01, "mask_rcnn/accuracy": 0.6166332604470359, "mask_rcnn/false_negative": 0.04862578715313227, "mask_rcnn/false_positive": 0.7827903616284694, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.5, "time": 0.7935372469946742, "total_loss": 2.297077031518711} {"data_time": 0.016652737744152546, "eta_seconds": 204124.20050145686, "iteration": 12879, "loss_fcos_cls": 0.34109419491142035, "loss_fcos_ctr": 0.6324358154088259, "loss_fcos_loc": 0.26177963672671467, "loss_mask": 0.6478254571557045, "loss_maskiou": 0.006211539970536251, "loss_sem_seg": 0.43287093844264746, "lr": 0.01, "mask_rcnn/accuracy": 0.5940774883559695, "mask_rcnn/false_negative": 0.06009043523281204, "mask_rcnn/false_positive": 0.8315985448127436, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 33.5, "time": 0.7949116975069046, "total_loss": 2.292408456109115} {"data_time": 0.01640564762055874, "eta_seconds": 204108.3228251487, "iteration": 12899, "loss_fcos_cls": 0.3595597499515861, "loss_fcos_ctr": 0.6327432151883841, "loss_fcos_loc": 0.2571392538957298, "loss_mask": 0.6426810212433338, "loss_maskiou": 0.006615662481635809, "loss_sem_seg": 0.3799357693642378, "lr": 0.01, "mask_rcnn/accuracy": 0.6105850804317081, "mask_rcnn/false_negative": 0.04374697045723104, "mask_rcnn/false_positive": 0.7863267280529505, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.7983219483867288, "total_loss": 2.2654734700918198} {"data_time": 0.016703831031918526, "eta_seconds": 204090.5630262522, "iteration": 12919, "loss_fcos_cls": 0.342923728749156, "loss_fcos_ctr": 0.6315705962479115, "loss_fcos_loc": 0.2553642016137019, "loss_mask": 0.6417837776243687, "loss_maskiou": 0.006316497863736004, "loss_sem_seg": 0.37032086588442326, "lr": 0.01, "mask_rcnn/accuracy": 0.608665107763454, "mask_rcnn/false_negative": 0.04735264081362629, "mask_rcnn/false_positive": 0.8224992362451018, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.788602122105658, "total_loss": 2.24738522831467} {"data_time": 0.01732460781931877, "eta_seconds": 204074.68549636658, "iteration": 12939, "loss_fcos_cls": 0.34432248678058386, "loss_fcos_ctr": 0.6298309406265616, "loss_fcos_loc": 0.2584542571566999, "loss_mask": 0.6471166163682938, "loss_maskiou": 0.006286959607678, "loss_sem_seg": 0.3934284755960107, "lr": 0.01, "mask_rcnn/accuracy": 0.5879211533098088, "mask_rcnn/false_negative": 0.030702903816622343, "mask_rcnn/false_positive": 0.8734502671812512, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.5, "time": 0.791977996006608, "total_loss": 2.282562050400884} {"data_time": 0.01650288887321949, "eta_seconds": 204058.80796648096, "iteration": 12959, "loss_fcos_cls": 0.364453655667603, "loss_fcos_ctr": 0.6287277042865753, "loss_fcos_loc": 0.25947538251057267, "loss_mask": 0.6413969099521637, "loss_maskiou": 0.006403831837815233, "loss_sem_seg": 0.4022641023620963, "lr": 0.01, "mask_rcnn/accuracy": 0.6118058601645786, "mask_rcnn/false_negative": 0.08691351070567371, "mask_rcnn/false_positive": 0.8004295220105717, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.5, "time": 0.7808447368443012, "total_loss": 2.298750043497421} {"data_time": 0.015818193554878235, "eta_seconds": 204042.93043659534, "iteration": 12979, "loss_fcos_cls": 0.35132751474156976, "loss_fcos_ctr": 0.6299977945163846, "loss_fcos_loc": 0.2535327470395714, "loss_mask": 0.6457931324839592, "loss_maskiou": 0.006077789003029466, "loss_sem_seg": 0.3868784997612238, "lr": 0.01, "mask_rcnn/accuracy": 0.6157733473824312, "mask_rcnn/false_negative": 0.06585648462253255, "mask_rcnn/false_positive": 0.7630351233788937, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.7983521046116948, "total_loss": 2.284392132984067} {"data_time": 0.017390796914696693, "eta_seconds": 204036.18366228696, "iteration": 12999, "loss_fcos_cls": 0.3481998457573354, "loss_fcos_ctr": 0.6323463972657919, "loss_fcos_loc": 0.2646941663697362, "loss_mask": 0.6460097581148148, "loss_maskiou": 0.0063913670455804095, "loss_sem_seg": 0.3703520903363824, "lr": 0.01, "mask_rcnn/accuracy": 0.5856180247403554, "mask_rcnn/false_negative": 0.10332832698567049, "mask_rcnn/false_positive": 0.7741058385517672, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7936954563483596, "total_loss": 2.2934517771354876} {"data_time": 0.015201232396066189, "eta_seconds": 204011.1753768241, "iteration": 13019, "loss_fcos_cls": 0.35044987639412284, "loss_fcos_ctr": 0.6304507665336132, "loss_fcos_loc": 0.2654476910829544, "loss_mask": 0.646926611661911, "loss_maskiou": 0.00609402812551707, "loss_sem_seg": 0.4877147916704416, "lr": 0.01, "mask_rcnn/accuracy": 0.6177273433411827, "mask_rcnn/false_negative": 0.031528732191097204, "mask_rcnn/false_positive": 0.8451176427822402, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.25, "time": 0.7867623185738921, "total_loss": 2.3677601954550482} {"data_time": 0.01633832138031721, "eta_seconds": 203946.92156397644, "iteration": 13039, "loss_fcos_cls": 0.34767488797660917, "loss_fcos_ctr": 0.6307825334370136, "loss_fcos_loc": 0.259981025243178, "loss_mask": 0.6426125429570675, "loss_maskiou": 0.00569532738882117, "loss_sem_seg": 0.3634835034608841, "lr": 0.01, "mask_rcnn/accuracy": 0.5893539157749138, "mask_rcnn/false_negative": 0.07866159725321764, "mask_rcnn/false_positive": 0.807061419975605, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.803126497194171, "total_loss": 2.258011235655431} {"data_time": 0.01601106859743595, "eta_seconds": 203987.96075394843, "iteration": 13059, "loss_fcos_cls": 0.3454260085709393, "loss_fcos_ctr": 0.6304171045776457, "loss_fcos_loc": 0.26032009441405535, "loss_mask": 0.6432369947433472, "loss_maskiou": 0.0061524286575149745, "loss_sem_seg": 0.44398947013542056, "lr": 0.01, "mask_rcnn/accuracy": 0.590444737250246, "mask_rcnn/false_negative": 0.05750609460788162, "mask_rcnn/false_positive": 0.7844482826761486, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.7988708112388849, "total_loss": 2.3352469876990654} {"data_time": 0.015453148633241653, "eta_seconds": 203972.08255928475, "iteration": 13079, "loss_fcos_cls": 0.35754378070123494, "loss_fcos_ctr": 0.6321364073082805, "loss_fcos_loc": 0.25554025638848543, "loss_mask": 0.6475039981305599, "loss_maskiou": 0.006061937121558003, "loss_sem_seg": 0.42176021449267864, "lr": 0.01, "mask_rcnn/accuracy": 0.6245737422876128, "mask_rcnn/false_negative": 0.022291088133066413, "mask_rcnn/false_positive": 0.8472650926734427, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 34.25, "time": 0.8053385773673654, "total_loss": 2.3326121784484712} {"data_time": 0.017020711675286293, "eta_seconds": 203986.5216649128, "iteration": 13099, "loss_fcos_cls": 0.3706208225339651, "loss_fcos_ctr": 0.6294815810397267, "loss_fcos_loc": 0.2642326371278614, "loss_mask": 0.644702784717083, "loss_maskiou": 0.0061936054880789015, "loss_sem_seg": 0.39080953039228916, "lr": 0.01, "mask_rcnn/accuracy": 0.620857134381992, "mask_rcnn/false_negative": 0.029608716964769924, "mask_rcnn/false_positive": 0.8320491294983068, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.5, "time": 0.7990987738594413, "total_loss": 2.2829209677693143} {"data_time": 0.01707406062632799, "eta_seconds": 203970.64111001696, "iteration": 13119, "loss_fcos_cls": 0.371423433534801, "loss_fcos_ctr": 0.6309223175048828, "loss_fcos_loc": 0.2597003453411162, "loss_mask": 0.6426880061626434, "loss_maskiou": 0.006061679821868893, "loss_sem_seg": 0.37545599695295095, "lr": 0.01, "mask_rcnn/accuracy": 0.5986898996886891, "mask_rcnn/false_negative": 0.03284018920283409, "mask_rcnn/false_positive": 0.84857693232021, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7915396187454462, "total_loss": 2.2901113198386156} {"data_time": 0.01674305833876133, "eta_seconds": 203915.91019751038, "iteration": 13139, "loss_fcos_cls": 0.34569554775953293, "loss_fcos_ctr": 0.6286397180519998, "loss_fcos_loc": 0.2572636855766177, "loss_mask": 0.646102100610733, "loss_maskiou": 0.0054639840964227915, "loss_sem_seg": 0.38442647689953446, "lr": 0.01, "mask_rcnn/accuracy": 0.5917129031555723, "mask_rcnn/false_negative": 0.0843202648475595, "mask_rcnn/false_positive": 0.8158892759799037, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.5, "time": 0.7950662057846785, "total_loss": 2.2718931180716027} {"data_time": 0.01600799895823002, "eta_seconds": 203925.7363385437, "iteration": 13159, "loss_fcos_cls": 0.3494277694262564, "loss_fcos_ctr": 0.6327567202970386, "loss_fcos_loc": 0.2645226283930242, "loss_mask": 0.6434924453496933, "loss_maskiou": 0.005923330449149944, "loss_sem_seg": 0.3754820090252906, "lr": 0.01, "mask_rcnn/accuracy": 0.6017417187739758, "mask_rcnn/false_negative": 0.023827611958144448, "mask_rcnn/false_positive": 0.8747072381366942, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.5, "time": 0.79589984100312, "total_loss": 2.2861335090165085} {"data_time": 0.015605637803673744, "eta_seconds": 203909.8568071341, "iteration": 13179, "loss_fcos_cls": 0.34095371584407985, "loss_fcos_ctr": 0.6320574977435172, "loss_fcos_loc": 0.254291684133932, "loss_mask": 0.644567608833313, "loss_maskiou": 0.005878056661458686, "loss_sem_seg": 0.4349394920282066, "lr": 0.01, "mask_rcnn/accuracy": 0.6012181702705897, "mask_rcnn/false_negative": 0.026945264042736436, "mask_rcnn/false_positive": 0.8636052686030682, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.5, "time": 0.7986966809257865, "total_loss": 2.321411661148886} {"data_time": 0.015007732436060905, "eta_seconds": 203916.87871814426, "iteration": 13199, "loss_fcos_cls": 0.3643175261095166, "loss_fcos_ctr": 0.6291769985109568, "loss_fcos_loc": 0.2578416640171781, "loss_mask": 0.6465107128024101, "loss_maskiou": 0.00578086927998811, "loss_sem_seg": 0.4318044586107135, "lr": 0.01, "mask_rcnn/accuracy": 0.5945582520523973, "mask_rcnn/false_negative": 0.08906485071538234, "mask_rcnn/false_positive": 0.8040883843124713, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 26.25, "time": 0.7966235848143697, "total_loss": 2.3271460865362315} {"data_time": 0.016863609664142132, "eta_seconds": 203918.86662707478, "iteration": 13219, "loss_fcos_cls": 0.3441980534698814, "loss_fcos_ctr": 0.6287650568410754, "loss_fcos_loc": 0.25775737734511495, "loss_mask": 0.647226233035326, "loss_maskiou": 0.00634563117637299, "loss_sem_seg": 0.43366857152432203, "lr": 0.01, "mask_rcnn/accuracy": 0.6242724544155562, "mask_rcnn/false_negative": 0.09846374448163808, "mask_rcnn/false_positive": 0.7397536779914518, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.788545647636056, "total_loss": 2.346484140623943} {"data_time": 0.016927046701312065, "eta_seconds": 203924.7033761032, "iteration": 13239, "loss_fcos_cls": 0.35060854395851493, "loss_fcos_ctr": 0.6310280663892627, "loss_fcos_loc": 0.2573824223363772, "loss_mask": 0.6418540365993977, "loss_maskiou": 0.006788027050788514, "loss_sem_seg": 0.38921549962833524, "lr": 0.01, "mask_rcnn/accuracy": 0.6167766923842708, "mask_rcnn/false_negative": 0.024963672628629377, "mask_rcnn/false_positive": 0.873564000488493, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7959553245455027, "total_loss": 2.2967204057058552} {"data_time": 0.015124717727303505, "eta_seconds": 203933.4299566634, "iteration": 13259, "loss_fcos_cls": 0.35004502395167947, "loss_fcos_ctr": 0.631939010694623, "loss_fcos_loc": 0.25386901339516044, "loss_mask": 0.6433820575475693, "loss_maskiou": 0.0061567741195176495, "loss_sem_seg": 0.43023517169058323, "lr": 0.01, "mask_rcnn/accuracy": 0.610882779037541, "mask_rcnn/false_negative": 0.0271644133307045, "mask_rcnn/false_positive": 0.8668540082989614, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7926435498520732, "total_loss": 2.3052223594058887} {"data_time": 0.016226254403591156, "eta_seconds": 203865.45524074044, "iteration": 13279, "loss_fcos_cls": 0.36130196740850806, "loss_fcos_ctr": 0.6294055078178644, "loss_fcos_loc": 0.2579044688027352, "loss_mask": 0.6440345011651516, "loss_maskiou": 0.006084014952648431, "loss_sem_seg": 0.38382769748568535, "lr": 0.01, "mask_rcnn/accuracy": 0.5968355199222546, "mask_rcnn/false_negative": 0.04444009298101584, "mask_rcnn/false_positive": 0.8201867845549895, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7921404987573624, "total_loss": 2.265434578745044} {"data_time": 0.015982169657945633, "eta_seconds": 203849.5729829399, "iteration": 13299, "loss_fcos_cls": 0.3635133355855942, "loss_fcos_ctr": 0.6301267291419208, "loss_fcos_loc": 0.26340872747823596, "loss_mask": 0.6450098231434822, "loss_maskiou": 0.005916954949498177, "loss_sem_seg": 0.4158454879652709, "lr": 0.01, "mask_rcnn/accuracy": 0.5861787022501308, "mask_rcnn/false_negative": 0.06448829290704809, "mask_rcnn/false_positive": 0.8063463530900286, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 30.25, "time": 0.8079886874184012, "total_loss": 2.3159568009141367} {"data_time": 0.016379610635340214, "eta_seconds": 203839.45309311897, "iteration": 13319, "loss_fcos_cls": 0.35414835333358496, "loss_fcos_ctr": 0.6270769331604242, "loss_fcos_loc": 0.25734930904582143, "loss_mask": 0.6461451537907124, "loss_maskiou": 0.006271323669352569, "loss_sem_seg": 0.4244168666191399, "lr": 0.01, "mask_rcnn/accuracy": 0.589503969535373, "mask_rcnn/false_negative": 0.10161210992370337, "mask_rcnn/false_positive": 0.7494607608276882, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 39.5, "time": 0.7937217820435762, "total_loss": 2.313309911187389} {"data_time": 0.014613893814384937, "eta_seconds": 203869.8846935518, "iteration": 13339, "loss_fcos_cls": 0.36361530027352273, "loss_fcos_ctr": 0.6293953191488981, "loss_fcos_loc": 0.25428912590723485, "loss_mask": 0.6400558799505234, "loss_maskiou": 0.006336258644296322, "loss_sem_seg": 0.46262066694907844, "lr": 0.01, "mask_rcnn/accuracy": 0.6027694702307236, "mask_rcnn/false_negative": 0.06678895768053758, "mask_rcnn/false_positive": 0.8087956278772809, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.8136039273813367, "total_loss": 2.304794155374111} {"data_time": 0.01706402376294136, "eta_seconds": 203829.3969845362, "iteration": 13359, "loss_fcos_cls": 0.37470798124559224, "loss_fcos_ctr": 0.6345626944676042, "loss_fcos_loc": 0.26154375611804426, "loss_mask": 0.6407669484615326, "loss_maskiou": 0.006069573108106852, "loss_sem_seg": 0.40842781867831945, "lr": 0.01, "mask_rcnn/accuracy": 0.6274948771801954, "mask_rcnn/false_negative": 0.032606060844063575, "mask_rcnn/false_positive": 0.8167949862664412, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.25, "time": 0.7748086433857679, "total_loss": 2.324187620986777} {"data_time": 0.015651059336960316, "eta_seconds": 203813.5125859417, "iteration": 13379, "loss_fcos_cls": 0.35498586553148925, "loss_fcos_ctr": 0.6304649002850056, "loss_fcos_loc": 0.2518142380286008, "loss_mask": 0.6445359215140343, "loss_maskiou": 0.006082664091081824, "loss_sem_seg": 0.3537274566479027, "lr": 0.01, "mask_rcnn/accuracy": 0.5970567534624844, "mask_rcnn/false_negative": 0.09031315910329454, "mask_rcnn/false_positive": 0.7795037722634925, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7923109699040651, "total_loss": 2.2676472098683007} {"data_time": 0.015175702050328255, "eta_seconds": 203775.92226595432, "iteration": 13399, "loss_fcos_cls": 0.3669612507801503, "loss_fcos_ctr": 0.6301020439714193, "loss_fcos_loc": 0.25742876227013767, "loss_mask": 0.6435444839298725, "loss_maskiou": 0.006827921824879013, "loss_sem_seg": 0.3979464815929532, "lr": 0.01, "mask_rcnn/accuracy": 0.6417165586881629, "mask_rcnn/false_negative": 0.029706437847525587, "mask_rcnn/false_positive": 0.8452927016960631, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.0, "time": 0.7875207019969821, "total_loss": 2.2904933065728983} {"data_time": 0.015185612253844738, "eta_seconds": 203760.03955916315, "iteration": 13419, "loss_fcos_cls": 0.34559988928958774, "loss_fcos_ctr": 0.629772643558681, "loss_fcos_loc": 0.25353445252403617, "loss_mask": 0.643978763371706, "loss_maskiou": 0.006531935985549353, "loss_sem_seg": 0.46697556786239147, "lr": 0.01, "mask_rcnn/accuracy": 0.6442749607339187, "mask_rcnn/false_negative": 0.06361270098846487, "mask_rcnn/false_positive": 0.7644037447836163, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7989774970337749, "total_loss": 2.3451766654470703} {"data_time": 0.01798964198678732, "eta_seconds": 203744.156852372, "iteration": 13439, "loss_fcos_cls": 0.3602490210905671, "loss_fcos_ctr": 0.6327782333828509, "loss_fcos_loc": 0.25862192979548126, "loss_mask": 0.6421796977519989, "loss_maskiou": 0.006806299323216081, "loss_sem_seg": 0.3823496960103512, "lr": 0.01, "mask_rcnn/accuracy": 0.600687149859944, "mask_rcnn/false_negative": 0.09346084503369437, "mask_rcnn/false_positive": 0.8141981708557096, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7856312301009893, "total_loss": 2.2764314986998215} {"data_time": 0.01749601401388645, "eta_seconds": 203725.79317512363, "iteration": 13459, "loss_fcos_cls": 0.347332957200706, "loss_fcos_ctr": 0.631088349968195, "loss_fcos_loc": 0.2561267213895917, "loss_mask": 0.6423224546015263, "loss_maskiou": 0.00603620390756987, "loss_sem_seg": 0.409565273206681, "lr": 0.01, "mask_rcnn/accuracy": 0.6261039672279168, "mask_rcnn/false_negative": 0.09301549576822328, "mask_rcnn/false_positive": 0.7646209351235498, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.75, "time": 0.7990145301446319, "total_loss": 2.2773389112844598} {"data_time": 0.015113682486116886, "eta_seconds": 203663.4130544169, "iteration": 13479, "loss_fcos_cls": 0.3649614420719445, "loss_fcos_ctr": 0.6311932550743222, "loss_fcos_loc": 0.26079899654723704, "loss_mask": 0.6442698203027248, "loss_maskiou": 0.006582983893167693, "loss_sem_seg": 0.38626755168661475, "lr": 0.01, "mask_rcnn/accuracy": 0.6075979823747681, "mask_rcnn/false_negative": 0.0515556961163732, "mask_rcnn/false_positive": 0.8731878327885982, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 37.5, "time": 0.7822611900046468, "total_loss": 2.3017482644863776} {"data_time": 0.016513530164957047, "eta_seconds": 203681.9367365241, "iteration": 13499, "loss_fcos_cls": 0.3602899145334959, "loss_fcos_ctr": 0.6328755924478173, "loss_fcos_loc": 0.2613590327091515, "loss_mask": 0.6465242318809032, "loss_maskiou": 0.0062134051258908585, "loss_sem_seg": 0.3638553787022829, "lr": 0.01, "mask_rcnn/accuracy": 0.6186971663665466, "mask_rcnn/false_negative": 0.049409772550896416, "mask_rcnn/false_positive": 0.8179424920798013, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.75, "time": 0.7922277841717005, "total_loss": 2.260067323950352} {"data_time": 0.01702579390257597, "eta_seconds": 203678.14563500136, "iteration": 13519, "loss_fcos_cls": 0.36438527423888445, "loss_fcos_ctr": 0.6339439912699163, "loss_fcos_loc": 0.2708077314309776, "loss_mask": 0.6468005254864693, "loss_maskiou": 0.006481318501755595, "loss_sem_seg": 0.4016962070018053, "lr": 0.01, "mask_rcnn/accuracy": 0.6203108647305076, "mask_rcnn/false_negative": 0.014878479324416518, "mask_rcnn/false_positive": 0.8782189778269076, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.5, "time": 0.797968010418117, "total_loss": 2.323809211200569} {"data_time": 0.016573701985180378, "eta_seconds": 203686.4373971857, "iteration": 13539, "loss_fcos_cls": 0.3822034038603306, "loss_fcos_ctr": 0.6282314397394657, "loss_fcos_loc": 0.2497208167333156, "loss_mask": 0.6446331776678562, "loss_maskiou": 0.005484150715346914, "loss_sem_seg": 0.3598946686834097, "lr": 0.01, "mask_rcnn/accuracy": 0.6276715745601429, "mask_rcnn/false_negative": 0.07321158328258581, "mask_rcnn/false_positive": 0.7840502351967148, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.8037539124488831, "total_loss": 2.2870306651511783} {"data_time": 0.016336316242814064, "eta_seconds": 203819.35726099927, "iteration": 13559, "loss_fcos_cls": 0.3688000733964145, "loss_fcos_ctr": 0.6318616317585111, "loss_fcos_loc": 0.2610772540792823, "loss_mask": 0.6403918564319611, "loss_maskiou": 0.006391426286427304, "loss_sem_seg": 0.46016382286325097, "lr": 0.01, "mask_rcnn/accuracy": 0.6039746213991279, "mask_rcnn/false_negative": 0.054476725322273795, "mask_rcnn/false_positive": 0.8405194663289214, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.8064063461497426, "total_loss": 2.3933596780116204} {"data_time": 0.015707378275692463, "eta_seconds": 203951.82453255355, "iteration": 13579, "loss_fcos_cls": 0.3647383146453649, "loss_fcos_ctr": 0.6349165141582489, "loss_fcos_loc": 0.2692711604759097, "loss_mask": 0.6401735283434391, "loss_maskiou": 0.005846079817274585, "loss_sem_seg": 0.423212138004601, "lr": 0.01, "mask_rcnn/accuracy": 0.6391110371139606, "mask_rcnn/false_negative": 0.0593678452253347, "mask_rcnn/false_positive": 0.7174153926172226, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.808119841851294, "total_loss": 2.334132101124851} {"data_time": 0.017034918069839478, "eta_seconds": 204112.03014532942, "iteration": 13599, "loss_fcos_cls": 0.34756527887657285, "loss_fcos_ctr": 0.6290033282712102, "loss_fcos_loc": 0.2556050792336464, "loss_mask": 0.6450965628027916, "loss_maskiou": 0.005931348096055444, "loss_sem_seg": 0.41427616868168116, "lr": 0.01, "mask_rcnn/accuracy": 0.5948737438284477, "mask_rcnn/false_negative": 0.039207297206945095, "mask_rcnn/false_positive": 0.7687925336236818, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.25, "time": 0.807039718143642, "total_loss": 2.310549226054718} {"data_time": 0.01600036211311817, "eta_seconds": 204096.10883221868, "iteration": 13619, "loss_fcos_cls": 0.3666420863009989, "loss_fcos_ctr": 0.6311978669837117, "loss_fcos_loc": 0.25976830697618425, "loss_mask": 0.642649807035923, "loss_maskiou": 0.0064790609976626, "loss_sem_seg": 0.41372769605368376, "lr": 0.01, "mask_rcnn/accuracy": 0.6118634953981592, "mask_rcnn/false_negative": 0.05133519718080319, "mask_rcnn/false_positive": 0.8211895460684613, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.25, "time": 0.7843075171113014, "total_loss": 2.3437218414183008} {"data_time": 0.018193356692790985, "eta_seconds": 204117.89764386974, "iteration": 13639, "loss_fcos_cls": 0.3615258615463972, "loss_fcos_ctr": 0.6322701498866081, "loss_fcos_loc": 0.26113810297101736, "loss_mask": 0.6504014693200588, "loss_maskiou": 0.006255275962757878, "loss_sem_seg": 0.43813553266227245, "lr": 0.01, "mask_rcnn/accuracy": 0.5958808782614826, "mask_rcnn/false_negative": 0.08900026763336305, "mask_rcnn/false_positive": 0.7663410320555721, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.8094444060698152, "total_loss": 2.338801623438485} {"data_time": 0.015992654487490654, "eta_seconds": 204263.960886891, "iteration": 13659, "loss_fcos_cls": 0.361963864415884, "loss_fcos_ctr": 0.6322626564651728, "loss_fcos_loc": 0.26036354422103614, "loss_mask": 0.644299753010273, "loss_maskiou": 0.005868622552952729, "loss_sem_seg": 0.4176478274166584, "lr": 0.01, "mask_rcnn/accuracy": 0.6426346701471286, "mask_rcnn/false_negative": 0.06474043815720534, "mask_rcnn/false_positive": 0.8285007054192495, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.75, "time": 0.8104048250243068, "total_loss": 2.307970743117039} {"data_time": 0.017769080586731434, "eta_seconds": 204048.34489288647, "iteration": 13679, "loss_fcos_cls": 0.35915655503049493, "loss_fcos_ctr": 0.6297269682399929, "loss_fcos_loc": 0.26831674261484295, "loss_mask": 0.650266770273447, "loss_maskiou": 0.006178924915730022, "loss_sem_seg": 0.416271242313087, "lr": 0.01, "mask_rcnn/accuracy": 0.6013273970111955, "mask_rcnn/false_negative": 0.04007466788770904, "mask_rcnn/false_positive": 0.8326856803038445, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.25, "time": 0.7843019999563694, "total_loss": 2.345597970590461} {"data_time": 0.01647793035954237, "eta_seconds": 204070.12487867288, "iteration": 13699, "loss_fcos_cls": 0.36511506559327245, "loss_fcos_ctr": 0.6330764777958393, "loss_fcos_loc": 0.26674749166704714, "loss_mask": 0.6452723927795887, "loss_maskiou": 0.006100090846302919, "loss_sem_seg": 0.4411024146247655, "lr": 0.01, "mask_rcnn/accuracy": 0.6264858527799306, "mask_rcnn/false_negative": 0.045386360502776224, "mask_rcnn/false_positive": 0.8469599388266635, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.5, "time": 0.7940322738140821, "total_loss": 2.3787397413980216} {"data_time": 0.01581687666475773, "eta_seconds": 204129.4612897318, "iteration": 13719, "loss_fcos_cls": 0.35679734917357564, "loss_fcos_ctr": 0.6297017531469464, "loss_fcos_loc": 0.2569936802610755, "loss_mask": 0.64256501942873, "loss_maskiou": 0.006517572903248947, "loss_sem_seg": 0.38862338243052363, "lr": 0.01, "mask_rcnn/accuracy": 0.6151435661795017, "mask_rcnn/false_negative": 0.05478936123300179, "mask_rcnn/false_positive": 0.7741106295352607, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.5, "time": 0.8092305827885866, "total_loss": 2.284948715379869} {"data_time": 0.015794534236192703, "eta_seconds": 203985.46006712317, "iteration": 13739, "loss_fcos_cls": 0.3640880947932601, "loss_fcos_ctr": 0.6305173467844725, "loss_fcos_loc": 0.2578203247394413, "loss_mask": 0.6468095779418945, "loss_maskiou": 0.0060393497260520235, "loss_sem_seg": 0.3949217959307134, "lr": 0.01, "mask_rcnn/accuracy": 0.6370420630658278, "mask_rcnn/false_negative": 0.04905469648523825, "mask_rcnn/false_positive": 0.8171933926747961, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7930715810507536, "total_loss": 2.3074841280758847} {"data_time": 0.016252650879323483, "eta_seconds": 203811.12248752825, "iteration": 13759, "loss_fcos_cls": 0.3637100476771593, "loss_fcos_ctr": 0.6311575993895531, "loss_fcos_loc": 0.2620622548274696, "loss_mask": 0.6480160355567932, "loss_maskiou": 0.006163177400594577, "loss_sem_seg": 0.41600340232253075, "lr": 0.01, "mask_rcnn/accuracy": 0.6231009455412599, "mask_rcnn/false_negative": 0.05446231216019731, "mask_rcnn/false_positive": 0.7792080210582764, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.5, "time": 0.7899496713653207, "total_loss": 2.318025576052605} {"data_time": 0.015301777049899101, "eta_seconds": 203935.33735399693, "iteration": 13779, "loss_fcos_cls": 0.36472883354872465, "loss_fcos_ctr": 0.6293940981850028, "loss_fcos_loc": 0.25500417640432715, "loss_mask": 0.6443759649991989, "loss_maskiou": 0.006125704530859366, "loss_sem_seg": 0.4262108076363802, "lr": 0.01, "mask_rcnn/accuracy": 0.6157385241486624, "mask_rcnn/false_negative": 0.05286479387592006, "mask_rcnn/false_positive": 0.7558806732040453, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7927308091893792, "total_loss": 2.3530997738271253} {"data_time": 0.014663927257061005, "eta_seconds": 203937.69966813922, "iteration": 13799, "loss_fcos_cls": 0.38759475387632847, "loss_fcos_ctr": 0.6305936761200428, "loss_fcos_loc": 0.26230104989372194, "loss_mask": 0.6394748240709305, "loss_maskiou": 0.007024218590231612, "loss_sem_seg": 0.43139899615198374, "lr": 0.01, "mask_rcnn/accuracy": 0.6302875167633741, "mask_rcnn/false_negative": 0.03509840162895769, "mask_rcnn/false_positive": 0.8579547767651584, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7950306413695216, "total_loss": 2.3597094174474478} {"data_time": 0.016566183418035507, "eta_seconds": 203974.57934827916, "iteration": 13819, "loss_fcos_cls": 0.3617463398259133, "loss_fcos_ctr": 0.6338162319734693, "loss_fcos_loc": 0.2660095952451229, "loss_mask": 0.6411091983318329, "loss_maskiou": 0.006360612096614204, "loss_sem_seg": 0.3766991449519992, "lr": 0.01, "mask_rcnn/accuracy": 0.6077989631012042, "mask_rcnn/false_negative": 0.08138407900443732, "mask_rcnn/false_positive": 0.7744206600460839, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.0, "time": 0.7979051107540727, "total_loss": 2.286675875016954} {"data_time": 0.016800642013549805, "eta_seconds": 203958.65509321354, "iteration": 13839, "loss_fcos_cls": 0.3667572592385113, "loss_fcos_ctr": 0.6298209568485618, "loss_fcos_loc": 0.26298357197083533, "loss_mask": 0.6474817842245102, "loss_maskiou": 0.006323010165942833, "loss_sem_seg": 0.40691062854602933, "lr": 0.01, "mask_rcnn/accuracy": 0.644086150085034, "mask_rcnn/false_negative": 0.03241621814329493, "mask_rcnn/false_positive": 0.8419702304669936, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.800200954079628, "total_loss": 2.3113712179037975} {"data_time": 0.01640063337981701, "eta_seconds": 203942.73083814792, "iteration": 13859, "loss_fcos_cls": 0.364972430979833, "loss_fcos_ctr": 0.6325784884393215, "loss_fcos_loc": 0.269450037041679, "loss_mask": 0.6477369591593742, "loss_maskiou": 0.006470696760516148, "loss_sem_seg": 0.39268462266772985, "lr": 0.01, "mask_rcnn/accuracy": 0.6291914682539683, "mask_rcnn/false_negative": 0.05766359776349316, "mask_rcnn/false_positive": 0.7690029067027491, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7883383650332689, "total_loss": 2.298703608361393} {"data_time": 0.015820265747606754, "eta_seconds": 203914.34451692645, "iteration": 13879, "loss_fcos_cls": 0.3621431654319167, "loss_fcos_ctr": 0.6315514910966158, "loss_fcos_loc": 0.26065331185236573, "loss_mask": 0.6449001170694828, "loss_maskiou": 0.006862300695502199, "loss_sem_seg": 0.3950790148228407, "lr": 0.01, "mask_rcnn/accuracy": 0.6559276745593388, "mask_rcnn/false_negative": 0.07062465354849659, "mask_rcnn/false_positive": 0.7358497723823976, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7894284445792437, "total_loss": 2.301694736685022} {"data_time": 0.017619148828089237, "eta_seconds": 203898.42123499978, "iteration": 13899, "loss_fcos_cls": 0.3439757648156956, "loss_fcos_ctr": 0.6307911779731512, "loss_fcos_loc": 0.25573850655928254, "loss_mask": 0.6402581445872784, "loss_maskiou": 0.005884838828933425, "loss_sem_seg": 0.37866492476314306, "lr": 0.01, "mask_rcnn/accuracy": 0.5854790792177457, "mask_rcnn/false_negative": 0.018798292131786902, "mask_rcnn/false_positive": 0.8938076137635305, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.7966463509947062, "total_loss": 2.304717657789297} {"data_time": 0.016425772570073605, "eta_seconds": 203842.1788701713, "iteration": 13919, "loss_fcos_cls": 0.3512635768856853, "loss_fcos_ctr": 0.6316498257219791, "loss_fcos_loc": 0.24943059612996876, "loss_mask": 0.6451955065131187, "loss_maskiou": 0.006008042306348216, "loss_sem_seg": 0.40720292553305626, "lr": 0.01, "mask_rcnn/accuracy": 0.6376189364634743, "mask_rcnn/false_negative": 0.04547535781587628, "mask_rcnn/false_positive": 0.8156447377687822, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.775907033123076, "total_loss": 2.303588686227158} {"data_time": 0.016758293844759464, "eta_seconds": 203866.57467114646, "iteration": 13939, "loss_fcos_cls": 0.36374192871153355, "loss_fcos_ctr": 0.6281656846404076, "loss_fcos_loc": 0.2610973541159183, "loss_mask": 0.6442535817623138, "loss_maskiou": 0.006198069502715953, "loss_sem_seg": 0.38277157954871655, "lr": 0.01, "mask_rcnn/accuracy": 0.6320868723910019, "mask_rcnn/false_negative": 0.06689485691529434, "mask_rcnn/false_positive": 0.7039565791869142, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.0, "time": 0.7967216204851866, "total_loss": 2.2700210333860014} {"data_time": 0.016159803606569767, "eta_seconds": 203959.72962029558, "iteration": 13959, "loss_fcos_cls": 0.3537429948337376, "loss_fcos_ctr": 0.6296279849484563, "loss_fcos_loc": 0.2514954153448343, "loss_mask": 0.6454521417617798, "loss_maskiou": 0.006182472352520563, "loss_sem_seg": 0.3928258870728314, "lr": 0.01, "mask_rcnn/accuracy": 0.6186059510676858, "mask_rcnn/false_negative": 0.0492542672430161, "mask_rcnn/false_positive": 0.8480328232305847, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.25, "time": 0.7983729802072048, "total_loss": 2.2698006434366107} {"data_time": 0.015638022683560848, "eta_seconds": 203893.81641574483, "iteration": 13979, "loss_fcos_cls": 0.3666630615480244, "loss_fcos_ctr": 0.6296349121257663, "loss_fcos_loc": 0.25761516368947923, "loss_mask": 0.6495254747569561, "loss_maskiou": 0.006477921910118312, "loss_sem_seg": 0.4093937510624528, "lr": 0.01, "mask_rcnn/accuracy": 0.6023634900388727, "mask_rcnn/false_negative": 0.11688089889620651, "mask_rcnn/false_positive": 0.7700407760027568, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.0, "time": 0.800133646465838, "total_loss": 2.3195069901412353} {"data_time": 0.015957165509462357, "eta_seconds": 203927.86601569783, "iteration": 13999, "loss_fcos_cls": 0.36855011037550867, "loss_fcos_ctr": 0.6270084790885448, "loss_fcos_loc": 0.2503299891250208, "loss_mask": 0.6425279676914215, "loss_maskiou": 0.006551849917741492, "loss_sem_seg": 0.4181658742018044, "lr": 0.01, "mask_rcnn/accuracy": 0.6136190261871984, "mask_rcnn/false_negative": 0.031013376055067533, "mask_rcnn/false_positive": 0.7994218962690562, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 24.5, "time": 0.8022635681554675, "total_loss": 2.3184347038622946} {"data_time": 0.015488555654883385, "eta_seconds": 203944.65878753923, "iteration": 14019, "loss_fcos_cls": 0.3409232568810694, "loss_fcos_ctr": 0.6301429299637675, "loss_fcos_loc": 0.2443616793025285, "loss_mask": 0.6430432014167309, "loss_maskiou": 0.0060813521122327074, "loss_sem_seg": 0.41769194789230824, "lr": 0.01, "mask_rcnn/accuracy": 0.6219361749554191, "mask_rcnn/false_negative": 0.07369304108826734, "mask_rcnn/false_positive": 0.805605018965605, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7867179624736309, "total_loss": 2.290305692818947} {"data_time": 0.016382410190999508, "eta_seconds": 203864.8630135646, "iteration": 14039, "loss_fcos_cls": 0.3392477782908827, "loss_fcos_ctr": 0.6289461068809032, "loss_fcos_loc": 0.25525375129655004, "loss_mask": 0.6392528414726257, "loss_maskiou": 0.005556850854190998, "loss_sem_seg": 0.3680540043860674, "lr": 0.01, "mask_rcnn/accuracy": 0.6183748499399759, "mask_rcnn/false_negative": 0.04089925733920574, "mask_rcnn/false_positive": 0.8170108038578348, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7923320392146707, "total_loss": 2.2260678530146834} {"data_time": 0.016046968288719654, "eta_seconds": 203730.73793920875, "iteration": 14059, "loss_fcos_cls": 0.34005601378157735, "loss_fcos_ctr": 0.6301633501425385, "loss_fcos_loc": 0.25092756072990596, "loss_mask": 0.6452488601207733, "loss_maskiou": 0.006456194561906159, "loss_sem_seg": 0.3849098375067115, "lr": 0.01, "mask_rcnn/accuracy": 0.5981418835650202, "mask_rcnn/false_negative": 0.03253765809589922, "mask_rcnn/false_positive": 0.866818108848738, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.75, "time": 0.793197812512517, "total_loss": 2.281691080526798} {"data_time": 0.016039978712797165, "eta_seconds": 203675.24252495728, "iteration": 14079, "loss_fcos_cls": 0.34745446452870965, "loss_fcos_ctr": 0.6290209805592895, "loss_fcos_loc": 0.25761177798267454, "loss_mask": 0.6420524343848228, "loss_maskiou": 0.006065293651772663, "loss_sem_seg": 0.37843634840101004, "lr": 0.01, "mask_rcnn/accuracy": 0.5802939034424479, "mask_rcnn/false_negative": 0.05058510218268755, "mask_rcnn/false_positive": 0.8093227048921018, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 34.0, "time": 0.7841983931139112, "total_loss": 2.274361059673538} {"data_time": 0.015135442838072777, "eta_seconds": 203594.05980607495, "iteration": 14099, "loss_fcos_cls": 0.37539980141445994, "loss_fcos_ctr": 0.631158173084259, "loss_fcos_loc": 0.25929817487485707, "loss_mask": 0.6407386027276516, "loss_maskiou": 0.005813829884573352, "loss_sem_seg": 0.3956400384195149, "lr": 0.01, "mask_rcnn/accuracy": 0.6309306500377929, "mask_rcnn/false_negative": 0.026591609745148882, "mask_rcnn/false_positive": 0.8644597159707819, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7850205861032009, "total_loss": 2.3355776572570903} {"data_time": 0.016836189664900303, "eta_seconds": 203519.55180348456, "iteration": 14119, "loss_fcos_cls": 0.3596076366957277, "loss_fcos_ctr": 0.6309402198530734, "loss_fcos_loc": 0.2556756786070764, "loss_mask": 0.6388891935348511, "loss_maskiou": 0.005836639888002537, "loss_sem_seg": 0.4131728095235303, "lr": 0.01, "mask_rcnn/accuracy": 0.6400297220201402, "mask_rcnn/false_negative": 0.08351015544669667, "mask_rcnn/false_positive": 0.8042936692235039, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.75, "time": 0.7793765896931291, "total_loss": 2.3019895797478966} {"data_time": 0.01709612738341093, "eta_seconds": 203594.62871273886, "iteration": 14139, "loss_fcos_cls": 0.3594088691752404, "loss_fcos_ctr": 0.627300794236362, "loss_fcos_loc": 0.25973096769303083, "loss_mask": 0.6450642757117748, "loss_maskiou": 0.005800075399747584, "loss_sem_seg": 0.405120411189273, "lr": 0.01, "mask_rcnn/accuracy": 0.5668942027360395, "mask_rcnn/false_negative": 0.08609981851512832, "mask_rcnn/false_positive": 0.759001851621409, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.8023579753935337, "total_loss": 2.2959657961619087} {"data_time": 0.014960074797272682, "eta_seconds": 203578.71424131002, "iteration": 14159, "loss_fcos_cls": 0.34701621532440186, "loss_fcos_ctr": 0.6307877320796251, "loss_fcos_loc": 0.2543616248294711, "loss_mask": 0.6452949605882168, "loss_maskiou": 0.005931951876846142, "loss_sem_seg": 0.35214117262512445, "lr": 0.01, "mask_rcnn/accuracy": 0.607383631239658, "mask_rcnn/false_negative": 0.08610923602266211, "mask_rcnn/false_positive": 0.74950243964759, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.795320400968194, "total_loss": 2.2412695061502745} {"data_time": 0.016790657304227352, "eta_seconds": 203562.79976988118, "iteration": 14179, "loss_fcos_cls": 0.35540262842550874, "loss_fcos_ctr": 0.6310755284503102, "loss_fcos_loc": 0.2520366015378386, "loss_mask": 0.6410207413136959, "loss_maskiou": 0.00605758476012852, "loss_sem_seg": 0.3723356509581208, "lr": 0.01, "mask_rcnn/accuracy": 0.6372975462102058, "mask_rcnn/false_negative": 0.08639332336711254, "mask_rcnn/false_positive": 0.7436891649818845, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.0, "time": 0.8000645712018013, "total_loss": 2.256671971292235} {"data_time": 0.015309492126107216, "eta_seconds": 203514.5001092367, "iteration": 14199, "loss_fcos_cls": 0.35892085544764996, "loss_fcos_ctr": 0.6311680981889367, "loss_fcos_loc": 0.2613365757279098, "loss_mask": 0.6444994807243347, "loss_maskiou": 0.0062479106927639805, "loss_sem_seg": 0.38317111879587173, "lr": 0.01, "mask_rcnn/accuracy": 0.6025025116224096, "mask_rcnn/false_negative": 0.042930341440599866, "mask_rcnn/false_positive": 0.8557613965465816, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 28.5, "time": 0.7860577432438731, "total_loss": 2.2824174618144752} {"data_time": 0.017199210822582245, "eta_seconds": 203498.58816986904, "iteration": 14219, "loss_fcos_cls": 0.35737862018868327, "loss_fcos_ctr": 0.6283270665444434, "loss_fcos_loc": 0.24252929398790002, "loss_mask": 0.6477170325815678, "loss_maskiou": 0.006135973511845805, "loss_sem_seg": 0.3883797824382782, "lr": 0.01, "mask_rcnn/accuracy": 0.6375540202818528, "mask_rcnn/false_negative": 0.05685085282058711, "mask_rcnn/false_positive": 0.7410942874945344, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7944147111847997, "total_loss": 2.2675893680134322} {"data_time": 0.015891396440565586, "eta_seconds": 203515.05635559466, "iteration": 14239, "loss_fcos_cls": 0.370255412068218, "loss_fcos_ctr": 0.6324786664918065, "loss_fcos_loc": 0.26327745360322297, "loss_mask": 0.6488890238106251, "loss_maskiou": 0.006003224378218874, "loss_sem_seg": 0.4105090810917318, "lr": 0.01, "mask_rcnn/accuracy": 0.6115608395939204, "mask_rcnn/false_negative": 0.052788245176166315, "mask_rcnn/false_positive": 0.8008769744737836, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.5, "time": 0.7989179948344827, "total_loss": 2.3433047592116054} {"data_time": 0.015600177459418774, "eta_seconds": 203529.5183109641, "iteration": 14259, "loss_fcos_cls": 0.368017761153169, "loss_fcos_ctr": 0.6300685936585069, "loss_fcos_loc": 0.25356098217889667, "loss_mask": 0.6405959241092205, "loss_maskiou": 0.005814254327560775, "loss_sem_seg": 0.37789367232471704, "lr": 0.01, "mask_rcnn/accuracy": 0.6173939312567132, "mask_rcnn/false_negative": 0.08475603044297919, "mask_rcnn/false_positive": 0.8242174800652333, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7952749589458108, "total_loss": 2.3065598752727965} {"data_time": 0.015344880521297455, "eta_seconds": 203547.32259814348, "iteration": 14279, "loss_fcos_cls": 0.3529473505914211, "loss_fcos_ctr": 0.6322971321642399, "loss_fcos_loc": 0.2664998162072152, "loss_mask": 0.6517423577606678, "loss_maskiou": 0.0058740465610753745, "loss_sem_seg": 0.3725606482475996, "lr": 0.01, "mask_rcnn/accuracy": 0.5750796587291633, "mask_rcnn/false_negative": 0.030476342147797306, "mask_rcnn/false_positive": 0.8189213107151485, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.8030056785792112, "total_loss": 2.297771512348845} {"data_time": 0.018133016303181648, "eta_seconds": 203503.3814047817, "iteration": 14299, "loss_fcos_cls": 0.3596215785946697, "loss_fcos_ctr": 0.626479092054069, "loss_fcos_loc": 0.24064551410265267, "loss_mask": 0.6395488567650318, "loss_maskiou": 0.005750556294515263, "loss_sem_seg": 0.3687507640570402, "lr": 0.01, "mask_rcnn/accuracy": 0.6403869583547706, "mask_rcnn/false_negative": 0.06542348112597218, "mask_rcnn/false_positive": 0.7214369677468236, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.75, "time": 0.7998517258092761, "total_loss": 2.2570677599069313} {"data_time": 0.01473033893853426, "eta_seconds": 203515.48362948652, "iteration": 14319, "loss_fcos_cls": 0.3589767864905298, "loss_fcos_ctr": 0.6279433001764119, "loss_fcos_loc": 0.24781366938259453, "loss_mask": 0.642266284674406, "loss_maskiou": 0.0056724029818724375, "loss_sem_seg": 0.399553962983191, "lr": 0.01, "mask_rcnn/accuracy": 0.6452901473089235, "mask_rcnn/false_negative": 0.05108418782889305, "mask_rcnn/false_positive": 0.730587217921502, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.8080354398116469, "total_loss": 2.2860424645186868} {"data_time": 0.015616108663380146, "eta_seconds": 203465.85092300177, "iteration": 14339, "loss_fcos_cls": 0.35557947820052505, "loss_fcos_ctr": 0.6324546551331878, "loss_fcos_loc": 0.2569440887309611, "loss_mask": 0.6494644731283188, "loss_maskiou": 0.006344702480419073, "loss_sem_seg": 0.4088640920817852, "lr": 0.01, "mask_rcnn/accuracy": 0.6004318184233083, "mask_rcnn/false_negative": 0.053190808379155005, "mask_rcnn/false_positive": 0.8533097086191559, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.7824034886434674, "total_loss": 2.3346644734119764} {"data_time": 0.015559909865260124, "eta_seconds": 203490.03317508847, "iteration": 14359, "loss_fcos_cls": 0.35353842203039676, "loss_fcos_ctr": 0.6327300472185016, "loss_fcos_loc": 0.25580601836554706, "loss_mask": 0.6446455828845501, "loss_maskiou": 0.005793161544715986, "loss_sem_seg": 0.40170254185795784, "lr": 0.01, "mask_rcnn/accuracy": 0.6196153375733855, "mask_rcnn/false_negative": 0.10144501414695736, "mask_rcnn/false_positive": 0.7678790801385303, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.75, "time": 0.8032148107886314, "total_loss": 2.2701370097493054} {"data_time": 0.016568990424275398, "eta_seconds": 203467.7251765011, "iteration": 14379, "loss_fcos_cls": 0.35086711263284087, "loss_fcos_ctr": 0.632155573926866, "loss_fcos_loc": 0.2583373496308923, "loss_mask": 0.6401686556637287, "loss_maskiou": 0.0066714658023556694, "loss_sem_seg": 0.38187932781875134, "lr": 0.01, "mask_rcnn/accuracy": 0.6315479241936008, "mask_rcnn/false_negative": 0.02590284066096086, "mask_rcnn/false_positive": 0.871127142975431, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.5, "time": 0.7948368694633245, "total_loss": 2.276717146160081} {"data_time": 0.015766918659210205, "eta_seconds": 203458.19320682436, "iteration": 14399, "loss_fcos_cls": 0.35561178042553365, "loss_fcos_ctr": 0.6299849525094032, "loss_fcos_loc": 0.24931796453893185, "loss_mask": 0.6382944583892822, "loss_maskiou": 0.005516993362107314, "loss_sem_seg": 0.39973097387701273, "lr": 0.01, "mask_rcnn/accuracy": 0.6450089080612689, "mask_rcnn/false_negative": 0.08922228865272759, "mask_rcnn/false_positive": 0.7245991267978605, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7937007434666157, "total_loss": 2.275528125988785} {"data_time": 0.014760763384401798, "eta_seconds": 203484.41590490658, "iteration": 14419, "loss_fcos_cls": 0.3579138768836856, "loss_fcos_ctr": 0.632228291593492, "loss_fcos_loc": 0.2584636979736388, "loss_mask": 0.6440007723867893, "loss_maskiou": 0.005540251964703202, "loss_sem_seg": 0.37521397788077593, "lr": 0.01, "mask_rcnn/accuracy": 0.6209619745334032, "mask_rcnn/false_negative": 0.023940977138773575, "mask_rcnn/false_positive": 0.8719233774779889, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.0, "time": 0.8021773947402835, "total_loss": 2.2528856523276772} {"data_time": 0.014569523744285107, "eta_seconds": 203426.35323856026, "iteration": 14439, "loss_fcos_cls": 0.35075749992392957, "loss_fcos_ctr": 0.6309447027742863, "loss_fcos_loc": 0.25973957125097513, "loss_mask": 0.6422510407865047, "loss_maskiou": 0.006460596501710825, "loss_sem_seg": 0.39843111438676715, "lr": 0.01, "mask_rcnn/accuracy": 0.6198306908970486, "mask_rcnn/false_negative": 0.02426524891302275, "mask_rcnn/false_positive": 0.8584548425409503, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7879220629110932, "total_loss": 2.2683995323750423} {"data_time": 0.016578232869505882, "eta_seconds": 203452.56934105325, "iteration": 14459, "loss_fcos_cls": 0.33977756975218654, "loss_fcos_ctr": 0.6323016574606299, "loss_fcos_loc": 0.2554109067423269, "loss_mask": 0.6472535580396652, "loss_maskiou": 0.0059466106904437765, "loss_sem_seg": 0.40528220194391906, "lr": 0.01, "mask_rcnn/accuracy": 0.626580625083287, "mask_rcnn/false_negative": 0.04334325112250578, "mask_rcnn/false_positive": 0.8173854090469648, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.8039364637807012, "total_loss": 2.28816991019994} {"data_time": 0.018304625526070595, "eta_seconds": 203476.40412062313, "iteration": 14479, "loss_fcos_cls": 0.3424007729627192, "loss_fcos_ctr": 0.6306751435622573, "loss_fcos_loc": 0.25790604623034596, "loss_mask": 0.6461328156292439, "loss_maskiou": 0.006357804115395993, "loss_sem_seg": 0.3970559807494283, "lr": 0.01, "mask_rcnn/accuracy": 0.6002352105249469, "mask_rcnn/false_negative": 0.09021977552480819, "mask_rcnn/false_positive": 0.764122878648358, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7914592307060957, "total_loss": 2.3089473644649843} {"data_time": 0.01578339748084545, "eta_seconds": 203479.27417722624, "iteration": 14499, "loss_fcos_cls": 0.34579048841260374, "loss_fcos_ctr": 0.6308493372052908, "loss_fcos_loc": 0.24524219683371484, "loss_mask": 0.6400017030537128, "loss_maskiou": 0.005652539126458578, "loss_sem_seg": 0.4243454304523766, "lr": 0.01, "mask_rcnn/accuracy": 0.6453416366546619, "mask_rcnn/false_negative": 0.027135401856026836, "mask_rcnn/false_positive": 0.8522499025081549, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7955039935186505, "total_loss": 2.2982657219690736} {"data_time": 0.016553882509469986, "eta_seconds": 203482.55815365817, "iteration": 14519, "loss_fcos_cls": 0.369292511139065, "loss_fcos_ctr": 0.631695983465761, "loss_fcos_loc": 0.26582048856653273, "loss_mask": 0.6453153192996979, "loss_maskiou": 0.006953645628527738, "loss_sem_seg": 0.4277326576411724, "lr": 0.01, "mask_rcnn/accuracy": 0.5817867742065735, "mask_rcnn/false_negative": 0.08771903247693738, "mask_rcnn/false_positive": 0.8264395643092826, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.7984949229285121, "total_loss": 2.3447991435969016} {"data_time": 0.016287166625261307, "eta_seconds": 203346.7533179, "iteration": 14539, "loss_fcos_cls": 0.3551530693657696, "loss_fcos_ctr": 0.6301988111808896, "loss_fcos_loc": 0.2496432700427249, "loss_mask": 0.6433745622634888, "loss_maskiou": 0.005514296288311016, "loss_sem_seg": 0.39612254966050386, "lr": 0.01, "mask_rcnn/accuracy": 0.6364574113196834, "mask_rcnn/false_negative": 0.1196226784365617, "mask_rcnn/false_positive": 0.7203063903128795, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.25, "time": 0.7861719792708755, "total_loss": 2.2907156953733647} {"data_time": 0.017042296938598156, "eta_seconds": 203324.44981754478, "iteration": 14559, "loss_fcos_cls": 0.3449718151241541, "loss_fcos_ctr": 0.629679262638092, "loss_fcos_loc": 0.26276460057124496, "loss_mask": 0.647467952221632, "loss_maskiou": 0.006051627278793603, "loss_sem_seg": 0.41936434619128704, "lr": 0.01, "mask_rcnn/accuracy": 0.6118121693121693, "mask_rcnn/false_negative": 0.05958383322632846, "mask_rcnn/false_positive": 0.8573122678612753, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.75, "time": 0.7994343722239137, "total_loss": 2.326886208837095} {"data_time": 0.01694240141659975, "eta_seconds": 203268.98931512982, "iteration": 14579, "loss_fcos_cls": 0.3596049821935594, "loss_fcos_ctr": 0.631327522918582, "loss_fcos_loc": 0.26234824559651315, "loss_mask": 0.6417201720178127, "loss_maskiou": 0.00606189901009202, "loss_sem_seg": 0.3815028192475438, "lr": 0.01, "mask_rcnn/accuracy": 0.5989568169651662, "mask_rcnn/false_negative": 0.05869991479710189, "mask_rcnn/false_positive": 0.8531878281972427, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7777528138831258, "total_loss": 2.291679439134896} {"data_time": 0.016475407406687737, "eta_seconds": 203126.11619647592, "iteration": 14599, "loss_fcos_cls": 0.3517646079417318, "loss_fcos_ctr": 0.6300148363225162, "loss_fcos_loc": 0.2581307189539075, "loss_mask": 0.6458618491888046, "loss_maskiou": 0.006369722465024097, "loss_sem_seg": 0.4121726080775261, "lr": 0.01, "mask_rcnn/accuracy": 0.6278909024130352, "mask_rcnn/false_negative": 0.025815820330755364, "mask_rcnn/false_positive": 0.8616349104369209, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7885266020894051, "total_loss": 2.2788000412474503} {"data_time": 0.016282386146485806, "eta_seconds": 203110.20975004882, "iteration": 14619, "loss_fcos_cls": 0.3408832799177617, "loss_fcos_ctr": 0.6289533926174045, "loss_fcos_loc": 0.25613425951451063, "loss_mask": 0.6399415992200375, "loss_maskiou": 0.00586735708930064, "loss_sem_seg": 0.39423523750156164, "lr": 0.01, "mask_rcnn/accuracy": 0.621819809654631, "mask_rcnn/false_negative": 0.048294914659045785, "mask_rcnn/false_positive": 0.8013498157934305, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7846016548573971, "total_loss": 2.2477871978771873} {"data_time": 0.015664017759263515, "eta_seconds": 203018.64618979115, "iteration": 14639, "loss_fcos_cls": 0.3641175269149244, "loss_fcos_ctr": 0.6274601314216852, "loss_fcos_loc": 0.24575530644506216, "loss_mask": 0.6469650492072105, "loss_maskiou": 0.006493020162452012, "loss_sem_seg": 0.3565729893743992, "lr": 0.01, "mask_rcnn/accuracy": 0.6168791324383891, "mask_rcnn/false_negative": 0.024562484221683008, "mask_rcnn/false_positive": 0.8792497922795115, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7967545967549086, "total_loss": 2.2560625685582636} {"data_time": 0.015753920190036297, "eta_seconds": 202923.37711531855, "iteration": 14659, "loss_fcos_cls": 0.35130922216922045, "loss_fcos_ctr": 0.6299111424013972, "loss_fcos_loc": 0.2596298009157181, "loss_mask": 0.6374132037162781, "loss_maskiou": 0.006032255201716907, "loss_sem_seg": 0.36573050543665886, "lr": 0.01, "mask_rcnn/accuracy": 0.6214151704985792, "mask_rcnn/false_negative": 0.024865191452782334, "mask_rcnn/false_positive": 0.8646672654200284, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.785933162085712, "total_loss": 2.2513571746294474} {"data_time": 0.0163157656788826, "eta_seconds": 202909.09191035572, "iteration": 14679, "loss_fcos_cls": 0.366426813416183, "loss_fcos_ctr": 0.6321782758459449, "loss_fcos_loc": 0.2501796539872885, "loss_mask": 0.6405862383544445, "loss_maskiou": 0.006296037470747251, "loss_sem_seg": 0.3941945065744221, "lr": 0.01, "mask_rcnn/accuracy": 0.595893915866742, "mask_rcnn/false_negative": 0.07404668184293056, "mask_rcnn/false_positive": 0.8014452440888394, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.25, "time": 0.7851740615442395, "total_loss": 2.309803346535773} {"data_time": 0.01644397620111704, "eta_seconds": 202915.0889793411, "iteration": 14699, "loss_fcos_cls": 0.35858215135522187, "loss_fcos_ctr": 0.6319535439833999, "loss_fcos_loc": 0.26275665196590126, "loss_mask": 0.6470357477664948, "loss_maskiou": 0.00642744945071172, "loss_sem_seg": 0.3855747291818261, "lr": 0.01, "mask_rcnn/accuracy": 0.5988975619086856, "mask_rcnn/false_negative": 0.049633142542782324, "mask_rcnn/false_positive": 0.8299712566035627, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.75, "time": 0.8137944070622325, "total_loss": 2.2837008285932825} {"data_time": 0.017215942032635212, "eta_seconds": 202877.303049759, "iteration": 14719, "loss_fcos_cls": 0.3542160645592958, "loss_fcos_ctr": 0.6276728045195341, "loss_fcos_loc": 0.245006057433784, "loss_mask": 0.6476127430796623, "loss_maskiou": 0.00596948760903615, "loss_sem_seg": 0.41031413013115525, "lr": 0.01, "mask_rcnn/accuracy": 0.5892044317727091, "mask_rcnn/false_negative": 0.10809200762187843, "mask_rcnn/false_positive": 0.7293932770042071, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.25, "time": 0.7967498078942299, "total_loss": 2.2983254538848996} {"data_time": 0.016197456046938896, "eta_seconds": 202861.40861946065, "iteration": 14739, "loss_fcos_cls": 0.34358139242976904, "loss_fcos_ctr": 0.630097096785903, "loss_fcos_loc": 0.25329438282642514, "loss_mask": 0.639332864433527, "loss_maskiou": 0.006586911986232735, "loss_sem_seg": 0.38166497903876007, "lr": 0.01, "mask_rcnn/accuracy": 0.6417517006802721, "mask_rcnn/false_negative": 0.05077217506013502, "mask_rcnn/false_positive": 0.841759922729832, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 24.25, "time": 0.7883417792618275, "total_loss": 2.2917588664859068} {"data_time": 0.015568763948976994, "eta_seconds": 202845.5141891623, "iteration": 14759, "loss_fcos_cls": 0.37372196465730667, "loss_fcos_ctr": 0.6317035043612123, "loss_fcos_loc": 0.2640646081417799, "loss_mask": 0.641539953649044, "loss_maskiou": 0.0063085767105803825, "loss_sem_seg": 0.43460126244463027, "lr": 0.01, "mask_rcnn/accuracy": 0.6234397352918826, "mask_rcnn/false_negative": 0.10440434313476903, "mask_rcnn/false_positive": 0.7403584263171505, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.7900882763788104, "total_loss": 2.3423875062799198} {"data_time": 0.017019161023199558, "eta_seconds": 202829.61975886393, "iteration": 14779, "loss_fcos_cls": 0.35537995817139745, "loss_fcos_ctr": 0.6328468383289874, "loss_fcos_loc": 0.27276431187056005, "loss_mask": 0.6435302272439003, "loss_maskiou": 0.006568911678186851, "loss_sem_seg": 0.4063173197209835, "lr": 0.01, "mask_rcnn/accuracy": 0.5908710112334408, "mask_rcnn/false_negative": 0.05232180540370403, "mask_rcnn/false_positive": 0.8054739082016629, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7884133709594607, "total_loss": 2.3087335555173922} {"data_time": 0.015909225679934025, "eta_seconds": 202887.63257627282, "iteration": 14799, "loss_fcos_cls": 0.3554041818715632, "loss_fcos_ctr": 0.6270620161667466, "loss_fcos_loc": 0.24667737446725368, "loss_mask": 0.635179415345192, "loss_maskiou": 0.006008353884681128, "loss_sem_seg": 0.3944175187498331, "lr": 0.01, "mask_rcnn/accuracy": 0.6137182530310579, "mask_rcnn/false_negative": 0.021042686217282593, "mask_rcnn/false_positive": 0.8822151987927372, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.8082726402208209, "total_loss": 2.278467084543081} {"data_time": 0.01640042569488287, "eta_seconds": 202912.0245226184, "iteration": 14819, "loss_fcos_cls": 0.3549988097511232, "loss_fcos_ctr": 0.6308243367820978, "loss_fcos_loc": 0.2564329858869314, "loss_mask": 0.647123534232378, "loss_maskiou": 0.005667416044161655, "loss_sem_seg": 0.3789292685687542, "lr": 0.01, "mask_rcnn/accuracy": 0.5901397436271365, "mask_rcnn/false_negative": 0.06500987973983637, "mask_rcnn/false_positive": 0.8028234085245949, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.0, "time": 0.8094217674806714, "total_loss": 2.2287662781818653} {"data_time": 0.016847699880599976, "eta_seconds": 202867.7883719299, "iteration": 14839, "loss_fcos_cls": 0.32585910288617015, "loss_fcos_ctr": 0.6293893619440496, "loss_fcos_loc": 0.2501767969224602, "loss_mask": 0.6444953195750713, "loss_maskiou": 0.005790418988908641, "loss_sem_seg": 0.3669357653707266, "lr": 0.01, "mask_rcnn/accuracy": 0.6054223692655383, "mask_rcnn/false_negative": 0.07306090927134028, "mask_rcnn/false_positive": 0.7696413236789381, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.25, "time": 0.7965305307880044, "total_loss": 2.2414828069740906} {"data_time": 0.01773267239332199, "eta_seconds": 202839.93190913368, "iteration": 14859, "loss_fcos_cls": 0.33717725379392505, "loss_fcos_ctr": 0.6289538182318211, "loss_fcos_loc": 0.24800548318307847, "loss_mask": 0.6393261812627316, "loss_maskiou": 0.006121670827269554, "loss_sem_seg": 0.3546066472772509, "lr": 0.01, "mask_rcnn/accuracy": 0.6205431300427148, "mask_rcnn/false_negative": 0.07943058022551817, "mask_rcnn/false_positive": 0.7803746175355136, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7916996767744422, "total_loss": 2.245280471550359} {"data_time": 0.014910552650690079, "eta_seconds": 202824.03168675397, "iteration": 14879, "loss_fcos_cls": 0.33428125153295696, "loss_fcos_ctr": 0.6293103843927383, "loss_fcos_loc": 0.24982402590103447, "loss_mask": 0.6490871943533421, "loss_maskiou": 0.005966160839307122, "loss_sem_seg": 0.3593185886275023, "lr": 0.01, "mask_rcnn/accuracy": 0.5887640057594377, "mask_rcnn/false_negative": 0.07960166289598825, "mask_rcnn/false_positive": 0.7923920321191422, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.75, "time": 0.7863437971100211, "total_loss": 2.2270281836681534} {"data_time": 0.017809638753533363, "eta_seconds": 202835.53741997387, "iteration": 14899, "loss_fcos_cls": 0.3445049568545073, "loss_fcos_ctr": 0.6322103394195437, "loss_fcos_loc": 0.25751347560435534, "loss_mask": 0.6447211615741253, "loss_maskiou": 0.006096051642089151, "loss_sem_seg": 0.37254332192242146, "lr": 0.01, "mask_rcnn/accuracy": 0.6184969187728797, "mask_rcnn/false_negative": 0.04116906118835798, "mask_rcnn/false_positive": 0.8201001456943056, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.25, "time": 0.8039088118821383, "total_loss": 2.2768833071677363} {"data_time": 0.015245450660586357, "eta_seconds": 202832.5076210769, "iteration": 14919, "loss_fcos_cls": 0.33717641700059175, "loss_fcos_ctr": 0.6266580354422331, "loss_fcos_loc": 0.2407669792883098, "loss_mask": 0.6395184732973576, "loss_maskiou": 0.005874561087694019, "loss_sem_seg": 0.3755365489050746, "lr": 0.01, "mask_rcnn/accuracy": 0.627671292397556, "mask_rcnn/false_negative": 0.021214586481317813, "mask_rcnn/false_positive": 0.8371838873622757, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7857001032680273, "total_loss": 2.2424854647833854} {"data_time": 0.0173488175496459, "eta_seconds": 202803.73267794307, "iteration": 14939, "loss_fcos_cls": 0.3470744549995288, "loss_fcos_ctr": 0.6291307294741273, "loss_fcos_loc": 0.2556827941443771, "loss_mask": 0.6476798132061958, "loss_maskiou": 0.005972696380922571, "loss_sem_seg": 0.4176959628239274, "lr": 0.01, "mask_rcnn/accuracy": 0.5824641734640426, "mask_rcnn/false_negative": 0.051455998558543284, "mask_rcnn/false_positive": 0.8225188456644424, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7890066904947162, "total_loss": 2.323288545554533} {"data_time": 0.016861801967024803, "eta_seconds": 202708.43909103423, "iteration": 14959, "loss_fcos_cls": 0.35940914298407733, "loss_fcos_ctr": 0.6303316429257393, "loss_fcos_loc": 0.26170173939317465, "loss_mask": 0.6426055766642094, "loss_maskiou": 0.006193991834152257, "loss_sem_seg": 0.42351505905389786, "lr": 0.01, "mask_rcnn/accuracy": 0.6192424886621315, "mask_rcnn/false_negative": 0.04148216865268505, "mask_rcnn/false_positive": 0.8261405828241755, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.785149347037077, "total_loss": 2.338510193134425} {"data_time": 0.017338929697871208, "eta_seconds": 202722.21775967907, "iteration": 14979, "loss_fcos_cls": 0.34461245592683554, "loss_fcos_ctr": 0.6304988032206893, "loss_fcos_loc": 0.2536976902047172, "loss_mask": 0.6472396366298199, "loss_maskiou": 0.006007794261677191, "loss_sem_seg": 0.3887730771675706, "lr": 0.01, "mask_rcnn/accuracy": 0.6070102992934625, "mask_rcnn/false_negative": 0.06224890813563819, "mask_rcnn/false_positive": 0.7770873098981957, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 29.0, "time": 0.8014362128451467, "total_loss": 2.291955788357882} {"data_time": 0.01573867443948984, "eta_seconds": 202630.44964827225, "iteration": 14999, "loss_fcos_cls": 0.3356542803812772, "loss_fcos_ctr": 0.6316724121570587, "loss_fcos_loc": 0.24725237837992609, "loss_mask": 0.6428380273282528, "loss_maskiou": 0.006379725333317765, "loss_sem_seg": 0.371652586851269, "lr": 0.01, "mask_rcnn/accuracy": 0.606427798392084, "mask_rcnn/false_negative": 0.041635400533620984, "mask_rcnn/false_positive": 0.8373528266580605, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.75, "time": 0.7864499539136887, "total_loss": 2.2330190723005217} {"data_time": 0.01710513513535261, "eta_seconds": 202614.55712630972, "iteration": 15019, "loss_fcos_cls": 0.358312432654202, "loss_fcos_ctr": 0.6328668650239706, "loss_fcos_loc": 0.26953934878110886, "loss_mask": 0.6397818736732006, "loss_maskiou": 0.006452469518990256, "loss_sem_seg": 0.39902793150395155, "lr": 0.01, "mask_rcnn/accuracy": 0.6363551691579642, "mask_rcnn/false_negative": 0.07750308978801587, "mask_rcnn/false_positive": 0.7714126657070799, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.25, "time": 0.7880117371678352, "total_loss": 2.291168588148139} {"data_time": 0.016877926886081696, "eta_seconds": 202598.6646043472, "iteration": 15039, "loss_fcos_cls": 0.34070158703252673, "loss_fcos_ctr": 0.6290597412735224, "loss_fcos_loc": 0.25203133514150977, "loss_mask": 0.6473403126001358, "loss_maskiou": 0.006478246199549176, "loss_sem_seg": 0.3398934358265251, "lr": 0.01, "mask_rcnn/accuracy": 0.6106568872258886, "mask_rcnn/false_negative": 0.04248838804357405, "mask_rcnn/false_positive": 0.8170407949768159, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 41.5, "time": 0.793198206461966, "total_loss": 2.2136031187546905} {"data_time": 0.015700213611125946, "eta_seconds": 202535.7336554518, "iteration": 15059, "loss_fcos_cls": 0.346849377034232, "loss_fcos_ctr": 0.6311134174466133, "loss_fcos_loc": 0.2579472833313048, "loss_mask": 0.6431309022009373, "loss_maskiou": 0.005470149393659085, "loss_sem_seg": 0.34660929068922997, "lr": 0.01, "mask_rcnn/accuracy": 0.6184400606833642, "mask_rcnn/false_negative": 0.05424382102522779, "mask_rcnn/false_positive": 0.8352878275820939, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 37.25, "time": 0.7891574092209339, "total_loss": 2.218026609829394} {"data_time": 0.015985356643795967, "eta_seconds": 202624.43884573784, "iteration": 15079, "loss_fcos_cls": 0.3448632981162518, "loss_fcos_ctr": 0.6316681019961834, "loss_fcos_loc": 0.25691154366359115, "loss_mask": 0.6401139870285988, "loss_maskiou": 0.006017629108100664, "loss_sem_seg": 0.3739066952839494, "lr": 0.01, "mask_rcnn/accuracy": 0.6457449193789109, "mask_rcnn/false_negative": 0.12309324705055455, "mask_rcnn/false_positive": 0.573367507188675, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.7987613314762712, "total_loss": 2.2803543672853266} {"data_time": 0.016300270333886147, "eta_seconds": 202626.82692468446, "iteration": 15099, "loss_fcos_cls": 0.3318384487647563, "loss_fcos_ctr": 0.6271305186673999, "loss_fcos_loc": 0.243822839576751, "loss_mask": 0.6331675313413143, "loss_maskiou": 0.006022843735991046, "loss_sem_seg": 0.383676121244207, "lr": 0.01, "mask_rcnn/accuracy": 0.6385311117453975, "mask_rcnn/false_negative": 0.09727720298756903, "mask_rcnn/false_positive": 0.6983604554567608, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.7911306042224169, "total_loss": 2.222358490835177} {"data_time": 0.015480183064937592, "eta_seconds": 202610.92845218536, "iteration": 15119, "loss_fcos_cls": 0.3310709693469107, "loss_fcos_ctr": 0.627485687378794, "loss_fcos_loc": 0.2553178819362074, "loss_mask": 0.6490854620933533, "loss_maskiou": 0.006837562927103136, "loss_sem_seg": 0.39669144060462713, "lr": 0.01, "mask_rcnn/accuracy": 0.5955319383771726, "mask_rcnn/false_negative": 0.06858897039637886, "mask_rcnn/false_positive": 0.7765911649666173, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7851445218548179, "total_loss": 2.284242213660036} {"data_time": 0.01727838907390833, "eta_seconds": 202576.74773229193, "iteration": 15139, "loss_fcos_cls": 0.33586379885673523, "loss_fcos_ctr": 0.6324215577915311, "loss_fcos_loc": 0.25142686907202005, "loss_mask": 0.6420777924358845, "loss_maskiou": 0.006194156099809334, "loss_sem_seg": 0.35833585169166327, "lr": 0.01, "mask_rcnn/accuracy": 0.5783518562176396, "mask_rcnn/false_negative": 0.07595932471703734, "mask_rcnn/false_positive": 0.800447542378357, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7999115660786629, "total_loss": 2.232041502575157} {"data_time": 0.014449591748416424, "eta_seconds": 202427.92793946806, "iteration": 15159, "loss_fcos_cls": 0.3410617206245661, "loss_fcos_ctr": 0.630572603084147, "loss_fcos_loc": 0.25686725450214, "loss_mask": 0.6462787315249443, "loss_maskiou": 0.006166839273646474, "loss_sem_seg": 0.3824710575863719, "lr": 0.01, "mask_rcnn/accuracy": 0.6183108978054498, "mask_rcnn/false_negative": 0.03043590823360945, "mask_rcnn/false_positive": 0.8810545699448282, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.75, "time": 0.7782974969595671, "total_loss": 2.268268071624334} {"data_time": 0.016111137345433235, "eta_seconds": 202369.97911386844, "iteration": 15179, "loss_fcos_cls": 0.36126350704580545, "loss_fcos_ctr": 0.6316220695152879, "loss_fcos_loc": 0.263331399182789, "loss_mask": 0.643974345177412, "loss_maskiou": 0.006219413276994601, "loss_sem_seg": 0.3588082632049918, "lr": 0.01, "mask_rcnn/accuracy": 0.6239193594104309, "mask_rcnn/false_negative": 0.08550779219283183, "mask_rcnn/false_positive": 0.7604573073706165, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.5, "time": 0.7900551687926054, "total_loss": 2.2509689708676888} {"data_time": 0.015355442650616169, "eta_seconds": 202264.34086542204, "iteration": 15199, "loss_fcos_cls": 0.362442446872592, "loss_fcos_ctr": 0.6276356210000813, "loss_fcos_loc": 0.257484863512218, "loss_mask": 0.6450616046786308, "loss_maskiou": 0.005961266841040924, "loss_sem_seg": 0.4177165240980685, "lr": 0.01, "mask_rcnn/accuracy": 0.5680948515769945, "mask_rcnn/false_negative": 0.021053122028677804, "mask_rcnn/false_positive": 0.8794778563478927, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7848095512017608, "total_loss": 2.329573307055398} {"data_time": 0.01711078640073538, "eta_seconds": 202146.85657615028, "iteration": 15219, "loss_fcos_cls": 0.3667882517911494, "loss_fcos_ctr": 0.6323282867670059, "loss_fcos_loc": 0.2560589532367885, "loss_mask": 0.6462634317576885, "loss_maskiou": 0.005912454187637195, "loss_sem_seg": 0.3798953737132251, "lr": 0.01, "mask_rcnn/accuracy": 0.6128150619222048, "mask_rcnn/false_negative": 0.053679277081486995, "mask_rcnn/false_positive": 0.8282782745529982, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.25, "time": 0.7886525085195899, "total_loss": 2.255007522413507} {"data_time": 0.015793491154909134, "eta_seconds": 201999.05323918443, "iteration": 15239, "loss_fcos_cls": 0.3469445467926562, "loss_fcos_ctr": 0.6285651763901114, "loss_fcos_loc": 0.24313009716570377, "loss_mask": 0.6422023735940456, "loss_maskiou": 0.005804329193779267, "loss_sem_seg": 0.35103352600708604, "lr": 0.01, "mask_rcnn/accuracy": 0.5753959396258503, "mask_rcnn/false_negative": 0.05120298433077422, "mask_rcnn/false_positive": 0.7776390867823542, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7830437058582902, "total_loss": 2.233737915434176} {"data_time": 0.01543411985039711, "eta_seconds": 201983.19531326648, "iteration": 15259, "loss_fcos_cls": 0.354624074883759, "loss_fcos_ctr": 0.6273469217121601, "loss_fcos_loc": 0.25926852063275874, "loss_mask": 0.6393584609031677, "loss_maskiou": 0.006770739171770401, "loss_sem_seg": 0.3950264835730195, "lr": 0.01, "mask_rcnn/accuracy": 0.5990911989795918, "mask_rcnn/false_negative": 0.1151969413747648, "mask_rcnn/false_positive": 0.710852335737316, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.8008510945364833, "total_loss": 2.2934660374594387} {"data_time": 0.01430688425898552, "eta_seconds": 201932.12121444382, "iteration": 15279, "loss_fcos_cls": 0.3526261649094522, "loss_fcos_ctr": 0.63374531455338, "loss_fcos_loc": 0.26096117263659835, "loss_mask": 0.6432096883654594, "loss_maskiou": 0.0063007610879139975, "loss_sem_seg": 0.38892419962212443, "lr": 0.01, "mask_rcnn/accuracy": 0.6072337372448979, "mask_rcnn/false_negative": 0.030205879376613357, "mask_rcnn/false_positive": 0.8693457952279251, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.8095723604783416, "total_loss": 2.276000811049016} {"data_time": 0.015594594180583954, "eta_seconds": 201951.47946143057, "iteration": 15299, "loss_fcos_cls": 0.3351292801089585, "loss_fcos_ctr": 0.6294478978961706, "loss_fcos_loc": 0.25637423107400537, "loss_mask": 0.6468172483146191, "loss_maskiou": 0.005312394481734373, "loss_sem_seg": 0.345970788737759, "lr": 0.01, "mask_rcnn/accuracy": 0.6305329304558672, "mask_rcnn/false_negative": 0.10359526619911004, "mask_rcnn/false_positive": 0.7356472429659189, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.25, "time": 0.8067756863310933, "total_loss": 2.246385571663268} {"data_time": 0.017893881537020206, "eta_seconds": 201844.59293132275, "iteration": 15319, "loss_fcos_cls": 0.34820680785924196, "loss_fcos_ctr": 0.6301759053021669, "loss_fcos_loc": 0.26000076346099377, "loss_mask": 0.6478057503700256, "loss_maskiou": 0.0063847198616713285, "loss_sem_seg": 0.40386315388605, "lr": 0.01, "mask_rcnn/accuracy": 0.5860116390306123, "mask_rcnn/false_negative": 0.08053666642355681, "mask_rcnn/false_positive": 0.7954801758332963, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7962745437398553, "total_loss": 2.3022661885916023} {"data_time": 0.016812057234346867, "eta_seconds": 202024.4117560694, "iteration": 15339, "loss_fcos_cls": 0.33269051322713494, "loss_fcos_ctr": 0.628539415076375, "loss_fcos_loc": 0.2487231967970729, "loss_mask": 0.6424812003970146, "loss_maskiou": 0.005990467878291383, "loss_sem_seg": 0.3921680508647114, "lr": 0.01, "mask_rcnn/accuracy": 0.6063113940931564, "mask_rcnn/false_negative": 0.06829920704844117, "mask_rcnn/false_positive": 0.7769165210959124, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 39.5, "time": 0.7969850460067391, "total_loss": 2.233966840081848} {"data_time": 0.015296922996640205, "eta_seconds": 202008.54561152775, "iteration": 15359, "loss_fcos_cls": 0.33508242131210864, "loss_fcos_ctr": 0.6285172142088413, "loss_fcos_loc": 0.24604550213553011, "loss_mask": 0.6411953158676624, "loss_maskiou": 0.005963374060229398, "loss_sem_seg": 0.39725149935111403, "lr": 0.01, "mask_rcnn/accuracy": 0.6092779032192297, "mask_rcnn/false_negative": 0.025389254875087808, "mask_rcnn/false_positive": 0.8756731536918201, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.7970920065417886, "total_loss": 2.242230069678044} {"data_time": 0.014323330484330654, "eta_seconds": 201760.25775136612, "iteration": 15379, "loss_fcos_cls": 0.3170824849512428, "loss_fcos_ctr": 0.6303508765995502, "loss_fcos_loc": 0.24728593393228948, "loss_mask": 0.6429369039833546, "loss_maskiou": 0.005182645465538371, "loss_sem_seg": 0.3720820494927466, "lr": 0.01, "mask_rcnn/accuracy": 0.610017259022253, "mask_rcnn/false_negative": 0.02888984838029693, "mask_rcnn/false_positive": 0.8335026462644402, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.776239556260407, "total_loss": 2.199715178612678} {"data_time": 0.01579564157873392, "eta_seconds": 201696.41694242042, "iteration": 15399, "loss_fcos_cls": 0.33429826656356454, "loss_fcos_ctr": 0.6312329508364201, "loss_fcos_loc": 0.25994649168569595, "loss_mask": 0.6440493054687977, "loss_maskiou": 0.0057319043698953465, "loss_sem_seg": 0.42590069537982345, "lr": 0.01, "mask_rcnn/accuracy": 0.6070625472411187, "mask_rcnn/false_negative": 0.05185690955797865, "mask_rcnn/false_positive": 0.8383653094867723, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7912974236533046, "total_loss": 2.3133263114796137} {"data_time": 0.016617740504443645, "eta_seconds": 201614.67786859255, "iteration": 15419, "loss_fcos_cls": 0.3518151747994125, "loss_fcos_ctr": 0.631951417773962, "loss_fcos_loc": 0.26035918947309256, "loss_mask": 0.6449364013969898, "loss_maskiou": 0.0062676150919287466, "loss_sem_seg": 0.3551094278227538, "lr": 0.01, "mask_rcnn/accuracy": 0.590524593489826, "mask_rcnn/false_negative": 0.05566023532781264, "mask_rcnn/false_positive": 0.8473035326508619, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7944681858643889, "total_loss": 2.2286795547115617} {"data_time": 0.015692535787820816, "eta_seconds": 201749.4882664606, "iteration": 15439, "loss_fcos_cls": 0.3335944628342986, "loss_fcos_ctr": 0.6279848208650947, "loss_fcos_loc": 0.2535799148026854, "loss_mask": 0.6415688097476959, "loss_maskiou": 0.006172031658934429, "loss_sem_seg": 0.36651253094896674, "lr": 0.01, "mask_rcnn/accuracy": 0.5692602040816327, "mask_rcnn/false_negative": 0.09026198719798928, "mask_rcnn/false_positive": 0.7540827853659005, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.8030530093237758, "total_loss": 2.2458774704427924} {"data_time": 0.018235516734421253, "eta_seconds": 201648.8845878085, "iteration": 15459, "loss_fcos_cls": 0.3571423143148422, "loss_fcos_ctr": 0.628366676159203, "loss_fcos_loc": 0.25917752701207064, "loss_mask": 0.6468082517385483, "loss_maskiou": 0.0052248842403059825, "loss_sem_seg": 0.419601674657315, "lr": 0.01, "mask_rcnn/accuracy": 0.61949297184167, "mask_rcnn/false_negative": 0.018972993256938984, "mask_rcnn/false_positive": 0.8823259875654088, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7902901200577617, "total_loss": 2.2851681918400573} {"data_time": 0.017520601861178875, "eta_seconds": 201566.16286389902, "iteration": 15479, "loss_fcos_cls": 0.36059675784781575, "loss_fcos_ctr": 0.629942043684423, "loss_fcos_loc": 0.25431029545143247, "loss_mask": 0.6492567397654057, "loss_maskiou": 0.006711751309921965, "loss_sem_seg": 0.37557144835591316, "lr": 0.01, "mask_rcnn/accuracy": 0.6161766334440754, "mask_rcnn/false_negative": 0.11937674880344351, "mask_rcnn/false_positive": 0.7044959825027837, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7852360345423222, "total_loss": 2.270592764803041} {"data_time": 0.016244963742792606, "eta_seconds": 201588.5116482135, "iteration": 15499, "loss_fcos_cls": 0.35734537336975336, "loss_fcos_ctr": 0.6288036052137613, "loss_fcos_loc": 0.25642261910252273, "loss_mask": 0.6360392943024635, "loss_maskiou": 0.006430814399209339, "loss_sem_seg": 0.3640043316408992, "lr": 0.01, "mask_rcnn/accuracy": 0.6077823696839422, "mask_rcnn/false_negative": 0.07664245790209806, "mask_rcnn/false_positive": 0.7643671637480722, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.5, "time": 0.7928173607215285, "total_loss": 2.2384272710769437} {"data_time": 0.01743957307189703, "eta_seconds": 201572.6697842013, "iteration": 15519, "loss_fcos_cls": 0.32376757031306624, "loss_fcos_ctr": 0.6285807406529784, "loss_fcos_loc": 0.25924264261266217, "loss_mask": 0.6456156708300114, "loss_maskiou": 0.006334613754006568, "loss_sem_seg": 0.34002760145813227, "lr": 0.01, "mask_rcnn/accuracy": 0.6042231345663265, "mask_rcnn/false_negative": 0.059748082688142023, "mask_rcnn/false_positive": 0.7943489318300895, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.7998772216960788, "total_loss": 2.223763808302465} {"data_time": 0.014328541234135628, "eta_seconds": 201556.82792018913, "iteration": 15539, "loss_fcos_cls": 0.34096473455429077, "loss_fcos_ctr": 0.6264486494474113, "loss_fcos_loc": 0.24702287116087973, "loss_mask": 0.6432083956897259, "loss_maskiou": 0.005887141218408942, "loss_sem_seg": 0.4169927681796253, "lr": 0.01, "mask_rcnn/accuracy": 0.6260325558794947, "mask_rcnn/false_negative": 0.055688034586419216, "mask_rcnn/false_positive": 0.8331668411404785, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7877009781077504, "total_loss": 2.2923907602671534} {"data_time": 0.016444163396954536, "eta_seconds": 201463.20791536383, "iteration": 15559, "loss_fcos_cls": 0.3428585008950904, "loss_fcos_ctr": 0.6326514123938978, "loss_fcos_loc": 0.2534290561452508, "loss_mask": 0.6429583430290222, "loss_maskiou": 0.00612297384213889, "loss_sem_seg": 0.35627430584281683, "lr": 0.01, "mask_rcnn/accuracy": 0.6245864591481192, "mask_rcnn/false_negative": 0.06689010223027286, "mask_rcnn/false_positive": 0.7576423299501497, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 27.25, "time": 0.7955156415700912, "total_loss": 2.237830510137428} {"data_time": 0.01532656792551279, "eta_seconds": 201525.14419216476, "iteration": 15579, "loss_fcos_cls": 0.3431547791697085, "loss_fcos_ctr": 0.6312496047466993, "loss_fcos_loc": 0.25850064773112535, "loss_mask": 0.6355129145085812, "loss_maskiou": 0.00666077078494709, "loss_sem_seg": 0.37568460451439023, "lr": 0.01, "mask_rcnn/accuracy": 0.6045784103114931, "mask_rcnn/false_negative": 0.05440871261485862, "mask_rcnn/false_positive": 0.7527214678903049, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.0, "time": 0.795289353467524, "total_loss": 2.250544380833162} {"data_time": 0.015537078492343426, "eta_seconds": 201542.8858851483, "iteration": 15599, "loss_fcos_cls": 0.3379883971065283, "loss_fcos_ctr": 0.6306781554594636, "loss_fcos_loc": 0.2500306977890432, "loss_mask": 0.6374570988118649, "loss_maskiou": 0.005871905417734524, "loss_sem_seg": 0.42402325477451086, "lr": 0.01, "mask_rcnn/accuracy": 0.6550611586884574, "mask_rcnn/false_negative": 0.02285263052198533, "mask_rcnn/false_positive": 0.8752891902000183, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.0, "time": 0.7931597353890538, "total_loss": 2.2733902421750827} {"data_time": 0.01583041436970234, "eta_seconds": 201606.83126916736, "iteration": 15619, "loss_fcos_cls": 0.3290710794972256, "loss_fcos_ctr": 0.6295991390943527, "loss_fcos_loc": 0.24432061379775405, "loss_mask": 0.648380309343338, "loss_maskiou": 0.005409780584159307, "loss_sem_seg": 0.44471828173846006, "lr": 0.01, "mask_rcnn/accuracy": 0.6119296731850634, "mask_rcnn/false_negative": 0.036905980026253275, "mask_rcnn/false_positive": 0.863789032449449, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.75, "time": 0.7891807602718472, "total_loss": 2.3027613020822173} {"data_time": 0.016698896884918213, "eta_seconds": 201383.88914478477, "iteration": 15639, "loss_fcos_cls": 0.3454765931237489, "loss_fcos_ctr": 0.6282845139503479, "loss_fcos_loc": 0.2536323156673461, "loss_mask": 0.6444652788341045, "loss_maskiou": 0.006158878793939948, "loss_sem_seg": 0.41210003942251205, "lr": 0.01, "mask_rcnn/accuracy": 0.6047800630668935, "mask_rcnn/false_negative": 0.05211884111604568, "mask_rcnn/false_positive": 0.8505190692070028, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 27.75, "time": 0.7750543681904674, "total_loss": 2.2911570696305716} {"data_time": 0.017081881873309612, "eta_seconds": 201368.05465057027, "iteration": 15659, "loss_fcos_cls": 0.34045739751309156, "loss_fcos_ctr": 0.6267370097339153, "loss_fcos_loc": 0.24509227683302015, "loss_mask": 0.6439731642603874, "loss_maskiou": 0.006064593879273161, "loss_sem_seg": 0.3734950963407755, "lr": 0.01, "mask_rcnn/accuracy": 0.588145545898159, "mask_rcnn/false_negative": 0.03176446587386923, "mask_rcnn/false_positive": 0.8660802370648768, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 40.0, "time": 0.7870358778163791, "total_loss": 2.2408881973387906} {"data_time": 0.014639344997704029, "eta_seconds": 201479.50786827412, "iteration": 15679, "loss_fcos_cls": 0.3440833624918014, "loss_fcos_ctr": 0.6294536823406816, "loss_fcos_loc": 0.2547105292323977, "loss_mask": 0.6460591182112694, "loss_maskiou": 0.005950741411652416, "loss_sem_seg": 0.3759763967245817, "lr": 0.01, "mask_rcnn/accuracy": 0.5855852245269693, "mask_rcnn/false_negative": 0.03084401980800753, "mask_rcnn/false_positive": 0.8774432191023172, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.8064719811081886, "total_loss": 2.237476572023297} {"data_time": 0.015833640471100807, "eta_seconds": 201391.9353705682, "iteration": 15699, "loss_fcos_cls": 0.34208998270332813, "loss_fcos_ctr": 0.6303087463602424, "loss_fcos_loc": 0.25322417938150465, "loss_mask": 0.6422143094241619, "loss_maskiou": 0.006151395195047371, "loss_sem_seg": 0.3647954002954066, "lr": 0.01, "mask_rcnn/accuracy": 0.6274773994104683, "mask_rcnn/false_negative": 0.01764188160940887, "mask_rcnn/false_positive": 0.884053801901027, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.75, "time": 0.7960147382691503, "total_loss": 2.233309162693331} {"data_time": 0.01831422746181488, "eta_seconds": 201336.5219124537, "iteration": 15719, "loss_fcos_cls": 0.32970137102529407, "loss_fcos_ctr": 0.6274210819974542, "loss_fcos_loc": 0.251971555640921, "loss_mask": 0.6403811611235142, "loss_maskiou": 0.0057526461823727, "loss_sem_seg": 0.3903729245066643, "lr": 0.01, "mask_rcnn/accuracy": 0.6394613040021203, "mask_rcnn/false_negative": 0.042105062082116375, "mask_rcnn/false_positive": 0.853132009765146, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7864144798368216, "total_loss": 2.2557711956396815} {"data_time": 0.016391237266361713, "eta_seconds": 201360.25764450803, "iteration": 15739, "loss_fcos_cls": 0.3379319114610553, "loss_fcos_ctr": 0.6284523317590356, "loss_fcos_loc": 0.24922765302471817, "loss_mask": 0.6479994915425777, "loss_maskiou": 0.005804748696391471, "loss_sem_seg": 0.42003637668676674, "lr": 0.01, "mask_rcnn/accuracy": 0.587034197261926, "mask_rcnn/false_negative": 0.11752249200295924, "mask_rcnn/false_positive": 0.7167083548971731, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.5, "time": 0.7861077897250652, "total_loss": 2.29023193300236} {"data_time": 0.017337053082883358, "eta_seconds": 201344.41878147796, "iteration": 15759, "loss_fcos_cls": 0.3498681643977761, "loss_fcos_ctr": 0.6303248899057508, "loss_fcos_loc": 0.25912029459141195, "loss_mask": 0.6467962116003036, "loss_maskiou": 0.005865395323780831, "loss_sem_seg": 0.3614942776039243, "lr": 0.01, "mask_rcnn/accuracy": 0.6146680113432933, "mask_rcnn/false_negative": 0.031381681807805484, "mask_rcnn/false_positive": 0.8625477704068325, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.25, "time": 0.7900227643549442, "total_loss": 2.2799782654619776} {"data_time": 0.01793349627405405, "eta_seconds": 201366.72555204295, "iteration": 15779, "loss_fcos_cls": 0.34323289385065436, "loss_fcos_ctr": 0.6327968291006982, "loss_fcos_loc": 0.2498542082030326, "loss_mask": 0.6454301103949547, "loss_maskiou": 0.006133588452939875, "loss_sem_seg": 0.36784365959465504, "lr": 0.01, "mask_rcnn/accuracy": 0.6065234963489228, "mask_rcnn/false_negative": 0.052552508191825886, "mask_rcnn/false_positive": 0.7681825932940258, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.5, "time": 0.8010054593905807, "total_loss": 2.2471152341313427} {"data_time": 0.016149449162185192, "eta_seconds": 201209.39889137447, "iteration": 15799, "loss_fcos_cls": 0.33417155034840107, "loss_fcos_ctr": 0.6313709635287523, "loss_fcos_loc": 0.24683997896499932, "loss_mask": 0.6454170532524586, "loss_maskiou": 0.00636536703677848, "loss_sem_seg": 0.3522779415361583, "lr": 0.01, "mask_rcnn/accuracy": 0.616707686595765, "mask_rcnn/false_negative": 0.029329229872327875, "mask_rcnn/false_positive": 0.8711318812320938, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.25, "time": 0.7886731699109077, "total_loss": 2.240447765972931} {"data_time": 0.015797878615558147, "eta_seconds": 201033.983649306, "iteration": 15819, "loss_fcos_cls": 0.342989218654111, "loss_fcos_ctr": 0.6306680776178837, "loss_fcos_loc": 0.2503856346011162, "loss_mask": 0.6337895914912224, "loss_maskiou": 0.005608597504760837, "loss_sem_seg": 0.3636342128738761, "lr": 0.01, "mask_rcnn/accuracy": 0.6119253673051401, "mask_rcnn/false_negative": 0.035770142860642375, "mask_rcnn/false_positive": 0.8861693563704405, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.25, "time": 0.7788600996136665, "total_loss": 2.2314461464702617} {"data_time": 0.015665576793253422, "eta_seconds": 201018.16547378153, "iteration": 15839, "loss_fcos_cls": 0.3189620915800333, "loss_fcos_ctr": 0.626185460248962, "loss_fcos_loc": 0.24830758769530803, "loss_mask": 0.6414890699088573, "loss_maskiou": 0.005629183629935142, "loss_sem_seg": 0.36582559905946255, "lr": 0.01, "mask_rcnn/accuracy": 0.6062342871931381, "mask_rcnn/false_negative": 0.02246930575158937, "mask_rcnn/false_positive": 0.8932863985760044, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.5, "time": 0.7870968598872423, "total_loss": 2.216023360284453} {"data_time": 0.01530458778142929, "eta_seconds": 201117.72949259728, "iteration": 15859, "loss_fcos_cls": 0.3389388029463589, "loss_fcos_ctr": 0.6297169383615255, "loss_fcos_loc": 0.24784449802245945, "loss_mask": 0.6484984867274761, "loss_maskiou": 0.00548880739370361, "loss_sem_seg": 0.39388863183557987, "lr": 0.01, "mask_rcnn/accuracy": 0.6298421613139892, "mask_rcnn/false_negative": 0.08535909513714934, "mask_rcnn/false_positive": 0.7065323159408807, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7990236338227987, "total_loss": 2.2832300120571745} {"data_time": 0.016684464178979397, "eta_seconds": 201081.1125549646, "iteration": 15879, "loss_fcos_cls": 0.35986596811562777, "loss_fcos_ctr": 0.62868541944772, "loss_fcos_loc": 0.24863716983236372, "loss_mask": 0.6391013041138649, "loss_maskiou": 0.00635519500792725, "loss_sem_seg": 0.3738354854285717, "lr": 0.01, "mask_rcnn/accuracy": 0.6183897472032291, "mask_rcnn/false_negative": 0.06251982631584058, "mask_rcnn/false_positive": 0.7398089581641166, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.75, "time": 0.7794444626197219, "total_loss": 2.2260336410690797} {"data_time": 0.014924492686986923, "eta_seconds": 201065.28693547193, "iteration": 15899, "loss_fcos_cls": 0.34554844279773533, "loss_fcos_ctr": 0.6312563344836235, "loss_fcos_loc": 0.25439352891407907, "loss_mask": 0.6457023769617081, "loss_maskiou": 0.005695678381016478, "loss_sem_seg": 0.39379565231502056, "lr": 0.01, "mask_rcnn/accuracy": 0.6192610595546066, "mask_rcnn/false_negative": 0.047017605561102835, "mask_rcnn/false_positive": 0.7987102779439073, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.5, "time": 0.8084587277844548, "total_loss": 2.2914432530960767} {"data_time": 0.015859490260481834, "eta_seconds": 201070.2477255091, "iteration": 15919, "loss_fcos_cls": 0.33970704837702215, "loss_fcos_ctr": 0.6296437159180641, "loss_fcos_loc": 0.2579618338495493, "loss_mask": 0.6488161198794842, "loss_maskiou": 0.0061269166762940586, "loss_sem_seg": 0.34025436732918024, "lr": 0.01, "mask_rcnn/accuracy": 0.6020911654135339, "mask_rcnn/false_negative": 0.09735925854638453, "mask_rcnn/false_positive": 0.8255777492425718, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7956900019198656, "total_loss": 2.2240144805109594} {"data_time": 0.015689031220972538, "eta_seconds": 201089.46683970932, "iteration": 15939, "loss_fcos_cls": 0.3420571624301374, "loss_fcos_ctr": 0.6312403026968241, "loss_fcos_loc": 0.2601708862930536, "loss_mask": 0.643534604460001, "loss_maskiou": 0.005780520870757755, "loss_sem_seg": 0.3616958996281028, "lr": 0.01, "mask_rcnn/accuracy": 0.5943204628086654, "mask_rcnn/false_negative": 0.05353628320306146, "mask_rcnn/false_positive": 0.8185101359673315, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.8006607992574573, "total_loss": 2.2423669845447876} {"data_time": 0.015669427812099457, "eta_seconds": 201099.32432171796, "iteration": 15959, "loss_fcos_cls": 0.35799178574234247, "loss_fcos_ctr": 0.6281518079340458, "loss_fcos_loc": 0.24278285750187933, "loss_mask": 0.645870603621006, "loss_maskiou": 0.005786967201856896, "loss_sem_seg": 0.4174108589068055, "lr": 0.01, "mask_rcnn/accuracy": 0.6216494768161668, "mask_rcnn/false_negative": 0.05232617786618147, "mask_rcnn/false_positive": 0.7973571999026914, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7907224735245109, "total_loss": 2.2847411635775643} {"data_time": 0.015555081889033318, "eta_seconds": 201022.76595842093, "iteration": 15979, "loss_fcos_cls": 0.3409749842248857, "loss_fcos_ctr": 0.6276747453957796, "loss_fcos_loc": 0.24656052188947797, "loss_mask": 0.6377631016075611, "loss_maskiou": 0.005519448248378467, "loss_sem_seg": 0.3950837212614715, "lr": 0.01, "mask_rcnn/accuracy": 0.6072247294221016, "mask_rcnn/false_negative": 0.06395710329174081, "mask_rcnn/false_positive": 0.832345175134966, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7863982552662492, "total_loss": 2.2690234502151725} {"data_time": 0.015842344611883163, "eta_seconds": 200923.3307539327, "iteration": 15999, "loss_fcos_cls": 0.34719642205163836, "loss_fcos_ctr": 0.6316340090706944, "loss_fcos_loc": 0.2588830147869885, "loss_mask": 0.6480444371700287, "loss_maskiou": 0.00621528344345279, "loss_sem_seg": 0.4170057000592351, "lr": 0.01, "mask_rcnn/accuracy": 0.6341322987528345, "mask_rcnn/false_negative": 0.03304430778784685, "mask_rcnn/false_positive": 0.861920824119262, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7855618819594383, "total_loss": 2.308104626776185} {"data_time": 0.015453075990080833, "eta_seconds": 200907.51008151378, "iteration": 16019, "loss_fcos_cls": 0.3463235320523381, "loss_fcos_ctr": 0.6305186990648508, "loss_fcos_loc": 0.2565096663311124, "loss_mask": 0.6484109833836555, "loss_maskiou": 0.0062436008447548375, "loss_sem_seg": 0.383978771045804, "lr": 0.01, "mask_rcnn/accuracy": 0.5917273535920392, "mask_rcnn/false_negative": 0.05442211990232176, "mask_rcnn/false_positive": 0.8313424069108748, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7740833833813667, "total_loss": 2.266451108196634} {"data_time": 0.019103029742836952, "eta_seconds": 200836.6167634325, "iteration": 16039, "loss_fcos_cls": 0.347890458535403, "loss_fcos_ctr": 0.6279589508194476, "loss_fcos_loc": 0.2516139338258654, "loss_mask": 0.6393298394978046, "loss_maskiou": 0.005415698833530769, "loss_sem_seg": 0.40491526667028666, "lr": 0.01, "mask_rcnn/accuracy": 0.6297391969071002, "mask_rcnn/false_negative": 0.06003174600534515, "mask_rcnn/false_positive": 0.7680507610918874, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 39.0, "time": 0.7909926483407617, "total_loss": 2.284006791858701} {"data_time": 0.017774682492017746, "eta_seconds": 200820.8004281083, "iteration": 16059, "loss_fcos_cls": 0.3308290564455092, "loss_fcos_ctr": 0.6308446917682886, "loss_fcos_loc": 0.24830303364433348, "loss_mask": 0.6447589583694935, "loss_maskiou": 0.005873736387002282, "loss_sem_seg": 0.34713084110990167, "lr": 0.01, "mask_rcnn/accuracy": 0.5951007687048935, "mask_rcnn/false_negative": 0.032012712874023574, "mask_rcnn/false_positive": 0.8580629849835348, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7890686616301537, "total_loss": 2.222686304987292} {"data_time": 0.015964195132255554, "eta_seconds": 200837.1806930611, "iteration": 16079, "loss_fcos_cls": 0.3453652076423168, "loss_fcos_ctr": 0.6301746740937233, "loss_fcos_loc": 0.25475894124247134, "loss_mask": 0.6465263664722443, "loss_maskiou": 0.00697728106752038, "loss_sem_seg": 0.3645632010884583, "lr": 0.01, "mask_rcnn/accuracy": 0.6036655701801427, "mask_rcnn/false_negative": 0.06689867368211075, "mask_rcnn/false_positive": 0.7674372892965379, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.8002745350822806, "total_loss": 2.2441787410643883} {"data_time": 0.016149231232702732, "eta_seconds": 200783.15945046768, "iteration": 16099, "loss_fcos_cls": 0.34347999817691743, "loss_fcos_ctr": 0.6321233343333006, "loss_fcos_loc": 0.2629408957436681, "loss_mask": 0.6498250104486942, "loss_maskiou": 0.0057624545370345, "loss_sem_seg": 0.3758423337712884, "lr": 0.01, "mask_rcnn/accuracy": 0.5807115844458084, "mask_rcnn/false_negative": 0.05849615490412971, "mask_rcnn/false_positive": 0.8331419866135318, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 38.75, "time": 0.7782534258440137, "total_loss": 2.2814484549162444} {"data_time": 0.01688907016068697, "eta_seconds": 200773.35142213572, "iteration": 16119, "loss_fcos_cls": 0.3415374178439379, "loss_fcos_ctr": 0.6302036005072296, "loss_fcos_loc": 0.2610813342034817, "loss_mask": 0.6429223828017712, "loss_maskiou": 0.005930347018875182, "loss_sem_seg": 0.36318866070359945, "lr": 0.01, "mask_rcnn/accuracy": 0.5959346801572412, "mask_rcnn/false_negative": 0.0736497959984306, "mask_rcnn/false_positive": 0.7650261270730687, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.75, "time": 0.792040640488267, "total_loss": 2.246108205639757} {"data_time": 0.015717394649982452, "eta_seconds": 200757.53508681152, "iteration": 16139, "loss_fcos_cls": 0.32827507238835096, "loss_fcos_ctr": 0.6265806113369763, "loss_fcos_loc": 0.24371455097571015, "loss_mask": 0.6450651288032532, "loss_maskiou": 0.005689901561709121, "loss_sem_seg": 0.38016905449330807, "lr": 0.01, "mask_rcnn/accuracy": 0.606270499271137, "mask_rcnn/false_negative": 0.05736408564256115, "mask_rcnn/false_positive": 0.8439836955323912, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.805137038230896, "total_loss": 2.2275594570674} {"data_time": 0.015627630054950714, "eta_seconds": 200880.3206571564, "iteration": 16159, "loss_fcos_cls": 0.34536408307030797, "loss_fcos_ctr": 0.6299772076308727, "loss_fcos_loc": 0.24547656951472163, "loss_mask": 0.6415452621877193, "loss_maskiou": 0.005601046708761714, "loss_sem_seg": 0.394992817658931, "lr": 0.01, "mask_rcnn/accuracy": 0.6125724031495716, "mask_rcnn/false_negative": 0.03812449358379588, "mask_rcnn/false_positive": 0.8661730651051149, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.791785342618823, "total_loss": 2.2532858775011846} {"data_time": 0.0164154265075922, "eta_seconds": 200820.86989708152, "iteration": 16179, "loss_fcos_cls": 0.3343293066136539, "loss_fcos_ctr": 0.6310953367501497, "loss_fcos_loc": 0.25162759819068015, "loss_mask": 0.6441976837813854, "loss_maskiou": 0.006196879425260704, "loss_sem_seg": 0.36227923445403576, "lr": 0.01, "mask_rcnn/accuracy": 0.5662313215884645, "mask_rcnn/false_negative": 0.06064834858349194, "mask_rcnn/false_positive": 0.8291620022447027, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7885609194636345, "total_loss": 2.2500317894518957} {"data_time": 0.017125966027379036, "eta_seconds": 200871.61324005667, "iteration": 16199, "loss_fcos_cls": 0.3386245365254581, "loss_fcos_ctr": 0.6310839662328362, "loss_fcos_loc": 0.25821060221642256, "loss_mask": 0.6509273014962673, "loss_maskiou": 0.006203908938914537, "loss_sem_seg": 0.3891721540130675, "lr": 0.01, "mask_rcnn/accuracy": 0.6189548853249165, "mask_rcnn/false_negative": 0.03416676425374017, "mask_rcnn/false_positive": 0.871426076902683, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7919315518811345, "total_loss": 2.2674346364074154} {"data_time": 0.01794529240578413, "eta_seconds": 200920.73889836948, "iteration": 16219, "loss_fcos_cls": 0.35125961154699326, "loss_fcos_ctr": 0.6279658647254109, "loss_fcos_loc": 0.2521803642157465, "loss_mask": 0.648120854049921, "loss_maskiou": 0.0066315612639300525, "loss_sem_seg": 0.38537340401671827, "lr": 0.01, "mask_rcnn/accuracy": 0.6102124693414781, "mask_rcnn/false_negative": 0.05430409501862764, "mask_rcnn/false_positive": 0.8196330249238617, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 41.0, "time": 0.8075560759752989, "total_loss": 2.276411831029691} {"data_time": 0.015509519726037979, "eta_seconds": 200940.76948264427, "iteration": 16239, "loss_fcos_cls": 0.35066822450608015, "loss_fcos_ctr": 0.6322851097211242, "loss_fcos_loc": 0.2516839816235006, "loss_mask": 0.6372192986309528, "loss_maskiou": 0.006364109358401038, "loss_sem_seg": 0.3762484760954976, "lr": 0.01, "mask_rcnn/accuracy": 0.5953933160565814, "mask_rcnn/false_negative": 0.02784822700974993, "mask_rcnn/false_positive": 0.8810008479623667, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.8134085806086659, "total_loss": 2.2373033252570167} {"data_time": 0.013837785460054874, "eta_seconds": 200918.66824242286, "iteration": 16259, "loss_fcos_cls": 0.3384986938908696, "loss_fcos_ctr": 0.6294126026332378, "loss_fcos_loc": 0.2498472782317549, "loss_mask": 0.6486385576426983, "loss_maskiou": 0.005909285591769731, "loss_sem_seg": 0.34634819300845265, "lr": 0.01, "mask_rcnn/accuracy": 0.6040839063621629, "mask_rcnn/false_negative": 0.06873971320122417, "mask_rcnn/false_positive": 0.7758136686934924, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7909320304170251, "total_loss": 2.230132652213797} {"data_time": 0.01481141708791256, "eta_seconds": 200893.12090226822, "iteration": 16279, "loss_fcos_cls": 0.3468986914958805, "loss_fcos_ctr": 0.6286456305533648, "loss_fcos_loc": 0.25163394189439714, "loss_mask": 0.6378278844058514, "loss_maskiou": 0.00546199909877032, "loss_sem_seg": 0.37804405530914664, "lr": 0.01, "mask_rcnn/accuracy": 0.6361553399449666, "mask_rcnn/false_negative": 0.016598935801449954, "mask_rcnn/false_positive": 0.8779399342314393, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7941147815436125, "total_loss": 2.2342277873540297} {"data_time": 0.016505561769008636, "eta_seconds": 200877.28515190445, "iteration": 16299, "loss_fcos_cls": 0.33555952878668904, "loss_fcos_ctr": 0.6283923601731658, "loss_fcos_loc": 0.24363590963184834, "loss_mask": 0.646053321659565, "loss_maskiou": 0.005288404761813581, "loss_sem_seg": 0.39072988647967577, "lr": 0.01, "mask_rcnn/accuracy": 0.6020572663589245, "mask_rcnn/false_negative": 0.07879258568145674, "mask_rcnn/false_positive": 0.8033043670706734, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.25, "time": 0.7950472692027688, "total_loss": 2.2097006991680246} {"data_time": 0.017536054365336895, "eta_seconds": 200852.41604471486, "iteration": 16319, "loss_fcos_cls": 0.33442122768610716, "loss_fcos_ctr": 0.6315008946694434, "loss_fcos_loc": 0.24714030022732913, "loss_mask": 0.6440670751035213, "loss_maskiou": 0.005709429089620244, "loss_sem_seg": 0.3847399102523923, "lr": 0.01, "mask_rcnn/accuracy": 0.6011171710063336, "mask_rcnn/false_negative": 0.04786699994880683, "mask_rcnn/false_positive": 0.8466809749447588, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.75, "time": 0.7846793038770556, "total_loss": 2.2488864017577725} {"data_time": 0.016092761419713497, "eta_seconds": 200761.05099352263, "iteration": 16339, "loss_fcos_cls": 0.3436010666191578, "loss_fcos_ctr": 0.6326326937414706, "loss_fcos_loc": 0.26088799198623747, "loss_mask": 0.645588431507349, "loss_maskiou": 0.005905785641516559, "loss_sem_seg": 0.3356262883171439, "lr": 0.01, "mask_rcnn/accuracy": 0.5739936419970286, "mask_rcnn/false_negative": 0.04229179829115104, "mask_rcnn/false_positive": 0.8254783580128863, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7927784100174904, "total_loss": 2.2379252720566} {"data_time": 0.01749210525304079, "eta_seconds": 200710.72576320637, "iteration": 16359, "loss_fcos_cls": 0.33939875941723585, "loss_fcos_ctr": 0.62694012792781, "loss_fcos_loc": 0.24633558234199882, "loss_mask": 0.6404191106557846, "loss_maskiou": 0.005429017750429921, "loss_sem_seg": 0.3221219088882208, "lr": 0.01, "mask_rcnn/accuracy": 0.6338837562051848, "mask_rcnn/false_negative": 0.054350596261210624, "mask_rcnn/false_positive": 0.7531153197656218, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.80111791100353, "total_loss": 2.175983256835025} {"data_time": 0.015292084775865078, "eta_seconds": 200804.91093017068, "iteration": 16379, "loss_fcos_cls": 0.34722205623984337, "loss_fcos_ctr": 0.6306533189490438, "loss_fcos_loc": 0.25291123578790575, "loss_mask": 0.6409629434347153, "loss_maskiou": 0.006617500970605761, "loss_sem_seg": 0.3541014613583684, "lr": 0.01, "mask_rcnn/accuracy": 0.6375959089336813, "mask_rcnn/false_negative": 0.03180964109801683, "mask_rcnn/false_positive": 0.8522335402971813, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.777137148194015, "total_loss": 2.2439536286401562} {"data_time": 0.015412945300340652, "eta_seconds": 200814.07340595312, "iteration": 16399, "loss_fcos_cls": 0.34565348038449883, "loss_fcos_ctr": 0.6269616279751062, "loss_fcos_loc": 0.24809045903384686, "loss_mask": 0.6394504047930241, "loss_maskiou": 0.005960183872957714, "loss_sem_seg": 0.38862972147762775, "lr": 0.01, "mask_rcnn/accuracy": 0.5944287024601174, "mask_rcnn/false_negative": 0.061544625015860444, "mask_rcnn/false_positive": 0.8544164779863136, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.8040997525677085, "total_loss": 2.265956807314069} {"data_time": 0.017443536780774593, "eta_seconds": 200791.97611573152, "iteration": 16419, "loss_fcos_cls": 0.34523714846000075, "loss_fcos_ctr": 0.6273891031742096, "loss_fcos_loc": 0.251490663504228, "loss_mask": 0.6489776596426964, "loss_maskiou": 0.0059193473716732115, "loss_sem_seg": 0.38656361773610115, "lr": 0.01, "mask_rcnn/accuracy": 0.6140269818762234, "mask_rcnn/false_negative": 0.06438371019744063, "mask_rcnn/false_positive": 0.8306666212841542, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.75, "time": 0.7880610907450318, "total_loss": 2.269353988522198} {"data_time": 0.01726820506155491, "eta_seconds": 200753.45932556968, "iteration": 16439, "loss_fcos_cls": 0.34031358221545815, "loss_fcos_ctr": 0.6287372247315943, "loss_fcos_loc": 0.2503988337703049, "loss_mask": 0.6397695690393448, "loss_maskiou": 0.005827178509207442, "loss_sem_seg": 0.38644881593063474, "lr": 0.01, "mask_rcnn/accuracy": 0.6021160185168507, "mask_rcnn/false_negative": 0.03035132293755694, "mask_rcnn/false_positive": 0.8842939253065338, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.7935326546430588, "total_loss": 2.239648338392726} {"data_time": 0.01585132349282503, "eta_seconds": 200766.56237719394, "iteration": 16459, "loss_fcos_cls": 0.3438374570105225, "loss_fcos_ctr": 0.6270988984033465, "loss_fcos_loc": 0.2546006334014237, "loss_mask": 0.6469932720065117, "loss_maskiou": 0.0060540276899700984, "loss_sem_seg": 0.4081793655641377, "lr": 0.01, "mask_rcnn/accuracy": 0.6223738099458145, "mask_rcnn/false_negative": 0.1011655471361565, "mask_rcnn/false_positive": 0.722647498831845, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.8114528795704246, "total_loss": 2.2638589673151728} {"data_time": 0.016271396540105343, "eta_seconds": 200794.91946122982, "iteration": 16479, "loss_fcos_cls": 0.33934192755259573, "loss_fcos_ctr": 0.6285080332309008, "loss_fcos_loc": 0.25314160087145865, "loss_mask": 0.6406463272869587, "loss_maskiou": 0.005938860103924526, "loss_sem_seg": 0.37456731405109167, "lr": 0.01, "mask_rcnn/accuracy": 0.6315973982760806, "mask_rcnn/false_negative": 0.051453216985986844, "mask_rcnn/false_positive": 0.7832825655892115, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 36.0, "time": 0.790755033493042, "total_loss": 2.267487729972345} {"data_time": 0.016608566977083683, "eta_seconds": 200734.88835802115, "iteration": 16499, "loss_fcos_cls": 0.3437798283994198, "loss_fcos_ctr": 0.6294637806713581, "loss_fcos_loc": 0.249383884947747, "loss_mask": 0.6431458219885826, "loss_maskiou": 0.005982496775686741, "loss_sem_seg": 0.3835860677063465, "lr": 0.01, "mask_rcnn/accuracy": 0.6052703764018341, "mask_rcnn/false_negative": 0.038057654408801225, "mask_rcnn/false_positive": 0.8717700830746606, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 32.75, "time": 0.7886534286662936, "total_loss": 2.2683566995110596} {"data_time": 0.01670291554182768, "eta_seconds": 200690.12041798513, "iteration": 16519, "loss_fcos_cls": 0.330216143745929, "loss_fcos_ctr": 0.6291278339922428, "loss_fcos_loc": 0.2506133080460131, "loss_mask": 0.6449510753154755, "loss_maskiou": 0.005969393809209578, "loss_sem_seg": 0.3906911932863295, "lr": 0.01, "mask_rcnn/accuracy": 0.6148615499305032, "mask_rcnn/false_negative": 0.07517747054344592, "mask_rcnn/false_positive": 0.8054270723585937, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.25, "time": 0.7856269460171461, "total_loss": 2.242878116594511} {"data_time": 0.01743477862328291, "eta_seconds": 200687.9314978933, "iteration": 16539, "loss_fcos_cls": 0.33795169787481427, "loss_fcos_ctr": 0.6286353971809149, "loss_fcos_loc": 0.2559096375480294, "loss_mask": 0.6435304805636406, "loss_maskiou": 0.005406431344454177, "loss_sem_seg": 0.41749039199203253, "lr": 0.01, "mask_rcnn/accuracy": 0.6175522351797862, "mask_rcnn/false_negative": 0.1003647868627556, "mask_rcnn/false_positive": 0.7889939058777347, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7910715192556381, "total_loss": 2.298510723616346} {"data_time": 0.015421588905155659, "eta_seconds": 200632.53357744217, "iteration": 16559, "loss_fcos_cls": 0.3373342325212434, "loss_fcos_ctr": 0.6313981907442212, "loss_fcos_loc": 0.2505281874909997, "loss_mask": 0.6437997184693813, "loss_maskiou": 0.006231514853425324, "loss_sem_seg": 0.37133098393678665, "lr": 0.01, "mask_rcnn/accuracy": 0.5989873780837636, "mask_rcnn/false_negative": 0.08172033971525919, "mask_rcnn/false_positive": 0.8005850412016247, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7827221266925335, "total_loss": 2.242069892032305} {"data_time": 0.015845335088670254, "eta_seconds": 200642.61623729672, "iteration": 16579, "loss_fcos_cls": 0.3291156903724186, "loss_fcos_ctr": 0.6305780177935958, "loss_fcos_loc": 0.24053279869258404, "loss_mask": 0.6468343138694763, "loss_maskiou": 0.005660015245666727, "loss_sem_seg": 0.3846553033217788, "lr": 0.01, "mask_rcnn/accuracy": 0.6021399468549711, "mask_rcnn/false_negative": 0.050708508629035566, "mask_rcnn/false_positive": 0.7984106665948612, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.0, "time": 0.7979463702067733, "total_loss": 2.212314163771225} {"data_time": 0.01639179140329361, "eta_seconds": 200655.7033100892, "iteration": 16599, "loss_fcos_cls": 0.3425834709778428, "loss_fcos_ctr": 0.6291651870124042, "loss_fcos_loc": 0.25167976424563676, "loss_mask": 0.6420102119445801, "loss_maskiou": 0.0066352536814520136, "loss_sem_seg": 0.4126211148686707, "lr": 0.01, "mask_rcnn/accuracy": 0.5899970565149137, "mask_rcnn/false_negative": 0.03312208222652162, "mask_rcnn/false_positive": 0.8386997188456957, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.7983579216524959, "total_loss": 2.282993214124872} {"data_time": 0.015435846522450447, "eta_seconds": 200662.7766009271, "iteration": 16619, "loss_fcos_cls": 0.3455146085470915, "loss_fcos_ctr": 0.6276961667463183, "loss_fcos_loc": 0.24173352064099163, "loss_mask": 0.642244316637516, "loss_maskiou": 0.005788939699414186, "loss_sem_seg": 0.3700096975080669, "lr": 0.01, "mask_rcnn/accuracy": 0.6056658503759775, "mask_rcnn/false_negative": 0.07246070371282375, "mask_rcnn/false_positive": 0.8588980387621624, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.8054373804479837, "total_loss": 2.2350290808390127} {"data_time": 0.014752569608390331, "eta_seconds": 200681.7035421366, "iteration": 16639, "loss_fcos_cls": 0.3290712903253734, "loss_fcos_ctr": 0.6293726488947868, "loss_fcos_loc": 0.2546305499272421, "loss_mask": 0.6429087519645691, "loss_maskiou": 0.0058317704606452025, "loss_sem_seg": 0.3688479932025075, "lr": 0.01, "mask_rcnn/accuracy": 0.5900458668315811, "mask_rcnn/false_negative": 0.06651809242588128, "mask_rcnn/false_positive": 0.78936429560586, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7788698617368937, "total_loss": 2.227652745566047} {"data_time": 0.016636540181934834, "eta_seconds": 200722.95479964372, "iteration": 16659, "loss_fcos_cls": 0.32861602446064353, "loss_fcos_ctr": 0.6308699110522866, "loss_fcos_loc": 0.2527791860047728, "loss_mask": 0.6410710215568542, "loss_maskiou": 0.005995125698973425, "loss_sem_seg": 0.36527305468916893, "lr": 0.01, "mask_rcnn/accuracy": 0.6008485685941043, "mask_rcnn/false_negative": 0.02482940682404596, "mask_rcnn/false_positive": 0.8685594489952257, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.0, "time": 0.7968997852876782, "total_loss": 2.233141199725651} {"data_time": 0.015003466047346592, "eta_seconds": 200642.53857345134, "iteration": 16679, "loss_fcos_cls": 0.33414897695183754, "loss_fcos_ctr": 0.6289750821888447, "loss_fcos_loc": 0.24891939433291554, "loss_mask": 0.6448060013353825, "loss_maskiou": 0.006056650308892131, "loss_sem_seg": 0.4205128960311413, "lr": 0.01, "mask_rcnn/accuracy": 0.5874642057677772, "mask_rcnn/false_negative": 0.04441057403356067, "mask_rcnn/false_positive": 0.8250821610537753, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.79124875087291, "total_loss": 2.2702426605974324} {"data_time": 0.015842889435589314, "eta_seconds": 200626.69760183245, "iteration": 16699, "loss_fcos_cls": 0.33447056310251355, "loss_fcos_ctr": 0.6298865401186049, "loss_fcos_loc": 0.24828940292354673, "loss_mask": 0.6414906568825245, "loss_maskiou": 0.005318157527653966, "loss_sem_seg": 0.3746979087591171, "lr": 0.01, "mask_rcnn/accuracy": 0.618321092173133, "mask_rcnn/false_negative": 0.027444679448539313, "mask_rcnn/false_positive": 0.865665957570624, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7973540034145117, "total_loss": 2.212693854504323} {"data_time": 0.015579858794808388, "eta_seconds": 200618.3372928584, "iteration": 16719, "loss_fcos_cls": 0.3303217045031488, "loss_fcos_ctr": 0.6282625067979097, "loss_fcos_loc": 0.2455619943793863, "loss_mask": 0.6427906714379787, "loss_maskiou": 0.0058458607345528435, "loss_sem_seg": 0.3844619635492563, "lr": 0.01, "mask_rcnn/accuracy": 0.5947289605176025, "mask_rcnn/false_negative": 0.07430843006506468, "mask_rcnn/false_positive": 0.7330571824323117, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 28.75, "time": 0.793232343159616, "total_loss": 2.1899404619034613} {"data_time": 0.016119563952088356, "eta_seconds": 200602.49573053885, "iteration": 16739, "loss_fcos_cls": 0.33823311189189553, "loss_fcos_ctr": 0.6319790231063962, "loss_fcos_loc": 0.2561773117631674, "loss_mask": 0.6487991847097874, "loss_maskiou": 0.006126835236500483, "loss_sem_seg": 0.3696245914325118, "lr": 0.01, "mask_rcnn/accuracy": 0.6009302043668621, "mask_rcnn/false_negative": 0.02139969962687671, "mask_rcnn/false_positive": 0.8753085756736346, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 40.5, "time": 0.792133909650147, "total_loss": 2.2501239389021066} {"data_time": 0.01609375886619091, "eta_seconds": 200579.17468697578, "iteration": 16759, "loss_fcos_cls": 0.32281281729228795, "loss_fcos_ctr": 0.6263389564119279, "loss_fcos_loc": 0.23948188172653317, "loss_mask": 0.6407667770981789, "loss_maskiou": 0.005249783338513225, "loss_sem_seg": 0.37415671930648386, "lr": 0.01, "mask_rcnn/accuracy": 0.5963950970788114, "mask_rcnn/false_negative": 0.033593799432260193, "mask_rcnn/false_positive": 0.8599331985572578, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7891344903036952, "total_loss": 2.2045218713756185} {"data_time": 0.01638825424015522, "eta_seconds": 200570.81260589976, "iteration": 16779, "loss_fcos_cls": 0.33638314879499376, "loss_fcos_ctr": 0.62909244466573, "loss_fcos_loc": 0.25377008132636547, "loss_mask": 0.6432235799729824, "loss_maskiou": 0.006611617442104034, "loss_sem_seg": 0.40107704361435026, "lr": 0.01, "mask_rcnn/accuracy": 0.6284330618212197, "mask_rcnn/false_negative": 0.044425511282820754, "mask_rcnn/false_positive": 0.8114405091225994, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7971390821039677, "total_loss": 2.268184254760854} {"data_time": 0.015477590262889862, "eta_seconds": 200669.98613024317, "iteration": 16799, "loss_fcos_cls": 0.33619069028645754, "loss_fcos_ctr": 0.6282311640679836, "loss_fcos_loc": 0.2464609113521874, "loss_mask": 0.6395550593733788, "loss_maskiou": 0.00625415361719206, "loss_sem_seg": 0.3691817061044276, "lr": 0.01, "mask_rcnn/accuracy": 0.6229898904006047, "mask_rcnn/false_negative": 0.04678365598728636, "mask_rcnn/false_positive": 0.8338623912595111, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.25, "time": 0.7952547008171678, "total_loss": 2.243199464464851} {"data_time": 0.016935030929744244, "eta_seconds": 200664.98833577055, "iteration": 16819, "loss_fcos_cls": 0.3373886700719595, "loss_fcos_ctr": 0.6306996550410986, "loss_fcos_loc": 0.24083737609907985, "loss_mask": 0.643799789249897, "loss_maskiou": 0.006032761688402388, "loss_sem_seg": 0.38026260398328304, "lr": 0.01, "mask_rcnn/accuracy": 0.6240684220116618, "mask_rcnn/false_negative": 0.06773716375350937, "mask_rcnn/false_positive": 0.6878367952814822, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7844013124704361, "total_loss": 2.2426558728984674} {"data_time": 0.01574124861508608, "eta_seconds": 200652.02412643936, "iteration": 16839, "loss_fcos_cls": 0.3265097743133083, "loss_fcos_ctr": 0.6263974136672914, "loss_fcos_loc": 0.24459213158115745, "loss_mask": 0.6395996063947678, "loss_maskiou": 0.005198336570174433, "loss_sem_seg": 0.3960746447555721, "lr": 0.01, "mask_rcnn/accuracy": 0.6351556901620676, "mask_rcnn/false_negative": 0.03527688297255113, "mask_rcnn/false_positive": 0.8259924051201222, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7960114302113652, "total_loss": 2.2405541263287887} {"data_time": 0.015478084795176983, "eta_seconds": 200622.4341886323, "iteration": 16859, "loss_fcos_cls": 0.3359368317760527, "loss_fcos_ctr": 0.630862521007657, "loss_fcos_loc": 0.2606669692322612, "loss_mask": 0.647604264318943, "loss_maskiou": 0.006674548075352504, "loss_sem_seg": 0.3673676010221243, "lr": 0.01, "mask_rcnn/accuracy": 0.620650200781121, "mask_rcnn/false_negative": 0.025150016587645416, "mask_rcnn/false_positive": 0.8675399057254591, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.25, "time": 0.795098477974534, "total_loss": 2.2535131087643094} {"data_time": 0.01601980347186327, "eta_seconds": 200657.29605691973, "iteration": 16879, "loss_fcos_cls": 0.3510793214663863, "loss_fcos_ctr": 0.6269842041656375, "loss_fcos_loc": 0.241478226846084, "loss_mask": 0.6473237872123718, "loss_maskiou": 0.006125530424469616, "loss_sem_seg": 0.3676030235365033, "lr": 0.01, "mask_rcnn/accuracy": 0.6182587919308384, "mask_rcnn/false_negative": 0.08731802585868798, "mask_rcnn/false_positive": 0.7432954323883352, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.8111737901344895, "total_loss": 2.2504360566817923} {"data_time": 0.01502339355647564, "eta_seconds": 200607.8986352915, "iteration": 16899, "loss_fcos_cls": 0.3447079611942172, "loss_fcos_ctr": 0.6279456596821547, "loss_fcos_loc": 0.24501599278301, "loss_mask": 0.6361719146370888, "loss_maskiou": 0.005596648235041357, "loss_sem_seg": 0.4094611145555973, "lr": 0.01, "mask_rcnn/accuracy": 0.6658395973407872, "mask_rcnn/false_negative": 0.034893879008942336, "mask_rcnn/false_positive": 0.8273102338440759, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.25, "time": 0.8016984658315778, "total_loss": 2.2866008633500314} {"data_time": 0.015435826033353806, "eta_seconds": 200622.48470021784, "iteration": 16919, "loss_fcos_cls": 0.3404322271235287, "loss_fcos_ctr": 0.628381131682545, "loss_fcos_loc": 0.24441120051778853, "loss_mask": 0.6433320231735706, "loss_maskiou": 0.005335090987500735, "loss_sem_seg": 0.37990870606154203, "lr": 0.01, "mask_rcnn/accuracy": 0.6073620221898283, "mask_rcnn/false_negative": 0.03715202301293784, "mask_rcnn/false_positive": 0.8374201612444474, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.796467368490994, "total_loss": 2.2235606225949596} {"data_time": 0.014751310460269451, "eta_seconds": 200573.0251842523, "iteration": 16939, "loss_fcos_cls": 0.33799268025904894, "loss_fcos_ctr": 0.6311474293470383, "loss_fcos_loc": 0.2575414590537548, "loss_mask": 0.6459295377135277, "loss_maskiou": 0.006612410201341845, "loss_sem_seg": 0.3618830577470362, "lr": 0.01, "mask_rcnn/accuracy": 0.6364262788261876, "mask_rcnn/false_negative": 0.03308368152867866, "mask_rcnn/false_positive": 0.8590499171567045, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.75, "time": 0.794031229801476, "total_loss": 2.2618480169257964} {"data_time": 0.01683345902711153, "eta_seconds": 200590.7758821398, "iteration": 16959, "loss_fcos_cls": 0.32397610368207097, "loss_fcos_ctr": 0.625794998370111, "loss_fcos_loc": 0.24106204509735107, "loss_mask": 0.6339113749563694, "loss_maskiou": 0.006150783323391806, "loss_sem_seg": 0.34823972592130303, "lr": 0.01, "mask_rcnn/accuracy": 0.6359343172297167, "mask_rcnn/false_negative": 0.06331968607608111, "mask_rcnn/false_positive": 0.7127015418170866, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7924522552639246, "total_loss": 2.166824033141893} {"data_time": 0.016605005599558353, "eta_seconds": 200541.32167795394, "iteration": 16979, "loss_fcos_cls": 0.3236581073142588, "loss_fcos_ctr": 0.6280789072625339, "loss_fcos_loc": 0.25025803525932133, "loss_mask": 0.6397536918520927, "loss_maskiou": 0.006731296743964776, "loss_sem_seg": 0.36524195689707994, "lr": 0.01, "mask_rcnn/accuracy": 0.5952009923819714, "mask_rcnn/false_negative": 0.03923094153276873, "mask_rcnn/false_positive": 0.869752075234935, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7855859128758311, "total_loss": 2.2194948614487657} {"data_time": 0.014514967799186707, "eta_seconds": 200559.06706406176, "iteration": 16999, "loss_fcos_cls": 0.32569788955152035, "loss_fcos_ctr": 0.6324078487232327, "loss_fcos_loc": 0.2490787481656298, "loss_mask": 0.6488121822476387, "loss_maskiou": 0.005877299030544236, "loss_sem_seg": 0.3838944649323821, "lr": 0.01, "mask_rcnn/accuracy": 0.6175963861975767, "mask_rcnn/false_negative": 0.05169345913937102, "mask_rcnn/false_positive": 0.7921745356276862, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.25, "time": 0.7800406105816364, "total_loss": 2.246694581423071} {"data_time": 0.015147091820836067, "eta_seconds": 200543.21265502274, "iteration": 17019, "loss_fcos_cls": 0.357673529535532, "loss_fcos_ctr": 0.6316220592707396, "loss_fcos_loc": 0.25724373827688396, "loss_mask": 0.6384773477911949, "loss_maskiou": 0.005630597835988738, "loss_sem_seg": 0.39124059630557895, "lr": 0.01, "mask_rcnn/accuracy": 0.6284518659948451, "mask_rcnn/false_negative": 0.03632993598164104, "mask_rcnn/false_positive": 0.76629865878391, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.25, "time": 0.7921600304543972, "total_loss": 2.274537492376112} {"data_time": 0.016439026221632957, "eta_seconds": 200527.35824598372, "iteration": 17039, "loss_fcos_cls": 0.34146121330559254, "loss_fcos_ctr": 0.6274766186252236, "loss_fcos_loc": 0.24090066901408136, "loss_mask": 0.644235122948885, "loss_maskiou": 0.005651887149724644, "loss_sem_seg": 0.3963229348883033, "lr": 0.01, "mask_rcnn/accuracy": 0.6403822038488014, "mask_rcnn/false_negative": 0.060479258344191086, "mask_rcnn/false_positive": 0.7586957289533873, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7837036652490497, "total_loss": 2.2649651048013766} {"data_time": 0.017134292982518673, "eta_seconds": 200461.41748626344, "iteration": 17059, "loss_fcos_cls": 0.33886592416092753, "loss_fcos_ctr": 0.6286901175044477, "loss_fcos_loc": 0.25700889411382377, "loss_mask": 0.6481701284646988, "loss_maskiou": 0.006198398710694164, "loss_sem_seg": 0.37702742451801896, "lr": 0.01, "mask_rcnn/accuracy": 0.5970233573567056, "mask_rcnn/false_negative": 0.06578560028632481, "mask_rcnn/false_positive": 0.8337341591257779, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.75, "time": 0.7745633628219366, "total_loss": 2.240250061331608} {"data_time": 0.016641268506646156, "eta_seconds": 200381.37042905018, "iteration": 17079, "loss_fcos_cls": 0.3488508891314268, "loss_fcos_ctr": 0.6296786842867732, "loss_fcos_loc": 0.24526599841192365, "loss_mask": 0.6438846252858639, "loss_maskiou": 0.005929880579060409, "loss_sem_seg": 0.40330538991838694, "lr": 0.01, "mask_rcnn/accuracy": 0.6204711314905709, "mask_rcnn/false_negative": 0.04714960106281907, "mask_rcnn/false_positive": 0.8043666824283228, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7888491991907358, "total_loss": 2.30741289370053} {"data_time": 0.016486293636262417, "eta_seconds": 200445.88400454074, "iteration": 17099, "loss_fcos_cls": 0.34643888589926064, "loss_fcos_ctr": 0.6281730094924569, "loss_fcos_loc": 0.2412317432463169, "loss_mask": 0.6422319412231445, "loss_maskiou": 0.005894856381928548, "loss_sem_seg": 0.37815895257517695, "lr": 0.01, "mask_rcnn/accuracy": 0.6239068145200665, "mask_rcnn/false_negative": 0.046715467548619605, "mask_rcnn/false_positive": 0.756937688947279, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.25, "time": 0.8098751055076718, "total_loss": 2.264447804293013} {"data_time": 0.016748684458434582, "eta_seconds": 200430.0322772637, "iteration": 17119, "loss_fcos_cls": 0.33712741243653, "loss_fcos_ctr": 0.6292075922247022, "loss_fcos_loc": 0.2526260105660185, "loss_mask": 0.6430308409035206, "loss_maskiou": 0.0061137968004914, "loss_sem_seg": 0.375198258087039, "lr": 0.01, "mask_rcnn/accuracy": 0.6186959391965741, "mask_rcnn/false_negative": 0.10115463759606, "mask_rcnn/false_positive": 0.661879042381109, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.25, "time": 0.7915989151224494, "total_loss": 2.24547318022087} {"data_time": 0.01764716114848852, "eta_seconds": 200389.20087214094, "iteration": 17139, "loss_fcos_cls": 0.33835959690622985, "loss_fcos_ctr": 0.6287201256491244, "loss_fcos_loc": 0.2486151021439582, "loss_mask": 0.6378236897289753, "loss_maskiou": 0.006119740835856646, "loss_sem_seg": 0.38529204460792243, "lr": 0.01, "mask_rcnn/accuracy": 0.628488794711433, "mask_rcnn/false_negative": 0.07490034989494967, "mask_rcnn/false_positive": 0.7252117142059604, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7872116239741445, "total_loss": 2.237462028642767} {"data_time": 0.01661225501447916, "eta_seconds": 200395.51275887433, "iteration": 17159, "loss_fcos_cls": 0.33918741764500737, "loss_fcos_ctr": 0.6296975393779576, "loss_fcos_loc": 0.2440426672110334, "loss_mask": 0.6431846767663956, "loss_maskiou": 0.00509597342897905, "loss_sem_seg": 0.3384143724106252, "lr": 0.01, "mask_rcnn/accuracy": 0.6077261261647516, "mask_rcnn/false_negative": 0.04492918812678885, "mask_rcnn/false_positive": 0.8188522206940281, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.798185265623033, "total_loss": 2.2042748171515996} {"data_time": 0.015365754254162312, "eta_seconds": 200357.50136911403, "iteration": 17179, "loss_fcos_cls": 0.34913644613698125, "loss_fcos_ctr": 0.6266316473484039, "loss_fcos_loc": 0.24502624804154038, "loss_mask": 0.64607223123312, "loss_maskiou": 0.006045575864845887, "loss_sem_seg": 0.38268738286569715, "lr": 0.01, "mask_rcnn/accuracy": 0.6425918283980259, "mask_rcnn/false_negative": 0.04202684397806212, "mask_rcnn/false_positive": 0.8583022242739757, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7848794301971793, "total_loss": 2.2578263539617183} {"data_time": 0.01696381438523531, "eta_seconds": 200358.74474463612, "iteration": 17199, "loss_fcos_cls": 0.3325798660516739, "loss_fcos_ctr": 0.6278325542807579, "loss_fcos_loc": 0.24966552830301225, "loss_mask": 0.6457116827368736, "loss_maskiou": 0.006060187122784555, "loss_sem_seg": 0.3608577395789325, "lr": 0.01, "mask_rcnn/accuracy": 0.5854082542107752, "mask_rcnn/false_negative": 0.02216577513017093, "mask_rcnn/false_positive": 0.8824419260952405, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7948097595945001, "total_loss": 2.236859188953531} {"data_time": 0.0167895145714283, "eta_seconds": 200347.9582453044, "iteration": 17219, "loss_fcos_cls": 0.342978413682431, "loss_fcos_ctr": 0.6273432951420546, "loss_fcos_loc": 0.24776931619271636, "loss_mask": 0.640808742493391, "loss_maskiou": 0.005462068955239374, "loss_sem_seg": 0.40525238821282983, "lr": 0.01, "mask_rcnn/accuracy": 0.6198396648110236, "mask_rcnn/false_negative": 0.040776571381215584, "mask_rcnn/false_positive": 0.8626308509577528, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.80013139359653, "total_loss": 2.298597807130136} {"data_time": 0.01539681851863861, "eta_seconds": 200327.0425370112, "iteration": 17239, "loss_fcos_cls": 0.3392333253286779, "loss_fcos_ctr": 0.6277388227172196, "loss_fcos_loc": 0.24723388603888452, "loss_mask": 0.6448624320328236, "loss_maskiou": 0.005715249782952014, "loss_sem_seg": 0.3820184413343668, "lr": 0.01, "mask_rcnn/accuracy": 0.602403144534841, "mask_rcnn/false_negative": 0.12956685534779397, "mask_rcnn/false_positive": 0.6526029155466503, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7985193142667413, "total_loss": 2.26019983360311} {"data_time": 0.017623218707740307, "eta_seconds": 200319.3971338654, "iteration": 17259, "loss_fcos_cls": 0.33889653300866485, "loss_fcos_ctr": 0.6291891885921359, "loss_fcos_loc": 0.24824871704913676, "loss_mask": 0.6422776430845261, "loss_maskiou": 0.0058175364101771265, "loss_sem_seg": 0.35804019309580326, "lr": 0.01, "mask_rcnn/accuracy": 0.6134542334916604, "mask_rcnn/false_negative": 0.027825124732140313, "mask_rcnn/false_positive": 0.862459912218299, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.8088562851771712, "total_loss": 2.1968629850889556} {"data_time": 0.015728900209069252, "eta_seconds": 200303.5453807162, "iteration": 17279, "loss_fcos_cls": 0.3398735886439681, "loss_fcos_ctr": 0.6287277769297361, "loss_fcos_loc": 0.24682981456862763, "loss_mask": 0.6431907638907433, "loss_maskiou": 0.006330737793177832, "loss_sem_seg": 0.3549760663881898, "lr": 0.01, "mask_rcnn/accuracy": 0.63417392332873, "mask_rcnn/false_negative": 0.030076487803430738, "mask_rcnn/false_positive": 0.8407017432034204, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.8040666170418262, "total_loss": 2.2205395372093335} {"data_time": 0.016952537931501865, "eta_seconds": 200287.69362756703, "iteration": 17299, "loss_fcos_cls": 0.32522294810041785, "loss_fcos_ctr": 0.630948668345809, "loss_fcos_loc": 0.24567683832719922, "loss_mask": 0.6472150087356567, "loss_maskiou": 0.005398786503064912, "loss_sem_seg": 0.396501368843019, "lr": 0.01, "mask_rcnn/accuracy": 0.6450157350886783, "mask_rcnn/false_negative": 0.0482190390228355, "mask_rcnn/false_positive": 0.8262487763039863, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.75, "time": 0.7921479782089591, "total_loss": 2.2407950708293356} {"data_time": 0.01625809632241726, "eta_seconds": 200271.84187441785, "iteration": 17319, "loss_fcos_cls": 0.3387410785071552, "loss_fcos_ctr": 0.6287895767018199, "loss_fcos_loc": 0.254910530988127, "loss_mask": 0.6419534273445606, "loss_maskiou": 0.006263333751121536, "loss_sem_seg": 0.3756558713503182, "lr": 0.01, "mask_rcnn/accuracy": 0.5881890049873023, "mask_rcnn/false_negative": 0.09510333567321119, "mask_rcnn/false_positive": 0.768382088725948, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 35.25, "time": 0.78939457423985, "total_loss": 2.2235356558085186} {"data_time": 0.01515526045113802, "eta_seconds": 200331.2131975731, "iteration": 17339, "loss_fcos_cls": 0.3438711352646351, "loss_fcos_ctr": 0.6287472434341908, "loss_fcos_loc": 0.2525153063470498, "loss_mask": 0.6395743601024151, "loss_maskiou": 0.005009410822822247, "loss_sem_seg": 0.41244746232405305, "lr": 0.01, "mask_rcnn/accuracy": 0.6207216549986332, "mask_rcnn/false_negative": 0.03532763770129908, "mask_rcnn/false_positive": 0.7826448138616127, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.8041781233623624, "total_loss": 2.2535482127204887} {"data_time": 0.016090464778244495, "eta_seconds": 200236.99771364126, "iteration": 17359, "loss_fcos_cls": 0.33804284036159515, "loss_fcos_ctr": 0.6296308636665344, "loss_fcos_loc": 0.25144442496821284, "loss_mask": 0.646988395601511, "loss_maskiou": 0.006239991249458399, "loss_sem_seg": 0.42173222824931145, "lr": 0.01, "mask_rcnn/accuracy": 0.6169044961734693, "mask_rcnn/false_negative": 0.053748445654952015, "mask_rcnn/false_positive": 0.8359449757460398, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7844479475170374, "total_loss": 2.269455382196611} {"data_time": 0.016639800742268562, "eta_seconds": 200221.14620911796, "iteration": 17379, "loss_fcos_cls": 0.3301104959100485, "loss_fcos_ctr": 0.628577696159482, "loss_fcos_loc": 0.23498268611729145, "loss_mask": 0.6477343291044235, "loss_maskiou": 0.005512070179975126, "loss_sem_seg": 0.3405512757599354, "lr": 0.01, "mask_rcnn/accuracy": 0.6181235795233425, "mask_rcnn/false_negative": 0.07859546898214469, "mask_rcnn/false_positive": 0.6971083256948003, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7787313731387258, "total_loss": 2.20446400790388} {"data_time": 0.015310361050069332, "eta_seconds": 200016.45169970207, "iteration": 17399, "loss_fcos_cls": 0.3272122819907963, "loss_fcos_ctr": 0.6283792816102505, "loss_fcos_loc": 0.2423851212952286, "loss_mask": 0.638121422380209, "loss_maskiou": 0.005793713196908357, "loss_sem_seg": 0.3464694507420063, "lr": 0.01, "mask_rcnn/accuracy": 0.6192917891048825, "mask_rcnn/false_negative": 0.046815716351991006, "mask_rcnn/false_positive": 0.8173161616296787, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7772976420819759, "total_loss": 2.1974083164350304} {"data_time": 0.015867709182202816, "eta_seconds": 200035.23035760783, "iteration": 17419, "loss_fcos_cls": 0.34464598819613457, "loss_fcos_ctr": 0.630575068295002, "loss_fcos_loc": 0.254192772321403, "loss_mask": 0.6420457027852535, "loss_maskiou": 0.005418260741862468, "loss_sem_seg": 0.36761258635669947, "lr": 0.01, "mask_rcnn/accuracy": 0.6186527092894574, "mask_rcnn/false_negative": 0.029692351783738448, "mask_rcnn/false_positive": 0.8548492893870105, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7964362846687436, "total_loss": 2.2356113237619866} {"data_time": 0.01508979219943285, "eta_seconds": 199892.00691099744, "iteration": 17439, "loss_fcos_cls": 0.32534951297566295, "loss_fcos_ctr": 0.6293958043679595, "loss_fcos_loc": 0.2536037635290995, "loss_mask": 0.6421587727963924, "loss_maskiou": 0.006136668132967316, "loss_sem_seg": 0.38256604596972466, "lr": 0.01, "mask_rcnn/accuracy": 0.6015285768562744, "mask_rcnn/false_negative": 0.043646501087961566, "mask_rcnn/false_positive": 0.8681404788248062, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 27.75, "time": 0.7742717461660504, "total_loss": 2.242011286361958} {"data_time": 0.016619034111499786, "eta_seconds": 199846.64447107073, "iteration": 17459, "loss_fcos_cls": 0.34763527987524867, "loss_fcos_ctr": 0.6291674450039864, "loss_fcos_loc": 0.24877287284471095, "loss_mask": 0.6408653557300568, "loss_maskiou": 0.006556716523846262, "loss_sem_seg": 0.35650703264400363, "lr": 0.01, "mask_rcnn/accuracy": 0.6156209507612569, "mask_rcnn/false_negative": 0.045285854039500376, "mask_rcnn/false_positive": 0.8523672623707593, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.8015094948932528, "total_loss": 2.219313127163332} {"data_time": 0.016724852845072746, "eta_seconds": 199839.26451025903, "iteration": 17479, "loss_fcos_cls": 0.3435584658291191, "loss_fcos_ctr": 0.6303085694089532, "loss_fcos_loc": 0.25510443840175867, "loss_mask": 0.6415730305016041, "loss_maskiou": 0.006850836623925716, "loss_sem_seg": 0.37684137746691704, "lr": 0.01, "mask_rcnn/accuracy": 0.6007197521865889, "mask_rcnn/false_negative": 0.023999051074031174, "mask_rcnn/false_positive": 0.8075489660464363, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.5, "time": 0.7976880203932524, "total_loss": 2.2487036918173544} {"data_time": 0.017245580442249775, "eta_seconds": 199823.4369739741, "iteration": 17499, "loss_fcos_cls": 0.33549057645723224, "loss_fcos_ctr": 0.6318385833874345, "loss_fcos_loc": 0.2502814098261297, "loss_mask": 0.64570402354002, "loss_maskiou": 0.005997308824589709, "loss_sem_seg": 0.3924343306571245, "lr": 0.01, "mask_rcnn/accuracy": 0.6042368345939775, "mask_rcnn/false_negative": 0.07079368595709302, "mask_rcnn/false_positive": 0.7820395711864285, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7808834239840508, "total_loss": 2.256066324785934} {"data_time": 0.015920487232506275, "eta_seconds": 199807.60943768919, "iteration": 17519, "loss_fcos_cls": 0.3414722657762468, "loss_fcos_ctr": 0.626661354675889, "loss_fcos_loc": 0.2357004890218377, "loss_mask": 0.6451262645423412, "loss_maskiou": 0.005948726873612031, "loss_sem_seg": 0.3500740434974432, "lr": 0.01, "mask_rcnn/accuracy": 0.641728615759571, "mask_rcnn/false_negative": 0.06784330312379461, "mask_rcnn/false_positive": 0.7732174871562487, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7831778731197119, "total_loss": 2.213439486200514} {"data_time": 0.01619058847427368, "eta_seconds": 199791.78190140426, "iteration": 17539, "loss_fcos_cls": 0.3423685794696212, "loss_fcos_ctr": 0.6311229560524225, "loss_fcos_loc": 0.2546622375957668, "loss_mask": 0.6376039125025272, "loss_maskiou": 0.005308704712660983, "loss_sem_seg": 0.35017286776565015, "lr": 0.01, "mask_rcnn/accuracy": 0.6298601908295787, "mask_rcnn/false_negative": 0.03915219902384995, "mask_rcnn/false_positive": 0.8420134172717432, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.5, "time": 0.7965570613741875, "total_loss": 2.233027144044172} {"data_time": 0.014767802320420742, "eta_seconds": 199959.10673053097, "iteration": 17559, "loss_fcos_cls": 0.3431470445357263, "loss_fcos_ctr": 0.6288192067295313, "loss_fcos_loc": 0.25348340696655214, "loss_mask": 0.6440085023641586, "loss_maskiou": 0.006247650228033308, "loss_sem_seg": 0.40670180320739746, "lr": 0.01, "mask_rcnn/accuracy": 0.6091350826044704, "mask_rcnn/false_negative": 0.07350993015852214, "mask_rcnn/false_positive": 0.8033412821337041, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.75, "time": 0.7937440313398838, "total_loss": 2.2670050527813146} {"data_time": 0.016240074299275875, "eta_seconds": 199781.20246784296, "iteration": 17579, "loss_fcos_cls": 0.3400629898533225, "loss_fcos_ctr": 0.6316710594110191, "loss_fcos_loc": 0.2542258787434548, "loss_mask": 0.6448592990636826, "loss_maskiou": 0.0073521095619071275, "loss_sem_seg": 0.34293189365416765, "lr": 0.01, "mask_rcnn/accuracy": 0.6351502549810821, "mask_rcnn/false_negative": 0.05732138476760659, "mask_rcnn/false_positive": 0.8250308510736672, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.0, "time": 0.7998559707775712, "total_loss": 2.2201157610397786} {"data_time": 0.015377177856862545, "eta_seconds": 199711.86125649977, "iteration": 17599, "loss_fcos_cls": 0.347212846390903, "loss_fcos_ctr": 0.6280512921512127, "loss_fcos_loc": 0.24838585243560374, "loss_mask": 0.6400001123547554, "loss_maskiou": 0.005242208149866201, "loss_sem_seg": 0.3780379667878151, "lr": 0.01, "mask_rcnn/accuracy": 0.605848620465556, "mask_rcnn/false_negative": 0.05450386543068722, "mask_rcnn/false_positive": 0.8568301371705624, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.25, "time": 0.7878803014755249, "total_loss": 2.274862371443305} {"data_time": 0.015934803523123264, "eta_seconds": 199576.35613279045, "iteration": 17619, "loss_fcos_cls": 0.35127462446689606, "loss_fcos_ctr": 0.6276633543893695, "loss_fcos_loc": 0.24348860699683428, "loss_mask": 0.6469861306250095, "loss_maskiou": 0.0054721670458093286, "loss_sem_seg": 0.398385516833514, "lr": 0.01, "mask_rcnn/accuracy": 0.5879716664991119, "mask_rcnn/false_negative": 0.1215480460326111, "mask_rcnn/false_positive": 0.704938664547663, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7833216041326523, "total_loss": 2.2965507742756017} {"data_time": 0.016071121208369732, "eta_seconds": 199680.21132464428, "iteration": 17639, "loss_fcos_cls": 0.33093402814120054, "loss_fcos_ctr": 0.6266195001080632, "loss_fcos_loc": 0.2525481937918812, "loss_mask": 0.6398615539073944, "loss_maskiou": 0.005354418710339814, "loss_sem_seg": 0.3551337858662009, "lr": 0.01, "mask_rcnn/accuracy": 0.6297053882528622, "mask_rcnn/false_negative": 0.031559297480504324, "mask_rcnn/false_positive": 0.8416087965566064, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.25, "time": 0.7956015160307288, "total_loss": 2.206864699266589} {"data_time": 0.01618735771626234, "eta_seconds": 199709.3521634899, "iteration": 17659, "loss_fcos_cls": 0.32154029817320406, "loss_fcos_ctr": 0.631530758459121, "loss_fcos_loc": 0.2562615890055895, "loss_mask": 0.6386743076145649, "loss_maskiou": 0.006257003580685705, "loss_sem_seg": 0.3803400993347168, "lr": 0.01, "mask_rcnn/accuracy": 0.6198649718508092, "mask_rcnn/false_negative": 0.05238475735544047, "mask_rcnn/false_positive": 0.8587120195019611, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.794809952378273, "total_loss": 2.212798820241005} {"data_time": 0.016682959161698818, "eta_seconds": 199784.69192937668, "iteration": 17679, "loss_fcos_cls": 0.3461451670154929, "loss_fcos_ctr": 0.630418561398983, "loss_fcos_loc": 0.2539347796700895, "loss_mask": 0.6434466764330864, "loss_maskiou": 0.00593920995015651, "loss_sem_seg": 0.39695404190570116, "lr": 0.01, "mask_rcnn/accuracy": 0.6153469936361642, "mask_rcnn/false_negative": 0.08107809920118972, "mask_rcnn/false_positive": 0.7487650268745512, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.5, "time": 0.8035252094268799, "total_loss": 2.2667552305938443} {"data_time": 0.018566489219665527, "eta_seconds": 199665.16161112487, "iteration": 17699, "loss_fcos_cls": 0.33742841659113765, "loss_fcos_ctr": 0.6319773709401488, "loss_fcos_loc": 0.2649305451195687, "loss_mask": 0.6404182314872742, "loss_maskiou": 0.0066167588520329446, "loss_sem_seg": 0.3895460907369852, "lr": 0.01, "mask_rcnn/accuracy": 0.6377596059610284, "mask_rcnn/false_negative": 0.07040605813670477, "mask_rcnn/false_positive": 0.7415131288154765, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 40.0, "time": 0.769670806825161, "total_loss": 2.2806792879273416} {"data_time": 0.014440006576478481, "eta_seconds": 199554.19727488328, "iteration": 17719, "loss_fcos_cls": 0.3596396022476256, "loss_fcos_ctr": 0.6292658895254135, "loss_fcos_loc": 0.2658851882442832, "loss_mask": 0.6414409950375557, "loss_maskiou": 0.0070490443213202525, "loss_sem_seg": 0.4368002668488771, "lr": 0.01, "mask_rcnn/accuracy": 0.6208362036797841, "mask_rcnn/false_negative": 0.05770396914549997, "mask_rcnn/false_positive": 0.6751537226323481, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.0, "time": 0.7849044566974044, "total_loss": 2.339277200138895} {"data_time": 0.015891091898083687, "eta_seconds": 199633.50653855503, "iteration": 17739, "loss_fcos_cls": 0.3481051712296903, "loss_fcos_ctr": 0.6285153534263372, "loss_fcos_loc": 0.2547397459857166, "loss_mask": 0.638057816773653, "loss_maskiou": 0.005854990464285947, "loss_sem_seg": 0.36562415212392807, "lr": 0.01, "mask_rcnn/accuracy": 0.5846774627572547, "mask_rcnn/false_negative": 0.07372865980123813, "mask_rcnn/false_positive": 0.6611910843861142, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.0, "time": 0.8076547551900148, "total_loss": 2.2459306637829286} {"data_time": 0.01729445345699787, "eta_seconds": 199630.20951439068, "iteration": 17759, "loss_fcos_cls": 0.3492474441882223, "loss_fcos_ctr": 0.6289480435661972, "loss_fcos_loc": 0.2515005487948656, "loss_mask": 0.6510584615170956, "loss_maskiou": 0.006339959618344437, "loss_sem_seg": 0.37002624897286296, "lr": 0.01, "mask_rcnn/accuracy": 0.5812799849000344, "mask_rcnn/false_negative": 0.06528604312937086, "mask_rcnn/false_positive": 0.8405025374094837, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.792967370711267, "total_loss": 2.261573515657801} {"data_time": 0.015693572349846363, "eta_seconds": 199601.85146598518, "iteration": 17779, "loss_fcos_cls": 0.3481284216977656, "loss_fcos_ctr": 0.6272872248664498, "loss_fcos_loc": 0.24312948435544968, "loss_mask": 0.6464762315154076, "loss_maskiou": 0.006359789802445448, "loss_sem_seg": 0.3468634260352701, "lr": 0.01, "mask_rcnn/accuracy": 0.5970079056058513, "mask_rcnn/false_negative": 0.01772927978206738, "mask_rcnn/false_positive": 0.8687815482187724, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.5, "time": 0.7998550571501255, "total_loss": 2.221038516392582} {"data_time": 0.015551079995930195, "eta_seconds": 199490.917298262, "iteration": 17799, "loss_fcos_cls": 0.34513822314329445, "loss_fcos_ctr": 0.6297764610499144, "loss_fcos_loc": 0.25347811123356223, "loss_mask": 0.6447100639343262, "loss_maskiou": 0.006153343900223263, "loss_sem_seg": 0.4066582089290023, "lr": 0.01, "mask_rcnn/accuracy": 0.596488498416608, "mask_rcnn/false_negative": 0.04044994743752417, "mask_rcnn/false_positive": 0.8383722600813939, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.774370395578444, "total_loss": 2.255782887652458} {"data_time": 0.01800504233688116, "eta_seconds": 199561.76086005475, "iteration": 17819, "loss_fcos_cls": 0.3358331376221031, "loss_fcos_ctr": 0.6293209725990891, "loss_fcos_loc": 0.24519363464787602, "loss_mask": 0.6408635154366493, "loss_maskiou": 0.005722383000829723, "loss_sem_seg": 0.3728752080351114, "lr": 0.01, "mask_rcnn/accuracy": 0.6018625670607226, "mask_rcnn/false_negative": 0.08498583551799094, "mask_rcnn/false_positive": 0.7978830533354524, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.8000473724678159, "total_loss": 2.2628880708507495} {"data_time": 0.015498051419854164, "eta_seconds": 199521.96166536678, "iteration": 17839, "loss_fcos_cls": 0.33883877540938556, "loss_fcos_ctr": 0.6294328831136227, "loss_fcos_loc": 0.25098408153280616, "loss_mask": 0.6386548541486263, "loss_maskiou": 0.005842762140673585, "loss_sem_seg": 0.4170520920306444, "lr": 0.01, "mask_rcnn/accuracy": 0.6283310116809881, "mask_rcnn/false_negative": 0.0358058623927091, "mask_rcnn/false_positive": 0.8205818882527025, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.75, "time": 0.7921706708148122, "total_loss": 2.254166149228695} {"data_time": 0.016263904981315136, "eta_seconds": 199386.57035069168, "iteration": 17859, "loss_fcos_cls": 0.35148961283266544, "loss_fcos_ctr": 0.6299465801566839, "loss_fcos_loc": 0.251855336711742, "loss_mask": 0.6517922505736351, "loss_maskiou": 0.005490451760124415, "loss_sem_seg": 0.34735916485078633, "lr": 0.01, "mask_rcnn/accuracy": 0.6096037630885065, "mask_rcnn/false_negative": 0.03591469982322906, "mask_rcnn/false_positive": 0.8477757206726256, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7815579902380705, "total_loss": 2.249793244205648} {"data_time": 0.01801687851548195, "eta_seconds": 199306.88952105492, "iteration": 17879, "loss_fcos_cls": 0.33825265895575285, "loss_fcos_ctr": 0.628359598107636, "loss_fcos_loc": 0.24374169600196183, "loss_mask": 0.6473543681204319, "loss_maskiou": 0.005525637789105531, "loss_sem_seg": 0.3661422682926059, "lr": 0.01, "mask_rcnn/accuracy": 0.5865602873802582, "mask_rcnn/false_negative": 0.02756510824187062, "mask_rcnn/false_positive": 0.8723712510822166, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.25, "time": 0.7820493392646313, "total_loss": 2.2290135555449524} {"data_time": 0.015693259425461292, "eta_seconds": 199129.0028134482, "iteration": 17899, "loss_fcos_cls": 0.3383445246145129, "loss_fcos_ctr": 0.6305393874645233, "loss_fcos_loc": 0.24510666891001165, "loss_mask": 0.6419114470481873, "loss_maskiou": 0.005544120402191766, "loss_sem_seg": 0.37503806268796325, "lr": 0.01, "mask_rcnn/accuracy": 0.6155733722060253, "mask_rcnn/false_negative": 0.021925872078536628, "mask_rcnn/false_positive": 0.85918034253126, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7769106840714812, "total_loss": 2.233116631861776} {"data_time": 0.018347390927374363, "eta_seconds": 199068.37241138052, "iteration": 17919, "loss_fcos_cls": 0.3311399519443512, "loss_fcos_ctr": 0.6283986791968346, "loss_fcos_loc": 0.253147661103867, "loss_mask": 0.6438598409295082, "loss_maskiou": 0.005950035665591713, "loss_sem_seg": 0.3477514609694481, "lr": 0.01, "mask_rcnn/accuracy": 0.6066218772768917, "mask_rcnn/false_negative": 0.03677057927792139, "mask_rcnn/false_positive": 0.8455043342397428, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.0, "time": 0.7795413825660944, "total_loss": 2.214123599442246} {"data_time": 0.015415200032293797, "eta_seconds": 199052.57841084804, "iteration": 17939, "loss_fcos_cls": 0.34774469234980643, "loss_fcos_ctr": 0.6294077998027205, "loss_fcos_loc": 0.2530608819797635, "loss_mask": 0.6417286396026611, "loss_maskiou": 0.005779309802164789, "loss_sem_seg": 0.3775366195477545, "lr": 0.01, "mask_rcnn/accuracy": 0.5879241433789425, "mask_rcnn/false_negative": 0.06792068467382686, "mask_rcnn/false_positive": 0.8320593252662629, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.75, "time": 0.7822865759953856, "total_loss": 2.2641606546385447} {"data_time": 0.019138066098093987, "eta_seconds": 199053.13486580085, "iteration": 17959, "loss_fcos_cls": 0.34608803829178214, "loss_fcos_ctr": 0.6304897437803447, "loss_fcos_loc": 0.25253228144720197, "loss_mask": 0.641190379858017, "loss_maskiou": 0.005990294448565692, "loss_sem_seg": 0.3603339826222509, "lr": 0.01, "mask_rcnn/accuracy": 0.6143133413703034, "mask_rcnn/false_negative": 0.060947730289743235, "mask_rcnn/false_positive": 0.7558144606554582, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.800118095241487, "total_loss": 2.2188404332700884} {"data_time": 0.0162804638966918, "eta_seconds": 199031.27529200725, "iteration": 17979, "loss_fcos_cls": 0.33751336904242635, "loss_fcos_ctr": 0.629651167197153, "loss_fcos_loc": 0.24711836432106793, "loss_mask": 0.6471019349992275, "loss_maskiou": 0.00605195430398453, "loss_sem_seg": 0.39463122142478824, "lr": 0.01, "mask_rcnn/accuracy": 0.6040107851332341, "mask_rcnn/false_negative": 0.03896619820626405, "mask_rcnn/false_positive": 0.7727081003856273, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7797331130132079, "total_loss": 2.2331733709434047} {"data_time": 0.016245326027274132, "eta_seconds": 199148.415036669, "iteration": 17999, "loss_fcos_cls": 0.33302159793674946, "loss_fcos_ctr": 0.6304442891851068, "loss_fcos_loc": 0.2508033807389438, "loss_mask": 0.6414131335914135, "loss_maskiou": 0.006445558132327278, "loss_sem_seg": 0.3854735179338604, "lr": 0.01, "mask_rcnn/accuracy": 0.6444447597036793, "mask_rcnn/false_negative": 0.02486560896526889, "mask_rcnn/false_positive": 0.8680425624766416, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.8022380070760846, "total_loss": 2.230727423899225} {"data_time": 0.015638777054846287, "eta_seconds": 199185.63860949967, "iteration": 18019, "loss_fcos_cls": 0.34878593077883124, "loss_fcos_ctr": 0.6291798702441156, "loss_fcos_loc": 0.25489016668871045, "loss_mask": 0.6443742215633392, "loss_maskiou": 0.00547760384506546, "loss_sem_seg": 0.3812056449241936, "lr": 0.01, "mask_rcnn/accuracy": 0.6258955311684422, "mask_rcnn/false_negative": 0.03593667444301768, "mask_rcnn/false_positive": 0.8471644629348054, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.8039947161450982, "total_loss": 2.2437422487782896} {"data_time": 0.014608988538384438, "eta_seconds": 199242.68227813393, "iteration": 18039, "loss_fcos_cls": 0.3477950298693031, "loss_fcos_ctr": 0.6280430071055889, "loss_fcos_loc": 0.24213446490466595, "loss_mask": 0.6495157890021801, "loss_maskiou": 0.005760727457527537, "loss_sem_seg": 0.38473672419786453, "lr": 0.01, "mask_rcnn/accuracy": 0.6084129626426842, "mask_rcnn/false_negative": 0.07396646981330635, "mask_rcnn/false_positive": 0.8409693570122434, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.5, "time": 0.8114636978134513, "total_loss": 2.2450970267673256} {"data_time": 0.016293955966830254, "eta_seconds": 199320.6767356973, "iteration": 18059, "loss_fcos_cls": 0.343605850241147, "loss_fcos_ctr": 0.6280793147161603, "loss_fcos_loc": 0.237523379502818, "loss_mask": 0.642124030739069, "loss_maskiou": 0.006315298385743517, "loss_sem_seg": 0.3558905525133014, "lr": 0.01, "mask_rcnn/accuracy": 0.587555747823605, "mask_rcnn/false_negative": 0.018082271248089803, "mask_rcnn/false_positive": 0.8816532025041809, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.790056967176497, "total_loss": 2.2388032119051786} {"data_time": 0.014501499012112617, "eta_seconds": 199364.43842171133, "iteration": 18079, "loss_fcos_cls": 0.3549116989597678, "loss_fcos_ctr": 0.6267200829461217, "loss_fcos_loc": 0.2513337954878807, "loss_mask": 0.6399741470813751, "loss_maskiou": 0.006205560814123601, "loss_sem_seg": 0.36092583555728197, "lr": 0.01, "mask_rcnn/accuracy": 0.6022122429798987, "mask_rcnn/false_negative": 0.03344630737193282, "mask_rcnn/false_positive": 0.7755465005211097, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.0, "time": 0.7871016142889857, "total_loss": 2.284878237071098} {"data_time": 0.014665722846984863, "eta_seconds": 199348.6108854264, "iteration": 18099, "loss_fcos_cls": 0.33229212230071425, "loss_fcos_ctr": 0.6290088556706905, "loss_fcos_loc": 0.24499666597694159, "loss_mask": 0.6514406427741051, "loss_maskiou": 0.005706984200514853, "loss_sem_seg": 0.34657523361966014, "lr": 0.01, "mask_rcnn/accuracy": 0.6224994234982129, "mask_rcnn/false_negative": 0.05740276704809353, "mask_rcnn/false_positive": 0.8069504987022995, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 41.5, "time": 0.8002663254737854, "total_loss": 2.1925533784233266} {"data_time": 0.015859929844737053, "eta_seconds": 199350.88513935916, "iteration": 18119, "loss_fcos_cls": 0.3468620297499001, "loss_fcos_ctr": 0.6289831656031311, "loss_fcos_loc": 0.24281985918059945, "loss_mask": 0.6431230343878269, "loss_maskiou": 0.006216655710886698, "loss_sem_seg": 0.3568456768989563, "lr": 0.01, "mask_rcnn/accuracy": 0.5994939802055322, "mask_rcnn/false_negative": 0.03245341812253105, "mask_rcnn/false_positive": 0.8047404475050333, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.8031433587893844, "total_loss": 2.239139088203956} {"data_time": 0.01672018226236105, "eta_seconds": 199316.95581285655, "iteration": 18139, "loss_fcos_cls": 0.32623480120673776, "loss_fcos_ctr": 0.6299329092726111, "loss_fcos_loc": 0.24822121346369386, "loss_mask": 0.6419607996940613, "loss_maskiou": 0.005711982441425789, "loss_sem_seg": 0.40750966127961874, "lr": 0.01, "mask_rcnn/accuracy": 0.6010909897555861, "mask_rcnn/false_negative": 0.0272625094580384, "mask_rcnn/false_positive": 0.8676839404117977, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7745509874075651, "total_loss": 2.2446078508219216} {"data_time": 0.016911529935896397, "eta_seconds": 199194.07644886617, "iteration": 18159, "loss_fcos_cls": 0.34322800673544407, "loss_fcos_ctr": 0.6295399721711874, "loss_fcos_loc": 0.25120007153600454, "loss_mask": 0.6454045176506042, "loss_maskiou": 0.005230152688454837, "loss_sem_seg": 0.3806339157745242, "lr": 0.01, "mask_rcnn/accuracy": 0.6083264012126589, "mask_rcnn/false_negative": 0.05851054293641274, "mask_rcnn/false_positive": 0.7836041441927364, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7794534713029861, "total_loss": 2.2701388811401557} {"data_time": 0.016215787269175053, "eta_seconds": 199291.23097944073, "iteration": 18179, "loss_fcos_cls": 0.3368122479878366, "loss_fcos_ctr": 0.6309154066257179, "loss_fcos_loc": 0.2497323069255799, "loss_mask": 0.6425221040844917, "loss_maskiou": 0.005959938993328251, "loss_sem_seg": 0.3561113649047911, "lr": 0.01, "mask_rcnn/accuracy": 0.6465734713425599, "mask_rcnn/false_negative": 0.018085654618791087, "mask_rcnn/false_positive": 0.8878581617529118, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 41.25, "time": 0.7941401656717062, "total_loss": 2.2336952785917674} {"data_time": 0.015196602791547775, "eta_seconds": 199287.56924490444, "iteration": 18199, "loss_fcos_cls": 0.33933524065651, "loss_fcos_ctr": 0.6291055977344513, "loss_fcos_loc": 0.2427956280298531, "loss_mask": 0.6412236914038658, "loss_maskiou": 0.006036315229721367, "loss_sem_seg": 0.3952194480225444, "lr": 0.01, "mask_rcnn/accuracy": 0.5857605404799282, "mask_rcnn/false_negative": 0.028452165733725634, "mask_rcnn/false_positive": 0.8754779102442984, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7957216128706932, "total_loss": 2.2762813789886422} {"data_time": 0.01625156868249178, "eta_seconds": 199271.74027129076, "iteration": 18219, "loss_fcos_cls": 0.3466205724980682, "loss_fcos_ctr": 0.6309889806434512, "loss_fcos_loc": 0.24668983300216496, "loss_mask": 0.6429724022746086, "loss_maskiou": 0.00596044710255228, "loss_sem_seg": 0.39545412361621857, "lr": 0.01, "mask_rcnn/accuracy": 0.5717821782178218, "mask_rcnn/false_negative": 0.07694960029137757, "mask_rcnn/false_positive": 0.7736830240262073, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.8135626977309585, "total_loss": 2.2607115990685998} {"data_time": 0.015777849592268467, "eta_seconds": 199408.66614684276, "iteration": 18239, "loss_fcos_cls": 0.3553552897647023, "loss_fcos_ctr": 0.6288788444362581, "loss_fcos_loc": 0.2530761957168579, "loss_mask": 0.6430927030742168, "loss_maskiou": 0.006120531819760799, "loss_sem_seg": 0.3727401252835989, "lr": 0.01, "mask_rcnn/accuracy": 0.5837670335810066, "mask_rcnn/false_negative": 0.02793934544809478, "mask_rcnn/false_positive": 0.8158139037618048, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7986735599115491, "total_loss": 2.259294720068283} {"data_time": 0.01586115825921297, "eta_seconds": 199347.8838576302, "iteration": 18259, "loss_fcos_cls": 0.3609678731299937, "loss_fcos_ctr": 0.6319097084924579, "loss_fcos_loc": 0.25091586844064295, "loss_mask": 0.6441710777580738, "loss_maskiou": 0.005718469270505011, "loss_sem_seg": 0.4016493186354637, "lr": 0.01, "mask_rcnn/accuracy": 0.6356019745560562, "mask_rcnn/false_negative": 0.02498870165491134, "mask_rcnn/false_positive": 0.8770369790258468, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7976496629416943, "total_loss": 2.2986904022400267} {"data_time": 0.01868734322488308, "eta_seconds": 199271.86279873643, "iteration": 18279, "loss_fcos_cls": 0.3498194550629705, "loss_fcos_ctr": 0.6291997008956969, "loss_fcos_loc": 0.2633368279784918, "loss_mask": 0.6463628970086575, "loss_maskiou": 0.00644950257265009, "loss_sem_seg": 0.3774946415796876, "lr": 0.01, "mask_rcnn/accuracy": 0.6094111657710927, "mask_rcnn/false_negative": 0.06891169933851832, "mask_rcnn/false_positive": 0.7306637126950624, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.25, "time": 0.7953869448974729, "total_loss": 2.257254491421918} {"data_time": 0.016407828778028488, "eta_seconds": 199083.3432056578, "iteration": 18299, "loss_fcos_cls": 0.3495934947859496, "loss_fcos_ctr": 0.6303092874586582, "loss_fcos_loc": 0.2518027276964858, "loss_mask": 0.6439175121486187, "loss_maskiou": 0.006284534727456048, "loss_sem_seg": 0.418772139120847, "lr": 0.01, "mask_rcnn/accuracy": 0.5615851677749752, "mask_rcnn/false_negative": 0.08299304492920158, "mask_rcnn/false_positive": 0.801649888293483, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 37.0, "time": 0.7882926082238555, "total_loss": 2.332119794729806} {"data_time": 0.015543763525784016, "eta_seconds": 199132.6366216587, "iteration": 18319, "loss_fcos_cls": 0.33208630280569196, "loss_fcos_ctr": 0.6290149670094252, "loss_fcos_loc": 0.24810294853523374, "loss_mask": 0.6478368937969208, "loss_maskiou": 0.005655649831169285, "loss_sem_seg": 0.37702920055016875, "lr": 0.01, "mask_rcnn/accuracy": 0.5645040467823146, "mask_rcnn/false_negative": 0.023101829781578632, "mask_rcnn/false_positive": 0.8665744917637637, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7939794277772307, "total_loss": 2.231635772754089} {"data_time": 0.016110004857182503, "eta_seconds": 199011.62024342827, "iteration": 18339, "loss_fcos_cls": 0.3593672320712358, "loss_fcos_ctr": 0.6322855018079281, "loss_fcos_loc": 0.2545118583366275, "loss_mask": 0.6411165744066238, "loss_maskiou": 0.006744144782715011, "loss_sem_seg": 0.3992470037192106, "lr": 0.01, "mask_rcnn/accuracy": 0.6343705711451246, "mask_rcnn/false_negative": 0.10107038152277298, "mask_rcnn/false_positive": 0.7213939893960388, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7866563517600298, "total_loss": 2.2632258965895744} {"data_time": 0.016705402173101902, "eta_seconds": 199035.88610142563, "iteration": 18359, "loss_fcos_cls": 0.346303534694016, "loss_fcos_ctr": 0.6317435083910823, "loss_fcos_loc": 0.2537934279534966, "loss_mask": 0.6490598246455193, "loss_maskiou": 0.0066526073205750436, "loss_sem_seg": 0.36187581019476056, "lr": 0.01, "mask_rcnn/accuracy": 0.5959862479474549, "mask_rcnn/false_negative": 0.16000743259514355, "mask_rcnn/false_positive": 0.7092391324462524, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.796140949241817, "total_loss": 2.270031721505802} {"data_time": 0.01750925835222006, "eta_seconds": 199192.6990170898, "iteration": 18379, "loss_fcos_cls": 0.3316439762711525, "loss_fcos_ctr": 0.6289864284917712, "loss_fcos_loc": 0.24493958591483533, "loss_mask": 0.6348873786628246, "loss_maskiou": 0.005750309326685965, "loss_sem_seg": 0.35881227091886103, "lr": 0.01, "mask_rcnn/accuracy": 0.6847194578380803, "mask_rcnn/false_negative": 0.04822127917898384, "mask_rcnn/false_positive": 0.8352468148406746, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.7989057078957558, "total_loss": 2.1879664147563744} {"data_time": 0.016070500016212463, "eta_seconds": 199268.31662739627, "iteration": 18399, "loss_fcos_cls": 0.347242662217468, "loss_fcos_ctr": 0.6305516706779599, "loss_fcos_loc": 0.2532083735568449, "loss_mask": 0.6437183171510696, "loss_maskiou": 0.00586027441022452, "loss_sem_seg": 0.3933099266141653, "lr": 0.01, "mask_rcnn/accuracy": 0.6062421025653252, "mask_rcnn/false_negative": 0.1404526907953183, "mask_rcnn/false_positive": 0.7607368460058755, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.5, "time": 0.7862772662192583, "total_loss": 2.2515537176004727} {"data_time": 0.017979963682591915, "eta_seconds": 199221.18355288357, "iteration": 18419, "loss_fcos_cls": 0.3273435886949301, "loss_fcos_ctr": 0.6324114995077252, "loss_fcos_loc": 0.24286011257208884, "loss_mask": 0.6430075876414776, "loss_maskiou": 0.0052851483451377135, "loss_sem_seg": 0.3561004535295069, "lr": 0.01, "mask_rcnn/accuracy": 0.5975749915350757, "mask_rcnn/false_negative": 0.030030047243460402, "mask_rcnn/false_positive": 0.8322749300357768, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.25, "time": 0.7920870427042246, "total_loss": 2.2168625620361126} {"data_time": 0.015382866375148296, "eta_seconds": 199262.72649082355, "iteration": 18439, "loss_fcos_cls": 0.3249358437024057, "loss_fcos_ctr": 0.6300873709842563, "loss_fcos_loc": 0.2525469781830907, "loss_mask": 0.6427751667797565, "loss_maskiou": 0.005839275851030834, "loss_sem_seg": 0.40145967015996575, "lr": 0.01, "mask_rcnn/accuracy": 0.5997487582674936, "mask_rcnn/false_negative": 0.07177854320275917, "mask_rcnn/false_positive": 0.7814558664762837, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.25, "time": 0.7927326429635286, "total_loss": 2.25134056621755} {"data_time": 0.016855900175869465, "eta_seconds": 199246.88439077698, "iteration": 18459, "loss_fcos_cls": 0.34422575728967786, "loss_fcos_ctr": 0.6276721069589257, "loss_fcos_loc": 0.2512801579432562, "loss_mask": 0.6393265128135681, "loss_maskiou": 0.005657731118844822, "loss_sem_seg": 0.4041450859513134, "lr": 0.01, "mask_rcnn/accuracy": 0.6194479655216123, "mask_rcnn/false_negative": 0.031497248911034614, "mask_rcnn/false_positive": 0.8584100549626217, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 28.0, "time": 0.80541265103966, "total_loss": 2.302988637937233} {"data_time": 0.015033742412924767, "eta_seconds": 199304.17777568568, "iteration": 18479, "loss_fcos_cls": 0.34044978069141507, "loss_fcos_ctr": 0.627072555013001, "loss_fcos_loc": 0.23946463502943516, "loss_mask": 0.6382946260273457, "loss_maskiou": 0.00595683552819537, "loss_sem_seg": 0.3532922863960266, "lr": 0.01, "mask_rcnn/accuracy": 0.6285623937074829, "mask_rcnn/false_negative": 0.0591879997955809, "mask_rcnn/false_positive": 0.8160032805977752, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.8058654200285673, "total_loss": 2.2084369249641895} {"data_time": 0.015559041872620583, "eta_seconds": 199449.77447087504, "iteration": 18499, "loss_fcos_cls": 0.34091194858774543, "loss_fcos_ctr": 0.6281235460191965, "loss_fcos_loc": 0.2461180337704718, "loss_mask": 0.6480370499193668, "loss_maskiou": 0.00596081126423087, "loss_sem_seg": 0.4104246268980205, "lr": 0.01, "mask_rcnn/accuracy": 0.6166697770626759, "mask_rcnn/false_negative": 0.07660607281427848, "mask_rcnn/false_positive": 0.7482435037376536, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.8030951106920838, "total_loss": 2.250723400647985} {"data_time": 0.015913039445877075, "eta_seconds": 199562.24858091585, "iteration": 18519, "loss_fcos_cls": 0.3394862075801939, "loss_fcos_ctr": 0.6296088369563222, "loss_fcos_loc": 0.25286954001057893, "loss_mask": 0.6422845125198364, "loss_maskiou": 0.005507426816620864, "loss_sem_seg": 0.3958555089775473, "lr": 0.01, "mask_rcnn/accuracy": 0.6038233713160827, "mask_rcnn/false_negative": 0.022709242013928203, "mask_rcnn/false_positive": 0.8640014278220638, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7986670825630426, "total_loss": 2.2717542222962948} {"data_time": 0.017357454635202885, "eta_seconds": 199480.28930244595, "iteration": 18539, "loss_fcos_cls": 0.35130601306445897, "loss_fcos_ctr": 0.6302068699151278, "loss_fcos_loc": 0.25337682687677443, "loss_mask": 0.6457482986152172, "loss_maskiou": 0.0056101087902789, "loss_sem_seg": 0.37319225538522005, "lr": 0.01, "mask_rcnn/accuracy": 0.5992477563314482, "mask_rcnn/false_negative": 0.06516038271438106, "mask_rcnn/false_positive": 0.7806257383183538, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.7805226426571608, "total_loss": 2.277702300099918} {"data_time": 0.015566578134894371, "eta_seconds": 199296.0194868883, "iteration": 18559, "loss_fcos_cls": 0.33176605869084597, "loss_fcos_ctr": 0.6281063691712916, "loss_fcos_loc": 0.24897023383527994, "loss_mask": 0.636669360101223, "loss_maskiou": 0.0057619814415375, "loss_sem_seg": 0.3531482685357332, "lr": 0.01, "mask_rcnn/accuracy": 0.6141581632653061, "mask_rcnn/false_negative": 0.08062943805507915, "mask_rcnn/false_positive": 0.7793181449695126, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.0, "time": 0.781007912941277, "total_loss": 2.2000548394426005} {"data_time": 0.014917290769517422, "eta_seconds": 199338.71529161185, "iteration": 18579, "loss_fcos_cls": 0.33196529233828187, "loss_fcos_ctr": 0.6302589233964682, "loss_fcos_loc": 0.24819136830046773, "loss_mask": 0.6433892287313938, "loss_maskiou": 0.005325238162185997, "loss_sem_seg": 0.41072318819351494, "lr": 0.01, "mask_rcnn/accuracy": 0.6546503847440616, "mask_rcnn/false_negative": 0.029022854073016732, "mask_rcnn/false_positive": 0.7784875374603619, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.800349441356957, "total_loss": 2.261917345924303} {"data_time": 0.015311776660382748, "eta_seconds": 199498.76473964565, "iteration": 18599, "loss_fcos_cls": 0.33558778045699, "loss_fcos_ctr": 0.6318149473518133, "loss_fcos_loc": 0.24906269391067326, "loss_mask": 0.6403028182685375, "loss_maskiou": 0.006766711128875613, "loss_sem_seg": 0.3865846381522715, "lr": 0.01, "mask_rcnn/accuracy": 0.6306839923469388, "mask_rcnn/false_negative": 0.046632623954781294, "mask_rcnn/false_positive": 0.7810332124155199, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 30.25, "time": 0.798206040635705, "total_loss": 2.2493912327918224} {"data_time": 0.016371996141970158, "eta_seconds": 199631.94306954648, "iteration": 18619, "loss_fcos_cls": 0.3400082711596042, "loss_fcos_ctr": 0.625261886510998, "loss_fcos_loc": 0.2343490170314908, "loss_mask": 0.637819766998291, "loss_maskiou": 0.00564578924968373, "loss_sem_seg": 0.3559565986506641, "lr": 0.01, "mask_rcnn/accuracy": 0.6081580717172997, "mask_rcnn/false_negative": 0.027917673505339677, "mask_rcnn/false_positive": 0.8726581214458473, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.8015093868598342, "total_loss": 2.193918953780667} {"data_time": 0.01655710767954588, "eta_seconds": 199574.3645568816, "iteration": 18639, "loss_fcos_cls": 0.3309114780277014, "loss_fcos_ctr": 0.6298060342669487, "loss_fcos_loc": 0.25284291827119887, "loss_mask": 0.6430128663778305, "loss_maskiou": 0.0060084502620156854, "loss_sem_seg": 0.41088904440402985, "lr": 0.01, "mask_rcnn/accuracy": 0.6437427269853229, "mask_rcnn/false_negative": 0.0317161394137755, "mask_rcnn/false_positive": 0.8492343869285218, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7935556303709745, "total_loss": 2.2849661430809647} {"data_time": 0.015145002864301205, "eta_seconds": 199501.3874362437, "iteration": 18659, "loss_fcos_cls": 0.3406348591670394, "loss_fcos_ctr": 0.6272578411735594, "loss_fcos_loc": 0.24397337180562317, "loss_mask": 0.6352040730416775, "loss_maskiou": 0.0055964659914025106, "loss_sem_seg": 0.4120054440572858, "lr": 0.01, "mask_rcnn/accuracy": 0.6134364460069742, "mask_rcnn/false_negative": 0.033800674402316336, "mask_rcnn/false_positive": 0.871875720051023, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.75, "time": 0.7862443085759878, "total_loss": 2.2760730574445915} {"data_time": 0.015770078636705875, "eta_seconds": 199485.51247852203, "iteration": 18679, "loss_fcos_cls": 0.3425929364748299, "loss_fcos_ctr": 0.6269820872694254, "loss_fcos_loc": 0.24693038885015994, "loss_mask": 0.6451178565621376, "loss_maskiou": 0.005300259777868632, "loss_sem_seg": 0.3565788082778454, "lr": 0.01, "mask_rcnn/accuracy": 0.6196249787243389, "mask_rcnn/false_negative": 0.10379286072858124, "mask_rcnn/false_positive": 0.7996675063046514, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.8015725333243608, "total_loss": 2.2059664689659257} {"data_time": 0.01637345552444458, "eta_seconds": 199526.7260534009, "iteration": 18699, "loss_fcos_cls": 0.34626952558755875, "loss_fcos_ctr": 0.6284854896366596, "loss_fcos_loc": 0.2555310798343271, "loss_mask": 0.645330548286438, "loss_maskiou": 0.005315569156664424, "loss_sem_seg": 0.371988533064723, "lr": 0.01, "mask_rcnn/accuracy": 0.5976692949907235, "mask_rcnn/false_negative": 0.02891981064740764, "mask_rcnn/false_positive": 0.8199112464650622, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 36.5, "time": 0.7824282413348556, "total_loss": 2.237787039121031} {"data_time": 0.01580172125250101, "eta_seconds": 199567.10303371307, "iteration": 18719, "loss_fcos_cls": 0.34239545569289476, "loss_fcos_ctr": 0.627620767802, "loss_fcos_loc": 0.24933523801155388, "loss_mask": 0.638768095523119, "loss_maskiou": 0.006358886741509195, "loss_sem_seg": 0.3868505680002272, "lr": 0.01, "mask_rcnn/accuracy": 0.6203744321752067, "mask_rcnn/false_negative": 0.043213242077966466, "mask_rcnn/false_positive": 0.8441106251301953, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7896604342386127, "total_loss": 2.3053957300799084} {"data_time": 0.01671079732477665, "eta_seconds": 199494.96705108043, "iteration": 18739, "loss_fcos_cls": 0.33011427940800786, "loss_fcos_ctr": 0.6275396998971701, "loss_fcos_loc": 0.25287902378477156, "loss_mask": 0.6393459178507328, "loss_maskiou": 0.006052025062672328, "loss_sem_seg": 0.37314743641763926, "lr": 0.01, "mask_rcnn/accuracy": 0.628866615502133, "mask_rcnn/false_negative": 0.04947243445193185, "mask_rcnn/false_positive": 0.8167377712201314, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.795337806455791, "total_loss": 2.242213409706892} {"data_time": 0.016721290536224842, "eta_seconds": 199440.5516252797, "iteration": 18759, "loss_fcos_cls": 0.33696351340040565, "loss_fcos_ctr": 0.6299749072641134, "loss_fcos_loc": 0.2515422119759023, "loss_mask": 0.6490610986948013, "loss_maskiou": 0.0055001740984153, "loss_sem_seg": 0.3601807006634772, "lr": 0.01, "mask_rcnn/accuracy": 0.6102755290525353, "mask_rcnn/false_negative": 0.02445867731187079, "mask_rcnn/false_positive": 0.866574436079796, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7905540652573109, "total_loss": 2.2405008030618774} {"data_time": 0.0178216015920043, "eta_seconds": 199452.08475215826, "iteration": 18779, "loss_fcos_cls": 0.3349371016956866, "loss_fcos_ctr": 0.6302030719816685, "loss_fcos_loc": 0.2527801905525848, "loss_mask": 0.646970622241497, "loss_maskiou": 0.006045075198926497, "loss_sem_seg": 0.3613578286021948, "lr": 0.01, "mask_rcnn/accuracy": 0.6140452569916856, "mask_rcnn/false_negative": 0.0552887612118585, "mask_rcnn/false_positive": 0.7858356732496428, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7991774845868349, "total_loss": 2.2268933893356007} {"data_time": 0.015647240914404392, "eta_seconds": 199503.56711877044, "iteration": 18799, "loss_fcos_cls": 0.32216067472472787, "loss_fcos_ctr": 0.6281108520925045, "loss_fcos_loc": 0.2513626613654196, "loss_mask": 0.6464887596666813, "loss_maskiou": 0.0054173483804333955, "loss_sem_seg": 0.3436026485869661, "lr": 0.01, "mask_rcnn/accuracy": 0.5935305372148859, "mask_rcnn/false_negative": 0.04016660125567826, "mask_rcnn/false_positive": 0.8290234195828723, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 41.5, "time": 0.7968319775536656, "total_loss": 2.2325677696353523} {"data_time": 0.015922699123620987, "eta_seconds": 199473.11488199886, "iteration": 18819, "loss_fcos_cls": 0.3331721380818635, "loss_fcos_ctr": 0.6320956349372864, "loss_fcos_loc": 0.25019610137678683, "loss_mask": 0.6433182954788208, "loss_maskiou": 0.0060037034600100014, "loss_sem_seg": 0.38328548474237323, "lr": 0.01, "mask_rcnn/accuracy": 0.5909699817426971, "mask_rcnn/false_negative": 0.07411727755750844, "mask_rcnn/false_positive": 0.8059037534315745, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.789472165517509, "total_loss": 2.2812723648530664} {"data_time": 0.018149529583752155, "eta_seconds": 199404.44890529383, "iteration": 18839, "loss_fcos_cls": 0.3355282702250406, "loss_fcos_ctr": 0.6303931754082441, "loss_fcos_loc": 0.24935726157855242, "loss_mask": 0.6424619033932686, "loss_maskiou": 0.006263437637244351, "loss_sem_seg": 0.42442392837256193, "lr": 0.01, "mask_rcnn/accuracy": 0.61303994016635, "mask_rcnn/false_negative": 0.05856747565803179, "mask_rcnn/false_positive": 0.7962611020275914, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.75, "time": 0.7816973486915231, "total_loss": 2.3142635198382777} {"data_time": 0.017666559666395187, "eta_seconds": 199491.26324048638, "iteration": 18859, "loss_fcos_cls": 0.3467095363885164, "loss_fcos_ctr": 0.6299354243092239, "loss_fcos_loc": 0.24708603997714818, "loss_mask": 0.6408581510186195, "loss_maskiou": 0.005680616537574679, "loss_sem_seg": 0.37507393676787615, "lr": 0.01, "mask_rcnn/accuracy": 0.6007276063134613, "mask_rcnn/false_negative": 0.06794110418097422, "mask_rcnn/false_positive": 0.8480987540598999, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.8005500826984644, "total_loss": 2.242213368706871} {"data_time": 0.015986621379852295, "eta_seconds": 199526.5468182955, "iteration": 18879, "loss_fcos_cls": 0.3265910465270281, "loss_fcos_ctr": 0.6299734031781554, "loss_fcos_loc": 0.24675212800502777, "loss_mask": 0.6416070573031902, "loss_maskiou": 0.006443233280151617, "loss_sem_seg": 0.3651315572205931, "lr": 0.01, "mask_rcnn/accuracy": 0.6095764278063616, "mask_rcnn/false_negative": 0.038885982512444725, "mask_rcnn/false_positive": 0.8635196449366629, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7900221645832062, "total_loss": 2.2125916929362575} {"data_time": 0.01561491284519434, "eta_seconds": 199633.82768625114, "iteration": 18899, "loss_fcos_cls": 0.33880056254565716, "loss_fcos_ctr": 0.6289962502196431, "loss_fcos_loc": 0.2415027441456914, "loss_mask": 0.6449368260800838, "loss_maskiou": 0.005396837084845174, "loss_sem_seg": 0.37484627217054367, "lr": 0.01, "mask_rcnn/accuracy": 0.5736088334143181, "mask_rcnn/false_negative": 0.06885870938677742, "mask_rcnn/false_positive": 0.7550012053301997, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.75, "time": 0.7871939493343234, "total_loss": 2.2400234736705897} {"data_time": 0.016661481000483036, "eta_seconds": 199565.54415455367, "iteration": 18919, "loss_fcos_cls": 0.34008907340466976, "loss_fcos_ctr": 0.6314484388567507, "loss_fcos_loc": 0.25125418277457356, "loss_mask": 0.6461119875311852, "loss_maskiou": 0.005830021582369227, "loss_sem_seg": 0.3783445260487497, "lr": 0.01, "mask_rcnn/accuracy": 0.601273991739553, "mask_rcnn/false_negative": 0.03484346184653797, "mask_rcnn/false_positive": 0.8597713095322035, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 30.25, "time": 0.7868918878957629, "total_loss": 2.2253875671885908} {"data_time": 0.015540441498160362, "eta_seconds": 199762.13350067474, "iteration": 18939, "loss_fcos_cls": 0.336600988637656, "loss_fcos_ctr": 0.6284715598449111, "loss_fcos_loc": 0.24632505793124437, "loss_mask": 0.6448700055480003, "loss_maskiou": 0.006328541217953898, "loss_sem_seg": 0.37890148581936955, "lr": 0.01, "mask_rcnn/accuracy": 0.6460372471356963, "mask_rcnn/false_negative": 0.04071521774072933, "mask_rcnn/false_positive": 0.8185463743415082, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 43.75, "time": 0.7990217143669724, "total_loss": 2.2528534385419334} {"data_time": 0.017386053688824177, "eta_seconds": 199746.22006660886, "iteration": 18959, "loss_fcos_cls": 0.331235415302217, "loss_fcos_ctr": 0.6321753300726414, "loss_fcos_loc": 0.2584110307507217, "loss_mask": 0.6396589316427708, "loss_maskiou": 0.005323143370333128, "loss_sem_seg": 0.38210103660821915, "lr": 0.01, "mask_rcnn/accuracy": 0.5954045954045953, "mask_rcnn/false_negative": 0.059505517110839706, "mask_rcnn/false_positive": 0.7214301959923366, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.0, "time": 0.7987788813188672, "total_loss": 2.270009324514831} {"data_time": 0.015643474645912647, "eta_seconds": 199816.38428833615, "iteration": 18979, "loss_fcos_cls": 0.3361420100554824, "loss_fcos_ctr": 0.6305532930418849, "loss_fcos_loc": 0.25061682099476457, "loss_mask": 0.6392061822116375, "loss_maskiou": 0.006301944358710898, "loss_sem_seg": 0.39207241404801607, "lr": 0.01, "mask_rcnn/accuracy": 0.6556347087804193, "mask_rcnn/false_negative": 0.06852146675717873, "mask_rcnn/false_positive": 0.7809990401558682, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7924941461533308, "total_loss": 2.2368829303304665} {"data_time": 0.015265796333551407, "eta_seconds": 199554.3242881419, "iteration": 18999, "loss_fcos_cls": 0.3379872334189713, "loss_fcos_ctr": 0.6272981399670243, "loss_fcos_loc": 0.24769840226508677, "loss_mask": 0.6473300568759441, "loss_maskiou": 0.005942961404798552, "loss_sem_seg": 0.38758123479783535, "lr": 0.01, "mask_rcnn/accuracy": 0.5957296557403535, "mask_rcnn/false_negative": 0.058635387663830196, "mask_rcnn/false_positive": 0.8270345083809612, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.7936749532818794, "total_loss": 2.254771426485604} {"data_time": 0.014900575391948223, "eta_seconds": 199364.16889062524, "iteration": 19019, "loss_fcos_cls": 0.31845687283203006, "loss_fcos_ctr": 0.6296424008905888, "loss_fcos_loc": 0.24933390645310283, "loss_mask": 0.6346582435071468, "loss_maskiou": 0.005967070130282082, "loss_sem_seg": 0.38005835888907313, "lr": 0.01, "mask_rcnn/accuracy": 0.6285945201761528, "mask_rcnn/false_negative": 0.021533503044701748, "mask_rcnn/false_positive": 0.8913408628722347, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.75, "time": 0.7799522923305631, "total_loss": 2.2497915678686695} {"data_time": 0.015499510802328587, "eta_seconds": 199199.76323953178, "iteration": 19039, "loss_fcos_cls": 0.3361429716460407, "loss_fcos_ctr": 0.6273597553372383, "loss_fcos_loc": 0.24385748628992587, "loss_mask": 0.6491818353533745, "loss_maskiou": 0.005769314673671033, "loss_sem_seg": 0.37838588561862707, "lr": 0.01, "mask_rcnn/accuracy": 0.6105090456315903, "mask_rcnn/false_negative": 0.02994128061610512, "mask_rcnn/false_positive": 0.8489738913350799, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7868732651695609, "total_loss": 2.2578785537298245} {"data_time": 0.01621862594038248, "eta_seconds": 199236.095858898, "iteration": 19059, "loss_fcos_cls": 0.33065219270065427, "loss_fcos_ctr": 0.6318620638921857, "loss_fcos_loc": 0.2424183152616024, "loss_mask": 0.6424094066023827, "loss_maskiou": 0.005981777227134444, "loss_sem_seg": 0.39929819107055664, "lr": 0.01, "mask_rcnn/accuracy": 0.6057523180505079, "mask_rcnn/false_negative": 0.02283730743906136, "mask_rcnn/false_positive": 0.8662158258901649, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7901931246742606, "total_loss": 2.2076725711667677} {"data_time": 0.017613829113543034, "eta_seconds": 199220.21674023196, "iteration": 19079, "loss_fcos_cls": 0.3336508432403207, "loss_fcos_ctr": 0.6295752199366689, "loss_fcos_loc": 0.24538719281554222, "loss_mask": 0.646068811416626, "loss_maskiou": 0.005877346382476389, "loss_sem_seg": 0.35490794968791306, "lr": 0.01, "mask_rcnn/accuracy": 0.6001338882436443, "mask_rcnn/false_negative": 0.1074038033706543, "mask_rcnn/false_positive": 0.7029284697026883, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7890856014564633, "total_loss": 2.2319503375620116} {"data_time": 0.016289527527987957, "eta_seconds": 199139.68470255565, "iteration": 19099, "loss_fcos_cls": 0.34295124374330044, "loss_fcos_ctr": 0.6294048726558685, "loss_fcos_loc": 0.245547691360116, "loss_mask": 0.64320033416152, "loss_maskiou": 0.0062096523033687845, "loss_sem_seg": 0.351885755546391, "lr": 0.01, "mask_rcnn/accuracy": 0.6137021803435521, "mask_rcnn/false_negative": 0.02363165835304988, "mask_rcnn/false_positive": 0.8906111335690694, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7887941030785441, "total_loss": 2.214547856536228} {"data_time": 0.014877068810164928, "eta_seconds": 199123.81073754933, "iteration": 19119, "loss_fcos_cls": 0.33615856035612524, "loss_fcos_ctr": 0.6268521593883634, "loss_fcos_loc": 0.2497264948906377, "loss_mask": 0.6410258710384369, "loss_maskiou": 0.005357596354770067, "loss_sem_seg": 0.3665079362690449, "lr": 0.01, "mask_rcnn/accuracy": 0.6454291538043788, "mask_rcnn/false_negative": 0.016791645474896075, "mask_rcnn/false_positive": 0.8691473215723557, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 25.5, "time": 0.810926397331059, "total_loss": 2.2393057622393826} {"data_time": 0.01661157887428999, "eta_seconds": 199218.98978192266, "iteration": 19139, "loss_fcos_cls": 0.33597208582796156, "loss_fcos_ctr": 0.6321060163900256, "loss_fcos_loc": 0.2594262233469635, "loss_mask": 0.6468308977782726, "loss_maskiou": 0.0057314910372952, "loss_sem_seg": 0.35983504075556993, "lr": 0.01, "mask_rcnn/accuracy": 0.6251908322503698, "mask_rcnn/false_negative": 0.050107142345416585, "mask_rcnn/false_positive": 0.8586664173010262, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.5, "time": 0.7942514298483729, "total_loss": 2.222729170243838} {"data_time": 0.015392783097922802, "eta_seconds": 199203.1069631679, "iteration": 19159, "loss_fcos_cls": 0.32398246182128787, "loss_fcos_ctr": 0.6290088882669806, "loss_fcos_loc": 0.24637154140509665, "loss_mask": 0.6407326348125935, "loss_maskiou": 0.00561074309371179, "loss_sem_seg": 0.36945344507694244, "lr": 0.01, "mask_rcnn/accuracy": 0.665564731047058, "mask_rcnn/false_negative": 0.09502633764361285, "mask_rcnn/false_positive": 0.678026317887246, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7888090657070279, "total_loss": 2.2072096308074833} {"data_time": 0.017478328198194504, "eta_seconds": 199187.22414441314, "iteration": 19179, "loss_fcos_cls": 0.3413984337821603, "loss_fcos_ctr": 0.6309532439336181, "loss_fcos_loc": 0.2613759762607515, "loss_mask": 0.6406783387064934, "loss_maskiou": 0.006180437036618969, "loss_sem_seg": 0.36813488975167274, "lr": 0.01, "mask_rcnn/accuracy": 0.6146001574739562, "mask_rcnn/false_negative": 0.020906865644269884, "mask_rcnn/false_positive": 0.8895137538393071, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7912706499919295, "total_loss": 2.2520461973908823} {"data_time": 0.017432824708521366, "eta_seconds": 199072.76357775833, "iteration": 19199, "loss_fcos_cls": 0.33387249428778887, "loss_fcos_ctr": 0.6301603270694613, "loss_fcos_loc": 0.23883149097673595, "loss_mask": 0.6433534286916256, "loss_maskiou": 0.005825431551784277, "loss_sem_seg": 0.3692835415713489, "lr": 0.01, "mask_rcnn/accuracy": 0.6038119161447904, "mask_rcnn/false_negative": 0.029157266911556817, "mask_rcnn/false_positive": 0.8760391869841475, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.793098071590066, "total_loss": 2.222194594440225} {"data_time": 0.015280475839972496, "eta_seconds": 199033.86914290767, "iteration": 19219, "loss_fcos_cls": 0.33903970569372177, "loss_fcos_ctr": 0.6292369808070362, "loss_fcos_loc": 0.2501685934548732, "loss_mask": 0.6451695673167706, "loss_maskiou": 0.00559930999588687, "loss_sem_seg": 0.39187805680558085, "lr": 0.01, "mask_rcnn/accuracy": 0.6054281865234055, "mask_rcnn/false_negative": 0.07390965964013577, "mask_rcnn/false_positive": 0.6939990039088717, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.5, "time": 0.7871362632140517, "total_loss": 2.2784692525456194} {"data_time": 0.01589217595756054, "eta_seconds": 198923.06389776058, "iteration": 19239, "loss_fcos_cls": 0.3216322213411331, "loss_fcos_ctr": 0.6278879586607218, "loss_fcos_loc": 0.2520933843916282, "loss_mask": 0.640793040394783, "loss_maskiou": 0.006161590608826373, "loss_sem_seg": 0.3715052083134651, "lr": 0.01, "mask_rcnn/accuracy": 0.6108801773052157, "mask_rcnn/false_negative": 0.04276285497673045, "mask_rcnn/false_positive": 0.8381808627311251, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.5, "time": 0.7684100633487105, "total_loss": 2.2606605799737736} {"data_time": 0.015887953341007233, "eta_seconds": 198860.348946739, "iteration": 19259, "loss_fcos_cls": 0.34747382579371333, "loss_fcos_ctr": 0.6285500936210155, "loss_fcos_loc": 0.25598590774461627, "loss_mask": 0.6423235908150673, "loss_maskiou": 0.00598407541110646, "loss_sem_seg": 0.36583034601062536, "lr": 0.01, "mask_rcnn/accuracy": 0.6111661331199146, "mask_rcnn/false_negative": 0.0656408878035736, "mask_rcnn/false_positive": 0.8107289062510877, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.7826088881120086, "total_loss": 2.2471150163473794} {"data_time": 0.017446240410208702, "eta_seconds": 198859.78572561033, "iteration": 19279, "loss_fcos_cls": 0.34093684796243906, "loss_fcos_ctr": 0.626515737734735, "loss_fcos_loc": 0.24608685937710106, "loss_mask": 0.6392759643495083, "loss_maskiou": 0.005788748785562348, "loss_sem_seg": 0.3408963503316045, "lr": 0.01, "mask_rcnn/accuracy": 0.6189055382556554, "mask_rcnn/false_negative": 0.021103394486585887, "mask_rcnn/false_positive": 0.8604172316256562, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7969564003869891, "total_loss": 2.2086610586338793} {"data_time": 0.016511520370841026, "eta_seconds": 198940.38196390215, "iteration": 19299, "loss_fcos_cls": 0.3417246133321896, "loss_fcos_ctr": 0.6294860523194075, "loss_fcos_loc": 0.2501094229519367, "loss_mask": 0.640891220420599, "loss_maskiou": 0.005372005660319701, "loss_sem_seg": 0.3404453406110406, "lr": 0.01, "mask_rcnn/accuracy": 0.5873415499920899, "mask_rcnn/false_negative": 0.08943575156228611, "mask_rcnn/false_positive": 0.7944209005206018, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7931347386911511, "total_loss": 2.1986857260926627} {"data_time": 0.0165068032220006, "eta_seconds": 198859.6016962547, "iteration": 19319, "loss_fcos_cls": 0.3385662203654647, "loss_fcos_ctr": 0.630786401219666, "loss_fcos_loc": 0.2494274601340294, "loss_mask": 0.6442005559802055, "loss_maskiou": 0.005755125828727614, "loss_sem_seg": 0.35259190341457725, "lr": 0.01, "mask_rcnn/accuracy": 0.6014709108459109, "mask_rcnn/false_negative": 0.02687656107752008, "mask_rcnn/false_positive": 0.8785428933861925, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7788150859996676, "total_loss": 2.18741136288736} {"data_time": 0.01605359837412834, "eta_seconds": 198919.338880484, "iteration": 19339, "loss_fcos_cls": 0.3307348950766027, "loss_fcos_ctr": 0.6270116316154599, "loss_fcos_loc": 0.24375219806097448, "loss_mask": 0.6439750604331493, "loss_maskiou": 0.006616706799832173, "loss_sem_seg": 0.3450358537957072, "lr": 0.01, "mask_rcnn/accuracy": 0.6191012245432344, "mask_rcnn/false_negative": 0.04524853028248442, "mask_rcnn/false_positive": 0.8220968614668716, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 33.0, "time": 0.812690943479538, "total_loss": 2.2100441872898955} {"data_time": 0.015462913550436497, "eta_seconds": 198796.33359013684, "iteration": 19359, "loss_fcos_cls": 0.3297903425991535, "loss_fcos_ctr": 0.633058451116085, "loss_fcos_loc": 0.25887639343272895, "loss_mask": 0.6428481377661228, "loss_maskiou": 0.005894543501199223, "loss_sem_seg": 0.3898164723068476, "lr": 0.01, "mask_rcnn/accuracy": 0.628333719851577, "mask_rcnn/false_negative": 0.10356424769216055, "mask_rcnn/false_positive": 0.7384287087920911, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7790143834426999, "total_loss": 2.24799815921142} {"data_time": 0.016777499578893185, "eta_seconds": 198732.99283260107, "iteration": 19379, "loss_fcos_cls": 0.3369775009341538, "loss_fcos_ctr": 0.6340845450758934, "loss_fcos_loc": 0.2534968610852957, "loss_mask": 0.6390553899109364, "loss_maskiou": 0.005901950105908327, "loss_sem_seg": 0.37479717284440994, "lr": 0.01, "mask_rcnn/accuracy": 0.6335839017767052, "mask_rcnn/false_negative": 0.03783661237828855, "mask_rcnn/false_positive": 0.8088578517550867, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7952734613791108, "total_loss": 2.2567796217190335} {"data_time": 0.01561094168573618, "eta_seconds": 198668.58208934683, "iteration": 19399, "loss_fcos_cls": 0.3443494653329253, "loss_fcos_ctr": 0.6305549768730998, "loss_fcos_loc": 0.24687088490463793, "loss_mask": 0.6408964432775974, "loss_maskiou": 0.0060496534570120275, "loss_sem_seg": 0.3709083693102002, "lr": 0.01, "mask_rcnn/accuracy": 0.6138267844262743, "mask_rcnn/false_negative": 0.03817245875448202, "mask_rcnn/false_positive": 0.8051054564181298, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.75, "time": 0.7754691019654274, "total_loss": 2.2519820614834316} {"data_time": 0.016694655641913414, "eta_seconds": 198733.4544387348, "iteration": 19419, "loss_fcos_cls": 0.34395003062672913, "loss_fcos_ctr": 0.631190849468112, "loss_fcos_loc": 0.2643171192612499, "loss_mask": 0.645018994808197, "loss_maskiou": 0.006096154440456303, "loss_sem_seg": 0.3780476851388812, "lr": 0.01, "mask_rcnn/accuracy": 0.5931894053917863, "mask_rcnn/false_negative": 0.03549503187137768, "mask_rcnn/false_positive": 0.8418859410866144, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7950787851586938, "total_loss": 2.253294496309536} {"data_time": 0.016146332025527954, "eta_seconds": 198755.46000207122, "iteration": 19439, "loss_fcos_cls": 0.33657099516130984, "loss_fcos_ctr": 0.6289441604167223, "loss_fcos_loc": 0.2553783138282597, "loss_mask": 0.6415843367576599, "loss_maskiou": 0.005984030809486285, "loss_sem_seg": 0.3767799660563469, "lr": 0.01, "mask_rcnn/accuracy": 0.6278598432616289, "mask_rcnn/false_negative": 0.05234709396720808, "mask_rcnn/false_positive": 0.7746428657166036, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.75, "time": 0.7989925723522902, "total_loss": 2.2078792492429784} {"data_time": 0.018268514424562454, "eta_seconds": 198701.73081173375, "iteration": 19459, "loss_fcos_cls": 0.3199553624726832, "loss_fcos_ctr": 0.6277624759823084, "loss_fcos_loc": 0.2387775662355125, "loss_mask": 0.639662615954876, "loss_maskiou": 0.0055149170802906156, "loss_sem_seg": 0.3804330825805664, "lr": 0.01, "mask_rcnn/accuracy": 0.6023325980667641, "mask_rcnn/false_negative": 0.10271355588256413, "mask_rcnn/false_positive": 0.7282752834446626, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.25, "time": 0.7873942237347364, "total_loss": 2.2147622350021265} {"data_time": 0.01746564544737339, "eta_seconds": 198593.9607469607, "iteration": 19479, "loss_fcos_cls": 0.33192551089450717, "loss_fcos_ctr": 0.6287186564877629, "loss_fcos_loc": 0.24975741049274802, "loss_mask": 0.6439342424273491, "loss_maskiou": 0.005582906203926541, "loss_sem_seg": 0.3395134743768722, "lr": 0.01, "mask_rcnn/accuracy": 0.5884355379285766, "mask_rcnn/false_negative": 0.06284630235752611, "mask_rcnn/false_positive": 0.8051820167997981, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.5, "time": 0.7935757748782635, "total_loss": 2.175985927482543} {"data_time": 0.01624744012951851, "eta_seconds": 198428.5431454163, "iteration": 19499, "loss_fcos_cls": 0.3456492596305907, "loss_fcos_ctr": 0.628577433526516, "loss_fcos_loc": 0.25538801308721304, "loss_mask": 0.6463098041713238, "loss_maskiou": 0.005742402878240682, "loss_sem_seg": 0.42020056676119566, "lr": 0.01, "mask_rcnn/accuracy": 0.6021699873131071, "mask_rcnn/false_negative": 0.01898087159991329, "mask_rcnn/false_positive": 0.8710582866970655, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 40.5, "time": 0.7857584757730365, "total_loss": 2.3008476495888317} {"data_time": 0.016990819945931435, "eta_seconds": 198320.09273476712, "iteration": 19519, "loss_fcos_cls": 0.3375120656564832, "loss_fcos_ctr": 0.6267130989581347, "loss_fcos_loc": 0.24607031233608723, "loss_mask": 0.6421934403479099, "loss_maskiou": 0.005912699052714743, "loss_sem_seg": 0.40262000216171145, "lr": 0.01, "mask_rcnn/accuracy": 0.6244309262166405, "mask_rcnn/false_negative": 0.03693061673807414, "mask_rcnn/false_positive": 0.8594364356169948, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7780976016074419, "total_loss": 2.2912352156854467} {"data_time": 0.018139378167688847, "eta_seconds": 198304.25759415887, "iteration": 19539, "loss_fcos_cls": 0.3344031907618046, "loss_fcos_ctr": 0.6292455345392227, "loss_fcos_loc": 0.24353736464399844, "loss_mask": 0.6434847488999367, "loss_maskiou": 0.0058972700498998165, "loss_sem_seg": 0.37836032500490546, "lr": 0.01, "mask_rcnn/accuracy": 0.6319656937090351, "mask_rcnn/false_negative": 0.08501037710646168, "mask_rcnn/false_positive": 0.7904884259419601, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7820388237014413, "total_loss": 2.2606628402063507} {"data_time": 0.015295281074941158, "eta_seconds": 198380.9397369409, "iteration": 19559, "loss_fcos_cls": 0.3496961332857609, "loss_fcos_ctr": 0.6305761490948498, "loss_fcos_loc": 0.2533292663283646, "loss_mask": 0.6423031948506832, "loss_maskiou": 0.006260579859372228, "loss_sem_seg": 0.38122943928465247, "lr": 0.01, "mask_rcnn/accuracy": 0.600525204104866, "mask_rcnn/false_negative": 0.056490320165313135, "mask_rcnn/false_positive": 0.8601387522169808, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7987663438543677, "total_loss": 2.282153552980162} {"data_time": 0.01471694279462099, "eta_seconds": 198239.45662474446, "iteration": 19579, "loss_fcos_cls": 0.33689457061700523, "loss_fcos_ctr": 0.6260111276060343, "loss_fcos_loc": 0.2462859695078805, "loss_mask": 0.6396140307188034, "loss_maskiou": 0.005181583655939903, "loss_sem_seg": 0.36084636906161904, "lr": 0.01, "mask_rcnn/accuracy": 0.5666471318257033, "mask_rcnn/false_negative": 0.051906719841857005, "mask_rcnn/false_positive": 0.8292874253695082, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7743047252297401, "total_loss": 2.21424224061775} {"data_time": 0.016131144016981125, "eta_seconds": 198256.75217233412, "iteration": 19599, "loss_fcos_cls": 0.3310065275290981, "loss_fcos_ctr": 0.62734420504421, "loss_fcos_loc": 0.25007499766070396, "loss_mask": 0.6449610888957977, "loss_maskiou": 0.00617632748617325, "loss_sem_seg": 0.3524731850484386, "lr": 0.01, "mask_rcnn/accuracy": 0.6452880065069506, "mask_rcnn/false_negative": 0.06004192985741673, "mask_rcnn/false_positive": 0.7862445178667701, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7941894140094519, "total_loss": 2.206694546937797} {"data_time": 0.016513659618794918, "eta_seconds": 198212.0090280734, "iteration": 19619, "loss_fcos_cls": 0.34611450508236885, "loss_fcos_ctr": 0.6322051477618515, "loss_fcos_loc": 0.25513789104297757, "loss_mask": 0.6431078836321831, "loss_maskiou": 0.00565142989216838, "loss_sem_seg": 0.3908543991856277, "lr": 0.01, "mask_rcnn/accuracy": 0.592546768707483, "mask_rcnn/false_negative": 0.017828765063199276, "mask_rcnn/false_positive": 0.8783641636066297, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 29.25, "time": 0.802799872122705, "total_loss": 2.2731790315301623} {"data_time": 0.01630231086164713, "eta_seconds": 198225.08189111762, "iteration": 19639, "loss_fcos_cls": 0.3394297733902931, "loss_fcos_ctr": 0.6317982375621796, "loss_fcos_loc": 0.2562119197100401, "loss_mask": 0.6398533210158348, "loss_maskiou": 0.005615871687041363, "loss_sem_seg": 0.36220401898026466, "lr": 0.01, "mask_rcnn/accuracy": 0.6487838252389564, "mask_rcnn/false_negative": 0.0320756629320485, "mask_rcnn/false_positive": 0.873619535414127, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.0, "time": 0.8020798210054636, "total_loss": 2.222424174500702} {"data_time": 0.018376952968537807, "eta_seconds": 198254.38121587504, "iteration": 19659, "loss_fcos_cls": 0.3363282987847924, "loss_fcos_ctr": 0.6278587765991688, "loss_fcos_loc": 0.24508049502037466, "loss_mask": 0.6442044153809547, "loss_maskiou": 0.005795848832349293, "loss_sem_seg": 0.3782334942370653, "lr": 0.01, "mask_rcnn/accuracy": 0.622697807936734, "mask_rcnn/false_negative": 0.0710754973211534, "mask_rcnn/false_positive": 0.7388820646373501, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 25.75, "time": 0.8017051182687283, "total_loss": 2.2002020815198193} {"data_time": 0.01582141686230898, "eta_seconds": 198238.54246942792, "iteration": 19679, "loss_fcos_cls": 0.333573509240523, "loss_fcos_ctr": 0.6287988675758243, "loss_fcos_loc": 0.24471164168789983, "loss_mask": 0.6435457058250904, "loss_maskiou": 0.005807156805531122, "loss_sem_seg": 0.36107044760137796, "lr": 0.01, "mask_rcnn/accuracy": 0.6023390699563408, "mask_rcnn/false_negative": 0.05489687452100439, "mask_rcnn/false_positive": 0.8185546658930702, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7967763021588326, "total_loss": 2.2386141894676257} {"data_time": 0.015821858309209347, "eta_seconds": 198270.04203423578, "iteration": 19699, "loss_fcos_cls": 0.33636127319186926, "loss_fcos_ctr": 0.627528321929276, "loss_fcos_loc": 0.2402920569293201, "loss_mask": 0.6365297175943851, "loss_maskiou": 0.00604450664104661, "loss_sem_seg": 0.3735185358673334, "lr": 0.01, "mask_rcnn/accuracy": 0.616800885126778, "mask_rcnn/false_negative": 0.06585823462113659, "mask_rcnn/false_positive": 0.8272077788332278, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7943424601107836, "total_loss": 2.2454429424687987} {"data_time": 0.016070269979536533, "eta_seconds": 198233.93632151652, "iteration": 19719, "loss_fcos_cls": 0.36147321527823806, "loss_fcos_ctr": 0.6299587800167501, "loss_fcos_loc": 0.25742150587029755, "loss_mask": 0.6418421305716038, "loss_maskiou": 0.006128409600933082, "loss_sem_seg": 0.4183890598360449, "lr": 0.01, "mask_rcnn/accuracy": 0.6090830480333362, "mask_rcnn/false_negative": 0.07609839774548688, "mask_rcnn/false_positive": 0.7929626363528928, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.25, "time": 0.789473227225244, "total_loss": 2.311205637299281} {"data_time": 0.016928793862462044, "eta_seconds": 198250.07918593567, "iteration": 19739, "loss_fcos_cls": 0.3519871870521456, "loss_fcos_ctr": 0.628048675134778, "loss_fcos_loc": 0.24699051422066987, "loss_mask": 0.6425427682697773, "loss_maskiou": 0.005537874436413404, "loss_sem_seg": 0.36674597300589085, "lr": 0.01, "mask_rcnn/accuracy": 0.6057290867474809, "mask_rcnn/false_negative": 0.027650435301368754, "mask_rcnn/false_positive": 0.8659778171226733, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7972825262695551, "total_loss": 2.2193233386569773} {"data_time": 0.017326815985143185, "eta_seconds": 198222.51444736216, "iteration": 19759, "loss_fcos_cls": 0.35049333120696247, "loss_fcos_ctr": 0.6293640453368425, "loss_fcos_loc": 0.24710375629365444, "loss_mask": 0.6420587338507175, "loss_maskiou": 0.005390654943767004, "loss_sem_seg": 0.3920983192510903, "lr": 0.01, "mask_rcnn/accuracy": 0.6103515511136849, "mask_rcnn/false_negative": 0.04268001760079737, "mask_rcnn/false_positive": 0.8258523460302054, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7835928583517671, "total_loss": 2.287568720679701} {"data_time": 0.016811123117804527, "eta_seconds": 198218.39225442242, "iteration": 19779, "loss_fcos_cls": 0.34976962860673666, "loss_fcos_ctr": 0.6329167750664055, "loss_fcos_loc": 0.24648137670010328, "loss_mask": 0.6379485353827477, "loss_maskiou": 0.0061594634025823325, "loss_sem_seg": 0.38718965370208025, "lr": 0.01, "mask_rcnn/accuracy": 0.6291145015698587, "mask_rcnn/false_negative": 0.09971895563432098, "mask_rcnn/false_positive": 0.7490489389769861, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.0, "time": 0.7991963196545839, "total_loss": 2.2553409380707308} {"data_time": 0.01696349959820509, "eta_seconds": 198242.20959003642, "iteration": 19799, "loss_fcos_cls": 0.3345212512649596, "loss_fcos_ctr": 0.6271431650966406, "loss_fcos_loc": 0.25355801347177476, "loss_mask": 0.6335553266108036, "loss_maskiou": 0.005914272449444979, "loss_sem_seg": 0.3682322381064296, "lr": 0.01, "mask_rcnn/accuracy": 0.6092368905037802, "mask_rcnn/false_negative": 0.0882392600518354, "mask_rcnn/false_positive": 0.7079865771784926, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.8003654237836599, "total_loss": 2.233481125535036} {"data_time": 0.01676060352474451, "eta_seconds": 198174.98686048854, "iteration": 19819, "loss_fcos_cls": 0.36637341417372227, "loss_fcos_ctr": 0.6253399234265089, "loss_fcos_loc": 0.25078389793634415, "loss_mask": 0.6409686356782913, "loss_maskiou": 0.005727475669118576, "loss_sem_seg": 0.3924254518933594, "lr": 0.01, "mask_rcnn/accuracy": 0.6261629931128778, "mask_rcnn/false_negative": 0.05296343567116142, "mask_rcnn/false_positive": 0.8253986197843628, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 31.25, "time": 0.7745480621233582, "total_loss": 2.2792316981067415} {"data_time": 0.015623847022652626, "eta_seconds": 198210.51631789282, "iteration": 19839, "loss_fcos_cls": 0.35477881226688623, "loss_fcos_ctr": 0.6296884715557098, "loss_fcos_loc": 0.2533902795985341, "loss_mask": 0.6362807527184486, "loss_maskiou": 0.0064569771911919815, "loss_sem_seg": 0.366020399145782, "lr": 0.01, "mask_rcnn/accuracy": 0.6080360850735643, "mask_rcnn/false_negative": 0.049355971242801555, "mask_rcnn/false_positive": 0.8038853448245797, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7932139188051224, "total_loss": 2.2580619951186236} {"data_time": 0.016974019818007946, "eta_seconds": 198123.04995345417, "iteration": 19859, "loss_fcos_cls": 0.3399553765775636, "loss_fcos_ctr": 0.6300035039894283, "loss_fcos_loc": 0.2534418108407408, "loss_mask": 0.642851073294878, "loss_maskiou": 0.00529091885255184, "loss_sem_seg": 0.353995724581182, "lr": 0.01, "mask_rcnn/accuracy": 0.6067711335946808, "mask_rcnn/false_negative": 0.06436203998731045, "mask_rcnn/false_positive": 0.8046421751272392, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.25, "time": 0.7804546058177948, "total_loss": 2.2226678072911454} {"data_time": 0.016144725494086742, "eta_seconds": 198127.45927361492, "iteration": 19879, "loss_fcos_cls": 0.3374431161209941, "loss_fcos_ctr": 0.6306018866598606, "loss_fcos_loc": 0.25249856943264604, "loss_mask": 0.6415769644081593, "loss_maskiou": 0.0063697007281007245, "loss_sem_seg": 0.3889413643628359, "lr": 0.01, "mask_rcnn/accuracy": 0.6231168694192806, "mask_rcnn/false_negative": 0.051969916456586586, "mask_rcnn/false_positive": 0.7880091128411764, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.0, "time": 0.7940010856837034, "total_loss": 2.2720104551990516} {"data_time": 0.015479599125683308, "eta_seconds": 198111.61674465705, "iteration": 19899, "loss_fcos_cls": 0.3229242581874132, "loss_fcos_ctr": 0.6267519956454635, "loss_fcos_loc": 0.2375685425940901, "loss_mask": 0.6444877423346043, "loss_maskiou": 0.006476977912825532, "loss_sem_seg": 0.39485480869188905, "lr": 0.01, "mask_rcnn/accuracy": 0.617747137159256, "mask_rcnn/false_negative": 0.0980725677662625, "mask_rcnn/false_positive": 0.7501415039568737, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7862069932743907, "total_loss": 2.2674630828551017} {"data_time": 0.015792383812367916, "eta_seconds": 198147.12977360561, "iteration": 19919, "loss_fcos_cls": 0.3414039390627295, "loss_fcos_ctr": 0.630691921338439, "loss_fcos_loc": 0.257437446154654, "loss_mask": 0.6416935101151466, "loss_maskiou": 0.005845831154147163, "loss_sem_seg": 0.37431488558650017, "lr": 0.01, "mask_rcnn/accuracy": 0.6326773142875513, "mask_rcnn/false_negative": 0.07634271930077817, "mask_rcnn/false_positive": 0.7327129391346144, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.7957165464758873, "total_loss": 2.2532369624095736} {"data_time": 0.015791792422533035, "eta_seconds": 198091.64452836942, "iteration": 19939, "loss_fcos_cls": 0.3320056067313999, "loss_fcos_ctr": 0.6321009127423167, "loss_fcos_loc": 0.25505999103188515, "loss_mask": 0.6450951397418976, "loss_maskiou": 0.006099542748415843, "loss_sem_seg": 0.333385915029794, "lr": 0.01, "mask_rcnn/accuracy": 0.6238256092652226, "mask_rcnn/false_negative": 0.027555005943830306, "mask_rcnn/false_positive": 0.8357801748848416, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.25, "time": 0.7968317102640867, "total_loss": 2.208335932547925} {"data_time": 0.015400554984807968, "eta_seconds": 198002.415944539, "iteration": 19959, "loss_fcos_cls": 0.34021022520028055, "loss_fcos_ctr": 0.6296879751607776, "loss_fcos_loc": 0.24828389065805823, "loss_mask": 0.6386177949607372, "loss_maskiou": 0.006264899537200108, "loss_sem_seg": 0.37686980329453945, "lr": 0.01, "mask_rcnn/accuracy": 0.6311645217788608, "mask_rcnn/false_negative": 0.04482189083485279, "mask_rcnn/false_positive": 0.7758219062809696, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 27.0, "time": 0.7806419217959046, "total_loss": 2.2762370671262033} {"data_time": 0.017132505774497986, "eta_seconds": 198048.24662882555, "iteration": 19979, "loss_fcos_cls": 0.32967688934877515, "loss_fcos_ctr": 0.6319781001657248, "loss_fcos_loc": 0.25645732902921736, "loss_mask": 0.6426470801234245, "loss_maskiou": 0.005342502081475686, "loss_sem_seg": 0.3856729418039322, "lr": 0.01, "mask_rcnn/accuracy": 0.6258878609047306, "mask_rcnn/false_negative": 0.050981352699436856, "mask_rcnn/false_positive": 0.8363441247811574, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.8002025671303272, "total_loss": 2.233753454112957} {"data_time": 0.01785942818969488, "eta_seconds": 198032.40409986768, "iteration": 19999, "loss_fcos_cls": 0.35197986057028174, "loss_fcos_ctr": 0.6314553366973996, "loss_fcos_loc": 0.252447416074574, "loss_mask": 0.6518243849277496, "loss_maskiou": 0.005705698189558461, "loss_sem_seg": 0.3970327861607075, "lr": 0.01, "mask_rcnn/accuracy": 0.5997614630267691, "mask_rcnn/false_negative": 0.032359276190496375, "mask_rcnn/false_positive": 0.8371577332959271, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.7986725298687816, "total_loss": 2.2990926764614414} {"data_time": 0.015935984440147877, "eta_seconds": 197996.32267566863, "iteration": 20019, "loss_fcos_cls": 0.33840910578146577, "loss_fcos_ctr": 0.6268241619691253, "loss_fcos_loc": 0.2437202804721892, "loss_mask": 0.6443081237375736, "loss_maskiou": 0.005721002642530948, "loss_sem_seg": 0.3484927271492779, "lr": 0.01, "mask_rcnn/accuracy": 0.6176103593611357, "mask_rcnn/false_negative": 0.025238466925278, "mask_rcnn/false_positive": 0.8701490942071226, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7764648236334324, "total_loss": 2.2242497880070005} {"data_time": 0.014727285131812096, "eta_seconds": 198012.4271995863, "iteration": 20039, "loss_fcos_cls": 0.3515747906640172, "loss_fcos_ctr": 0.6301583871245384, "loss_fcos_loc": 0.24717695848084986, "loss_mask": 0.6482337117195129, "loss_maskiou": 0.006186264115967788, "loss_sem_seg": 0.3843341153115034, "lr": 0.01, "mask_rcnn/accuracy": 0.6012331044013072, "mask_rcnn/false_negative": 0.026256931542313323, "mask_rcnn/false_positive": 0.8778243238742018, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.0, "time": 0.7883630190044641, "total_loss": 2.2616728500433965} {"data_time": 0.015318760648369789, "eta_seconds": 197996.58373382967, "iteration": 20059, "loss_fcos_cls": 0.3454056098125875, "loss_fcos_ctr": 0.6302846986800432, "loss_fcos_loc": 0.24657669803127646, "loss_mask": 0.6517449393868446, "loss_maskiou": 0.005835027361172251, "loss_sem_seg": 0.39704278530552983, "lr": 0.01, "mask_rcnn/accuracy": 0.5826173638119985, "mask_rcnn/false_negative": 0.06896618434731769, "mask_rcnn/false_positive": 0.7765282716779434, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.75, "time": 0.7944375174120069, "total_loss": 2.265879017446423} {"data_time": 0.015644202940165997, "eta_seconds": 198020.60410579573, "iteration": 20079, "loss_fcos_cls": 0.3165790946222842, "loss_fcos_ctr": 0.6289488021284342, "loss_fcos_loc": 0.2397287106141448, "loss_mask": 0.6384299397468567, "loss_maskiou": 0.005159266846021637, "loss_sem_seg": 0.37487331219017506, "lr": 0.01, "mask_rcnn/accuracy": 0.6230823739752311, "mask_rcnn/false_negative": 0.06354503065333743, "mask_rcnn/false_positive": 0.8368220515126608, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.8029849538579583, "total_loss": 2.2004322091233917} {"data_time": 0.016086372546851635, "eta_seconds": 198051.31514622085, "iteration": 20099, "loss_fcos_cls": 0.3517877394333482, "loss_fcos_ctr": 0.6315393289551139, "loss_fcos_loc": 0.2538020012434572, "loss_mask": 0.6386109068989754, "loss_maskiou": 0.005202206455578562, "loss_sem_seg": 0.368358694948256, "lr": 0.01, "mask_rcnn/accuracy": 0.6185418535546087, "mask_rcnn/false_negative": 0.029095836849423875, "mask_rcnn/false_positive": 0.8431223253412811, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7999493693932891, "total_loss": 2.2567870291968575} {"data_time": 0.016336881555616856, "eta_seconds": 197917.11812705267, "iteration": 20119, "loss_fcos_cls": 0.33647404657676816, "loss_fcos_ctr": 0.62458336353302, "loss_fcos_loc": 0.23884408036246896, "loss_mask": 0.6382806487381458, "loss_maskiou": 0.00547524678404443, "loss_sem_seg": 0.37984339985996485, "lr": 0.01, "mask_rcnn/accuracy": 0.6370393990929706, "mask_rcnn/false_negative": 0.1115598879487103, "mask_rcnn/false_positive": 0.5884251902544557, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7779941335320473, "total_loss": 2.2491235231718747} {"data_time": 0.016148604452610016, "eta_seconds": 197933.20987080317, "iteration": 20139, "loss_fcos_cls": 0.35467216558754444, "loss_fcos_ctr": 0.6301091369241476, "loss_fcos_loc": 0.24905303493142128, "loss_mask": 0.6439248025417328, "loss_maskiou": 0.005777836759079946, "loss_sem_seg": 0.39470287738367915, "lr": 0.01, "mask_rcnn/accuracy": 0.6028911564625851, "mask_rcnn/false_negative": 0.02887428487546324, "mask_rcnn/false_positive": 0.8478816903448776, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.0, "time": 0.8051248351112008, "total_loss": 2.31720940170635} {"data_time": 0.016392993740737438, "eta_seconds": 197917.36640504654, "iteration": 20159, "loss_fcos_cls": 0.3152963552856818, "loss_fcos_ctr": 0.629252246581018, "loss_fcos_loc": 0.24243585369549692, "loss_mask": 0.639699537307024, "loss_maskiou": 0.0060118100518593565, "loss_sem_seg": 0.3854658124037087, "lr": 0.01, "mask_rcnn/accuracy": 0.5772647868435912, "mask_rcnn/false_negative": 0.04059546139877908, "mask_rcnn/false_positive": 0.8904298968076372, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.75, "time": 0.7845113556832075, "total_loss": 2.2234375815860403} {"data_time": 0.015880844555795193, "eta_seconds": 197901.52293928992, "iteration": 20179, "loss_fcos_cls": 0.3368455804884434, "loss_fcos_ctr": 0.6289104204624891, "loss_fcos_loc": 0.24669038550928235, "loss_mask": 0.6449802704155445, "loss_maskiou": 0.006432991707697511, "loss_sem_seg": 0.4012295054271817, "lr": 0.01, "mask_rcnn/accuracy": 0.6285410802251936, "mask_rcnn/false_negative": 0.03477302671759879, "mask_rcnn/false_positive": 0.867009040834791, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7946629840880632, "total_loss": 2.2515281045780284} {"data_time": 0.017693636007606983, "eta_seconds": 197820.9640622316, "iteration": 20199, "loss_fcos_cls": 0.3380606002174318, "loss_fcos_ctr": 0.6257654316723347, "loss_fcos_loc": 0.24222202878445387, "loss_mask": 0.637215718626976, "loss_maskiou": 0.005170887248823419, "loss_sem_seg": 0.37692829594016075, "lr": 0.01, "mask_rcnn/accuracy": 0.5896771918796926, "mask_rcnn/false_negative": 0.03829402732470136, "mask_rcnn/false_positive": 0.846335372276229, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7908234549686313, "total_loss": 2.2217723604117054} {"data_time": 0.015553006902337074, "eta_seconds": 197858.13628133107, "iteration": 20219, "loss_fcos_cls": 0.32922381861135364, "loss_fcos_ctr": 0.6276107635349035, "loss_fcos_loc": 0.24650831101462245, "loss_mask": 0.6422294229269028, "loss_maskiou": 0.00565338964224793, "loss_sem_seg": 0.3114212022628635, "lr": 0.01, "mask_rcnn/accuracy": 0.6048733682662254, "mask_rcnn/false_negative": 0.04609144097596363, "mask_rcnn/false_positive": 0.8425370190275925, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7928022285923362, "total_loss": 2.1707046329102013} {"data_time": 0.01585118006914854, "eta_seconds": 197940.36247248016, "iteration": 20239, "loss_fcos_cls": 0.3404447919456288, "loss_fcos_ctr": 0.6294204639270902, "loss_fcos_loc": 0.2443792597623542, "loss_mask": 0.6402620114386082, "loss_maskiou": 0.005606342623650562, "loss_sem_seg": 0.41897029319079593, "lr": 0.01, "mask_rcnn/accuracy": 0.616685960098325, "mask_rcnn/false_negative": 0.08111167473506929, "mask_rcnn/false_positive": 0.7528133689481324, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.8003960903733969, "total_loss": 2.2817502305988455} {"data_time": 0.01848148088902235, "eta_seconds": 197975.63617783226, "iteration": 20259, "loss_fcos_cls": 0.34928408451378345, "loss_fcos_ctr": 0.6273799273185432, "loss_fcos_loc": 0.2587581768166274, "loss_mask": 0.6501107253134251, "loss_maskiou": 0.005999115674057975, "loss_sem_seg": 0.39964801631867886, "lr": 0.01, "mask_rcnn/accuracy": 0.6151229722658293, "mask_rcnn/false_negative": 0.06027122867540678, "mask_rcnn/false_positive": 0.8301623290654323, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.8008037144318223, "total_loss": 2.2926116766175255} {"data_time": 0.0175149068236351, "eta_seconds": 197959.78170170076, "iteration": 20279, "loss_fcos_cls": 0.34480680897831917, "loss_fcos_ctr": 0.624380249530077, "loss_fcos_loc": 0.23504559136927128, "loss_mask": 0.6445519104599953, "loss_maskiou": 0.006202195589139592, "loss_sem_seg": 0.3314382783137262, "lr": 0.01, "mask_rcnn/accuracy": 0.6250190881141283, "mask_rcnn/false_negative": 0.11845215914895563, "mask_rcnn/false_positive": 0.6474294000469364, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.8003540216013789, "total_loss": 2.19797329659923} {"data_time": 0.01563227642327547, "eta_seconds": 197910.2699488178, "iteration": 20299, "loss_fcos_cls": 0.33111691288650036, "loss_fcos_ctr": 0.6283302074298263, "loss_fcos_loc": 0.24602645076811314, "loss_mask": 0.6411670483648777, "loss_maskiou": 0.005305714163114317, "loss_sem_seg": 0.3713211331050843, "lr": 0.01, "mask_rcnn/accuracy": 0.6208411936203053, "mask_rcnn/false_negative": 0.036627868431627505, "mask_rcnn/false_positive": 0.7762661338636065, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7803212199360132, "total_loss": 2.21724280048511} {"data_time": 0.015959355048835278, "eta_seconds": 197925.85809989087, "iteration": 20319, "loss_fcos_cls": 0.3581526034977287, "loss_fcos_ctr": 0.6307275565341115, "loss_fcos_loc": 0.25185825675725937, "loss_mask": 0.6378969512879848, "loss_maskiou": 0.005550235946429893, "loss_sem_seg": 0.42126120487228036, "lr": 0.01, "mask_rcnn/accuracy": 0.6119794721049339, "mask_rcnn/false_negative": 0.04810359061495288, "mask_rcnn/false_positive": 0.8148293228945314, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 39.0, "time": 0.7746916925534606, "total_loss": 2.3075656108994735} {"data_time": 0.017142542637884617, "eta_seconds": 197910.0038011577, "iteration": 20339, "loss_fcos_cls": 0.32860410609282553, "loss_fcos_ctr": 0.6288414150476456, "loss_fcos_loc": 0.2457751410547644, "loss_mask": 0.6406920477747917, "loss_maskiou": 0.005509498965693638, "loss_sem_seg": 0.36767327366396785, "lr": 0.01, "mask_rcnn/accuracy": 0.5995373936891408, "mask_rcnn/false_negative": 0.02296334192369103, "mask_rcnn/false_positive": 0.8651563303353701, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.5, "time": 0.8035613922402263, "total_loss": 2.240166766830953} {"data_time": 0.016503261402249336, "eta_seconds": 197935.04653137736, "iteration": 20359, "loss_fcos_cls": 0.33150590723380446, "loss_fcos_ctr": 0.6287329625338316, "loss_fcos_loc": 0.25336050312034786, "loss_mask": 0.6373437345027924, "loss_maskiou": 0.0059047958930023015, "loss_sem_seg": 0.376098794862628, "lr": 0.01, "mask_rcnn/accuracy": 0.5997559934061344, "mask_rcnn/false_negative": 0.0787967723823248, "mask_rcnn/false_positive": 0.7437391068752051, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.25, "time": 0.7788804052397609, "total_loss": 2.2319207479740726} {"data_time": 0.01630514021962881, "eta_seconds": 198086.48802595306, "iteration": 20379, "loss_fcos_cls": 0.3424926707521081, "loss_fcos_ctr": 0.6264980295673013, "loss_fcos_loc": 0.24562251241877675, "loss_mask": 0.6458600275218487, "loss_maskiou": 0.005681261100107804, "loss_sem_seg": 0.38242313964292407, "lr": 0.01, "mask_rcnn/accuracy": 0.6014675096905645, "mask_rcnn/false_negative": 0.0214100853421669, "mask_rcnn/false_positive": 0.8700667549178727, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.8037581406533718, "total_loss": 2.26140999852214} {"data_time": 0.016379945911467075, "eta_seconds": 198217.81243899, "iteration": 20399, "loss_fcos_cls": 0.3228066232986748, "loss_fcos_ctr": 0.6276697488501668, "loss_fcos_loc": 0.24333962704986334, "loss_mask": 0.6382699385285378, "loss_maskiou": 0.0061020582797937095, "loss_sem_seg": 0.35761044453829527, "lr": 0.01, "mask_rcnn/accuracy": 0.6319398890508584, "mask_rcnn/false_negative": 0.03674386810310945, "mask_rcnn/false_positive": 0.8397123012357148, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7952817808836699, "total_loss": 2.185057495298679} {"data_time": 0.016394994221627712, "eta_seconds": 197887.47380577587, "iteration": 20419, "loss_fcos_cls": 0.3341653060633689, "loss_fcos_ctr": 0.6284017134457827, "loss_fcos_loc": 0.2462419057264924, "loss_mask": 0.6463145986199379, "loss_maskiou": 0.006152221332740737, "loss_sem_seg": 0.35578727861866355, "lr": 0.01, "mask_rcnn/accuracy": 0.6330193600787518, "mask_rcnn/false_negative": 0.05573003235121467, "mask_rcnn/false_positive": 0.7974921829109192, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.0, "time": 0.7660122411325574, "total_loss": 2.2225094498862745} {"data_time": 0.015006323345005512, "eta_seconds": 197799.30748654157, "iteration": 20439, "loss_fcos_cls": 0.3209917042404413, "loss_fcos_ctr": 0.6297426940873265, "loss_fcos_loc": 0.24665853031910956, "loss_mask": 0.639930222183466, "loss_maskiou": 0.005608467377896886, "loss_sem_seg": 0.4185055047273636, "lr": 0.01, "mask_rcnn/accuracy": 0.5873115965136054, "mask_rcnn/false_negative": 0.08343367953094635, "mask_rcnn/false_positive": 0.7677908447045703, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7928852010518312, "total_loss": 2.263089009871692} {"data_time": 0.016096580773591995, "eta_seconds": 197914.56641745567, "iteration": 20459, "loss_fcos_cls": 0.3262300316710025, "loss_fcos_ctr": 0.6318925097584724, "loss_fcos_loc": 0.2521398854441941, "loss_mask": 0.6413083486258984, "loss_maskiou": 0.00665281867259182, "loss_sem_seg": 0.35745509061962366, "lr": 0.01, "mask_rcnn/accuracy": 0.6210063335679099, "mask_rcnn/false_negative": 0.09598987096754388, "mask_rcnn/false_positive": 0.736874221708961, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.75, "time": 0.8074350841343403, "total_loss": 2.2129821415874176} {"data_time": 0.016362461261451244, "eta_seconds": 197842.50030125584, "iteration": 20479, "loss_fcos_cls": 0.32761996472254395, "loss_fcos_ctr": 0.6290838802233338, "loss_fcos_loc": 0.2409565867856145, "loss_mask": 0.6435542292892933, "loss_maskiou": 0.005560422476264648, "loss_sem_seg": 0.37695102114230394, "lr": 0.01, "mask_rcnn/accuracy": 0.5880157442723926, "mask_rcnn/false_negative": 0.08814880429851303, "mask_rcnn/false_positive": 0.7520851555916175, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7916151275858283, "total_loss": 2.2404381383130385} {"data_time": 0.016473502852022648, "eta_seconds": 197785.7684240369, "iteration": 20499, "loss_fcos_cls": 0.34984686970710754, "loss_fcos_ctr": 0.6260732309892774, "loss_fcos_loc": 0.25331107969395816, "loss_mask": 0.6440877728164196, "loss_maskiou": 0.005776234844233841, "loss_sem_seg": 0.4000352304428816, "lr": 0.01, "mask_rcnn/accuracy": 0.5680872348939576, "mask_rcnn/false_negative": 0.10079309298911301, "mask_rcnn/false_positive": 0.7379448352454621, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.75, "time": 0.7804838176816702, "total_loss": 2.2542212259722874} {"data_time": 0.014500197023153305, "eta_seconds": 198015.20689800754, "iteration": 20519, "loss_fcos_cls": 0.3356823173817247, "loss_fcos_ctr": 0.6286324658431113, "loss_fcos_loc": 0.25329162809066474, "loss_mask": 0.6414358951151371, "loss_maskiou": 0.005950897793809418, "loss_sem_seg": 0.36814027465879917, "lr": 0.01, "mask_rcnn/accuracy": 0.6058826625525908, "mask_rcnn/false_negative": 0.057216457464892144, "mask_rcnn/false_positive": 0.8348561129957327, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.75, "time": 0.8109766012057662, "total_loss": 2.2210644465012592} {"data_time": 0.01489755604416132, "eta_seconds": 198106.63302167412, "iteration": 20539, "loss_fcos_cls": 0.32035565422847867, "loss_fcos_ctr": 0.6296707708388567, "loss_fcos_loc": 0.24654473504051566, "loss_mask": 0.6494844853878021, "loss_maskiou": 0.0057851293531712145, "loss_sem_seg": 0.3520059701986611, "lr": 0.01, "mask_rcnn/accuracy": 0.6117585370781976, "mask_rcnn/false_negative": 0.020647126680129614, "mask_rcnn/false_positive": 0.8682910680992746, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.25, "time": 0.7968249721452594, "total_loss": 2.217997169585942} {"data_time": 0.015393516980111599, "eta_seconds": 198118.84489408415, "iteration": 20559, "loss_fcos_cls": 0.336452285759151, "loss_fcos_ctr": 0.6326718451455235, "loss_fcos_loc": 0.2564240414649248, "loss_mask": 0.6420986242592335, "loss_maskiou": 0.006419930039555766, "loss_sem_seg": 0.3549925903789699, "lr": 0.01, "mask_rcnn/accuracy": 0.598287904202777, "mask_rcnn/false_negative": 0.06031899276928107, "mask_rcnn/false_positive": 0.8238312324258716, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.0, "time": 0.8095106901600957, "total_loss": 2.2102434878579515} {"data_time": 0.015228829346597195, "eta_seconds": 198214.01815739088, "iteration": 20579, "loss_fcos_cls": 0.3393560438416898, "loss_fcos_ctr": 0.6317643439397216, "loss_fcos_loc": 0.24852414592169225, "loss_mask": 0.643298052251339, "loss_maskiou": 0.005652724299579859, "loss_sem_seg": 0.3949035117402673, "lr": 0.01, "mask_rcnn/accuracy": 0.6029977573718075, "mask_rcnn/false_negative": 0.04903722289351936, "mask_rcnn/false_positive": 0.8257849389956167, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 33.25, "time": 0.8011698639020324, "total_loss": 2.2912337727611884} {"data_time": 0.018025056459009647, "eta_seconds": 198112.64993248042, "iteration": 20599, "loss_fcos_cls": 0.3393230512738228, "loss_fcos_ctr": 0.6289605936035514, "loss_fcos_loc": 0.24386991932988167, "loss_mask": 0.642764437943697, "loss_maskiou": 0.00584771534340689, "loss_sem_seg": 0.3609975138679147, "lr": 0.01, "mask_rcnn/accuracy": 0.6305488480379429, "mask_rcnn/false_negative": 0.029076361706682652, "mask_rcnn/false_positive": 0.7926413331360442, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.75, "time": 0.7836467744782567, "total_loss": 2.261023863502487} {"data_time": 0.016333628445863724, "eta_seconds": 198096.7628550483, "iteration": 20619, "loss_fcos_cls": 0.33836693642660975, "loss_fcos_ctr": 0.6242541782557964, "loss_fcos_loc": 0.23791028978303075, "loss_mask": 0.6434821039438248, "loss_maskiou": 0.005810682021547109, "loss_sem_seg": 0.3974800477735698, "lr": 0.01, "mask_rcnn/accuracy": 0.6360196440327284, "mask_rcnn/false_negative": 0.04184536008047589, "mask_rcnn/false_positive": 0.7614187327320128, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.8024970814585686, "total_loss": 2.2660293010267196} {"data_time": 0.01793621201068163, "eta_seconds": 198123.758067959, "iteration": 20639, "loss_fcos_cls": 0.334802612895146, "loss_fcos_ctr": 0.629515552893281, "loss_fcos_loc": 0.25109025998972356, "loss_mask": 0.6431773528456688, "loss_maskiou": 0.005297664931276813, "loss_sem_seg": 0.3986111329868436, "lr": 0.01, "mask_rcnn/accuracy": 0.623858754027927, "mask_rcnn/false_negative": 0.04887820671148342, "mask_rcnn/false_positive": 0.8370355379553396, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.25, "time": 0.8051703432574868, "total_loss": 2.2725309225570527} {"data_time": 0.016818178817629814, "eta_seconds": 198107.8675511526, "iteration": 20659, "loss_fcos_cls": 0.3385756053030491, "loss_fcos_ctr": 0.6289263963699341, "loss_fcos_loc": 0.24776568403467536, "loss_mask": 0.639291301369667, "loss_maskiou": 0.0066124424047302455, "loss_sem_seg": 0.39340664725750685, "lr": 0.01, "mask_rcnn/accuracy": 0.6117837784189176, "mask_rcnn/false_negative": 0.042304670965768475, "mask_rcnn/false_positive": 0.8422770966255317, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.75, "time": 0.8006098009645939, "total_loss": 2.250005594076356} {"data_time": 0.01601877063512802, "eta_seconds": 197995.45360435825, "iteration": 20679, "loss_fcos_cls": 0.3250837060622871, "loss_fcos_ctr": 0.6308480659499764, "loss_fcos_loc": 0.2495738542638719, "loss_mask": 0.6463749930262566, "loss_maskiou": 0.005647833124385215, "loss_sem_seg": 0.40013972856104374, "lr": 0.01, "mask_rcnn/accuracy": 0.5855703731357041, "mask_rcnn/false_negative": 0.091141787520997, "mask_rcnn/false_positive": 0.7218395218813778, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7980231577530503, "total_loss": 2.2253069381004025} {"data_time": 0.014870458282530308, "eta_seconds": 197843.4243990546, "iteration": 20699, "loss_fcos_cls": 0.33112932287622243, "loss_fcos_ctr": 0.6279622712172568, "loss_fcos_loc": 0.25295543612446636, "loss_mask": 0.6501599624752998, "loss_maskiou": 0.00567526896338677, "loss_sem_seg": 0.37383730662986636, "lr": 0.01, "mask_rcnn/accuracy": 0.5766103316326531, "mask_rcnn/false_negative": 0.09785850136033236, "mask_rcnn/false_positive": 0.7133327346447225, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.25, "time": 0.776797148399055, "total_loss": 2.2605021553172264} {"data_time": 0.015584220178425312, "eta_seconds": 197963.6880565537, "iteration": 20719, "loss_fcos_cls": 0.34681232646107674, "loss_fcos_ctr": 0.6274056918919086, "loss_fcos_loc": 0.2540821679867804, "loss_mask": 0.6429128125309944, "loss_maskiou": 0.005910186824621633, "loss_sem_seg": 0.3792479168623686, "lr": 0.01, "mask_rcnn/accuracy": 0.6090491903283052, "mask_rcnn/false_negative": 0.04884151043037041, "mask_rcnn/false_positive": 0.803021303035435, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.8010175628587604, "total_loss": 2.2462275337747997} {"data_time": 0.015128682367503643, "eta_seconds": 197947.80528265145, "iteration": 20739, "loss_fcos_cls": 0.3321670575533062, "loss_fcos_ctr": 0.6274650013074279, "loss_fcos_loc": 0.23808200284838676, "loss_mask": 0.6453614942729473, "loss_maskiou": 0.005625307949230773, "loss_sem_seg": 0.316137796966359, "lr": 0.01, "mask_rcnn/accuracy": 0.614224616152713, "mask_rcnn/false_negative": 0.07808990024279022, "mask_rcnn/false_positive": 0.7855013817344589, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.8018254665657878, "total_loss": 2.176036963792285} {"data_time": 0.015181075781583786, "eta_seconds": 197959.9946289761, "iteration": 20759, "loss_fcos_cls": 0.3428333639167249, "loss_fcos_ctr": 0.6278975466266274, "loss_fcos_loc": 0.2530008270405233, "loss_mask": 0.6395874880254269, "loss_maskiou": 0.005827463006426115, "loss_sem_seg": 0.4010851653292775, "lr": 0.01, "mask_rcnn/accuracy": 0.6156196853741497, "mask_rcnn/false_negative": 0.04388944014136617, "mask_rcnn/false_positive": 0.827331645351233, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.796745952218771, "total_loss": 2.2837954467977397} {"data_time": 0.0169447036460042, "eta_seconds": 197557.02785487007, "iteration": 20779, "loss_fcos_cls": 0.33910586195997894, "loss_fcos_ctr": 0.6283790627494454, "loss_fcos_loc": 0.2511755042942241, "loss_mask": 0.6426400318741798, "loss_maskiou": 0.006169097652673372, "loss_sem_seg": 0.3490151669830084, "lr": 0.01, "mask_rcnn/accuracy": 0.5945656761983293, "mask_rcnn/false_negative": 0.06715655329593895, "mask_rcnn/false_positive": 0.8386494307402803, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.25, "time": 0.7784172827377915, "total_loss": 2.235416886236635} {"data_time": 0.016602295450866222, "eta_seconds": 197507.19851439446, "iteration": 20799, "loss_fcos_cls": 0.3312241737730801, "loss_fcos_ctr": 0.6293115317821503, "loss_fcos_loc": 0.24149561196099967, "loss_mask": 0.6361928768455982, "loss_maskiou": 0.0055398781596522895, "loss_sem_seg": 0.34257169160991907, "lr": 0.01, "mask_rcnn/accuracy": 0.6838280364229026, "mask_rcnn/false_negative": 0.08917290818393023, "mask_rcnn/false_positive": 0.6073212120310094, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.25, "time": 0.7925341483205557, "total_loss": 2.199514629042824} {"data_time": 0.015896623954176903, "eta_seconds": 197491.34727796167, "iteration": 20819, "loss_fcos_cls": 0.3456422006711364, "loss_fcos_ctr": 0.6330290753394365, "loss_fcos_loc": 0.25289903732482344, "loss_mask": 0.6380617134273052, "loss_maskiou": 0.005658534966642037, "loss_sem_seg": 0.3690695334225893, "lr": 0.01, "mask_rcnn/accuracy": 0.6286603786251342, "mask_rcnn/false_negative": 0.04345529657719763, "mask_rcnn/false_positive": 0.8505765368406499, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.0, "time": 0.7704144734889269, "total_loss": 2.237940915263607} {"data_time": 0.01569998264312744, "eta_seconds": 197475.49604152888, "iteration": 20839, "loss_fcos_cls": 0.3287528958171606, "loss_fcos_ctr": 0.6287066088989377, "loss_fcos_loc": 0.24482314940541983, "loss_mask": 0.6408017165958881, "loss_maskiou": 0.005823948755278252, "loss_sem_seg": 0.4018808575347066, "lr": 0.01, "mask_rcnn/accuracy": 0.6230067328136073, "mask_rcnn/false_negative": 0.028719419289014978, "mask_rcnn/false_positive": 0.8556344868509433, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.7974782362580299, "total_loss": 2.241642630295246} {"data_time": 0.016550030559301376, "eta_seconds": 197493.61200215947, "iteration": 20859, "loss_fcos_cls": 0.3432876691222191, "loss_fcos_ctr": 0.6286100004799664, "loss_fcos_loc": 0.24800847645383328, "loss_mask": 0.6387703195214272, "loss_maskiou": 0.00640843877044972, "loss_sem_seg": 0.38437684159725904, "lr": 0.01, "mask_rcnn/accuracy": 0.6298598787341023, "mask_rcnn/false_negative": 0.08951923824136382, "mask_rcnn/false_positive": 0.7392940861299345, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 42.75, "time": 0.7944191489368677, "total_loss": 2.2576407625165302} {"data_time": 0.016491560265421867, "eta_seconds": 197525.34463050868, "iteration": 20879, "loss_fcos_cls": 0.33860404463484883, "loss_fcos_ctr": 0.6306142380926758, "loss_fcos_loc": 0.24606162402778864, "loss_mask": 0.6438149102032185, "loss_maskiou": 0.0057604538269515615, "loss_sem_seg": 0.3984340487513691, "lr": 0.01, "mask_rcnn/accuracy": 0.5984048875231911, "mask_rcnn/false_negative": 0.09530401793639984, "mask_rcnn/false_positive": 0.7968580720268867, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7965811034664512, "total_loss": 2.2417862130932917} {"data_time": 0.017226848751306534, "eta_seconds": 197694.2203952549, "iteration": 20899, "loss_fcos_cls": 0.33044354896992445, "loss_fcos_ctr": 0.6293925191275775, "loss_fcos_loc": 0.2551851210882887, "loss_mask": 0.643355306237936, "loss_maskiou": 0.005614689191133948, "loss_sem_seg": 0.38091644924134016, "lr": 0.01, "mask_rcnn/accuracy": 0.615112863327149, "mask_rcnn/false_negative": 0.0167721709757849, "mask_rcnn/false_positive": 0.867630547544872, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.25, "time": 0.793306446634233, "total_loss": 2.204893832866219} {"data_time": 0.016223165206611156, "eta_seconds": 197579.6248899987, "iteration": 20919, "loss_fcos_cls": 0.3484789726790041, "loss_fcos_ctr": 0.6313993725925684, "loss_fcos_loc": 0.2571581066586077, "loss_mask": 0.6366288475692272, "loss_maskiou": 0.005703472386812791, "loss_sem_seg": 0.359539239667356, "lr": 0.01, "mask_rcnn/accuracy": 0.6398499153759865, "mask_rcnn/false_negative": 0.040348611442584774, "mask_rcnn/false_positive": 0.838110117266842, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.780354818329215, "total_loss": 2.2212417336268118} {"data_time": 0.015601108781993389, "eta_seconds": 197278.5156277269, "iteration": 20939, "loss_fcos_cls": 0.340490490430966, "loss_fcos_ctr": 0.6296053119003773, "loss_fcos_loc": 0.24622722569620237, "loss_mask": 0.6454590372741222, "loss_maskiou": 0.0061627271643374115, "loss_sem_seg": 0.3630507681518793, "lr": 0.01, "mask_rcnn/accuracy": 0.6256104038776114, "mask_rcnn/false_negative": 0.026196111257002802, "mask_rcnn/false_positive": 0.8661483159480716, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.783864482305944, "total_loss": 2.259390791914484} {"data_time": 0.015449120663106441, "eta_seconds": 197347.98208275344, "iteration": 20959, "loss_fcos_cls": 0.3023736692266539, "loss_fcos_ctr": 0.628004401922226, "loss_fcos_loc": 0.24225299968384206, "loss_mask": 0.638951949775219, "loss_maskiou": 0.005433330239611678, "loss_sem_seg": 0.3635385865345597, "lr": 0.01, "mask_rcnn/accuracy": 0.5924358847655284, "mask_rcnn/false_negative": 0.02925833043124284, "mask_rcnn/false_positive": 0.8737452291209603, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7884461339563131, "total_loss": 2.213952953374246} {"data_time": 0.01612353604286909, "eta_seconds": 197227.0449749278, "iteration": 20979, "loss_fcos_cls": 0.3308642392512411, "loss_fcos_ctr": 0.6262353756465018, "loss_fcos_loc": 0.23565460368990898, "loss_mask": 0.6463979445397854, "loss_maskiou": 0.005271989706670865, "loss_sem_seg": 0.400142228230834, "lr": 0.01, "mask_rcnn/accuracy": 0.6002996908509166, "mask_rcnn/false_negative": 0.0811984492423999, "mask_rcnn/false_positive": 0.7406886439088081, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.784091567620635, "total_loss": 2.2735035693476675} {"data_time": 0.01732119731605053, "eta_seconds": 197230.99027876556, "iteration": 20999, "loss_fcos_cls": 0.3364761588163674, "loss_fcos_ctr": 0.6275231325998902, "loss_fcos_loc": 0.24801024701446295, "loss_mask": 0.6430317908525467, "loss_maskiou": 0.005882315366761759, "loss_sem_seg": 0.3950472828000784, "lr": 0.01, "mask_rcnn/accuracy": 0.6206588978875132, "mask_rcnn/false_negative": 0.05916612619120496, "mask_rcnn/false_positive": 0.7263727205333208, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.8025163672864437, "total_loss": 2.252346467837924} {"data_time": 0.016543379984796047, "eta_seconds": 197300.43618097436, "iteration": 21019, "loss_fcos_cls": 0.33575218613259494, "loss_fcos_ctr": 0.6293527195230126, "loss_fcos_loc": 0.24986925022676587, "loss_mask": 0.6424222141504288, "loss_maskiou": 0.005950552236754447, "loss_sem_seg": 0.3774233488366008, "lr": 0.01, "mask_rcnn/accuracy": 0.600337596077392, "mask_rcnn/false_negative": 0.028234904228076, "mask_rcnn/false_positive": 0.8669498018527355, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7891947003081441, "total_loss": 2.2315100554114906} {"data_time": 0.016837728209793568, "eta_seconds": 197350.9263335606, "iteration": 21039, "loss_fcos_cls": 0.3356583116110414, "loss_fcos_ctr": 0.6298087956383824, "loss_fcos_loc": 0.2425029034493491, "loss_mask": 0.6450535804033279, "loss_maskiou": 0.005571200425038114, "loss_sem_seg": 0.3870498761534691, "lr": 0.01, "mask_rcnn/accuracy": 0.5884877370535506, "mask_rcnn/false_negative": 0.13765903728734188, "mask_rcnn/false_positive": 0.7365841575937507, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.75, "time": 0.808184439316392, "total_loss": 2.25917895359089} {"data_time": 0.01563381217420101, "eta_seconds": 197268.73891312163, "iteration": 21059, "loss_fcos_cls": 0.31335344165563583, "loss_fcos_ctr": 0.6318363500759006, "loss_fcos_loc": 0.25309806410223246, "loss_mask": 0.6450812369585037, "loss_maskiou": 0.0054163123932085, "loss_sem_seg": 0.3389865253120661, "lr": 0.01, "mask_rcnn/accuracy": 0.5698916794978861, "mask_rcnn/false_negative": 0.11492997511835504, "mask_rcnn/false_positive": 0.8123143559093924, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.5, "time": 0.7866951497271657, "total_loss": 2.189307733948226} {"data_time": 0.01555689051747322, "eta_seconds": 197252.89027919527, "iteration": 21079, "loss_fcos_cls": 0.32083124993368983, "loss_fcos_ctr": 0.6269765417091548, "loss_fcos_loc": 0.24949312582612038, "loss_mask": 0.6390505060553551, "loss_maskiou": 0.005551616981392726, "loss_sem_seg": 0.3462386471219361, "lr": 0.01, "mask_rcnn/accuracy": 0.5949377153458786, "mask_rcnn/false_negative": 0.07880378549983574, "mask_rcnn/false_positive": 0.6677021502459319, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.5, "time": 0.7985562263056636, "total_loss": 2.1897221047984203} {"data_time": 0.016331368125975132, "eta_seconds": 197303.36444402765, "iteration": 21099, "loss_fcos_cls": 0.3372268984094262, "loss_fcos_ctr": 0.6291436729952693, "loss_fcos_loc": 0.25147263100370765, "loss_mask": 0.6426620967686176, "loss_maskiou": 0.00595124477695208, "loss_sem_seg": 0.34431157261133194, "lr": 0.01, "mask_rcnn/accuracy": 0.6218843117604185, "mask_rcnn/false_negative": 0.07613016071121465, "mask_rcnn/false_positive": 0.7222148101436632, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.8019542526453733, "total_loss": 2.233159435356356} {"data_time": 0.016847561113536358, "eta_seconds": 197287.51048085, "iteration": 21119, "loss_fcos_cls": 0.32168595073744655, "loss_fcos_ctr": 0.6277926973998547, "loss_fcos_loc": 0.2495636574458331, "loss_mask": 0.6439234018325806, "loss_maskiou": 0.0056574359368823934, "loss_sem_seg": 0.35316407354548573, "lr": 0.01, "mask_rcnn/accuracy": 0.6098757945801272, "mask_rcnn/false_negative": 0.08633165282277092, "mask_rcnn/false_positive": 0.7643564976741678, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.784032691270113, "total_loss": 2.205844911339227} {"data_time": 0.01585474517196417, "eta_seconds": 197172.81964840647, "iteration": 21139, "loss_fcos_cls": 0.3283953503705561, "loss_fcos_ctr": 0.6265268679708242, "loss_fcos_loc": 0.23749267298262566, "loss_mask": 0.6406958401203156, "loss_maskiou": 0.005280181634589098, "loss_sem_seg": 0.3722512270323932, "lr": 0.01, "mask_rcnn/accuracy": 0.6185346817298348, "mask_rcnn/false_negative": 0.02446490532186553, "mask_rcnn/false_positive": 0.8672253034671525, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.793482874520123, "total_loss": 2.1986813584371703} {"data_time": 0.016821290366351604, "eta_seconds": 197156.9736283673, "iteration": 21159, "loss_fcos_cls": 0.338127612369135, "loss_fcos_ctr": 0.6267557386308908, "loss_fcos_loc": 0.2371299839578569, "loss_mask": 0.6457586772739887, "loss_maskiou": 0.005721361580071971, "loss_sem_seg": 0.36663623759523034, "lr": 0.01, "mask_rcnn/accuracy": 0.629108666174628, "mask_rcnn/false_negative": 0.030043872771210435, "mask_rcnn/false_positive": 0.8337488300178346, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 30.0, "time": 0.7838470879942179, "total_loss": 2.2473637983493973} {"data_time": 0.015943759121000767, "eta_seconds": 197239.94859131705, "iteration": 21179, "loss_fcos_cls": 0.3323238000739366, "loss_fcos_ctr": 0.627608310431242, "loss_fcos_loc": 0.2374672496225685, "loss_mask": 0.6377186849713326, "loss_maskiou": 0.0059272159123793244, "loss_sem_seg": 0.34649450331926346, "lr": 0.01, "mask_rcnn/accuracy": 0.6142250952259258, "mask_rcnn/false_negative": 0.040397596754191384, "mask_rcnn/false_positive": 0.8317089762573424, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.25, "time": 0.810624654404819, "total_loss": 2.2080345505237347} {"data_time": 0.014521857723593712, "eta_seconds": 197340.02785598487, "iteration": 21199, "loss_fcos_cls": 0.33768925489857793, "loss_fcos_ctr": 0.6312072137370706, "loss_fcos_loc": 0.2582923504523933, "loss_mask": 0.6445455271750689, "loss_maskiou": 0.0062086896286928095, "loss_sem_seg": 0.37131369207054377, "lr": 0.01, "mask_rcnn/accuracy": 0.6265980848861283, "mask_rcnn/false_negative": 0.05987572603783235, "mask_rcnn/false_positive": 0.8310075161599033, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.7912721000611782, "total_loss": 2.256689488011034} {"data_time": 0.01567061711102724, "eta_seconds": 197145.69473383762, "iteration": 21219, "loss_fcos_cls": 0.3295110259205103, "loss_fcos_ctr": 0.6311051063239574, "loss_fcos_loc": 0.24494001362472773, "loss_mask": 0.6395994126796722, "loss_maskiou": 0.005660216073010815, "loss_sem_seg": 0.36728285625576973, "lr": 0.01, "mask_rcnn/accuracy": 0.6499556344276841, "mask_rcnn/false_negative": 0.03452587246284621, "mask_rcnn/false_positive": 0.8202733223288208, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.777617709711194, "total_loss": 2.2273375822042} {"data_time": 0.016700935550034046, "eta_seconds": 197093.5895482106, "iteration": 21239, "loss_fcos_cls": 0.34394820779561996, "loss_fcos_ctr": 0.6288906359113753, "loss_fcos_loc": 0.24784895591437817, "loss_mask": 0.640117771923542, "loss_maskiou": 0.005765533343947027, "loss_sem_seg": 0.39510561525821686, "lr": 0.01, "mask_rcnn/accuracy": 0.6138356186614602, "mask_rcnn/false_negative": 0.05615629089401811, "mask_rcnn/false_positive": 0.796445529576087, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.0, "time": 0.7951079849153757, "total_loss": 2.2631825111748185} {"data_time": 0.017287977039813995, "eta_seconds": 197025.04709993303, "iteration": 21259, "loss_fcos_cls": 0.3333104213234037, "loss_fcos_ctr": 0.6320276074111462, "loss_fcos_loc": 0.25737873651087284, "loss_mask": 0.6390083320438862, "loss_maskiou": 0.006126824315288104, "loss_sem_seg": 0.34168495424091816, "lr": 0.01, "mask_rcnn/accuracy": 0.5992367184969226, "mask_rcnn/false_negative": 0.024491157528093232, "mask_rcnn/false_positive": 0.8804826497538778, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.5, "time": 0.779188858345151, "total_loss": 2.2225658847091836} {"data_time": 0.015635207295417786, "eta_seconds": 196949.83102161996, "iteration": 21279, "loss_fcos_cls": 0.3250136971473694, "loss_fcos_ctr": 0.6305125709623098, "loss_fcos_loc": 0.24611580930650234, "loss_mask": 0.6422652751207352, "loss_maskiou": 0.006195746289449744, "loss_sem_seg": 0.3884776192717254, "lr": 0.01, "mask_rcnn/accuracy": 0.6385812000238692, "mask_rcnn/false_negative": 0.019456453340135366, "mask_rcnn/false_positive": 0.8631962601515876, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.5, "time": 0.7764326725155115, "total_loss": 2.2238095783322933} {"data_time": 0.01638280600309372, "eta_seconds": 196933.99401300214, "iteration": 21299, "loss_fcos_cls": 0.3174432669766247, "loss_fcos_ctr": 0.6293300343677402, "loss_fcos_loc": 0.24620423652231693, "loss_mask": 0.6431678682565689, "loss_maskiou": 0.005557000025874004, "loss_sem_seg": 0.373361702542752, "lr": 0.01, "mask_rcnn/accuracy": 0.5990355616223889, "mask_rcnn/false_negative": 0.025416821758297223, "mask_rcnn/false_positive": 0.8675651744197079, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.5, "time": 0.7889068890362978, "total_loss": 2.2121794372287695} {"data_time": 0.016355241648852825, "eta_seconds": 196935.91024165973, "iteration": 21319, "loss_fcos_cls": 0.32431593257933855, "loss_fcos_ctr": 0.6241096956655383, "loss_fcos_loc": 0.23108112160116434, "loss_mask": 0.6376598179340363, "loss_maskiou": 0.005348752296413295, "loss_sem_seg": 0.3765963804908097, "lr": 0.01, "mask_rcnn/accuracy": 0.656416674955087, "mask_rcnn/false_negative": 0.026297585984880103, "mask_rcnn/false_positive": 0.8817027267154981, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7924370830878615, "total_loss": 2.21897140632791} {"data_time": 0.015537775121629238, "eta_seconds": 196903.25790935755, "iteration": 21339, "loss_fcos_cls": 0.34257842181250453, "loss_fcos_ctr": 0.6295430422760546, "loss_fcos_loc": 0.2460493347607553, "loss_mask": 0.6408945471048355, "loss_maskiou": 0.005678668603650294, "loss_sem_seg": 0.38725516339764, "lr": 0.01, "mask_rcnn/accuracy": 0.6216017203983042, "mask_rcnn/false_negative": 0.026511231931343266, "mask_rcnn/false_positive": 0.853223843867319, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7957617426291108, "total_loss": 2.2548780901925056} {"data_time": 0.015038293786346912, "eta_seconds": 196945.83818499744, "iteration": 21359, "loss_fcos_cls": 0.32930678920820355, "loss_fcos_ctr": 0.6315362583845854, "loss_fcos_loc": 0.2498410267289728, "loss_mask": 0.6407558470964432, "loss_maskiou": 0.005841882084496319, "loss_sem_seg": 0.37519865529611707, "lr": 0.01, "mask_rcnn/accuracy": 0.6114513523405651, "mask_rcnn/false_negative": 0.027253537196715614, "mask_rcnn/false_positive": 0.8420151973673266, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7872410714626312, "total_loss": 2.2495489232242107} {"data_time": 0.015833563171327114, "eta_seconds": 196853.05679161288, "iteration": 21379, "loss_fcos_cls": 0.31002743309363723, "loss_fcos_ctr": 0.6283505144529045, "loss_fcos_loc": 0.2379379163030535, "loss_mask": 0.6390279904007912, "loss_maskiou": 0.005868970765732229, "loss_sem_seg": 0.3403309313580394, "lr": 0.01, "mask_rcnn/accuracy": 0.6187651755933372, "mask_rcnn/false_negative": 0.04795518519443457, "mask_rcnn/false_positive": 0.816261695219004, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.75, "time": 0.7931533176451921, "total_loss": 2.1585950634180335} {"data_time": 0.016768417321145535, "eta_seconds": 196855.7466571927, "iteration": 21399, "loss_fcos_cls": 0.32974477345123887, "loss_fcos_ctr": 0.6266217501834035, "loss_fcos_loc": 0.23985749576240778, "loss_mask": 0.638198297470808, "loss_maskiou": 0.005271283040201524, "loss_sem_seg": 0.4076110813766718, "lr": 0.01, "mask_rcnn/accuracy": 0.6189745973061893, "mask_rcnn/false_negative": 0.07675951462585723, "mask_rcnn/false_positive": 0.7077038426376008, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.795770924538374, "total_loss": 2.2352760385765578} {"data_time": 0.01636322680860758, "eta_seconds": 196878.56071139593, "iteration": 21419, "loss_fcos_cls": 0.3325100876390934, "loss_fcos_ctr": 0.6303147366270423, "loss_fcos_loc": 0.24676522170193493, "loss_mask": 0.6430963799357414, "loss_maskiou": 0.00586804591875989, "loss_sem_seg": 0.3529371889308095, "lr": 0.01, "mask_rcnn/accuracy": 0.5854810167310167, "mask_rcnn/false_negative": 0.04772804315704278, "mask_rcnn/false_positive": 0.8604705116917601, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.7805114705115557, "total_loss": 2.2285847837629262} {"data_time": 0.01693292986601591, "eta_seconds": 196833.46336299833, "iteration": 21439, "loss_fcos_cls": 0.326634899713099, "loss_fcos_ctr": 0.6292427014559507, "loss_fcos_loc": 0.24238185374997556, "loss_mask": 0.635722242295742, "loss_maskiou": 0.005896322487387806, "loss_sem_seg": 0.384493644349277, "lr": 0.01, "mask_rcnn/accuracy": 0.6043207253831765, "mask_rcnn/false_negative": 0.06303726725537936, "mask_rcnn/false_positive": 0.7991282635501109, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.790051618590951, "total_loss": 2.237527205623337} {"data_time": 0.01864931918680668, "eta_seconds": 196638.760979712, "iteration": 21459, "loss_fcos_cls": 0.3375291801057756, "loss_fcos_ctr": 0.6290614353492856, "loss_fcos_loc": 0.243719720892841, "loss_mask": 0.6415590383112431, "loss_maskiou": 0.005224775655733538, "loss_sem_seg": 0.3629459156654775, "lr": 0.01, "mask_rcnn/accuracy": 0.5907004676870748, "mask_rcnn/false_negative": 0.048465827611813644, "mask_rcnn/false_positive": 0.8594582055617344, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.7852910039946437, "total_loss": 2.214907640714955} {"data_time": 0.01475964579731226, "eta_seconds": 196622.9375331998, "iteration": 21479, "loss_fcos_cls": 0.34700869186781347, "loss_fcos_ctr": 0.626973089762032, "loss_fcos_loc": 0.2541622747667134, "loss_mask": 0.6436097547411919, "loss_maskiou": 0.005462244971567998, "loss_sem_seg": 0.4155742106959224, "lr": 0.01, "mask_rcnn/accuracy": 0.5867012847008326, "mask_rcnn/false_negative": 0.022884721871610662, "mask_rcnn/false_positive": 0.8800181626217956, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.75, "time": 0.7929387632757425, "total_loss": 2.283659544023976} {"data_time": 0.015763210132718086, "eta_seconds": 196832.82460606005, "iteration": 21499, "loss_fcos_cls": 0.32554517686367035, "loss_fcos_ctr": 0.6249773926101625, "loss_fcos_loc": 0.23335274402052164, "loss_mask": 0.6396803557872772, "loss_maskiou": 0.005012346082367003, "loss_sem_seg": 0.37764069996774197, "lr": 0.01, "mask_rcnn/accuracy": 0.6224929302843304, "mask_rcnn/false_negative": 0.060677307554734994, "mask_rcnn/false_positive": 0.835135645093791, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.8003973830491304, "total_loss": 2.2330384261222207} {"data_time": 0.016422230750322342, "eta_seconds": 196652.53024690412, "iteration": 21519, "loss_fcos_cls": 0.3458892914932221, "loss_fcos_ctr": 0.6305311457253993, "loss_fcos_loc": 0.24657570500858128, "loss_mask": 0.6410699039697647, "loss_maskiou": 0.005812963951029815, "loss_sem_seg": 0.353614435531199, "lr": 0.01, "mask_rcnn/accuracy": 0.6092658276364733, "mask_rcnn/false_negative": 0.04716239690434226, "mask_rcnn/false_positive": 0.8486885593774534, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 31.25, "time": 0.7904941029846668, "total_loss": 2.227891673472186} {"data_time": 0.0159848490729928, "eta_seconds": 196520.1694775587, "iteration": 21539, "loss_fcos_cls": 0.3262857641093433, "loss_fcos_ctr": 0.6297870175912976, "loss_fcos_loc": 0.2515327832661569, "loss_mask": 0.6429862976074219, "loss_maskiou": 0.0054821156518300995, "loss_sem_seg": 0.3519395391922444, "lr": 0.01, "mask_rcnn/accuracy": 0.6287309747131176, "mask_rcnn/false_negative": 0.08795432996224675, "mask_rcnn/false_positive": 0.7070550221568186, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7781203631311655, "total_loss": 2.2262381596483465} {"data_time": 0.018375630490481853, "eta_seconds": 196459.87139561027, "iteration": 21559, "loss_fcos_cls": 0.31994537194259465, "loss_fcos_ctr": 0.627534881234169, "loss_fcos_loc": 0.24205019127111882, "loss_mask": 0.6448254585266113, "loss_maskiou": 0.005512203737453092, "loss_sem_seg": 0.3593386672437191, "lr": 0.01, "mask_rcnn/accuracy": 0.602630890565446, "mask_rcnn/false_negative": 0.08610345769488328, "mask_rcnn/false_positive": 0.7894555561170798, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7821501437574625, "total_loss": 2.1928973613248672} {"data_time": 0.016183936037123203, "eta_seconds": 196444.05598097295, "iteration": 21579, "loss_fcos_cls": 0.33434530277736485, "loss_fcos_ctr": 0.632737890817225, "loss_fcos_loc": 0.25575395370833576, "loss_mask": 0.6427502147853374, "loss_maskiou": 0.006003970745950937, "loss_sem_seg": 0.32781175523996353, "lr": 0.01, "mask_rcnn/accuracy": 0.5926948327172435, "mask_rcnn/false_negative": 0.02095084420833701, "mask_rcnn/false_positive": 0.8762093579382502, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.8035171432420611, "total_loss": 2.2130089813290397} {"data_time": 0.015944664366543293, "eta_seconds": 196452.284578179, "iteration": 21599, "loss_fcos_cls": 0.33116046036593616, "loss_fcos_ctr": 0.6290325503796339, "loss_fcos_loc": 0.2505268114618957, "loss_mask": 0.6423364579677582, "loss_maskiou": 0.005885248006961774, "loss_sem_seg": 0.3524107951670885, "lr": 0.01, "mask_rcnn/accuracy": 0.6150923699544262, "mask_rcnn/false_negative": 0.048192435000489274, "mask_rcnn/false_positive": 0.8111476028198217, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7870630649849772, "total_loss": 2.2218420597200748} {"data_time": 0.01639319397509098, "eta_seconds": 196331.54081011936, "iteration": 21619, "loss_fcos_cls": 0.3315930184908211, "loss_fcos_ctr": 0.6285318331792951, "loss_fcos_loc": 0.24821516266092658, "loss_mask": 0.6440687067806721, "loss_maskiou": 0.005727796837163623, "loss_sem_seg": 0.38162736082449555, "lr": 0.01, "mask_rcnn/accuracy": 0.6104008454647682, "mask_rcnn/false_negative": 0.0756822234830681, "mask_rcnn/false_positive": 0.764077741781996, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 32.0, "time": 0.7665612800046802, "total_loss": 2.2643841258613975} {"data_time": 0.015806149691343307, "eta_seconds": 196198.2566656787, "iteration": 21639, "loss_fcos_cls": 0.34046989120543003, "loss_fcos_ctr": 0.6327292360365391, "loss_fcos_loc": 0.248090835288167, "loss_mask": 0.6446198113262653, "loss_maskiou": 0.006029888012562878, "loss_sem_seg": 0.402276954613626, "lr": 0.01, "mask_rcnn/accuracy": 0.5947442438513867, "mask_rcnn/false_negative": 0.03700759280550979, "mask_rcnn/false_positive": 0.8514339469149076, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.25, "time": 0.7825181167572737, "total_loss": 2.25937973154214} {"data_time": 0.01757772732526064, "eta_seconds": 196159.32219005935, "iteration": 21659, "loss_fcos_cls": 0.3272045599296689, "loss_fcos_ctr": 0.6270307013764977, "loss_fcos_loc": 0.24174185516312718, "loss_mask": 0.6393601559102535, "loss_maskiou": 0.006319245047052391, "loss_sem_seg": 0.3698057499714196, "lr": 0.01, "mask_rcnn/accuracy": 0.6118980952214546, "mask_rcnn/false_negative": 0.05450264257175401, "mask_rcnn/false_positive": 0.7660121401536291, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7967502074316144, "total_loss": 2.238193992219749} {"data_time": 0.015805954113602638, "eta_seconds": 196126.91016237903, "iteration": 21679, "loss_fcos_cls": 0.3315863807220012, "loss_fcos_ctr": 0.6289808191359043, "loss_fcos_loc": 0.2467659836402163, "loss_mask": 0.6404740549623966, "loss_maskiou": 0.0057221488386858255, "loss_sem_seg": 0.3689697708468884, "lr": 0.01, "mask_rcnn/accuracy": 0.61312399041624, "mask_rcnn/false_negative": 0.03003823342865692, "mask_rcnn/false_positive": 0.8711940305461741, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7909420300275087, "total_loss": 2.2116518715338316} {"data_time": 0.01817770767956972, "eta_seconds": 196218.73342449032, "iteration": 21699, "loss_fcos_cls": 0.3573693996295333, "loss_fcos_ctr": 0.6285160509869456, "loss_fcos_loc": 0.24868671828880906, "loss_mask": 0.6476569473743439, "loss_maskiou": 0.0055410743079846725, "loss_sem_seg": 0.40655040834099054, "lr": 0.01, "mask_rcnn/accuracy": 0.609656362545018, "mask_rcnn/false_negative": 0.02781270368374418, "mask_rcnn/false_positive": 0.8223069777305736, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.25, "time": 0.7986475909128785, "total_loss": 2.2690859766007634} {"data_time": 0.016636507585644722, "eta_seconds": 196111.92945454083, "iteration": 21719, "loss_fcos_cls": 0.32902375562116504, "loss_fcos_ctr": 0.6277433317154646, "loss_fcos_loc": 0.24053454119712114, "loss_mask": 0.6415386199951172, "loss_maskiou": 0.006191100175783504, "loss_sem_seg": 0.41485699638724327, "lr": 0.01, "mask_rcnn/accuracy": 0.6298008653949201, "mask_rcnn/false_negative": 0.0354575683038874, "mask_rcnn/false_positive": 0.8471570253186786, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7826828211545944, "total_loss": 2.260963506414555} {"data_time": 0.0188378831371665, "eta_seconds": 195947.068709556, "iteration": 21739, "loss_fcos_cls": 0.3345974418334663, "loss_fcos_ctr": 0.6267471115570515, "loss_fcos_loc": 0.24264985462650657, "loss_mask": 0.6465626806020737, "loss_maskiou": 0.005043259026933811, "loss_sem_seg": 0.3616995895281434, "lr": 0.01, "mask_rcnn/accuracy": 0.5907274273345702, "mask_rcnn/false_negative": 0.06316627924284675, "mask_rcnn/false_positive": 0.834736212028319, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.5, "time": 0.778567973524332, "total_loss": 2.1950269880017004} {"data_time": 0.016664807684719563, "eta_seconds": 195981.4123667786, "iteration": 21759, "loss_fcos_cls": 0.34046934824436903, "loss_fcos_ctr": 0.6294346293434501, "loss_fcos_loc": 0.24780267802998424, "loss_mask": 0.6460544653236866, "loss_maskiou": 0.0060464195848908275, "loss_sem_seg": 0.37057489389553666, "lr": 0.01, "mask_rcnn/accuracy": 0.5989999386412155, "mask_rcnn/false_negative": 0.04321413385655281, "mask_rcnn/false_positive": 0.8129133950661342, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.25, "time": 0.7997388318181038, "total_loss": 2.2483199718844844} {"data_time": 0.016441872343420982, "eta_seconds": 195965.6227581026, "iteration": 21779, "loss_fcos_cls": 0.3152220763731748, "loss_fcos_ctr": 0.6264066621661186, "loss_fcos_loc": 0.2290656219702214, "loss_mask": 0.6408281959593296, "loss_maskiou": 0.00485190337349195, "loss_sem_seg": 0.3915336085483432, "lr": 0.01, "mask_rcnn/accuracy": 0.607497834039276, "mask_rcnn/false_negative": 0.060814992239056814, "mask_rcnn/false_positive": 0.8440425428023316, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7729102093726397, "total_loss": 2.2003704214075697} {"data_time": 0.01710421871393919, "eta_seconds": 195873.43150343746, "iteration": 21799, "loss_fcos_cls": 0.36224984796717763, "loss_fcos_ctr": 0.6267374083399773, "loss_fcos_loc": 0.24163406039588153, "loss_mask": 0.6410613991320133, "loss_maskiou": 0.005769886207417585, "loss_sem_seg": 0.37012999318540096, "lr": 0.01, "mask_rcnn/accuracy": 0.644297219984485, "mask_rcnn/false_negative": 0.02980089763512455, "mask_rcnn/false_positive": 0.8441606498198564, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7827842272818089, "total_loss": 2.2341115018207347} {"data_time": 0.015309592708945274, "eta_seconds": 195883.92642987147, "iteration": 21819, "loss_fcos_cls": 0.3364576247986406, "loss_fcos_ctr": 0.6311522470787168, "loss_fcos_loc": 0.24319206178188324, "loss_mask": 0.6388103328645229, "loss_maskiou": 0.006876764040498529, "loss_sem_seg": 0.368522806558758, "lr": 0.01, "mask_rcnn/accuracy": 0.5998100970298834, "mask_rcnn/false_negative": 0.033818845978673615, "mask_rcnn/false_positive": 0.8582643081852828, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7837790977209806, "total_loss": 2.234578432100534} {"data_time": 0.01843825727701187, "eta_seconds": 195764.05042372085, "iteration": 21839, "loss_fcos_cls": 0.3291928758844733, "loss_fcos_ctr": 0.6273713512346148, "loss_fcos_loc": 0.24108414899092168, "loss_mask": 0.6439324021339417, "loss_maskiou": 0.006043130539183039, "loss_sem_seg": 0.3775571621954441, "lr": 0.01, "mask_rcnn/accuracy": 0.5953387232636, "mask_rcnn/false_negative": 0.05408104896042577, "mask_rcnn/false_positive": 0.8248404999471364, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.0, "time": 0.7826924053952098, "total_loss": 2.230783911079925} {"data_time": 0.01616319827735424, "eta_seconds": 195701.39174240734, "iteration": 21859, "loss_fcos_cls": 0.33880956284701824, "loss_fcos_ctr": 0.6290319245308638, "loss_fcos_loc": 0.24511149106547236, "loss_mask": 0.6441494002938271, "loss_maskiou": 0.005531470873393118, "loss_sem_seg": 0.35322923259809613, "lr": 0.01, "mask_rcnn/accuracy": 0.6053235767991407, "mask_rcnn/false_negative": 0.07351534672503947, "mask_rcnn/false_positive": 0.7601197492836649, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7935501141473651, "total_loss": 2.2166041227901587} {"data_time": 0.01946108601987362, "eta_seconds": 195669.22293411568, "iteration": 21879, "loss_fcos_cls": 0.34191801957786083, "loss_fcos_ctr": 0.6259585041552782, "loss_fcos_loc": 0.24744352838024497, "loss_mask": 0.64071124792099, "loss_maskiou": 0.005880316984985257, "loss_sem_seg": 0.33619689336046576, "lr": 0.01, "mask_rcnn/accuracy": 0.6026140711966606, "mask_rcnn/false_negative": 0.1059725441414241, "mask_rcnn/false_positive": 0.7171807053960052, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.25, "time": 0.7881742184981704, "total_loss": 2.2165630459348904} {"data_time": 0.017295545898377895, "eta_seconds": 195653.4508533217, "iteration": 21899, "loss_fcos_cls": 0.32472530845552683, "loss_fcos_ctr": 0.6309171980246902, "loss_fcos_loc": 0.2483536412473768, "loss_mask": 0.6481033973395824, "loss_maskiou": 0.005482835564180277, "loss_sem_seg": 0.35379032604396343, "lr": 0.01, "mask_rcnn/accuracy": 0.592057682286165, "mask_rcnn/false_negative": 0.029432969377062933, "mask_rcnn/false_positive": 0.8724872669550956, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.5, "time": 0.8004655251279473, "total_loss": 2.2155256429541623} {"data_time": 0.01538750808686018, "eta_seconds": 195637.67877252772, "iteration": 21919, "loss_fcos_cls": 0.3347540642134845, "loss_fcos_ctr": 0.6289435466751456, "loss_fcos_loc": 0.24625535192899406, "loss_mask": 0.6441129371523857, "loss_maskiou": 0.005785696899692994, "loss_sem_seg": 0.37049473263323307, "lr": 0.01, "mask_rcnn/accuracy": 0.5951532409863413, "mask_rcnn/false_negative": 0.02328363629084717, "mask_rcnn/false_positive": 0.8770353406882856, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7870125574991107, "total_loss": 2.245068501739297} {"data_time": 0.015610775910317898, "eta_seconds": 195666.48523891345, "iteration": 21939, "loss_fcos_cls": 0.31835878430865705, "loss_fcos_ctr": 0.6307634469121695, "loss_fcos_loc": 0.24542432994348928, "loss_mask": 0.6387659274041653, "loss_maskiou": 0.005839752047904767, "loss_sem_seg": 0.38902643299661577, "lr": 0.01, "mask_rcnn/accuracy": 0.6303731870106533, "mask_rcnn/false_negative": 0.06869405457882592, "mask_rcnn/false_positive": 0.74746047980168, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7983527760952711, "total_loss": 2.212932790222112} {"data_time": 0.016430048272013664, "eta_seconds": 195676.09922249708, "iteration": 21959, "loss_fcos_cls": 0.33772230078466237, "loss_fcos_ctr": 0.6295987470075488, "loss_fcos_loc": 0.2480289249215275, "loss_mask": 0.6401059664785862, "loss_maskiou": 0.0063703272680868395, "loss_sem_seg": 0.3563532894477248, "lr": 0.01, "mask_rcnn/accuracy": 0.6315592753955515, "mask_rcnn/false_negative": 0.09797945222067159, "mask_rcnn/false_positive": 0.7391882213484695, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7968004671856761, "total_loss": 2.208104293909855} {"data_time": 0.01835010014474392, "eta_seconds": 195590.3625301458, "iteration": 21979, "loss_fcos_cls": 0.32449373323470354, "loss_fcos_ctr": 0.6284907828085124, "loss_fcos_loc": 0.25003467686474323, "loss_mask": 0.6378523446619511, "loss_maskiou": 0.005153059610165656, "loss_sem_seg": 0.37082524225115776, "lr": 0.01, "mask_rcnn/accuracy": 0.6268886956190927, "mask_rcnn/false_negative": 0.042558440986016605, "mask_rcnn/false_positive": 0.8352511832934992, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.7809816803783178, "total_loss": 2.2135425722735818} {"data_time": 0.015702947974205017, "eta_seconds": 195483.28796945326, "iteration": 21999, "loss_fcos_cls": 0.33675217255949974, "loss_fcos_ctr": 0.629197558388114, "loss_fcos_loc": 0.24327644892036915, "loss_mask": 0.6462398245930672, "loss_maskiou": 0.0059196158617851324, "loss_sem_seg": 0.3879105909727514, "lr": 0.01, "mask_rcnn/accuracy": 0.6295510927473574, "mask_rcnn/false_negative": 0.07533397560633043, "mask_rcnn/false_positive": 0.7437434264199592, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7848385376855731, "total_loss": 2.2257997407214134} {"data_time": 0.01618176605552435, "eta_seconds": 195417.02989405487, "iteration": 22019, "loss_fcos_cls": 0.32634196896106005, "loss_fcos_ctr": 0.629503957927227, "loss_fcos_loc": 0.2540736865485087, "loss_mask": 0.6421665884554386, "loss_maskiou": 0.005986985517665744, "loss_sem_seg": 0.3417411157861352, "lr": 0.01, "mask_rcnn/accuracy": 0.651968787515006, "mask_rcnn/false_negative": 0.09940956947838177, "mask_rcnn/false_positive": 0.7166958292041493, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7824712721630931, "total_loss": 2.211572798565612} {"data_time": 0.01643647439777851, "eta_seconds": 195401.2692486914, "iteration": 22039, "loss_fcos_cls": 0.32648737635463476, "loss_fcos_ctr": 0.6251620864495635, "loss_fcos_loc": 0.2377280138898641, "loss_mask": 0.6416899524629116, "loss_maskiou": 0.00618269791448256, "loss_sem_seg": 0.36271585524082184, "lr": 0.01, "mask_rcnn/accuracy": 0.6006862566455153, "mask_rcnn/false_negative": 0.03819690658930094, "mask_rcnn/false_positive": 0.8708346678054162, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.7918842872604728, "total_loss": 2.1926171675440855} {"data_time": 0.016458110883831978, "eta_seconds": 195407.5541031696, "iteration": 22059, "loss_fcos_cls": 0.332656960003078, "loss_fcos_ctr": 0.629951436072588, "loss_fcos_loc": 0.2521702500525862, "loss_mask": 0.6436710134148598, "loss_maskiou": 0.00568425735400524, "loss_sem_seg": 0.3440038952976465, "lr": 0.01, "mask_rcnn/accuracy": 0.6049203365556749, "mask_rcnn/false_negative": 0.059261233789033654, "mask_rcnn/false_positive": 0.7199246130479292, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 34.25, "time": 0.7952720271423459, "total_loss": 2.2318533678844688} {"data_time": 0.014792362228035927, "eta_seconds": 195369.74795796443, "iteration": 22079, "loss_fcos_cls": 0.33131075045093894, "loss_fcos_ctr": 0.6266755629330873, "loss_fcos_loc": 0.245648595970124, "loss_mask": 0.646943025290966, "loss_maskiou": 0.0059418093878775835, "loss_sem_seg": 0.3835819819942117, "lr": 0.01, "mask_rcnn/accuracy": 0.6061235208369062, "mask_rcnn/false_negative": 0.04886557085118517, "mask_rcnn/false_positive": 0.8565036404957331, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7909054160118103, "total_loss": 2.238387915498606} {"data_time": 0.01585986465215683, "eta_seconds": 195353.98731260095, "iteration": 22099, "loss_fcos_cls": 0.33837465662509203, "loss_fcos_ctr": 0.6297929510474205, "loss_fcos_loc": 0.24908531364053488, "loss_mask": 0.6396667510271072, "loss_maskiou": 0.005688938857929315, "loss_sem_seg": 0.3718576938845217, "lr": 0.01, "mask_rcnn/accuracy": 0.6149083204256616, "mask_rcnn/false_negative": 0.07073977586912017, "mask_rcnn/false_positive": 0.824729645607693, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.5, "time": 0.7998767737299204, "total_loss": 2.2427620826711063} {"data_time": 0.0162004716694355, "eta_seconds": 195406.5825521769, "iteration": 22119, "loss_fcos_cls": 0.32903899787925184, "loss_fcos_ctr": 0.6267304951325059, "loss_fcos_loc": 0.24333683564327657, "loss_mask": 0.6407559588551521, "loss_maskiou": 0.00596661155577749, "loss_sem_seg": 0.3675073874182999, "lr": 0.01, "mask_rcnn/accuracy": 0.6363619991185843, "mask_rcnn/false_negative": 0.027329148939321958, "mask_rcnn/false_positive": 0.8556844951707318, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7978633884340525, "total_loss": 2.2147402796545066} {"data_time": 0.0174412215128541, "eta_seconds": 195372.93494541012, "iteration": 22139, "loss_fcos_cls": 0.32843691017478704, "loss_fcos_ctr": 0.623994829133153, "loss_fcos_loc": 0.23443249671254307, "loss_mask": 0.6409043595194817, "loss_maskiou": 0.005733611338655464, "loss_sem_seg": 0.3739021588116884, "lr": 0.01, "mask_rcnn/accuracy": 0.6157144107643058, "mask_rcnn/false_negative": 0.05832263975429331, "mask_rcnn/false_positive": 0.7772276847489643, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7895759325474501, "total_loss": 2.1942867358156946} {"data_time": 0.016217753291130066, "eta_seconds": 195375.05023101438, "iteration": 22159, "loss_fcos_cls": 0.32308831019327044, "loss_fcos_ctr": 0.6277761096134782, "loss_fcos_loc": 0.2462626073975116, "loss_mask": 0.6456051841378212, "loss_maskiou": 0.005531079739739653, "loss_sem_seg": 0.3805495286360383, "lr": 0.01, "mask_rcnn/accuracy": 0.6205965876916805, "mask_rcnn/false_negative": 0.028208438161096215, "mask_rcnn/false_positive": 0.8757276091051273, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.5, "time": 0.7916049407795072, "total_loss": 2.241932376557088} {"data_time": 0.016970938071608543, "eta_seconds": 195321.9948905306, "iteration": 22179, "loss_fcos_cls": 0.33384531969204545, "loss_fcos_ctr": 0.6276696934364736, "loss_fcos_loc": 0.22995495679788291, "loss_mask": 0.6415433846414089, "loss_maskiou": 0.005448851137771271, "loss_sem_seg": 0.36464569298550487, "lr": 0.01, "mask_rcnn/accuracy": 0.588474025974026, "mask_rcnn/false_negative": 0.03525472103777952, "mask_rcnn/false_positive": 0.8301291762018939, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.75, "time": 0.7896137377247214, "total_loss": 2.2171557903056964} {"data_time": 0.014708045870065689, "eta_seconds": 195343.51790985186, "iteration": 22199, "loss_fcos_cls": 0.2990844459272921, "loss_fcos_ctr": 0.629705267958343, "loss_fcos_loc": 0.24307622597552836, "loss_mask": 0.6436145678162575, "loss_maskiou": 0.006047866394510493, "loss_sem_seg": 0.3866080678999424, "lr": 0.01, "mask_rcnn/accuracy": 0.6075386069606414, "mask_rcnn/false_negative": 0.016111939238265392, "mask_rcnn/false_positive": 0.8877666809332838, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.75, "time": 0.8071834491565824, "total_loss": 2.2169625735623413} {"data_time": 0.01609876472502947, "eta_seconds": 195373.98509369232, "iteration": 22219, "loss_fcos_cls": 0.31266107596457005, "loss_fcos_ctr": 0.6276757926680148, "loss_fcos_loc": 0.23716046812478453, "loss_mask": 0.64027164503932, "loss_maskiou": 0.004905600711936131, "loss_sem_seg": 0.32137203123420477, "lr": 0.01, "mask_rcnn/accuracy": 0.6373908632728608, "mask_rcnn/false_negative": 0.04025057614843708, "mask_rcnn/false_positive": 0.7900606046151378, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.25, "time": 0.7874082727357745, "total_loss": 2.139411696814932} {"data_time": 0.017424465157091618, "eta_seconds": 195385.3254798241, "iteration": 22239, "loss_fcos_cls": 0.3196232777554542, "loss_fcos_ctr": 0.6284282030537724, "loss_fcos_loc": 0.23664666735567153, "loss_mask": 0.6403026767075062, "loss_maskiou": 0.005536429540370591, "loss_sem_seg": 0.364068113733083, "lr": 0.01, "mask_rcnn/accuracy": 0.622753505410603, "mask_rcnn/false_negative": 0.042989150527727255, "mask_rcnn/false_positive": 0.8325508545993856, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.796051955781877, "total_loss": 2.198281759265228} {"data_time": 0.01749053504317999, "eta_seconds": 195414.07443964854, "iteration": 22259, "loss_fcos_cls": 0.33353659324347973, "loss_fcos_ctr": 0.6287052456755191, "loss_fcos_loc": 0.24639269174076617, "loss_mask": 0.636203870177269, "loss_maskiou": 0.005112912938784575, "loss_sem_seg": 0.3427006243728101, "lr": 0.01, "mask_rcnn/accuracy": 0.6275148388131739, "mask_rcnn/false_negative": 0.018805937590479483, "mask_rcnn/false_positive": 0.854234802444616, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7988412752747536, "total_loss": 2.18447402214224} {"data_time": 0.015209975652396679, "eta_seconds": 195482.42672576662, "iteration": 22279, "loss_fcos_cls": 0.3203400708734989, "loss_fcos_ctr": 0.626046852208674, "loss_fcos_loc": 0.23878440889529884, "loss_mask": 0.6347462274134159, "loss_maskiou": 0.005712961661629379, "loss_sem_seg": 0.3582656802609563, "lr": 0.01, "mask_rcnn/accuracy": 0.6103849836577449, "mask_rcnn/false_negative": 0.056214511846875787, "mask_rcnn/false_positive": 0.8202044453365, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.75, "time": 0.7929775584489107, "total_loss": 2.204686964760185} {"data_time": 0.015721362084150314, "eta_seconds": 195533.07615418173, "iteration": 22299, "loss_fcos_cls": 0.33067790418863297, "loss_fcos_ctr": 0.6310434117913246, "loss_fcos_loc": 0.2536843317793682, "loss_mask": 0.6457717157900333, "loss_maskiou": 0.005826133907248732, "loss_sem_seg": 0.3520547370426357, "lr": 0.01, "mask_rcnn/accuracy": 0.5981916099773242, "mask_rcnn/false_negative": 0.10482857243793701, "mask_rcnn/false_positive": 0.7358411449587954, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7998976483941078, "total_loss": 2.2189679568546126} {"data_time": 0.015628998167812824, "eta_seconds": 195501.17849774938, "iteration": 22319, "loss_fcos_cls": 0.3344380503986031, "loss_fcos_ctr": 0.6264505288563669, "loss_fcos_loc": 0.23840781557373703, "loss_mask": 0.6408691592514515, "loss_maskiou": 0.005594725162154646, "loss_sem_seg": 0.3780912379734218, "lr": 0.01, "mask_rcnn/accuracy": 0.6399551021865056, "mask_rcnn/false_negative": 0.0440449726020953, "mask_rcnn/false_positive": 0.8232472668704709, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7926520295441151, "total_loss": 2.1906354956590803} {"data_time": 0.014106822200119495, "eta_seconds": 195435.07932444196, "iteration": 22339, "loss_fcos_cls": 0.31707410141825676, "loss_fcos_ctr": 0.6269825473427773, "loss_fcos_loc": 0.23181810299865901, "loss_mask": 0.6332819312810898, "loss_maskiou": 0.0050609467580216005, "loss_sem_seg": 0.336021302966401, "lr": 0.01, "mask_rcnn/accuracy": 0.616372419373939, "mask_rcnn/false_negative": 0.02467824501961549, "mask_rcnn/false_positive": 0.8402313771762309, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.0, "time": 0.7816625144332647, "total_loss": 2.1502150954620447} {"data_time": 0.016698291525244713, "eta_seconds": 195419.29685733374, "iteration": 22359, "loss_fcos_cls": 0.3268705883529037, "loss_fcos_ctr": 0.6281347339972854, "loss_fcos_loc": 0.2375947249820456, "loss_mask": 0.6428169459104538, "loss_maskiou": 0.005779902065114584, "loss_sem_seg": 0.3413011902011931, "lr": 0.01, "mask_rcnn/accuracy": 0.6125909100435949, "mask_rcnn/false_negative": 0.03270919329782536, "mask_rcnn/false_positive": 0.8285341068939921, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.796387504786253, "total_loss": 2.2169869270837808} {"data_time": 0.017384902574121952, "eta_seconds": 195388.38327705767, "iteration": 22379, "loss_fcos_cls": 0.3294346360489726, "loss_fcos_ctr": 0.6270852582529187, "loss_fcos_loc": 0.23865181766450405, "loss_mask": 0.6440702192485332, "loss_maskiou": 0.00586698719416745, "loss_sem_seg": 0.3596893767826259, "lr": 0.01, "mask_rcnn/accuracy": 0.6104777433174646, "mask_rcnn/false_negative": 0.04920033906243045, "mask_rcnn/false_positive": 0.8356002039092397, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7891555372625589, "total_loss": 2.2126840799819547} {"data_time": 0.015226144343614578, "eta_seconds": 195351.51791135408, "iteration": 22399, "loss_fcos_cls": 0.3314889408648014, "loss_fcos_ctr": 0.6275160629302263, "loss_fcos_loc": 0.2389054789673537, "loss_mask": 0.6429747864603996, "loss_maskiou": 0.005462296408950351, "loss_sem_seg": 0.3472989764995873, "lr": 0.01, "mask_rcnn/accuracy": 0.6093275823311228, "mask_rcnn/false_negative": 0.017358615367888356, "mask_rcnn/false_positive": 0.8929645162341361, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7968039996922016, "total_loss": 2.1943441706243902} {"data_time": 0.01740814931690693, "eta_seconds": 195371.94945600908, "iteration": 22419, "loss_fcos_cls": 0.3254727819003165, "loss_fcos_ctr": 0.627291280310601, "loss_fcos_loc": 0.2364671321120113, "loss_mask": 0.6448561884462833, "loss_maskiou": 0.005805775166663807, "loss_sem_seg": 0.3446573338005692, "lr": 0.01, "mask_rcnn/accuracy": 0.6165911677170868, "mask_rcnn/false_negative": 0.0706904887845186, "mask_rcnn/false_positive": 0.750708369933635, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.0, "time": 0.791162833571434, "total_loss": 2.137702145570074} {"data_time": 0.015922841615974903, "eta_seconds": 195356.16698890086, "iteration": 22439, "loss_fcos_cls": 0.32486429275013506, "loss_fcos_ctr": 0.6247987919487059, "loss_fcos_loc": 0.24031338968779892, "loss_mask": 0.6387665122747421, "loss_maskiou": 0.00522767890652176, "loss_sem_seg": 0.36543606827035546, "lr": 0.01, "mask_rcnn/accuracy": 0.6531216311661276, "mask_rcnn/false_negative": 0.0475426003580611, "mask_rcnn/false_positive": 0.8632384481491281, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.784091405570507, "total_loss": 2.1918347363398425} {"data_time": 0.016447638161480427, "eta_seconds": 195325.25829709973, "iteration": 22459, "loss_fcos_cls": 0.31993908481672406, "loss_fcos_ctr": 0.6313368733972311, "loss_fcos_loc": 0.25348912831395864, "loss_mask": 0.6490721739828587, "loss_maskiou": 0.0061881395704403985, "loss_sem_seg": 0.37948359409347177, "lr": 0.01, "mask_rcnn/accuracy": 0.6086185717184601, "mask_rcnn/false_negative": 0.09749289736367336, "mask_rcnn/false_positive": 0.707992830621451, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.5, "time": 0.7827432826161385, "total_loss": 2.261419636262872} {"data_time": 0.016983048990368843, "eta_seconds": 195324.60205468442, "iteration": 22479, "loss_fcos_cls": 0.335337957367301, "loss_fcos_ctr": 0.6271359091624618, "loss_fcos_loc": 0.24765607272274792, "loss_mask": 0.6451540850102901, "loss_maskiou": 0.00540205404831795, "loss_sem_seg": 0.3932841196656227, "lr": 0.01, "mask_rcnn/accuracy": 0.6185610925404644, "mask_rcnn/false_negative": 0.11737407197736124, "mask_rcnn/false_positive": 0.7022483664695178, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.8083566762506962, "total_loss": 2.230296137408004} {"data_time": 0.014180016703903675, "eta_seconds": 195291.5846276842, "iteration": 22499, "loss_fcos_cls": 0.3308753378223628, "loss_fcos_ctr": 0.6281394450925291, "loss_fcos_loc": 0.24358249874785542, "loss_mask": 0.6459166519343853, "loss_maskiou": 0.00572308809205424, "loss_sem_seg": 0.3382831187918782, "lr": 0.01, "mask_rcnn/accuracy": 0.5733085677214529, "mask_rcnn/false_negative": 0.06066614726643739, "mask_rcnn/false_positive": 0.8387207236039018, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7871742062270641, "total_loss": 2.1996751924525597} {"data_time": 0.01574885379523039, "eta_seconds": 195256.8406598512, "iteration": 22519, "loss_fcos_cls": 0.3204508271301165, "loss_fcos_ctr": 0.6253273775801063, "loss_fcos_loc": 0.22858314646873623, "loss_mask": 0.6410000212490559, "loss_maskiou": 0.006155543949716957, "loss_sem_seg": 0.34938551113009453, "lr": 0.01, "mask_rcnn/accuracy": 0.5909787790878547, "mask_rcnn/false_negative": 0.058702231497085866, "mask_rcnn/false_positive": 0.7556013990587738, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7880908967927098, "total_loss": 2.170617236317412} {"data_time": 0.014891707338392735, "eta_seconds": 195300.06963657774, "iteration": 22539, "loss_fcos_cls": 0.32498758751899004, "loss_fcos_ctr": 0.6292869560420513, "loss_fcos_loc": 0.240811409894377, "loss_mask": 0.6441227719187737, "loss_maskiou": 0.006452685411204584, "loss_sem_seg": 0.3819192908704281, "lr": 0.01, "mask_rcnn/accuracy": 0.5993599848366982, "mask_rcnn/false_negative": 0.02835133843243412, "mask_rcnn/false_positive": 0.8577836527659963, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.0, "time": 0.7937485920265317, "total_loss": 2.2087393742986023} {"data_time": 0.016536067239940166, "eta_seconds": 195284.28532554395, "iteration": 22559, "loss_fcos_cls": 0.32763627357780933, "loss_fcos_ctr": 0.6269030906260014, "loss_fcos_loc": 0.2359641627408564, "loss_mask": 0.6414779685437679, "loss_maskiou": 0.005890557185921352, "loss_sem_seg": 0.3601007987745106, "lr": 0.01, "mask_rcnn/accuracy": 0.5936929036817429, "mask_rcnn/false_negative": 0.07549081779078674, "mask_rcnn/false_positive": 0.7982314135958137, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.788287952542305, "total_loss": 2.219096256991179} {"data_time": 0.018051899038255215, "eta_seconds": 195228.46033012494, "iteration": 22579, "loss_fcos_cls": 0.3227475304156542, "loss_fcos_ctr": 0.6252323826774955, "loss_fcos_loc": 0.2290749754756689, "loss_mask": 0.6438716351985931, "loss_maskiou": 0.0054251300025498495, "loss_sem_seg": 0.2968420870602131, "lr": 0.01, "mask_rcnn/accuracy": 0.6084032267310694, "mask_rcnn/false_negative": 0.08040961829102677, "mask_rcnn/false_positive": 0.7784708294598095, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7811053898185492, "total_loss": 2.13443227276548} {"data_time": 0.014450915157794952, "eta_seconds": 195212.67925573513, "iteration": 22599, "loss_fcos_cls": 0.31879779789596796, "loss_fcos_ctr": 0.6292623020708561, "loss_fcos_loc": 0.23690472124144435, "loss_mask": 0.6431657187640667, "loss_maskiou": 0.005708767943360726, "loss_sem_seg": 0.35748754790984094, "lr": 0.01, "mask_rcnn/accuracy": 0.6291006396400924, "mask_rcnn/false_negative": 0.053171949889545586, "mask_rcnn/false_positive": 0.7735892307102008, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7916735094040632, "total_loss": 2.202041728014592} {"data_time": 0.017378044314682484, "eta_seconds": 195266.22091312986, "iteration": 22619, "loss_fcos_cls": 0.3343332854565233, "loss_fcos_ctr": 0.6308247437700629, "loss_fcos_loc": 0.24830633122473955, "loss_mask": 0.6409574374556541, "loss_maskiou": 0.005750592419644818, "loss_sem_seg": 0.37268696818500757, "lr": 0.01, "mask_rcnn/accuracy": 0.6100825272450789, "mask_rcnn/false_negative": 0.03388002947402814, "mask_rcnn/false_positive": 0.8489261598434648, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7900386601686478, "total_loss": 2.221641952812206} {"data_time": 0.018849442712962627, "eta_seconds": 195399.81676596124, "iteration": 22639, "loss_fcos_cls": 0.3141070045530796, "loss_fcos_ctr": 0.6280400669202209, "loss_fcos_loc": 0.24373402702622116, "loss_mask": 0.6433921307325363, "loss_maskiou": 0.005292095229378901, "loss_sem_seg": 0.36913603846915066, "lr": 0.01, "mask_rcnn/accuracy": 0.5968668173265437, "mask_rcnn/false_negative": 0.03264146454741088, "mask_rcnn/false_positive": 0.8736211667488234, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.808938866481185, "total_loss": 2.1985960072161106} {"data_time": 0.01773794461041689, "eta_seconds": 195384.01800894085, "iteration": 22659, "loss_fcos_cls": 0.32257282896898687, "loss_fcos_ctr": 0.6292091282084584, "loss_fcos_loc": 0.24439440807327628, "loss_mask": 0.6431301049888134, "loss_maskiou": 0.005765239795437083, "loss_sem_seg": 0.3934013685211539, "lr": 0.01, "mask_rcnn/accuracy": 0.5923411612031573, "mask_rcnn/false_negative": 0.12360153206179238, "mask_rcnn/false_positive": 0.7622856290412758, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7894261255860329, "total_loss": 2.2521401785998023} {"data_time": 0.01691394206136465, "eta_seconds": 195420.45799089875, "iteration": 22679, "loss_fcos_cls": 0.3246594751253724, "loss_fcos_ctr": 0.6300795022398233, "loss_fcos_loc": 0.24210270261391997, "loss_mask": 0.6503472216427326, "loss_maskiou": 0.0056267976251547225, "loss_sem_seg": 0.37039295583963394, "lr": 0.01, "mask_rcnn/accuracy": 0.5940712275284605, "mask_rcnn/false_negative": 0.05778870058172611, "mask_rcnn/false_positive": 0.7993111133860655, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 40.0, "time": 0.7948823971673846, "total_loss": 2.215861374828819} {"data_time": 0.01720460131764412, "eta_seconds": 195147.48511566967, "iteration": 22699, "loss_fcos_cls": 0.3247664291411638, "loss_fcos_ctr": 0.6260789860971272, "loss_fcos_loc": 0.24448060913709924, "loss_mask": 0.641307707875967, "loss_maskiou": 0.005076436136732809, "loss_sem_seg": 0.3529591360129416, "lr": 0.01, "mask_rcnn/accuracy": 0.6383221746347085, "mask_rcnn/false_negative": 0.027155383201250625, "mask_rcnn/false_positive": 0.8574269855160388, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.7725837770849466, "total_loss": 2.205090074276086} {"data_time": 0.01642886083573103, "eta_seconds": 195169.94973546546, "iteration": 22719, "loss_fcos_cls": 0.32168098725378513, "loss_fcos_ctr": 0.6273280587047338, "loss_fcos_loc": 0.2416390860453248, "loss_mask": 0.6449751146137714, "loss_maskiou": 0.004727003255538875, "loss_sem_seg": 0.38453194312751293, "lr": 0.01, "mask_rcnn/accuracy": 0.5958993479510604, "mask_rcnn/false_negative": 0.07343705584216029, "mask_rcnn/false_positive": 0.7746805406255248, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 35.5, "time": 0.8033976890146732, "total_loss": 2.2372039065958234} {"data_time": 0.015747045166790485, "eta_seconds": 195171.50083960127, "iteration": 22739, "loss_fcos_cls": 0.3321563795907423, "loss_fcos_ctr": 0.6276119342073798, "loss_fcos_loc": 0.2407520110718906, "loss_mask": 0.6420943476259708, "loss_maskiou": 0.005393939842178952, "loss_sem_seg": 0.3984597264789045, "lr": 0.01, "mask_rcnn/accuracy": 0.6347758746355685, "mask_rcnn/false_negative": 0.08176209804522078, "mask_rcnn/false_positive": 0.7797638496281208, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7705050362274051, "total_loss": 2.2304430933800177} {"data_time": 0.016638614237308502, "eta_seconds": 195177.42087690253, "iteration": 22759, "loss_fcos_cls": 0.3197647794149816, "loss_fcos_ctr": 0.6274866471067071, "loss_fcos_loc": 0.23428754834458232, "loss_mask": 0.634485736489296, "loss_maskiou": 0.005213768105022609, "loss_sem_seg": 0.35754352202638984, "lr": 0.01, "mask_rcnn/accuracy": 0.6112422468987595, "mask_rcnn/false_negative": 0.018090025989700526, "mask_rcnn/false_positive": 0.8789845218466645, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.803281731903553, "total_loss": 2.184730846194725} {"data_time": 0.015005643479526043, "eta_seconds": 195364.99182619248, "iteration": 22779, "loss_fcos_cls": 0.3266937620937824, "loss_fcos_ctr": 0.6257513160817325, "loss_fcos_loc": 0.23137316945940256, "loss_mask": 0.6411544233560562, "loss_maskiou": 0.005740338332543615, "loss_sem_seg": 0.34112757444381714, "lr": 0.01, "mask_rcnn/accuracy": 0.5971093379212149, "mask_rcnn/false_negative": 0.047063399617988624, "mask_rcnn/false_positive": 0.7313369563670384, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7973482143133879, "total_loss": 2.2044941465574084} {"data_time": 0.016337492503225803, "eta_seconds": 195298.3468323499, "iteration": 22799, "loss_fcos_cls": 0.33855423354543746, "loss_fcos_ctr": 0.6259043058380485, "loss_fcos_loc": 0.24026818829588592, "loss_mask": 0.639470536261797, "loss_maskiou": 0.005231594694123487, "loss_sem_seg": 0.3622976550832391, "lr": 0.01, "mask_rcnn/accuracy": 0.6125544217687074, "mask_rcnn/false_negative": 0.03221026815594038, "mask_rcnn/false_positive": 0.8217855812663675, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7861332017928362, "total_loss": 2.2096946280398697} {"data_time": 0.016389377415180206, "eta_seconds": 195333.38205326442, "iteration": 22819, "loss_fcos_cls": 0.3222898542881012, "loss_fcos_ctr": 0.6284754076041281, "loss_fcos_loc": 0.24690035707317293, "loss_mask": 0.6426196172833443, "loss_maskiou": 0.006453720692661591, "loss_sem_seg": 0.3850523876026273, "lr": 0.01, "mask_rcnn/accuracy": 0.6345470537115945, "mask_rcnn/false_negative": 0.027758664989631046, "mask_rcnn/false_positive": 0.8268705239576543, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.25, "time": 0.7895681271329522, "total_loss": 2.2464823146583512} {"data_time": 0.016521730460226536, "eta_seconds": 195380.81863846723, "iteration": 22839, "loss_fcos_cls": 0.3290544480551034, "loss_fcos_ctr": 0.6280171955004334, "loss_fcos_loc": 0.23253727122209966, "loss_mask": 0.6370798945426941, "loss_maskiou": 0.005085779455839656, "loss_sem_seg": 0.3622299525886774, "lr": 0.01, "mask_rcnn/accuracy": 0.6154670024789577, "mask_rcnn/false_negative": 0.06913551721379327, "mask_rcnn/false_positive": 0.7746524801139738, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 35.25, "time": 0.7930935639888048, "total_loss": 2.173867983441596} {"data_time": 0.017669891007244587, "eta_seconds": 195323.44167615008, "iteration": 22859, "loss_fcos_cls": 0.3275297237560153, "loss_fcos_ctr": 0.6284523382782936, "loss_fcos_loc": 0.23595201200805604, "loss_mask": 0.6476750411093235, "loss_maskiou": 0.005417676453362219, "loss_sem_seg": 0.35131206177175045, "lr": 0.01, "mask_rcnn/accuracy": 0.5919394177460211, "mask_rcnn/false_negative": 0.08012139262293946, "mask_rcnn/false_positive": 0.8206073336282551, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7871739258989692, "total_loss": 2.192921949659649} {"data_time": 0.018840680830180645, "eta_seconds": 195269.8272489868, "iteration": 22879, "loss_fcos_cls": 0.31873240508139133, "loss_fcos_ctr": 0.6249578734859824, "loss_fcos_loc": 0.22620777576230466, "loss_mask": 0.6340708509087563, "loss_maskiou": 0.004963556646544021, "loss_sem_seg": 0.3709478201344609, "lr": 0.01, "mask_rcnn/accuracy": 0.6396057806346223, "mask_rcnn/false_negative": 0.024894507425536824, "mask_rcnn/false_positive": 0.8553954720259102, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.7821229733526707, "total_loss": 2.1806872716042562} {"data_time": 0.014891501516103745, "eta_seconds": 195249.78443042468, "iteration": 22899, "loss_fcos_cls": 0.3291082247160375, "loss_fcos_ctr": 0.6292389696463943, "loss_fcos_loc": 0.25397280463948846, "loss_mask": 0.6397499553859234, "loss_maskiou": 0.005593078745732782, "loss_sem_seg": 0.3970479224808514, "lr": 0.01, "mask_rcnn/accuracy": 0.6096166980848564, "mask_rcnn/false_negative": 0.05568946221427846, "mask_rcnn/false_positive": 0.841268698257063, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 28.75, "time": 0.7899073977023363, "total_loss": 2.2258065305650234} {"data_time": 0.01721393968909979, "eta_seconds": 195203.54219312966, "iteration": 22919, "loss_fcos_cls": 0.31837120093405247, "loss_fcos_ctr": 0.6298376289196312, "loss_fcos_loc": 0.24096856079995632, "loss_mask": 0.6424450315535069, "loss_maskiou": 0.0054383551932915, "loss_sem_seg": 0.3163084373809397, "lr": 0.01, "mask_rcnn/accuracy": 0.6084270385785894, "mask_rcnn/false_negative": 0.045995834814892736, "mask_rcnn/false_positive": 0.8327168133990139, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7766588171944022, "total_loss": 2.18181973384344} {"data_time": 0.01573743298649788, "eta_seconds": 195218.17795624118, "iteration": 22939, "loss_fcos_cls": 0.33360394230112433, "loss_fcos_ctr": 0.6323705390095711, "loss_fcos_loc": 0.2509193252190016, "loss_mask": 0.6470417864620686, "loss_maskiou": 0.0052547458981280215, "loss_sem_seg": 0.3464037962257862, "lr": 0.01, "mask_rcnn/accuracy": 0.6003837432408861, "mask_rcnn/false_negative": 0.04222957246472018, "mask_rcnn/false_positive": 0.8071560042071271, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.8036809638142586, "total_loss": 2.2250920895603485} {"data_time": 0.01625212375074625, "eta_seconds": 195201.01658724993, "iteration": 22959, "loss_fcos_cls": 0.32965618069283664, "loss_fcos_ctr": 0.6291646417230368, "loss_fcos_loc": 0.24286334263160825, "loss_mask": 0.6425290256738663, "loss_maskiou": 0.005759208099334501, "loss_sem_seg": 0.3816106296144426, "lr": 0.01, "mask_rcnn/accuracy": 0.6211867808402463, "mask_rcnn/false_negative": 0.1424601466838997, "mask_rcnn/false_positive": 0.6553020982070614, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7943690605461597, "total_loss": 2.248047178349225} {"data_time": 0.01601281762123108, "eta_seconds": 195207.32301445026, "iteration": 22979, "loss_fcos_cls": 0.33176918933168054, "loss_fcos_ctr": 0.6276101786643267, "loss_fcos_loc": 0.24439222970977426, "loss_mask": 0.6395300701260567, "loss_maskiou": 0.005431050041806884, "loss_sem_seg": 0.35073972260579467, "lr": 0.01, "mask_rcnn/accuracy": 0.6337039689170015, "mask_rcnn/false_negative": 0.04630512232709811, "mask_rcnn/false_positive": 0.8031402856496507, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.786679295822978, "total_loss": 2.214071666232485} {"data_time": 0.01646236050873995, "eta_seconds": 195212.79519566055, "iteration": 22999, "loss_fcos_cls": 0.3253335258923471, "loss_fcos_ctr": 0.6246215729042888, "loss_fcos_loc": 0.22865657624788582, "loss_mask": 0.6427263170480728, "loss_maskiou": 0.006110995986091439, "loss_sem_seg": 0.3578109019435942, "lr": 0.01, "mask_rcnn/accuracy": 0.6293221789453607, "mask_rcnn/false_negative": 0.0410733017040819, "mask_rcnn/false_positive": 0.8751468164587353, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.75, "time": 0.7919365037232637, "total_loss": 2.206105382741953} {"data_time": 0.01746377907693386, "eta_seconds": 195272.44214190077, "iteration": 23019, "loss_fcos_cls": 0.3519925931468606, "loss_fcos_ctr": 0.6288349395617843, "loss_fcos_loc": 0.24328769138082862, "loss_mask": 0.6414289362728596, "loss_maskiou": 0.006053871853509918, "loss_sem_seg": 0.383408204652369, "lr": 0.01, "mask_rcnn/accuracy": 0.6236006682045255, "mask_rcnn/false_negative": 0.04071184906876499, "mask_rcnn/false_positive": 0.8380213409824111, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.5, "time": 0.7928247423842549, "total_loss": 2.2211513464717427} {"data_time": 0.01609060913324356, "eta_seconds": 195256.6293917587, "iteration": 23039, "loss_fcos_cls": 0.32570304861292243, "loss_fcos_ctr": 0.6301104566082358, "loss_fcos_loc": 0.2410803356906399, "loss_mask": 0.6376645267009735, "loss_maskiou": 0.005154882677743444, "loss_sem_seg": 0.32446897123008966, "lr": 0.01, "mask_rcnn/accuracy": 0.611468253968254, "mask_rcnn/false_negative": 0.04626685858093675, "mask_rcnn/false_positive": 0.7582970698119645, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.7942897900938988, "total_loss": 2.187400923066889} {"data_time": 0.01569812186062336, "eta_seconds": 195267.2024452584, "iteration": 23059, "loss_fcos_cls": 0.330162002122961, "loss_fcos_ctr": 0.6298138005658984, "loss_fcos_loc": 0.23723557847552001, "loss_mask": 0.6419497765600681, "loss_maskiou": 0.005555313400691375, "loss_sem_seg": 0.3542269803583622, "lr": 0.01, "mask_rcnn/accuracy": 0.6099826431783367, "mask_rcnn/false_negative": 0.028060295959144298, "mask_rcnn/false_positive": 0.8484785289890315, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7939263861626387, "total_loss": 2.2029559475995484} {"data_time": 0.01640172302722931, "eta_seconds": 195332.93960273266, "iteration": 23079, "loss_fcos_cls": 0.32168073765933514, "loss_fcos_ctr": 0.6268984992057085, "loss_fcos_loc": 0.23622095747850835, "loss_mask": 0.6343296207487583, "loss_maskiou": 0.005590221757302061, "loss_sem_seg": 0.38034363789483905, "lr": 0.01, "mask_rcnn/accuracy": 0.5981141740070312, "mask_rcnn/false_negative": 0.043012893348738535, "mask_rcnn/false_positive": 0.8149858180991534, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7976586474105716, "total_loss": 2.2046545770663215} {"data_time": 0.017306426540017128, "eta_seconds": 195419.52135261055, "iteration": 23099, "loss_fcos_cls": 0.333550994284451, "loss_fcos_ctr": 0.6280645160004497, "loss_fcos_loc": 0.24496202846057713, "loss_mask": 0.6464998498558998, "loss_maskiou": 0.006467510567745194, "loss_sem_seg": 0.371254809666425, "lr": 0.01, "mask_rcnn/accuracy": 0.5931061822877299, "mask_rcnn/false_negative": 0.04521696574900711, "mask_rcnn/false_positive": 0.8275064891655711, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.8055428080260754, "total_loss": 2.219895760605141} {"data_time": 0.014995569363236427, "eta_seconds": 195231.457560597, "iteration": 23119, "loss_fcos_cls": 0.3282107966952026, "loss_fcos_ctr": 0.631869588047266, "loss_fcos_loc": 0.24721871386282146, "loss_mask": 0.6405674293637276, "loss_maskiou": 0.00567292224150151, "loss_sem_seg": 0.36761010345071554, "lr": 0.01, "mask_rcnn/accuracy": 0.6173356418178227, "mask_rcnn/false_negative": 0.045289188204791345, "mask_rcnn/false_positive": 0.8086082084865199, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.7892665760591626, "total_loss": 2.2272232079776586} {"data_time": 0.01588515844196081, "eta_seconds": 195285.47512471676, "iteration": 23139, "loss_fcos_cls": 0.33257079776376486, "loss_fcos_ctr": 0.6290044356137514, "loss_fcos_loc": 0.25027593364939094, "loss_mask": 0.6411039046943188, "loss_maskiou": 0.005255543233943172, "loss_sem_seg": 0.37295024562627077, "lr": 0.01, "mask_rcnn/accuracy": 0.6140648853931128, "mask_rcnn/false_negative": 0.04370446178578252, "mask_rcnn/false_positive": 0.8165953564836657, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.0, "time": 0.7968089394271374, "total_loss": 2.2451039644365665} {"data_time": 0.01642746478319168, "eta_seconds": 195269.6536320448, "iteration": 23159, "loss_fcos_cls": 0.31895570922642946, "loss_fcos_ctr": 0.6283710738644004, "loss_fcos_loc": 0.23588357353582978, "loss_mask": 0.6388654001057148, "loss_maskiou": 0.005017818155465648, "loss_sem_seg": 0.335157485678792, "lr": 0.01, "mask_rcnn/accuracy": 0.6282207442777776, "mask_rcnn/false_negative": 0.03398336865161036, "mask_rcnn/false_positive": 0.8389983202113498, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 41.75, "time": 0.7933819675818086, "total_loss": 2.1871942635116284} {"data_time": 0.016345555894076824, "eta_seconds": 195145.94014076423, "iteration": 23179, "loss_fcos_cls": 0.33044009003788233, "loss_fcos_ctr": 0.6279239030554891, "loss_fcos_loc": 0.2413498864043504, "loss_mask": 0.6425178423523903, "loss_maskiou": 0.005546535860048607, "loss_sem_seg": 0.3679643841460347, "lr": 0.01, "mask_rcnn/accuracy": 0.6103090857555142, "mask_rcnn/false_negative": 0.06971189673147618, "mask_rcnn/false_positive": 0.8164084358819972, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7777241244912148, "total_loss": 2.2261170284982654} {"data_time": 0.017487854696810246, "eta_seconds": 195076.93795110192, "iteration": 23199, "loss_fcos_cls": 0.33416103199124336, "loss_fcos_ctr": 0.6267507765442133, "loss_fcos_loc": 0.23355583369266242, "loss_mask": 0.6413027569651604, "loss_maskiou": 0.005141374182130676, "loss_sem_seg": 0.32530990056693554, "lr": 0.01, "mask_rcnn/accuracy": 0.6078847244025816, "mask_rcnn/false_negative": 0.06734516338501825, "mask_rcnn/false_positive": 0.8139591177180368, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.25, "time": 0.7915457477793097, "total_loss": 2.178175453613221} {"data_time": 0.017013581469655037, "eta_seconds": 195114.3146404801, "iteration": 23219, "loss_fcos_cls": 0.3194377077743411, "loss_fcos_ctr": 0.6271856604143977, "loss_fcos_loc": 0.24606155138462782, "loss_mask": 0.639514371752739, "loss_maskiou": 0.005311281835020054, "loss_sem_seg": 0.33706446224823594, "lr": 0.01, "mask_rcnn/accuracy": 0.6134222695927687, "mask_rcnn/false_negative": 0.05947525738957157, "mask_rcnn/false_positive": 0.7819299858723979, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7966546136885881, "total_loss": 2.1766519222655916} {"data_time": 0.016277155838906765, "eta_seconds": 195034.7445673952, "iteration": 23239, "loss_fcos_cls": 0.3166880030184984, "loss_fcos_ctr": 0.6254029786214232, "loss_fcos_loc": 0.23510233056731522, "loss_mask": 0.6423112489283085, "loss_maskiou": 0.005546595144551247, "loss_sem_seg": 0.37983895372599363, "lr": 0.01, "mask_rcnn/accuracy": 0.6088826335131754, "mask_rcnn/false_negative": 0.05427874824167263, "mask_rcnn/false_positive": 0.8628771724202786, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.5, "time": 0.7862590663135052, "total_loss": 2.206867658853298} {"data_time": 0.015589160844683647, "eta_seconds": 195018.93698478956, "iteration": 23259, "loss_fcos_cls": 0.34783532400615513, "loss_fcos_ctr": 0.6274146840441972, "loss_fcos_loc": 0.24782860069535673, "loss_mask": 0.6464214399456978, "loss_maskiou": 0.006164560771139804, "loss_sem_seg": 0.35472190752625465, "lr": 0.01, "mask_rcnn/accuracy": 0.6281282661312503, "mask_rcnn/false_negative": 0.10449220574373422, "mask_rcnn/false_positive": 0.7730622531525632, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.0, "time": 0.8032544339075685, "total_loss": 2.233472263265867} {"data_time": 0.01600292231887579, "eta_seconds": 195009.13668780867, "iteration": 23279, "loss_fcos_cls": 0.3156325579620898, "loss_fcos_ctr": 0.6285934345796704, "loss_fcos_loc": 0.2342982417321764, "loss_mask": 0.6437531635165215, "loss_maskiou": 0.005455067461298313, "loss_sem_seg": 0.3527146875858307, "lr": 0.01, "mask_rcnn/accuracy": 0.572154587281341, "mask_rcnn/false_negative": 0.024235485931373753, "mask_rcnn/false_positive": 0.8808381147533882, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.7960136933252215, "total_loss": 2.1840114114966127} {"data_time": 0.01531378272920847, "eta_seconds": 194962.33722249605, "iteration": 23299, "loss_fcos_cls": 0.32222156948409975, "loss_fcos_ctr": 0.6285837711766362, "loss_fcos_loc": 0.2453291213605553, "loss_mask": 0.6453327238559723, "loss_maskiou": 0.006230532846529968, "loss_sem_seg": 0.33890064619481564, "lr": 0.01, "mask_rcnn/accuracy": 0.5996419093729382, "mask_rcnn/false_negative": 0.0706156469765851, "mask_rcnn/false_positive": 0.7606587060669201, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 37.5, "time": 0.7891748752444983, "total_loss": 2.2147066305042244} {"data_time": 0.015788577497005463, "eta_seconds": 194970.4163115006, "iteration": 23319, "loss_fcos_cls": 0.30852522142231464, "loss_fcos_ctr": 0.62915432266891, "loss_fcos_loc": 0.2401089076884091, "loss_mask": 0.643916442990303, "loss_maskiou": 0.004689248758950271, "loss_sem_seg": 0.36967654479667544, "lr": 0.01, "mask_rcnn/accuracy": 0.6321411788399571, "mask_rcnn/false_negative": 0.042416101597517526, "mask_rcnn/false_positive": 0.8268807088386603, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.8055507857352495, "total_loss": 2.166549962526915} {"data_time": 0.014716409146785736, "eta_seconds": 194966.27887227666, "iteration": 23339, "loss_fcos_cls": 0.33779035066254437, "loss_fcos_ctr": 0.6264948910102248, "loss_fcos_loc": 0.23392575758043677, "loss_mask": 0.6380221731960773, "loss_maskiou": 0.005088198697194457, "loss_sem_seg": 0.39059910271316767, "lr": 0.01, "mask_rcnn/accuracy": 0.6002834897890261, "mask_rcnn/false_negative": 0.021766685793976687, "mask_rcnn/false_positive": 0.8820493436195762, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.8018723279237747, "total_loss": 2.2457522516924655} {"data_time": 0.01590175461024046, "eta_seconds": 195003.62538948562, "iteration": 23359, "loss_fcos_cls": 0.3183167246170342, "loss_fcos_ctr": 0.6284893294796348, "loss_fcos_loc": 0.23424977017566562, "loss_mask": 0.6441688314080238, "loss_maskiou": 0.005555910553084686, "loss_sem_seg": 0.32797006517648697, "lr": 0.01, "mask_rcnn/accuracy": 0.5989957385982037, "mask_rcnn/false_negative": 0.042980185043583835, "mask_rcnn/false_positive": 0.8297266266441785, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 39.5, "time": 0.7986259013414383, "total_loss": 2.1680549797747517} {"data_time": 0.01583449076861143, "eta_seconds": 195007.79741848726, "iteration": 23379, "loss_fcos_cls": 0.31856561393942684, "loss_fcos_ctr": 0.6297127548605204, "loss_fcos_loc": 0.24187931895721704, "loss_mask": 0.6431005075573921, "loss_maskiou": 0.004956417637004051, "loss_sem_seg": 0.343036696780473, "lr": 0.01, "mask_rcnn/accuracy": 0.6168288782904465, "mask_rcnn/false_negative": 0.0306590984304706, "mask_rcnn/false_positive": 0.8397781598207864, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7886799722909927, "total_loss": 2.18964119181328} {"data_time": 0.018619447015225887, "eta_seconds": 194971.99988920148, "iteration": 23399, "loss_fcos_cls": 0.3277089400216937, "loss_fcos_ctr": 0.6298399455845356, "loss_fcos_loc": 0.24427531566470861, "loss_mask": 0.6465759538114071, "loss_maskiou": 0.005676346438121982, "loss_sem_seg": 0.365069979801774, "lr": 0.01, "mask_rcnn/accuracy": 0.629613689881547, "mask_rcnn/false_negative": 0.15725969332164025, "mask_rcnn/false_positive": 0.6889652816624623, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.25, "time": 0.7858112584799528, "total_loss": 2.254073922522366} {"data_time": 0.016117895022034645, "eta_seconds": 194956.18713905942, "iteration": 23419, "loss_fcos_cls": 0.34107821667566895, "loss_fcos_ctr": 0.6282710330560803, "loss_fcos_loc": 0.25018775719217956, "loss_mask": 0.6418265886604786, "loss_maskiou": 0.005724381859181449, "loss_sem_seg": 0.36106695234775543, "lr": 0.01, "mask_rcnn/accuracy": 0.5959667132982225, "mask_rcnn/false_negative": 0.01961266610402837, "mask_rcnn/false_positive": 0.8766045684902563, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.7925325660035014, "total_loss": 2.229732487416186} {"data_time": 0.01608171034604311, "eta_seconds": 194960.35430599842, "iteration": 23439, "loss_fcos_cls": 0.3148825941607356, "loss_fcos_ctr": 0.6262619271874428, "loss_fcos_loc": 0.23752981913276017, "loss_mask": 0.6451173946261406, "loss_maskiou": 0.006101964361732826, "loss_sem_seg": 0.3853303901851177, "lr": 0.01, "mask_rcnn/accuracy": 0.6012550109329446, "mask_rcnn/false_negative": 0.06674919003164836, "mask_rcnn/false_positive": 0.824403937710103, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.0, "time": 0.7979367831721902, "total_loss": 2.2302755671371415} {"data_time": 0.014340296387672424, "eta_seconds": 195032.3312419653, "iteration": 23459, "loss_fcos_cls": 0.32231124863028526, "loss_fcos_ctr": 0.631544609554112, "loss_fcos_loc": 0.24684600182808936, "loss_mask": 0.6489106304943562, "loss_maskiou": 0.005748512732679956, "loss_sem_seg": 0.3433654622640461, "lr": 0.01, "mask_rcnn/accuracy": 0.6174059901738473, "mask_rcnn/false_negative": 0.04710638932976932, "mask_rcnn/false_positive": 0.8344432939033186, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.5, "time": 0.7895903810858727, "total_loss": 2.2202877595991595} {"data_time": 0.016160533763468266, "eta_seconds": 194882.46214563493, "iteration": 23479, "loss_fcos_cls": 0.3185215073172003, "loss_fcos_ctr": 0.6287586102262139, "loss_fcos_loc": 0.24121203320100904, "loss_mask": 0.6380045525729656, "loss_maskiou": 0.004945057531585917, "loss_sem_seg": 0.38170413486659527, "lr": 0.01, "mask_rcnn/accuracy": 0.6478535513584316, "mask_rcnn/false_negative": 0.024775894740375726, "mask_rcnn/false_positive": 0.8465057101790312, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 25.75, "time": 0.7873186403885484, "total_loss": 2.2170929841013276} {"data_time": 0.015454771928489208, "eta_seconds": 194892.93613849115, "iteration": 23499, "loss_fcos_cls": 0.35447374382056296, "loss_fcos_ctr": 0.6277862824499607, "loss_fcos_loc": 0.24211671017110348, "loss_mask": 0.6332247704267502, "loss_maskiou": 0.005600770280580036, "loss_sem_seg": 0.3475367287173867, "lr": 0.01, "mask_rcnn/accuracy": 0.6119526588276589, "mask_rcnn/false_negative": 0.07740292823567516, "mask_rcnn/false_positive": 0.768441829580776, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7915041223168373, "total_loss": 2.2218407418840798} {"data_time": 0.014949515461921692, "eta_seconds": 194984.8667639494, "iteration": 23519, "loss_fcos_cls": 0.3252072820905596, "loss_fcos_ctr": 0.6281717475503683, "loss_fcos_loc": 0.250569180585444, "loss_mask": 0.6429981365799904, "loss_maskiou": 0.005382631912652869, "loss_sem_seg": 0.34705009404569864, "lr": 0.01, "mask_rcnn/accuracy": 0.6215827170949352, "mask_rcnn/false_negative": 0.12553028585507553, "mask_rcnn/false_positive": 0.7512459460376688, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.75, "time": 0.7959287045523524, "total_loss": 2.222218606606475} {"data_time": 0.016873463988304138, "eta_seconds": 194812.22831665073, "iteration": 23539, "loss_fcos_cls": 0.31704174634069204, "loss_fcos_ctr": 0.629181363619864, "loss_fcos_loc": 0.2396954174619168, "loss_mask": 0.6405480466783047, "loss_maskiou": 0.0049200299035874195, "loss_sem_seg": 0.3679710137657821, "lr": 0.01, "mask_rcnn/accuracy": 0.610814692009527, "mask_rcnn/false_negative": 0.031536931708374474, "mask_rcnn/false_positive": 0.8518737364847204, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 41.25, "time": 0.7766586374491453, "total_loss": 2.215471866693406} {"data_time": 0.01690486166626215, "eta_seconds": 194804.20863622986, "iteration": 23559, "loss_fcos_cls": 0.3161388144362718, "loss_fcos_ctr": 0.6267678933218122, "loss_fcos_loc": 0.23918903397861868, "loss_mask": 0.6413792595267296, "loss_maskiou": 0.005322388999047689, "loss_sem_seg": 0.38328291941434145, "lr": 0.01, "mask_rcnn/accuracy": 0.6560014013829216, "mask_rcnn/false_negative": 0.06384494805700482, "mask_rcnn/false_positive": 0.7554854201442964, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7944280384108424, "total_loss": 2.2382606477476656} {"data_time": 0.016012472100555897, "eta_seconds": 194867.69335647486, "iteration": 23579, "loss_fcos_cls": 0.32606217719148844, "loss_fcos_ctr": 0.627577823586762, "loss_fcos_loc": 0.24177467811387032, "loss_mask": 0.6425353027880192, "loss_maskiou": 0.005094176245620474, "loss_sem_seg": 0.36630505975335836, "lr": 0.01, "mask_rcnn/accuracy": 0.6020111169467787, "mask_rcnn/false_negative": 0.04361797656852772, "mask_rcnn/false_positive": 0.835908139089002, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7915703523904085, "total_loss": 2.2096409087389475} {"data_time": 0.015505839139223099, "eta_seconds": 194851.87752151303, "iteration": 23599, "loss_fcos_cls": 0.3372441902756691, "loss_fcos_ctr": 0.6249396516941488, "loss_fcos_loc": 0.23553680418990552, "loss_mask": 0.6439006999135017, "loss_maskiou": 0.005524411353690084, "loss_sem_seg": 0.3848941754549742, "lr": 0.01, "mask_rcnn/accuracy": 0.6312037171119977, "mask_rcnn/false_negative": 0.021922580215269556, "mask_rcnn/false_positive": 0.8751850078046599, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7917203195393085, "total_loss": 2.2458851724950364} {"data_time": 0.01579572632908821, "eta_seconds": 194988.4108600393, "iteration": 23619, "loss_fcos_cls": 0.3240520963445306, "loss_fcos_ctr": 0.6251881374046206, "loss_fcos_loc": 0.23473075544461608, "loss_mask": 0.6413331963121891, "loss_maskiou": 0.005382657822337933, "loss_sem_seg": 0.35324083315208554, "lr": 0.01, "mask_rcnn/accuracy": 0.5973798894557824, "mask_rcnn/false_negative": 0.025511952442542098, "mask_rcnn/false_positive": 0.8722432401765418, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 30.5, "time": 0.8163314359262586, "total_loss": 2.1873758954607183} {"data_time": 0.01678674202412367, "eta_seconds": 194820.24585158937, "iteration": 23639, "loss_fcos_cls": 0.33527100225910544, "loss_fcos_ctr": 0.6263551749289036, "loss_fcos_loc": 0.24189099250361323, "loss_mask": 0.6460558325052261, "loss_maskiou": 0.005274723953334615, "loss_sem_seg": 0.40517883701249957, "lr": 0.01, "mask_rcnn/accuracy": 0.6082448409457338, "mask_rcnn/false_negative": 0.035428441832828145, "mask_rcnn/false_positive": 0.8377197249682313, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.0, "time": 0.7913404488936067, "total_loss": 2.243674040713813} {"data_time": 0.016025567427277565, "eta_seconds": 194763.10337519366, "iteration": 23659, "loss_fcos_cls": 0.3192725842818618, "loss_fcos_ctr": 0.6250200206413865, "loss_fcos_loc": 0.2369715478271246, "loss_mask": 0.6422027312219143, "loss_maskiou": 0.0057382517188671045, "loss_sem_seg": 0.3573745535686612, "lr": 0.01, "mask_rcnn/accuracy": 0.6032819080012958, "mask_rcnn/false_negative": 0.030576210656610744, "mask_rcnn/false_positive": 0.8534895430502422, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 33.75, "time": 0.7874735910445452, "total_loss": 2.2327559768236824} {"data_time": 0.016762038692831993, "eta_seconds": 194692.9752962971, "iteration": 23679, "loss_fcos_cls": 0.32849910762161016, "loss_fcos_ctr": 0.6285625980235636, "loss_fcos_loc": 0.2512417852412909, "loss_mask": 0.6420405991375446, "loss_maskiou": 0.005290906934533268, "loss_sem_seg": 0.34537517093122005, "lr": 0.01, "mask_rcnn/accuracy": 0.6050298947704082, "mask_rcnn/false_negative": 0.04830991105344436, "mask_rcnn/false_positive": 0.8316934689781557, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 35.25, "time": 0.7745000449940562, "total_loss": 2.207220440854144} {"data_time": 0.015556729398667812, "eta_seconds": 194731.47841574717, "iteration": 23699, "loss_fcos_cls": 0.336534631671384, "loss_fcos_ctr": 0.6288955360651016, "loss_fcos_loc": 0.24348629254382104, "loss_mask": 0.635725624859333, "loss_maskiou": 0.0057160194410244, "loss_sem_seg": 0.36870397394523025, "lr": 0.01, "mask_rcnn/accuracy": 0.5933591178406847, "mask_rcnn/false_negative": 0.03972945795475072, "mask_rcnn/false_positive": 0.834760889480791, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.0, "time": 0.7840923918411136, "total_loss": 2.24106388821383} {"data_time": 0.015868868678808212, "eta_seconds": 194672.9463220304, "iteration": 23719, "loss_fcos_cls": 0.31653791293501854, "loss_fcos_ctr": 0.6268921792507172, "loss_fcos_loc": 0.2427169792354107, "loss_mask": 0.6398676000535488, "loss_maskiou": 0.005295572953400551, "loss_sem_seg": 0.3556225879583508, "lr": 0.01, "mask_rcnn/accuracy": 0.6456861590790162, "mask_rcnn/false_negative": 0.07550194854735919, "mask_rcnn/false_positive": 0.6878557445715192, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7855726527050138, "total_loss": 2.187137088862073} {"data_time": 0.016311366111040115, "eta_seconds": 194654.14064491633, "iteration": 23739, "loss_fcos_cls": 0.3146742647513747, "loss_fcos_ctr": 0.6271605249494314, "loss_fcos_loc": 0.23124107881449163, "loss_mask": 0.6435144022107124, "loss_maskiou": 0.004433535679709166, "loss_sem_seg": 0.34101166669279337, "lr": 0.01, "mask_rcnn/accuracy": 0.6091172511494716, "mask_rcnn/false_negative": 0.08777097218414653, "mask_rcnn/false_positive": 0.7235484348653025, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.25, "time": 0.7835264289751649, "total_loss": 2.177364467053849} {"data_time": 0.015087926760315895, "eta_seconds": 194609.31798850093, "iteration": 23759, "loss_fcos_cls": 0.3407378918491304, "loss_fcos_ctr": 0.6317577129229903, "loss_fcos_loc": 0.253642515395768, "loss_mask": 0.6492849737405777, "loss_maskiou": 0.005946156190475449, "loss_sem_seg": 0.3429548912681639, "lr": 0.01, "mask_rcnn/accuracy": 0.6010668089351126, "mask_rcnn/false_negative": 0.13904207978722086, "mask_rcnn/false_positive": 0.7323669553704625, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7909411126747727, "total_loss": 2.2067698078753892} {"data_time": 0.01723521389067173, "eta_seconds": 194593.51157787163, "iteration": 23779, "loss_fcos_cls": 0.3342714086174965, "loss_fcos_ctr": 0.6306200735270977, "loss_fcos_loc": 0.2464867033995688, "loss_mask": 0.6361861750483513, "loss_maskiou": 0.005629769730148837, "loss_sem_seg": 0.358162147924304, "lr": 0.01, "mask_rcnn/accuracy": 0.6198120008873115, "mask_rcnn/false_negative": 0.042325068505699934, "mask_rcnn/false_positive": 0.8330894151303816, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.75, "time": 0.8012599665671587, "total_loss": 2.2296959171399067} {"data_time": 0.0178303187713027, "eta_seconds": 194577.70516724233, "iteration": 23799, "loss_fcos_cls": 0.3427481318358332, "loss_fcos_ctr": 0.6277221962809563, "loss_fcos_loc": 0.24791585723869503, "loss_mask": 0.6418383754789829, "loss_maskiou": 0.005590430380834732, "loss_sem_seg": 0.360083214007318, "lr": 0.01, "mask_rcnn/accuracy": 0.5944627851140456, "mask_rcnn/false_negative": 0.14014351078072285, "mask_rcnn/false_positive": 0.7003955778860294, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.75, "time": 0.7794654723256826, "total_loss": 2.2327666112032603} {"data_time": 0.01887753140181303, "eta_seconds": 194563.6102864463, "iteration": 23819, "loss_fcos_cls": 0.3308015884831548, "loss_fcos_ctr": 0.6293862853199244, "loss_fcos_loc": 0.24472217611037195, "loss_mask": 0.6381133012473583, "loss_maskiou": 0.005906219121243339, "loss_sem_seg": 0.36188899585977197, "lr": 0.01, "mask_rcnn/accuracy": 0.6139072186334211, "mask_rcnn/false_negative": 0.022590464537847174, "mask_rcnn/false_positive": 0.8717684247385942, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.25, "time": 0.7880737762898207, "total_loss": 2.2160928655357566} {"data_time": 0.01571275107562542, "eta_seconds": 194519.5097358683, "iteration": 23839, "loss_fcos_cls": 0.32873747358098626, "loss_fcos_ctr": 0.6271023517474532, "loss_fcos_loc": 0.24556774273514748, "loss_mask": 0.6401578634977341, "loss_maskiou": 0.005958158420980908, "loss_sem_seg": 0.3708765171468258, "lr": 0.01, "mask_rcnn/accuracy": 0.6079305059052446, "mask_rcnn/false_negative": 0.07115200150869314, "mask_rcnn/false_positive": 0.8214383823618422, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.5, "time": 0.8001548442989588, "total_loss": 2.18233864413196} {"data_time": 0.015868467278778553, "eta_seconds": 194556.442527093, "iteration": 23859, "loss_fcos_cls": 0.3251510853879154, "loss_fcos_ctr": 0.6300695799291134, "loss_fcos_loc": 0.24238186376169324, "loss_mask": 0.6383266858756542, "loss_maskiou": 0.00541238124424126, "loss_sem_seg": 0.38454113621264696, "lr": 0.01, "mask_rcnn/accuracy": 0.5986274921223901, "mask_rcnn/false_negative": 0.08100141760476463, "mask_rcnn/false_positive": 0.7904539923010059, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7858851766213775, "total_loss": 2.2112238411427825} {"data_time": 0.019598715007305145, "eta_seconds": 194589.16609823797, "iteration": 23879, "loss_fcos_cls": 0.32113342289812863, "loss_fcos_ctr": 0.6263657957315445, "loss_fcos_loc": 0.24523624521680176, "loss_mask": 0.6384943500161171, "loss_maskiou": 0.005053800712630618, "loss_sem_seg": 0.36588161438703537, "lr": 0.01, "mask_rcnn/accuracy": 0.6173692645307784, "mask_rcnn/false_negative": 0.05014090503608791, "mask_rcnn/false_positive": 0.788391995964137, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.80187145806849, "total_loss": 2.211936645966489} {"data_time": 0.01638159155845642, "eta_seconds": 194621.27967499476, "iteration": 23899, "loss_fcos_cls": 0.3363489042967558, "loss_fcos_ctr": 0.6296747531741858, "loss_fcos_loc": 0.24805037141777575, "loss_mask": 0.6411780044436455, "loss_maskiou": 0.005511665009180433, "loss_sem_seg": 0.33093087980523705, "lr": 0.01, "mask_rcnn/accuracy": 0.6306755314393009, "mask_rcnn/false_negative": 0.13134218953299023, "mask_rcnn/false_positive": 0.7553836408928489, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.8007149863988161, "total_loss": 2.196338764508255} {"data_time": 0.016901723109185696, "eta_seconds": 194818.03719248716, "iteration": 23919, "loss_fcos_cls": 0.32667041185777634, "loss_fcos_ctr": 0.6274263188242912, "loss_fcos_loc": 0.24512913823127747, "loss_mask": 0.6399761997163296, "loss_maskiou": 0.0061300466186366975, "loss_sem_seg": 0.3292121449485421, "lr": 0.01, "mask_rcnn/accuracy": 0.6043116800291546, "mask_rcnn/false_negative": 0.02817878444134876, "mask_rcnn/false_positive": 0.8712046610411669, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.5, "time": 0.7899312628433108, "total_loss": 2.1728674904588843} {"data_time": 0.015021664090454578, "eta_seconds": 194499.0472060172, "iteration": 23939, "loss_fcos_cls": 0.33194841584190726, "loss_fcos_ctr": 0.6305872052907944, "loss_fcos_loc": 0.2493655513972044, "loss_mask": 0.6411247216165066, "loss_maskiou": 0.005461058259243146, "loss_sem_seg": 0.33295737532898784, "lr": 0.01, "mask_rcnn/accuracy": 0.6388680946516537, "mask_rcnn/false_negative": 0.09419593646825242, "mask_rcnn/false_positive": 0.7357143695325601, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.0, "time": 0.7761418130248785, "total_loss": 2.2082133604271803} {"data_time": 0.016156370751559734, "eta_seconds": 194483.23819547053, "iteration": 23959, "loss_fcos_cls": 0.3068799236789346, "loss_fcos_ctr": 0.6290676211938262, "loss_fcos_loc": 0.2430186728015542, "loss_mask": 0.6367017850279808, "loss_maskiou": 0.005182573011552449, "loss_sem_seg": 0.37200068426318467, "lr": 0.01, "mask_rcnn/accuracy": 0.6233302708056403, "mask_rcnn/false_negative": 0.0795879895583187, "mask_rcnn/false_positive": 0.736635514288337, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.25, "time": 0.7948227189481258, "total_loss": 2.193545627364074} {"data_time": 0.017565385438501835, "eta_seconds": 194510.10369962174, "iteration": 23979, "loss_fcos_cls": 0.3215006962418556, "loss_fcos_ctr": 0.6294176657684147, "loss_fcos_loc": 0.24324418185278773, "loss_mask": 0.6444048397243023, "loss_maskiou": 0.005420446104835719, "loss_sem_seg": 0.3228223235346377, "lr": 0.01, "mask_rcnn/accuracy": 0.5934450460406766, "mask_rcnn/false_negative": 0.12159343559931146, "mask_rcnn/false_positive": 0.7033925610311598, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.8044605553150177, "total_loss": 2.1774880634948204} {"data_time": 0.015753569081425667, "eta_seconds": 194631.29379975423, "iteration": 23999, "loss_fcos_cls": 0.34238128876313567, "loss_fcos_ctr": 0.6252287272363901, "loss_fcos_loc": 0.23381417815107852, "loss_mask": 0.639405582100153, "loss_maskiou": 0.0053769954247400165, "loss_sem_seg": 0.33773118909448385, "lr": 0.01, "mask_rcnn/accuracy": 0.6386707361516035, "mask_rcnn/false_negative": 0.026646365955714665, "mask_rcnn/false_positive": 0.7458987451482665, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.8005140582099557, "total_loss": 2.1866795757523505} {"data_time": 0.017354714684188366, "eta_seconds": 194793.47106300946, "iteration": 24019, "loss_fcos_cls": 0.338846777100116, "loss_fcos_ctr": 0.6271499581634998, "loss_fcos_loc": 0.23762021050788462, "loss_mask": 0.6384573541581631, "loss_maskiou": 0.005690014571882784, "loss_sem_seg": 0.34007056802511215, "lr": 0.01, "mask_rcnn/accuracy": 0.6200718713411291, "mask_rcnn/false_negative": 0.090845317121318, "mask_rcnn/false_positive": 0.8203185788135113, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.75, "time": 0.8086013216525316, "total_loss": 2.180672215192317} {"data_time": 0.016085942275822163, "eta_seconds": 194424.7830530461, "iteration": 24039, "loss_fcos_cls": 0.3382926182821393, "loss_fcos_ctr": 0.628189760260284, "loss_fcos_loc": 0.24360036756843328, "loss_mask": 0.6444989144802094, "loss_maskiou": 0.006015466999087948, "loss_sem_seg": 0.3615023073507473, "lr": 0.01, "mask_rcnn/accuracy": 0.5944274535798338, "mask_rcnn/false_negative": 0.03071365519096917, "mask_rcnn/false_positive": 0.8672328256269011, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7702353000640869, "total_loss": 2.2192704932385823} {"data_time": 0.016712717711925507, "eta_seconds": 194654.5475262599, "iteration": 24059, "loss_fcos_cls": 0.32489435002207756, "loss_fcos_ctr": 0.629988506436348, "loss_fcos_loc": 0.2532766149379313, "loss_mask": 0.6365787535905838, "loss_maskiou": 0.005357167661713902, "loss_sem_seg": 0.3989498484879732, "lr": 0.01, "mask_rcnn/accuracy": 0.6418742821804047, "mask_rcnn/false_negative": 0.02307814525443844, "mask_rcnn/false_positive": 0.858409420012874, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.8067077593877912, "total_loss": 2.2409517634587246} {"data_time": 0.014466545544564724, "eta_seconds": 194795.33146139886, "iteration": 24079, "loss_fcos_cls": 0.331587266176939, "loss_fcos_ctr": 0.6294232346117496, "loss_fcos_loc": 0.24978357669897377, "loss_mask": 0.6390989385545254, "loss_maskiou": 0.005958410052699037, "loss_sem_seg": 0.3795499848201871, "lr": 0.01, "mask_rcnn/accuracy": 0.6143666070324234, "mask_rcnn/false_negative": 0.060325152549938296, "mask_rcnn/false_positive": 0.8067448642754871, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.0, "time": 0.8010260947048664, "total_loss": 2.241821466377587} {"data_time": 0.016448048874735832, "eta_seconds": 194428.21134787984, "iteration": 24099, "loss_fcos_cls": 0.3143737220671028, "loss_fcos_ctr": 0.6251275753602386, "loss_fcos_loc": 0.23255133989732713, "loss_mask": 0.6436788775026798, "loss_maskiou": 0.0058287419233238325, "loss_sem_seg": 0.38143323827534914, "lr": 0.01, "mask_rcnn/accuracy": 0.5999748254564984, "mask_rcnn/false_negative": 0.077947957187059, "mask_rcnn/false_positive": 0.792899988357755, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.0, "time": 0.7815615180879831, "total_loss": 2.1894304944507894} {"data_time": 0.018667795695364475, "eta_seconds": 194671.6280884361, "iteration": 24119, "loss_fcos_cls": 0.32682149577885866, "loss_fcos_ctr": 0.6265150089748204, "loss_fcos_loc": 0.23358172073494643, "loss_mask": 0.6494176387786865, "loss_maskiou": 0.005557671640417539, "loss_sem_seg": 0.3533173908945173, "lr": 0.01, "mask_rcnn/accuracy": 0.5840559988530296, "mask_rcnn/false_negative": 0.10113884229872952, "mask_rcnn/false_positive": 0.7655262629395589, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7974845599383116, "total_loss": 2.191732154969941} {"data_time": 0.016149772331118584, "eta_seconds": 194695.028487348, "iteration": 24139, "loss_fcos_cls": 0.33132651331834495, "loss_fcos_ctr": 0.6317350794561207, "loss_fcos_loc": 0.2560632105451077, "loss_mask": 0.6464759893715382, "loss_maskiou": 0.00542155496077612, "loss_sem_seg": 0.39976724330335855, "lr": 0.01, "mask_rcnn/accuracy": 0.5969801323418613, "mask_rcnn/false_negative": 0.06644974233646929, "mask_rcnn/false_positive": 0.7618263379468768, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.25, "time": 0.8034338168799877, "total_loss": 2.2502098594995914} {"data_time": 0.01531776413321495, "eta_seconds": 194540.05631583743, "iteration": 24159, "loss_fcos_cls": 0.3171155552845448, "loss_fcos_ctr": 0.6290362160652876, "loss_fcos_loc": 0.2397553352639079, "loss_mask": 0.6359258778393269, "loss_maskiou": 0.0057102198916254565, "loss_sem_seg": 0.3636512611992657, "lr": 0.01, "mask_rcnn/accuracy": 0.6118658252774793, "mask_rcnn/false_negative": 0.05419685993543975, "mask_rcnn/false_positive": 0.8143605916793103, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.0, "time": 0.7857096632942557, "total_loss": 2.194390321008541} {"data_time": 0.016321908682584763, "eta_seconds": 194738.1072816467, "iteration": 24179, "loss_fcos_cls": 0.3156789094209671, "loss_fcos_ctr": 0.6262375181540847, "loss_fcos_loc": 0.23074548016302288, "loss_mask": 0.6441852301359177, "loss_maskiou": 0.005214863616856746, "loss_sem_seg": 0.3882803479209542, "lr": 0.01, "mask_rcnn/accuracy": 0.6253707947101135, "mask_rcnn/false_negative": 0.08415784736262269, "mask_rcnn/false_positive": 0.7324058504233593, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.801031207665801, "total_loss": 2.2266580883442657} {"data_time": 0.015163009986281395, "eta_seconds": 194722.2633865131, "iteration": 24199, "loss_fcos_cls": 0.30786696425639093, "loss_fcos_ctr": 0.6270551159977913, "loss_fcos_loc": 0.23814870370551944, "loss_mask": 0.648870799690485, "loss_maskiou": 0.00551390097825788, "loss_sem_seg": 0.3635024707764387, "lr": 0.01, "mask_rcnn/accuracy": 0.5836611268685106, "mask_rcnn/false_negative": 0.024947580151602686, "mask_rcnn/false_positive": 0.866964147270322, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7891165912151337, "total_loss": 2.1843504906719318} {"data_time": 0.016689845360815525, "eta_seconds": 194596.3414978478, "iteration": 24219, "loss_fcos_cls": 0.31495401123538613, "loss_fcos_ctr": 0.6284699281677604, "loss_fcos_loc": 0.24322007410228252, "loss_mask": 0.6377632431685925, "loss_maskiou": 0.005409078381489962, "loss_sem_seg": 0.39275158662348986, "lr": 0.01, "mask_rcnn/accuracy": 0.5784983200597312, "mask_rcnn/false_negative": 0.030321869366265436, "mask_rcnn/false_positive": 0.8524890203107895, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.5, "time": 0.77687225677073, "total_loss": 2.2041642597796454} {"data_time": 0.01667144149541855, "eta_seconds": 194642.44658571202, "iteration": 24239, "loss_fcos_cls": 0.3213551202788949, "loss_fcos_ctr": 0.6287850998342037, "loss_fcos_loc": 0.2509766377042979, "loss_mask": 0.639567106962204, "loss_maskiou": 0.005870023931493051, "loss_sem_seg": 0.35513815050944686, "lr": 0.01, "mask_rcnn/accuracy": 0.6257329641258214, "mask_rcnn/false_negative": 0.0907910864091583, "mask_rcnn/false_positive": 0.6858407351496005, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.7902071280404925, "total_loss": 2.2125274135687505} {"data_time": 0.013642925769090652, "eta_seconds": 194674.73170111235, "iteration": 24259, "loss_fcos_cls": 0.3179243595805019, "loss_fcos_ctr": 0.6266522016376257, "loss_fcos_loc": 0.23860552557744086, "loss_mask": 0.6439736261963844, "loss_maskiou": 0.005949777536443435, "loss_sem_seg": 0.36714336602017283, "lr": 0.01, "mask_rcnn/accuracy": 0.6283138255302121, "mask_rcnn/false_negative": 0.01483708584147235, "mask_rcnn/false_positive": 0.8697440420208802, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7948698019608855, "total_loss": 2.199160252872389} {"data_time": 0.016793642193078995, "eta_seconds": 194688.85054917354, "iteration": 24279, "loss_fcos_cls": 0.3290783332195133, "loss_fcos_ctr": 0.6301284930668771, "loss_fcos_loc": 0.24405429372563958, "loss_mask": 0.642038106918335, "loss_maskiou": 0.005622062897600699, "loss_sem_seg": 0.3561967369168997, "lr": 0.01, "mask_rcnn/accuracy": 0.6061414501079063, "mask_rcnn/false_negative": 0.03312848859108317, "mask_rcnn/false_positive": 0.8250417053222012, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.25, "time": 0.8063587080687284, "total_loss": 2.2218241293448955} {"data_time": 0.015602310188114643, "eta_seconds": 194673.00421527866, "iteration": 24299, "loss_fcos_cls": 0.3217374747619033, "loss_fcos_ctr": 0.6306123645044863, "loss_fcos_loc": 0.24609570764005184, "loss_mask": 0.646502710878849, "loss_maskiou": 0.0057859929074766114, "loss_sem_seg": 0.3531539090909064, "lr": 0.01, "mask_rcnn/accuracy": 0.6285729928149083, "mask_rcnn/false_negative": 0.0594296627953991, "mask_rcnn/false_positive": 0.8014900934137497, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7899247026070952, "total_loss": 2.194327479985077} {"data_time": 0.01821612473577261, "eta_seconds": 194604.98845373094, "iteration": 24319, "loss_fcos_cls": 0.334568596445024, "loss_fcos_ctr": 0.628543614409864, "loss_fcos_loc": 0.2335300464183092, "loss_mask": 0.6414448693394661, "loss_maskiou": 0.005076542132883333, "loss_sem_seg": 0.37336490489542484, "lr": 0.01, "mask_rcnn/accuracy": 0.6260639423233407, "mask_rcnn/false_negative": 0.07222783315323314, "mask_rcnn/false_positive": 0.7019350530913299, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.7860048720613122, "total_loss": 2.2047155342588667} {"data_time": 0.015828183852136135, "eta_seconds": 194543.94622888975, "iteration": 24339, "loss_fcos_cls": 0.3286323584616184, "loss_fcos_ctr": 0.6283475533127785, "loss_fcos_loc": 0.2271387045038864, "loss_mask": 0.6391266360878944, "loss_maskiou": 0.0049679211879265495, "loss_sem_seg": 0.35281251557171345, "lr": 0.01, "mask_rcnn/accuracy": 0.6199656135438616, "mask_rcnn/false_negative": 0.02208026903802087, "mask_rcnn/false_positive": 0.8824278115380777, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.25, "time": 0.7689966028556228, "total_loss": 2.18356748050428} {"data_time": 0.01561857108026743, "eta_seconds": 194373.97426987067, "iteration": 24359, "loss_fcos_cls": 0.3278745482675731, "loss_fcos_ctr": 0.6254621692933142, "loss_fcos_loc": 0.22964780312031507, "loss_mask": 0.6451141573488712, "loss_maskiou": 0.004715938048320822, "loss_sem_seg": 0.3765477177221328, "lr": 0.01, "mask_rcnn/accuracy": 0.594469787484516, "mask_rcnn/false_negative": 0.07641852149082692, "mask_rcnn/false_positive": 0.7792167717617873, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.25, "time": 0.7901833206415176, "total_loss": 2.2232854336361925} {"data_time": 0.016122021712362766, "eta_seconds": 194278.0594582744, "iteration": 24379, "loss_fcos_cls": 0.30871910601854324, "loss_fcos_ctr": 0.6285230200737715, "loss_fcos_loc": 0.2402004492469132, "loss_mask": 0.6426435820758343, "loss_maskiou": 0.0054083576369521325, "loss_sem_seg": 0.32711150124669075, "lr": 0.01, "mask_rcnn/accuracy": 0.6326510867504896, "mask_rcnn/false_negative": 0.019229174036889455, "mask_rcnn/false_positive": 0.8767681991139762, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 40.5, "time": 0.7868311190977693, "total_loss": 2.146779821232485} {"data_time": 0.017245634458959103, "eta_seconds": 194342.32255468145, "iteration": 24399, "loss_fcos_cls": 0.3148918261285871, "loss_fcos_ctr": 0.6269532446749508, "loss_fcos_loc": 0.2406065461691469, "loss_mask": 0.6497996114194393, "loss_maskiou": 0.005613541856291704, "loss_sem_seg": 0.3408689731732011, "lr": 0.01, "mask_rcnn/accuracy": 0.6279803862334408, "mask_rcnn/false_negative": 0.06517897923347828, "mask_rcnn/false_positive": 0.7549220471016389, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7911775466054678, "total_loss": 2.1686522644304205} {"data_time": 0.01698991470038891, "eta_seconds": 194326.49669708684, "iteration": 24419, "loss_fcos_cls": 0.32394658401608467, "loss_fcos_ctr": 0.6274422835558653, "loss_fcos_loc": 0.23515675100497901, "loss_mask": 0.6465977691113949, "loss_maskiou": 0.004932426760205999, "loss_sem_seg": 0.35588973201811314, "lr": 0.01, "mask_rcnn/accuracy": 0.6107770670241007, "mask_rcnn/false_negative": 0.04420637385368385, "mask_rcnn/false_positive": 0.8410345792676783, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.25, "time": 0.7949491403996944, "total_loss": 2.191618827811908} {"data_time": 0.016202210448682308, "eta_seconds": 194310.67083949223, "iteration": 24439, "loss_fcos_cls": 0.32381998281925917, "loss_fcos_ctr": 0.6267250012606382, "loss_fcos_loc": 0.2379799595219083, "loss_mask": 0.6394900679588318, "loss_maskiou": 0.005607518367469311, "loss_sem_seg": 0.38226247392594814, "lr": 0.01, "mask_rcnn/accuracy": 0.597702938958338, "mask_rcnn/false_negative": 0.07005014855225586, "mask_rcnn/false_positive": 0.8596264703797215, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7919051283970475, "total_loss": 2.219017752315267} {"data_time": 0.016794836148619652, "eta_seconds": 194214.7821132727, "iteration": 24459, "loss_fcos_cls": 0.31853843783028424, "loss_fcos_ctr": 0.627633810043335, "loss_fcos_loc": 0.23909385781735182, "loss_mask": 0.6386844329535961, "loss_maskiou": 0.005666723645845195, "loss_sem_seg": 0.31960425851866603, "lr": 0.01, "mask_rcnn/accuracy": 0.6112756571339619, "mask_rcnn/false_negative": 0.03735197567306791, "mask_rcnn/false_positive": 0.8738937674013209, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7903412440791726, "total_loss": 2.1976740750542376} {"data_time": 0.018024103716015816, "eta_seconds": 194421.30760168005, "iteration": 24479, "loss_fcos_cls": 0.32420569425448775, "loss_fcos_ctr": 0.6275734659284353, "loss_fcos_loc": 0.24313679989427328, "loss_mask": 0.6368776559829712, "loss_maskiou": 0.005420360655989498, "loss_sem_seg": 0.32780443923547864, "lr": 0.01, "mask_rcnn/accuracy": 0.6364281575725528, "mask_rcnn/false_negative": 0.05352138769924908, "mask_rcnn/false_positive": 0.746114596414575, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.5, "time": 0.7961681038141251, "total_loss": 2.164999801067097} {"data_time": 0.014677286148071289, "eta_seconds": 194441.1486080652, "iteration": 24499, "loss_fcos_cls": 0.3323821844533086, "loss_fcos_ctr": 0.6263548769056797, "loss_fcos_loc": 0.2383827310986817, "loss_mask": 0.6418520249426365, "loss_maskiou": 0.005863982587470673, "loss_sem_seg": 0.3732189969159663, "lr": 0.01, "mask_rcnn/accuracy": 0.6171700745777366, "mask_rcnn/false_negative": 0.08956451555576335, "mask_rcnn/false_positive": 0.7743736065039533, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.8001004289835691, "total_loss": 2.223831628118205} {"data_time": 0.014456065371632576, "eta_seconds": 194446.56758402288, "iteration": 24519, "loss_fcos_cls": 0.3166768457740545, "loss_fcos_ctr": 0.6298214122653008, "loss_fcos_loc": 0.24382804846391082, "loss_mask": 0.6405691094696522, "loss_maskiou": 0.005330226369551383, "loss_sem_seg": 0.36755651980638504, "lr": 0.01, "mask_rcnn/accuracy": 0.6047877735431522, "mask_rcnn/false_negative": 0.04319376379215187, "mask_rcnn/false_positive": 0.8179953951469735, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 26.0, "time": 0.7998581118881702, "total_loss": 2.2078680932208954} {"data_time": 0.01691452134400606, "eta_seconds": 194478.57858338952, "iteration": 24539, "loss_fcos_cls": 0.33361847745254636, "loss_fcos_ctr": 0.6235574027523398, "loss_fcos_loc": 0.2373987529426813, "loss_mask": 0.639590185135603, "loss_maskiou": 0.006033264711732045, "loss_sem_seg": 0.3624503370374441, "lr": 0.01, "mask_rcnn/accuracy": 0.611606794642509, "mask_rcnn/false_negative": 0.020944891900593333, "mask_rcnn/false_positive": 0.8749846526838282, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7891181306913495, "total_loss": 2.2156459993493627} {"data_time": 0.016983834095299244, "eta_seconds": 194424.92193770036, "iteration": 24559, "loss_fcos_cls": 0.3195793773047626, "loss_fcos_ctr": 0.6312466254457831, "loss_fcos_loc": 0.24780325824394822, "loss_mask": 0.6415978632867336, "loss_maskiou": 0.0052821779463556595, "loss_sem_seg": 0.3716000090353191, "lr": 0.01, "mask_rcnn/accuracy": 0.5671724418934241, "mask_rcnn/false_negative": 0.02638134466012011, "mask_rcnn/false_positive": 0.860669211295163, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.775960773229599, "total_loss": 2.207171117217513} {"data_time": 0.015635897405445576, "eta_seconds": 194409.0790327303, "iteration": 24579, "loss_fcos_cls": 0.32142530963756144, "loss_fcos_ctr": 0.6273364080116153, "loss_fcos_loc": 0.23687483300454915, "loss_mask": 0.6447446122765541, "loss_maskiou": 0.005994234645186225, "loss_sem_seg": 0.3614747114479542, "lr": 0.01, "mask_rcnn/accuracy": 0.6133107620928556, "mask_rcnn/false_negative": 0.047681659634493334, "mask_rcnn/false_positive": 0.8142295695933389, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.25, "time": 0.790802008472383, "total_loss": 2.2037748301918327} {"data_time": 0.015245884656906128, "eta_seconds": 194393.23612776026, "iteration": 24599, "loss_fcos_cls": 0.32678438862785697, "loss_fcos_ctr": 0.6268235924653709, "loss_fcos_loc": 0.23806234338553622, "loss_mask": 0.6441126987338066, "loss_maskiou": 0.005446968592877965, "loss_sem_seg": 0.337916761636734, "lr": 0.01, "mask_rcnn/accuracy": 0.6443876940143873, "mask_rcnn/false_negative": 0.06688325219337016, "mask_rcnn/false_positive": 0.7084340640514268, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7922764364629984, "total_loss": 2.182565825234633} {"data_time": 0.01580318808555603, "eta_seconds": 194271.28704238962, "iteration": 24619, "loss_fcos_cls": 0.32680194871500134, "loss_fcos_ctr": 0.624964989721775, "loss_fcos_loc": 0.22514435939956456, "loss_mask": 0.6350717470049858, "loss_maskiou": 0.00463320744165685, "loss_sem_seg": 0.35344766289927065, "lr": 0.01, "mask_rcnn/accuracy": 0.5944646613855322, "mask_rcnn/false_negative": 0.037112015253646075, "mask_rcnn/false_positive": 0.8106692510451631, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7822251580655575, "total_loss": 2.1688704758198583} {"data_time": 0.016249315813183784, "eta_seconds": 194255.45278569963, "iteration": 24639, "loss_fcos_cls": 0.33931477880105376, "loss_fcos_ctr": 0.6262709721922874, "loss_fcos_loc": 0.2477200652938336, "loss_mask": 0.6457572914659977, "loss_maskiou": 0.00529011977778282, "loss_sem_seg": 0.3723798422142863, "lr": 0.01, "mask_rcnn/accuracy": 0.5854641823455203, "mask_rcnn/false_negative": 0.06350072318192393, "mask_rcnn/false_positive": 0.7485720659474225, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7943921005353332, "total_loss": 2.229873352960567} {"data_time": 0.01580195128917694, "eta_seconds": 194295.1504448615, "iteration": 24659, "loss_fcos_cls": 0.3270277469418943, "loss_fcos_ctr": 0.626866802573204, "loss_fcos_loc": 0.2431767452508211, "loss_mask": 0.6429668962955475, "loss_maskiou": 0.005300374385114992, "loss_sem_seg": 0.3950410895049572, "lr": 0.01, "mask_rcnn/accuracy": 0.6349120898359344, "mask_rcnn/false_negative": 0.05209202298378954, "mask_rcnn/false_positive": 0.8016041813429573, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.75, "time": 0.7955073742195964, "total_loss": 2.2590810069523286} {"data_time": 0.016749382950365543, "eta_seconds": 194262.93311835546, "iteration": 24679, "loss_fcos_cls": 0.3213267521932721, "loss_fcos_ctr": 0.6287934677675366, "loss_fcos_loc": 0.23399436683394015, "loss_mask": 0.6405426301062107, "loss_maskiou": 0.005383316091410961, "loss_sem_seg": 0.38157353503629565, "lr": 0.01, "mask_rcnn/accuracy": 0.620559666952297, "mask_rcnn/false_negative": 0.07019359220170376, "mask_rcnn/false_positive": 0.7444945866683124, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7684128470718861, "total_loss": 2.1975014828931307} {"data_time": 0.0157427079975605, "eta_seconds": 194282.74505890813, "iteration": 24699, "loss_fcos_cls": 0.3236263180151582, "loss_fcos_ctr": 0.6310661169700325, "loss_fcos_loc": 0.2415561000816524, "loss_mask": 0.6405783332884312, "loss_maskiou": 0.005286215302476194, "loss_sem_seg": 0.34092937503010035, "lr": 0.01, "mask_rcnn/accuracy": 0.5988677053610864, "mask_rcnn/false_negative": 0.024965700509852976, "mask_rcnn/false_positive": 0.8820384444357194, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.8055286146700382, "total_loss": 2.1840895558489137} {"data_time": 0.016190833412110806, "eta_seconds": 194320.78401271347, "iteration": 24719, "loss_fcos_cls": 0.3241280810907483, "loss_fcos_ctr": 0.628081675618887, "loss_fcos_loc": 0.24635391950141639, "loss_mask": 0.6412238962948322, "loss_maskiou": 0.005728692471166141, "loss_sem_seg": 0.33471428812481463, "lr": 0.01, "mask_rcnn/accuracy": 0.6203866678383613, "mask_rcnn/false_negative": 0.14408826104026934, "mask_rcnn/false_positive": 0.6747186622955477, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7984925806522369, "total_loss": 2.1822537709085736} {"data_time": 0.016373909078538418, "eta_seconds": 194304.93926452566, "iteration": 24739, "loss_fcos_cls": 0.3147545363754034, "loss_fcos_ctr": 0.6268413839861751, "loss_fcos_loc": 0.23995885264594108, "loss_mask": 0.643596351146698, "loss_maskiou": 0.005085832046461292, "loss_sem_seg": 0.37140438612550497, "lr": 0.01, "mask_rcnn/accuracy": 0.6080793915277378, "mask_rcnn/false_negative": 0.04938943354009476, "mask_rcnn/false_positive": 0.8189137552194985, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7830624785274267, "total_loss": 2.237322410581328} {"data_time": 0.01702666189521551, "eta_seconds": 194416.95906552672, "iteration": 24759, "loss_fcos_cls": 0.3323612893000245, "loss_fcos_ctr": 0.6275419243611395, "loss_fcos_loc": 0.2507729142671451, "loss_mask": 0.6405673250555992, "loss_maskiou": 0.0053886577661614865, "loss_sem_seg": 0.3216453194618225, "lr": 0.01, "mask_rcnn/accuracy": 0.6242046818727491, "mask_rcnn/false_negative": 0.08211224258334159, "mask_rcnn/false_positive": 0.6995111445580877, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.5, "time": 0.8079498261213303, "total_loss": 2.1693584480817663} {"data_time": 0.015073666349053383, "eta_seconds": 194328.28748570103, "iteration": 24779, "loss_fcos_cls": 0.3255800483748317, "loss_fcos_ctr": 0.6291149007156491, "loss_fcos_loc": 0.24402348627336323, "loss_mask": 0.6381434947252274, "loss_maskiou": 0.005084499352960847, "loss_sem_seg": 0.36811497481539845, "lr": 0.01, "mask_rcnn/accuracy": 0.581676097083327, "mask_rcnn/false_negative": 0.05993576286396474, "mask_rcnn/false_positive": 0.8452793186226761, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.25, "time": 0.7932761637493968, "total_loss": 2.2111958472669357} {"data_time": 0.016263743862509727, "eta_seconds": 194445.10835707095, "iteration": 24799, "loss_fcos_cls": 0.33713630493730307, "loss_fcos_ctr": 0.627490296959877, "loss_fcos_loc": 0.24489131581503898, "loss_mask": 0.6448789052665234, "loss_maskiou": 0.005537566714338027, "loss_sem_seg": 0.3556772070005536, "lr": 0.01, "mask_rcnn/accuracy": 0.6095116618075802, "mask_rcnn/false_negative": 0.03337607609400465, "mask_rcnn/false_positive": 0.8670901664299745, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.75, "time": 0.7820928851142526, "total_loss": 2.2002205832432082} {"data_time": 0.016293996945023537, "eta_seconds": 194455.70818254445, "iteration": 24819, "loss_fcos_cls": 0.3383423713967204, "loss_fcos_ctr": 0.6265978831797838, "loss_fcos_loc": 0.23492596857249737, "loss_mask": 0.6334496028721333, "loss_maskiou": 0.005046545877121389, "loss_sem_seg": 0.3589688108768314, "lr": 0.01, "mask_rcnn/accuracy": 0.5811048256511907, "mask_rcnn/false_negative": 0.062043874365999216, "mask_rcnn/false_positive": 0.7773831143261187, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7934437720105052, "total_loss": 2.207929688403965} {"data_time": 0.017043260857462883, "eta_seconds": 194353.53836211562, "iteration": 24839, "loss_fcos_cls": 0.3182080623228103, "loss_fcos_ctr": 0.6278604194521904, "loss_fcos_loc": 0.24216721655102447, "loss_mask": 0.644312396645546, "loss_maskiou": 0.005205990899412427, "loss_sem_seg": 0.3611717978492379, "lr": 0.01, "mask_rcnn/accuracy": 0.5926461079223356, "mask_rcnn/false_negative": 0.03512189210746425, "mask_rcnn/false_positive": 0.8401048464551669, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.0, "time": 0.7883104719221592, "total_loss": 2.198377567307034} {"data_time": 0.015638304874300957, "eta_seconds": 194337.68318626285, "iteration": 24859, "loss_fcos_cls": 0.3341326443478465, "loss_fcos_ctr": 0.6306395083665848, "loss_fcos_loc": 0.24401238223072141, "loss_mask": 0.6423246115446091, "loss_maskiou": 0.006551199599925894, "loss_sem_seg": 0.3522084765136242, "lr": 0.01, "mask_rcnn/accuracy": 0.6421229440202655, "mask_rcnn/false_negative": 0.1088084995522074, "mask_rcnn/false_positive": 0.723678453394168, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.788055301643908, "total_loss": 2.197380033947411} {"data_time": 0.017894931137561798, "eta_seconds": 194194.026027211, "iteration": 24879, "loss_fcos_cls": 0.3258061008527875, "loss_fcos_ctr": 0.6292930506169796, "loss_fcos_loc": 0.25207693420816213, "loss_mask": 0.6459419652819633, "loss_maskiou": 0.005714938422897831, "loss_sem_seg": 0.3493928099051118, "lr": 0.01, "mask_rcnn/accuracy": 0.5953969563368826, "mask_rcnn/false_negative": 0.03492590563517342, "mask_rcnn/false_positive": 0.8697660592211152, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7887845896184444, "total_loss": 2.21748520838446} {"data_time": 0.015837015584111214, "eta_seconds": 194178.18127902318, "iteration": 24899, "loss_fcos_cls": 0.31223090225830674, "loss_fcos_ctr": 0.6279911315068603, "loss_fcos_loc": 0.23428337927907705, "loss_mask": 0.6434996798634529, "loss_maskiou": 0.005653558633639477, "loss_sem_seg": 0.2997547355480492, "lr": 0.01, "mask_rcnn/accuracy": 0.6074920123654416, "mask_rcnn/false_negative": 0.04508157366200302, "mask_rcnn/false_positive": 0.7909878507228727, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7973758298903704, "total_loss": 2.136727818811778} {"data_time": 0.01555172260850668, "eta_seconds": 194162.33653083537, "iteration": 24919, "loss_fcos_cls": 0.30763512221165, "loss_fcos_ctr": 0.6263928795233369, "loss_fcos_loc": 0.2355981774162501, "loss_mask": 0.6364423353224993, "loss_maskiou": 0.005505457171238959, "loss_sem_seg": 0.3769929234404117, "lr": 0.01, "mask_rcnn/accuracy": 0.6176241995409757, "mask_rcnn/false_negative": 0.042499151705643556, "mask_rcnn/false_positive": 0.819274609266823, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 37.0, "time": 0.795238796621561, "total_loss": 2.1945116896167747} {"data_time": 0.01814204640686512, "eta_seconds": 194234.50330088474, "iteration": 24939, "loss_fcos_cls": 0.3334078583866358, "loss_fcos_ctr": 0.6259549595415592, "loss_fcos_loc": 0.23964262241497636, "loss_mask": 0.6448111049830914, "loss_maskiou": 0.006165736427647062, "loss_sem_seg": 0.37413513846695423, "lr": 0.01, "mask_rcnn/accuracy": 0.6267325680272109, "mask_rcnn/false_negative": 0.025009968862207722, "mask_rcnn/false_positive": 0.8713140030564781, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 30.5, "time": 0.7930665053427219, "total_loss": 2.209345167313586} {"data_time": 0.01626997720450163, "eta_seconds": 194169.1005644761, "iteration": 24959, "loss_fcos_cls": 0.337803868111223, "loss_fcos_ctr": 0.6292870314791799, "loss_fcos_loc": 0.24678303231485188, "loss_mask": 0.6457234174013138, "loss_maskiou": 0.005824691710586194, "loss_sem_seg": 0.37428438384085894, "lr": 0.01, "mask_rcnn/accuracy": 0.6419215861288503, "mask_rcnn/false_negative": 0.027415170302785122, "mask_rcnn/false_positive": 0.8732763398035683, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7837494108825922, "total_loss": 2.2766202417114982} {"data_time": 0.01604065950959921, "eta_seconds": 194181.43914980814, "iteration": 24979, "loss_fcos_cls": 0.3091131520923227, "loss_fcos_ctr": 0.6296151801943779, "loss_fcos_loc": 0.2377599396277219, "loss_mask": 0.6424508839845657, "loss_maskiou": 0.005823021994729061, "loss_sem_seg": 0.36684265080839396, "lr": 0.01, "mask_rcnn/accuracy": 0.610333757087112, "mask_rcnn/false_negative": 0.09576364455775525, "mask_rcnn/false_positive": 0.7444004744197361, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.8001806419342756, "total_loss": 2.193088880107098} {"data_time": 0.016253627836704254, "eta_seconds": 194066.35749672353, "iteration": 24999, "loss_fcos_cls": 0.33087202487513423, "loss_fcos_ctr": 0.6277897991240025, "loss_fcos_loc": 0.24014619225636125, "loss_mask": 0.6462353952229023, "loss_maskiou": 0.0058296385359426495, "loss_sem_seg": 0.40178958931937814, "lr": 0.01, "mask_rcnn/accuracy": 0.6082442447474248, "mask_rcnn/false_negative": 0.022333767157775634, "mask_rcnn/false_positive": 0.8753791298017233, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.5, "time": 0.786594970151782, "total_loss": 2.265051405360282} {"data_time": 0.016807827167212963, "eta_seconds": 194050.51540975273, "iteration": 25019, "loss_fcos_cls": 0.3228937848471105, "loss_fcos_ctr": 0.6289236005395651, "loss_fcos_loc": 0.24350413354113698, "loss_mask": 0.6484669297933578, "loss_maskiou": 0.004940408463880885, "loss_sem_seg": 0.33165317587554455, "lr": 0.01, "mask_rcnn/accuracy": 0.6397518986804701, "mask_rcnn/false_negative": 0.03330843617137657, "mask_rcnn/false_positive": 0.8647464874986542, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.8072205213829875, "total_loss": 2.210315975557023} {"data_time": 0.016165345907211304, "eta_seconds": 194211.96689328365, "iteration": 25039, "loss_fcos_cls": 0.3172427425161004, "loss_fcos_ctr": 0.6286746831610799, "loss_fcos_loc": 0.24556556064635515, "loss_mask": 0.6461884565651417, "loss_maskiou": 0.005820304446388036, "loss_sem_seg": 0.381082562264055, "lr": 0.01, "mask_rcnn/accuracy": 0.6004131391567615, "mask_rcnn/false_negative": 0.09937999015423876, "mask_rcnn/false_positive": 0.7326342906377268, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.8010920425876975, "total_loss": 2.2216046705143526} {"data_time": 0.015513216145336628, "eta_seconds": 194089.8611308448, "iteration": 25059, "loss_fcos_cls": 0.3248948217369616, "loss_fcos_ctr": 0.6253095231950283, "loss_fcos_loc": 0.23544202628545463, "loss_mask": 0.6482972130179405, "loss_maskiou": 0.0052593470845749835, "loss_sem_seg": 0.3727497267536819, "lr": 0.01, "mask_rcnn/accuracy": 0.6093359015684195, "mask_rcnn/false_negative": 0.04763959323114514, "mask_rcnn/false_positive": 0.8272653718853578, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.5, "time": 0.7983091352507472, "total_loss": 2.228999296006805} {"data_time": 0.016918682493269444, "eta_seconds": 193962.53598911688, "iteration": 25079, "loss_fcos_cls": 0.3311326187103987, "loss_fcos_ctr": 0.6270825825631618, "loss_fcos_loc": 0.23813476040959358, "loss_mask": 0.6388242766261101, "loss_maskiou": 0.0058183306973660365, "loss_sem_seg": 0.3770632282830775, "lr": 0.01, "mask_rcnn/accuracy": 0.5809089260704281, "mask_rcnn/false_negative": 0.15407613923323749, "mask_rcnn/false_positive": 0.7571370857477139, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7768456833437085, "total_loss": 2.2046198140500337} {"data_time": 0.01674915850162506, "eta_seconds": 193987.1470618695, "iteration": 25099, "loss_fcos_cls": 0.3266061148606241, "loss_fcos_ctr": 0.6310289320535958, "loss_fcos_loc": 0.2413134640082717, "loss_mask": 0.6448023840785027, "loss_maskiou": 0.005898246701690368, "loss_sem_seg": 0.37257593451067805, "lr": 0.01, "mask_rcnn/accuracy": 0.6382768165960442, "mask_rcnn/false_negative": 0.0919763424566018, "mask_rcnn/false_positive": 0.7301286098088624, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7921280479058623, "total_loss": 2.2451328815914167} {"data_time": 0.01743187289685011, "eta_seconds": 193971.3049748987, "iteration": 25119, "loss_fcos_cls": 0.3329807878471911, "loss_fcos_ctr": 0.63087366707623, "loss_fcos_loc": 0.24684005801100284, "loss_mask": 0.6401112750172615, "loss_maskiou": 0.005508292277227156, "loss_sem_seg": 0.43749560322612524, "lr": 0.01, "mask_rcnn/accuracy": 0.6227058531746033, "mask_rcnn/false_negative": 0.034508605224637195, "mask_rcnn/false_positive": 0.8164032912954307, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.0, "time": 0.7947539547458291, "total_loss": 2.3217355835295166} {"data_time": 0.016348809003829956, "eta_seconds": 193906.68164442945, "iteration": 25139, "loss_fcos_cls": 0.3168995613232255, "loss_fcos_ctr": 0.6278432039543986, "loss_fcos_loc": 0.24147557094693184, "loss_mask": 0.6326544918119907, "loss_maskiou": 0.0052650703364633955, "loss_sem_seg": 0.35148402489721775, "lr": 0.01, "mask_rcnn/accuracy": 0.6261651061819782, "mask_rcnn/false_negative": 0.02022220805105785, "mask_rcnn/false_positive": 0.8473352857665938, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7852532835677266, "total_loss": 2.1881645340909017} {"data_time": 0.017143518663942814, "eta_seconds": 193939.62080095708, "iteration": 25159, "loss_fcos_cls": 0.31575911631807685, "loss_fcos_ctr": 0.6265354296192527, "loss_fcos_loc": 0.23488267767243087, "loss_mask": 0.6420759297907352, "loss_maskiou": 0.0058645025856094435, "loss_sem_seg": 0.39577329345047474, "lr": 0.01, "mask_rcnn/accuracy": 0.6153621264753484, "mask_rcnn/false_negative": 0.03186626412025312, "mask_rcnn/false_positive": 0.8430847128769532, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7954700458794832, "total_loss": 2.191661648970694} {"data_time": 0.0167249022051692, "eta_seconds": 193902.57654093113, "iteration": 25179, "loss_fcos_cls": 0.32956332387402654, "loss_fcos_ctr": 0.6286824196577072, "loss_fcos_loc": 0.24317715456709266, "loss_mask": 0.642573244869709, "loss_maskiou": 0.005266360880341381, "loss_sem_seg": 0.3473456697538495, "lr": 0.01, "mask_rcnn/accuracy": 0.6085563495584569, "mask_rcnn/false_negative": 0.0596031942801954, "mask_rcnn/false_positive": 0.7543244002896243, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.0, "time": 0.801372641697526, "total_loss": 2.2073922165945987} {"data_time": 0.015742368064820766, "eta_seconds": 193940.51005620603, "iteration": 25199, "loss_fcos_cls": 0.32564750127494335, "loss_fcos_ctr": 0.6300083864480257, "loss_fcos_loc": 0.25039994646795094, "loss_mask": 0.6467803753912449, "loss_maskiou": 0.006101262042648159, "loss_sem_seg": 0.3622048357501626, "lr": 0.01, "mask_rcnn/accuracy": 0.6096774275186265, "mask_rcnn/false_negative": 0.06274925638212797, "mask_rcnn/false_positive": 0.8313113583178103, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 27.5, "time": 0.7935060178861022, "total_loss": 2.2077337871014606} {"data_time": 0.01772711519151926, "eta_seconds": 194050.19338016864, "iteration": 25219, "loss_fcos_cls": 0.3232024647295475, "loss_fcos_ctr": 0.6273839343339205, "loss_fcos_loc": 0.24604340782389045, "loss_mask": 0.6403743959963322, "loss_maskiou": 0.005069141465355642, "loss_sem_seg": 0.4112091693095863, "lr": 0.01, "mask_rcnn/accuracy": 0.6136479591836734, "mask_rcnn/false_negative": 0.07859280199978612, "mask_rcnn/false_positive": 0.7568892328322848, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7987559204921126, "total_loss": 2.2656259435389074} {"data_time": 0.013844002038240433, "eta_seconds": 194128.81604319345, "iteration": 25239, "loss_fcos_cls": 0.3185015576891601, "loss_fcos_ctr": 0.6252658944576979, "loss_fcos_loc": 0.23782586213201284, "loss_mask": 0.6451444961130619, "loss_maskiou": 0.0051785305768135, "loss_sem_seg": 0.34178884606808424, "lr": 0.01, "mask_rcnn/accuracy": 0.6223840194375362, "mask_rcnn/false_negative": 0.021964194919407466, "mask_rcnn/false_positive": 0.8519020642061602, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 30.75, "time": 0.8029958913102746, "total_loss": 2.1890239625354297} {"data_time": 0.016995444893836975, "eta_seconds": 193919.45134814456, "iteration": 25259, "loss_fcos_cls": 0.33206290239468217, "loss_fcos_ctr": 0.6323965331539512, "loss_fcos_loc": 0.25085201230831444, "loss_mask": 0.6428916938602924, "loss_maskiou": 0.005737799125199672, "loss_sem_seg": 0.37723313528113067, "lr": 0.01, "mask_rcnn/accuracy": 0.6051300520208083, "mask_rcnn/false_negative": 0.026580010047448026, "mask_rcnn/false_positive": 0.8712655809892491, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 32.0, "time": 0.7839256981387734, "total_loss": 2.2304331716077286} {"data_time": 0.014935480430722237, "eta_seconds": 193774.68067136407, "iteration": 25279, "loss_fcos_cls": 0.3223802652209997, "loss_fcos_ctr": 0.6288921600207686, "loss_fcos_loc": 0.24671965441666543, "loss_mask": 0.6450959295034409, "loss_maskiou": 0.00499429673072882, "loss_sem_seg": 0.35377607960253954, "lr": 0.01, "mask_rcnn/accuracy": 0.5741092404703817, "mask_rcnn/false_negative": 0.03140301546543815, "mask_rcnn/false_positive": 0.8696363224267346, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 42.25, "time": 0.7901978585869074, "total_loss": 2.2151113405125216} {"data_time": 0.01476480346173048, "eta_seconds": 193700.97067298368, "iteration": 25299, "loss_fcos_cls": 0.32522721926216036, "loss_fcos_ctr": 0.6285489238798618, "loss_fcos_loc": 0.2367455076891929, "loss_mask": 0.6412285827100277, "loss_maskiou": 0.005184460540476721, "loss_sem_seg": 0.3640847478527576, "lr": 0.01, "mask_rcnn/accuracy": 0.6084568135764944, "mask_rcnn/false_negative": 0.037044423239736224, "mask_rcnn/false_positive": 0.860911608544377, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.25, "time": 0.7685893764719367, "total_loss": 2.200497788131713} {"data_time": 0.01659232471138239, "eta_seconds": 193685.13902777806, "iteration": 25319, "loss_fcos_cls": 0.30974162882193923, "loss_fcos_ctr": 0.6286640260368586, "loss_fcos_loc": 0.24169139610603452, "loss_mask": 0.6520161218941212, "loss_maskiou": 0.005262906575808302, "loss_sem_seg": 0.38865189952775836, "lr": 0.01, "mask_rcnn/accuracy": 0.5881767885725719, "mask_rcnn/false_negative": 0.03662061735935787, "mask_rcnn/false_positive": 0.859001252956811, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.25, "time": 0.7863018456846476, "total_loss": 2.231487085329718} {"data_time": 0.0156843364238739, "eta_seconds": 193727.1715452969, "iteration": 25339, "loss_fcos_cls": 0.3256187355145812, "loss_fcos_ctr": 0.6249891296029091, "loss_fcos_loc": 0.23248265963047743, "loss_mask": 0.6447376944124699, "loss_maskiou": 0.005421139620011672, "loss_sem_seg": 0.3643110725097358, "lr": 0.01, "mask_rcnn/accuracy": 0.6139998425737756, "mask_rcnn/false_negative": 0.06194506052668926, "mask_rcnn/false_positive": 0.7211514337123388, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 28.0, "time": 0.795316350646317, "total_loss": 2.197949420500663} {"data_time": 0.01881448272615671, "eta_seconds": 193770.0191543391, "iteration": 25359, "loss_fcos_cls": 0.33447341760620475, "loss_fcos_ctr": 0.6308179823681712, "loss_fcos_loc": 0.25373934186063707, "loss_mask": 0.6434146165847778, "loss_maskiou": 0.005530630900466349, "loss_sem_seg": 0.35935797495767474, "lr": 0.01, "mask_rcnn/accuracy": 0.5766617063492063, "mask_rcnn/false_negative": 0.11823490407817018, "mask_rcnn/false_positive": 0.7157450320989593, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.75, "time": 0.7974508730694652, "total_loss": 2.2433699491157313} {"data_time": 0.016816875897347927, "eta_seconds": 193801.8622961091, "iteration": 25379, "loss_fcos_cls": 0.3283142119180411, "loss_fcos_ctr": 0.6298304488882422, "loss_fcos_loc": 0.2403441920178011, "loss_mask": 0.6399826034903526, "loss_maskiou": 0.005270951194688678, "loss_sem_seg": 0.3331607752479613, "lr": 0.01, "mask_rcnn/accuracy": 0.632512315270936, "mask_rcnn/false_negative": 0.034923346472193306, "mask_rcnn/false_positive": 0.8674570354047776, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7962598064914346, "total_loss": 2.182405624342209} {"data_time": 0.015699921175837517, "eta_seconds": 193700.78631104622, "iteration": 25399, "loss_fcos_cls": 0.3310313797555864, "loss_fcos_ctr": 0.6283253114670515, "loss_fcos_loc": 0.24608459137380123, "loss_mask": 0.6395976729691029, "loss_maskiou": 0.005268699154839851, "loss_sem_seg": 0.3585630492307246, "lr": 0.01, "mask_rcnn/accuracy": 0.5931809468871818, "mask_rcnn/false_negative": 0.03674825091653261, "mask_rcnn/false_positive": 0.8562083805366186, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.0, "time": 0.7836354523897171, "total_loss": 2.178907868834358} {"data_time": 0.0151827959343791, "eta_seconds": 193663.82604387403, "iteration": 25419, "loss_fcos_cls": 0.3152014333754778, "loss_fcos_ctr": 0.6261200234293938, "loss_fcos_loc": 0.23884607595391572, "loss_mask": 0.6424003094434738, "loss_maskiou": 0.005095575277664466, "loss_sem_seg": 0.34122089203447104, "lr": 0.01, "mask_rcnn/accuracy": 0.5952458574185266, "mask_rcnn/false_negative": 0.10113857599777498, "mask_rcnn/false_positive": 0.6817199449711531, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7822565035894513, "total_loss": 2.165393151342869} {"data_time": 0.01742914319038391, "eta_seconds": 193632.57793760207, "iteration": 25439, "loss_fcos_cls": 0.3200951002072543, "loss_fcos_ctr": 0.6266067987307906, "loss_fcos_loc": 0.23886490566655993, "loss_mask": 0.6403493694961071, "loss_maskiou": 0.005364236640161835, "loss_sem_seg": 0.3635923359543085, "lr": 0.01, "mask_rcnn/accuracy": 0.6131934781488353, "mask_rcnn/false_negative": 0.018526026843369084, "mask_rcnn/false_positive": 0.8698596985013015, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7944256262853742, "total_loss": 2.1968316095735645} {"data_time": 0.015774499624967575, "eta_seconds": 193568.70059808437, "iteration": 25459, "loss_fcos_cls": 0.323703583155293, "loss_fcos_ctr": 0.6263223723508418, "loss_fcos_loc": 0.23807558906264603, "loss_mask": 0.6438305415213108, "loss_maskiou": 0.005649643411743455, "loss_sem_seg": 0.37026687478646636, "lr": 0.01, "mask_rcnn/accuracy": 0.6024430042287185, "mask_rcnn/false_negative": 0.07609190393319915, "mask_rcnn/false_positive": 0.7470142336891408, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7755425497889519, "total_loss": 2.214934457835625} {"data_time": 0.01638203766196966, "eta_seconds": 193525.98089270666, "iteration": 25479, "loss_fcos_cls": 0.3252513399347663, "loss_fcos_ctr": 0.6272400501184165, "loss_fcos_loc": 0.2335473211714998, "loss_mask": 0.6451752111315727, "loss_maskiou": 0.005436889507109299, "loss_sem_seg": 0.3497609179466963, "lr": 0.01, "mask_rcnn/accuracy": 0.5724174139352711, "mask_rcnn/false_negative": 0.05617416110260488, "mask_rcnn/false_positive": 0.8356852986512754, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.793322492390871, "total_loss": 2.175816744376789} {"data_time": 0.015184291638433933, "eta_seconds": 193484.43806108087, "iteration": 25499, "loss_fcos_cls": 0.3132688591722399, "loss_fcos_ctr": 0.624841442797333, "loss_fcos_loc": 0.22891680448083207, "loss_mask": 0.6349374875426292, "loss_maskiou": 0.0052602466093958355, "loss_sem_seg": 0.3180463439784944, "lr": 0.01, "mask_rcnn/accuracy": 0.6612959419879063, "mask_rcnn/false_negative": 0.03050199510417101, "mask_rcnn/false_positive": 0.8463590568566277, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.8009394779801369, "total_loss": 2.128016689035576} {"data_time": 0.017003539949655533, "eta_seconds": 193436.60720441584, "iteration": 25519, "loss_fcos_cls": 0.3546063816174865, "loss_fcos_ctr": 0.6287454171106219, "loss_fcos_loc": 0.2516520610079169, "loss_mask": 0.6410123892128468, "loss_maskiou": 0.006271087673667353, "loss_sem_seg": 0.39243864780291915, "lr": 0.01, "mask_rcnn/accuracy": 0.6277159570724842, "mask_rcnn/false_negative": 0.0184425783305093, "mask_rcnn/false_positive": 0.8804847551936597, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.5, "time": 0.792670895345509, "total_loss": 2.24290095960896} {"data_time": 0.014890193939208984, "eta_seconds": 193352.72242968902, "iteration": 25539, "loss_fcos_cls": 0.3374540498480201, "loss_fcos_ctr": 0.6269490118138492, "loss_fcos_loc": 0.24308083654614165, "loss_mask": 0.6466398425400257, "loss_maskiou": 0.005532529306947254, "loss_sem_seg": 0.3819971662014723, "lr": 0.01, "mask_rcnn/accuracy": 0.6007544324232468, "mask_rcnn/false_negative": 0.05268520400099347, "mask_rcnn/false_positive": 0.7672497070978284, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7823431110009551, "total_loss": 2.2430177083879244} {"data_time": 0.01703555416315794, "eta_seconds": 193370.40953576472, "iteration": 25559, "loss_fcos_cls": 0.3258469677530229, "loss_fcos_ctr": 0.6293737348169088, "loss_fcos_loc": 0.2475927290506661, "loss_mask": 0.6336592957377434, "loss_maskiou": 0.005651805768138729, "loss_sem_seg": 0.3542764636222273, "lr": 0.01, "mask_rcnn/accuracy": 0.6111688925138774, "mask_rcnn/false_negative": 0.061688321220690026, "mask_rcnn/false_positive": 0.7986509331582331, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7846220098435879, "total_loss": 2.2262504171667388} {"data_time": 0.01633997354656458, "eta_seconds": 193299.11850592215, "iteration": 25579, "loss_fcos_cls": 0.33198175160214305, "loss_fcos_ctr": 0.6262712236493826, "loss_fcos_loc": 0.24239985854364932, "loss_mask": 0.6445074863731861, "loss_maskiou": 0.005349083279725164, "loss_sem_seg": 0.3778759720735252, "lr": 0.01, "mask_rcnn/accuracy": 0.6174875268309371, "mask_rcnn/false_negative": 0.040444536044155814, "mask_rcnn/false_positive": 0.8466722091191055, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.7773465029895306, "total_loss": 2.235866891052865} {"data_time": 0.015241793356835842, "eta_seconds": 193283.3016065145, "iteration": 25599, "loss_fcos_cls": 0.3259183082263917, "loss_fcos_ctr": 0.6292766164988279, "loss_fcos_loc": 0.24495809129439294, "loss_mask": 0.645245186984539, "loss_maskiou": 0.005766263682744466, "loss_sem_seg": 0.3785124593414366, "lr": 0.01, "mask_rcnn/accuracy": 0.6455051747261404, "mask_rcnn/false_negative": 0.08964904353497197, "mask_rcnn/false_positive": 0.7377701262922568, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.75, "time": 0.8013793462887406, "total_loss": 2.2319195707095787} {"data_time": 0.015054022893309593, "eta_seconds": 193289.44764232263, "iteration": 25619, "loss_fcos_cls": 0.31581132346764207, "loss_fcos_ctr": 0.6236315062269568, "loss_fcos_loc": 0.22622656729072332, "loss_mask": 0.6465263217687607, "loss_maskiou": 0.005244677580776624, "loss_sem_seg": 0.38550890469923615, "lr": 0.01, "mask_rcnn/accuracy": 0.6018560122912802, "mask_rcnn/false_negative": 0.02660800157684788, "mask_rcnn/false_positive": 0.865852130937677, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.5, "time": 0.7814558697864413, "total_loss": 2.2041324049714603} {"data_time": 0.01781363505870104, "eta_seconds": 193273.62894548103, "iteration": 25639, "loss_fcos_cls": 0.32225833740085363, "loss_fcos_ctr": 0.6300238631665707, "loss_fcos_loc": 0.24336457741446793, "loss_mask": 0.6503844857215881, "loss_maskiou": 0.0062001836486160755, "loss_sem_seg": 0.38056083768606186, "lr": 0.01, "mask_rcnn/accuracy": 0.6109405300581772, "mask_rcnn/false_negative": 0.024970987215527575, "mask_rcnn/false_positive": 0.8709495858043544, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7926192991435528, "total_loss": 2.237939448801626} {"data_time": 0.01707098912447691, "eta_seconds": 193257.81024863943, "iteration": 25659, "loss_fcos_cls": 0.32529938966035843, "loss_fcos_ctr": 0.6268497556447983, "loss_fcos_loc": 0.23698659427464008, "loss_mask": 0.6410742625594139, "loss_maskiou": 0.004997246869606897, "loss_sem_seg": 0.33543537370860577, "lr": 0.01, "mask_rcnn/accuracy": 0.6031290903895434, "mask_rcnn/false_negative": 0.05943837482628871, "mask_rcnn/false_positive": 0.7849653138883192, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 33.0, "time": 0.7974312463775277, "total_loss": 2.2056416395207634} {"data_time": 0.016041429713368416, "eta_seconds": 193310.01308400277, "iteration": 25679, "loss_fcos_cls": 0.3248298857361078, "loss_fcos_ctr": 0.6298299380578101, "loss_fcos_loc": 0.23835331213194877, "loss_mask": 0.6363752484321594, "loss_maskiou": 0.005839189776452258, "loss_sem_seg": 0.36971466965042055, "lr": 0.01, "mask_rcnn/accuracy": 0.6321697649874082, "mask_rcnn/false_negative": 0.11866550567903955, "mask_rcnn/false_positive": 0.6938962994887796, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7865758566185832, "total_loss": 2.187470550343278} {"data_time": 0.01584706362336874, "eta_seconds": 193226.17285495624, "iteration": 25699, "loss_fcos_cls": 0.31900976365432143, "loss_fcos_ctr": 0.6247405661270022, "loss_fcos_loc": 0.23672191868536174, "loss_mask": 0.6421979628503323, "loss_maskiou": 0.005296889314195141, "loss_sem_seg": 0.33832169603556395, "lr": 0.01, "mask_rcnn/accuracy": 0.6203617810760669, "mask_rcnn/false_negative": 0.0535306532406553, "mask_rcnn/false_positive": 0.790375161446051, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.7826275806874037, "total_loss": 2.193109851996269} {"data_time": 0.01690325979143381, "eta_seconds": 193125.30550206732, "iteration": 25719, "loss_fcos_cls": 0.3128154375590384, "loss_fcos_ctr": 0.6301700170151889, "loss_fcos_loc": 0.24912327015772462, "loss_mask": 0.6394625678658485, "loss_maskiou": 0.005361289200664032, "loss_sem_seg": 0.3472505761310458, "lr": 0.01, "mask_rcnn/accuracy": 0.6264697138253799, "mask_rcnn/false_negative": 0.07118615695799907, "mask_rcnn/false_positive": 0.776509063588633, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.75, "time": 0.778794264420867, "total_loss": 2.19633005016658} {"data_time": 0.015339730307459831, "eta_seconds": 193228.0165913878, "iteration": 25739, "loss_fcos_cls": 0.33167674764990807, "loss_fcos_ctr": 0.6270060101523995, "loss_fcos_loc": 0.23861217172816396, "loss_mask": 0.6423408426344395, "loss_maskiou": 0.005401275870099198, "loss_sem_seg": 0.3644409575499594, "lr": 0.01, "mask_rcnn/accuracy": 0.5704055059523809, "mask_rcnn/false_negative": 0.01891624405160386, "mask_rcnn/false_positive": 0.8937098180522689, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.8013075450435281, "total_loss": 2.2138388661041972} {"data_time": 0.016330823302268982, "eta_seconds": 193093.6820347486, "iteration": 25759, "loss_fcos_cls": 0.314425929216668, "loss_fcos_ctr": 0.628264922183007, "loss_fcos_loc": 0.234306906349957, "loss_mask": 0.6447458565235138, "loss_maskiou": 0.005025426944484934, "loss_sem_seg": 0.3409688430838287, "lr": 0.01, "mask_rcnn/accuracy": 0.5983116635414938, "mask_rcnn/false_negative": 0.03205298624010462, "mask_rcnn/false_positive": 0.8587871348697969, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7906424570828676, "total_loss": 2.1551110267391778} {"data_time": 0.016261892393231392, "eta_seconds": 193035.3915586369, "iteration": 25779, "loss_fcos_cls": 0.32590101566165686, "loss_fcos_ctr": 0.6248923074454069, "loss_fcos_loc": 0.23747101915068924, "loss_mask": 0.6366262398660183, "loss_maskiou": 0.0047936071787262335, "loss_sem_seg": 0.33185311686247587, "lr": 0.01, "mask_rcnn/accuracy": 0.6462432546858405, "mask_rcnn/false_negative": 0.07460346827165645, "mask_rcnn/false_positive": 0.7996516364003505, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7812639018520713, "total_loss": 2.126177783648018} {"data_time": 0.017113756388425827, "eta_seconds": 193062.0585674299, "iteration": 25799, "loss_fcos_cls": 0.3084912127815187, "loss_fcos_ctr": 0.6278136447072029, "loss_fcos_loc": 0.23154470068402588, "loss_mask": 0.6461211554706097, "loss_maskiou": 0.00549554350800463, "loss_sem_seg": 0.32758607156574726, "lr": 0.01, "mask_rcnn/accuracy": 0.6201918500609199, "mask_rcnn/false_negative": 0.0527774095699237, "mask_rcnn/false_positive": 0.8433379307642637, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.790040741674602, "total_loss": 2.1532840435247635} {"data_time": 0.016460292041301727, "eta_seconds": 193120.0488430988, "iteration": 25819, "loss_fcos_cls": 0.31416460406035185, "loss_fcos_ctr": 0.6270754872821271, "loss_fcos_loc": 0.23433054774068296, "loss_mask": 0.6513421013951302, "loss_maskiou": 0.0057426024723099545, "loss_sem_seg": 0.37355435360223055, "lr": 0.01, "mask_rcnn/accuracy": 0.5697048125757151, "mask_rcnn/false_negative": 0.016281878659428733, "mask_rcnn/false_positive": 0.8824497063177961, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.8085904940962791, "total_loss": 2.19705279415939} {"data_time": 0.016782116144895554, "eta_seconds": 193072.70534742437, "iteration": 25839, "loss_fcos_cls": 0.3338438030332327, "loss_fcos_ctr": 0.6253509968519211, "loss_fcos_loc": 0.24098757200408727, "loss_mask": 0.6383782662451267, "loss_maskiou": 0.005298809090163559, "loss_sem_seg": 0.3761180443689227, "lr": 0.01, "mask_rcnn/accuracy": 0.625831359329446, "mask_rcnn/false_negative": 0.02514531928545401, "mask_rcnn/false_positive": 0.8686727306429353, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.25, "time": 0.7770328614860773, "total_loss": 2.2078668037174793} {"data_time": 0.014865119010210037, "eta_seconds": 193001.51570867654, "iteration": 25859, "loss_fcos_cls": 0.30199869628995657, "loss_fcos_ctr": 0.6256049824878573, "loss_fcos_loc": 0.23738982435315847, "loss_mask": 0.643985029309988, "loss_maskiou": 0.005407784388808068, "loss_sem_seg": 0.36844552448019385, "lr": 0.01, "mask_rcnn/accuracy": 0.5833723428557038, "mask_rcnn/false_negative": 0.15490824706945855, "mask_rcnn/false_positive": 0.7522768183868431, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.7831058781594038, "total_loss": 2.171400290379097} {"data_time": 0.0173433730378747, "eta_seconds": 193072.59550753795, "iteration": 25879, "loss_fcos_cls": 0.30934124416671693, "loss_fcos_ctr": 0.6281881034374237, "loss_fcos_loc": 0.2408729768358171, "loss_mask": 0.6479391120374203, "loss_maskiou": 0.004769476567162201, "loss_sem_seg": 0.35597212240099907, "lr": 0.01, "mask_rcnn/accuracy": 0.6026309219272766, "mask_rcnn/false_negative": 0.026632055421110974, "mask_rcnn/false_positive": 0.8496755647261423, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7940990468487144, "total_loss": 2.196246723018703} {"data_time": 0.016286898404359818, "eta_seconds": 193025.25975897722, "iteration": 25899, "loss_fcos_cls": 0.31822159281000495, "loss_fcos_ctr": 0.6296977284364402, "loss_fcos_loc": 0.2453980939462781, "loss_mask": 0.6432829536497593, "loss_maskiou": 0.0046216566261136904, "loss_sem_seg": 0.35113398218527436, "lr": 0.01, "mask_rcnn/accuracy": 0.6333348260611751, "mask_rcnn/false_negative": 0.026370695402493035, "mask_rcnn/false_positive": 0.853535699501454, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7920733373612165, "total_loss": 2.1727198417211184} {"data_time": 0.016041375696659088, "eta_seconds": 193120.12190338317, "iteration": 25919, "loss_fcos_cls": 0.30621333164162934, "loss_fcos_ctr": 0.6249671429395676, "loss_fcos_loc": 0.2333729964448139, "loss_mask": 0.6454956606030464, "loss_maskiou": 0.0050028549012495205, "loss_sem_seg": 0.33036680333316326, "lr": 0.01, "mask_rcnn/accuracy": 0.6033020068734354, "mask_rcnn/false_negative": 0.04181640580825369, "mask_rcnn/false_positive": 0.8507324828790552, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.80091218277812, "total_loss": 2.1756014818529366} {"data_time": 0.01734798587858677, "eta_seconds": 193104.29763833154, "iteration": 25939, "loss_fcos_cls": 0.33161637489683926, "loss_fcos_ctr": 0.6295891683548689, "loss_fcos_loc": 0.24535490304697305, "loss_mask": 0.6405503265559673, "loss_maskiou": 0.005477818893268704, "loss_sem_seg": 0.3597695445641875, "lr": 0.01, "mask_rcnn/accuracy": 0.5801749271137027, "mask_rcnn/false_negative": 0.1362055360707641, "mask_rcnn/false_positive": 0.6494697627204702, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7982189860194921, "total_loss": 2.22840425389586} {"data_time": 0.01554942037910223, "eta_seconds": 193106.72152885236, "iteration": 25959, "loss_fcos_cls": 0.3196975248865783, "loss_fcos_ctr": 0.6262292200699449, "loss_fcos_loc": 0.23321228637360036, "loss_mask": 0.6332080960273743, "loss_maskiou": 0.004886859736870974, "loss_sem_seg": 0.4095992664806545, "lr": 0.01, "mask_rcnn/accuracy": 0.5755093298141767, "mask_rcnn/false_negative": 0.08088557438330263, "mask_rcnn/false_positive": 0.7094582514174552, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7861566413193941, "total_loss": 2.2453921187261585} {"data_time": 0.015620078891515732, "eta_seconds": 193102.53227810655, "iteration": 25979, "loss_fcos_cls": 0.327245460357517, "loss_fcos_ctr": 0.6282472480088472, "loss_fcos_loc": 0.2460430373903364, "loss_mask": 0.6445930264890194, "loss_maskiou": 0.004982177939382382, "loss_sem_seg": 0.3389978976920247, "lr": 0.01, "mask_rcnn/accuracy": 0.6261800266341168, "mask_rcnn/false_negative": 0.07092593824593052, "mask_rcnn/false_positive": 0.7559527656233624, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.75, "time": 0.7990760635584593, "total_loss": 2.174856261233799} {"data_time": 0.01567740272730589, "eta_seconds": 193075.07000775076, "iteration": 25999, "loss_fcos_cls": 0.3300958340987563, "loss_fcos_ctr": 0.6300084302201867, "loss_fcos_loc": 0.24282728950493038, "loss_mask": 0.642682708799839, "loss_maskiou": 0.0055359735852107406, "loss_sem_seg": 0.3515355153940618, "lr": 0.01, "mask_rcnn/accuracy": 0.6009383478093618, "mask_rcnn/false_negative": 0.06230488361090484, "mask_rcnn/false_positive": 0.7821293933188191, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.5, "time": 0.7836942626163363, "total_loss": 2.2014551992324414} {"data_time": 0.016832680441439152, "eta_seconds": 192908.04826904833, "iteration": 26019, "loss_fcos_cls": 0.3231436079367995, "loss_fcos_ctr": 0.6297693625092506, "loss_fcos_loc": 0.24147701216861606, "loss_mask": 0.6484036482870579, "loss_maskiou": 0.006407946175386314, "loss_sem_seg": 0.3992796754464507, "lr": 0.01, "mask_rcnn/accuracy": 0.6033962457163315, "mask_rcnn/false_negative": 0.051617982873251096, "mask_rcnn/false_positive": 0.8109261201958688, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7874350985512137, "total_loss": 2.247985206109661} {"data_time": 0.015539378859102726, "eta_seconds": 192824.70098504052, "iteration": 26039, "loss_fcos_cls": 0.3242012783885002, "loss_fcos_ctr": 0.631357260979712, "loss_fcos_loc": 0.24097909219563007, "loss_mask": 0.640910018235445, "loss_maskiou": 0.005797094345325604, "loss_sem_seg": 0.35865185083821416, "lr": 0.01, "mask_rcnn/accuracy": 0.6149720340722495, "mask_rcnn/false_negative": 0.022255079503495923, "mask_rcnn/false_positive": 0.8492992655990301, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7938439520075917, "total_loss": 2.1973767638846766} {"data_time": 0.014677922241389751, "eta_seconds": 192768.32514543645, "iteration": 26059, "loss_fcos_cls": 0.33219431480392814, "loss_fcos_ctr": 0.6284293700009584, "loss_fcos_loc": 0.23887724708765745, "loss_mask": 0.6408993378281593, "loss_maskiou": 0.004620328938472085, "loss_sem_seg": 0.3906379942782223, "lr": 0.01, "mask_rcnn/accuracy": 0.6059167325141004, "mask_rcnn/false_negative": 0.09350382388838016, "mask_rcnn/false_positive": 0.7849307330856301, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.786922418512404, "total_loss": 2.2396762214120827} {"data_time": 0.01529913954436779, "eta_seconds": 192724.20877949987, "iteration": 26079, "loss_fcos_cls": 0.3285285651218146, "loss_fcos_ctr": 0.626353811006993, "loss_fcos_loc": 0.23714744858443737, "loss_mask": 0.6433188728988171, "loss_maskiou": 0.0055522925686091185, "loss_sem_seg": 0.3662370638921857, "lr": 0.01, "mask_rcnn/accuracy": 0.6400223604458468, "mask_rcnn/false_negative": 0.02764781318153564, "mask_rcnn/false_positive": 0.8693279834070957, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.5, "time": 0.7812224132940173, "total_loss": 2.230677184928936} {"data_time": 0.01486139465123415, "eta_seconds": 192736.71613749675, "iteration": 26099, "loss_fcos_cls": 0.32014451222494245, "loss_fcos_ctr": 0.6287161624059081, "loss_fcos_loc": 0.2407854124903679, "loss_mask": 0.6400942504405975, "loss_maskiou": 0.006733190472004935, "loss_sem_seg": 0.34865231392905116, "lr": 0.01, "mask_rcnn/accuracy": 0.6034350148023452, "mask_rcnn/false_negative": 0.07534822873220717, "mask_rcnn/false_positive": 0.7683411096650213, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.0, "time": 0.7923007030040026, "total_loss": 2.2018627132638358} {"data_time": 0.016695640049874783, "eta_seconds": 192692.60441435222, "iteration": 26119, "loss_fcos_cls": 0.31465919222682714, "loss_fcos_ctr": 0.6238626940175891, "loss_fcos_loc": 0.2293930216692388, "loss_mask": 0.6405074633657932, "loss_maskiou": 0.005515110402484424, "loss_sem_seg": 0.3605129672214389, "lr": 0.01, "mask_rcnn/accuracy": 0.6280736918827681, "mask_rcnn/false_negative": 0.04038578784623308, "mask_rcnn/false_positive": 0.7867795639052744, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 41.0, "time": 0.7900629006326199, "total_loss": 2.145353623185656} {"data_time": 0.016930601559579372, "eta_seconds": 192705.10712955706, "iteration": 26139, "loss_fcos_cls": 0.31966516375541687, "loss_fcos_ctr": 0.625907801091671, "loss_fcos_loc": 0.2349253857973963, "loss_mask": 0.6384091898798943, "loss_maskiou": 0.005332917695341166, "loss_sem_seg": 0.32989550195634365, "lr": 0.01, "mask_rcnn/accuracy": 0.64469572850692, "mask_rcnn/false_negative": 0.05820057060228049, "mask_rcnn/false_positive": 0.7598252828634994, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7929551163688302, "total_loss": 2.1695869466657314} {"data_time": 0.01506909728050232, "eta_seconds": 192614.3177962061, "iteration": 26159, "loss_fcos_cls": 0.330596502055414, "loss_fcos_ctr": 0.629168376326561, "loss_fcos_loc": 0.2489219733979553, "loss_mask": 0.6417415030300617, "loss_maskiou": 0.005520123690075707, "loss_sem_seg": 0.34621400898322463, "lr": 0.01, "mask_rcnn/accuracy": 0.6363182814075671, "mask_rcnn/false_negative": 0.02637233846756049, "mask_rcnn/false_positive": 0.8543295821365944, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.0, "time": 0.7748926701024175, "total_loss": 2.2233195432199864} {"data_time": 0.017312264069914818, "eta_seconds": 192632.40054441616, "iteration": 26179, "loss_fcos_cls": 0.3071831737179309, "loss_fcos_ctr": 0.6273315772414207, "loss_fcos_loc": 0.24431280512362719, "loss_mask": 0.6392791327089071, "loss_maskiou": 0.006012574413034599, "loss_sem_seg": 0.3565540970303118, "lr": 0.01, "mask_rcnn/accuracy": 0.6158017260958437, "mask_rcnn/false_negative": 0.020429649946249268, "mask_rcnn/false_positive": 0.8456818047031702, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.75, "time": 0.7953792652115226, "total_loss": 2.1763612892737} {"data_time": 0.017716191709041595, "eta_seconds": 192482.3555985717, "iteration": 26199, "loss_fcos_cls": 0.31593514420092106, "loss_fcos_ctr": 0.6262577874585986, "loss_fcos_loc": 0.24534412601497024, "loss_mask": 0.6395539715886116, "loss_maskiou": 0.005720717192161828, "loss_sem_seg": 0.37413576897233725, "lr": 0.01, "mask_rcnn/accuracy": 0.629317954439188, "mask_rcnn/false_negative": 0.02650027544752135, "mask_rcnn/false_positive": 0.8656693747094752, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.7817848594859242, "total_loss": 2.1878073465341004} {"data_time": 0.01581663452088833, "eta_seconds": 192367.26190822292, "iteration": 26219, "loss_fcos_cls": 0.3055437016300857, "loss_fcos_ctr": 0.629271175712347, "loss_fcos_loc": 0.23518983472604305, "loss_mask": 0.6409246437251568, "loss_maskiou": 0.005179185074666748, "loss_sem_seg": 0.3847673663403839, "lr": 0.01, "mask_rcnn/accuracy": 0.6211515752480394, "mask_rcnn/false_negative": 0.035471910765287586, "mask_rcnn/false_positive": 0.8775883439763572, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.7940234998241067, "total_loss": 2.1780865416440065} {"data_time": 0.016266057267785072, "eta_seconds": 192342.3959517358, "iteration": 26239, "loss_fcos_cls": 0.32136338856071234, "loss_fcos_ctr": 0.6260877302847803, "loss_fcos_loc": 0.24402826535515487, "loss_mask": 0.6451868824660778, "loss_maskiou": 0.005848292537848465, "loss_sem_seg": 0.35086100921034813, "lr": 0.01, "mask_rcnn/accuracy": 0.6489880952380953, "mask_rcnn/false_negative": 0.020386507889377337, "mask_rcnn/false_positive": 0.8700715060906917, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.8011747822165489, "total_loss": 2.196336878107104} {"data_time": 0.01708248909562826, "eta_seconds": 192316.5127031738, "iteration": 26259, "loss_fcos_cls": 0.3271302836947143, "loss_fcos_ctr": 0.6311936751008034, "loss_fcos_loc": 0.2506481474265456, "loss_mask": 0.6390694156289101, "loss_maskiou": 0.005812021689052926, "loss_sem_seg": 0.3657928523607552, "lr": 0.01, "mask_rcnn/accuracy": 0.6230513038548753, "mask_rcnn/false_negative": 0.021988145959757247, "mask_rcnn/false_positive": 0.8722566229109425, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7790325181558728, "total_loss": 2.2230210085908766} {"data_time": 0.016552533023059368, "eta_seconds": 192300.73230408598, "iteration": 26279, "loss_fcos_cls": 0.3138116239570081, "loss_fcos_ctr": 0.6281096041202545, "loss_fcos_loc": 0.23893266334198415, "loss_mask": 0.6365894414484501, "loss_maskiou": 0.005402283612056635, "loss_sem_seg": 0.36676397547125816, "lr": 0.01, "mask_rcnn/accuracy": 0.6065104166666666, "mask_rcnn/false_negative": 0.06270155161282963, "mask_rcnn/false_positive": 0.843164306223467, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.75, "time": 0.7989596864208579, "total_loss": 2.2046145934218657} {"data_time": 0.016571483574807644, "eta_seconds": 192414.40368442517, "iteration": 26299, "loss_fcos_cls": 0.32464352110400796, "loss_fcos_ctr": 0.6299004117026925, "loss_fcos_loc": 0.25661361403763294, "loss_mask": 0.6452278606593609, "loss_maskiou": 0.00518605555043905, "loss_sem_seg": 0.3563621584326029, "lr": 0.01, "mask_rcnn/accuracy": 0.6040081941867657, "mask_rcnn/false_negative": 0.12636426769738435, "mask_rcnn/false_positive": 0.7113857986960066, "roi_head/num_bg_samples": 79.5, "roi_head/num_fg_samples": 27.5, "time": 0.7961810706183314, "total_loss": 2.230377521540504} {"data_time": 0.016839085146784782, "eta_seconds": 192297.92960051727, "iteration": 26319, "loss_fcos_cls": 0.3328108012210578, "loss_fcos_ctr": 0.627360719256103, "loss_fcos_loc": 0.23439446976408362, "loss_mask": 0.6449949033558369, "loss_maskiou": 0.0052961391702410765, "loss_sem_seg": 0.37860666075721383, "lr": 0.01, "mask_rcnn/accuracy": 0.6119874529112721, "mask_rcnn/false_negative": 0.025305489443860466, "mask_rcnn/false_positive": 0.8560762213321261, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.5, "time": 0.7744571324437857, "total_loss": 2.213218654113007} {"data_time": 0.016303897835314274, "eta_seconds": 192282.14684112277, "iteration": 26339, "loss_fcos_cls": 0.3330158772878349, "loss_fcos_ctr": 0.6284093018621206, "loss_fcos_loc": 0.24831218179315329, "loss_mask": 0.6465050503611565, "loss_maskiou": 0.005544864365219837, "loss_sem_seg": 0.36069589713588357, "lr": 0.01, "mask_rcnn/accuracy": 0.5727208422885437, "mask_rcnn/false_negative": 0.09745520975062799, "mask_rcnn/false_positive": 0.7895564428757067, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7946227211505175, "total_loss": 2.225321841026016} {"data_time": 0.015639339573681355, "eta_seconds": 192237.6107077347, "iteration": 26359, "loss_fcos_cls": 0.32587075396440923, "loss_fcos_ctr": 0.6259826505556703, "loss_fcos_loc": 0.2432494824170135, "loss_mask": 0.6432112492620945, "loss_maskiou": 0.005393695260863751, "loss_sem_seg": 0.35568757401779294, "lr": 0.01, "mask_rcnn/accuracy": 0.6155687910757524, "mask_rcnn/false_negative": 0.07255077518510542, "mask_rcnn/false_positive": 0.7716171203029819, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.5, "time": 0.7823046939447522, "total_loss": 2.2168104025913635} {"data_time": 0.01639226544648409, "eta_seconds": 192231.92735572066, "iteration": 26379, "loss_fcos_cls": 0.32909884059336036, "loss_fcos_ctr": 0.6265918398275971, "loss_fcos_loc": 0.2426834348589182, "loss_mask": 0.639998197555542, "loss_maskiou": 0.0052464195068751, "loss_sem_seg": 0.36162155494093895, "lr": 0.01, "mask_rcnn/accuracy": 0.6035252190206107, "mask_rcnn/false_negative": 0.10437343058995792, "mask_rcnn/false_positive": 0.7535151096767041, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7962879259139299, "total_loss": 2.2232009061262943} {"data_time": 0.01808192301541567, "eta_seconds": 192206.04990955908, "iteration": 26399, "loss_fcos_cls": 0.3262962701264769, "loss_fcos_ctr": 0.6284315041266382, "loss_fcos_loc": 0.24289676651824266, "loss_mask": 0.642039742320776, "loss_maskiou": 0.005109303441713564, "loss_sem_seg": 0.3826226098462939, "lr": 0.01, "mask_rcnn/accuracy": 0.6189508831055358, "mask_rcnn/false_negative": 0.07066965024642252, "mask_rcnn/false_positive": 0.7621516807943752, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7845855746418238, "total_loss": 2.2163894926925423} {"data_time": 0.016780714504420757, "eta_seconds": 192219.01580354478, "iteration": 26419, "loss_fcos_cls": 0.315369154792279, "loss_fcos_ctr": 0.6279727779328823, "loss_fcos_loc": 0.24676078953780234, "loss_mask": 0.6489371731877327, "loss_maskiou": 0.004577464278554544, "loss_sem_seg": 0.38559552282094955, "lr": 0.01, "mask_rcnn/accuracy": 0.587918287191926, "mask_rcnn/false_negative": 0.07907690031301379, "mask_rcnn/false_positive": 0.7479500147217266, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7955498928204179, "total_loss": 2.230584729950351} {"data_time": 0.01689627766609192, "eta_seconds": 192055.04679482616, "iteration": 26439, "loss_fcos_cls": 0.32792544993571937, "loss_fcos_ctr": 0.626202235929668, "loss_fcos_loc": 0.23018247459549457, "loss_mask": 0.6388830654323101, "loss_maskiou": 0.006291681318543851, "loss_sem_seg": 0.3533401624299586, "lr": 0.01, "mask_rcnn/accuracy": 0.6386265424283857, "mask_rcnn/false_negative": 0.07534024140111635, "mask_rcnn/false_positive": 0.7458964413167022, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7746651945635676, "total_loss": 2.187121986571583} {"data_time": 0.015776599757373333, "eta_seconds": 192097.48969370313, "iteration": 26459, "loss_fcos_cls": 0.32715606270357966, "loss_fcos_ctr": 0.6274766833521426, "loss_fcos_loc": 0.24587460444308817, "loss_mask": 0.6456705518066883, "loss_maskiou": 0.005426590512797702, "loss_sem_seg": 0.35089538688771427, "lr": 0.01, "mask_rcnn/accuracy": 0.6200198829531812, "mask_rcnn/false_negative": 0.033184262048624985, "mask_rcnn/false_positive": 0.8697435223804939, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7705832533538342, "total_loss": 2.2248711465945235} {"data_time": 0.01814169529825449, "eta_seconds": 192115.57142635994, "iteration": 26479, "loss_fcos_cls": 0.310001382837072, "loss_fcos_ctr": 0.6275294637307525, "loss_fcos_loc": 0.2417346283327788, "loss_mask": 0.6362847313284874, "loss_maskiou": 0.005180916326935403, "loss_sem_seg": 0.34488106332719326, "lr": 0.01, "mask_rcnn/accuracy": 0.6262953091684436, "mask_rcnn/false_negative": 0.05081226746000056, "mask_rcnn/false_positive": 0.8129583553877869, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.8030592510476708, "total_loss": 2.1646696899697417} {"data_time": 0.015098380856215954, "eta_seconds": 192099.79327405058, "iteration": 26499, "loss_fcos_cls": 0.32912787795066833, "loss_fcos_ctr": 0.6279781786724925, "loss_fcos_loc": 0.23707021807786077, "loss_mask": 0.6391664259135723, "loss_maskiou": 0.005292451212881133, "loss_sem_seg": 0.3648362853564322, "lr": 0.01, "mask_rcnn/accuracy": 0.6223288828518421, "mask_rcnn/false_negative": 0.03987141148728865, "mask_rcnn/false_positive": 0.840050926540605, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7918269746005535, "total_loss": 2.1991550356578955} {"data_time": 0.014156971126794815, "eta_seconds": 192140.1020065723, "iteration": 26519, "loss_fcos_cls": 0.32783053908497095, "loss_fcos_ctr": 0.6275878753513098, "loss_fcos_loc": 0.2341907792724669, "loss_mask": 0.6424201428890228, "loss_maskiou": 0.005209717562138394, "loss_sem_seg": 0.3376225542742759, "lr": 0.01, "mask_rcnn/accuracy": 0.5671062477348563, "mask_rcnn/false_negative": 0.08589872792747613, "mask_rcnn/false_positive": 0.8008872383655058, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7917625149711967, "total_loss": 2.1814947751381624} {"data_time": 0.016302897594869137, "eta_seconds": 192224.91140952986, "iteration": 26539, "loss_fcos_cls": 0.31726356758736074, "loss_fcos_ctr": 0.6307267984375358, "loss_fcos_loc": 0.24023195216432214, "loss_mask": 0.6480507478117943, "loss_maskiou": 0.005534134033950977, "loss_sem_seg": 0.3426704735029489, "lr": 0.01, "mask_rcnn/accuracy": 0.6053875375400997, "mask_rcnn/false_negative": 0.03689879983260626, "mask_rcnn/false_positive": 0.7844344390345598, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.7949098823592067, "total_loss": 2.1989617171348073} {"data_time": 0.014705401845276356, "eta_seconds": 192209.12038662191, "iteration": 26559, "loss_fcos_cls": 0.3114183300640434, "loss_fcos_ctr": 0.6284479815512896, "loss_fcos_loc": 0.24089828319847584, "loss_mask": 0.6421687938272953, "loss_maskiou": 0.005178170569706708, "loss_sem_seg": 0.3666113931685686, "lr": 0.01, "mask_rcnn/accuracy": 0.5936810813034892, "mask_rcnn/false_negative": 0.02107028877706497, "mask_rcnn/false_positive": 0.8747918811135835, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7797684855759144, "total_loss": 2.1978986548019748} {"data_time": 0.01824301201850176, "eta_seconds": 192222.0556408167, "iteration": 26579, "loss_fcos_cls": 0.3359189764596522, "loss_fcos_ctr": 0.6279498692601919, "loss_fcos_loc": 0.22756411833688617, "loss_mask": 0.6395637430250645, "loss_maskiou": 0.005427778261946514, "loss_sem_seg": 0.3535202401690185, "lr": 0.01, "mask_rcnn/accuracy": 0.614250075030012, "mask_rcnn/false_negative": 0.021731270290981312, "mask_rcnn/false_positive": 0.8450606903681441, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 25.0, "time": 0.7833791291341186, "total_loss": 2.215476829682302} {"data_time": 0.017788797616958618, "eta_seconds": 192206.2622576952, "iteration": 26599, "loss_fcos_cls": 0.3356503052636981, "loss_fcos_ctr": 0.6276131551712751, "loss_fcos_loc": 0.24926277564372867, "loss_mask": 0.6435373909771442, "loss_maskiou": 0.005601338707492687, "loss_sem_seg": 0.35590950190089643, "lr": 0.01, "mask_rcnn/accuracy": 0.636305415363857, "mask_rcnn/false_negative": 0.05174404209464559, "mask_rcnn/false_positive": 0.8160099562612364, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.7968861581757665, "total_loss": 2.2078255259548314} {"data_time": 0.015478436835110188, "eta_seconds": 192190.4688745737, "iteration": 26619, "loss_fcos_cls": 0.31672435346990824, "loss_fcos_ctr": 0.6265056096017361, "loss_fcos_loc": 0.23786063631996512, "loss_mask": 0.6407862603664398, "loss_maskiou": 0.005226131230301689, "loss_sem_seg": 0.3611923945136368, "lr": 0.01, "mask_rcnn/accuracy": 0.6211700860715639, "mask_rcnn/false_negative": 0.03467341888352832, "mask_rcnn/false_positive": 0.8666878083317373, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.0, "time": 0.7861550813540816, "total_loss": 2.201810868573375} {"data_time": 0.015066402964293957, "eta_seconds": 192174.67549145222, "iteration": 26639, "loss_fcos_cls": 0.32773115672171116, "loss_fcos_ctr": 0.6274887714534998, "loss_fcos_loc": 0.24357576214242727, "loss_mask": 0.6419419050216675, "loss_maskiou": 0.005885198901523836, "loss_sem_seg": 0.3899859357625246, "lr": 0.01, "mask_rcnn/accuracy": 0.6102334498155698, "mask_rcnn/false_negative": 0.11948852385875522, "mask_rcnn/false_positive": 0.7554854186876887, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.5, "time": 0.7897459827363491, "total_loss": 2.267079105706216} {"data_time": 0.015238816849887371, "eta_seconds": 192130.1652720822, "iteration": 26659, "loss_fcos_cls": 0.3144400976598263, "loss_fcos_ctr": 0.6292526498436928, "loss_fcos_loc": 0.23649177013430744, "loss_mask": 0.6407719552516937, "loss_maskiou": 0.005026997190725524, "loss_sem_seg": 0.33203748147934675, "lr": 0.01, "mask_rcnn/accuracy": 0.6314797924614493, "mask_rcnn/false_negative": 0.04716997988578184, "mask_rcnn/false_positive": 0.8184193012705967, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.7965930318459868, "total_loss": 2.1618493881396716} {"data_time": 0.016084859147667885, "eta_seconds": 192143.08872520924, "iteration": 26679, "loss_fcos_cls": 0.31388499424792826, "loss_fcos_ctr": 0.6274706674739718, "loss_fcos_loc": 0.23317981651052833, "loss_mask": 0.6467035338282585, "loss_maskiou": 0.0053526781557593495, "loss_sem_seg": 0.3693000730127096, "lr": 0.01, "mask_rcnn/accuracy": 0.6193115982656799, "mask_rcnn/false_negative": 0.04084170154309919, "mask_rcnn/false_positive": 0.8328149208081266, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.7898597298189998, "total_loss": 2.2063302535752882} {"data_time": 0.01646852307021618, "eta_seconds": 192180.67083298974, "iteration": 26699, "loss_fcos_cls": 0.31277283327654004, "loss_fcos_ctr": 0.6273403372615576, "loss_fcos_loc": 0.23546585033182055, "loss_mask": 0.6391867659986019, "loss_maskiou": 0.004910299358016346, "loss_sem_seg": 0.3730152640491724, "lr": 0.01, "mask_rcnn/accuracy": 0.6297479465687374, "mask_rcnn/false_negative": 0.06959923086847944, "mask_rcnn/false_positive": 0.8155886241370726, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.75, "time": 0.7885206453502178, "total_loss": 2.224399540689774} {"data_time": 0.015539513900876045, "eta_seconds": 192227.80668269936, "iteration": 26719, "loss_fcos_cls": 0.3228205207269639, "loss_fcos_ctr": 0.6270804544910789, "loss_fcos_loc": 0.23769924743101, "loss_mask": 0.6424457803368568, "loss_maskiou": 0.005253497714875266, "loss_sem_seg": 0.33568785851821303, "lr": 0.01, "mask_rcnn/accuracy": 0.6120654127879221, "mask_rcnn/false_negative": 0.18346263190622192, "mask_rcnn/false_positive": 0.5817373805143795, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.75, "time": 0.794180947355926, "total_loss": 2.163227408876992} {"data_time": 0.016843201592564583, "eta_seconds": 192212.00373822916, "iteration": 26739, "loss_fcos_cls": 0.3185166520997882, "loss_fcos_ctr": 0.629522243514657, "loss_fcos_loc": 0.25004948349669576, "loss_mask": 0.6444909311830997, "loss_maskiou": 0.005299435892084148, "loss_sem_seg": 0.33594973711296916, "lr": 0.01, "mask_rcnn/accuracy": 0.615373543295155, "mask_rcnn/false_negative": 0.07250922689371009, "mask_rcnn/false_positive": 0.7831195809332153, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.8025366552174091, "total_loss": 2.182052186515648} {"data_time": 0.015909118577837944, "eta_seconds": 192196.20079375897, "iteration": 26759, "loss_fcos_cls": 0.3226013540988788, "loss_fcos_ctr": 0.6254634913057089, "loss_fcos_loc": 0.23148124536965042, "loss_mask": 0.6350428201258183, "loss_maskiou": 0.005323372322891373, "loss_sem_seg": 0.37009355053305626, "lr": 0.01, "mask_rcnn/accuracy": 0.6105410134730791, "mask_rcnn/false_negative": 0.05182874807308721, "mask_rcnn/false_positive": 0.8213761847671752, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.25, "time": 0.7886941842734814, "total_loss": 2.1975058365642326} {"data_time": 0.015346351079642773, "eta_seconds": 192194.96585048176, "iteration": 26779, "loss_fcos_cls": 0.33989936439320445, "loss_fcos_ctr": 0.6300441571511328, "loss_fcos_loc": 0.24432523315772414, "loss_mask": 0.6414043232798576, "loss_maskiou": 0.005280088702420471, "loss_sem_seg": 0.3578976350836456, "lr": 0.01, "mask_rcnn/accuracy": 0.6183876535688902, "mask_rcnn/false_negative": 0.03672192684858527, "mask_rcnn/false_positive": 0.8670989712928463, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.788548787124455, "total_loss": 2.186375397599477} {"data_time": 0.01591430976986885, "eta_seconds": 192164.59490481857, "iteration": 26799, "loss_fcos_cls": 0.33810493792407215, "loss_fcos_ctr": 0.6263381820172071, "loss_fcos_loc": 0.2512329511810094, "loss_mask": 0.6396886892616749, "loss_maskiou": 0.005941160739894258, "loss_sem_seg": 0.35665873624384403, "lr": 0.01, "mask_rcnn/accuracy": 0.5780359208460712, "mask_rcnn/false_negative": 0.054244649477949554, "mask_rcnn/false_positive": 0.8225120448242511, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7867359425872564, "total_loss": 2.2229588051559404} {"data_time": 0.01876116544008255, "eta_seconds": 192095.8407203853, "iteration": 26819, "loss_fcos_cls": 0.3146691902074963, "loss_fcos_ctr": 0.6245711287483573, "loss_fcos_loc": 0.2318929936736822, "loss_mask": 0.6437312662601471, "loss_maskiou": 0.005397770721174311, "loss_sem_seg": 0.34687113016843796, "lr": 0.01, "mask_rcnn/accuracy": 0.6036323095007932, "mask_rcnn/false_negative": 0.03834500597810623, "mask_rcnn/false_positive": 0.7912855695594851, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.788206597790122, "total_loss": 2.198217627570557} {"data_time": 0.014164169318974018, "eta_seconds": 192201.5424834164, "iteration": 26839, "loss_fcos_cls": 0.3235217828769237, "loss_fcos_ctr": 0.6287742424756289, "loss_fcos_loc": 0.23854272603057325, "loss_mask": 0.632722657173872, "loss_maskiou": 0.005330852713086642, "loss_sem_seg": 0.36919564567506313, "lr": 0.01, "mask_rcnn/accuracy": 0.6475240330874134, "mask_rcnn/false_negative": 0.04132072828245348, "mask_rcnn/false_positive": 0.8428417707008669, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.8034245260059834, "total_loss": 2.1951091783412267} {"data_time": 0.016068529337644577, "eta_seconds": 192312.05677333754, "iteration": 26859, "loss_fcos_cls": 0.3302904455922544, "loss_fcos_ctr": 0.6290924400091171, "loss_fcos_loc": 0.2423348455922678, "loss_mask": 0.6375364921987057, "loss_maskiou": 0.005155033417395316, "loss_sem_seg": 0.33667485835030675, "lr": 0.01, "mask_rcnn/accuracy": 0.6362901138716356, "mask_rcnn/false_negative": 0.12423836966877874, "mask_rcnn/false_positive": 0.7340614181688476, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.7906342316418886, "total_loss": 2.170328733904171} {"data_time": 0.016734890639781952, "eta_seconds": 192313.50218234863, "iteration": 26879, "loss_fcos_cls": 0.32322673592716455, "loss_fcos_ctr": 0.6275169383734465, "loss_fcos_loc": 0.23773987963795662, "loss_mask": 0.640046913176775, "loss_maskiou": 0.005707963748136535, "loss_sem_seg": 0.3775138948112726, "lr": 0.01, "mask_rcnn/accuracy": 0.6459561120366514, "mask_rcnn/false_negative": 0.05874146784051722, "mask_rcnn/false_positive": 0.750699892443425, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.75, "time": 0.7984791295602918, "total_loss": 2.219308927153179} {"data_time": 0.017154546454548836, "eta_seconds": 192297.6817882089, "iteration": 26899, "loss_fcos_cls": 0.32101928163319826, "loss_fcos_ctr": 0.6288263769820333, "loss_fcos_loc": 0.23739885282702744, "loss_mask": 0.6437303572893143, "loss_maskiou": 0.0056655214430065826, "loss_sem_seg": 0.3782121087424457, "lr": 0.01, "mask_rcnn/accuracy": 0.605030693784363, "mask_rcnn/false_negative": 0.06986563108635843, "mask_rcnn/false_positive": 0.7993135242319375, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.75, "time": 0.7827953370288014, "total_loss": 2.2011236948928854} {"data_time": 0.018210971727967262, "eta_seconds": 192281.86139406916, "iteration": 26919, "loss_fcos_cls": 0.32322563882917166, "loss_fcos_ctr": 0.6280034016817808, "loss_fcos_loc": 0.23600219981744885, "loss_mask": 0.6408700495958328, "loss_maskiou": 0.00533867887861561, "loss_sem_seg": 0.3469933704473078, "lr": 0.01, "mask_rcnn/accuracy": 0.6346343154378868, "mask_rcnn/false_negative": 0.056241976723553924, "mask_rcnn/false_positive": 0.7816789326889713, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.8123962879180908, "total_loss": 2.182057920435909} {"data_time": 0.01800511684268713, "eta_seconds": 192221.07816420123, "iteration": 26939, "loss_fcos_cls": 0.342969074845314, "loss_fcos_ctr": 0.6282376768067479, "loss_fcos_loc": 0.24050092557445168, "loss_mask": 0.6414122246205807, "loss_maskiou": 0.005327462902641855, "loss_sem_seg": 0.38281897734850645, "lr": 0.01, "mask_rcnn/accuracy": 0.6260065406090751, "mask_rcnn/false_negative": 0.0731223006773902, "mask_rcnn/false_positive": 0.7650519089151819, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 27.5, "time": 0.7820075359195471, "total_loss": 2.24360820199945} {"data_time": 0.018354672007262707, "eta_seconds": 192232.96190378722, "iteration": 26959, "loss_fcos_cls": 0.3234097280073911, "loss_fcos_ctr": 0.6230968590825796, "loss_fcos_loc": 0.23354684934020042, "loss_mask": 0.6402135416865349, "loss_maskiou": 0.004728438838355942, "loss_sem_seg": 0.37624430004507303, "lr": 0.01, "mask_rcnn/accuracy": 0.6132363274039434, "mask_rcnn/false_negative": 0.06621962730289689, "mask_rcnn/false_positive": 0.8268355457517711, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7874262202531099, "total_loss": 2.1960866314839222} {"data_time": 0.015708288177847862, "eta_seconds": 192108.42010826245, "iteration": 26979, "loss_fcos_cls": 0.3233349500223994, "loss_fcos_ctr": 0.6286498019471765, "loss_fcos_loc": 0.24348641908727586, "loss_mask": 0.6417191401124, "loss_maskiou": 0.006021180903189816, "loss_sem_seg": 0.3694207612425089, "lr": 0.01, "mask_rcnn/accuracy": 0.5975392990300515, "mask_rcnn/false_negative": 0.050126896508153246, "mask_rcnn/false_positive": 0.7617742580426368, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7995773507282138, "total_loss": 2.231159652772476} {"data_time": 0.015685809776186943, "eta_seconds": 192173.62808093056, "iteration": 26999, "loss_fcos_cls": 0.3192426685709506, "loss_fcos_ctr": 0.6248971112072468, "loss_fcos_loc": 0.2293767905794084, "loss_mask": 0.6375071033835411, "loss_maskiou": 0.004700997917097993, "loss_sem_seg": 0.3973539457656443, "lr": 0.01, "mask_rcnn/accuracy": 0.6387983418861539, "mask_rcnn/false_negative": 0.07327387259695947, "mask_rcnn/false_positive": 0.7717327870566875, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 42.5, "time": 0.7824531709775329, "total_loss": 2.2504680019337684} {"data_time": 0.01628279499709606, "eta_seconds": 192157.811386507, "iteration": 27019, "loss_fcos_cls": 0.32173948967829347, "loss_fcos_ctr": 0.6282744612544775, "loss_fcos_loc": 0.23429822782054543, "loss_mask": 0.6424965858459473, "loss_maskiou": 0.005150042998138815, "loss_sem_seg": 0.3509055199101567, "lr": 0.01, "mask_rcnn/accuracy": 0.6064814376585513, "mask_rcnn/false_negative": 0.10274843989491517, "mask_rcnn/false_positive": 0.7445607701606332, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.7919756025075912, "total_loss": 2.2017460590577684} {"data_time": 0.015634728595614433, "eta_seconds": 191989.51199937053, "iteration": 27039, "loss_fcos_cls": 0.31843218207359314, "loss_fcos_ctr": 0.6243676235899329, "loss_fcos_loc": 0.22778888558968902, "loss_mask": 0.6346096247434616, "loss_maskiou": 0.005402153794420883, "loss_sem_seg": 0.3154331906698644, "lr": 0.01, "mask_rcnn/accuracy": 0.6217396814495029, "mask_rcnn/false_negative": 0.09077221859436002, "mask_rcnn/false_positive": 0.6750451496831309, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 28.75, "time": 0.7891071084886789, "total_loss": 2.1425516570961918} {"data_time": 0.014885801821947098, "eta_seconds": 191973.70785697736, "iteration": 27059, "loss_fcos_cls": 0.32331029791384935, "loss_fcos_ctr": 0.6264123735018075, "loss_fcos_loc": 0.23891429044306278, "loss_mask": 0.6403960771858692, "loss_maskiou": 0.004710279828941566, "loss_sem_seg": 0.3534295344725251, "lr": 0.01, "mask_rcnn/accuracy": 0.6205027684150584, "mask_rcnn/false_negative": 0.05197732207667846, "mask_rcnn/false_positive": 0.8495261445567754, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.75, "time": 0.7856425363570452, "total_loss": 2.2179805864871014} {"data_time": 0.015549088828265667, "eta_seconds": 191957.9037145842, "iteration": 27079, "loss_fcos_cls": 0.3316521984525025, "loss_fcos_ctr": 0.6296433820389211, "loss_fcos_loc": 0.24840494617819786, "loss_mask": 0.6409687735140324, "loss_maskiou": 0.005630588188068941, "loss_sem_seg": 0.3690483063692227, "lr": 0.01, "mask_rcnn/accuracy": 0.6012934833024118, "mask_rcnn/false_negative": 0.06732855568710058, "mask_rcnn/false_positive": 0.8123984248679437, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7883208664134145, "total_loss": 2.173723986335972} {"data_time": 0.016124614514410496, "eta_seconds": 191989.01562134363, "iteration": 27099, "loss_fcos_cls": 0.33273941557854414, "loss_fcos_ctr": 0.6289607174694538, "loss_fcos_loc": 0.25365904718637466, "loss_mask": 0.6425502635538578, "loss_maskiou": 0.0057069440226769075, "loss_sem_seg": 0.35484739881940186, "lr": 0.01, "mask_rcnn/accuracy": 0.6148199607223841, "mask_rcnn/false_negative": 0.054733673273650044, "mask_rcnn/false_positive": 0.8424971888847943, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.5, "time": 0.8008073847740889, "total_loss": 2.1886931515546166} {"data_time": 0.015880689024925232, "eta_seconds": 191815.71027468238, "iteration": 27119, "loss_fcos_cls": 0.311728878878057, "loss_fcos_ctr": 0.6296342117711902, "loss_fcos_loc": 0.24288886855356395, "loss_mask": 0.64178716391325, "loss_maskiou": 0.004990857512893854, "loss_sem_seg": 0.36308774445205927, "lr": 0.01, "mask_rcnn/accuracy": 0.5707679690593168, "mask_rcnn/false_negative": 0.04060886991467655, "mask_rcnn/false_positive": 0.837243980052943, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.25, "time": 0.7804038636386395, "total_loss": 2.224235392506671} {"data_time": 0.017236748710274696, "eta_seconds": 191799.91523840744, "iteration": 27139, "loss_fcos_cls": 0.32512792479246855, "loss_fcos_ctr": 0.6288546025753021, "loss_fcos_loc": 0.23894962528720498, "loss_mask": 0.6371217481791973, "loss_maskiou": 0.004573541569698136, "loss_sem_seg": 0.39461853448301554, "lr": 0.01, "mask_rcnn/accuracy": 0.6150990099009901, "mask_rcnn/false_negative": 0.14283602764715664, "mask_rcnn/false_positive": 0.710516473690084, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.7852316936478019, "total_loss": 2.2478398640432715} {"data_time": 0.017515745013952255, "eta_seconds": 191877.3386101853, "iteration": 27159, "loss_fcos_cls": 0.32296644523739815, "loss_fcos_ctr": 0.6261588102206588, "loss_fcos_loc": 0.23987679788842797, "loss_mask": 0.6417952589690685, "loss_maskiou": 0.004866988590947585, "loss_sem_seg": 0.37590144015848637, "lr": 0.01, "mask_rcnn/accuracy": 0.5880547421433362, "mask_rcnn/false_negative": 0.05059104548405807, "mask_rcnn/false_positive": 0.823213191668211, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7771959779784083, "total_loss": 2.2012979357896256} {"data_time": 0.016206425614655018, "eta_seconds": 191752.00927956495, "iteration": 27179, "loss_fcos_cls": 0.3286134540103376, "loss_fcos_ctr": 0.6294567924924195, "loss_fcos_loc": 0.24938072869554162, "loss_mask": 0.6446515619754791, "loss_maskiou": 0.005979302950436249, "loss_sem_seg": 0.3257543724030256, "lr": 0.01, "mask_rcnn/accuracy": 0.5862733334191179, "mask_rcnn/false_negative": 0.09938471242789113, "mask_rcnn/false_positive": 0.787531137931114, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7846768023446202, "total_loss": 2.20305788598489} {"data_time": 0.016181541606783867, "eta_seconds": 191752.53012958262, "iteration": 27199, "loss_fcos_cls": 0.3205542438663542, "loss_fcos_ctr": 0.6258909106254578, "loss_fcos_loc": 0.2415455705486238, "loss_mask": 0.6433736458420753, "loss_maskiou": 0.0052964754759159405, "loss_sem_seg": 0.345622505992651, "lr": 0.01, "mask_rcnn/accuracy": 0.6160541542198275, "mask_rcnn/false_negative": 0.030469043225343103, "mask_rcnn/false_positive": 0.8740479852010354, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.75, "time": 0.789650104008615, "total_loss": 2.1772527850116603} {"data_time": 0.017169209197163582, "eta_seconds": 191779.86892864108, "iteration": 27219, "loss_fcos_cls": 0.30253723612986505, "loss_fcos_ctr": 0.6226170193403959, "loss_fcos_loc": 0.23388452362269163, "loss_mask": 0.6500064395368099, "loss_maskiou": 0.005413348917500116, "loss_sem_seg": 0.35085803363472223, "lr": 0.01, "mask_rcnn/accuracy": 0.6130963296743601, "mask_rcnn/false_negative": 0.040893564928608475, "mask_rcnn/false_positive": 0.830590364972652, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.75, "time": 0.8026467431336641, "total_loss": 2.1696066445074393} {"data_time": 0.016574257984757423, "eta_seconds": 191720.94005703274, "iteration": 27239, "loss_fcos_cls": 0.31710930983535945, "loss_fcos_ctr": 0.6279073534533381, "loss_fcos_loc": 0.2462481213733554, "loss_mask": 0.6467423811554909, "loss_maskiou": 0.005278356999042444, "loss_sem_seg": 0.37817150074988604, "lr": 0.01, "mask_rcnn/accuracy": 0.6294397365825938, "mask_rcnn/false_negative": 0.058555487177118795, "mask_rcnn/false_positive": 0.7734330823657318, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7910256264731288, "total_loss": 2.243394156306749} {"data_time": 0.01828446052968502, "eta_seconds": 191981.37157458346, "iteration": 27259, "loss_fcos_cls": 0.3153940183110535, "loss_fcos_ctr": 0.6273091826587915, "loss_fcos_loc": 0.23366909241303802, "loss_mask": 0.6407328583300114, "loss_maskiou": 0.0055605785819352604, "loss_sem_seg": 0.3371563530527055, "lr": 0.01, "mask_rcnn/accuracy": 0.601879210422033, "mask_rcnn/false_negative": 0.022717657101177652, "mask_rcnn/false_positive": 0.8758766213950968, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.0, "time": 0.8027045568451285, "total_loss": 2.179770404822193} {"data_time": 0.01700220536440611, "eta_seconds": 191732.47315987945, "iteration": 27279, "loss_fcos_cls": 0.31348565919324756, "loss_fcos_ctr": 0.6288183270953596, "loss_fcos_loc": 0.23741348646581173, "loss_mask": 0.6414051577448845, "loss_maskiou": 0.00527748471358791, "loss_sem_seg": 0.3407319816760719, "lr": 0.01, "mask_rcnn/accuracy": 0.6380040927661388, "mask_rcnn/false_negative": 0.035175870265917064, "mask_rcnn/false_positive": 0.8547660948034097, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.5, "time": 0.7706980751827359, "total_loss": 2.182585611473769} {"data_time": 0.01637428067624569, "eta_seconds": 191665.5187997967, "iteration": 27299, "loss_fcos_cls": 0.3228532439097762, "loss_fcos_ctr": 0.6263170344755054, "loss_fcos_loc": 0.22629249817691743, "loss_mask": 0.6405233815312386, "loss_maskiou": 0.005398419787525199, "loss_sem_seg": 0.3532663653604686, "lr": 0.01, "mask_rcnn/accuracy": 0.6094651532890725, "mask_rcnn/false_negative": 0.04949141196129445, "mask_rcnn/false_positive": 0.8342154401998283, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.7933393027633429, "total_loss": 2.1797418401547475} {"data_time": 0.01869201846420765, "eta_seconds": 191797.79045782797, "iteration": 27319, "loss_fcos_cls": 0.31480289762839675, "loss_fcos_ctr": 0.6267864424735308, "loss_fcos_loc": 0.23342009249608964, "loss_mask": 0.6433154009282589, "loss_maskiou": 0.005479214320075698, "loss_sem_seg": 0.31631166208535433, "lr": 0.01, "mask_rcnn/accuracy": 0.6009302427867699, "mask_rcnn/false_negative": 0.10850795438632027, "mask_rcnn/false_positive": 0.7396282646239902, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.786834898404777, "total_loss": 2.164590362794115} {"data_time": 0.015980994328856468, "eta_seconds": 191781.9838812556, "iteration": 27339, "loss_fcos_cls": 0.3101161161903292, "loss_fcos_ctr": 0.6256942180916667, "loss_fcos_loc": 0.23725853697396815, "loss_mask": 0.6372086405754089, "loss_maskiou": 0.005287107000185642, "loss_sem_seg": 0.39020838495343924, "lr": 0.01, "mask_rcnn/accuracy": 0.6565029749243354, "mask_rcnn/false_negative": 0.0732841664969412, "mask_rcnn/false_positive": 0.7936266954724089, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.75, "time": 0.7948671700432897, "total_loss": 2.2002135954389814} {"data_time": 0.01613173820078373, "eta_seconds": 191766.17730468325, "iteration": 27359, "loss_fcos_cls": 0.31971346004866064, "loss_fcos_ctr": 0.6279530990868807, "loss_fcos_loc": 0.23686390789225698, "loss_mask": 0.6378698460757732, "loss_maskiou": 0.004756424877996324, "loss_sem_seg": 0.3554229736328125, "lr": 0.01, "mask_rcnn/accuracy": 0.6291811846689895, "mask_rcnn/false_negative": 0.0855814119405602, "mask_rcnn/false_positive": 0.7881276464560674, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.7871675547212362, "total_loss": 2.173709893162595} {"data_time": 0.015969060361385345, "eta_seconds": 191750.3707281109, "iteration": 27379, "loss_fcos_cls": 0.32518654409796, "loss_fcos_ctr": 0.6276643667370081, "loss_fcos_loc": 0.24756565946154296, "loss_mask": 0.6412389613687992, "loss_maskiou": 0.005198424041736871, "loss_sem_seg": 0.3605806762352586, "lr": 0.01, "mask_rcnn/accuracy": 0.6277448188577757, "mask_rcnn/false_negative": 0.054089576993650815, "mask_rcnn/false_positive": 0.8465766125266473, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.8145254524424672, "total_loss": 2.201659192855004} {"data_time": 0.016700302250683308, "eta_seconds": 191906.25285916496, "iteration": 27399, "loss_fcos_cls": 0.3270085980184376, "loss_fcos_ctr": 0.6268031168729067, "loss_fcos_loc": 0.24685897026211023, "loss_mask": 0.6390907317399979, "loss_maskiou": 0.005606449616607279, "loss_sem_seg": 0.3769186115823686, "lr": 0.01, "mask_rcnn/accuracy": 0.6175900829081633, "mask_rcnn/false_negative": 0.041223865066998905, "mask_rcnn/false_positive": 0.8084480287534881, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.75, "time": 0.7899457979947329, "total_loss": 2.2095138027725625} {"data_time": 0.018568343482911587, "eta_seconds": 191890.43212859426, "iteration": 27419, "loss_fcos_cls": 0.3423605873249471, "loss_fcos_ctr": 0.6268139500170946, "loss_fcos_loc": 0.24044862180016935, "loss_mask": 0.6373825185000896, "loss_maskiou": 0.005909476072702091, "loss_sem_seg": 0.3299639062024653, "lr": 0.01, "mask_rcnn/accuracy": 0.6296376987648061, "mask_rcnn/false_negative": 0.022435468196212758, "mask_rcnn/false_positive": 0.8764044758788936, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.75, "time": 0.8039110573008657, "total_loss": 2.176087366275169} {"data_time": 0.014841374009847641, "eta_seconds": 191896.094277299, "iteration": 27439, "loss_fcos_cls": 0.33526035910472274, "loss_fcos_ctr": 0.6291040843352675, "loss_fcos_loc": 0.24687685049138963, "loss_mask": 0.6454691328108311, "loss_maskiou": 0.0051723282085731626, "loss_sem_seg": 0.3507121233269572, "lr": 0.01, "mask_rcnn/accuracy": 0.6048799530002218, "mask_rcnn/false_negative": 0.04130806473248862, "mask_rcnn/false_positive": 0.8525011130045379, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.0, "time": 0.7849534647539258, "total_loss": 2.2439984326590547} {"data_time": 0.017581145279109478, "eta_seconds": 191994.41317322943, "iteration": 27459, "loss_fcos_cls": 0.3197495457716286, "loss_fcos_ctr": 0.6275154668837786, "loss_fcos_loc": 0.23801251919940114, "loss_mask": 0.6453137658536434, "loss_maskiou": 0.005602636864750821, "loss_sem_seg": 0.376740915235132, "lr": 0.01, "mask_rcnn/accuracy": 0.594887054007965, "mask_rcnn/false_negative": 0.06196093872870371, "mask_rcnn/false_positive": 0.8311183451208393, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.25, "time": 0.7954280003905296, "total_loss": 2.2232233441463904} {"data_time": 0.019166894257068634, "eta_seconds": 191849.28761468828, "iteration": 27479, "loss_fcos_cls": 0.321288658073172, "loss_fcos_ctr": 0.6261908989399672, "loss_fcos_loc": 0.23815524380188435, "loss_mask": 0.6459550745785236, "loss_maskiou": 0.005578644831985002, "loss_sem_seg": 0.38331675762310624, "lr": 0.01, "mask_rcnn/accuracy": 0.6165216086434574, "mask_rcnn/false_negative": 0.03332695881236991, "mask_rcnn/false_positive": 0.8597987381031882, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.5, "time": 0.7804666953161359, "total_loss": 2.212529299340531} {"data_time": 0.017966700717806816, "eta_seconds": 191781.8947309889, "iteration": 27499, "loss_fcos_cls": 0.33181653067003936, "loss_fcos_ctr": 0.6297694239765406, "loss_fcos_loc": 0.2469081305898726, "loss_mask": 0.6430287174880505, "loss_maskiou": 0.005692495658877306, "loss_sem_seg": 0.38153333170339465, "lr": 0.01, "mask_rcnn/accuracy": 0.6075476929902396, "mask_rcnn/false_negative": 0.058690494430030604, "mask_rcnn/false_positive": 0.8247788103871112, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.5, "time": 0.7876420710235834, "total_loss": 2.2518318063303013} {"data_time": 0.015085676684975624, "eta_seconds": 191797.7932469817, "iteration": 27519, "loss_fcos_cls": 0.32529220823198557, "loss_fcos_ctr": 0.6281021665781736, "loss_fcos_loc": 0.23526597884483635, "loss_mask": 0.6427462510764599, "loss_maskiou": 0.005239474696281832, "loss_sem_seg": 0.3904953417368233, "lr": 0.01, "mask_rcnn/accuracy": 0.5852184623849539, "mask_rcnn/false_negative": 0.041611516428320866, "mask_rcnn/false_positive": 0.8229567493808949, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.8105821721255779, "total_loss": 2.24494172607956} {"data_time": 0.014229295775294304, "eta_seconds": 191781.97363280598, "iteration": 27539, "loss_fcos_cls": 0.333154265768826, "loss_fcos_ctr": 0.6293087350204587, "loss_fcos_loc": 0.24458407086785883, "loss_mask": 0.6443566493690014, "loss_maskiou": 0.005368036887375638, "loss_sem_seg": 0.3505676668137312, "lr": 0.01, "mask_rcnn/accuracy": 0.5942327451814059, "mask_rcnn/false_negative": 0.12375915821170419, "mask_rcnn/false_positive": 0.7012877093250425, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.5, "time": 0.7978747859597206, "total_loss": 2.203342687818804} {"data_time": 0.01622715499252081, "eta_seconds": 191779.68701459933, "iteration": 27559, "loss_fcos_cls": 0.3305963473394513, "loss_fcos_ctr": 0.6290663536638021, "loss_fcos_loc": 0.2532525253482163, "loss_mask": 0.6434284821152687, "loss_maskiou": 0.006316250277450308, "loss_sem_seg": 0.35009762179106474, "lr": 0.01, "mask_rcnn/accuracy": 0.596435310721025, "mask_rcnn/false_negative": 0.036779627273729014, "mask_rcnn/false_positive": 0.8440887479117435, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.7870067711919546, "total_loss": 2.259017634729389} {"data_time": 0.0164798516780138, "eta_seconds": 191787.12781440094, "iteration": 27579, "loss_fcos_cls": 0.3403710825368762, "loss_fcos_ctr": 0.6266583390533924, "loss_fcos_loc": 0.2416397815104574, "loss_mask": 0.6363251246511936, "loss_maskiou": 0.004891755383141572, "loss_sem_seg": 0.3435811838135123, "lr": 0.01, "mask_rcnn/accuracy": 0.6188476389889733, "mask_rcnn/false_negative": 0.0500859033301667, "mask_rcnn/false_positive": 0.7741238546455819, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.7816787157207727, "total_loss": 2.186226758749399} {"data_time": 0.01709566079080105, "eta_seconds": 191702.80973969772, "iteration": 27599, "loss_fcos_cls": 0.30289812944829464, "loss_fcos_ctr": 0.6266979640349746, "loss_fcos_loc": 0.24168281286256388, "loss_mask": 0.6420512795448303, "loss_maskiou": 0.004878007035586052, "loss_sem_seg": 0.329219582490623, "lr": 0.01, "mask_rcnn/accuracy": 0.6227584783913566, "mask_rcnn/false_negative": 0.09429744627648912, "mask_rcnn/false_positive": 0.7095377519258526, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 31.0, "time": 0.7875091154128313, "total_loss": 2.138072736812319} {"data_time": 0.017446648329496384, "eta_seconds": 191640.45704096183, "iteration": 27619, "loss_fcos_cls": 0.31463158363476396, "loss_fcos_ctr": 0.6254090825095773, "loss_fcos_loc": 0.23132914368761703, "loss_mask": 0.6288848407566547, "loss_maskiou": 0.004781581519637257, "loss_sem_seg": 0.31338373851031065, "lr": 0.01, "mask_rcnn/accuracy": 0.6161171960670313, "mask_rcnn/false_negative": 0.07995485597588675, "mask_rcnn/false_positive": 0.862365702880989, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.75, "time": 0.7805243246257305, "total_loss": 2.1433419945642527} {"data_time": 0.01632314920425415, "eta_seconds": 191624.64388258383, "iteration": 27639, "loss_fcos_cls": 0.3307385400403291, "loss_fcos_ctr": 0.6283773211762309, "loss_fcos_loc": 0.23340962477959692, "loss_mask": 0.6395074129104614, "loss_maskiou": 0.005094923180877231, "loss_sem_seg": 0.3707958525046706, "lr": 0.01, "mask_rcnn/accuracy": 0.6092327315541601, "mask_rcnn/false_negative": 0.06339097957260384, "mask_rcnn/false_positive": 0.7593350279402707, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7921059709042311, "total_loss": 2.187726967546041} {"data_time": 0.017526826821267605, "eta_seconds": 191529.07865609787, "iteration": 27659, "loss_fcos_cls": 0.3201787630096078, "loss_fcos_ctr": 0.626549587585032, "loss_fcos_loc": 0.24319764168467373, "loss_mask": 0.646023828536272, "loss_maskiou": 0.0056178055529017, "loss_sem_seg": 0.34450349025428295, "lr": 0.01, "mask_rcnn/accuracy": 0.6047484881190239, "mask_rcnn/false_negative": 0.06574488761004603, "mask_rcnn/false_positive": 0.7349052678811947, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 25.0, "time": 0.7870151698589325, "total_loss": 2.1864079596707597} {"data_time": 0.016482209786772728, "eta_seconds": 191671.23633357603, "iteration": 27679, "loss_fcos_cls": 0.32480599265545607, "loss_fcos_ctr": 0.6230334066785872, "loss_fcos_loc": 0.23706337600015104, "loss_mask": 0.6403292492032051, "loss_maskiou": 0.0050175147407571785, "loss_sem_seg": 0.3661215475294739, "lr": 0.01, "mask_rcnn/accuracy": 0.6165881381816941, "mask_rcnn/false_negative": 0.07019518424926985, "mask_rcnn/false_positive": 0.7940095656260826, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.75, "time": 0.7989801988005638, "total_loss": 2.188050049549929} {"data_time": 0.015249487943947315, "eta_seconds": 191688.3220663173, "iteration": 27699, "loss_fcos_cls": 0.32526093441993, "loss_fcos_ctr": 0.6249734358862042, "loss_fcos_loc": 0.24133487977087498, "loss_mask": 0.6382012106478214, "loss_maskiou": 0.005081328286905773, "loss_sem_seg": 0.36413269490003586, "lr": 0.01, "mask_rcnn/accuracy": 0.6023296092848419, "mask_rcnn/false_negative": 0.022695112029432772, "mask_rcnn/false_positive": 0.8798840087691423, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.7874632477760315, "total_loss": 2.217123982583871} {"data_time": 0.017213678918778896, "eta_seconds": 191583.42606996186, "iteration": 27719, "loss_fcos_cls": 0.324325131252408, "loss_fcos_ctr": 0.6276679495349526, "loss_fcos_loc": 0.23526421445421875, "loss_mask": 0.642193790525198, "loss_maskiou": 0.0055318974336842075, "loss_sem_seg": 0.3627153988927603, "lr": 0.01, "mask_rcnn/accuracy": 0.6108327259475219, "mask_rcnn/false_negative": 0.02303618520065289, "mask_rcnn/false_positive": 0.8746520648901273, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.0, "time": 0.7800821335986257, "total_loss": 2.2185866005165735} {"data_time": 0.017201674170792103, "eta_seconds": 191353.41463822406, "iteration": 27739, "loss_fcos_cls": 0.3136113614309579, "loss_fcos_ctr": 0.625822629313916, "loss_fcos_loc": 0.23709504422731698, "loss_mask": 0.6368768736720085, "loss_maskiou": 0.0048454367788508534, "loss_sem_seg": 0.3726130463182926, "lr": 0.01, "mask_rcnn/accuracy": 0.6247202548282282, "mask_rcnn/false_negative": 0.04718496717604756, "mask_rcnn/false_positive": 0.8059346495255586, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.0, "time": 0.7937843594700098, "total_loss": 2.161990269058151} {"data_time": 0.01585227530449629, "eta_seconds": 191435.8967606742, "iteration": 27759, "loss_fcos_cls": 0.3237565699964762, "loss_fcos_ctr": 0.6316653164103627, "loss_fcos_loc": 0.2499492650385946, "loss_mask": 0.6444194242358208, "loss_maskiou": 0.00557182558986824, "loss_sem_seg": 0.3558514507021755, "lr": 0.01, "mask_rcnn/accuracy": 0.5924996331287289, "mask_rcnn/false_negative": 0.05817795005477441, "mask_rcnn/false_positive": 0.8239110566389805, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.0, "time": 0.804763812571764, "total_loss": 2.211459912825376} {"data_time": 0.015712065622210503, "eta_seconds": 191420.09135227837, "iteration": 27779, "loss_fcos_cls": 0.3033622899092734, "loss_fcos_ctr": 0.6246482785791159, "loss_fcos_loc": 0.22996384091675282, "loss_mask": 0.6444867514073849, "loss_maskiou": 0.005166045244550332, "loss_sem_seg": 0.3711722297593951, "lr": 0.01, "mask_rcnn/accuracy": 0.5976478859986618, "mask_rcnn/false_negative": 0.024525402389651427, "mask_rcnn/false_positive": 0.8677774732829417, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7916336748749018, "total_loss": 2.1709229280795626} {"data_time": 0.015034772455692291, "eta_seconds": 191609.21041507926, "iteration": 27799, "loss_fcos_cls": 0.31700725737027824, "loss_fcos_ctr": 0.6325805373489857, "loss_fcos_loc": 0.24975627940148115, "loss_mask": 0.6475484482944012, "loss_maskiou": 0.005063104184955591, "loss_sem_seg": 0.37272606417536736, "lr": 0.01, "mask_rcnn/accuracy": 0.6179504476562662, "mask_rcnn/false_negative": 0.044079339631720046, "mask_rcnn/false_positive": 0.8495426952148334, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7969873193651438, "total_loss": 2.2207737965509295} {"data_time": 0.016760009340941906, "eta_seconds": 191588.8847808363, "iteration": 27819, "loss_fcos_cls": 0.32071627816185355, "loss_fcos_ctr": 0.625934399664402, "loss_fcos_loc": 0.23485336266458035, "loss_mask": 0.6434401012957096, "loss_maskiou": 0.005526803703105543, "loss_sem_seg": 0.3799958215095103, "lr": 0.01, "mask_rcnn/accuracy": 0.5957430285198191, "mask_rcnn/false_negative": 0.040647733229299265, "mask_rcnn/false_positive": 0.8526369413188337, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.75, "time": 0.788973081856966, "total_loss": 2.208597802222357} {"data_time": 0.01646557543426752, "eta_seconds": 191453.74346645456, "iteration": 27839, "loss_fcos_cls": 0.3185774628072977, "loss_fcos_ctr": 0.6263626026920974, "loss_fcos_loc": 0.2325828019529581, "loss_mask": 0.6406626291573048, "loss_maskiou": 0.005323671095538884, "loss_sem_seg": 0.33711062045767903, "lr": 0.01, "mask_rcnn/accuracy": 0.6067032232196676, "mask_rcnn/false_negative": 0.07102858656519573, "mask_rcnn/false_positive": 0.7722230953902528, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7900616060942411, "total_loss": 2.151490481403016} {"data_time": 0.015385235659778118, "eta_seconds": 191528.85980599467, "iteration": 27859, "loss_fcos_cls": 0.3200471615418792, "loss_fcos_ctr": 0.6285891700536013, "loss_fcos_loc": 0.24416927248239517, "loss_mask": 0.6419723927974701, "loss_maskiou": 0.0053748171631013975, "loss_sem_seg": 0.3793807504698634, "lr": 0.01, "mask_rcnn/accuracy": 0.5981784209816701, "mask_rcnn/false_negative": 0.03309074525811993, "mask_rcnn/false_positive": 0.825206329049752, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.7996791442856193, "total_loss": 2.2338586182740983} {"data_time": 0.016812562942504883, "eta_seconds": 191422.11925884616, "iteration": 27879, "loss_fcos_cls": 0.32919431384652853, "loss_fcos_ctr": 0.624672350473702, "loss_fcos_loc": 0.22774136811494827, "loss_mask": 0.6400598399341106, "loss_maskiou": 0.005673283041687682, "loss_sem_seg": 0.3491739546880126, "lr": 0.01, "mask_rcnn/accuracy": 0.5885949157225753, "mask_rcnn/false_negative": 0.12038255019890974, "mask_rcnn/false_positive": 0.7302947122075147, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.7952222311869264, "total_loss": 2.2128319623152493} {"data_time": 0.014075761660933495, "eta_seconds": 191406.30715504196, "iteration": 27899, "loss_fcos_cls": 0.319132964592427, "loss_fcos_ctr": 0.6290155397728086, "loss_fcos_loc": 0.2381423944607377, "loss_mask": 0.6409685388207436, "loss_maskiou": 0.005995784042170271, "loss_sem_seg": 0.33962942427024245, "lr": 0.01, "mask_rcnn/accuracy": 0.604640703684071, "mask_rcnn/false_negative": 0.0887417034732688, "mask_rcnn/false_positive": 0.7396751830138875, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.25, "time": 0.7967831296846271, "total_loss": 2.1581625689577777} {"data_time": 0.015030859969556332, "eta_seconds": 191204.76300654095, "iteration": 27919, "loss_fcos_cls": 0.31678575463593006, "loss_fcos_ctr": 0.6261579776182771, "loss_fcos_loc": 0.23229074524715543, "loss_mask": 0.6371083967387676, "loss_maskiou": 0.005630174950056244, "loss_sem_seg": 0.35013131331652403, "lr": 0.01, "mask_rcnn/accuracy": 0.6225046528045179, "mask_rcnn/false_negative": 0.027647436667962474, "mask_rcnn/false_positive": 0.8710631810550986, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.75, "time": 0.7957282261922956, "total_loss": 2.204809504630248} {"data_time": 0.02034708857536316, "eta_seconds": 191188.9662473565, "iteration": 27939, "loss_fcos_cls": 0.3141514945309609, "loss_fcos_ctr": 0.6282654022797942, "loss_fcos_loc": 0.23870370164513588, "loss_mask": 0.6405864618718624, "loss_maskiou": 0.005317119199389708, "loss_sem_seg": 0.33328823931515217, "lr": 0.01, "mask_rcnn/accuracy": 0.5893874076072736, "mask_rcnn/false_negative": 0.05958081930495346, "mask_rcnn/false_positive": 0.7650378458104943, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7840699069201946, "total_loss": 2.161810009434703} {"data_time": 0.015607745386660099, "eta_seconds": 191173.16948817205, "iteration": 27959, "loss_fcos_cls": 0.3094867141917348, "loss_fcos_ctr": 0.6244328152388334, "loss_fcos_loc": 0.23177522188052535, "loss_mask": 0.6431024596095085, "loss_maskiou": 0.005157996334901327, "loss_sem_seg": 0.33539328910410404, "lr": 0.01, "mask_rcnn/accuracy": 0.6161566715138144, "mask_rcnn/false_negative": 0.025432694736103614, "mask_rcnn/false_positive": 0.8200744309601645, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.789158783853054, "total_loss": 2.142448012402383} {"data_time": 0.01574448961764574, "eta_seconds": 191099.9077718556, "iteration": 27979, "loss_fcos_cls": 0.3344602440483868, "loss_fcos_ctr": 0.6271965801715851, "loss_fcos_loc": 0.23883441498037428, "loss_mask": 0.6373549476265907, "loss_maskiou": 0.005322589109709952, "loss_sem_seg": 0.3840893949382007, "lr": 0.01, "mask_rcnn/accuracy": 0.574796272675737, "mask_rcnn/false_negative": 0.02195772941312952, "mask_rcnn/false_positive": 0.8917924047104435, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.0, "time": 0.778671451844275, "total_loss": 2.194910222424369} {"data_time": 0.01685134507715702, "eta_seconds": 191095.49186712038, "iteration": 27999, "loss_fcos_cls": 0.3370325015857816, "loss_fcos_ctr": 0.6267267446964979, "loss_fcos_loc": 0.23033487505745143, "loss_mask": 0.635032270103693, "loss_maskiou": 0.005060392446466722, "loss_sem_seg": 0.33265247428789735, "lr": 0.01, "mask_rcnn/accuracy": 0.6437456052686945, "mask_rcnn/false_negative": 0.022355758437426494, "mask_rcnn/false_positive": 0.8713868022762945, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7984116282314062, "total_loss": 2.1737227240391803} {"data_time": 0.0175657756626606, "eta_seconds": 191079.69891652372, "iteration": 28019, "loss_fcos_cls": 0.31784328492358327, "loss_fcos_ctr": 0.6276540565304458, "loss_fcos_loc": 0.24487651488743722, "loss_mask": 0.6397743374109268, "loss_maskiou": 0.004757531234645285, "loss_sem_seg": 0.370248441118747, "lr": 0.01, "mask_rcnn/accuracy": 0.6078373015873016, "mask_rcnn/false_negative": 0.04459087032247841, "mask_rcnn/false_positive": 0.7915464722836307, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7795796189457178, "total_loss": 2.2426459287962643} {"data_time": 0.01754568237811327, "eta_seconds": 191109.98245143425, "iteration": 28039, "loss_fcos_cls": 0.3223232519812882, "loss_fcos_ctr": 0.6276752687990665, "loss_fcos_loc": 0.23587718326598406, "loss_mask": 0.639781441539526, "loss_maskiou": 0.005395214873715304, "loss_sem_seg": 0.38906390219926834, "lr": 0.01, "mask_rcnn/accuracy": 0.569684062748476, "mask_rcnn/false_negative": 0.06035465747783206, "mask_rcnn/false_positive": 0.7765127515489594, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7886789487674832, "total_loss": 2.232976839217372} {"data_time": 0.015454256907105446, "eta_seconds": 191094.1856922498, "iteration": 28059, "loss_fcos_cls": 0.31991424690932035, "loss_fcos_ctr": 0.6285217357799411, "loss_fcos_loc": 0.23899684776552022, "loss_mask": 0.6425252258777618, "loss_maskiou": 0.005100116446556058, "loss_sem_seg": 0.35440464271232486, "lr": 0.01, "mask_rcnn/accuracy": 0.5805722891566265, "mask_rcnn/false_negative": 0.07427013772637973, "mask_rcnn/false_positive": 0.7177216717698734, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.785101868212223, "total_loss": 2.2115792178815354} {"data_time": 0.015130597166717052, "eta_seconds": 191279.36998129357, "iteration": 28079, "loss_fcos_cls": 0.31707706209272146, "loss_fcos_ctr": 0.6248896112665534, "loss_fcos_loc": 0.2336305717471987, "loss_mask": 0.6386478021740913, "loss_maskiou": 0.005938056191553187, "loss_sem_seg": 0.3605224257335067, "lr": 0.01, "mask_rcnn/accuracy": 0.6274400917281806, "mask_rcnn/false_negative": 0.020023966749937967, "mask_rcnn/false_positive": 0.8690492756789446, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7923655789345503, "total_loss": 2.1772615388108534} {"data_time": 0.0169649301096797, "eta_seconds": 191062.5921738809, "iteration": 28099, "loss_fcos_cls": 0.31673100241459906, "loss_fcos_ctr": 0.6270029987208545, "loss_fcos_loc": 0.23752755229361355, "loss_mask": 0.6442805156111717, "loss_maskiou": 0.005387552773754578, "loss_sem_seg": 0.3764063895214349, "lr": 0.01, "mask_rcnn/accuracy": 0.6024771750805585, "mask_rcnn/false_negative": 0.06575264877220885, "mask_rcnn/false_positive": 0.7122567174234309, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.7985598603263497, "total_loss": 2.2028178756745547} {"data_time": 0.01504762377589941, "eta_seconds": 191282.49574232474, "iteration": 28119, "loss_fcos_cls": 0.3200638433918357, "loss_fcos_ctr": 0.6274423082359135, "loss_fcos_loc": 0.2420218059560284, "loss_mask": 0.6425155289471149, "loss_maskiou": 0.005321238460965105, "loss_sem_seg": 0.39081821916624904, "lr": 0.01, "mask_rcnn/accuracy": 0.5918029143475572, "mask_rcnn/false_negative": 0.12162057401774803, "mask_rcnn/false_positive": 0.6925642538161939, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.0, "time": 0.7850496163591743, "total_loss": 2.2311983683812286} {"data_time": 0.01645735278725624, "eta_seconds": 191326.09564938955, "iteration": 28139, "loss_fcos_cls": 0.3240468120202422, "loss_fcos_ctr": 0.6269405353814363, "loss_fcos_loc": 0.23738338332623243, "loss_mask": 0.6414160169661045, "loss_maskiou": 0.004943651852954645, "loss_sem_seg": 0.3611576436087489, "lr": 0.01, "mask_rcnn/accuracy": 0.5854560777232971, "mask_rcnn/false_negative": 0.0360658939980785, "mask_rcnn/false_positive": 0.8466025972221318, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.800945264287293, "total_loss": 2.203953749485663} {"data_time": 0.015978174284100533, "eta_seconds": 191310.27448800765, "iteration": 28159, "loss_fcos_cls": 0.32410622271709144, "loss_fcos_ctr": 0.6270795566961169, "loss_fcos_loc": 0.24185851559741423, "loss_mask": 0.643400251865387, "loss_maskiou": 0.005213189811911434, "loss_sem_seg": 0.35010173451155424, "lr": 0.01, "mask_rcnn/accuracy": 0.5990044474084741, "mask_rcnn/false_negative": 0.10584007711129825, "mask_rcnn/false_positive": 0.7462443462730549, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.7871352918446064, "total_loss": 2.191340683028102} {"data_time": 0.016979067586362362, "eta_seconds": 191235.0469979234, "iteration": 28179, "loss_fcos_cls": 0.3197386267129332, "loss_fcos_ctr": 0.6295910123735666, "loss_fcos_loc": 0.24165084620472044, "loss_mask": 0.6389369927346706, "loss_maskiou": 0.005510936171049252, "loss_sem_seg": 0.4044141862541437, "lr": 0.01, "mask_rcnn/accuracy": 0.5925446027467591, "mask_rcnn/false_negative": 0.05202493573319654, "mask_rcnn/false_positive": 0.8508115086305273, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.75, "time": 0.7783623011782765, "total_loss": 2.2279887577169575} {"data_time": 0.015976065769791603, "eta_seconds": 191129.46632890776, "iteration": 28199, "loss_fcos_cls": 0.31527849612757564, "loss_fcos_ctr": 0.6258841743692756, "loss_fcos_loc": 0.2276689624413848, "loss_mask": 0.6399302519857883, "loss_maskiou": 0.004868752512265928, "loss_sem_seg": 0.3362550581805408, "lr": 0.01, "mask_rcnn/accuracy": 0.6142134860273223, "mask_rcnn/false_negative": 0.07713125593859542, "mask_rcnn/false_positive": 0.7517755076495793, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.77062520198524, "total_loss": 2.146944647982309} {"data_time": 0.015926779247820377, "eta_seconds": 191032.716378822, "iteration": 28219, "loss_fcos_cls": 0.33117452706210315, "loss_fcos_ctr": 0.6295963265001774, "loss_fcos_loc": 0.24672743352130055, "loss_mask": 0.6409340053796768, "loss_maskiou": 0.005004710885259556, "loss_sem_seg": 0.37647343520075083, "lr": 0.01, "mask_rcnn/accuracy": 0.6122612506541079, "mask_rcnn/false_negative": 0.1026567157488833, "mask_rcnn/false_positive": 0.7174181552132025, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.8130155401304364, "total_loss": 2.2294768012143322} {"data_time": 0.016103521920740604, "eta_seconds": 190905.97645996045, "iteration": 28239, "loss_fcos_cls": 0.3367038597352803, "loss_fcos_ctr": 0.625188959762454, "loss_fcos_loc": 0.2428469534497708, "loss_mask": 0.6382350996136665, "loss_maskiou": 0.005315348622389138, "loss_sem_seg": 0.355228366330266, "lr": 0.01, "mask_rcnn/accuracy": 0.5752157224869905, "mask_rcnn/false_negative": 0.09137127963530028, "mask_rcnn/false_positive": 0.7034332217489346, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.0, "time": 0.7808286109939218, "total_loss": 2.222236960020382} {"data_time": 0.01699705608189106, "eta_seconds": 190822.27757955063, "iteration": 28259, "loss_fcos_cls": 0.32234763726592064, "loss_fcos_ctr": 0.6287941206246614, "loss_fcos_loc": 0.24223980121314526, "loss_mask": 0.6409146375954151, "loss_maskiou": 0.0054976427418296225, "loss_sem_seg": 0.36211653519421816, "lr": 0.01, "mask_rcnn/accuracy": 0.6065320164763153, "mask_rcnn/false_negative": 0.08277296171652081, "mask_rcnn/false_positive": 0.7846745878649928, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.0, "time": 0.7871097102761269, "total_loss": 2.2111376258544624} {"data_time": 0.016237691044807434, "eta_seconds": 190909.68378189392, "iteration": 28279, "loss_fcos_cls": 0.3044178821146488, "loss_fcos_ctr": 0.6289779590442777, "loss_fcos_loc": 0.23812330747023225, "loss_mask": 0.6427235677838326, "loss_maskiou": 0.0046252749671111815, "loss_sem_seg": 0.3529962655156851, "lr": 0.01, "mask_rcnn/accuracy": 0.6217115984024271, "mask_rcnn/false_negative": 0.029448916815995513, "mask_rcnn/false_positive": 0.8702623899366928, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.25, "time": 0.7923655370250344, "total_loss": 2.167333658100688} {"data_time": 0.01817955542355776, "eta_seconds": 190953.06892195903, "iteration": 28299, "loss_fcos_cls": 0.3359281811863184, "loss_fcos_ctr": 0.6288338620215654, "loss_fcos_loc": 0.23724906519055367, "loss_mask": 0.6449783146381378, "loss_maskiou": 0.004948493635311024, "loss_sem_seg": 0.3802493759430945, "lr": 0.01, "mask_rcnn/accuracy": 0.6034732914032386, "mask_rcnn/false_negative": 0.05540997359163144, "mask_rcnn/false_positive": 0.8321958628528874, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.7974777743220329, "total_loss": 2.2169103310043283} {"data_time": 0.01605754904448986, "eta_seconds": 190878.09204037674, "iteration": 28319, "loss_fcos_cls": 0.3118236712180078, "loss_fcos_ctr": 0.6278003524057567, "loss_fcos_loc": 0.23372181504964828, "loss_mask": 0.6472962684929371, "loss_maskiou": 0.005413088103523478, "loss_sem_seg": 0.34361021127551794, "lr": 0.01, "mask_rcnn/accuracy": 0.5934687336473051, "mask_rcnn/false_negative": 0.08360398616519077, "mask_rcnn/false_positive": 0.8213673126696046, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.5, "time": 0.7721397234126925, "total_loss": 2.159945267092553} {"data_time": 0.016264677047729492, "eta_seconds": 190788.04496659245, "iteration": 28339, "loss_fcos_cls": 0.3158780634403229, "loss_fcos_ctr": 0.6237155282869935, "loss_fcos_loc": 0.2237451313994825, "loss_mask": 0.6400537565350533, "loss_maskiou": 0.0048446919754496776, "loss_sem_seg": 0.34975366201251745, "lr": 0.01, "mask_rcnn/accuracy": 0.6136713791910895, "mask_rcnn/false_negative": 0.04038162034464646, "mask_rcnn/false_positive": 0.8301614429402289, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7892569424584508, "total_loss": 2.1631713962269714} {"data_time": 0.015796936117112637, "eta_seconds": 190740.32777981088, "iteration": 28359, "loss_fcos_cls": 0.329780634958297, "loss_fcos_ctr": 0.625725663267076, "loss_fcos_loc": 0.2361941710114479, "loss_mask": 0.6450810320675373, "loss_maskiou": 0.005162560992175713, "loss_sem_seg": 0.417022290173918, "lr": 0.01, "mask_rcnn/accuracy": 0.6313869297719088, "mask_rcnn/false_negative": 0.053056042624542166, "mask_rcnn/false_positive": 0.8223233907008776, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 25.0, "time": 0.777138464152813, "total_loss": 2.24593510881823} {"data_time": 0.01593603380024433, "eta_seconds": 190543.35113262944, "iteration": 28379, "loss_fcos_cls": 0.3241481394506991, "loss_fcos_ctr": 0.6261088959872723, "loss_fcos_loc": 0.23635884025134146, "loss_mask": 0.6468832045793533, "loss_maskiou": 0.00492250089882873, "loss_sem_seg": 0.37328058388084173, "lr": 0.01, "mask_rcnn/accuracy": 0.6113671274961598, "mask_rcnn/false_negative": 0.06048819427840626, "mask_rcnn/false_positive": 0.7634277381942776, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 38.0, "time": 0.7891032341867685, "total_loss": 2.2020936522749253} {"data_time": 0.015430137515068054, "eta_seconds": 190527.57904732786, "iteration": 28399, "loss_fcos_cls": 0.3334865439683199, "loss_fcos_ctr": 0.6288945646956563, "loss_fcos_loc": 0.24175940407440066, "loss_mask": 0.6349453218281269, "loss_maskiou": 0.005105845149955712, "loss_sem_seg": 0.37430928461253643, "lr": 0.01, "mask_rcnn/accuracy": 0.5994787540494602, "mask_rcnn/false_negative": 0.0858995659580758, "mask_rcnn/false_positive": 0.7189873283759769, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.5, "time": 0.7936217756941915, "total_loss": 2.2296102530308417} {"data_time": 0.016604047268629074, "eta_seconds": 190459.6786162723, "iteration": 28419, "loss_fcos_cls": 0.3265156529378146, "loss_fcos_ctr": 0.6316274227574468, "loss_fcos_loc": 0.2472122493200004, "loss_mask": 0.6484527215361595, "loss_maskiou": 0.005185681307921186, "loss_sem_seg": 0.3616150817833841, "lr": 0.01, "mask_rcnn/accuracy": 0.6151816634221682, "mask_rcnn/false_negative": 0.027580709745970655, "mask_rcnn/false_positive": 0.8528228728536524, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.786745173856616, "total_loss": 2.239864334129379} {"data_time": 0.01572372578084469, "eta_seconds": 190496.0348767247, "iteration": 28439, "loss_fcos_cls": 0.3187274867668748, "loss_fcos_ctr": 0.6267632758244872, "loss_fcos_loc": 0.23136216634884477, "loss_mask": 0.6395007967948914, "loss_maskiou": 0.005458512016048189, "loss_sem_seg": 0.3359090215526521, "lr": 0.01, "mask_rcnn/accuracy": 0.6354902574554229, "mask_rcnn/false_negative": 0.06609016436282186, "mask_rcnn/false_positive": 0.7906166819871872, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.75, "time": 0.7917904062196612, "total_loss": 2.1480159668535634} {"data_time": 0.015370112843811512, "eta_seconds": 190405.39654623065, "iteration": 28459, "loss_fcos_cls": 0.3189426506869495, "loss_fcos_ctr": 0.6282555349171162, "loss_fcos_loc": 0.23859223211184144, "loss_mask": 0.6418708525598049, "loss_maskiou": 0.005196237834752537, "loss_sem_seg": 0.32327614445239305, "lr": 0.01, "mask_rcnn/accuracy": 0.5996327846614836, "mask_rcnn/false_negative": 0.06253914251544895, "mask_rcnn/false_positive": 0.8466804510767036, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7882028315216303, "total_loss": 2.156214415692375} {"data_time": 0.016126285307109356, "eta_seconds": 190444.17984437663, "iteration": 28479, "loss_fcos_cls": 0.31568798422813416, "loss_fcos_ctr": 0.6264871750026941, "loss_fcos_loc": 0.23413197335321456, "loss_mask": 0.6456588953733444, "loss_maskiou": 0.005650728715409059, "loss_sem_seg": 0.3760501015931368, "lr": 0.01, "mask_rcnn/accuracy": 0.6224498435635262, "mask_rcnn/false_negative": 0.05131302287488082, "mask_rcnn/false_positive": 0.8488357422631784, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7801727904006839, "total_loss": 2.1891811448076623} {"data_time": 0.018062210641801357, "eta_seconds": 190448.71862081997, "iteration": 28499, "loss_fcos_cls": 0.32735220110043883, "loss_fcos_ctr": 0.6266064150258899, "loss_fcos_loc": 0.23461881652474403, "loss_mask": 0.6471596583724022, "loss_maskiou": 0.0053630708698619856, "loss_sem_seg": 0.32636088505387306, "lr": 0.01, "mask_rcnn/accuracy": 0.6370806301243901, "mask_rcnn/false_negative": 0.07875971828298436, "mask_rcnn/false_positive": 0.7196164652879004, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 46.0, "time": 0.7894130181521177, "total_loss": 2.155768069653277} {"data_time": 0.015307966619729996, "eta_seconds": 190412.63903759886, "iteration": 28519, "loss_fcos_cls": 0.3241299301153049, "loss_fcos_ctr": 0.6278671007603407, "loss_fcos_loc": 0.24021994543727487, "loss_mask": 0.6402111928910017, "loss_maskiou": 0.00521515417858609, "loss_sem_seg": 0.3797582419356331, "lr": 0.01, "mask_rcnn/accuracy": 0.6302906178872674, "mask_rcnn/false_negative": 0.023009276946669356, "mask_rcnn/false_positive": 0.8234600294142724, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.0, "time": 0.7893293285742402, "total_loss": 2.1928621913684765} {"data_time": 0.01624174602329731, "eta_seconds": 190396.86863420997, "iteration": 28539, "loss_fcos_cls": 0.31056347070261836, "loss_fcos_ctr": 0.6279161460697651, "loss_fcos_loc": 0.2408544805366546, "loss_mask": 0.6460770480334759, "loss_maskiou": 0.005021698772907257, "loss_sem_seg": 0.36708022467792034, "lr": 0.01, "mask_rcnn/accuracy": 0.5867171065213234, "mask_rcnn/false_negative": 0.04180507913605197, "mask_rcnn/false_positive": 0.8229921372376894, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7935055838897824, "total_loss": 2.2188897146843374} {"data_time": 0.018359038047492504, "eta_seconds": 190394.3829273479, "iteration": 28559, "loss_fcos_cls": 0.33094441378489137, "loss_fcos_ctr": 0.6268464401364326, "loss_fcos_loc": 0.236822591512464, "loss_mask": 0.6436956077814102, "loss_maskiou": 0.005966054406599142, "loss_sem_seg": 0.34924830915406346, "lr": 0.01, "mask_rcnn/accuracy": 0.6039016361759281, "mask_rcnn/false_negative": 0.03296836221719396, "mask_rcnn/false_positive": 0.8037527504727396, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.7943841172382236, "total_loss": 2.17258739774843} {"data_time": 0.017666135914623737, "eta_seconds": 190333.53645865805, "iteration": 28579, "loss_fcos_cls": 0.33682372700423, "loss_fcos_ctr": 0.6277358140796423, "loss_fcos_loc": 0.23663400008808821, "loss_mask": 0.6485543549060822, "loss_maskiou": 0.005003115824365523, "loss_sem_seg": 0.3541692877188325, "lr": 0.01, "mask_rcnn/accuracy": 0.6143743211570343, "mask_rcnn/false_negative": 0.05565763406549998, "mask_rcnn/false_positive": 0.7644613353325125, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7769023422151804, "total_loss": 2.2334047591284616} {"data_time": 0.017215275205671787, "eta_seconds": 190364.06092904136, "iteration": 28599, "loss_fcos_cls": 0.30448414850980043, "loss_fcos_ctr": 0.6243969472125173, "loss_fcos_loc": 0.23011170770041645, "loss_mask": 0.6374908871948719, "loss_maskiou": 0.005304540645738598, "loss_sem_seg": 0.33391157328151166, "lr": 0.01, "mask_rcnn/accuracy": 0.6364719995140913, "mask_rcnn/false_negative": 0.07559987698882209, "mask_rcnn/false_positive": 0.7772130410650071, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.75, "time": 0.790437669493258, "total_loss": 2.158044216754206} {"data_time": 0.015616591088473797, "eta_seconds": 190354.0861090105, "iteration": 28619, "loss_fcos_cls": 0.315393049037084, "loss_fcos_ctr": 0.6258431579917669, "loss_fcos_loc": 0.2355811487068422, "loss_mask": 0.6453925296664238, "loss_maskiou": 0.00570875704579521, "loss_sem_seg": 0.36610483564436436, "lr": 0.01, "mask_rcnn/accuracy": 0.5984361707564156, "mask_rcnn/false_negative": 0.028279961612390436, "mask_rcnn/false_positive": 0.8618144911198851, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7845262661576271, "total_loss": 2.2261749658209737} {"data_time": 0.014792903326451778, "eta_seconds": 190551.19908128213, "iteration": 28639, "loss_fcos_cls": 0.32294428115710616, "loss_fcos_ctr": 0.6279433351010084, "loss_fcos_loc": 0.234061362571083, "loss_mask": 0.6457443460822105, "loss_maskiou": 0.006055291058146395, "loss_sem_seg": 0.3874323857598938, "lr": 0.01, "mask_rcnn/accuracy": 0.6420950884465628, "mask_rcnn/false_negative": 0.036575331523202984, "mask_rcnn/false_positive": 0.8603777998100587, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.8047820208594203, "total_loss": 2.253027072598343} {"data_time": 0.01570953708142042, "eta_seconds": 190560.17141169962, "iteration": 28659, "loss_fcos_cls": 0.3255170965567231, "loss_fcos_ctr": 0.6296537797898054, "loss_fcos_loc": 0.2457608743570745, "loss_mask": 0.6481223627924919, "loss_maskiou": 0.005463181820232421, "loss_sem_seg": 0.3664243631064892, "lr": 0.01, "mask_rcnn/accuracy": 0.596145368466797, "mask_rcnn/false_negative": 0.02022129733011902, "mask_rcnn/false_positive": 0.8727113293167987, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7970342142507434, "total_loss": 2.225682170173968} {"data_time": 0.017015443183481693, "eta_seconds": 190625.30183955003, "iteration": 28679, "loss_fcos_cls": 0.31321887904778123, "loss_fcos_ctr": 0.6313433917239308, "loss_fcos_loc": 0.24996224010828882, "loss_mask": 0.6491509936749935, "loss_maskiou": 0.005653429368976504, "loss_sem_seg": 0.32170990062877536, "lr": 0.01, "mask_rcnn/accuracy": 0.591190971075704, "mask_rcnn/false_negative": 0.07709999903525244, "mask_rcnn/false_positive": 0.7530222254792562, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.0, "time": 0.8020477890968323, "total_loss": 2.194213439768646} {"data_time": 0.01716505642980337, "eta_seconds": 190609.5033552209, "iteration": 28699, "loss_fcos_cls": 0.3223763951100409, "loss_fcos_ctr": 0.628264747094363, "loss_fcos_loc": 0.24068200087640435, "loss_mask": 0.6434225551784039, "loss_maskiou": 0.00572361840022495, "loss_sem_seg": 0.3365624649450183, "lr": 0.01, "mask_rcnn/accuracy": 0.6128257187317266, "mask_rcnn/false_negative": 0.0730108732084952, "mask_rcnn/false_positive": 0.8193468897343213, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.75, "time": 0.7904482483863831, "total_loss": 2.1893597653161123} {"data_time": 0.017878481186926365, "eta_seconds": 190609.16135394294, "iteration": 28719, "loss_fcos_cls": 0.32599222799763083, "loss_fcos_ctr": 0.6298873759806156, "loss_fcos_loc": 0.24150741565972567, "loss_mask": 0.649073913693428, "loss_maskiou": 0.00563129629517789, "loss_sem_seg": 0.3480558367446065, "lr": 0.01, "mask_rcnn/accuracy": 0.6324382678166948, "mask_rcnn/false_negative": 0.015567089245038607, "mask_rcnn/false_positive": 0.8848496437370499, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.25, "time": 0.7916493704542518, "total_loss": 2.206941661752353} {"data_time": 0.017360638827085495, "eta_seconds": 190548.87934966292, "iteration": 28739, "loss_fcos_cls": 0.3196728869806975, "loss_fcos_ctr": 0.6282346602529287, "loss_fcos_loc": 0.2362474501132965, "loss_mask": 0.6424813494086266, "loss_maskiou": 0.005813693926029373, "loss_sem_seg": 0.4132888847962022, "lr": 0.01, "mask_rcnn/accuracy": 0.6057074601217444, "mask_rcnn/false_negative": 0.03152998623428323, "mask_rcnn/false_positive": 0.8848833793810831, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7822252558544278, "total_loss": 2.2345199236660847} {"data_time": 0.015505833551287651, "eta_seconds": 190477.21266628057, "iteration": 28759, "loss_fcos_cls": 0.3101746626198292, "loss_fcos_ctr": 0.6305046295747161, "loss_fcos_loc": 0.2447765376418829, "loss_mask": 0.6373987682163715, "loss_maskiou": 0.004947826550051104, "loss_sem_seg": 0.3836816262919456, "lr": 0.01, "mask_rcnn/accuracy": 0.598066865294289, "mask_rcnn/false_negative": 0.12094432919620618, "mask_rcnn/false_positive": 0.7518515791928475, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7822264479473233, "total_loss": 2.1857732908028993} {"data_time": 0.016890447586774826, "eta_seconds": 190517.28719355818, "iteration": 28779, "loss_fcos_cls": 0.3226946219801903, "loss_fcos_ctr": 0.6295848819427192, "loss_fcos_loc": 0.23948243213817477, "loss_mask": 0.6443781778216362, "loss_maskiou": 0.005241624152404256, "loss_sem_seg": 0.3828556975349784, "lr": 0.01, "mask_rcnn/accuracy": 0.6369357169097147, "mask_rcnn/false_negative": 0.030673899255540548, "mask_rcnn/false_positive": 0.864774701062932, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7995302490890026, "total_loss": 2.2189593161601806} {"data_time": 0.01732934731990099, "eta_seconds": 190501.4911155058, "iteration": 28799, "loss_fcos_cls": 0.31671910965815187, "loss_fcos_ctr": 0.6283241361379623, "loss_fcos_loc": 0.23671614192426205, "loss_mask": 0.6403829492628574, "loss_maskiou": 0.005363025615224615, "loss_sem_seg": 0.33295002952218056, "lr": 0.01, "mask_rcnn/accuracy": 0.622372769862662, "mask_rcnn/false_negative": 0.08470118665420652, "mask_rcnn/false_positive": 0.7848710188799463, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.0, "time": 0.7959163840860128, "total_loss": 2.1470917622500565} {"data_time": 0.016897857189178467, "eta_seconds": 190429.83832792193, "iteration": 28819, "loss_fcos_cls": 0.3375873939367011, "loss_fcos_ctr": 0.6287515228614211, "loss_fcos_loc": 0.24567982810549438, "loss_mask": 0.6422489210963249, "loss_maskiou": 0.0053693673507950734, "loss_sem_seg": 0.3695064662024379, "lr": 0.01, "mask_rcnn/accuracy": 0.6348418997228521, "mask_rcnn/false_negative": 0.061379008722527224, "mask_rcnn/false_positive": 0.7971745880617735, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.5, "time": 0.7816502777859569, "total_loss": 2.232028979633469} {"data_time": 0.017798890359699726, "eta_seconds": 190384.81828293856, "iteration": 28839, "loss_fcos_cls": 0.32512415922246873, "loss_fcos_ctr": 0.6289466451853514, "loss_fcos_loc": 0.24576237809378654, "loss_mask": 0.645162470638752, "loss_maskiou": 0.004949369795212988, "loss_sem_seg": 0.3413128313841298, "lr": 0.01, "mask_rcnn/accuracy": 0.604707123233909, "mask_rcnn/false_negative": 0.03049045728401113, "mask_rcnn/false_positive": 0.8672874502099922, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7934103896841407, "total_loss": 2.1974942035012646} {"data_time": 0.015018451027572155, "eta_seconds": 190179.84908448346, "iteration": 28859, "loss_fcos_cls": 0.3279767243657261, "loss_fcos_ctr": 0.6281295320950449, "loss_fcos_loc": 0.2371592529816553, "loss_mask": 0.6435843966901302, "loss_maskiou": 0.005196282705583144, "loss_sem_seg": 0.36792235635221004, "lr": 0.01, "mask_rcnn/accuracy": 0.5852248868630607, "mask_rcnn/false_negative": 0.026996920319327745, "mask_rcnn/false_positive": 0.8854523066876193, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7862771488726139, "total_loss": 2.2025512427353533} {"data_time": 0.017024685628712177, "eta_seconds": 190149.04900009, "iteration": 28879, "loss_fcos_cls": 0.33262687362730503, "loss_fcos_ctr": 0.6243885373696685, "loss_fcos_loc": 0.2386797301005572, "loss_mask": 0.6367672681808472, "loss_maskiou": 0.006102652710978873, "loss_sem_seg": 0.38689266983419657, "lr": 0.01, "mask_rcnn/accuracy": 0.6090829875906406, "mask_rcnn/false_negative": 0.033110085366009484, "mask_rcnn/false_positive": 0.8564264702698567, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7884533610194921, "total_loss": 2.212807202609838} {"data_time": 0.016613430343568325, "eta_seconds": 190148.30242106505, "iteration": 28899, "loss_fcos_cls": 0.312041443772614, "loss_fcos_ctr": 0.6254447270184755, "loss_fcos_loc": 0.23133161757141352, "loss_mask": 0.6375909503549337, "loss_maskiou": 0.004929227266984526, "loss_sem_seg": 0.3879127884283662, "lr": 0.01, "mask_rcnn/accuracy": 0.6105164253004784, "mask_rcnn/false_negative": 0.06556829005644593, "mask_rcnn/false_positive": 0.8152509494620005, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.5, "time": 0.7917474517598748, "total_loss": 2.207807141545345} {"data_time": 0.016970214433968067, "eta_seconds": 190111.71524904296, "iteration": 28919, "loss_fcos_cls": 0.32678765105083585, "loss_fcos_ctr": 0.6271300264634192, "loss_fcos_loc": 0.23332428722642362, "loss_mask": 0.6421241872012615, "loss_maskiou": 0.006022874033078551, "loss_sem_seg": 0.3756718917284161, "lr": 0.01, "mask_rcnn/accuracy": 0.5978133208729036, "mask_rcnn/false_negative": 0.039660640591832365, "mask_rcnn/false_positive": 0.8239740137188167, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.784863862209022, "total_loss": 2.200332926135161} {"data_time": 0.015473627485334873, "eta_seconds": 190101.73274418525, "iteration": 28939, "loss_fcos_cls": 0.33691962133161724, "loss_fcos_ctr": 0.6260294830426574, "loss_fcos_loc": 0.22046344866976142, "loss_mask": 0.6349195335060358, "loss_maskiou": 0.005526953667867929, "loss_sem_seg": 0.3730000383220613, "lr": 0.01, "mask_rcnn/accuracy": 0.6040660683916423, "mask_rcnn/false_negative": 0.16949426648812504, "mask_rcnn/false_positive": 0.6194440028217615, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.787314479239285, "total_loss": 2.2138840940096998} {"data_time": 0.015140132047235966, "eta_seconds": 190085.96065888368, "iteration": 28959, "loss_fcos_cls": 0.31605901243165135, "loss_fcos_ctr": 0.6265750336460769, "loss_fcos_loc": 0.23057673475705087, "loss_mask": 0.6398875005543232, "loss_maskiou": 0.004623955384886358, "loss_sem_seg": 0.3947176430374384, "lr": 0.01, "mask_rcnn/accuracy": 0.6316800758765044, "mask_rcnn/false_negative": 0.06683901898706912, "mask_rcnn/false_positive": 0.7648458084871972, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 25.75, "time": 0.7928553726524115, "total_loss": 2.228084206857602} {"data_time": 0.015523849986493587, "eta_seconds": 190070.1885735821, "iteration": 28979, "loss_fcos_cls": 0.32275422813836485, "loss_fcos_ctr": 0.6293249297887087, "loss_fcos_loc": 0.243037439417094, "loss_mask": 0.6442297026515007, "loss_maskiou": 0.005006890321965329, "loss_sem_seg": 0.38137167878448963, "lr": 0.01, "mask_rcnn/accuracy": 0.6170469900288882, "mask_rcnn/false_negative": 0.06765789859423565, "mask_rcnn/false_positive": 0.8036818484334664, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.75, "time": 0.7808624850586057, "total_loss": 2.2300751267612213} {"data_time": 0.015439205802977085, "eta_seconds": 190069.43576251902, "iteration": 28999, "loss_fcos_cls": 0.33561699418351054, "loss_fcos_ctr": 0.6269650300964713, "loss_fcos_loc": 0.23745856923051178, "loss_mask": 0.6401913613080978, "loss_maskiou": 0.005155466802534647, "loss_sem_seg": 0.3620215253904462, "lr": 0.01, "mask_rcnn/accuracy": 0.6057123588351596, "mask_rcnn/false_negative": 0.08514975665690497, "mask_rcnn/false_positive": 0.6928678510680565, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 27.75, "time": 0.8012646101415157, "total_loss": 2.226129201131698} {"data_time": 0.01779296714812517, "eta_seconds": 190179.98591342848, "iteration": 29019, "loss_fcos_cls": 0.33314821124076843, "loss_fcos_ctr": 0.6282457895576954, "loss_fcos_loc": 0.24218642117921263, "loss_mask": 0.6378851532936096, "loss_maskiou": 0.0051593476891866885, "loss_sem_seg": 0.3846278216224164, "lr": 0.01, "mask_rcnn/accuracy": 0.6517656359587815, "mask_rcnn/false_negative": 0.054476237208399905, "mask_rcnn/false_positive": 0.7769323814736003, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.5, "time": 0.8008291572332382, "total_loss": 2.2497787870961474} {"data_time": 0.015219992026686668, "eta_seconds": 190174.48445023783, "iteration": 29039, "loss_fcos_cls": 0.31510707922279835, "loss_fcos_ctr": 0.6280761705711484, "loss_fcos_loc": 0.23734635836444795, "loss_mask": 0.6402296498417854, "loss_maskiou": 0.0055005452450132, "loss_sem_seg": 0.3558489982970059, "lr": 0.01, "mask_rcnn/accuracy": 0.6243915176229611, "mask_rcnn/false_negative": 0.10472234193708946, "mask_rcnn/false_positive": 0.716703339213064, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.25, "time": 0.802728584036231, "total_loss": 2.17106586661248} {"data_time": 0.017118627205491066, "eta_seconds": 190096.0959324306, "iteration": 29059, "loss_fcos_cls": 0.33816170133650303, "loss_fcos_ctr": 0.6267051757313311, "loss_fcos_loc": 0.23927904444281012, "loss_mask": 0.6453937403857708, "loss_maskiou": 0.005146264506038278, "loss_sem_seg": 0.36757919285446405, "lr": 0.01, "mask_rcnn/accuracy": 0.6169121680930436, "mask_rcnn/false_negative": 0.11917499963347691, "mask_rcnn/false_positive": 0.7311788279535523, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 38.0, "time": 0.7697795536369085, "total_loss": 2.232703928664705} {"data_time": 0.0177532397210598, "eta_seconds": 190080.31645978522, "iteration": 29079, "loss_fcos_cls": 0.3159691304899752, "loss_fcos_ctr": 0.6278510857373476, "loss_fcos_loc": 0.2335552596487105, "loss_mask": 0.6405622474849224, "loss_maskiou": 0.004874858677794691, "loss_sem_seg": 0.37021417962387204, "lr": 0.01, "mask_rcnn/accuracy": 0.6261246379064858, "mask_rcnn/false_negative": 0.03347224365700745, "mask_rcnn/false_positive": 0.8234840952407728, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7963603138923645, "total_loss": 2.1655322370315844} {"data_time": 0.01537773571908474, "eta_seconds": 190064.53698713984, "iteration": 29099, "loss_fcos_cls": 0.33434503711760044, "loss_fcos_ctr": 0.62798788305372, "loss_fcos_loc": 0.23272080277092755, "loss_mask": 0.6476227715611458, "loss_maskiou": 0.00591960583551554, "loss_sem_seg": 0.36542535154148936, "lr": 0.01, "mask_rcnn/accuracy": 0.6010210724914966, "mask_rcnn/false_negative": 0.06566725261519675, "mask_rcnn/false_positive": 0.7949282915918445, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.0, "time": 0.790550815872848, "total_loss": 2.2067079246771755} {"data_time": 0.01674005016684532, "eta_seconds": 190048.75751449447, "iteration": 29119, "loss_fcos_cls": 0.30959006724879146, "loss_fcos_ctr": 0.6276423987001181, "loss_fcos_loc": 0.2417762114200741, "loss_mask": 0.6345254071056843, "loss_maskiou": 0.005099058149426128, "loss_sem_seg": 0.36964081693440676, "lr": 0.01, "mask_rcnn/accuracy": 0.5999431208495303, "mask_rcnn/false_negative": 0.03726524338562212, "mask_rcnn/false_positive": 0.8015224320118, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.75, "time": 0.7795313308015466, "total_loss": 2.1924592787963775} {"data_time": 0.016119595617055893, "eta_seconds": 189955.0999935083, "iteration": 29139, "loss_fcos_cls": 0.3031997876241803, "loss_fcos_ctr": 0.6260186973959208, "loss_fcos_loc": 0.2375667430460453, "loss_mask": 0.6440517753362656, "loss_maskiou": 0.005350409948732704, "loss_sem_seg": 0.3893082430586219, "lr": 0.01, "mask_rcnn/accuracy": 0.6073067557442557, "mask_rcnn/false_negative": 0.016539686148781596, "mask_rcnn/false_positive": 0.8957673191779996, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7687617130577564, "total_loss": 2.222643863206031} {"data_time": 0.01938512083142996, "eta_seconds": 190069.49920274224, "iteration": 29159, "loss_fcos_cls": 0.3282175639178604, "loss_fcos_ctr": 0.6285361940972507, "loss_fcos_loc": 0.2389895017258823, "loss_mask": 0.6408555619418621, "loss_maskiou": 0.005391833154135384, "loss_sem_seg": 0.32430604565888643, "lr": 0.01, "mask_rcnn/accuracy": 0.6363679424024251, "mask_rcnn/false_negative": 0.01987868540029505, "mask_rcnn/false_positive": 0.8549459081351839, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.802024451084435, "total_loss": 2.177299316159406} {"data_time": 0.0164262680336833, "eta_seconds": 190063.99176543392, "iteration": 29179, "loss_fcos_cls": 0.3206289599183947, "loss_fcos_ctr": 0.6273909131996334, "loss_fcos_loc": 0.23737599747255445, "loss_mask": 0.6415919624269009, "loss_maskiou": 0.004844529219553806, "loss_sem_seg": 0.37596754007972777, "lr": 0.01, "mask_rcnn/accuracy": 0.6117704328108055, "mask_rcnn/false_negative": 0.06348859554109917, "mask_rcnn/false_positive": 0.7933498089951123, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7911002589389682, "total_loss": 2.2039618502822123} {"data_time": 0.016257270239293575, "eta_seconds": 190048.20709617622, "iteration": 29199, "loss_fcos_cls": 0.3098467264790088, "loss_fcos_ctr": 0.6283188471570611, "loss_fcos_loc": 0.23981001041829586, "loss_mask": 0.6412526555359364, "loss_maskiou": 0.0053782562899868935, "loss_sem_seg": 0.3455486511811614, "lr": 0.01, "mask_rcnn/accuracy": 0.588867154004459, "mask_rcnn/false_negative": 0.05906876390377855, "mask_rcnn/false_positive": 0.8150201691954106, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.7814588136970997, "total_loss": 2.1996105126017937} {"data_time": 0.017075142823159695, "eta_seconds": 190025.33135845885, "iteration": 29219, "loss_fcos_cls": 0.3159025879576802, "loss_fcos_ctr": 0.62466792576015, "loss_fcos_loc": 0.2343698327895254, "loss_mask": 0.6381794139742851, "loss_maskiou": 0.005203615401114803, "loss_sem_seg": 0.3427472012117505, "lr": 0.01, "mask_rcnn/accuracy": 0.6498265883245299, "mask_rcnn/false_negative": 0.11470442179353389, "mask_rcnn/false_positive": 0.7241222195883095, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7954659918323159, "total_loss": 2.1538798969777417} {"data_time": 0.01721959561109543, "eta_seconds": 190109.06960837916, "iteration": 29239, "loss_fcos_cls": 0.3186614082660526, "loss_fcos_ctr": 0.6287333760410547, "loss_fcos_loc": 0.24342985078692436, "loss_mask": 0.6408556923270226, "loss_maskiou": 0.005093450959975598, "loss_sem_seg": 0.3570286729373038, "lr": 0.01, "mask_rcnn/accuracy": 0.6360856009070295, "mask_rcnn/false_negative": 0.021301386650630708, "mask_rcnn/false_positive": 0.857532424358797, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.75, "time": 0.8014799896627665, "total_loss": 2.1900431960675633} {"data_time": 0.01547333225607872, "eta_seconds": 190111.4593702918, "iteration": 29259, "loss_fcos_cls": 0.3071135343052447, "loss_fcos_ctr": 0.6299688331782818, "loss_fcos_loc": 0.2464765824843198, "loss_mask": 0.6335684508085251, "loss_maskiou": 0.005109004778205417, "loss_sem_seg": 0.3224729406647384, "lr": 0.01, "mask_rcnn/accuracy": 0.6175948660714285, "mask_rcnn/false_negative": 0.04140446624674413, "mask_rcnn/false_positive": 0.8467635288400126, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.0, "time": 0.7926309574395418, "total_loss": 2.153070185231627} {"data_time": 0.017539426684379578, "eta_seconds": 190151.347309676, "iteration": 29279, "loss_fcos_cls": 0.3218329281080514, "loss_fcos_ctr": 0.6266935439780354, "loss_fcos_loc": 0.23448997433297336, "loss_mask": 0.6359004974365234, "loss_maskiou": 0.005486227804794908, "loss_sem_seg": 0.3503600521944463, "lr": 0.01, "mask_rcnn/accuracy": 0.5985547129810829, "mask_rcnn/false_negative": 0.021264054887579435, "mask_rcnn/false_positive": 0.884389775424822, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.8017161600291729, "total_loss": 2.1541852018744976} {"data_time": 0.018626774661242962, "eta_seconds": 190135.54882534686, "iteration": 29299, "loss_fcos_cls": 0.3055284933652729, "loss_fcos_ctr": 0.6257818434387445, "loss_fcos_loc": 0.2276807357557118, "loss_mask": 0.639826662838459, "loss_maskiou": 0.005137705127708614, "loss_sem_seg": 0.33894441183656454, "lr": 0.01, "mask_rcnn/accuracy": 0.5798377265252646, "mask_rcnn/false_negative": 0.08519107509372317, "mask_rcnn/false_positive": 0.7421976245729951, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7919289954006672, "total_loss": 2.149033084839175} {"data_time": 0.015390561893582344, "eta_seconds": 190230.5054637948, "iteration": 29319, "loss_fcos_cls": 0.3248342489823699, "loss_fcos_ctr": 0.6298870528116822, "loss_fcos_loc": 0.23399278987199068, "loss_mask": 0.6405500397086143, "loss_maskiou": 0.006049509538570419, "loss_sem_seg": 0.32101787626743317, "lr": 0.01, "mask_rcnn/accuracy": 0.5749787247970674, "mask_rcnn/false_negative": 0.034763780289888704, "mask_rcnn/false_positive": 0.8571046280535043, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.25, "time": 0.8009384227916598, "total_loss": 2.167983841693058} {"data_time": 0.017750556580722332, "eta_seconds": 190251.76780891605, "iteration": 29339, "loss_fcos_cls": 0.32696918537840247, "loss_fcos_ctr": 0.6294719316065311, "loss_fcos_loc": 0.2436182980891317, "loss_mask": 0.6395784132182598, "loss_maskiou": 0.0053141028474783525, "loss_sem_seg": 0.35774812288582325, "lr": 0.01, "mask_rcnn/accuracy": 0.6197130280934253, "mask_rcnn/false_negative": 0.10222182200392133, "mask_rcnn/false_positive": 0.7267828744155493, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7983778081834316, "total_loss": 2.188880278990837} {"data_time": 0.014712481759488583, "eta_seconds": 190137.3933221195, "iteration": 29359, "loss_fcos_cls": 0.3204102711752057, "loss_fcos_ctr": 0.6283105267211795, "loss_fcos_loc": 0.23830455541610718, "loss_mask": 0.6468010321259499, "loss_maskiou": 0.005946906967437826, "loss_sem_seg": 0.37046425603330135, "lr": 0.01, "mask_rcnn/accuracy": 0.6087301587301588, "mask_rcnn/false_negative": 0.05696711253440709, "mask_rcnn/false_positive": 0.7792581253231707, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 41.0, "time": 0.7719780253246427, "total_loss": 2.1818261246735347} {"data_time": 0.01655092090368271, "eta_seconds": 190121.59074539132, "iteration": 29379, "loss_fcos_cls": 0.3176215561106801, "loss_fcos_ctr": 0.627820779569447, "loss_fcos_loc": 0.24043764173984528, "loss_mask": 0.6384811662137508, "loss_maskiou": 0.005555308423936367, "loss_sem_seg": 0.3309266506694257, "lr": 0.01, "mask_rcnn/accuracy": 0.6060168308584295, "mask_rcnn/false_negative": 0.09852267333151515, "mask_rcnn/false_positive": 0.7635442143991067, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7880679098889232, "total_loss": 2.1882722413356532} {"data_time": 0.01592186652123928, "eta_seconds": 190071.96932588983, "iteration": 29399, "loss_fcos_cls": 0.3175060637295246, "loss_fcos_ctr": 0.630675820633769, "loss_fcos_loc": 0.24648283352144063, "loss_mask": 0.6402074471116066, "loss_maskiou": 0.0054364890966098756, "loss_sem_seg": 0.33582211984321475, "lr": 0.01, "mask_rcnn/accuracy": 0.629947144456073, "mask_rcnn/false_negative": 0.0565988038467978, "mask_rcnn/false_positive": 0.8290860456797928, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7746329642832279, "total_loss": 2.151052177827296} {"data_time": 0.015966566279530525, "eta_seconds": 190056.16956035886, "iteration": 29419, "loss_fcos_cls": 0.30044743488542736, "loss_fcos_ctr": 0.6251755328848958, "loss_fcos_loc": 0.2285158997401595, "loss_mask": 0.6343993954360485, "loss_maskiou": 0.004410463043313939, "loss_sem_seg": 0.3811105909990147, "lr": 0.01, "mask_rcnn/accuracy": 0.6119769522392291, "mask_rcnn/false_negative": 0.05104431023174641, "mask_rcnn/false_positive": 0.8217753823475216, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.7766718994826078, "total_loss": 2.182390380286961} {"data_time": 0.01564433705061674, "eta_seconds": 190040.3697948279, "iteration": 29439, "loss_fcos_cls": 0.3329865785781294, "loss_fcos_ctr": 0.6260657133534551, "loss_fcos_loc": 0.23820673720911145, "loss_mask": 0.6480595581233501, "loss_maskiou": 0.005515094919246621, "loss_sem_seg": 0.38229105807840824, "lr": 0.01, "mask_rcnn/accuracy": 0.6169903756957329, "mask_rcnn/false_negative": 0.0999209571669666, "mask_rcnn/false_positive": 0.7595295481147722, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7972192084416747, "total_loss": 2.219561429301393} {"data_time": 0.0161761362105608, "eta_seconds": 190009.1609507138, "iteration": 29459, "loss_fcos_cls": 0.310727427713573, "loss_fcos_ctr": 0.6269228477030993, "loss_fcos_loc": 0.23551875026896596, "loss_mask": 0.6414834670722485, "loss_maskiou": 0.004602401619195007, "loss_sem_seg": 0.3634849973022938, "lr": 0.01, "mask_rcnn/accuracy": 0.6151188137189214, "mask_rcnn/false_negative": 0.023323357868929362, "mask_rcnn/false_positive": 0.8653678818005371, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7779040345922112, "total_loss": 2.1600085104328173} {"data_time": 0.016566411592066288, "eta_seconds": 190084.9564726334, "iteration": 29479, "loss_fcos_cls": 0.3159422331955284, "loss_fcos_ctr": 0.6264349604025483, "loss_fcos_loc": 0.2370517801027745, "loss_mask": 0.6440277136862278, "loss_maskiou": 0.0056495289609301835, "loss_sem_seg": 0.3724858178757131, "lr": 0.01, "mask_rcnn/accuracy": 0.6036129332685456, "mask_rcnn/false_negative": 0.03202740497958059, "mask_rcnn/false_positive": 0.8711295996801722, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7966589238494635, "total_loss": 2.1826917945800233} {"data_time": 0.014772428199648857, "eta_seconds": 190112.35845552105, "iteration": 29499, "loss_fcos_cls": 0.32487280620262027, "loss_fcos_ctr": 0.626105785369873, "loss_fcos_loc": 0.22920391731895506, "loss_mask": 0.6385432444512844, "loss_maskiou": 0.004637903657567222, "loss_sem_seg": 0.37807199638336897, "lr": 0.01, "mask_rcnn/accuracy": 0.6219095890547066, "mask_rcnn/false_negative": 0.06606913639255342, "mask_rcnn/false_positive": 0.7892611266123395, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.79852778557688, "total_loss": 2.217394824619987} {"data_time": 0.016908693127334118, "eta_seconds": 190096.5487617189, "iteration": 29519, "loss_fcos_cls": 0.3301914045587182, "loss_fcos_ctr": 0.6268508387729526, "loss_fcos_loc": 0.23251595662441105, "loss_mask": 0.6463694460690022, "loss_maskiou": 0.004908018498099409, "loss_sem_seg": 0.3676397083327174, "lr": 0.01, "mask_rcnn/accuracy": 0.5934833679234406, "mask_rcnn/false_negative": 0.03361907506714701, "mask_rcnn/false_positive": 0.821324884948085, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7815511086955667, "total_loss": 2.2198968213870103} {"data_time": 0.018525990657508373, "eta_seconds": 190103.60963053815, "iteration": 29539, "loss_fcos_cls": 0.33089205250144005, "loss_fcos_ctr": 0.6273278072476387, "loss_fcos_loc": 0.2427725368179381, "loss_mask": 0.6415567174553871, "loss_maskiou": 0.005048241597251035, "loss_sem_seg": 0.3575313757173717, "lr": 0.01, "mask_rcnn/accuracy": 0.620748299319728, "mask_rcnn/false_negative": 0.12027434984735182, "mask_rcnn/false_positive": 0.7264508415955826, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.8048928333446383, "total_loss": 2.2027869749144884} {"data_time": 0.017259440384805202, "eta_seconds": 190021.73207011633, "iteration": 29559, "loss_fcos_cls": 0.32794013572856784, "loss_fcos_ctr": 0.6287191258743405, "loss_fcos_loc": 0.23820493614766747, "loss_mask": 0.6445197016000748, "loss_maskiou": 0.005163367633940652, "loss_sem_seg": 0.39067488070577383, "lr": 0.01, "mask_rcnn/accuracy": 0.616750033346672, "mask_rcnn/false_negative": 0.02930648512015145, "mask_rcnn/false_positive": 0.8542258129745957, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7807681476697326, "total_loss": 2.1880297710740706} {"data_time": 0.016476853750646114, "eta_seconds": 190218.95459181722, "iteration": 29579, "loss_fcos_cls": 0.3135689669288695, "loss_fcos_ctr": 0.6279655992984772, "loss_fcos_loc": 0.23886697343550622, "loss_mask": 0.6485262773931026, "loss_maskiou": 0.00462330460868543, "loss_sem_seg": 0.36457117088139057, "lr": 0.01, "mask_rcnn/accuracy": 0.5993502250353913, "mask_rcnn/false_negative": 0.03382878142366452, "mask_rcnn/false_positive": 0.8384028567689872, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.8141176700592041, "total_loss": 2.1823998013642267} {"data_time": 0.015307754278182983, "eta_seconds": 190387.33743775915, "iteration": 29599, "loss_fcos_cls": 0.32442924892529845, "loss_fcos_ctr": 0.6256707636639476, "loss_fcos_loc": 0.23212647682521492, "loss_mask": 0.6312010809779167, "loss_maskiou": 0.004649232451811258, "loss_sem_seg": 0.3602756983600557, "lr": 0.01, "mask_rcnn/accuracy": 0.6152478790206753, "mask_rcnn/false_negative": 0.018318336697240895, "mask_rcnn/false_positive": 0.8545890903384499, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7967389654368162, "total_loss": 2.2070543251466006} {"data_time": 0.015946660190820694, "eta_seconds": 190460.55579201132, "iteration": 29619, "loss_fcos_cls": 0.3318557187449187, "loss_fcos_ctr": 0.6322921318933368, "loss_fcos_loc": 0.23529744567349553, "loss_mask": 0.6472565606236458, "loss_maskiou": 0.005553531533223577, "loss_sem_seg": 0.3590511167421937, "lr": 0.01, "mask_rcnn/accuracy": 0.5996192117197756, "mask_rcnn/false_negative": 0.03835231119086217, "mask_rcnn/false_positive": 0.8422561283983886, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7970720306038857, "total_loss": 2.200326288508222} {"data_time": 0.015842709690332413, "eta_seconds": 190318.99863577727, "iteration": 29639, "loss_fcos_cls": 0.3106853826902807, "loss_fcos_ctr": 0.6276831356808543, "loss_fcos_loc": 0.23854250460863113, "loss_mask": 0.6422981768846512, "loss_maskiou": 0.005212368625507224, "loss_sem_seg": 0.33703098399564624, "lr": 0.01, "mask_rcnn/accuracy": 0.6124609218687475, "mask_rcnn/false_negative": 0.03487079570139653, "mask_rcnn/false_positive": 0.8223382050605049, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.75, "time": 0.7825142964720726, "total_loss": 2.1529840127332136} {"data_time": 0.015942774713039398, "eta_seconds": 190274.17657849938, "iteration": 29659, "loss_fcos_cls": 0.30831369711086154, "loss_fcos_ctr": 0.6272284267470241, "loss_fcos_loc": 0.24134404468350112, "loss_mask": 0.6386235766112804, "loss_maskiou": 0.005360953233321197, "loss_sem_seg": 0.3585467473603785, "lr": 0.01, "mask_rcnn/accuracy": 0.6495224352367209, "mask_rcnn/false_negative": 0.016773711454906012, "mask_rcnn/false_positive": 0.8830728371033305, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7929646754637361, "total_loss": 2.178449511062354} {"data_time": 0.014597340486943722, "eta_seconds": 190044.0427462142, "iteration": 29679, "loss_fcos_cls": 0.30796847539022565, "loss_fcos_ctr": 0.6289436435326934, "loss_fcos_loc": 0.23825140530243516, "loss_mask": 0.645460058003664, "loss_maskiou": 0.005049300147220492, "loss_sem_seg": 0.36289698258042336, "lr": 0.01, "mask_rcnn/accuracy": 0.6107384547466304, "mask_rcnn/false_negative": 0.057729500123693274, "mask_rcnn/false_positive": 0.7978875964631851, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7923507625237107, "total_loss": 2.152462296668091} {"data_time": 0.01987296622246504, "eta_seconds": 190028.2268963512, "iteration": 29699, "loss_fcos_cls": 0.30956758419051766, "loss_fcos_ctr": 0.6254318719729781, "loss_fcos_loc": 0.22836302127689123, "loss_mask": 0.6348438635468483, "loss_maskiou": 0.005170618125703186, "loss_sem_seg": 0.35393446730449796, "lr": 0.01, "mask_rcnn/accuracy": 0.6105995795127108, "mask_rcnn/false_negative": 0.054700474758082075, "mask_rcnn/false_positive": 0.8079965391248272, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7869617398828268, "total_loss": 2.1384714036248624} {"data_time": 0.017623940482735634, "eta_seconds": 190012.4110464882, "iteration": 29719, "loss_fcos_cls": 0.31000568717718124, "loss_fcos_ctr": 0.626644036732614, "loss_fcos_loc": 0.22612169780768454, "loss_mask": 0.6449850015342236, "loss_maskiou": 0.004918843063933309, "loss_sem_seg": 0.3505422933958471, "lr": 0.01, "mask_rcnn/accuracy": 0.6138266123757194, "mask_rcnn/false_negative": 0.07990456288036307, "mask_rcnn/false_positive": 0.7092655686063535, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7916432460770011, "total_loss": 2.1700526452987106} {"data_time": 0.0172710083425045, "eta_seconds": 190113.61477418058, "iteration": 29739, "loss_fcos_cls": 0.31398306181654334, "loss_fcos_ctr": 0.6265513459220529, "loss_fcos_loc": 0.23687630926724523, "loss_mask": 0.6359168700873852, "loss_maskiou": 0.005558331526117399, "loss_sem_seg": 0.3653803435154259, "lr": 0.01, "mask_rcnn/accuracy": 0.5807107336605528, "mask_rcnn/false_negative": 0.01423997902741726, "mask_rcnn/false_positive": 0.8827911284136639, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.796006009913981, "total_loss": 2.1884801571504795} {"data_time": 0.015951833687722683, "eta_seconds": 190260.6242627306, "iteration": 29759, "loss_fcos_cls": 0.3126621311530471, "loss_fcos_ctr": 0.6280030328780413, "loss_fcos_loc": 0.23318141442723572, "loss_mask": 0.6343237310647964, "loss_maskiou": 0.0048157665150938556, "loss_sem_seg": 0.3216548184864223, "lr": 0.01, "mask_rcnn/accuracy": 0.6312239018242652, "mask_rcnn/false_negative": 0.054308845415789876, "mask_rcnn/false_positive": 0.7353904583500817, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.25, "time": 0.7946405857801437, "total_loss": 2.1530383646859264} {"data_time": 0.016108524054288864, "eta_seconds": 190081.96359237842, "iteration": 29779, "loss_fcos_cls": 0.30242066853679717, "loss_fcos_ctr": 0.6269413204863667, "loss_fcos_loc": 0.23991719190962613, "loss_mask": 0.6441171728074551, "loss_maskiou": 0.005488451162818819, "loss_sem_seg": 0.3545289500616491, "lr": 0.01, "mask_rcnn/accuracy": 0.6499969630709426, "mask_rcnn/false_negative": 0.05977546892823759, "mask_rcnn/false_positive": 0.8251369183067186, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.789513073861599, "total_loss": 2.158514201102662} {"data_time": 0.016042341478168964, "eta_seconds": 189949.14764703624, "iteration": 29799, "loss_fcos_cls": 0.305309317773208, "loss_fcos_ctr": 0.6259315805509686, "loss_fcos_loc": 0.23821842134930193, "loss_mask": 0.6376274637877941, "loss_maskiou": 0.004945766762830317, "loss_sem_seg": 0.34045361541211605, "lr": 0.01, "mask_rcnn/accuracy": 0.6343985276694948, "mask_rcnn/false_negative": 0.01903144426525187, "mask_rcnn/false_positive": 0.86306209247293, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7898694463074207, "total_loss": 2.1809088551490277} {"data_time": 0.015943337231874466, "eta_seconds": 190147.5071036592, "iteration": 29819, "loss_fcos_cls": 0.3099536243826151, "loss_fcos_ctr": 0.6289031757041812, "loss_fcos_loc": 0.23989536531735212, "loss_mask": 0.6353166922926903, "loss_maskiou": 0.0045801423912053, "loss_sem_seg": 0.3345711976289749, "lr": 0.01, "mask_rcnn/accuracy": 0.6259331584898062, "mask_rcnn/false_negative": 0.10197866612422185, "mask_rcnn/false_positive": 0.652697658842941, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.25, "time": 0.8059990797191858, "total_loss": 2.157306254521245} {"data_time": 0.015045865438878536, "eta_seconds": 190094.08500097785, "iteration": 29839, "loss_fcos_cls": 0.3096778793260455, "loss_fcos_ctr": 0.6248157327063382, "loss_fcos_loc": 0.23091986984945834, "loss_mask": 0.6422030553221703, "loss_maskiou": 0.005025063830544241, "loss_sem_seg": 0.3690513491164893, "lr": 0.01, "mask_rcnn/accuracy": 0.6023216763891308, "mask_rcnn/false_negative": 0.05359392677670956, "mask_rcnn/false_positive": 0.8294868654961107, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7890496896579862, "total_loss": 2.213231873436598} {"data_time": 0.015681656077504158, "eta_seconds": 190115.83973494917, "iteration": 29859, "loss_fcos_cls": 0.31506977090612054, "loss_fcos_ctr": 0.625858279876411, "loss_fcos_loc": 0.2396229167934507, "loss_mask": 0.6385499984025955, "loss_maskiou": 0.004889291471044999, "loss_sem_seg": 0.3088464280590415, "lr": 0.01, "mask_rcnn/accuracy": 0.6243844276841171, "mask_rcnn/false_negative": 0.13881853949980483, "mask_rcnn/false_positive": 0.7119825778394244, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7746961563825607, "total_loss": 2.1342674786956195} {"data_time": 0.01746892463415861, "eta_seconds": 190062.42389280442, "iteration": 29879, "loss_fcos_cls": 0.3108603321015835, "loss_fcos_ctr": 0.6242370884865522, "loss_fcos_loc": 0.2273922711610794, "loss_mask": 0.6377448700368404, "loss_maskiou": 0.005236103039351292, "loss_sem_seg": 0.3283293596468866, "lr": 0.01, "mask_rcnn/accuracy": 0.6103707930540637, "mask_rcnn/false_negative": 0.044918051141599705, "mask_rcnn/false_positive": 0.7763633908342744, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.25, "time": 0.784154187887907, "total_loss": 2.1492840726859868} {"data_time": 0.014449190348386765, "eta_seconds": 189844.8275809139, "iteration": 29899, "loss_fcos_cls": 0.3136865310370922, "loss_fcos_ctr": 0.6283067101612687, "loss_fcos_loc": 0.23175894294399768, "loss_mask": 0.6440441310405731, "loss_maskiou": 0.004853231159358984, "loss_sem_seg": 0.34020881028845906, "lr": 0.01, "mask_rcnn/accuracy": 0.5981203307215743, "mask_rcnn/false_negative": 0.08281410679441285, "mask_rcnn/false_positive": 0.7807757768693653, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7677005678415298, "total_loss": 2.155023703504412} {"data_time": 0.016397169791162014, "eta_seconds": 189829.0138335675, "iteration": 29919, "loss_fcos_cls": 0.29415376391261816, "loss_fcos_ctr": 0.625412137247622, "loss_fcos_loc": 0.22666299936827272, "loss_mask": 0.644317988306284, "loss_maskiou": 0.0053075415853527375, "loss_sem_seg": 0.3290041075088084, "lr": 0.01, "mask_rcnn/accuracy": 0.6052503641789355, "mask_rcnn/false_negative": 0.09083727411481139, "mask_rcnn/false_positive": 0.7753631296193488, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.7897102953866124, "total_loss": 2.1241080171785143} {"data_time": 0.015343583188951015, "eta_seconds": 189861.75124212634, "iteration": 29939, "loss_fcos_cls": 0.3239673937205225, "loss_fcos_ctr": 0.6249023005366325, "loss_fcos_loc": 0.23895814176648855, "loss_mask": 0.6421385779976845, "loss_maskiou": 0.005136493680765852, "loss_sem_seg": 0.3390497975051403, "lr": 0.01, "mask_rcnn/accuracy": 0.6153253768251083, "mask_rcnn/false_negative": 0.03388945245324751, "mask_rcnn/false_positive": 0.8141768640213058, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.790749347768724, "total_loss": 2.1763556299265474} {"data_time": 0.015847633592784405, "eta_seconds": 189822.6208481323, "iteration": 29959, "loss_fcos_cls": 0.2970149405300617, "loss_fcos_ctr": 0.6242461688816547, "loss_fcos_loc": 0.22535700746811926, "loss_mask": 0.6439088955521584, "loss_maskiou": 0.005140369372384157, "loss_sem_seg": 0.34543676231987774, "lr": 0.01, "mask_rcnn/accuracy": 0.5972434509518093, "mask_rcnn/false_negative": 0.051300664264834345, "mask_rcnn/false_positive": 0.8513471946928282, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7831063335761428, "total_loss": 2.141603599782684} {"data_time": 0.015696137212216854, "eta_seconds": 189910.90862675104, "iteration": 29979, "loss_fcos_cls": 0.3179949983023107, "loss_fcos_ctr": 0.6287773130461574, "loss_fcos_loc": 0.2352603147737682, "loss_mask": 0.6357577107846737, "loss_maskiou": 0.005362081035855226, "loss_sem_seg": 0.36931502912193537, "lr": 0.01, "mask_rcnn/accuracy": 0.6015625, "mask_rcnn/false_negative": 0.11969854602281026, "mask_rcnn/false_positive": 0.725639679651989, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7844922542572021, "total_loss": 2.1971850580739556} {"data_time": 0.015634779818356037, "eta_seconds": 189967.44056828413, "iteration": 29999, "loss_fcos_cls": 0.30299196438863873, "loss_fcos_ctr": 0.6229069419205189, "loss_fcos_loc": 0.22547186026349664, "loss_mask": 0.6359452977776527, "loss_maskiou": 0.0050280784016649704, "loss_sem_seg": 0.3649055282585323, "lr": 0.01, "mask_rcnn/accuracy": 0.6661910818162862, "mask_rcnn/false_negative": 0.01365919949540572, "mask_rcnn/false_positive": 0.8795705420790809, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.8041490195319057, "total_loss": 2.1750151357773575} {"data_time": 0.01553843729197979, "eta_seconds": 189680.7605341496, "iteration": 30019, "loss_fcos_cls": 0.2978033514227718, "loss_fcos_ctr": 0.6284342966973782, "loss_fcos_loc": 0.2324530859477818, "loss_mask": 0.6469088047742844, "loss_maskiou": 0.005494612632901408, "loss_sem_seg": 0.34085514419712126, "lr": 0.01, "mask_rcnn/accuracy": 0.6158481318884143, "mask_rcnn/false_negative": 0.024561876350767467, "mask_rcnn/false_positive": 0.8781484791779595, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7645182786509395, "total_loss": 2.1476591203390853} {"data_time": 0.017031703144311905, "eta_seconds": 189653.77089946624, "iteration": 30039, "loss_fcos_cls": 0.2958757244050503, "loss_fcos_ctr": 0.6246215915307403, "loss_fcos_loc": 0.22568091843277216, "loss_mask": 0.64225684851408, "loss_maskiou": 0.005684535404725466, "loss_sem_seg": 0.35535100009292364, "lr": 0.01, "mask_rcnn/accuracy": 0.5862103855965464, "mask_rcnn/false_negative": 0.02791301177113354, "mask_rcnn/false_positive": 0.8708974180110622, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7863031672313809, "total_loss": 2.164018343835778} {"data_time": 0.016923961229622364, "eta_seconds": 189680.48607638013, "iteration": 30059, "loss_fcos_cls": 0.3098997440538369, "loss_fcos_ctr": 0.6247012922540307, "loss_fcos_loc": 0.21917607495561242, "loss_mask": 0.6374418120831251, "loss_maskiou": 0.005009577012970112, "loss_sem_seg": 0.3634091252461076, "lr": 0.01, "mask_rcnn/accuracy": 0.6251429143085806, "mask_rcnn/false_negative": 0.047076633046022026, "mask_rcnn/false_positive": 0.8262703222989594, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7959336489439011, "total_loss": 2.169123253930593} {"data_time": 0.016260968521237373, "eta_seconds": 189650.07052249834, "iteration": 30079, "loss_fcos_cls": 0.30924908339511603, "loss_fcos_ctr": 0.6253117844462395, "loss_fcos_loc": 0.23148600506829098, "loss_mask": 0.6389973647892475, "loss_maskiou": 0.005196933816478122, "loss_sem_seg": 0.33374640764668584, "lr": 0.01, "mask_rcnn/accuracy": 0.645578543000778, "mask_rcnn/false_negative": 0.10929117091844538, "mask_rcnn/false_positive": 0.6872360750204978, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7873226571828127, "total_loss": 2.166324146939587} {"data_time": 0.015556592494249344, "eta_seconds": 189617.52860811073, "iteration": 30099, "loss_fcos_cls": 0.3180158222094178, "loss_fcos_ctr": 0.6245892839506269, "loss_fcos_loc": 0.22473303182050586, "loss_mask": 0.6424537748098373, "loss_maskiou": 0.005030076688854024, "loss_sem_seg": 0.3254944207146764, "lr": 0.01, "mask_rcnn/accuracy": 0.5904215360130538, "mask_rcnn/false_negative": 0.07044995201319784, "mask_rcnn/false_positive": 0.8317407769859223, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7820597197860479, "total_loss": 2.156335523693997} {"data_time": 0.017164872959256172, "eta_seconds": 189633.054294548, "iteration": 30119, "loss_fcos_cls": 0.2982472022995353, "loss_fcos_ctr": 0.6261799614876509, "loss_fcos_loc": 0.22545958124101162, "loss_mask": 0.6364685036242008, "loss_maskiou": 0.004972264971002005, "loss_sem_seg": 0.343478272203356, "lr": 0.01, "mask_rcnn/accuracy": 0.6159839917128547, "mask_rcnn/false_negative": 0.04213646215749388, "mask_rcnn/false_positive": 0.8257462517886064, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7938568443059921, "total_loss": 2.145266487825211} {"data_time": 0.01628853753209114, "eta_seconds": 189659.04673709627, "iteration": 30139, "loss_fcos_cls": 0.31158113898709416, "loss_fcos_ctr": 0.6281281895935535, "loss_fcos_loc": 0.2395960462745279, "loss_mask": 0.6392947230488062, "loss_maskiou": 0.005290178065479267, "loss_sem_seg": 0.33402035664767027, "lr": 0.01, "mask_rcnn/accuracy": 0.6115723372682407, "mask_rcnn/false_negative": 0.031146135435205828, "mask_rcnn/false_positive": 0.8719506413676116, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.25, "time": 0.80458053201437, "total_loss": 2.165273852588143} {"data_time": 0.013874462805688381, "eta_seconds": 189610.30734707415, "iteration": 30159, "loss_fcos_cls": 0.3050816934555769, "loss_fcos_ctr": 0.6274587661027908, "loss_fcos_loc": 0.2395821693353355, "loss_mask": 0.6378350928425789, "loss_maskiou": 0.005691993144864682, "loss_sem_seg": 0.3340563918463886, "lr": 0.01, "mask_rcnn/accuracy": 0.6261288229131697, "mask_rcnn/false_negative": 0.024441329920187358, "mask_rcnn/false_positive": 0.8485299748462112, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7966626128181815, "total_loss": 2.1573025366342335} {"data_time": 0.015487801283597946, "eta_seconds": 189604.28659154382, "iteration": 30179, "loss_fcos_cls": 0.3122547557577491, "loss_fcos_ctr": 0.6301891384646297, "loss_fcos_loc": 0.24210542999207973, "loss_mask": 0.6466410011053085, "loss_maskiou": 0.005332359047315549, "loss_sem_seg": 0.3363146586343646, "lr": 0.01, "mask_rcnn/accuracy": 0.6267982761286333, "mask_rcnn/false_negative": 0.037533539713518256, "mask_rcnn/false_positive": 0.8212901019735497, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.8048398867249489, "total_loss": 2.1568609553505667} {"data_time": 0.015383974649012089, "eta_seconds": 189611.60449844878, "iteration": 30199, "loss_fcos_cls": 0.3161846757866442, "loss_fcos_ctr": 0.6274204794317484, "loss_fcos_loc": 0.23987651336938143, "loss_mask": 0.6393807381391525, "loss_maskiou": 0.006075490629882552, "loss_sem_seg": 0.3646164550445974, "lr": 0.01, "mask_rcnn/accuracy": 0.6045276089159068, "mask_rcnn/false_negative": 0.06413827268903509, "mask_rcnn/false_positive": 0.77699888133298, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.25, "time": 0.7885700408369303, "total_loss": 2.2064155583575484} {"data_time": 0.016578365117311478, "eta_seconds": 189572.66229065415, "iteration": 30219, "loss_fcos_cls": 0.3312279246747494, "loss_fcos_ctr": 0.6258729407563806, "loss_fcos_loc": 0.2358642788603902, "loss_mask": 0.6427323706448078, "loss_maskiou": 0.005254061870800797, "loss_sem_seg": 0.341239002533257, "lr": 0.01, "mask_rcnn/accuracy": 0.6062830765529896, "mask_rcnn/false_negative": 0.023188570495281738, "mask_rcnn/false_positive": 0.8488313340585983, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.5, "time": 0.7895032707601786, "total_loss": 2.173751183130662} {"data_time": 0.015058545395731926, "eta_seconds": 189518.07119665295, "iteration": 30239, "loss_fcos_cls": 0.3352000208105892, "loss_fcos_ctr": 0.6266029113903642, "loss_fcos_loc": 0.23704920965246856, "loss_mask": 0.6435258127748966, "loss_maskiou": 0.0049251852979068644, "loss_sem_seg": 0.3512969445437193, "lr": 0.01, "mask_rcnn/accuracy": 0.5921483260642967, "mask_rcnn/false_negative": 0.044967812844776106, "mask_rcnn/false_positive": 0.8133035848729148, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7857764987275004, "total_loss": 2.219849045970477} {"data_time": 0.01827634871006012, "eta_seconds": 189479.89335437398, "iteration": 30259, "loss_fcos_cls": 0.29717586282640696, "loss_fcos_ctr": 0.6261619478464127, "loss_fcos_loc": 0.22113879659445956, "loss_mask": 0.6429579593241215, "loss_maskiou": 0.005090477192425169, "loss_sem_seg": 0.33070502476766706, "lr": 0.01, "mask_rcnn/accuracy": 0.6023528897293753, "mask_rcnn/false_negative": 0.05045084232576575, "mask_rcnn/false_positive": 0.8015807397951975, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7794787995517254, "total_loss": 2.1769327129950398} {"data_time": 0.016262476332485676, "eta_seconds": 189464.08630482014, "iteration": 30279, "loss_fcos_cls": 0.31369788851588964, "loss_fcos_ctr": 0.6286536906845868, "loss_fcos_loc": 0.23854855773970485, "loss_mask": 0.6463308557868004, "loss_maskiou": 0.005246572200121591, "loss_sem_seg": 0.3282547905109823, "lr": 0.01, "mask_rcnn/accuracy": 0.6024676365391517, "mask_rcnn/false_negative": 0.047790076559784185, "mask_rcnn/false_positive": 0.8422486061661554, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.75, "time": 0.8036515209823847, "total_loss": 2.152017001993954} {"data_time": 0.01768112275749445, "eta_seconds": 189453.47112358361, "iteration": 30299, "loss_fcos_cls": 0.3156269104219973, "loss_fcos_ctr": 0.6225980645976961, "loss_fcos_loc": 0.21715068980120122, "loss_mask": 0.6419419683516026, "loss_maskiou": 0.005187968105019536, "loss_sem_seg": 0.32912705186754465, "lr": 0.01, "mask_rcnn/accuracy": 0.6191151038861292, "mask_rcnn/false_negative": 0.06387723091612964, "mask_rcnn/false_positive": 0.7795414949023718, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7915333462879062, "total_loss": 2.1500378765995265} {"data_time": 0.0158502496778965, "eta_seconds": 189267.93828917574, "iteration": 30319, "loss_fcos_cls": 0.3058941730996594, "loss_fcos_ctr": 0.6266610687598586, "loss_fcos_loc": 0.23233314929530025, "loss_mask": 0.6465419344604015, "loss_maskiou": 0.005185100933886133, "loss_sem_seg": 0.33483056840486825, "lr": 0.01, "mask_rcnn/accuracy": 0.6060064935064935, "mask_rcnn/false_negative": 0.06329615050938776, "mask_rcnn/false_positive": 0.7796946995874553, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.0, "time": 0.7716712802648544, "total_loss": 2.127908673341153} {"data_time": 0.01617221999913454, "eta_seconds": 189246.98722415697, "iteration": 30339, "loss_fcos_cls": 0.3077539522200823, "loss_fcos_ctr": 0.6256066989153624, "loss_fcos_loc": 0.23237492563202977, "loss_mask": 0.6412776075303555, "loss_maskiou": 0.005420249879534822, "loss_sem_seg": 0.32091468176804483, "lr": 0.01, "mask_rcnn/accuracy": 0.6009706232920519, "mask_rcnn/false_negative": 0.05082450715052653, "mask_rcnn/false_positive": 0.8019791953860606, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.790918467566371, "total_loss": 2.1436968637426617} {"data_time": 0.01818033866584301, "eta_seconds": 189249.41053685825, "iteration": 30359, "loss_fcos_cls": 0.3121399786323309, "loss_fcos_ctr": 0.6213911762461066, "loss_fcos_loc": 0.22343373391777277, "loss_mask": 0.6360708810389042, "loss_maskiou": 0.005310863001795951, "loss_sem_seg": 0.35593219147995114, "lr": 0.01, "mask_rcnn/accuracy": 0.6263853873660901, "mask_rcnn/false_negative": 0.04869614988129142, "mask_rcnn/false_positive": 0.8414861603328402, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.776223479770124, "total_loss": 2.1402718137951524} {"data_time": 0.015935095958411694, "eta_seconds": 189274.84441937413, "iteration": 30379, "loss_fcos_cls": 0.3000233415514231, "loss_fcos_ctr": 0.6289703026413918, "loss_fcos_loc": 0.23039688216522336, "loss_mask": 0.6395932585000992, "loss_maskiou": 0.0050438763573765755, "loss_sem_seg": 0.35602985322475433, "lr": 0.01, "mask_rcnn/accuracy": 0.6214580873671782, "mask_rcnn/false_negative": 0.0591502506699144, "mask_rcnn/false_positive": 0.793719944371551, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.797518415376544, "total_loss": 2.162686752686568} {"data_time": 0.015366725623607635, "eta_seconds": 189305.340846383, "iteration": 30399, "loss_fcos_cls": 0.2987873300444335, "loss_fcos_ctr": 0.6274481611326337, "loss_fcos_loc": 0.22965467779431492, "loss_mask": 0.6362905614078045, "loss_maskiou": 0.00432579396328947, "loss_sem_seg": 0.3539734506048262, "lr": 0.01, "mask_rcnn/accuracy": 0.6117190071593153, "mask_rcnn/false_negative": 0.03934741890724, "mask_rcnn/false_positive": 0.7870677016383898, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.789244569838047, "total_loss": 2.150457344818278} {"data_time": 0.016815866343677044, "eta_seconds": 189319.2755151987, "iteration": 30419, "loss_fcos_cls": 0.3171349004842341, "loss_fcos_ctr": 0.6246001543477178, "loss_fcos_loc": 0.2354637933894992, "loss_mask": 0.6486254744231701, "loss_maskiou": 0.005802116407721769, "loss_sem_seg": 0.33891042694449425, "lr": 0.01, "mask_rcnn/accuracy": 0.6103452988338193, "mask_rcnn/false_negative": 0.024582547317145667, "mask_rcnn/false_positive": 0.8399650021932876, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7930232230573893, "total_loss": 2.1834129058552207} {"data_time": 0.01691138744354248, "eta_seconds": 189174.87533206586, "iteration": 30439, "loss_fcos_cls": 0.324484305921942, "loss_fcos_ctr": 0.6265445491299033, "loss_fcos_loc": 0.23113682959228754, "loss_mask": 0.6405103094875813, "loss_maskiou": 0.0054504814179381356, "loss_sem_seg": 0.3207165910862386, "lr": 0.01, "mask_rcnn/accuracy": 0.6298633798633799, "mask_rcnn/false_negative": 0.1743649298349701, "mask_rcnn/false_positive": 0.5896238669649165, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7725403057411313, "total_loss": 2.1345523709096597} {"data_time": 0.015517372637987137, "eta_seconds": 189211.65301480796, "iteration": 30459, "loss_fcos_cls": 0.3218023064546287, "loss_fcos_ctr": 0.6263586962595582, "loss_fcos_loc": 0.2281146759632975, "loss_mask": 0.6495617590844631, "loss_maskiou": 0.004776498055434786, "loss_sem_seg": 0.3397752093151212, "lr": 0.01, "mask_rcnn/accuracy": 0.6019045087866199, "mask_rcnn/false_negative": 0.10172348748079432, "mask_rcnn/false_positive": 0.6811259007843644, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7928575091063976, "total_loss": 2.1663855896913446} {"data_time": 0.014875802211463451, "eta_seconds": 189155.04092062823, "iteration": 30479, "loss_fcos_cls": 0.315287362318486, "loss_fcos_ctr": 0.6282467795535922, "loss_fcos_loc": 0.23094043834134936, "loss_mask": 0.6394690982997417, "loss_maskiou": 0.0047041876168805175, "loss_sem_seg": 0.3666702206246555, "lr": 0.01, "mask_rcnn/accuracy": 0.6344763263533811, "mask_rcnn/false_negative": 0.0801895107020362, "mask_rcnn/false_positive": 0.7347293053004225, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.0, "time": 0.7911415761336684, "total_loss": 2.1753634546039393} {"data_time": 0.017364789731800556, "eta_seconds": 189125.11475137807, "iteration": 30499, "loss_fcos_cls": 0.3084182236343622, "loss_fcos_ctr": 0.6269525550305843, "loss_fcos_loc": 0.22503877780400217, "loss_mask": 0.6403468176722527, "loss_maskiou": 0.0049496011051815, "loss_sem_seg": 0.34417823143303394, "lr": 0.01, "mask_rcnn/accuracy": 0.6312915046971169, "mask_rcnn/false_negative": 0.06389908012292253, "mask_rcnn/false_positive": 0.6853340884984302, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7847028383985162, "total_loss": 2.126569168027345} {"data_time": 0.0187546219676733, "eta_seconds": 189109.3214883227, "iteration": 30519, "loss_fcos_cls": 0.31131030106917024, "loss_fcos_ctr": 0.6274662422947586, "loss_fcos_loc": 0.2316949989181012, "loss_mask": 0.6326073370873928, "loss_maskiou": 0.0050229436019435525, "loss_sem_seg": 0.31345651717856526, "lr": 0.01, "mask_rcnn/accuracy": 0.600622109550681, "mask_rcnn/false_negative": 0.03196035172294966, "mask_rcnn/false_positive": 0.8431056183645625, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.25, "time": 0.7846650602295995, "total_loss": 2.1515491487516556} {"data_time": 0.014474742114543915, "eta_seconds": 189093.5282252673, "iteration": 30539, "loss_fcos_cls": 0.31732894107699394, "loss_fcos_ctr": 0.6261382522061467, "loss_fcos_loc": 0.22903504827991128, "loss_mask": 0.642556082457304, "loss_maskiou": 0.005248871901130769, "loss_sem_seg": 0.3506190204061568, "lr": 0.01, "mask_rcnn/accuracy": 0.6240483640037211, "mask_rcnn/false_negative": 0.022198598756257883, "mask_rcnn/false_positive": 0.8787342547517898, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.75, "time": 0.8042505485936999, "total_loss": 2.1725146207027137} {"data_time": 0.015928583219647408, "eta_seconds": 189080.11456115637, "iteration": 30559, "loss_fcos_cls": 0.3186551737599075, "loss_fcos_ctr": 0.6286731138825417, "loss_fcos_loc": 0.2428111401386559, "loss_mask": 0.6424992829561234, "loss_maskiou": 0.005244263054919429, "loss_sem_seg": 0.341123687569052, "lr": 0.01, "mask_rcnn/accuracy": 0.6020408163265306, "mask_rcnn/false_negative": 0.03633268556788258, "mask_rcnn/false_positive": 0.8294708594344008, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.25, "time": 0.7938882596790791, "total_loss": 2.1820558021354373} {"data_time": 0.017423969693481922, "eta_seconds": 189017.1016786415, "iteration": 30579, "loss_fcos_cls": 0.3024608907289803, "loss_fcos_ctr": 0.6268787356093526, "loss_fcos_loc": 0.23174689803272486, "loss_mask": 0.641023013740778, "loss_maskiou": 0.004673477014875971, "loss_sem_seg": 0.34296960663050413, "lr": 0.01, "mask_rcnn/accuracy": 0.5979620721528048, "mask_rcnn/false_negative": 0.05918388492454722, "mask_rcnn/false_positive": 0.763560172918006, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.75, "time": 0.7764827404171228, "total_loss": 2.1303236137027852} {"data_time": 0.015329565852880478, "eta_seconds": 188933.14829704817, "iteration": 30599, "loss_fcos_cls": 0.30803572735749185, "loss_fcos_ctr": 0.6288626920431852, "loss_fcos_loc": 0.2370672971010208, "loss_mask": 0.6418135911226273, "loss_maskiou": 0.004735826645628549, "loss_sem_seg": 0.3525968953035772, "lr": 0.01, "mask_rcnn/accuracy": 0.5939666938203854, "mask_rcnn/false_negative": 0.0713540906956579, "mask_rcnn/false_positive": 0.8085662899678747, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.79329714179039, "total_loss": 2.1834965365915195} {"data_time": 0.016233347356319427, "eta_seconds": 188917.3644742323, "iteration": 30619, "loss_fcos_cls": 0.29418938886374235, "loss_fcos_ctr": 0.6294796802103519, "loss_fcos_loc": 0.23484755866229534, "loss_mask": 0.6441112346947193, "loss_maskiou": 0.004965261633515183, "loss_sem_seg": 0.34701944375410676, "lr": 0.01, "mask_rcnn/accuracy": 0.5842656161843619, "mask_rcnn/false_negative": 0.08086001790015082, "mask_rcnn/false_positive": 0.7891394031558431, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7957795336842537, "total_loss": 2.158208600463695} {"data_time": 0.015490560792386532, "eta_seconds": 188961.8724403493, "iteration": 30639, "loss_fcos_cls": 0.31686913035809994, "loss_fcos_ctr": 0.626300947740674, "loss_fcos_loc": 0.23716790752951056, "loss_mask": 0.63672293163836, "loss_maskiou": 0.005105607247969601, "loss_sem_seg": 0.3749276529997587, "lr": 0.01, "mask_rcnn/accuracy": 0.5963904318572993, "mask_rcnn/false_negative": 0.04196686175218342, "mask_rcnn/false_positive": 0.8394790336933128, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7927672136574984, "total_loss": 2.175486671141698} {"data_time": 0.015440789982676506, "eta_seconds": 189000.06750665698, "iteration": 30659, "loss_fcos_cls": 0.3214005425106734, "loss_fcos_ctr": 0.6285993354395032, "loss_fcos_loc": 0.2436422926839441, "loss_mask": 0.6460473537445068, "loss_maskiou": 0.00562454331520712, "loss_sem_seg": 0.3382397894747555, "lr": 0.01, "mask_rcnn/accuracy": 0.635660380223518, "mask_rcnn/false_negative": 0.09981021510811025, "mask_rcnn/false_positive": 0.8300441075605728, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.7924981312826276, "total_loss": 2.20046945764625} {"data_time": 0.01524772122502327, "eta_seconds": 188985.35379024688, "iteration": 30679, "loss_fcos_cls": 0.31207640236243606, "loss_fcos_ctr": 0.6274544717743993, "loss_fcos_loc": 0.23748656851239502, "loss_mask": 0.6337281614542007, "loss_maskiou": 0.005117870940011926, "loss_sem_seg": 0.35234962310642004, "lr": 0.01, "mask_rcnn/accuracy": 0.6061197185296137, "mask_rcnn/false_negative": 0.02847086379244712, "mask_rcnn/false_positive": 0.864123499790894, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7967818081378937, "total_loss": 2.1722536561792367} {"data_time": 0.016465982422232628, "eta_seconds": 188964.8054732848, "iteration": 30699, "loss_fcos_cls": 0.3095269841141999, "loss_fcos_ctr": 0.6250396445393562, "loss_fcos_loc": 0.22251069801859558, "loss_mask": 0.6458094716072083, "loss_maskiou": 0.00499230541754514, "loss_sem_seg": 0.3287736405618489, "lr": 0.01, "mask_rcnn/accuracy": 0.610025408973113, "mask_rcnn/false_negative": 0.04473846006850325, "mask_rcnn/false_positive": 0.7522201696510511, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.25, "time": 0.7767631132155657, "total_loss": 2.1414323003336904} {"data_time": 0.016490763053297997, "eta_seconds": 188949.0124088619, "iteration": 30719, "loss_fcos_cls": 0.3075887206941843, "loss_fcos_ctr": 0.6285164766013622, "loss_fcos_loc": 0.23815806559287012, "loss_mask": 0.6437533907592297, "loss_maskiou": 0.00502398848766461, "loss_sem_seg": 0.36534376721829176, "lr": 0.01, "mask_rcnn/accuracy": 0.5952336028751123, "mask_rcnn/false_negative": 0.12565736319498821, "mask_rcnn/false_positive": 0.7565350614211717, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7913384931162, "total_loss": 2.1865597941723536} {"data_time": 0.016308962367475033, "eta_seconds": 188897.64555868134, "iteration": 30739, "loss_fcos_cls": 0.2927495031617582, "loss_fcos_ctr": 0.6234721280634403, "loss_fcos_loc": 0.22235976078081876, "loss_mask": 0.6393161229789257, "loss_maskiou": 0.00518456197460182, "loss_sem_seg": 0.3228121278807521, "lr": 0.01, "mask_rcnn/accuracy": 0.5966326483606157, "mask_rcnn/false_negative": 0.10192913389898522, "mask_rcnn/false_positive": 0.7608973687951466, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7900881618261337, "total_loss": 2.1099172219765023} {"data_time": 0.015932799316942692, "eta_seconds": 188806.87771452125, "iteration": 30759, "loss_fcos_cls": 0.3040570425800979, "loss_fcos_ctr": 0.6273189168423414, "loss_fcos_loc": 0.2343167959479615, "loss_mask": 0.6373473852872849, "loss_maskiou": 0.005243466333922697, "loss_sem_seg": 0.30160912591964006, "lr": 0.01, "mask_rcnn/accuracy": 0.6376668766141693, "mask_rcnn/false_negative": 0.02618548667997226, "mask_rcnn/false_positive": 0.8498143591929663, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.75, "time": 0.7854136889800429, "total_loss": 2.1368102126834856} {"data_time": 0.015948585234582424, "eta_seconds": 188791.0938917054, "iteration": 30779, "loss_fcos_cls": 0.3116794566158205, "loss_fcos_ctr": 0.6247945949435234, "loss_fcos_loc": 0.22865350684151053, "loss_mask": 0.6475893817842007, "loss_maskiou": 0.00493434649615665, "loss_sem_seg": 0.30359305907040834, "lr": 0.01, "mask_rcnn/accuracy": 0.5949805889617752, "mask_rcnn/false_negative": 0.038619071409129443, "mask_rcnn/false_positive": 0.8525286548707215, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.75, "time": 0.7897543860599399, "total_loss": 2.1290224377107734} {"data_time": 0.016019858419895172, "eta_seconds": 188805.91154480446, "iteration": 30799, "loss_fcos_cls": 0.3132553774630651, "loss_fcos_ctr": 0.6247087253723294, "loss_fcos_loc": 0.22277824487537146, "loss_mask": 0.6378931552171707, "loss_maskiou": 0.004883891262579709, "loss_sem_seg": 0.3149830889888108, "lr": 0.01, "mask_rcnn/accuracy": 0.5957034853950622, "mask_rcnn/false_negative": 0.0948285579393385, "mask_rcnn/false_positive": 0.7660513583590247, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.25, "time": 0.8090697536244988, "total_loss": 2.1263980037983856} {"data_time": 0.01600958313792944, "eta_seconds": 188743.6690097563, "iteration": 30819, "loss_fcos_cls": 0.3050792645663023, "loss_fcos_ctr": 0.6255775215104222, "loss_fcos_loc": 0.23308871709741652, "loss_mask": 0.6407849863171577, "loss_maskiou": 0.0050925260002259165, "loss_sem_seg": 0.3550519738346338, "lr": 0.01, "mask_rcnn/accuracy": 0.5901499690785406, "mask_rcnn/false_negative": 0.029391994950978356, "mask_rcnn/false_positive": 0.872639143091118, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7951497491449118, "total_loss": 2.157762899158115} {"data_time": 0.0159533666446805, "eta_seconds": 188743.7424232578, "iteration": 30839, "loss_fcos_cls": 0.3146735557820648, "loss_fcos_ctr": 0.625621048733592, "loss_fcos_loc": 0.22921335918363184, "loss_mask": 0.6403075456619263, "loss_maskiou": 0.005213698364968877, "loss_sem_seg": 0.366286248434335, "lr": 0.01, "mask_rcnn/accuracy": 0.5719600340136055, "mask_rcnn/false_negative": 0.03925379367197075, "mask_rcnn/false_positive": 0.8695996315382487, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7977080112323165, "total_loss": 2.1963756100958562} {"data_time": 0.01493353396654129, "eta_seconds": 188802.90501397476, "iteration": 30859, "loss_fcos_cls": 0.3216209320817143, "loss_fcos_ctr": 0.6252933386713266, "loss_fcos_loc": 0.23813979607075453, "loss_mask": 0.6386321261525154, "loss_maskiou": 0.005241856175416615, "loss_sem_seg": 0.33430436020717025, "lr": 0.01, "mask_rcnn/accuracy": 0.6171261773940345, "mask_rcnn/false_negative": 0.05113318646652665, "mask_rcnn/false_positive": 0.8236036667957618, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.8005427932366729, "total_loss": 2.1540096259159327} {"data_time": 0.015102921985089779, "eta_seconds": 188787.11492319033, "iteration": 30879, "loss_fcos_cls": 0.3128533235285431, "loss_fcos_ctr": 0.6280996692366898, "loss_fcos_loc": 0.23472411511465907, "loss_mask": 0.6324022226035595, "loss_maskiou": 0.005031695633078925, "loss_sem_seg": 0.38164572417736053, "lr": 0.01, "mask_rcnn/accuracy": 0.5999361701202219, "mask_rcnn/false_negative": 0.08088920012207435, "mask_rcnn/false_positive": 0.7138356603187989, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7868753401562572, "total_loss": 2.2210988420265494} {"data_time": 0.016344918869435787, "eta_seconds": 188809.2494902704, "iteration": 30899, "loss_fcos_cls": 0.31081394711509347, "loss_fcos_ctr": 0.6273923725821078, "loss_fcos_loc": 0.2408764874562621, "loss_mask": 0.6059951260685921, "loss_maskiou": 0.0057339033810421824, "loss_sem_seg": 0.39536974066868424, "lr": 0.01, "mask_rcnn/accuracy": 0.6696712613616875, "mask_rcnn/false_negative": 0.1447258255920742, "mask_rcnn/false_positive": 0.5512689756372388, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.7905229274183512, "total_loss": 2.1841143994388403} {"data_time": 0.015800166875123978, "eta_seconds": 188755.53474162146, "iteration": 30919, "loss_fcos_cls": 0.3141503883525729, "loss_fcos_ctr": 0.6291442350484431, "loss_fcos_loc": 0.22934416867792606, "loss_mask": 0.5194265600293875, "loss_maskiou": 0.010822921438375488, "loss_sem_seg": 0.3315541045740247, "lr": 0.01, "mask_rcnn/accuracy": 0.7330570443665683, "mask_rcnn/false_negative": 0.14232203625475667, "mask_rcnn/false_positive": 0.39767200724708474, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7776450086385012, "total_loss": 2.0422884660947602} {"data_time": 0.01738127414137125, "eta_seconds": 188739.74465083703, "iteration": 30939, "loss_fcos_cls": 0.3313679778948426, "loss_fcos_ctr": 0.624826361425221, "loss_fcos_loc": 0.22547265607863665, "loss_mask": 0.4711167234927416, "loss_maskiou": 0.021050335381005425, "loss_sem_seg": 0.39159560250118375, "lr": 0.01, "mask_rcnn/accuracy": 0.7805719838955991, "mask_rcnn/false_negative": 0.13643054036519292, "mask_rcnn/false_positive": 0.2919569273879266, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.5, "time": 0.7890330981463194, "total_loss": 2.0470464377722237} {"data_time": 0.01648745872080326, "eta_seconds": 188761.86970110424, "iteration": 30959, "loss_fcos_cls": 0.2976203088182956, "loss_fcos_ctr": 0.6265922877937555, "loss_fcos_loc": 0.23097847239114344, "loss_mask": 0.45607671327888966, "loss_maskiou": 0.012386204238282517, "loss_sem_seg": 0.32899152766913176, "lr": 0.01, "mask_rcnn/accuracy": 0.780688193181563, "mask_rcnn/false_negative": 0.16554892361045942, "mask_rcnn/false_positive": 0.28280424263411363, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.0, "time": 0.7979625929147005, "total_loss": 1.9813693134346977} {"data_time": 0.01629683468490839, "eta_seconds": 188743.70257136412, "iteration": 30979, "loss_fcos_cls": 0.31880889023886994, "loss_fcos_ctr": 0.6244633309543133, "loss_fcos_loc": 0.2315329466946423, "loss_mask": 0.453122578561306, "loss_maskiou": 0.012563030832097866, "loss_sem_seg": 0.3356136092916131, "lr": 0.01, "mask_rcnn/accuracy": 0.7775877167839341, "mask_rcnn/false_negative": 0.19887349344209387, "mask_rcnn/false_positive": 0.2801834004154241, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.25, "time": 0.7747637694701552, "total_loss": 1.9919943155546207} {"data_time": 0.015513603575527668, "eta_seconds": 188692.37437848374, "iteration": 30999, "loss_fcos_cls": 0.3129143037367612, "loss_fcos_ctr": 0.6276945620775223, "loss_fcos_loc": 0.2316751676844433, "loss_mask": 0.44345694966614246, "loss_maskiou": 0.010146492495550774, "loss_sem_seg": 0.3785333754494786, "lr": 0.01, "mask_rcnn/accuracy": 0.8031075642976488, "mask_rcnn/false_negative": 0.17712806343367976, "mask_rcnn/false_positive": 0.20351415660981015, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.5, "time": 0.8018228784203529, "total_loss": 2.02160709934833} {"data_time": 0.016678856685757637, "eta_seconds": 188730.4095618995, "iteration": 31019, "loss_fcos_cls": 0.3255226179026067, "loss_fcos_ctr": 0.6268216553144157, "loss_fcos_loc": 0.24153172131627798, "loss_mask": 0.4483144674450159, "loss_maskiou": 0.01066079395241104, "loss_sem_seg": 0.3483916111290455, "lr": 0.01, "mask_rcnn/accuracy": 0.778248501781665, "mask_rcnn/false_negative": 0.16815098996467442, "mask_rcnn/false_positive": 0.2497564137219119, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7972871158272028, "total_loss": 2.013520464039175} {"data_time": 0.015269013121724129, "eta_seconds": 188703.28584776726, "iteration": 31039, "loss_fcos_cls": 0.31287446012720466, "loss_fcos_ctr": 0.6239887410774827, "loss_fcos_loc": 0.23766317102126777, "loss_mask": 0.42593309096992016, "loss_maskiou": 0.010320487956050783, "loss_sem_seg": 0.36790334712713957, "lr": 0.01, "mask_rcnn/accuracy": 0.808221377874617, "mask_rcnn/false_negative": 0.17002788377566663, "mask_rcnn/false_positive": 0.24656894974594604, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7862702868878841, "total_loss": 2.0055330077011604} {"data_time": 0.015537840314209461, "eta_seconds": 188687.49220061582, "iteration": 31059, "loss_fcos_cls": 0.31637098593637347, "loss_fcos_ctr": 0.628660592250526, "loss_fcos_loc": 0.24520287988707423, "loss_mask": 0.4219974372535944, "loss_maskiou": 0.011136600020108745, "loss_sem_seg": 0.33960458543151617, "lr": 0.01, "mask_rcnn/accuracy": 0.7890196401141102, "mask_rcnn/false_negative": 0.13737343773103539, "mask_rcnn/false_positive": 0.2904278149343372, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 29.25, "time": 0.7958834683522582, "total_loss": 1.9890530190605205} {"data_time": 0.016950270161032677, "eta_seconds": 188683.02577585075, "iteration": 31079, "loss_fcos_cls": 0.30303402710705996, "loss_fcos_ctr": 0.6277832398191094, "loss_fcos_loc": 0.23793532932177186, "loss_mask": 0.4108916725963354, "loss_maskiou": 0.010975129378493875, "loss_sem_seg": 0.35176340444013476, "lr": 0.01, "mask_rcnn/accuracy": 0.8246704931972789, "mask_rcnn/false_negative": 0.1572457784981462, "mask_rcnn/false_positive": 0.20512474881412446, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 25.25, "time": 0.7963906284421682, "total_loss": 1.954879628145136} {"data_time": 0.016193397343158722, "eta_seconds": 188687.54064567573, "iteration": 31099, "loss_fcos_cls": 0.31354699097573757, "loss_fcos_ctr": 0.6276350957341492, "loss_fcos_loc": 0.23363430704921484, "loss_mask": 0.4139362517744303, "loss_maskiou": 0.010107223381055519, "loss_sem_seg": 0.35855939146131277, "lr": 0.01, "mask_rcnn/accuracy": 0.8204921849692257, "mask_rcnn/false_negative": 0.12532094234724914, "mask_rcnn/false_positive": 0.2531982462602478, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.25, "time": 0.7907763021066785, "total_loss": 1.959070025899564} {"data_time": 0.018506361171603203, "eta_seconds": 188800.07542632055, "iteration": 31119, "loss_fcos_cls": 0.30027836724184453, "loss_fcos_ctr": 0.6214750492945313, "loss_fcos_loc": 0.22026087599806488, "loss_mask": 0.416577834635973, "loss_maskiou": 0.009561631799442694, "loss_sem_seg": 0.3401353859808296, "lr": 0.01, "mask_rcnn/accuracy": 0.8157525510204082, "mask_rcnn/false_negative": 0.1476476561129646, "mask_rcnn/false_positive": 0.22974445167097995, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7992819314822555, "total_loss": 1.9233676278963685} {"data_time": 0.016030491329729557, "eta_seconds": 188635.641989802, "iteration": 31139, "loss_fcos_cls": 0.31618516286835074, "loss_fcos_ctr": 0.6250907555222511, "loss_fcos_loc": 0.23657668777741492, "loss_mask": 0.4103077854961157, "loss_maskiou": 0.009464239323278889, "loss_sem_seg": 0.3320249004755169, "lr": 0.01, "mask_rcnn/accuracy": 0.809926494636316, "mask_rcnn/false_negative": 0.1456172435686397, "mask_rcnn/false_positive": 0.20983844816183422, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7708379896357656, "total_loss": 1.9642340830614557} {"data_time": 0.016045983880758286, "eta_seconds": 188605.62893409282, "iteration": 31159, "loss_fcos_cls": 0.31435961986426264, "loss_fcos_ctr": 0.629356874153018, "loss_fcos_loc": 0.23951269272947684, "loss_mask": 0.3997023580595851, "loss_maskiou": 0.009200101892929524, "loss_sem_seg": 0.3408413054421544, "lr": 0.01, "mask_rcnn/accuracy": 0.8171622851541989, "mask_rcnn/false_negative": 0.1470687816378033, "mask_rcnn/false_positive": 0.2119090981065111, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7799243107438087, "total_loss": 1.9106679204269312} {"data_time": 0.01508348062634468, "eta_seconds": 188578.1089119399, "iteration": 31179, "loss_fcos_cls": 0.309891305398196, "loss_fcos_ctr": 0.6237764125689864, "loss_fcos_loc": 0.22819218947552145, "loss_mask": 0.4060972798615694, "loss_maskiou": 0.009606305495253764, "loss_sem_seg": 0.32122962083667517, "lr": 0.01, "mask_rcnn/accuracy": 0.7970915342421554, "mask_rcnn/false_negative": 0.1339431424739905, "mask_rcnn/false_positive": 0.26038400637803505, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.781936720944941, "total_loss": 1.9144570952048525} {"data_time": 0.016264010220766068, "eta_seconds": 188574.04212463647, "iteration": 31199, "loss_fcos_cls": 0.32778640440665185, "loss_fcos_ctr": 0.6253649825230241, "loss_fcos_loc": 0.2383678127080202, "loss_mask": 0.38078542705625296, "loss_maskiou": 0.009885489489533938, "loss_sem_seg": 0.3797758212313056, "lr": 0.01, "mask_rcnn/accuracy": 0.8023715627690282, "mask_rcnn/false_negative": 0.14921085801719752, "mask_rcnn/false_positive": 0.2717263779116683, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.797148640267551, "total_loss": 1.950420928595122} {"data_time": 0.015844717621803284, "eta_seconds": 188558.2487199083, "iteration": 31219, "loss_fcos_cls": 0.31960262381471694, "loss_fcos_ctr": 0.6292307805269957, "loss_fcos_loc": 0.24092254182323813, "loss_mask": 0.3775533679872751, "loss_maskiou": 0.009294202725868672, "loss_sem_seg": 0.33953728433698416, "lr": 0.01, "mask_rcnn/accuracy": 0.8424030595871211, "mask_rcnn/false_negative": 0.1298819027085641, "mask_rcnn/false_positive": 0.24322407548095953, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7958141770213842, "total_loss": 1.9240274984040298} {"data_time": 0.015569872222840786, "eta_seconds": 188556.6690130541, "iteration": 31239, "loss_fcos_cls": 0.3096417810302228, "loss_fcos_ctr": 0.6268994743004441, "loss_fcos_loc": 0.23171601025387645, "loss_mask": 0.38871356286108494, "loss_maskiou": 0.009415836466359906, "loss_sem_seg": 0.317412453237921, "lr": 0.01, "mask_rcnn/accuracy": 0.8100028674260402, "mask_rcnn/false_negative": 0.14000218010438065, "mask_rcnn/false_positive": 0.21241605295949417, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.0, "time": 0.7872432144358754, "total_loss": 1.8922850356902927} {"data_time": 0.016085121780633926, "eta_seconds": 188540.87441770453, "iteration": 31259, "loss_fcos_cls": 0.3161467704921961, "loss_fcos_ctr": 0.6256976369768381, "loss_fcos_loc": 0.2294560489244759, "loss_mask": 0.40213323570787907, "loss_maskiou": 0.008942817250499502, "loss_sem_seg": 0.3629330648109317, "lr": 0.01, "mask_rcnn/accuracy": 0.8133970088391735, "mask_rcnn/false_negative": 0.12691167169303014, "mask_rcnn/false_positive": 0.1947701334293051, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7820026744157076, "total_loss": 1.9304545963241253} {"data_time": 0.015246533788740635, "eta_seconds": 188513.76208194997, "iteration": 31279, "loss_fcos_cls": 0.30843704799190164, "loss_fcos_ctr": 0.626769408583641, "loss_fcos_loc": 0.23925092490389943, "loss_mask": 0.4024978894740343, "loss_maskiou": 0.008706495980732143, "loss_sem_seg": 0.3500617849640548, "lr": 0.01, "mask_rcnn/accuracy": 0.8023700054070542, "mask_rcnn/false_negative": 0.13465902164373567, "mask_rcnn/false_positive": 0.2605676068175735, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.796437531709671, "total_loss": 1.9218301517757936} {"data_time": 0.019670382142066956, "eta_seconds": 188483.35437582526, "iteration": 31299, "loss_fcos_cls": 0.3175929612480104, "loss_fcos_ctr": 0.6246109651401639, "loss_fcos_loc": 0.23342792759649456, "loss_mask": 0.4015089813619852, "loss_maskiou": 0.009466326286201365, "loss_sem_seg": 0.3114887126721442, "lr": 0.01, "mask_rcnn/accuracy": 0.8075790412318774, "mask_rcnn/false_negative": 0.14800231295307253, "mask_rcnn/false_positive": 0.2236159504646186, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.7760096192359924, "total_loss": 1.8960701566538773} {"data_time": 0.01611028704792261, "eta_seconds": 188475.8344384022, "iteration": 31319, "loss_fcos_cls": 0.3067804689053446, "loss_fcos_ctr": 0.6274494035169482, "loss_fcos_loc": 0.23157320858445019, "loss_mask": 0.3892280561849475, "loss_maskiou": 0.008164970829966478, "loss_sem_seg": 0.3558886849787086, "lr": 0.01, "mask_rcnn/accuracy": 0.8235827664399094, "mask_rcnn/false_negative": 0.12676716217399137, "mask_rcnn/false_positive": 0.23327716805051976, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 29.5, "time": 0.7840820932760835, "total_loss": 1.9240141999180196} {"data_time": 0.017642457969486713, "eta_seconds": 188428.30022361875, "iteration": 31339, "loss_fcos_cls": 0.3047406659461558, "loss_fcos_ctr": 0.625682589598, "loss_fcos_loc": 0.23013727727811784, "loss_mask": 0.38583158794790506, "loss_maskiou": 0.009802430839044973, "loss_sem_seg": 0.3289471510797739, "lr": 0.01, "mask_rcnn/accuracy": 0.8103273199648712, "mask_rcnn/false_negative": 0.15401203848724387, "mask_rcnn/false_positive": 0.2302884280572069, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.0, "time": 0.7868599463254213, "total_loss": 1.8747550981643144} {"data_time": 0.015201174654066563, "eta_seconds": 188412.50976768136, "iteration": 31359, "loss_fcos_cls": 0.3202608744613826, "loss_fcos_ctr": 0.6260508988052607, "loss_fcos_loc": 0.22737598069943488, "loss_mask": 0.3826445899903774, "loss_maskiou": 0.010175608069403097, "loss_sem_seg": 0.34519564267247915, "lr": 0.01, "mask_rcnn/accuracy": 0.8379359825826882, "mask_rcnn/false_negative": 0.1073507465467565, "mask_rcnn/false_positive": 0.23234102343297047, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.773826633580029, "total_loss": 1.9146604213601677} {"data_time": 0.016730263829231262, "eta_seconds": 188396.71931174397, "iteration": 31379, "loss_fcos_cls": 0.3338868385180831, "loss_fcos_ctr": 0.626399495638907, "loss_fcos_loc": 0.2318467351142317, "loss_mask": 0.40296209789812565, "loss_maskiou": 0.010283178155077621, "loss_sem_seg": 0.32894428726285696, "lr": 0.01, "mask_rcnn/accuracy": 0.7923221561351814, "mask_rcnn/false_negative": 0.14236278500507044, "mask_rcnn/false_positive": 0.2132943126766243, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.25, "time": 0.7944028936326504, "total_loss": 1.957839167152997} {"data_time": 0.01749044843018055, "eta_seconds": 188404.3922623964, "iteration": 31399, "loss_fcos_cls": 0.30916757322847843, "loss_fcos_ctr": 0.6294790431857109, "loss_fcos_loc": 0.24562261704704724, "loss_mask": 0.395828852429986, "loss_maskiou": 0.009820443941862322, "loss_sem_seg": 0.35998976696282625, "lr": 0.01, "mask_rcnn/accuracy": 0.8001250981161696, "mask_rcnn/false_negative": 0.158870218715951, "mask_rcnn/false_positive": 0.23786841990672908, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 42.5, "time": 0.7920475788414478, "total_loss": 1.9712261357635725} {"data_time": 0.01638520509004593, "eta_seconds": 188343.22055474482, "iteration": 31419, "loss_fcos_cls": 0.2992718880996108, "loss_fcos_ctr": 0.6249260855838656, "loss_fcos_loc": 0.2348999218083918, "loss_mask": 0.3805493051186204, "loss_maskiou": 0.01032448312616907, "loss_sem_seg": 0.3209883733652532, "lr": 0.01, "mask_rcnn/accuracy": 0.8174752739210438, "mask_rcnn/false_negative": 0.1315139866689317, "mask_rcnn/false_positive": 0.23505769464370818, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.0, "time": 0.7828376740217209, "total_loss": 1.8858273831719998} {"data_time": 0.01689215749502182, "eta_seconds": 188327.43193615787, "iteration": 31439, "loss_fcos_cls": 0.31912877690047026, "loss_fcos_ctr": 0.6272363355383277, "loss_fcos_loc": 0.2373441110830754, "loss_mask": 0.38282589614391327, "loss_maskiou": 0.008604706701589748, "loss_sem_seg": 0.3589771492406726, "lr": 0.01, "mask_rcnn/accuracy": 0.8210193452380953, "mask_rcnn/false_negative": 0.15498679922886738, "mask_rcnn/false_positive": 0.21794568877115594, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7848626272752881, "total_loss": 1.9290422490157653} {"data_time": 0.01798626407980919, "eta_seconds": 188299.22842750605, "iteration": 31459, "loss_fcos_cls": 0.3247059704735875, "loss_fcos_ctr": 0.6260794568806887, "loss_fcos_loc": 0.23076489102095366, "loss_mask": 0.37202501483261585, "loss_maskiou": 0.0090074245526921, "loss_sem_seg": 0.360081170219928, "lr": 0.01, "mask_rcnn/accuracy": 0.8247934104128245, "mask_rcnn/false_negative": 0.11973847119409303, "mask_rcnn/false_positive": 0.22283470462221686, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7847476666793227, "total_loss": 1.9115727929456625} {"data_time": 0.01560191623866558, "eta_seconds": 188283.44084982108, "iteration": 31479, "loss_fcos_cls": 0.32318315864540637, "loss_fcos_ctr": 0.6276624305173755, "loss_fcos_loc": 0.2327271606773138, "loss_mask": 0.3701227009296417, "loss_maskiou": 0.009748261771164834, "loss_sem_seg": 0.36050117993727326, "lr": 0.01, "mask_rcnn/accuracy": 0.8463673133727174, "mask_rcnn/false_negative": 0.11892598257365339, "mask_rcnn/false_positive": 0.1820154780452754, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7919337404891849, "total_loss": 1.9495161742088385} {"data_time": 0.016639954410493374, "eta_seconds": 188280.066080397, "iteration": 31499, "loss_fcos_cls": 0.32119480427354574, "loss_fcos_ctr": 0.6260278662666678, "loss_fcos_loc": 0.23463655542582273, "loss_mask": 0.3954619187861681, "loss_maskiou": 0.009777839324669912, "loss_sem_seg": 0.3891413542442024, "lr": 0.01, "mask_rcnn/accuracy": 0.8205174927113702, "mask_rcnn/false_negative": 0.1312627757024649, "mask_rcnn/false_positive": 0.2517633932169474, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7962342724204063, "total_loss": 1.976190752349794} {"data_time": 0.01644362322986126, "eta_seconds": 188286.18612018228, "iteration": 31519, "loss_fcos_cls": 0.31617150641977787, "loss_fcos_ctr": 0.6265619099140167, "loss_fcos_loc": 0.23662489326670766, "loss_mask": 0.3746371725574136, "loss_maskiou": 0.009703991847345605, "loss_sem_seg": 0.35757737362291664, "lr": 0.01, "mask_rcnn/accuracy": 0.8274510462079568, "mask_rcnn/false_negative": 0.12233813888946549, "mask_rcnn/false_positive": 0.16696588945812343, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7940605999901891, "total_loss": 1.8939937940158416} {"data_time": 0.015898304991424084, "eta_seconds": 188293.845303596, "iteration": 31539, "loss_fcos_cls": 0.3201883510919288, "loss_fcos_ctr": 0.6241845991462469, "loss_fcos_loc": 0.22790011460892856, "loss_mask": 0.35577958077192307, "loss_maskiou": 0.00965855608228594, "loss_sem_seg": 0.2966574067249894, "lr": 0.01, "mask_rcnn/accuracy": 0.8522772578479101, "mask_rcnn/false_negative": 0.10810947888123855, "mask_rcnn/false_positive": 0.20157089194481992, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.8009625282138586, "total_loss": 1.8506493847817183} {"data_time": 0.01649331860244274, "eta_seconds": 188278.05288091023, "iteration": 31559, "loss_fcos_cls": 0.31434926530346274, "loss_fcos_ctr": 0.62811538297683, "loss_fcos_loc": 0.23194107902236283, "loss_mask": 0.37753398157656193, "loss_maskiou": 0.009556814140523784, "loss_sem_seg": 0.37280430481769145, "lr": 0.01, "mask_rcnn/accuracy": 0.8308999939261419, "mask_rcnn/false_negative": 0.13252847686212427, "mask_rcnn/false_positive": 0.26210736633735077, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.75, "time": 0.7915979092940688, "total_loss": 1.9407640879508108} {"data_time": 0.015660332515835762, "eta_seconds": 188262.26045822445, "iteration": 31579, "loss_fcos_cls": 0.313859558547847, "loss_fcos_ctr": 0.6298844339326024, "loss_fcos_loc": 0.23796362522989511, "loss_mask": 0.37498288974165916, "loss_maskiou": 0.009036779345478863, "loss_sem_seg": 0.4091297946870327, "lr": 0.01, "mask_rcnn/accuracy": 0.8351017387152881, "mask_rcnn/false_negative": 0.1331614555380468, "mask_rcnn/false_positive": 0.20719930398002373, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.0, "time": 0.7868884224444628, "total_loss": 1.943726317193068} {"data_time": 0.01683167740702629, "eta_seconds": 188223.02429643273, "iteration": 31599, "loss_fcos_cls": 0.3192053120583296, "loss_fcos_ctr": 0.6261156667023897, "loss_fcos_loc": 0.23979167419020087, "loss_mask": 0.38500819355249405, "loss_maskiou": 0.009225517205777578, "loss_sem_seg": 0.3584417821839452, "lr": 0.01, "mask_rcnn/accuracy": 0.8250908317872604, "mask_rcnn/false_negative": 0.12842754744504342, "mask_rcnn/false_positive": 0.21334274047563873, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.5, "time": 0.7886837190017104, "total_loss": 1.9471820673934417} {"data_time": 0.01570429652929306, "eta_seconds": 188156.00445772987, "iteration": 31619, "loss_fcos_cls": 0.3369157786946744, "loss_fcos_ctr": 0.6247047409415245, "loss_fcos_loc": 0.22854285629000515, "loss_mask": 0.3771794866770506, "loss_maskiou": 0.009361455769976601, "loss_sem_seg": 0.3520102724432945, "lr": 0.01, "mask_rcnn/accuracy": 0.8279686930575803, "mask_rcnn/false_negative": 0.11850447454339848, "mask_rcnn/false_positive": 0.22716473118378447, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7803261214867234, "total_loss": 1.9174364652426448} {"data_time": 0.015298076905310154, "eta_seconds": 188140.21829990204, "iteration": 31639, "loss_fcos_cls": 0.3113439963199198, "loss_fcos_ctr": 0.6247272454202175, "loss_fcos_loc": 0.22326373064424843, "loss_mask": 0.3723733574151993, "loss_maskiou": 0.009226766691426747, "loss_sem_seg": 0.3486151397228241, "lr": 0.01, "mask_rcnn/accuracy": 0.8399596081472223, "mask_rcnn/false_negative": 0.12765886865644224, "mask_rcnn/false_positive": 0.18340644519711294, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7898147888481617, "total_loss": 1.890210927609587} {"data_time": 0.01662716642022133, "eta_seconds": 187950.6082555158, "iteration": 31659, "loss_fcos_cls": 0.30906297033652663, "loss_fcos_ctr": 0.6264946260489523, "loss_fcos_loc": 0.2401617179857567, "loss_mask": 0.3726909290999174, "loss_maskiou": 0.009684025513706729, "loss_sem_seg": 0.38170902780257165, "lr": 0.01, "mask_rcnn/accuracy": 0.8429010558257073, "mask_rcnn/false_negative": 0.11552076429446916, "mask_rcnn/false_positive": 0.20650530600538958, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7826994433999062, "total_loss": 1.9289947373326868} {"data_time": 0.0189033979550004, "eta_seconds": 187862.4453659095, "iteration": 31679, "loss_fcos_cls": 0.3241795748472214, "loss_fcos_ctr": 0.6281145997345448, "loss_fcos_loc": 0.23855766491033137, "loss_mask": 0.3695979081094265, "loss_maskiou": 0.009296902571804821, "loss_sem_seg": 0.3451551445759833, "lr": 0.01, "mask_rcnn/accuracy": 0.8378198154261705, "mask_rcnn/false_negative": 0.13425235375931543, "mask_rcnn/false_positive": 0.18608836948627144, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7856653770431876, "total_loss": 1.905943828256568} {"data_time": 0.017474756576120853, "eta_seconds": 187830.7646813253, "iteration": 31699, "loss_fcos_cls": 0.31299071852117777, "loss_fcos_ctr": 0.6295063979923725, "loss_fcos_loc": 0.2462762393988669, "loss_mask": 0.37009630911052227, "loss_maskiou": 0.008495712274452671, "loss_sem_seg": 0.327842989936471, "lr": 0.01, "mask_rcnn/accuracy": 0.8326023091786219, "mask_rcnn/false_negative": 0.11555301853507098, "mask_rcnn/false_positive": 0.22794944978025228, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.5, "time": 0.7679776940494776, "total_loss": 1.8754599400854204} {"data_time": 0.016772691160440445, "eta_seconds": 187797.6453206828, "iteration": 31719, "loss_fcos_cls": 0.3057412374764681, "loss_fcos_ctr": 0.6288819564506412, "loss_fcos_loc": 0.23693228652700782, "loss_mask": 0.36144377663731575, "loss_maskiou": 0.008767089777393267, "loss_sem_seg": 0.345283517614007, "lr": 0.01, "mask_rcnn/accuracy": 0.8268746057745131, "mask_rcnn/false_negative": 0.1370713923433826, "mask_rcnn/false_positive": 0.20784360254901102, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.25, "time": 0.8060947274789214, "total_loss": 1.9084591845894465} {"data_time": 0.01657091360539198, "eta_seconds": 187838.00257936493, "iteration": 31739, "loss_fcos_cls": 0.32746873586438596, "loss_fcos_ctr": 0.6260176291689277, "loss_fcos_loc": 0.23971042165067047, "loss_mask": 0.3788720481097698, "loss_maskiou": 0.009143268020125106, "loss_sem_seg": 0.31567134615033865, "lr": 0.01, "mask_rcnn/accuracy": 0.8434831840899626, "mask_rcnn/false_negative": 0.11426251698211776, "mask_rcnn/false_positive": 0.19477019394392114, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.75, "time": 0.8052206812426448, "total_loss": 1.8997664305497892} {"data_time": 0.015138297341763973, "eta_seconds": 187933.13306187838, "iteration": 31759, "loss_fcos_cls": 0.31100984674412757, "loss_fcos_ctr": 0.6256298003718257, "loss_fcos_loc": 0.22685018798802048, "loss_mask": 0.3798896372318268, "loss_maskiou": 0.009957940928870812, "loss_sem_seg": 0.3572922539897263, "lr": 0.01, "mask_rcnn/accuracy": 0.8129063763186434, "mask_rcnn/false_negative": 0.12678857702311092, "mask_rcnn/false_positive": 0.24226489181445388, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 43.25, "time": 0.810753227211535, "total_loss": 1.88743547424383} {"data_time": 0.01640669535845518, "eta_seconds": 187986.34366738144, "iteration": 31779, "loss_fcos_cls": 0.3205292837228626, "loss_fcos_ctr": 0.6250220136716962, "loss_fcos_loc": 0.23831227829214185, "loss_mask": 0.37249746918678284, "loss_maskiou": 0.008765351580223069, "loss_sem_seg": 0.3146207195241004, "lr": 0.01, "mask_rcnn/accuracy": 0.8382669803269294, "mask_rcnn/false_negative": 0.1283477135489744, "mask_rcnn/false_positive": 0.19081328709437587, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7973315119743347, "total_loss": 1.9018074502237141} {"data_time": 0.018165914341807365, "eta_seconds": 187901.57961254567, "iteration": 31799, "loss_fcos_cls": 0.3209071112796664, "loss_fcos_ctr": 0.6254117097705603, "loss_fcos_loc": 0.23128005838952959, "loss_mask": 0.3783523514866829, "loss_maskiou": 0.008750074412091635, "loss_sem_seg": 0.3380968435667455, "lr": 0.01, "mask_rcnn/accuracy": 0.8222588476366297, "mask_rcnn/false_negative": 0.15109145531552073, "mask_rcnn/false_positive": 0.2165115666400581, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7779322285205126, "total_loss": 1.893182038798841} {"data_time": 0.014790979214012623, "eta_seconds": 187885.8028878793, "iteration": 31819, "loss_fcos_cls": 0.31304783769883215, "loss_fcos_ctr": 0.62748047336936, "loss_fcos_loc": 0.23810593190137297, "loss_mask": 0.3763512820005417, "loss_maskiou": 0.009954380453564227, "loss_sem_seg": 0.3469231934286654, "lr": 0.01, "mask_rcnn/accuracy": 0.8567578303899557, "mask_rcnn/false_negative": 0.1297456104979045, "mask_rcnn/false_positive": 0.1925024972090017, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.0, "time": 0.7799257365986705, "total_loss": 1.8551142748328857} {"data_time": 0.015724397264420986, "eta_seconds": 187839.31730032526, "iteration": 31839, "loss_fcos_cls": 0.3158145537599921, "loss_fcos_ctr": 0.6288120839744806, "loss_fcos_loc": 0.24074051110073924, "loss_mask": 0.35490729473531246, "loss_maskiou": 0.009521053376374766, "loss_sem_seg": 0.3590085096657276, "lr": 0.01, "mask_rcnn/accuracy": 0.8309023126625167, "mask_rcnn/false_negative": 0.11808245547222745, "mask_rcnn/false_positive": 0.23851247286530275, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7804446239024401, "total_loss": 1.90945137788367} {"data_time": 0.015374614857137203, "eta_seconds": 187854.2494385466, "iteration": 31859, "loss_fcos_cls": 0.3015946988016367, "loss_fcos_ctr": 0.6276015741750598, "loss_fcos_loc": 0.2325393375940621, "loss_mask": 0.37616404704749584, "loss_maskiou": 0.008964250890130643, "loss_sem_seg": 0.3453673692420125, "lr": 0.01, "mask_rcnn/accuracy": 0.8203999211341173, "mask_rcnn/false_negative": 0.11936963424673644, "mask_rcnn/false_positive": 0.24205540828145825, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.5, "time": 0.8009979426860809, "total_loss": 1.8929692062083632} {"data_time": 0.015179653652012348, "eta_seconds": 187907.43108466733, "iteration": 31879, "loss_fcos_cls": 0.3123383210040629, "loss_fcos_ctr": 0.6279994770884514, "loss_fcos_loc": 0.24244775902479887, "loss_mask": 0.3655234258621931, "loss_maskiou": 0.008686421017046086, "loss_sem_seg": 0.34022229444235563, "lr": 0.01, "mask_rcnn/accuracy": 0.8426363909463399, "mask_rcnn/false_negative": 0.12303177930889106, "mask_rcnn/false_positive": 0.22021096432224935, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7983324090018868, "total_loss": 1.9175001819385216} {"data_time": 0.01701305154711008, "eta_seconds": 187849.5573127549, "iteration": 31899, "loss_fcos_cls": 0.3133187119383365, "loss_fcos_ctr": 0.6262614019215107, "loss_fcos_loc": 0.2266092497156933, "loss_mask": 0.3541812924668193, "loss_maskiou": 0.008684718035510741, "loss_sem_seg": 0.3294966849498451, "lr": 0.01, "mask_rcnn/accuracy": 0.8403217286914766, "mask_rcnn/false_negative": 0.1276524704743384, "mask_rcnn/false_positive": 0.20612588288685368, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7781465109437704, "total_loss": 1.8674590546434047} {"data_time": 0.017676055431365967, "eta_seconds": 187940.4609397864, "iteration": 31919, "loss_fcos_cls": 0.3156401552259922, "loss_fcos_ctr": 0.6249617757275701, "loss_fcos_loc": 0.2269798946508672, "loss_mask": 0.3612518375739455, "loss_maskiou": 0.008115002186968923, "loss_sem_seg": 0.3397868345491588, "lr": 0.01, "mask_rcnn/accuracy": 0.8425625057715393, "mask_rcnn/false_negative": 0.1401226216833762, "mask_rcnn/false_positive": 0.1732399055912074, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.793094621039927, "total_loss": 1.929295062640449} {"data_time": 0.016733705066144466, "eta_seconds": 187886.7159738643, "iteration": 31939, "loss_fcos_cls": 0.31007428653538227, "loss_fcos_ctr": 0.6294821416959167, "loss_fcos_loc": 0.24182454217225313, "loss_mask": 0.364658166654408, "loss_maskiou": 0.008018730208277702, "loss_sem_seg": 0.3816961934790015, "lr": 0.01, "mask_rcnn/accuracy": 0.8338335771371486, "mask_rcnn/false_negative": 0.1231538104489662, "mask_rcnn/false_positive": 0.18113396699374276, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7812497476115823, "total_loss": 1.9101088214083575} {"data_time": 0.015764465555548668, "eta_seconds": 187802.22036986612, "iteration": 31959, "loss_fcos_cls": 0.3192449170164764, "loss_fcos_ctr": 0.6259482996538281, "loss_fcos_loc": 0.23144122934900224, "loss_mask": 0.3594721909612417, "loss_maskiou": 0.008809593331534415, "loss_sem_seg": 0.36273329704999924, "lr": 0.01, "mask_rcnn/accuracy": 0.8205328112752925, "mask_rcnn/false_negative": 0.13930113478005238, "mask_rcnn/false_positive": 0.20481206816672867, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.0, "time": 0.7812073361128569, "total_loss": 1.9262708140158793} {"data_time": 0.01674583461135626, "eta_seconds": 187791.92716356087, "iteration": 31979, "loss_fcos_cls": 0.3029437274672091, "loss_fcos_ctr": 0.6247518258169293, "loss_fcos_loc": 0.22161803906783462, "loss_mask": 0.35588056966662407, "loss_maskiou": 0.009295811149058864, "loss_sem_seg": 0.3319221406709403, "lr": 0.01, "mask_rcnn/accuracy": 0.8206006996294453, "mask_rcnn/false_negative": 0.12340169849847797, "mask_rcnn/false_positive": 0.2202790670097704, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.5, "time": 0.793448724783957, "total_loss": 1.864126256070449} {"data_time": 0.017223047092556953, "eta_seconds": 187804.88516202755, "iteration": 31999, "loss_fcos_cls": 0.320496192201972, "loss_fcos_ctr": 0.6277687074616551, "loss_fcos_loc": 0.23647529270965606, "loss_mask": 0.36639055609703064, "loss_maskiou": 0.009422543254913762, "loss_sem_seg": 0.3458458390086889, "lr": 0.01, "mask_rcnn/accuracy": 0.8380951281611546, "mask_rcnn/false_negative": 0.11701976618305507, "mask_rcnn/false_positive": 0.23046639096484506, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.25, "time": 0.8025641031563282, "total_loss": 1.8844948081241455} {"data_time": 0.01518018078058958, "eta_seconds": 187640.67760870513, "iteration": 32019, "loss_fcos_cls": 0.3141590007580817, "loss_fcos_ctr": 0.6285358187742531, "loss_fcos_loc": 0.24286852357909083, "loss_mask": 0.3652004534378648, "loss_maskiou": 0.00960309847141616, "loss_sem_seg": 0.3465262525714934, "lr": 0.01, "mask_rcnn/accuracy": 0.8333042676530071, "mask_rcnn/false_negative": 0.15186327014720774, "mask_rcnn/false_positive": 0.2029477995841773, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.0, "time": 0.7841454679146409, "total_loss": 1.882240240349347} {"data_time": 0.016960705630481243, "eta_seconds": 187744.5888378257, "iteration": 32039, "loss_fcos_cls": 0.31719864904880524, "loss_fcos_ctr": 0.6262605655938387, "loss_fcos_loc": 0.2273373141651973, "loss_mask": 0.36150997318327427, "loss_maskiou": 0.00963367082295008, "loss_sem_seg": 0.3554371683858335, "lr": 0.01, "mask_rcnn/accuracy": 0.827181059962258, "mask_rcnn/false_negative": 0.15993635128259823, "mask_rcnn/false_positive": 0.2129159539735241, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.795860250480473, "total_loss": 1.933220122824423} {"data_time": 0.01663932204246521, "eta_seconds": 187699.85494121537, "iteration": 32059, "loss_fcos_cls": 0.3061915357830003, "loss_fcos_ctr": 0.6276185354217887, "loss_fcos_loc": 0.2312762850197032, "loss_mask": 0.3513309517875314, "loss_maskiou": 0.008736387710087001, "loss_sem_seg": 0.3575313948094845, "lr": 0.01, "mask_rcnn/accuracy": 0.8380364337274275, "mask_rcnn/false_negative": 0.11487263678373431, "mask_rcnn/false_positive": 0.22222822794571653, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7861473998054862, "total_loss": 1.8936352199380053} {"data_time": 0.014717625454068184, "eta_seconds": 187684.07793305442, "iteration": 32079, "loss_fcos_cls": 0.30580104514956474, "loss_fcos_ctr": 0.6280351970344782, "loss_fcos_loc": 0.23487356421537697, "loss_mask": 0.3681456008926034, "loss_maskiou": 0.008959206839790568, "loss_sem_seg": 0.3561835997388698, "lr": 0.01, "mask_rcnn/accuracy": 0.8383703648870262, "mask_rcnn/false_negative": 0.12182003423591214, "mask_rcnn/false_positive": 0.2078613725707898, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.7900060042738914, "total_loss": 1.9034460120019503} {"data_time": 0.015534134581685066, "eta_seconds": 187697.2505120905, "iteration": 32099, "loss_fcos_cls": 0.30290533509105444, "loss_fcos_ctr": 0.6244379626587033, "loss_fcos_loc": 0.2181970764650032, "loss_mask": 0.35561640094965696, "loss_maskiou": 0.008622615539934486, "loss_sem_seg": 0.33859890839084983, "lr": 0.01, "mask_rcnn/accuracy": 0.8504061107201502, "mask_rcnn/false_negative": 0.11586374189849707, "mask_rcnn/false_positive": 0.21765961974824224, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7937394818291068, "total_loss": 1.8578846890450222} {"data_time": 0.016973527148365974, "eta_seconds": 187639.08816262148, "iteration": 32119, "loss_fcos_cls": 0.3221687418408692, "loss_fcos_ctr": 0.6275384034961462, "loss_fcos_loc": 0.23210695735178888, "loss_mask": 0.35860335174947977, "loss_maskiou": 0.008792080683633685, "loss_sem_seg": 0.38921911595389247, "lr": 0.01, "mask_rcnn/accuracy": 0.8242874260093648, "mask_rcnn/false_negative": 0.1453845365942607, "mask_rcnn/false_positive": 0.2368378354936281, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7972159888595343, "total_loss": 1.9599963166110683} {"data_time": 0.016130377538502216, "eta_seconds": 187623.3122840803, "iteration": 32139, "loss_fcos_cls": 0.3095082901418209, "loss_fcos_ctr": 0.627306298352778, "loss_fcos_loc": 0.24112895876169205, "loss_mask": 0.35715264081954956, "loss_maskiou": 0.0087180485134013, "loss_sem_seg": 0.33286341466009617, "lr": 0.01, "mask_rcnn/accuracy": 0.8232795972983306, "mask_rcnn/false_negative": 0.12819878697838044, "mask_rcnn/false_positive": 0.24281327988797385, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.0, "time": 0.7835733303800225, "total_loss": 1.8918212193821091} {"data_time": 0.017184522934257984, "eta_seconds": 187649.91218635533, "iteration": 32159, "loss_fcos_cls": 0.30529034370556474, "loss_fcos_ctr": 0.6267377724871039, "loss_fcos_loc": 0.2270952530670911, "loss_mask": 0.3551133219152689, "loss_maskiou": 0.008962373147369362, "loss_sem_seg": 0.2928692470304668, "lr": 0.01, "mask_rcnn/accuracy": 0.8489213620230701, "mask_rcnn/false_negative": 0.1202185642895969, "mask_rcnn/false_positive": 0.19468647939952544, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 23.25, "time": 0.7914233272895217, "total_loss": 1.8112565216579242} {"data_time": 0.01508251205086708, "eta_seconds": 187634.1327444436, "iteration": 32179, "loss_fcos_cls": 0.32078289426863194, "loss_fcos_ctr": 0.6277969609946012, "loss_fcos_loc": 0.23526567732915282, "loss_mask": 0.3620210262015462, "loss_maskiou": 0.008778174524195492, "loss_sem_seg": 0.35907047148793936, "lr": 0.01, "mask_rcnn/accuracy": 0.8436543367346938, "mask_rcnn/false_negative": 0.11398402872271907, "mask_rcnn/false_positive": 0.2188810443488342, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7741881245747209, "total_loss": 1.9066723323485348} {"data_time": 0.01512650866061449, "eta_seconds": 187555.3826753106, "iteration": 32199, "loss_fcos_cls": 0.31789487320929766, "loss_fcos_ctr": 0.6262479275465012, "loss_fcos_loc": 0.23008306557312608, "loss_mask": 0.3482609912753105, "loss_maskiou": 0.008030663680983707, "loss_sem_seg": 0.3086942550726235, "lr": 0.01, "mask_rcnn/accuracy": 0.8479825189913143, "mask_rcnn/false_negative": 0.09725029112260992, "mask_rcnn/false_positive": 0.23260509962542192, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7859698291867971, "total_loss": 1.8175979252555408} {"data_time": 0.016132398508489132, "eta_seconds": 187542.90792514104, "iteration": 32219, "loss_fcos_cls": 0.3272876236587763, "loss_fcos_ctr": 0.6268096370622516, "loss_fcos_loc": 0.2329708186443895, "loss_mask": 0.35834142100065947, "loss_maskiou": 0.009414550149813294, "loss_sem_seg": 0.3399271247908473, "lr": 0.01, "mask_rcnn/accuracy": 0.8401944569036406, "mask_rcnn/false_negative": 0.1342895203796086, "mask_rcnn/false_positive": 0.22119547144107068, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.0, "time": 0.7974456353113055, "total_loss": 1.9138676894363016} {"data_time": 0.01624823734164238, "eta_seconds": 187459.97954110987, "iteration": 32239, "loss_fcos_cls": 0.30579479993321, "loss_fcos_ctr": 0.6266943952068686, "loss_fcos_loc": 0.23021064206841402, "loss_mask": 0.3333084862679243, "loss_maskiou": 0.009150976577075198, "loss_sem_seg": 0.35764998756349087, "lr": 0.01, "mask_rcnn/accuracy": 0.8197557691710107, "mask_rcnn/false_negative": 0.12976258691495662, "mask_rcnn/false_positive": 0.23563174932058512, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7748697772622108, "total_loss": 1.8717071406717878} {"data_time": 0.01605978235602379, "eta_seconds": 187511.35907844175, "iteration": 32259, "loss_fcos_cls": 0.3088194045703858, "loss_fcos_ctr": 0.6269620805978775, "loss_fcos_loc": 0.23315270245075226, "loss_mask": 0.3519231677055359, "loss_maskiou": 0.009141937072854489, "loss_sem_seg": 0.3730779499746859, "lr": 0.01, "mask_rcnn/accuracy": 0.8448043691160675, "mask_rcnn/false_negative": 0.12013346637898453, "mask_rcnn/false_positive": 0.22588661149237788, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.25, "time": 0.7990105198696256, "total_loss": 1.9193151795479935} {"data_time": 0.016602372750639915, "eta_seconds": 187428.44199213572, "iteration": 32279, "loss_fcos_cls": 0.31720500998198986, "loss_fcos_ctr": 0.6271182959899306, "loss_fcos_loc": 0.22553765657357872, "loss_mask": 0.3491322956979275, "loss_maskiou": 0.00868067709961906, "loss_sem_seg": 0.37157605215907097, "lr": 0.01, "mask_rcnn/accuracy": 0.835047281535335, "mask_rcnn/false_negative": 0.11700190061027543, "mask_rcnn/false_positive": 0.21371742394770663, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7889546332880855, "total_loss": 1.8855452848947607} {"data_time": 0.018615339882671833, "eta_seconds": 187497.10525575094, "iteration": 32299, "loss_fcos_cls": 0.3029872705228627, "loss_fcos_ctr": 0.6256291531026363, "loss_fcos_loc": 0.23002584546338767, "loss_mask": 0.35519264731556177, "loss_maskiou": 0.008179360476788133, "loss_sem_seg": 0.3294106477405876, "lr": 0.01, "mask_rcnn/accuracy": 0.8304100853824676, "mask_rcnn/false_negative": 0.11442837905051462, "mask_rcnn/false_positive": 0.20985322091323177, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.8008945034816861, "total_loss": 1.8384102740383241} {"data_time": 0.015385259874165058, "eta_seconds": 187618.16007812787, "iteration": 32319, "loss_fcos_cls": 0.3186218269984238, "loss_fcos_ctr": 0.624444936402142, "loss_fcos_loc": 0.22510479437187314, "loss_mask": 0.36628455482423306, "loss_maskiou": 0.009618610551115125, "loss_sem_seg": 0.33135566022247076, "lr": 0.01, "mask_rcnn/accuracy": 0.83580454607092, "mask_rcnn/false_negative": 0.1055723613008534, "mask_rcnn/false_positive": 0.17590503325235185, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.8025807105004787, "total_loss": 1.8870780760480557} {"data_time": 0.015797900967299938, "eta_seconds": 187633.81190640293, "iteration": 32339, "loss_fcos_cls": 0.3089362143073231, "loss_fcos_ctr": 0.6242420934140682, "loss_fcos_loc": 0.2290525264106691, "loss_mask": 0.35188781563192606, "loss_maskiou": 0.008902821035007946, "loss_sem_seg": 0.34484040224924684, "lr": 0.01, "mask_rcnn/accuracy": 0.8533928263891453, "mask_rcnn/false_negative": 0.10073862293289601, "mask_rcnn/false_positive": 0.21833099241277493, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7893117591738701, "total_loss": 1.893688608892262} {"data_time": 0.016938216984272003, "eta_seconds": 187679.32430706825, "iteration": 32359, "loss_fcos_cls": 0.31865698006004095, "loss_fcos_ctr": 0.6258325758390129, "loss_fcos_loc": 0.23709417460486293, "loss_mask": 0.3367079822346568, "loss_maskiou": 0.007929183906526305, "loss_sem_seg": 0.36330244061537087, "lr": 0.01, "mask_rcnn/accuracy": 0.8384067625337807, "mask_rcnn/false_negative": 0.09600677685695891, "mask_rcnn/false_positive": 0.22101815057574029, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.25, "time": 0.7754438305273652, "total_loss": 1.8864783852841356} {"data_time": 0.015092333778738976, "eta_seconds": 187570.79790107254, "iteration": 32379, "loss_fcos_cls": 0.3099703178741038, "loss_fcos_ctr": 0.628912671469152, "loss_fcos_loc": 0.24152701545972377, "loss_mask": 0.36153118312358856, "loss_maskiou": 0.008321458430145867, "loss_sem_seg": 0.33861143281683326, "lr": 0.01, "mask_rcnn/accuracy": 0.8362489911218725, "mask_rcnn/false_negative": 0.1537044072782522, "mask_rcnn/false_positive": 0.17274961764777283, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7780358977615833, "total_loss": 1.8886674293898977} {"data_time": 0.016205625608563423, "eta_seconds": 187523.66663210746, "iteration": 32399, "loss_fcos_cls": 0.31045374600216746, "loss_fcos_ctr": 0.6271699024364352, "loss_fcos_loc": 0.22853594622574747, "loss_mask": 0.33997140545397997, "loss_maskiou": 0.008583866758272052, "loss_sem_seg": 0.31112715182825923, "lr": 0.01, "mask_rcnn/accuracy": 0.8666061407138493, "mask_rcnn/false_negative": 0.11510929725415664, "mask_rcnn/false_positive": 0.18119500106938158, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.786798344925046, "total_loss": 1.8390898138459306} {"data_time": 0.0173305319622159, "eta_seconds": 187495.77649466414, "iteration": 32419, "loss_fcos_cls": 0.32293383684009314, "loss_fcos_ctr": 0.6250681588426232, "loss_fcos_loc": 0.22684024018235505, "loss_mask": 0.3486401969566941, "loss_maskiou": 0.010026122341514565, "loss_sem_seg": 0.40794658567756414, "lr": 0.01, "mask_rcnn/accuracy": 0.8400389911299324, "mask_rcnn/false_negative": 0.11744836624104764, "mask_rcnn/false_positive": 0.2206397229408976, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 34.25, "time": 0.771508970297873, "total_loss": 1.9209783696569502} {"data_time": 0.016141227446496487, "eta_seconds": 187492.0971241286, "iteration": 32439, "loss_fcos_cls": 0.32512357528321445, "loss_fcos_ctr": 0.6245328141376376, "loss_fcos_loc": 0.23053944436833262, "loss_mask": 0.36437616031616926, "loss_maskiou": 0.009115148335695267, "loss_sem_seg": 0.3701931044925004, "lr": 0.01, "mask_rcnn/accuracy": 0.8210565476190477, "mask_rcnn/false_negative": 0.1477989234420215, "mask_rcnn/false_positive": 0.22725608174073186, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.0, "time": 0.7858113273978233, "total_loss": 1.9086533627705649} {"data_time": 0.01568890456110239, "eta_seconds": 187507.64833166543, "iteration": 32459, "loss_fcos_cls": 0.3143728575669229, "loss_fcos_ctr": 0.6264245128259063, "loss_fcos_loc": 0.22355050244368613, "loss_mask": 0.35098685324192047, "loss_maskiou": 0.008257428038632497, "loss_sem_seg": 0.3462648466229439, "lr": 0.01, "mask_rcnn/accuracy": 0.840607909830599, "mask_rcnn/false_negative": 0.1232714729662546, "mask_rcnn/false_positive": 0.219765729443822, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7898557223379612, "total_loss": 1.8832252918509766} {"data_time": 0.015503150410950184, "eta_seconds": 187448.42528985534, "iteration": 32479, "loss_fcos_cls": 0.2996434587985277, "loss_fcos_ctr": 0.6259022681042552, "loss_fcos_loc": 0.23078032210469246, "loss_mask": 0.36483918502926826, "loss_maskiou": 0.008971234528871719, "loss_sem_seg": 0.4188325023278594, "lr": 0.01, "mask_rcnn/accuracy": 0.8215433857725105, "mask_rcnn/false_negative": 0.11386824942250033, "mask_rcnn/false_positive": 0.25492494781741204, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.783450216986239, "total_loss": 1.9422098945069592} {"data_time": 0.016200833022594452, "eta_seconds": 187258.28098322544, "iteration": 32499, "loss_fcos_cls": 0.3287354784552008, "loss_fcos_ctr": 0.6273247417993844, "loss_fcos_loc": 0.23749745753593743, "loss_mask": 0.3500655135139823, "loss_maskiou": 0.00862051168223843, "loss_sem_seg": 0.39376241341233253, "lr": 0.01, "mask_rcnn/accuracy": 0.8595948425600681, "mask_rcnn/false_negative": 0.11057663808616491, "mask_rcnn/false_positive": 0.19745197513008578, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7703496692702174, "total_loss": 1.9348337886913214} {"data_time": 0.015587134286761284, "eta_seconds": 187380.18206986785, "iteration": 32519, "loss_fcos_cls": 0.3273947527632117, "loss_fcos_ctr": 0.6292915223166347, "loss_fcos_loc": 0.2473897507879883, "loss_mask": 0.35083408188074827, "loss_maskiou": 0.00898424509796314, "loss_sem_seg": 0.37671953439712524, "lr": 0.01, "mask_rcnn/accuracy": 0.8518893616539417, "mask_rcnn/false_negative": 0.13018161117190707, "mask_rcnn/false_positive": 0.19487784061594118, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.8021541768684983, "total_loss": 1.9411746935074916} {"data_time": 0.016224785707890987, "eta_seconds": 187413.17335418146, "iteration": 32539, "loss_fcos_cls": 0.31463470915332437, "loss_fcos_ctr": 0.6251720190048218, "loss_fcos_loc": 0.22577606234699488, "loss_mask": 0.3496296824887395, "loss_maskiou": 0.008981240331195295, "loss_sem_seg": 0.3626251337118447, "lr": 0.01, "mask_rcnn/accuracy": 0.8402343918539932, "mask_rcnn/false_negative": 0.1275821405641499, "mask_rcnn/false_positive": 0.21197961397181608, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.0, "time": 0.8008089326322079, "total_loss": 1.8929148868628545} {"data_time": 0.015694900415837765, "eta_seconds": 187385.29035011027, "iteration": 32559, "loss_fcos_cls": 0.31639220053330064, "loss_fcos_ctr": 0.6267111571505666, "loss_fcos_loc": 0.22697615576907992, "loss_mask": 0.3507022988051176, "loss_maskiou": 0.008483397657983005, "loss_sem_seg": 0.3519925018772483, "lr": 0.01, "mask_rcnn/accuracy": 0.8285211282375378, "mask_rcnn/false_negative": 0.12724576040294389, "mask_rcnn/false_positive": 0.1836259392491715, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7890098011121154, "total_loss": 1.8920805831294274} {"data_time": 0.016545895487070084, "eta_seconds": 187327.49598983955, "iteration": 32579, "loss_fcos_cls": 0.30092359986156225, "loss_fcos_ctr": 0.6272923918440938, "loss_fcos_loc": 0.2292100484482944, "loss_mask": 0.3586836848407984, "loss_maskiou": 0.009062258177436888, "loss_sem_seg": 0.35932917334139347, "lr": 0.01, "mask_rcnn/accuracy": 0.8403849448127708, "mask_rcnn/false_negative": 0.1486408289400571, "mask_rcnn/false_positive": 0.17530288191606264, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7770924121141434, "total_loss": 1.8935656425310299} {"data_time": 0.015437787398695946, "eta_seconds": 187311.7157938173, "iteration": 32599, "loss_fcos_cls": 0.3134750088211149, "loss_fcos_ctr": 0.6270415810868144, "loss_fcos_loc": 0.2365017628762871, "loss_mask": 0.3679921021685004, "loss_maskiou": 0.00980604592768941, "loss_sem_seg": 0.3735866183415055, "lr": 0.01, "mask_rcnn/accuracy": 0.8179515182173689, "mask_rcnn/false_negative": 0.11650586578004651, "mask_rcnn/false_positive": 0.21101452483120592, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.25, "time": 0.7889769030734897, "total_loss": 1.948154609563062} {"data_time": 0.015001706779003143, "eta_seconds": 187326.6632685, "iteration": 32619, "loss_fcos_cls": 0.31095402617938817, "loss_fcos_ctr": 0.6254324475303292, "loss_fcos_loc": 0.22500845743343234, "loss_mask": 0.3441901011392474, "loss_maskiou": 0.009520580730168149, "loss_sem_seg": 0.31781995901837945, "lr": 0.01, "mask_rcnn/accuracy": 0.8541399514351196, "mask_rcnn/false_negative": 0.11284151961540881, "mask_rcnn/false_positive": 0.16852955824772875, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.5, "time": 0.7821577610448003, "total_loss": 1.8113587618718157} {"data_time": 0.01801344659179449, "eta_seconds": 187396.96133532934, "iteration": 32639, "loss_fcos_cls": 0.32468833634629846, "loss_fcos_ctr": 0.6284085717052221, "loss_fcos_loc": 0.24624774046242237, "loss_mask": 0.3824683493003249, "loss_maskiou": 0.009216513717547059, "loss_sem_seg": 0.3791025672107935, "lr": 0.01, "mask_rcnn/accuracy": 0.8284862075577932, "mask_rcnn/false_negative": 0.12876486766108142, "mask_rcnn/false_positive": 0.22378760634869077, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.25, "time": 0.8086965214461088, "total_loss": 1.9685961015929934} {"data_time": 0.01618775725364685, "eta_seconds": 187589.43681996036, "iteration": 32659, "loss_fcos_cls": 0.30332489870488644, "loss_fcos_ctr": 0.6248405324295163, "loss_fcos_loc": 0.2296382065396756, "loss_mask": 0.3433584375306964, "loss_maskiou": 0.008764079422689974, "loss_sem_seg": 0.36561350617557764, "lr": 0.01, "mask_rcnn/accuracy": 0.8482279226729894, "mask_rcnn/false_negative": 0.16017838815078328, "mask_rcnn/false_positive": 0.1727631177022516, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7988357553258538, "total_loss": 1.8754535182961263} {"data_time": 0.015496715903282166, "eta_seconds": 187659.31541887857, "iteration": 32679, "loss_fcos_cls": 0.3162478454178199, "loss_fcos_ctr": 0.6255468502640724, "loss_fcos_loc": 0.23390660784207284, "loss_mask": 0.35335966013371944, "loss_maskiou": 0.008475014023133554, "loss_sem_seg": 0.33007843513041735, "lr": 0.01, "mask_rcnn/accuracy": 0.84015731292517, "mask_rcnn/false_negative": 0.13234250270048536, "mask_rcnn/false_positive": 0.18975215081167113, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.803288602270186, "total_loss": 1.8858553653553827} {"data_time": 0.014326323755085468, "eta_seconds": 187673.96863266826, "iteration": 32699, "loss_fcos_cls": 0.3058000800665468, "loss_fcos_ctr": 0.6236694185063243, "loss_fcos_loc": 0.2251643417403102, "loss_mask": 0.3415878750383854, "loss_maskiou": 0.009366562851937488, "loss_sem_seg": 0.36456485325470567, "lr": 0.01, "mask_rcnn/accuracy": 0.8447629840856399, "mask_rcnn/false_negative": 0.13517940925282051, "mask_rcnn/false_positive": 0.18052042247909447, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7809358695521951, "total_loss": 1.8733796514570713} {"data_time": 0.015995951369404793, "eta_seconds": 187639.91578195337, "iteration": 32719, "loss_fcos_cls": 0.3113659075461328, "loss_fcos_ctr": 0.6292372327297926, "loss_fcos_loc": 0.2401705690426752, "loss_mask": 0.36453414149582386, "loss_maskiou": 0.008674832002725452, "loss_sem_seg": 0.34104178939014673, "lr": 0.01, "mask_rcnn/accuracy": 0.8638068385248836, "mask_rcnn/false_negative": 0.12332955699690502, "mask_rcnn/false_positive": 0.23505493823233925, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7935671983286738, "total_loss": 1.8717928585974732} {"data_time": 0.01669496763497591, "eta_seconds": 187611.8709916044, "iteration": 32739, "loss_fcos_cls": 0.31397707015275955, "loss_fcos_ctr": 0.6278227651491761, "loss_fcos_loc": 0.24036563676781952, "loss_mask": 0.35097637213766575, "loss_maskiou": 0.008769449195824564, "loss_sem_seg": 0.34761670185253024, "lr": 0.01, "mask_rcnn/accuracy": 0.8293095700472202, "mask_rcnn/false_negative": 0.12820687652812474, "mask_rcnn/false_positive": 0.20629956695209634, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 34.5, "time": 0.7957224836573005, "total_loss": 1.9007691054575844} {"data_time": 0.016153165139257908, "eta_seconds": 187608.28410208318, "iteration": 32759, "loss_fcos_cls": 0.30782670620828867, "loss_fcos_ctr": 0.6278708875179291, "loss_fcos_loc": 0.2338683115085587, "loss_mask": 0.3443511137738824, "loss_maskiou": 0.009184778289636597, "loss_sem_seg": 0.3519564045127481, "lr": 0.01, "mask_rcnn/accuracy": 0.8485622841344987, "mask_rcnn/false_negative": 0.10458733190127606, "mask_rcnn/false_positive": 0.21260026242299754, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7973194839432836, "total_loss": 1.895077437366126} {"data_time": 0.015493936836719513, "eta_seconds": 187610.69912478328, "iteration": 32779, "loss_fcos_cls": 0.3176901778788306, "loss_fcos_ctr": 0.6314267779234797, "loss_fcos_loc": 0.24838010291568935, "loss_mask": 0.35338288359344006, "loss_maskiou": 0.009445522853638977, "loss_sem_seg": 0.34054930321872234, "lr": 0.01, "mask_rcnn/accuracy": 0.8324972222870841, "mask_rcnn/false_negative": 0.10784937499365763, "mask_rcnn/false_positive": 0.2510058496044326, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.804694090038538, "total_loss": 1.9141219103184994} {"data_time": 0.019144141115248203, "eta_seconds": 187634.59595920052, "iteration": 32799, "loss_fcos_cls": 0.3329173931851983, "loss_fcos_ctr": 0.627971469424665, "loss_fcos_loc": 0.23799751000478864, "loss_mask": 0.3497123923152685, "loss_maskiou": 0.009297748620156199, "loss_sem_seg": 0.342183283995837, "lr": 0.01, "mask_rcnn/accuracy": 0.833469387755102, "mask_rcnn/false_negative": 0.1443424207978552, "mask_rcnn/false_positive": 0.2082080377924883, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7935484442859888, "total_loss": 1.885542539312155} {"data_time": 0.014740991406142712, "eta_seconds": 187599.6762469709, "iteration": 32819, "loss_fcos_cls": 0.32574174366891384, "loss_fcos_ctr": 0.6309909736737609, "loss_fcos_loc": 0.24129596259444952, "loss_mask": 0.34964905120432377, "loss_maskiou": 0.008906043483875692, "loss_sem_seg": 0.3493785634636879, "lr": 0.01, "mask_rcnn/accuracy": 0.8294331757093081, "mask_rcnn/false_negative": 0.1144888557971051, "mask_rcnn/false_positive": 0.22897141823771944, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.0, "time": 0.787829352542758, "total_loss": 1.913274683029158} {"data_time": 0.01511007733643055, "eta_seconds": 187602.9545081174, "iteration": 32839, "loss_fcos_cls": 0.3151337836170569, "loss_fcos_ctr": 0.6271458808332682, "loss_fcos_loc": 0.24174454668536782, "loss_mask": 0.3509319657459855, "loss_maskiou": 0.008866644493537024, "loss_sem_seg": 0.3583882371895015, "lr": 0.01, "mask_rcnn/accuracy": 0.8466410001500599, "mask_rcnn/false_negative": 0.12094069653672457, "mask_rcnn/false_positive": 0.18323891026755362, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.790141524747014, "total_loss": 1.896740745025454} {"data_time": 0.015143707394599915, "eta_seconds": 187568.03801688552, "iteration": 32859, "loss_fcos_cls": 0.32114788121543825, "loss_fcos_ctr": 0.6246627802029252, "loss_fcos_loc": 0.23740394762717187, "loss_mask": 0.35906119365245104, "loss_maskiou": 0.009399936840054579, "loss_sem_seg": 0.3628089055418968, "lr": 0.01, "mask_rcnn/accuracy": 0.8364285149900668, "mask_rcnn/false_negative": 0.11407617087491079, "mask_rcnn/false_positive": 0.19655359777829676, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.5, "time": 0.794241851195693, "total_loss": 1.9291561306017684} {"data_time": 0.017054451629519463, "eta_seconds": 187501.16732796468, "iteration": 32879, "loss_fcos_cls": 0.31619011622387916, "loss_fcos_ctr": 0.6272669192403555, "loss_fcos_loc": 0.2464570424053818, "loss_mask": 0.36506255250424147, "loss_maskiou": 0.009683118492830545, "loss_sem_seg": 0.3492290056310594, "lr": 0.01, "mask_rcnn/accuracy": 0.8372788471824373, "mask_rcnn/false_negative": 0.12401771481399895, "mask_rcnn/false_positive": 0.19783902195125713, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.5, "time": 0.792246650904417, "total_loss": 1.9033335952553898} {"data_time": 0.014740505255758762, "eta_seconds": 187497.57322253752, "iteration": 32899, "loss_fcos_cls": 0.3140644086524844, "loss_fcos_ctr": 0.6299485685303807, "loss_fcos_loc": 0.24463722575455904, "loss_mask": 0.3489773543551564, "loss_maskiou": 0.009053801506524906, "loss_sem_seg": 0.329493529163301, "lr": 0.01, "mask_rcnn/accuracy": 0.8283623365906054, "mask_rcnn/false_negative": 0.12282925341914169, "mask_rcnn/false_positive": 0.18363569978204414, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.0, "time": 0.7880547968670726, "total_loss": 1.870665637528873} {"data_time": 0.014497550204396248, "eta_seconds": 187445.0400732346, "iteration": 32919, "loss_fcos_cls": 0.31098619010299444, "loss_fcos_ctr": 0.6304502775892615, "loss_fcos_loc": 0.23120765737257898, "loss_mask": 0.33821925055235624, "loss_maskiou": 0.009045526152476668, "loss_sem_seg": 0.3377062971703708, "lr": 0.01, "mask_rcnn/accuracy": 0.8459145269837387, "mask_rcnn/false_negative": 0.09530944251541824, "mask_rcnn/false_positive": 0.2019864014690632, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.772465605288744, "total_loss": 1.8729936784657184} {"data_time": 0.016428908333182335, "eta_seconds": 187465.8678020602, "iteration": 32939, "loss_fcos_cls": 0.3173832818865776, "loss_fcos_ctr": 0.6261142534203827, "loss_fcos_loc": 0.2384351114742458, "loss_mask": 0.3551130695268512, "loss_maskiou": 0.008184083417290822, "loss_sem_seg": 0.3698325604200363, "lr": 0.01, "mask_rcnn/accuracy": 0.8585633116883117, "mask_rcnn/false_negative": 0.11321986636490715, "mask_rcnn/false_positive": 0.15728645898744376, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7892858283594251, "total_loss": 1.8887171307287645} {"data_time": 0.01716747134923935, "eta_seconds": 187521.54672745802, "iteration": 32959, "loss_fcos_cls": 0.30941717489622533, "loss_fcos_ctr": 0.6265086894854903, "loss_fcos_loc": 0.2307448578067124, "loss_mask": 0.35638750437647104, "loss_maskiou": 0.008680091821588576, "loss_sem_seg": 0.3510018978267908, "lr": 0.01, "mask_rcnn/accuracy": 0.8454940649729279, "mask_rcnn/false_negative": 0.12413679208757908, "mask_rcnn/false_positive": 0.18847278690654035, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.8015750357881188, "total_loss": 1.8620179366262164} {"data_time": 0.017880859784781933, "eta_seconds": 187473.1233266294, "iteration": 32979, "loss_fcos_cls": 0.33315892424434423, "loss_fcos_ctr": 0.6268877815455198, "loss_fcos_loc": 0.23614276479929686, "loss_mask": 0.35786082688719034, "loss_maskiou": 0.009197127961670049, "loss_sem_seg": 0.37416952941566706, "lr": 0.01, "mask_rcnn/accuracy": 0.8505592621664051, "mask_rcnn/false_negative": 0.11217337435683325, "mask_rcnn/false_positive": 0.1906416506136117, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7836043229326606, "total_loss": 1.9714969368942548} {"data_time": 0.015934322960674763, "eta_seconds": 187381.7891032882, "iteration": 32999, "loss_fcos_cls": 0.3248670669272542, "loss_fcos_ctr": 0.6288834316655993, "loss_fcos_loc": 0.2383424281142652, "loss_mask": 0.3467272650450468, "loss_maskiou": 0.009045201732078567, "loss_sem_seg": 0.3217822192236781, "lr": 0.01, "mask_rcnn/accuracy": 0.8428020090149881, "mask_rcnn/false_negative": 0.1366629336471099, "mask_rcnn/false_positive": 0.17263862518300926, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.75, "time": 0.7862591529265046, "total_loss": 1.8654347565607168} {"data_time": 0.014544600620865822, "eta_seconds": 187402.60446720477, "iteration": 33019, "loss_fcos_cls": 0.33669555909000337, "loss_fcos_ctr": 0.6267028553411365, "loss_fcos_loc": 0.2388155326480046, "loss_mask": 0.3485952401533723, "loss_maskiou": 0.00879516449640505, "loss_sem_seg": 0.3045122988987714, "lr": 0.01, "mask_rcnn/accuracy": 0.8503548823298366, "mask_rcnn/false_negative": 0.1000195613241131, "mask_rcnn/false_positive": 0.20437485459635676, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7864597868174314, "total_loss": 1.8734714565507602} {"data_time": 0.01591501757502556, "eta_seconds": 187350.163618315, "iteration": 33039, "loss_fcos_cls": 0.32150206062942743, "loss_fcos_ctr": 0.6316865673288703, "loss_fcos_loc": 0.24795089359395206, "loss_mask": 0.3595786867663264, "loss_maskiou": 0.007891710891271941, "loss_sem_seg": 0.3343504413496703, "lr": 0.01, "mask_rcnn/accuracy": 0.8574154581045109, "mask_rcnn/false_negative": 0.11483986515635472, "mask_rcnn/false_positive": 0.20937819960352977, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 41.0, "time": 0.8019921146333218, "total_loss": 1.8757156729261624} {"data_time": 0.014940234832465649, "eta_seconds": 187389.25584718585, "iteration": 33059, "loss_fcos_cls": 0.31945828441530466, "loss_fcos_ctr": 0.6278158829081804, "loss_fcos_loc": 0.2350947787053883, "loss_mask": 0.3437759345397353, "loss_maskiou": 0.008810324041405693, "loss_sem_seg": 0.3586728135123849, "lr": 0.01, "mask_rcnn/accuracy": 0.8403426033234944, "mask_rcnn/false_negative": 0.11939740806293675, "mask_rcnn/false_positive": 0.1717931475339844, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7981805922463536, "total_loss": 1.898687108521699} {"data_time": 0.016600250266492367, "eta_seconds": 187465.31994690467, "iteration": 33079, "loss_fcos_cls": 0.32364804949611425, "loss_fcos_ctr": 0.6259614769369364, "loss_fcos_loc": 0.22991440002806485, "loss_mask": 0.34145581163465977, "loss_maskiou": 0.00974813150241971, "loss_sem_seg": 0.34085964458063245, "lr": 0.01, "mask_rcnn/accuracy": 0.8308529974489796, "mask_rcnn/false_negative": 0.11980335773832948, "mask_rcnn/false_positive": 0.18260611787238823, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 25.75, "time": 0.8045900790020823, "total_loss": 1.8561607303272467} {"data_time": 0.015831835567951202, "eta_seconds": 187437.6226461148, "iteration": 33099, "loss_fcos_cls": 0.31805406883358955, "loss_fcos_ctr": 0.6273206593468785, "loss_fcos_loc": 0.23028027638792992, "loss_mask": 0.3418957535177469, "loss_maskiou": 0.009251144481822848, "loss_sem_seg": 0.3427329631522298, "lr": 0.01, "mask_rcnn/accuracy": 0.8504176055433614, "mask_rcnn/false_negative": 0.10293268288522474, "mask_rcnn/false_positive": 0.2451038861005728, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7894057175144553, "total_loss": 1.9178760155919008} {"data_time": 0.015591935254633427, "eta_seconds": 187433.6696803691, "iteration": 33119, "loss_fcos_cls": 0.3054228890687227, "loss_fcos_ctr": 0.6255445592105389, "loss_fcos_loc": 0.22896706103347242, "loss_mask": 0.33001201320439577, "loss_maskiou": 0.009173771351925097, "loss_sem_seg": 0.3706749943085015, "lr": 0.01, "mask_rcnn/accuracy": 0.8441194149469045, "mask_rcnn/false_negative": 0.10064978643001116, "mask_rcnn/false_positive": 0.20785435303215655, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.8017661729827523, "total_loss": 1.863340038295064} {"data_time": 0.017378577031195164, "eta_seconds": 187426.50242026988, "iteration": 33139, "loss_fcos_cls": 0.2944395577069372, "loss_fcos_ctr": 0.6248013777658343, "loss_fcos_loc": 0.22694848582614213, "loss_mask": 0.3501730738207698, "loss_maskiou": 0.00857571669621393, "loss_sem_seg": 0.3643834129907191, "lr": 0.01, "mask_rcnn/accuracy": 0.830459028909845, "mask_rcnn/false_negative": 0.14545917341417502, "mask_rcnn/false_positive": 0.1965421016125864, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.792904332280159, "total_loss": 1.8698857589770341} {"data_time": 0.016742895357310772, "eta_seconds": 187390.15025317948, "iteration": 33159, "loss_fcos_cls": 0.3080358779989183, "loss_fcos_ctr": 0.6266756770201027, "loss_fcos_loc": 0.23716189514379948, "loss_mask": 0.3518945286050439, "loss_maskiou": 0.009062252473086119, "loss_sem_seg": 0.3427773924777284, "lr": 0.01, "mask_rcnn/accuracy": 0.8397632066392449, "mask_rcnn/false_negative": 0.08612241131334704, "mask_rcnn/false_positive": 0.23539491126727743, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.0, "time": 0.7789867222309113, "total_loss": 1.857982724555768} {"data_time": 0.015087069012224674, "eta_seconds": 187428.5102973627, "iteration": 33179, "loss_fcos_cls": 0.3005173485726118, "loss_fcos_ctr": 0.6275822157040238, "loss_fcos_loc": 0.23662536847405136, "loss_mask": 0.3561157053336501, "loss_maskiou": 0.008209983556298539, "loss_sem_seg": 0.3543669623322785, "lr": 0.01, "mask_rcnn/accuracy": 0.8579293483791675, "mask_rcnn/false_negative": 0.0994052679576263, "mask_rcnn/false_positive": 0.17861480425459692, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7925862893462181, "total_loss": 1.8687271172530018} {"data_time": 0.014798703603446484, "eta_seconds": 187387.5911893919, "iteration": 33199, "loss_fcos_cls": 0.3277675504796207, "loss_fcos_ctr": 0.627635401673615, "loss_fcos_loc": 0.22864638501778245, "loss_mask": 0.3532909844070673, "loss_maskiou": 0.009015817660838366, "loss_sem_seg": 0.35420721350237727, "lr": 0.01, "mask_rcnn/accuracy": 0.8373631824524681, "mask_rcnn/false_negative": 0.12592042813783855, "mask_rcnn/false_positive": 0.19121224386304037, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.25, "time": 0.7794759031385183, "total_loss": 1.9062628308311105} {"data_time": 0.015681659802794456, "eta_seconds": 187371.7646015659, "iteration": 33219, "loss_fcos_cls": 0.2981309234164655, "loss_fcos_ctr": 0.6259824009612203, "loss_fcos_loc": 0.22903989744372666, "loss_mask": 0.33338712621480227, "loss_maskiou": 0.008502974160364829, "loss_sem_seg": 0.3791848118416965, "lr": 0.01, "mask_rcnn/accuracy": 0.8489831277338522, "mask_rcnn/false_negative": 0.11781204357906924, "mask_rcnn/false_positive": 0.16355556649569514, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 25.75, "time": 0.7923503238707781, "total_loss": 1.8811302083195187} {"data_time": 0.014894953928887844, "eta_seconds": 187464.7446061261, "iteration": 33239, "loss_fcos_cls": 0.3088179277256131, "loss_fcos_ctr": 0.6241259332746267, "loss_fcos_loc": 0.23482378933113068, "loss_mask": 0.3560953438282013, "loss_maskiou": 0.009033579495735466, "loss_sem_seg": 0.32577473018318415, "lr": 0.01, "mask_rcnn/accuracy": 0.8493253206515987, "mask_rcnn/false_negative": 0.10634092017819662, "mask_rcnn/false_positive": 0.18150896793383947, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 23.0, "time": 0.8011448299512267, "total_loss": 1.8714866469526896} {"data_time": 0.015580994077026844, "eta_seconds": 187465.33519470878, "iteration": 33259, "loss_fcos_cls": 0.32718370761722326, "loss_fcos_ctr": 0.6268158685415983, "loss_fcos_loc": 0.24884039419703186, "loss_mask": 0.3590379822999239, "loss_maskiou": 0.008991009963210672, "loss_sem_seg": 0.3930193278938532, "lr": 0.01, "mask_rcnn/accuracy": 0.8442578465733617, "mask_rcnn/false_negative": 0.10754149698358124, "mask_rcnn/false_positive": 0.20839175490952225, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.25, "time": 0.7962965173646808, "total_loss": 1.9624509594432311} {"data_time": 0.014368973672389984, "eta_seconds": 187433.0730479546, "iteration": 33279, "loss_fcos_cls": 0.3200839147903025, "loss_fcos_ctr": 0.6295133661478758, "loss_fcos_loc": 0.2347153990995139, "loss_mask": 0.3497800249606371, "loss_maskiou": 0.008401663071708754, "loss_sem_seg": 0.3515208591707051, "lr": 0.01, "mask_rcnn/accuracy": 0.8445023279582103, "mask_rcnn/false_negative": 0.1323720989641215, "mask_rcnn/false_positive": 0.16868538671367106, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.25, "time": 0.7898848075419664, "total_loss": 1.8737928790797014} {"data_time": 0.015317854471504688, "eta_seconds": 187340.09232601617, "iteration": 33299, "loss_fcos_cls": 0.3036574274301529, "loss_fcos_ctr": 0.6245879922062159, "loss_fcos_loc": 0.2303574352990836, "loss_mask": 0.3362399907782674, "loss_maskiou": 0.008344424641109072, "loss_sem_seg": 0.33335533225908875, "lr": 0.01, "mask_rcnn/accuracy": 0.8721332721685165, "mask_rcnn/false_negative": 0.09751821985377469, "mask_rcnn/false_positive": 0.15211490537502892, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.7800822788849473, "total_loss": 1.8025798196613323} {"data_time": 0.01528038177639246, "eta_seconds": 187148.48318415787, "iteration": 33319, "loss_fcos_cls": 0.2972979083424434, "loss_fcos_ctr": 0.6278985515236855, "loss_fcos_loc": 0.22947241179645061, "loss_mask": 0.349466766230762, "loss_maskiou": 0.009291366004617885, "loss_sem_seg": 0.3609093064442277, "lr": 0.01, "mask_rcnn/accuracy": 0.8348858618693609, "mask_rcnn/false_negative": 0.12186674342097126, "mask_rcnn/false_positive": 0.19850082016544485, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7840923611074686, "total_loss": 1.912421116256155} {"data_time": 0.015235535800457, "eta_seconds": 187132.6687771557, "iteration": 33339, "loss_fcos_cls": 0.32492549484595656, "loss_fcos_ctr": 0.6277262950316072, "loss_fcos_loc": 0.2295206959825009, "loss_mask": 0.3424565736204386, "loss_maskiou": 0.009371845691930503, "loss_sem_seg": 0.34163384791463614, "lr": 0.01, "mask_rcnn/accuracy": 0.8322551037531979, "mask_rcnn/false_negative": 0.11735246402220302, "mask_rcnn/false_positive": 0.23007322911499115, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.790035355836153, "total_loss": 1.9050486317719333} {"data_time": 0.015816240571439266, "eta_seconds": 187231.90894339513, "iteration": 33359, "loss_fcos_cls": 0.3155899718403816, "loss_fcos_ctr": 0.625128298997879, "loss_fcos_loc": 0.2243080309126526, "loss_mask": 0.3395710065960884, "loss_maskiou": 0.008921610526158474, "loss_sem_seg": 0.3288427912630141, "lr": 0.01, "mask_rcnn/accuracy": 0.846735853432282, "mask_rcnn/false_negative": 0.1113348514728908, "mask_rcnn/false_positive": 0.1764449383063833, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.0, "time": 0.7911720182746649, "total_loss": 1.854888710891828} {"data_time": 0.01753788348287344, "eta_seconds": 187245.1518989578, "iteration": 33379, "loss_fcos_cls": 0.30762743070954457, "loss_fcos_ctr": 0.6279887943528593, "loss_fcos_loc": 0.22948548616841435, "loss_mask": 0.34997035656124353, "loss_maskiou": 0.008575978339649737, "loss_sem_seg": 0.35325819021090865, "lr": 0.01, "mask_rcnn/accuracy": 0.8449375352907962, "mask_rcnn/false_negative": 0.11228529412146053, "mask_rcnn/false_positive": 0.19041376782906225, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7872544974088669, "total_loss": 1.89979552749719} {"data_time": 0.017087857238948345, "eta_seconds": 187229.32531113178, "iteration": 33399, "loss_fcos_cls": 0.30247120233252645, "loss_fcos_ctr": 0.6251394152641296, "loss_fcos_loc": 0.22646441333927214, "loss_mask": 0.3423160947859287, "loss_maskiou": 0.00861059695307631, "loss_sem_seg": 0.38791178818792105, "lr": 0.01, "mask_rcnn/accuracy": 0.8530309080153801, "mask_rcnn/false_negative": 0.11524945745059369, "mask_rcnn/false_positive": 0.20510354244406565, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7684392826631665, "total_loss": 1.887812874847441} {"data_time": 0.016740387305617332, "eta_seconds": 187201.83428232, "iteration": 33419, "loss_fcos_cls": 0.3208579020574689, "loss_fcos_ctr": 0.6256541404873133, "loss_fcos_loc": 0.23279435746371746, "loss_mask": 0.3448553550988436, "loss_maskiou": 0.008881455229129642, "loss_sem_seg": 0.34465920203365386, "lr": 0.01, "mask_rcnn/accuracy": 0.8564351045296168, "mask_rcnn/false_negative": 0.10334688695613625, "mask_rcnn/false_positive": 0.20323560833605664, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7817184198647738, "total_loss": 1.8827362623123918} {"data_time": 0.015384647063910961, "eta_seconds": 187186.00868057832, "iteration": 33439, "loss_fcos_cls": 0.32617134344764054, "loss_fcos_ctr": 0.6270833294838667, "loss_fcos_loc": 0.23120988393202424, "loss_mask": 0.34682718105614185, "loss_maskiou": 0.009473451144003775, "loss_sem_seg": 0.3650933653116226, "lr": 0.01, "mask_rcnn/accuracy": 0.8480730374365695, "mask_rcnn/false_negative": 0.10954111048387988, "mask_rcnn/false_positive": 0.18150694521527036, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7825733255594969, "total_loss": 1.920747621305054} {"data_time": 0.01653023436665535, "eta_seconds": 187170.18307883665, "iteration": 33459, "loss_fcos_cls": 0.31189279234968126, "loss_fcos_ctr": 0.620801193639636, "loss_fcos_loc": 0.2221097219735384, "loss_mask": 0.3487686198204756, "loss_maskiou": 0.008214360976126045, "loss_sem_seg": 0.3681679805740714, "lr": 0.01, "mask_rcnn/accuracy": 0.8375962574470782, "mask_rcnn/false_negative": 0.13467746759268398, "mask_rcnn/false_positive": 0.20925051779790171, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7790120104327798, "total_loss": 1.8702502038067905} {"data_time": 0.01709150243550539, "eta_seconds": 187104.43139619473, "iteration": 33479, "loss_fcos_cls": 0.3056031703017652, "loss_fcos_ctr": 0.6265383530408144, "loss_fcos_loc": 0.23021446377970278, "loss_mask": 0.33769544400274754, "loss_maskiou": 0.009034632879775017, "loss_sem_seg": 0.333741694688797, "lr": 0.01, "mask_rcnn/accuracy": 0.8469983182221761, "mask_rcnn/false_negative": 0.11590748367687576, "mask_rcnn/false_positive": 0.16972908903898654, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.0, "time": 0.7738017179071903, "total_loss": 1.8469607595761772} {"data_time": 0.016337908804416656, "eta_seconds": 187181.79971861187, "iteration": 33499, "loss_fcos_cls": 0.3199617387726903, "loss_fcos_ctr": 0.6291085854172707, "loss_fcos_loc": 0.25047929771244526, "loss_mask": 0.3431071247905493, "loss_maskiou": 0.008573538230848499, "loss_sem_seg": 0.3470684280619025, "lr": 0.01, "mask_rcnn/accuracy": 0.8256380684952114, "mask_rcnn/false_negative": 0.11179670547830997, "mask_rcnn/false_positive": 0.21983680675474893, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.0, "time": 0.7861084789037704, "total_loss": 1.873943008191418} {"data_time": 0.01651442889124155, "eta_seconds": 187122.70627361163, "iteration": 33519, "loss_fcos_cls": 0.3169658798724413, "loss_fcos_ctr": 0.626080485060811, "loss_fcos_loc": 0.23367381654679775, "loss_mask": 0.3572007119655609, "loss_maskiou": 0.008919082712964155, "loss_sem_seg": 0.3597147613763809, "lr": 0.01, "mask_rcnn/accuracy": 0.8470640488338192, "mask_rcnn/false_negative": 0.12202206078032217, "mask_rcnn/false_positive": 0.18307041581776962, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.5, "time": 0.7991199837997556, "total_loss": 1.8860434026864823} {"data_time": 0.015484485775232315, "eta_seconds": 186974.52470713388, "iteration": 33539, "loss_fcos_cls": 0.3048456907272339, "loss_fcos_ctr": 0.6289801131933928, "loss_fcos_loc": 0.23215572140179574, "loss_mask": 0.34124532621353865, "loss_maskiou": 0.008205858845030889, "loss_sem_seg": 0.3377210716716945, "lr": 0.01, "mask_rcnn/accuracy": 0.8737113215731637, "mask_rcnn/false_negative": 0.1142312541852393, "mask_rcnn/false_positive": 0.18627311803827518, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.25, "time": 0.7968736365437508, "total_loss": 1.8621963803161634} {"data_time": 0.01735006272792816, "eta_seconds": 187091.0550701283, "iteration": 33559, "loss_fcos_cls": 0.30978050036355853, "loss_fcos_ctr": 0.6254908805713058, "loss_fcos_loc": 0.22754010884091258, "loss_mask": 0.33472975715994835, "loss_maskiou": 0.007840536010917276, "loss_sem_seg": 0.38836601143702865, "lr": 0.01, "mask_rcnn/accuracy": 0.8348662437948152, "mask_rcnn/false_negative": 0.12590660705414805, "mask_rcnn/false_positive": 0.2536761087687763, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7924810294061899, "total_loss": 1.8905111557251075} {"data_time": 0.016596078872680664, "eta_seconds": 187086.60902895592, "iteration": 33579, "loss_fcos_cls": 0.3337508221156895, "loss_fcos_ctr": 0.6269648261368275, "loss_fcos_loc": 0.2427566887345165, "loss_mask": 0.3312535434961319, "loss_maskiou": 0.008291014353744686, "loss_sem_seg": 0.38800214882940054, "lr": 0.01, "mask_rcnn/accuracy": 0.8607521600594261, "mask_rcnn/false_negative": 0.12174545328735865, "mask_rcnn/false_positive": 0.14841071176114012, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.75, "time": 0.7863995879888535, "total_loss": 1.9393470879003871} {"data_time": 0.014756356365978718, "eta_seconds": 187175.80387184117, "iteration": 33599, "loss_fcos_cls": 0.31233094073832035, "loss_fcos_ctr": 0.6280996315181255, "loss_fcos_loc": 0.24262020830065012, "loss_mask": 0.3402083311229944, "loss_maskiou": 0.008539758593542501, "loss_sem_seg": 0.34205239126458764, "lr": 0.01, "mask_rcnn/accuracy": 0.8587930869811693, "mask_rcnn/false_negative": 0.09205805376999654, "mask_rcnn/false_positive": 0.190369808966427, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.25, "time": 0.799430332146585, "total_loss": 1.886626567793428} {"data_time": 0.015549484640359879, "eta_seconds": 187123.52089147735, "iteration": 33619, "loss_fcos_cls": 0.30084915133193135, "loss_fcos_ctr": 0.6283138813450933, "loss_fcos_loc": 0.23741527507081628, "loss_mask": 0.3524601608514786, "loss_maskiou": 0.009019059973070398, "loss_sem_seg": 0.3438801276497543, "lr": 0.01, "mask_rcnn/accuracy": 0.8399571286848073, "mask_rcnn/false_negative": 0.12533548133168143, "mask_rcnn/false_positive": 0.19221563235520622, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.785085660405457, "total_loss": 1.9007181992055848} {"data_time": 0.01522273849695921, "eta_seconds": 186954.9436754426, "iteration": 33639, "loss_fcos_cls": 0.3141522796358913, "loss_fcos_ctr": 0.6291442830115557, "loss_fcos_loc": 0.24519819975830615, "loss_mask": 0.3428452629595995, "loss_maskiou": 0.008520899995346554, "loss_sem_seg": 0.3466451927088201, "lr": 0.01, "mask_rcnn/accuracy": 0.8562828025345706, "mask_rcnn/false_negative": 0.10912573458035658, "mask_rcnn/false_positive": 0.170082984221583, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.5, "time": 0.7746542720124125, "total_loss": 1.8769941214704886} {"data_time": 0.015980422496795654, "eta_seconds": 186869.37234831136, "iteration": 33659, "loss_fcos_cls": 0.307326098671183, "loss_fcos_ctr": 0.6269801268354058, "loss_fcos_loc": 0.23921996471472085, "loss_mask": 0.34541624318808317, "loss_maskiou": 0.007944304699776694, "loss_sem_seg": 0.3524327799677849, "lr": 0.01, "mask_rcnn/accuracy": 0.8631365107018417, "mask_rcnn/false_negative": 0.11822470896275222, "mask_rcnn/false_positive": 0.19000036394078978, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7942184889689088, "total_loss": 1.8916218662052415} {"data_time": 0.016169380396604538, "eta_seconds": 186787.32570023835, "iteration": 33679, "loss_fcos_cls": 0.3149331151507795, "loss_fcos_ctr": 0.6261045625433326, "loss_fcos_loc": 0.2390361160505563, "loss_mask": 0.34597095008939505, "loss_maskiou": 0.009190945362206548, "loss_sem_seg": 0.37010542349889874, "lr": 0.01, "mask_rcnn/accuracy": 0.8393178930187212, "mask_rcnn/false_negative": 0.12605531576844892, "mask_rcnn/false_positive": 0.1778317023466797, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7761841341853142, "total_loss": 1.8971475231955992} {"data_time": 0.016688473522663116, "eta_seconds": 186842.3036325574, "iteration": 33699, "loss_fcos_cls": 0.31147639779374003, "loss_fcos_ctr": 0.6282126856967807, "loss_fcos_loc": 0.2382263985928148, "loss_mask": 0.35107635986059904, "loss_maskiou": 0.009111778403166682, "loss_sem_seg": 0.3524241838604212, "lr": 0.01, "mask_rcnn/accuracy": 0.8565301216640502, "mask_rcnn/false_negative": 0.10579822084189044, "mask_rcnn/false_positive": 0.18436028878327662, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7944731088355184, "total_loss": 1.8952873403031845} {"data_time": 0.016147964634001255, "eta_seconds": 186958.04228868708, "iteration": 33719, "loss_fcos_cls": 0.31072331592440605, "loss_fcos_ctr": 0.6264179032295942, "loss_fcos_loc": 0.22961191064678133, "loss_mask": 0.3397357389330864, "loss_maskiou": 0.008718824101379141, "loss_sem_seg": 0.326941242441535, "lr": 0.01, "mask_rcnn/accuracy": 0.8420890579534673, "mask_rcnn/false_negative": 0.12773815304463107, "mask_rcnn/false_positive": 0.18335575623205325, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7954584397375584, "total_loss": 1.8457436219323426} {"data_time": 0.014287513680756092, "eta_seconds": 186942.21722934768, "iteration": 33739, "loss_fcos_cls": 0.3101520915515721, "loss_fcos_ctr": 0.6255043186247349, "loss_fcos_loc": 0.22853084409143776, "loss_mask": 0.32662054151296616, "loss_maskiou": 0.008371321018785238, "loss_sem_seg": 0.34024500753730536, "lr": 0.01, "mask_rcnn/accuracy": 0.8549724651765469, "mask_rcnn/false_negative": 0.12440587769945569, "mask_rcnn/false_positive": 0.17234322501303084, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.0, "time": 0.7977574225515127, "total_loss": 1.835154250409687} {"data_time": 0.015860015526413918, "eta_seconds": 186758.9412940303, "iteration": 33759, "loss_fcos_cls": 0.3100198255851865, "loss_fcos_ctr": 0.6278321230784059, "loss_fcos_loc": 0.2358083282597363, "loss_mask": 0.3453591475263238, "loss_maskiou": 0.00839727783750277, "loss_sem_seg": 0.3753129174001515, "lr": 0.01, "mask_rcnn/accuracy": 0.8434157766933981, "mask_rcnn/false_negative": 0.09866178135708562, "mask_rcnn/false_positive": 0.18345803964441576, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7862787349149585, "total_loss": 1.890468250217964} {"data_time": 0.01608200091868639, "eta_seconds": 186451.82606555335, "iteration": 33779, "loss_fcos_cls": 0.323815549723804, "loss_fcos_ctr": 0.6290516015142202, "loss_fcos_loc": 0.23640090122353286, "loss_mask": 0.3464194042608142, "loss_maskiou": 0.009451627352973446, "loss_sem_seg": 0.3900655750185251, "lr": 0.01, "mask_rcnn/accuracy": 0.8423026502267574, "mask_rcnn/false_negative": 0.13640588870105183, "mask_rcnn/false_positive": 0.23672456926137175, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7721330234780908, "total_loss": 1.9421850075596012} {"data_time": 0.01681400090456009, "eta_seconds": 186372.619367294, "iteration": 33799, "loss_fcos_cls": 0.3081550654023886, "loss_fcos_ctr": 0.6264238939620554, "loss_fcos_loc": 0.23443217924796045, "loss_mask": 0.3472144128754735, "loss_maskiou": 0.008321994449943304, "loss_sem_seg": 0.3250702256336808, "lr": 0.01, "mask_rcnn/accuracy": 0.8504166768381994, "mask_rcnn/false_negative": 0.09497247615875318, "mask_rcnn/false_positive": 0.19650796348598373, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7797122355550528, "total_loss": 1.8502201186638558} {"data_time": 0.016297057271003723, "eta_seconds": 186378.2677489696, "iteration": 33819, "loss_fcos_cls": 0.33397812955081463, "loss_fcos_ctr": 0.6265537766739726, "loss_fcos_loc": 0.24256817204877734, "loss_mask": 0.3369780033826828, "loss_maskiou": 0.008748955151531845, "loss_sem_seg": 0.3622599598020315, "lr": 0.01, "mask_rcnn/accuracy": 0.8718561611636525, "mask_rcnn/false_negative": 0.09496313728472044, "mask_rcnn/false_positive": 0.14455894768436606, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7953487476333976, "total_loss": 1.8934286865405738} {"data_time": 0.01697179302573204, "eta_seconds": 186341.05766867846, "iteration": 33839, "loss_fcos_cls": 0.322690986096859, "loss_fcos_ctr": 0.6288007134571671, "loss_fcos_loc": 0.23597507388330996, "loss_mask": 0.3537363866344094, "loss_maskiou": 0.009079347422812134, "loss_sem_seg": 0.3821058599278331, "lr": 0.01, "mask_rcnn/accuracy": 0.8495652413063127, "mask_rcnn/false_negative": 0.11552227188520936, "mask_rcnn/false_positive": 0.16160973751069024, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.7814710484817624, "total_loss": 1.9419526662823046} {"data_time": 0.016867714002728462, "eta_seconds": 186309.6710517779, "iteration": 33859, "loss_fcos_cls": 0.3044573039514944, "loss_fcos_ctr": 0.6282632490620017, "loss_fcos_loc": 0.240322319092229, "loss_mask": 0.34632703196257353, "loss_maskiou": 0.008452717098407447, "loss_sem_seg": 0.33908746717497706, "lr": 0.01, "mask_rcnn/accuracy": 0.8246616928455008, "mask_rcnn/false_negative": 0.13295387409426912, "mask_rcnn/false_positive": 0.21002332322263728, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7922698017209768, "total_loss": 1.8901452830759808} {"data_time": 0.016460973769426346, "eta_seconds": 186233.82562278863, "iteration": 33879, "loss_fcos_cls": 0.3151255244156346, "loss_fcos_ctr": 0.6269279411062598, "loss_fcos_loc": 0.22571696480736136, "loss_mask": 0.33227628376334906, "loss_maskiou": 0.008804453391348943, "loss_sem_seg": 0.3423412013798952, "lr": 0.01, "mask_rcnn/accuracy": 0.8630556118551316, "mask_rcnn/false_negative": 0.09147227722950813, "mask_rcnn/false_positive": 0.17374763533852638, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.5, "time": 0.7867836775258183, "total_loss": 1.8799743600538932} {"data_time": 0.016723159700632095, "eta_seconds": 186133.04120244645, "iteration": 33899, "loss_fcos_cls": 0.31119302031584084, "loss_fcos_ctr": 0.62830366846174, "loss_fcos_loc": 0.2369799898006022, "loss_mask": 0.34848309494554996, "loss_maskiou": 0.009272658033296466, "loss_sem_seg": 0.3373956233263016, "lr": 0.01, "mask_rcnn/accuracy": 0.8552529761904761, "mask_rcnn/false_negative": 0.10841241883126757, "mask_rcnn/false_positive": 0.17215610501410272, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7743100738152862, "total_loss": 1.8837555690624868} {"data_time": 0.015622792765498161, "eta_seconds": 186049.93688363582, "iteration": 33919, "loss_fcos_cls": 0.3145354569423944, "loss_fcos_ctr": 0.6280294856987894, "loss_fcos_loc": 0.2317754679825157, "loss_mask": 0.34993950836360455, "loss_maskiou": 0.008767812367295846, "loss_sem_seg": 0.3256856957450509, "lr": 0.01, "mask_rcnn/accuracy": 0.8466882288629738, "mask_rcnn/false_negative": 0.14274561532594668, "mask_rcnn/false_positive": 0.19533723867839153, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7765658842399716, "total_loss": 1.8764533208159264} {"data_time": 0.016546882688999176, "eta_seconds": 185998.2157579204, "iteration": 33939, "loss_fcos_cls": 0.3131665396504104, "loss_fcos_ctr": 0.6265767812728882, "loss_fcos_loc": 0.2325967240612954, "loss_mask": 0.32999999448657036, "loss_maskiou": 0.008672659459989518, "loss_sem_seg": 0.3474080173764378, "lr": 0.01, "mask_rcnn/accuracy": 0.8369930250581246, "mask_rcnn/false_negative": 0.12407949226293724, "mask_rcnn/false_positive": 0.2049929889523126, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.25, "time": 0.7765985811129212, "total_loss": 1.8814810462063178} {"data_time": 0.016302475705742836, "eta_seconds": 186018.4138153866, "iteration": 33959, "loss_fcos_cls": 0.3104890789836645, "loss_fcos_ctr": 0.628456068225205, "loss_fcos_loc": 0.23554100759793073, "loss_mask": 0.34534066542983055, "loss_maskiou": 0.009463802009122446, "loss_sem_seg": 0.3431792736519128, "lr": 0.01, "mask_rcnn/accuracy": 0.8622662429965202, "mask_rcnn/false_negative": 0.10887790543718727, "mask_rcnn/false_positive": 0.15693991585272776, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7945044673979282, "total_loss": 1.8979084899910958} {"data_time": 0.01586857158690691, "eta_seconds": 186129.86016114522, "iteration": 33979, "loss_fcos_cls": 0.31679716194048524, "loss_fcos_ctr": 0.6258633779361844, "loss_fcos_loc": 0.23389678215608, "loss_mask": 0.34089657198637724, "loss_maskiou": 0.009100995201151818, "loss_sem_seg": 0.36112910439260304, "lr": 0.01, "mask_rcnn/accuracy": 0.8393480497037524, "mask_rcnn/false_negative": 0.12718436093229366, "mask_rcnn/false_positive": 0.2103754820188743, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.8237928682938218, "total_loss": 1.8871683552570175} {"data_time": 0.015025485306978226, "eta_seconds": 186199.21435875446, "iteration": 33999, "loss_fcos_cls": 0.2981094401329756, "loss_fcos_ctr": 0.6233508246950805, "loss_fcos_loc": 0.21860030898824334, "loss_mask": 0.3234503669664264, "loss_maskiou": 0.008033238686039113, "loss_sem_seg": 0.3778876028954983, "lr": 0.01, "mask_rcnn/accuracy": 0.869297282866635, "mask_rcnn/false_negative": 0.10302931947861968, "mask_rcnn/false_positive": 0.15130237148373754, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.0, "time": 0.7993344468995929, "total_loss": 1.8212523130205227} {"data_time": 0.016530126333236694, "eta_seconds": 186151.35237930063, "iteration": 34019, "loss_fcos_cls": 0.3169474215246737, "loss_fcos_ctr": 0.6282351128757, "loss_fcos_loc": 0.2293971865437925, "loss_mask": 0.3278470830991864, "loss_maskiou": 0.008578385546570644, "loss_sem_seg": 0.33117451379075646, "lr": 0.01, "mask_rcnn/accuracy": 0.8515543310452571, "mask_rcnn/false_negative": 0.10374859415574547, "mask_rcnn/false_positive": 0.19738227798448157, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7732617426663637, "total_loss": 1.8729181366215926} {"data_time": 0.015833424404263496, "eta_seconds": 186107.63010396715, "iteration": 34039, "loss_fcos_cls": 0.29934848845005035, "loss_fcos_ctr": 0.6248301295563579, "loss_fcos_loc": 0.22913215681910515, "loss_mask": 0.34993522707372904, "loss_maskiou": 0.00843471018015407, "loss_sem_seg": 0.3298975136131048, "lr": 0.01, "mask_rcnn/accuracy": 0.8422498260667903, "mask_rcnn/false_negative": 0.13423218706948614, "mask_rcnn/false_positive": 0.1876000849156301, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.8047812646254897, "total_loss": 1.8552292818349088} {"data_time": 0.01595999486744404, "eta_seconds": 186051.31195711065, "iteration": 34059, "loss_fcos_cls": 0.31127691362053156, "loss_fcos_ctr": 0.6288119964301586, "loss_fcos_loc": 0.2362891910597682, "loss_mask": 0.3333019083365798, "loss_maskiou": 0.008310128061566502, "loss_sem_seg": 0.35515209613367915, "lr": 0.01, "mask_rcnn/accuracy": 0.8425900406686324, "mask_rcnn/false_negative": 0.10791798949684983, "mask_rcnn/false_positive": 0.19652699226829695, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7841972056776285, "total_loss": 1.8869711252482375} {"data_time": 0.015842284075915813, "eta_seconds": 186035.54095402453, "iteration": 34079, "loss_fcos_cls": 0.3314081117277965, "loss_fcos_ctr": 0.6258440790697932, "loss_fcos_loc": 0.2370632418897003, "loss_mask": 0.34307176899164915, "loss_maskiou": 0.009584052255377173, "loss_sem_seg": 0.3744062385521829, "lr": 0.01, "mask_rcnn/accuracy": 0.839338674718139, "mask_rcnn/false_negative": 0.13538089756297994, "mask_rcnn/false_positive": 0.19411558915778387, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.8016321631148458, "total_loss": 1.9499099612730788} {"data_time": 0.01670188456773758, "eta_seconds": 185923.21754536312, "iteration": 34099, "loss_fcos_cls": 0.3204477117396891, "loss_fcos_ctr": 0.6300556734204292, "loss_fcos_loc": 0.2416459097294137, "loss_mask": 0.3580634333193302, "loss_maskiou": 0.008679316175403073, "loss_sem_seg": 0.3944850992411375, "lr": 0.01, "mask_rcnn/accuracy": 0.848803726035869, "mask_rcnn/false_negative": 0.10923963277561968, "mask_rcnn/false_positive": 0.19839504066399805, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.777809526771307, "total_loss": 1.9340591855288949} {"data_time": 0.016823256388306618, "eta_seconds": 185914.78241756838, "iteration": 34119, "loss_fcos_cls": 0.29691321519203484, "loss_fcos_ctr": 0.6262316582724452, "loss_fcos_loc": 0.22357280814321712, "loss_mask": 0.3410546276718378, "loss_maskiou": 0.009318134223576635, "loss_sem_seg": 0.3843449936248362, "lr": 0.01, "mask_rcnn/accuracy": 0.8449264936629413, "mask_rcnn/false_negative": 0.11454270057199445, "mask_rcnn/false_positive": 0.19354436032933076, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7962034689262509, "total_loss": 1.8677857612201478} {"data_time": 0.01572356652468443, "eta_seconds": 185988.22794476617, "iteration": 34139, "loss_fcos_cls": 0.31531162979081273, "loss_fcos_ctr": 0.6282329196110368, "loss_fcos_loc": 0.2392048075562343, "loss_mask": 0.3465394163504243, "loss_maskiou": 0.008431052643572912, "loss_sem_seg": 0.36286780470982194, "lr": 0.01, "mask_rcnn/accuracy": 0.8435347713270557, "mask_rcnn/false_negative": 0.09908190873701749, "mask_rcnn/false_positive": 0.21318924551439677, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.75, "time": 0.8076985878869891, "total_loss": 1.9238439125037985} {"data_time": 0.01585634984076023, "eta_seconds": 186040.91471977253, "iteration": 34159, "loss_fcos_cls": 0.31739941937848926, "loss_fcos_ctr": 0.6266210163012147, "loss_fcos_loc": 0.23477981286123395, "loss_mask": 0.33498096745461226, "loss_maskiou": 0.00812980716000311, "loss_sem_seg": 0.34251405391842127, "lr": 0.01, "mask_rcnn/accuracy": 0.8394068898661748, "mask_rcnn/false_negative": 0.11426873670921203, "mask_rcnn/false_positive": 0.20521017274976538, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 43.25, "time": 0.8003752687945962, "total_loss": 1.866438113967888} {"data_time": 0.017099684104323387, "eta_seconds": 185956.68593859393, "iteration": 34179, "loss_fcos_cls": 0.30719083407893777, "loss_fcos_ctr": 0.6260178978554904, "loss_fcos_loc": 0.2323936417233199, "loss_mask": 0.3354938179254532, "loss_maskiou": 0.008934013530961238, "loss_sem_seg": 0.34720369055867195, "lr": 0.01, "mask_rcnn/accuracy": 0.8329973157354109, "mask_rcnn/false_negative": 0.11578474443858441, "mask_rcnn/false_positive": 0.1932882748966606, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7830034764483571, "total_loss": 1.8843732570530847} {"data_time": 0.01628240291029215, "eta_seconds": 185981.43458514567, "iteration": 34199, "loss_fcos_cls": 0.32112486381083727, "loss_fcos_ctr": 0.6281867362558842, "loss_fcos_loc": 0.24067373992875218, "loss_mask": 0.329611599445343, "loss_maskiou": 0.007889747561421245, "loss_sem_seg": 0.3259736616164446, "lr": 0.01, "mask_rcnn/accuracy": 0.864825691118284, "mask_rcnn/false_negative": 0.08726894841140631, "mask_rcnn/false_positive": 0.21521670110227353, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.0, "time": 0.7914136946201324, "total_loss": 1.8631699712277623} {"data_time": 0.015537179075181484, "eta_seconds": 185925.1439324217, "iteration": 34219, "loss_fcos_cls": 0.3143322500400245, "loss_fcos_ctr": 0.6256353398784995, "loss_fcos_loc": 0.23010752629488707, "loss_mask": 0.33494106028229, "loss_maskiou": 0.008642511224024929, "loss_sem_seg": 0.3682747930288315, "lr": 0.01, "mask_rcnn/accuracy": 0.8535922205872944, "mask_rcnn/false_negative": 0.10616783304978142, "mask_rcnn/false_positive": 0.18685029206636666, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.5, "time": 0.7776633985340595, "total_loss": 1.8666962821152993} {"data_time": 0.016943621449172497, "eta_seconds": 185836.43829516135, "iteration": 34239, "loss_fcos_cls": 0.3198093716055155, "loss_fcos_ctr": 0.6247244281694293, "loss_fcos_loc": 0.2309921034029685, "loss_mask": 0.341562039218843, "loss_maskiou": 0.00883318725391291, "loss_sem_seg": 0.38096908712759614, "lr": 0.01, "mask_rcnn/accuracy": 0.8586233137322725, "mask_rcnn/false_negative": 0.1236539045541836, "mask_rcnn/false_positive": 0.1730501973186791, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7864703647792339, "total_loss": 1.9056917933776276} {"data_time": 0.017318688333034515, "eta_seconds": 185804.43834772613, "iteration": 34259, "loss_fcos_cls": 0.3161736410111189, "loss_fcos_ctr": 0.6279051415622234, "loss_fcos_loc": 0.23811630019918084, "loss_mask": 0.3359703319147229, "loss_maskiou": 0.008648672635899857, "loss_sem_seg": 0.3325686831958592, "lr": 0.01, "mask_rcnn/accuracy": 0.8685819565921606, "mask_rcnn/false_negative": 0.09405967785019302, "mask_rcnn/false_positive": 0.15233430710821008, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7873182110488415, "total_loss": 1.8857080860470887} {"data_time": 0.017040055245161057, "eta_seconds": 185781.35219015833, "iteration": 34279, "loss_fcos_cls": 0.31782835675403476, "loss_fcos_ctr": 0.6225263758096844, "loss_fcos_loc": 0.23018222639802843, "loss_mask": 0.3387472480535507, "loss_maskiou": 0.008510998115525581, "loss_sem_seg": 0.3993066675029695, "lr": 0.01, "mask_rcnn/accuracy": 0.860917926895917, "mask_rcnn/false_negative": 0.11202424940595576, "mask_rcnn/false_positive": 0.189037827097098, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.25, "time": 0.7952869608998299, "total_loss": 1.9264632108970545} {"data_time": 0.015333757735788822, "eta_seconds": 185750.46773526818, "iteration": 34299, "loss_fcos_cls": 0.30577591562177986, "loss_fcos_ctr": 0.6239562756381929, "loss_fcos_loc": 0.22457583365030587, "loss_mask": 0.3363831667229533, "loss_maskiou": 0.008731033783988096, "loss_sem_seg": 0.34102489752694964, "lr": 0.01, "mask_rcnn/accuracy": 0.8393928350561004, "mask_rcnn/false_negative": 0.10921641983970506, "mask_rcnn/false_positive": 0.2270048399737063, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7753585521131754, "total_loss": 1.8660059686808381} {"data_time": 0.017651732079684734, "eta_seconds": 185734.70620114356, "iteration": 34319, "loss_fcos_cls": 0.30389286600984633, "loss_fcos_ctr": 0.6251242691650987, "loss_fcos_loc": 0.23729014862328768, "loss_mask": 0.33816399425268173, "loss_maskiou": 0.008266503835329786, "loss_sem_seg": 0.36874377029016614, "lr": 0.01, "mask_rcnn/accuracy": 0.8349258693024249, "mask_rcnn/false_negative": 0.11162778693249559, "mask_rcnn/false_positive": 0.2067300885906599, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7785880295559764, "total_loss": 1.8909897994599305} {"data_time": 0.01632007770240307, "eta_seconds": 185677.08415095787, "iteration": 34339, "loss_fcos_cls": 0.3342527304776013, "loss_fcos_ctr": 0.625249152071774, "loss_fcos_loc": 0.23573388415388763, "loss_mask": 0.3393635796383023, "loss_maskiou": 0.008879207365680486, "loss_sem_seg": 0.35818115808069706, "lr": 0.01, "mask_rcnn/accuracy": 0.8604532248505463, "mask_rcnn/false_negative": 0.10726058184489651, "mask_rcnn/false_positive": 0.1894810182322165, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7828533053398132, "total_loss": 1.902292182057863} {"data_time": 0.0162869393825531, "eta_seconds": 185505.64962150715, "iteration": 34359, "loss_fcos_cls": 0.314823838416487, "loss_fcos_ctr": 0.6224458101205528, "loss_fcos_loc": 0.22155288548674434, "loss_mask": 0.33166697435081005, "loss_maskiou": 0.007881408455432393, "loss_sem_seg": 0.369679001159966, "lr": 0.01, "mask_rcnn/accuracy": 0.8529865740346916, "mask_rcnn/false_negative": 0.10091480824518695, "mask_rcnn/false_positive": 0.1829640171545922, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7831124095246196, "total_loss": 1.8822071383183356} {"data_time": 0.014823783189058304, "eta_seconds": 185645.56818791758, "iteration": 34379, "loss_fcos_cls": 0.32453844929113984, "loss_fcos_ctr": 0.6263360101729631, "loss_fcos_loc": 0.23515007086098194, "loss_mask": 0.3279423452913761, "loss_maskiou": 0.008682507410412654, "loss_sem_seg": 0.3500587297603488, "lr": 0.01, "mask_rcnn/accuracy": 0.8587574470782102, "mask_rcnn/false_negative": 0.1004192301377331, "mask_rcnn/false_positive": 0.20722591506579577, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.5, "time": 0.806076911278069, "total_loss": 1.858776180568384} {"data_time": 0.018176735378801823, "eta_seconds": 185629.81020639744, "iteration": 34399, "loss_fcos_cls": 0.3113068691454828, "loss_fcos_ctr": 0.6269664810970426, "loss_fcos_loc": 0.22836704889778048, "loss_mask": 0.3382695745676756, "loss_maskiou": 0.008267639699624851, "loss_sem_seg": 0.3629209161736071, "lr": 0.01, "mask_rcnn/accuracy": 0.8508814191437444, "mask_rcnn/false_negative": 0.09213450322223003, "mask_rcnn/false_positive": 0.1977087130152668, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7845792230218649, "total_loss": 1.905460069567198} {"data_time": 0.01694549433887005, "eta_seconds": 185671.0124694435, "iteration": 34419, "loss_fcos_cls": 0.32824459951370955, "loss_fcos_ctr": 0.6263512028381228, "loss_fcos_loc": 0.23004585364833474, "loss_mask": 0.3352607386186719, "loss_maskiou": 0.008248337733675726, "loss_sem_seg": 0.40376908238977194, "lr": 0.01, "mask_rcnn/accuracy": 0.8488623897834996, "mask_rcnn/false_negative": 0.11286272537859446, "mask_rcnn/false_positive": 0.19463744080819376, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7954558162018657, "total_loss": 1.8859771950519644} {"data_time": 0.017357277683913708, "eta_seconds": 185670.55975295044, "iteration": 34439, "loss_fcos_cls": 0.32247451203875244, "loss_fcos_ctr": 0.6270619658753276, "loss_fcos_loc": 0.23569381481502205, "loss_mask": 0.3261120468378067, "loss_maskiou": 0.008088569069514051, "loss_sem_seg": 0.3713478213176131, "lr": 0.01, "mask_rcnn/accuracy": 0.8753591280262105, "mask_rcnn/false_negative": 0.09875851589807275, "mask_rcnn/false_positive": 0.15697253369704114, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7945967083796859, "total_loss": 1.9028266569803236} {"data_time": 0.01474018208682537, "eta_seconds": 185646.8039622372, "iteration": 34459, "loss_fcos_cls": 0.31855629850178957, "loss_fcos_ctr": 0.6282832105644047, "loss_fcos_loc": 0.2410548753105104, "loss_mask": 0.3377833478152752, "loss_maskiou": 0.00850023994280491, "loss_sem_seg": 0.36543523892760277, "lr": 0.01, "mask_rcnn/accuracy": 0.8442353231026647, "mask_rcnn/false_negative": 0.09923553248460154, "mask_rcnn/false_positive": 0.20657108268892643, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7837063018232584, "total_loss": 1.9143015501904301} {"data_time": 0.01697271503508091, "eta_seconds": 185711.63768482022, "iteration": 34479, "loss_fcos_cls": 0.31972486758604646, "loss_fcos_ctr": 0.625597383826971, "loss_fcos_loc": 0.22607328975573182, "loss_mask": 0.34260456170886755, "loss_maskiou": 0.008954952005296946, "loss_sem_seg": 0.34569323947653174, "lr": 0.01, "mask_rcnn/accuracy": 0.8604868197278912, "mask_rcnn/false_negative": 0.11513973805003998, "mask_rcnn/false_positive": 0.1805916339802953, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7959244754165411, "total_loss": 1.8577111773920478} {"data_time": 0.016552199609577656, "eta_seconds": 185695.8674021121, "iteration": 34499, "loss_fcos_cls": 0.32131114206276834, "loss_fcos_ctr": 0.6262063486501575, "loss_fcos_loc": 0.223016828938853, "loss_mask": 0.3230217332020402, "loss_maskiou": 0.007804592663887888, "loss_sem_seg": 0.33510620705783367, "lr": 0.01, "mask_rcnn/accuracy": 0.8472375701432646, "mask_rcnn/false_negative": 0.11232939793826337, "mask_rcnn/false_positive": 0.20757047029878584, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 26.25, "time": 0.7834092006087303, "total_loss": 1.8297097933973419} {"data_time": 0.015833275392651558, "eta_seconds": 185649.3511262266, "iteration": 34519, "loss_fcos_cls": 0.3084363043308258, "loss_fcos_ctr": 0.6280225981026888, "loss_fcos_loc": 0.2303506580647081, "loss_mask": 0.3399198977276683, "loss_maskiou": 0.008525125798769295, "loss_sem_seg": 0.3552597132511437, "lr": 0.01, "mask_rcnn/accuracy": 0.8506569889860707, "mask_rcnn/false_negative": 0.12379453689204115, "mask_rcnn/false_positive": 0.18682155849333953, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.795788949355483, "total_loss": 1.8940545037330594} {"data_time": 0.016971172764897346, "eta_seconds": 185599.96605637483, "iteration": 34539, "loss_fcos_cls": 0.3034359961748123, "loss_fcos_ctr": 0.6271539474837482, "loss_fcos_loc": 0.2324701570905745, "loss_mask": 0.3322946559637785, "loss_maskiou": 0.008176496106898412, "loss_sem_seg": 0.36271549202501774, "lr": 0.01, "mask_rcnn/accuracy": 0.8622748531230675, "mask_rcnn/false_negative": 0.10195181836552991, "mask_rcnn/false_positive": 0.17121718977486022, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 25.5, "time": 0.7927043046802282, "total_loss": 1.9031628126103897} {"data_time": 0.01650931593030691, "eta_seconds": 185575.97505017556, "iteration": 34559, "loss_fcos_cls": 0.3167888941243291, "loss_fcos_ctr": 0.6243074899539351, "loss_fcos_loc": 0.2405325381550938, "loss_mask": 0.34416093211621046, "loss_maskiou": 0.009322575846454129, "loss_sem_seg": 0.35209339670836926, "lr": 0.01, "mask_rcnn/accuracy": 0.8462558142122716, "mask_rcnn/false_negative": 0.11626163093303221, "mask_rcnn/false_positive": 0.22826626705725656, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.0, "time": 0.7898775888606906, "total_loss": 1.8570804678747663} {"data_time": 0.018664991483092308, "eta_seconds": 185536.77016787417, "iteration": 34579, "loss_fcos_cls": 0.3289030122105032, "loss_fcos_ctr": 0.6245149774476886, "loss_fcos_loc": 0.23019321262836456, "loss_mask": 0.3319667633622885, "loss_maskiou": 0.008164015220245346, "loss_sem_seg": 0.3454418326728046, "lr": 0.01, "mask_rcnn/accuracy": 0.8566992092195528, "mask_rcnn/false_negative": 0.1418189934886012, "mask_rcnn/false_positive": 0.14609391837771357, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7738659325987101, "total_loss": 1.8665281876310473} {"data_time": 0.016796810552477837, "eta_seconds": 185492.83906984515, "iteration": 34599, "loss_fcos_cls": 0.30236195493489504, "loss_fcos_ctr": 0.6299449494108558, "loss_fcos_loc": 0.2370697382139042, "loss_mask": 0.34160223323851824, "loss_maskiou": 0.008562249204260297, "loss_sem_seg": 0.33885332057252526, "lr": 0.01, "mask_rcnn/accuracy": 0.8353695136591222, "mask_rcnn/false_negative": 0.12754691568178042, "mask_rcnn/false_positive": 0.18286458894094942, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.25, "time": 0.7917359238490462, "total_loss": 1.87200254072377} {"data_time": 0.016147183254361153, "eta_seconds": 185536.90679269843, "iteration": 34619, "loss_fcos_cls": 0.3129881755448878, "loss_fcos_ctr": 0.6260748081840575, "loss_fcos_loc": 0.23034842446213588, "loss_mask": 0.34140958823263645, "loss_maskiou": 0.009369774255901575, "loss_sem_seg": 0.35417434433475137, "lr": 0.01, "mask_rcnn/accuracy": 0.828229700280922, "mask_rcnn/false_negative": 0.13091667071258908, "mask_rcnn/false_positive": 0.19927966685548937, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.7939661024138331, "total_loss": 1.8814646678220015} {"data_time": 0.01653140038251877, "eta_seconds": 185593.95286761317, "iteration": 34639, "loss_fcos_cls": 0.3154090167954564, "loss_fcos_ctr": 0.6263023465871811, "loss_fcos_loc": 0.23917350498959422, "loss_mask": 0.3477677833288908, "loss_maskiou": 0.009499597799731418, "loss_sem_seg": 0.3277517268434167, "lr": 0.01, "mask_rcnn/accuracy": 0.8267816606599303, "mask_rcnn/false_negative": 0.15294648479282963, "mask_rcnn/false_positive": 0.2080625141757019, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.8020176282152534, "total_loss": 1.8882713231723756} {"data_time": 0.015712758526206017, "eta_seconds": 185569.70514044724, "iteration": 34659, "loss_fcos_cls": 0.33270480087958276, "loss_fcos_ctr": 0.6263408968225121, "loss_fcos_loc": 0.23244686203543097, "loss_mask": 0.33471381664276123, "loss_maskiou": 0.008042363173444755, "loss_sem_seg": 0.36780445743352175, "lr": 0.01, "mask_rcnn/accuracy": 0.8492076869012911, "mask_rcnn/false_negative": 0.10594472200068189, "mask_rcnn/false_positive": 0.202247875825347, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.791502789594233, "total_loss": 1.8812781347078271} {"data_time": 0.015375830233097076, "eta_seconds": 185562.41086144093, "iteration": 34679, "loss_fcos_cls": 0.30204451410099864, "loss_fcos_ctr": 0.6273791659623384, "loss_fcos_loc": 0.22754364856518805, "loss_mask": 0.3292789198458195, "loss_maskiou": 0.008495217392919585, "loss_sem_seg": 0.35615369211882353, "lr": 0.01, "mask_rcnn/accuracy": 0.8588961261952333, "mask_rcnn/false_negative": 0.11211628733174864, "mask_rcnn/false_positive": 0.17349425185829395, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.25, "time": 0.7778431866317987, "total_loss": 1.8965114848542726} {"data_time": 0.017622104845941067, "eta_seconds": 185450.33302801382, "iteration": 34699, "loss_fcos_cls": 0.3041872715111822, "loss_fcos_ctr": 0.6246445095166564, "loss_fcos_loc": 0.23771192925050855, "loss_mask": 0.33405639696866274, "loss_maskiou": 0.008448942622635514, "loss_sem_seg": 0.4019894078373909, "lr": 0.01, "mask_rcnn/accuracy": 0.8494098272517262, "mask_rcnn/false_negative": 0.10671825694494269, "mask_rcnn/false_positive": 0.19128476107231468, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.0, "time": 0.7701133973896503, "total_loss": 1.8992065643105889} {"data_time": 0.01608655694872141, "eta_seconds": 185398.28067507036, "iteration": 34719, "loss_fcos_cls": 0.3293085843324661, "loss_fcos_ctr": 0.6289446875452995, "loss_fcos_loc": 0.24687222437933087, "loss_mask": 0.3396226717159152, "loss_maskiou": 0.008586136260419153, "loss_sem_seg": 0.3514245222322643, "lr": 0.01, "mask_rcnn/accuracy": 0.8354895529640427, "mask_rcnn/false_negative": 0.12514895739276233, "mask_rcnn/false_positive": 0.17822612008474198, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.7898269947618246, "total_loss": 1.9242578375560697} {"data_time": 0.016251232475042343, "eta_seconds": 185347.18715536315, "iteration": 34739, "loss_fcos_cls": 0.30185136618092656, "loss_fcos_ctr": 0.6244071079418063, "loss_fcos_loc": 0.2220923495478928, "loss_mask": 0.35148068238049746, "loss_maskiou": 0.008925943140638992, "loss_sem_seg": 0.32427667593583465, "lr": 0.01, "mask_rcnn/accuracy": 0.863362962372449, "mask_rcnn/false_negative": 0.10799779161046448, "mask_rcnn/false_positive": 0.185170134862527, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.0, "time": 0.7877278896048665, "total_loss": 1.8363096393586602} {"data_time": 0.01654932741075754, "eta_seconds": 185210.13453319855, "iteration": 34759, "loss_fcos_cls": 0.30347785353660583, "loss_fcos_ctr": 0.6247333195060492, "loss_fcos_loc": 0.22237826534546912, "loss_mask": 0.3286139350384474, "loss_maskiou": 0.00854550619260408, "loss_sem_seg": 0.3639368452131748, "lr": 0.01, "mask_rcnn/accuracy": 0.8671430751787894, "mask_rcnn/false_negative": 0.10314965823330838, "mask_rcnn/false_positive": 0.1727957216037113, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7814319590106606, "total_loss": 1.8788308326038532} {"data_time": 0.017522026784718037, "eta_seconds": 185351.00147768296, "iteration": 34779, "loss_fcos_cls": 0.3210361667443067, "loss_fcos_ctr": 0.6287000877782702, "loss_fcos_loc": 0.23433448979631066, "loss_mask": 0.32835717778652906, "loss_maskiou": 0.008384725355426781, "loss_sem_seg": 0.3386318553239107, "lr": 0.01, "mask_rcnn/accuracy": 0.8597437021683674, "mask_rcnn/false_negative": 0.0905466005619315, "mask_rcnn/false_positive": 0.2081973830527586, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.8053871691226959, "total_loss": 1.8728599999449216} {"data_time": 0.015948683954775333, "eta_seconds": 185395.02344942652, "iteration": 34799, "loss_fcos_cls": 0.3092717048712075, "loss_fcos_ctr": 0.625342627055943, "loss_fcos_loc": 0.2265758840367198, "loss_mask": 0.32194813806563616, "loss_maskiou": 0.00876992309349589, "loss_sem_seg": 0.3365121763199568, "lr": 0.01, "mask_rcnn/accuracy": 0.8449345255343517, "mask_rcnn/false_negative": 0.11372274309172306, "mask_rcnn/false_positive": 0.1843504381199001, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7928503854200244, "total_loss": 1.8560352488129865} {"data_time": 0.01564573124051094, "eta_seconds": 185364.3648550762, "iteration": 34819, "loss_fcos_cls": 0.3066228870302439, "loss_fcos_ctr": 0.6260792138054967, "loss_fcos_loc": 0.23628546367399395, "loss_mask": 0.33954927511513233, "loss_maskiou": 0.008551408325729426, "loss_sem_seg": 0.34580402448773384, "lr": 0.01, "mask_rcnn/accuracy": 0.8429128524937076, "mask_rcnn/false_negative": 0.1316600593167427, "mask_rcnn/false_positive": 0.1746563380698169, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7903406526893377, "total_loss": 1.8664044667893904} {"data_time": 0.015495304018259048, "eta_seconds": 185427.77259607427, "iteration": 34839, "loss_fcos_cls": 0.3119467915967107, "loss_fcos_ctr": 0.6262354636564851, "loss_fcos_loc": 0.23693567636655644, "loss_mask": 0.3376877764239907, "loss_maskiou": 0.008357121289009228, "loss_sem_seg": 0.3238003272563219, "lr": 0.01, "mask_rcnn/accuracy": 0.8639714210208397, "mask_rcnn/false_negative": 0.10271756408119917, "mask_rcnn/false_positive": 0.1761323023092375, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.794788203202188, "total_loss": 1.8276589099987177} {"data_time": 0.014909426681697369, "eta_seconds": 185332.83775639813, "iteration": 34859, "loss_fcos_cls": 0.3143986372742802, "loss_fcos_ctr": 0.6289923302829266, "loss_fcos_loc": 0.2262281443690881, "loss_mask": 0.3228906923905015, "loss_maskiou": 0.00841438576753717, "loss_sem_seg": 0.3106708446284756, "lr": 0.01, "mask_rcnn/accuracy": 0.854985119047619, "mask_rcnn/false_negative": 0.11924715356292892, "mask_rcnn/false_positive": 0.18365849882753402, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7644217992201447, "total_loss": 1.8543371896521421} {"data_time": 0.015902587212622166, "eta_seconds": 185365.53304151725, "iteration": 34879, "loss_fcos_cls": 0.3104382499586791, "loss_fcos_ctr": 0.6269730124622583, "loss_fcos_loc": 0.23697151173837483, "loss_mask": 0.33518516877666116, "loss_maskiou": 0.008316029372508638, "loss_sem_seg": 0.3264797292649746, "lr": 0.01, "mask_rcnn/accuracy": 0.8355437504672198, "mask_rcnn/false_negative": 0.11575492491765023, "mask_rcnn/false_positive": 0.19496078776292664, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7962658442556858, "total_loss": 1.849688023539784} {"data_time": 0.014318069443106651, "eta_seconds": 185415.52780806832, "iteration": 34899, "loss_fcos_cls": 0.31151984073221684, "loss_fcos_ctr": 0.627705835737288, "loss_fcos_loc": 0.2357064038515091, "loss_mask": 0.32413855008780956, "loss_maskiou": 0.008332861529197544, "loss_sem_seg": 0.3330075005069375, "lr": 0.01, "mask_rcnn/accuracy": 0.8379330021482277, "mask_rcnn/false_negative": 0.11961288502299083, "mask_rcnn/false_positive": 0.1834184048681433, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 37.0, "time": 0.7908021314069629, "total_loss": 1.8659232777135912} {"data_time": 0.01687837578356266, "eta_seconds": 185514.980467611, "iteration": 34919, "loss_fcos_cls": 0.3103920463472605, "loss_fcos_ctr": 0.6270480663515627, "loss_fcos_loc": 0.233626201399602, "loss_mask": 0.33270174730569124, "loss_maskiou": 0.008173451700713485, "loss_sem_seg": 0.3203477500937879, "lr": 0.01, "mask_rcnn/accuracy": 0.8826861003428059, "mask_rcnn/false_negative": 0.10087085574596172, "mask_rcnn/false_positive": 0.13602560700178373, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7866292120888829, "total_loss": 1.8279255982197355} {"data_time": 0.017647160217165947, "eta_seconds": 185592.9425190743, "iteration": 34939, "loss_fcos_cls": 0.312372658518143, "loss_fcos_ctr": 0.6257090871222317, "loss_fcos_loc": 0.22672450100071728, "loss_mask": 0.32666844967752695, "loss_maskiou": 0.008275897809653543, "loss_sem_seg": 0.38571274979040027, "lr": 0.01, "mask_rcnn/accuracy": 0.8717644478732232, "mask_rcnn/false_negative": 0.0958004474208842, "mask_rcnn/false_positive": 0.145105472001458, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.8039143048226833, "total_loss": 1.829989479330834} {"data_time": 0.016396619379520416, "eta_seconds": 185598.03531315364, "iteration": 34959, "loss_fcos_cls": 0.31602500029839575, "loss_fcos_ctr": 0.625380540266633, "loss_fcos_loc": 0.2303979562711902, "loss_mask": 0.3423658665269613, "loss_maskiou": 0.008375815901672468, "loss_sem_seg": 0.3556205448694527, "lr": 0.01, "mask_rcnn/accuracy": 0.8416837718749854, "mask_rcnn/false_negative": 0.12085755748750443, "mask_rcnn/false_positive": 0.19518215371146425, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.7977111106738448, "total_loss": 1.8756664946849924} {"data_time": 0.015203502029180527, "eta_seconds": 185460.4924780149, "iteration": 34979, "loss_fcos_cls": 0.3132650738116354, "loss_fcos_ctr": 0.6289433040656149, "loss_fcos_loc": 0.23414346342906356, "loss_mask": 0.3307478129863739, "loss_maskiou": 0.008655339479446411, "loss_sem_seg": 0.3589380863122642, "lr": 0.01, "mask_rcnn/accuracy": 0.8469503914961989, "mask_rcnn/false_negative": 0.11801736491019918, "mask_rcnn/false_positive": 0.1818798057428067, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 26.5, "time": 0.7754295710474253, "total_loss": 1.9096048120809428} {"data_time": 0.015344537794589996, "eta_seconds": 185306.0341866864, "iteration": 34999, "loss_fcos_cls": 0.3100479720160365, "loss_fcos_ctr": 0.6249531414359808, "loss_fcos_loc": 0.22553385805804282, "loss_mask": 0.32193858083337545, "loss_maskiou": 0.00812052121909801, "loss_sem_seg": 0.36990533815696836, "lr": 0.01, "mask_rcnn/accuracy": 0.8560645789631406, "mask_rcnn/false_negative": 0.08971125823928722, "mask_rcnn/false_positive": 0.1833281862412367, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.75, "time": 0.7764484919607639, "total_loss": 1.8786300551146269} {"data_time": 0.01828162744641304, "eta_seconds": 185290.26352748182, "iteration": 35019, "loss_fcos_cls": 0.3082208684645593, "loss_fcos_ctr": 0.6266125962138176, "loss_fcos_loc": 0.22720324457623065, "loss_mask": 0.31624501571059227, "loss_maskiou": 0.007713395054452121, "loss_sem_seg": 0.3501495588570833, "lr": 0.01, "mask_rcnn/accuracy": 0.8682674720831729, "mask_rcnn/false_negative": 0.08986451298861302, "mask_rcnn/false_positive": 0.1990704114172096, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7765249339863658, "total_loss": 1.8454472687153611} {"data_time": 0.01791337411850691, "eta_seconds": 185236.79334861878, "iteration": 35039, "loss_fcos_cls": 0.3230933037120849, "loss_fcos_ctr": 0.6275960216298699, "loss_fcos_loc": 0.23220257717184722, "loss_mask": 0.32494883611798286, "loss_maskiou": 0.008950491042924114, "loss_sem_seg": 0.3819591645151377, "lr": 0.01, "mask_rcnn/accuracy": 0.8351037322260086, "mask_rcnn/false_negative": 0.12461442303049955, "mask_rcnn/false_positive": 0.18735154469919207, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.0, "time": 0.7904863292351365, "total_loss": 1.8595000062414329} {"data_time": 0.016227825544774532, "eta_seconds": 185343.18674002215, "iteration": 35059, "loss_fcos_cls": 0.2964587127789855, "loss_fcos_ctr": 0.6240496183745563, "loss_fcos_loc": 0.22416297439485788, "loss_mask": 0.32833385560661554, "loss_maskiou": 0.008021104891668074, "loss_sem_seg": 0.34942259173840284, "lr": 0.01, "mask_rcnn/accuracy": 0.8422722167225098, "mask_rcnn/false_negative": 0.12641014873218365, "mask_rcnn/false_positive": 0.17566884878432898, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.5, "time": 0.7959091775119305, "total_loss": 1.8511692725587636} {"data_time": 0.016646254807710648, "eta_seconds": 185171.71814698353, "iteration": 35079, "loss_fcos_cls": 0.31894581159576774, "loss_fcos_ctr": 0.6250957893207669, "loss_fcos_loc": 0.22469170531257987, "loss_mask": 0.3284680414944887, "loss_maskiou": 0.007960542672662996, "loss_sem_seg": 0.3174917623400688, "lr": 0.01, "mask_rcnn/accuracy": 0.8629041013726919, "mask_rcnn/false_negative": 0.09746633431623881, "mask_rcnn/false_positive": 0.17401173082470212, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.5, "time": 0.7770673222839832, "total_loss": 1.8474611253332114} {"data_time": 0.01671053096652031, "eta_seconds": 185311.63104106113, "iteration": 35099, "loss_fcos_cls": 0.3052348126657307, "loss_fcos_ctr": 0.6260340679436922, "loss_fcos_loc": 0.2234078615438193, "loss_mask": 0.35088991932570934, "loss_maskiou": 0.008431911002844572, "loss_sem_seg": 0.3396943034604192, "lr": 0.01, "mask_rcnn/accuracy": 0.8597137805889103, "mask_rcnn/false_negative": 0.11597681417926733, "mask_rcnn/false_positive": 0.1650525664228008, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.75, "time": 0.7902273247018456, "total_loss": 1.8752501278213458} {"data_time": 0.01550205610692501, "eta_seconds": 185222.26285535004, "iteration": 35119, "loss_fcos_cls": 0.3073726650327444, "loss_fcos_ctr": 0.6270263660699129, "loss_fcos_loc": 0.23636517603881657, "loss_mask": 0.34189245477318764, "loss_maskiou": 0.008750352906645276, "loss_sem_seg": 0.37411083886399865, "lr": 0.01, "mask_rcnn/accuracy": 0.8374976534014026, "mask_rcnn/false_negative": 0.12291100501673627, "mask_rcnn/false_positive": 0.20115399531888314, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.75, "time": 0.7859615674242377, "total_loss": 1.8892748069920344} {"data_time": 0.01676128525286913, "eta_seconds": 185124.42436273769, "iteration": 35139, "loss_fcos_cls": 0.3214549724943936, "loss_fcos_ctr": 0.6258910978212953, "loss_fcos_loc": 0.23508555348962545, "loss_mask": 0.3339909827336669, "loss_maskiou": 0.009005652653286234, "loss_sem_seg": 0.3913130220025778, "lr": 0.01, "mask_rcnn/accuracy": 0.8707817425131905, "mask_rcnn/false_negative": 0.11707608861679068, "mask_rcnn/false_positive": 0.1400851594334971, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 32.25, "time": 0.7964101117104292, "total_loss": 1.915877570048906} {"data_time": 0.016412511467933655, "eta_seconds": 185006.07015860733, "iteration": 35159, "loss_fcos_cls": 0.3012832812964916, "loss_fcos_ctr": 0.6253680749796331, "loss_fcos_loc": 0.23403509857598692, "loss_mask": 0.34254079405218363, "loss_maskiou": 0.007804797176504508, "loss_sem_seg": 0.35049885604530573, "lr": 0.01, "mask_rcnn/accuracy": 0.8576806197402973, "mask_rcnn/false_negative": 0.10568420931079427, "mask_rcnn/false_positive": 0.2023981914417769, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.0, "time": 0.781890794634819, "total_loss": 1.8662651258928236} {"data_time": 0.01717052422463894, "eta_seconds": 185174.9481054498, "iteration": 35179, "loss_fcos_cls": 0.30981963314116, "loss_fcos_ctr": 0.6260830778628588, "loss_fcos_loc": 0.23239148641005158, "loss_mask": 0.3363565355539322, "loss_maskiou": 0.008542873707483523, "loss_sem_seg": 0.3677054133731872, "lr": 0.01, "mask_rcnn/accuracy": 0.8567553449951408, "mask_rcnn/false_negative": 0.10206618709956011, "mask_rcnn/false_positive": 0.1505440566853733, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.0, "time": 0.8083023792132735, "total_loss": 1.907065150080598} {"data_time": 0.014440715312957764, "eta_seconds": 185159.1765221497, "iteration": 35199, "loss_fcos_cls": 0.3084944081492722, "loss_fcos_ctr": 0.6255403589457273, "loss_fcos_loc": 0.23713403404690325, "loss_mask": 0.322113323956728, "loss_maskiou": 0.009207869137753733, "loss_sem_seg": 0.3618617570027709, "lr": 0.01, "mask_rcnn/accuracy": 0.8801180961895247, "mask_rcnn/false_negative": 0.09518337618689404, "mask_rcnn/false_positive": 0.1883116887518808, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.5, "time": 0.7863582903519273, "total_loss": 1.8626419393985998} {"data_time": 0.016547520644962788, "eta_seconds": 185271.10294178315, "iteration": 35219, "loss_fcos_cls": 0.2941773943603039, "loss_fcos_ctr": 0.6256000073626637, "loss_fcos_loc": 0.22485228744335473, "loss_mask": 0.33053115010261536, "loss_maskiou": 0.008979339661891572, "loss_sem_seg": 0.3203808581456542, "lr": 0.01, "mask_rcnn/accuracy": 0.8538546061326149, "mask_rcnn/false_negative": 0.12740134055310817, "mask_rcnn/false_positive": 0.17788696370866258, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.795299781486392, "total_loss": 1.8187081973155728} {"data_time": 0.017152643762528896, "eta_seconds": 185201.18609469756, "iteration": 35239, "loss_fcos_cls": 0.3096253084950149, "loss_fcos_ctr": 0.62679956946522, "loss_fcos_loc": 0.22708856838289648, "loss_mask": 0.33234009239822626, "loss_maskiou": 0.008376979851163924, "loss_sem_seg": 0.35498081985861063, "lr": 0.01, "mask_rcnn/accuracy": 0.8572732666658427, "mask_rcnn/false_negative": 0.1189009426906632, "mask_rcnn/false_positive": 0.17884647636595508, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7805710304528475, "total_loss": 1.8765330350142904} {"data_time": 0.018642790615558624, "eta_seconds": 185239.53801907785, "iteration": 35259, "loss_fcos_cls": 0.3126592356711626, "loss_fcos_ctr": 0.6233045654371381, "loss_fcos_loc": 0.227927966741845, "loss_mask": 0.33680362813174725, "loss_maskiou": 0.00801491053425707, "loss_sem_seg": 0.33866935526020825, "lr": 0.01, "mask_rcnn/accuracy": 0.8431256243756244, "mask_rcnn/false_negative": 0.12467203226309093, "mask_rcnn/false_positive": 0.18499686269188026, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7950913980603218, "total_loss": 1.8716466373007279} {"data_time": 0.016996934078633785, "eta_seconds": 185223.7555577252, "iteration": 35279, "loss_fcos_cls": 0.3163820682093501, "loss_fcos_ctr": 0.6278587663546205, "loss_fcos_loc": 0.23505828250199556, "loss_mask": 0.32335963379591703, "loss_maskiou": 0.008382218540646136, "loss_sem_seg": 0.3938933303579688, "lr": 0.01, "mask_rcnn/accuracy": 0.8477511773940345, "mask_rcnn/false_negative": 0.11036060965704952, "mask_rcnn/false_positive": 0.18860181050384078, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 30.0, "time": 0.7906408933922648, "total_loss": 1.9341557391744573} {"data_time": 0.016151294112205505, "eta_seconds": 185241.49400964193, "iteration": 35299, "loss_fcos_cls": 0.30867438798304647, "loss_fcos_ctr": 0.6257031566929072, "loss_fcos_loc": 0.2355619645677507, "loss_mask": 0.3168409704230726, "loss_maskiou": 0.007948004989884794, "loss_sem_seg": 0.3507971502840519, "lr": 0.01, "mask_rcnn/accuracy": 0.8508986073937772, "mask_rcnn/false_negative": 0.12712554603885523, "mask_rcnn/false_positive": 0.17423683963228426, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7845317581668496, "total_loss": 1.886644724276266} {"data_time": 0.015573861077427864, "eta_seconds": 185265.68377637956, "iteration": 35319, "loss_fcos_cls": 0.32553631463088095, "loss_fcos_ctr": 0.631128154695034, "loss_fcos_loc": 0.2423222924116999, "loss_mask": 0.3358659129589796, "loss_maskiou": 0.008572224847739562, "loss_sem_seg": 0.3598627056926489, "lr": 0.01, "mask_rcnn/accuracy": 0.8512086977648202, "mask_rcnn/false_negative": 0.1101322183547678, "mask_rcnn/false_positive": 0.2093037323378223, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7838285462930799, "total_loss": 1.9032710713217966} {"data_time": 0.015285063534975052, "eta_seconds": 185249.89505178947, "iteration": 35339, "loss_fcos_cls": 0.29609711666125804, "loss_fcos_ctr": 0.6253557489253581, "loss_fcos_loc": 0.23178635246586055, "loss_mask": 0.33013823069632053, "loss_maskiou": 0.008090262810583226, "loss_sem_seg": 0.35670845536515117, "lr": 0.01, "mask_rcnn/accuracy": 0.8505984802222046, "mask_rcnn/false_negative": 0.12679504613005893, "mask_rcnn/false_positive": 0.1863843459655733, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.5, "time": 0.7780672693625093, "total_loss": 1.8622333816092578} {"data_time": 0.017958929762244225, "eta_seconds": 185313.08331961185, "iteration": 35359, "loss_fcos_cls": 0.3090447613503784, "loss_fcos_ctr": 0.6266336124390364, "loss_fcos_loc": 0.22885146015323699, "loss_mask": 0.3309833677485585, "loss_maskiou": 0.008124104293528944, "loss_sem_seg": 0.3400343582034111, "lr": 0.01, "mask_rcnn/accuracy": 0.844790148202138, "mask_rcnn/false_negative": 0.08848446566808796, "mask_rcnn/false_positive": 0.21269393098453776, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7934321649372578, "total_loss": 1.8659205089788884} {"data_time": 0.015163064934313297, "eta_seconds": 185218.31760260928, "iteration": 35379, "loss_fcos_cls": 0.3049752276856452, "loss_fcos_ctr": 0.6247769333422184, "loss_fcos_loc": 0.22894790361169726, "loss_mask": 0.3305691434070468, "loss_maskiou": 0.008107910805847496, "loss_sem_seg": 0.3899233448319137, "lr": 0.01, "mask_rcnn/accuracy": 0.8465799655020826, "mask_rcnn/false_negative": 0.12717146633061374, "mask_rcnn/false_positive": 0.1723397626400321, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.75, "time": 0.7840864714235067, "total_loss": 1.9179335281951353} {"data_time": 0.01825379766523838, "eta_seconds": 185250.5932262931, "iteration": 35399, "loss_fcos_cls": 0.29855342162773013, "loss_fcos_ctr": 0.6280570989474654, "loss_fcos_loc": 0.23297821742016822, "loss_mask": 0.3266256945207715, "loss_maskiou": 0.008229491300880909, "loss_sem_seg": 0.33866123855113983, "lr": 0.01, "mask_rcnn/accuracy": 0.8510871848739495, "mask_rcnn/false_negative": 0.10710715626470077, "mask_rcnn/false_positive": 0.18281857291085174, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.25, "time": 0.8039267342537642, "total_loss": 1.8796481640310958} {"data_time": 0.01633630320429802, "eta_seconds": 185146.78210265748, "iteration": 35419, "loss_fcos_cls": 0.32818069495260715, "loss_fcos_ctr": 0.6290142945945263, "loss_fcos_loc": 0.24049384833779186, "loss_mask": 0.3523986442014575, "loss_maskiou": 0.00907470281526912, "loss_sem_seg": 0.3689372749067843, "lr": 0.01, "mask_rcnn/accuracy": 0.8564102165256346, "mask_rcnn/false_negative": 0.09337833123665755, "mask_rcnn/false_positive": 0.15667593309437566, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7691258797422051, "total_loss": 1.9316135783446953} {"data_time": 0.01509630586951971, "eta_seconds": 185118.67194401007, "iteration": 35439, "loss_fcos_cls": 0.3163295527920127, "loss_fcos_ctr": 0.6247081626206636, "loss_fcos_loc": 0.2344078307505697, "loss_mask": 0.34603437688201666, "loss_maskiou": 0.008281907212221995, "loss_sem_seg": 0.36944407038390636, "lr": 0.01, "mask_rcnn/accuracy": 0.8525381701187937, "mask_rcnn/false_negative": 0.116306098615885, "mask_rcnn/false_positive": 0.16116890788619925, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7800877476111054, "total_loss": 1.897456789854914} {"data_time": 0.016448616050183773, "eta_seconds": 185155.1627042489, "iteration": 35459, "loss_fcos_cls": 0.3082573835272342, "loss_fcos_ctr": 0.6298707006499171, "loss_fcos_loc": 0.24375524278730154, "loss_mask": 0.34090967290103436, "loss_maskiou": 0.008437719021458179, "loss_sem_seg": 0.34823967702686787, "lr": 0.01, "mask_rcnn/accuracy": 0.84324811073623, "mask_rcnn/false_negative": 0.12278310892490975, "mask_rcnn/false_positive": 0.19470565109514704, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 24.5, "time": 0.7921543372794986, "total_loss": 1.8794100597733632} {"data_time": 0.014207516796886921, "eta_seconds": 185139.37397965882, "iteration": 35479, "loss_fcos_cls": 0.3104654976632446, "loss_fcos_ctr": 0.629007067065686, "loss_fcos_loc": 0.23000417184084654, "loss_mask": 0.3316585486754775, "loss_maskiou": 0.008581753907492384, "loss_sem_seg": 0.35443969210609794, "lr": 0.01, "mask_rcnn/accuracy": 0.8563259277829662, "mask_rcnn/false_negative": 0.12230137155025012, "mask_rcnn/false_positive": 0.15652150398916287, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.794719148427248, "total_loss": 1.8837469816789962} {"data_time": 0.01705792173743248, "eta_seconds": 185171.62911564298, "iteration": 35499, "loss_fcos_cls": 0.3106605422217399, "loss_fcos_ctr": 0.6275492068380117, "loss_fcos_loc": 0.24372696597129107, "loss_mask": 0.3266342282295227, "loss_maskiou": 0.00875004960107617, "loss_sem_seg": 0.3307086417917162, "lr": 0.01, "mask_rcnn/accuracy": 0.8676764558282329, "mask_rcnn/false_negative": 0.12504263378134953, "mask_rcnn/false_positive": 0.15061980732828073, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7953151939436793, "total_loss": 1.8496640070952708} {"data_time": 0.015338540077209473, "eta_seconds": 185246.3183688186, "iteration": 35519, "loss_fcos_cls": 0.3128182329237461, "loss_fcos_ctr": 0.6258554980158806, "loss_fcos_loc": 0.22798667172901332, "loss_mask": 0.33616690430790186, "loss_maskiou": 0.008562522649299353, "loss_sem_seg": 0.3689881768077612, "lr": 0.01, "mask_rcnn/accuracy": 0.8786950833710905, "mask_rcnn/false_negative": 0.10592916542930958, "mask_rcnn/false_positive": 0.1670331562252088, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.75, "time": 0.7973325345665216, "total_loss": 1.9089118343254086} {"data_time": 0.01941173803061247, "eta_seconds": 185206.4730289802, "iteration": 35539, "loss_fcos_cls": 0.32292225025594234, "loss_fcos_ctr": 0.6303905816748738, "loss_fcos_loc": 0.23440018435940146, "loss_mask": 0.34344489220529795, "loss_maskiou": 0.008321540401084349, "loss_sem_seg": 0.3709997716359794, "lr": 0.01, "mask_rcnn/accuracy": 0.8612457418121353, "mask_rcnn/false_negative": 0.09471985233360405, "mask_rcnn/false_positive": 0.17815977567661176, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.0, "time": 0.7835816824808717, "total_loss": 1.9061972561466973} {"data_time": 0.01550282258540392, "eta_seconds": 185190.67454027385, "iteration": 35559, "loss_fcos_cls": 0.3141358862631023, "loss_fcos_ctr": 0.6259826645255089, "loss_fcos_loc": 0.2274712254293263, "loss_mask": 0.32301037292927504, "loss_maskiou": 0.008027467512874864, "loss_sem_seg": 0.3418206179048866, "lr": 0.01, "mask_rcnn/accuracy": 0.8740688065578737, "mask_rcnn/false_negative": 0.1091562262978889, "mask_rcnn/false_positive": 0.16435147903980374, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.7858115201815963, "total_loss": 1.8129911435826216} {"data_time": 0.016798922792077065, "eta_seconds": 185299.4553603856, "iteration": 35579, "loss_fcos_cls": 0.3144211182370782, "loss_fcos_ctr": 0.6261808667331934, "loss_fcos_loc": 0.2400948108988814, "loss_mask": 0.3237621085718274, "loss_maskiou": 0.008450273351627402, "loss_sem_seg": 0.3628123430535197, "lr": 0.01, "mask_rcnn/accuracy": 0.8480952848172236, "mask_rcnn/false_negative": 0.12370838014053115, "mask_rcnn/false_positive": 0.1862502513121838, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7985838577151299, "total_loss": 1.881746024824679} {"data_time": 0.015454248525202274, "eta_seconds": 185343.5503169289, "iteration": 35599, "loss_fcos_cls": 0.3190185036510229, "loss_fcos_ctr": 0.6280203871428967, "loss_fcos_loc": 0.23689926089718938, "loss_mask": 0.3300792081281543, "loss_maskiou": 0.008856871107127517, "loss_sem_seg": 0.3302951091900468, "lr": 0.01, "mask_rcnn/accuracy": 0.8655379734311307, "mask_rcnn/false_negative": 0.11083259103360786, "mask_rcnn/false_positive": 0.1655598903122272, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.8000686103478074, "total_loss": 1.8399031295557506} {"data_time": 0.016662411391735077, "eta_seconds": 185196.66923509352, "iteration": 35619, "loss_fcos_cls": 0.3195615257136524, "loss_fcos_ctr": 0.6292903162539005, "loss_fcos_loc": 0.23758212686516345, "loss_mask": 0.34976430609822273, "loss_maskiou": 0.009397199202794582, "loss_sem_seg": 0.3485374692827463, "lr": 0.01, "mask_rcnn/accuracy": 0.8324376587984592, "mask_rcnn/false_negative": 0.13837092863821818, "mask_rcnn/false_positive": 0.2117875693515356, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 33.25, "time": 0.7858635205775499, "total_loss": 1.9019860772095853} {"data_time": 0.014847993850708008, "eta_seconds": 185127.48058544844, "iteration": 35639, "loss_fcos_cls": 0.32596056815236807, "loss_fcos_ctr": 0.6286300462670624, "loss_fcos_loc": 0.24134131195023656, "loss_mask": 0.3533861553296447, "loss_maskiou": 0.009545906039420515, "loss_sem_seg": 0.35249228961765766, "lr": 0.01, "mask_rcnn/accuracy": 0.834854951596023, "mask_rcnn/false_negative": 0.11697281947650673, "mask_rcnn/false_positive": 0.18356405698390899, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7881381018087268, "total_loss": 1.9433009000204038} {"data_time": 0.015687352046370506, "eta_seconds": 185111.6820967421, "iteration": 35659, "loss_fcos_cls": 0.321257206145674, "loss_fcos_ctr": 0.6276491349563003, "loss_fcos_loc": 0.23531263205222785, "loss_mask": 0.32650132197886705, "loss_maskiou": 0.008266640943475068, "loss_sem_seg": 0.34762961557134986, "lr": 0.01, "mask_rcnn/accuracy": 0.8575661809388768, "mask_rcnn/false_negative": 0.10331990851768592, "mask_rcnn/false_positive": 0.17358967267314485, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.5, "time": 0.7904649013653398, "total_loss": 1.8808461227017688} {"data_time": 0.017110583372414112, "eta_seconds": 185119.91405060515, "iteration": 35679, "loss_fcos_cls": 0.3142443469259888, "loss_fcos_ctr": 0.6258207848295569, "loss_fcos_loc": 0.232430431060493, "loss_mask": 0.34252788219600916, "loss_maskiou": 0.008798152586678043, "loss_sem_seg": 0.36227025277912617, "lr": 0.01, "mask_rcnn/accuracy": 0.8438201024457402, "mask_rcnn/false_negative": 0.1255637944999717, "mask_rcnn/false_positive": 0.20377106888220126, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.5, "time": 0.784825854934752, "total_loss": 1.8751071674196282} {"data_time": 0.016070920042693615, "eta_seconds": 185289.1949261548, "iteration": 35699, "loss_fcos_cls": 0.30764772137627006, "loss_fcos_ctr": 0.626461517997086, "loss_fcos_loc": 0.23427506466396153, "loss_mask": 0.32534805312752724, "loss_maskiou": 0.008886395007721148, "loss_sem_seg": 0.3261048668064177, "lr": 0.01, "mask_rcnn/accuracy": 0.8439561430632859, "mask_rcnn/false_negative": 0.12617573729847087, "mask_rcnn/false_positive": 0.2002232955285579, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7943196054548025, "total_loss": 1.8285021844494622} {"data_time": 0.01661106012761593, "eta_seconds": 185188.79153866973, "iteration": 35719, "loss_fcos_cls": 0.31490905792452395, "loss_fcos_ctr": 0.62484819162637, "loss_fcos_loc": 0.23076803935691714, "loss_mask": 0.31618061382323503, "loss_maskiou": 0.007924571400508285, "loss_sem_seg": 0.4077715491876006, "lr": 0.01, "mask_rcnn/accuracy": 0.8588866668673718, "mask_rcnn/false_negative": 0.1112440249334922, "mask_rcnn/false_positive": 0.1574071063062491, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7814222173765302, "total_loss": 1.8965228894376196} {"data_time": 0.01524511817842722, "eta_seconds": 185216.39396045823, "iteration": 35739, "loss_fcos_cls": 0.32962803868576884, "loss_fcos_ctr": 0.6260998919606209, "loss_fcos_loc": 0.2266595473047346, "loss_mask": 0.3238088386133313, "loss_maskiou": 0.00805146868515294, "loss_sem_seg": 0.3315606499090791, "lr": 0.01, "mask_rcnn/accuracy": 0.8313494316645577, "mask_rcnn/false_negative": 0.09120337537544422, "mask_rcnn/false_positive": 0.21424415555877402, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7909170407801867, "total_loss": 1.8493056089355377} {"data_time": 0.01608894020318985, "eta_seconds": 185241.745911018, "iteration": 35759, "loss_fcos_cls": 0.31495132111012936, "loss_fcos_ctr": 0.6265962412580848, "loss_fcos_loc": 0.23813467053696513, "loss_mask": 0.33382399287074804, "loss_maskiou": 0.008238032402005047, "loss_sem_seg": 0.35563013469800353, "lr": 0.01, "mask_rcnn/accuracy": 0.8424264071825913, "mask_rcnn/false_negative": 0.1273438563580809, "mask_rcnn/false_positive": 0.18866958224065294, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 36.5, "time": 0.7825092198327184, "total_loss": 1.8861534427269362} {"data_time": 0.015877374447882175, "eta_seconds": 185112.0644705072, "iteration": 35779, "loss_fcos_cls": 0.31562911230139434, "loss_fcos_ctr": 0.6259899754077196, "loss_fcos_loc": 0.231230751844123, "loss_mask": 0.319431921467185, "loss_maskiou": 0.007903873134637251, "loss_sem_seg": 0.3075299561023712, "lr": 0.01, "mask_rcnn/accuracy": 0.847247990105133, "mask_rcnn/false_negative": 0.13900032228184023, "mask_rcnn/false_positive": 0.15967065867821767, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.75, "time": 0.7826042510569096, "total_loss": 1.8099289871315705} {"data_time": 0.016442245803773403, "eta_seconds": 184972.97874466516, "iteration": 35799, "loss_fcos_cls": 0.3100358184892684, "loss_fcos_ctr": 0.6261938475072384, "loss_fcos_loc": 0.22188752377405763, "loss_mask": 0.32642428763210773, "loss_maskiou": 0.008285705145681277, "loss_sem_seg": 0.3631491274572909, "lr": 0.01, "mask_rcnn/accuracy": 0.8536689675870348, "mask_rcnn/false_negative": 0.10082897937522473, "mask_rcnn/false_positive": 0.19383813761610202, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.25, "time": 0.7806716281920671, "total_loss": 1.8684931610769127} {"data_time": 0.0160759212449193, "eta_seconds": 184957.18265679665, "iteration": 35819, "loss_fcos_cls": 0.3158389893360436, "loss_fcos_ctr": 0.6307969950139523, "loss_fcos_loc": 0.24280848470516503, "loss_mask": 0.33291746908798814, "loss_maskiou": 0.008287368400488049, "loss_sem_seg": 0.3657529754564166, "lr": 0.01, "mask_rcnn/accuracy": 0.843910199214821, "mask_rcnn/false_negative": 0.10414132325779688, "mask_rcnn/false_positive": 0.21136189931839475, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 22.0, "time": 0.787361747585237, "total_loss": 1.8671497107861796} {"data_time": 0.01590623427182436, "eta_seconds": 184905.16052325815, "iteration": 35839, "loss_fcos_cls": 0.3113227169960737, "loss_fcos_ctr": 0.6256201488431543, "loss_fcos_loc": 0.2296922707464546, "loss_mask": 0.32416967023164034, "loss_maskiou": 0.009087612110306509, "loss_sem_seg": 0.32473606895655394, "lr": 0.01, "mask_rcnn/accuracy": 0.8560365973312402, "mask_rcnn/false_negative": 0.1068679493896183, "mask_rcnn/false_positive": 0.17050519218399998, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.7923403084278107, "total_loss": 1.8578075173136313} {"data_time": 0.016651485115289688, "eta_seconds": 184925.59048105963, "iteration": 35859, "loss_fcos_cls": 0.30280678207054734, "loss_fcos_ctr": 0.6269397102296352, "loss_fcos_loc": 0.24276122823357582, "loss_mask": 0.3415158139541745, "loss_maskiou": 0.008398849910008721, "loss_sem_seg": 0.3568406724371016, "lr": 0.01, "mask_rcnn/accuracy": 0.8519403922714703, "mask_rcnn/false_negative": 0.1268050192787806, "mask_rcnn/false_positive": 0.17838896254988337, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7867818465456367, "total_loss": 1.8762740054226015} {"data_time": 0.015373100526630878, "eta_seconds": 184830.98762882967, "iteration": 35879, "loss_fcos_cls": 0.3132048053666949, "loss_fcos_ctr": 0.6293625817634165, "loss_fcos_loc": 0.2344677597284317, "loss_mask": 0.3438327116891742, "loss_maskiou": 0.008222210111853201, "loss_sem_seg": 0.34475399320945144, "lr": 0.01, "mask_rcnn/accuracy": 0.8638727909642118, "mask_rcnn/false_negative": 0.11610871241310522, "mask_rcnn/false_positive": 0.14962169084207622, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.7863488020375371, "total_loss": 1.8637233313929755} {"data_time": 0.015323680825531483, "eta_seconds": 184781.484202059, "iteration": 35899, "loss_fcos_cls": 0.3279898324981332, "loss_fcos_ctr": 0.6281298967078328, "loss_fcos_loc": 0.23547114408574998, "loss_mask": 0.3320515714585781, "loss_maskiou": 0.008991451933979988, "loss_sem_seg": 0.35837940126657486, "lr": 0.01, "mask_rcnn/accuracy": 0.8539871582630838, "mask_rcnn/false_negative": 0.11012190016441392, "mask_rcnn/false_positive": 0.20790771067451674, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7898486731573939, "total_loss": 1.9139129262330243} {"data_time": 0.016053148545324802, "eta_seconds": 184841.98854824156, "iteration": 35919, "loss_fcos_cls": 0.30700284731574357, "loss_fcos_ctr": 0.6274773860350251, "loss_fcos_loc": 0.23720842716284096, "loss_mask": 0.33827860560268164, "loss_maskiou": 0.008314544611494057, "loss_sem_seg": 0.326241091825068, "lr": 0.01, "mask_rcnn/accuracy": 0.8402413048552755, "mask_rcnn/false_negative": 0.11524638496291975, "mask_rcnn/false_positive": 0.20250503936366976, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.0, "time": 0.797242340631783, "total_loss": 1.837801422982011} {"data_time": 0.015608455054461956, "eta_seconds": 184734.04293899518, "iteration": 35939, "loss_fcos_cls": 0.31373247783631086, "loss_fcos_ctr": 0.6245757807046175, "loss_fcos_loc": 0.23205383913591504, "loss_mask": 0.322954879142344, "loss_maskiou": 0.008233495726017281, "loss_sem_seg": 0.34044933458790183, "lr": 0.01, "mask_rcnn/accuracy": 0.8783767413215287, "mask_rcnn/false_negative": 0.09718967635526968, "mask_rcnn/false_positive": 0.1461656821270923, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7816442037001252, "total_loss": 1.8571065782307414} {"data_time": 0.01695211324840784, "eta_seconds": 184643.4870629711, "iteration": 35959, "loss_fcos_cls": 0.32043357915244997, "loss_fcos_ctr": 0.627923690713942, "loss_fcos_loc": 0.23588380636647344, "loss_mask": 0.32084865495562553, "loss_maskiou": 0.00879876875296759, "loss_sem_seg": 0.38402347452938557, "lr": 0.01, "mask_rcnn/accuracy": 0.8555203891257995, "mask_rcnn/false_negative": 0.10702513544348699, "mask_rcnn/false_positive": 0.1637385506825679, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.75, "time": 0.7909445483237505, "total_loss": 1.901273709605448} {"data_time": 0.016565033234655857, "eta_seconds": 184768.2920024218, "iteration": 35979, "loss_fcos_cls": 0.3179820445366204, "loss_fcos_ctr": 0.6235238201916218, "loss_fcos_loc": 0.22280911030247808, "loss_mask": 0.3299615699797869, "loss_maskiou": 0.008529996135621332, "loss_sem_seg": 0.32925522001460195, "lr": 0.01, "mask_rcnn/accuracy": 0.858835302895862, "mask_rcnn/false_negative": 0.11337379716292637, "mask_rcnn/false_positive": 0.1558415921360084, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.25, "time": 0.806187785230577, "total_loss": 1.828654141339939} {"data_time": 0.015363398939371109, "eta_seconds": 184858.96702080593, "iteration": 35999, "loss_fcos_cls": 0.31402169028297067, "loss_fcos_ctr": 0.6266765128821135, "loss_fcos_loc": 0.22799858890357427, "loss_mask": 0.3368911575525999, "loss_maskiou": 0.008373426913749427, "loss_sem_seg": 0.34268129034899175, "lr": 0.01, "mask_rcnn/accuracy": 0.8625560451453309, "mask_rcnn/false_negative": 0.11932763178204922, "mask_rcnn/false_positive": 0.19259637974586513, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7862588176503778, "total_loss": 1.8520186422974803} {"data_time": 0.015955541282892227, "eta_seconds": 184799.22177811153, "iteration": 36019, "loss_fcos_cls": 0.2975046487990767, "loss_fcos_ctr": 0.6257632588967681, "loss_fcos_loc": 0.2252220327500254, "loss_mask": 0.3258397439494729, "loss_maskiou": 0.008072383687249385, "loss_sem_seg": 0.3432085174135864, "lr": 0.01, "mask_rcnn/accuracy": 0.8421960758735312, "mask_rcnn/false_negative": 0.10286997605483911, "mask_rcnn/false_positive": 0.2245206745794106, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 36.25, "time": 0.7859790967777371, "total_loss": 1.8556991011282662} {"data_time": 0.0167744355276227, "eta_seconds": 184827.36733242497, "iteration": 36039, "loss_fcos_cls": 0.31567193719092757, "loss_fcos_ctr": 0.627834846265614, "loss_fcos_loc": 0.23541022249264643, "loss_mask": 0.3165944227948785, "loss_maskiou": 0.008470504719298333, "loss_sem_seg": 0.34215086651965976, "lr": 0.01, "mask_rcnn/accuracy": 0.8492660982970724, "mask_rcnn/false_negative": 0.12094094934127697, "mask_rcnn/false_positive": 0.17316077550803538, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.75, "time": 0.7954080617055297, "total_loss": 1.8560620518401265} {"data_time": 0.01681872084736824, "eta_seconds": 184811.5674882345, "iteration": 36059, "loss_fcos_cls": 0.31961545580998063, "loss_fcos_ctr": 0.6263287402689457, "loss_fcos_loc": 0.2329305037856102, "loss_mask": 0.338740068487823, "loss_maskiou": 0.008588512377173174, "loss_sem_seg": 0.3510370748117566, "lr": 0.01, "mask_rcnn/accuracy": 0.8574157742079429, "mask_rcnn/false_negative": 0.093019253178597, "mask_rcnn/false_positive": 0.1917603861135655, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.5, "time": 0.7928890958428383, "total_loss": 1.8930715405440424} {"data_time": 0.016046284697949886, "eta_seconds": 184833.19921044074, "iteration": 36079, "loss_fcos_cls": 0.30465295212343335, "loss_fcos_ctr": 0.6249274034053087, "loss_fcos_loc": 0.23121504148002714, "loss_mask": 0.34427187964320183, "loss_maskiou": 0.009824096952797845, "loss_sem_seg": 0.331671183463186, "lr": 0.01, "mask_rcnn/accuracy": 0.8342523547880691, "mask_rcnn/false_negative": 0.11667468910102216, "mask_rcnn/false_positive": 0.18868322593175552, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 24.25, "time": 0.7838031873106956, "total_loss": 1.8725498258427251} {"data_time": 0.018189487047493458, "eta_seconds": 184769.61072630342, "iteration": 36099, "loss_fcos_cls": 0.33006028924137354, "loss_fcos_ctr": 0.6261866185814142, "loss_fcos_loc": 0.23272407962940633, "loss_mask": 0.3333285665139556, "loss_maskiou": 0.0092488034570124, "loss_sem_seg": 0.38928857911378145, "lr": 0.01, "mask_rcnn/accuracy": 0.8617139948084497, "mask_rcnn/false_negative": 0.0987465166619722, "mask_rcnn/false_positive": 0.1786341647217667, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7825616728514433, "total_loss": 1.9514876841858495} {"data_time": 0.016257991082966328, "eta_seconds": 184599.35743066948, "iteration": 36119, "loss_fcos_cls": 0.31932086823508143, "loss_fcos_ctr": 0.6267744656652212, "loss_fcos_loc": 0.23584207007661462, "loss_mask": 0.326663501560688, "loss_maskiou": 0.00872437164071016, "loss_sem_seg": 0.3470062427222729, "lr": 0.01, "mask_rcnn/accuracy": 0.8545210758556623, "mask_rcnn/false_negative": 0.10643370991000285, "mask_rcnn/false_positive": 0.1912967905487039, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.75, "time": 0.7855102261528373, "total_loss": 1.874751949304482} {"data_time": 0.016653657890856266, "eta_seconds": 184453.0356286615, "iteration": 36139, "loss_fcos_cls": 0.29114067228510976, "loss_fcos_ctr": 0.6253004390746355, "loss_fcos_loc": 0.2250114711932838, "loss_mask": 0.3253896040841937, "loss_maskiou": 0.007741853725747205, "loss_sem_seg": 0.36597336968407035, "lr": 0.01, "mask_rcnn/accuracy": 0.8637886702299968, "mask_rcnn/false_negative": 0.13349832353603755, "mask_rcnn/false_positive": 0.1362435702930277, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7809825632721186, "total_loss": 1.8606564470683224} {"data_time": 0.016040376387536526, "eta_seconds": 184534.08273290657, "iteration": 36159, "loss_fcos_cls": 0.311858335044235, "loss_fcos_ctr": 0.6243852376937866, "loss_fcos_loc": 0.2296275261323899, "loss_mask": 0.32666628435254097, "loss_maskiou": 0.008121703111100942, "loss_sem_seg": 0.3108085561543703, "lr": 0.01, "mask_rcnn/accuracy": 0.8591590154185342, "mask_rcnn/false_negative": 0.10915650876257516, "mask_rcnn/false_positive": 0.15205825818587632, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7920602597296238, "total_loss": 1.8371930578432512} {"data_time": 0.01717400550842285, "eta_seconds": 184275.17273428012, "iteration": 36179, "loss_fcos_cls": 0.316826406866312, "loss_fcos_ctr": 0.628367428202182, "loss_fcos_loc": 0.23907526140101254, "loss_mask": 0.32636721059679985, "loss_maskiou": 0.009032463058247231, "loss_sem_seg": 0.3679780508391559, "lr": 0.01, "mask_rcnn/accuracy": 0.8557767078897229, "mask_rcnn/false_negative": 0.10145491753926908, "mask_rcnn/false_positive": 0.2044361815083739, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 39.25, "time": 0.7638614345341921, "total_loss": 1.9070186338794883} {"data_time": 0.014035766944289207, "eta_seconds": 184252.73919921555, "iteration": 36199, "loss_fcos_cls": 0.3045777708757669, "loss_fcos_ctr": 0.6294196960516274, "loss_fcos_loc": 0.23162049218080938, "loss_mask": 0.3086323980242014, "loss_maskiou": 0.0077790950308553874, "loss_sem_seg": 0.37175985611975193, "lr": 0.01, "mask_rcnn/accuracy": 0.8541209992373238, "mask_rcnn/false_negative": 0.11328218704352508, "mask_rcnn/false_positive": 0.17324010458881106, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.7853102693334222, "total_loss": 1.8420474652957637} {"data_time": 0.01641909871250391, "eta_seconds": 184167.38391172327, "iteration": 36219, "loss_fcos_cls": 0.2945544549729675, "loss_fcos_ctr": 0.6242954442277551, "loss_fcos_loc": 0.22921328619122505, "loss_mask": 0.33558452501893044, "loss_maskiou": 0.008876570718712173, "loss_sem_seg": 0.3857761272229254, "lr": 0.01, "mask_rcnn/accuracy": 0.8669083805118172, "mask_rcnn/false_negative": 0.11564695853305569, "mask_rcnn/false_positive": 0.15305385797474957, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7866052035242319, "total_loss": 1.8766344542091247} {"data_time": 0.01519116573035717, "eta_seconds": 184173.92067946307, "iteration": 36239, "loss_fcos_cls": 0.3202179200015962, "loss_fcos_ctr": 0.6302235927432775, "loss_fcos_loc": 0.24451290117576718, "loss_mask": 0.33037475403398275, "loss_maskiou": 0.008376497236895375, "loss_sem_seg": 0.3920493838377297, "lr": 0.01, "mask_rcnn/accuracy": 0.8469149513253578, "mask_rcnn/false_negative": 0.1479530257655792, "mask_rcnn/false_positive": 0.171688464878738, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7892144285142422, "total_loss": 1.9188838526315521} {"data_time": 0.015630701556801796, "eta_seconds": 184105.49898986984, "iteration": 36259, "loss_fcos_cls": 0.313987594563514, "loss_fcos_ctr": 0.6275146408006549, "loss_fcos_loc": 0.23318309424212202, "loss_mask": 0.33643717132508755, "loss_maskiou": 0.00852900051540928, "loss_sem_seg": 0.3853391297161579, "lr": 0.01, "mask_rcnn/accuracy": 0.846244186969046, "mask_rcnn/false_negative": 0.11890590011713803, "mask_rcnn/false_positive": 0.2007842613118804, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7857119822874665, "total_loss": 1.913542379385035} {"data_time": 0.016375957056879997, "eta_seconds": 184120.1172688622, "iteration": 36279, "loss_fcos_cls": 0.30843388894572854, "loss_fcos_ctr": 0.6267337021417916, "loss_fcos_loc": 0.22732335701584816, "loss_mask": 0.3419155599549413, "loss_maskiou": 0.00916012263041921, "loss_sem_seg": 0.33444329630583525, "lr": 0.01, "mask_rcnn/accuracy": 0.8401469104125167, "mask_rcnn/false_negative": 0.13218324701883782, "mask_rcnn/false_positive": 0.18567957444030742, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.75, "time": 0.8008362529799342, "total_loss": 1.8504820960515644} {"data_time": 0.014663840644061565, "eta_seconds": 184073.99309248943, "iteration": 36299, "loss_fcos_cls": 0.30462596111465245, "loss_fcos_ctr": 0.6267135012894869, "loss_fcos_loc": 0.22173300967551768, "loss_mask": 0.3216491546481848, "loss_maskiou": 0.0076526479970198125, "loss_sem_seg": 0.3483659513294697, "lr": 0.01, "mask_rcnn/accuracy": 0.8581631665824225, "mask_rcnn/false_negative": 0.1130412496376361, "mask_rcnn/false_positive": 0.18439111111456533, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7749816831201315, "total_loss": 1.8514572597341612} {"data_time": 0.016750773414969444, "eta_seconds": 184088.6061736215, "iteration": 36319, "loss_fcos_cls": 0.3064732593484223, "loss_fcos_ctr": 0.6247157780453563, "loss_fcos_loc": 0.23095054039731622, "loss_mask": 0.35130799002945423, "loss_maskiou": 0.009051778746652417, "loss_sem_seg": 0.3321882304735482, "lr": 0.01, "mask_rcnn/accuracy": 0.8558557849369256, "mask_rcnn/false_negative": 0.10739778502404836, "mask_rcnn/false_positive": 0.1790726913764807, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.75, "time": 0.7897611781954765, "total_loss": 1.8622453793796012} {"data_time": 0.016803083010017872, "eta_seconds": 184143.61405219976, "iteration": 36339, "loss_fcos_cls": 0.32084106327965856, "loss_fcos_ctr": 0.6282801404595375, "loss_fcos_loc": 0.2346575444098562, "loss_mask": 0.3286428414285183, "loss_maskiou": 0.008315759230754338, "loss_sem_seg": 0.37457894533872604, "lr": 0.01, "mask_rcnn/accuracy": 0.8540638591502174, "mask_rcnn/false_negative": 0.09838038100673185, "mask_rcnn/false_positive": 0.19285253088868437, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.7930494779720902, "total_loss": 1.8959432921255939} {"data_time": 0.016100632026791573, "eta_seconds": 184079.37595009618, "iteration": 36359, "loss_fcos_cls": 0.31191598577424884, "loss_fcos_ctr": 0.6263236105442047, "loss_fcos_loc": 0.2332700516562909, "loss_mask": 0.32678401097655296, "loss_maskiou": 0.008415935444645584, "loss_sem_seg": 0.3529749212320894, "lr": 0.01, "mask_rcnn/accuracy": 0.8428901524831758, "mask_rcnn/false_negative": 0.11351908416878519, "mask_rcnn/false_positive": 0.2155199946188318, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.0, "time": 0.7715319460257888, "total_loss": 1.8403867230226751} {"data_time": 0.01759055070579052, "eta_seconds": 184088.1023800075, "iteration": 36379, "loss_fcos_cls": 0.31632625474594533, "loss_fcos_ctr": 0.6255220528692007, "loss_fcos_loc": 0.24062404525466263, "loss_mask": 0.3311504479497671, "loss_maskiou": 0.008776842529186979, "loss_sem_seg": 0.3534964988939464, "lr": 0.01, "mask_rcnn/accuracy": 0.8723688513867085, "mask_rcnn/false_negative": 0.11050271049175169, "mask_rcnn/false_positive": 0.17226808972274588, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 31.75, "time": 0.7951604500412941, "total_loss": 1.873551715980284} {"data_time": 0.015528510324656963, "eta_seconds": 184092.49282280635, "iteration": 36399, "loss_fcos_cls": 0.30918641039170325, "loss_fcos_ctr": 0.6280456893146038, "loss_fcos_loc": 0.2346262016799301, "loss_mask": 0.33375346940010786, "loss_maskiou": 0.007903952689957805, "loss_sem_seg": 0.37543153297156096, "lr": 0.01, "mask_rcnn/accuracy": 0.8656664026497696, "mask_rcnn/false_negative": 0.11346705114918675, "mask_rcnn/false_positive": 0.13238822011187829, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7940921131521463, "total_loss": 1.8739945658599027} {"data_time": 0.015129678882658482, "eta_seconds": 184076.73154671397, "iteration": 36419, "loss_fcos_cls": 0.33237275783903897, "loss_fcos_ctr": 0.6284266961738467, "loss_fcos_loc": 0.2370092592900619, "loss_mask": 0.34433512296527624, "loss_maskiou": 0.00864360916602891, "loss_sem_seg": 0.3550820266827941, "lr": 0.01, "mask_rcnn/accuracy": 0.8403140562445074, "mask_rcnn/false_negative": 0.12571596734911172, "mask_rcnn/false_positive": 0.19489154768826306, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.766325450502336, "total_loss": 1.9390107150247786} {"data_time": 0.01575993373990059, "eta_seconds": 184064.80602944363, "iteration": 36439, "loss_fcos_cls": 0.31935918191447854, "loss_fcos_ctr": 0.6254051579162478, "loss_fcos_loc": 0.2359683864051476, "loss_mask": 0.3245241530239582, "loss_maskiou": 0.008632397628389299, "loss_sem_seg": 0.3470390625298023, "lr": 0.01, "mask_rcnn/accuracy": 0.8586503493007736, "mask_rcnn/false_negative": 0.09156215520007738, "mask_rcnn/false_positive": 0.169419170449704, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.25, "time": 0.788567591458559, "total_loss": 1.8487635335040977} {"data_time": 0.015634379349648952, "eta_seconds": 184025.06417629123, "iteration": 36459, "loss_fcos_cls": 0.3183761425316334, "loss_fcos_ctr": 0.6300308648496866, "loss_fcos_loc": 0.2344052125699818, "loss_mask": 0.34377179108560085, "loss_maskiou": 0.008674448094097897, "loss_sem_seg": 0.32436221465468407, "lr": 0.01, "mask_rcnn/accuracy": 0.8292322137188208, "mask_rcnn/false_negative": 0.12863492694490436, "mask_rcnn/false_positive": 0.20925133084175498, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.0, "time": 0.7859983909875154, "total_loss": 1.8619630693283398} {"data_time": 0.019429383799433708, "eta_seconds": 184038.74165315274, "iteration": 36479, "loss_fcos_cls": 0.30362993013113737, "loss_fcos_ctr": 0.6253683706745505, "loss_fcos_loc": 0.23685496568214148, "loss_mask": 0.32320336904376745, "loss_maskiou": 0.008136259391903877, "loss_sem_seg": 0.35691947117447853, "lr": 0.01, "mask_rcnn/accuracy": 0.8544869428034372, "mask_rcnn/false_negative": 0.0960265824279829, "mask_rcnn/false_positive": 0.19238015944037543, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.8050515269860625, "total_loss": 1.855896482404205} {"data_time": 0.014733418822288513, "eta_seconds": 184022.97958107758, "iteration": 36499, "loss_fcos_cls": 0.33220048947259784, "loss_fcos_ctr": 0.6253998694010079, "loss_fcos_loc": 0.23220287775620818, "loss_mask": 0.32689110562205315, "loss_maskiou": 0.008029179138247855, "loss_sem_seg": 0.34126652032136917, "lr": 0.01, "mask_rcnn/accuracy": 0.8556386569779426, "mask_rcnn/false_negative": 0.11985812667971724, "mask_rcnn/false_positive": 0.14818992773327716, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.7990709971636534, "total_loss": 1.8786330380025902} {"data_time": 0.015875632874667645, "eta_seconds": 183953.3163109403, "iteration": 36519, "loss_fcos_cls": 0.32584916800260544, "loss_fcos_ctr": 0.6288924058899283, "loss_fcos_loc": 0.24589991918765008, "loss_mask": 0.32902808487415314, "loss_maskiou": 0.009470004923059605, "loss_sem_seg": 0.3504570727236569, "lr": 0.01, "mask_rcnn/accuracy": 0.8398225451796881, "mask_rcnn/false_negative": 0.1250778956423616, "mask_rcnn/false_positive": 0.20543225313265476, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7857858259230852, "total_loss": 1.8833058578748023} {"data_time": 0.015915301628410816, "eta_seconds": 183937.55885604583, "iteration": 36539, "loss_fcos_cls": 0.3171587083488703, "loss_fcos_ctr": 0.6269210400059819, "loss_fcos_loc": 0.23488957318477333, "loss_mask": 0.3205131497234106, "loss_maskiou": 0.007955103559652343, "loss_sem_seg": 0.3173710713163018, "lr": 0.01, "mask_rcnn/accuracy": 0.8563789218667438, "mask_rcnn/false_negative": 0.1119566155861276, "mask_rcnn/false_positive": 0.17468219095117143, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7751488517969847, "total_loss": 1.842804068379337} {"data_time": 0.01766850333660841, "eta_seconds": 183946.26642164588, "iteration": 36559, "loss_fcos_cls": 0.32736286614090204, "loss_fcos_ctr": 0.6284467624500394, "loss_fcos_loc": 0.244939198018983, "loss_mask": 0.3288484690710902, "loss_maskiou": 0.008065023415838368, "loss_sem_seg": 0.3676681676879525, "lr": 0.01, "mask_rcnn/accuracy": 0.8348770127316982, "mask_rcnn/false_negative": 0.12190478755568285, "mask_rcnn/false_positive": 0.20235165217564083, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7960945460945368, "total_loss": 1.9170168493437814} {"data_time": 0.015850362367928028, "eta_seconds": 183833.97907947935, "iteration": 36579, "loss_fcos_cls": 0.2959631346166134, "loss_fcos_ctr": 0.6262404918670654, "loss_fcos_loc": 0.22946795099414885, "loss_mask": 0.32518509682267904, "loss_maskiou": 0.009120652426645393, "loss_sem_seg": 0.3573249722830951, "lr": 0.01, "mask_rcnn/accuracy": 0.8437098415078175, "mask_rcnn/false_negative": 0.1338670430364579, "mask_rcnn/false_positive": 0.18326790768647125, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.0, "time": 0.7764748884364963, "total_loss": 1.8948030961328186} {"data_time": 0.015472874976694584, "eta_seconds": 183818.22779925354, "iteration": 36599, "loss_fcos_cls": 0.30944080790504813, "loss_fcos_ctr": 0.6271523097530007, "loss_fcos_loc": 0.23533994960598648, "loss_mask": 0.32465643621981144, "loss_maskiou": 0.008437050302745774, "loss_sem_seg": 0.33828282076865435, "lr": 0.01, "mask_rcnn/accuracy": 0.8569834183673469, "mask_rcnn/false_negative": 0.1151501536394132, "mask_rcnn/false_positive": 0.1407371883737883, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.0, "time": 0.7944207284599543, "total_loss": 1.8739168933825567} {"data_time": 0.014270758256316185, "eta_seconds": 183802.47651902772, "iteration": 36619, "loss_fcos_cls": 0.3222817317582667, "loss_fcos_ctr": 0.6255984520539641, "loss_fcos_loc": 0.23771033622324467, "loss_mask": 0.3433070741593838, "loss_maskiou": 0.00837792395032011, "loss_sem_seg": 0.36188071337528527, "lr": 0.01, "mask_rcnn/accuracy": 0.8503675408315339, "mask_rcnn/false_negative": 0.11860500067727156, "mask_rcnn/false_positive": 0.1817042166690458, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.7905357703566551, "total_loss": 1.8665252540813526} {"data_time": 0.01537491474300623, "eta_seconds": 183780.03242695983, "iteration": 36639, "loss_fcos_cls": 0.31350233359262347, "loss_fcos_ctr": 0.6257177582010627, "loss_fcos_loc": 0.23068599379621446, "loss_mask": 0.3277357816696167, "loss_maskiou": 0.008407379151321948, "loss_sem_seg": 0.39228124963119626, "lr": 0.01, "mask_rcnn/accuracy": 0.8672150527837863, "mask_rcnn/false_negative": 0.10210425142362092, "mask_rcnn/false_positive": 0.17428618511612934, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.5, "time": 0.7718175835907459, "total_loss": 1.908709387331328} {"data_time": 0.018616137094795704, "eta_seconds": 183713.9768206887, "iteration": 36659, "loss_fcos_cls": 0.3256655060686171, "loss_fcos_ctr": 0.6266617011278868, "loss_fcos_loc": 0.2383993878029287, "loss_mask": 0.35418362729251385, "loss_maskiou": 0.009180425768136047, "loss_sem_seg": 0.355278791859746, "lr": 0.01, "mask_rcnn/accuracy": 0.8311545959847354, "mask_rcnn/false_negative": 0.13305898562240068, "mask_rcnn/false_positive": 0.16742845333206985, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7838409822434187, "total_loss": 1.8996332670212723} {"data_time": 0.018682507798075676, "eta_seconds": 183739.3847608678, "iteration": 36679, "loss_fcos_cls": 0.31371372239664197, "loss_fcos_ctr": 0.6230703070759773, "loss_fcos_loc": 0.22499870555475354, "loss_mask": 0.3259926913306117, "loss_maskiou": 0.009056513707037084, "loss_sem_seg": 0.32486239029094577, "lr": 0.01, "mask_rcnn/accuracy": 0.8338412539601818, "mask_rcnn/false_negative": 0.11529353369673187, "mask_rcnn/false_positive": 0.16953637353139453, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.0, "time": 0.793268715031445, "total_loss": 1.8572975572242285} {"data_time": 0.016987220384180546, "eta_seconds": 183658.98079953063, "iteration": 36699, "loss_fcos_cls": 0.30909461120609194, "loss_fcos_ctr": 0.626341475173831, "loss_fcos_loc": 0.23181838844902813, "loss_mask": 0.33273584954440594, "loss_maskiou": 0.008203243560274132, "loss_sem_seg": 0.36685966700315475, "lr": 0.01, "mask_rcnn/accuracy": 0.8506330902266863, "mask_rcnn/false_negative": 0.1048876833411674, "mask_rcnn/false_positive": 0.2197683264519435, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.7698049647733569, "total_loss": 1.8761771827266784} {"data_time": 0.016772830858826637, "eta_seconds": 183676.52584447805, "iteration": 36719, "loss_fcos_cls": 0.313709300942719, "loss_fcos_ctr": 0.6268190061673522, "loss_fcos_loc": 0.22277059732005, "loss_mask": 0.324030764400959, "loss_maskiou": 0.00843054658616893, "loss_sem_seg": 0.3296221438795328, "lr": 0.01, "mask_rcnn/accuracy": 0.8546184993357613, "mask_rcnn/false_negative": 0.11465043144195367, "mask_rcnn/false_positive": 0.16907026706880396, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7865046244114637, "total_loss": 1.8284558274244773} {"data_time": 0.015000301413238049, "eta_seconds": 183660.77861038316, "iteration": 36739, "loss_fcos_cls": 0.31717549776658416, "loss_fcos_ctr": 0.6262313211336732, "loss_fcos_loc": 0.22738448216114193, "loss_mask": 0.3206759113818407, "loss_maskiou": 0.0076003736176062375, "loss_sem_seg": 0.3658121223561466, "lr": 0.01, "mask_rcnn/accuracy": 0.8484545316664678, "mask_rcnn/false_negative": 0.11071917767132597, "mask_rcnn/false_positive": 0.18382726214715422, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7965372940525413, "total_loss": 1.819892778788926} {"data_time": 0.015309811569750309, "eta_seconds": 183676.38507039472, "iteration": 36759, "loss_fcos_cls": 0.3275467280764133, "loss_fcos_ctr": 0.6239121337421238, "loss_fcos_loc": 0.2380018294788897, "loss_mask": 0.35235259775072336, "loss_maskiou": 0.008923480869270861, "loss_sem_seg": 0.35935963317751884, "lr": 0.01, "mask_rcnn/accuracy": 0.8440024989587671, "mask_rcnn/false_negative": 0.1413143768148149, "mask_rcnn/false_positive": 0.17074039038470823, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.25, "time": 0.7979843430221081, "total_loss": 1.9000728802348021} {"data_time": 0.017983514815568924, "eta_seconds": 183669.77748059016, "iteration": 36779, "loss_fcos_cls": 0.3097649982664734, "loss_fcos_ctr": 0.6257593967020512, "loss_fcos_loc": 0.23048176406882703, "loss_mask": 0.31570048816502094, "loss_maskiou": 0.008573533006710932, "loss_sem_seg": 0.3370935432612896, "lr": 0.01, "mask_rcnn/accuracy": 0.867021970304976, "mask_rcnn/false_negative": 0.0953919819028492, "mask_rcnn/false_positive": 0.13883259788028196, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.0, "time": 0.7879061112180352, "total_loss": 1.8186415047384799} {"data_time": 0.01690452080219984, "eta_seconds": 183687.96415765118, "iteration": 36799, "loss_fcos_cls": 0.3280490320175886, "loss_fcos_ctr": 0.6246811570599675, "loss_fcos_loc": 0.22230738098733127, "loss_mask": 0.32146028336137533, "loss_maskiou": 0.007579099416034296, "loss_sem_seg": 0.3432624121196568, "lr": 0.01, "mask_rcnn/accuracy": 0.8685427295918368, "mask_rcnn/false_negative": 0.09275734065861835, "mask_rcnn/false_positive": 0.16804214028076964, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.796221200376749, "total_loss": 1.834640376677271} {"data_time": 0.016484557650983334, "eta_seconds": 183659.66481850762, "iteration": 36819, "loss_fcos_cls": 0.30218667769804597, "loss_fcos_ctr": 0.6294838478788733, "loss_fcos_loc": 0.2355264916550368, "loss_mask": 0.33932891208678484, "loss_maskiou": 0.00892513120197691, "loss_sem_seg": 0.35537614580243826, "lr": 0.01, "mask_rcnn/accuracy": 0.8245058923959516, "mask_rcnn/false_negative": 0.10731095421120478, "mask_rcnn/false_positive": 0.2341657468750047, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.5, "time": 0.7738841027021408, "total_loss": 1.874275757232681} {"data_time": 0.01928768679499626, "eta_seconds": 183643.91227736417, "iteration": 36839, "loss_fcos_cls": 0.32712091924622655, "loss_fcos_ctr": 0.6237713592126966, "loss_fcos_loc": 0.22957889060489833, "loss_mask": 0.3318710094317794, "loss_maskiou": 0.008481175784254447, "loss_sem_seg": 0.36150260944850743, "lr": 0.01, "mask_rcnn/accuracy": 0.8713920259114882, "mask_rcnn/false_negative": 0.12660385453849632, "mask_rcnn/false_positive": 0.1821306797635354, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7978649036958814, "total_loss": 1.8829201264306903} {"data_time": 0.016396923922002316, "eta_seconds": 183687.63996784762, "iteration": 36859, "loss_fcos_cls": 0.32200401253066957, "loss_fcos_ctr": 0.6255585146136582, "loss_fcos_loc": 0.23301014280878007, "loss_mask": 0.3253187583759427, "loss_maskiou": 0.008157555916113779, "loss_sem_seg": 0.3220545230433345, "lr": 0.01, "mask_rcnn/accuracy": 0.8755519540290343, "mask_rcnn/false_negative": 0.10314260099843067, "mask_rcnn/false_positive": 0.157613847655514, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.8009196007624269, "total_loss": 1.816481435613241} {"data_time": 0.015853146091103554, "eta_seconds": 183673.08490119036, "iteration": 36879, "loss_fcos_cls": 0.3090982607100159, "loss_fcos_ctr": 0.6238974211737514, "loss_fcos_loc": 0.22830635402351618, "loss_mask": 0.32348822336643934, "loss_maskiou": 0.008477544368361123, "loss_sem_seg": 0.34680284932255745, "lr": 0.01, "mask_rcnn/accuracy": 0.8590487722829684, "mask_rcnn/false_negative": 0.09417256321653444, "mask_rcnn/false_positive": 0.1903202579400322, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.75, "time": 0.7823450267314911, "total_loss": 1.856802620270173} {"data_time": 0.016180837526917458, "eta_seconds": 183702.28912476543, "iteration": 36899, "loss_fcos_cls": 0.31646575848571956, "loss_fcos_ctr": 0.6267235879786313, "loss_fcos_loc": 0.2359374777879566, "loss_mask": 0.33383218199014664, "loss_maskiou": 0.00846333961817436, "loss_sem_seg": 0.36524671339429915, "lr": 0.01, "mask_rcnn/accuracy": 0.8488501825555397, "mask_rcnn/false_negative": 0.12442964412474147, "mask_rcnn/false_positive": 0.19106376217438314, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.0, "time": 0.7910051187500358, "total_loss": 1.90636750584963} {"data_time": 0.0178703460842371, "eta_seconds": 183691.97606749926, "iteration": 36919, "loss_fcos_cls": 0.31994363106787205, "loss_fcos_ctr": 0.6250459440052509, "loss_fcos_loc": 0.2378459176979959, "loss_mask": 0.334939057007432, "loss_maskiou": 0.009495897102169693, "loss_sem_seg": 0.34774151537567377, "lr": 0.01, "mask_rcnn/accuracy": 0.8550439163006975, "mask_rcnn/false_negative": 0.11505242766805618, "mask_rcnn/false_positive": 0.1538417071592984, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.7937455261126161, "total_loss": 1.8936432275659172} {"data_time": 0.014762600883841515, "eta_seconds": 183815.31454152893, "iteration": 36939, "loss_fcos_cls": 0.30958288768306375, "loss_fcos_ctr": 0.6244721757248044, "loss_fcos_loc": 0.22932644421234727, "loss_mask": 0.33072091173380613, "loss_maskiou": 0.008361409069038928, "loss_sem_seg": 0.36333506368100643, "lr": 0.01, "mask_rcnn/accuracy": 0.8412874828311312, "mask_rcnn/false_negative": 0.11423893154441679, "mask_rcnn/false_positive": 0.20892966045625472, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.5, "time": 0.8119472218677402, "total_loss": 1.8753923526528524} {"data_time": 0.016882426105439663, "eta_seconds": 183793.58353608102, "iteration": 36959, "loss_fcos_cls": 0.31845825305208564, "loss_fcos_ctr": 0.6261971769854426, "loss_fcos_loc": 0.2326735353562981, "loss_mask": 0.32519116904586554, "loss_maskiou": 0.009060576907359064, "loss_sem_seg": 0.35532820504158735, "lr": 0.01, "mask_rcnn/accuracy": 0.8486331099604021, "mask_rcnn/false_negative": 0.10805141363288359, "mask_rcnn/false_positive": 0.16855126441237755, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.75, "time": 0.7948267981410027, "total_loss": 1.8739518736692844} {"data_time": 0.016542144119739532, "eta_seconds": 183686.7344298577, "iteration": 36979, "loss_fcos_cls": 0.3094137890730053, "loss_fcos_ctr": 0.6254391302354634, "loss_fcos_loc": 0.22923426306806505, "loss_mask": 0.34123751800507307, "loss_maskiou": 0.009027042397065088, "loss_sem_seg": 0.3216071939095855, "lr": 0.01, "mask_rcnn/accuracy": 0.8673996942527011, "mask_rcnn/false_negative": 0.13980755195457975, "mask_rcnn/false_positive": 0.15700180288330232, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.0, "time": 0.7805735180154443, "total_loss": 1.8300821060256567} {"data_time": 0.015561296604573727, "eta_seconds": 183701.63158871513, "iteration": 36999, "loss_fcos_cls": 0.30910971108824015, "loss_fcos_ctr": 0.6269695442169905, "loss_fcos_loc": 0.23020123015157878, "loss_mask": 0.32647071219980717, "loss_maskiou": 0.008198599476600066, "loss_sem_seg": 0.3387457192875445, "lr": 0.01, "mask_rcnn/accuracy": 0.8608188066893424, "mask_rcnn/false_negative": 0.11212969116256125, "mask_rcnn/false_positive": 0.18212206627636746, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7939698323607445, "total_loss": 1.861135483457474} {"data_time": 0.016479103825986385, "eta_seconds": 183763.14737793338, "iteration": 37019, "loss_fcos_cls": 0.29155073454603553, "loss_fcos_ctr": 0.624816058203578, "loss_fcos_loc": 0.22672313847579062, "loss_mask": 0.3244414757937193, "loss_maskiou": 0.00785242447454948, "loss_sem_seg": 0.33085531927645206, "lr": 0.01, "mask_rcnn/accuracy": 0.8854450113378685, "mask_rcnn/false_negative": 0.10143639093137995, "mask_rcnn/false_positive": 0.1527768764450777, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.5, "time": 0.7947240760549903, "total_loss": 1.792579600099998} {"data_time": 0.01560900267213583, "eta_seconds": 183670.0949632777, "iteration": 37039, "loss_fcos_cls": 0.3080571969039738, "loss_fcos_ctr": 0.6258472520858049, "loss_fcos_loc": 0.22284466098062694, "loss_mask": 0.31398307625204325, "loss_maskiou": 0.007167091185692698, "loss_sem_seg": 0.32383670192211866, "lr": 0.01, "mask_rcnn/accuracy": 0.851630218619706, "mask_rcnn/false_negative": 0.11073028820105768, "mask_rcnn/false_positive": 0.1743604823366115, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 29.0, "time": 0.7741874307394028, "total_loss": 1.8104954778973479} {"data_time": 0.01576673798263073, "eta_seconds": 183597.832251817, "iteration": 37059, "loss_fcos_cls": 0.292979457648471, "loss_fcos_ctr": 0.6268262509256601, "loss_fcos_loc": 0.22690351586788893, "loss_mask": 0.32414539251476526, "loss_maskiou": 0.008017638625460677, "loss_sem_seg": 0.3345465515740216, "lr": 0.01, "mask_rcnn/accuracy": 0.8622462724313864, "mask_rcnn/false_negative": 0.11270819750425723, "mask_rcnn/false_positive": 0.1577813290729039, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.75, "time": 0.7890234049409628, "total_loss": 1.8505798618425615} {"data_time": 0.01724471151828766, "eta_seconds": 183698.94255005568, "iteration": 37079, "loss_fcos_cls": 0.2943816762417555, "loss_fcos_ctr": 0.6259049642831087, "loss_fcos_loc": 0.22391260403674096, "loss_mask": 0.3370908861979842, "loss_maskiou": 0.008363958855625242, "loss_sem_seg": 0.3511755266226828, "lr": 0.01, "mask_rcnn/accuracy": 0.8481676338611555, "mask_rcnn/false_negative": 0.11687822344820248, "mask_rcnn/false_positive": 0.19118648307203295, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7967172097414732, "total_loss": 1.832045953371562} {"data_time": 0.01671353168785572, "eta_seconds": 183700.04758958053, "iteration": 37099, "loss_fcos_cls": 0.2998182026203722, "loss_fcos_ctr": 0.6264089997857809, "loss_fcos_loc": 0.21998060820624232, "loss_mask": 0.30936087016016245, "loss_maskiou": 0.007477113278582692, "loss_sem_seg": 0.32492556795477867, "lr": 0.01, "mask_rcnn/accuracy": 0.8299644116906022, "mask_rcnn/false_negative": 0.1311483806451738, "mask_rcnn/false_positive": 0.19755927792696185, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7882973942905664, "total_loss": 1.7721567461267114} {"data_time": 0.016977673396468163, "eta_seconds": 183726.8517467212, "iteration": 37119, "loss_fcos_cls": 0.30512367840856314, "loss_fcos_ctr": 0.6281257085502148, "loss_fcos_loc": 0.22708837100071833, "loss_mask": 0.31684978399425745, "loss_maskiou": 0.008192839246476069, "loss_sem_seg": 0.36151176504790783, "lr": 0.01, "mask_rcnn/accuracy": 0.8841391509433962, "mask_rcnn/false_negative": 0.08331499432783343, "mask_rcnn/false_positive": 0.13313675337662095, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.7899159099906683, "total_loss": 1.855313429812668} {"data_time": 0.014971411786973476, "eta_seconds": 183720.37420797162, "iteration": 37139, "loss_fcos_cls": 0.2930525262490846, "loss_fcos_ctr": 0.6252785855904222, "loss_fcos_loc": 0.22499470063485205, "loss_mask": 0.3246400188654661, "loss_maskiou": 0.00853958068182692, "loss_sem_seg": 0.356085442006588, "lr": 0.01, "mask_rcnn/accuracy": 0.8600535413142986, "mask_rcnn/false_negative": 0.10972486223955537, "mask_rcnn/false_positive": 0.16826573598146854, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.5, "time": 0.782904745079577, "total_loss": 1.8363980822759913} {"data_time": 0.015584176406264305, "eta_seconds": 183704.59480530582, "iteration": 37159, "loss_fcos_cls": 0.3108590187621303, "loss_fcos_ctr": 0.6239559100940824, "loss_fcos_loc": 0.22792137577198446, "loss_mask": 0.3235679930076003, "loss_maskiou": 0.008090875344350934, "loss_sem_seg": 0.3474092669785023, "lr": 0.01, "mask_rcnn/accuracy": 0.8737779857008593, "mask_rcnn/false_negative": 0.1075138159185264, "mask_rcnn/false_positive": 0.15302378357394059, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7884301077574492, "total_loss": 1.8604120801755926} {"data_time": 0.015338907018303871, "eta_seconds": 183718.91225883085, "iteration": 37179, "loss_fcos_cls": 0.30562931671738625, "loss_fcos_ctr": 0.6273015723563731, "loss_fcos_loc": 0.23975852807052433, "loss_mask": 0.3242742419242859, "loss_maskiou": 0.007470435484719928, "loss_sem_seg": 0.3340323297306895, "lr": 0.01, "mask_rcnn/accuracy": 0.8329261052246986, "mask_rcnn/false_negative": 0.1453453854524301, "mask_rcnn/false_positive": 0.20088209033702598, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 26.25, "time": 0.7765721082687378, "total_loss": 1.8443083991878666} {"data_time": 0.01497250609099865, "eta_seconds": 183678.8214334417, "iteration": 37199, "loss_fcos_cls": 0.3124777174089104, "loss_fcos_ctr": 0.6270540058612823, "loss_fcos_loc": 0.22464461717754602, "loss_mask": 0.32617287430912256, "loss_maskiou": 0.008963530024630018, "loss_sem_seg": 0.35295594134368, "lr": 0.01, "mask_rcnn/accuracy": 0.865106414429571, "mask_rcnn/false_negative": 0.11302312958365374, "mask_rcnn/false_positive": 0.18645175793668856, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7879056166857481, "total_loss": 1.8326667568617268} {"data_time": 0.016737828962504864, "eta_seconds": 183663.0415337477, "iteration": 37219, "loss_fcos_cls": 0.29541862616315484, "loss_fcos_ctr": 0.6248124968260527, "loss_fcos_loc": 0.23246210964862257, "loss_mask": 0.32180437818169594, "loss_maskiou": 0.008105223620077595, "loss_sem_seg": 0.3065983047708869, "lr": 0.01, "mask_rcnn/accuracy": 0.85168847118378, "mask_rcnn/false_negative": 0.12479899790324606, "mask_rcnn/false_positive": 0.1623421653551662, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7816003812476993, "total_loss": 1.8124251767876558} {"data_time": 0.015081321820616722, "eta_seconds": 183599.12293270882, "iteration": 37239, "loss_fcos_cls": 0.29662279319018126, "loss_fcos_ctr": 0.6250724019482732, "loss_fcos_loc": 0.2207814606372267, "loss_mask": 0.3041487196460366, "loss_maskiou": 0.007963086522067897, "loss_sem_seg": 0.34011986618861556, "lr": 0.01, "mask_rcnn/accuracy": 0.8576959900182833, "mask_rcnn/false_negative": 0.10417796114653115, "mask_rcnn/false_positive": 0.19029212294168546, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.5, "time": 0.7634034398943186, "total_loss": 1.8069340571237262} {"data_time": 0.015307392925024033, "eta_seconds": 183602.7102841977, "iteration": 37259, "loss_fcos_cls": 0.3045401950366795, "loss_fcos_ctr": 0.6274746563285589, "loss_fcos_loc": 0.23404877353459597, "loss_mask": 0.3270963169634342, "loss_maskiou": 0.008117232617223635, "loss_sem_seg": 0.3166968645527959, "lr": 0.01, "mask_rcnn/accuracy": 0.8713974076472695, "mask_rcnn/false_negative": 0.10831019789023526, "mask_rcnn/false_positive": 0.17485577012163392, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.0, "time": 0.7853086832910776, "total_loss": 1.8270195405348204} {"data_time": 0.01589393150061369, "eta_seconds": 183558.07306578662, "iteration": 37279, "loss_fcos_cls": 0.30039851227775216, "loss_fcos_ctr": 0.6239757183939219, "loss_fcos_loc": 0.21581313805654645, "loss_mask": 0.3243387648835778, "loss_maskiou": 0.007773109449772164, "loss_sem_seg": 0.3162582442164421, "lr": 0.01, "mask_rcnn/accuracy": 0.852338330652458, "mask_rcnn/false_negative": 0.10180044500461541, "mask_rcnn/false_positive": 0.19702457333325582, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7863470297306776, "total_loss": 1.7924352892296156} {"data_time": 0.014983502216637135, "eta_seconds": 183551.79564258736, "iteration": 37299, "loss_fcos_cls": 0.2996593923307955, "loss_fcos_ctr": 0.6240196861326694, "loss_fcos_loc": 0.2294110464863479, "loss_mask": 0.31520645786076784, "loss_maskiou": 0.008348415576620027, "loss_sem_seg": 0.34396466868929565, "lr": 0.01, "mask_rcnn/accuracy": 0.8721123285379726, "mask_rcnn/false_negative": 0.1112146955187246, "mask_rcnn/false_positive": 0.14531691792949253, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.7848129756748676, "total_loss": 1.825850100518437} {"data_time": 0.016596363857388496, "eta_seconds": 183536.01987921353, "iteration": 37319, "loss_fcos_cls": 0.30513873836025596, "loss_fcos_ctr": 0.6281382832676172, "loss_fcos_loc": 0.2343308210838586, "loss_mask": 0.32003305945545435, "loss_maskiou": 0.008783917553955689, "loss_sem_seg": 0.3519917237572372, "lr": 0.01, "mask_rcnn/accuracy": 0.8785392366777967, "mask_rcnn/false_negative": 0.09098323463914365, "mask_rcnn/false_positive": 0.14691161406313874, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.794310562312603, "total_loss": 1.8403355287737213} {"data_time": 0.01663967501372099, "eta_seconds": 183520.2441158397, "iteration": 37339, "loss_fcos_cls": 0.320566973881796, "loss_fcos_ctr": 0.6269478015601635, "loss_fcos_loc": 0.23922850820235908, "loss_mask": 0.3287398051470518, "loss_maskiou": 0.0079092144878814, "loss_sem_seg": 0.3371087019331753, "lr": 0.01, "mask_rcnn/accuracy": 0.8616792315771908, "mask_rcnn/false_negative": 0.1104348598715083, "mask_rcnn/false_positive": 0.17285612137623732, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.5, "time": 0.7958781262859702, "total_loss": 1.8759432524821023} {"data_time": 0.016747533343732357, "eta_seconds": 183537.5085009467, "iteration": 37359, "loss_fcos_cls": 0.3160218761768192, "loss_fcos_ctr": 0.6261698110029101, "loss_fcos_loc": 0.23351496388204396, "loss_mask": 0.327322862111032, "loss_maskiou": 0.007403839146718383, "loss_sem_seg": 0.33494518231600523, "lr": 0.01, "mask_rcnn/accuracy": 0.8648531287515007, "mask_rcnn/false_negative": 0.10817489527595585, "mask_rcnn/false_positive": 0.1488910655537074, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7864209432154894, "total_loss": 1.8403932444634847} {"data_time": 0.016505696810781956, "eta_seconds": 183536.80233619548, "iteration": 37379, "loss_fcos_cls": 0.30444075213745236, "loss_fcos_ctr": 0.6248242971487343, "loss_fcos_loc": 0.2310027894563973, "loss_mask": 0.33742121513932943, "loss_maskiou": 0.008273401559563354, "loss_sem_seg": 0.3514909146470018, "lr": 0.01, "mask_rcnn/accuracy": 0.8631030537214887, "mask_rcnn/false_negative": 0.09826832372153768, "mask_rcnn/false_positive": 0.18917790306636295, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.75, "time": 0.7987334933131933, "total_loss": 1.8469798457954312} {"data_time": 0.015851842239499092, "eta_seconds": 183521.02243650146, "iteration": 37399, "loss_fcos_cls": 0.31145691219717264, "loss_fcos_ctr": 0.6272287648171186, "loss_fcos_loc": 0.2368319984525442, "loss_mask": 0.3349613891914487, "loss_maskiou": 0.008360821870155632, "loss_sem_seg": 0.3583959611132741, "lr": 0.01, "mask_rcnn/accuracy": 0.8511544610347888, "mask_rcnn/false_negative": 0.14076475358265295, "mask_rcnn/false_positive": 0.17145148691355258, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7908530170097947, "total_loss": 1.8860146877414081} {"data_time": 0.01607123203575611, "eta_seconds": 183578.2181835696, "iteration": 37419, "loss_fcos_cls": 0.3267608587630093, "loss_fcos_ctr": 0.6281323209404945, "loss_fcos_loc": 0.23601637571118772, "loss_mask": 0.3333428790792823, "loss_maskiou": 0.009170276287477463, "loss_sem_seg": 0.37513909582048655, "lr": 0.01, "mask_rcnn/accuracy": 0.8411649114774115, "mask_rcnn/false_negative": 0.11210335500361338, "mask_rcnn/false_positive": 0.20126425975032025, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7848759973421693, "total_loss": 1.903991603438044} {"data_time": 0.017704227939248085, "eta_seconds": 183515.4035386853, "iteration": 37439, "loss_fcos_cls": 0.30223798053339124, "loss_fcos_ctr": 0.6258087502792478, "loss_fcos_loc": 0.23168232454918325, "loss_mask": 0.3176089031621814, "loss_maskiou": 0.008843486401019618, "loss_sem_seg": 0.30907997116446495, "lr": 0.01, "mask_rcnn/accuracy": 0.8516555159799769, "mask_rcnn/false_negative": 0.12310949587193037, "mask_rcnn/false_positive": 0.1594246834039697, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.75, "time": 0.7823269721120596, "total_loss": 1.8142313811840722} {"data_time": 0.01771215721964836, "eta_seconds": 183499.62140810117, "iteration": 37459, "loss_fcos_cls": 0.31003688066266477, "loss_fcos_ctr": 0.6283669658005238, "loss_fcos_loc": 0.23621681425720453, "loss_mask": 0.31783967837691307, "loss_maskiou": 0.007981831804499961, "loss_sem_seg": 0.33787229284644127, "lr": 0.01, "mask_rcnn/accuracy": 0.8458683461295544, "mask_rcnn/false_negative": 0.11928737959973733, "mask_rcnn/false_positive": 0.17860205544760493, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.25, "time": 0.783590342849493, "total_loss": 1.8560299981036223} {"data_time": 0.016021989285945892, "eta_seconds": 183429.15858397074, "iteration": 37479, "loss_fcos_cls": 0.2936539069050923, "loss_fcos_ctr": 0.6267424216493964, "loss_fcos_loc": 0.23604786454234272, "loss_mask": 0.3303532935678959, "loss_maskiou": 0.008699017576873302, "loss_sem_seg": 0.3498697439208627, "lr": 0.01, "mask_rcnn/accuracy": 0.8510913588355279, "mask_rcnn/false_negative": 0.11518194446746041, "mask_rcnn/false_positive": 0.18639178430050724, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7940697632730007, "total_loss": 1.8674581397208385} {"data_time": 0.01613520458340645, "eta_seconds": 183336.84611667134, "iteration": 37499, "loss_fcos_cls": 0.31263787182979286, "loss_fcos_ctr": 0.6237323638051748, "loss_fcos_loc": 0.22802772000432014, "loss_mask": 0.31743596866726875, "loss_maskiou": 0.008436005628027488, "loss_sem_seg": 0.3350330423563719, "lr": 0.01, "mask_rcnn/accuracy": 0.8682399480062295, "mask_rcnn/false_negative": 0.110484719244836, "mask_rcnn/false_positive": 0.1812639157692381, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.783136366866529, "total_loss": 1.8625357810378773} {"data_time": 0.017968869768083096, "eta_seconds": 183302.21120424196, "iteration": 37519, "loss_fcos_cls": 0.3092952002771199, "loss_fcos_ctr": 0.6262395596131682, "loss_fcos_loc": 0.23837472056038678, "loss_mask": 0.3371885037049651, "loss_maskiou": 0.008114482363453135, "loss_sem_seg": 0.35873904591426253, "lr": 0.01, "mask_rcnn/accuracy": 0.8573461304372634, "mask_rcnn/false_negative": 0.10810583417946804, "mask_rcnn/false_positive": 0.2028783685743336, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.0, "time": 0.7830179883167148, "total_loss": 1.8667131466645515} {"data_time": 0.016085990704596043, "eta_seconds": 183281.48119002767, "iteration": 37539, "loss_fcos_cls": 0.29168173437938094, "loss_fcos_ctr": 0.6249477714300156, "loss_fcos_loc": 0.21630518697202206, "loss_mask": 0.3322877623140812, "loss_maskiou": 0.00817355811886955, "loss_sem_seg": 0.3135632532648742, "lr": 0.01, "mask_rcnn/accuracy": 0.8522890592163639, "mask_rcnn/false_negative": 0.12125230199636308, "mask_rcnn/false_positive": 0.17079557401988854, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7706296807155013, "total_loss": 1.8304185048327781} {"data_time": 0.01750046107918024, "eta_seconds": 183255.15846599732, "iteration": 37559, "loss_fcos_cls": 0.29969224287196994, "loss_fcos_ctr": 0.6222141869366169, "loss_fcos_loc": 0.21558135584928095, "loss_mask": 0.3220200836658478, "loss_maskiou": 0.008249725855421275, "loss_sem_seg": 0.332624769769609, "lr": 0.01, "mask_rcnn/accuracy": 0.8772332192370619, "mask_rcnn/false_negative": 0.10523808685662289, "mask_rcnn/false_positive": 0.15724296490743475, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7919295504689217, "total_loss": 1.801868339360226} {"data_time": 0.01654665730893612, "eta_seconds": 183329.29787651077, "iteration": 37579, "loss_fcos_cls": 0.3117527128197253, "loss_fcos_ctr": 0.625149835832417, "loss_fcos_loc": 0.22257088718470186, "loss_mask": 0.32632083911448717, "loss_maskiou": 0.007474745289073326, "loss_sem_seg": 0.28451967402361333, "lr": 0.01, "mask_rcnn/accuracy": 0.8578335206716077, "mask_rcnn/false_negative": 0.11230635713321738, "mask_rcnn/false_positive": 0.1685854559636063, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7940062629058957, "total_loss": 1.7828390257782303} {"data_time": 0.017030902206897736, "eta_seconds": 183234.17480800487, "iteration": 37599, "loss_fcos_cls": 0.3091079641599208, "loss_fcos_ctr": 0.627203980460763, "loss_fcos_loc": 0.2330221221782267, "loss_mask": 0.3280974291265011, "loss_maskiou": 0.008331008721143007, "loss_sem_seg": 0.3023339929059148, "lr": 0.01, "mask_rcnn/accuracy": 0.8483186456400742, "mask_rcnn/false_negative": 0.1057218805117599, "mask_rcnn/false_positive": 0.20052140892807085, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7799133118242025, "total_loss": 1.814351324850577} {"data_time": 0.02114428859204054, "eta_seconds": 183218.40601399727, "iteration": 37619, "loss_fcos_cls": 0.3137244009412825, "loss_fcos_ctr": 0.6277715312317014, "loss_fcos_loc": 0.23554699448868632, "loss_mask": 0.32830291613936424, "loss_maskiou": 0.009101270028622821, "loss_sem_seg": 0.3396435063332319, "lr": 0.01, "mask_rcnn/accuracy": 0.8379377319109462, "mask_rcnn/false_negative": 0.1347568971936482, "mask_rcnn/false_positive": 0.19075367073225136, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.7888402361422777, "total_loss": 1.8776104434073204} {"data_time": 0.016134445555508137, "eta_seconds": 183226.4502110351, "iteration": 37639, "loss_fcos_cls": 0.29620148427784443, "loss_fcos_ctr": 0.6235568067058921, "loss_fcos_loc": 0.2288209079997614, "loss_mask": 0.30975085124373436, "loss_maskiou": 0.008692487550433725, "loss_sem_seg": 0.29511607892345637, "lr": 0.01, "mask_rcnn/accuracy": 0.846648426686692, "mask_rcnn/false_negative": 0.11118960228035563, "mask_rcnn/false_positive": 0.18592894948745178, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 28.5, "time": 0.7913075443357229, "total_loss": 1.7789389596000547} {"data_time": 0.016822000965476036, "eta_seconds": 183289.3459226489, "iteration": 37659, "loss_fcos_cls": 0.3081604717299342, "loss_fcos_ctr": 0.6254600677639246, "loss_fcos_loc": 0.23281090357340872, "loss_mask": 0.3137675002217293, "loss_maskiou": 0.0071931790735106915, "loss_sem_seg": 0.33913816045969725, "lr": 0.01, "mask_rcnn/accuracy": 0.858389939238942, "mask_rcnn/false_negative": 0.10733423099117914, "mask_rcnn/false_positive": 0.18404936694988228, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.25, "time": 0.7935343412682414, "total_loss": 1.8420245691813761} {"data_time": 0.016929577104747295, "eta_seconds": 183235.21963439137, "iteration": 37679, "loss_fcos_cls": 0.308878758456558, "loss_fcos_ctr": 0.6254787556827068, "loss_fcos_loc": 0.21997788967564702, "loss_mask": 0.3278628345578909, "loss_maskiou": 0.008655510260723531, "loss_sem_seg": 0.3395472588017583, "lr": 0.01, "mask_rcnn/accuracy": 0.8416703343708618, "mask_rcnn/false_negative": 0.10282116560413926, "mask_rcnn/false_positive": 0.18362650624004884, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.0, "time": 0.7858383916318417, "total_loss": 1.8138499140768545} {"data_time": 0.016655564308166504, "eta_seconds": 183280.33298493084, "iteration": 37699, "loss_fcos_cls": 0.3061108604306355, "loss_fcos_ctr": 0.6266532652080059, "loss_fcos_loc": 0.23017686465755105, "loss_mask": 0.3163722837343812, "loss_maskiou": 0.008941126696299762, "loss_sem_seg": 0.37185139302164316, "lr": 0.01, "mask_rcnn/accuracy": 0.8753286909869621, "mask_rcnn/false_negative": 0.10269351233953411, "mask_rcnn/false_positive": 0.1534457181356443, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.8144013667479157, "total_loss": 1.9038699841767084} {"data_time": 0.017613491043448448, "eta_seconds": 183258.7809181055, "iteration": 37719, "loss_fcos_cls": 0.3042777283117175, "loss_fcos_ctr": 0.6256929468363523, "loss_fcos_loc": 0.22640194068662822, "loss_mask": 0.3146119210869074, "loss_maskiou": 0.00868294932297431, "loss_sem_seg": 0.3426691648783162, "lr": 0.01, "mask_rcnn/accuracy": 0.8642252953813104, "mask_rcnn/false_negative": 0.09273741563746472, "mask_rcnn/false_positive": 0.16238187570810347, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.782902161590755, "total_loss": 1.8301934615083155} {"data_time": 0.01794943492859602, "eta_seconds": 183226.23546141386, "iteration": 37739, "loss_fcos_cls": 0.3033358841203153, "loss_fcos_ctr": 0.6283252239227295, "loss_fcos_loc": 0.23791507119312882, "loss_mask": 0.32293739449232817, "loss_maskiou": 0.008326936193043366, "loss_sem_seg": 0.349801150849089, "lr": 0.01, "mask_rcnn/accuracy": 0.8674620890022675, "mask_rcnn/false_negative": 0.09625452089415662, "mask_rcnn/false_positive": 0.17712239095634214, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7859151922166348, "total_loss": 1.854662143094174} {"data_time": 0.016344781033694744, "eta_seconds": 183227.22279997822, "iteration": 37759, "loss_fcos_cls": 0.3078860086388886, "loss_fcos_ctr": 0.6232057153247297, "loss_fcos_loc": 0.22333464212715626, "loss_mask": 0.32555515691637993, "loss_maskiou": 0.00847204719320871, "loss_sem_seg": 0.36478009168058634, "lr": 0.01, "mask_rcnn/accuracy": 0.8630046947701989, "mask_rcnn/false_negative": 0.12229422769810837, "mask_rcnn/false_positive": 0.17394492399700617, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.25, "time": 0.7998432675376534, "total_loss": 1.8082654488971457} {"data_time": 0.01627686433494091, "eta_seconds": 183097.21133365855, "iteration": 37779, "loss_fcos_cls": 0.3022815431468189, "loss_fcos_ctr": 0.6220041774213314, "loss_fcos_loc": 0.2246896494179964, "loss_mask": 0.31195308174937963, "loss_maskiou": 0.008035024657147005, "loss_sem_seg": 0.354239865206182, "lr": 0.01, "mask_rcnn/accuracy": 0.8665846802007516, "mask_rcnn/false_negative": 0.0892205733365247, "mask_rcnn/false_positive": 0.16441804499445556, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.7796232681721449, "total_loss": 1.820215007319348} {"data_time": 0.015100687742233276, "eta_seconds": 183062.0733203655, "iteration": 37799, "loss_fcos_cls": 0.30260286573320627, "loss_fcos_ctr": 0.6263144421391189, "loss_fcos_loc": 0.22705573949497193, "loss_mask": 0.3287786114960909, "loss_maskiou": 0.008756590519624297, "loss_sem_seg": 0.33706089342013, "lr": 0.01, "mask_rcnn/accuracy": 0.8550503395686883, "mask_rcnn/false_negative": 0.11567215365392816, "mask_rcnn/false_positive": 0.18653790202800904, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7880552895367146, "total_loss": 1.82818116893759} {"data_time": 0.016405933536589146, "eta_seconds": 183060.71807392128, "iteration": 37819, "loss_fcos_cls": 0.287873879307881, "loss_fcos_ctr": 0.6288864454254508, "loss_fcos_loc": 0.23372717364691198, "loss_mask": 0.3216581754386425, "loss_maskiou": 0.0076224149379413575, "loss_sem_seg": 0.29564431635662913, "lr": 0.01, "mask_rcnn/accuracy": 0.8476886166034823, "mask_rcnn/false_negative": 0.12484390195867158, "mask_rcnn/false_positive": 0.1822407401675487, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 34.25, "time": 0.7792993979528546, "total_loss": 1.7769723935780348} {"data_time": 0.01681850664317608, "eta_seconds": 183044.94927991368, "iteration": 37839, "loss_fcos_cls": 0.29983427468687296, "loss_fcos_ctr": 0.6244357177056372, "loss_fcos_loc": 0.22227406967431307, "loss_mask": 0.3301198408007622, "loss_maskiou": 0.00951682246522978, "loss_sem_seg": 0.35255622770637274, "lr": 0.01, "mask_rcnn/accuracy": 0.8643494897959183, "mask_rcnn/false_negative": 0.09539219562636736, "mask_rcnn/false_positive": 0.17847226188291176, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.75, "time": 0.7969087716192007, "total_loss": 1.8147468820679933} {"data_time": 0.016838589683175087, "eta_seconds": 183029.18048590608, "iteration": 37859, "loss_fcos_cls": 0.2974119111895561, "loss_fcos_ctr": 0.6267573088407516, "loss_fcos_loc": 0.2314021644415334, "loss_mask": 0.33344233874231577, "loss_maskiou": 0.008726158164790832, "loss_sem_seg": 0.339258236810565, "lr": 0.01, "mask_rcnn/accuracy": 0.8426294246512165, "mask_rcnn/false_negative": 0.1271692118136699, "mask_rcnn/false_positive": 0.18965393133527925, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7991940369829535, "total_loss": 1.8394486497854814} {"data_time": 0.016834408044815063, "eta_seconds": 183018.365229588, "iteration": 37879, "loss_fcos_cls": 0.31275409273803234, "loss_fcos_ctr": 0.6268470613285899, "loss_fcos_loc": 0.2328208212275058, "loss_mask": 0.3218086138367653, "loss_maskiou": 0.008397935045650229, "loss_sem_seg": 0.33819264732301235, "lr": 0.01, "mask_rcnn/accuracy": 0.8588210926682998, "mask_rcnn/false_negative": 0.13189342136871068, "mask_rcnn/false_positive": 0.1581385868320696, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.0, "time": 0.7830516239628196, "total_loss": 1.815514608315425} {"data_time": 0.015941765159368515, "eta_seconds": 182997.64289789088, "iteration": 37899, "loss_fcos_cls": 0.3140401840209961, "loss_fcos_ctr": 0.6249101278372109, "loss_fcos_loc": 0.23656678572297096, "loss_mask": 0.3212744761258364, "loss_maskiou": 0.007950780680403113, "loss_sem_seg": 0.33194811176508665, "lr": 0.01, "mask_rcnn/accuracy": 0.8510491889063317, "mask_rcnn/false_negative": 0.1356415553224466, "mask_rcnn/false_positive": 0.16872252826402, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.75, "time": 0.7872938103973866, "total_loss": 1.831749746153946} {"data_time": 0.014804059639573097, "eta_seconds": 182919.76108233538, "iteration": 37919, "loss_fcos_cls": 0.317335662082769, "loss_fcos_ctr": 0.6262901248410344, "loss_fcos_loc": 0.23222450737375766, "loss_mask": 0.3201407175511122, "loss_maskiou": 0.008350921474630013, "loss_sem_seg": 0.37114354129880667, "lr": 0.01, "mask_rcnn/accuracy": 0.8778966425279789, "mask_rcnn/false_negative": 0.09150033989856271, "mask_rcnn/false_positive": 0.16228585190814138, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7727919267490506, "total_loss": 1.8711030047506938} {"data_time": 0.015361174941062927, "eta_seconds": 182803.9382273499, "iteration": 37939, "loss_fcos_cls": 0.3027772146742791, "loss_fcos_ctr": 0.6253520720638335, "loss_fcos_loc": 0.22615182911977172, "loss_mask": 0.3238294068723917, "loss_maskiou": 0.007943598582642153, "loss_sem_seg": 0.32956086238846183, "lr": 0.01, "mask_rcnn/accuracy": 0.849704143852663, "mask_rcnn/false_negative": 0.14318898446026324, "mask_rcnn/false_positive": 0.18084835713753317, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.7902568848803639, "total_loss": 1.8121643672639038} {"data_time": 0.01581238303333521, "eta_seconds": 182788.1834095884, "iteration": 37959, "loss_fcos_cls": 0.28815056243911386, "loss_fcos_ctr": 0.6253425157628953, "loss_fcos_loc": 0.21930862381123006, "loss_mask": 0.32586208172142506, "loss_maskiou": 0.007030447683064267, "loss_sem_seg": 0.3253472112119198, "lr": 0.01, "mask_rcnn/accuracy": 0.8522240310597924, "mask_rcnn/false_negative": 0.1194299972910962, "mask_rcnn/false_positive": 0.18063043704357862, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.8001809865236282, "total_loss": 1.7959078889980447} {"data_time": 0.016603109426796436, "eta_seconds": 182739.44235535804, "iteration": 37979, "loss_fcos_cls": 0.3078286787495017, "loss_fcos_ctr": 0.6260392004624009, "loss_fcos_loc": 0.23539037676528096, "loss_mask": 0.33156280778348446, "loss_maskiou": 0.008559795503970236, "loss_sem_seg": 0.33872917853295803, "lr": 0.01, "mask_rcnn/accuracy": 0.8624334566557184, "mask_rcnn/false_negative": 0.11032774551258975, "mask_rcnn/false_positive": 0.16008798099821142, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.0, "time": 0.7799189491197467, "total_loss": 1.855657231339137} {"data_time": 0.01637398824095726, "eta_seconds": 182630.9005098762, "iteration": 37999, "loss_fcos_cls": 0.31248878757469356, "loss_fcos_ctr": 0.6253749867901206, "loss_fcos_loc": 0.2315454425988719, "loss_mask": 0.31737539544701576, "loss_maskiou": 0.007848756620660424, "loss_sem_seg": 0.36568446177989244, "lr": 0.01, "mask_rcnn/accuracy": 0.8594712097232868, "mask_rcnn/false_negative": 0.1160392155174911, "mask_rcnn/false_positive": 0.16581026556948572, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 40.5, "time": 0.7713844124227762, "total_loss": 1.8845505782810505} {"data_time": 0.015415103174746037, "eta_seconds": 182575.37864677794, "iteration": 38019, "loss_fcos_cls": 0.30995947937481105, "loss_fcos_ctr": 0.6276791635900736, "loss_fcos_loc": 0.2271131502930075, "loss_mask": 0.32543201744556427, "loss_maskiou": 0.008326073235366493, "loss_sem_seg": 0.3327654809691012, "lr": 0.01, "mask_rcnn/accuracy": 0.859319675074999, "mask_rcnn/false_negative": 0.12378601750763119, "mask_rcnn/false_positive": 0.18685174701153542, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7761925365775824, "total_loss": 1.8465609275153838} {"data_time": 0.015279185026884079, "eta_seconds": 182599.41255930532, "iteration": 38039, "loss_fcos_cls": 0.2981670810841024, "loss_fcos_ctr": 0.6232659611850977, "loss_fcos_loc": 0.22521593130659312, "loss_mask": 0.3269157623872161, "loss_maskiou": 0.008802339012618177, "loss_sem_seg": 0.33198740100488067, "lr": 0.01, "mask_rcnn/accuracy": 0.8558302334311652, "mask_rcnn/false_negative": 0.11266241725638085, "mask_rcnn/false_positive": 0.16543987245211694, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7876517698168755, "total_loss": 1.8053542681154795} {"data_time": 0.016760407015681267, "eta_seconds": 182570.7251516143, "iteration": 38059, "loss_fcos_cls": 0.2992107146419585, "loss_fcos_ctr": 0.6229510959237814, "loss_fcos_loc": 0.22136592399328947, "loss_mask": 0.31004141736775637, "loss_maskiou": 0.008062151347985491, "loss_sem_seg": 0.3521354724653065, "lr": 0.01, "mask_rcnn/accuracy": 0.8650876939706231, "mask_rcnn/false_negative": 0.10450576151053226, "mask_rcnn/false_positive": 0.16951571594627926, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.75, "time": 0.7776881977915764, "total_loss": 1.8066487629985204} {"data_time": 0.018007162027060986, "eta_seconds": 182419.62514643, "iteration": 38079, "loss_fcos_cls": 0.31391209783032537, "loss_fcos_ctr": 0.623292338103056, "loss_fcos_loc": 0.22981741488911211, "loss_mask": 0.3200245229527354, "loss_maskiou": 0.008697316159668844, "loss_sem_seg": 0.3527699476107955, "lr": 0.01, "mask_rcnn/accuracy": 0.8748328641801548, "mask_rcnn/false_negative": 0.09972120562784911, "mask_rcnn/false_positive": 0.1613995155261552, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.25, "time": 0.7809277009218931, "total_loss": 1.8222582497546682} {"data_time": 0.0155349625274539, "eta_seconds": 182489.06161401886, "iteration": 38099, "loss_fcos_cls": 0.3094025580212474, "loss_fcos_ctr": 0.6260971743613482, "loss_fcos_loc": 0.23103899043053389, "loss_mask": 0.33177850022912025, "loss_maskiou": 0.007971261045895517, "loss_sem_seg": 0.3306429600343108, "lr": 0.01, "mask_rcnn/accuracy": 0.8550384326559822, "mask_rcnn/false_negative": 0.10581379654408798, "mask_rcnn/false_positive": 0.1815755341551929, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.5, "time": 0.7997578410431743, "total_loss": 1.849171925598057} {"data_time": 0.016030028462409973, "eta_seconds": 182362.5506066205, "iteration": 38119, "loss_fcos_cls": 0.3120085799600929, "loss_fcos_ctr": 0.6268192296847701, "loss_fcos_loc": 0.2419459754601121, "loss_mask": 0.31544932816177607, "loss_maskiou": 0.0073191638657590374, "loss_sem_seg": 0.3532285082619637, "lr": 0.01, "mask_rcnn/accuracy": 0.8503614910488801, "mask_rcnn/false_negative": 0.11788244161531274, "mask_rcnn/false_positive": 0.17945504225566583, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.7718441560864449, "total_loss": 1.8251479379541706} {"data_time": 0.017495746724307537, "eta_seconds": 182419.71258862037, "iteration": 38139, "loss_fcos_cls": 0.30482678953558207, "loss_fcos_ctr": 0.626408034004271, "loss_fcos_loc": 0.22439917316660285, "loss_mask": 0.3067557206377387, "loss_maskiou": 0.007830657661543228, "loss_sem_seg": 0.3272319743409753, "lr": 0.01, "mask_rcnn/accuracy": 0.8601248878672348, "mask_rcnn/false_negative": 0.11121840823453727, "mask_rcnn/false_positive": 0.14553824633747472, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.25, "time": 0.7924643028527498, "total_loss": 1.8010998768113495} {"data_time": 0.01538664847612381, "eta_seconds": 182403.9773237342, "iteration": 38159, "loss_fcos_cls": 0.28205494675785303, "loss_fcos_ctr": 0.626089601777494, "loss_fcos_loc": 0.22626112191937864, "loss_mask": 0.32735868263989687, "loss_maskiou": 0.008468435640679672, "loss_sem_seg": 0.32352890726178885, "lr": 0.01, "mask_rcnn/accuracy": 0.8645806846573949, "mask_rcnn/false_negative": 0.1050370545338759, "mask_rcnn/false_positive": 0.16788741763048892, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7915934147313237, "total_loss": 1.8255290242377669} {"data_time": 0.016075280494987965, "eta_seconds": 182476.26799648348, "iteration": 38179, "loss_fcos_cls": 0.28565412294119596, "loss_fcos_ctr": 0.6218054192140698, "loss_fcos_loc": 0.21065608219942078, "loss_mask": 0.30836572498083115, "loss_maskiou": 0.008106753368338104, "loss_sem_seg": 0.31522284797392786, "lr": 0.01, "mask_rcnn/accuracy": 0.8469980970627117, "mask_rcnn/false_negative": 0.1113092847245957, "mask_rcnn/false_positive": 0.17024513636995164, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.8017575684934855, "total_loss": 1.726957925624447} {"data_time": 0.01679848227649927, "eta_seconds": 182372.50679396186, "iteration": 38199, "loss_fcos_cls": 0.3118016701191664, "loss_fcos_ctr": 0.6290161837823689, "loss_fcos_loc": 0.22950873710215092, "loss_mask": 0.3245767103508115, "loss_maskiou": 0.007987986798980273, "loss_sem_seg": 0.36229714192450047, "lr": 0.01, "mask_rcnn/accuracy": 0.8389609315948602, "mask_rcnn/false_negative": 0.11778501563740204, "mask_rcnn/false_positive": 0.18935722312465503, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7634902270510793, "total_loss": 1.8622270516352728} {"data_time": 0.016899539157748222, "eta_seconds": 182444.78227810655, "iteration": 38219, "loss_fcos_cls": 0.3042915933765471, "loss_fcos_ctr": 0.6237520836293697, "loss_fcos_loc": 0.22499657969456166, "loss_mask": 0.3262967197224498, "loss_maskiou": 0.007893853238783777, "loss_sem_seg": 0.35835668444633484, "lr": 0.01, "mask_rcnn/accuracy": 0.8621336616041766, "mask_rcnn/false_negative": 0.1269983280226185, "mask_rcnn/false_positive": 0.16483706972933393, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.8012062339112163, "total_loss": 1.8930585877533304} {"data_time": 0.01659299060702324, "eta_seconds": 182448.0015522316, "iteration": 38239, "loss_fcos_cls": 0.30730985663831234, "loss_fcos_ctr": 0.626904159784317, "loss_fcos_loc": 0.23314579599536955, "loss_mask": 0.32092149183154106, "loss_maskiou": 0.008358812163351104, "loss_sem_seg": 0.36463021172676235, "lr": 0.01, "mask_rcnn/accuracy": 0.8584605663324019, "mask_rcnn/false_negative": 0.10443722284523008, "mask_rcnn/false_positive": 0.18079733707711707, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7752178534865379, "total_loss": 1.8630840956175234} {"data_time": 0.015557467006146908, "eta_seconds": 182551.8611431662, "iteration": 38259, "loss_fcos_cls": 0.30577891995199025, "loss_fcos_ctr": 0.6234371811151505, "loss_fcos_loc": 0.22253447445109487, "loss_mask": 0.32376719266176224, "loss_maskiou": 0.007567283253592905, "loss_sem_seg": 0.3672470021992922, "lr": 0.01, "mask_rcnn/accuracy": 0.8451217987194878, "mask_rcnn/false_negative": 0.11173267069611682, "mask_rcnn/false_positive": 0.1975452348336026, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.795725978910923, "total_loss": 1.856856355938362} {"data_time": 0.014533011242747307, "eta_seconds": 182536.10632540472, "iteration": 38279, "loss_fcos_cls": 0.3020329186692834, "loss_fcos_ctr": 0.6274834675714374, "loss_fcos_loc": 0.23169642337597907, "loss_mask": 0.3224599324166775, "loss_maskiou": 0.008501239361066837, "loss_sem_seg": 0.31278226315043867, "lr": 0.01, "mask_rcnn/accuracy": 0.8445447532340021, "mask_rcnn/false_negative": 0.10865473878205342, "mask_rcnn/false_positive": 0.19120727152821526, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7806365806609392, "total_loss": 1.7980320978094824} {"data_time": 0.01791912317276001, "eta_seconds": 182520.35150764324, "iteration": 38299, "loss_fcos_cls": 0.30882515385746956, "loss_fcos_ctr": 0.6264797002077103, "loss_fcos_loc": 0.22522954014129937, "loss_mask": 0.32253726571798325, "loss_maskiou": 0.008158346798154525, "loss_sem_seg": 0.3095535710453987, "lr": 0.01, "mask_rcnn/accuracy": 0.839477828667102, "mask_rcnn/false_negative": 0.11177396007083093, "mask_rcnn/false_positive": 0.24117609162934467, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7638808060437441, "total_loss": 1.8270033621083712} {"data_time": 0.015604718588292599, "eta_seconds": 182504.59668988176, "iteration": 38319, "loss_fcos_cls": 0.30543674854561687, "loss_fcos_ctr": 0.6252327840775251, "loss_fcos_loc": 0.23057942907325923, "loss_mask": 0.3218246828764677, "loss_maskiou": 0.008886741634341888, "loss_sem_seg": 0.33945938432589173, "lr": 0.01, "mask_rcnn/accuracy": 0.8537903502747253, "mask_rcnn/false_negative": 0.11448698270690674, "mask_rcnn/false_positive": 0.20239959455381654, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7884842753410339, "total_loss": 1.8503197083518899} {"data_time": 0.015478487126529217, "eta_seconds": 182428.50771895703, "iteration": 38339, "loss_fcos_cls": 0.3037219934631139, "loss_fcos_ctr": 0.6236274717375636, "loss_fcos_loc": 0.23196010594256222, "loss_mask": 0.32841114327311516, "loss_maskiou": 0.008226990990806371, "loss_sem_seg": 0.3827412808313966, "lr": 0.01, "mask_rcnn/accuracy": 0.8528718305504019, "mask_rcnn/false_negative": 0.12513114604770761, "mask_rcnn/false_positive": 0.1669229512087539, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.25, "time": 0.7867851629853249, "total_loss": 1.895562964171404} {"data_time": 0.016135557554662228, "eta_seconds": 182473.0870543588, "iteration": 38359, "loss_fcos_cls": 0.30803730501793325, "loss_fcos_ctr": 0.6238547554239631, "loss_fcos_loc": 0.2210928883869201, "loss_mask": 0.3096192618831992, "loss_maskiou": 0.007350730083999224, "loss_sem_seg": 0.35406258795410395, "lr": 0.01, "mask_rcnn/accuracy": 0.8603373560962847, "mask_rcnn/false_negative": 0.11507968901056946, "mask_rcnn/false_positive": 0.18153188746986215, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.0, "time": 0.7991635221987963, "total_loss": 1.8276347874707426} {"data_time": 0.016632696613669395, "eta_seconds": 182368.5963963708, "iteration": 38379, "loss_fcos_cls": 0.3038159766001627, "loss_fcos_ctr": 0.6226635063067079, "loss_fcos_loc": 0.2135220472700894, "loss_mask": 0.3129034489393234, "loss_maskiou": 0.008160886180121452, "loss_sem_seg": 0.31478414963930845, "lr": 0.01, "mask_rcnn/accuracy": 0.8622611120719474, "mask_rcnn/false_negative": 0.09825492520314696, "mask_rcnn/false_positive": 0.18843749425078038, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7916247127577662, "total_loss": 1.7755033153516706} {"data_time": 0.018255493603646755, "eta_seconds": 182311.06799438037, "iteration": 38399, "loss_fcos_cls": 0.3155192225240171, "loss_fcos_ctr": 0.6257820068858564, "loss_fcos_loc": 0.2288061312865466, "loss_mask": 0.3350628614425659, "loss_maskiou": 0.008404404245084152, "loss_sem_seg": 0.38221842097118497, "lr": 0.01, "mask_rcnn/accuracy": 0.8477145632558579, "mask_rcnn/false_negative": 0.11904980587600072, "mask_rcnn/false_positive": 0.18128290655145152, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.7946390211582184, "total_loss": 1.8843691530346405} {"data_time": 0.01797281950712204, "eta_seconds": 182295.32444681413, "iteration": 38419, "loss_fcos_cls": 0.30976267997175455, "loss_fcos_ctr": 0.6282886061817408, "loss_fcos_loc": 0.23042965435888618, "loss_mask": 0.3183921333402395, "loss_maskiou": 0.008098202670225874, "loss_sem_seg": 0.34930397663265467, "lr": 0.01, "mask_rcnn/accuracy": 0.8640798424633012, "mask_rcnn/false_negative": 0.10048130035511248, "mask_rcnn/false_positive": 0.15865421124442597, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.5, "time": 0.7830816889181733, "total_loss": 1.8446326063858578} {"data_time": 0.016168827190995216, "eta_seconds": 182290.55659682304, "iteration": 38439, "loss_fcos_cls": 0.3030912415124476, "loss_fcos_ctr": 0.6237924071028829, "loss_fcos_loc": 0.223986187716946, "loss_mask": 0.32774323783814907, "loss_maskiou": 0.008849596284562722, "loss_sem_seg": 0.3394841244444251, "lr": 0.01, "mask_rcnn/accuracy": 0.8477220871291986, "mask_rcnn/false_negative": 0.12003408073482003, "mask_rcnn/false_positive": 0.17628582359897885, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7869635242968798, "total_loss": 1.81018882340868} {"data_time": 0.014907315373420715, "eta_seconds": 182392.0892924685, "iteration": 38459, "loss_fcos_cls": 0.2959079588763416, "loss_fcos_ctr": 0.6283398801460862, "loss_fcos_loc": 0.2235120867844671, "loss_mask": 0.32191025372594595, "loss_maskiou": 0.00896395489689894, "loss_sem_seg": 0.36835426767356694, "lr": 0.01, "mask_rcnn/accuracy": 0.8375561161964786, "mask_rcnn/false_negative": 0.14666240437817457, "mask_rcnn/false_positive": 0.17178247157900972, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.8057412095367908, "total_loss": 1.896499141541426} {"data_time": 0.015069201588630676, "eta_seconds": 182347.85893019475, "iteration": 38479, "loss_fcos_cls": 0.3076624422101304, "loss_fcos_ctr": 0.6252049813047051, "loss_fcos_loc": 0.22498828993411735, "loss_mask": 0.31347044464200735, "loss_maskiou": 0.00848816562211141, "loss_sem_seg": 0.3282672041095793, "lr": 0.01, "mask_rcnn/accuracy": 0.8669394841269842, "mask_rcnn/false_negative": 0.10058332779365818, "mask_rcnn/false_positive": 0.15711201662023594, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.784340756945312, "total_loss": 1.8057956119591836} {"data_time": 0.015343253500759602, "eta_seconds": 182363.48700431082, "iteration": 38499, "loss_fcos_cls": 0.3218419700860977, "loss_fcos_ctr": 0.6240427745506167, "loss_fcos_loc": 0.224101159023121, "loss_mask": 0.31723260693252087, "loss_maskiou": 0.008494152149069123, "loss_sem_seg": 0.3456670334562659, "lr": 0.01, "mask_rcnn/accuracy": 0.860942569799004, "mask_rcnn/false_negative": 0.11024457000360259, "mask_rcnn/false_positive": 0.21231671331985094, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.7966003715991974, "total_loss": 1.8591007094510132} {"data_time": 0.01739935576915741, "eta_seconds": 182374.80035817903, "iteration": 38519, "loss_fcos_cls": 0.2991692181676626, "loss_fcos_ctr": 0.6241693450137973, "loss_fcos_loc": 0.2213348891818896, "loss_mask": 0.3073032284155488, "loss_maskiou": 0.00769621689687483, "loss_sem_seg": 0.3345130062662065, "lr": 0.01, "mask_rcnn/accuracy": 0.8683557348970883, "mask_rcnn/false_negative": 0.10027299916544466, "mask_rcnn/false_positive": 0.1625697456493021, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7929998114705086, "total_loss": 1.7820675937982742} {"data_time": 0.0148887038230896, "eta_seconds": 182359.04314265307, "iteration": 38539, "loss_fcos_cls": 0.2991564036346972, "loss_fcos_ctr": 0.6241980390623212, "loss_fcos_loc": 0.2226948409806937, "loss_mask": 0.31919297855347395, "loss_maskiou": 0.008325648217578419, "loss_sem_seg": 0.33198803709819913, "lr": 0.01, "mask_rcnn/accuracy": 0.8670057125414268, "mask_rcnn/false_negative": 0.11272400745074866, "mask_rcnn/false_positive": 0.1854736258701135, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.7821080349385738, "total_loss": 1.832047156392946} {"data_time": 0.015712104737758636, "eta_seconds": 182316.22237383295, "iteration": 38559, "loss_fcos_cls": 0.3179571288637817, "loss_fcos_ctr": 0.6287512211129069, "loss_fcos_loc": 0.23395585227990523, "loss_mask": 0.3106383020058274, "loss_maskiou": 0.008468486470519565, "loss_sem_seg": 0.3651524540036917, "lr": 0.01, "mask_rcnn/accuracy": 0.8735015753950484, "mask_rcnn/false_negative": 0.110208318240524, "mask_rcnn/false_positive": 0.12594214040574864, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7771312976256013, "total_loss": 1.8616349479998462} {"data_time": 0.01547191571444273, "eta_seconds": 182293.639151535, "iteration": 38579, "loss_fcos_cls": 0.2938206259859726, "loss_fcos_ctr": 0.6241579717025161, "loss_fcos_loc": 0.2185852398397401, "loss_mask": 0.32995219342410564, "loss_maskiou": 0.008184376914869063, "loss_sem_seg": 0.3449902916327119, "lr": 0.01, "mask_rcnn/accuracy": 0.8537315043526224, "mask_rcnn/false_negative": 0.10719905941668863, "mask_rcnn/false_positive": 0.194430256706085, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.25, "time": 0.7884380836039782, "total_loss": 1.851159376456053} {"data_time": 0.016809620894491673, "eta_seconds": 182328.9255794743, "iteration": 38599, "loss_fcos_cls": 0.30733031453564763, "loss_fcos_ctr": 0.6266961600631475, "loss_fcos_loc": 0.23035473958589137, "loss_mask": 0.3239601803943515, "loss_maskiou": 0.008133694020216353, "loss_sem_seg": 0.3487486047670245, "lr": 0.01, "mask_rcnn/accuracy": 0.8529939448306796, "mask_rcnn/false_negative": 0.10738146319780195, "mask_rcnn/false_positive": 0.1767572899180318, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7901799026876688, "total_loss": 1.8221091585874092} {"data_time": 0.015990788117051125, "eta_seconds": 182262.13057812955, "iteration": 38619, "loss_fcos_cls": 0.2947075301781297, "loss_fcos_ctr": 0.6251655127853155, "loss_fcos_loc": 0.22268856479786336, "loss_mask": 0.32645620219409466, "loss_maskiou": 0.008380154526093975, "loss_sem_seg": 0.3354953434318304, "lr": 0.01, "mask_rcnn/accuracy": 0.8586647327150322, "mask_rcnn/false_negative": 0.12049122594774783, "mask_rcnn/false_positive": 0.17232118185742612, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7752574160695076, "total_loss": 1.7809349155140808} {"data_time": 0.016141300089657307, "eta_seconds": 182215.01502867788, "iteration": 38639, "loss_fcos_cls": 0.3062411572318524, "loss_fcos_ctr": 0.6260224198922515, "loss_fcos_loc": 0.22487586946226656, "loss_mask": 0.31956460420042276, "loss_maskiou": 0.008485803613439202, "loss_sem_seg": 0.36836134223267436, "lr": 0.01, "mask_rcnn/accuracy": 0.8700013054262217, "mask_rcnn/false_negative": 0.10876822680705206, "mask_rcnn/false_positive": 0.15512998662649835, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7835061680525541, "total_loss": 1.88337420168682} {"data_time": 0.015786959789693356, "eta_seconds": 182106.4018760193, "iteration": 38659, "loss_fcos_cls": 0.31071954127401114, "loss_fcos_ctr": 0.6271313964389265, "loss_fcos_loc": 0.2313596752937883, "loss_mask": 0.3092282763682306, "loss_maskiou": 0.008416121927439235, "loss_sem_seg": 0.32361679489258677, "lr": 0.01, "mask_rcnn/accuracy": 0.8704389997757345, "mask_rcnn/false_negative": 0.1202617349076254, "mask_rcnn/false_positive": 0.15243933064843068, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.25, "time": 0.7810479924082756, "total_loss": 1.8165661225211807} {"data_time": 0.01769170444458723, "eta_seconds": 182090.65832845308, "iteration": 38679, "loss_fcos_cls": 0.29569351207464933, "loss_fcos_ctr": 0.6235831035301089, "loss_fcos_loc": 0.21927576884627342, "loss_mask": 0.3159407116472721, "loss_maskiou": 0.008775088557740673, "loss_sem_seg": 0.32100109569728374, "lr": 0.01, "mask_rcnn/accuracy": 0.8525847658514537, "mask_rcnn/false_negative": 0.1089257633382748, "mask_rcnn/false_positive": 0.17413644503391454, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7865469474345446, "total_loss": 1.8066890100308228} {"data_time": 0.017330480739474297, "eta_seconds": 182038.71264058817, "iteration": 38699, "loss_fcos_cls": 0.3202094128355384, "loss_fcos_ctr": 0.6279063941910863, "loss_fcos_loc": 0.23216784186661243, "loss_mask": 0.31225235667079687, "loss_maskiou": 0.007735957013210282, "loss_sem_seg": 0.3708981382660568, "lr": 0.01, "mask_rcnn/accuracy": 0.8487220368916797, "mask_rcnn/false_negative": 0.11104402842828172, "mask_rcnn/false_positive": 0.1788118565543213, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7917566662654281, "total_loss": 1.8606554250436602} {"data_time": 0.016500557772815228, "eta_seconds": 181949.37961037923, "iteration": 38719, "loss_fcos_cls": 0.30960511951707304, "loss_fcos_ctr": 0.6249322574585676, "loss_fcos_loc": 0.21793997497297823, "loss_mask": 0.3228726303204894, "loss_maskiou": 0.008304517017677426, "loss_sem_seg": 0.33736953092738986, "lr": 0.01, "mask_rcnn/accuracy": 0.8361277482007295, "mask_rcnn/false_negative": 0.11688357979056702, "mask_rcnn/false_positive": 0.18816210143451045, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7749479617923498, "total_loss": 1.8206993617204716} {"data_time": 0.01811882294714451, "eta_seconds": 181832.7305648569, "iteration": 38739, "loss_fcos_cls": 0.30451506935060024, "loss_fcos_ctr": 0.626841246150434, "loss_fcos_loc": 0.22834567655809224, "loss_mask": 0.312158428132534, "loss_maskiou": 0.008068219249253161, "loss_sem_seg": 0.35487748542800546, "lr": 0.01, "mask_rcnn/accuracy": 0.8719759778911564, "mask_rcnn/false_negative": 0.11227011393811787, "mask_rcnn/false_positive": 0.163699462871614, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7738481992855668, "total_loss": 1.8760161857280764} {"data_time": 0.01531628705561161, "eta_seconds": 181789.4981721826, "iteration": 38759, "loss_fcos_cls": 0.303985757404007, "loss_fcos_ctr": 0.6227468802826479, "loss_fcos_loc": 0.2284652809612453, "loss_mask": 0.31027689948678017, "loss_maskiou": 0.00749146769521758, "loss_sem_seg": 0.3211983912624419, "lr": 0.01, "mask_rcnn/accuracy": 0.8669070835571071, "mask_rcnn/false_negative": 0.1016717072496992, "mask_rcnn/false_positive": 0.17194380683696514, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.25, "time": 0.7935818769037724, "total_loss": 1.8022750637028366} {"data_time": 0.01669807080179453, "eta_seconds": 181812.0400888268, "iteration": 38779, "loss_fcos_cls": 0.30137613881379366, "loss_fcos_ctr": 0.6251589334569871, "loss_fcos_loc": 0.2192940185777843, "loss_mask": 0.31064987927675247, "loss_maskiou": 0.007662648375116987, "loss_sem_seg": 0.3484909450635314, "lr": 0.01, "mask_rcnn/accuracy": 0.8612015087655616, "mask_rcnn/false_negative": 0.1070741848958354, "mask_rcnn/false_positive": 0.1984850665478268, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.0, "time": 0.7766349883750081, "total_loss": 1.7958286999491975} {"data_time": 0.01680823229253292, "eta_seconds": 181706.59187314287, "iteration": 38799, "loss_fcos_cls": 0.3066715158056468, "loss_fcos_ctr": 0.6311953756958246, "loss_fcos_loc": 0.24208027217537165, "loss_mask": 0.3215442253276706, "loss_maskiou": 0.007601575955050066, "loss_sem_seg": 0.3488979018293321, "lr": 0.01, "mask_rcnn/accuracy": 0.8570857447456595, "mask_rcnn/false_negative": 0.10413331285763702, "mask_rcnn/false_positive": 0.1901629427618377, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.75, "time": 0.7834890466183424, "total_loss": 1.8738241624378134} {"data_time": 0.017152135260403156, "eta_seconds": 181742.32933149114, "iteration": 38819, "loss_fcos_cls": 0.31279842741787434, "loss_fcos_ctr": 0.6260104584507644, "loss_fcos_loc": 0.23529894347302616, "loss_mask": 0.3380963848903775, "loss_maskiou": 0.007796861820679624, "loss_sem_seg": 0.3392691370099783, "lr": 0.01, "mask_rcnn/accuracy": 0.8490324608104112, "mask_rcnn/false_negative": 0.12541296333127794, "mask_rcnn/false_positive": 0.1718205994315194, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.75, "time": 0.7904530707746744, "total_loss": 1.854671196488198} {"data_time": 0.01583781000226736, "eta_seconds": 181740.04966971278, "iteration": 38839, "loss_fcos_cls": 0.29624204616993666, "loss_fcos_ctr": 0.6238649748265743, "loss_fcos_loc": 0.21960664680227637, "loss_mask": 0.31779125053435564, "loss_maskiou": 0.0074381171725690365, "loss_sem_seg": 0.3374685177113861, "lr": 0.01, "mask_rcnn/accuracy": 0.8426625834665664, "mask_rcnn/false_negative": 0.1254204338798473, "mask_rcnn/false_positive": 0.18166351829988195, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.25, "time": 0.7962386645376682, "total_loss": 1.7920814308308763} {"data_time": 0.01513158529996872, "eta_seconds": 181710.88343769684, "iteration": 38859, "loss_fcos_cls": 0.30319952382706106, "loss_fcos_ctr": 0.626007012091577, "loss_fcos_loc": 0.2264179433695972, "loss_mask": 0.32839902583509684, "loss_maskiou": 0.008838710869895294, "loss_sem_seg": 0.341809940058738, "lr": 0.01, "mask_rcnn/accuracy": 0.8601656783506672, "mask_rcnn/false_negative": 0.13039303605922023, "mask_rcnn/false_positive": 0.17154685406190864, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 40.75, "time": 0.795016111806035, "total_loss": 1.8345492459047819} {"data_time": 0.017587796784937382, "eta_seconds": 181736.87946735136, "iteration": 38879, "loss_fcos_cls": 0.30685679940506816, "loss_fcos_ctr": 0.6244172994047403, "loss_fcos_loc": 0.2301604450913146, "loss_mask": 0.3170655779540539, "loss_maskiou": 0.00845955012482591, "loss_sem_seg": 0.378383066970855, "lr": 0.01, "mask_rcnn/accuracy": 0.8610935222303207, "mask_rcnn/false_negative": 0.08991950736244883, "mask_rcnn/false_positive": 0.17066207611018874, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.8048850018531084, "total_loss": 1.8744521512271604} {"data_time": 0.015880714170634747, "eta_seconds": 181679.43754390255, "iteration": 38899, "loss_fcos_cls": 0.30824915040284395, "loss_fcos_ctr": 0.623458968475461, "loss_fcos_loc": 0.21660097688436508, "loss_mask": 0.3239950016140938, "loss_maskiou": 0.008182420919183642, "loss_sem_seg": 0.34350589592941105, "lr": 0.01, "mask_rcnn/accuracy": 0.8502186588921283, "mask_rcnn/false_negative": 0.09252966171162538, "mask_rcnn/false_positive": 0.2119498684296269, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.774758412502706, "total_loss": 1.8199904231842083} {"data_time": 0.016770366579294205, "eta_seconds": 181784.6952183852, "iteration": 38919, "loss_fcos_cls": 0.30760259984526783, "loss_fcos_ctr": 0.6283392435871065, "loss_fcos_loc": 0.23880036221817136, "loss_mask": 0.3322130786255002, "loss_maskiou": 0.00794703108840622, "loss_sem_seg": 0.32552888430655, "lr": 0.01, "mask_rcnn/accuracy": 0.8502307355690815, "mask_rcnn/false_negative": 0.13041894110930147, "mask_rcnn/false_positive": 0.18810069589745976, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7956798626109958, "total_loss": 1.8630882013530936} {"data_time": 0.017294052056968212, "eta_seconds": 181647.99165010825, "iteration": 38939, "loss_fcos_cls": 0.2961123981513083, "loss_fcos_ctr": 0.624222993850708, "loss_fcos_loc": 0.21894126490224153, "loss_mask": 0.31740606389939785, "loss_maskiou": 0.008269479701993987, "loss_sem_seg": 0.35664824582636356, "lr": 0.01, "mask_rcnn/accuracy": 0.8564735571648014, "mask_rcnn/false_negative": 0.10205144297553181, "mask_rcnn/false_positive": 0.19559724276506327, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.0, "time": 0.774962573312223, "total_loss": 1.8072859081439674} {"data_time": 0.015712600201368332, "eta_seconds": 181632.2687032111, "iteration": 38959, "loss_fcos_cls": 0.3072929182089865, "loss_fcos_ctr": 0.6260836580768228, "loss_fcos_loc": 0.23210173851111904, "loss_mask": 0.31387342419475317, "loss_maskiou": 0.008857964123308193, "loss_sem_seg": 0.34692300017923117, "lr": 0.01, "mask_rcnn/accuracy": 0.8373810713096428, "mask_rcnn/false_negative": 0.11732326320395373, "mask_rcnn/false_positive": 0.20919616448382405, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7964454954490066, "total_loss": 1.8551737341840635} {"data_time": 0.015808235853910446, "eta_seconds": 181616.54575631395, "iteration": 38979, "loss_fcos_cls": 0.31433771760202944, "loss_fcos_ctr": 0.6251597437076271, "loss_fcos_loc": 0.22882697265595198, "loss_mask": 0.3158795163035393, "loss_maskiou": 0.008091219759080559, "loss_sem_seg": 0.35315829794853926, "lr": 0.01, "mask_rcnn/accuracy": 0.8740370812303415, "mask_rcnn/false_negative": 0.109118055760829, "mask_rcnn/false_positive": 0.1424950498587022, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7773550022393465, "total_loss": 1.8410068808443611} {"data_time": 0.01653409469872713, "eta_seconds": 181707.0094261896, "iteration": 38999, "loss_fcos_cls": 0.31146620446816087, "loss_fcos_ctr": 0.6290900772437453, "loss_fcos_loc": 0.2369188943412155, "loss_mask": 0.327597850933671, "loss_maskiou": 0.0082857875386253, "loss_sem_seg": 0.35329273622483015, "lr": 0.01, "mask_rcnn/accuracy": 0.8623333189596645, "mask_rcnn/false_negative": 0.11313413327962271, "mask_rcnn/false_positive": 0.23163965788395213, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7981512155383825, "total_loss": 1.8479872450843686} {"data_time": 0.017841888591647148, "eta_seconds": 181601.32060658932, "iteration": 39019, "loss_fcos_cls": 0.3026181261520833, "loss_fcos_ctr": 0.6258539259433746, "loss_fcos_loc": 0.2412947933189571, "loss_mask": 0.3143663741648197, "loss_maskiou": 0.008587088726926595, "loss_sem_seg": 0.33784020435996354, "lr": 0.01, "mask_rcnn/accuracy": 0.8534657904869991, "mask_rcnn/false_negative": 0.11034173091619913, "mask_rcnn/false_positive": 0.17117893441185442, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7720164721831679, "total_loss": 1.8311122168088332} {"data_time": 0.01570355985313654, "eta_seconds": 181545.08253725152, "iteration": 39039, "loss_fcos_cls": 0.30702650756575167, "loss_fcos_ctr": 0.6234404873102903, "loss_fcos_loc": 0.22404621774330735, "loss_mask": 0.3296527089551091, "loss_maskiou": 0.007633660614374094, "loss_sem_seg": 0.3640198577195406, "lr": 0.01, "mask_rcnn/accuracy": 0.8670519289204616, "mask_rcnn/false_negative": 0.08496519893849311, "mask_rcnn/false_positive": 0.16754147540980238, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.0, "time": 0.7805741764605045, "total_loss": 1.8697041668056045} {"data_time": 0.0167086785659194, "eta_seconds": 181569.87190377712, "iteration": 39059, "loss_fcos_cls": 0.32199875731021166, "loss_fcos_ctr": 0.6274587498046458, "loss_fcos_loc": 0.2407327676191926, "loss_mask": 0.32462678477168083, "loss_maskiou": 0.008332682424224913, "loss_sem_seg": 0.3977622245438397, "lr": 0.01, "mask_rcnn/accuracy": 0.8529016476720559, "mask_rcnn/false_negative": 0.11120909000047098, "mask_rcnn/false_positive": 0.20108587315002963, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.8032983699813485, "total_loss": 1.8757060132920742} {"data_time": 0.017883275635540485, "eta_seconds": 181724.89770033024, "iteration": 39079, "loss_fcos_cls": 0.30787084496114403, "loss_fcos_ctr": 0.6245065657421947, "loss_fcos_loc": 0.2228003521449864, "loss_mask": 0.3204244812950492, "loss_maskiou": 0.008263742158305831, "loss_sem_seg": 0.33417808054946363, "lr": 0.01, "mask_rcnn/accuracy": 0.8582542238206758, "mask_rcnn/false_negative": 0.11270204291993888, "mask_rcnn/false_positive": 0.16128286315611912, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7962590726092458, "total_loss": 1.8345793145417701} {"data_time": 0.01578083634376526, "eta_seconds": 181628.34872367047, "iteration": 39099, "loss_fcos_cls": 0.3043829402886331, "loss_fcos_ctr": 0.6261499067768455, "loss_fcos_loc": 0.23012741119600832, "loss_mask": 0.32079441379755735, "loss_maskiou": 0.00865023207734339, "loss_sem_seg": 0.3366460697725415, "lr": 0.01, "mask_rcnn/accuracy": 0.8574340798266209, "mask_rcnn/false_negative": 0.1128779011668021, "mask_rcnn/false_positive": 0.1780983477616616, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7924775509163737, "total_loss": 1.8665778538852464} {"data_time": 0.015106059610843658, "eta_seconds": 181732.09462064318, "iteration": 39119, "loss_fcos_cls": 0.29981902381405234, "loss_fcos_ctr": 0.6250641830265522, "loss_fcos_loc": 0.22363497246988118, "loss_mask": 0.31629596650600433, "loss_maskiou": 0.007755132624879479, "loss_sem_seg": 0.32414894830435514, "lr": 0.01, "mask_rcnn/accuracy": 0.8427454172063337, "mask_rcnn/false_negative": 0.1322477950749673, "mask_rcnn/false_positive": 0.1837347314745248, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.75, "time": 0.7835791604593396, "total_loss": 1.7735380785961752} {"data_time": 0.016693616285920143, "eta_seconds": 181675.22706109658, "iteration": 39139, "loss_fcos_cls": 0.3119195052422583, "loss_fcos_ctr": 0.6261418862268329, "loss_fcos_loc": 0.22800794220529497, "loss_mask": 0.32322457525879145, "loss_maskiou": 0.007969499580212869, "loss_sem_seg": 0.3420760231092572, "lr": 0.01, "mask_rcnn/accuracy": 0.8627393435571904, "mask_rcnn/false_negative": 0.1023039151143195, "mask_rcnn/false_positive": 0.1830114684896722, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.25, "time": 0.7913303766399622, "total_loss": 1.8510962370346533} {"data_time": 0.016365756280720234, "eta_seconds": 181700.6096401345, "iteration": 39159, "loss_fcos_cls": 0.3141433843411505, "loss_fcos_ctr": 0.6243032161146402, "loss_fcos_loc": 0.22828003682661802, "loss_mask": 0.32236075680702925, "loss_maskiou": 0.008407243003603071, "loss_sem_seg": 0.354843947570771, "lr": 0.01, "mask_rcnn/accuracy": 0.8383531146833734, "mask_rcnn/false_negative": 0.14242301375262328, "mask_rcnn/false_positive": 0.1743730137879003, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7929934496060014, "total_loss": 1.847091904899571} {"data_time": 0.014747493900358677, "eta_seconds": 181500.9811117705, "iteration": 39179, "loss_fcos_cls": 0.3091449495404959, "loss_fcos_ctr": 0.6231219908222556, "loss_fcos_loc": 0.21668538660742342, "loss_mask": 0.30184640642255545, "loss_maskiou": 0.007479568506823853, "loss_sem_seg": 0.3568261731415987, "lr": 0.01, "mask_rcnn/accuracy": 0.8611481762431797, "mask_rcnn/false_negative": 0.09970236657057882, "mask_rcnn/false_positive": 0.1848562311345364, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7806382570415735, "total_loss": 1.790697365780943} {"data_time": 0.015165550634264946, "eta_seconds": 181684.55851256102, "iteration": 39199, "loss_fcos_cls": 0.3138737720437348, "loss_fcos_ctr": 0.624792652670294, "loss_fcos_loc": 0.22936242166906595, "loss_mask": 0.3092771237716079, "loss_maskiou": 0.008052246950683184, "loss_sem_seg": 0.3217129372060299, "lr": 0.01, "mask_rcnn/accuracy": 0.8818304141580003, "mask_rcnn/false_negative": 0.09455548058982224, "mask_rcnn/false_positive": 0.1543123524168727, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.7902915980666876, "total_loss": 1.8330850939673837} {"data_time": 0.01645792368799448, "eta_seconds": 181533.95588064753, "iteration": 39219, "loss_fcos_cls": 0.306573037058115, "loss_fcos_ctr": 0.6233459552749991, "loss_fcos_loc": 0.2262435824959539, "loss_mask": 0.3142129546031356, "loss_maskiou": 0.007918106071883813, "loss_sem_seg": 0.32835069112479687, "lr": 0.01, "mask_rcnn/accuracy": 0.8544954122232447, "mask_rcnn/false_negative": 0.09426354342883722, "mask_rcnn/false_positive": 0.19928887180043325, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.75, "time": 0.7725843749940395, "total_loss": 1.8092029781837482} {"data_time": 0.017249273136258125, "eta_seconds": 181703.11333265342, "iteration": 39239, "loss_fcos_cls": 0.29744428070262074, "loss_fcos_ctr": 0.6274501830339432, "loss_fcos_loc": 0.2383962031453848, "loss_mask": 0.32298034336417913, "loss_maskiou": 0.008332856290508062, "loss_sem_seg": 0.36520511750131845, "lr": 0.01, "mask_rcnn/accuracy": 0.8686158578768424, "mask_rcnn/false_negative": 0.09812794167789876, "mask_rcnn/false_positive": 0.15848833364574916, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7989393332973123, "total_loss": 1.834481439233059} {"data_time": 0.01557931862771511, "eta_seconds": 181637.32702954859, "iteration": 39259, "loss_fcos_cls": 0.3157866606488824, "loss_fcos_ctr": 0.627654661424458, "loss_fcos_loc": 0.2321919146925211, "loss_mask": 0.33308905363082886, "loss_maskiou": 0.007956893212394789, "loss_sem_seg": 0.33803977631032467, "lr": 0.01, "mask_rcnn/accuracy": 0.8660606356566762, "mask_rcnn/false_negative": 0.1039680765444938, "mask_rcnn/false_positive": 0.1735810258062917, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7840606775134802, "total_loss": 1.8871226084011141} {"data_time": 0.016191791743040085, "eta_seconds": 181608.09760446846, "iteration": 39279, "loss_fcos_cls": 0.3044095067307353, "loss_fcos_ctr": 0.6278448505327106, "loss_fcos_loc": 0.23279142857063562, "loss_mask": 0.32440995518118143, "loss_maskiou": 0.007848760113120079, "loss_sem_seg": 0.35076227132230997, "lr": 0.01, "mask_rcnn/accuracy": 0.8538679687332971, "mask_rcnn/false_negative": 0.10591699719167774, "mask_rcnn/false_positive": 0.18375649557023604, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.7864810563623905, "total_loss": 1.8582955671881791} {"data_time": 0.01740221492946148, "eta_seconds": 181605.83937420696, "iteration": 39299, "loss_fcos_cls": 0.2999819745309651, "loss_fcos_ctr": 0.6259677531197667, "loss_fcos_loc": 0.23760065480018966, "loss_mask": 0.32637902721762657, "loss_maskiou": 0.007742913643596694, "loss_sem_seg": 0.30827293172478676, "lr": 0.01, "mask_rcnn/accuracy": 0.8313819662480377, "mask_rcnn/false_negative": 0.12360101392241979, "mask_rcnn/false_positive": 0.2215912801469781, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7856026748195291, "total_loss": 1.837693394481903} {"data_time": 0.01754972618073225, "eta_seconds": 181612.67012349237, "iteration": 39319, "loss_fcos_cls": 0.3094136375002563, "loss_fcos_ctr": 0.6263791238889098, "loss_fcos_loc": 0.23346972034778446, "loss_mask": 0.31905694492161274, "loss_maskiou": 0.00843185126723256, "loss_sem_seg": 0.35769721819087863, "lr": 0.01, "mask_rcnn/accuracy": 0.8571292878853669, "mask_rcnn/false_negative": 0.10429394736660857, "mask_rcnn/false_positive": 0.1848646854655573, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 25.25, "time": 0.7943871300667524, "total_loss": 1.8428677931660786} {"data_time": 0.014995562843978405, "eta_seconds": 181670.17337796092, "iteration": 39339, "loss_fcos_cls": 0.3184374552220106, "loss_fcos_ctr": 0.6254120049998164, "loss_fcos_loc": 0.23281798185780644, "loss_mask": 0.33743500523269176, "loss_maskiou": 0.008096491030300967, "loss_sem_seg": 0.34391452372074127, "lr": 0.01, "mask_rcnn/accuracy": 0.8459305220365988, "mask_rcnn/false_negative": 0.11991959480753872, "mask_rcnn/false_positive": 0.18181492608107866, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7985445382073522, "total_loss": 1.8732206769636832} {"data_time": 0.016248051077127457, "eta_seconds": 181542.67608842067, "iteration": 39359, "loss_fcos_cls": 0.306606010068208, "loss_fcos_ctr": 0.6257885582745075, "loss_fcos_loc": 0.2248255955055356, "loss_mask": 0.32715618051588535, "loss_maskiou": 0.008353189288754947, "loss_sem_seg": 0.35497015016153455, "lr": 0.01, "mask_rcnn/accuracy": 0.8640700923226434, "mask_rcnn/false_negative": 0.10919640176482576, "mask_rcnn/false_positive": 0.17606580854413278, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7727691773325205, "total_loss": 1.8419823019066826} {"data_time": 0.0155127989128232, "eta_seconds": 181526.93364227377, "iteration": 39379, "loss_fcos_cls": 0.30259687383659184, "loss_fcos_ctr": 0.6246247906237841, "loss_fcos_loc": 0.22830114071257412, "loss_mask": 0.3145130183547735, "loss_maskiou": 0.008580425477703102, "loss_sem_seg": 0.36639010114595294, "lr": 0.01, "mask_rcnn/accuracy": 0.8639152089407192, "mask_rcnn/false_negative": 0.11393839111080614, "mask_rcnn/false_positive": 0.17170256274031, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7892419332638383, "total_loss": 1.8140930257213768} {"data_time": 0.015120142139494419, "eta_seconds": 181549.68698396254, "iteration": 39399, "loss_fcos_cls": 0.32202151569072157, "loss_fcos_ctr": 0.6247821738943458, "loss_fcos_loc": 0.22117837332189083, "loss_mask": 0.3197695482522249, "loss_maskiou": 0.008594997023465112, "loss_sem_seg": 0.32942289859056473, "lr": 0.01, "mask_rcnn/accuracy": 0.8714645084224166, "mask_rcnn/false_negative": 0.11139977500976143, "mask_rcnn/false_positive": 0.14578096932099632, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.25, "time": 0.7997316773980856, "total_loss": 1.8122463960025925} {"data_time": 0.016617944464087486, "eta_seconds": 181607.16483351588, "iteration": 39419, "loss_fcos_cls": 0.322509340941906, "loss_fcos_ctr": 0.6279799351468682, "loss_fcos_loc": 0.23322958359494805, "loss_mask": 0.31854026950895786, "loss_maskiou": 0.007510959389037453, "loss_sem_seg": 0.343998153693974, "lr": 0.01, "mask_rcnn/accuracy": 0.8528771489215841, "mask_rcnn/false_negative": 0.1378744779221167, "mask_rcnn/false_positive": 0.14691026054220468, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.25, "time": 0.7895011594519019, "total_loss": 1.8872221362107666} {"data_time": 0.016505558043718338, "eta_seconds": 181591.41269740462, "iteration": 39439, "loss_fcos_cls": 0.30983081297017634, "loss_fcos_ctr": 0.6258919946849346, "loss_fcos_loc": 0.22976387478411198, "loss_mask": 0.3023096830584109, "loss_maskiou": 0.007454632723238319, "loss_sem_seg": 0.3750288560986519, "lr": 0.01, "mask_rcnn/accuracy": 0.8694624127337564, "mask_rcnn/false_negative": 0.0942385202419609, "mask_rcnn/false_positive": 0.17589311161981175, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7875103102996945, "total_loss": 1.8224493419984356} {"data_time": 0.018674742430448532, "eta_seconds": 181536.3436548505, "iteration": 39459, "loss_fcos_cls": 0.31545600085519254, "loss_fcos_ctr": 0.6261542029678822, "loss_fcos_loc": 0.23315955558791757, "loss_mask": 0.3194318222813308, "loss_maskiou": 0.008833729894831777, "loss_sem_seg": 0.35264435689896345, "lr": 0.01, "mask_rcnn/accuracy": 0.8516144383889919, "mask_rcnn/false_negative": 0.11846676861573815, "mask_rcnn/false_positive": 0.19054043066705467, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.25, "time": 0.7940777717158198, "total_loss": 1.8688921503926395} {"data_time": 0.014923715963959694, "eta_seconds": 181486.70384443272, "iteration": 39479, "loss_fcos_cls": 0.2987940611783415, "loss_fcos_ctr": 0.6213551815599203, "loss_fcos_loc": 0.21295143046882004, "loss_mask": 0.30921953823417425, "loss_maskiou": 0.007770844880724326, "loss_sem_seg": 0.373351167072542, "lr": 0.01, "mask_rcnn/accuracy": 0.8736938143957849, "mask_rcnn/false_negative": 0.09685787201799939, "mask_rcnn/false_positive": 0.1522569019274833, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.25, "time": 0.7810526015236974, "total_loss": 1.8261475047038402} {"data_time": 0.01653793267905712, "eta_seconds": 181420.31528938562, "iteration": 39499, "loss_fcos_cls": 0.30718694580718875, "loss_fcos_ctr": 0.6273175394162536, "loss_fcos_loc": 0.2378874581772834, "loss_mask": 0.32971283607184887, "loss_maskiou": 0.008387211913941428, "loss_sem_seg": 0.3489720243960619, "lr": 0.01, "mask_rcnn/accuracy": 0.8389462988585265, "mask_rcnn/false_negative": 0.11825519681075204, "mask_rcnn/false_positive": 0.21566682231418705, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.5, "time": 0.7818592870607972, "total_loss": 1.8653431423445} {"data_time": 0.01668563950806856, "eta_seconds": 181404.5738986507, "iteration": 39519, "loss_fcos_cls": 0.2939278846606612, "loss_fcos_ctr": 0.6251234076917171, "loss_fcos_loc": 0.22641678573563695, "loss_mask": 0.3064219430088997, "loss_maskiou": 0.007168563693994656, "loss_sem_seg": 0.32817287649959326, "lr": 0.01, "mask_rcnn/accuracy": 0.8561199601791937, "mask_rcnn/false_negative": 0.10559520922884363, "mask_rcnn/false_positive": 0.15033222591362128, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.25, "time": 0.7885153265669942, "total_loss": 1.789790055321646} {"data_time": 0.015618765726685524, "eta_seconds": 181439.46648978535, "iteration": 39539, "loss_fcos_cls": 0.3054631850682199, "loss_fcos_ctr": 0.6246976116672158, "loss_fcos_loc": 0.22583335917443037, "loss_mask": 0.31996649131178856, "loss_maskiou": 0.007621985278092325, "loss_sem_seg": 0.3600834561511874, "lr": 0.01, "mask_rcnn/accuracy": 0.8737729119425548, "mask_rcnn/false_negative": 0.09306735636451653, "mask_rcnn/false_positive": 0.15754782341840123, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7951793540269136, "total_loss": 1.8351227300299797} {"data_time": 0.015431242994964123, "eta_seconds": 181400.66140639037, "iteration": 39559, "loss_fcos_cls": 0.30122625385411084, "loss_fcos_ctr": 0.6250335844233632, "loss_fcos_loc": 0.2237012361874804, "loss_mask": 0.3219294473528862, "loss_maskiou": 0.007480029744328931, "loss_sem_seg": 0.3384738080203533, "lr": 0.01, "mask_rcnn/accuracy": 0.8598559555272938, "mask_rcnn/false_negative": 0.10476260051121222, "mask_rcnn/false_positive": 0.17451226563187316, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7806145818904042, "total_loss": 1.8297038630989846} {"data_time": 0.015614080242812634, "eta_seconds": 181369.50918080471, "iteration": 39579, "loss_fcos_cls": 0.290154090966098, "loss_fcos_ctr": 0.6217239759862423, "loss_fcos_loc": 0.2030560364946723, "loss_mask": 0.296491215005517, "loss_maskiou": 0.0074299440093454905, "loss_sem_seg": 0.3251852933317423, "lr": 0.01, "mask_rcnn/accuracy": 0.8716815687981295, "mask_rcnn/false_negative": 0.09057981652664773, "mask_rcnn/false_positive": 0.17452969589641376, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7888247752562165, "total_loss": 1.7572194496606244} {"data_time": 0.014987831935286522, "eta_seconds": 181411.2647478478, "iteration": 39599, "loss_fcos_cls": 0.3194405634421855, "loss_fcos_ctr": 0.6271542217582464, "loss_fcos_loc": 0.23404286638833582, "loss_mask": 0.3291382100433111, "loss_maskiou": 0.008675810124259442, "loss_sem_seg": 0.306962326169014, "lr": 0.01, "mask_rcnn/accuracy": 0.8589151301640774, "mask_rcnn/false_negative": 0.12948491079504926, "mask_rcnn/false_positive": 0.15474085422443365, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.8121976647526026, "total_loss": 1.813856521359412} {"data_time": 0.015639946796000004, "eta_seconds": 181395.51731057558, "iteration": 39619, "loss_fcos_cls": 0.300529871834442, "loss_fcos_ctr": 0.6289809802547097, "loss_fcos_loc": 0.23854242824018002, "loss_mask": 0.32727789506316185, "loss_maskiou": 0.007415413871058263, "loss_sem_seg": 0.3627236373722553, "lr": 0.01, "mask_rcnn/accuracy": 0.8570918367346939, "mask_rcnn/false_negative": 0.11633630277494271, "mask_rcnn/false_positive": 0.15054191328988414, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 35.0, "time": 0.781319223344326, "total_loss": 1.8588607023993973} {"data_time": 0.01661863550543785, "eta_seconds": 181404.05069756974, "iteration": 39639, "loss_fcos_cls": 0.30684779956936836, "loss_fcos_ctr": 0.6247683777473867, "loss_fcos_loc": 0.2252247176365927, "loss_mask": 0.3268049908801913, "loss_maskiou": 0.008793014392722398, "loss_sem_seg": 0.3304979195818305, "lr": 0.01, "mask_rcnn/accuracy": 0.8627856844492183, "mask_rcnn/false_negative": 0.10256411113254249, "mask_rcnn/false_positive": 0.18643981627351985, "roi_head/num_bg_samples": 78.75, "roi_head/num_fg_samples": 24.25, "time": 0.7869603065773845, "total_loss": 1.8315986592351692} {"data_time": 0.015995319932699203, "eta_seconds": 181532.00628476497, "iteration": 39659, "loss_fcos_cls": 0.303882913896814, "loss_fcos_ctr": 0.625283426605165, "loss_fcos_loc": 0.22827826882712543, "loss_mask": 0.3155705723911524, "loss_maskiou": 0.0079982403840404, "loss_sem_seg": 0.3181614903733134, "lr": 0.01, "mask_rcnn/accuracy": 0.87351730898407, "mask_rcnn/false_negative": 0.106405656920775, "mask_rcnn/false_positive": 0.15896233786764202, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 24.5, "time": 0.7926061004400253, "total_loss": 1.7999984387715813} {"data_time": 0.016574466601014137, "eta_seconds": 181506.919810039, "iteration": 39679, "loss_fcos_cls": 0.3192971567623317, "loss_fcos_ctr": 0.6253810534253716, "loss_fcos_loc": 0.23096898151561618, "loss_mask": 0.32132969330996275, "loss_maskiou": 0.007900575626990758, "loss_sem_seg": 0.3686668765731156, "lr": 0.01, "mask_rcnn/accuracy": 0.8702655075187969, "mask_rcnn/false_negative": 0.11077179823527347, "mask_rcnn/false_positive": 0.1414632528905459, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.7836407823488116, "total_loss": 1.8635026380216004} {"data_time": 0.015148092061281204, "eta_seconds": 181322.94332069904, "iteration": 39699, "loss_fcos_cls": 0.30771478544920683, "loss_fcos_ctr": 0.6282891966402531, "loss_fcos_loc": 0.2284223143942654, "loss_mask": 0.3128215381875634, "loss_maskiou": 0.007896232928032987, "loss_sem_seg": 0.32698601530864835, "lr": 0.01, "mask_rcnn/accuracy": 0.8539272287862514, "mask_rcnn/false_negative": 0.11135407152873558, "mask_rcnn/false_positive": 0.19895584183840412, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.25, "time": 0.7575956042855978, "total_loss": 1.8457221646676771} {"data_time": 0.015880640596151352, "eta_seconds": 181274.71113788337, "iteration": 39719, "loss_fcos_cls": 0.3006981916259974, "loss_fcos_ctr": 0.6269497107714415, "loss_fcos_loc": 0.22331240656785667, "loss_mask": 0.31013699620962143, "loss_maskiou": 0.007294906274182722, "loss_sem_seg": 0.3652273309417069, "lr": 0.01, "mask_rcnn/accuracy": 0.8544913844658742, "mask_rcnn/false_negative": 0.09382826524899851, "mask_rcnn/false_positive": 0.2141800657646485, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7650632644072175, "total_loss": 1.8417057729093358} {"data_time": 0.016565713100135326, "eta_seconds": 181258.96735432, "iteration": 39739, "loss_fcos_cls": 0.30894816666841507, "loss_fcos_ctr": 0.6256822869181633, "loss_fcos_loc": 0.22741735051386058, "loss_mask": 0.32351986318826675, "loss_maskiou": 0.00861646092380397, "loss_sem_seg": 0.3672893934417516, "lr": 0.01, "mask_rcnn/accuracy": 0.8509230650574476, "mask_rcnn/false_negative": 0.08881692021551035, "mask_rcnn/false_positive": 0.21790950369185047, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.0, "time": 0.7627815799787641, "total_loss": 1.911249111406505} {"data_time": 0.016022847034037113, "eta_seconds": 181243.2235707566, "iteration": 39759, "loss_fcos_cls": 0.3105993454810232, "loss_fcos_ctr": 0.6235313769429922, "loss_fcos_loc": 0.2333647459745407, "loss_mask": 0.32592561189085245, "loss_maskiou": 0.008250351616879925, "loss_sem_seg": 0.3368318590801209, "lr": 0.01, "mask_rcnn/accuracy": 0.874458959407939, "mask_rcnn/false_negative": 0.10525358621495196, "mask_rcnn/false_positive": 0.17604325701280082, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.25, "time": 0.8009549714624882, "total_loss": 1.8141065438830992} {"data_time": 0.017305211164057255, "eta_seconds": 181346.03716145363, "iteration": 39779, "loss_fcos_cls": 0.3211535986047238, "loss_fcos_ctr": 0.6243366068229079, "loss_fcos_loc": 0.23056574794463813, "loss_mask": 0.31084380205720663, "loss_maskiou": 0.008095320765278302, "loss_sem_seg": 0.3576348733622581, "lr": 0.01, "mask_rcnn/accuracy": 0.8679111067503925, "mask_rcnn/false_negative": 0.1112391748030584, "mask_rcnn/false_positive": 0.18030941081718907, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.5, "time": 0.7925136405974627, "total_loss": 1.8489842873386806} {"data_time": 0.014979287050664425, "eta_seconds": 181356.05013619922, "iteration": 39799, "loss_fcos_cls": 0.3096262861508876, "loss_fcos_ctr": 0.625168708153069, "loss_fcos_loc": 0.2182687479071319, "loss_mask": 0.3157531516626477, "loss_maskiou": 0.007482691857148893, "loss_sem_seg": 0.3465322538977489, "lr": 0.01, "mask_rcnn/accuracy": 0.8561611442329741, "mask_rcnn/false_negative": 0.09855370647886896, "mask_rcnn/false_positive": 0.18853109810889523, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7744245268404484, "total_loss": 1.8148616933758603} {"data_time": 0.01586610358208418, "eta_seconds": 181228.46369100362, "iteration": 39819, "loss_fcos_cls": 0.29095265502110124, "loss_fcos_ctr": 0.6260682679712772, "loss_fcos_loc": 0.23218655344680883, "loss_mask": 0.3196785217151046, "loss_maskiou": 0.007870588800869882, "loss_sem_seg": 0.34282859694212675, "lr": 0.01, "mask_rcnn/accuracy": 0.858232680827433, "mask_rcnn/false_negative": 0.10627416625633612, "mask_rcnn/false_positive": 0.21078378791673874, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.7747124582529068, "total_loss": 1.8405833508295473} {"data_time": 0.016501272097229958, "eta_seconds": 181164.85738089494, "iteration": 39839, "loss_fcos_cls": 0.3077930109575391, "loss_fcos_ctr": 0.6244332399219275, "loss_fcos_loc": 0.2262056590989232, "loss_mask": 0.3145145373418927, "loss_maskiou": 0.008120546088321134, "loss_sem_seg": 0.34456821205094457, "lr": 0.01, "mask_rcnn/accuracy": 0.8469860222919184, "mask_rcnn/false_negative": 0.1144337972394062, "mask_rcnn/false_positive": 0.1459068202107802, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7897896645590663, "total_loss": 1.8317008574667852} {"data_time": 0.017621896229684353, "eta_seconds": 181136.97025615722, "iteration": 39859, "loss_fcos_cls": 0.3195548849180341, "loss_fcos_ctr": 0.6251541888341308, "loss_fcos_loc": 0.2249421461019665, "loss_mask": 0.33421078138053417, "loss_maskiou": 0.00864644288958516, "loss_sem_seg": 0.3770416514016688, "lr": 0.01, "mask_rcnn/accuracy": 0.8499125502473717, "mask_rcnn/false_negative": 0.1250977146342614, "mask_rcnn/false_positive": 0.1961101652878499, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.0, "time": 0.7846698015928268, "total_loss": 1.8837211577629205} {"data_time": 0.018295422196388245, "eta_seconds": 181107.77297997382, "iteration": 39879, "loss_fcos_cls": 0.30520019633695483, "loss_fcos_ctr": 0.625649225898087, "loss_fcos_loc": 0.22478617960587144, "loss_mask": 0.3119473671540618, "loss_maskiou": 0.008721847130800597, "loss_sem_seg": 0.3598956950008869, "lr": 0.01, "mask_rcnn/accuracy": 0.8827451814058958, "mask_rcnn/false_negative": 0.10520498130434547, "mask_rcnn/false_positive": 0.19660660084736215, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7922982415184379, "total_loss": 1.8483658056356944} {"data_time": 0.016267684288322926, "eta_seconds": 181210.24396253284, "iteration": 39899, "loss_fcos_cls": 0.31797894928604364, "loss_fcos_ctr": 0.6265213368460536, "loss_fcos_loc": 0.23749640095047653, "loss_mask": 0.3346777707338333, "loss_maskiou": 0.008686111686984077, "loss_sem_seg": 0.35703033953905106, "lr": 0.01, "mask_rcnn/accuracy": 0.8414392235388779, "mask_rcnn/false_negative": 0.12011768869841816, "mask_rcnn/false_positive": 0.2059484488071237, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7965825712308288, "total_loss": 1.8668269106128719} {"data_time": 0.01583046279847622, "eta_seconds": 181233.19793885667, "iteration": 39919, "loss_fcos_cls": 0.3090799913043156, "loss_fcos_ctr": 0.6268835961818695, "loss_fcos_loc": 0.22929640940856189, "loss_mask": 0.3163238735869527, "loss_maskiou": 0.007779033421684289, "loss_sem_seg": 0.3131182147189975, "lr": 0.01, "mask_rcnn/accuracy": 0.8515164856265087, "mask_rcnn/false_negative": 0.1293674276140306, "mask_rcnn/false_positive": 0.17322835994389768, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.5, "time": 0.7913342555984855, "total_loss": 1.8384880918893032} {"data_time": 0.016039692796766758, "eta_seconds": 181120.53704077005, "iteration": 39939, "loss_fcos_cls": 0.31200141995213926, "loss_fcos_ctr": 0.6269588451832533, "loss_fcos_loc": 0.22681443532928824, "loss_mask": 0.30950217228382826, "loss_maskiou": 0.007992716316948645, "loss_sem_seg": 0.324258616194129, "lr": 0.01, "mask_rcnn/accuracy": 0.850231845557772, "mask_rcnn/false_negative": 0.10052418509273695, "mask_rcnn/false_positive": 0.2058236289068296, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7813165653496981, "total_loss": 1.8097980228631059} {"data_time": 0.015546928159892559, "eta_seconds": 181070.4027040135, "iteration": 39959, "loss_fcos_cls": 0.29112517228350043, "loss_fcos_ctr": 0.6219421355053782, "loss_fcos_loc": 0.22170709376223385, "loss_mask": 0.3166970619931817, "loss_maskiou": 0.0075405035458970815, "loss_sem_seg": 0.3470966340973973, "lr": 0.01, "mask_rcnn/accuracy": 0.8569523552955665, "mask_rcnn/false_negative": 0.12527569296880217, "mask_rcnn/false_positive": 0.17788522157668676, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.7889816043898463, "total_loss": 1.827893495443277} {"data_time": 0.017211335711181164, "eta_seconds": 181089.04616886377, "iteration": 39979, "loss_fcos_cls": 0.30776543566025794, "loss_fcos_ctr": 0.6241650986485183, "loss_fcos_loc": 0.23063294123858213, "loss_mask": 0.3181957174092531, "loss_maskiou": 0.00837115923059173, "loss_sem_seg": 0.3616902190260589, "lr": 0.01, "mask_rcnn/accuracy": 0.8416756620003374, "mask_rcnn/false_negative": 0.12638329524737385, "mask_rcnn/false_positive": 0.17803369712414352, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.7795309396460652, "total_loss": 1.8321203578816494} {"data_time": 0.016848713159561157, "eta_seconds": 181038.9178117197, "iteration": 39999, "loss_fcos_cls": 0.2967971123289317, "loss_fcos_ctr": 0.6229608301073313, "loss_fcos_loc": 0.20936704776249826, "loss_mask": 0.3050532238557935, "loss_maskiou": 0.0075416058243718, "loss_sem_seg": 0.33986049704253674, "lr": 0.01, "mask_rcnn/accuracy": 0.8823671208989925, "mask_rcnn/false_negative": 0.08803944279508855, "mask_rcnn/false_positive": 0.16939329285731525, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.795119384303689, "total_loss": 1.7793918477473198} {"data_time": 0.015284010209143162, "eta_seconds": 181154.4286367679, "iteration": 40019, "loss_fcos_cls": 0.30362907447852194, "loss_fcos_ctr": 0.6261319415643811, "loss_fcos_loc": 0.2343350036535412, "loss_mask": 0.31577797420322895, "loss_maskiou": 0.008344223868334666, "loss_sem_seg": 0.3328431202098727, "lr": 0.01, "mask_rcnn/accuracy": 0.8518208591759528, "mask_rcnn/false_negative": 0.1489592011493791, "mask_rcnn/false_positive": 0.14695521696751057, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7804352398961782, "total_loss": 1.845355749821465} {"data_time": 0.013858726248145103, "eta_seconds": 181219.14021534193, "iteration": 40039, "loss_fcos_cls": 0.29691519076004624, "loss_fcos_ctr": 0.6240027933381498, "loss_fcos_loc": 0.21564401756040752, "loss_mask": 0.3087312076240778, "loss_maskiou": 0.008631425123894587, "loss_sem_seg": 0.33396331686526537, "lr": 0.01, "mask_rcnn/accuracy": 0.8834525113111282, "mask_rcnn/false_negative": 0.10735898152950032, "mask_rcnn/false_positive": 0.13115528545146282, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7818538723513484, "total_loss": 1.8288538481137948} {"data_time": 0.01606894191354513, "eta_seconds": 181026.0644250512, "iteration": 40059, "loss_fcos_cls": 0.30627704109065235, "loss_fcos_ctr": 0.6247109239920974, "loss_fcos_loc": 0.2185451560653746, "loss_mask": 0.30981755908578634, "loss_maskiou": 0.008105018001515418, "loss_sem_seg": 0.3437982462346554, "lr": 0.01, "mask_rcnn/accuracy": 0.8359924512257733, "mask_rcnn/false_negative": 0.12051739343469633, "mask_rcnn/false_positive": 0.19091449953949263, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.7806056346744299, "total_loss": 1.8187265897286125} {"data_time": 0.014860727824270725, "eta_seconds": 181068.4894985659, "iteration": 40079, "loss_fcos_cls": 0.3027778684627265, "loss_fcos_ctr": 0.626056207343936, "loss_fcos_loc": 0.2242012177594006, "loss_mask": 0.3189937975257635, "loss_maskiou": 0.00766689250303898, "loss_sem_seg": 0.3384129083715379, "lr": 0.01, "mask_rcnn/accuracy": 0.8553973998237168, "mask_rcnn/false_negative": 0.09498052695533303, "mask_rcnn/false_positive": 0.14249759842800108, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.8157499032095075, "total_loss": 1.8129609260795405} {"data_time": 0.015660245902836323, "eta_seconds": 180907.3929313412, "iteration": 40099, "loss_fcos_cls": 0.29760233173146844, "loss_fcos_ctr": 0.627671156078577, "loss_fcos_loc": 0.22800901881419122, "loss_mask": 0.3079752502962947, "loss_maskiou": 0.007849754008930176, "loss_sem_seg": 0.34638206101953983, "lr": 0.01, "mask_rcnn/accuracy": 0.8493647458983593, "mask_rcnn/false_negative": 0.11735896665970712, "mask_rcnn/false_positive": 0.18201455204882272, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.765770279802382, "total_loss": 1.8313156191288726} {"data_time": 0.017004837282001972, "eta_seconds": 180843.2584180953, "iteration": 40119, "loss_fcos_cls": 0.3125815107487142, "loss_fcos_ctr": 0.6267408248968422, "loss_fcos_loc": 0.2303317515179515, "loss_mask": 0.31777274422347546, "loss_maskiou": 0.007298900629393756, "loss_sem_seg": 0.3215173799544573, "lr": 0.01, "mask_rcnn/accuracy": 0.8641612001943635, "mask_rcnn/false_negative": 0.09464092009904101, "mask_rcnn/false_positive": 0.19763814901657656, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7830693265423179, "total_loss": 1.8141883499047253} {"data_time": 0.014710664749145508, "eta_seconds": 180795.6922914749, "iteration": 40139, "loss_fcos_cls": 0.31015470903366804, "loss_fcos_ctr": 0.6285032834857702, "loss_fcos_loc": 0.23567216016817838, "loss_mask": 0.3189971297979355, "loss_maskiou": 0.008319034823216498, "loss_sem_seg": 0.3890251100528985, "lr": 0.01, "mask_rcnn/accuracy": 0.8627248756645516, "mask_rcnn/false_negative": 0.11951904469200612, "mask_rcnn/false_positive": 0.16516210348897667, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7795282648876309, "total_loss": 1.8773536208173027} {"data_time": 0.01517191156744957, "eta_seconds": 180750.81896471512, "iteration": 40159, "loss_fcos_cls": 0.29907370428554714, "loss_fcos_ctr": 0.6277533220127225, "loss_fcos_loc": 0.23183193081058562, "loss_mask": 0.3386080712080002, "loss_maskiou": 0.008208080122130923, "loss_sem_seg": 0.3211384732276201, "lr": 0.01, "mask_rcnn/accuracy": 0.8637311110371455, "mask_rcnn/false_negative": 0.10716691698893593, "mask_rcnn/false_positive": 0.1718989692825479, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.5, "time": 0.7912214687094092, "total_loss": 1.8563514981651679} {"data_time": 0.01777274999767542, "eta_seconds": 180749.4583234135, "iteration": 40179, "loss_fcos_cls": 0.30929494043812156, "loss_fcos_ctr": 0.6271693212911487, "loss_fcos_loc": 0.23075627349317074, "loss_mask": 0.3078903444111347, "loss_maskiou": 0.00772549444809556, "loss_sem_seg": 0.3201127792708576, "lr": 0.01, "mask_rcnn/accuracy": 0.8753985385362937, "mask_rcnn/false_negative": 0.10760305764487235, "mask_rcnn/false_positive": 0.16733111676489493, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7858946928754449, "total_loss": 1.8161525735195028} {"data_time": 0.015356890857219696, "eta_seconds": 180688.25379631761, "iteration": 40199, "loss_fcos_cls": 0.2983871875330806, "loss_fcos_ctr": 0.6272099791094661, "loss_fcos_loc": 0.22665424877777696, "loss_mask": 0.31448248121887445, "loss_maskiou": 0.007809716451447457, "loss_sem_seg": 0.32300119078718126, "lr": 0.01, "mask_rcnn/accuracy": 0.8903109150262359, "mask_rcnn/false_negative": 0.08276031252856161, "mask_rcnn/false_positive": 0.1459268962928575, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7796654691919684, "total_loss": 1.7899319838761585} {"data_time": 0.014929906465113163, "eta_seconds": 180691.49971677456, "iteration": 40219, "loss_fcos_cls": 0.3192628896795213, "loss_fcos_ctr": 0.6290450375527143, "loss_fcos_loc": 0.23495069972705096, "loss_mask": 0.31007277593016624, "loss_maskiou": 0.008186177430616226, "loss_sem_seg": 0.34531678073108196, "lr": 0.01, "mask_rcnn/accuracy": 0.8601044469985797, "mask_rcnn/false_negative": 0.11256732493208017, "mask_rcnn/false_positive": 0.19084728062459697, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7902752719819546, "total_loss": 1.8427913329578587} {"data_time": 0.016342110000550747, "eta_seconds": 180534.63658943307, "iteration": 40239, "loss_fcos_cls": 0.32585832802578807, "loss_fcos_ctr": 0.6256041843444109, "loss_fcos_loc": 0.22738236479926854, "loss_mask": 0.31647037994116545, "loss_maskiou": 0.008458951298962347, "loss_sem_seg": 0.33966653514653444, "lr": 0.01, "mask_rcnn/accuracy": 0.8519626300039247, "mask_rcnn/false_negative": 0.10139932139734562, "mask_rcnn/false_positive": 0.21284822906135364, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7632194198668003, "total_loss": 1.8329969881015131} {"data_time": 0.015654416754841805, "eta_seconds": 180470.9759151293, "iteration": 40259, "loss_fcos_cls": 0.3173499330878258, "loss_fcos_ctr": 0.6257564602419734, "loss_fcos_loc": 0.23603083309717476, "loss_mask": 0.3325185412541032, "loss_maskiou": 0.009247360823792405, "loss_sem_seg": 0.36749388091266155, "lr": 0.01, "mask_rcnn/accuracy": 0.8456060473584595, "mask_rcnn/false_negative": 0.12448372578776107, "mask_rcnn/false_positive": 0.1873059926347506, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.7842035861685872, "total_loss": 1.8766578191280132} {"data_time": 0.01584908366203308, "eta_seconds": 180503.2066014735, "iteration": 40279, "loss_fcos_cls": 0.301970724016428, "loss_fcos_ctr": 0.624478523619473, "loss_fcos_loc": 0.22169923223555088, "loss_mask": 0.31050913129001856, "loss_maskiou": 0.007617945419042371, "loss_sem_seg": 0.3219797811470926, "lr": 0.01, "mask_rcnn/accuracy": 0.8818545046223618, "mask_rcnn/false_negative": 0.1107210410448393, "mask_rcnn/false_positive": 0.12534910818881673, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7926186108961701, "total_loss": 1.8052882283227518} {"data_time": 0.01626099832355976, "eta_seconds": 180439.55427494925, "iteration": 40299, "loss_fcos_cls": 0.3096565967425704, "loss_fcos_ctr": 0.6251774001866579, "loss_fcos_loc": 0.22057668439811096, "loss_mask": 0.3075015088543296, "loss_maskiou": 0.008143559702148195, "loss_sem_seg": 0.33401982369832695, "lr": 0.01, "mask_rcnn/accuracy": 0.8663430650037793, "mask_rcnn/false_negative": 0.08314574811568783, "mask_rcnn/false_positive": 0.1803494656786621, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7775083305314183, "total_loss": 1.809117778466316} {"data_time": 0.016149538569152355, "eta_seconds": 180360.51625782717, "iteration": 40319, "loss_fcos_cls": 0.304284387268126, "loss_fcos_ctr": 0.6288510961458087, "loss_fcos_loc": 0.23620368517003953, "loss_mask": 0.31795686949044466, "loss_maskiou": 0.008097521349554881, "loss_sem_seg": 0.36664262134581804, "lr": 0.01, "mask_rcnn/accuracy": 0.8650346209912536, "mask_rcnn/false_negative": 0.1028124818869218, "mask_rcnn/false_positive": 0.13367465564444067, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7815251462161541, "total_loss": 1.8487334695528261} {"data_time": 0.015126808546483517, "eta_seconds": 180316.1469021691, "iteration": 40339, "loss_fcos_cls": 0.31241702917031944, "loss_fcos_ctr": 0.6257228022441268, "loss_fcos_loc": 0.22218938148580492, "loss_mask": 0.31720534712076187, "loss_maskiou": 0.007976344713824801, "loss_sem_seg": 0.3447006791830063, "lr": 0.01, "mask_rcnn/accuracy": 0.858814165855361, "mask_rcnn/false_negative": 0.13481311688983916, "mask_rcnn/false_positive": 0.15609738878642887, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.25, "time": 0.7875084253028035, "total_loss": 1.834020356691326} {"data_time": 0.016278463415801525, "eta_seconds": 180329.10564636905, "iteration": 40359, "loss_fcos_cls": 0.31841837894171476, "loss_fcos_ctr": 0.6263269511982799, "loss_fcos_loc": 0.22387204319238663, "loss_mask": 0.3115469543263316, "loss_maskiou": 0.0075027675775345415, "loss_sem_seg": 0.35185130685567856, "lr": 0.01, "mask_rcnn/accuracy": 0.8623877676070428, "mask_rcnn/false_negative": 0.09514064657245028, "mask_rcnn/false_positive": 0.18664906626557853, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.5, "time": 0.7876507202163339, "total_loss": 1.8028991218743613} {"data_time": 0.015806415118277073, "eta_seconds": 180343.53411617782, "iteration": 40379, "loss_fcos_cls": 0.3059305264032446, "loss_fcos_ctr": 0.6277943761087954, "loss_fcos_loc": 0.23292894451878965, "loss_mask": 0.3153485096991062, "loss_maskiou": 0.007831093214917928, "loss_sem_seg": 0.3296007043682039, "lr": 0.01, "mask_rcnn/accuracy": 0.853263109655236, "mask_rcnn/false_negative": 0.12070431386034669, "mask_rcnn/false_positive": 0.18123150484378409, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 41.75, "time": 0.7952582472935319, "total_loss": 1.813091270509176} {"data_time": 0.014952989295125008, "eta_seconds": 180297.69503491092, "iteration": 40399, "loss_fcos_cls": 0.3070901148021221, "loss_fcos_ctr": 0.6255434434860945, "loss_fcos_loc": 0.23082868824712932, "loss_mask": 0.3292899690568447, "loss_maskiou": 0.007610010157804936, "loss_sem_seg": 0.3020590061787516, "lr": 0.01, "mask_rcnn/accuracy": 0.848298021970416, "mask_rcnn/false_negative": 0.12288075084290627, "mask_rcnn/false_positive": 0.18744764383039114, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7970540355890989, "total_loss": 1.8294928424438694} {"data_time": 0.015630184672772884, "eta_seconds": 180239.9365841411, "iteration": 40419, "loss_fcos_cls": 0.3008160311728716, "loss_fcos_ctr": 0.6280817328952253, "loss_fcos_loc": 0.23368600686080754, "loss_mask": 0.3123192247003317, "loss_maskiou": 0.007737203355645761, "loss_sem_seg": 0.3272919640876353, "lr": 0.01, "mask_rcnn/accuracy": 0.8556588198703127, "mask_rcnn/false_negative": 0.13394835792573884, "mask_rcnn/false_positive": 0.1638367568739149, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7660249536857009, "total_loss": 1.8088854223460658} {"data_time": 0.016286351718008518, "eta_seconds": 180228.7280647792, "iteration": 40439, "loss_fcos_cls": 0.3093339600600302, "loss_fcos_ctr": 0.626327546313405, "loss_fcos_loc": 0.22548695700243115, "loss_mask": 0.32360986806452274, "loss_maskiou": 0.008516714369761758, "loss_sem_seg": 0.37897331453859806, "lr": 0.01, "mask_rcnn/accuracy": 0.8324856505102041, "mask_rcnn/false_negative": 0.106319268552792, "mask_rcnn/false_positive": 0.218309870163649, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7976901736110449, "total_loss": 1.8456176147883525} {"data_time": 0.014832976274192333, "eta_seconds": 180213.02603106573, "iteration": 40459, "loss_fcos_cls": 0.30735168629325926, "loss_fcos_ctr": 0.6278080269694328, "loss_fcos_loc": 0.23155669844709337, "loss_mask": 0.31445917021483183, "loss_maskiou": 0.008055443147895858, "loss_sem_seg": 0.35209397971630096, "lr": 0.01, "mask_rcnn/accuracy": 0.8487437707641197, "mask_rcnn/false_negative": 0.09738249575123065, "mask_rcnn/false_positive": 0.17381211833376978, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.8025168729946017, "total_loss": 1.867114781154669} {"data_time": 0.014405274763703346, "eta_seconds": 180197.32399735227, "iteration": 40479, "loss_fcos_cls": 0.29858793690800667, "loss_fcos_ctr": 0.6255367808043957, "loss_fcos_loc": 0.2304665576084517, "loss_mask": 0.3247270220890641, "loss_maskiou": 0.007764077337924391, "loss_sem_seg": 0.3511462640017271, "lr": 0.01, "mask_rcnn/accuracy": 0.8545398950072014, "mask_rcnn/false_negative": 0.11875375713294867, "mask_rcnn/false_positive": 0.1926821201519741, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7867005420848727, "total_loss": 1.8387270004750462} {"data_time": 0.017156707122921944, "eta_seconds": 180185.71528807934, "iteration": 40499, "loss_fcos_cls": 0.30610572965815663, "loss_fcos_ctr": 0.6253078319132328, "loss_fcos_loc": 0.22857642662711442, "loss_mask": 0.31827766727656126, "loss_maskiou": 0.00845310818112921, "loss_sem_seg": 0.3287556797731668, "lr": 0.01, "mask_rcnn/accuracy": 0.8656664406268837, "mask_rcnn/false_negative": 0.10780582070292616, "mask_rcnn/false_positive": 0.15098297232799202, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7837777500972152, "total_loss": 1.8258378755126614} {"data_time": 0.014207771047949791, "eta_seconds": 180165.91992992535, "iteration": 40519, "loss_fcos_cls": 0.30298519181087613, "loss_fcos_ctr": 0.6268317829817533, "loss_fcos_loc": 0.2334205280058086, "loss_mask": 0.3116466673091054, "loss_maskiou": 0.00809079194732476, "loss_sem_seg": 0.3192000293638557, "lr": 0.01, "mask_rcnn/accuracy": 0.8440609056122449, "mask_rcnn/false_negative": 0.1049692140626397, "mask_rcnn/false_positive": 0.22360583557121727, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.0, "time": 0.786234000697732, "total_loss": 1.8136526531307027} {"data_time": 0.016563293524086475, "eta_seconds": 180143.02147431392, "iteration": 40539, "loss_fcos_cls": 0.31576237035915256, "loss_fcos_ctr": 0.6256600925698876, "loss_fcos_loc": 0.22519386548083276, "loss_mask": 0.3092241492122412, "loss_maskiou": 0.007497212267480791, "loss_sem_seg": 0.3267614678479731, "lr": 0.01, "mask_rcnn/accuracy": 0.8804141542980829, "mask_rcnn/false_negative": 0.10809942350103381, "mask_rcnn/false_positive": 0.14715897850933368, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.5, "time": 0.7905420633032918, "total_loss": 1.8099616060499102} {"data_time": 0.017863677814602852, "eta_seconds": 180127.9106892692, "iteration": 40559, "loss_fcos_cls": 0.3108670813962817, "loss_fcos_ctr": 0.6250203298404813, "loss_fcos_loc": 0.2243643581168726, "loss_mask": 0.3175808312371373, "loss_maskiou": 0.007369342936726753, "loss_sem_seg": 0.3662438893225044, "lr": 0.01, "mask_rcnn/accuracy": 0.8622831294321442, "mask_rcnn/false_negative": 0.10194231804797185, "mask_rcnn/false_positive": 0.1714881122091182, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7838827976956964, "total_loss": 1.862186611717334} {"data_time": 0.015262000262737274, "eta_seconds": 180112.20923131797, "iteration": 40579, "loss_fcos_cls": 0.32459193328395486, "loss_fcos_ctr": 0.6245283205062151, "loss_fcos_loc": 0.23236701427958906, "loss_mask": 0.3214744161814451, "loss_maskiou": 0.007980054084328003, "loss_sem_seg": 0.36465661972761154, "lr": 0.01, "mask_rcnn/accuracy": 0.836837397296581, "mask_rcnn/false_negative": 0.1355656803393201, "mask_rcnn/false_positive": 0.21065863018475417, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 28.0, "time": 0.7919808775186539, "total_loss": 1.88811881057336} {"data_time": 0.01655216421931982, "eta_seconds": 180035.7382112788, "iteration": 40599, "loss_fcos_cls": 0.30852102721109986, "loss_fcos_ctr": 0.6275187525898218, "loss_fcos_loc": 0.24101357732433826, "loss_mask": 0.3237397773191333, "loss_maskiou": 0.007948263853904791, "loss_sem_seg": 0.3835197864100337, "lr": 0.01, "mask_rcnn/accuracy": 0.8517899982311452, "mask_rcnn/false_negative": 0.10551204893623584, "mask_rcnn/false_positive": 0.1811056952889954, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.784598046913743, "total_loss": 1.8795561122678919} {"data_time": 0.015901357866823673, "eta_seconds": 180060.01136750262, "iteration": 40619, "loss_fcos_cls": 0.30044192960485816, "loss_fcos_ctr": 0.6259865229949355, "loss_fcos_loc": 0.22619275096803904, "loss_mask": 0.32136260299012065, "loss_maskiou": 0.007596092218591366, "loss_sem_seg": 0.33109818678349257, "lr": 0.01, "mask_rcnn/accuracy": 0.8463906758355516, "mask_rcnn/false_negative": 0.099672098437431, "mask_rcnn/false_positive": 0.20503678488837762, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.780123352073133, "total_loss": 1.7987365881854203} {"data_time": 0.016644936054944992, "eta_seconds": 179936.12556065898, "iteration": 40639, "loss_fcos_cls": 0.3139196957927197, "loss_fcos_ctr": 0.6259816437959671, "loss_fcos_loc": 0.23188761284109205, "loss_mask": 0.33020625077188015, "loss_maskiou": 0.008272997773019597, "loss_sem_seg": 0.32658653566613793, "lr": 0.01, "mask_rcnn/accuracy": 0.8516256087871341, "mask_rcnn/false_negative": 0.11285386147896839, "mask_rcnn/false_positive": 0.1984218621298145, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7830035788938403, "total_loss": 1.8583234862453537} {"data_time": 0.016320000402629375, "eta_seconds": 179871.4344963245, "iteration": 40659, "loss_fcos_cls": 0.30851544975303113, "loss_fcos_ctr": 0.6259616548195481, "loss_fcos_loc": 0.22939093434251845, "loss_mask": 0.3214743519201875, "loss_maskiou": 0.008178390475222841, "loss_sem_seg": 0.34661300852894783, "lr": 0.01, "mask_rcnn/accuracy": 0.8473017097892108, "mask_rcnn/false_negative": 0.11340174316954613, "mask_rcnn/false_positive": 0.19698667054779415, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 33.5, "time": 0.789411268197, "total_loss": 1.8542751409549965} {"data_time": 0.01613690797239542, "eta_seconds": 179834.3505837666, "iteration": 40679, "loss_fcos_cls": 0.3141767543274909, "loss_fcos_ctr": 0.6274557039141655, "loss_fcos_loc": 0.2388690090738237, "loss_mask": 0.3203631555661559, "loss_maskiou": 0.008286140706331935, "loss_sem_seg": 0.3695112564601004, "lr": 0.01, "mask_rcnn/accuracy": 0.8701317031496439, "mask_rcnn/false_negative": 0.08951197022057447, "mask_rcnn/false_positive": 0.1639160567192297, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.0, "time": 0.760130344890058, "total_loss": 1.917317210289184} {"data_time": 0.01573168206959963, "eta_seconds": 179854.62929763924, "iteration": 40699, "loss_fcos_cls": 0.310132339829579, "loss_fcos_ctr": 0.6276006628759205, "loss_fcos_loc": 0.23145782109349966, "loss_mask": 0.3311542859300971, "loss_maskiou": 0.008155952818924561, "loss_sem_seg": 0.34274845593608916, "lr": 0.01, "mask_rcnn/accuracy": 0.8831829483275524, "mask_rcnn/false_negative": 0.10485818941518965, "mask_rcnn/false_positive": 0.16967129216596516, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.0, "time": 0.7915295604616404, "total_loss": 1.8380334323592251} {"data_time": 0.016983548179268837, "eta_seconds": 179995.05208938103, "iteration": 40719, "loss_fcos_cls": 0.2990621430799365, "loss_fcos_ctr": 0.6243021124973893, "loss_fcos_loc": 0.22452332824468613, "loss_mask": 0.32024269644171, "loss_maskiou": 0.007730463992629666, "loss_sem_seg": 0.35534428316168487, "lr": 0.01, "mask_rcnn/accuracy": 0.8580598776777791, "mask_rcnn/false_negative": 0.1102223888055972, "mask_rcnn/false_positive": 0.16467827157921092, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.7808342967182398, "total_loss": 1.8538015315134544} {"data_time": 0.015494227409362793, "eta_seconds": 179986.59756770823, "iteration": 40739, "loss_fcos_cls": 0.3003439796157181, "loss_fcos_ctr": 0.6248012431897223, "loss_fcos_loc": 0.22819945216178894, "loss_mask": 0.3222525902092457, "loss_maskiou": 0.008274580643046647, "loss_sem_seg": 0.3350507663562894, "lr": 0.01, "mask_rcnn/accuracy": 0.8480778769841271, "mask_rcnn/false_negative": 0.1353696204917672, "mask_rcnn/false_positive": 0.15702391776006056, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7735058879479766, "total_loss": 1.8003684555296786} {"data_time": 0.01692755799740553, "eta_seconds": 179955.71089949366, "iteration": 40759, "loss_fcos_cls": 0.30512126442044973, "loss_fcos_ctr": 0.6234038919210434, "loss_fcos_loc": 0.22370550921186805, "loss_mask": 0.32432360108941793, "loss_maskiou": 0.008349047413503285, "loss_sem_seg": 0.325930954888463, "lr": 0.01, "mask_rcnn/accuracy": 0.8334549762833173, "mask_rcnn/false_negative": 0.1021864407832175, "mask_rcnn/false_positive": 0.18854347996111073, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.5, "time": 0.7829472022131085, "total_loss": 1.8155684982048115} {"data_time": 0.015946154482662678, "eta_seconds": 179934.4142089812, "iteration": 40779, "loss_fcos_cls": 0.3084821430966258, "loss_fcos_ctr": 0.6263843164779246, "loss_fcos_loc": 0.2231032478157431, "loss_mask": 0.3156105512753129, "loss_maskiou": 0.008527628611773252, "loss_sem_seg": 0.30144527833908796, "lr": 0.01, "mask_rcnn/accuracy": 0.8510892452218983, "mask_rcnn/false_negative": 0.13562486957381567, "mask_rcnn/false_positive": 0.17736637102451314, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7862867182120681, "total_loss": 1.7856260581756942} {"data_time": 0.017324351705610752, "eta_seconds": 179946.28335853573, "iteration": 40799, "loss_fcos_cls": 0.29672741203103215, "loss_fcos_ctr": 0.6261938028037548, "loss_fcos_loc": 0.22849333513295278, "loss_mask": 0.3162285378202796, "loss_maskiou": 0.008177270094165578, "loss_sem_seg": 0.3377809254452586, "lr": 0.01, "mask_rcnn/accuracy": 0.8542911749102722, "mask_rcnn/false_negative": 0.13061329897744814, "mask_rcnn/false_positive": 0.15905866931260654, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.8049234813079238, "total_loss": 1.8195354277922888} {"data_time": 0.017057149671018124, "eta_seconds": 179939.27947359812, "iteration": 40819, "loss_fcos_cls": 0.3143252118024975, "loss_fcos_ctr": 0.6285560335963964, "loss_fcos_loc": 0.22840879438444972, "loss_mask": 0.3189596803858876, "loss_maskiou": 0.00870284693519352, "loss_sem_seg": 0.3793079499155283, "lr": 0.01, "mask_rcnn/accuracy": 0.8634679725375214, "mask_rcnn/false_negative": 0.11945183741353413, "mask_rcnn/false_positive": 0.15020489699639517, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.75, "time": 0.7909335270524025, "total_loss": 1.9053147551749134} {"data_time": 0.016604752279818058, "eta_seconds": 179990.2424809076, "iteration": 40839, "loss_fcos_cls": 0.30308498872909695, "loss_fcos_ctr": 0.6261028219014406, "loss_fcos_loc": 0.22488278523087502, "loss_mask": 0.3171361777931452, "loss_maskiou": 0.007884817328886129, "loss_sem_seg": 0.3621038533747196, "lr": 0.01, "mask_rcnn/accuracy": 0.8448067333729607, "mask_rcnn/false_negative": 0.11477576252327046, "mask_rcnn/false_positive": 0.15890317865784076, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 44.25, "time": 0.8045235006138682, "total_loss": 1.8529849549231585} {"data_time": 0.015976066701114178, "eta_seconds": 179974.53385313228, "iteration": 40859, "loss_fcos_cls": 0.31114300806075335, "loss_fcos_ctr": 0.6255644466727972, "loss_fcos_loc": 0.22407107264734805, "loss_mask": 0.3103150250390172, "loss_maskiou": 0.00817968649789691, "loss_sem_seg": 0.3415991463698447, "lr": 0.01, "mask_rcnn/accuracy": 0.8786200428875357, "mask_rcnn/false_negative": 0.09883907406690456, "mask_rcnn/false_positive": 0.15564342140326548, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.789533406496048, "total_loss": 1.8044178486743476} {"data_time": 0.018644405528903008, "eta_seconds": 179932.25658932887, "iteration": 40879, "loss_fcos_cls": 0.31125756492838264, "loss_fcos_ctr": 0.6267666071653366, "loss_fcos_loc": 0.23516351671423763, "loss_mask": 0.30609802156686783, "loss_maskiou": 0.008276861102785915, "loss_sem_seg": 0.31562215369194746, "lr": 0.01, "mask_rcnn/accuracy": 0.8501971473113055, "mask_rcnn/false_negative": 0.09675362236083188, "mask_rcnn/false_positive": 0.15030268957953363, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.782617449760437, "total_loss": 1.8048881315335166} {"data_time": 0.01812105905264616, "eta_seconds": 179876.46823550295, "iteration": 40899, "loss_fcos_cls": 0.31885295175015926, "loss_fcos_ctr": 0.6287329457700253, "loss_fcos_loc": 0.23654146096669137, "loss_mask": 0.3377675209194422, "loss_maskiou": 0.007286882493644953, "loss_sem_seg": 0.3698262148536742, "lr": 0.01, "mask_rcnn/accuracy": 0.8567840695064373, "mask_rcnn/false_negative": 0.11833401341158392, "mask_rcnn/false_positive": 0.16514720173300954, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.0, "time": 0.7943683061748743, "total_loss": 1.907138708193088} {"data_time": 0.015790184028446674, "eta_seconds": 179829.87237781845, "iteration": 40919, "loss_fcos_cls": 0.2837075642310083, "loss_fcos_ctr": 0.6239140760153532, "loss_fcos_loc": 0.22020439605694264, "loss_mask": 0.300150029361248, "loss_maskiou": 0.007347789796767756, "loss_sem_seg": 0.337998861214146, "lr": 0.01, "mask_rcnn/accuracy": 0.8550514635980395, "mask_rcnn/false_negative": 0.13399455553566889, "mask_rcnn/false_positive": 0.1713459631189314, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.0, "time": 0.7773993797600269, "total_loss": 1.8174865379405674} {"data_time": 0.015329113230109215, "eta_seconds": 179740.68595047388, "iteration": 40939, "loss_fcos_cls": 0.3089260670822114, "loss_fcos_ctr": 0.6267260508611798, "loss_fcos_loc": 0.23332944989670068, "loss_mask": 0.31678324937820435, "loss_maskiou": 0.008669002694659866, "loss_sem_seg": 0.3519053270574659, "lr": 0.01, "mask_rcnn/accuracy": 0.8598373724489796, "mask_rcnn/false_negative": 0.10045271781890125, "mask_rcnn/false_positive": 0.1611077270437547, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7751779174432158, "total_loss": 1.8584738532372285} {"data_time": 0.015839481726288795, "eta_seconds": 179724.99225438852, "iteration": 40959, "loss_fcos_cls": 0.3083127299323678, "loss_fcos_ctr": 0.6262241685763001, "loss_fcos_loc": 0.23543425323441625, "loss_mask": 0.30738398991525173, "loss_maskiou": 0.007674155494896695, "loss_sem_seg": 0.3780106254853308, "lr": 0.01, "mask_rcnn/accuracy": 0.8543005509980552, "mask_rcnn/false_negative": 0.11804299361058883, "mask_rcnn/false_positive": 0.18268851916056966, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7859355248510838, "total_loss": 1.9001702436362393} {"data_time": 0.016083274967968464, "eta_seconds": 179813.6569974078, "iteration": 40979, "loss_fcos_cls": 0.3096649858634919, "loss_fcos_ctr": 0.6254981011152267, "loss_fcos_loc": 0.23008741764351726, "loss_mask": 0.3159203343093395, "loss_maskiou": 0.007368062433670275, "loss_sem_seg": 0.33447270188480616, "lr": 0.01, "mask_rcnn/accuracy": 0.8568881692287305, "mask_rcnn/false_negative": 0.12381712798711605, "mask_rcnn/false_positive": 0.16901200305004907, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.5, "time": 0.8116286527365446, "total_loss": 1.811511583502579} {"data_time": 0.017244108952581882, "eta_seconds": 179789.26285394933, "iteration": 40999, "loss_fcos_cls": 0.29711525421589613, "loss_fcos_ctr": 0.6259892079979181, "loss_fcos_loc": 0.2307024395558983, "loss_mask": 0.3243862260133028, "loss_maskiou": 0.009090906678466126, "loss_sem_seg": 0.30598508287221193, "lr": 0.01, "mask_rcnn/accuracy": 0.8479171613119071, "mask_rcnn/false_negative": 0.11040012903358158, "mask_rcnn/false_positive": 0.1757424776820998, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7846566000953317, "total_loss": 1.8084997470141388} {"data_time": 0.015426719561219215, "eta_seconds": 179754.76449241396, "iteration": 41019, "loss_fcos_cls": 0.29938348568975925, "loss_fcos_ctr": 0.6276096748188138, "loss_fcos_loc": 0.23551128432154655, "loss_mask": 0.30896806064993143, "loss_maskiou": 0.007431202422594652, "loss_sem_seg": 0.31048497767187655, "lr": 0.01, "mask_rcnn/accuracy": 0.8728414062993618, "mask_rcnn/false_negative": 0.10184793079335935, "mask_rcnn/false_positive": 0.14529069124282395, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7727826647460461, "total_loss": 1.7749762158637168} {"data_time": 0.015197314321994781, "eta_seconds": 179762.46487570554, "iteration": 41039, "loss_fcos_cls": 0.31469636829569936, "loss_fcos_ctr": 0.6266579981893301, "loss_fcos_loc": 0.2405673733446747, "loss_mask": 0.3166438937187195, "loss_maskiou": 0.007683429808821529, "loss_sem_seg": 0.31733466451987624, "lr": 0.01, "mask_rcnn/accuracy": 0.8632711078617494, "mask_rcnn/false_negative": 0.11343720349726374, "mask_rcnn/false_positive": 0.17510954143278884, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 28.25, "time": 0.7877668756991625, "total_loss": 1.834036979402299} {"data_time": 0.016840714029967785, "eta_seconds": 179819.81621326972, "iteration": 41059, "loss_fcos_cls": 0.2995454407064244, "loss_fcos_ctr": 0.6281333165243268, "loss_fcos_loc": 0.22953180386684835, "loss_mask": 0.3278904817998409, "loss_maskiou": 0.0073327067802893, "loss_sem_seg": 0.33551201969385147, "lr": 0.01, "mask_rcnn/accuracy": 0.8701302992414071, "mask_rcnn/false_negative": 0.10375136102629665, "mask_rcnn/false_positive": 0.1535368712752671, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.796821222640574, "total_loss": 1.8412198783626081} {"data_time": 0.016346432268619537, "eta_seconds": 179742.83965754136, "iteration": 41079, "loss_fcos_cls": 0.3155279594939202, "loss_fcos_ctr": 0.6231331806629896, "loss_fcos_loc": 0.22022512392140925, "loss_mask": 0.30896017886698246, "loss_maskiou": 0.0076057187834521756, "loss_sem_seg": 0.36867023818194866, "lr": 0.01, "mask_rcnn/accuracy": 0.868655843563479, "mask_rcnn/false_negative": 0.09277061153895703, "mask_rcnn/false_positive": 0.1724219326642883, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7848797729238868, "total_loss": 1.837490945486934} {"data_time": 0.015090662986040115, "eta_seconds": 179727.13617558405, "iteration": 41099, "loss_fcos_cls": 0.3127787155099213, "loss_fcos_ctr": 0.6264082477428019, "loss_fcos_loc": 0.2355689825490117, "loss_mask": 0.3297541905194521, "loss_maskiou": 0.008300743502331898, "loss_sem_seg": 0.3557339087128639, "lr": 0.01, "mask_rcnn/accuracy": 0.8625015674472554, "mask_rcnn/false_negative": 0.10506993599099598, "mask_rcnn/false_positive": 0.2103971331726755, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7752260528504848, "total_loss": 1.8786083500017412} {"data_time": 0.018150891177356243, "eta_seconds": 179778.84518947266, "iteration": 41119, "loss_fcos_cls": 0.3131128801032901, "loss_fcos_ctr": 0.625240015797317, "loss_fcos_loc": 0.22917215840425342, "loss_mask": 0.3239376740530133, "loss_maskiou": 0.00805506961478386, "loss_sem_seg": 0.3613978838548064, "lr": 0.01, "mask_rcnn/accuracy": 0.8530561895810955, "mask_rcnn/false_negative": 0.12710483433281236, "mask_rcnn/false_positive": 0.18992227840924703, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7989795645698905, "total_loss": 1.8620840551157016} {"data_time": 0.016125480644404888, "eta_seconds": 179797.40267070662, "iteration": 41139, "loss_fcos_cls": 0.30302994209341705, "loss_fcos_ctr": 0.6242395699955523, "loss_fcos_loc": 0.22533055978419725, "loss_mask": 0.3061840943992138, "loss_maskiou": 0.0074523472067085095, "loss_sem_seg": 0.3367245960980654, "lr": 0.01, "mask_rcnn/accuracy": 0.8788405820750476, "mask_rcnn/false_negative": 0.09622318227150761, "mask_rcnn/false_positive": 0.14226811794752428, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.790564713999629, "total_loss": 1.8041902344193659} {"data_time": 0.016422909684479237, "eta_seconds": 179747.42644432746, "iteration": 41159, "loss_fcos_cls": 0.3009566201362759, "loss_fcos_ctr": 0.6226017400622368, "loss_fcos_loc": 0.22115098778158426, "loss_mask": 0.3063133433461189, "loss_maskiou": 0.0074966320098610595, "loss_sem_seg": 0.3432065586093813, "lr": 0.01, "mask_rcnn/accuracy": 0.8556728632046878, "mask_rcnn/false_negative": 0.10929501719412182, "mask_rcnn/false_positive": 0.17520444163921498, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7778943395242095, "total_loss": 1.8214630142538226} {"data_time": 0.01675132941454649, "eta_seconds": 179765.97793644946, "iteration": 41179, "loss_fcos_cls": 0.31655605183914304, "loss_fcos_ctr": 0.6286483844742179, "loss_fcos_loc": 0.23184540448710322, "loss_mask": 0.310251516290009, "loss_maskiou": 0.008239388989750296, "loss_sem_seg": 0.3412501197308302, "lr": 0.01, "mask_rcnn/accuracy": 0.867733731423604, "mask_rcnn/false_negative": 0.09638974726901897, "mask_rcnn/false_positive": 0.18318124438283903, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7926293732598424, "total_loss": 1.8410096066945698} {"data_time": 0.015532180666923523, "eta_seconds": 179778.0004037954, "iteration": 41199, "loss_fcos_cls": 0.3059427384287119, "loss_fcos_ctr": 0.6263968627899885, "loss_fcos_loc": 0.23053955321665853, "loss_mask": 0.3112415922805667, "loss_maskiou": 0.008924150286475196, "loss_sem_seg": 0.3486447297036648, "lr": 0.01, "mask_rcnn/accuracy": 0.8510632219126897, "mask_rcnn/false_negative": 0.11521024687217968, "mask_rcnn/false_positive": 0.18923453680625865, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.5, "time": 0.781829047948122, "total_loss": 1.83386966616672} {"data_time": 0.015218336135149002, "eta_seconds": 179799.01038269047, "iteration": 41219, "loss_fcos_cls": 0.2974207359366119, "loss_fcos_ctr": 0.6246439209207892, "loss_fcos_loc": 0.2292443576734513, "loss_mask": 0.33303235936909914, "loss_maskiou": 0.008684909291332588, "loss_sem_seg": 0.372447878587991, "lr": 0.01, "mask_rcnn/accuracy": 0.8398918495969816, "mask_rcnn/false_negative": 0.13807250065438426, "mask_rcnn/false_positive": 0.17027729997501267, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.7875969177111983, "total_loss": 1.8619800621854665} {"data_time": 0.014959688298404217, "eta_seconds": 179799.5385300927, "iteration": 41239, "loss_fcos_cls": 0.3129584835842252, "loss_fcos_ctr": 0.6247833743691444, "loss_fcos_loc": 0.21971353003755212, "loss_mask": 0.3246562462300062, "loss_maskiou": 0.009380487230373546, "loss_sem_seg": 0.35605499998200685, "lr": 0.01, "mask_rcnn/accuracy": 0.866969320622986, "mask_rcnn/false_negative": 0.11093850270310568, "mask_rcnn/false_positive": 0.1718562935634444, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.25, "time": 0.7865076214075089, "total_loss": 1.8230455245939083} {"data_time": 0.017451398074626923, "eta_seconds": 179919.39671494067, "iteration": 41259, "loss_fcos_cls": 0.29917335975915194, "loss_fcos_ctr": 0.6258577676489949, "loss_fcos_loc": 0.23273035790771246, "loss_mask": 0.31577330734580755, "loss_maskiou": 0.008121939798002131, "loss_sem_seg": 0.3194595598615706, "lr": 0.01, "mask_rcnn/accuracy": 0.8606079931972789, "mask_rcnn/false_negative": 0.11792770057023605, "mask_rcnn/false_positive": 0.17379842089232939, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7882394650951028, "total_loss": 1.7806203604413895} {"data_time": 0.0158398961648345, "eta_seconds": 179791.42269517388, "iteration": 41279, "loss_fcos_cls": 0.32650839909911156, "loss_fcos_ctr": 0.6263772407546639, "loss_fcos_loc": 0.2374445020686835, "loss_mask": 0.31194660533219576, "loss_maskiou": 0.008213038207031786, "loss_sem_seg": 0.3276310181245208, "lr": 0.01, "mask_rcnn/accuracy": 0.8423714606456618, "mask_rcnn/false_negative": 0.11785379014118402, "mask_rcnn/false_positive": 0.19489061396283708, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.5, "time": 0.7860408322885633, "total_loss": 1.8277712395210983} {"data_time": 0.017465410754084587, "eta_seconds": 179886.81104230415, "iteration": 41299, "loss_fcos_cls": 0.301066130399704, "loss_fcos_ctr": 0.6241731480695307, "loss_fcos_loc": 0.21762294368818402, "loss_mask": 0.3025701195001602, "loss_maskiou": 0.007374076143605635, "loss_sem_seg": 0.32271823147311807, "lr": 0.01, "mask_rcnn/accuracy": 0.8643983843537415, "mask_rcnn/false_negative": 0.09161582205336599, "mask_rcnn/false_positive": 0.1868132750745251, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.75, "time": 0.7889359127730131, "total_loss": 1.786985024009482} {"data_time": 0.016208683140575886, "eta_seconds": 179925.73221718892, "iteration": 41319, "loss_fcos_cls": 0.30649791029281914, "loss_fcos_ctr": 0.6288488628342748, "loss_fcos_loc": 0.23656316089909524, "loss_mask": 0.32872206065803766, "loss_maskiou": 0.008272685226984322, "loss_sem_seg": 0.3190906811505556, "lr": 0.01, "mask_rcnn/accuracy": 0.8437568637968386, "mask_rcnn/false_negative": 0.13090722822023784, "mask_rcnn/false_positive": 0.18817568397670492, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7989375554025173, "total_loss": 1.840350796468556} {"data_time": 0.015359332785010338, "eta_seconds": 179938.356188789, "iteration": 41339, "loss_fcos_cls": 0.3024064938072115, "loss_fcos_ctr": 0.6241961997002363, "loss_fcos_loc": 0.22803295589983463, "loss_mask": 0.3083011694252491, "loss_maskiou": 0.007212853408418596, "loss_sem_seg": 0.3260131999850273, "lr": 0.01, "mask_rcnn/accuracy": 0.8716305272108843, "mask_rcnn/false_negative": 0.10479180207355242, "mask_rcnn/false_positive": 0.1538008634347147, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7980723967775702, "total_loss": 1.7711234670277918} {"data_time": 0.015355237759649754, "eta_seconds": 179894.2603009008, "iteration": 41359, "loss_fcos_cls": 0.29363896953873336, "loss_fcos_ctr": 0.6258050040341914, "loss_fcos_loc": 0.2285023039439693, "loss_mask": 0.30232755094766617, "loss_maskiou": 0.007881009543780237, "loss_sem_seg": 0.3060940627474338, "lr": 0.01, "mask_rcnn/accuracy": 0.8654040385713317, "mask_rcnn/false_negative": 0.10586718776852125, "mask_rcnn/false_positive": 0.18020425110558985, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.7770375236868858, "total_loss": 1.8017569844378158} {"data_time": 0.01685385685414076, "eta_seconds": 179840.60565098282, "iteration": 41379, "loss_fcos_cls": 0.3027102480409667, "loss_fcos_ctr": 0.6242997720837593, "loss_fcos_loc": 0.21363463066518307, "loss_mask": 0.3073324505239725, "loss_maskiou": 0.007352221931796521, "loss_sem_seg": 0.31558093102648854, "lr": 0.01, "mask_rcnn/accuracy": 0.8597870931734115, "mask_rcnn/false_negative": 0.118123400547007, "mask_rcnn/false_positive": 0.17799079841364812, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7809557877480984, "total_loss": 1.773729800217552} {"data_time": 0.016368908807635307, "eta_seconds": 179808.1551505318, "iteration": 41399, "loss_fcos_cls": 0.31513456301763654, "loss_fcos_ctr": 0.623259961605072, "loss_fcos_loc": 0.2243196212220937, "loss_mask": 0.3100943686440587, "loss_maskiou": 0.0075406389514682814, "loss_sem_seg": 0.359747480135411, "lr": 0.01, "mask_rcnn/accuracy": 0.8662347610697521, "mask_rcnn/false_negative": 0.103924160135388, "mask_rcnn/false_positive": 0.15641416242692463, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.75, "time": 0.7813091762363911, "total_loss": 1.8325341595918871} {"data_time": 0.015934654511511326, "eta_seconds": 179838.0017207982, "iteration": 41419, "loss_fcos_cls": 0.30883449548855424, "loss_fcos_ctr": 0.6273329351097345, "loss_fcos_loc": 0.23199041956104338, "loss_mask": 0.3130256962031126, "loss_maskiou": 0.008024287322768942, "loss_sem_seg": 0.33960978919640183, "lr": 0.01, "mask_rcnn/accuracy": 0.8605280306045899, "mask_rcnn/false_negative": 0.1188725967938888, "mask_rcnn/false_positive": 0.16938513959611032, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7875300366431475, "total_loss": 1.854359773977194} {"data_time": 0.017370560206472874, "eta_seconds": 179793.40772804897, "iteration": 41439, "loss_fcos_cls": 0.2992836316116154, "loss_fcos_ctr": 0.6270106956362724, "loss_fcos_loc": 0.22098417428787798, "loss_mask": 0.32265647780150175, "loss_maskiou": 0.008161896606907248, "loss_sem_seg": 0.354607455432415, "lr": 0.01, "mask_rcnn/accuracy": 0.850326670210813, "mask_rcnn/false_negative": 0.12668813913543753, "mask_rcnn/false_positive": 0.16463967801622612, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.5, "time": 0.7895908579230309, "total_loss": 1.808448626252357} {"data_time": 0.015792900696396828, "eta_seconds": 179777.67508707102, "iteration": 41459, "loss_fcos_cls": 0.3097112984396517, "loss_fcos_ctr": 0.6259428318589926, "loss_fcos_loc": 0.23122817184776068, "loss_mask": 0.3130374727770686, "loss_maskiou": 0.007757346844300628, "loss_sem_seg": 0.3266409335192293, "lr": 0.01, "mask_rcnn/accuracy": 0.8562640333911342, "mask_rcnn/false_negative": 0.11909411281441565, "mask_rcnn/false_positive": 0.14803592440030283, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.7955711912363768, "total_loss": 1.7996868275949964} {"data_time": 0.01808362454175949, "eta_seconds": 179642.32209808752, "iteration": 41479, "loss_fcos_cls": 0.30622710892930627, "loss_fcos_ctr": 0.6274108793586493, "loss_fcos_loc": 0.22867422073613852, "loss_mask": 0.32499991450458765, "loss_maskiou": 0.007936162946862169, "loss_sem_seg": 0.31089455529581755, "lr": 0.01, "mask_rcnn/accuracy": 0.8487710168046547, "mask_rcnn/false_negative": 0.11027370450283593, "mask_rcnn/false_positive": 0.18689321970943173, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7786867478862405, "total_loss": 1.8122655437909998} {"data_time": 0.015772845596075058, "eta_seconds": 179604.18207834754, "iteration": 41499, "loss_fcos_cls": 0.30851667118258774, "loss_fcos_ctr": 0.6306487638503313, "loss_fcos_loc": 0.23235823848517612, "loss_mask": 0.308700711466372, "loss_maskiou": 0.007459144355379976, "loss_sem_seg": 0.3228313443250954, "lr": 0.01, "mask_rcnn/accuracy": 0.858343081134893, "mask_rcnn/false_negative": 0.10964438406298838, "mask_rcnn/false_positive": 0.1575734266332362, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7845063218846917, "total_loss": 1.8246397639013594} {"data_time": 0.016419580206274986, "eta_seconds": 179713.76808040496, "iteration": 41519, "loss_fcos_cls": 0.305277933832258, "loss_fcos_ctr": 0.6271138554438949, "loss_fcos_loc": 0.23151442781090736, "loss_mask": 0.31246748100966215, "loss_maskiou": 0.0073941566224675626, "loss_sem_seg": 0.3260596136096865, "lr": 0.01, "mask_rcnn/accuracy": 0.8536617772108843, "mask_rcnn/false_negative": 0.10630245028869936, "mask_rcnn/false_positive": 0.20192739582927705, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7982371179386973, "total_loss": 1.8345457857649308} {"data_time": 0.01603513304144144, "eta_seconds": 179716.19689723197, "iteration": 41539, "loss_fcos_cls": 0.3136222823522985, "loss_fcos_ctr": 0.628185442648828, "loss_fcos_loc": 0.23749835509806871, "loss_mask": 0.32604686729609966, "loss_maskiou": 0.008477316558128223, "loss_sem_seg": 0.34917057724669576, "lr": 0.01, "mask_rcnn/accuracy": 0.8596345582243786, "mask_rcnn/false_negative": 0.08664028141635631, "mask_rcnn/false_positive": 0.1735899265550113, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.8064794838428497, "total_loss": 1.8703470742620993} {"data_time": 0.018205207772552967, "eta_seconds": 179700.46412910987, "iteration": 41559, "loss_fcos_cls": 0.30483010481111705, "loss_fcos_ctr": 0.624964140355587, "loss_fcos_loc": 0.2179799396544695, "loss_mask": 0.3179390439763665, "loss_maskiou": 0.007601576391607523, "loss_sem_seg": 0.3418109524063766, "lr": 0.01, "mask_rcnn/accuracy": 0.8443898347382431, "mask_rcnn/false_negative": 0.11929305830878452, "mask_rcnn/false_positive": 0.20449364760375516, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.75, "time": 0.7794283721596003, "total_loss": 1.8176104221929563} {"data_time": 0.015799161978065968, "eta_seconds": 179683.27924120333, "iteration": 41579, "loss_fcos_cls": 0.30876779137179255, "loss_fcos_ctr": 0.626324680633843, "loss_fcos_loc": 0.22786652867216617, "loss_mask": 0.31340174889191985, "loss_maskiou": 0.007766393420752138, "loss_sem_seg": 0.35177242988720536, "lr": 0.01, "mask_rcnn/accuracy": 0.8645040227629514, "mask_rcnn/false_negative": 0.119351874711152, "mask_rcnn/false_positive": 0.15613328885335187, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.0, "time": 0.7790116937831044, "total_loss": 1.8362283684982685} {"data_time": 0.01636174600571394, "eta_seconds": 179696.38522463385, "iteration": 41599, "loss_fcos_cls": 0.30602326849475503, "loss_fcos_ctr": 0.6267656842246652, "loss_fcos_loc": 0.23231483506970108, "loss_mask": 0.3305310998111963, "loss_maskiou": 0.0086099109321367, "loss_sem_seg": 0.35563550563529134, "lr": 0.01, "mask_rcnn/accuracy": 0.8637685921826357, "mask_rcnn/false_negative": 0.07674785659250943, "mask_rcnn/false_positive": 0.20398104933702796, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.5, "time": 0.796121995896101, "total_loss": 1.8891539058677154} {"data_time": 0.01628020405769348, "eta_seconds": 179784.34209644515, "iteration": 41619, "loss_fcos_cls": 0.3085411321371794, "loss_fcos_ctr": 0.6259504649788141, "loss_fcos_loc": 0.22641747095622122, "loss_mask": 0.31163088604807854, "loss_maskiou": 0.007854760391637683, "loss_sem_seg": 0.3135454719886184, "lr": 0.01, "mask_rcnn/accuracy": 0.8456598779621739, "mask_rcnn/false_negative": 0.12371619503379816, "mask_rcnn/false_positive": 0.22119276361081885, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7955553587526083, "total_loss": 1.7978627949632937} {"data_time": 0.015430993400514126, "eta_seconds": 179782.68307190854, "iteration": 41639, "loss_fcos_cls": 0.29499284317716956, "loss_fcos_ctr": 0.6273379325866699, "loss_fcos_loc": 0.23017423460260034, "loss_mask": 0.31351881101727486, "loss_maskiou": 0.007868920161854476, "loss_sem_seg": 0.3166486502159387, "lr": 0.01, "mask_rcnn/accuracy": 0.8511047107522254, "mask_rcnn/false_negative": 0.11179142318921503, "mask_rcnn/false_positive": 0.17747131058418653, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7717569814994931, "total_loss": 1.7998101513658185} {"data_time": 0.015479565598070621, "eta_seconds": 179780.82933633495, "iteration": 41659, "loss_fcos_cls": 0.31835734634660184, "loss_fcos_ctr": 0.6261096242815256, "loss_fcos_loc": 0.2322911019437015, "loss_mask": 0.30159982945770025, "loss_maskiou": 0.008260926362709142, "loss_sem_seg": 0.31220706505700946, "lr": 0.01, "mask_rcnn/accuracy": 0.8730245360506841, "mask_rcnn/false_negative": 0.11244617468370287, "mask_rcnn/false_positive": 0.14461407613095878, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.0, "time": 0.799260544590652, "total_loss": 1.8428837744431803} {"data_time": 0.014982343651354313, "eta_seconds": 179896.29246061575, "iteration": 41679, "loss_fcos_cls": 0.3057736628688872, "loss_fcos_ctr": 0.626240624114871, "loss_fcos_loc": 0.23815559432841837, "loss_mask": 0.32612826861441135, "loss_maskiou": 0.008632863304228522, "loss_sem_seg": 0.3554941229522228, "lr": 0.01, "mask_rcnn/accuracy": 0.8502789373325088, "mask_rcnn/false_negative": 0.10707019648416914, "mask_rcnn/false_positive": 0.1771466863569789, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7976390738040209, "total_loss": 1.8736983556882478} {"data_time": 0.01694901380687952, "eta_seconds": 179850.26180524565, "iteration": 41699, "loss_fcos_cls": 0.30392777151428163, "loss_fcos_ctr": 0.6236504316329956, "loss_fcos_loc": 0.2246721046976745, "loss_mask": 0.31759010069072247, "loss_maskiou": 0.008389013193664141, "loss_sem_seg": 0.3240965432487428, "lr": 0.01, "mask_rcnn/accuracy": 0.8499745006698332, "mask_rcnn/false_negative": 0.1160414657552584, "mask_rcnn/false_positive": 0.17132829737620214, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.75, "time": 0.7944798767566681, "total_loss": 1.8388931614754256} {"data_time": 0.017340555787086487, "eta_seconds": 179818.64521380328, "iteration": 41719, "loss_fcos_cls": 0.30782675091177225, "loss_fcos_ctr": 0.6262753019109368, "loss_fcos_loc": 0.2306522850994952, "loss_mask": 0.31088067404925823, "loss_maskiou": 0.008030636832700111, "loss_sem_seg": 0.3370723519474268, "lr": 0.01, "mask_rcnn/accuracy": 0.8790983854423704, "mask_rcnn/false_negative": 0.10648147365960169, "mask_rcnn/false_positive": 0.1472636965165543, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.5, "time": 0.7802395764738321, "total_loss": 1.8064753970393213} {"data_time": 0.01603658962994814, "eta_seconds": 179921.74755217507, "iteration": 41739, "loss_fcos_cls": 0.31302486662752926, "loss_fcos_ctr": 0.6290914523415267, "loss_fcos_loc": 0.22810278413817286, "loss_mask": 0.33155085146427155, "loss_maskiou": 0.007581101766845677, "loss_sem_seg": 0.3432669974863529, "lr": 0.01, "mask_rcnn/accuracy": 0.8494861082187977, "mask_rcnn/false_negative": 0.11085137291851538, "mask_rcnn/false_positive": 0.1762982068608026, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.5, "time": 0.8144029388204217, "total_loss": 1.8361264443665277} {"data_time": 0.015459475107491016, "eta_seconds": 179940.0915412614, "iteration": 41759, "loss_fcos_cls": 0.31781657435931265, "loss_fcos_ctr": 0.6268189735710621, "loss_fcos_loc": 0.23627638479229063, "loss_mask": 0.31594512425363064, "loss_maskiou": 0.008565050113247707, "loss_sem_seg": 0.3291079835034907, "lr": 0.01, "mask_rcnn/accuracy": 0.8518352862936458, "mask_rcnn/false_negative": 0.10225524466242193, "mask_rcnn/false_positive": 0.17589772338776036, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.8026220100000501, "total_loss": 1.8459071855904767} {"data_time": 0.015808425843715668, "eta_seconds": 180078.8514529979, "iteration": 41779, "loss_fcos_cls": 0.3168994073057547, "loss_fcos_ctr": 0.624839291209355, "loss_fcos_loc": 0.23025782103650272, "loss_mask": 0.3113104347139597, "loss_maskiou": 0.008376836718525738, "loss_sem_seg": 0.3823483227752149, "lr": 0.01, "mask_rcnn/accuracy": 0.8439401455026455, "mask_rcnn/false_negative": 0.11569156457530083, "mask_rcnn/false_positive": 0.1887661402756999, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.75, "time": 0.798642941750586, "total_loss": 1.8942711053823587} {"data_time": 0.01719360612332821, "eta_seconds": 179962.74446581397, "iteration": 41799, "loss_fcos_cls": 0.31013538129627705, "loss_fcos_ctr": 0.62708396371454, "loss_fcos_loc": 0.22836248367093503, "loss_mask": 0.3051128704100847, "loss_maskiou": 0.008227472571888939, "loss_sem_seg": 0.3392439717426896, "lr": 0.01, "mask_rcnn/accuracy": 0.8793319623767875, "mask_rcnn/false_negative": 0.11240204391494268, "mask_rcnn/false_positive": 0.16800596776516563, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.7904227925464511, "total_loss": 1.8171543189164368} {"data_time": 0.015262254513800144, "eta_seconds": 179995.43764685374, "iteration": 41819, "loss_fcos_cls": 0.3045362737029791, "loss_fcos_ctr": 0.6256763497367501, "loss_fcos_loc": 0.23295227740891278, "loss_mask": 0.3291336912661791, "loss_maskiou": 0.008405556625803001, "loss_sem_seg": 0.32704475056380033, "lr": 0.01, "mask_rcnn/accuracy": 0.8546951870416784, "mask_rcnn/false_negative": 0.11852052235369817, "mask_rcnn/false_positive": 0.18304250671010075, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.7949560396373272, "total_loss": 1.8133424909901805} {"data_time": 0.017020451836287975, "eta_seconds": 179824.86380970478, "iteration": 41839, "loss_fcos_cls": 0.30768058728426695, "loss_fcos_ctr": 0.6276741595938802, "loss_fcos_loc": 0.2371081484016031, "loss_mask": 0.3234621500596404, "loss_maskiou": 0.008801541553111747, "loss_sem_seg": 0.33437716867774725, "lr": 0.01, "mask_rcnn/accuracy": 0.8545945578995129, "mask_rcnn/false_negative": 0.1251794275275317, "mask_rcnn/false_positive": 0.1944960320403471, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7811624864116311, "total_loss": 1.8518285932368599} {"data_time": 0.015172124840319157, "eta_seconds": 179793.34065507073, "iteration": 41859, "loss_fcos_cls": 0.31236844742670655, "loss_fcos_ctr": 0.6277295709587634, "loss_fcos_loc": 0.2311731980589684, "loss_mask": 0.322832721285522, "loss_maskiou": 0.0079276835458586, "loss_sem_seg": 0.37722626980394125, "lr": 0.01, "mask_rcnn/accuracy": 0.8776844583987441, "mask_rcnn/false_negative": 0.0968890292994103, "mask_rcnn/false_positive": 0.1802566019374312, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.25, "time": 0.7827901942655444, "total_loss": 1.8776562663988443} {"data_time": 0.017086749896407127, "eta_seconds": 179777.5790567035, "iteration": 41879, "loss_fcos_cls": 0.30752136232331395, "loss_fcos_ctr": 0.6269501866772771, "loss_fcos_loc": 0.23440780508099124, "loss_mask": 0.3096792008727789, "loss_maskiou": 0.00795540649414761, "loss_sem_seg": 0.32376560755074024, "lr": 0.01, "mask_rcnn/accuracy": 0.8459014827771916, "mask_rcnn/false_negative": 0.10223974215085621, "mask_rcnn/false_positive": 0.18662589945842517, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.0, "time": 0.7824255619198084, "total_loss": 1.8212380082259187} {"data_time": 0.01773578766733408, "eta_seconds": 179777.57486975193, "iteration": 41899, "loss_fcos_cls": 0.3106210078112781, "loss_fcos_ctr": 0.6239419146440923, "loss_fcos_loc": 0.21716807869961485, "loss_mask": 0.3157753739506006, "loss_maskiou": 0.00853834928420838, "loss_sem_seg": 0.32860949635505676, "lr": 0.01, "mask_rcnn/accuracy": 0.8487343140784713, "mask_rcnn/false_negative": 0.12334779803493282, "mask_rcnn/false_positive": 0.17632808909911746, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.80601966381073, "total_loss": 1.8129505764954956} {"data_time": 0.015838799066841602, "eta_seconds": 179813.9511254439, "iteration": 41919, "loss_fcos_cls": 0.31235802732408047, "loss_fcos_ctr": 0.6236290019005537, "loss_fcos_loc": 0.21923753106966615, "loss_mask": 0.3131966721266508, "loss_maskiou": 0.008395184413529932, "loss_sem_seg": 0.39633584674447775, "lr": 0.01, "mask_rcnn/accuracy": 0.8382054656969171, "mask_rcnn/false_negative": 0.12272024581860128, "mask_rcnn/false_positive": 0.18381769839113138, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7867338648065925, "total_loss": 1.8675659062864725} {"data_time": 0.017463610507547855, "eta_seconds": 179900.77835218143, "iteration": 41939, "loss_fcos_cls": 0.31248101172968745, "loss_fcos_ctr": 0.6266090655699372, "loss_fcos_loc": 0.2284037519712001, "loss_mask": 0.31201470363885164, "loss_maskiou": 0.007979593676282093, "loss_sem_seg": 0.3188961921259761, "lr": 0.01, "mask_rcnn/accuracy": 0.8378195912993243, "mask_rcnn/false_negative": 0.12992479696876058, "mask_rcnn/false_positive": 0.22070238677006304, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.75, "time": 0.7839435935020447, "total_loss": 1.8248277281381888} {"data_time": 0.015667743980884552, "eta_seconds": 179956.60647897515, "iteration": 41959, "loss_fcos_cls": 0.3136297585442662, "loss_fcos_ctr": 0.6277537904679775, "loss_fcos_loc": 0.24221265292726457, "loss_mask": 0.3270704345777631, "loss_maskiou": 0.008630273179733194, "loss_sem_seg": 0.3659705277532339, "lr": 0.01, "mask_rcnn/accuracy": 0.8421086584441715, "mask_rcnn/false_negative": 0.13731328379430136, "mask_rcnn/false_positive": 0.13788532730222325, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.7976853270083666, "total_loss": 1.8705014898005174} {"data_time": 0.016496988013386726, "eta_seconds": 179820.79375567753, "iteration": 41979, "loss_fcos_cls": 0.3039354011416435, "loss_fcos_ctr": 0.6269238591194153, "loss_fcos_loc": 0.22265863325446844, "loss_mask": 0.32304973620921373, "loss_maskiou": 0.007304467071662657, "loss_sem_seg": 0.33605385525152087, "lr": 0.01, "mask_rcnn/accuracy": 0.857109819337571, "mask_rcnn/false_negative": 0.10021722581520637, "mask_rcnn/false_positive": 0.17589202959694372, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.809220845811069, "total_loss": 1.8364767616476456} {"data_time": 0.016910623759031296, "eta_seconds": 179925.0408207858, "iteration": 41999, "loss_fcos_cls": 0.3036778497043997, "loss_fcos_ctr": 0.6253083450719714, "loss_fcos_loc": 0.21966864028945565, "loss_mask": 0.3251235829666257, "loss_maskiou": 0.008360097417607903, "loss_sem_seg": 0.34097050526179373, "lr": 0.01, "mask_rcnn/accuracy": 0.8740850667189952, "mask_rcnn/false_negative": 0.08387563527854194, "mask_rcnn/false_positive": 0.19599968846130644, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.75, "time": 0.8135682279244065, "total_loss": 1.8472880093759159} {"data_time": 0.01810393389314413, "eta_seconds": 180051.71031039674, "iteration": 42019, "loss_fcos_cls": 0.31280586402863264, "loss_fcos_ctr": 0.6244295439682901, "loss_fcos_loc": 0.22961413324810565, "loss_mask": 0.3100419146940112, "loss_maskiou": 0.00770248266053386, "loss_sem_seg": 0.3329835420008749, "lr": 0.01, "mask_rcnn/accuracy": 0.8584765533368519, "mask_rcnn/false_negative": 0.11592174861538795, "mask_rcnn/false_positive": 0.17156844729698742, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.25, "time": 0.7955439016222954, "total_loss": 1.817612469863434} {"data_time": 0.015948514454066753, "eta_seconds": 180058.7607251415, "iteration": 42039, "loss_fcos_cls": 0.2781723407097161, "loss_fcos_ctr": 0.6242416547611356, "loss_fcos_loc": 0.2297974955290556, "loss_mask": 0.31484245229512453, "loss_maskiou": 0.007657100366486702, "loss_sem_seg": 0.3368057406041771, "lr": 0.01, "mask_rcnn/accuracy": 0.8433930380662903, "mask_rcnn/false_negative": 0.1233044942238593, "mask_rcnn/false_positive": 0.18717438647013365, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.25, "time": 0.7858541747555137, "total_loss": 1.780830231931759} {"data_time": 0.014730099588632584, "eta_seconds": 179942.72357337363, "iteration": 42059, "loss_fcos_cls": 0.30996864568442106, "loss_fcos_ctr": 0.6274211378768086, "loss_fcos_loc": 0.2254341064253822, "loss_mask": 0.31431172229349613, "loss_maskiou": 0.008329943389981054, "loss_sem_seg": 0.34372586011886597, "lr": 0.01, "mask_rcnn/accuracy": 0.860568647822032, "mask_rcnn/false_negative": 0.10077921643085541, "mask_rcnn/false_positive": 0.16233136270705015, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7862278958782554, "total_loss": 1.8172012780996738} {"data_time": 0.0154908187687397, "eta_seconds": 180027.1660645241, "iteration": 42079, "loss_fcos_cls": 0.30330589646473527, "loss_fcos_ctr": 0.6287389937788248, "loss_fcos_loc": 0.2317206955049187, "loss_mask": 0.31978714838624, "loss_maskiou": 0.008112124807666987, "loss_sem_seg": 0.30831590585876256, "lr": 0.01, "mask_rcnn/accuracy": 0.8651844866411383, "mask_rcnn/false_negative": 0.08281897630200794, "mask_rcnn/false_positive": 0.18685646577327703, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 41.75, "time": 0.801630275323987, "total_loss": 1.8049404666817281} {"data_time": 0.016339385882019997, "eta_seconds": 180113.8355020238, "iteration": 42099, "loss_fcos_cls": 0.31323639303445816, "loss_fcos_ctr": 0.6218281574547291, "loss_fcos_loc": 0.21870037249755114, "loss_mask": 0.30303225945681334, "loss_maskiou": 0.007314901347854175, "loss_sem_seg": 0.3477978352457285, "lr": 0.01, "mask_rcnn/accuracy": 0.8683976934808166, "mask_rcnn/false_negative": 0.09468103559716318, "mask_rcnn/false_positive": 0.15790512502332155, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7980789542198181, "total_loss": 1.8556028091516055} {"data_time": 0.015082954429090023, "eta_seconds": 180098.02917949762, "iteration": 42119, "loss_fcos_cls": 0.3095823177136481, "loss_fcos_ctr": 0.6236018678173423, "loss_fcos_loc": 0.22520991298370063, "loss_mask": 0.30129842227324843, "loss_maskiou": 0.007897526171291247, "loss_sem_seg": 0.3294789185747504, "lr": 0.01, "mask_rcnn/accuracy": 0.8519519171304886, "mask_rcnn/false_negative": 0.10036845482102486, "mask_rcnn/false_positive": 0.17195853153340357, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7988699385896325, "total_loss": 1.7607697678467957} {"data_time": 0.016528623178601265, "eta_seconds": 180082.22285697144, "iteration": 42139, "loss_fcos_cls": 0.31027915177401155, "loss_fcos_ctr": 0.6244597462937236, "loss_fcos_loc": 0.23469968151766807, "loss_mask": 0.32099868170917034, "loss_maskiou": 0.007479408464860171, "loss_sem_seg": 0.3458018156234175, "lr": 0.01, "mask_rcnn/accuracy": 0.8567133509233389, "mask_rcnn/false_negative": 0.11434731536696222, "mask_rcnn/false_positive": 0.1622402058672927, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.7966614430770278, "total_loss": 1.8504356606281362} {"data_time": 0.015406985767185688, "eta_seconds": 180076.19440939184, "iteration": 42159, "loss_fcos_cls": 0.2985665239393711, "loss_fcos_ctr": 0.6243686433881521, "loss_fcos_loc": 0.22884471458382905, "loss_mask": 0.33048747666180134, "loss_maskiou": 0.0088819756929297, "loss_sem_seg": 0.3530347505584359, "lr": 0.01, "mask_rcnn/accuracy": 0.8449301984983458, "mask_rcnn/false_negative": 0.1192437276447135, "mask_rcnn/false_positive": 0.17172253737906676, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.7878224235028028, "total_loss": 1.8547759388602572} {"data_time": 0.016749953851103783, "eta_seconds": 179973.26229824778, "iteration": 42179, "loss_fcos_cls": 0.3104779813438654, "loss_fcos_ctr": 0.6251250114291906, "loss_fcos_loc": 0.21142832504119724, "loss_mask": 0.3128623813390732, "loss_maskiou": 0.008053523088165093, "loss_sem_seg": 0.3062666745390743, "lr": 0.01, "mask_rcnn/accuracy": 0.8585338230119635, "mask_rcnn/false_negative": 0.1111899873549825, "mask_rcnn/false_positive": 0.16805368473435367, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7797634238377213, "total_loss": 1.7729230144032044} {"data_time": 0.016562805511057377, "eta_seconds": 179957.46276595723, "iteration": 42199, "loss_fcos_cls": 0.31068840622901917, "loss_fcos_ctr": 0.6234134351834655, "loss_fcos_loc": 0.22610469721257687, "loss_mask": 0.32971026189625263, "loss_maskiou": 0.008059023937676102, "loss_sem_seg": 0.3362587704323232, "lr": 0.01, "mask_rcnn/accuracy": 0.8501466547956695, "mask_rcnn/false_negative": 0.11135732491494152, "mask_rcnn/false_positive": 0.16954908466058422, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.0, "time": 0.7843146966770291, "total_loss": 1.8407724076823797} {"data_time": 0.016618712805211544, "eta_seconds": 179985.64656820614, "iteration": 42219, "loss_fcos_cls": 0.29673570301383734, "loss_fcos_ctr": 0.6239591268822551, "loss_fcos_loc": 0.2169476953567937, "loss_mask": 0.30722206085920334, "loss_maskiou": 0.008402686056797393, "loss_sem_seg": 0.35000815615057945, "lr": 0.01, "mask_rcnn/accuracy": 0.8721542594310452, "mask_rcnn/false_negative": 0.09885214742369061, "mask_rcnn/false_positive": 0.15775413303686858, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7930888775736094, "total_loss": 1.7965435200021602} {"data_time": 0.016975076869130135, "eta_seconds": 180033.044654781, "iteration": 42239, "loss_fcos_cls": 0.31540101720020175, "loss_fcos_ctr": 0.6274245399981737, "loss_fcos_loc": 0.22695284034125507, "loss_mask": 0.31159815192222595, "loss_maskiou": 0.008731060996069573, "loss_sem_seg": 0.33957734936848283, "lr": 0.01, "mask_rcnn/accuracy": 0.853097667638484, "mask_rcnn/false_negative": 0.10375767919672975, "mask_rcnn/false_positive": 0.17815969857955455, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7926958939060569, "total_loss": 1.8163500910450239} {"data_time": 0.016642558388412, "eta_seconds": 180057.37994109094, "iteration": 42259, "loss_fcos_cls": 0.3072145339101553, "loss_fcos_ctr": 0.6224384363740683, "loss_fcos_loc": 0.2276894769165665, "loss_mask": 0.30150306783616543, "loss_maskiou": 0.007650570034456905, "loss_sem_seg": 0.3374656909145415, "lr": 0.01, "mask_rcnn/accuracy": 0.8665689860473695, "mask_rcnn/false_negative": 0.09605777039439234, "mask_rcnn/false_positive": 0.14422500160557108, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7897882591933012, "total_loss": 1.8132544074906036} {"data_time": 0.01543203555047512, "eta_seconds": 180041.56747166812, "iteration": 42279, "loss_fcos_cls": 0.30093909963034093, "loss_fcos_ctr": 0.6254665600135922, "loss_fcos_loc": 0.2245472432114184, "loss_mask": 0.32107135374099016, "loss_maskiou": 0.008248230704339221, "loss_sem_seg": 0.3274133672239259, "lr": 0.01, "mask_rcnn/accuracy": 0.8471248139615486, "mask_rcnn/false_negative": 0.09303799566627821, "mask_rcnn/false_positive": 0.1793939341773244, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.75, "time": 0.7880628127604723, "total_loss": 1.7936127731663873} {"data_time": 0.016432723961770535, "eta_seconds": 180060.45870141685, "iteration": 42299, "loss_fcos_cls": 0.31958919716998935, "loss_fcos_ctr": 0.627386330626905, "loss_fcos_loc": 0.2285318854264915, "loss_mask": 0.3120921179652214, "loss_maskiou": 0.0075742884509963915, "loss_sem_seg": 0.3098496557213366, "lr": 0.01, "mask_rcnn/accuracy": 0.8611300770308123, "mask_rcnn/false_negative": 0.10716806116781111, "mask_rcnn/false_positive": 0.14712555887196718, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7920134468004107, "total_loss": 1.7720334413170349} {"data_time": 0.015378241427242756, "eta_seconds": 179906.62959726993, "iteration": 42319, "loss_fcos_cls": 0.2978409384377301, "loss_fcos_ctr": 0.6260154135525227, "loss_fcos_loc": 0.22535638662520796, "loss_mask": 0.31405445747077465, "loss_maskiou": 0.008044033413170837, "loss_sem_seg": 0.33862314745783806, "lr": 0.01, "mask_rcnn/accuracy": 0.867905407747338, "mask_rcnn/false_negative": 0.0930023343069797, "mask_rcnn/false_positive": 0.18191035588206844, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.7761790724471211, "total_loss": 1.835608698456781} {"data_time": 0.015689807943999767, "eta_seconds": 179924.15963170957, "iteration": 42339, "loss_fcos_cls": 0.31202408275566995, "loss_fcos_ctr": 0.6269636042416096, "loss_fcos_loc": 0.2391627032775432, "loss_mask": 0.3157649338245392, "loss_maskiou": 0.007649639795999974, "loss_sem_seg": 0.32670164527371526, "lr": 0.01, "mask_rcnn/accuracy": 0.8723207843743558, "mask_rcnn/false_negative": 0.08656499567837195, "mask_rcnn/false_positive": 0.1853225513954942, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7972103822976351, "total_loss": 1.8409622639301233} {"data_time": 0.016525577753782272, "eta_seconds": 179875.02280889545, "iteration": 42359, "loss_fcos_cls": 0.3061013750266284, "loss_fcos_ctr": 0.6245571738108993, "loss_fcos_loc": 0.221789589850232, "loss_mask": 0.3013213137164712, "loss_maskiou": 0.007618694959091954, "loss_sem_seg": 0.31640842324122787, "lr": 0.01, "mask_rcnn/accuracy": 0.876641108079078, "mask_rcnn/false_negative": 0.0935785218747576, "mask_rcnn/false_positive": 0.16200136927218792, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.75, "time": 0.7826581364497542, "total_loss": 1.770963468537957} {"data_time": 0.016921150498092175, "eta_seconds": 179859.2194147082, "iteration": 42379, "loss_fcos_cls": 0.29664826672524214, "loss_fcos_ctr": 0.6245036465115845, "loss_fcos_loc": 0.22595663391985, "loss_mask": 0.30650561675429344, "loss_maskiou": 0.007664893128094263, "loss_sem_seg": 0.3056792374700308, "lr": 0.01, "mask_rcnn/accuracy": 0.843528330135473, "mask_rcnn/false_negative": 0.10807563304492077, "mask_rcnn/false_positive": 0.17575173629794189, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7675860347226262, "total_loss": 1.7495432392315706} {"data_time": 0.017744065262377262, "eta_seconds": 179876.740664131, "iteration": 42399, "loss_fcos_cls": 0.3111439892090857, "loss_fcos_ctr": 0.6259991908445954, "loss_fcos_loc": 0.23992375924717635, "loss_mask": 0.3136304896324873, "loss_maskiou": 0.007090743776643649, "loss_sem_seg": 0.34421230014413595, "lr": 0.01, "mask_rcnn/accuracy": 0.8605724177426073, "mask_rcnn/false_negative": 0.12184618986661794, "mask_rcnn/false_positive": 0.17428040184664348, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7874255711212754, "total_loss": 1.8334249088802608} {"data_time": 0.015830589458346367, "eta_seconds": 179774.17630662117, "iteration": 42419, "loss_fcos_cls": 0.3073160662315786, "loss_fcos_ctr": 0.6272294018417597, "loss_fcos_loc": 0.2201157531235367, "loss_mask": 0.3067120127379894, "loss_maskiou": 0.007697626540903002, "loss_sem_seg": 0.3835393153131008, "lr": 0.01, "mask_rcnn/accuracy": 0.8753925377900788, "mask_rcnn/false_negative": 0.10111204290143834, "mask_rcnn/false_positive": 0.15070661931941148, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.7724798638373613, "total_loss": 1.8502952797571197} {"data_time": 0.018187380395829678, "eta_seconds": 179612.7592885606, "iteration": 42439, "loss_fcos_cls": 0.3202678560046479, "loss_fcos_ctr": 0.6242168936878443, "loss_fcos_loc": 0.22736234439071268, "loss_mask": 0.3001438993960619, "loss_maskiou": 0.007845849220757373, "loss_sem_seg": 0.3913081493228674, "lr": 0.01, "mask_rcnn/accuracy": 0.855805212710084, "mask_rcnn/false_negative": 0.0983598457673981, "mask_rcnn/false_positive": 0.19215479079995662, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.5, "time": 0.7688395949080586, "total_loss": 1.8768314468907192} {"data_time": 0.01655744854360819, "eta_seconds": 179596.97338857874, "iteration": 42459, "loss_fcos_cls": 0.30777691619005054, "loss_fcos_ctr": 0.628645789809525, "loss_fcos_loc": 0.2377265291288495, "loss_mask": 0.31392892450094223, "loss_maskiou": 0.007823603387805633, "loss_sem_seg": 0.34502886864356697, "lr": 0.01, "mask_rcnn/accuracy": 0.8533684507456829, "mask_rcnn/false_negative": 0.10876194512742275, "mask_rcnn/false_positive": 0.17521206600218564, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7947639934718609, "total_loss": 1.8476439896621741} {"data_time": 0.016746976412832737, "eta_seconds": 179738.40331290103, "iteration": 42479, "loss_fcos_cls": 0.30659115116577595, "loss_fcos_ctr": 0.6256654523313046, "loss_fcos_loc": 0.2299326885258779, "loss_mask": 0.3185181673616171, "loss_maskiou": 0.008284295356133953, "loss_sem_seg": 0.3648124570026994, "lr": 0.01, "mask_rcnn/accuracy": 0.856521210665667, "mask_rcnn/false_negative": 0.10903817683793932, "mask_rcnn/false_positive": 0.178560505370346, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7993868812918663, "total_loss": 1.849792541906936} {"data_time": 0.01487694215029478, "eta_seconds": 179733.01416042913, "iteration": 42499, "loss_fcos_cls": 0.2981815217062831, "loss_fcos_ctr": 0.6258271872065961, "loss_fcos_loc": 0.22310412768274546, "loss_mask": 0.3270886745303869, "loss_maskiou": 0.008804464727290906, "loss_sem_seg": 0.3169057569466531, "lr": 0.01, "mask_rcnn/accuracy": 0.8478671896840928, "mask_rcnn/false_negative": 0.11980075730496612, "mask_rcnn/false_positive": 0.1818651191619284, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.788181945681572, "total_loss": 1.8055144069658127} {"data_time": 0.015373888425529003, "eta_seconds": 179748.5956553975, "iteration": 42519, "loss_fcos_cls": 0.3129780050367117, "loss_fcos_ctr": 0.6255229283124208, "loss_fcos_loc": 0.2254214126151055, "loss_mask": 0.31352930422872305, "loss_maskiou": 0.008161692298017442, "loss_sem_seg": 0.34155880752950907, "lr": 0.01, "mask_rcnn/accuracy": 0.8732534006901933, "mask_rcnn/false_negative": 0.08327813098412637, "mask_rcnn/false_positive": 0.15185927860531442, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7996974103152752, "total_loss": 1.8475593599359854} {"data_time": 0.014952224679291248, "eta_seconds": 179679.3841176564, "iteration": 42539, "loss_fcos_cls": 0.30500303488224745, "loss_fcos_ctr": 0.6252186754718423, "loss_fcos_loc": 0.22241215943358839, "loss_mask": 0.31966726388782263, "loss_maskiou": 0.007740256314718863, "loss_sem_seg": 0.3502906383946538, "lr": 0.01, "mask_rcnn/accuracy": 0.8626502192388892, "mask_rcnn/false_negative": 0.10510393939180207, "mask_rcnn/false_positive": 0.16300484264648563, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.25, "time": 0.7831028923392296, "total_loss": 1.8089255473823869} {"data_time": 0.016496061347424984, "eta_seconds": 179750.2900839215, "iteration": 42559, "loss_fcos_cls": 0.30372968246228993, "loss_fcos_ctr": 0.6276175081729889, "loss_fcos_loc": 0.23713383037829772, "loss_mask": 0.3034976162016392, "loss_maskiou": 0.0071108393458416685, "loss_sem_seg": 0.3199107442051172, "lr": 0.01, "mask_rcnn/accuracy": 0.8761661807580174, "mask_rcnn/false_negative": 0.09516897822057457, "mask_rcnn/false_positive": 0.16707773389179623, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.7972585810348392, "total_loss": 1.8195495421387022} {"data_time": 0.016256233677268028, "eta_seconds": 179757.37916763593, "iteration": 42579, "loss_fcos_cls": 0.3025656973477453, "loss_fcos_ctr": 0.6271714428439736, "loss_fcos_loc": 0.22588770696893334, "loss_mask": 0.31766850035637617, "loss_maskiou": 0.008507252699928358, "loss_sem_seg": 0.31871362612582743, "lr": 0.01, "mask_rcnn/accuracy": 0.8540206299911268, "mask_rcnn/false_negative": 0.11278490881777228, "mask_rcnn/false_positive": 0.1831072169768229, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.25, "time": 0.7819865690544248, "total_loss": 1.8049629134038696} {"data_time": 0.014479625970125198, "eta_seconds": 179685.38207864854, "iteration": 42599, "loss_fcos_cls": 0.30144873447716236, "loss_fcos_ctr": 0.625015277415514, "loss_fcos_loc": 0.22565663303248584, "loss_mask": 0.32935338094830513, "loss_maskiou": 0.008241219184128568, "loss_sem_seg": 0.3471179576590657, "lr": 0.01, "mask_rcnn/accuracy": 0.8325397338887246, "mask_rcnn/false_negative": 0.14527319993827809, "mask_rcnn/false_positive": 0.20303958081354426, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7900188732892275, "total_loss": 1.8446819431410404} {"data_time": 0.017667329870164394, "eta_seconds": 179616.1893250132, "iteration": 42619, "loss_fcos_cls": 0.31466654408723116, "loss_fcos_ctr": 0.6283579878509045, "loss_fcos_loc": 0.2323662133421749, "loss_mask": 0.3182006645947695, "loss_maskiou": 0.008221537951612845, "loss_sem_seg": 0.3697282336652279, "lr": 0.01, "mask_rcnn/accuracy": 0.85797016174891, "mask_rcnn/false_negative": 0.10091443830374716, "mask_rcnn/false_positive": 0.17376226624634897, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.25, "time": 0.7842161301523447, "total_loss": 1.8821144061948871} {"data_time": 0.01652393862605095, "eta_seconds": 179600.3906268524, "iteration": 42639, "loss_fcos_cls": 0.30819644313305616, "loss_fcos_ctr": 0.6270309174433351, "loss_fcos_loc": 0.23518589278683066, "loss_mask": 0.29843385983258486, "loss_maskiou": 0.008475704613374546, "loss_sem_seg": 0.3705708645284176, "lr": 0.01, "mask_rcnn/accuracy": 0.8770533176424586, "mask_rcnn/false_negative": 0.09245615770042194, "mask_rcnn/false_positive": 0.13148572469453018, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7731308368965983, "total_loss": 1.833054641392664} {"data_time": 0.01630362030118704, "eta_seconds": 179596.20583400317, "iteration": 42659, "loss_fcos_cls": 0.2868653192417696, "loss_fcos_ctr": 0.630754878744483, "loss_fcos_loc": 0.23239518410991877, "loss_mask": 0.3100804602727294, "loss_maskiou": 0.007888608321081847, "loss_sem_seg": 0.31004175264388323, "lr": 0.01, "mask_rcnn/accuracy": 0.8609622334510727, "mask_rcnn/false_negative": 0.10724802285300383, "mask_rcnn/false_positive": 0.18750459240708714, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7964087892323732, "total_loss": 1.7730846808553906} {"data_time": 0.016715435311198235, "eta_seconds": 179558.03268809058, "iteration": 42679, "loss_fcos_cls": 0.3004246298223734, "loss_fcos_ctr": 0.6275650439783931, "loss_fcos_loc": 0.22697163268458098, "loss_mask": 0.3100786004215479, "loss_maskiou": 0.008153756032697856, "loss_sem_seg": 0.32696959748864174, "lr": 0.01, "mask_rcnn/accuracy": 0.8589729370008874, "mask_rcnn/false_negative": 0.10452417818084739, "mask_rcnn/false_positive": 0.1998741346252379, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 40.5, "time": 0.7887335941195488, "total_loss": 1.818622622275143} {"data_time": 0.014147548004984856, "eta_seconds": 179564.60639424808, "iteration": 42699, "loss_fcos_cls": 0.32271737419068813, "loss_fcos_ctr": 0.6256174240261316, "loss_fcos_loc": 0.23456845618784428, "loss_mask": 0.3242646809667349, "loss_maskiou": 0.007665302531677298, "loss_sem_seg": 0.31862289691343904, "lr": 0.01, "mask_rcnn/accuracy": 0.8693443895415309, "mask_rcnn/false_negative": 0.11885904486972368, "mask_rcnn/false_positive": 0.15477282759401034, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7963526789098978, "total_loss": 1.8375690147659043} {"data_time": 0.01674408558756113, "eta_seconds": 179590.5617135251, "iteration": 42719, "loss_fcos_cls": 0.300354020902887, "loss_fcos_ctr": 0.629319847561419, "loss_fcos_loc": 0.23147781169973314, "loss_mask": 0.31112694181501865, "loss_maskiou": 0.007664289063541219, "loss_sem_seg": 0.33526896964758635, "lr": 0.01, "mask_rcnn/accuracy": 0.8644082972863059, "mask_rcnn/false_negative": 0.11737178810568395, "mask_rcnn/false_positive": 0.1574557168038846, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7896141735836864, "total_loss": 1.821743151289411} {"data_time": 0.016125773079693317, "eta_seconds": 179510.63943378814, "iteration": 42739, "loss_fcos_cls": 0.304609103128314, "loss_fcos_ctr": 0.6257218113169074, "loss_fcos_loc": 0.232685394003056, "loss_mask": 0.31449828017503023, "loss_maskiou": 0.008121798651700374, "loss_sem_seg": 0.3183943349868059, "lr": 0.01, "mask_rcnn/accuracy": 0.8657848120435465, "mask_rcnn/false_negative": 0.08867648923163421, "mask_rcnn/false_positive": 0.20575673814757267, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7868668958544731, "total_loss": 1.799207094081794} {"data_time": 0.015143136493861675, "eta_seconds": 179471.02981873602, "iteration": 42759, "loss_fcos_cls": 0.30680305091664195, "loss_fcos_ctr": 0.6284273453056812, "loss_fcos_loc": 0.23010611138306558, "loss_mask": 0.3205188335850835, "loss_maskiou": 0.00765240952023305, "loss_sem_seg": 0.35852626990526915, "lr": 0.01, "mask_rcnn/accuracy": 0.8540620265125616, "mask_rcnn/false_negative": 0.11500634086780816, "mask_rcnn/false_positive": 0.18345615235674814, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.5, "time": 0.7906405599787831, "total_loss": 1.8567852783598937} {"data_time": 0.016519333235919476, "eta_seconds": 179315.36315109767, "iteration": 42779, "loss_fcos_cls": 0.2993727810680866, "loss_fcos_ctr": 0.6228778623044491, "loss_fcos_loc": 0.2156929869670421, "loss_mask": 0.2956953542307019, "loss_maskiou": 0.007745527458610013, "loss_sem_seg": 0.3377894377335906, "lr": 0.01, "mask_rcnn/accuracy": 0.8650050645258103, "mask_rcnn/false_negative": 0.09784381003362566, "mask_rcnn/false_positive": 0.15440960169505036, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.25, "time": 0.7862882846966386, "total_loss": 1.7882274573494215} {"data_time": 0.01699940674006939, "eta_seconds": 179012.85112535115, "iteration": 42799, "loss_fcos_cls": 0.31248378893360496, "loss_fcos_ctr": 0.6264933990314603, "loss_fcos_loc": 0.22900360089261085, "loss_mask": 0.31478725653141737, "loss_maskiou": 0.00783683818008285, "loss_sem_seg": 0.3696328676305711, "lr": 0.01, "mask_rcnn/accuracy": 0.8562977009176596, "mask_rcnn/false_negative": 0.1159853567642978, "mask_rcnn/false_positive": 0.14625124632709754, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7563792923465371, "total_loss": 1.8556432233017404} {"data_time": 0.01695890072733164, "eta_seconds": 179061.03890320938, "iteration": 42819, "loss_fcos_cls": 0.3048277524067089, "loss_fcos_ctr": 0.6263329880312085, "loss_fcos_loc": 0.23254617699421942, "loss_mask": 0.3228182587772608, "loss_maskiou": 0.009343984740553424, "loss_sem_seg": 0.337092244066298, "lr": 0.01, "mask_rcnn/accuracy": 0.8373753314885276, "mask_rcnn/false_negative": 0.11002719114713187, "mask_rcnn/false_positive": 0.185738098862683, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.0, "time": 0.8019561478868127, "total_loss": 1.8414459582418203} {"data_time": 0.01543713640421629, "eta_seconds": 179143.0713956328, "iteration": 42839, "loss_fcos_cls": 0.30599428236018866, "loss_fcos_ctr": 0.6260677808895707, "loss_fcos_loc": 0.23098724614828825, "loss_mask": 0.31029708217829466, "loss_maskiou": 0.007814200944267213, "loss_sem_seg": 0.3063209783285856, "lr": 0.01, "mask_rcnn/accuracy": 0.8505605580403424, "mask_rcnn/false_negative": 0.11189756587855518, "mask_rcnn/false_positive": 0.19531520404828567, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.75, "time": 0.7755423989146948, "total_loss": 1.7944549103121972} {"data_time": 0.01664031855762005, "eta_seconds": 179135.49544021022, "iteration": 42859, "loss_fcos_cls": 0.3020568056963384, "loss_fcos_ctr": 0.6221891706809402, "loss_fcos_loc": 0.21530888392589986, "loss_mask": 0.3039471972733736, "loss_maskiou": 0.007474100100807846, "loss_sem_seg": 0.3096366417594254, "lr": 0.01, "mask_rcnn/accuracy": 0.8679360141663048, "mask_rcnn/false_negative": 0.0914922679909713, "mask_rcnn/false_positive": 0.18052556070994202, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7838810617104173, "total_loss": 1.7564037441916298} {"data_time": 0.015423230826854706, "eta_seconds": 179119.72237454262, "iteration": 42879, "loss_fcos_cls": 0.3105603230651468, "loss_fcos_ctr": 0.6249634493142366, "loss_fcos_loc": 0.22460515517741442, "loss_mask": 0.31805271189659834, "loss_maskiou": 0.007911812790553086, "loss_sem_seg": 0.3381767845712602, "lr": 0.01, "mask_rcnn/accuracy": 0.8581057135827925, "mask_rcnn/false_negative": 0.1046894418362603, "mask_rcnn/false_positive": 0.2017403268370503, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.0, "time": 0.7753883888944983, "total_loss": 1.834916941836127} {"data_time": 0.01687114965170622, "eta_seconds": 179069.0648491308, "iteration": 42899, "loss_fcos_cls": 0.3045158132445067, "loss_fcos_ctr": 0.6258341227658093, "loss_fcos_loc": 0.2225180296227336, "loss_mask": 0.31886840518563986, "loss_maskiou": 0.007999639870831743, "loss_sem_seg": 0.3343386542983353, "lr": 0.01, "mask_rcnn/accuracy": 0.8682431779529993, "mask_rcnn/false_negative": 0.12187011410720508, "mask_rcnn/false_positive": 0.15632998209771581, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7852792656049132, "total_loss": 1.8476938213134417} {"data_time": 0.01556902565062046, "eta_seconds": 178982.22023487743, "iteration": 42919, "loss_fcos_cls": 0.3082366711460054, "loss_fcos_ctr": 0.6266912892460823, "loss_fcos_loc": 0.22984913084656, "loss_mask": 0.33221227303147316, "loss_maskiou": 0.00826631233212538, "loss_sem_seg": 0.3387090777978301, "lr": 0.01, "mask_rcnn/accuracy": 0.8325906360729409, "mask_rcnn/false_negative": 0.11178196733302828, "mask_rcnn/false_positive": 0.1996232858564071, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.7768541816622019, "total_loss": 1.8600374307716265} {"data_time": 0.016915036365389824, "eta_seconds": 179072.40317753982, "iteration": 42939, "loss_fcos_cls": 0.3090546771418303, "loss_fcos_ctr": 0.6255120737478137, "loss_fcos_loc": 0.22187158674933016, "loss_mask": 0.30812754295766354, "loss_maskiou": 0.008162524660292547, "loss_sem_seg": 0.3156759210396558, "lr": 0.01, "mask_rcnn/accuracy": 0.8658610569837151, "mask_rcnn/false_negative": 0.1029427119542331, "mask_rcnn/false_positive": 0.15440000039944551, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7965447930619121, "total_loss": 1.807652651652461} {"data_time": 0.014382395893335342, "eta_seconds": 179094.77159872372, "iteration": 42959, "loss_fcos_cls": 0.3052328461781144, "loss_fcos_ctr": 0.6247611502185464, "loss_fcos_loc": 0.23664580618788023, "loss_mask": 0.3081502700224519, "loss_maskiou": 0.007563626932096668, "loss_sem_seg": 0.33252485701814294, "lr": 0.01, "mask_rcnn/accuracy": 0.8684052019930779, "mask_rcnn/false_negative": 0.08698795492453287, "mask_rcnn/false_positive": 0.1705517817270197, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7950606187805533, "total_loss": 1.8096530030816211} {"data_time": 0.015382316894829273, "eta_seconds": 179111.3088325141, "iteration": 42979, "loss_fcos_cls": 0.328764945268631, "loss_fcos_ctr": 0.6259264452382922, "loss_fcos_loc": 0.22942811250686646, "loss_mask": 0.3085887972265482, "loss_maskiou": 0.00792504390119575, "loss_sem_seg": 0.3616975345648825, "lr": 0.01, "mask_rcnn/accuracy": 0.8702569994940125, "mask_rcnn/false_negative": 0.09277094114749372, "mask_rcnn/false_positive": 0.16781292610502743, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7958707716315985, "total_loss": 1.8488535051001236} {"data_time": 0.01909937523305416, "eta_seconds": 179130.14644568134, "iteration": 42999, "loss_fcos_cls": 0.30699894996359944, "loss_fcos_ctr": 0.6266787899658084, "loss_fcos_loc": 0.23678054753690958, "loss_mask": 0.3195252167060971, "loss_maskiou": 0.00846393805113621, "loss_sem_seg": 0.3310678191483021, "lr": 0.01, "mask_rcnn/accuracy": 0.8537125598217724, "mask_rcnn/false_negative": 0.1108977180972002, "mask_rcnn/false_positive": 0.18425890172683282, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 37.0, "time": 0.7921704752370715, "total_loss": 1.8417163563208305} {"data_time": 0.01729926746338606, "eta_seconds": 179079.75028791558, "iteration": 43019, "loss_fcos_cls": 0.30315671931020916, "loss_fcos_ctr": 0.6253179798368365, "loss_fcos_loc": 0.23032007168512791, "loss_mask": 0.31049674563109875, "loss_maskiou": 0.008269921381724998, "loss_sem_seg": 0.33828420750796795, "lr": 0.01, "mask_rcnn/accuracy": 0.8611977893301079, "mask_rcnn/false_negative": 0.10843305355048985, "mask_rcnn/false_positive": 0.16342669206059646, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7920922441408038, "total_loss": 1.8255831422138726} {"data_time": 0.016022679395973682, "eta_seconds": 179098.58180121798, "iteration": 43039, "loss_fcos_cls": 0.3030028829816729, "loss_fcos_ctr": 0.6264201113954186, "loss_fcos_loc": 0.23373124306090176, "loss_mask": 0.3017157353460789, "loss_maskiou": 0.008115657517919317, "loss_sem_seg": 0.34735908918082714, "lr": 0.01, "mask_rcnn/accuracy": 0.8799643937188313, "mask_rcnn/false_negative": 0.09283340151277794, "mask_rcnn/false_positive": 0.17970107885726577, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7889167498797178, "total_loss": 1.8147317593975458} {"data_time": 0.01751835271716118, "eta_seconds": 179109.53190570138, "iteration": 43059, "loss_fcos_cls": 0.30046489648520947, "loss_fcos_ctr": 0.6210102438926697, "loss_fcos_loc": 0.22547009075060487, "loss_mask": 0.311147834174335, "loss_maskiou": 0.00799899136472959, "loss_sem_seg": 0.32840155297890306, "lr": 0.01, "mask_rcnn/accuracy": 0.8523652648803981, "mask_rcnn/false_negative": 0.09797852913179421, "mask_rcnn/false_positive": 0.18266536945461692, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7895293515175581, "total_loss": 1.774986674063257} {"data_time": 0.01666430849581957, "eta_seconds": 178991.05938337464, "iteration": 43079, "loss_fcos_cls": 0.2975559877231717, "loss_fcos_ctr": 0.6231194995343685, "loss_fcos_loc": 0.22799813095480204, "loss_mask": 0.3041527937166393, "loss_maskiou": 0.007138603847124614, "loss_sem_seg": 0.34246106119826436, "lr": 0.01, "mask_rcnn/accuracy": 0.8952501498683765, "mask_rcnn/false_negative": 0.08655946949589534, "mask_rcnn/false_positive": 0.13522369632693254, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7726025255396962, "total_loss": 1.8140468528290512} {"data_time": 0.01598347444087267, "eta_seconds": 178984.3366199145, "iteration": 43099, "loss_fcos_cls": 0.3121374864131212, "loss_fcos_ctr": 0.6224548779428005, "loss_fcos_loc": 0.21947771310806274, "loss_mask": 0.31739142164587975, "loss_maskiou": 0.008484814759867731, "loss_sem_seg": 0.3138467827811837, "lr": 0.01, "mask_rcnn/accuracy": 0.8593211810040472, "mask_rcnn/false_negative": 0.10779467374866086, "mask_rcnn/false_positive": 0.1799487407030767, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.0, "time": 0.79486427269876, "total_loss": 1.8090920881732018} {"data_time": 0.019348674453794956, "eta_seconds": 178930.44558653142, "iteration": 43119, "loss_fcos_cls": 0.320008413400501, "loss_fcos_ctr": 0.6265721959061921, "loss_fcos_loc": 0.2289036891888827, "loss_mask": 0.3205643016844988, "loss_maskiou": 0.0078043509856797755, "loss_sem_seg": 0.33056754246354103, "lr": 0.01, "mask_rcnn/accuracy": 0.8743528661464586, "mask_rcnn/false_negative": 0.1042493457082565, "mask_rcnn/false_positive": 0.149292532756424, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7817444410175085, "total_loss": 1.8290235158492578} {"data_time": 0.015792501159012318, "eta_seconds": 178850.44887118228, "iteration": 43139, "loss_fcos_cls": 0.3074204227887094, "loss_fcos_ctr": 0.6217797696590424, "loss_fcos_loc": 0.2175774227362126, "loss_mask": 0.2924816459417343, "loss_maskiou": 0.006981837133935187, "loss_sem_seg": 0.337982639670372, "lr": 0.01, "mask_rcnn/accuracy": 0.8508100982868063, "mask_rcnn/false_negative": 0.12232291352796919, "mask_rcnn/false_positive": 0.15557174975924012, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.774821818806231, "total_loss": 1.7901021637371741} {"data_time": 0.014757403172552586, "eta_seconds": 178797.38482600078, "iteration": 43159, "loss_fcos_cls": 0.304334731772542, "loss_fcos_ctr": 0.6222354359924793, "loss_fcos_loc": 0.22669881209731102, "loss_mask": 0.31460498459637165, "loss_maskiou": 0.00829317631360027, "loss_sem_seg": 0.3344213366508484, "lr": 0.01, "mask_rcnn/accuracy": 0.8637485014497602, "mask_rcnn/false_negative": 0.1113788639898192, "mask_rcnn/false_positive": 0.18251599704571386, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.25, "time": 0.7852091612294316, "total_loss": 1.8296935715188738} {"data_time": 0.015614333562552929, "eta_seconds": 178885.52463718504, "iteration": 43179, "loss_fcos_cls": 0.3108835781458765, "loss_fcos_ctr": 0.6238571917638183, "loss_fcos_loc": 0.22406601533293724, "loss_mask": 0.3122923821210861, "loss_maskiou": 0.007296119787497446, "loss_sem_seg": 0.33554415265098214, "lr": 0.01, "mask_rcnn/accuracy": 0.8627903464017186, "mask_rcnn/false_negative": 0.11527276794802507, "mask_rcnn/false_positive": 0.14715442460321143, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.7898886995390058, "total_loss": 1.825781455168908} {"data_time": 0.015881157480180264, "eta_seconds": 178905.45449219365, "iteration": 43199, "loss_fcos_cls": 0.29791119566652924, "loss_fcos_ctr": 0.6274439357221127, "loss_fcos_loc": 0.23154603235889226, "loss_mask": 0.32847312092781067, "loss_maskiou": 0.008429499444901012, "loss_sem_seg": 0.33683707984164357, "lr": 0.01, "mask_rcnn/accuracy": 0.8485294756977655, "mask_rcnn/false_negative": 0.10965253253425244, "mask_rcnn/false_positive": 0.16767563827887877, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7946284068748355, "total_loss": 1.8134827389585553} {"data_time": 0.01689428836107254, "eta_seconds": 178889.67806664947, "iteration": 43219, "loss_fcos_cls": 0.3089652666822076, "loss_fcos_ctr": 0.6248368509113789, "loss_fcos_loc": 0.22230211598798633, "loss_mask": 0.30513989459723234, "loss_maskiou": 0.00820872446638532, "loss_sem_seg": 0.3619987228885293, "lr": 0.01, "mask_rcnn/accuracy": 0.8611520695234616, "mask_rcnn/false_negative": 0.08745332445284679, "mask_rcnn/false_positive": 0.17923702192603952, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 25.75, "time": 0.7939132899045944, "total_loss": 1.86693898923113} {"data_time": 0.015440628863871098, "eta_seconds": 178734.32836448774, "iteration": 43239, "loss_fcos_cls": 0.3100610738620162, "loss_fcos_ctr": 0.6262088036164641, "loss_fcos_loc": 0.22066351724788547, "loss_mask": 0.3051345655694604, "loss_maskiou": 0.007505105808377266, "loss_sem_seg": 0.3757041064091027, "lr": 0.01, "mask_rcnn/accuracy": 0.8593616848375165, "mask_rcnn/false_negative": 0.0968241153212759, "mask_rcnn/false_positive": 0.1731362182795749, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7726216278970242, "total_loss": 1.8713164695218438} {"data_time": 0.017166204750537872, "eta_seconds": 178607.0617316058, "iteration": 43259, "loss_fcos_cls": 0.30161629361100495, "loss_fcos_ctr": 0.6251103803515434, "loss_fcos_loc": 0.21871475083753467, "loss_mask": 0.31922026444226503, "loss_maskiou": 0.007629860570887104, "loss_sem_seg": 0.3156779417768121, "lr": 0.01, "mask_rcnn/accuracy": 0.8731765017327686, "mask_rcnn/false_negative": 0.10277568788192347, "mask_rcnn/false_positive": 0.13365728048400882, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.0, "time": 0.7691330183297396, "total_loss": 1.8091540176828858} {"data_time": 0.017586366273462772, "eta_seconds": 178591.30745145958, "iteration": 43279, "loss_fcos_cls": 0.3107365451287478, "loss_fcos_ctr": 0.6257310509681702, "loss_fcos_loc": 0.23287440091371536, "loss_mask": 0.3163022603839636, "loss_maskiou": 0.008445658313576132, "loss_sem_seg": 0.35086472937837243, "lr": 0.01, "mask_rcnn/accuracy": 0.8601875472411187, "mask_rcnn/false_negative": 0.0890760484966246, "mask_rcnn/false_positive": 0.18383393379044893, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7780939573422074, "total_loss": 1.8199318000406493} {"data_time": 0.017145496793091297, "eta_seconds": 178517.6211502282, "iteration": 43299, "loss_fcos_cls": 0.30926075857132673, "loss_fcos_ctr": 0.6262584342621267, "loss_fcos_loc": 0.23226654808968306, "loss_mask": 0.3017476499080658, "loss_maskiou": 0.007148384538595565, "loss_sem_seg": 0.3497441690415144, "lr": 0.01, "mask_rcnn/accuracy": 0.8692065660533876, "mask_rcnn/false_negative": 0.10801782064540161, "mask_rcnn/false_positive": 0.1526371901850676, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7836231971159577, "total_loss": 1.8369056840601843} {"data_time": 0.015108102932572365, "eta_seconds": 178513.78572836518, "iteration": 43319, "loss_fcos_cls": 0.3116527898237109, "loss_fcos_ctr": 0.625822882167995, "loss_fcos_loc": 0.22779563238145784, "loss_mask": 0.3159229555167258, "loss_maskiou": 0.007946445170091465, "loss_sem_seg": 0.3718420322984457, "lr": 0.01, "mask_rcnn/accuracy": 0.8474147297808012, "mask_rcnn/false_negative": 0.11899659090487275, "mask_rcnn/false_positive": 0.20474809893742696, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7721899412572384, "total_loss": 1.8651286506501492} {"data_time": 0.016461974941194057, "eta_seconds": 178475.32427222654, "iteration": 43339, "loss_fcos_cls": 0.30217341252136976, "loss_fcos_ctr": 0.6268606018275023, "loss_fcos_loc": 0.2308141909306869, "loss_mask": 0.3218237115070224, "loss_maskiou": 0.0080634881160222, "loss_sem_seg": 0.3580975476652384, "lr": 0.01, "mask_rcnn/accuracy": 0.8587145795818327, "mask_rcnn/false_negative": 0.12208240531644554, "mask_rcnn/false_positive": 0.15888733698916785, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.75, "time": 0.779575627297163, "total_loss": 1.8544636393053224} {"data_time": 0.01631764881312847, "eta_seconds": 178398.1280678641, "iteration": 43359, "loss_fcos_cls": 0.3027304655406624, "loss_fcos_ctr": 0.6238793721422553, "loss_fcos_loc": 0.2207894241437316, "loss_mask": 0.30809515807777643, "loss_maskiou": 0.009289680834626779, "loss_sem_seg": 0.3543494006153196, "lr": 0.01, "mask_rcnn/accuracy": 0.8658209768282312, "mask_rcnn/false_negative": 0.10988882832058126, "mask_rcnn/false_positive": 0.15684271276837514, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 31.25, "time": 0.7822745880112052, "total_loss": 1.8459276929788757} {"data_time": 0.015783602371811867, "eta_seconds": 178434.63038637675, "iteration": 43379, "loss_fcos_cls": 0.3185719824396074, "loss_fcos_ctr": 0.6246586591005325, "loss_fcos_loc": 0.22812016203533858, "loss_mask": 0.31031960994005203, "loss_maskiou": 0.0077469887473853305, "loss_sem_seg": 0.37288556434214115, "lr": 0.01, "mask_rcnn/accuracy": 0.859354744986859, "mask_rcnn/false_negative": 0.1097859373527456, "mask_rcnn/false_positive": 0.16378682670614766, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7894287537783384, "total_loss": 1.8513840040104697} {"data_time": 0.01730353757739067, "eta_seconds": 178447.44262796175, "iteration": 43399, "loss_fcos_cls": 0.3128122943453491, "loss_fcos_ctr": 0.6267692595720291, "loss_fcos_loc": 0.23513437889050692, "loss_mask": 0.3141739284619689, "loss_maskiou": 0.007538804740761407, "loss_sem_seg": 0.377818719483912, "lr": 0.01, "mask_rcnn/accuracy": 0.8387318640826293, "mask_rcnn/false_negative": 0.1170397679232053, "mask_rcnn/false_positive": 0.1630017844527985, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.8040822576731443, "total_loss": 1.8821323948795907} {"data_time": 0.017886057496070862, "eta_seconds": 178619.06854483858, "iteration": 43419, "loss_fcos_cls": 0.3108120351098478, "loss_fcos_ctr": 0.6212354255840182, "loss_fcos_loc": 0.21739003411494195, "loss_mask": 0.30417952686548233, "loss_maskiou": 0.007505842106183991, "loss_sem_seg": 0.3187295771203935, "lr": 0.01, "mask_rcnn/accuracy": 0.8744854475881262, "mask_rcnn/false_negative": 0.11249167998944448, "mask_rcnn/false_positive": 0.15518068467934634, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.7950853537768126, "total_loss": 1.7915222657902632} {"data_time": 0.015164206735789776, "eta_seconds": 178757.33097287454, "iteration": 43439, "loss_fcos_cls": 0.2934863001573831, "loss_fcos_ctr": 0.6258666031062603, "loss_fcos_loc": 0.2239516971167177, "loss_mask": 0.30955717619508505, "loss_maskiou": 0.007835687167244032, "loss_sem_seg": 0.3522270475514233, "lr": 0.01, "mask_rcnn/accuracy": 0.8835904039798259, "mask_rcnn/false_negative": 0.09597062080635083, "mask_rcnn/false_positive": 0.13295780019825082, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.793719282373786, "total_loss": 1.8324333782220492} {"data_time": 0.017539487220346928, "eta_seconds": 178618.46273215674, "iteration": 43459, "loss_fcos_cls": 0.3049625641433522, "loss_fcos_ctr": 0.6246214439161122, "loss_fcos_loc": 0.2267164010554552, "loss_mask": 0.3098507868126035, "loss_maskiou": 0.0077830470545450225, "loss_sem_seg": 0.3151765069924295, "lr": 0.01, "mask_rcnn/accuracy": 0.8821177608974624, "mask_rcnn/false_negative": 0.09555469586266135, "mask_rcnn/false_positive": 0.140765346620524, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7783514205366373, "total_loss": 1.7819640996458475} {"data_time": 0.015608692541718483, "eta_seconds": 178571.76915030554, "iteration": 43479, "loss_fcos_cls": 0.3010207718471065, "loss_fcos_ctr": 0.6253212848678231, "loss_fcos_loc": 0.2262513618916273, "loss_mask": 0.30338423885405064, "loss_maskiou": 0.00825747950875666, "loss_sem_seg": 0.336628625751473, "lr": 0.01, "mask_rcnn/accuracy": 0.8548920664757131, "mask_rcnn/false_negative": 0.10082282320811833, "mask_rcnn/false_positive": 0.1875579035502628, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7879724064841866, "total_loss": 1.8078813866886776} {"data_time": 0.01542123407125473, "eta_seconds": 178538.40287002083, "iteration": 43499, "loss_fcos_cls": 0.302460920996964, "loss_fcos_ctr": 0.6281694080680609, "loss_fcos_loc": 0.2388058622018434, "loss_mask": 0.3156912033446133, "loss_maskiou": 0.007941116346046329, "loss_sem_seg": 0.3607888165861368, "lr": 0.01, "mask_rcnn/accuracy": 0.8379235953640716, "mask_rcnn/false_negative": 0.12212948095040482, "mask_rcnn/false_positive": 0.20096919892540982, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.75, "time": 0.786479014903307, "total_loss": 1.8824368039058754} {"data_time": 0.015586724504828453, "eta_seconds": 178468.50463319384, "iteration": 43519, "loss_fcos_cls": 0.30606825975701213, "loss_fcos_ctr": 0.6234311512671411, "loss_fcos_loc": 0.23124214122071862, "loss_mask": 0.3184189861640334, "loss_maskiou": 0.008166302577592432, "loss_sem_seg": 0.3342331741005182, "lr": 0.01, "mask_rcnn/accuracy": 0.866869350479918, "mask_rcnn/false_negative": 0.10566402052149665, "mask_rcnn/false_positive": 0.1910754235326581, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.75, "time": 0.7930497583001852, "total_loss": 1.8195921993610682} {"data_time": 0.016439550556242466, "eta_seconds": 178490.79129503388, "iteration": 43539, "loss_fcos_cls": 0.3118550303624943, "loss_fcos_ctr": 0.6292550209909678, "loss_fcos_loc": 0.23708155879285187, "loss_mask": 0.31202845741063356, "loss_maskiou": 0.008432444359641522, "loss_sem_seg": 0.3163300366140902, "lr": 0.01, "mask_rcnn/accuracy": 0.8722220007794785, "mask_rcnn/false_negative": 0.11085937860254014, "mask_rcnn/false_positive": 0.17403362740695988, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.25, "time": 0.7988926274701953, "total_loss": 1.8312649021972902} {"data_time": 0.01590194460004568, "eta_seconds": 178300.35194321722, "iteration": 43559, "loss_fcos_cls": 0.3018959346227348, "loss_fcos_ctr": 0.6269232416525483, "loss_fcos_loc": 0.22882715612649918, "loss_mask": 0.3261153381317854, "loss_maskiou": 0.008404966269154102, "loss_sem_seg": 0.3787933215498924, "lr": 0.01, "mask_rcnn/accuracy": 0.851328656462585, "mask_rcnn/false_negative": 0.10201020009459766, "mask_rcnn/false_positive": 0.19935823761739935, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.0, "time": 0.7850289354100823, "total_loss": 1.8497684726462467} {"data_time": 0.016745801083743572, "eta_seconds": 178344.4600325115, "iteration": 43579, "loss_fcos_cls": 0.3076192159205675, "loss_fcos_ctr": 0.6231511542573571, "loss_fcos_loc": 0.22049282409716398, "loss_mask": 0.3128907438367605, "loss_maskiou": 0.008514361776178703, "loss_sem_seg": 0.3368426407687366, "lr": 0.01, "mask_rcnn/accuracy": 0.859789823685408, "mask_rcnn/false_negative": 0.11842903405883129, "mask_rcnn/false_positive": 0.1829061270099745, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.75, "time": 0.798727098852396, "total_loss": 1.8242692894637003} {"data_time": 0.017121560871601105, "eta_seconds": 178382.4491545614, "iteration": 43599, "loss_fcos_cls": 0.293084011413157, "loss_fcos_ctr": 0.6225069696083665, "loss_fcos_loc": 0.21860535559244454, "loss_mask": 0.31178636755794287, "loss_maskiou": 0.007930085688713007, "loss_sem_seg": 0.33038684306666255, "lr": 0.01, "mask_rcnn/accuracy": 0.8564256471819497, "mask_rcnn/false_negative": 0.12458683090181982, "mask_rcnn/false_positive": 0.1932900270354273, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7951462715864182, "total_loss": 1.8059293699625414} {"data_time": 0.015953339636325836, "eta_seconds": 178427.7373329671, "iteration": 43619, "loss_fcos_cls": 0.2919813501648605, "loss_fcos_ctr": 0.626978418789804, "loss_fcos_loc": 0.23719963431358337, "loss_mask": 0.3179811416193843, "loss_maskiou": 0.008293467450130265, "loss_sem_seg": 0.32130531733855605, "lr": 0.01, "mask_rcnn/accuracy": 0.8694577328817361, "mask_rcnn/false_negative": 0.09688877108273444, "mask_rcnn/false_positive": 0.1567859081164899, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7997845010831952, "total_loss": 1.8284260135842487} {"data_time": 0.017628028988838196, "eta_seconds": 178445.63743155077, "iteration": 43639, "loss_fcos_cls": 0.31127584213390946, "loss_fcos_ctr": 0.6258620033040643, "loss_fcos_loc": 0.22482267778832465, "loss_mask": 0.32710473518818617, "loss_maskiou": 0.007730119803454727, "loss_sem_seg": 0.34039503848180175, "lr": 0.01, "mask_rcnn/accuracy": 0.8479836867342025, "mask_rcnn/false_negative": 0.11401663065879271, "mask_rcnn/false_positive": 0.15306746651577835, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.0, "time": 0.7870059823617339, "total_loss": 1.8359722587629221} {"data_time": 0.017251537181437016, "eta_seconds": 178356.23237736616, "iteration": 43659, "loss_fcos_cls": 0.31824468169361353, "loss_fcos_ctr": 0.6212161965668201, "loss_fcos_loc": 0.212941805832088, "loss_mask": 0.30073997657746077, "loss_maskiou": 0.007995150692295283, "loss_sem_seg": 0.35103384871035814, "lr": 0.01, "mask_rcnn/accuracy": 0.8462785114045618, "mask_rcnn/false_negative": 0.08477097740928641, "mask_rcnn/false_positive": 0.19630487890466264, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7856123009696603, "total_loss": 1.8350746072028414} {"data_time": 0.01647980883717537, "eta_seconds": 178340.47241939325, "iteration": 43679, "loss_fcos_cls": 0.3127372129820287, "loss_fcos_ctr": 0.6239165598526597, "loss_fcos_loc": 0.2119302307255566, "loss_mask": 0.3044027588330209, "loss_maskiou": 0.007774398400215432, "loss_sem_seg": 0.35020781215280294, "lr": 0.01, "mask_rcnn/accuracy": 0.8549438631384758, "mask_rcnn/false_negative": 0.1183223084556471, "mask_rcnn/false_positive": 0.15301396014055024, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 41.0, "time": 0.7912337779998779, "total_loss": 1.809230219834717} {"data_time": 0.016210123896598816, "eta_seconds": 178238.04615846928, "iteration": 43699, "loss_fcos_cls": 0.30794819816946983, "loss_fcos_ctr": 0.6266512023285031, "loss_fcos_loc": 0.2282858386170119, "loss_mask": 0.3211854174733162, "loss_maskiou": 0.007448092263075523, "loss_sem_seg": 0.3385697044432163, "lr": 0.01, "mask_rcnn/accuracy": 0.8645632239382239, "mask_rcnn/false_negative": 0.10522055902290338, "mask_rcnn/false_positive": 0.1638853936099611, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.7837892649695277, "total_loss": 1.8161791264428757} {"data_time": 0.0172229940071702, "eta_seconds": 178287.90057086013, "iteration": 43719, "loss_fcos_cls": 0.30451548052951694, "loss_fcos_ctr": 0.6242894968017936, "loss_fcos_loc": 0.22116117249242961, "loss_mask": 0.31242944207042456, "loss_maskiou": 0.007818555051926523, "loss_sem_seg": 0.3155544036999345, "lr": 0.01, "mask_rcnn/accuracy": 0.8545589121724639, "mask_rcnn/false_negative": 0.10388097295460197, "mask_rcnn/false_positive": 0.18308164530140542, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.5, "time": 0.8070324026048183, "total_loss": 1.7817857002082746} {"data_time": 0.01633817609399557, "eta_seconds": 178255.31653443072, "iteration": 43739, "loss_fcos_cls": 0.29595434200018644, "loss_fcos_ctr": 0.6246749013662338, "loss_fcos_loc": 0.22170063201338053, "loss_mask": 0.3064651805907488, "loss_maskiou": 0.008133903829730116, "loss_sem_seg": 0.326301310909912, "lr": 0.01, "mask_rcnn/accuracy": 0.8605869562327754, "mask_rcnn/false_negative": 0.11516720681503805, "mask_rcnn/false_positive": 0.165341722628932, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7835672972723842, "total_loss": 1.8012427258945536} {"data_time": 0.015164352022111416, "eta_seconds": 178135.36037507, "iteration": 43759, "loss_fcos_cls": 0.3086077361367643, "loss_fcos_ctr": 0.626651281490922, "loss_fcos_loc": 0.22560394450556487, "loss_mask": 0.30429839063435793, "loss_maskiou": 0.008380422834306955, "loss_sem_seg": 0.34916304238140583, "lr": 0.01, "mask_rcnn/accuracy": 0.873043578333589, "mask_rcnn/false_negative": 0.10116937662212241, "mask_rcnn/false_positive": 0.1497780039203243, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.5, "time": 0.7770561445504427, "total_loss": 1.8290998494194355} {"data_time": 0.015843196772038937, "eta_seconds": 178167.52668574825, "iteration": 43779, "loss_fcos_cls": 0.3103837724775076, "loss_fcos_ctr": 0.6263982774689794, "loss_fcos_loc": 0.24058246985077858, "loss_mask": 0.3179076863452792, "loss_maskiou": 0.00797221423999872, "loss_sem_seg": 0.36359766544774175, "lr": 0.01, "mask_rcnn/accuracy": 0.8656130420918368, "mask_rcnn/false_negative": 0.12240278823010588, "mask_rcnn/false_positive": 0.15165468640813812, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.0, "time": 0.7872382793575525, "total_loss": 1.8819597370311385} {"data_time": 0.016026005148887634, "eta_seconds": 178285.86591831688, "iteration": 43799, "loss_fcos_cls": 0.3323156628757715, "loss_fcos_ctr": 0.625050381757319, "loss_fcos_loc": 0.21786559314932674, "loss_mask": 0.3204140951856971, "loss_maskiou": 0.00807817027089186, "loss_sem_seg": 0.34959126729518175, "lr": 0.01, "mask_rcnn/accuracy": 0.8671503274764962, "mask_rcnn/false_negative": 0.11356205118313725, "mask_rcnn/false_positive": 0.1655949529927075, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7935070199891925, "total_loss": 1.8330193416040856} {"data_time": 0.016594803892076015, "eta_seconds": 178253.14530636463, "iteration": 43819, "loss_fcos_cls": 0.3142591102514416, "loss_fcos_ctr": 0.6265320852398872, "loss_fcos_loc": 0.2237777947448194, "loss_mask": 0.31316100899130106, "loss_maskiou": 0.008468551517580636, "loss_sem_seg": 0.3666427321732044, "lr": 0.01, "mask_rcnn/accuracy": 0.8589347178536886, "mask_rcnn/false_negative": 0.11752791578295088, "mask_rcnn/false_positive": 0.16046057941531355, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7944920463487506, "total_loss": 1.8492365575220902} {"data_time": 0.017423798330128193, "eta_seconds": 178270.3993866993, "iteration": 43839, "loss_fcos_cls": 0.29467349499464035, "loss_fcos_ctr": 0.6259176740422845, "loss_fcos_loc": 0.2272819229401648, "loss_mask": 0.32008501421660185, "loss_maskiou": 0.008064080975600518, "loss_sem_seg": 0.3752747750841081, "lr": 0.01, "mask_rcnn/accuracy": 0.8218897367206469, "mask_rcnn/false_negative": 0.10710710941116687, "mask_rcnn/false_positive": 0.22446152836702749, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7991979224607348, "total_loss": 1.8591611775627825} {"data_time": 0.015375170856714249, "eta_seconds": 178238.5754467668, "iteration": 43859, "loss_fcos_cls": 0.30206601740792394, "loss_fcos_ctr": 0.6258012154139578, "loss_fcos_loc": 0.23530056164599955, "loss_mask": 0.3061530366539955, "loss_maskiou": 0.007669185644772369, "loss_sem_seg": 0.35213046823628247, "lr": 0.01, "mask_rcnn/accuracy": 0.8744125325086657, "mask_rcnn/false_negative": 0.10320026566879884, "mask_rcnn/false_positive": 0.167632499093205, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7826877301558852, "total_loss": 1.8373387284809723} {"data_time": 0.013572348281741142, "eta_seconds": 178256.43985341862, "iteration": 43879, "loss_fcos_cls": 0.2946652069222182, "loss_fcos_ctr": 0.6244615875184536, "loss_fcos_loc": 0.21638985979370773, "loss_mask": 0.3069718689657748, "loss_maskiou": 0.007242469990160316, "loss_sem_seg": 0.31545443646609783, "lr": 0.01, "mask_rcnn/accuracy": 0.8449314581884457, "mask_rcnn/false_negative": 0.12013304928584428, "mask_rcnn/false_positive": 0.16840828620807052, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.7893712064251304, "total_loss": 1.7931102575967088} {"data_time": 0.016573503613471985, "eta_seconds": 178240.67338857427, "iteration": 43899, "loss_fcos_cls": 0.3000806146301329, "loss_fcos_ctr": 0.6243164837360382, "loss_fcos_loc": 0.22296464804094285, "loss_mask": 0.32172222528606653, "loss_maskiou": 0.007816314435331151, "loss_sem_seg": 0.3609664556570351, "lr": 0.01, "mask_rcnn/accuracy": 0.837078018707483, "mask_rcnn/false_negative": 0.12461692106592048, "mask_rcnn/false_positive": 0.1955273241060833, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.75, "time": 0.7886925786733627, "total_loss": 1.8408125701826066} {"data_time": 0.017201748676598072, "eta_seconds": 178242.8423634339, "iteration": 43919, "loss_fcos_cls": 0.29170364048331976, "loss_fcos_ctr": 0.6270578918047249, "loss_fcos_loc": 0.22163724876008928, "loss_mask": 0.3123604217544198, "loss_maskiou": 0.0074007743678521365, "loss_sem_seg": 0.32294587418437004, "lr": 0.01, "mask_rcnn/accuracy": 0.8675532713085234, "mask_rcnn/false_negative": 0.10304178195694155, "mask_rcnn/false_positive": 0.15336090397799165, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7969140196219087, "total_loss": 1.7829481716398732} {"data_time": 0.015856250189244747, "eta_seconds": 178227.07431195118, "iteration": 43939, "loss_fcos_cls": 0.2921935888007283, "loss_fcos_ctr": 0.625092470087111, "loss_fcos_loc": 0.2302468107372988, "loss_mask": 0.3210970340296626, "loss_maskiou": 0.008368386232177727, "loss_sem_seg": 0.36799088260158896, "lr": 0.01, "mask_rcnn/accuracy": 0.8620370305855356, "mask_rcnn/false_negative": 0.09912033159411587, "mask_rcnn/false_positive": 0.1721718884910604, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.8147902032360435, "total_loss": 1.8381242423201911} {"data_time": 0.01843398716300726, "eta_seconds": 178193.37399404123, "iteration": 43959, "loss_fcos_cls": 0.3190687110181898, "loss_fcos_ctr": 0.6284733656793833, "loss_fcos_loc": 0.22817726340144873, "loss_mask": 0.3029900351539254, "loss_maskiou": 0.007710780337220058, "loss_sem_seg": 0.35115073435008526, "lr": 0.01, "mask_rcnn/accuracy": 0.8572505849676705, "mask_rcnn/false_negative": 0.09736274741642773, "mask_rcnn/false_positive": 0.1825510977042109, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7925190050154924, "total_loss": 1.8270309129875386} {"data_time": 0.01524485182017088, "eta_seconds": 178177.6075291969, "iteration": 43979, "loss_fcos_cls": 0.31057556718587875, "loss_fcos_ctr": 0.6225844668224454, "loss_fcos_loc": 0.22075008985120803, "loss_mask": 0.3144000442698598, "loss_maskiou": 0.007962850155308843, "loss_sem_seg": 0.3222726243548095, "lr": 0.01, "mask_rcnn/accuracy": 0.8563098174551154, "mask_rcnn/false_negative": 0.1131936408291601, "mask_rcnn/false_positive": 0.152545575384717, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.8022576784715056, "total_loss": 1.8248090119304834} {"data_time": 0.016702376306056976, "eta_seconds": 178088.31309182663, "iteration": 43999, "loss_fcos_cls": 0.2939943987876177, "loss_fcos_ctr": 0.6245694626122713, "loss_fcos_loc": 0.22376267798244953, "loss_mask": 0.31407502945512533, "loss_maskiou": 0.007635892543476075, "loss_sem_seg": 0.31949522346258163, "lr": 0.01, "mask_rcnn/accuracy": 0.8691695244490276, "mask_rcnn/false_negative": 0.11976437466724274, "mask_rcnn/false_positive": 0.15357730217337537, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7895042328163981, "total_loss": 1.7886507251969306} {"data_time": 0.017320644110441208, "eta_seconds": 178034.72399471048, "iteration": 44019, "loss_fcos_cls": 0.2986947991885245, "loss_fcos_ctr": 0.6247642263770103, "loss_fcos_loc": 0.22606204566545784, "loss_mask": 0.3017833614721894, "loss_maskiou": 0.00732964399503544, "loss_sem_seg": 0.3611664855852723, "lr": 0.01, "mask_rcnn/accuracy": 0.8699880125661376, "mask_rcnn/false_negative": 0.10275988118113896, "mask_rcnn/false_positive": 0.16182618322290537, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7768274275586009, "total_loss": 1.8226601312635466} {"data_time": 0.016007227823138237, "eta_seconds": 178018.96738473047, "iteration": 44039, "loss_fcos_cls": 0.3041683107148856, "loss_fcos_ctr": 0.6245011035352945, "loss_fcos_loc": 0.22074228746350855, "loss_mask": 0.3083593910560012, "loss_maskiou": 0.007752560733933933, "loss_sem_seg": 0.34254260268062353, "lr": 0.01, "mask_rcnn/accuracy": 0.8540720888962259, "mask_rcnn/false_negative": 0.11940227374089823, "mask_rcnn/false_positive": 0.18842796177626556, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7887082155793905, "total_loss": 1.8197860391810536} {"data_time": 0.01789882592856884, "eta_seconds": 178013.61981647462, "iteration": 44059, "loss_fcos_cls": 0.31636058632284403, "loss_fcos_ctr": 0.6242031268775463, "loss_fcos_loc": 0.2403364866040647, "loss_mask": 0.32740170042961836, "loss_maskiou": 0.008059499185037566, "loss_sem_seg": 0.3505546832457185, "lr": 0.01, "mask_rcnn/accuracy": 0.8515060742990481, "mask_rcnn/false_negative": 0.13566055975853542, "mask_rcnn/false_positive": 0.18154671625043636, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.8036517081782222, "total_loss": 1.8739433207374532} {"data_time": 0.01654014363884926, "eta_seconds": 178025.27325993497, "iteration": 44079, "loss_fcos_cls": 0.3132548928260803, "loss_fcos_ctr": 0.624173616990447, "loss_fcos_loc": 0.21922333468683064, "loss_mask": 0.30815509520471096, "loss_maskiou": 0.007036989001790062, "loss_sem_seg": 0.32421208545565605, "lr": 0.01, "mask_rcnn/accuracy": 0.8527560763888888, "mask_rcnn/false_negative": 0.10892347692603851, "mask_rcnn/false_positive": 0.16724992716569054, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.0, "time": 0.7903066985309124, "total_loss": 1.8478976379992673} {"data_time": 0.016710368916392326, "eta_seconds": 177971.69755479041, "iteration": 44099, "loss_fcos_cls": 0.313175898976624, "loss_fcos_ctr": 0.6250879475846887, "loss_fcos_loc": 0.2222939464263618, "loss_mask": 0.30333904549479485, "loss_maskiou": 0.006959953694604337, "loss_sem_seg": 0.3406997863203287, "lr": 0.01, "mask_rcnn/accuracy": 0.8732416371759846, "mask_rcnn/false_negative": 0.08516152409990829, "mask_rcnn/false_positive": 0.1853594743102557, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7786673279479146, "total_loss": 1.820546499628108} {"data_time": 0.01722177490592003, "eta_seconds": 177851.90720020328, "iteration": 44119, "loss_fcos_cls": 0.29071171721443534, "loss_fcos_ctr": 0.6229068655520678, "loss_fcos_loc": 0.20942035724874586, "loss_mask": 0.30455772671848536, "loss_maskiou": 0.007536373508628458, "loss_sem_seg": 0.3221944570541382, "lr": 0.01, "mask_rcnn/accuracy": 0.868875466853408, "mask_rcnn/false_negative": 0.10552077124334984, "mask_rcnn/false_positive": 0.1540611716784653, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.7767758211120963, "total_loss": 1.7974012110353215} {"data_time": 0.01644628681242466, "eta_seconds": 177950.58969097584, "iteration": 44139, "loss_fcos_cls": 0.2997010503895581, "loss_fcos_ctr": 0.6237905761227012, "loss_fcos_loc": 0.2280869847163558, "loss_mask": 0.30905127665027976, "loss_maskiou": 0.007799603554303758, "loss_sem_seg": 0.35607999470084906, "lr": 0.01, "mask_rcnn/accuracy": 0.8580878550744622, "mask_rcnn/false_negative": 0.10167147773829657, "mask_rcnn/false_positive": 0.15615923972040668, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7945639556273818, "total_loss": 1.8500676264811773} {"data_time": 0.01519824005663395, "eta_seconds": 177959.3619916672, "iteration": 44159, "loss_fcos_cls": 0.2975378299597651, "loss_fcos_ctr": 0.6266031954437494, "loss_fcos_loc": 0.22099386132322252, "loss_mask": 0.3064788542687893, "loss_maskiou": 0.007521534280385822, "loss_sem_seg": 0.33840723102912307, "lr": 0.01, "mask_rcnn/accuracy": 0.8648339862842706, "mask_rcnn/false_negative": 0.10981977893801448, "mask_rcnn/false_positive": 0.16935563266500547, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7927622208371758, "total_loss": 1.8167136099655181} {"data_time": 0.014846968464553356, "eta_seconds": 177925.46433333866, "iteration": 44179, "loss_fcos_cls": 0.30905165476724505, "loss_fcos_ctr": 0.6263865488581359, "loss_fcos_loc": 0.22739590820856392, "loss_mask": 0.3336536092683673, "loss_maskiou": 0.009236571480869316, "loss_sem_seg": 0.353383862413466, "lr": 0.01, "mask_rcnn/accuracy": 0.8417582942267816, "mask_rcnn/false_negative": 0.13550745498757305, "mask_rcnn/false_positive": 0.18254850731313532, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.25, "time": 0.787756247445941, "total_loss": 1.8525732973357663} {"data_time": 0.017534401267766953, "eta_seconds": 177788.91760578845, "iteration": 44199, "loss_fcos_cls": 0.30093475757166743, "loss_fcos_ctr": 0.6269727568142116, "loss_fcos_loc": 0.22641854966059327, "loss_mask": 0.31111775897443295, "loss_maskiou": 0.008138943769154139, "loss_sem_seg": 0.3312836531549692, "lr": 0.01, "mask_rcnn/accuracy": 0.845218319886094, "mask_rcnn/false_negative": 0.11219742665551047, "mask_rcnn/false_positive": 0.21116680019625744, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.0, "time": 0.7822534395381808, "total_loss": 1.7970874882739736} {"data_time": 0.014225462451577187, "eta_seconds": 177773.17020718474, "iteration": 44219, "loss_fcos_cls": 0.29402418434619904, "loss_fcos_ctr": 0.6267230082303286, "loss_fcos_loc": 0.23376082838512957, "loss_mask": 0.3159534176811576, "loss_maskiou": 0.008010709861991927, "loss_sem_seg": 0.31600985396653414, "lr": 0.01, "mask_rcnn/accuracy": 0.8468064947270775, "mask_rcnn/false_negative": 0.10725888201800457, "mask_rcnn/false_positive": 0.21756720306876257, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.8007932426407933, "total_loss": 1.7997054458683124} {"data_time": 0.016255243681371212, "eta_seconds": 177861.4012849303, "iteration": 44239, "loss_fcos_cls": 0.3026633057743311, "loss_fcos_ctr": 0.6260446645319462, "loss_fcos_loc": 0.22592218033969402, "loss_mask": 0.3121811877936125, "loss_maskiou": 0.007489670970244333, "loss_sem_seg": 0.3677771189250052, "lr": 0.01, "mask_rcnn/accuracy": 0.8518003491421199, "mask_rcnn/false_negative": 0.11912255174693645, "mask_rcnn/false_positive": 0.21305310001550484, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.25, "time": 0.7774047078564763, "total_loss": 1.8965237268421333} {"data_time": 0.018404546193778515, "eta_seconds": 177916.48552579153, "iteration": 44259, "loss_fcos_cls": 0.30982693866826594, "loss_fcos_ctr": 0.6276808027178049, "loss_fcos_loc": 0.2358515770174563, "loss_mask": 0.3204702828079462, "loss_maskiou": 0.008653389348182827, "loss_sem_seg": 0.3037541857920587, "lr": 0.01, "mask_rcnn/accuracy": 0.8493311163751215, "mask_rcnn/false_negative": 0.11063743124119736, "mask_rcnn/false_positive": 0.19373094125101445, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.5, "time": 0.7968349857255816, "total_loss": 1.844821952181519} {"data_time": 0.015129715204238892, "eta_seconds": 177883.8000049563, "iteration": 44279, "loss_fcos_cls": 0.29501871671527624, "loss_fcos_ctr": 0.6301267445087433, "loss_fcos_loc": 0.23178480111528188, "loss_mask": 0.3142172582447529, "loss_maskiou": 0.00820384053804446, "loss_sem_seg": 0.3053372707217932, "lr": 0.01, "mask_rcnn/accuracy": 0.8585531310738581, "mask_rcnn/false_negative": 0.11770247870046699, "mask_rcnn/false_positive": 0.1894675211673973, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7836132915690541, "total_loss": 1.7736955233413028} {"data_time": 0.018501070328056812, "eta_seconds": 177884.95975324232, "iteration": 44299, "loss_fcos_cls": 0.30734420847147703, "loss_fcos_ctr": 0.62472063023597, "loss_fcos_loc": 0.22651192877674475, "loss_mask": 0.3056208686903119, "loss_maskiou": 0.00794995053729508, "loss_sem_seg": 0.3083510408177972, "lr": 0.01, "mask_rcnn/accuracy": 0.8500269762097956, "mask_rcnn/false_negative": 0.11497784093339806, "mask_rcnn/false_positive": 0.1712145668748873, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.7872110288590193, "total_loss": 1.7900217595379218} {"data_time": 0.016204508021473885, "eta_seconds": 177943.44905606378, "iteration": 44319, "loss_fcos_cls": 0.30503977998159826, "loss_fcos_ctr": 0.6253865417093039, "loss_fcos_loc": 0.22893982962705195, "loss_mask": 0.31496753357350826, "loss_maskiou": 0.007695715168665629, "loss_sem_seg": 0.33779372554272413, "lr": 0.01, "mask_rcnn/accuracy": 0.8708892128279884, "mask_rcnn/false_negative": 0.09855503926500844, "mask_rcnn/false_positive": 0.2079570070908459, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.75, "time": 0.7922720042988658, "total_loss": 1.8082582684000954} {"data_time": 0.016992801800370216, "eta_seconds": 177978.47729194444, "iteration": 44339, "loss_fcos_cls": 0.2884853184223175, "loss_fcos_ctr": 0.6254367204383016, "loss_fcos_loc": 0.2268275637179613, "loss_mask": 0.31633872352540493, "loss_maskiou": 0.007901718112407252, "loss_sem_seg": 0.3398454734124243, "lr": 0.01, "mask_rcnn/accuracy": 0.8616911645610625, "mask_rcnn/false_negative": 0.11608712810646195, "mask_rcnn/false_positive": 0.15454754323839784, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7970969313755631, "total_loss": 1.8038656023563817} {"data_time": 0.0178025895729661, "eta_seconds": 178097.58565793745, "iteration": 44359, "loss_fcos_cls": 0.31183401495218277, "loss_fcos_ctr": 0.6232006084173918, "loss_fcos_loc": 0.2272737247403711, "loss_mask": 0.3153987657278776, "loss_maskiou": 0.007780457817716524, "loss_sem_seg": 0.324677265714854, "lr": 0.01, "mask_rcnn/accuracy": 0.859569803015191, "mask_rcnn/false_negative": 0.10418917629243568, "mask_rcnn/false_positive": 0.2018111684599564, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.75, "time": 0.7757698316127062, "total_loss": 1.8154557878733613} {"data_time": 0.014424880035221577, "eta_seconds": 178203.578006736, "iteration": 44379, "loss_fcos_cls": 0.30525691295042634, "loss_fcos_ctr": 0.6234039478003979, "loss_fcos_loc": 0.22026541584637016, "loss_mask": 0.30366617534309626, "loss_maskiou": 0.007242365332785994, "loss_sem_seg": 0.3280617753043771, "lr": 0.01, "mask_rcnn/accuracy": 0.8661121740362812, "mask_rcnn/false_negative": 0.09417660953996293, "mask_rcnn/false_positive": 0.16907209136904516, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.8011636445298791, "total_loss": 1.8165594940510346} {"data_time": 0.020047138445079327, "eta_seconds": 177892.7095311815, "iteration": 44399, "loss_fcos_cls": 0.300575990928337, "loss_fcos_ctr": 0.6259057661518455, "loss_fcos_loc": 0.23176803160458803, "loss_mask": 0.3112934064120054, "loss_maskiou": 0.007765771777485497, "loss_sem_seg": 0.3241355996578932, "lr": 0.01, "mask_rcnn/accuracy": 0.8680078601953602, "mask_rcnn/false_negative": 0.12152396333529213, "mask_rcnn/false_positive": 0.13459818252187306, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.5, "time": 0.7760174237191677, "total_loss": 1.7967523476618226} {"data_time": 0.015631956979632378, "eta_seconds": 177864.60172329936, "iteration": 44419, "loss_fcos_cls": 0.29185414977837354, "loss_fcos_ctr": 0.6250266833230853, "loss_fcos_loc": 0.22293380787596107, "loss_mask": 0.3083406575024128, "loss_maskiou": 0.007898330746684223, "loss_sem_seg": 0.338094983715564, "lr": 0.01, "mask_rcnn/accuracy": 0.8585768773528829, "mask_rcnn/false_negative": 0.12548975899352904, "mask_rcnn/false_positive": 0.18308072449942642, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.25, "time": 0.7936155823990703, "total_loss": 1.8081796823098557} {"data_time": 0.01520664244890213, "eta_seconds": 177738.7261400828, "iteration": 44439, "loss_fcos_cls": 0.300953813130036, "loss_fcos_ctr": 0.6230820016935468, "loss_fcos_loc": 0.22167410934343934, "loss_mask": 0.3158974079415202, "loss_maskiou": 0.008555026055546477, "loss_sem_seg": 0.3049035952426493, "lr": 0.01, "mask_rcnn/accuracy": 0.8457638709096436, "mask_rcnn/false_negative": 0.11652569732288204, "mask_rcnn/false_positive": 0.20752662842788233, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.25, "time": 0.7745430460199714, "total_loss": 1.767730502091581} {"data_time": 0.01675471756607294, "eta_seconds": 177782.2103905063, "iteration": 44459, "loss_fcos_cls": 0.29134156461805105, "loss_fcos_ctr": 0.6213939189910889, "loss_fcos_loc": 0.21624647779390216, "loss_mask": 0.31469761300832033, "loss_maskiou": 0.008231305138906464, "loss_sem_seg": 0.3006875216960907, "lr": 0.01, "mask_rcnn/accuracy": 0.8682445039836587, "mask_rcnn/false_negative": 0.0987340997330598, "mask_rcnn/false_positive": 0.16100729108980685, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.786336874589324, "total_loss": 1.7534845107293222} {"data_time": 0.016223115846514702, "eta_seconds": 177766.4454333242, "iteration": 44479, "loss_fcos_cls": 0.30630113603547215, "loss_fcos_ctr": 0.6261574970558286, "loss_fcos_loc": 0.22926240996457636, "loss_mask": 0.30252268677577376, "loss_maskiou": 0.008661314670462161, "loss_sem_seg": 0.29762137588113546, "lr": 0.01, "mask_rcnn/accuracy": 0.8604796263305481, "mask_rcnn/false_negative": 0.12666134808811805, "mask_rcnn/false_positive": 0.15849611430130361, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7905411971732974, "total_loss": 1.8017118514908361} {"data_time": 0.017115585505962372, "eta_seconds": 177801.52385708783, "iteration": 44499, "loss_fcos_cls": 0.2832791537512094, "loss_fcos_ctr": 0.6236148560419679, "loss_fcos_loc": 0.21677620167611167, "loss_mask": 0.2895802999846637, "loss_maskiou": 0.007999927838682197, "loss_sem_seg": 0.31582317454740405, "lr": 0.01, "mask_rcnn/accuracy": 0.8697002402359546, "mask_rcnn/false_negative": 0.0924655751423894, "mask_rcnn/false_positive": 0.18695400941580526, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.5, "time": 0.7896426431834698, "total_loss": 1.7556791765528033} {"data_time": 0.017322618514299393, "eta_seconds": 177734.91551895998, "iteration": 44519, "loss_fcos_cls": 0.2903217920102179, "loss_fcos_ctr": 0.6241885684430599, "loss_fcos_loc": 0.22007108107209206, "loss_mask": 0.30961078591644764, "loss_maskiou": 0.007242968276841566, "loss_sem_seg": 0.32399429520592093, "lr": 0.01, "mask_rcnn/accuracy": 0.872298666941524, "mask_rcnn/false_negative": 0.08536762493991595, "mask_rcnn/false_positive": 0.19634730481955176, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7861333834007382, "total_loss": 1.7868774361850228} {"data_time": 0.016687199473381042, "eta_seconds": 177769.98492398206, "iteration": 44539, "loss_fcos_cls": 0.3130056578665972, "loss_fcos_ctr": 0.6257707057520747, "loss_fcos_loc": 0.22234748583287, "loss_mask": 0.3008945658802986, "loss_maskiou": 0.007461965491529554, "loss_sem_seg": 0.3503630217164755, "lr": 0.01, "mask_rcnn/accuracy": 0.8607548488145258, "mask_rcnn/false_negative": 0.10029378625855379, "mask_rcnn/false_positive": 0.15893090751851469, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.8000375078991055, "total_loss": 1.825779090388096} {"data_time": 0.01874756719917059, "eta_seconds": 177786.1839170102, "iteration": 44559, "loss_fcos_cls": 0.2936339839361608, "loss_fcos_ctr": 0.6244878266006708, "loss_fcos_loc": 0.22042408143170178, "loss_mask": 0.30911105405539274, "loss_maskiou": 0.0077847768043284304, "loss_sem_seg": 0.34472892759367824, "lr": 0.01, "mask_rcnn/accuracy": 0.8664155678505168, "mask_rcnn/false_negative": 0.11981471064175987, "mask_rcnn/false_positive": 0.1453501032634089, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7847088454291224, "total_loss": 1.794101561026764} {"data_time": 0.0169912064447999, "eta_seconds": 177770.4116143752, "iteration": 44579, "loss_fcos_cls": 0.2811501126270741, "loss_fcos_ctr": 0.6256382083520293, "loss_fcos_loc": 0.22158799809403718, "loss_mask": 0.3093429785221815, "loss_maskiou": 0.007678611684241332, "loss_sem_seg": 0.31669431645423174, "lr": 0.01, "mask_rcnn/accuracy": 0.8739478751762274, "mask_rcnn/false_negative": 0.09781675456887035, "mask_rcnn/false_positive": 0.1496081234327881, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.798982628621161, "total_loss": 1.7747244880883954} {"data_time": 0.015533873811364174, "eta_seconds": 177735.00392745528, "iteration": 44599, "loss_fcos_cls": 0.29415190988220274, "loss_fcos_ctr": 0.6248078751377761, "loss_fcos_loc": 0.21967358945403248, "loss_mask": 0.29820836149156094, "loss_maskiou": 0.006828158206189983, "loss_sem_seg": 0.3160464344546199, "lr": 0.01, "mask_rcnn/accuracy": 0.8712450950730697, "mask_rcnn/false_negative": 0.10282593144320061, "mask_rcnn/false_positive": 0.1693787615680198, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.797370795160532, "total_loss": 1.7676288617658429} {"data_time": 0.01650870591402054, "eta_seconds": 177571.28784919437, "iteration": 44619, "loss_fcos_cls": 0.2921722633764148, "loss_fcos_ctr": 0.626221677288413, "loss_fcos_loc": 0.22050040063913912, "loss_mask": 0.2983555132523179, "loss_maskiou": 0.007901375633082353, "loss_sem_seg": 0.31193603691644967, "lr": 0.01, "mask_rcnn/accuracy": 0.8496671133891345, "mask_rcnn/false_negative": 0.12383142597244795, "mask_rcnn/false_positive": 0.1864145346740957, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7748006228357553, "total_loss": 1.7569168294285191} {"data_time": 0.01703222654759884, "eta_seconds": 177597.22970828507, "iteration": 44639, "loss_fcos_cls": 0.28603115445002913, "loss_fcos_ctr": 0.6235867100767791, "loss_fcos_loc": 0.21866500517353415, "loss_mask": 0.3107692236080766, "loss_maskiou": 0.008528368736733682, "loss_sem_seg": 0.32085128012113273, "lr": 0.01, "mask_rcnn/accuracy": 0.859352056371329, "mask_rcnn/false_negative": 0.09400977817158027, "mask_rcnn/false_positive": 0.2118659332769779, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7932900488376617, "total_loss": 1.7762343435897492} {"data_time": 0.015340407378971577, "eta_seconds": 177549.04084075615, "iteration": 44659, "loss_fcos_cls": 0.29648415255360305, "loss_fcos_ctr": 0.6231391811743379, "loss_fcos_loc": 0.2199866024311632, "loss_mask": 0.31273488514125347, "loss_maskiou": 0.008050591379287653, "loss_sem_seg": 0.3413659241050482, "lr": 0.01, "mask_rcnn/accuracy": 0.8569083918719345, "mask_rcnn/false_negative": 0.09883756810771227, "mask_rcnn/false_positive": 0.18131288714728344, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7815550826489925, "total_loss": 1.7777120782920974} {"data_time": 0.016620827838778496, "eta_seconds": 177533.2825863026, "iteration": 44679, "loss_fcos_cls": 0.2772552757523954, "loss_fcos_ctr": 0.6252191215753555, "loss_fcos_loc": 0.21727199689485133, "loss_mask": 0.3047105958685279, "loss_maskiou": 0.0073175677680410445, "loss_sem_seg": 0.32537694834172726, "lr": 0.01, "mask_rcnn/accuracy": 0.8834849809628601, "mask_rcnn/false_negative": 0.09403711707751286, "mask_rcnn/false_positive": 0.1492743478596597, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.7969636498019099, "total_loss": 1.7709927077812608} {"data_time": 0.016254198737442493, "eta_seconds": 177656.15112559218, "iteration": 44699, "loss_fcos_cls": 0.29609879455529153, "loss_fcos_ctr": 0.6266093589365482, "loss_fcos_loc": 0.2261433374369517, "loss_mask": 0.3140802327543497, "loss_maskiou": 0.007580111152492464, "loss_sem_seg": 0.2941453140228987, "lr": 0.01, "mask_rcnn/accuracy": 0.845899716946964, "mask_rcnn/false_negative": 0.1287239508517419, "mask_rcnn/false_positive": 0.17877573417416182, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.25, "time": 0.8004811415448785, "total_loss": 1.7915257307176944} {"data_time": 0.016675055027008057, "eta_seconds": 177577.2659471389, "iteration": 44719, "loss_fcos_cls": 0.28933203406631947, "loss_fcos_ctr": 0.623133450280875, "loss_fcos_loc": 0.21933589782565832, "loss_mask": 0.3115958347916603, "loss_maskiou": 0.00734115949308034, "loss_sem_seg": 0.3141909400001168, "lr": 0.01, "mask_rcnn/accuracy": 0.8557845626882419, "mask_rcnn/false_negative": 0.11023635653252675, "mask_rcnn/false_positive": 0.1786359805306088, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7989363381639123, "total_loss": 1.772003849822795} {"data_time": 0.016484598629176617, "eta_seconds": 177681.2432018146, "iteration": 44739, "loss_fcos_cls": 0.3052208349108696, "loss_fcos_ctr": 0.625668722204864, "loss_fcos_loc": 0.22080882312729955, "loss_mask": 0.3166531343013048, "loss_maskiou": 0.007889428423368372, "loss_sem_seg": 0.3479735200526193, "lr": 0.01, "mask_rcnn/accuracy": 0.8441755788854003, "mask_rcnn/false_negative": 0.1101136098098186, "mask_rcnn/false_positive": 0.2030927483292752, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.8037685612216592, "total_loss": 1.8310663694282994} {"data_time": 0.017107240855693817, "eta_seconds": 177615.22448546346, "iteration": 44759, "loss_fcos_cls": 0.29606826324015856, "loss_fcos_ctr": 0.6263345200568438, "loss_fcos_loc": 0.23837419226765633, "loss_mask": 0.30544166825711727, "loss_maskiou": 0.00801244164176751, "loss_sem_seg": 0.32948952773585916, "lr": 0.01, "mask_rcnn/accuracy": 0.8632469360026619, "mask_rcnn/false_negative": 0.1152126811223616, "mask_rcnn/false_positive": 0.15293755866783876, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7788628032431006, "total_loss": 1.8031685296155047} {"data_time": 0.018116487190127373, "eta_seconds": 177581.37072714232, "iteration": 44779, "loss_fcos_cls": 0.2880321117118001, "loss_fcos_ctr": 0.6242808983661234, "loss_fcos_loc": 0.22755232034251094, "loss_mask": 0.30863571912050247, "loss_maskiou": 0.007320791875827126, "loss_sem_seg": 0.3438507439568639, "lr": 0.01, "mask_rcnn/accuracy": 0.867851727955333, "mask_rcnn/false_negative": 0.09720477572288544, "mask_rcnn/false_positive": 0.16200435026994092, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7864074017852545, "total_loss": 1.7766100865701446} {"data_time": 0.017317991703748703, "eta_seconds": 177437.82994163968, "iteration": 44799, "loss_fcos_cls": 0.2902289326302707, "loss_fcos_ctr": 0.622773876413703, "loss_fcos_loc": 0.21494757756590843, "loss_mask": 0.29988544899970293, "loss_maskiou": 0.006741839999449439, "loss_sem_seg": 0.34221602138131857, "lr": 0.01, "mask_rcnn/accuracy": 0.8829469765005239, "mask_rcnn/false_negative": 0.08476397328244331, "mask_rcnn/false_positive": 0.1621931662384385, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.770931938663125, "total_loss": 1.7703343444154598} {"data_time": 0.015533269383013248, "eta_seconds": 177373.23579699825, "iteration": 44819, "loss_fcos_cls": 0.28394435974769294, "loss_fcos_ctr": 0.6235596528276801, "loss_fcos_loc": 0.22041135444305837, "loss_mask": 0.3040144117549062, "loss_maskiou": 0.007530594797572121, "loss_sem_seg": 0.3264778128359467, "lr": 0.01, "mask_rcnn/accuracy": 0.8441888236318557, "mask_rcnn/false_negative": 0.10729336912033281, "mask_rcnn/false_positive": 0.1760633969609708, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.7846297668293118, "total_loss": 1.791181782988133} {"data_time": 0.0155745018273592, "eta_seconds": 177350.29877161235, "iteration": 44839, "loss_fcos_cls": 0.31540779978968203, "loss_fcos_ctr": 0.627476142719388, "loss_fcos_loc": 0.2287080471869558, "loss_mask": 0.3075498640537262, "loss_maskiou": 0.00743030064040795, "loss_sem_seg": 0.3672155989333987, "lr": 0.01, "mask_rcnn/accuracy": 0.8697724134082888, "mask_rcnn/false_negative": 0.09178426653549193, "mask_rcnn/false_positive": 0.15384965721228688, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7842180738225579, "total_loss": 1.849929608288221} {"data_time": 0.01620514690876007, "eta_seconds": 177254.09723224305, "iteration": 44859, "loss_fcos_cls": 0.29446332808583975, "loss_fcos_ctr": 0.6265665907412767, "loss_fcos_loc": 0.22004227247089148, "loss_mask": 0.30754485726356506, "loss_maskiou": 0.007652236730791628, "loss_sem_seg": 0.31627632677555084, "lr": 0.01, "mask_rcnn/accuracy": 0.8812057441063983, "mask_rcnn/false_negative": 0.09950833219987337, "mask_rcnn/false_positive": 0.15215804372436492, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7641483880579472, "total_loss": 1.7844523145176936} {"data_time": 0.01684257946908474, "eta_seconds": 177238.35118001513, "iteration": 44879, "loss_fcos_cls": 0.3023223802447319, "loss_fcos_ctr": 0.6251192106865346, "loss_fcos_loc": 0.22998533118516207, "loss_mask": 0.31146366335451603, "loss_maskiou": 0.00785846367944032, "loss_sem_seg": 0.37278310488909483, "lr": 0.01, "mask_rcnn/accuracy": 0.8584886332851724, "mask_rcnn/false_negative": 0.10978412268176432, "mask_rcnn/false_positive": 0.17410993770303768, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.789946055971086, "total_loss": 1.8468076995486626} {"data_time": 0.015236618928611279, "eta_seconds": 177222.60512778722, "iteration": 44899, "loss_fcos_cls": 0.3065795269794762, "loss_fcos_ctr": 0.624104986898601, "loss_fcos_loc": 0.21972998068667948, "loss_mask": 0.308349316008389, "loss_maskiou": 0.007624051286256872, "loss_sem_seg": 0.336816051742062, "lr": 0.01, "mask_rcnn/accuracy": 0.8708919654923056, "mask_rcnn/false_negative": 0.09840709003801237, "mask_rcnn/false_positive": 0.1724050982702645, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.25, "time": 0.7864427305757999, "total_loss": 1.7905067478859564} {"data_time": 0.015245670452713966, "eta_seconds": 177256.3885922553, "iteration": 44919, "loss_fcos_cls": 0.305315257050097, "loss_fcos_ctr": 0.6234366684220731, "loss_fcos_loc": 0.2257554226089269, "loss_mask": 0.31150444876402617, "loss_maskiou": 0.008441012614639476, "loss_sem_seg": 0.31560211861506104, "lr": 0.01, "mask_rcnn/accuracy": 0.8584909556279121, "mask_rcnn/false_negative": 0.11268657523645426, "mask_rcnn/false_positive": 0.17471607781106396, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7955912044271827, "total_loss": 1.81264074970386} {"data_time": 0.015445621684193611, "eta_seconds": 177240.63813898806, "iteration": 44939, "loss_fcos_cls": 0.3049151690211147, "loss_fcos_ctr": 0.6266796770505607, "loss_fcos_loc": 0.2283308121841401, "loss_mask": 0.3217727383598685, "loss_maskiou": 0.00853135772922542, "loss_sem_seg": 0.3647940191440284, "lr": 0.01, "mask_rcnn/accuracy": 0.8593661504842455, "mask_rcnn/false_negative": 0.11003137482858372, "mask_rcnn/false_positive": 0.15352795230604582, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7905446877703071, "total_loss": 1.862891144468449} {"data_time": 0.015165149234235287, "eta_seconds": 177146.00882610772, "iteration": 44959, "loss_fcos_cls": 0.27986195497214794, "loss_fcos_ctr": 0.619492182508111, "loss_fcos_loc": 0.21605922747403383, "loss_mask": 0.3067529881373048, "loss_maskiou": 0.008069179981248453, "loss_sem_seg": 0.34908471582457423, "lr": 0.01, "mask_rcnn/accuracy": 0.8657242063492063, "mask_rcnn/false_negative": 0.11320194126638597, "mask_rcnn/false_positive": 0.16286433525561822, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7675815289840102, "total_loss": 1.7880824629828567} {"data_time": 0.014523934572935104, "eta_seconds": 177159.62091887556, "iteration": 44979, "loss_fcos_cls": 0.2990049719810486, "loss_fcos_ctr": 0.6258845874108374, "loss_fcos_loc": 0.23223366378806531, "loss_mask": 0.3096538372337818, "loss_maskiou": 0.007428359262121376, "loss_sem_seg": 0.3449667510576546, "lr": 0.01, "mask_rcnn/accuracy": 0.8648787397508538, "mask_rcnn/false_negative": 0.10095009913266789, "mask_rcnn/false_positive": 0.1555506203997774, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7989145116880536, "total_loss": 1.8099109511167626} {"data_time": 0.016969083808362484, "eta_seconds": 176945.39177468792, "iteration": 44999, "loss_fcos_cls": 0.2882899553515017, "loss_fcos_ctr": 0.6239796504378319, "loss_fcos_loc": 0.22726017306558788, "loss_mask": 0.3156083896756172, "loss_maskiou": 0.0081043448735727, "loss_sem_seg": 0.3333198903128505, "lr": 0.01, "mask_rcnn/accuracy": 0.876758621026322, "mask_rcnn/false_negative": 0.11025973901697622, "mask_rcnn/false_positive": 0.16237749880946967, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.775744198821485, "total_loss": 1.805529665783979} {"data_time": 0.016841567121446133, "eta_seconds": 177128.12881441973, "iteration": 45019, "loss_fcos_cls": 0.2944173092255369, "loss_fcos_ctr": 0.6236004959791899, "loss_fcos_loc": 0.21845546318218112, "loss_mask": 0.30633256025612354, "loss_maskiou": 0.008031028526602313, "loss_sem_seg": 0.31194666819646955, "lr": 0.01, "mask_rcnn/accuracy": 0.852068544809228, "mask_rcnn/false_negative": 0.10153678278509373, "mask_rcnn/false_positive": 0.17687205024662922, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.0, "time": 0.788872173987329, "total_loss": 1.7680849186872365} {"data_time": 0.01547569502145052, "eta_seconds": 176913.93495595828, "iteration": 45039, "loss_fcos_cls": 0.2883220547810197, "loss_fcos_ctr": 0.620230233296752, "loss_fcos_loc": 0.21375381399411708, "loss_mask": 0.29648547153919935, "loss_maskiou": 0.007434968509187456, "loss_sem_seg": 0.32729142950847745, "lr": 0.01, "mask_rcnn/accuracy": 0.8441532183525584, "mask_rcnn/false_negative": 0.10945209281792252, "mask_rcnn/false_positive": 0.1758745274351522, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7759846104308963, "total_loss": 1.752629870603414} {"data_time": 0.01520677749067545, "eta_seconds": 176898.20654659346, "iteration": 45059, "loss_fcos_cls": 0.2937985653989017, "loss_fcos_ctr": 0.6224407176487148, "loss_fcos_loc": 0.2238081234972924, "loss_mask": 0.3056656150147319, "loss_maskiou": 0.007585181519971229, "loss_sem_seg": 0.34138650307431817, "lr": 0.01, "mask_rcnn/accuracy": 0.877584208959985, "mask_rcnn/false_negative": 0.09363962806710623, "mask_rcnn/false_positive": 0.1189347526699502, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.788940941914916, "total_loss": 1.791790207649683} {"data_time": 0.014357885345816612, "eta_seconds": 176817.20184785128, "iteration": 45079, "loss_fcos_cls": 0.2956563578918576, "loss_fcos_ctr": 0.626957856118679, "loss_fcos_loc": 0.22023900179192424, "loss_mask": 0.2910455660894513, "loss_maskiou": 0.0078077348953229375, "loss_sem_seg": 0.33100036229006946, "lr": 0.01, "mask_rcnn/accuracy": 0.8765093720836048, "mask_rcnn/false_negative": 0.07822509661931798, "mask_rcnn/false_positive": 0.15994697634011062, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7756016636267304, "total_loss": 1.8114144867431605} {"data_time": 0.016222343780100346, "eta_seconds": 176801.47924286127, "iteration": 45099, "loss_fcos_cls": 0.2883323538117111, "loss_fcos_ctr": 0.6242971112951636, "loss_fcos_loc": 0.22387433680705726, "loss_mask": 0.29771253280341625, "loss_maskiou": 0.006447266452596523, "loss_sem_seg": 0.31043192720972, "lr": 0.01, "mask_rcnn/accuracy": 0.8654275268810795, "mask_rcnn/false_negative": 0.09629971534938425, "mask_rcnn/false_positive": 0.17283728499181772, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.25, "time": 0.7736543286591768, "total_loss": 1.7590371552796569} {"data_time": 0.015310668386518955, "eta_seconds": 177020.06128138397, "iteration": 45119, "loss_fcos_cls": 0.2849225401878357, "loss_fcos_ctr": 0.6243826318532228, "loss_fcos_loc": 0.22464682743884623, "loss_mask": 0.3131451131775975, "loss_maskiou": 0.007563370920252055, "loss_sem_seg": 0.30639920849353075, "lr": 0.01, "mask_rcnn/accuracy": 0.8694160997732425, "mask_rcnn/false_negative": 0.10207657501940243, "mask_rcnn/false_positive": 0.15909434897045904, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7911379989236593, "total_loss": 1.7281074998318218} {"data_time": 0.01602356694638729, "eta_seconds": 176939.8522378998, "iteration": 45139, "loss_fcos_cls": 0.2997488961555064, "loss_fcos_ctr": 0.6268336270004511, "loss_fcos_loc": 0.227076186100021, "loss_mask": 0.2974021825939417, "loss_maskiou": 0.006429095308703836, "loss_sem_seg": 0.3646445255726576, "lr": 0.01, "mask_rcnn/accuracy": 0.8671780237518736, "mask_rcnn/false_negative": 0.1115900978152077, "mask_rcnn/false_positive": 0.16322001448520615, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.5, "time": 0.7882403116673231, "total_loss": 1.8247833021596307} {"data_time": 0.01802037935703993, "eta_seconds": 176787.01418524794, "iteration": 45159, "loss_fcos_cls": 0.3013011496514082, "loss_fcos_ctr": 0.6265070103108883, "loss_fcos_loc": 0.21924976748414338, "loss_mask": 0.3141778241842985, "loss_maskiou": 0.007064888835884631, "loss_sem_seg": 0.33055232046172023, "lr": 0.01, "mask_rcnn/accuracy": 0.8686639030612244, "mask_rcnn/false_negative": 0.10175904133543445, "mask_rcnn/false_positive": 0.1584881491787382, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7817525351420045, "total_loss": 1.7934668786620023} {"data_time": 0.015393693000078201, "eta_seconds": 176811.6998078348, "iteration": 45179, "loss_fcos_cls": 0.30228066886775196, "loss_fcos_ctr": 0.6258857380598783, "loss_fcos_loc": 0.22382462956011295, "loss_mask": 0.31045863032341003, "loss_maskiou": 0.007973282132297754, "loss_sem_seg": 0.32335386145859957, "lr": 0.01, "mask_rcnn/accuracy": 0.8808681113712609, "mask_rcnn/false_negative": 0.09530389291621047, "mask_rcnn/false_positive": 0.1382466366114527, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.75, "time": 0.7935133371502161, "total_loss": 1.7830778658462805} {"data_time": 0.015400530770421028, "eta_seconds": 177066.7411947772, "iteration": 45199, "loss_fcos_cls": 0.27568093431182206, "loss_fcos_ctr": 0.6247149682603776, "loss_fcos_loc": 0.22733497701119632, "loss_mask": 0.30053463391959667, "loss_maskiou": 0.007440047484124079, "loss_sem_seg": 0.2886100271716714, "lr": 0.01, "mask_rcnn/accuracy": 0.8706238170170697, "mask_rcnn/false_negative": 0.11287662083432666, "mask_rcnn/false_positive": 0.16702814397211166, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7984632086008787, "total_loss": 1.7900033693367732} {"data_time": 0.016612663865089417, "eta_seconds": 177009.7406039983, "iteration": 45219, "loss_fcos_cls": 0.3099790804553777, "loss_fcos_ctr": 0.6249919217079878, "loss_fcos_loc": 0.21631998103111982, "loss_mask": 0.31885383464396, "loss_maskiou": 0.009498721796262544, "loss_sem_seg": 0.31854786071926355, "lr": 0.01, "mask_rcnn/accuracy": 0.8669264409060328, "mask_rcnn/false_negative": 0.11337051942203123, "mask_rcnn/false_positive": 0.15278451150499728, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7848529098555446, "total_loss": 1.7882334144669585} {"data_time": 0.016877885907888412, "eta_seconds": 177035.23479735106, "iteration": 45239, "loss_fcos_cls": 0.31142875039950013, "loss_fcos_ctr": 0.6285004671663046, "loss_fcos_loc": 0.2299571280600503, "loss_mask": 0.3039024770259857, "loss_maskiou": 0.007855827978346497, "loss_sem_seg": 0.3428737686481327, "lr": 0.01, "mask_rcnn/accuracy": 0.8598937243071338, "mask_rcnn/false_negative": 0.11782403988071549, "mask_rcnn/false_positive": 0.18604565927547606, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7950634565204382, "total_loss": 1.8303158666094532} {"data_time": 0.017226412892341614, "eta_seconds": 176748.78337216098, "iteration": 45259, "loss_fcos_cls": 0.29672404401935637, "loss_fcos_ctr": 0.6232100408524275, "loss_fcos_loc": 0.2176438334863633, "loss_mask": 0.3022313518449664, "loss_maskiou": 0.00738828674366232, "loss_sem_seg": 0.33756492333486676, "lr": 0.01, "mask_rcnn/accuracy": 0.861546360641958, "mask_rcnn/false_negative": 0.09963338384445684, "mask_rcnn/false_positive": 0.15837696560722886, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7752044089138508, "total_loss": 1.806190426374087} {"data_time": 0.016765973530709743, "eta_seconds": 176751.94122607727, "iteration": 45279, "loss_fcos_cls": 0.32129152538254857, "loss_fcos_ctr": 0.6252403249964118, "loss_fcos_loc": 0.2280999578651972, "loss_mask": 0.3216408956795931, "loss_maskiou": 0.009070738997252192, "loss_sem_seg": 0.34265786595642567, "lr": 0.01, "mask_rcnn/accuracy": 0.8419293999651143, "mask_rcnn/false_negative": 0.12233500926750518, "mask_rcnn/false_positive": 0.165998171085403, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.5, "time": 0.7838345756754279, "total_loss": 1.807606028727605} {"data_time": 0.01582312025129795, "eta_seconds": 176677.9995117206, "iteration": 45299, "loss_fcos_cls": 0.30877677840180695, "loss_fcos_ctr": 0.6235427791252732, "loss_fcos_loc": 0.22366986307315528, "loss_mask": 0.29894550517201424, "loss_maskiou": 0.007691984545090236, "loss_sem_seg": 0.33381335716694593, "lr": 0.01, "mask_rcnn/accuracy": 0.8792770176252319, "mask_rcnn/false_negative": 0.09197657097663006, "mask_rcnn/false_positive": 0.14474796928292394, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7784168990328908, "total_loss": 1.7737659149424871} {"data_time": 0.017557957209646702, "eta_seconds": 176662.2739030663, "iteration": 45319, "loss_fcos_cls": 0.2888742296490818, "loss_fcos_ctr": 0.6254588840529323, "loss_fcos_loc": 0.21795493946410716, "loss_mask": 0.3149714218452573, "loss_maskiou": 0.007407148237689398, "loss_sem_seg": 0.32625836366787553, "lr": 0.01, "mask_rcnn/accuracy": 0.8666078349944629, "mask_rcnn/false_negative": 0.11168696549109916, "mask_rcnn/false_positive": 0.1633553560799249, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.75, "time": 0.7916727848351002, "total_loss": 1.817636531603057} {"data_time": 0.01701654400676489, "eta_seconds": 176580.04938744195, "iteration": 45339, "loss_fcos_cls": 0.29868875397369266, "loss_fcos_ctr": 0.6234537800773978, "loss_fcos_loc": 0.21895248198416084, "loss_mask": 0.29398262314498425, "loss_maskiou": 0.007251951625221409, "loss_sem_seg": 0.3399171894416213, "lr": 0.01, "mask_rcnn/accuracy": 0.8887445554814009, "mask_rcnn/false_negative": 0.1113117207979086, "mask_rcnn/false_positive": 0.12998950197267095, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.25, "time": 0.7743859179317951, "total_loss": 1.7874147488328163} {"data_time": 0.017105148173868656, "eta_seconds": 176564.32969872095, "iteration": 45359, "loss_fcos_cls": 0.2851932253688574, "loss_fcos_ctr": 0.6218069642782211, "loss_fcos_loc": 0.22188900806941092, "loss_mask": 0.2893065931275487, "loss_maskiou": 0.006809905549744144, "loss_sem_seg": 0.343348553404212, "lr": 0.01, "mask_rcnn/accuracy": 0.8680677566893771, "mask_rcnn/false_negative": 0.09315624291631971, "mask_rcnn/false_positive": 0.1667253744403449, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7802689149975777, "total_loss": 1.769127786581521} {"data_time": 0.014873700216412544, "eta_seconds": 176497.81797755882, "iteration": 45379, "loss_fcos_cls": 0.28908980218693614, "loss_fcos_ctr": 0.622611403465271, "loss_fcos_loc": 0.21543004363775253, "loss_mask": 0.31558827217668295, "loss_maskiou": 0.008125252585159615, "loss_sem_seg": 0.3337105137761682, "lr": 0.01, "mask_rcnn/accuracy": 0.8771979774052479, "mask_rcnn/false_negative": 0.10070201271131177, "mask_rcnn/false_positive": 0.15110320188951049, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.7770471191033721, "total_loss": 1.7911425915299333} {"data_time": 0.015882492065429688, "eta_seconds": 176523.77861552127, "iteration": 45399, "loss_fcos_cls": 0.30816026660613716, "loss_fcos_ctr": 0.6253512399271131, "loss_fcos_loc": 0.23069214983843267, "loss_mask": 0.3196173384785652, "loss_maskiou": 0.008413037357968278, "loss_sem_seg": 0.3066102806478739, "lr": 0.01, "mask_rcnn/accuracy": 0.8602457952657807, "mask_rcnn/false_negative": 0.10170296752208907, "mask_rcnn/false_positive": 0.17418676976480774, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7876574052497745, "total_loss": 1.8175644667499} {"data_time": 0.01693627890199423, "eta_seconds": 176488.66708651558, "iteration": 45419, "loss_fcos_cls": 0.3000542437657714, "loss_fcos_ctr": 0.6250664973631501, "loss_fcos_loc": 0.2366346763446927, "loss_mask": 0.31907503958791494, "loss_maskiou": 0.0077158148342277855, "loss_sem_seg": 0.3714178600348532, "lr": 0.01, "mask_rcnn/accuracy": 0.8552380042926262, "mask_rcnn/false_negative": 0.1206011725536985, "mask_rcnn/false_positive": 0.1772386838684787, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.75, "time": 0.7726708017289639, "total_loss": 1.8673456053220434} {"data_time": 0.016656819730997086, "eta_seconds": 176586.7937665712, "iteration": 45439, "loss_fcos_cls": 0.30551271338481456, "loss_fcos_ctr": 0.6251016948372126, "loss_fcos_loc": 0.22399218077771366, "loss_mask": 0.31364225689321756, "loss_maskiou": 0.008195035174139775, "loss_sem_seg": 0.3460053694434464, "lr": 0.01, "mask_rcnn/accuracy": 0.8697046402848179, "mask_rcnn/false_negative": 0.09148137543672058, "mask_rcnn/false_positive": 0.1683133091702057, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.75, "time": 0.8062330093234777, "total_loss": 1.8398552408034448} {"data_time": 0.015815467573702335, "eta_seconds": 176688.04888953734, "iteration": 45459, "loss_fcos_cls": 0.29469813173636794, "loss_fcos_ctr": 0.6272399434819818, "loss_fcos_loc": 0.23061035008868203, "loss_mask": 0.31470074132084846, "loss_maskiou": 0.007946568090119399, "loss_sem_seg": 0.338439482729882, "lr": 0.01, "mask_rcnn/accuracy": 0.8538245376275511, "mask_rcnn/false_negative": 0.11475347081606442, "mask_rcnn/false_positive": 0.17376659254152382, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7921403925865889, "total_loss": 1.8064304900617572} {"data_time": 0.014681491069495678, "eta_seconds": 176535.4059619289, "iteration": 45479, "loss_fcos_cls": 0.29576063249260187, "loss_fcos_ctr": 0.6261591208167374, "loss_fcos_loc": 0.23599758674390614, "loss_mask": 0.32064049364998937, "loss_maskiou": 0.008187152663595043, "loss_sem_seg": 0.2947787046432495, "lr": 0.01, "mask_rcnn/accuracy": 0.8465523631205221, "mask_rcnn/false_negative": 0.10817463107965808, "mask_rcnn/false_positive": 0.17086405732667498, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7799011943861842, "total_loss": 1.7766237061109678} {"data_time": 0.01801111362874508, "eta_seconds": 176519.68044797145, "iteration": 45499, "loss_fcos_cls": 0.30082354275509715, "loss_fcos_ctr": 0.6253516599535942, "loss_fcos_loc": 0.21631358342710882, "loss_mask": 0.2971893437206745, "loss_maskiou": 0.007357555457019771, "loss_sem_seg": 0.3349934290163219, "lr": 0.01, "mask_rcnn/accuracy": 0.8783915559758386, "mask_rcnn/false_negative": 0.0953122503958897, "mask_rcnn/false_positive": 0.1508473318100778, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.5, "time": 0.7931448174640536, "total_loss": 1.8083295539254323} {"data_time": 0.017847328446805477, "eta_seconds": 176424.43631152343, "iteration": 45519, "loss_fcos_cls": 0.29247727431356907, "loss_fcos_ctr": 0.6242708135396242, "loss_fcos_loc": 0.2211980710271746, "loss_mask": 0.31377730052918196, "loss_maskiou": 0.007197713828645647, "loss_sem_seg": 0.3279675696976483, "lr": 0.01, "mask_rcnn/accuracy": 0.8648614332096475, "mask_rcnn/false_negative": 0.09433867390163003, "mask_rcnn/false_positive": 0.14658181695364905, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.5, "time": 0.772666116245091, "total_loss": 1.7869929576845607} {"data_time": 0.016128627583384514, "eta_seconds": 176338.53834887315, "iteration": 45539, "loss_fcos_cls": 0.29736759210936725, "loss_fcos_ctr": 0.6243900526314974, "loss_fcos_loc": 0.22133979958016425, "loss_mask": 0.3047698801383376, "loss_maskiou": 0.00737420076620765, "loss_sem_seg": 0.32324968092143536, "lr": 0.01, "mask_rcnn/accuracy": 0.8764051579535924, "mask_rcnn/false_negative": 0.09538422154405186, "mask_rcnn/false_positive": 0.15962234605544554, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7820544745773077, "total_loss": 1.770566363062244} {"data_time": 0.01514248363673687, "eta_seconds": 176322.8261727402, "iteration": 45559, "loss_fcos_cls": 0.2890374872367829, "loss_fcos_ctr": 0.6231833016499877, "loss_fcos_loc": 0.22165173769462854, "loss_mask": 0.3235387308523059, "loss_maskiou": 0.007991014193976298, "loss_sem_seg": 0.32005798863247037, "lr": 0.01, "mask_rcnn/accuracy": 0.8466337622005324, "mask_rcnn/false_negative": 0.11489485916340834, "mask_rcnn/false_positive": 0.18051426567344397, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7901556063443422, "total_loss": 1.826723317077267} {"data_time": 0.01585220918059349, "eta_seconds": 176340.6663150005, "iteration": 45579, "loss_fcos_cls": 0.30814048484899104, "loss_fcos_ctr": 0.6254965355619788, "loss_fcos_loc": 0.22875216510146856, "loss_mask": 0.31839600671082735, "loss_maskiou": 0.008164695755112916, "loss_sem_seg": 0.33761836122721434, "lr": 0.01, "mask_rcnn/accuracy": 0.8803643372742751, "mask_rcnn/false_negative": 0.09829549630924017, "mask_rcnn/false_positive": 0.1739948672483584, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7990887043997645, "total_loss": 1.816885216801893} {"data_time": 0.017284035682678223, "eta_seconds": 176308.6388743585, "iteration": 45599, "loss_fcos_cls": 0.30638873926363885, "loss_fcos_ctr": 0.6243752362206578, "loss_fcos_loc": 0.2187235498568043, "loss_mask": 0.30280635599046946, "loss_maskiou": 0.007366765872575343, "loss_sem_seg": 0.37589211855083704, "lr": 0.01, "mask_rcnn/accuracy": 0.8820071187258687, "mask_rcnn/false_negative": 0.07465405822851787, "mask_rcnn/false_positive": 0.1417604304453572, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.75, "time": 0.7867775661870837, "total_loss": 1.8193597949575633} {"data_time": 0.01640529092401266, "eta_seconds": 176345.844165056, "iteration": 45619, "loss_fcos_cls": 0.2814488229341805, "loss_fcos_ctr": 0.6265184609219432, "loss_fcos_loc": 0.2166220301296562, "loss_mask": 0.3020654274150729, "loss_maskiou": 0.006574500119313598, "loss_sem_seg": 0.33777332585304976, "lr": 0.01, "mask_rcnn/accuracy": 0.8858064058956916, "mask_rcnn/false_negative": 0.10907869904522753, "mask_rcnn/false_positive": 0.1320062476854134, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7934950776398182, "total_loss": 1.7803200194175588} {"data_time": 0.014970656484365463, "eta_seconds": 176277.21144954767, "iteration": 45639, "loss_fcos_cls": 0.2984057717840187, "loss_fcos_ctr": 0.6279966551810503, "loss_fcos_loc": 0.23182758409529924, "loss_mask": 0.3055841391906142, "loss_maskiou": 0.007250950686284341, "loss_sem_seg": 0.36463538371026516, "lr": 0.01, "mask_rcnn/accuracy": 0.8720510240734225, "mask_rcnn/false_negative": 0.1047428313640385, "mask_rcnn/false_positive": 0.16701111389341805, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.25, "time": 0.7778219943866134, "total_loss": 1.8373583518550731} {"data_time": 0.016070847399532795, "eta_seconds": 176284.99464546517, "iteration": 45659, "loss_fcos_cls": 0.291705553419888, "loss_fcos_ctr": 0.6286699390038848, "loss_fcos_loc": 0.22778122685849667, "loss_mask": 0.3249439001083374, "loss_maskiou": 0.0075392713624751195, "loss_sem_seg": 0.2988534439355135, "lr": 0.01, "mask_rcnn/accuracy": 0.8504154065472342, "mask_rcnn/false_negative": 0.1321459837715997, "mask_rcnn/false_positive": 0.15467190579030843, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7726594572886825, "total_loss": 1.79418616478506} {"data_time": 0.01755579747259617, "eta_seconds": 176269.2788383104, "iteration": 45679, "loss_fcos_cls": 0.3105765257496387, "loss_fcos_ctr": 0.6244558990001678, "loss_fcos_loc": 0.22416853136382997, "loss_mask": 0.31257587391883135, "loss_maskiou": 0.008692606177646667, "loss_sem_seg": 0.3399099647067487, "lr": 0.01, "mask_rcnn/accuracy": 0.8653235847910592, "mask_rcnn/false_negative": 0.1172599082638926, "mask_rcnn/false_positive": 0.15419077723779157, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7913551516830921, "total_loss": 1.7750846485141665} {"data_time": 0.015650073997676373, "eta_seconds": 176232.8252404919, "iteration": 45699, "loss_fcos_cls": 0.3113610440050252, "loss_fcos_ctr": 0.6267208531498909, "loss_fcos_loc": 0.23480137740261853, "loss_mask": 0.3142676786519587, "loss_maskiou": 0.006987304659560323, "loss_sem_seg": 0.3570390585809946, "lr": 0.01, "mask_rcnn/accuracy": 0.8807176830543092, "mask_rcnn/false_negative": 0.1042342151168495, "mask_rcnn/false_positive": 0.14401413751393646, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.8032342977821827, "total_loss": 1.8263711174367927} {"data_time": 0.017885250970721245, "eta_seconds": 176086.54438608512, "iteration": 45719, "loss_fcos_cls": 0.31964148255065084, "loss_fcos_ctr": 0.6286649126559496, "loss_fcos_loc": 0.23851930384989828, "loss_mask": 0.31440772116184235, "loss_maskiou": 0.008258717483840883, "loss_sem_seg": 0.36732580699026585, "lr": 0.01, "mask_rcnn/accuracy": 0.8504740288972732, "mask_rcnn/false_negative": 0.12011023321185023, "mask_rcnn/false_positive": 0.1996255815097996, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.778938265517354, "total_loss": 1.8913378543511499} {"data_time": 0.015556467697024345, "eta_seconds": 175975.0249286443, "iteration": 45739, "loss_fcos_cls": 0.31177624966949224, "loss_fcos_ctr": 0.6257317569106817, "loss_fcos_loc": 0.2235756111331284, "loss_mask": 0.2983521418645978, "loss_maskiou": 0.008275997515738709, "loss_sem_seg": 0.33997223095502704, "lr": 0.01, "mask_rcnn/accuracy": 0.8632413788026032, "mask_rcnn/false_negative": 0.08861721067390227, "mask_rcnn/false_positive": 0.1634056699473452, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.779445119202137, "total_loss": 1.8130926011654083} {"data_time": 0.017101814039051533, "eta_seconds": 176097.2311827913, "iteration": 45759, "loss_fcos_cls": 0.31138847954571247, "loss_fcos_ctr": 0.6265950901433825, "loss_fcos_loc": 0.22158167650923133, "loss_mask": 0.3189061898738146, "loss_maskiou": 0.007303500940906815, "loss_sem_seg": 0.32455558562651277, "lr": 0.01, "mask_rcnn/accuracy": 0.8752743439272943, "mask_rcnn/false_negative": 0.1071805492352721, "mask_rcnn/false_positive": 0.13415210803769448, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.78759381826967, "total_loss": 1.7953271474689245} {"data_time": 0.016261925920844078, "eta_seconds": 176039.43744139, "iteration": 45779, "loss_fcos_cls": 0.3031757327262312, "loss_fcos_ctr": 0.6245575351640582, "loss_fcos_loc": 0.22584581491537392, "loss_mask": 0.3162245792336762, "loss_maskiou": 0.007624693535035476, "loss_sem_seg": 0.3349340273998678, "lr": 0.01, "mask_rcnn/accuracy": 0.8536898688046648, "mask_rcnn/false_negative": 0.12174295173420005, "mask_rcnn/false_positive": 0.1814097897925566, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 36.75, "time": 0.7807380724698305, "total_loss": 1.8106229427503422} {"data_time": 0.016956926323473454, "eta_seconds": 175981.72011337616, "iteration": 45799, "loss_fcos_cls": 0.29271779605187476, "loss_fcos_ctr": 0.6241216445341706, "loss_fcos_loc": 0.22506093536503613, "loss_mask": 0.2953458493575454, "loss_maskiou": 0.007152532925829291, "loss_sem_seg": 0.3102103895507753, "lr": 0.01, "mask_rcnn/accuracy": 0.8580683656808151, "mask_rcnn/false_negative": 0.10853767601220804, "mask_rcnn/false_positive": 0.15282584248720116, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 25.75, "time": 0.7672946145758033, "total_loss": 1.7713063716946635} {"data_time": 0.017494703643023968, "eta_seconds": 175966.0215464551, "iteration": 45819, "loss_fcos_cls": 0.294989405432716, "loss_fcos_ctr": 0.6274426425807178, "loss_fcos_loc": 0.23782520275563002, "loss_mask": 0.32068664114922285, "loss_maskiou": 0.007904422534920741, "loss_sem_seg": 0.3084545796737075, "lr": 0.01, "mask_rcnn/accuracy": 0.8651466836734694, "mask_rcnn/false_negative": 0.1142497037873185, "mask_rcnn/false_positive": 0.16455942673001672, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.75, "time": 0.7852170476689935, "total_loss": 1.788930868060561} {"data_time": 0.015422416850924492, "eta_seconds": 175992.3304966949, "iteration": 45839, "loss_fcos_cls": 0.3042205171659589, "loss_fcos_ctr": 0.6259230626747012, "loss_fcos_loc": 0.22478426713496447, "loss_mask": 0.30788562074303627, "loss_maskiou": 0.007701432448811829, "loss_sem_seg": 0.3137707095593214, "lr": 0.01, "mask_rcnn/accuracy": 0.8504974920711528, "mask_rcnn/false_negative": 0.1095286613415378, "mask_rcnn/false_positive": 0.16843899539171492, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.0, "time": 0.7922990517690778, "total_loss": 1.771546146737819} {"data_time": 0.01656036078929901, "eta_seconds": 176038.81324886158, "iteration": 45859, "loss_fcos_cls": 0.27852155815344304, "loss_fcos_ctr": 0.6242273198440671, "loss_fcos_loc": 0.21005413262173533, "loss_mask": 0.3072480261325836, "loss_maskiou": 0.007392750674625859, "loss_sem_seg": 0.32182856509462, "lr": 0.01, "mask_rcnn/accuracy": 0.8645165302963291, "mask_rcnn/false_negative": 0.12536683717073804, "mask_rcnn/false_positive": 0.13326252727643761, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7849031006917357, "total_loss": 1.726454304276558} {"data_time": 0.016319600865244865, "eta_seconds": 176057.8921514824, "iteration": 45879, "loss_fcos_cls": 0.31205448508262634, "loss_fcos_ctr": 0.6240778006613255, "loss_fcos_loc": 0.21940139052458107, "loss_mask": 0.29680901393294334, "loss_maskiou": 0.00786246475763619, "loss_sem_seg": 0.35598861752077937, "lr": 0.01, "mask_rcnn/accuracy": 0.876863570103366, "mask_rcnn/false_negative": 0.09376469452427866, "mask_rcnn/false_positive": 0.17299336805989607, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7921770811080933, "total_loss": 1.8225177746498957} {"data_time": 0.015075220726430416, "eta_seconds": 176042.18118355423, "iteration": 45899, "loss_fcos_cls": 0.2970646722242236, "loss_fcos_ctr": 0.6254000626504421, "loss_fcos_loc": 0.2200333010405302, "loss_mask": 0.3185572624206543, "loss_maskiou": 0.007997493128641509, "loss_sem_seg": 0.33741726679727435, "lr": 0.01, "mask_rcnn/accuracy": 0.8665656489047411, "mask_rcnn/false_negative": 0.0905026016915339, "mask_rcnn/false_positive": 0.18800629395342058, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.5, "time": 0.7877948861569166, "total_loss": 1.7838054228341207} {"data_time": 0.01576115097850561, "eta_seconds": 175929.5212371014, "iteration": 45919, "loss_fcos_cls": 0.313115487806499, "loss_fcos_ctr": 0.6249827165156603, "loss_fcos_loc": 0.21361025655642152, "loss_mask": 0.3002051468938589, "loss_maskiou": 0.007910285843536258, "loss_sem_seg": 0.31495986552909017, "lr": 0.01, "mask_rcnn/accuracy": 0.8558633386014338, "mask_rcnn/false_negative": 0.14404763177124338, "mask_rcnn/false_positive": 0.1313145685698331, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.75, "time": 0.7721072360873222, "total_loss": 1.7783897253975738} {"data_time": 0.01524603646248579, "eta_seconds": 175871.83014492877, "iteration": 45939, "loss_fcos_cls": 0.28419775096699595, "loss_fcos_ctr": 0.625964930281043, "loss_fcos_loc": 0.2247822949429974, "loss_mask": 0.30305972043424845, "loss_maskiou": 0.007284017206984572, "loss_sem_seg": 0.3724334305152297, "lr": 0.01, "mask_rcnn/accuracy": 0.8566790352504638, "mask_rcnn/false_negative": 0.12578825086322967, "mask_rcnn/false_positive": 0.15349010649498812, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7848778730258346, "total_loss": 1.828280087604071} {"data_time": 0.01653414871543646, "eta_seconds": 175940.17049256712, "iteration": 45959, "loss_fcos_cls": 0.29519485542550683, "loss_fcos_ctr": 0.625587425660342, "loss_fcos_loc": 0.2240941661875695, "loss_mask": 0.3135857982560992, "loss_maskiou": 0.00807532385806553, "loss_sem_seg": 0.3214104736689478, "lr": 0.01, "mask_rcnn/accuracy": 0.8656830520669807, "mask_rcnn/false_negative": 0.10733021834452117, "mask_rcnn/false_positive": 0.1665695989642742, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.5, "time": 0.7923097051680088, "total_loss": 1.788883031666046} {"data_time": 0.016543598845601082, "eta_seconds": 175924.4644235447, "iteration": 45979, "loss_fcos_cls": 0.3096330987755209, "loss_fcos_ctr": 0.6237144903279841, "loss_fcos_loc": 0.219483342661988, "loss_mask": 0.3153524808585644, "loss_maskiou": 0.007186023856775137, "loss_sem_seg": 0.33257993403822184, "lr": 0.01, "mask_rcnn/accuracy": 0.8697344445296915, "mask_rcnn/false_negative": 0.09816867980838856, "mask_rcnn/false_positive": 0.18580475739947427, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7974518928676844, "total_loss": 1.7999554150592303} {"data_time": 0.015400880016386509, "eta_seconds": 175866.71197750792, "iteration": 45999, "loss_fcos_cls": 0.2905503659276292, "loss_fcos_ctr": 0.6240161377936602, "loss_fcos_loc": 0.22608310863142833, "loss_mask": 0.2964751869440079, "loss_maskiou": 0.006479641830082983, "loss_sem_seg": 0.3175327943172306, "lr": 0.01, "mask_rcnn/accuracy": 0.862000452079566, "mask_rcnn/false_negative": 0.10612480447162564, "mask_rcnn/false_positive": 0.18879117734130996, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7807899415493011, "total_loss": 1.7715963447408285} {"data_time": 0.017471189610660076, "eta_seconds": 175769.35938783828, "iteration": 46019, "loss_fcos_cls": 0.29521653754636645, "loss_fcos_ctr": 0.6227858443744481, "loss_fcos_loc": 0.21939404658041894, "loss_mask": 0.3061509393155575, "loss_maskiou": 0.007579339522635564, "loss_sem_seg": 0.3447410939261317, "lr": 0.01, "mask_rcnn/accuracy": 0.8580590434225639, "mask_rcnn/false_negative": 0.10027949405946981, "mask_rcnn/false_positive": 0.15592925165126115, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 36.75, "time": 0.7812810223549604, "total_loss": 1.771886261558393} {"data_time": 0.016921726055443287, "eta_seconds": 175793.3373103235, "iteration": 46039, "loss_fcos_cls": 0.2844586935825646, "loss_fcos_ctr": 0.6285689752548933, "loss_fcos_loc": 0.22450635361019522, "loss_mask": 0.30267591681331396, "loss_maskiou": 0.008003423994523473, "loss_sem_seg": 0.3263045740313828, "lr": 0.01, "mask_rcnn/accuracy": 0.8549505884267443, "mask_rcnn/false_negative": 0.10984417729805145, "mask_rcnn/false_positive": 0.15805879915506374, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7884802706539631, "total_loss": 1.814605255582137} {"data_time": 0.015618398785591125, "eta_seconds": 175693.4012479484, "iteration": 46059, "loss_fcos_cls": 0.30446296371519566, "loss_fcos_ctr": 0.6260736691765487, "loss_fcos_loc": 0.22693646571133286, "loss_mask": 0.31108250841498375, "loss_maskiou": 0.007719121887930669, "loss_sem_seg": 0.31073090247809887, "lr": 0.01, "mask_rcnn/accuracy": 0.8684789397307078, "mask_rcnn/false_negative": 0.10741037052844916, "mask_rcnn/false_positive": 0.1822352904470792, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.75, "time": 0.7742740139365196, "total_loss": 1.7936001056805253} {"data_time": 0.015209739096462727, "eta_seconds": 175655.84408689663, "iteration": 46079, "loss_fcos_cls": 0.3048837371170521, "loss_fcos_ctr": 0.6252366881817579, "loss_fcos_loc": 0.22568516369210556, "loss_mask": 0.3070665765553713, "loss_maskiou": 0.008324209411512129, "loss_sem_seg": 0.31336050294339657, "lr": 0.01, "mask_rcnn/accuracy": 0.8636471718316956, "mask_rcnn/false_negative": 0.10420420038460404, "mask_rcnn/false_positive": 0.16594495998540776, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.5, "time": 0.7691147746518254, "total_loss": 1.810674276057398} {"data_time": 0.015898854471743107, "eta_seconds": 175667.67183058336, "iteration": 46099, "loss_fcos_cls": 0.290610842872411, "loss_fcos_ctr": 0.6256536897271872, "loss_fcos_loc": 0.23546407505637035, "loss_mask": 0.3120447676628828, "loss_maskiou": 0.008658680439111777, "loss_sem_seg": 0.3287306912243366, "lr": 0.01, "mask_rcnn/accuracy": 0.8703756273851004, "mask_rcnn/false_negative": 0.09496454596904222, "mask_rcnn/false_positive": 0.1782094673227435, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.75, "time": 0.7975227618589997, "total_loss": 1.7891418810904725} {"data_time": 0.01734650321304798, "eta_seconds": 175651.98028192297, "iteration": 46119, "loss_fcos_cls": 0.3254279325483367, "loss_fcos_ctr": 0.6249124868772924, "loss_fcos_loc": 0.22953738295473158, "loss_mask": 0.30646742321550846, "loss_maskiou": 0.007265701773576438, "loss_sem_seg": 0.33882708055898547, "lr": 0.01, "mask_rcnn/accuracy": 0.8831050606572748, "mask_rcnn/false_negative": 0.09940607991867548, "mask_rcnn/false_positive": 0.13117433979611268, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7924240045249462, "total_loss": 1.832668412840576} {"data_time": 0.017010661773383617, "eta_seconds": 175587.02017444093, "iteration": 46139, "loss_fcos_cls": 0.2988703353330493, "loss_fcos_ctr": 0.625092820264399, "loss_fcos_loc": 0.22219580155797303, "loss_mask": 0.28876176103949547, "loss_maskiou": 0.007666364166652784, "loss_sem_seg": 0.311885682400316, "lr": 0.01, "mask_rcnn/accuracy": 0.8793724707969979, "mask_rcnn/false_negative": 0.09075934703678953, "mask_rcnn/false_positive": 0.16968262882568996, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 41.25, "time": 0.7777843112125993, "total_loss": 1.7534473331616027} {"data_time": 0.01567890215665102, "eta_seconds": 175571.33302749041, "iteration": 46159, "loss_fcos_cls": 0.2807144047692418, "loss_fcos_ctr": 0.6226459918543696, "loss_fcos_loc": 0.21338952233782038, "loss_mask": 0.29922384582459927, "loss_maskiou": 0.007351570209721103, "loss_sem_seg": 0.3388580158352852, "lr": 0.01, "mask_rcnn/accuracy": 0.8562047379011665, "mask_rcnn/false_negative": 0.1088398654559011, "mask_rcnn/false_positive": 0.18710973362010114, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7759234188124537, "total_loss": 1.7715706322487677} {"data_time": 0.017239500768482685, "eta_seconds": 175497.2918881718, "iteration": 46179, "loss_fcos_cls": 0.310928373481147, "loss_fcos_ctr": 0.6246572257950902, "loss_fcos_loc": 0.22672420763410628, "loss_mask": 0.3099321583285928, "loss_maskiou": 0.007976627952302806, "loss_sem_seg": 0.319590896833688, "lr": 0.01, "mask_rcnn/accuracy": 0.8818621071910546, "mask_rcnn/false_negative": 0.10412148330216234, "mask_rcnn/false_positive": 0.1419223004428644, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.25, "time": 0.7811758136376739, "total_loss": 1.8085830542477197} {"data_time": 0.0168191809207201, "eta_seconds": 175430.2896767147, "iteration": 46199, "loss_fcos_cls": 0.3015266885049641, "loss_fcos_ctr": 0.6231336500495672, "loss_fcos_loc": 0.2155071760644205, "loss_mask": 0.30935239791870117, "loss_maskiou": 0.007636580907274038, "loss_sem_seg": 0.3325012060813606, "lr": 0.01, "mask_rcnn/accuracy": 0.8516734273651321, "mask_rcnn/false_negative": 0.13433136852473665, "mask_rcnn/false_positive": 0.1684080380576255, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7871254608035088, "total_loss": 1.81316737056477} {"data_time": 0.01701357401907444, "eta_seconds": 175465.9280229602, "iteration": 46219, "loss_fcos_cls": 0.30055008095223457, "loss_fcos_ctr": 0.6252394439652562, "loss_fcos_loc": 0.22277968970593065, "loss_mask": 0.3036277201026678, "loss_maskiou": 0.007186444272520021, "loss_sem_seg": 0.3019579821266234, "lr": 0.01, "mask_rcnn/accuracy": 0.8696952423770452, "mask_rcnn/false_negative": 0.10965164399078987, "mask_rcnn/false_positive": 0.17413411983748533, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7974512809887528, "total_loss": 1.763981948257424} {"data_time": 0.015455820597708225, "eta_seconds": 175450.2460903544, "iteration": 46239, "loss_fcos_cls": 0.29383347020484507, "loss_fcos_ctr": 0.6261128801852465, "loss_fcos_loc": 0.2239253877196461, "loss_mask": 0.30624941643327475, "loss_maskiou": 0.0072995724258362316, "loss_sem_seg": 0.34263875149190426, "lr": 0.01, "mask_rcnn/accuracy": 0.8541848804739287, "mask_rcnn/false_negative": 0.11479798863029403, "mask_rcnn/false_positive": 0.19979294634356895, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7972223497927189, "total_loss": 1.8152840377224493} {"data_time": 0.015911906026303768, "eta_seconds": 175492.89729273785, "iteration": 46259, "loss_fcos_cls": 0.30525541910901666, "loss_fcos_ctr": 0.6221585501916707, "loss_fcos_loc": 0.22275811340659857, "loss_mask": 0.299259502440691, "loss_maskiou": 0.007312826870474964, "loss_sem_seg": 0.3489918513223529, "lr": 0.01, "mask_rcnn/accuracy": 0.8548504502247327, "mask_rcnn/false_negative": 0.09366836220291117, "mask_rcnn/false_positive": 0.16092751724202609, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7793691391125321, "total_loss": 1.8128936018620152} {"data_time": 0.015165433287620544, "eta_seconds": 175526.4478926398, "iteration": 46279, "loss_fcos_cls": 0.2965057330438867, "loss_fcos_ctr": 0.6288155457004905, "loss_fcos_loc": 0.23259414825588465, "loss_mask": 0.3209909498691559, "loss_maskiou": 0.007272009126609191, "loss_sem_seg": 0.31706694094464183, "lr": 0.01, "mask_rcnn/accuracy": 0.8632112590799031, "mask_rcnn/false_negative": 0.11600158961960022, "mask_rcnn/false_positive": 0.15832892352814487, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7964904438704252, "total_loss": 1.823570033579017} {"data_time": 0.01703680958598852, "eta_seconds": 175505.1087231338, "iteration": 46299, "loss_fcos_cls": 0.2869060207158327, "loss_fcos_ctr": 0.623806418851018, "loss_fcos_loc": 0.21457346971146762, "loss_mask": 0.30344532523304224, "loss_maskiou": 0.007471119039109908, "loss_sem_seg": 0.32074822625145316, "lr": 0.01, "mask_rcnn/accuracy": 0.867401352432865, "mask_rcnn/false_negative": 0.10056972904863275, "mask_rcnn/false_positive": 0.16921123105371624, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.25, "time": 0.7731473613530397, "total_loss": 1.7352621315658325} {"data_time": 0.015239287167787552, "eta_seconds": 175495.064795319, "iteration": 46319, "loss_fcos_cls": 0.3020794920157641, "loss_fcos_ctr": 0.6248718956485391, "loss_fcos_loc": 0.22447804303374141, "loss_mask": 0.3097109445370734, "loss_maskiou": 0.008396433389862068, "loss_sem_seg": 0.3423084672540426, "lr": 0.01, "mask_rcnn/accuracy": 0.8759897246141989, "mask_rcnn/false_negative": 0.10891756918152357, "mask_rcnn/false_positive": 0.15913145012939106, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.7919418131932616, "total_loss": 1.8312148343538865} {"data_time": 0.015684972517192364, "eta_seconds": 175504.75508385897, "iteration": 46339, "loss_fcos_cls": 0.29053772951010615, "loss_fcos_ctr": 0.6241899197921157, "loss_fcos_loc": 0.2170823118649423, "loss_mask": 0.2994539635255933, "loss_maskiou": 0.007744872418697923, "loss_sem_seg": 0.3197930383030325, "lr": 0.01, "mask_rcnn/accuracy": 0.8483292945262284, "mask_rcnn/false_negative": 0.10086973396224229, "mask_rcnn/false_positive": 0.19989610693851717, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.5, "time": 0.7707422813400626, "total_loss": 1.7756989251356572} {"data_time": 0.015182379633188248, "eta_seconds": 175705.45742416196, "iteration": 46359, "loss_fcos_cls": 0.3042216197354719, "loss_fcos_ctr": 0.6257848180830479, "loss_fcos_loc": 0.22379711928078905, "loss_mask": 0.3103231964632869, "loss_maskiou": 0.007919220879557543, "loss_sem_seg": 0.32461092714220285, "lr": 0.01, "mask_rcnn/accuracy": 0.8549551480428237, "mask_rcnn/false_negative": 0.09997936266083615, "mask_rcnn/false_positive": 0.1644226752569965, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7941580172628164, "total_loss": 1.8004049280716572} {"data_time": 0.015229168348014355, "eta_seconds": 175684.05783298425, "iteration": 46379, "loss_fcos_cls": 0.3055155803449452, "loss_fcos_ctr": 0.6261957306414843, "loss_fcos_loc": 0.2270771348848939, "loss_mask": 0.3069734973832965, "loss_maskiou": 0.007921665703179315, "loss_sem_seg": 0.33439578767865896, "lr": 0.01, "mask_rcnn/accuracy": 0.8757823382603313, "mask_rcnn/false_negative": 0.09628486484633317, "mask_rcnn/false_positive": 0.17796862644922967, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7780024027451873, "total_loss": 1.8112879322143272} {"data_time": 0.016030455008149147, "eta_seconds": 175455.96269074827, "iteration": 46399, "loss_fcos_cls": 0.3000373812392354, "loss_fcos_ctr": 0.6264505265280604, "loss_fcos_loc": 0.22312396578490734, "loss_mask": 0.3045895155519247, "loss_maskiou": 0.00754065481305588, "loss_sem_seg": 0.3591359215788543, "lr": 0.01, "mask_rcnn/accuracy": 0.8607680722891566, "mask_rcnn/false_negative": 0.10519885258790806, "mask_rcnn/false_positive": 0.15776324872691475, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 25.75, "time": 0.7768401242792606, "total_loss": 1.790630823612446} {"data_time": 0.015811705961823463, "eta_seconds": 175481.58544305805, "iteration": 46419, "loss_fcos_cls": 0.3089430509135127, "loss_fcos_ctr": 0.6253399509005249, "loss_fcos_loc": 0.229891502764076, "loss_mask": 0.2887245798483491, "loss_maskiou": 0.007996480897418223, "loss_sem_seg": 0.3415148025378585, "lr": 0.01, "mask_rcnn/accuracy": 0.875750248015873, "mask_rcnn/false_negative": 0.093429943645294, "mask_rcnn/false_positive": 0.1325458096192303, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7854033373296261, "total_loss": 1.7821838995005237} {"data_time": 0.01634031068533659, "eta_seconds": 175322.29076521192, "iteration": 46439, "loss_fcos_cls": 0.2934874212369323, "loss_fcos_ctr": 0.6253529982641339, "loss_fcos_loc": 0.2245813674526289, "loss_mask": 0.3056298354640603, "loss_maskiou": 0.007837292330805212, "loss_sem_seg": 0.3163143564015627, "lr": 0.01, "mask_rcnn/accuracy": 0.8493081509712319, "mask_rcnn/false_negative": 0.10524944979875689, "mask_rcnn/false_positive": 0.20519241704108368, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.0, "time": 0.7800054764375091, "total_loss": 1.7923276556175551} {"data_time": 0.015158306807279587, "eta_seconds": 175261.36120748706, "iteration": 46459, "loss_fcos_cls": 0.3044338854961097, "loss_fcos_ctr": 0.6238669063895941, "loss_fcos_loc": 0.22355566802434623, "loss_mask": 0.31445606518536806, "loss_maskiou": 0.007955757886520587, "loss_sem_seg": 0.3411239511333406, "lr": 0.01, "mask_rcnn/accuracy": 0.8822141589555077, "mask_rcnn/false_negative": 0.10217486738491649, "mask_rcnn/false_positive": 0.14269567986066395, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.802350576967001, "total_loss": 1.8212191011043615} {"data_time": 0.015794419683516026, "eta_seconds": 175290.92173559312, "iteration": 46479, "loss_fcos_cls": 0.2870784788392484, "loss_fcos_ctr": 0.6257151179015636, "loss_fcos_loc": 0.2253864835947752, "loss_mask": 0.31726733315736055, "loss_maskiou": 0.008087051472102758, "loss_sem_seg": 0.3666967498138547, "lr": 0.01, "mask_rcnn/accuracy": 0.8460159632034632, "mask_rcnn/false_negative": 0.12521459759143708, "mask_rcnn/false_positive": 0.170599121209921, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7831800961866975, "total_loss": 1.8269737662922125} {"data_time": 0.016955499537289143, "eta_seconds": 175246.38096647896, "iteration": 46499, "loss_fcos_cls": 0.321683787740767, "loss_fcos_ctr": 0.6259913016110659, "loss_fcos_loc": 0.23135510517749935, "loss_mask": 0.3174905590713024, "loss_maskiou": 0.00798333868442569, "loss_sem_seg": 0.35478501627221704, "lr": 0.01, "mask_rcnn/accuracy": 0.8477401178062752, "mask_rcnn/false_negative": 0.12273897248793914, "mask_rcnn/false_positive": 0.1811061048123545, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.7838127687573433, "total_loss": 1.8676013328367844} {"data_time": 0.017203379422426224, "eta_seconds": 175403.0986371832, "iteration": 46519, "loss_fcos_cls": 0.2957247495651245, "loss_fcos_ctr": 0.6249185400083661, "loss_fcos_loc": 0.22830365295521915, "loss_mask": 0.3068828727118671, "loss_maskiou": 0.007474407379049808, "loss_sem_seg": 0.3459095014259219, "lr": 0.01, "mask_rcnn/accuracy": 0.8606126498218335, "mask_rcnn/false_negative": 0.10674300506686552, "mask_rcnn/false_positive": 0.16923200147887457, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.0, "time": 0.797089054249227, "total_loss": 1.80891634861473} {"data_time": 0.01703923661261797, "eta_seconds": 175558.35653814487, "iteration": 46539, "loss_fcos_cls": 0.29934653150849044, "loss_fcos_ctr": 0.6248154388740659, "loss_fcos_loc": 0.22839638940058649, "loss_mask": 0.3049650751054287, "loss_maskiou": 0.007695639651501551, "loss_sem_seg": 0.30905828159302473, "lr": 0.01, "mask_rcnn/accuracy": 0.8728002070393375, "mask_rcnn/false_negative": 0.10602957480283781, "mask_rcnn/false_positive": 0.13388133382662293, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7894218927249312, "total_loss": 1.7723985969714704} {"data_time": 0.015015515498816967, "eta_seconds": 175567.52504046634, "iteration": 46559, "loss_fcos_cls": 0.2740965902339667, "loss_fcos_ctr": 0.6207981817424297, "loss_fcos_loc": 0.21168192877667025, "loss_mask": 0.2984742932021618, "loss_maskiou": 0.007256646946188994, "loss_sem_seg": 0.31945627834647894, "lr": 0.01, "mask_rcnn/accuracy": 0.8800069816062018, "mask_rcnn/false_negative": 0.10393960856168472, "mask_rcnn/false_positive": 0.15193268484426076, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.25, "time": 0.7963630808517337, "total_loss": 1.753636428315076} {"data_time": 0.015956170856952667, "eta_seconds": 175448.55442680232, "iteration": 46579, "loss_fcos_cls": 0.2878920226357877, "loss_fcos_ctr": 0.6260940418578684, "loss_fcos_loc": 0.22083310666494071, "loss_mask": 0.3122853599488735, "loss_maskiou": 0.007954408618388698, "loss_sem_seg": 0.2968953321687877, "lr": 0.01, "mask_rcnn/accuracy": 0.8640596216807575, "mask_rcnn/false_negative": 0.1170796318143334, "mask_rcnn/false_positive": 0.16969387774631628, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.75, "time": 0.7787883784621954, "total_loss": 1.7592931485560257} {"data_time": 0.017848794348537922, "eta_seconds": 175516.8993789833, "iteration": 46599, "loss_fcos_cls": 0.29993544425815344, "loss_fcos_ctr": 0.624959760112688, "loss_fcos_loc": 0.23439548118039966, "loss_mask": 0.3128409404307604, "loss_maskiou": 0.007879574797698297, "loss_sem_seg": 0.3227530405856669, "lr": 0.01, "mask_rcnn/accuracy": 0.8692857142857142, "mask_rcnn/false_negative": 0.1258524392729174, "mask_rcnn/false_positive": 0.14920602440617686, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7893627788871527, "total_loss": 1.8117458145570708} {"data_time": 0.016318304464221, "eta_seconds": 175402.97458681557, "iteration": 46619, "loss_fcos_cls": 0.2996324519626796, "loss_fcos_ctr": 0.6235488196834922, "loss_fcos_loc": 0.21953351492993534, "loss_mask": 0.2955622924491763, "loss_maskiou": 0.007415863059577532, "loss_sem_seg": 0.3416252420283854, "lr": 0.01, "mask_rcnn/accuracy": 0.8600920404459425, "mask_rcnn/false_negative": 0.10468188626396532, "mask_rcnn/false_positive": 0.14925803271418242, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7948910985141993, "total_loss": 1.7659394012152916} {"data_time": 0.016121873632073402, "eta_seconds": 175578.95586695988, "iteration": 46639, "loss_fcos_cls": 0.3053834664169699, "loss_fcos_ctr": 0.6218553073704243, "loss_fcos_loc": 0.22634708881378174, "loss_mask": 0.31247863732278347, "loss_maskiou": 0.007129487989004701, "loss_sem_seg": 0.3115748129785061, "lr": 0.01, "mask_rcnn/accuracy": 0.8717651887566238, "mask_rcnn/false_negative": 0.1026335911597621, "mask_rcnn/false_positive": 0.15535900813364686, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7955293925479054, "total_loss": 1.7608223032439128} {"data_time": 0.015263755805790424, "eta_seconds": 175592.16331577394, "iteration": 46659, "loss_fcos_cls": 0.28399460995569825, "loss_fcos_ctr": 0.6239959262311459, "loss_fcos_loc": 0.22056190809234977, "loss_mask": 0.3127536792308092, "loss_maskiou": 0.008016851803404279, "loss_sem_seg": 0.3037041127681732, "lr": 0.01, "mask_rcnn/accuracy": 0.8646279315922174, "mask_rcnn/false_negative": 0.11795171254120462, "mask_rcnn/false_positive": 0.1533601530556471, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7902490636333823, "total_loss": 1.7696253042813623} {"data_time": 0.015612144954502583, "eta_seconds": 175576.43918421585, "iteration": 46679, "loss_fcos_cls": 0.2974363823886961, "loss_fcos_ctr": 0.6272586081176996, "loss_fcos_loc": 0.22441644268110394, "loss_mask": 0.31513334438204765, "loss_maskiou": 0.0075220497528789565, "loss_sem_seg": 0.3392529976554215, "lr": 0.01, "mask_rcnn/accuracy": 0.8461919957701562, "mask_rcnn/false_negative": 0.142770953411327, "mask_rcnn/false_positive": 0.1833567584894256, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.7948429640382528, "total_loss": 1.8027175072493264} {"data_time": 0.015224097296595573, "eta_seconds": 175578.6711893296, "iteration": 46699, "loss_fcos_cls": 0.3137570454273373, "loss_fcos_ctr": 0.6280105477198958, "loss_fcos_loc": 0.23162356996908784, "loss_mask": 0.32337190117686987, "loss_maskiou": 0.008566228876588866, "loss_sem_seg": 0.3184602903202176, "lr": 0.01, "mask_rcnn/accuracy": 0.8481727277377117, "mask_rcnn/false_negative": 0.1370843294627977, "mask_rcnn/false_positive": 0.15973243454236524, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 26.0, "time": 0.8016429236158729, "total_loss": 1.823258775715658} {"data_time": 0.016570068895816803, "eta_seconds": 175666.52221318334, "iteration": 46719, "loss_fcos_cls": 0.30483619566075504, "loss_fcos_ctr": 0.6266503031365573, "loss_fcos_loc": 0.21918243577238172, "loss_mask": 0.30640495009720325, "loss_maskiou": 0.008182537232642062, "loss_sem_seg": 0.3426766851916909, "lr": 0.01, "mask_rcnn/accuracy": 0.8825145523885989, "mask_rcnn/false_negative": 0.10874709660280307, "mask_rcnn/false_positive": 0.15058314724117053, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7925442401319742, "total_loss": 1.8320432392065413} {"data_time": 0.01803943980485201, "eta_seconds": 175691.25684791524, "iteration": 46739, "loss_fcos_cls": 0.305223795119673, "loss_fcos_ctr": 0.6264393944293261, "loss_fcos_loc": 0.2192806820385158, "loss_mask": 0.30908109433948994, "loss_maskiou": 0.007773217788781039, "loss_sem_seg": 0.33404578221961856, "lr": 0.01, "mask_rcnn/accuracy": 0.8740486479884624, "mask_rcnn/false_negative": 0.11166682029339732, "mask_rcnn/false_positive": 0.17735637269718665, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7899620980024338, "total_loss": 1.816695566623821} {"data_time": 0.01593907456845045, "eta_seconds": 175624.04566334654, "iteration": 46759, "loss_fcos_cls": 0.2934098527766764, "loss_fcos_ctr": 0.6218650853261352, "loss_fcos_loc": 0.21267163718584925, "loss_mask": 0.31723170448094606, "loss_maskiou": 0.00857891009945888, "loss_sem_seg": 0.3274643160402775, "lr": 0.01, "mask_rcnn/accuracy": 0.8512537540099652, "mask_rcnn/false_negative": 0.11102894613845549, "mask_rcnn/false_positive": 0.17165463904843892, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 25.0, "time": 0.7791603794321418, "total_loss": 1.7935986445227172} {"data_time": 0.01725699845701456, "eta_seconds": 175608.31163190398, "iteration": 46779, "loss_fcos_cls": 0.2978466609492898, "loss_fcos_ctr": 0.6257243985310197, "loss_fcos_loc": 0.22218033042736351, "loss_mask": 0.3023553234525025, "loss_maskiou": 0.007375099492492154, "loss_sem_seg": 0.3213124806061387, "lr": 0.01, "mask_rcnn/accuracy": 0.8708365062442888, "mask_rcnn/false_negative": 0.11238062261433499, "mask_rcnn/false_positive": 0.15784233452742458, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.778880943544209, "total_loss": 1.7758145090629114} {"data_time": 0.01636407058686018, "eta_seconds": 175662.6901675649, "iteration": 46799, "loss_fcos_cls": 0.30871862987987697, "loss_fcos_ctr": 0.6286346334964037, "loss_fcos_loc": 0.2330128049943596, "loss_mask": 0.30597704090178013, "loss_maskiou": 0.007698448309383821, "loss_sem_seg": 0.30395417218096554, "lr": 0.01, "mask_rcnn/accuracy": 0.8546867262230562, "mask_rcnn/false_negative": 0.10501637113586162, "mask_rcnn/false_positive": 0.19256217062620254, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.75, "time": 0.7875087419524789, "total_loss": 1.787366516669863} {"data_time": 0.015486039221286774, "eta_seconds": 175705.7216789052, "iteration": 46819, "loss_fcos_cls": 0.302679889369756, "loss_fcos_ctr": 0.6260321389418095, "loss_fcos_loc": 0.21827787056099623, "loss_mask": 0.3007199680432677, "loss_maskiou": 0.0072934924537548795, "loss_sem_seg": 0.3015698653180152, "lr": 0.01, "mask_rcnn/accuracy": 0.879237297406098, "mask_rcnn/false_negative": 0.09380524601563947, "mask_rcnn/false_positive": 0.14463238060289807, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7883162423968315, "total_loss": 1.7570943101745797} {"data_time": 0.015929066576063633, "eta_seconds": 175634.51411430538, "iteration": 46839, "loss_fcos_cls": 0.3017679378390312, "loss_fcos_ctr": 0.6253793826326728, "loss_fcos_loc": 0.22530432476196438, "loss_mask": 0.3112132307142019, "loss_maskiou": 0.008240967130404897, "loss_sem_seg": 0.3477921145968139, "lr": 0.01, "mask_rcnn/accuracy": 0.8497437790905836, "mask_rcnn/false_negative": 0.1153996842213093, "mask_rcnn/false_positive": 0.2015772849411187, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.0, "time": 0.779709542170167, "total_loss": 1.8058668833546108} {"data_time": 0.016133195720613003, "eta_seconds": 175731.82596021332, "iteration": 46859, "loss_fcos_cls": 0.30935444543138146, "loss_fcos_ctr": 0.6237175846472383, "loss_fcos_loc": 0.22478983807377517, "loss_mask": 0.3201664164662361, "loss_maskiou": 0.007903613295638934, "loss_sem_seg": 0.34495295118540525, "lr": 0.01, "mask_rcnn/accuracy": 0.8624577159630975, "mask_rcnn/false_negative": 0.10619006916711139, "mask_rcnn/false_positive": 0.1779134800669954, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.0, "time": 0.7946467231959105, "total_loss": 1.858958192387945} {"data_time": 0.01571664586663246, "eta_seconds": 175563.04224140756, "iteration": 46879, "loss_fcos_cls": 0.30293440259993076, "loss_fcos_ctr": 0.6269817017018795, "loss_fcos_loc": 0.22743985173292458, "loss_mask": 0.3071585353463888, "loss_maskiou": 0.007773538563924376, "loss_sem_seg": 0.3185109789483249, "lr": 0.01, "mask_rcnn/accuracy": 0.8732157635781586, "mask_rcnn/false_negative": 0.09727350453605291, "mask_rcnn/false_positive": 0.15019171182907656, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7803295338526368, "total_loss": 1.8197030089140753} {"data_time": 0.015822764486074448, "eta_seconds": 175504.40778747294, "iteration": 46899, "loss_fcos_cls": 0.29733360931277275, "loss_fcos_ctr": 0.6257359012961388, "loss_fcos_loc": 0.22831969783874229, "loss_mask": 0.30295692663639784, "loss_maskiou": 0.008292382175568491, "loss_sem_seg": 0.32922003604471684, "lr": 0.01, "mask_rcnn/accuracy": 0.8552140368342459, "mask_rcnn/false_negative": 0.10964878076645573, "mask_rcnn/false_positive": 0.15409182781261016, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.7754449527710676, "total_loss": 1.7763191146950703} {"data_time": 0.015650572255253792, "eta_seconds": 175466.2504074797, "iteration": 46919, "loss_fcos_cls": 0.29711537808179855, "loss_fcos_ctr": 0.6221701949834824, "loss_fcos_loc": 0.21137102833017707, "loss_mask": 0.31055374490097165, "loss_maskiou": 0.00787142085027881, "loss_sem_seg": 0.30910184141248465, "lr": 0.01, "mask_rcnn/accuracy": 0.8646489845938375, "mask_rcnn/false_negative": 0.11923038426640761, "mask_rcnn/false_positive": 0.16497806995155911, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 25.5, "time": 0.7766477400436997, "total_loss": 1.7933031907305121} {"data_time": 0.018436260521411896, "eta_seconds": 175423.02004780248, "iteration": 46939, "loss_fcos_cls": 0.30467948596924543, "loss_fcos_ctr": 0.6228754464536905, "loss_fcos_loc": 0.222675098804757, "loss_mask": 0.31384890247136354, "loss_maskiou": 0.007840851190849207, "loss_sem_seg": 0.3252847420517355, "lr": 0.01, "mask_rcnn/accuracy": 0.8582057823129252, "mask_rcnn/false_negative": 0.11457215999258649, "mask_rcnn/false_positive": 0.17719579100133073, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 40.25, "time": 0.7786225816234946, "total_loss": 1.811444857303286} {"data_time": 0.0173425804823637, "eta_seconds": 175387.3297754852, "iteration": 46959, "loss_fcos_cls": 0.32001311983913183, "loss_fcos_ctr": 0.6254641087725759, "loss_fcos_loc": 0.231356579111889, "loss_mask": 0.31159502547234297, "loss_maskiou": 0.008447309461189434, "loss_sem_seg": 0.3383889407850802, "lr": 0.01, "mask_rcnn/accuracy": 0.8614435815535005, "mask_rcnn/false_negative": 0.09399626038813005, "mask_rcnn/false_positive": 0.18115301402778966, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7860592743381858, "total_loss": 1.8485680697194766} {"data_time": 0.016193675808608532, "eta_seconds": 175341.1191118639, "iteration": 46979, "loss_fcos_cls": 0.3076337412931025, "loss_fcos_ctr": 0.6231647557578981, "loss_fcos_loc": 0.22304230625741184, "loss_mask": 0.29768884368240833, "loss_maskiou": 0.0077477796003222466, "loss_sem_seg": 0.36709342966787517, "lr": 0.01, "mask_rcnn/accuracy": 0.8876978561410539, "mask_rcnn/false_negative": 0.09478621971883651, "mask_rcnn/false_positive": 0.10792935060485931, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.7814078880473971, "total_loss": 1.8325112968304893} {"data_time": 0.01533364225178957, "eta_seconds": 175425.741888267, "iteration": 46999, "loss_fcos_cls": 0.30193288577720523, "loss_fcos_ctr": 0.6226936867460608, "loss_fcos_loc": 0.22274430515244603, "loss_mask": 0.30903664138168097, "loss_maskiou": 0.00811209439416416, "loss_sem_seg": 0.35757982078939676, "lr": 0.01, "mask_rcnn/accuracy": 0.8606947987528345, "mask_rcnn/false_negative": 0.11910200811244193, "mask_rcnn/false_positive": 0.2037473496404804, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.8005510894581676, "total_loss": 1.7994946287217317} {"data_time": 0.016086441464722157, "eta_seconds": 175360.10523255542, "iteration": 47019, "loss_fcos_cls": 0.3000448732636869, "loss_fcos_ctr": 0.6237546079792082, "loss_fcos_loc": 0.21604732400737703, "loss_mask": 0.30244826152920723, "loss_maskiou": 0.007611844412167557, "loss_sem_seg": 0.34177115885540843, "lr": 0.01, "mask_rcnn/accuracy": 0.8607602258284323, "mask_rcnn/false_negative": 0.11202387868460253, "mask_rcnn/false_positive": 0.15418313544065837, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7701327400282025, "total_loss": 1.8080089321229025} {"data_time": 0.015699983574450016, "eta_seconds": 175371.8633908853, "iteration": 47039, "loss_fcos_cls": 0.3021930905524641, "loss_fcos_ctr": 0.6221959153190255, "loss_fcos_loc": 0.21603891788981855, "loss_mask": 0.30050474498420954, "loss_maskiou": 0.006974688614718616, "loss_sem_seg": 0.33308322075754404, "lr": 0.01, "mask_rcnn/accuracy": 0.9029684601113173, "mask_rcnn/false_negative": 0.08445795498031719, "mask_rcnn/false_positive": 0.10754961414197234, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 23.0, "time": 0.7961097080260515, "total_loss": 1.7756003741669701} {"data_time": 0.016098015010356903, "eta_seconds": 175356.1322214529, "iteration": 47059, "loss_fcos_cls": 0.2974761836230755, "loss_fcos_ctr": 0.6245801136828959, "loss_fcos_loc": 0.2219149807933718, "loss_mask": 0.2958487309515476, "loss_maskiou": 0.007376424946414772, "loss_sem_seg": 0.36586608085781336, "lr": 0.01, "mask_rcnn/accuracy": 0.880281279178338, "mask_rcnn/false_negative": 0.09857563578851374, "mask_rcnn/false_positive": 0.15045889531048384, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7761835381388664, "total_loss": 1.8250886446912773} {"data_time": 0.017506705597043037, "eta_seconds": 175482.56355337892, "iteration": 47079, "loss_fcos_cls": 0.29557917453348637, "loss_fcos_ctr": 0.6249357145279646, "loss_fcos_loc": 0.22290108003653586, "loss_mask": 0.31314057391136885, "loss_maskiou": 0.007621898694196716, "loss_sem_seg": 0.330052247736603, "lr": 0.01, "mask_rcnn/accuracy": 0.8650316266857621, "mask_rcnn/false_negative": 0.12208894172964829, "mask_rcnn/false_positive": 0.19489004576300106, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7873404650017619, "total_loss": 1.7806673321611015} {"data_time": 0.016848266124725342, "eta_seconds": 175324.6698825881, "iteration": 47099, "loss_fcos_cls": 0.301899794023484, "loss_fcos_ctr": 0.6261620568111539, "loss_fcos_loc": 0.22264130390249193, "loss_mask": 0.29922682512551546, "loss_maskiou": 0.007662774572963826, "loss_sem_seg": 0.3189802085980773, "lr": 0.01, "mask_rcnn/accuracy": 0.8602212279099553, "mask_rcnn/false_negative": 0.10928436748152348, "mask_rcnn/false_positive": 0.15234717104552953, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.7775050029158592, "total_loss": 1.7875089231529273} {"data_time": 0.01721195038408041, "eta_seconds": 175258.20760146528, "iteration": 47119, "loss_fcos_cls": 0.3022479315986857, "loss_fcos_ctr": 0.6268207635730505, "loss_fcos_loc": 0.2206928413361311, "loss_mask": 0.29749160539358854, "loss_maskiou": 0.007254735653987154, "loss_sem_seg": 0.334865334443748, "lr": 0.01, "mask_rcnn/accuracy": 0.8763599696635411, "mask_rcnn/false_negative": 0.10212952432088201, "mask_rcnn/false_positive": 0.14452858062639748, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.75, "time": 0.7832784214988351, "total_loss": 1.7911209197918652} {"data_time": 0.015722093172371387, "eta_seconds": 175293.20754372329, "iteration": 47139, "loss_fcos_cls": 0.3010135982185602, "loss_fcos_ctr": 0.6240982478484511, "loss_fcos_loc": 0.22526722948532552, "loss_mask": 0.3087822003290057, "loss_maskiou": 0.00814446632284671, "loss_sem_seg": 0.34892133582616225, "lr": 0.01, "mask_rcnn/accuracy": 0.8844296865087499, "mask_rcnn/false_negative": 0.10728239967963227, "mask_rcnn/false_positive": 0.11271940440199649, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.0, "time": 0.7925082296133041, "total_loss": 1.7870644005015492} {"data_time": 0.015521145425736904, "eta_seconds": 175299.87644953746, "iteration": 47159, "loss_fcos_cls": 0.30621920083649457, "loss_fcos_ctr": 0.6228807438164949, "loss_fcos_loc": 0.22682693612296134, "loss_mask": 0.3047494478523731, "loss_maskiou": 0.007762358320178464, "loss_sem_seg": 0.330993396230042, "lr": 0.01, "mask_rcnn/accuracy": 0.8732557251011004, "mask_rcnn/false_negative": 0.08859094458251829, "mask_rcnn/false_positive": 0.17929215496720088, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.75, "time": 0.7684075459837914, "total_loss": 1.7831698572335881} {"data_time": 0.01622703578323126, "eta_seconds": 175284.14326969627, "iteration": 47179, "loss_fcos_cls": 0.30730116833001375, "loss_fcos_ctr": 0.621634230017662, "loss_fcos_loc": 0.21242911054287106, "loss_mask": 0.29556571040302515, "loss_maskiou": 0.007600298980833031, "loss_sem_seg": 0.3111622976139188, "lr": 0.01, "mask_rcnn/accuracy": 0.8804348090587586, "mask_rcnn/false_negative": 0.09606213709964129, "mask_rcnn/false_positive": 0.13857534074785754, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 25.75, "time": 0.7764655463397503, "total_loss": 1.7853486982930917} {"data_time": 0.018943076953291893, "eta_seconds": 175324.47316203732, "iteration": 47199, "loss_fcos_cls": 0.30138658289797604, "loss_fcos_ctr": 0.6243284977972507, "loss_fcos_loc": 0.2143000849755481, "loss_mask": 0.2897007162682712, "loss_maskiou": 0.007101483381120488, "loss_sem_seg": 0.33381518721580505, "lr": 0.01, "mask_rcnn/accuracy": 0.8674000683893976, "mask_rcnn/false_negative": 0.11835635922442267, "mask_rcnn/false_positive": 0.16014672215766973, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7960460260510445, "total_loss": 1.804099179978948} {"data_time": 0.017257180996239185, "eta_seconds": 175372.35608572233, "iteration": 47219, "loss_fcos_cls": 0.29749612929299474, "loss_fcos_ctr": 0.6221751589328051, "loss_fcos_loc": 0.2185724948067218, "loss_mask": 0.3096341257914901, "loss_maskiou": 0.00771416568022687, "loss_sem_seg": 0.32679782155901194, "lr": 0.01, "mask_rcnn/accuracy": 0.8723926494560958, "mask_rcnn/false_negative": 0.10644615466357138, "mask_rcnn/false_positive": 0.19316262142051982, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.0, "time": 0.8020738642662764, "total_loss": 1.772639832815912} {"data_time": 0.015429302118718624, "eta_seconds": 175214.55169656128, "iteration": 47239, "loss_fcos_cls": 0.2953089945949614, "loss_fcos_ctr": 0.6225418411195278, "loss_fcos_loc": 0.22092164948116988, "loss_mask": 0.31326935067772865, "loss_maskiou": 0.007819285645382479, "loss_sem_seg": 0.3321234481409192, "lr": 0.01, "mask_rcnn/accuracy": 0.8712008982618471, "mask_rcnn/false_negative": 0.10393345337709325, "mask_rcnn/false_positive": 0.15674737899248425, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.75, "time": 0.797320450656116, "total_loss": 1.7973125897551654} {"data_time": 0.018967781215906143, "eta_seconds": 175221.2105503315, "iteration": 47259, "loss_fcos_cls": 0.30038280319422483, "loss_fcos_ctr": 0.622541768476367, "loss_fcos_loc": 0.21306461631320417, "loss_mask": 0.2923847706988454, "loss_maskiou": 0.007700946065597236, "loss_sem_seg": 0.337987081380561, "lr": 0.01, "mask_rcnn/accuracy": 0.8703772325256633, "mask_rcnn/false_negative": 0.11569164094728951, "mask_rcnn/false_positive": 0.1632361215822804, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.5, "time": 0.7855584910139441, "total_loss": 1.7713164870947367} {"data_time": 0.018556234426796436, "eta_seconds": 175105.25640954636, "iteration": 47279, "loss_fcos_cls": 0.2990893111564219, "loss_fcos_ctr": 0.6249172305688262, "loss_fcos_loc": 0.2286238829838112, "loss_mask": 0.3071265830658376, "loss_maskiou": 0.007723086280748248, "loss_sem_seg": 0.3393424293026328, "lr": 0.01, "mask_rcnn/accuracy": 0.8578281867182357, "mask_rcnn/false_negative": 0.09783370550750636, "mask_rcnn/false_positive": 0.1832490128438113, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.5, "time": 0.7808116097003222, "total_loss": 1.796490401698975} {"data_time": 0.015617238357663155, "eta_seconds": 175167.35818826407, "iteration": 47299, "loss_fcos_cls": 0.3104094839654863, "loss_fcos_ctr": 0.6268444266170263, "loss_fcos_loc": 0.22800072096288204, "loss_mask": 0.30271688709035516, "loss_maskiou": 0.0076211658015381545, "loss_sem_seg": 0.33960447646677494, "lr": 0.01, "mask_rcnn/accuracy": 0.8561043053054879, "mask_rcnn/false_negative": 0.08485529961825047, "mask_rcnn/false_positive": 0.1820958571393581, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7931438563391566, "total_loss": 1.8084534310764866} {"data_time": 0.014737952500581741, "eta_seconds": 175073.80804923736, "iteration": 47319, "loss_fcos_cls": 0.30806013755500317, "loss_fcos_ctr": 0.6228595753200352, "loss_fcos_loc": 0.2202885157894343, "loss_mask": 0.30945251416414976, "loss_maskiou": 0.008393786250962876, "loss_sem_seg": 0.31488243234343827, "lr": 0.01, "mask_rcnn/accuracy": 0.8855101656047034, "mask_rcnn/false_negative": 0.09091770984437372, "mask_rcnn/false_positive": 0.12117074501257305, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7628108263015747, "total_loss": 1.7788419885037001} {"data_time": 0.01700290199369192, "eta_seconds": 175058.08386908285, "iteration": 47339, "loss_fcos_cls": 0.30318185524083674, "loss_fcos_ctr": 0.6264057573862374, "loss_fcos_loc": 0.2290053735487163, "loss_mask": 0.3025790797546506, "loss_maskiou": 0.007600515411468223, "loss_sem_seg": 0.34773733653128147, "lr": 0.01, "mask_rcnn/accuracy": 0.8526640769944341, "mask_rcnn/false_negative": 0.12087648305637552, "mask_rcnn/false_positive": 0.1690633377268179, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7843987355008721, "total_loss": 1.821697328123264} {"data_time": 0.015898017212748528, "eta_seconds": 175028.4632597817, "iteration": 47359, "loss_fcos_cls": 0.29172151582315564, "loss_fcos_ctr": 0.6258510770276189, "loss_fcos_loc": 0.2257876747753471, "loss_mask": 0.3089204141870141, "loss_maskiou": 0.007542839244706556, "loss_sem_seg": 0.3076360048726201, "lr": 0.01, "mask_rcnn/accuracy": 0.87151340951127, "mask_rcnn/false_negative": 0.10381871873367662, "mask_rcnn/false_positive": 0.17047446894358387, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.5, "time": 0.7907676761969924, "total_loss": 1.7890817480219994} {"data_time": 0.016613147221505642, "eta_seconds": 175104.43351053447, "iteration": 47379, "loss_fcos_cls": 0.3101628045551479, "loss_fcos_ctr": 0.6254464043304324, "loss_fcos_loc": 0.22346298629418015, "loss_mask": 0.3164569134823978, "loss_maskiou": 0.00797754421364516, "loss_sem_seg": 0.341332427226007, "lr": 0.01, "mask_rcnn/accuracy": 0.8714781746031746, "mask_rcnn/false_negative": 0.11511575240594693, "mask_rcnn/false_positive": 0.14017202662422523, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.8005568003281951, "total_loss": 1.830831942788791} {"data_time": 0.01831124909222126, "eta_seconds": 175111.07829144318, "iteration": 47399, "loss_fcos_cls": 0.3046078816987574, "loss_fcos_ctr": 0.625960445497185, "loss_fcos_loc": 0.23153528035618365, "loss_mask": 0.2972031654790044, "loss_maskiou": 0.0068274217410362326, "loss_sem_seg": 0.3066115495748818, "lr": 0.01, "mask_rcnn/accuracy": 0.8769010007849294, "mask_rcnn/false_negative": 0.09639618225141387, "mask_rcnn/false_positive": 0.1594644109736177, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.7836832627654076, "total_loss": 1.7871740994305583} {"data_time": 0.015140063129365444, "eta_seconds": 175151.35282552335, "iteration": 47419, "loss_fcos_cls": 0.30331253958866, "loss_fcos_ctr": 0.6265089688822627, "loss_fcos_loc": 0.23160738521255553, "loss_mask": 0.30851511377841234, "loss_maskiou": 0.007131813938030973, "loss_sem_seg": 0.34386127162724733, "lr": 0.01, "mask_rcnn/accuracy": 0.8534215784215784, "mask_rcnn/false_negative": 0.10578759395602999, "mask_rcnn/false_positive": 0.1828037670280408, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7964634420350194, "total_loss": 1.8333113862317987} {"data_time": 0.014667689800262451, "eta_seconds": 175330.54263851792, "iteration": 47439, "loss_fcos_cls": 0.3156773076043464, "loss_fcos_ctr": 0.626794062089175, "loss_fcos_loc": 0.22947591013507918, "loss_mask": 0.313728136010468, "loss_maskiou": 0.00777487680898048, "loss_sem_seg": 0.33612999226897955, "lr": 0.01, "mask_rcnn/accuracy": 0.86200953595724, "mask_rcnn/false_negative": 0.08876437916628191, "mask_rcnn/false_positive": 0.19442976944606047, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.5, "time": 0.7961585465818644, "total_loss": 1.8125481193710584} {"data_time": 0.017209780402481556, "eta_seconds": 175299.15410107467, "iteration": 47459, "loss_fcos_cls": 0.30667709140107036, "loss_fcos_ctr": 0.6251132832840085, "loss_fcos_loc": 0.2334530265070498, "loss_mask": 0.30705286748707294, "loss_maskiou": 0.008123074774630368, "loss_sem_seg": 0.2956466299947351, "lr": 0.01, "mask_rcnn/accuracy": 0.8636114165360356, "mask_rcnn/false_negative": 0.09400087324613801, "mask_rcnn/false_positive": 0.1658257120858394, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7880347548052669, "total_loss": 1.7895675838954048} {"data_time": 0.018923912197351456, "eta_seconds": 175283.39977678377, "iteration": 47479, "loss_fcos_cls": 0.2937321753706783, "loss_fcos_ctr": 0.6252330420538783, "loss_fcos_loc": 0.22740375460125506, "loss_mask": 0.29715726524591446, "loss_maskiou": 0.007817611040081829, "loss_sem_seg": 0.3307467307895422, "lr": 0.01, "mask_rcnn/accuracy": 0.8853502939637393, "mask_rcnn/false_negative": 0.10402277128874937, "mask_rcnn/false_positive": 0.12193364947631001, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7837378140538931, "total_loss": 1.8273669477348449} {"data_time": 0.017061074264347553, "eta_seconds": 175258.0870061349, "iteration": 47499, "loss_fcos_cls": 0.29351635789498687, "loss_fcos_ctr": 0.6228915313258767, "loss_fcos_loc": 0.2198847122490406, "loss_mask": 0.30890891421586275, "loss_maskiou": 0.007675879984162748, "loss_sem_seg": 0.3381825443357229, "lr": 0.01, "mask_rcnn/accuracy": 0.8621031997537258, "mask_rcnn/false_negative": 0.1046872160054696, "mask_rcnn/false_positive": 0.1900902336262988, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 35.25, "time": 0.7795681236311793, "total_loss": 1.7815776897332398} {"data_time": 0.018198172561824322, "eta_seconds": 175251.89112820197, "iteration": 47519, "loss_fcos_cls": 0.2890344449551776, "loss_fcos_ctr": 0.6278418051078916, "loss_fcos_loc": 0.22943155735265464, "loss_mask": 0.3125329129397869, "loss_maskiou": 0.007642619588295929, "loss_sem_seg": 0.3271014201454818, "lr": 0.01, "mask_rcnn/accuracy": 0.8681780672573083, "mask_rcnn/false_negative": 0.10329908709445643, "mask_rcnn/false_positive": 0.1468954226013394, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7906586639583111, "total_loss": 1.799008787900675} {"data_time": 0.01640830934047699, "eta_seconds": 175226.58007591777, "iteration": 47539, "loss_fcos_cls": 0.30474789906293154, "loss_fcos_ctr": 0.6267916336655617, "loss_fcos_loc": 0.22795211884658784, "loss_mask": 0.2982654217630625, "loss_maskiou": 0.006812431282014586, "loss_sem_seg": 0.30632944079115987, "lr": 0.01, "mask_rcnn/accuracy": 0.8645030097611596, "mask_rcnn/false_negative": 0.10734026515905612, "mask_rcnn/false_positive": 0.16711352473004248, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.0, "time": 0.7767837783321738, "total_loss": 1.7783453131560236} {"data_time": 0.016172051429748535, "eta_seconds": 175079.90414379537, "iteration": 47559, "loss_fcos_cls": 0.2975788926705718, "loss_fcos_ctr": 0.624326472170651, "loss_fcos_loc": 0.2270181195344776, "loss_mask": 0.3188111921772361, "loss_maskiou": 0.007916933987871744, "loss_sem_seg": 0.3149800952523947, "lr": 0.01, "mask_rcnn/accuracy": 0.8527983430691117, "mask_rcnn/false_negative": 0.1043606682335006, "mask_rcnn/false_positive": 0.17257803813311412, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.0, "time": 0.7851342549547553, "total_loss": 1.7754785429133335} {"data_time": 0.016331237740814686, "eta_seconds": 175088.9654546054, "iteration": 47579, "loss_fcos_cls": 0.29074249090626836, "loss_fcos_ctr": 0.625630933791399, "loss_fcos_loc": 0.21765423892065883, "loss_mask": 0.2952914824709296, "loss_maskiou": 0.007271767557540443, "loss_sem_seg": 0.3350006281398237, "lr": 0.01, "mask_rcnn/accuracy": 0.8708896795199113, "mask_rcnn/false_negative": 0.11212681690299764, "mask_rcnn/false_positive": 0.16270935826016086, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.7886706693097949, "total_loss": 1.7795114271721104} {"data_time": 0.0167887844145298, "eta_seconds": 174997.54475515056, "iteration": 47599, "loss_fcos_cls": 0.2915091458708048, "loss_fcos_ctr": 0.6257653571665287, "loss_fcos_loc": 0.21932371146976948, "loss_mask": 0.3066963404417038, "loss_maskiou": 0.007582373364130035, "loss_sem_seg": 0.31883800961077213, "lr": 0.01, "mask_rcnn/accuracy": 0.8674297183089241, "mask_rcnn/false_negative": 0.10048919483343446, "mask_rcnn/false_positive": 0.17420919860675327, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 32.5, "time": 0.7839105753228068, "total_loss": 1.7806869507330703} {"data_time": 0.015855001285672188, "eta_seconds": 174855.5495647844, "iteration": 47619, "loss_fcos_cls": 0.2933994182385504, "loss_fcos_ctr": 0.6223500026389956, "loss_fcos_loc": 0.2092448158073239, "loss_mask": 0.3000618782825768, "loss_maskiou": 0.007221261788799893, "loss_sem_seg": 0.3061837423592806, "lr": 0.01, "mask_rcnn/accuracy": 0.8663577675968346, "mask_rcnn/false_negative": 0.10996959974561943, "mask_rcnn/false_positive": 0.15665301342687407, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.0, "time": 0.7797896284610033, "total_loss": 1.7744525015586987} {"data_time": 0.01591566577553749, "eta_seconds": 174712.06077298988, "iteration": 47639, "loss_fcos_cls": 0.3014106748159975, "loss_fcos_ctr": 0.6248580822721124, "loss_fcos_loc": 0.23134011874208227, "loss_mask": 0.30761237628757954, "loss_maskiou": 0.007576284609967843, "loss_sem_seg": 0.3217961713671684, "lr": 0.01, "mask_rcnn/accuracy": 0.8673952259475219, "mask_rcnn/false_negative": 0.12187803485871222, "mask_rcnn/false_positive": 0.14162594603549358, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.0, "time": 0.7771352035924792, "total_loss": 1.812803290100419} {"data_time": 0.017393173649907112, "eta_seconds": 174696.3465010831, "iteration": 47659, "loss_fcos_cls": 0.2949452265165746, "loss_fcos_ctr": 0.6263729808852077, "loss_fcos_loc": 0.2293674515094608, "loss_mask": 0.3104377994313836, "loss_maskiou": 0.00728632922982797, "loss_sem_seg": 0.3134606317616999, "lr": 0.01, "mask_rcnn/accuracy": 0.8613660899142266, "mask_rcnn/false_negative": 0.11374316945081459, "mask_rcnn/false_positive": 0.17066020730607734, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7973226755857468, "total_loss": 1.7671620091132354} {"data_time": 0.016991552896797657, "eta_seconds": 174603.70060592238, "iteration": 47679, "loss_fcos_cls": 0.29005574621260166, "loss_fcos_ctr": 0.6275354288518429, "loss_fcos_loc": 0.22563268820522353, "loss_mask": 0.3136226572096348, "loss_maskiou": 0.007465902162948623, "loss_sem_seg": 0.34954909374937415, "lr": 0.01, "mask_rcnn/accuracy": 0.8717292274052478, "mask_rcnn/false_negative": 0.10764959293762892, "mask_rcnn/false_positive": 0.16037172620295445, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7775711622089148, "total_loss": 1.8238355372886872} {"data_time": 0.015640447847545147, "eta_seconds": 174541.95635982696, "iteration": 47699, "loss_fcos_cls": 0.3014515822287649, "loss_fcos_ctr": 0.6248854794539511, "loss_fcos_loc": 0.22515070298686624, "loss_mask": 0.29280587658286095, "loss_maskiou": 0.007953329768497497, "loss_sem_seg": 0.3166298745200038, "lr": 0.01, "mask_rcnn/accuracy": 0.8624485840847966, "mask_rcnn/false_negative": 0.10034075419338115, "mask_rcnn/false_positive": 0.17506650838217264, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 34.0, "time": 0.782844333909452, "total_loss": 1.7424262033964624} {"data_time": 0.01576815452426672, "eta_seconds": 174546.0019973917, "iteration": 47719, "loss_fcos_cls": 0.2951135439798236, "loss_fcos_ctr": 0.6233422392979264, "loss_fcos_loc": 0.2200759882107377, "loss_mask": 0.29610908031463623, "loss_maskiou": 0.007162197551224381, "loss_sem_seg": 0.3295821112114936, "lr": 0.01, "mask_rcnn/accuracy": 0.8557916367025771, "mask_rcnn/false_negative": 0.12116686099118866, "mask_rcnn/false_positive": 0.1714867764043596, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7979423543438315, "total_loss": 1.780971897271229} {"data_time": 0.016457642428576946, "eta_seconds": 174527.3361305734, "iteration": 47739, "loss_fcos_cls": 0.29940146883018315, "loss_fcos_ctr": 0.6305983727797866, "loss_fcos_loc": 0.22962927829939872, "loss_mask": 0.31949560437351465, "loss_maskiou": 0.007984715921338648, "loss_sem_seg": 0.37624308932572603, "lr": 0.01, "mask_rcnn/accuracy": 0.8496379292092384, "mask_rcnn/false_negative": 0.1287660643511913, "mask_rcnn/false_positive": 0.17899301073031906, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.7969783712178469, "total_loss": 1.8489977609060588} {"data_time": 0.015586016699671745, "eta_seconds": 174494.84673197288, "iteration": 47759, "loss_fcos_cls": 0.31008235923945904, "loss_fcos_ctr": 0.6273751556873322, "loss_fcos_loc": 0.23499849741347134, "loss_mask": 0.3303246311843395, "loss_maskiou": 0.008080792307737283, "loss_sem_seg": 0.3387814359739423, "lr": 0.01, "mask_rcnn/accuracy": 0.8634922126745435, "mask_rcnn/false_negative": 0.09379592886171405, "mask_rcnn/false_positive": 0.19306149265744255, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7791939880698919, "total_loss": 1.7926463200856233} {"data_time": 0.01699400693178177, "eta_seconds": 174438.89653550554, "iteration": 47779, "loss_fcos_cls": 0.3017521782312542, "loss_fcos_ctr": 0.622930240817368, "loss_fcos_loc": 0.21599446469917893, "loss_mask": 0.314409407787025, "loss_maskiou": 0.007941597257740796, "loss_sem_seg": 0.29189400956965983, "lr": 0.01, "mask_rcnn/accuracy": 0.8725806989462451, "mask_rcnn/false_negative": 0.10371725390139602, "mask_rcnn/false_positive": 0.16003932226487505, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7782279308885336, "total_loss": 1.7544082723361498} {"data_time": 0.015707481652498245, "eta_seconds": 174388.51491079386, "iteration": 47799, "loss_fcos_cls": 0.3057298781350255, "loss_fcos_ctr": 0.6293818885460496, "loss_fcos_loc": 0.23946940037421882, "loss_mask": 0.3122495887801051, "loss_maskiou": 0.007475029386114329, "loss_sem_seg": 0.3137837001122534, "lr": 0.01, "mask_rcnn/accuracy": 0.8584918863378685, "mask_rcnn/false_negative": 0.12309204090902376, "mask_rcnn/false_positive": 0.17496714862488819, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7858607852831483, "total_loss": 1.8088373139689793} {"data_time": 0.017989253625273705, "eta_seconds": 174340.00203599595, "iteration": 47819, "loss_fcos_cls": 0.3041137447580695, "loss_fcos_ctr": 0.6247663479298353, "loss_fcos_loc": 0.22792677697725594, "loss_mask": 0.29312570579349995, "loss_maskiou": 0.007547012559371069, "loss_sem_seg": 0.32172929495573044, "lr": 0.01, "mask_rcnn/accuracy": 0.8708772218564845, "mask_rcnn/false_negative": 0.1081307185286526, "mask_rcnn/false_positive": 0.14859423474771696, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7765240054577589, "total_loss": 1.7950528256042162} {"data_time": 0.016955817118287086, "eta_seconds": 174329.58518601675, "iteration": 47839, "loss_fcos_cls": 0.2992037357762456, "loss_fcos_ctr": 0.6252149287611246, "loss_fcos_loc": 0.21959136007353663, "loss_mask": 0.30608487501740456, "loss_maskiou": 0.007358094502706081, "loss_sem_seg": 0.3616242432035506, "lr": 0.01, "mask_rcnn/accuracy": 0.8488027833084453, "mask_rcnn/false_negative": 0.11733535748048171, "mask_rcnn/false_positive": 0.18845950370815398, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.7936166329309344, "total_loss": 1.8518466689711204} {"data_time": 0.01573473308235407, "eta_seconds": 174324.97961114533, "iteration": 47859, "loss_fcos_cls": 0.29422295931726694, "loss_fcos_ctr": 0.6251176092773676, "loss_fcos_loc": 0.22108105930965394, "loss_mask": 0.3176212292164564, "loss_maskiou": 0.007825278677046299, "loss_sem_seg": 0.3241229602135718, "lr": 0.01, "mask_rcnn/accuracy": 0.8683579528374361, "mask_rcnn/false_negative": 0.12457838270187305, "mask_rcnn/false_positive": 0.15449398575576154, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7928333794698119, "total_loss": 1.807506035635015} {"data_time": 0.015344077721238136, "eta_seconds": 174292.11389596574, "iteration": 47879, "loss_fcos_cls": 0.30559918680228293, "loss_fcos_ctr": 0.6250906325876713, "loss_fcos_loc": 0.2263577525736764, "loss_mask": 0.3041582955047488, "loss_maskiou": 0.008018690132303163, "loss_sem_seg": 0.3041444616392255, "lr": 0.01, "mask_rcnn/accuracy": 0.8716361620728632, "mask_rcnn/false_negative": 0.1018974434829638, "mask_rcnn/false_positive": 0.14663037144111885, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.770070306956768, "total_loss": 1.7950492172967643} {"data_time": 0.016357562504708767, "eta_seconds": 174162.54274512734, "iteration": 47899, "loss_fcos_cls": 0.30236960481852293, "loss_fcos_ctr": 0.6263053780421615, "loss_fcos_loc": 0.22988323832396418, "loss_mask": 0.3127183886244893, "loss_maskiou": 0.008322114968905225, "loss_sem_seg": 0.31827610544860363, "lr": 0.01, "mask_rcnn/accuracy": 0.8538250121477162, "mask_rcnn/false_negative": 0.12419244259879998, "mask_rcnn/false_positive": 0.16800986243656257, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7718114694580436, "total_loss": 1.8040075626486214} {"data_time": 0.016576900146901608, "eta_seconds": 174260.7270187419, "iteration": 47919, "loss_fcos_cls": 0.2990133501589298, "loss_fcos_ctr": 0.6236345507204533, "loss_fcos_loc": 0.21913615800440311, "loss_mask": 0.3103536618873477, "loss_maskiou": 0.009374540735734627, "loss_sem_seg": 0.3540885290130973, "lr": 0.01, "mask_rcnn/accuracy": 0.8508346438933997, "mask_rcnn/false_negative": 0.11223710214360672, "mask_rcnn/false_positive": 0.16985919706877547, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7933598579838872, "total_loss": 1.8114659813290928} {"data_time": 0.014723258092999458, "eta_seconds": 174094.6660651369, "iteration": 47939, "loss_fcos_cls": 0.2914681227412075, "loss_fcos_ctr": 0.6252375589683652, "loss_fcos_loc": 0.2260671854019165, "loss_mask": 0.30606294609606266, "loss_maskiou": 0.0077167010749690235, "loss_sem_seg": 0.34210977517068386, "lr": 0.01, "mask_rcnn/accuracy": 0.8470108919616308, "mask_rcnn/false_negative": 0.11501439988771181, "mask_rcnn/false_positive": 0.1835981381317069, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.771915502846241, "total_loss": 1.7982190598268062} {"data_time": 0.01473255455493927, "eta_seconds": 174115.4931930555, "iteration": 47959, "loss_fcos_cls": 0.29325423820409924, "loss_fcos_ctr": 0.6267566811293364, "loss_fcos_loc": 0.2322524543851614, "loss_mask": 0.30216937977820635, "loss_maskiou": 0.008020529930945486, "loss_sem_seg": 0.3366434630006552, "lr": 0.01, "mask_rcnn/accuracy": 0.8673701169033451, "mask_rcnn/false_negative": 0.0992477193057322, "mask_rcnn/false_positive": 0.1731322883113673, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.785989542491734, "total_loss": 1.8064867386274273} {"data_time": 0.016179081983864307, "eta_seconds": 174214.45394535922, "iteration": 47979, "loss_fcos_cls": 0.3067979603074491, "loss_fcos_ctr": 0.6242165621370077, "loss_fcos_loc": 0.21914429450407624, "loss_mask": 0.3071766896173358, "loss_maskiou": 0.007735724342637695, "loss_sem_seg": 0.3319632427301258, "lr": 0.01, "mask_rcnn/accuracy": 0.8608126979239972, "mask_rcnn/false_negative": 0.12780570933348934, "mask_rcnn/false_positive": 0.17083666714368606, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7940909070894122, "total_loss": 1.82799630738009} {"data_time": 0.015090959146618843, "eta_seconds": 174047.6263780063, "iteration": 47999, "loss_fcos_cls": 0.2989574745297432, "loss_fcos_ctr": 0.6221810439601541, "loss_fcos_loc": 0.21856203605420887, "loss_mask": 0.30584690533578396, "loss_maskiou": 0.007434607570758089, "loss_sem_seg": 0.3308683515060693, "lr": 0.01, "mask_rcnn/accuracy": 0.8840773728477285, "mask_rcnn/false_negative": 0.09873332924119169, "mask_rcnn/false_positive": 0.14218750584817696, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7784149358049035, "total_loss": 1.7772028200997738} {"data_time": 0.01619083061814308, "eta_seconds": 173990.19905827474, "iteration": 48019, "loss_fcos_cls": 0.3023716011084616, "loss_fcos_ctr": 0.6239343229681253, "loss_fcos_loc": 0.22597011469770223, "loss_mask": 0.3108014538884163, "loss_maskiou": 0.008184706704923883, "loss_sem_seg": 0.34820318152196705, "lr": 0.01, "mask_rcnn/accuracy": 0.8552830888582812, "mask_rcnn/false_negative": 0.09866944200783231, "mask_rcnn/false_positive": 0.20767592594491885, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7711441954597831, "total_loss": 1.8000130169530166} {"data_time": 0.016895697452127934, "eta_seconds": 174114.54101983085, "iteration": 48039, "loss_fcos_cls": 0.3063687968533486, "loss_fcos_ctr": 0.6235021259635687, "loss_fcos_loc": 0.2171452483162284, "loss_mask": 0.3243458839133382, "loss_maskiou": 0.007957540132338181, "loss_sem_seg": 0.3243783554062247, "lr": 0.01, "mask_rcnn/accuracy": 0.8564755319421001, "mask_rcnn/false_negative": 0.12804351485604162, "mask_rcnn/false_positive": 0.158636662164157, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.5, "time": 0.7938838712871075, "total_loss": 1.8155517977211275} {"data_time": 0.01638566516339779, "eta_seconds": 174151.67990004085, "iteration": 48059, "loss_fcos_cls": 0.2958026435226202, "loss_fcos_ctr": 0.6231585592031479, "loss_fcos_loc": 0.2180910704191774, "loss_mask": 0.309847510419786, "loss_maskiou": 0.008973464573500678, "loss_sem_seg": 0.3272794741205871, "lr": 0.01, "mask_rcnn/accuracy": 0.8736798915370343, "mask_rcnn/false_negative": 0.09501137271957019, "mask_rcnn/false_positive": 0.16060996244739806, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7865217253565788, "total_loss": 1.789526709151687} {"data_time": 0.017188722267746925, "eta_seconds": 174141.25734969694, "iteration": 48079, "loss_fcos_cls": 0.3030338117387146, "loss_fcos_ctr": 0.6245692232623696, "loss_fcos_loc": 0.22383379057282582, "loss_mask": 0.30670900037512183, "loss_maskiou": 0.007728223092271946, "loss_sem_seg": 0.3269238197244704, "lr": 0.01, "mask_rcnn/accuracy": 0.8585847910592809, "mask_rcnn/false_negative": 0.10360855343480385, "mask_rcnn/false_positive": 0.16428394308205735, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7906611133366823, "total_loss": 1.7956965509511065} {"data_time": 0.015741013921797276, "eta_seconds": 174125.56336333696, "iteration": 48099, "loss_fcos_cls": 0.2924164435826242, "loss_fcos_ctr": 0.6259584748186171, "loss_fcos_loc": 0.22122917894739658, "loss_mask": 0.3066669786348939, "loss_maskiou": 0.008209548657760024, "loss_sem_seg": 0.3482827548868954, "lr": 0.01, "mask_rcnn/accuracy": 0.8731344810651533, "mask_rcnn/false_negative": 0.09626473244439644, "mask_rcnn/false_positive": 0.14951655984189088, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7770840507000685, "total_loss": 1.7735092093935236} {"data_time": 0.01583303976804018, "eta_seconds": 174109.86937697697, "iteration": 48119, "loss_fcos_cls": 0.29661436122842133, "loss_fcos_ctr": 0.6256647743284702, "loss_fcos_loc": 0.22553358494769782, "loss_mask": 0.30998874036595225, "loss_maskiou": 0.007888255058787763, "loss_sem_seg": 0.2946510249748826, "lr": 0.01, "mask_rcnn/accuracy": 0.8774234693877551, "mask_rcnn/false_negative": 0.08657032392733952, "mask_rcnn/false_positive": 0.15322021824644969, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.0, "time": 0.7754442961886525, "total_loss": 1.764725124288816} {"data_time": 0.015478472225368023, "eta_seconds": 174214.9866760224, "iteration": 48139, "loss_fcos_cls": 0.2911857287399471, "loss_fcos_ctr": 0.6225397693924606, "loss_fcos_loc": 0.2171425661072135, "loss_mask": 0.3038313817232847, "loss_maskiou": 0.007876105679315515, "loss_sem_seg": 0.31655039032921195, "lr": 0.01, "mask_rcnn/accuracy": 0.8809027777777778, "mask_rcnn/false_negative": 0.11070976013096645, "mask_rcnn/false_positive": 0.1548068275664283, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.8098516957834363, "total_loss": 1.7822035846475046} {"data_time": 0.016659426502883434, "eta_seconds": 174221.14686231874, "iteration": 48159, "loss_fcos_cls": 0.30287361377850175, "loss_fcos_ctr": 0.6267805974930525, "loss_fcos_loc": 0.2248905289452523, "loss_mask": 0.3137540202587843, "loss_maskiou": 0.0076526290649781, "loss_sem_seg": 0.3215236756950617, "lr": 0.01, "mask_rcnn/accuracy": 0.8570407096052226, "mask_rcnn/false_negative": 0.07890397165018419, "mask_rcnn/false_positive": 0.2038579451175675, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7835611458867788, "total_loss": 1.8211200143414317} {"data_time": 0.01614023558795452, "eta_seconds": 174304.0168807907, "iteration": 48179, "loss_fcos_cls": 0.30012177722528577, "loss_fcos_ctr": 0.629737994633615, "loss_fcos_loc": 0.23472847789525986, "loss_mask": 0.3058082824572921, "loss_maskiou": 0.0073268633568659425, "loss_sem_seg": 0.37775896675884724, "lr": 0.01, "mask_rcnn/accuracy": 0.8666087690836703, "mask_rcnn/false_negative": 0.12225156267102437, "mask_rcnn/false_positive": 0.15935816654687207, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.0, "time": 0.7931410577148199, "total_loss": 1.811223375989357} {"data_time": 0.018663639202713966, "eta_seconds": 174189.73316568695, "iteration": 48199, "loss_fcos_cls": 0.3123673591762781, "loss_fcos_ctr": 0.6241118451580405, "loss_fcos_loc": 0.22891631722450256, "loss_mask": 0.315250595100224, "loss_maskiou": 0.008296307729324326, "loss_sem_seg": 0.32324627274647355, "lr": 0.01, "mask_rcnn/accuracy": 0.8619105637513171, "mask_rcnn/false_negative": 0.10803460673723059, "mask_rcnn/false_positive": 0.18008903729719547, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.0, "time": 0.7845661630854011, "total_loss": 1.8250688917760272} {"data_time": 0.015984234400093555, "eta_seconds": 174126.74937409256, "iteration": 48219, "loss_fcos_cls": 0.2981391213834286, "loss_fcos_ctr": 0.6257003583014011, "loss_fcos_loc": 0.22501846705563366, "loss_mask": 0.2884992007166147, "loss_maskiou": 0.0077171344455564395, "loss_sem_seg": 0.3260332157369703, "lr": 0.01, "mask_rcnn/accuracy": 0.8653935860058308, "mask_rcnn/false_negative": 0.1055829629119513, "mask_rcnn/false_positive": 0.14608478212324466, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.75, "time": 0.7889073677361012, "total_loss": 1.7720656635356136} {"data_time": 0.01469432096928358, "eta_seconds": 174136.46229062974, "iteration": 48239, "loss_fcos_cls": 0.29318706411868334, "loss_fcos_ctr": 0.627847533673048, "loss_fcos_loc": 0.2271871566772461, "loss_mask": 0.2913004895672202, "loss_maskiou": 0.006918222876265645, "loss_sem_seg": 0.2986280550248921, "lr": 0.01, "mask_rcnn/accuracy": 0.8697780063022436, "mask_rcnn/false_negative": 0.10654759356678897, "mask_rcnn/false_positive": 0.1623192963854015, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7924696635454893, "total_loss": 1.7499065786687424} {"data_time": 0.01571497041732073, "eta_seconds": 174142.61262073927, "iteration": 48259, "loss_fcos_cls": 0.2891406894195825, "loss_fcos_ctr": 0.6265200693160295, "loss_fcos_loc": 0.22468219068832695, "loss_mask": 0.30115334689617157, "loss_maskiou": 0.007149982760893181, "loss_sem_seg": 0.3087416011840105, "lr": 0.01, "mask_rcnn/accuracy": 0.85269895082093, "mask_rcnn/false_negative": 0.11117041563145276, "mask_rcnn/false_positive": 0.15066004612001568, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.0, "time": 0.8035648316144943, "total_loss": 1.7900349494448164} {"data_time": 0.017482547089457512, "eta_seconds": 174105.05253647268, "iteration": 48279, "loss_fcos_cls": 0.2860363043146208, "loss_fcos_ctr": 0.6247968031093478, "loss_fcos_loc": 0.22341584297828376, "loss_mask": 0.3029343234375119, "loss_maskiou": 0.008454868904664181, "loss_sem_seg": 0.3154362002387643, "lr": 0.01, "mask_rcnn/accuracy": 0.8542179802955665, "mask_rcnn/false_negative": 0.13071566471176646, "mask_rcnn/false_positive": 0.15793579473935107, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7697574179619551, "total_loss": 1.7359936806751648} {"data_time": 0.015692499466240406, "eta_seconds": 174095.07755117398, "iteration": 48299, "loss_fcos_cls": 0.30594318686053157, "loss_fcos_ctr": 0.6227060300298035, "loss_fcos_loc": 0.2171311848796904, "loss_mask": 0.29829558823257685, "loss_maskiou": 0.007240177932544611, "loss_sem_seg": 0.3249346390366554, "lr": 0.01, "mask_rcnn/accuracy": 0.8621630239933811, "mask_rcnn/false_negative": 0.10738065144216322, "mask_rcnn/false_positive": 0.1640161346071659, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.785815897397697, "total_loss": 1.7789241306163603} {"data_time": 0.014414450153708458, "eta_seconds": 174048.23644946236, "iteration": 48319, "loss_fcos_cls": 0.2971381244715303, "loss_fcos_ctr": 0.6258554318919778, "loss_fcos_loc": 0.22681586211547256, "loss_mask": 0.29950409196317196, "loss_maskiou": 0.00820404123805929, "loss_sem_seg": 0.312718499917537, "lr": 0.01, "mask_rcnn/accuracy": 0.8846152068687007, "mask_rcnn/false_negative": 0.09697697221496265, "mask_rcnn/false_positive": 0.1304706240355459, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7704316712915897, "total_loss": 1.7667044763365993} {"data_time": 0.015603163279592991, "eta_seconds": 174063.6667632116, "iteration": 48339, "loss_fcos_cls": 0.3027476614806801, "loss_fcos_ctr": 0.6259866310283542, "loss_fcos_loc": 0.22706479905173182, "loss_mask": 0.31336304638534784, "loss_maskiou": 0.00764820899348706, "loss_sem_seg": 0.3522305218502879, "lr": 0.01, "mask_rcnn/accuracy": 0.8581716777620139, "mask_rcnn/false_negative": 0.1067220700900948, "mask_rcnn/false_positive": 0.15147352251508966, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7972625205293298, "total_loss": 1.8313171737536322} {"data_time": 0.015543869696557522, "eta_seconds": 174064.0783791598, "iteration": 48359, "loss_fcos_cls": 0.2956377021037042, "loss_fcos_ctr": 0.6261590230278671, "loss_fcos_loc": 0.2305655971285887, "loss_mask": 0.3045975174754858, "loss_maskiou": 0.007424748473567888, "loss_sem_seg": 0.3112871516495943, "lr": 0.01, "mask_rcnn/accuracy": 0.8696010731878958, "mask_rcnn/false_negative": 0.10349130504443499, "mask_rcnn/false_positive": 0.16958935310747375, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7955379234626889, "total_loss": 1.7824214024003595} {"data_time": 0.015507873147726059, "eta_seconds": 174077.95472821873, "iteration": 48379, "loss_fcos_cls": 0.29418544471263885, "loss_fcos_ctr": 0.6263321507722139, "loss_fcos_loc": 0.22397460811771452, "loss_mask": 0.3234295677393675, "loss_maskiou": 0.007987461431184784, "loss_sem_seg": 0.34232903318479657, "lr": 0.01, "mask_rcnn/accuracy": 0.8710832817975674, "mask_rcnn/false_negative": 0.10605768294406857, "mask_rcnn/false_positive": 0.1572928535576098, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7922675749287009, "total_loss": 1.8307246697659139} {"data_time": 0.01570969820022583, "eta_seconds": 174147.91706711054, "iteration": 48399, "loss_fcos_cls": 0.2869236668338999, "loss_fcos_ctr": 0.629995564930141, "loss_fcos_loc": 0.2274428391829133, "loss_mask": 0.31655098870396614, "loss_maskiou": 0.006972645584028214, "loss_sem_seg": 0.37849191459827125, "lr": 0.01, "mask_rcnn/accuracy": 0.8667366558770727, "mask_rcnn/false_negative": 0.09972335999482465, "mask_rcnn/false_positive": 0.1572961132413659, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 28.25, "time": 0.7924385638907552, "total_loss": 1.8394708708983671} {"data_time": 0.015228752978146076, "eta_seconds": 174016.9578342121, "iteration": 48419, "loss_fcos_cls": 0.3060475359670818, "loss_fcos_ctr": 0.6285236068069935, "loss_fcos_loc": 0.22308011446148157, "loss_mask": 0.3105826238170266, "loss_maskiou": 0.007603599238791503, "loss_sem_seg": 0.329649917781353, "lr": 0.01, "mask_rcnn/accuracy": 0.8541214979649365, "mask_rcnn/false_negative": 0.11783486312021821, "mask_rcnn/false_positive": 0.17955826309750378, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.5, "time": 0.7719221990555525, "total_loss": 1.8231363206141395} {"data_time": 0.016465596854686737, "eta_seconds": 173872.5863609612, "iteration": 48439, "loss_fcos_cls": 0.2918313497211784, "loss_fcos_ctr": 0.6239075064659119, "loss_fcos_loc": 0.21754144155420363, "loss_mask": 0.29946052841842175, "loss_maskiou": 0.007207134971395135, "loss_sem_seg": 0.3738999580964446, "lr": 0.01, "mask_rcnn/accuracy": 0.8481048527365491, "mask_rcnn/false_negative": 0.11239074365695485, "mask_rcnn/false_positive": 0.17485449792122723, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.25, "time": 0.7767656240612268, "total_loss": 1.801345670974115} {"data_time": 0.017064401879906654, "eta_seconds": 173852.94101317506, "iteration": 48459, "loss_fcos_cls": 0.31803782377392054, "loss_fcos_ctr": 0.6273831771686673, "loss_fcos_loc": 0.2321503201383166, "loss_mask": 0.3085187077522278, "loss_maskiou": 0.007688783050980419, "loss_sem_seg": 0.36397214978933334, "lr": 0.01, "mask_rcnn/accuracy": 0.8380844113460187, "mask_rcnn/false_negative": 0.1339755469843952, "mask_rcnn/false_positive": 0.19518054768957716, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.75, "time": 0.782268488779664, "total_loss": 1.8675609892234206} {"data_time": 0.016351650469005108, "eta_seconds": 173837.2461358374, "iteration": 48479, "loss_fcos_cls": 0.29751422558911145, "loss_fcos_ctr": 0.6256361957639456, "loss_fcos_loc": 0.23143817920936272, "loss_mask": 0.30329853016883135, "loss_maskiou": 0.008053657205891795, "loss_sem_seg": 0.34359426237642765, "lr": 0.01, "mask_rcnn/accuracy": 0.8622171349883236, "mask_rcnn/false_negative": 0.10559628598071444, "mask_rcnn/false_positive": 0.18819486632282006, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7835805993527174, "total_loss": 1.8236927005491452} {"data_time": 0.01907508820295334, "eta_seconds": 173839.13862338942, "iteration": 48499, "loss_fcos_cls": 0.3013972579501569, "loss_fcos_ctr": 0.6259911046363413, "loss_fcos_loc": 0.2279254300519824, "loss_mask": 0.2993509965017438, "loss_maskiou": 0.00749873707536608, "loss_sem_seg": 0.36574950302019715, "lr": 0.01, "mask_rcnn/accuracy": 0.8574975636321944, "mask_rcnn/false_negative": 0.11100404203880967, "mask_rcnn/false_positive": 0.1662597789104106, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 44.0, "time": 0.7918296400457621, "total_loss": 1.8087148864142364} {"data_time": 0.016354035586118698, "eta_seconds": 173797.65693224967, "iteration": 48519, "loss_fcos_cls": 0.3102337666787207, "loss_fcos_ctr": 0.6262084804475307, "loss_fcos_loc": 0.226461487589404, "loss_mask": 0.30884936824440956, "loss_maskiou": 0.007233985830680467, "loss_sem_seg": 0.3510426545981318, "lr": 0.01, "mask_rcnn/accuracy": 0.8469498592760435, "mask_rcnn/false_negative": 0.12388929729292787, "mask_rcnn/false_positive": 0.16231789279259773, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7806790759786963, "total_loss": 1.8252923225809354} {"data_time": 0.0169085580855608, "eta_seconds": 173765.0348991584, "iteration": 48539, "loss_fcos_cls": 0.30338777927681804, "loss_fcos_ctr": 0.6213874574750662, "loss_fcos_loc": 0.21080412436276674, "loss_mask": 0.29849284142255783, "loss_maskiou": 0.007275866795680486, "loss_sem_seg": 0.29558470752090216, "lr": 0.01, "mask_rcnn/accuracy": 0.8835988954945503, "mask_rcnn/false_negative": 0.08922240095687207, "mask_rcnn/false_positive": 0.16886068757764944, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.7665778789669275, "total_loss": 1.7467472855132655} {"data_time": 0.015425093472003937, "eta_seconds": 173732.21587754972, "iteration": 48559, "loss_fcos_cls": 0.2993173752911389, "loss_fcos_ctr": 0.6237882482819259, "loss_fcos_loc": 0.22276436910033226, "loss_mask": 0.2961213723756373, "loss_maskiou": 0.007476374885300174, "loss_sem_seg": 0.40224041184410453, "lr": 0.01, "mask_rcnn/accuracy": 0.8512189282278568, "mask_rcnn/false_negative": 0.09787716134871124, "mask_rcnn/false_positive": 0.16463498622357503, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7832843959331512, "total_loss": 1.8443416493246332} {"data_time": 0.01891079545021057, "eta_seconds": 173738.45447777398, "iteration": 48579, "loss_fcos_cls": 0.29558000387623906, "loss_fcos_ctr": 0.6226368816569448, "loss_fcos_loc": 0.22039834526367486, "loss_mask": 0.30285842902958393, "loss_maskiou": 0.0075294714770279825, "loss_sem_seg": 0.3481243113055825, "lr": 0.01, "mask_rcnn/accuracy": 0.8624585644577598, "mask_rcnn/false_negative": 0.10263961668833534, "mask_rcnn/false_positive": 0.1899581293978712, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 26.0, "time": 0.8030557204037905, "total_loss": 1.7995404572284315} {"data_time": 0.01711236033588648, "eta_seconds": 173743.0768718114, "iteration": 48599, "loss_fcos_cls": 0.31456113792955875, "loss_fcos_ctr": 0.6242092438042164, "loss_fcos_loc": 0.21863499213941395, "loss_mask": 0.2869659182615578, "loss_maskiou": 0.0076286713883746415, "loss_sem_seg": 0.32275474024936557, "lr": 0.01, "mask_rcnn/accuracy": 0.880737265144153, "mask_rcnn/false_negative": 0.10400122847432901, "mask_rcnn/false_positive": 0.14503268934700358, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 25.0, "time": 0.7976442268118262, "total_loss": 1.7938286363641964} {"data_time": 0.01654371153563261, "eta_seconds": 173779.74541690573, "iteration": 48619, "loss_fcos_cls": 0.3119955051224679, "loss_fcos_ctr": 0.6229855604469776, "loss_fcos_loc": 0.22182933310978115, "loss_mask": 0.2955422829836607, "loss_maskiou": 0.007493794844776858, "loss_sem_seg": 0.3268201359314844, "lr": 0.01, "mask_rcnn/accuracy": 0.8795233792020015, "mask_rcnn/false_negative": 0.10587139460195341, "mask_rcnn/false_positive": 0.1572228864190353, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.75, "time": 0.801664455793798, "total_loss": 1.7685258721467108} {"data_time": 0.014558345079421997, "eta_seconds": 173910.14250135608, "iteration": 48639, "loss_fcos_cls": 0.2976598930545151, "loss_fcos_ctr": 0.6244679130613804, "loss_fcos_loc": 0.22880845377221704, "loss_mask": 0.3062571659684181, "loss_maskiou": 0.007581985555589199, "loss_sem_seg": 0.33825120190158486, "lr": 0.01, "mask_rcnn/accuracy": 0.8675329506802721, "mask_rcnn/false_negative": 0.10967002273231652, "mask_rcnn/false_positive": 0.13589676644085105, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.75, "time": 0.7922848267480731, "total_loss": 1.797492443030933} {"data_time": 0.01479333359748125, "eta_seconds": 173844.00581994653, "iteration": 48659, "loss_fcos_cls": 0.2860491148894653, "loss_fcos_ctr": 0.6240890612825751, "loss_fcos_loc": 0.22141983231995255, "loss_mask": 0.30730837024748325, "loss_maskiou": 0.0078916352649685, "loss_sem_seg": 0.35462583508342505, "lr": 0.01, "mask_rcnn/accuracy": 0.8791415429808287, "mask_rcnn/false_negative": 0.10626883185578885, "mask_rcnn/false_positive": 0.15683345779109362, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.5, "time": 0.7840759474784136, "total_loss": 1.793067546794191} {"data_time": 0.01651706639677286, "eta_seconds": 173878.7168857325, "iteration": 48679, "loss_fcos_cls": 0.2916608442319557, "loss_fcos_ctr": 0.6280370834283531, "loss_fcos_loc": 0.23282197047956288, "loss_mask": 0.30778529215604067, "loss_maskiou": 0.00721636902744649, "loss_sem_seg": 0.3454390554688871, "lr": 0.01, "mask_rcnn/accuracy": 0.8570423327781818, "mask_rcnn/false_negative": 0.12800158059893738, "mask_rcnn/false_positive": 0.17366254317601054, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7889417735859752, "total_loss": 1.8160372242346057} {"data_time": 0.015222289599478245, "eta_seconds": 173938.57304519322, "iteration": 48699, "loss_fcos_cls": 0.31153688090853393, "loss_fcos_ctr": 0.6258460325188935, "loss_fcos_loc": 0.2228444964857772, "loss_mask": 0.31167023815214634, "loss_maskiou": 0.008104615160846151, "loss_sem_seg": 0.34282667050138116, "lr": 0.01, "mask_rcnn/accuracy": 0.8685598796256091, "mask_rcnn/false_negative": 0.0929904567763217, "mask_rcnn/false_positive": 0.1830118016273971, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7943597258999944, "total_loss": 1.829781743901549} {"data_time": 0.0177304120734334, "eta_seconds": 173826.27935859188, "iteration": 48719, "loss_fcos_cls": 0.30009589274413884, "loss_fcos_ctr": 0.6256498228758574, "loss_fcos_loc": 0.22572973207570612, "loss_mask": 0.29110946226865053, "loss_maskiou": 0.00731316838573548, "loss_sem_seg": 0.3709557873662561, "lr": 0.01, "mask_rcnn/accuracy": 0.864778850729481, "mask_rcnn/false_negative": 0.09139687467309432, "mask_rcnn/false_positive": 0.18677978327232428, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7845256356522441, "total_loss": 1.7987046085618204} {"data_time": 0.019294767640531063, "eta_seconds": 173780.3411337547, "iteration": 48739, "loss_fcos_cls": 0.3096474667545408, "loss_fcos_ctr": 0.6258474420756102, "loss_fcos_loc": 0.2228351989760995, "loss_mask": 0.3145471131429076, "loss_maskiou": 0.008241408184403554, "loss_sem_seg": 0.3370332452468574, "lr": 0.01, "mask_rcnn/accuracy": 0.868983694876552, "mask_rcnn/false_negative": 0.11715638689229643, "mask_rcnn/false_positive": 0.1429663375949458, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7833933066576719, "total_loss": 1.8503353218839038} {"data_time": 0.015688815154135227, "eta_seconds": 173794.85754119977, "iteration": 48759, "loss_fcos_cls": 0.2919539948925376, "loss_fcos_ctr": 0.6274375542998314, "loss_fcos_loc": 0.22581903310492635, "loss_mask": 0.30401413096114993, "loss_maskiou": 0.007705648116825614, "loss_sem_seg": 0.3337154882028699, "lr": 0.01, "mask_rcnn/accuracy": 0.8858675749552258, "mask_rcnn/false_negative": 0.08532145686497837, "mask_rcnn/false_positive": 0.17233486934136755, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.0, "time": 0.7838761508464813, "total_loss": 1.8037635297732777} {"data_time": 0.016966923139989376, "eta_seconds": 173801.63707318716, "iteration": 48779, "loss_fcos_cls": 0.29551258427090943, "loss_fcos_ctr": 0.6271014967933297, "loss_fcos_loc": 0.23053728509694338, "loss_mask": 0.3203146839514375, "loss_maskiou": 0.008236930254497565, "loss_sem_seg": 0.3358560395427048, "lr": 0.01, "mask_rcnn/accuracy": 0.8435758935123503, "mask_rcnn/false_negative": 0.11808046596381541, "mask_rcnn/false_positive": 0.1694294899353103, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.799632671289146, "total_loss": 1.8194227447966114} {"data_time": 0.01589205302298069, "eta_seconds": 173817.58016665746, "iteration": 48799, "loss_fcos_cls": 0.29503077594563365, "loss_fcos_ctr": 0.6240792581811547, "loss_fcos_loc": 0.2187556605786085, "loss_mask": 0.31145104859024286, "loss_maskiou": 0.007778794097248465, "loss_sem_seg": 0.3220831830985844, "lr": 0.01, "mask_rcnn/accuracy": 0.8673886965500486, "mask_rcnn/false_negative": 0.09819728663016916, "mask_rcnn/false_positive": 0.15165338899825165, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7883682120591402, "total_loss": 1.7836488635512069} {"data_time": 0.015396281145513058, "eta_seconds": 173824.17646828014, "iteration": 48819, "loss_fcos_cls": 0.30090780230239034, "loss_fcos_ctr": 0.628333727363497, "loss_fcos_loc": 0.22863265877822414, "loss_mask": 0.3068444384261966, "loss_maskiou": 0.007927314327389468, "loss_sem_seg": 0.3500501769594848, "lr": 0.01, "mask_rcnn/accuracy": 0.8620943432979704, "mask_rcnn/false_negative": 0.11259190897229704, "mask_rcnn/false_positive": 0.15034948182567567, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7934248270466924, "total_loss": 1.8081378961505834} {"data_time": 0.016873296350240707, "eta_seconds": 173847.01314683259, "iteration": 48839, "loss_fcos_cls": 0.30218165880069137, "loss_fcos_ctr": 0.6225247145630419, "loss_fcos_loc": 0.22405675624031574, "loss_mask": 0.3012584215030074, "loss_maskiou": 0.008310346529469825, "loss_sem_seg": 0.3093376138713211, "lr": 0.01, "mask_rcnn/accuracy": 0.8607054890921886, "mask_rcnn/false_negative": 0.11089076481639962, "mask_rcnn/false_positive": 0.15259938075555204, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7909931102767587, "total_loss": 1.7946254881098866} {"data_time": 0.014438738115131855, "eta_seconds": 173738.78530520014, "iteration": 48859, "loss_fcos_cls": 0.2951780292787589, "loss_fcos_ctr": 0.6254316354170442, "loss_fcos_loc": 0.2156266551464796, "loss_mask": 0.2967586014419794, "loss_maskiou": 0.007209140654595103, "loss_sem_seg": 0.34646489284932613, "lr": 0.01, "mask_rcnn/accuracy": 0.8724250637755102, "mask_rcnn/false_negative": 0.11406599400700121, "mask_rcnn/false_positive": 0.13290410386704443, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7674485594034195, "total_loss": 1.7969241385217174} {"data_time": 0.01514500379562378, "eta_seconds": 173797.09630921762, "iteration": 48879, "loss_fcos_cls": 0.31187039089854807, "loss_fcos_ctr": 0.6255711233243346, "loss_fcos_loc": 0.2143932725302875, "loss_mask": 0.29498009011149406, "loss_maskiou": 0.007435030231135897, "loss_sem_seg": 0.3593093901872635, "lr": 0.01, "mask_rcnn/accuracy": 0.8710245682324653, "mask_rcnn/false_negative": 0.11119191458650715, "mask_rcnn/false_positive": 0.15059745509393474, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.80258624907583, "total_loss": 1.8219034846115392} {"data_time": 0.017152737826108932, "eta_seconds": 173802.59779343382, "iteration": 48899, "loss_fcos_cls": 0.3072231088299304, "loss_fcos_ctr": 0.6231982922181487, "loss_fcos_loc": 0.2262062847148627, "loss_mask": 0.2944614407606423, "loss_maskiou": 0.007461238077667076, "loss_sem_seg": 0.34927971567958593, "lr": 0.01, "mask_rcnn/accuracy": 0.8590449817039538, "mask_rcnn/false_negative": 0.11782384117979344, "mask_rcnn/false_positive": 0.16974848904777856, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.5, "time": 0.7734837168827653, "total_loss": 1.800445439585019} {"data_time": 0.01607511378824711, "eta_seconds": 173793.09434784576, "iteration": 48919, "loss_fcos_cls": 0.29027491388842463, "loss_fcos_ctr": 0.6234629331156611, "loss_fcos_loc": 0.22130130394361913, "loss_mask": 0.3012941163033247, "loss_maskiou": 0.0073528358625480905, "loss_sem_seg": 0.32359668985009193, "lr": 0.01, "mask_rcnn/accuracy": 0.8766054504577241, "mask_rcnn/false_negative": 0.10646148342258946, "mask_rcnn/false_positive": 0.1689677325244341, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.8050057776272297, "total_loss": 1.7800784993451089} {"data_time": 0.016300094313919544, "eta_seconds": 173939.84295518696, "iteration": 48939, "loss_fcos_cls": 0.32031236635521054, "loss_fcos_ctr": 0.6249348167330027, "loss_fcos_loc": 0.22912352392449975, "loss_mask": 0.3108178423717618, "loss_maskiou": 0.00824567032395862, "loss_sem_seg": 0.33563052862882614, "lr": 0.01, "mask_rcnn/accuracy": 0.8633928571428571, "mask_rcnn/false_negative": 0.10518428461418976, "mask_rcnn/false_positive": 0.1916837253081783, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7857342548668385, "total_loss": 1.8633273474988528} {"data_time": 0.0163499740883708, "eta_seconds": 173924.10613657534, "iteration": 48959, "loss_fcos_cls": 0.29275644081644714, "loss_fcos_ctr": 0.6251570712774992, "loss_fcos_loc": 0.22152791870757937, "loss_mask": 0.2969448985531926, "loss_maskiou": 0.007139880544855259, "loss_sem_seg": 0.3184309040661901, "lr": 0.01, "mask_rcnn/accuracy": 0.8616375121477162, "mask_rcnn/false_negative": 0.10481796334728388, "mask_rcnn/false_positive": 0.16245965490529451, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.784444659948349, "total_loss": 1.8103252818982583} {"data_time": 0.01668315939605236, "eta_seconds": 173812.62383551802, "iteration": 48979, "loss_fcos_cls": 0.2866252807434648, "loss_fcos_ctr": 0.6250339727848768, "loss_fcos_loc": 0.22060302342288196, "loss_mask": 0.30122407525777817, "loss_maskiou": 0.006796631598263048, "loss_sem_seg": 0.30744582996703684, "lr": 0.01, "mask_rcnn/accuracy": 0.8779774508617677, "mask_rcnn/false_negative": 0.0898332606594687, "mask_rcnn/false_positive": 0.14977907807804036, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7703911419957876, "total_loss": 1.7607549684034893} {"data_time": 0.017346497625112534, "eta_seconds": 173796.89568083268, "iteration": 48999, "loss_fcos_cls": 0.3102783062495291, "loss_fcos_ctr": 0.625249695032835, "loss_fcos_loc": 0.22361429128795862, "loss_mask": 0.3022421495988965, "loss_maskiou": 0.007663141514058225, "loss_sem_seg": 0.3387798722833395, "lr": 0.01, "mask_rcnn/accuracy": 0.8507308233499414, "mask_rcnn/false_negative": 0.10515183288348834, "mask_rcnn/false_positive": 0.1849785737570893, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7848235424607992, "total_loss": 1.8079348416358698} {"data_time": 0.0157574862241745, "eta_seconds": 173909.5677774297, "iteration": 49019, "loss_fcos_cls": 0.3152978424914181, "loss_fcos_ctr": 0.6270239492878318, "loss_fcos_loc": 0.22884001373313367, "loss_mask": 0.30936082545667887, "loss_maskiou": 0.007972027342475485, "loss_sem_seg": 0.342401041649282, "lr": 0.01, "mask_rcnn/accuracy": 0.8680753222341568, "mask_rcnn/false_negative": 0.08588710825653893, "mask_rcnn/false_positive": 0.14915367844559663, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.0, "time": 0.7881526267156005, "total_loss": 1.8115476802922785} {"data_time": 0.016730050556361675, "eta_seconds": 173829.77526738308, "iteration": 49039, "loss_fcos_cls": 0.30248556879814714, "loss_fcos_ctr": 0.6264942111447453, "loss_fcos_loc": 0.22429275477770716, "loss_mask": 0.2982281669974327, "loss_maskiou": 0.008082242449745536, "loss_sem_seg": 0.3800599155947566, "lr": 0.01, "mask_rcnn/accuracy": 0.8695492896250389, "mask_rcnn/false_negative": 0.09977434997233639, "mask_rcnn/false_positive": 0.1647670581445253, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.8025953508913517, "total_loss": 1.8353011629951652} {"data_time": 0.015496949665248394, "eta_seconds": 173878.08822619636, "iteration": 49059, "loss_fcos_cls": 0.299624978331849, "loss_fcos_ctr": 0.6289478112012148, "loss_fcos_loc": 0.23636887408792973, "loss_mask": 0.3106876574456692, "loss_maskiou": 0.007526822213549167, "loss_sem_seg": 0.346811437048018, "lr": 0.01, "mask_rcnn/accuracy": 0.8770766037022776, "mask_rcnn/false_negative": 0.11526835888160353, "mask_rcnn/false_positive": 0.14905296281721292, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.793359856121242, "total_loss": 1.841346314860857} {"data_time": 0.015128259547054768, "eta_seconds": 173891.3744504787, "iteration": 49079, "loss_fcos_cls": 0.28949134424328804, "loss_fcos_ctr": 0.6263503385707736, "loss_fcos_loc": 0.22414185479283333, "loss_mask": 0.30333768855780363, "loss_maskiou": 0.007123971125110984, "loss_sem_seg": 0.3686291496269405, "lr": 0.01, "mask_rcnn/accuracy": 0.8732967032967034, "mask_rcnn/false_negative": 0.08255714081860235, "mask_rcnn/false_positive": 0.15408749146183812, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.5, "time": 0.7940529193729162, "total_loss": 1.8148466427082894} {"data_time": 0.015873437747359276, "eta_seconds": 173846.608674963, "iteration": 49099, "loss_fcos_cls": 0.28816022438695654, "loss_fcos_ctr": 0.6231879768893123, "loss_fcos_loc": 0.2220299649052322, "loss_mask": 0.30794219858944416, "loss_maskiou": 0.008134318719385192, "loss_sem_seg": 0.32450306974351406, "lr": 0.01, "mask_rcnn/accuracy": 0.8506543615456793, "mask_rcnn/false_negative": 0.10646194008838342, "mask_rcnn/false_positive": 0.16855119133927243, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.5, "time": 0.7679551718756557, "total_loss": 1.810646372672636} {"data_time": 0.015921848826110363, "eta_seconds": 173830.86889934633, "iteration": 49119, "loss_fcos_cls": 0.2900372031144798, "loss_fcos_ctr": 0.6262940801680088, "loss_fcos_loc": 0.22299986705183983, "loss_mask": 0.2935642087832093, "loss_maskiou": 0.006936523110198323, "loss_sem_seg": 0.3428185838274658, "lr": 0.01, "mask_rcnn/accuracy": 0.8800298680143315, "mask_rcnn/false_negative": 0.09554924372307723, "mask_rcnn/false_positive": 0.13614219502037828, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.25, "time": 0.7830967847257853, "total_loss": 1.7717665810705512} {"data_time": 0.017580132000148296, "eta_seconds": 173612.2437900845, "iteration": 49139, "loss_fcos_cls": 0.30131688178516924, "loss_fcos_ctr": 0.6250675041228533, "loss_fcos_loc": 0.2188575102481991, "loss_mask": 0.3104994995519519, "loss_maskiou": 0.007512996438890696, "loss_sem_seg": 0.3731580483727157, "lr": 0.01, "mask_rcnn/accuracy": 0.8777290283583312, "mask_rcnn/false_negative": 0.10258434176580979, "mask_rcnn/false_positive": 0.15795840458649796, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7714984621852636, "total_loss": 1.8394847058516461} {"data_time": 0.016056089662015438, "eta_seconds": 173671.0704433499, "iteration": 49159, "loss_fcos_cls": 0.3019681728910655, "loss_fcos_ctr": 0.6250493535771966, "loss_fcos_loc": 0.2228188058361411, "loss_mask": 0.3034026101231575, "loss_maskiou": 0.007103550684405491, "loss_sem_seg": 0.3556114360690117, "lr": 0.01, "mask_rcnn/accuracy": 0.8947447336422492, "mask_rcnn/false_negative": 0.10361863934551645, "mask_rcnn/false_positive": 0.1399367822225147, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.794405690394342, "total_loss": 1.8346925480582286} {"data_time": 0.01622536312788725, "eta_seconds": 173694.09540961683, "iteration": 49179, "loss_fcos_cls": 0.3019755664281547, "loss_fcos_ctr": 0.6257613189518452, "loss_fcos_loc": 0.23542284267023206, "loss_mask": 0.30419827438890934, "loss_maskiou": 0.00791041855700314, "loss_sem_seg": 0.302154392527882, "lr": 0.01, "mask_rcnn/accuracy": 0.8719369533527697, "mask_rcnn/false_negative": 0.09143373819654194, "mask_rcnn/false_positive": 0.16293433356945425, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.8001331016421318, "total_loss": 1.7888818058927427} {"data_time": 0.01843108143657446, "eta_seconds": 173678.36374501884, "iteration": 49199, "loss_fcos_cls": 0.2915692110545933, "loss_fcos_ctr": 0.6240294622257352, "loss_fcos_loc": 0.21805811394006014, "loss_mask": 0.3118879860267043, "loss_maskiou": 0.008368149821762927, "loss_sem_seg": 0.3775437409058213, "lr": 0.01, "mask_rcnn/accuracy": 0.8859935553168636, "mask_rcnn/false_negative": 0.0992020342096675, "mask_rcnn/false_positive": 0.13173600231422136, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.25, "time": 0.7829557750374079, "total_loss": 1.838665649338509} {"data_time": 0.01677677221596241, "eta_seconds": 173662.63208042085, "iteration": 49219, "loss_fcos_cls": 0.30720860604196787, "loss_fcos_ctr": 0.623969585634768, "loss_fcos_loc": 0.2274325112812221, "loss_mask": 0.30436417926102877, "loss_maskiou": 0.007473222998669371, "loss_sem_seg": 0.32055732188746333, "lr": 0.01, "mask_rcnn/accuracy": 0.8853646543966093, "mask_rcnn/false_negative": 0.1083441531115727, "mask_rcnn/false_positive": 0.15022850292998058, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7889375863596797, "total_loss": 1.7793916146474658} {"data_time": 0.016746959649026394, "eta_seconds": 173557.91275241598, "iteration": 49239, "loss_fcos_cls": 0.29824183927848935, "loss_fcos_ctr": 0.626484764739871, "loss_fcos_loc": 0.22764717251993716, "loss_mask": 0.31668012868613005, "loss_maskiou": 0.008143653423758224, "loss_sem_seg": 0.35358818992972374, "lr": 0.01, "mask_rcnn/accuracy": 0.8553198821901642, "mask_rcnn/false_negative": 0.09092129889085661, "mask_rcnn/false_positive": 0.2229171438309931, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.773188067600131, "total_loss": 1.829067571903579} {"data_time": 0.01407071016728878, "eta_seconds": 173424.02238046564, "iteration": 49259, "loss_fcos_cls": 0.2944271224550903, "loss_fcos_ctr": 0.6268052919767797, "loss_fcos_loc": 0.23036769486498088, "loss_mask": 0.30059288814663887, "loss_maskiou": 0.007688707541092299, "loss_sem_seg": 0.342895750887692, "lr": 0.01, "mask_rcnn/accuracy": 0.8750962900049835, "mask_rcnn/false_negative": 0.1054615952937463, "mask_rcnn/false_positive": 0.14504531808101662, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7787099350243807, "total_loss": 1.8058161344233667} {"data_time": 0.014674683101475239, "eta_seconds": 173526.46554702148, "iteration": 49279, "loss_fcos_cls": 0.28678760933689773, "loss_fcos_ctr": 0.6243662303313613, "loss_fcos_loc": 0.2196482908912003, "loss_mask": 0.30252401158213615, "loss_maskiou": 0.007773201650707051, "loss_sem_seg": 0.35446104081347585, "lr": 0.01, "mask_rcnn/accuracy": 0.8731930272108843, "mask_rcnn/false_negative": 0.09565230913929262, "mask_rcnn/false_positive": 0.12823259402221654, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.25, "time": 0.7888101460412145, "total_loss": 1.8188516055961372} {"data_time": 0.015866405330598354, "eta_seconds": 173560.97336055245, "iteration": 49299, "loss_fcos_cls": 0.3134676527697593, "loss_fcos_ctr": 0.6237825723364949, "loss_fcos_loc": 0.2208534514065832, "loss_mask": 0.305308741517365, "loss_maskiou": 0.007697244218434207, "loss_sem_seg": 0.3190888469107449, "lr": 0.01, "mask_rcnn/accuracy": 0.8784397292929088, "mask_rcnn/false_negative": 0.09522200317023632, "mask_rcnn/false_positive": 0.15535086145844057, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7862660400569439, "total_loss": 1.799927728206967} {"data_time": 0.017334742471575737, "eta_seconds": 173592.37994351704, "iteration": 49319, "loss_fcos_cls": 0.2988745131297037, "loss_fcos_ctr": 0.624507887288928, "loss_fcos_loc": 0.22358156414702535, "loss_mask": 0.3025191007182002, "loss_maskiou": 0.007416399312205613, "loss_sem_seg": 0.3049528384581208, "lr": 0.01, "mask_rcnn/accuracy": 0.8733459744374413, "mask_rcnn/false_negative": 0.09181474010275008, "mask_rcnn/false_positive": 0.13979160401251597, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.25, "time": 0.7763891564682126, "total_loss": 1.778734299397911} {"data_time": 0.016861782409250736, "eta_seconds": 173625.10658295453, "iteration": 49339, "loss_fcos_cls": 0.2954659548122436, "loss_fcos_ctr": 0.6233657468110323, "loss_fcos_loc": 0.2188925207592547, "loss_mask": 0.3026811284944415, "loss_maskiou": 0.007971971121151, "loss_sem_seg": 0.3166968021541834, "lr": 0.01, "mask_rcnn/accuracy": 0.8828685451453309, "mask_rcnn/false_negative": 0.08509824430831281, "mask_rcnn/false_positive": 0.1544810626855489, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.8006099751219153, "total_loss": 1.7852894192037638} {"data_time": 0.01615200564265251, "eta_seconds": 173560.91509064008, "iteration": 49359, "loss_fcos_cls": 0.2934623281471431, "loss_fcos_ctr": 0.6244853050448, "loss_fcos_loc": 0.2269653434632346, "loss_mask": 0.32505413703620434, "loss_maskiou": 0.00854907113534864, "loss_sem_seg": 0.356706379679963, "lr": 0.01, "mask_rcnn/accuracy": 0.866739945332138, "mask_rcnn/false_negative": 0.0903988356988743, "mask_rcnn/false_positive": 0.15610239503327789, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 22.0, "time": 0.7869053706526756, "total_loss": 1.7777730943889765} {"data_time": 0.01672007516026497, "eta_seconds": 173361.31803428847, "iteration": 49379, "loss_fcos_cls": 0.303475211141631, "loss_fcos_ctr": 0.6239568777382374, "loss_fcos_loc": 0.22206246736459434, "loss_mask": 0.30293384846299887, "loss_maskiou": 0.007790159259457141, "loss_sem_seg": 0.35578498523682356, "lr": 0.01, "mask_rcnn/accuracy": 0.8565140115500391, "mask_rcnn/false_negative": 0.11440993133736252, "mask_rcnn/false_positive": 0.18453218522801557, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7700290456414223, "total_loss": 1.837354651244823} {"data_time": 0.015649418346583843, "eta_seconds": 173314.03210619278, "iteration": 49399, "loss_fcos_cls": 0.29454491776414216, "loss_fcos_ctr": 0.626113897189498, "loss_fcos_loc": 0.23762928182259202, "loss_mask": 0.30439751502126455, "loss_maskiou": 0.007523906257119961, "loss_sem_seg": 0.3492443624418229, "lr": 0.01, "mask_rcnn/accuracy": 0.8820137331446692, "mask_rcnn/false_negative": 0.10309410556035319, "mask_rcnn/false_positive": 0.13980637888675385, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7905121995136142, "total_loss": 1.8250443168508355} {"data_time": 0.017286165617406368, "eta_seconds": 173497.8161369143, "iteration": 49419, "loss_fcos_cls": 0.29291225387714803, "loss_fcos_ctr": 0.62471479550004, "loss_fcos_loc": 0.22799147252226248, "loss_mask": 0.30836304649710655, "loss_maskiou": 0.007570075562398415, "loss_sem_seg": 0.326905153458938, "lr": 0.01, "mask_rcnn/accuracy": 0.8509091803251243, "mask_rcnn/false_negative": 0.10956391028460771, "mask_rcnn/false_positive": 0.19700055896282065, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7859394643455744, "total_loss": 1.8047962202690542} {"data_time": 0.01687855552881956, "eta_seconds": 173579.73849546723, "iteration": 49439, "loss_fcos_cls": 0.2880335480440408, "loss_fcos_ctr": 0.6257098240312189, "loss_fcos_loc": 0.22409459296613932, "loss_mask": 0.292220919393003, "loss_maskiou": 0.0072881325031630695, "loss_sem_seg": 0.3374021458439529, "lr": 0.01, "mask_rcnn/accuracy": 0.8383481275419689, "mask_rcnn/false_negative": 0.1251228364430394, "mask_rcnn/false_positive": 0.1950007047211733, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7966292556375265, "total_loss": 1.7800327132208622} {"data_time": 0.015673374757170677, "eta_seconds": 173592.26878695562, "iteration": 49459, "loss_fcos_cls": 0.30757758510299027, "loss_fcos_ctr": 0.6262768749147654, "loss_fcos_loc": 0.21799843339249492, "loss_mask": 0.29565756395459175, "loss_maskiou": 0.007493338554922957, "loss_sem_seg": 0.3290746700949967, "lr": 0.01, "mask_rcnn/accuracy": 0.8685737517990453, "mask_rcnn/false_negative": 0.08875175938577085, "mask_rcnn/false_positive": 0.1581040361649093, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7998102521523833, "total_loss": 1.7807157334173098} {"data_time": 0.016666914336383343, "eta_seconds": 173574.28059502412, "iteration": 49479, "loss_fcos_cls": 0.29881347296759486, "loss_fcos_ctr": 0.6221971418708563, "loss_fcos_loc": 0.22221683873794973, "loss_mask": 0.2999894479289651, "loss_maskiou": 0.007256532859173603, "loss_sem_seg": 0.3399414368905127, "lr": 0.01, "mask_rcnn/accuracy": 0.8578565354713314, "mask_rcnn/false_negative": 0.11901832402151345, "mask_rcnn/false_positive": 0.14154779233381853, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.5, "time": 0.7835149904713035, "total_loss": 1.7826576516818022} {"data_time": 0.016526619903743267, "eta_seconds": 173553.54964417964, "iteration": 49499, "loss_fcos_cls": 0.30663845245726407, "loss_fcos_ctr": 0.6262710895389318, "loss_fcos_loc": 0.22186814853921533, "loss_mask": 0.31788620352745056, "loss_maskiou": 0.008232795516960323, "loss_sem_seg": 0.3469184450805187, "lr": 0.01, "mask_rcnn/accuracy": 0.861910704860762, "mask_rcnn/false_negative": 0.09864115439057938, "mask_rcnn/false_positive": 0.17418486605672912, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7820548648014665, "total_loss": 1.8373180512571707} {"data_time": 0.015881451778113842, "eta_seconds": 173565.30298541952, "iteration": 49519, "loss_fcos_cls": 0.30856401612982154, "loss_fcos_ctr": 0.6280276477336884, "loss_fcos_loc": 0.22721670242026448, "loss_mask": 0.307805554009974, "loss_maskiou": 0.007533414362114854, "loss_sem_seg": 0.3224066053517163, "lr": 0.01, "mask_rcnn/accuracy": 0.8716175096945852, "mask_rcnn/false_negative": 0.10935870405638543, "mask_rcnn/false_positive": 0.14267644372444194, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.25, "time": 0.7949515366926789, "total_loss": 1.800260138574231} {"data_time": 0.017063230276107788, "eta_seconds": 173720.09060420282, "iteration": 49539, "loss_fcos_cls": 0.30496527743525803, "loss_fcos_ctr": 0.6230282811447978, "loss_fcos_loc": 0.2270147546660155, "loss_mask": 0.3138298708945513, "loss_maskiou": 0.008363517568795942, "loss_sem_seg": 0.3297761168796569, "lr": 0.01, "mask_rcnn/accuracy": 0.8552758059745638, "mask_rcnn/false_negative": 0.11632861031631288, "mask_rcnn/false_positive": 0.16366820089640208, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7916984744369984, "total_loss": 1.8251044595381245} {"data_time": 0.014517130330204964, "eta_seconds": 173785.13414344285, "iteration": 49559, "loss_fcos_cls": 0.29149214504286647, "loss_fcos_ctr": 0.6266183257102966, "loss_fcos_loc": 0.22176033607684076, "loss_mask": 0.3109574858099222, "loss_maskiou": 0.007701782829826698, "loss_sem_seg": 0.3154029822908342, "lr": 0.01, "mask_rcnn/accuracy": 0.8661092598737778, "mask_rcnn/false_negative": 0.09641509853050399, "mask_rcnn/false_positive": 0.15664578384735917, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7777478964999318, "total_loss": 1.7911163961252896} {"data_time": 0.017905437387526035, "eta_seconds": 173769.36710063834, "iteration": 49579, "loss_fcos_cls": 0.30717626586556435, "loss_fcos_ctr": 0.6229952396824956, "loss_fcos_loc": 0.2257179617881775, "loss_mask": 0.3118589324876666, "loss_maskiou": 0.007734688420896418, "loss_sem_seg": 0.3142720931209624, "lr": 0.01, "mask_rcnn/accuracy": 0.8614416569125338, "mask_rcnn/false_negative": 0.10780498572590977, "mask_rcnn/false_positive": 0.16622678256099788, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.5, "time": 0.800593257881701, "total_loss": 1.7886625960818492} {"data_time": 0.01554856076836586, "eta_seconds": 173578.7673139209, "iteration": 49599, "loss_fcos_cls": 0.30492589087225497, "loss_fcos_ctr": 0.6244013151153922, "loss_fcos_loc": 0.22005818248726428, "loss_mask": 0.3133168611675501, "loss_maskiou": 0.00855780445272103, "loss_sem_seg": 0.3216948816552758, "lr": 0.01, "mask_rcnn/accuracy": 0.8641498233908949, "mask_rcnn/false_negative": 0.11029757883091909, "mask_rcnn/false_positive": 0.15665536089887075, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7756546186283231, "total_loss": 1.7823761800682405} {"data_time": 0.01648135297000408, "eta_seconds": 173486.58177906368, "iteration": 49619, "loss_fcos_cls": 0.314265368739143, "loss_fcos_ctr": 0.6296901730820537, "loss_fcos_loc": 0.22928532760124654, "loss_mask": 0.30485103465616703, "loss_maskiou": 0.007555387826869264, "loss_sem_seg": 0.340732685290277, "lr": 0.01, "mask_rcnn/accuracy": 0.8607282545619599, "mask_rcnn/false_negative": 0.10133246076350996, "mask_rcnn/false_positive": 0.171088116158176, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.775534501299262, "total_loss": 1.8570947171683656} {"data_time": 0.01688519772142172, "eta_seconds": 173438.16496125888, "iteration": 49639, "loss_fcos_cls": 0.3122605353128165, "loss_fcos_ctr": 0.6291773850098252, "loss_fcos_loc": 0.23179650446400046, "loss_mask": 0.31013988610357046, "loss_maskiou": 0.008063000292167999, "loss_sem_seg": 0.3448189632035792, "lr": 0.01, "mask_rcnn/accuracy": 0.8610345347816546, "mask_rcnn/false_negative": 0.12748810630898327, "mask_rcnn/false_positive": 0.1600521935179589, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7866936130449176, "total_loss": 1.8569043656170834} {"data_time": 0.017445784993469715, "eta_seconds": 173437.09199232515, "iteration": 49659, "loss_fcos_cls": 0.30341047048568726, "loss_fcos_ctr": 0.6233496321365237, "loss_fcos_loc": 0.21627999399788678, "loss_mask": 0.31296448688954115, "loss_maskiou": 0.007718896842561662, "loss_sem_seg": 0.3293007924221456, "lr": 0.01, "mask_rcnn/accuracy": 0.886285228377065, "mask_rcnn/false_negative": 0.10522405412367718, "mask_rcnn/false_positive": 0.1450565173477053, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.7907920582219958, "total_loss": 1.786547408788465} {"data_time": 0.018122758716344833, "eta_seconds": 173406.6824094532, "iteration": 49679, "loss_fcos_cls": 0.29156984272412956, "loss_fcos_ctr": 0.6263561989180744, "loss_fcos_loc": 0.22057326370850205, "loss_mask": 0.29572249110788107, "loss_maskiou": 0.007163974427385256, "loss_sem_seg": 0.3469246895983815, "lr": 0.01, "mask_rcnn/accuracy": 0.8542638483965015, "mask_rcnn/false_negative": 0.10134364422323042, "mask_rcnn/false_positive": 0.216277261226218, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.776898511685431, "total_loss": 1.8168828366688103} {"data_time": 0.017427777871489525, "eta_seconds": 173375.12058020197, "iteration": 49699, "loss_fcos_cls": 0.31727583333849907, "loss_fcos_ctr": 0.6232922235503793, "loss_fcos_loc": 0.2278193007223308, "loss_mask": 0.30092755518853664, "loss_maskiou": 0.00734546130115632, "loss_sem_seg": 0.3347983709536493, "lr": 0.01, "mask_rcnn/accuracy": 0.8855474882260597, "mask_rcnn/false_negative": 0.08982811469446168, "mask_rcnn/false_positive": 0.14322230214316578, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.25, "time": 0.7879582745954394, "total_loss": 1.8236766113404883} {"data_time": 0.01764597464352846, "eta_seconds": 173375.19985764753, "iteration": 49719, "loss_fcos_cls": 0.31923849624581635, "loss_fcos_ctr": 0.6256865123286843, "loss_fcos_loc": 0.22783049708232284, "loss_mask": 0.3063944219611585, "loss_maskiou": 0.008400500708376057, "loss_sem_seg": 0.36851739790290594, "lr": 0.01, "mask_rcnn/accuracy": 0.8543379611459969, "mask_rcnn/false_negative": 0.11209452835521135, "mask_rcnn/false_positive": 0.17006950672845664, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.25, "time": 0.7761102532967925, "total_loss": 1.8793822507141158} {"data_time": 0.017122434452176094, "eta_seconds": 173374.1215630388, "iteration": 49739, "loss_fcos_cls": 0.30215253471396863, "loss_fcos_ctr": 0.6234209798276424, "loss_fcos_loc": 0.22501413826830685, "loss_mask": 0.3008098788559437, "loss_maskiou": 0.008007225500477944, "loss_sem_seg": 0.33273270446807146, "lr": 0.01, "mask_rcnn/accuracy": 0.8807952528837621, "mask_rcnn/false_negative": 0.08450419759291328, "mask_rcnn/false_positive": 0.14518080423070379, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.794365169480443, "total_loss": 1.8256291129509918} {"data_time": 0.015314023941755295, "eta_seconds": 173422.33907004818, "iteration": 49759, "loss_fcos_cls": 0.30838169157505035, "loss_fcos_ctr": 0.6229601576924324, "loss_fcos_loc": 0.22200008039362729, "loss_mask": 0.31206764932721853, "loss_maskiou": 0.007547393848653883, "loss_sem_seg": 0.2977151735685766, "lr": 0.01, "mask_rcnn/accuracy": 0.8642777063399886, "mask_rcnn/false_negative": 0.12093102585284854, "mask_rcnn/false_positive": 0.15307674306601032, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7945369575172663, "total_loss": 1.768404162285151} {"data_time": 0.015896843746304512, "eta_seconds": 173376.6721604811, "iteration": 49779, "loss_fcos_cls": 0.2920548669062555, "loss_fcos_ctr": 0.6255979659035802, "loss_fcos_loc": 0.22489036293700337, "loss_mask": 0.2990230955183506, "loss_maskiou": 0.007154312130296603, "loss_sem_seg": 0.3204993032850325, "lr": 0.01, "mask_rcnn/accuracy": 0.8613509995835069, "mask_rcnn/false_negative": 0.10018934786903705, "mask_rcnn/false_positive": 0.1691837694675379, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.25, "time": 0.7856264356523752, "total_loss": 1.7947293641191209} {"data_time": 0.016304361633956432, "eta_seconds": 173340.5066244062, "iteration": 49799, "loss_fcos_cls": 0.30649632355198264, "loss_fcos_ctr": 0.6236155452206731, "loss_fcos_loc": 0.21837829588912427, "loss_mask": 0.30898449197411537, "loss_maskiou": 0.008270102320238948, "loss_sem_seg": 0.33689053636044264, "lr": 0.01, "mask_rcnn/accuracy": 0.8451887821405365, "mask_rcnn/false_negative": 0.13290094846681402, "mask_rcnn/false_positive": 0.17087047313786238, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7836321191862226, "total_loss": 1.8340972610385506} {"data_time": 0.014537256211042404, "eta_seconds": 173338.24031866994, "iteration": 49819, "loss_fcos_cls": 0.306454555131495, "loss_fcos_ctr": 0.6244866531342268, "loss_fcos_loc": 0.22504347818903625, "loss_mask": 0.29910293966531754, "loss_maskiou": 0.007912868284620345, "loss_sem_seg": 0.32871062657795846, "lr": 0.01, "mask_rcnn/accuracy": 0.8687296911021705, "mask_rcnn/false_negative": 0.09361243189240043, "mask_rcnn/false_positive": 0.15831350611374573, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7990241218358278, "total_loss": 1.7994379978335928} {"data_time": 0.014585033059120178, "eta_seconds": 173295.40852643084, "iteration": 49839, "loss_fcos_cls": 0.3033186907414347, "loss_fcos_ctr": 0.6250742403790355, "loss_fcos_loc": 0.22549896663986146, "loss_mask": 0.30642529856413603, "loss_maskiou": 0.007364392775343731, "loss_sem_seg": 0.2932992100249976, "lr": 0.01, "mask_rcnn/accuracy": 0.8722557749091955, "mask_rcnn/false_negative": 0.10053178090310691, "mask_rcnn/false_positive": 0.18442163455487512, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.5, "time": 0.7776219239458442, "total_loss": 1.7573059521819232} {"data_time": 0.01564607210457325, "eta_seconds": 173313.68936695624, "iteration": 49859, "loss_fcos_cls": 0.3035361263900995, "loss_fcos_ctr": 0.6250289026647806, "loss_fcos_loc": 0.23049351666122675, "loss_mask": 0.30978234205394983, "loss_maskiou": 0.008043740555876866, "loss_sem_seg": 0.32861029356718063, "lr": 0.01, "mask_rcnn/accuracy": 0.8509412753395673, "mask_rcnn/false_negative": 0.1394562143341499, "mask_rcnn/false_positive": 0.1695851644173781, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7916510747745633, "total_loss": 1.8136044539278373} {"data_time": 0.017000712454319, "eta_seconds": 173233.46202347986, "iteration": 49879, "loss_fcos_cls": 0.3088973700068891, "loss_fcos_ctr": 0.6220426047220826, "loss_fcos_loc": 0.22145709581673145, "loss_mask": 0.30160469096153975, "loss_maskiou": 0.007651497398910578, "loss_sem_seg": 0.32922183675691485, "lr": 0.01, "mask_rcnn/accuracy": 0.8548503242760519, "mask_rcnn/false_negative": 0.1125277691443066, "mask_rcnn/false_positive": 0.1877102960715091, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.7719984455034137, "total_loss": 1.7852327205182519} {"data_time": 0.015085173770785332, "eta_seconds": 173233.528374522, "iteration": 49899, "loss_fcos_cls": 0.3109528316417709, "loss_fcos_ctr": 0.6251161396503448, "loss_fcos_loc": 0.219341253163293, "loss_mask": 0.3001185283064842, "loss_maskiou": 0.008270152538898401, "loss_sem_seg": 0.3669256888097152, "lr": 0.01, "mask_rcnn/accuracy": 0.8712727919036467, "mask_rcnn/false_negative": 0.09973893769148602, "mask_rcnn/false_positive": 0.1480819392304487, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7781330114230514, "total_loss": 1.8004128610045882} {"data_time": 0.014702249318361282, "eta_seconds": 173104.5415209299, "iteration": 49919, "loss_fcos_cls": 0.30566539557185024, "loss_fcos_ctr": 0.6245575584471226, "loss_fcos_loc": 0.2235999582335353, "loss_mask": 0.31949372962117195, "loss_maskiou": 0.008171370573109016, "loss_sem_seg": 0.3426295523531735, "lr": 0.01, "mask_rcnn/accuracy": 0.8700783343640487, "mask_rcnn/false_negative": 0.10183745140807435, "mask_rcnn/false_positive": 0.1293797911557959, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7824120316654444, "total_loss": 1.8079653761524241} {"data_time": 0.015568877570331097, "eta_seconds": 173043.54146633856, "iteration": 49939, "loss_fcos_cls": 0.29726800695061684, "loss_fcos_ctr": 0.6259822472929955, "loss_fcos_loc": 0.22479725268203765, "loss_mask": 0.2943558180704713, "loss_maskiou": 0.006886822928208858, "loss_sem_seg": 0.3112473536748439, "lr": 0.01, "mask_rcnn/accuracy": 0.8594942294351952, "mask_rcnn/false_negative": 0.11199391573632675, "mask_rcnn/false_positive": 0.17456024550928484, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.0, "time": 0.7791276210919023, "total_loss": 1.7885360610671341} {"data_time": 0.01617798488587141, "eta_seconds": 173170.5026649367, "iteration": 49959, "loss_fcos_cls": 0.2931355858454481, "loss_fcos_ctr": 0.6222920995205641, "loss_fcos_loc": 0.22122173151001334, "loss_mask": 0.31336349342018366, "loss_maskiou": 0.007193250537966378, "loss_sem_seg": 0.34129918552935123, "lr": 0.01, "mask_rcnn/accuracy": 0.8491768135825759, "mask_rcnn/false_negative": 0.1011979583755636, "mask_rcnn/false_positive": 0.2122974722678268, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7966220118105412, "total_loss": 1.8460931432491634} {"data_time": 0.015592201612889767, "eta_seconds": 173091.2924051648, "iteration": 49979, "loss_fcos_cls": 0.297383202589117, "loss_fcos_ctr": 0.6229231581091881, "loss_fcos_loc": 0.21340466104447842, "loss_mask": 0.29239753261208534, "loss_maskiou": 0.007236398421810009, "loss_sem_seg": 0.3214562991634011, "lr": 0.01, "mask_rcnn/accuracy": 0.8573483560090703, "mask_rcnn/false_negative": 0.11675007103552529, "mask_rcnn/false_positive": 0.15644100984535686, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7693183571100235, "total_loss": 1.8004400488425745} {"data_time": 0.015142276883125305, "eta_seconds": 173114.30810539238, "iteration": 49999, "loss_fcos_cls": 0.29971909895539284, "loss_fcos_ctr": 0.6255632201209664, "loss_fcos_loc": 0.22971681773196906, "loss_mask": 0.30000405479222536, "loss_maskiou": 0.007508309761760756, "loss_sem_seg": 0.3417175794020295, "lr": 0.01, "mask_rcnn/accuracy": 0.8786182840483132, "mask_rcnn/false_negative": 0.09974473611873819, "mask_rcnn/false_positive": 0.12318781886583405, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7918603597208858, "total_loss": 1.8095468454994261} {"data_time": 0.016050806269049644, "eta_seconds": 173059.82426486816, "iteration": 50019, "loss_fcos_cls": 0.30260721780359745, "loss_fcos_ctr": 0.6257232576608658, "loss_fcos_loc": 0.22315997537225485, "loss_mask": 0.3143324898555875, "loss_maskiou": 0.0077950863633304834, "loss_sem_seg": 0.3554210914298892, "lr": 0.01, "mask_rcnn/accuracy": 0.8826083638583639, "mask_rcnn/false_negative": 0.09637342486843473, "mask_rcnn/false_positive": 0.15143631803825466, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7782503794878721, "total_loss": 1.7964139439500286} {"data_time": 0.015523921698331833, "eta_seconds": 172928.5284118941, "iteration": 50039, "loss_fcos_cls": 0.312070602318272, "loss_fcos_ctr": 0.6261375853791833, "loss_fcos_loc": 0.2323668748140335, "loss_mask": 0.3112695198506117, "loss_maskiou": 0.008100117804133333, "loss_sem_seg": 0.3197214608080685, "lr": 0.01, "mask_rcnn/accuracy": 0.8753411646916831, "mask_rcnn/false_negative": 0.10165271713326007, "mask_rcnn/false_positive": 0.17149930424261628, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.5, "time": 0.7791969841346145, "total_loss": 1.8198857857496478} {"data_time": 0.017049088142812252, "eta_seconds": 172912.8048492251, "iteration": 50059, "loss_fcos_cls": 0.31381148286163807, "loss_fcos_ctr": 0.6243131915107369, "loss_fcos_loc": 0.2371759805828333, "loss_mask": 0.3083442244678736, "loss_maskiou": 0.008340993423189502, "loss_sem_seg": 0.3565694661810994, "lr": 0.01, "mask_rcnn/accuracy": 0.8883637246863523, "mask_rcnn/false_negative": 0.087355274307337, "mask_rcnn/false_positive": 0.1401359882972369, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7988492585718632, "total_loss": 1.8671990848524729} {"data_time": 0.01706899143755436, "eta_seconds": 172775.48099614866, "iteration": 50079, "loss_fcos_cls": 0.29054413735866547, "loss_fcos_ctr": 0.624217008240521, "loss_fcos_loc": 0.22272557974793017, "loss_mask": 0.30820246040821075, "loss_maskiou": 0.007744626913336106, "loss_sem_seg": 0.341202846262604, "lr": 0.01, "mask_rcnn/accuracy": 0.8421434273060342, "mask_rcnn/false_negative": 0.11751694759104991, "mask_rcnn/false_positive": 0.15258904163908343, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 26.75, "time": 0.7800785386934876, "total_loss": 1.798149039328564} {"data_time": 0.01847629714757204, "eta_seconds": 172962.9626591755, "iteration": 50099, "loss_fcos_cls": 0.2894315295852721, "loss_fcos_ctr": 0.625536990351975, "loss_fcos_loc": 0.22379211406223476, "loss_mask": 0.3004177939146757, "loss_maskiou": 0.007452329955413006, "loss_sem_seg": 0.32203699368983507, "lr": 0.01, "mask_rcnn/accuracy": 0.8523097350935478, "mask_rcnn/false_negative": 0.10175904739041043, "mask_rcnn/false_positive": 0.17530361038341036, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.7937177671119571, "total_loss": 1.7786220480193151} {"data_time": 0.017622034065425396, "eta_seconds": 172841.0984288603, "iteration": 50119, "loss_fcos_cls": 0.283358292770572, "loss_fcos_ctr": 0.6257389653474092, "loss_fcos_loc": 0.2138092933455482, "loss_mask": 0.2932535745203495, "loss_maskiou": 0.006772130582248792, "loss_sem_seg": 0.3176920199766755, "lr": 0.01, "mask_rcnn/accuracy": 0.8767299311756842, "mask_rcnn/false_negative": 0.09440907772486876, "mask_rcnn/false_positive": 0.12823928166060694, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.75, "time": 0.7547996258363128, "total_loss": 1.7123106239596382} {"data_time": 0.01588617544621229, "eta_seconds": 172728.34348377027, "iteration": 50139, "loss_fcos_cls": 0.3080552122555673, "loss_fcos_ctr": 0.6271352432668209, "loss_fcos_loc": 0.22987044253386557, "loss_mask": 0.3044221345335245, "loss_maskiou": 0.007387729740003124, "loss_sem_seg": 0.33216115180402994, "lr": 0.01, "mask_rcnn/accuracy": 0.8831800498223215, "mask_rcnn/false_negative": 0.09630529580229358, "mask_rcnn/false_positive": 0.16074570238073432, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7738374890759587, "total_loss": 1.8154568040918093} {"data_time": 0.01582259312272072, "eta_seconds": 172673.44830981176, "iteration": 50159, "loss_fcos_cls": 0.2908831974491477, "loss_fcos_ctr": 0.6261489605531096, "loss_fcos_loc": 0.21539738099090755, "loss_mask": 0.30441252514719963, "loss_maskiou": 0.007423492395901121, "loss_sem_seg": 0.325424971873872, "lr": 0.01, "mask_rcnn/accuracy": 0.8859332110036997, "mask_rcnn/false_negative": 0.10194952089037979, "mask_rcnn/false_positive": 0.14186829548859295, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7830549394711852, "total_loss": 1.769686037543579} {"data_time": 0.01662816572934389, "eta_seconds": 172657.7393703228, "iteration": 50179, "loss_fcos_cls": 0.28888098464813083, "loss_fcos_ctr": 0.625557460822165, "loss_fcos_loc": 0.22198138025123626, "loss_mask": 0.29319684114307165, "loss_maskiou": 0.0070385207363869995, "loss_sem_seg": 0.2988916633184999, "lr": 0.01, "mask_rcnn/accuracy": 0.8840739060047096, "mask_rcnn/false_negative": 0.0850585591326949, "mask_rcnn/false_positive": 0.12997605667563822, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.75, "time": 0.78972411993891, "total_loss": 1.7613262722297804} {"data_time": 0.0164272328838706, "eta_seconds": 172688.24170400575, "iteration": 50199, "loss_fcos_cls": 0.29518704023212194, "loss_fcos_ctr": 0.6260592509061098, "loss_fcos_loc": 0.2309503573924303, "loss_mask": 0.30347091518342495, "loss_maskiou": 0.007943497756059514, "loss_sem_seg": 0.3344676452688873, "lr": 0.01, "mask_rcnn/accuracy": 0.8721974839042761, "mask_rcnn/false_negative": 0.10448645773852555, "mask_rcnn/false_positive": 0.15682426956489776, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7978588435798883, "total_loss": 1.8006191413442139} {"data_time": 0.01785585843026638, "eta_seconds": 172650.4207254611, "iteration": 50219, "loss_fcos_cls": 0.293446013238281, "loss_fcos_ctr": 0.625545188318938, "loss_fcos_loc": 0.22023160732351243, "loss_mask": 0.3014980526641011, "loss_maskiou": 0.007409777434077114, "loss_sem_seg": 0.3208261961117387, "lr": 0.01, "mask_rcnn/accuracy": 0.8654316829728146, "mask_rcnn/false_negative": 0.12916407625767132, "mask_rcnn/false_positive": 0.16541534736989794, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7853503320366144, "total_loss": 1.753623368604167} {"data_time": 0.016335364431142807, "eta_seconds": 172708.6057256693, "iteration": 50239, "loss_fcos_cls": 0.3127545437309891, "loss_fcos_ctr": 0.6247691996395588, "loss_fcos_loc": 0.2125862471293658, "loss_mask": 0.30113610066473484, "loss_maskiou": 0.007357637965469621, "loss_sem_seg": 0.3532386408187449, "lr": 0.01, "mask_rcnn/accuracy": 0.8591785586415017, "mask_rcnn/false_negative": 0.10743081927065896, "mask_rcnn/false_positive": 0.17514764471695776, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.8015836300328374, "total_loss": 1.809802673975355} {"data_time": 0.015957522206008434, "eta_seconds": 172791.91153977625, "iteration": 50259, "loss_fcos_cls": 0.30805116053670645, "loss_fcos_ctr": 0.6248302012681961, "loss_fcos_loc": 0.23839103942736983, "loss_mask": 0.2994157075881958, "loss_maskiou": 0.007668273203307763, "loss_sem_seg": 0.3414678699336946, "lr": 0.01, "mask_rcnn/accuracy": 0.8689426280716368, "mask_rcnn/false_negative": 0.10625296537264892, "mask_rcnn/false_positive": 0.15343306436353443, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.803229434415698, "total_loss": 1.8297383273020387} {"data_time": 0.01724499836564064, "eta_seconds": 172776.1846693661, "iteration": 50279, "loss_fcos_cls": 0.30076421867124736, "loss_fcos_ctr": 0.6256856322288513, "loss_fcos_loc": 0.22081751702353358, "loss_mask": 0.294574405066669, "loss_maskiou": 0.00754587917617755, "loss_sem_seg": 0.32294965581968427, "lr": 0.01, "mask_rcnn/accuracy": 0.8770227375138089, "mask_rcnn/false_negative": 0.09926988126383147, "mask_rcnn/false_positive": 0.17130330722015574, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.75, "time": 0.7914400948211551, "total_loss": 1.7973846606182633} {"data_time": 0.01579476986080408, "eta_seconds": 172760.45779895596, "iteration": 50299, "loss_fcos_cls": 0.3052820088341832, "loss_fcos_ctr": 0.6261398387141526, "loss_fcos_loc": 0.22252447716891766, "loss_mask": 0.29336826875805855, "loss_maskiou": 0.007340771029703319, "loss_sem_seg": 0.37141369096934795, "lr": 0.01, "mask_rcnn/accuracy": 0.8856751287140996, "mask_rcnn/false_negative": 0.10676260493997117, "mask_rcnn/false_positive": 0.1357538443122457, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.7879591220989823, "total_loss": 1.838036052264215} {"data_time": 0.016415830701589584, "eta_seconds": 172831.90878766403, "iteration": 50319, "loss_fcos_cls": 0.3134969037491828, "loss_fcos_ctr": 0.6239495947957039, "loss_fcos_loc": 0.22316320054233074, "loss_mask": 0.3068322725594044, "loss_maskiou": 0.007414200315906783, "loss_sem_seg": 0.3667070819064975, "lr": 0.01, "mask_rcnn/accuracy": 0.8627255249926058, "mask_rcnn/false_negative": 0.10409263713353997, "mask_rcnn/false_positive": 0.16414519398480998, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7969541903585196, "total_loss": 1.8390606594039127} {"data_time": 0.015636015683412552, "eta_seconds": 172630.01643743087, "iteration": 50339, "loss_fcos_cls": 0.2895679548382759, "loss_fcos_ctr": 0.6223890641704202, "loss_fcos_loc": 0.208990364568308, "loss_mask": 0.30217926017940044, "loss_maskiou": 0.007566798769403249, "loss_sem_seg": 0.34039975982159376, "lr": 0.01, "mask_rcnn/accuracy": 0.8538123582766439, "mask_rcnn/false_negative": 0.11486341896187197, "mask_rcnn/false_positive": 0.1732714753352519, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7719202758744359, "total_loss": 1.780147445970215} {"data_time": 0.017264815978705883, "eta_seconds": 172652.44245757163, "iteration": 50359, "loss_fcos_cls": 0.3061400648439303, "loss_fcos_ctr": 0.6299463254399598, "loss_fcos_loc": 0.22929544001817703, "loss_mask": 0.305350573733449, "loss_maskiou": 0.007223718814202584, "loss_sem_seg": 0.31916648405604064, "lr": 0.01, "mask_rcnn/accuracy": 0.8727613625054153, "mask_rcnn/false_negative": 0.09745389375244701, "mask_rcnn/false_positive": 0.17624113803698718, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 41.0, "time": 0.8011079300194979, "total_loss": 1.7851400835206732} {"data_time": 0.016698078252375126, "eta_seconds": 172636.7211266309, "iteration": 50379, "loss_fcos_cls": 0.29284549970179796, "loss_fcos_ctr": 0.6246743220835924, "loss_fcos_loc": 0.22101114480756223, "loss_mask": 0.29978072363883257, "loss_maskiou": 0.007430909390677698, "loss_sem_seg": 0.3207892859354615, "lr": 0.01, "mask_rcnn/accuracy": 0.8555575060646143, "mask_rcnn/false_negative": 0.10423356116570878, "mask_rcnn/false_positive": 0.1737256820826646, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.777080837637186, "total_loss": 1.7661122001591139} {"data_time": 0.016117531806230545, "eta_seconds": 172531.11026083305, "iteration": 50399, "loss_fcos_cls": 0.3041251746471971, "loss_fcos_ctr": 0.6274966783821583, "loss_fcos_loc": 0.21829895244445652, "loss_mask": 0.3090213928371668, "loss_maskiou": 0.00803214633197058, "loss_sem_seg": 0.32904624147340655, "lr": 0.01, "mask_rcnn/accuracy": 0.8809386298225584, "mask_rcnn/false_negative": 0.12066761829531933, "mask_rcnn/false_positive": 0.13155265102869834, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7788258083164692, "total_loss": 1.8005443816218758} {"data_time": 0.015259536914527416, "eta_seconds": 172605.27846474946, "iteration": 50419, "loss_fcos_cls": 0.31784955342300236, "loss_fcos_ctr": 0.6258273087441921, "loss_fcos_loc": 0.2252000856678933, "loss_mask": 0.3132322961464524, "loss_maskiou": 0.007984013689565472, "loss_sem_seg": 0.3587533007375896, "lr": 0.01, "mask_rcnn/accuracy": 0.8531340060922223, "mask_rcnn/false_negative": 0.10702165795485342, "mask_rcnn/false_positive": 0.18139692759334397, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7972468985244632, "total_loss": 1.8312973249558127} {"data_time": 0.01639722753316164, "eta_seconds": 172599.84769628663, "iteration": 50439, "loss_fcos_cls": 0.3053982309065759, "loss_fcos_ctr": 0.625734425149858, "loss_fcos_loc": 0.22465545550221577, "loss_mask": 0.3145624231547117, "loss_maskiou": 0.007696176748140715, "loss_sem_seg": 0.3505501849576831, "lr": 0.01, "mask_rcnn/accuracy": 0.8554503915149199, "mask_rcnn/false_negative": 0.112981332288563, "mask_rcnn/false_positive": 0.17417149660060138, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.0, "time": 0.7991661727428436, "total_loss": 1.8184882035129704} {"data_time": 0.0166994770988822, "eta_seconds": 172407.63438413106, "iteration": 50459, "loss_fcos_cls": 0.29824381694197655, "loss_fcos_ctr": 0.6222915276885033, "loss_fcos_loc": 0.21668652165681124, "loss_mask": 0.3006496140733361, "loss_maskiou": 0.0073837061445374275, "loss_sem_seg": 0.32700222870334983, "lr": 0.01, "mask_rcnn/accuracy": 0.865061914596347, "mask_rcnn/false_negative": 0.09540875698171186, "mask_rcnn/false_positive": 0.17201108152701045, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.5, "time": 0.775250238366425, "total_loss": 1.7860885961708846} {"data_time": 0.01572709158062935, "eta_seconds": 172209.85511911009, "iteration": 50479, "loss_fcos_cls": 0.30306141008622944, "loss_fcos_ctr": 0.6266431007534266, "loss_fcos_loc": 0.22455054451711476, "loss_mask": 0.3085803398862481, "loss_maskiou": 0.008193288376787677, "loss_sem_seg": 0.3108559949323535, "lr": 0.01, "mask_rcnn/accuracy": 0.8618353052427867, "mask_rcnn/false_negative": 0.10177021797914775, "mask_rcnn/false_positive": 0.16175615030381005, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.0, "time": 0.7704779217019677, "total_loss": 1.7791249634174164} {"data_time": 0.014736836776137352, "eta_seconds": 172133.615692514, "iteration": 50499, "loss_fcos_cls": 0.29930026014335454, "loss_fcos_ctr": 0.6270843376405537, "loss_fcos_loc": 0.22544853016734123, "loss_mask": 0.3039165996015072, "loss_maskiou": 0.008057475555688143, "loss_sem_seg": 0.316140046576038, "lr": 0.01, "mask_rcnn/accuracy": 0.8774043879600033, "mask_rcnn/false_negative": 0.09825493995331103, "mask_rcnn/false_positive": 0.14478079478598616, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7753696292638779, "total_loss": 1.7801811944227666} {"data_time": 0.016081218607723713, "eta_seconds": 172178.47591527645, "iteration": 50519, "loss_fcos_cls": 0.29843371734023094, "loss_fcos_ctr": 0.6253235703334212, "loss_fcos_loc": 0.21640076080802828, "loss_mask": 0.31368800066411495, "loss_maskiou": 0.00836222076031845, "loss_sem_seg": 0.36544183548539877, "lr": 0.01, "mask_rcnn/accuracy": 0.8701026217940593, "mask_rcnn/false_negative": 0.09518129904255168, "mask_rcnn/false_positive": 0.19218157507500513, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7935133557766676, "total_loss": 1.8252612714131828} {"data_time": 0.015504729002714157, "eta_seconds": 172319.6497485079, "iteration": 50539, "loss_fcos_cls": 0.3096113807987422, "loss_fcos_ctr": 0.6251223064027727, "loss_fcos_loc": 0.2158079162472859, "loss_mask": 0.30082601215690374, "loss_maskiou": 0.007903419740614481, "loss_sem_seg": 0.34582055918872356, "lr": 0.01, "mask_rcnn/accuracy": 0.8682392599897102, "mask_rcnn/false_negative": 0.0917351886715097, "mask_rcnn/false_positive": 0.17964241128750802, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7997605511918664, "total_loss": 1.8303877966682194} {"data_time": 0.01696144789457321, "eta_seconds": 172303.9458512552, "iteration": 50559, "loss_fcos_cls": 0.3032575845718384, "loss_fcos_ctr": 0.6269704233855009, "loss_fcos_loc": 0.23121816175989807, "loss_mask": 0.31644845474511385, "loss_maskiou": 0.00836503750178963, "loss_sem_seg": 0.31060822936706245, "lr": 0.01, "mask_rcnn/accuracy": 0.8453488372093023, "mask_rcnn/false_negative": 0.1240794876688669, "mask_rcnn/false_positive": 0.18571413814768106, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 25.75, "time": 0.7751338267698884, "total_loss": 1.7869792112905998} {"data_time": 0.01642143912613392, "eta_seconds": 172029.3017455507, "iteration": 50579, "loss_fcos_cls": 0.2955890051089227, "loss_fcos_ctr": 0.6210485612973571, "loss_fcos_loc": 0.21374105772702023, "loss_mask": 0.29110007733106613, "loss_maskiou": 0.007181180058978498, "loss_sem_seg": 0.31126414611935616, "lr": 0.01, "mask_rcnn/accuracy": 0.8568058615491652, "mask_rcnn/false_negative": 0.1040260429155156, "mask_rcnn/false_positive": 0.19440480671636018, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7784100659191608, "total_loss": 1.7722974999633152} {"data_time": 0.015804666094481945, "eta_seconds": 172027.5962000955, "iteration": 50599, "loss_fcos_cls": 0.304436469450593, "loss_fcos_ctr": 0.6277492977678776, "loss_fcos_loc": 0.23554921196773648, "loss_mask": 0.30247016344219446, "loss_maskiou": 0.008492885943269357, "loss_sem_seg": 0.31893492955714464, "lr": 0.01, "mask_rcnn/accuracy": 0.8514639378478664, "mask_rcnn/false_negative": 0.11880335215188362, "mask_rcnn/false_positive": 0.18710945233261317, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.78252630867064, "total_loss": 1.780955248301325} {"data_time": 0.01725664548575878, "eta_seconds": 172256.83415949717, "iteration": 50619, "loss_fcos_cls": 0.3130189459770918, "loss_fcos_ctr": 0.6240019160322845, "loss_fcos_loc": 0.22287156921811402, "loss_mask": 0.3164735436439514, "loss_maskiou": 0.007874816001276486, "loss_sem_seg": 0.35904868645593524, "lr": 0.01, "mask_rcnn/accuracy": 0.8431514913657772, "mask_rcnn/false_negative": 0.12449990700292424, "mask_rcnn/false_positive": 0.18544080874835447, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.75, "time": 0.7908091694116592, "total_loss": 1.8103979751613224} {"data_time": 0.018857968039810658, "eta_seconds": 172241.1302622445, "iteration": 50639, "loss_fcos_cls": 0.302795710042119, "loss_fcos_ctr": 0.6273574535734951, "loss_fcos_loc": 0.23609959543682635, "loss_mask": 0.3158111972734332, "loss_maskiou": 0.007931181826279499, "loss_sem_seg": 0.33154036244377494, "lr": 0.01, "mask_rcnn/accuracy": 0.8531687651386313, "mask_rcnn/false_negative": 0.10390173590092526, "mask_rcnn/false_positive": 0.1831353588229645, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7874482842162251, "total_loss": 1.8181101106019923} {"data_time": 0.01632113568484783, "eta_seconds": 172123.21809403878, "iteration": 50659, "loss_fcos_cls": 0.3043480396736413, "loss_fcos_ctr": 0.6236600903794169, "loss_fcos_loc": 0.22582660295302048, "loss_mask": 0.3022068585269153, "loss_maskiou": 0.008110409340588376, "loss_sem_seg": 0.34086129255592823, "lr": 0.01, "mask_rcnn/accuracy": 0.8872438900933508, "mask_rcnn/false_negative": 0.10103742690647147, "mask_rcnn/false_positive": 0.15019301053259304, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.75, "time": 0.7776401462033391, "total_loss": 1.775188538194925} {"data_time": 0.016434057615697384, "eta_seconds": 172234.8662926834, "iteration": 50679, "loss_fcos_cls": 0.292774039786309, "loss_fcos_ctr": 0.6279350528493524, "loss_fcos_loc": 0.22359278704971075, "loss_mask": 0.31022268906235695, "loss_maskiou": 0.007343762001255527, "loss_sem_seg": 0.3161264033988118, "lr": 0.01, "mask_rcnn/accuracy": 0.8689803357331554, "mask_rcnn/false_negative": 0.10214566852887334, "mask_rcnn/false_positive": 0.17783993125087122, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7945059332996607, "total_loss": 1.7969993629085366} {"data_time": 0.015845385380089283, "eta_seconds": 172194.01857048646, "iteration": 50699, "loss_fcos_cls": 0.283472333336249, "loss_fcos_ctr": 0.6242347927764058, "loss_fcos_loc": 0.22435046709142625, "loss_mask": 0.30461991019546986, "loss_maskiou": 0.007273752329638228, "loss_sem_seg": 0.3373433593660593, "lr": 0.01, "mask_rcnn/accuracy": 0.8718842806853011, "mask_rcnn/false_negative": 0.10334635511072977, "mask_rcnn/false_positive": 0.15194162316836457, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7734453286975622, "total_loss": 1.7965164777851896} {"data_time": 0.015587897971272469, "eta_seconds": 172178.31467323378, "iteration": 50719, "loss_fcos_cls": 0.2891655354760587, "loss_fcos_ctr": 0.6220952356234193, "loss_fcos_loc": 0.2105827962514013, "loss_mask": 0.2962574604898691, "loss_maskiou": 0.007337968418141827, "loss_sem_seg": 0.3524485407397151, "lr": 0.01, "mask_rcnn/accuracy": 0.8774821548337646, "mask_rcnn/false_negative": 0.1126212644230471, "mask_rcnn/false_positive": 0.12424040726875982, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.75, "time": 0.7757955817505717, "total_loss": 1.8067136785684852} {"data_time": 0.01609036047011614, "eta_seconds": 172162.6107759811, "iteration": 50739, "loss_fcos_cls": 0.3120983703993261, "loss_fcos_ctr": 0.6268509617075324, "loss_fcos_loc": 0.23456822894513607, "loss_mask": 0.3096058778464794, "loss_maskiou": 0.007341458760492969, "loss_sem_seg": 0.32157745119184256, "lr": 0.01, "mask_rcnn/accuracy": 0.8564657180983447, "mask_rcnn/false_negative": 0.1138423215805552, "mask_rcnn/false_positive": 0.20075934143258195, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7900518402457237, "total_loss": 1.8405087838400505} {"data_time": 0.018243403173983097, "eta_seconds": 171902.14364795573, "iteration": 50759, "loss_fcos_cls": 0.2975046979263425, "loss_fcos_ctr": 0.6279000639915466, "loss_fcos_loc": 0.2267575399018824, "loss_mask": 0.30915853567421436, "loss_maskiou": 0.007682564930291846, "loss_sem_seg": 0.34236425533890724, "lr": 0.01, "mask_rcnn/accuracy": 0.8516044540869308, "mask_rcnn/false_negative": 0.10768512341063195, "mask_rcnn/false_positive": 0.18846357208320014, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.77616255171597, "total_loss": 1.8308224790671375} {"data_time": 0.015841562300920486, "eta_seconds": 171914.03850428294, "iteration": 50779, "loss_fcos_cls": 0.3141942988149822, "loss_fcos_ctr": 0.6259013996459544, "loss_fcos_loc": 0.23233482881914824, "loss_mask": 0.3143967557698488, "loss_maskiou": 0.007809680653735995, "loss_sem_seg": 0.35254084737971425, "lr": 0.01, "mask_rcnn/accuracy": 0.8676761461626905, "mask_rcnn/false_negative": 0.11454800418549661, "mask_rcnn/false_positive": 0.1538091638589289, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.0, "time": 0.7895370358601213, "total_loss": 1.8176973701483803} {"data_time": 0.01707942970097065, "eta_seconds": 171898.3544194093, "iteration": 50799, "loss_fcos_cls": 0.29175350232981145, "loss_fcos_ctr": 0.6224537724629045, "loss_fcos_loc": 0.21572900284081697, "loss_mask": 0.3009373312816024, "loss_maskiou": 0.007651231717318296, "loss_sem_seg": 0.3391502285376191, "lr": 0.01, "mask_rcnn/accuracy": 0.8560201310369775, "mask_rcnn/false_negative": 0.10113127094369562, "mask_rcnn/false_positive": 0.17516053905563903, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 24.75, "time": 0.7860545553267002, "total_loss": 1.7522897435410414} {"data_time": 0.017103607766330242, "eta_seconds": 171882.67033453565, "iteration": 50819, "loss_fcos_cls": 0.29994163243100047, "loss_fcos_ctr": 0.6244180016219616, "loss_fcos_loc": 0.2222943790256977, "loss_mask": 0.30915219709277153, "loss_maskiou": 0.007687644538236782, "loss_sem_seg": 0.32251948677003384, "lr": 0.01, "mask_rcnn/accuracy": 0.8646362253035185, "mask_rcnn/false_negative": 0.09773082823578799, "mask_rcnn/false_positive": 0.18919015552628793, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7896893583238125, "total_loss": 1.7878815702715656} {"data_time": 0.016372039914131165, "eta_seconds": 171834.75755001977, "iteration": 50839, "loss_fcos_cls": 0.3019581506960094, "loss_fcos_ctr": 0.6282818373292685, "loss_fcos_loc": 0.2367099153343588, "loss_mask": 0.3191224103793502, "loss_maskiou": 0.007772718527121469, "loss_sem_seg": 0.3350447497796267, "lr": 0.01, "mask_rcnn/accuracy": 0.8623473943148687, "mask_rcnn/false_negative": 0.07608351980528957, "mask_rcnn/false_positive": 0.1816194179543249, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 33.25, "time": 0.778038096614182, "total_loss": 1.806591631131596} {"data_time": 0.015635263174772263, "eta_seconds": 171697.8780099107, "iteration": 50859, "loss_fcos_cls": 0.29973223712295294, "loss_fcos_ctr": 0.6247096466831863, "loss_fcos_loc": 0.22329349000938237, "loss_mask": 0.3045316869392991, "loss_maskiou": 0.00783467196743004, "loss_sem_seg": 0.3421944873407483, "lr": 0.01, "mask_rcnn/accuracy": 0.8746226466219102, "mask_rcnn/false_negative": 0.09002379662531843, "mask_rcnn/false_positive": 0.15952588938651202, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7760723810642958, "total_loss": 1.8088801383128157} {"data_time": 0.018776114098727703, "eta_seconds": 171733.3870238997, "iteration": 50879, "loss_fcos_cls": 0.2878757652360946, "loss_fcos_ctr": 0.6255745883099735, "loss_fcos_loc": 0.22436424007173628, "loss_mask": 0.2910368489101529, "loss_maskiou": 0.0077134335588198155, "loss_sem_seg": 0.35732852201908827, "lr": 0.01, "mask_rcnn/accuracy": 0.8586250986975481, "mask_rcnn/false_negative": 0.11947516673196108, "mask_rcnn/false_positive": 0.18536752451553812, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.75, "time": 0.7685656026005745, "total_loss": 1.7877946367952973} {"data_time": 0.01716651115566492, "eta_seconds": 171792.37266483344, "iteration": 50899, "loss_fcos_cls": 0.3048561483155936, "loss_fcos_ctr": 0.625064698047936, "loss_fcos_loc": 0.22206450812518597, "loss_mask": 0.3158304737880826, "loss_maskiou": 0.008172790614480618, "loss_sem_seg": 0.3703193669207394, "lr": 0.01, "mask_rcnn/accuracy": 0.8672388706626815, "mask_rcnn/false_negative": 0.10397614413036865, "mask_rcnn/false_positive": 0.1448074790114795, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7952353237196803, "total_loss": 1.829244144304539} {"data_time": 0.014855558052659035, "eta_seconds": 171804.24991016742, "iteration": 50919, "loss_fcos_cls": 0.3040893730940297, "loss_fcos_ctr": 0.6234198110178113, "loss_fcos_loc": 0.2249563904479146, "loss_mask": 0.31042686477303505, "loss_maskiou": 0.007931107415060978, "loss_sem_seg": 0.3356484374962747, "lr": 0.01, "mask_rcnn/accuracy": 0.873483083137101, "mask_rcnn/false_negative": 0.11624955507227655, "mask_rcnn/false_positive": 0.14786314297549605, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7728614332154393, "total_loss": 1.8044178076670505} {"data_time": 0.015635802410542965, "eta_seconds": 171695.65816002153, "iteration": 50939, "loss_fcos_cls": 0.29873011400923133, "loss_fcos_ctr": 0.6261496935039759, "loss_fcos_loc": 0.22981898137368262, "loss_mask": 0.3163468297570944, "loss_maskiou": 0.007825329550541937, "loss_sem_seg": 0.31091257836669683, "lr": 0.01, "mask_rcnn/accuracy": 0.8657362544560159, "mask_rcnn/false_negative": 0.09786409506283071, "mask_rcnn/false_positive": 0.16198033932265543, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7723095780238509, "total_loss": 1.8255912841414101} {"data_time": 0.015666479244828224, "eta_seconds": 171606.883403779, "iteration": 50959, "loss_fcos_cls": 0.3051783952396363, "loss_fcos_ctr": 0.6245345780625939, "loss_fcos_loc": 0.22494025621563196, "loss_mask": 0.307723231613636, "loss_maskiou": 0.007841025450034067, "loss_sem_seg": 0.33550338400527835, "lr": 0.01, "mask_rcnn/accuracy": 0.8614328310615291, "mask_rcnn/false_negative": 0.10517906977450028, "mask_rcnn/false_positive": 0.17003474555400966, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7861985135823488, "total_loss": 1.821329838654492} {"data_time": 0.016018740832805634, "eta_seconds": 171603.51156588178, "iteration": 50979, "loss_fcos_cls": 0.324129250831902, "loss_fcos_ctr": 0.6236043646931648, "loss_fcos_loc": 0.2240603577811271, "loss_mask": 0.3046498913317919, "loss_maskiou": 0.008725273073650897, "loss_sem_seg": 0.31807453464716673, "lr": 0.01, "mask_rcnn/accuracy": 0.882959284904438, "mask_rcnn/false_negative": 0.07904153581900208, "mask_rcnn/false_positive": 0.16145134432848482, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.782196463085711, "total_loss": 1.7883921421016566} {"data_time": 0.016834046691656113, "eta_seconds": 171648.63135246746, "iteration": 50999, "loss_fcos_cls": 0.2997885935474187, "loss_fcos_ctr": 0.6234304909594357, "loss_fcos_loc": 0.21868453826755285, "loss_mask": 0.3026966876350343, "loss_maskiou": 0.007678008696530014, "loss_sem_seg": 0.31989764980971813, "lr": 0.01, "mask_rcnn/accuracy": 0.858722404055962, "mask_rcnn/false_negative": 0.11364490514454896, "mask_rcnn/false_positive": 0.17199614827471627, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 40.5, "time": 0.7898108661174774, "total_loss": 1.7944512128015049} {"data_time": 0.014501013793051243, "eta_seconds": 171696.5937956255, "iteration": 51019, "loss_fcos_cls": 0.2888570388313383, "loss_fcos_ctr": 0.6270276475697756, "loss_fcos_loc": 0.22226369217969477, "loss_mask": 0.31026226188987494, "loss_maskiou": 0.008267087629064918, "loss_sem_seg": 0.32284973934292793, "lr": 0.01, "mask_rcnn/accuracy": 0.85296947726459, "mask_rcnn/false_negative": 0.11321823033010672, "mask_rcnn/false_positive": 0.1946132902901006, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7929830746725202, "total_loss": 1.7648685164458584} {"data_time": 0.015628612600266933, "eta_seconds": 171710.14540092554, "iteration": 51039, "loss_fcos_cls": 0.30239039578009397, "loss_fcos_ctr": 0.6278685415163636, "loss_fcos_loc": 0.23008654452860355, "loss_mask": 0.2985857417806983, "loss_maskiou": 0.007440109679009765, "loss_sem_seg": 0.3779318225570023, "lr": 0.01, "mask_rcnn/accuracy": 0.8604853722221233, "mask_rcnn/false_negative": 0.11118062310323755, "mask_rcnn/false_positive": 0.17035481905588362, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7892082603648305, "total_loss": 1.8012524742080132} {"data_time": 0.01618537399917841, "eta_seconds": 171665.2309661936, "iteration": 51059, "loss_fcos_cls": 0.2921796892769635, "loss_fcos_ctr": 0.624608414247632, "loss_fcos_loc": 0.22754890145733953, "loss_mask": 0.3037317404523492, "loss_maskiou": 0.00792646773334127, "loss_sem_seg": 0.34715470275841653, "lr": 0.01, "mask_rcnn/accuracy": 0.872233076904231, "mask_rcnn/false_negative": 0.1066280421855644, "mask_rcnn/false_positive": 0.15836356149493674, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 26.75, "time": 0.789039752446115, "total_loss": 1.7754923533648252} {"data_time": 0.015433605760335922, "eta_seconds": 171687.50763266813, "iteration": 51079, "loss_fcos_cls": 0.30069793527945876, "loss_fcos_ctr": 0.6244161147624254, "loss_fcos_loc": 0.2151715283980593, "loss_mask": 0.2885232139378786, "loss_maskiou": 0.00797642968245782, "loss_sem_seg": 0.3876404198817909, "lr": 0.01, "mask_rcnn/accuracy": 0.8859126984126984, "mask_rcnn/false_negative": 0.08864324150888164, "mask_rcnn/false_positive": 0.1463716089925744, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7954564243555069, "total_loss": 1.8294465021317592} {"data_time": 0.015051609836518764, "eta_seconds": 171663.9769116696, "iteration": 51099, "loss_fcos_cls": 0.3028642782010138, "loss_fcos_ctr": 0.6232733456417918, "loss_fcos_loc": 0.22006181441247463, "loss_mask": 0.31038300320506096, "loss_maskiou": 0.007152366182708647, "loss_sem_seg": 0.337767256423831, "lr": 0.01, "mask_rcnn/accuracy": 0.8417627827976369, "mask_rcnn/false_negative": 0.12163222420658956, "mask_rcnn/false_positive": 0.17499491072320883, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7870970843359828, "total_loss": 1.826708390522981} {"data_time": 0.01570381410419941, "eta_seconds": 171802.97057794128, "iteration": 51119, "loss_fcos_cls": 0.30009295605123043, "loss_fcos_ctr": 0.624688477255404, "loss_fcos_loc": 0.22185618249932304, "loss_mask": 0.2921898905187845, "loss_maskiou": 0.0076864720904268324, "loss_sem_seg": 0.35113784996792674, "lr": 0.01, "mask_rcnn/accuracy": 0.870939221153187, "mask_rcnn/false_negative": 0.10817680283000891, "mask_rcnn/false_positive": 0.13266119953721625, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7892440594732761, "total_loss": 1.7952086608565878} {"data_time": 0.015706605277955532, "eta_seconds": 171892.48126968462, "iteration": 51139, "loss_fcos_cls": 0.3127026380971074, "loss_fcos_ctr": 0.62390330247581, "loss_fcos_loc": 0.22573208040557802, "loss_mask": 0.30426801834255457, "loss_maskiou": 0.008023269911063835, "loss_sem_seg": 0.36446594540029764, "lr": 0.01, "mask_rcnn/accuracy": 0.869192563388992, "mask_rcnn/false_negative": 0.10683417202613857, "mask_rcnn/false_positive": 0.1705586431996297, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.787230396643281, "total_loss": 1.8630493373202626} {"data_time": 0.013959777541458607, "eta_seconds": 171892.634176014, "iteration": 51159, "loss_fcos_cls": 0.29669901076704264, "loss_fcos_ctr": 0.6223523495718837, "loss_fcos_loc": 0.21667045645881444, "loss_mask": 0.3216133778914809, "loss_maskiou": 0.007998828266863711, "loss_sem_seg": 0.31374167930334806, "lr": 0.01, "mask_rcnn/accuracy": 0.8629045714738224, "mask_rcnn/false_negative": 0.10469283327735228, "mask_rcnn/false_positive": 0.1749455307640346, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.0, "time": 0.7959183575585485, "total_loss": 1.7898297548963455} {"data_time": 0.014457441866397858, "eta_seconds": 171861.0654429691, "iteration": 51179, "loss_fcos_cls": 0.30549277388490736, "loss_fcos_ctr": 0.6260801218450069, "loss_fcos_loc": 0.22979186958400533, "loss_mask": 0.30570167349651456, "loss_maskiou": 0.00806508245295845, "loss_sem_seg": 0.33696605544537306, "lr": 0.01, "mask_rcnn/accuracy": 0.8543475661934965, "mask_rcnn/false_negative": 0.09830370991797047, "mask_rcnn/false_positive": 0.15851031086910977, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7860101936385036, "total_loss": 1.8093318538012682} {"data_time": 0.015672527253627777, "eta_seconds": 171834.84603557084, "iteration": 51199, "loss_fcos_cls": 0.30574015667662024, "loss_fcos_ctr": 0.6266581164672971, "loss_fcos_loc": 0.22588620689930394, "loss_mask": 0.30635502748191357, "loss_maskiou": 0.00760701073158998, "loss_sem_seg": 0.3416520915925503, "lr": 0.01, "mask_rcnn/accuracy": 0.8793530718739109, "mask_rcnn/false_negative": 0.11992188983572119, "mask_rcnn/false_positive": 0.12685744606186358, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7891026409342885, "total_loss": 1.825910722662229} {"data_time": 0.014852268621325493, "eta_seconds": 171829.64961625356, "iteration": 51219, "loss_fcos_cls": 0.305128661217168, "loss_fcos_ctr": 0.6227630600333214, "loss_fcos_loc": 0.21096023358404636, "loss_mask": 0.2980002900585532, "loss_maskiou": 0.008366429028683342, "loss_sem_seg": 0.31358038540929556, "lr": 0.01, "mask_rcnn/accuracy": 0.8691745354858361, "mask_rcnn/false_negative": 0.10432593863885382, "mask_rcnn/false_positive": 0.15307157871858668, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7917535156011581, "total_loss": 1.7507938227208797} {"data_time": 0.01546122133731842, "eta_seconds": 171813.9417028958, "iteration": 51239, "loss_fcos_cls": 0.30013650527689606, "loss_fcos_ctr": 0.6244215108454227, "loss_fcos_loc": 0.23109361086972058, "loss_mask": 0.3113911086693406, "loss_maskiou": 0.007964755815919489, "loss_sem_seg": 0.31395274214446545, "lr": 0.01, "mask_rcnn/accuracy": 0.8555787338662817, "mask_rcnn/false_negative": 0.09508160283743075, "mask_rcnn/false_positive": 0.17215505205742127, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 38.0, "time": 0.7868222463876009, "total_loss": 1.8152948552015005} {"data_time": 0.01762926857918501, "eta_seconds": 171754.30944741145, "iteration": 51259, "loss_fcos_cls": 0.2771982178092003, "loss_fcos_ctr": 0.6250609718263149, "loss_fcos_loc": 0.22290657460689545, "loss_mask": 0.2966429255902767, "loss_maskiou": 0.007011714740656316, "loss_sem_seg": 0.32354540238156915, "lr": 0.01, "mask_rcnn/accuracy": 0.8469846900570241, "mask_rcnn/false_negative": 0.11545679313234397, "mask_rcnn/false_positive": 0.19047569647349233, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7869039410725236, "total_loss": 1.7638036304269917} {"data_time": 0.01672228705137968, "eta_seconds": 171620.51445859764, "iteration": 51279, "loss_fcos_cls": 0.31235340679995716, "loss_fcos_ctr": 0.6261478397063911, "loss_fcos_loc": 0.22220932692289352, "loss_mask": 0.29317911621183157, "loss_maskiou": 0.006975629446969833, "loss_sem_seg": 0.3283823453821242, "lr": 0.01, "mask_rcnn/accuracy": 0.8923121521335806, "mask_rcnn/false_negative": 0.09292346499774903, "mask_rcnn/false_positive": 0.13711855196452594, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7752571683377028, "total_loss": 1.7712651727924822} {"data_time": 0.014682607725262642, "eta_seconds": 171531.64869265817, "iteration": 51299, "loss_fcos_cls": 0.3141297521069646, "loss_fcos_ctr": 0.6263715121895075, "loss_fcos_loc": 0.23126168036833405, "loss_mask": 0.2922905460000038, "loss_maskiou": 0.0074253919592592865, "loss_sem_seg": 0.356730934465304, "lr": 0.01, "mask_rcnn/accuracy": 0.8737966960977939, "mask_rcnn/false_negative": 0.1038691820199587, "mask_rcnn/false_positive": 0.12034506008356077, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.5, "time": 0.7738542947918177, "total_loss": 1.8071012937871274} {"data_time": 0.01632887776941061, "eta_seconds": 171499.28904316854, "iteration": 51319, "loss_fcos_cls": 0.3113266467116773, "loss_fcos_ctr": 0.6237197062000632, "loss_fcos_loc": 0.22978383675217628, "loss_mask": 0.3126323134638369, "loss_maskiou": 0.007940198163851164, "loss_sem_seg": 0.3688290840946138, "lr": 0.01, "mask_rcnn/accuracy": 0.8524223792080935, "mask_rcnn/false_negative": 0.12080063307383677, "mask_rcnn/false_positive": 0.1602826635673628, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7844295157119632, "total_loss": 1.8422109732055105} {"data_time": 0.016074438579380512, "eta_seconds": 171538.81589814462, "iteration": 51339, "loss_fcos_cls": 0.3033265760168433, "loss_fcos_ctr": 0.6307583204470575, "loss_fcos_loc": 0.23240276682190597, "loss_mask": 0.32166974898427725, "loss_maskiou": 0.007683488336624578, "loss_sem_seg": 0.32500597671605647, "lr": 0.01, "mask_rcnn/accuracy": 0.8491576318027211, "mask_rcnn/false_negative": 0.1170739384263618, "mask_rcnn/false_positive": 0.17358193803980937, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.5, "time": 0.782809198834002, "total_loss": 1.8179952822974883} {"data_time": 0.01697220839560032, "eta_seconds": 171467.91927825194, "iteration": 51359, "loss_fcos_cls": 0.291126077179797, "loss_fcos_ctr": 0.6268113199621439, "loss_fcos_loc": 0.22620149061549455, "loss_mask": 0.2925983751192689, "loss_maskiou": 0.006915164951351471, "loss_sem_seg": 0.34790477668866515, "lr": 0.01, "mask_rcnn/accuracy": 0.8565257506691201, "mask_rcnn/false_negative": 0.12571580429669832, "mask_rcnn/false_positive": 0.14819467078514859, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7842681873589754, "total_loss": 1.7742214946920285} {"data_time": 0.01511019840836525, "eta_seconds": 171534.21601168998, "iteration": 51379, "loss_fcos_cls": 0.28991172136738896, "loss_fcos_ctr": 0.6230337508022785, "loss_fcos_loc": 0.22075681772548705, "loss_mask": 0.2993186544626951, "loss_maskiou": 0.007486373535357416, "loss_sem_seg": 0.33138338662683964, "lr": 0.01, "mask_rcnn/accuracy": 0.870181193257498, "mask_rcnn/false_negative": 0.10169829103819854, "mask_rcnn/false_positive": 0.1817910258638866, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.5, "time": 0.7903550006449223, "total_loss": 1.7606424158148002} {"data_time": 0.0179855078458786, "eta_seconds": 171518.52362934686, "iteration": 51399, "loss_fcos_cls": 0.2947830550838262, "loss_fcos_ctr": 0.62436084728688, "loss_fcos_loc": 0.21383600623812526, "loss_mask": 0.28769936319440603, "loss_maskiou": 0.006796645189751871, "loss_sem_seg": 0.29034309461712837, "lr": 0.01, "mask_rcnn/accuracy": 0.8624863854307376, "mask_rcnn/false_negative": 0.09177565171958788, "mask_rcnn/false_positive": 0.19798580860474443, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.7787837097421288, "total_loss": 1.71377791868872} {"data_time": 0.01588949654251337, "eta_seconds": 171437.53024855815, "iteration": 51419, "loss_fcos_cls": 0.29859566525556147, "loss_fcos_ctr": 0.62593038007617, "loss_fcos_loc": 0.22664057300426066, "loss_mask": 0.3044265964999795, "loss_maskiou": 0.007137257402064279, "loss_sem_seg": 0.28678276017308235, "lr": 0.01, "mask_rcnn/accuracy": 0.8809402731519771, "mask_rcnn/false_negative": 0.08633769878961313, "mask_rcnn/false_positive": 0.15996518986266425, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.5, "time": 0.7846313072368503, "total_loss": 1.7816621356469113} {"data_time": 0.0148321483284235, "eta_seconds": 171421.84384120815, "iteration": 51439, "loss_fcos_cls": 0.2900089439935982, "loss_fcos_ctr": 0.6251606503501534, "loss_fcos_loc": 0.22658252902328968, "loss_mask": 0.3192151803523302, "loss_maskiou": 0.007956435336382128, "loss_sem_seg": 0.36267909966409206, "lr": 0.01, "mask_rcnn/accuracy": 0.8542117819349961, "mask_rcnn/false_negative": 0.09986144958748885, "mask_rcnn/false_positive": 0.1845152508307932, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7941534044221044, "total_loss": 1.822631550312508} {"data_time": 0.01850253716111183, "eta_seconds": 171540.6474190224, "iteration": 51459, "loss_fcos_cls": 0.2969450249802321, "loss_fcos_ctr": 0.6260287659242749, "loss_fcos_loc": 0.23401542485225946, "loss_mask": 0.3096660035662353, "loss_maskiou": 0.007399599824566394, "loss_sem_seg": 0.3423000411130488, "lr": 0.01, "mask_rcnn/accuracy": 0.8549809496787791, "mask_rcnn/false_negative": 0.10926592721654713, "mask_rcnn/false_positive": 0.198727803374535, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7848693542182446, "total_loss": 1.8155632019479526} {"data_time": 0.016952806152403355, "eta_seconds": 171590.728553704, "iteration": 51479, "loss_fcos_cls": 0.3078596624545753, "loss_fcos_ctr": 0.6245226413011551, "loss_fcos_loc": 0.2251462573185563, "loss_mask": 0.30424038227647543, "loss_maskiou": 0.007088639380526729, "loss_sem_seg": 0.36926959780976176, "lr": 0.01, "mask_rcnn/accuracy": 0.8814662499055677, "mask_rcnn/false_negative": 0.09272574517805425, "mask_rcnn/false_positive": 0.1679110239254967, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7842721454799175, "total_loss": 1.8590523205057252} {"data_time": 0.014822473749518394, "eta_seconds": 171575.0238179071, "iteration": 51499, "loss_fcos_cls": 0.2880475951824337, "loss_fcos_ctr": 0.6280724024400115, "loss_fcos_loc": 0.21878928528167307, "loss_mask": 0.31383105646818876, "loss_maskiou": 0.006933466691407375, "loss_sem_seg": 0.32003167551010847, "lr": 0.01, "mask_rcnn/accuracy": 0.8639737082951993, "mask_rcnn/false_negative": 0.11079961018038548, "mask_rcnn/false_positive": 0.15545711667357676, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7762819053605199, "total_loss": 1.8116702890547458} {"data_time": 0.014252833090722561, "eta_seconds": 171493.55127301253, "iteration": 51519, "loss_fcos_cls": 0.30843214341439307, "loss_fcos_ctr": 0.6263690651394427, "loss_fcos_loc": 0.22799261228647083, "loss_mask": 0.3074690094217658, "loss_maskiou": 0.008109942311421037, "loss_sem_seg": 0.3126524486579001, "lr": 0.01, "mask_rcnn/accuracy": 0.855502676518247, "mask_rcnn/false_negative": 0.10954302631694726, "mask_rcnn/false_positive": 0.1754563809144773, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7857215758413076, "total_loss": 1.7917122785001993} {"data_time": 0.015915744937956333, "eta_seconds": 171326.75533612724, "iteration": 51539, "loss_fcos_cls": 0.30561461218167096, "loss_fcos_ctr": 0.624712526332587, "loss_fcos_loc": 0.2212141954805702, "loss_mask": 0.29889324586838484, "loss_maskiou": 0.007515559525927529, "loss_sem_seg": 0.34990345453843474, "lr": 0.01, "mask_rcnn/accuracy": 0.8653109230408643, "mask_rcnn/false_negative": 0.11839846040104952, "mask_rcnn/false_positive": 0.12866842784833246, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7765581393614411, "total_loss": 1.8094006043247646} {"data_time": 0.016059810295701027, "eta_seconds": 171327.72539710812, "iteration": 51559, "loss_fcos_cls": 0.2997657391242683, "loss_fcos_ctr": 0.624393230304122, "loss_fcos_loc": 0.22142485692165792, "loss_mask": 0.30057267006486654, "loss_maskiou": 0.007691681137657724, "loss_sem_seg": 0.33976403693668544, "lr": 0.01, "mask_rcnn/accuracy": 0.8822382691937682, "mask_rcnn/false_negative": 0.10837057432656093, "mask_rcnn/false_positive": 0.14296282832251286, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7845034319907427, "total_loss": 1.798999877879396} {"data_time": 0.016420109197497368, "eta_seconds": 171312.03898975812, "iteration": 51579, "loss_fcos_cls": 0.3011159226298332, "loss_fcos_ctr": 0.6250664191320539, "loss_fcos_loc": 0.22719184181187302, "loss_mask": 0.3110644407570362, "loss_maskiou": 0.007589138549519703, "loss_sem_seg": 0.3309695851057768, "lr": 0.01, "mask_rcnn/accuracy": 0.8436343123011268, "mask_rcnn/false_negative": 0.1116075367319716, "mask_rcnn/false_positive": 0.17334170257142417, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 34.25, "time": 0.784253440797329, "total_loss": 1.7753171856238623} {"data_time": 0.016325206495821476, "eta_seconds": 171296.35258240812, "iteration": 51599, "loss_fcos_cls": 0.29769940057303756, "loss_fcos_ctr": 0.6270278114825487, "loss_fcos_loc": 0.22381365508772433, "loss_mask": 0.3186751054599881, "loss_maskiou": 0.007791814728989266, "loss_sem_seg": 0.3189131347462535, "lr": 0.01, "mask_rcnn/accuracy": 0.857372651441529, "mask_rcnn/false_negative": 0.11790607555740021, "mask_rcnn/false_positive": 0.16650197282132606, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7865042882040143, "total_loss": 1.8170498214458348} {"data_time": 0.016262566670775414, "eta_seconds": 171264.01580629405, "iteration": 51619, "loss_fcos_cls": 0.2880177032202482, "loss_fcos_ctr": 0.6246640663594007, "loss_fcos_loc": 0.2185159595683217, "loss_mask": 0.3083458710461855, "loss_maskiou": 0.007858282304368913, "loss_sem_seg": 0.33277210872620344, "lr": 0.01, "mask_rcnn/accuracy": 0.8491695757250268, "mask_rcnn/false_negative": 0.11047090216113296, "mask_rcnn/false_positive": 0.1936897716185524, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 40.25, "time": 0.7833967115730047, "total_loss": 1.7790070340852253} {"data_time": 0.015694504603743553, "eta_seconds": 171240.50443994813, "iteration": 51639, "loss_fcos_cls": 0.3033661935478449, "loss_fcos_ctr": 0.62445835955441, "loss_fcos_loc": 0.21740283886902034, "loss_mask": 0.2901784321293235, "loss_maskiou": 0.007226483634440228, "loss_sem_seg": 0.34032789850607514, "lr": 0.01, "mask_rcnn/accuracy": 0.8887275654942828, "mask_rcnn/false_negative": 0.08964898561828434, "mask_rcnn/false_positive": 0.16730075480331968, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7854263288900256, "total_loss": 1.786651070753578} {"data_time": 0.015785795636475086, "eta_seconds": 171232.64604137745, "iteration": 51659, "loss_fcos_cls": 0.3112277868203819, "loss_fcos_ctr": 0.6243385439738631, "loss_fcos_loc": 0.2189234015531838, "loss_mask": 0.3194966306909919, "loss_maskiou": 0.008911059674574062, "loss_sem_seg": 0.3118068762123585, "lr": 0.01, "mask_rcnn/accuracy": 0.840447751902959, "mask_rcnn/false_negative": 0.10431356362687663, "mask_rcnn/false_positive": 0.18821003375636475, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7863036971539259, "total_loss": 1.8144144162215525} {"data_time": 0.01590194646269083, "eta_seconds": 171177.76636994258, "iteration": 51679, "loss_fcos_cls": 0.31868559354916215, "loss_fcos_ctr": 0.6263426225632429, "loss_fcos_loc": 0.22086844011209905, "loss_mask": 0.31285487674176693, "loss_maskiou": 0.007417829881887883, "loss_sem_seg": 0.35353258019313216, "lr": 0.01, "mask_rcnn/accuracy": 0.8669970892143212, "mask_rcnn/false_negative": 0.08519620992671548, "mask_rcnn/false_positive": 0.15284084470378498, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.783535921946168, "total_loss": 1.8200110973848496} {"data_time": 0.0169806070625782, "eta_seconds": 171089.14098428842, "iteration": 51699, "loss_fcos_cls": 0.3097733552567661, "loss_fcos_ctr": 0.6236752849072218, "loss_fcos_loc": 0.21267755748704076, "loss_mask": 0.28773445542901754, "loss_maskiou": 0.007309906010050327, "loss_sem_seg": 0.34418866550549865, "lr": 0.01, "mask_rcnn/accuracy": 0.869541456388161, "mask_rcnn/false_negative": 0.114363976850502, "mask_rcnn/false_positive": 0.1611577047918625, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.5, "time": 0.7717205202206969, "total_loss": 1.7852527061477304} {"data_time": 0.01825975812971592, "eta_seconds": 171073.4663752867, "iteration": 51719, "loss_fcos_cls": 0.284507280215621, "loss_fcos_ctr": 0.6258581159636378, "loss_fcos_loc": 0.22126078023575246, "loss_mask": 0.30682666040956974, "loss_maskiou": 0.007838073244784027, "loss_sem_seg": 0.34151568729430437, "lr": 0.01, "mask_rcnn/accuracy": 0.8722693434984468, "mask_rcnn/false_negative": 0.10737361329079545, "mask_rcnn/false_positive": 0.13538263975583206, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7833800967782736, "total_loss": 1.7840369385376107} {"data_time": 0.018320215865969658, "eta_seconds": 171088.18226295523, "iteration": 51739, "loss_fcos_cls": 0.28805247228592634, "loss_fcos_ctr": 0.6226635565981269, "loss_fcos_loc": 0.21922804845962673, "loss_mask": 0.3035709476098418, "loss_maskiou": 0.007608004059875384, "loss_sem_seg": 0.34632788063026965, "lr": 0.01, "mask_rcnn/accuracy": 0.8478791004993658, "mask_rcnn/false_negative": 0.08654766013858722, "mask_rcnn/false_positive": 0.17128394367417699, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7932488704100251, "total_loss": 1.774223051223089} {"data_time": 0.01691698469221592, "eta_seconds": 171099.14358371124, "iteration": 51759, "loss_fcos_cls": 0.28965155757032335, "loss_fcos_ctr": 0.6242852965369821, "loss_fcos_loc": 0.2149337949231267, "loss_mask": 0.28788002533838153, "loss_maskiou": 0.007413279439788312, "loss_sem_seg": 0.3202947028912604, "lr": 0.01, "mask_rcnn/accuracy": 0.876770365051615, "mask_rcnn/false_negative": 0.11547008349414212, "mask_rcnn/false_positive": 0.1324788378074826, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7728550899773836, "total_loss": 1.7409216343221487} {"data_time": 0.01650086697191, "eta_seconds": 171026.4425482815, "iteration": 51779, "loss_fcos_cls": 0.2883019046857953, "loss_fcos_ctr": 0.6224387781694531, "loss_fcos_loc": 0.2191719061229378, "loss_mask": 0.30644638556987047, "loss_maskiou": 0.0071058651665225625, "loss_sem_seg": 0.2952421319205314, "lr": 0.01, "mask_rcnn/accuracy": 0.8623670212765957, "mask_rcnn/false_negative": 0.10477569825874723, "mask_rcnn/false_positive": 0.15652211222672183, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.7808755403384566, "total_loss": 1.7660111769291689} {"data_time": 0.015680563636124134, "eta_seconds": 171010.7679392798, "iteration": 51799, "loss_fcos_cls": 0.294524768833071, "loss_fcos_ctr": 0.6271173870190978, "loss_fcos_loc": 0.22244607843458652, "loss_mask": 0.30991344805806875, "loss_maskiou": 0.00861766209709458, "loss_sem_seg": 0.31191170564852655, "lr": 0.01, "mask_rcnn/accuracy": 0.8687855956336022, "mask_rcnn/false_negative": 0.09694303847707808, "mask_rcnn/false_positive": 0.14957131926567957, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7843698300421238, "total_loss": 1.7870357873325702} {"data_time": 0.014650240540504456, "eta_seconds": 170969.3551929267, "iteration": 51819, "loss_fcos_cls": 0.28848598909098655, "loss_fcos_ctr": 0.6202652156352997, "loss_fcos_loc": 0.2091360914055258, "loss_mask": 0.29014759603887796, "loss_maskiou": 0.007212097232695669, "loss_sem_seg": 0.3705082479864359, "lr": 0.01, "mask_rcnn/accuracy": 0.8733023138832998, "mask_rcnn/false_negative": 0.07977203216731105, "mask_rcnn/false_positive": 0.16446825541895402, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.7841467428952456, "total_loss": 1.75030616040749} {"data_time": 0.01653975248336792, "eta_seconds": 171067.94836726692, "iteration": 51839, "loss_fcos_cls": 0.30360004655085504, "loss_fcos_ctr": 0.6260299943387508, "loss_fcos_loc": 0.21875533205457032, "loss_mask": 0.30428981222212315, "loss_maskiou": 0.00755331183609087, "loss_sem_seg": 0.3304860685020685, "lr": 0.01, "mask_rcnn/accuracy": 0.8719581139862492, "mask_rcnn/false_negative": 0.09045916401758289, "mask_rcnn/false_positive": 0.1596377489782459, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7962666936218739, "total_loss": 1.7985814187850337} {"data_time": 0.015564496628940105, "eta_seconds": 171118.21877759323, "iteration": 51859, "loss_fcos_cls": 0.28855094546452165, "loss_fcos_ctr": 0.6220100740902126, "loss_fcos_loc": 0.21623328002169728, "loss_mask": 0.29464390594512224, "loss_maskiou": 0.007329585954721551, "loss_sem_seg": 0.3356891688890755, "lr": 0.01, "mask_rcnn/accuracy": 0.8835086184703239, "mask_rcnn/false_negative": 0.09662643702044865, "mask_rcnn/false_positive": 0.14543295802696168, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7768017705529928, "total_loss": 1.7656617257598555} {"data_time": 0.01813559327274561, "eta_seconds": 171149.72149095777, "iteration": 51879, "loss_fcos_cls": 0.2913315624464303, "loss_fcos_ctr": 0.6263226452283561, "loss_fcos_loc": 0.2222526491386816, "loss_mask": 0.29832289926707745, "loss_maskiou": 0.007399817579425871, "loss_sem_seg": 0.3041962757706642, "lr": 0.01, "mask_rcnn/accuracy": 0.8645012979245242, "mask_rcnn/false_negative": 0.10991796940607648, "mask_rcnn/false_positive": 0.1813328884114998, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7822700003162026, "total_loss": 1.7529809765983373} {"data_time": 0.01682272832840681, "eta_seconds": 171044.42745187785, "iteration": 51899, "loss_fcos_cls": 0.2884387313388288, "loss_fcos_ctr": 0.6243989923968911, "loss_fcos_loc": 0.20947982207871974, "loss_mask": 0.29700410552322865, "loss_maskiou": 0.007621147626196034, "loss_sem_seg": 0.36610574973747134, "lr": 0.01, "mask_rcnn/accuracy": 0.8796126625951028, "mask_rcnn/false_negative": 0.09289952454528604, "mask_rcnn/false_positive": 0.1596006815701037, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7701446348801255, "total_loss": 1.8167369668954052} {"data_time": 0.01728036440908909, "eta_seconds": 171117.40385927912, "iteration": 51919, "loss_fcos_cls": 0.29329092090483755, "loss_fcos_ctr": 0.6296012704260647, "loss_fcos_loc": 0.22577538568293676, "loss_mask": 0.29893855983391404, "loss_maskiou": 0.006971331997192465, "loss_sem_seg": 0.34229310788214207, "lr": 0.01, "mask_rcnn/accuracy": 0.8528231311321521, "mask_rcnn/false_negative": 0.11215534776622069, "mask_rcnn/false_positive": 0.18041929496179918, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.790193535387516, "total_loss": 1.8275984983774833} {"data_time": 0.01585507672280073, "eta_seconds": 171101.7108457787, "iteration": 51939, "loss_fcos_cls": 0.2930345481727272, "loss_fcos_ctr": 0.6225391328334808, "loss_fcos_loc": 0.21551753534004092, "loss_mask": 0.3039004202000797, "loss_maskiou": 0.007076714333379641, "loss_sem_seg": 0.36703328136354685, "lr": 0.01, "mask_rcnn/accuracy": 0.8668859973963006, "mask_rcnn/false_negative": 0.12186779321203514, "mask_rcnn/false_positive": 0.1503166466748169, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.75, "time": 0.7710031708702445, "total_loss": 1.8489295608960674} {"data_time": 0.01790011115372181, "eta_seconds": 171205.35189489555, "iteration": 51959, "loss_fcos_cls": 0.2928220247849822, "loss_fcos_ctr": 0.6201621708460152, "loss_fcos_loc": 0.20658518793061376, "loss_mask": 0.2924701115116477, "loss_maskiou": 0.00830878980923444, "loss_sem_seg": 0.32847365317866206, "lr": 0.01, "mask_rcnn/accuracy": 0.8737704752953813, "mask_rcnn/false_negative": 0.11210244693946958, "mask_rcnn/false_positive": 0.1417835817966917, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7923239348456264, "total_loss": 1.7901288337016013} {"data_time": 0.017033636569976807, "eta_seconds": 171194.251842984, "iteration": 51979, "loss_fcos_cls": 0.28693443699739873, "loss_fcos_ctr": 0.6269272533245385, "loss_fcos_loc": 0.22208809317089617, "loss_mask": 0.29587242426350713, "loss_maskiou": 0.00762430667236913, "loss_sem_seg": 0.29834136785939336, "lr": 0.01, "mask_rcnn/accuracy": 0.8540146586750201, "mask_rcnn/false_negative": 0.10619297769667663, "mask_rcnn/false_positive": 0.1947514752398825, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7871921574696898, "total_loss": 1.7278447675926145} {"data_time": 0.01669085118919611, "eta_seconds": 171138.30503297132, "iteration": 51999, "loss_fcos_cls": 0.28655832074582577, "loss_fcos_ctr": 0.6232216330245137, "loss_fcos_loc": 0.2166560966288671, "loss_mask": 0.2987020639702678, "loss_maskiou": 0.00748809207289014, "loss_sem_seg": 0.33025875547900796, "lr": 0.01, "mask_rcnn/accuracy": 0.8710633201030775, "mask_rcnn/false_negative": 0.11096593636173349, "mask_rcnn/false_positive": 0.1485156742108429, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.75, "time": 0.7815761342644691, "total_loss": 1.7517923171108123} {"data_time": 0.01630895771086216, "eta_seconds": 171060.4597452432, "iteration": 52019, "loss_fcos_cls": 0.2830730483401567, "loss_fcos_ctr": 0.6230753473937511, "loss_fcos_loc": 0.21759164636023343, "loss_mask": 0.30795969627797604, "loss_maskiou": 0.007165191302192397, "loss_sem_seg": 0.3155271438881755, "lr": 0.01, "mask_rcnn/accuracy": 0.8630687339871013, "mask_rcnn/false_negative": 0.12830721000554496, "mask_rcnn/false_positive": 0.15040801462097964, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7838824689388275, "total_loss": 1.7708423756703269} {"data_time": 0.015918392688035965, "eta_seconds": 170983.77662283368, "iteration": 52039, "loss_fcos_cls": 0.2855350805912167, "loss_fcos_ctr": 0.6254217522218823, "loss_fcos_loc": 0.22700917453039438, "loss_mask": 0.3050271701067686, "loss_maskiou": 0.00820594844117295, "loss_sem_seg": 0.2956967237405479, "lr": 0.01, "mask_rcnn/accuracy": 0.8597421923314781, "mask_rcnn/false_negative": 0.1204203364191596, "mask_rcnn/false_positive": 0.16583312801568384, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.0, "time": 0.7749122139066458, "total_loss": 1.7607710237207357} {"data_time": 0.015981937758624554, "eta_seconds": 170930.13851725124, "iteration": 52059, "loss_fcos_cls": 0.2995376596227288, "loss_fcos_ctr": 0.6245184889994562, "loss_fcos_loc": 0.22158132132608443, "loss_mask": 0.3051775172352791, "loss_maskiou": 0.007381466624792665, "loss_sem_seg": 0.28650814900174737, "lr": 0.01, "mask_rcnn/accuracy": 0.8797507972494893, "mask_rcnn/false_negative": 0.09521216559899201, "mask_rcnn/false_positive": 0.14229765866094202, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.779842066578567, "total_loss": 1.7636900113138836} {"data_time": 0.015972028486430645, "eta_seconds": 170857.79535487667, "iteration": 52079, "loss_fcos_cls": 0.27499849582090974, "loss_fcos_ctr": 0.6227080635726452, "loss_fcos_loc": 0.22609085496515036, "loss_mask": 0.2993428995832801, "loss_maskiou": 0.00784426236350555, "loss_sem_seg": 0.2891448517329991, "lr": 0.01, "mask_rcnn/accuracy": 0.8670881439430232, "mask_rcnn/false_negative": 0.10525504680507386, "mask_rcnn/false_positive": 0.17275553053583526, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.75, "time": 0.779637586325407, "total_loss": 1.7272504974534968} {"data_time": 0.017186662182211876, "eta_seconds": 170826.2417937331, "iteration": 52099, "loss_fcos_cls": 0.2963963779620826, "loss_fcos_ctr": 0.6245067352429032, "loss_fcos_loc": 0.21945169079117477, "loss_mask": 0.29992317128926516, "loss_maskiou": 0.008247384357673582, "loss_sem_seg": 0.30321181658655405, "lr": 0.01, "mask_rcnn/accuracy": 0.8625190602722804, "mask_rcnn/false_negative": 0.11130849973202062, "mask_rcnn/false_positive": 0.14817721667995004, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.7850127881392837, "total_loss": 1.7825035015994217} {"data_time": 0.016482886858284473, "eta_seconds": 170790.31178100966, "iteration": 52119, "loss_fcos_cls": 0.2944793957285583, "loss_fcos_ctr": 0.6259689596481621, "loss_fcos_loc": 0.22979330690577626, "loss_mask": 0.29662161972373724, "loss_maskiou": 0.006978426521527581, "loss_sem_seg": 0.3080690363422036, "lr": 0.01, "mask_rcnn/accuracy": 0.8508082557150767, "mask_rcnn/false_negative": 0.11290924111072517, "mask_rcnn/false_positive": 0.16918077061872805, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7885336000472307, "total_loss": 1.7689806342386873} {"data_time": 0.014827295206487179, "eta_seconds": 170794.88328839466, "iteration": 52139, "loss_fcos_cls": 0.28550641890615225, "loss_fcos_ctr": 0.6234654132276773, "loss_fcos_loc": 0.21272232639603317, "loss_mask": 0.2983314674347639, "loss_maskiou": 0.007443812137353234, "loss_sem_seg": 0.30277558974921703, "lr": 0.01, "mask_rcnn/accuracy": 0.8604180239826733, "mask_rcnn/false_negative": 0.0966261321283693, "mask_rcnn/false_positive": 0.15871957272711568, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.0, "time": 0.7905765594914556, "total_loss": 1.7352794922626344} {"data_time": 0.016687720082700253, "eta_seconds": 170758.95699343644, "iteration": 52159, "loss_fcos_cls": 0.29426195728592575, "loss_fcos_ctr": 0.625933401286602, "loss_fcos_loc": 0.22269888897426426, "loss_mask": 0.3165435856208205, "loss_maskiou": 0.008604601869592443, "loss_sem_seg": 0.29840006912127137, "lr": 0.01, "mask_rcnn/accuracy": 0.8478491712598512, "mask_rcnn/false_negative": 0.11632179234509647, "mask_rcnn/false_positive": 0.1998429229341313, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 25.75, "time": 0.7814792497083545, "total_loss": 1.777690673035977} {"data_time": 0.016269871033728123, "eta_seconds": 170742.18739271723, "iteration": 52179, "loss_fcos_cls": 0.29444355284795165, "loss_fcos_ctr": 0.6212114188820124, "loss_fcos_loc": 0.22015768277924508, "loss_mask": 0.30379534512758255, "loss_maskiou": 0.006675869663013145, "loss_sem_seg": 0.331272492185235, "lr": 0.01, "mask_rcnn/accuracy": 0.8507097069597069, "mask_rcnn/false_negative": 0.11777383051395443, "mask_rcnn/false_positive": 0.20047447186904993, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7882383661344647, "total_loss": 1.7545092027576175} {"data_time": 0.017354264855384827, "eta_seconds": 170696.18365259748, "iteration": 52199, "loss_fcos_cls": 0.3059348310343921, "loss_fcos_ctr": 0.6250858251005411, "loss_fcos_loc": 0.21889708377420902, "loss_mask": 0.2982975160703063, "loss_maskiou": 0.007230860283016227, "loss_sem_seg": 0.30892679234966636, "lr": 0.01, "mask_rcnn/accuracy": 0.8782499136872794, "mask_rcnn/false_negative": 0.10660703626071874, "mask_rcnn/false_positive": 0.15090524220003332, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7727053500711918, "total_loss": 1.7500064144624048} {"data_time": 0.016748188994824886, "eta_seconds": 170655.9101996543, "iteration": 52219, "loss_fcos_cls": 0.27680314471945167, "loss_fcos_ctr": 0.6213793121278286, "loss_fcos_loc": 0.21840936061926186, "loss_mask": 0.2961531160399318, "loss_maskiou": 0.007296435258467682, "loss_sem_seg": 0.3538250382989645, "lr": 0.01, "mask_rcnn/accuracy": 0.8625932103610675, "mask_rcnn/false_negative": 0.09117219763093183, "mask_rcnn/false_positive": 0.17065932073515935, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.0, "time": 0.7798254983499646, "total_loss": 1.7441207367519382} {"data_time": 0.017616914585232735, "eta_seconds": 170601.25706524495, "iteration": 52239, "loss_fcos_cls": 0.28000451950356364, "loss_fcos_ctr": 0.6238482408225536, "loss_fcos_loc": 0.21164429548662156, "loss_mask": 0.2983596818521619, "loss_maskiou": 0.007087982667144388, "loss_sem_seg": 0.31826438615098596, "lr": 0.01, "mask_rcnn/accuracy": 0.8669560566161949, "mask_rcnn/false_negative": 0.0840420895324856, "mask_rcnn/false_positive": 0.17732705357231915, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7754031531512737, "total_loss": 1.7620433678093832} {"data_time": 0.018419889733195305, "eta_seconds": 170631.5857844567, "iteration": 52259, "loss_fcos_cls": 0.2869121232070029, "loss_fcos_ctr": 0.625006603077054, "loss_fcos_loc": 0.22047064453363419, "loss_mask": 0.3011186858639121, "loss_maskiou": 0.0068809589865850285, "loss_sem_seg": 0.3232475067488849, "lr": 0.01, "mask_rcnn/accuracy": 0.876877486618771, "mask_rcnn/false_negative": 0.08972932827823132, "mask_rcnn/false_positive": 0.14253924029305426, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.796872928738594, "total_loss": 1.775903098146955} {"data_time": 0.01573904138058424, "eta_seconds": 170685.12851971015, "iteration": 52279, "loss_fcos_cls": 0.27674035797826946, "loss_fcos_ctr": 0.623708029743284, "loss_fcos_loc": 0.2184153764974326, "loss_mask": 0.28573024924844503, "loss_maskiou": 0.007705526062636636, "loss_sem_seg": 0.29526107059791684, "lr": 0.01, "mask_rcnn/accuracy": 0.8697737211767824, "mask_rcnn/false_negative": 0.08204149501349, "mask_rcnn/false_positive": 0.17192217376227237, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7880108412355185, "total_loss": 1.7079033052286832} {"data_time": 0.015169048681855202, "eta_seconds": 170685.30754976347, "iteration": 52299, "loss_fcos_cls": 0.3055795158725232, "loss_fcos_ctr": 0.6200846033170819, "loss_fcos_loc": 0.21227034128969535, "loss_mask": 0.2901892950758338, "loss_maskiou": 0.007736671104794368, "loss_sem_seg": 0.3157218946143985, "lr": 0.01, "mask_rcnn/accuracy": 0.8720980455674333, "mask_rcnn/false_negative": 0.11680585904479768, "mask_rcnn/false_positive": 0.15934720275031156, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7803965089842677, "total_loss": 1.759969011938665} {"data_time": 0.014571897685527802, "eta_seconds": 170669.62684020773, "iteration": 52319, "loss_fcos_cls": 0.2772525302134454, "loss_fcos_ctr": 0.6226160265505314, "loss_fcos_loc": 0.20876377983950078, "loss_mask": 0.29856373742222786, "loss_maskiou": 0.007241945539135486, "loss_sem_seg": 0.3077677763067186, "lr": 0.01, "mask_rcnn/accuracy": 0.8684389545291801, "mask_rcnn/false_negative": 0.10586169136766452, "mask_rcnn/false_positive": 0.1595580669393833, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.78390356246382, "total_loss": 1.7349222517250382} {"data_time": 0.015637711621820927, "eta_seconds": 170586.4620915791, "iteration": 52339, "loss_fcos_cls": 0.2902499531628564, "loss_fcos_ctr": 0.6221519922837615, "loss_fcos_loc": 0.2111921263858676, "loss_mask": 0.2930000238120556, "loss_maskiou": 0.008139576129906345, "loss_sem_seg": 0.31217818334698677, "lr": 0.01, "mask_rcnn/accuracy": 0.8588622104247104, "mask_rcnn/false_negative": 0.10371434784573466, "mask_rcnn/false_positive": 0.15623422915947915, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.756158284842968, "total_loss": 1.745387385279173} {"data_time": 0.017796971835196018, "eta_seconds": 170548.56036409736, "iteration": 52359, "loss_fcos_cls": 0.28971045929938555, "loss_fcos_ctr": 0.6247792597860098, "loss_fcos_loc": 0.21505883219651878, "loss_mask": 0.29673876985907555, "loss_maskiou": 0.007272100694535766, "loss_sem_seg": 0.31432754918932915, "lr": 0.01, "mask_rcnn/accuracy": 0.8590999681122449, "mask_rcnn/false_negative": 0.10361482257905572, "mask_rcnn/false_positive": 0.17419638212105926, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7742601018399, "total_loss": 1.7282041877042502} {"data_time": 0.016180269420146942, "eta_seconds": 170466.49449340533, "iteration": 52379, "loss_fcos_cls": 0.28974510449916124, "loss_fcos_ctr": 0.6267300425097346, "loss_fcos_loc": 0.2241548312595114, "loss_mask": 0.2900113267824054, "loss_maskiou": 0.00657860747014638, "loss_sem_seg": 0.36011882219463587, "lr": 0.01, "mask_rcnn/accuracy": 0.8626499368686869, "mask_rcnn/false_negative": 0.10754745443978625, "mask_rcnn/false_positive": 0.17546568219405498, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7786944787949324, "total_loss": 1.8025315219711047} {"data_time": 0.016046952456235886, "eta_seconds": 170450.82812899258, "iteration": 52399, "loss_fcos_cls": 0.28709959564730525, "loss_fcos_ctr": 0.6242594504728913, "loss_fcos_loc": 0.22813016665168107, "loss_mask": 0.2925296686589718, "loss_maskiou": 0.006964290005271323, "loss_sem_seg": 0.32437328714877367, "lr": 0.01, "mask_rcnn/accuracy": 0.8948198341836735, "mask_rcnn/false_negative": 0.09527582533862479, "mask_rcnn/false_positive": 0.10909606562998436, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 25.25, "time": 0.7642643861472607, "total_loss": 1.7633841065689921} {"data_time": 0.0167513070628047, "eta_seconds": 170416.75006707665, "iteration": 52419, "loss_fcos_cls": 0.29360822308808565, "loss_fcos_ctr": 0.624425140209496, "loss_fcos_loc": 0.22213217988610268, "loss_mask": 0.3013781141489744, "loss_maskiou": 0.007891620189184323, "loss_sem_seg": 0.32017215550877154, "lr": 0.01, "mask_rcnn/accuracy": 0.8862866131939667, "mask_rcnn/false_negative": 0.09751543461166434, "mask_rcnn/false_positive": 0.13728524307956386, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.75, "time": 0.7807143982499838, "total_loss": 1.8050143879227107} {"data_time": 0.01759508717805147, "eta_seconds": 170365.16805459745, "iteration": 52439, "loss_fcos_cls": 0.29656810057349503, "loss_fcos_ctr": 0.6279320288449526, "loss_fcos_loc": 0.22310425690375268, "loss_mask": 0.31240216456353664, "loss_maskiou": 0.007713325816439465, "loss_sem_seg": 0.3392634987831116, "lr": 0.01, "mask_rcnn/accuracy": 0.8618771756194117, "mask_rcnn/false_negative": 0.11759117658467647, "mask_rcnn/false_positive": 0.16195172858298906, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7967078825458884, "total_loss": 1.8379839334957069} {"data_time": 0.017617113888263702, "eta_seconds": 170279.8721664464, "iteration": 52459, "loss_fcos_cls": 0.2884924088139087, "loss_fcos_ctr": 0.6257660752162337, "loss_fcos_loc": 0.21757970680482686, "loss_mask": 0.30012313183397055, "loss_maskiou": 0.007772530734655447, "loss_sem_seg": 0.311418822966516, "lr": 0.01, "mask_rcnn/accuracy": 0.8600012015675835, "mask_rcnn/false_negative": 0.11458981239491861, "mask_rcnn/false_positive": 0.1398551207111587, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7673686537891626, "total_loss": 1.7401478409010451} {"data_time": 0.018519860692322254, "eta_seconds": 170288.01878556423, "iteration": 52479, "loss_fcos_cls": 0.2952776160091162, "loss_fcos_ctr": 0.6224130298942327, "loss_fcos_loc": 0.23101484193466604, "loss_mask": 0.3158573806285858, "loss_maskiou": 0.007686863653361797, "loss_sem_seg": 0.3424213412217796, "lr": 0.01, "mask_rcnn/accuracy": 0.8482374198018299, "mask_rcnn/false_negative": 0.1116321570958014, "mask_rcnn/false_positive": 0.19322461444536904, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.25, "time": 0.7886015865951777, "total_loss": 1.8182698742602952} {"data_time": 0.01606772653758526, "eta_seconds": 170232.1106227953, "iteration": 52499, "loss_fcos_cls": 0.3044384168460965, "loss_fcos_ctr": 0.6252965340390801, "loss_fcos_loc": 0.22467372007668018, "loss_mask": 0.2857133010402322, "loss_maskiou": 0.007332604160183109, "loss_sem_seg": 0.338943688897416, "lr": 0.01, "mask_rcnn/accuracy": 0.8702658948194661, "mask_rcnn/false_negative": 0.08516920328979759, "mask_rcnn/false_positive": 0.15578054436206012, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7544009331613779, "total_loss": 1.7608663267892553} {"data_time": 0.016171651892364025, "eta_seconds": 170256.70447222702, "iteration": 52519, "loss_fcos_cls": 0.2735652020201087, "loss_fcos_ctr": 0.6266606375575066, "loss_fcos_loc": 0.2201209836639464, "loss_mask": 0.3004163093864918, "loss_maskiou": 0.0067620264599099755, "loss_sem_seg": 0.3015563362278044, "lr": 0.01, "mask_rcnn/accuracy": 0.8779911543268992, "mask_rcnn/false_negative": 0.11099184163360731, "mask_rcnn/false_positive": 0.14916802891527214, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.7892280565574765, "total_loss": 1.742372255968803} {"data_time": 0.015797029249370098, "eta_seconds": 170241.04731555842, "iteration": 52539, "loss_fcos_cls": 0.28865677700378, "loss_fcos_ctr": 0.6271335175260901, "loss_fcos_loc": 0.22226436296477914, "loss_mask": 0.311348230112344, "loss_maskiou": 0.007443287599016912, "loss_sem_seg": 0.3405907144770026, "lr": 0.01, "mask_rcnn/accuracy": 0.8567516922317859, "mask_rcnn/false_negative": 0.09995582879272016, "mask_rcnn/false_positive": 0.17275592457044037, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.25, "time": 0.7777293315157294, "total_loss": 1.8007907220744528} {"data_time": 0.016141675412654877, "eta_seconds": 170271.19983342476, "iteration": 52559, "loss_fcos_cls": 0.31507313856855035, "loss_fcos_ctr": 0.6278676842339337, "loss_fcos_loc": 0.22729947604238987, "loss_mask": 0.30962408473715186, "loss_maskiou": 0.008380633327760734, "loss_sem_seg": 0.340187122579664, "lr": 0.01, "mask_rcnn/accuracy": 0.8558764231499052, "mask_rcnn/false_negative": 0.106159050110173, "mask_rcnn/false_positive": 0.17199997558964852, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7894891984760761, "total_loss": 1.8432436431612587} {"data_time": 0.01643611118197441, "eta_seconds": 170291.43269096967, "iteration": 52579, "loss_fcos_cls": 0.30195804964751005, "loss_fcos_ctr": 0.6267704153433442, "loss_fcos_loc": 0.2312693155836314, "loss_mask": 0.29878525994718075, "loss_maskiou": 0.007659019182028715, "loss_sem_seg": 0.3284726068377495, "lr": 0.01, "mask_rcnn/accuracy": 0.8593872645211931, "mask_rcnn/false_negative": 0.09743824850736336, "mask_rcnn/false_positive": 0.16251353205156868, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7911829510703683, "total_loss": 1.8025529339065542} {"data_time": 0.015398583374917507, "eta_seconds": 170293.14200904686, "iteration": 52599, "loss_fcos_cls": 0.2871485446812585, "loss_fcos_ctr": 0.6251591220498085, "loss_fcos_loc": 0.2160676447674632, "loss_mask": 0.3017566855996847, "loss_maskiou": 0.006956325436476618, "loss_sem_seg": 0.3322241026908159, "lr": 0.01, "mask_rcnn/accuracy": 0.8556173064463881, "mask_rcnn/false_negative": 0.09933779734119932, "mask_rcnn/false_positive": 0.18124277590719054, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7899283161386847, "total_loss": 1.7943454298656434} {"data_time": 0.016355964355170727, "eta_seconds": 170277.47573869769, "iteration": 52619, "loss_fcos_cls": 0.28734984528273344, "loss_fcos_ctr": 0.6253417376428843, "loss_fcos_loc": 0.2237471474800259, "loss_mask": 0.29748431220650673, "loss_maskiou": 0.008078156228293665, "loss_sem_seg": 0.33962335623800755, "lr": 0.01, "mask_rcnn/accuracy": 0.859617836518029, "mask_rcnn/false_negative": 0.10391733589692964, "mask_rcnn/false_positive": 0.15409526518103756, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7831672728061676, "total_loss": 1.7794082964828704} {"data_time": 0.016185173764824867, "eta_seconds": 170280.04708075617, "iteration": 52639, "loss_fcos_cls": 0.2867905613966286, "loss_fcos_ctr": 0.6246138550341129, "loss_fcos_loc": 0.2243112085852772, "loss_mask": 0.30872484389692545, "loss_maskiou": 0.007370387716946425, "loss_sem_seg": 0.3455066280439496, "lr": 0.01, "mask_rcnn/accuracy": 0.8573461884753901, "mask_rcnn/false_negative": 0.11794817705935896, "mask_rcnn/false_positive": 0.16307108487253918, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7867343742400408, "total_loss": 1.7959581333270762} {"data_time": 0.015942832455039024, "eta_seconds": 170272.21500552166, "iteration": 52659, "loss_fcos_cls": 0.293547204695642, "loss_fcos_ctr": 0.6258286805823445, "loss_fcos_loc": 0.21770449657924473, "loss_mask": 0.2972760275006294, "loss_maskiou": 0.007099317663232796, "loss_sem_seg": 0.2901653724256903, "lr": 0.01, "mask_rcnn/accuracy": 0.8561383344546609, "mask_rcnn/false_negative": 0.10912448456106204, "mask_rcnn/false_positive": 0.17943473684016759, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7894328376278281, "total_loss": 1.7276119757152628} {"data_time": 0.017139014787971973, "eta_seconds": 170350.25505517237, "iteration": 52679, "loss_fcos_cls": 0.301515574217774, "loss_fcos_ctr": 0.6245404714718461, "loss_fcos_loc": 0.22105877357535064, "loss_mask": 0.296074983663857, "loss_maskiou": 0.007955608220072463, "loss_sem_seg": 0.32564734388142824, "lr": 0.01, "mask_rcnn/accuracy": 0.8609946899955634, "mask_rcnn/false_negative": 0.09773620991294885, "mask_rcnn/false_positive": 0.14418376225139745, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 34.25, "time": 0.8030582098290324, "total_loss": 1.7918737820000388} {"data_time": 0.015994133427739143, "eta_seconds": 170418.04383780248, "iteration": 52699, "loss_fcos_cls": 0.2786809504032135, "loss_fcos_ctr": 0.6208628956228495, "loss_fcos_loc": 0.2060634233057499, "loss_mask": 0.2781573263928294, "loss_maskiou": 0.00691764333168976, "loss_sem_seg": 0.3094095622655004, "lr": 0.01, "mask_rcnn/accuracy": 0.8759713223620609, "mask_rcnn/false_negative": 0.10307043284119737, "mask_rcnn/false_positive": 0.16136072537675988, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.25, "time": 0.7818394992500544, "total_loss": 1.7184603076675558} {"data_time": 0.017756926827132702, "eta_seconds": 170340.18496098742, "iteration": 52719, "loss_fcos_cls": 0.2927244089078158, "loss_fcos_ctr": 0.6252272622659802, "loss_fcos_loc": 0.22564498987048864, "loss_mask": 0.30084562161937356, "loss_maskiou": 0.007204687688499689, "loss_sem_seg": 0.29989920603111386, "lr": 0.01, "mask_rcnn/accuracy": 0.8770546164894529, "mask_rcnn/false_negative": 0.09649501373659271, "mask_rcnn/false_positive": 0.15493605184622086, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7808777773752809, "total_loss": 1.764132580079604} {"data_time": 0.015667855739593506, "eta_seconds": 170350.2579342015, "iteration": 52739, "loss_fcos_cls": 0.2938319882377982, "loss_fcos_ctr": 0.6258139070123434, "loss_fcos_loc": 0.22583783650770783, "loss_mask": 0.30431070551276207, "loss_maskiou": 0.0070781112590339035, "loss_sem_seg": 0.3151960400864482, "lr": 0.01, "mask_rcnn/accuracy": 0.8559228039041704, "mask_rcnn/false_negative": 0.11019651617505363, "mask_rcnn/false_positive": 0.17973620511770821, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.5, "time": 0.7921175174415112, "total_loss": 1.7880309130559908} {"data_time": 0.017206557095050812, "eta_seconds": 170167.81184625346, "iteration": 52759, "loss_fcos_cls": 0.29937428853008896, "loss_fcos_ctr": 0.6219718968495727, "loss_fcos_loc": 0.21078902113367803, "loss_mask": 0.2891716072335839, "loss_maskiou": 0.007488281567930244, "loss_sem_seg": 0.3233119088690728, "lr": 0.01, "mask_rcnn/accuracy": 0.8738762883778984, "mask_rcnn/false_negative": 0.10855809326543306, "mask_rcnn/false_positive": 0.13443638407551958, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7660095002502203, "total_loss": 1.7945242180285277} {"data_time": 0.01594451442360878, "eta_seconds": 170278.08252111264, "iteration": 52779, "loss_fcos_cls": 0.3065694938413799, "loss_fcos_ctr": 0.6221222449094057, "loss_fcos_loc": 0.21578847849741578, "loss_mask": 0.2853490747511387, "loss_maskiou": 0.007527778274379671, "loss_sem_seg": 0.34913730225525796, "lr": 0.01, "mask_rcnn/accuracy": 0.8629776261153812, "mask_rcnn/false_negative": 0.12098830131993865, "mask_rcnn/false_positive": 0.1408496370525934, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 35.75, "time": 0.8013901840895414, "total_loss": 1.7802060542599065} {"data_time": 0.0169201847165823, "eta_seconds": 170339.61895994283, "iteration": 52799, "loss_fcos_cls": 0.30407451349310577, "loss_fcos_ctr": 0.621525505091995, "loss_fcos_loc": 0.2146150222979486, "loss_mask": 0.31319892406463623, "loss_maskiou": 0.008597905951319262, "loss_sem_seg": 0.37720781471580267, "lr": 0.01, "mask_rcnn/accuracy": 0.8660834192666491, "mask_rcnn/false_negative": 0.09808143969152967, "mask_rcnn/false_positive": 0.17541049259110933, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7968805208802223, "total_loss": 1.8512568905280204} {"data_time": 0.015478458255529404, "eta_seconds": 170246.72678984888, "iteration": 52819, "loss_fcos_cls": 0.2882854000199586, "loss_fcos_ctr": 0.6233157934620976, "loss_fcos_loc": 0.2201782912015915, "loss_mask": 0.30397457629442215, "loss_maskiou": 0.007813320538843982, "loss_sem_seg": 0.32822425570338964, "lr": 0.01, "mask_rcnn/accuracy": 0.8718010040554683, "mask_rcnn/false_negative": 0.10972026664559945, "mask_rcnn/false_positive": 0.15650577624793277, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.25, "time": 0.7520836349576712, "total_loss": 1.7912157056416618} {"data_time": 0.01651536300778389, "eta_seconds": 170063.68958002143, "iteration": 52839, "loss_fcos_cls": 0.2970546749420464, "loss_fcos_ctr": 0.623856003396213, "loss_fcos_loc": 0.22125385492108762, "loss_mask": 0.3051605084910989, "loss_maskiou": 0.00799797204672359, "loss_sem_seg": 0.3029460492543876, "lr": 0.01, "mask_rcnn/accuracy": 0.8799323425022183, "mask_rcnn/false_negative": 0.0914256411110589, "mask_rcnn/false_positive": 0.14870354999609878, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.5, "time": 0.7826837757602334, "total_loss": 1.7660104183887597} {"data_time": 0.01654050499200821, "eta_seconds": 169983.10577175766, "iteration": 52859, "loss_fcos_cls": 0.29482461721636355, "loss_fcos_ctr": 0.6235461486503482, "loss_fcos_loc": 0.2219617689261213, "loss_mask": 0.29601413384079933, "loss_maskiou": 0.006890375618240796, "loss_sem_seg": 0.3102678759023547, "lr": 0.01, "mask_rcnn/accuracy": 0.877833610328911, "mask_rcnn/false_negative": 0.09899802426486798, "mask_rcnn/false_positive": 0.16750449168529186, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.25, "time": 0.771158104762435, "total_loss": 1.788857549741806} {"data_time": 0.016917956992983818, "eta_seconds": 169958.13349880464, "iteration": 52879, "loss_fcos_cls": 0.3006310211494565, "loss_fcos_ctr": 0.6257523624226451, "loss_fcos_loc": 0.21542904374655336, "loss_mask": 0.2965412987396121, "loss_maskiou": 0.00824231428123312, "loss_sem_seg": 0.3299252316355705, "lr": 0.01, "mask_rcnn/accuracy": 0.8697099061685103, "mask_rcnn/false_negative": 0.10418675983146461, "mask_rcnn/false_positive": 0.18007622703976162, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.0, "time": 0.7819661470130086, "total_loss": 1.8131558998211403} {"data_time": 0.015594352968037128, "eta_seconds": 170058.14795380924, "iteration": 52899, "loss_fcos_cls": 0.292407653760165, "loss_fcos_ctr": 0.6237507220357656, "loss_fcos_loc": 0.22207940556108952, "loss_mask": 0.29583247285336256, "loss_maskiou": 0.006572084341314621, "loss_sem_seg": 0.35132459457963705, "lr": 0.01, "mask_rcnn/accuracy": 0.8615995440729484, "mask_rcnn/false_negative": 0.12050021479752293, "mask_rcnn/false_positive": 0.14723701760263125, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7961842827498913, "total_loss": 1.7823278427385958} {"data_time": 0.016358529217541218, "eta_seconds": 170001.03977104835, "iteration": 52919, "loss_fcos_cls": 0.28081771871075034, "loss_fcos_ctr": 0.6255323784425855, "loss_fcos_loc": 0.21887021872680634, "loss_mask": 0.3001781324855983, "loss_maskiou": 0.00839676641044207, "loss_sem_seg": 0.2983559378189966, "lr": 0.01, "mask_rcnn/accuracy": 0.8707930807458119, "mask_rcnn/false_negative": 0.10576777151218053, "mask_rcnn/false_positive": 0.15433105478983314, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.75, "time": 0.7808362245559692, "total_loss": 1.7422710252430988} {"data_time": 0.016162498854100704, "eta_seconds": 170152.6595960576, "iteration": 52939, "loss_fcos_cls": 0.29223207233008, "loss_fcos_ctr": 0.6238997406326234, "loss_fcos_loc": 0.21698293229565024, "loss_mask": 0.3017013999633491, "loss_maskiou": 0.007519800230511464, "loss_sem_seg": 0.31415573321282864, "lr": 0.01, "mask_rcnn/accuracy": 0.8803919944237493, "mask_rcnn/false_negative": 0.10174265662217022, "mask_rcnn/false_positive": 0.13525412291604494, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7895646719262004, "total_loss": 1.7822369596397039} {"data_time": 0.015364459715783596, "eta_seconds": 170078.3172490988, "iteration": 52959, "loss_fcos_cls": 0.2894112797221169, "loss_fcos_ctr": 0.622327771037817, "loss_fcos_loc": 0.22142628789879382, "loss_mask": 0.3045017793774605, "loss_maskiou": 0.007510292547522113, "loss_sem_seg": 0.33416520338505507, "lr": 0.01, "mask_rcnn/accuracy": 0.8504953458003381, "mask_rcnn/false_negative": 0.09346784404035889, "mask_rcnn/false_positive": 0.1862049057060906, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7914059879258275, "total_loss": 1.800329744204646} {"data_time": 0.01582473237067461, "eta_seconds": 170017.42040133476, "iteration": 52979, "loss_fcos_cls": 0.3045171059202403, "loss_fcos_ctr": 0.623214902356267, "loss_fcos_loc": 0.218132778769359, "loss_mask": 0.28711669985204935, "loss_maskiou": 0.007708354853093624, "loss_sem_seg": 0.3108443059027195, "lr": 0.01, "mask_rcnn/accuracy": 0.8688803699880498, "mask_rcnn/false_negative": 0.10920051723893387, "mask_rcnn/false_positive": 0.1801206429785014, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.5, "time": 0.7790191564708948, "total_loss": 1.7526166389288846} {"data_time": 0.015620842576026917, "eta_seconds": 170001.75210928917, "iteration": 52999, "loss_fcos_cls": 0.2948371489183046, "loss_fcos_ctr": 0.6242599533870816, "loss_fcos_loc": 0.22479477408342063, "loss_mask": 0.3129401095211506, "loss_maskiou": 0.007739530876278877, "loss_sem_seg": 0.34743605414405465, "lr": 0.01, "mask_rcnn/accuracy": 0.8673044674368136, "mask_rcnn/false_negative": 0.1243780505581441, "mask_rcnn/false_positive": 0.13726034276541932, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7853993531316519, "total_loss": 1.7863284754566848} {"data_time": 0.016716115176677704, "eta_seconds": 169986.08381724358, "iteration": 53019, "loss_fcos_cls": 0.2946605694014579, "loss_fcos_ctr": 0.6280973628163338, "loss_fcos_loc": 0.21987706050276756, "loss_mask": 0.3060636082664132, "loss_maskiou": 0.007944789860630408, "loss_sem_seg": 0.3418773398734629, "lr": 0.01, "mask_rcnn/accuracy": 0.8913523383491327, "mask_rcnn/false_negative": 0.08225300796475174, "mask_rcnn/false_positive": 0.15429510106793498, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.0, "time": 0.779935073107481, "total_loss": 1.7905413950647926} {"data_time": 0.01538860984146595, "eta_seconds": 170169.3206207147, "iteration": 53039, "loss_fcos_cls": 0.28845149697735906, "loss_fcos_ctr": 0.6265630694106221, "loss_fcos_loc": 0.21862481581047177, "loss_mask": 0.3098611393943429, "loss_maskiou": 0.00677118833118584, "loss_sem_seg": 0.3189863981679082, "lr": 0.01, "mask_rcnn/accuracy": 0.8503489587534618, "mask_rcnn/false_negative": 0.12159288768866654, "mask_rcnn/false_positive": 0.16423556112836502, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.799593617208302, "total_loss": 1.7951665598811815} {"data_time": 0.015647655352950096, "eta_seconds": 170207.01451310143, "iteration": 53059, "loss_fcos_cls": 0.2925932102371007, "loss_fcos_ctr": 0.622627267614007, "loss_fcos_loc": 0.22057570150354877, "loss_mask": 0.2978938324376941, "loss_maskiou": 0.0073803013656288385, "loss_sem_seg": 0.343030026066117, "lr": 0.01, "mask_rcnn/accuracy": 0.8824935962384296, "mask_rcnn/false_negative": 0.09597717190002551, "mask_rcnn/false_positive": 0.16257034406596968, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7898562755435705, "total_loss": 1.7889387019968126} {"data_time": 0.015064561739563942, "eta_seconds": 170169.059376874, "iteration": 53079, "loss_fcos_cls": 0.29554263688623905, "loss_fcos_ctr": 0.6246885694563389, "loss_fcos_loc": 0.21317738550715148, "loss_mask": 0.3032634402625263, "loss_maskiou": 0.007344509518588893, "loss_sem_seg": 0.30980848940089345, "lr": 0.01, "mask_rcnn/accuracy": 0.8714050031203112, "mask_rcnn/false_negative": 0.09189445481166172, "mask_rcnn/false_positive": 0.1593387313329785, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.5, "time": 0.7785327406600118, "total_loss": 1.7519828981166938} {"data_time": 0.01657226402312517, "eta_seconds": 170153.36988075543, "iteration": 53099, "loss_fcos_cls": 0.28768152417615056, "loss_fcos_ctr": 0.6268856641836464, "loss_fcos_loc": 0.2282917401753366, "loss_mask": 0.3071935633197427, "loss_maskiou": 0.007943375763716176, "loss_sem_seg": 0.3231242853216827, "lr": 0.01, "mask_rcnn/accuracy": 0.8618840484911914, "mask_rcnn/false_negative": 0.09966444800458046, "mask_rcnn/false_positive": 0.16675174976055346, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7802928611636162, "total_loss": 1.783725075845723} {"data_time": 0.016462059691548347, "eta_seconds": 170119.22470617853, "iteration": 53119, "loss_fcos_cls": 0.28514401230495423, "loss_fcos_ctr": 0.6250903033651412, "loss_fcos_loc": 0.2242492970544845, "loss_mask": 0.3191830404102802, "loss_maskiou": 0.008444286235317122, "loss_sem_seg": 0.3427146365866065, "lr": 0.01, "mask_rcnn/accuracy": 0.856015001958317, "mask_rcnn/false_negative": 0.14057759509477813, "mask_rcnn/false_positive": 0.15660831607570072, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7783429715782404, "total_loss": 1.7998761519993423} {"data_time": 0.015415945090353489, "eta_seconds": 170089.35071162693, "iteration": 53139, "loss_fcos_cls": 0.3019422506913543, "loss_fcos_ctr": 0.6242102729156613, "loss_fcos_loc": 0.2218666321132332, "loss_mask": 0.3067497881129384, "loss_maskiou": 0.007468131152563728, "loss_sem_seg": 0.302211603615433, "lr": 0.01, "mask_rcnn/accuracy": 0.8515618409525972, "mask_rcnn/false_negative": 0.12118232962683455, "mask_rcnn/false_positive": 0.1775212693454577, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.7817826429381967, "total_loss": 1.7715170372757711} {"data_time": 0.015093820169568062, "eta_seconds": 170086.31248845626, "iteration": 53159, "loss_fcos_cls": 0.2888718331232667, "loss_fcos_ctr": 0.6225797105580568, "loss_fcos_loc": 0.21493688644841313, "loss_mask": 0.2960829483345151, "loss_maskiou": 0.007118818000890315, "loss_sem_seg": 0.3222530195489526, "lr": 0.01, "mask_rcnn/accuracy": 0.8838865334866342, "mask_rcnn/false_negative": 0.0891453209097633, "mask_rcnn/false_positive": 0.12841633608623704, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.0, "time": 0.8010348416864872, "total_loss": 1.74310422448616} {"data_time": 0.017247561365365982, "eta_seconds": 170072.1613235753, "iteration": 53179, "loss_fcos_cls": 0.2882239178288728, "loss_fcos_ctr": 0.6219118935987353, "loss_fcos_loc": 0.21925606043078005, "loss_mask": 0.2978215366601944, "loss_maskiou": 0.007448577496688813, "loss_sem_seg": 0.3142319454345852, "lr": 0.01, "mask_rcnn/accuracy": 0.8857186696282442, "mask_rcnn/false_negative": 0.09144400580596823, "mask_rcnn/false_positive": 0.15552283172732206, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.788864329457283, "total_loss": 1.750488782854518} {"data_time": 0.01487609650939703, "eta_seconds": 170056.47352937423, "iteration": 53199, "loss_fcos_cls": 0.2898814326617867, "loss_fcos_ctr": 0.6232729107141495, "loss_fcos_loc": 0.2139273351058364, "loss_mask": 0.29959749802947044, "loss_maskiou": 0.006781452553695999, "loss_sem_seg": 0.33985628467053175, "lr": 0.01, "mask_rcnn/accuracy": 0.879014468106083, "mask_rcnn/false_negative": 0.09902593766456376, "mask_rcnn/false_positive": 0.1446573727635329, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.5, "time": 0.7738780733197927, "total_loss": 1.7738588975917082} {"data_time": 0.01611139439046383, "eta_seconds": 170045.6798243327, "iteration": 53219, "loss_fcos_cls": 0.28708138479851186, "loss_fcos_ctr": 0.625217666849494, "loss_fcos_loc": 0.22469345689751208, "loss_mask": 0.2997477287426591, "loss_maskiou": 0.007007892170804553, "loss_sem_seg": 0.3092076894827187, "lr": 0.01, "mask_rcnn/accuracy": 0.8752154331550474, "mask_rcnn/false_negative": 0.11940081683917916, "mask_rcnn/false_positive": 0.15730503357896614, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7904387162998319, "total_loss": 1.763244891197246} {"data_time": 0.015909562818706036, "eta_seconds": 170032.89412891213, "iteration": 53239, "loss_fcos_cls": 0.29833177919499576, "loss_fcos_ctr": 0.6244740169495344, "loss_fcos_loc": 0.21722438605502248, "loss_mask": 0.30994674656540155, "loss_maskiou": 0.007496809106669389, "loss_sem_seg": 0.2909608129411936, "lr": 0.01, "mask_rcnn/accuracy": 0.8730368234250222, "mask_rcnn/false_negative": 0.09564064767874117, "mask_rcnn/false_positive": 0.18047687827029457, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7876865081489086, "total_loss": 1.740029396227328} {"data_time": 0.014992189593613148, "eta_seconds": 170009.410146771, "iteration": 53259, "loss_fcos_cls": 0.28946269140578806, "loss_fcos_ctr": 0.624499945435673, "loss_fcos_loc": 0.2226305240765214, "loss_mask": 0.30155358184129, "loss_maskiou": 0.006972679453610908, "loss_sem_seg": 0.31333231553435326, "lr": 0.01, "mask_rcnn/accuracy": 0.8769813355722036, "mask_rcnn/false_negative": 0.0848747235160278, "mask_rcnn/false_positive": 0.19753250387799512, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7821044521406293, "total_loss": 1.781514255097136} {"data_time": 0.016163332387804985, "eta_seconds": 169993.72235256992, "iteration": 53279, "loss_fcos_cls": 0.2936274961102754, "loss_fcos_ctr": 0.6261293552815914, "loss_fcos_loc": 0.23139880085363984, "loss_mask": 0.2990019051358104, "loss_maskiou": 0.007161235742387362, "loss_sem_seg": 0.3649633852764964, "lr": 0.01, "mask_rcnn/accuracy": 0.8727872239997694, "mask_rcnn/false_negative": 0.11937445960200276, "mask_rcnn/false_positive": 0.13757380483328024, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7986827492713928, "total_loss": 1.7900998031400377} {"data_time": 0.015507391653954983, "eta_seconds": 169963.85882459395, "iteration": 53299, "loss_fcos_cls": 0.29119806876406074, "loss_fcos_ctr": 0.6247206260450184, "loss_fcos_loc": 0.22553863970097154, "loss_mask": 0.30847162660211325, "loss_maskiou": 0.007905093909357674, "loss_sem_seg": 0.3170449463650584, "lr": 0.01, "mask_rcnn/accuracy": 0.8705088047877378, "mask_rcnn/false_negative": 0.10717590936988104, "mask_rcnn/false_positive": 0.15753273574580043, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.5, "time": 0.7715059034526348, "total_loss": 1.763665874954313} {"data_time": 0.015215463005006313, "eta_seconds": 169948.17233871482, "iteration": 53319, "loss_fcos_cls": 0.2983492133207619, "loss_fcos_ctr": 0.6246820194646716, "loss_fcos_loc": 0.2272790726274252, "loss_mask": 0.3044485170394182, "loss_maskiou": 0.007626182574313134, "loss_sem_seg": 0.3415367533452809, "lr": 0.01, "mask_rcnn/accuracy": 0.856313144069509, "mask_rcnn/false_negative": 0.11323466658963648, "mask_rcnn/false_positive": 0.1637113416896399, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.5, "time": 0.7886341456323862, "total_loss": 1.8193352563248482} {"data_time": 0.015228424221277237, "eta_seconds": 169987.3328297697, "iteration": 53339, "loss_fcos_cls": 0.2973879985511303, "loss_fcos_ctr": 0.6216486357152462, "loss_fcos_loc": 0.21399700012989342, "loss_mask": 0.29252158803865314, "loss_maskiou": 0.007590001026983373, "loss_sem_seg": 0.3191648917272687, "lr": 0.01, "mask_rcnn/accuracy": 0.8543346088435374, "mask_rcnn/false_negative": 0.13425848860324885, "mask_rcnn/false_positive": 0.15894548192525998, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.8057338884100318, "total_loss": 1.7634151997190202} {"data_time": 0.017126689665019512, "eta_seconds": 170068.1399195362, "iteration": 53359, "loss_fcos_cls": 0.28817340871319175, "loss_fcos_ctr": 0.6261159423738718, "loss_fcos_loc": 0.2197023881599307, "loss_mask": 0.29577742982655764, "loss_maskiou": 0.006983825340284966, "loss_sem_seg": 0.32472920697182417, "lr": 0.01, "mask_rcnn/accuracy": 0.8551739195477361, "mask_rcnn/false_negative": 0.12020818679680956, "mask_rcnn/false_positive": 0.15917253747564225, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7962560895830393, "total_loss": 1.757322126213694} {"data_time": 0.01778940763324499, "eta_seconds": 170140.70812294073, "iteration": 53379, "loss_fcos_cls": 0.29754304978996515, "loss_fcos_ctr": 0.6237073531374335, "loss_fcos_loc": 0.21801976603455842, "loss_mask": 0.2901947172358632, "loss_maskiou": 0.007693958992604166, "loss_sem_seg": 0.3147372780367732, "lr": 0.01, "mask_rcnn/accuracy": 0.881930372621862, "mask_rcnn/false_negative": 0.0907367545196934, "mask_rcnn/false_positive": 0.14716041240723302, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.25, "time": 0.7868133904412389, "total_loss": 1.7567205200757599} {"data_time": 0.01828814297914505, "eta_seconds": 169972.53202851955, "iteration": 53399, "loss_fcos_cls": 0.29920415312517434, "loss_fcos_ctr": 0.6246777847409248, "loss_fcos_loc": 0.21997846476733685, "loss_mask": 0.2891784943640232, "loss_maskiou": 0.006307293340796605, "loss_sem_seg": 0.32962400931864977, "lr": 0.01, "mask_rcnn/accuracy": 0.8855978447077033, "mask_rcnn/false_negative": 0.09186944887850437, "mask_rcnn/false_positive": 0.14632004341139135, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.5, "time": 0.7732697147876024, "total_loss": 1.7889172547293128} {"data_time": 0.01606050506234169, "eta_seconds": 170109.29090888985, "iteration": 53419, "loss_fcos_cls": 0.2922966140322387, "loss_fcos_ctr": 0.6240241946652532, "loss_fcos_loc": 0.22458897740580142, "loss_mask": 0.3112385109998286, "loss_maskiou": 0.007889927685027942, "loss_sem_seg": 0.33544981805607677, "lr": 0.01, "mask_rcnn/accuracy": 0.8674421331032414, "mask_rcnn/false_negative": 0.10764732608835095, "mask_rcnn/false_positive": 0.17255590819165545, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.7918380731716752, "total_loss": 1.8179683364178345} {"data_time": 0.016128763556480408, "eta_seconds": 169941.14297084603, "iteration": 53439, "loss_fcos_cls": 0.2986880377866328, "loss_fcos_ctr": 0.6238263491541147, "loss_fcos_loc": 0.21856941728037782, "loss_mask": 0.2871549054980278, "loss_maskiou": 0.006881493784021586, "loss_sem_seg": 0.33215593500062823, "lr": 0.01, "mask_rcnn/accuracy": 0.8814759298671024, "mask_rcnn/false_negative": 0.09252411616419262, "mask_rcnn/false_positive": 0.15013594874923725, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7650320772081614, "total_loss": 1.764975001278799} {"data_time": 0.01593509316444397, "eta_seconds": 170170.6699085217, "iteration": 53459, "loss_fcos_cls": 0.28672110033221543, "loss_fcos_ctr": 0.6236668722704053, "loss_fcos_loc": 0.21780251408927143, "loss_mask": 0.28795560635626316, "loss_maskiou": 0.007328954408876598, "loss_sem_seg": 0.3112123073078692, "lr": 0.01, "mask_rcnn/accuracy": 0.8607109869809993, "mask_rcnn/false_negative": 0.10364383484227843, "mask_rcnn/false_positive": 0.19696910691677372, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.5, "time": 0.800896474160254, "total_loss": 1.7586076839652378} {"data_time": 0.015849926508963108, "eta_seconds": 170100.18797730654, "iteration": 53479, "loss_fcos_cls": 0.2846313323825598, "loss_fcos_ctr": 0.6254068668931723, "loss_fcos_loc": 0.22085724386852235, "loss_mask": 0.31027461029589176, "loss_maskiou": 0.007533129297371488, "loss_sem_seg": 0.32156140450388193, "lr": 0.01, "mask_rcnn/accuracy": 0.8527633272691616, "mask_rcnn/false_negative": 0.10951664081067874, "mask_rcnn/false_positive": 0.18219577311258767, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 39.0, "time": 0.7806057119742036, "total_loss": 1.8058049740357092} {"data_time": 0.014669680967926979, "eta_seconds": 170238.30837468803, "iteration": 53499, "loss_fcos_cls": 0.29933982621878386, "loss_fcos_ctr": 0.625999535433948, "loss_fcos_loc": 0.22638548963004723, "loss_mask": 0.3001725785434246, "loss_maskiou": 0.006933108234079555, "loss_sem_seg": 0.3306817775592208, "lr": 0.01, "mask_rcnn/accuracy": 0.8695700054215234, "mask_rcnn/false_negative": 0.10187569608373184, "mask_rcnn/false_positive": 0.18455617002207672, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7887136489152908, "total_loss": 1.808823204046348} {"data_time": 0.016682812944054604, "eta_seconds": 170211.09752680082, "iteration": 53519, "loss_fcos_cls": 0.27812252286821604, "loss_fcos_ctr": 0.6228873264044523, "loss_fcos_loc": 0.21064853598363698, "loss_mask": 0.2909871768206358, "loss_maskiou": 0.007326542734517716, "loss_sem_seg": 0.3181431032717228, "lr": 0.01, "mask_rcnn/accuracy": 0.8642719714148286, "mask_rcnn/false_negative": 0.1032608649948237, "mask_rcnn/false_positive": 0.17240821810655074, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7857548035681248, "total_loss": 1.7360550384328235} {"data_time": 0.01624983921647072, "eta_seconds": 170169.94386892114, "iteration": 53539, "loss_fcos_cls": 0.28906967397779226, "loss_fcos_ctr": 0.6262739417143166, "loss_fcos_loc": 0.22918058378854766, "loss_mask": 0.2988384151831269, "loss_maskiou": 0.006952235213248059, "loss_sem_seg": 0.319796136347577, "lr": 0.01, "mask_rcnn/accuracy": 0.8654572294033893, "mask_rcnn/false_negative": 0.10270803866627705, "mask_rcnn/false_positive": 0.16000465256966043, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7711945744231343, "total_loss": 1.7890974443071173} {"data_time": 0.01667502522468567, "eta_seconds": 170135.98695397004, "iteration": 53559, "loss_fcos_cls": 0.29783202474936843, "loss_fcos_ctr": 0.624444036744535, "loss_fcos_loc": 0.22477645962499082, "loss_mask": 0.3069343622773886, "loss_maskiou": 0.007503896675189026, "loss_sem_seg": 0.3388214632868767, "lr": 0.01, "mask_rcnn/accuracy": 0.8690728992461261, "mask_rcnn/false_negative": 0.11340910995666703, "mask_rcnn/false_positive": 0.15008760744244298, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7840491747483611, "total_loss": 1.794220749172382} {"data_time": 0.015370040200650692, "eta_seconds": 170112.3229326019, "iteration": 53579, "loss_fcos_cls": 0.29126591910608113, "loss_fcos_ctr": 0.621307834982872, "loss_fcos_loc": 0.21135739865712821, "loss_mask": 0.2949505830183625, "loss_maskiou": 0.007742850764770992, "loss_sem_seg": 0.3156240959651768, "lr": 0.01, "mask_rcnn/accuracy": 0.8767561042274052, "mask_rcnn/false_negative": 0.0917078908331643, "mask_rcnn/false_positive": 0.1573642018012168, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.786963582970202, "total_loss": 1.7395722080837004} {"data_time": 0.01466683391481638, "eta_seconds": 170104.5444847606, "iteration": 53599, "loss_fcos_cls": 0.2970352105330676, "loss_fcos_ctr": 0.6203846130520105, "loss_fcos_loc": 0.20497243583668023, "loss_mask": 0.28334544505923986, "loss_maskiou": 0.0069499919336522, "loss_sem_seg": 0.3402178375981748, "lr": 0.01, "mask_rcnn/accuracy": 0.8753761713396793, "mask_rcnn/false_negative": 0.07574280519979673, "mask_rcnn/false_positive": 0.1591509282328133, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7883011884987354, "total_loss": 1.7425918914523209} {"data_time": 0.01603266131132841, "eta_seconds": 170095.28178098146, "iteration": 53619, "loss_fcos_cls": 0.2890469110570848, "loss_fcos_ctr": 0.6253211861476302, "loss_fcos_loc": 0.21510257199406624, "loss_mask": 0.3047784883528948, "loss_maskiou": 0.00757006170169916, "loss_sem_seg": 0.30772038036957383, "lr": 0.01, "mask_rcnn/accuracy": 0.8631218112244898, "mask_rcnn/false_negative": 0.10302483681211966, "mask_rcnn/false_positive": 0.17282111109918277, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.0, "time": 0.7783788042142987, "total_loss": 1.7594700499030296} {"data_time": 0.015343571081757545, "eta_seconds": 170065.16143082548, "iteration": 53639, "loss_fcos_cls": 0.2887320148292929, "loss_fcos_ctr": 0.6239535962231457, "loss_fcos_loc": 0.22027774702291936, "loss_mask": 0.3029761891812086, "loss_maskiou": 0.008067402653978206, "loss_sem_seg": 0.340435978025198, "lr": 0.01, "mask_rcnn/accuracy": 0.8525803691733329, "mask_rcnn/false_negative": 0.11088200587231575, "mask_rcnn/false_positive": 0.16644224740941665, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7837523324415088, "total_loss": 1.788862350236741} {"data_time": 0.016574759036302567, "eta_seconds": 169905.83817135636, "iteration": 53659, "loss_fcos_cls": 0.2996952177491039, "loss_fcos_ctr": 0.6244305353611708, "loss_fcos_loc": 0.22427192947361618, "loss_mask": 0.30234663002192974, "loss_maskiou": 0.006971974391490221, "loss_sem_seg": 0.30165280727669597, "lr": 0.01, "mask_rcnn/accuracy": 0.8686520820449392, "mask_rcnn/false_negative": 0.10671544772942583, "mask_rcnn/false_positive": 0.1876777858621249, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7738734465092421, "total_loss": 1.7733555506565608} {"data_time": 0.016837350092828274, "eta_seconds": 169683.6147915451, "iteration": 53679, "loss_fcos_cls": 0.30653750663623214, "loss_fcos_ctr": 0.624167412519455, "loss_fcos_loc": 0.21904583019204438, "loss_mask": 0.3043552963063121, "loss_maskiou": 0.007264642350492068, "loss_sem_seg": 0.3163468367420137, "lr": 0.01, "mask_rcnn/accuracy": 0.8368838830174927, "mask_rcnn/false_negative": 0.10076248329656862, "mask_rcnn/false_positive": 0.22112443796530765, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 25.25, "time": 0.7817463167011738, "total_loss": 1.7671004708463443} {"data_time": 0.016339045017957687, "eta_seconds": 169670.19594927505, "iteration": 53699, "loss_fcos_cls": 0.29587474709842354, "loss_fcos_ctr": 0.6240427196025848, "loss_fcos_loc": 0.22107431502081454, "loss_mask": 0.298819481395185, "loss_maskiou": 0.007233807977172546, "loss_sem_seg": 0.3375818361528218, "lr": 0.01, "mask_rcnn/accuracy": 0.8621632980115124, "mask_rcnn/false_negative": 0.1160575741343415, "mask_rcnn/false_positive": 0.16647430292210152, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.75, "time": 0.8021492846310139, "total_loss": 1.760374948498793} {"data_time": 0.017136042937636375, "eta_seconds": 170016.67262316216, "iteration": 53719, "loss_fcos_cls": 0.3070444134064019, "loss_fcos_ctr": 0.6246870262548327, "loss_fcos_loc": 0.2280861223116517, "loss_mask": 0.3138402374461293, "loss_maskiou": 0.007379823509836569, "loss_sem_seg": 0.34641734790056944, "lr": 0.01, "mask_rcnn/accuracy": 0.8650404452952658, "mask_rcnn/false_negative": 0.10711722670164761, "mask_rcnn/false_positive": 0.16906813559056455, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7940735770389438, "total_loss": 1.818563499415177} {"data_time": 0.016743842512369156, "eta_seconds": 169994.4958425276, "iteration": 53739, "loss_fcos_cls": 0.28356657177209854, "loss_fcos_ctr": 0.6239998703822494, "loss_fcos_loc": 0.21668997197411954, "loss_mask": 0.29148951917886734, "loss_maskiou": 0.006984339983318932, "loss_sem_seg": 0.3112626699730754, "lr": 0.01, "mask_rcnn/accuracy": 0.8578863811534465, "mask_rcnn/false_negative": 0.11249351500016747, "mask_rcnn/false_positive": 0.18101018753668166, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.5, "time": 0.7906461283564568, "total_loss": 1.7235054045013385} {"data_time": 0.015455560758709908, "eta_seconds": 170023.79879396688, "iteration": 53759, "loss_fcos_cls": 0.3304948848672211, "loss_fcos_ctr": 0.6293574613519013, "loss_fcos_loc": 0.23301102011464536, "loss_mask": 0.3047487214207649, "loss_maskiou": 0.007895125425420702, "loss_sem_seg": 0.3264896688051522, "lr": 0.01, "mask_rcnn/accuracy": 0.8702720953246164, "mask_rcnn/false_negative": 0.08892845694951021, "mask_rcnn/false_positive": 0.16115338622798084, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.780836520716548, "total_loss": 1.8612473394314293} {"data_time": 0.01568907778710127, "eta_seconds": 169969.50712847058, "iteration": 53779, "loss_fcos_cls": 0.2933569084852934, "loss_fcos_ctr": 0.6230371994897723, "loss_fcos_loc": 0.2230703269597143, "loss_mask": 0.3159122997894883, "loss_maskiou": 0.008218139875680208, "loss_sem_seg": 0.30241722986102104, "lr": 0.01, "mask_rcnn/accuracy": 0.862011693210205, "mask_rcnn/false_negative": 0.10073502353535013, "mask_rcnn/false_positive": 0.16823082629999409, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 40.25, "time": 0.7902551051229239, "total_loss": 1.7740347724611638} {"data_time": 0.015185579657554626, "eta_seconds": 169939.39742608834, "iteration": 53799, "loss_fcos_cls": 0.2981854185927659, "loss_fcos_ctr": 0.623488599434495, "loss_fcos_loc": 0.21799709601327777, "loss_mask": 0.29105569142848253, "loss_maskiou": 0.006552593258675188, "loss_sem_seg": 0.31029332196339965, "lr": 0.01, "mask_rcnn/accuracy": 0.8453113272100217, "mask_rcnn/false_negative": 0.09568616420435602, "mask_rcnn/false_positive": 0.1900803125926423, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7834747331216931, "total_loss": 1.727344476035796} {"data_time": 0.01595453917980194, "eta_seconds": 169923.6769254962, "iteration": 53819, "loss_fcos_cls": 0.29797795799095184, "loss_fcos_ctr": 0.6253182273358107, "loss_fcos_loc": 0.2291200184263289, "loss_mask": 0.2901325598359108, "loss_maskiou": 0.006853087659692392, "loss_sem_seg": 0.3069740254431963, "lr": 0.01, "mask_rcnn/accuracy": 0.8766671142141067, "mask_rcnn/false_negative": 0.10595638739140602, "mask_rcnn/false_positive": 0.12607353021805195, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.5, "time": 0.7799206236377358, "total_loss": 1.7749907273973804} {"data_time": 0.016681181266903877, "eta_seconds": 169915.88966950402, "iteration": 53839, "loss_fcos_cls": 0.2965941394213587, "loss_fcos_ctr": 0.6238005496561527, "loss_fcos_loc": 0.22154803515877575, "loss_mask": 0.30448661651462317, "loss_maskiou": 0.007903848047135398, "loss_sem_seg": 0.30929390527307987, "lr": 0.01, "mask_rcnn/accuracy": 0.8403807461199583, "mask_rcnn/false_negative": 0.1275551482423236, "mask_rcnn/false_positive": 0.17237125730841585, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.7833973914384842, "total_loss": 1.7839548650663346} {"data_time": 0.01754661463201046, "eta_seconds": 169933.41444490012, "iteration": 53859, "loss_fcos_cls": 0.2876125886105001, "loss_fcos_ctr": 0.6237763799726963, "loss_fcos_loc": 0.21596902003511786, "loss_mask": 0.2868956262245774, "loss_maskiou": 0.00771267298841849, "loss_sem_seg": 0.33569728769361973, "lr": 0.01, "mask_rcnn/accuracy": 0.872477356961242, "mask_rcnn/false_negative": 0.10370242335675658, "mask_rcnn/false_positive": 0.13282185131958713, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.5, "time": 0.7867696704342961, "total_loss": 1.7760326439456549} {"data_time": 0.017202344723045826, "eta_seconds": 170032.05469010957, "iteration": 53879, "loss_fcos_cls": 0.294209994841367, "loss_fcos_ctr": 0.6239838153123856, "loss_fcos_loc": 0.2203281307592988, "loss_mask": 0.29175348300486803, "loss_maskiou": 0.007084305128955748, "loss_sem_seg": 0.3206297946162522, "lr": 0.01, "mask_rcnn/accuracy": 0.8631129360611239, "mask_rcnn/false_negative": 0.12100775142089636, "mask_rcnn/false_positive": 0.14516534266086642, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.0, "time": 0.7971666399389505, "total_loss": 1.7741795589681715} {"data_time": 0.01638607680797577, "eta_seconds": 169901.96582303848, "iteration": 53899, "loss_fcos_cls": 0.2885320868808776, "loss_fcos_ctr": 0.6221274947747588, "loss_fcos_loc": 0.2177523666759953, "loss_mask": 0.30799644254148006, "loss_maskiou": 0.007518315251218155, "loss_sem_seg": 0.33200585935264826, "lr": 0.01, "mask_rcnn/accuracy": 0.8814094387755103, "mask_rcnn/false_negative": 0.10658669686493574, "mask_rcnn/false_positive": 0.1526477615528816, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7809495497494936, "total_loss": 1.7728826299426146} {"data_time": 0.01671468000859022, "eta_seconds": 169950.52033857163, "iteration": 53919, "loss_fcos_cls": 0.310387646430172, "loss_fcos_ctr": 0.6250674733892083, "loss_fcos_loc": 0.2299733858089894, "loss_mask": 0.30706975143402815, "loss_maskiou": 0.007417582761263475, "loss_sem_seg": 0.2911860067397356, "lr": 0.01, "mask_rcnn/accuracy": 0.8696889685826021, "mask_rcnn/false_negative": 0.09775061457455524, "mask_rcnn/false_positive": 0.16080877707425517, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.786983854137361, "total_loss": 1.7417991065012757} {"data_time": 0.015888748690485954, "eta_seconds": 169843.7324759597, "iteration": 53939, "loss_fcos_cls": 0.29149949364364147, "loss_fcos_ctr": 0.6248737992718816, "loss_fcos_loc": 0.21917358716018498, "loss_mask": 0.3029835196211934, "loss_maskiou": 0.007799458224326372, "loss_sem_seg": 0.32286206632852554, "lr": 0.01, "mask_rcnn/accuracy": 0.8659614707952147, "mask_rcnn/false_negative": 0.097332146756651, "mask_rcnn/false_positive": 0.16640942892289917, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.5, "time": 0.77407406270504, "total_loss": 1.772245169719099} {"data_time": 0.01599630992859602, "eta_seconds": 169813.6334213512, "iteration": 53959, "loss_fcos_cls": 0.2864984115585685, "loss_fcos_ctr": 0.6256626090034842, "loss_fcos_loc": 0.22926590335555375, "loss_mask": 0.2969597801566124, "loss_maskiou": 0.007145163966924883, "loss_sem_seg": 0.30056365858763456, "lr": 0.01, "mask_rcnn/accuracy": 0.8740364033544452, "mask_rcnn/false_negative": 0.10084965044731209, "mask_rcnn/false_positive": 0.15379955421156283, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.5, "time": 0.7938388586044312, "total_loss": 1.7361657453948283} {"data_time": 0.014995587058365345, "eta_seconds": 169805.841027271, "iteration": 53979, "loss_fcos_cls": 0.2819460271857679, "loss_fcos_ctr": 0.6238021133467555, "loss_fcos_loc": 0.217548122163862, "loss_mask": 0.2910385811701417, "loss_maskiou": 0.0073000121337827295, "loss_sem_seg": 0.32440117513760924, "lr": 0.01, "mask_rcnn/accuracy": 0.8713213972224835, "mask_rcnn/false_negative": 0.1123949576742438, "mask_rcnn/false_positive": 0.1838297047620568, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 39.5, "time": 0.792470839805901, "total_loss": 1.74328182345198} {"data_time": 0.01485326699912548, "eta_seconds": 169806.4283695314, "iteration": 53999, "loss_fcos_cls": 0.2891284804791212, "loss_fcos_ctr": 0.6224439973011613, "loss_fcos_loc": 0.22088967310264707, "loss_mask": 0.2917556092143059, "loss_maskiou": 0.007442022964823991, "loss_sem_seg": 0.32818466424942017, "lr": 0.01, "mask_rcnn/accuracy": 0.8647683987978754, "mask_rcnn/false_negative": 0.12153667911098257, "mask_rcnn/false_positive": 0.1626494573294258, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.8073370428755879, "total_loss": 1.7545834912889404} {"data_time": 0.015378577634692192, "eta_seconds": 169813.91226859484, "iteration": 54019, "loss_fcos_cls": 0.30632303887978196, "loss_fcos_ctr": 0.6244226666167378, "loss_fcos_loc": 0.21949152671732008, "loss_mask": 0.29338004533201456, "loss_maskiou": 0.007121194270439446, "loss_sem_seg": 0.32405651547014713, "lr": 0.01, "mask_rcnn/accuracy": 0.8558841668535546, "mask_rcnn/false_negative": 0.11555226966059937, "mask_rcnn/false_positive": 0.16818117513544606, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7870030021294951, "total_loss": 1.778259522805456} {"data_time": 0.0168611416593194, "eta_seconds": 169765.1233181404, "iteration": 54039, "loss_fcos_cls": 0.28924251766875386, "loss_fcos_ctr": 0.6241469886153936, "loss_fcos_loc": 0.21308844885788858, "loss_mask": 0.2844679728150368, "loss_maskiou": 0.0069935557403368875, "loss_sem_seg": 0.34221314638853073, "lr": 0.01, "mask_rcnn/accuracy": 0.88274366643209, "mask_rcnn/false_negative": 0.09791109671991935, "mask_rcnn/false_positive": 0.13243593062545334, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.5, "time": 0.7885871110484004, "total_loss": 1.75612265676682} {"data_time": 0.01721656136214733, "eta_seconds": 169397.86757609155, "iteration": 54059, "loss_fcos_cls": 0.2794718297664076, "loss_fcos_ctr": 0.6247174078598619, "loss_fcos_loc": 0.21249462896957994, "loss_mask": 0.29548195749521255, "loss_maskiou": 0.00782676764356438, "loss_sem_seg": 0.32193528418429196, "lr": 0.01, "mask_rcnn/accuracy": 0.8654359725144565, "mask_rcnn/false_negative": 0.13146882864462833, "mask_rcnn/false_positive": 0.1465556003851854, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.75, "time": 0.7696284400299191, "total_loss": 1.744414361572126} {"data_time": 0.01633423287421465, "eta_seconds": 169382.1783028571, "iteration": 54079, "loss_fcos_cls": 0.29698979581007734, "loss_fcos_ctr": 0.6248015342280269, "loss_fcos_loc": 0.22199646243825555, "loss_mask": 0.3024871228262782, "loss_maskiou": 0.007753508718451485, "loss_sem_seg": 0.35170985059812665, "lr": 0.01, "mask_rcnn/accuracy": 0.8637182193306427, "mask_rcnn/false_negative": 0.1157702352913742, "mask_rcnn/false_positive": 0.1721075634709186, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7666186923161149, "total_loss": 1.8273811495382688} {"data_time": 0.017554991878569126, "eta_seconds": 169583.91902771685, "iteration": 54099, "loss_fcos_cls": 0.2926690145395696, "loss_fcos_ctr": 0.6267739697359502, "loss_fcos_loc": 0.23374671582132578, "loss_mask": 0.31995693035423756, "loss_maskiou": 0.008384539102735289, "loss_sem_seg": 0.34648024942725897, "lr": 0.01, "mask_rcnn/accuracy": 0.8701419607251768, "mask_rcnn/false_negative": 0.09348700233725805, "mask_rcnn/false_positive": 0.17341209103001126, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7896213764324784, "total_loss": 1.8367955446592532} {"data_time": 0.015491773374378681, "eta_seconds": 169702.23599188495, "iteration": 54119, "loss_fcos_cls": 0.29054456332232803, "loss_fcos_ctr": 0.6236456017941236, "loss_fcos_loc": 0.220482217380777, "loss_mask": 0.3231464922428131, "loss_maskiou": 0.009025336446939036, "loss_sem_seg": 0.36455853190273046, "lr": 0.01, "mask_rcnn/accuracy": 0.8475782620740604, "mask_rcnn/false_negative": 0.1144524183512076, "mask_rcnn/false_positive": 0.1598031341036241, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.8004258051514626, "total_loss": 1.82271742192097} {"data_time": 0.018323677591979504, "eta_seconds": 169626.92742611002, "iteration": 54139, "loss_fcos_cls": 0.31102090037893504, "loss_fcos_ctr": 0.6267423136159778, "loss_fcos_loc": 0.22094973642379045, "loss_mask": 0.30620101653039455, "loss_maskiou": 0.007254355601617135, "loss_sem_seg": 0.35120734944939613, "lr": 0.01, "mask_rcnn/accuracy": 0.8694321258742597, "mask_rcnn/false_negative": 0.1025517300641746, "mask_rcnn/false_positive": 0.1356682857871483, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.25, "time": 0.7624868592247367, "total_loss": 1.7999435628735228} {"data_time": 0.01580016128718853, "eta_seconds": 169611.21111538913, "iteration": 54159, "loss_fcos_cls": 0.3074017504695803, "loss_fcos_ctr": 0.6209470378234982, "loss_fcos_loc": 0.21598165086470544, "loss_mask": 0.28542266972362995, "loss_maskiou": 0.006921845182660036, "loss_sem_seg": 0.34124006144702435, "lr": 0.01, "mask_rcnn/accuracy": 0.8772167812346383, "mask_rcnn/false_negative": 0.09868735332764278, "mask_rcnn/false_positive": 0.13611930050888327, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.75, "time": 0.7952551860362291, "total_loss": 1.768301966774743} {"data_time": 0.016365106217563152, "eta_seconds": 169595.49480466824, "iteration": 54179, "loss_fcos_cls": 0.2971980652073398, "loss_fcos_ctr": 0.6247330047190189, "loss_fcos_loc": 0.22797132597770542, "loss_mask": 0.30389336310327053, "loss_maskiou": 0.007595636183395982, "loss_sem_seg": 0.3422786253504455, "lr": 0.01, "mask_rcnn/accuracy": 0.8808728067729824, "mask_rcnn/false_negative": 0.0961177856135957, "mask_rcnn/false_positive": 0.16346945817758235, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7912786174565554, "total_loss": 1.810359783048625} {"data_time": 0.017094071954488754, "eta_seconds": 169632.90744661912, "iteration": 54199, "loss_fcos_cls": 0.29108627466484904, "loss_fcos_ctr": 0.6240497995167971, "loss_fcos_loc": 0.21588895516470075, "loss_mask": 0.30841108225286007, "loss_maskiou": 0.0074215194035787135, "loss_sem_seg": 0.3193645318970084, "lr": 0.01, "mask_rcnn/accuracy": 0.8703612466396013, "mask_rcnn/false_negative": 0.09989290990796096, "mask_rcnn/false_positive": 0.15503456772580868, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 30.75, "time": 0.7975191958248615, "total_loss": 1.7611262827122118} {"data_time": 0.0181680079549551, "eta_seconds": 169620.75107190292, "iteration": 54219, "loss_fcos_cls": 0.30318157747387886, "loss_fcos_ctr": 0.6276230402290821, "loss_fcos_loc": 0.22616846108576283, "loss_mask": 0.3065892895683646, "loss_maskiou": 0.007752954072202556, "loss_sem_seg": 0.3115288498811424, "lr": 0.01, "mask_rcnn/accuracy": 0.859000008840656, "mask_rcnn/false_negative": 0.11004276201584798, "mask_rcnn/false_positive": 0.13759219802496964, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.75, "time": 0.7914163302630186, "total_loss": 1.7983300753403455} {"data_time": 0.01646456867456436, "eta_seconds": 169605.02950688358, "iteration": 54239, "loss_fcos_cls": 0.2851224490441382, "loss_fcos_ctr": 0.6225548516958952, "loss_fcos_loc": 0.2131580945570022, "loss_mask": 0.3011528067290783, "loss_maskiou": 0.007357007445534691, "loss_sem_seg": 0.3415203597396612, "lr": 0.01, "mask_rcnn/accuracy": 0.8880538033395176, "mask_rcnn/false_negative": 0.09999754467163052, "mask_rcnn/false_positive": 0.12663456040934085, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7837683847174048, "total_loss": 1.7648922667722218} {"data_time": 0.014899671077728271, "eta_seconds": 169577.82591246907, "iteration": 54259, "loss_fcos_cls": 0.28483049548231065, "loss_fcos_ctr": 0.6237998520955443, "loss_fcos_loc": 0.21578920911997557, "loss_mask": 0.29732966609299183, "loss_maskiou": 0.0068219358727219515, "loss_sem_seg": 0.319209854118526, "lr": 0.01, "mask_rcnn/accuracy": 0.8656217012667136, "mask_rcnn/false_negative": 0.11419316336037012, "mask_rcnn/false_positive": 0.1614038889787167, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.777613497339189, "total_loss": 1.727094169400516} {"data_time": 0.01646799687296152, "eta_seconds": 169543.47822628263, "iteration": 54279, "loss_fcos_cls": 0.2953133847331628, "loss_fcos_ctr": 0.6206375185865909, "loss_fcos_loc": 0.21783412504009902, "loss_mask": 0.29299292247742414, "loss_maskiou": 0.007846397551475093, "loss_sem_seg": 0.30445525143295527, "lr": 0.01, "mask_rcnn/accuracy": 0.8735056522609044, "mask_rcnn/false_negative": 0.10561323662371414, "mask_rcnn/false_positive": 0.16251659263183435, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7826848551630974, "total_loss": 1.7547294614632847} {"data_time": 0.0154859134927392, "eta_seconds": 169593.7637581462, "iteration": 54299, "loss_fcos_cls": 0.29523603711277246, "loss_fcos_ctr": 0.6230885703116655, "loss_fcos_loc": 0.22230161540210247, "loss_mask": 0.3008656511083245, "loss_maskiou": 0.008022095724300016, "loss_sem_seg": 0.3081550346687436, "lr": 0.01, "mask_rcnn/accuracy": 0.8587138060352346, "mask_rcnn/false_negative": 0.0933591168892087, "mask_rcnn/false_positive": 0.19137266962236077, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 32.5, "time": 0.7890042085200548, "total_loss": 1.808074496279005} {"data_time": 0.01698771584779024, "eta_seconds": 169622.5248281518, "iteration": 54319, "loss_fcos_cls": 0.29288531513884664, "loss_fcos_ctr": 0.6235756911337376, "loss_fcos_loc": 0.2171014801133424, "loss_mask": 0.29476163256913424, "loss_maskiou": 0.007577432777907234, "loss_sem_seg": 0.3186971484683454, "lr": 0.01, "mask_rcnn/accuracy": 0.8731080902680708, "mask_rcnn/false_negative": 0.09081499786121064, "mask_rcnn/false_positive": 0.1900819744650709, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7952959416434169, "total_loss": 1.7337614823482} {"data_time": 0.01663185376673937, "eta_seconds": 169562.31397093926, "iteration": 54339, "loss_fcos_cls": 0.31433004420250654, "loss_fcos_ctr": 0.6219866476021707, "loss_fcos_loc": 0.2073240897152573, "loss_mask": 0.31032346561551094, "loss_maskiou": 0.007988933117303532, "loss_sem_seg": 0.328188035171479, "lr": 0.01, "mask_rcnn/accuracy": 0.8672274626905025, "mask_rcnn/false_negative": 0.0964527029690091, "mask_rcnn/false_positive": 0.16094855427976795, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7931608846411109, "total_loss": 1.7832443692313973} {"data_time": 0.016154213808476925, "eta_seconds": 169591.06679061893, "iteration": 54359, "loss_fcos_cls": 0.3100021914578974, "loss_fcos_ctr": 0.6231232201680541, "loss_fcos_loc": 0.2150657024467364, "loss_mask": 0.3035610420629382, "loss_maskiou": 0.008132900635246187, "loss_sem_seg": 0.34184748865664005, "lr": 0.01, "mask_rcnn/accuracy": 0.8575292538399008, "mask_rcnn/false_negative": 0.11105122390599516, "mask_rcnn/false_positive": 0.16438936728893294, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.5, "time": 0.8049190118908882, "total_loss": 1.8071387314412277} {"data_time": 0.016940511763095856, "eta_seconds": 169604.81808098964, "iteration": 54379, "loss_fcos_cls": 0.29144373489543796, "loss_fcos_ctr": 0.6233884277753532, "loss_fcos_loc": 0.21907407219987363, "loss_mask": 0.3024752866476774, "loss_maskiou": 0.0074949740228476, "loss_sem_seg": 0.3657011091709137, "lr": 0.01, "mask_rcnn/accuracy": 0.8613026654404586, "mask_rcnn/false_negative": 0.09220893429481483, "mask_rcnn/false_positive": 0.1682791397309386, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7952687907963991, "total_loss": 1.807633480115328} {"data_time": 0.0169368339702487, "eta_seconds": 169648.63743395358, "iteration": 54399, "loss_fcos_cls": 0.28396141587290913, "loss_fcos_ctr": 0.6251595141366124, "loss_fcos_loc": 0.21798305073753, "loss_mask": 0.29276110883802176, "loss_maskiou": 0.007798843245836906, "loss_sem_seg": 0.3169559286907315, "lr": 0.01, "mask_rcnn/accuracy": 0.8620610475051265, "mask_rcnn/false_negative": 0.10301893635378732, "mask_rcnn/false_positive": 0.16943260281458852, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7886176602914929, "total_loss": 1.7690465850319015} {"data_time": 0.015145329758524895, "eta_seconds": 169621.41559990775, "iteration": 54419, "loss_fcos_cls": 0.28872122894972563, "loss_fcos_ctr": 0.6234007477760315, "loss_fcos_loc": 0.22047093114815652, "loss_mask": 0.302288381382823, "loss_maskiou": 0.007374852895736694, "loss_sem_seg": 0.3222456183284521, "lr": 0.01, "mask_rcnn/accuracy": 0.8552266929499073, "mask_rcnn/false_negative": 0.11382895848196563, "mask_rcnn/false_positive": 0.1778689725628726, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.25, "time": 0.7846502028405666, "total_loss": 1.7629909234819934} {"data_time": 0.017856445163488388, "eta_seconds": 169630.46904151142, "iteration": 54439, "loss_fcos_cls": 0.2921519852243364, "loss_fcos_ctr": 0.6243203058838844, "loss_fcos_loc": 0.22367691481485963, "loss_mask": 0.2884413283318281, "loss_maskiou": 0.006900939544721041, "loss_sem_seg": 0.3487338302657008, "lr": 0.01, "mask_rcnn/accuracy": 0.8643838830174927, "mask_rcnn/false_negative": 0.130285929131015, "mask_rcnn/false_positive": 0.1583268329784599, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.781634071841836, "total_loss": 1.7888195217747125} {"data_time": 0.016804760321974754, "eta_seconds": 169555.27267792448, "iteration": 54459, "loss_fcos_cls": 0.2850424562348053, "loss_fcos_ctr": 0.6280538141727448, "loss_fcos_loc": 0.22389172087423503, "loss_mask": 0.30789466481655836, "loss_maskiou": 0.007353647597483359, "loss_sem_seg": 0.3144259937107563, "lr": 0.01, "mask_rcnn/accuracy": 0.8619565977075762, "mask_rcnn/false_negative": 0.09476599096031775, "mask_rcnn/false_positive": 0.16792909337481182, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7775088408961892, "total_loss": 1.768830713655916} {"data_time": 0.01650518085807562, "eta_seconds": 169539.53968302533, "iteration": 54479, "loss_fcos_cls": 0.2988929303828627, "loss_fcos_ctr": 0.6252716812305152, "loss_fcos_loc": 0.22955415677279234, "loss_mask": 0.285775993950665, "loss_maskiou": 0.007547656947281212, "loss_sem_seg": 0.29914823500439525, "lr": 0.01, "mask_rcnn/accuracy": 0.8766777724020642, "mask_rcnn/false_negative": 0.10316225501777224, "mask_rcnn/false_positive": 0.1510458797187153, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.0, "time": 0.7838237397372723, "total_loss": 1.7819027404184453} {"data_time": 0.01662027556449175, "eta_seconds": 169432.24992700573, "iteration": 54499, "loss_fcos_cls": 0.2881713109090924, "loss_fcos_ctr": 0.6233104225248098, "loss_fcos_loc": 0.21312200068496168, "loss_mask": 0.295791681855917, "loss_maskiou": 0.007588308762933593, "loss_sem_seg": 0.3254236369393766, "lr": 0.01, "mask_rcnn/accuracy": 0.8736111111111111, "mask_rcnn/false_negative": 0.08900067789511223, "mask_rcnn/false_positive": 0.1602805281290374, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7789425514638424, "total_loss": 1.7469145749200834} {"data_time": 0.017177393659949303, "eta_seconds": 169460.97014119383, "iteration": 54519, "loss_fcos_cls": 0.29265484074130654, "loss_fcos_ctr": 0.6236362904310226, "loss_fcos_loc": 0.22141058323904872, "loss_mask": 0.2858679611235857, "loss_maskiou": 0.006808395526604727, "loss_sem_seg": 0.31911537842825055, "lr": 0.01, "mask_rcnn/accuracy": 0.864284510974201, "mask_rcnn/false_negative": 0.12424512421773948, "mask_rcnn/false_positive": 0.1524770081016907, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7897807490080595, "total_loss": 1.7386081610020483} {"data_time": 0.01650631707161665, "eta_seconds": 169400.80093142297, "iteration": 54539, "loss_fcos_cls": 0.28814727161079645, "loss_fcos_ctr": 0.6255326000973582, "loss_fcos_loc": 0.21921155857853591, "loss_mask": 0.290283159352839, "loss_maskiou": 0.006466369173722342, "loss_sem_seg": 0.3350599837722257, "lr": 0.01, "mask_rcnn/accuracy": 0.8621664134672802, "mask_rcnn/false_negative": 0.08468932972731251, "mask_rcnn/false_positive": 0.16155423147419284, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.5, "time": 0.7798563558608294, "total_loss": 1.7638405695615802} {"data_time": 0.015406022779643536, "eta_seconds": 169476.60770342872, "iteration": 54559, "loss_fcos_cls": 0.3031905902316794, "loss_fcos_ctr": 0.6216575764119625, "loss_fcos_loc": 0.21793145569972694, "loss_mask": 0.2896631257608533, "loss_maskiou": 0.007103928161086515, "loss_sem_seg": 0.3125038230791688, "lr": 0.01, "mask_rcnn/accuracy": 0.8696506820450715, "mask_rcnn/false_negative": 0.10172373915493355, "mask_rcnn/false_positive": 0.1641041217234942, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.8153878236189485, "total_loss": 1.729533744553919} {"data_time": 0.018369861878454685, "eta_seconds": 169533.0057320008, "iteration": 54579, "loss_fcos_cls": 0.2828063277993351, "loss_fcos_ctr": 0.6239828430116177, "loss_fcos_loc": 0.21301005547866225, "loss_mask": 0.28987311758100986, "loss_maskiou": 0.006675693279248662, "loss_sem_seg": 0.3661440284922719, "lr": 0.01, "mask_rcnn/accuracy": 0.8748312401883831, "mask_rcnn/false_negative": 0.10535344858441241, "mask_rcnn/false_positive": 0.12310167586840207, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7987278560176492, "total_loss": 1.763326282336493} {"data_time": 0.017116437666118145, "eta_seconds": 169517.26604035217, "iteration": 54599, "loss_fcos_cls": 0.2910945904441178, "loss_fcos_ctr": 0.6249317079782486, "loss_fcos_loc": 0.21796011039987206, "loss_mask": 0.30997039284557104, "loss_maskiou": 0.007436234242049977, "loss_sem_seg": 0.33121239044703543, "lr": 0.01, "mask_rcnn/accuracy": 0.860446299732014, "mask_rcnn/false_negative": 0.12349040842474071, "mask_rcnn/false_positive": 0.14087994947798554, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.25, "time": 0.7861251570284367, "total_loss": 1.786613491101889} {"data_time": 0.01735845487564802, "eta_seconds": 169510.16412029322, "iteration": 54619, "loss_fcos_cls": 0.30271665612235665, "loss_fcos_ctr": 0.6263565681874752, "loss_fcos_loc": 0.22492705145850778, "loss_mask": 0.30897558853030205, "loss_maskiou": 0.007371799321845174, "loss_sem_seg": 0.343515086453408, "lr": 0.01, "mask_rcnn/accuracy": 0.8544005102040816, "mask_rcnn/false_negative": 0.10977608413581952, "mask_rcnn/false_positive": 0.19162153396108905, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.75, "time": 0.7915669521316886, "total_loss": 1.8172904018574627} {"data_time": 0.015803909860551357, "eta_seconds": 169494.42362655234, "iteration": 54639, "loss_fcos_cls": 0.2861173206474632, "loss_fcos_ctr": 0.6223586359992623, "loss_fcos_loc": 0.21435513836331666, "loss_mask": 0.3054349012672901, "loss_maskiou": 0.007853348550270312, "loss_sem_seg": 0.34927533101290464, "lr": 0.01, "mask_rcnn/accuracy": 0.860593634383578, "mask_rcnn/false_negative": 0.10924582316163889, "mask_rcnn/false_positive": 0.17021763369951426, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7839499153196812, "total_loss": 1.791083131247433} {"data_time": 0.016232441179454327, "eta_seconds": 169484.83325843606, "iteration": 54659, "loss_fcos_cls": 0.2984243454411626, "loss_fcos_ctr": 0.6257433346472681, "loss_fcos_loc": 0.22350024862680584, "loss_mask": 0.29768988490104675, "loss_maskiou": 0.006862980662845075, "loss_sem_seg": 0.32711624819785357, "lr": 0.01, "mask_rcnn/accuracy": 0.8670750954608805, "mask_rcnn/false_negative": 0.1073851155108157, "mask_rcnn/false_positive": 0.17573312464232912, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.7912589721381664, "total_loss": 1.753454048972344} {"data_time": 0.016158132813870907, "eta_seconds": 169487.44841091894, "iteration": 54679, "loss_fcos_cls": 0.2751147532835603, "loss_fcos_ctr": 0.6201473511755466, "loss_fcos_loc": 0.2056698767701164, "loss_mask": 0.2784695839509368, "loss_maskiou": 0.00694070769532118, "loss_sem_seg": 0.3563078008592129, "lr": 0.01, "mask_rcnn/accuracy": 0.8732988595871249, "mask_rcnn/false_negative": 0.09116774476432447, "mask_rcnn/false_positive": 0.12622583801517898, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7891474664211273, "total_loss": 1.7340576659917133} {"data_time": 0.015871169976890087, "eta_seconds": 169451.28382218909, "iteration": 54699, "loss_fcos_cls": 0.2966991360299289, "loss_fcos_ctr": 0.6256145057268441, "loss_fcos_loc": 0.2212167049292475, "loss_mask": 0.3130607306957245, "loss_maskiou": 0.007427525211824104, "loss_sem_seg": 0.326121904887259, "lr": 0.01, "mask_rcnn/accuracy": 0.8533193127997467, "mask_rcnn/false_negative": 0.09814992932898592, "mask_rcnn/false_positive": 0.15991079171838912, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7694580554962158, "total_loss": 1.7609666832286166} {"data_time": 0.01684475503861904, "eta_seconds": 169284.83106708527, "iteration": 54719, "loss_fcos_cls": 0.30301474942825735, "loss_fcos_ctr": 0.6244063265621662, "loss_fcos_loc": 0.2245793646434322, "loss_mask": 0.30548870749771595, "loss_maskiou": 0.00830654354649596, "loss_sem_seg": 0.3139281114563346, "lr": 0.01, "mask_rcnn/accuracy": 0.8704763882297104, "mask_rcnn/false_negative": 0.11204879928680384, "mask_rcnn/false_positive": 0.16660135994680947, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7808110471814871, "total_loss": 1.7789251403301023} {"data_time": 0.015214934945106506, "eta_seconds": 169300.90572963748, "iteration": 54739, "loss_fcos_cls": 0.29431377770379186, "loss_fcos_ctr": 0.6263786973431706, "loss_fcos_loc": 0.22042216372210532, "loss_mask": 0.308086846023798, "loss_maskiou": 0.007516611774917692, "loss_sem_seg": 0.3186712386086583, "lr": 0.01, "mask_rcnn/accuracy": 0.8530560407660601, "mask_rcnn/false_negative": 0.10500603501393349, "mask_rcnn/false_positive": 0.18869368206339854, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.8023279756307602, "total_loss": 1.7548340551438741} {"data_time": 0.017158537171781063, "eta_seconds": 169391.34850716311, "iteration": 54759, "loss_fcos_cls": 0.2998027093708515, "loss_fcos_ctr": 0.6262518893927336, "loss_fcos_loc": 0.23041460698004812, "loss_mask": 0.30221002642065287, "loss_maskiou": 0.008128873741952702, "loss_sem_seg": 0.31714929454028606, "lr": 0.01, "mask_rcnn/accuracy": 0.8627955944282475, "mask_rcnn/false_negative": 0.1183235263782523, "mask_rcnn/false_positive": 0.16579478410683945, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.8075456731021404, "total_loss": 1.7939208260067971} {"data_time": 0.016482376493513584, "eta_seconds": 169389.2754280232, "iteration": 54779, "loss_fcos_cls": 0.2779733412899077, "loss_fcos_ctr": 0.6256199823692441, "loss_fcos_loc": 0.2209912920370698, "loss_mask": 0.2978120455518365, "loss_maskiou": 0.00712259512511082, "loss_sem_seg": 0.29517974331974983, "lr": 0.01, "mask_rcnn/accuracy": 0.8676973244655004, "mask_rcnn/false_negative": 0.09677508920979469, "mask_rcnn/false_positive": 0.13463802388658352, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7951107583940029, "total_loss": 1.7498011913558003} {"data_time": 0.015890875831246376, "eta_seconds": 169281.4549943572, "iteration": 54799, "loss_fcos_cls": 0.2880999150220305, "loss_fcos_ctr": 0.6202601580880582, "loss_fcos_loc": 0.21519069036003202, "loss_mask": 0.31317978352308273, "loss_maskiou": 0.008177837982657366, "loss_sem_seg": 0.3254908546805382, "lr": 0.01, "mask_rcnn/accuracy": 0.8615833830181765, "mask_rcnn/false_negative": 0.10527158619588128, "mask_rcnn/false_positive": 0.16291454926694432, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.25, "time": 0.7645628433674574, "total_loss": 1.7514630732912337} {"data_time": 0.01587724033743143, "eta_seconds": 169377.24902127497, "iteration": 54819, "loss_fcos_cls": 0.28655691049061716, "loss_fcos_ctr": 0.6237218608148396, "loss_fcos_loc": 0.22253370727412403, "loss_mask": 0.29615801107138395, "loss_maskiou": 0.00691542866115924, "loss_sem_seg": 0.2960169739089906, "lr": 0.01, "mask_rcnn/accuracy": 0.8637083644433383, "mask_rcnn/false_negative": 0.11314536728752672, "mask_rcnn/false_positive": 0.17672853461056165, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 38.25, "time": 0.806900323368609, "total_loss": 1.7489621579588857} {"data_time": 0.014896795153617859, "eta_seconds": 169379.43723932747, "iteration": 54839, "loss_fcos_cls": 0.292228102509398, "loss_fcos_ctr": 0.6264015859924257, "loss_fcos_loc": 0.22475389332976192, "loss_mask": 0.298971988260746, "loss_maskiou": 0.006839672059868462, "loss_sem_seg": 0.32086184807121754, "lr": 0.01, "mask_rcnn/accuracy": 0.8637766823521389, "mask_rcnn/false_negative": 0.10777811065310744, "mask_rcnn/false_positive": 0.16069685585452714, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.25, "time": 0.7850174475461245, "total_loss": 1.754115641786484} {"data_time": 0.01636446826159954, "eta_seconds": 169363.69280262757, "iteration": 54859, "loss_fcos_cls": 0.29631471657194197, "loss_fcos_ctr": 0.6231480278074741, "loss_fcos_loc": 0.2185045243240893, "loss_mask": 0.30043188016861677, "loss_maskiou": 0.006632957127294503, "loss_sem_seg": 0.3556064600124955, "lr": 0.01, "mask_rcnn/accuracy": 0.8553700475791489, "mask_rcnn/false_negative": 0.12223045755373856, "mask_rcnn/false_positive": 0.14972220130512492, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7844961332157254, "total_loss": 1.8082125566288596} {"data_time": 0.01787133887410164, "eta_seconds": 169296.91035727132, "iteration": 54879, "loss_fcos_cls": 0.26975456485524774, "loss_fcos_ctr": 0.6212234245613217, "loss_fcos_loc": 0.2041774638928473, "loss_mask": 0.291176276281476, "loss_maskiou": 0.007844582360121422, "loss_sem_seg": 0.3235499858856201, "lr": 0.01, "mask_rcnn/accuracy": 0.8804300436390773, "mask_rcnn/false_negative": 0.10093540540876558, "mask_rcnn/false_positive": 0.1832755461758463, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7710155332461, "total_loss": 1.7164351360625005} {"data_time": 0.016522321850061417, "eta_seconds": 169289.7972079208, "iteration": 54899, "loss_fcos_cls": 0.29163051885552704, "loss_fcos_ctr": 0.6266860775649548, "loss_fcos_loc": 0.22815768793225288, "loss_mask": 0.3045581700280309, "loss_maskiou": 0.008165736318915151, "loss_sem_seg": 0.32794009195640683, "lr": 0.01, "mask_rcnn/accuracy": 0.8497914578579604, "mask_rcnn/false_negative": 0.11763613420224373, "mask_rcnn/false_positive": 0.20375686542429966, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.25, "time": 0.7892042146995664, "total_loss": 1.7721937913593138} {"data_time": 0.01588059961795807, "eta_seconds": 169274.05671417993, "iteration": 54919, "loss_fcos_cls": 0.29392314329743385, "loss_fcos_ctr": 0.6300010168924928, "loss_fcos_loc": 0.2321132211945951, "loss_mask": 0.30360459350049496, "loss_maskiou": 0.008532048363122158, "loss_sem_seg": 0.3249464789405465, "lr": 0.01, "mask_rcnn/accuracy": 0.8720598408855067, "mask_rcnn/false_negative": 0.0940254023425233, "mask_rcnn/false_positive": 0.19641958916641072, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.7857067314907908, "total_loss": 1.7781558780552587} {"data_time": 0.0168618094176054, "eta_seconds": 169368.11062909383, "iteration": 54939, "loss_fcos_cls": 0.29768184991553426, "loss_fcos_ctr": 0.6266435571014881, "loss_fcos_loc": 0.21979909879155457, "loss_mask": 0.30135753378272057, "loss_maskiou": 0.007105220691300929, "loss_sem_seg": 0.31149134738370776, "lr": 0.01, "mask_rcnn/accuracy": 0.8635881429145311, "mask_rcnn/false_negative": 0.10953302233916401, "mask_rcnn/false_positive": 0.14370296619187456, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7948800669983029, "total_loss": 1.7778646810475038} {"data_time": 0.0157312098890543, "eta_seconds": 169247.60677311942, "iteration": 54959, "loss_fcos_cls": 0.305733427638188, "loss_fcos_ctr": 0.6257753791287541, "loss_fcos_loc": 0.22297329746652395, "loss_mask": 0.3034387566149235, "loss_maskiou": 0.00751536843017675, "loss_sem_seg": 0.3348682140931487, "lr": 0.01, "mask_rcnn/accuracy": 0.8446770516717326, "mask_rcnn/false_negative": 0.13632105307910694, "mask_rcnn/false_positive": 0.19724830606846167, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7775187604129314, "total_loss": 1.80581442618859} {"data_time": 0.016129606403410435, "eta_seconds": 169226.83523295727, "iteration": 54979, "loss_fcos_cls": 0.30330120166763663, "loss_fcos_ctr": 0.6281396835111082, "loss_fcos_loc": 0.22778011206537485, "loss_mask": 0.3170986780896783, "loss_maskiou": 0.007200098261819221, "loss_sem_seg": 0.31392281921580434, "lr": 0.01, "mask_rcnn/accuracy": 0.8556211014581043, "mask_rcnn/false_negative": 0.1248370167739562, "mask_rcnn/false_positive": 0.16694832662411652, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7851265706121922, "total_loss": 1.7943399298819713} {"data_time": 0.016380340792238712, "eta_seconds": 169202.47220737953, "iteration": 54999, "loss_fcos_cls": 0.3087981943972409, "loss_fcos_ctr": 0.6242484664544463, "loss_fcos_loc": 0.21956814860459417, "loss_mask": 0.28967875987291336, "loss_maskiou": 0.006901675893459469, "loss_sem_seg": 0.33617625804618, "lr": 0.01, "mask_rcnn/accuracy": 0.8450789852023284, "mask_rcnn/false_negative": 0.12899566408930224, "mask_rcnn/false_positive": 0.17783937055427407, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7897433433681726, "total_loss": 1.8052594649561797} {"data_time": 0.017428054474294186, "eta_seconds": 169147.2920364067, "iteration": 55019, "loss_fcos_cls": 0.301331982947886, "loss_fcos_ctr": 0.6236576456576586, "loss_fcos_loc": 0.23184129502624273, "loss_mask": 0.3179734256118536, "loss_maskiou": 0.007727186981355771, "loss_sem_seg": 0.3275081077590585, "lr": 0.01, "mask_rcnn/accuracy": 0.8559432039530928, "mask_rcnn/false_negative": 0.10864090402345138, "mask_rcnn/false_positive": 0.179377928895523, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7845201008021832, "total_loss": 1.8216921671119053} {"data_time": 0.014285105280578136, "eta_seconds": 169064.9583368497, "iteration": 55039, "loss_fcos_cls": 0.3003755263052881, "loss_fcos_ctr": 0.6232697074301541, "loss_fcos_loc": 0.22202883288264275, "loss_mask": 0.3001910410821438, "loss_maskiou": 0.007571832276880741, "loss_sem_seg": 0.309445389197208, "lr": 0.01, "mask_rcnn/accuracy": 0.8968154294684907, "mask_rcnn/false_negative": 0.08255303394896574, "mask_rcnn/false_positive": 0.12585950581411426, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.75, "time": 0.7795733977109194, "total_loss": 1.7724920282198582} {"data_time": 0.015477880835533142, "eta_seconds": 169115.81999152154, "iteration": 55059, "loss_fcos_cls": 0.28902872232720256, "loss_fcos_ctr": 0.6249733893200755, "loss_fcos_loc": 0.2181657743640244, "loss_mask": 0.2991796834394336, "loss_maskiou": 0.007128606579499319, "loss_sem_seg": 0.33342807460576296, "lr": 0.01, "mask_rcnn/accuracy": 0.8672408395176252, "mask_rcnn/false_negative": 0.09916021738067293, "mask_rcnn/false_positive": 0.17694716663371798, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 39.75, "time": 0.7747396416962147, "total_loss": 1.7798912395519437} {"data_time": 0.016357832588255405, "eta_seconds": 169188.4403412966, "iteration": 55079, "loss_fcos_cls": 0.28158075036481023, "loss_fcos_ctr": 0.626767685636878, "loss_fcos_loc": 0.2255129711702466, "loss_mask": 0.3148895325139165, "loss_maskiou": 0.007568082510260865, "loss_sem_seg": 0.32654801569879055, "lr": 0.01, "mask_rcnn/accuracy": 0.8555722551258266, "mask_rcnn/false_negative": 0.12367734225010191, "mask_rcnn/false_positive": 0.15744453923066443, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7857672208920121, "total_loss": 1.7831996216918924} {"data_time": 0.01663759257644415, "eta_seconds": 169132.39227051195, "iteration": 55099, "loss_fcos_cls": 0.2974922463763505, "loss_fcos_ctr": 0.6232688287273049, "loss_fcos_loc": 0.212725134100765, "loss_mask": 0.29233251651749015, "loss_maskiou": 0.007738362095551565, "loss_sem_seg": 0.3059442634694278, "lr": 0.01, "mask_rcnn/accuracy": 0.8771526905766875, "mask_rcnn/false_negative": 0.08160809086474292, "mask_rcnn/false_positive": 0.16921528637111638, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.75, "time": 0.7870630193501711, "total_loss": 1.7401512681826716} {"data_time": 0.01767818722873926, "eta_seconds": 169007.19161253422, "iteration": 55119, "loss_fcos_cls": 0.29700632439926267, "loss_fcos_ctr": 0.6256500817835331, "loss_fcos_loc": 0.2206837844569236, "loss_mask": 0.3039754694327712, "loss_maskiou": 0.007180230277299415, "loss_sem_seg": 0.3311952776275575, "lr": 0.01, "mask_rcnn/accuracy": 0.8817010509560967, "mask_rcnn/false_negative": 0.09702842464209259, "mask_rcnn/false_positive": 0.13220728902626916, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.75, "time": 0.7802326614037156, "total_loss": 1.7521044155582786} {"data_time": 0.01672179624438286, "eta_seconds": 169210.60358632077, "iteration": 55139, "loss_fcos_cls": 0.3013778873719275, "loss_fcos_ctr": 0.6235387716442347, "loss_fcos_loc": 0.22307628020644188, "loss_mask": 0.3030645279213786, "loss_maskiou": 0.00846484609064646, "loss_sem_seg": 0.3368006506934762, "lr": 0.01, "mask_rcnn/accuracy": 0.8670326973360902, "mask_rcnn/false_negative": 0.10426385026008764, "mask_rcnn/false_positive": 0.14563176036222483, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.799920286051929, "total_loss": 1.8131609789270442} {"data_time": 0.01601002737879753, "eta_seconds": 169130.00712183118, "iteration": 55159, "loss_fcos_cls": 0.2825116238091141, "loss_fcos_ctr": 0.6232059551402926, "loss_fcos_loc": 0.21709266724064946, "loss_mask": 0.29870817717164755, "loss_maskiou": 0.0070204223520704545, "loss_sem_seg": 0.3113121350761503, "lr": 0.01, "mask_rcnn/accuracy": 0.8488153676617912, "mask_rcnn/false_negative": 0.12057143182221072, "mask_rcnn/false_positive": 0.1753288261302737, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7821767721325159, "total_loss": 1.7688508112696582} {"data_time": 0.01585252769291401, "eta_seconds": 169027.05596795585, "iteration": 55179, "loss_fcos_cls": 0.2950871647335589, "loss_fcos_ctr": 0.624076321721077, "loss_fcos_loc": 0.21824059542268515, "loss_mask": 0.29858113126829267, "loss_maskiou": 0.006498645161627792, "loss_sem_seg": 0.3067705158609897, "lr": 0.01, "mask_rcnn/accuracy": 0.8566461394684457, "mask_rcnn/false_negative": 0.10348454228018425, "mask_rcnn/false_positive": 0.16567251385256895, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7728203609585762, "total_loss": 1.7592051172978245} {"data_time": 0.015362720936536789, "eta_seconds": 168907.38615131378, "iteration": 55199, "loss_fcos_cls": 0.293210182338953, "loss_fcos_ctr": 0.6263867956586182, "loss_fcos_loc": 0.2232655482366681, "loss_mask": 0.3100097728893161, "loss_maskiou": 0.006987098386161961, "loss_sem_seg": 0.32933429535478354, "lr": 0.01, "mask_rcnn/accuracy": 0.8736087849586913, "mask_rcnn/false_negative": 0.09684373657378473, "mask_rcnn/false_positive": 0.16166584043780946, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.5, "time": 0.7770422790199518, "total_loss": 1.8173992679221556} {"data_time": 0.01689585205167532, "eta_seconds": 168891.6592798233, "iteration": 55219, "loss_fcos_cls": 0.2974605206400156, "loss_fcos_ctr": 0.6259821616113186, "loss_fcos_loc": 0.23276754142716527, "loss_mask": 0.2966541238129139, "loss_maskiou": 0.0074183293036185205, "loss_sem_seg": 0.3358984673395753, "lr": 0.01, "mask_rcnn/accuracy": 0.8669273415888095, "mask_rcnn/false_negative": 0.1091185775364964, "mask_rcnn/false_positive": 0.13591108126319085, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.25, "time": 0.7879620054736733, "total_loss": 1.787778910700581} {"data_time": 0.015959897078573704, "eta_seconds": 168843.1968823783, "iteration": 55239, "loss_fcos_cls": 0.30152848409488797, "loss_fcos_ctr": 0.6225884100422263, "loss_fcos_loc": 0.22002084832638502, "loss_mask": 0.30348873510956764, "loss_maskiou": 0.00807576249644626, "loss_sem_seg": 0.29976487695239484, "lr": 0.01, "mask_rcnn/accuracy": 0.8601026272577996, "mask_rcnn/false_negative": 0.0991118220212918, "mask_rcnn/false_positive": 0.1730688934149401, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.0, "time": 0.7820461355149746, "total_loss": 1.7636662847362459} {"data_time": 0.016000806353986263, "eta_seconds": 168783.80555707123, "iteration": 55259, "loss_fcos_cls": 0.2827192894183099, "loss_fcos_ctr": 0.6245540338568389, "loss_fcos_loc": 0.22058539418503642, "loss_mask": 0.30560057796537876, "loss_maskiou": 0.007228023998322897, "loss_sem_seg": 0.29471233393996954, "lr": 0.01, "mask_rcnn/accuracy": 0.8567763333531087, "mask_rcnn/false_negative": 0.11804491854160817, "mask_rcnn/false_positive": 0.16442443221418973, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.25, "time": 0.7751645101234317, "total_loss": 1.740627536928514} {"data_time": 0.01722219679504633, "eta_seconds": 168768.08580112737, "iteration": 55279, "loss_fcos_cls": 0.29577037459239364, "loss_fcos_ctr": 0.6238349243067205, "loss_fcos_loc": 0.2267752280458808, "loss_mask": 0.313341174274683, "loss_maskiou": 0.007492589007597417, "loss_sem_seg": 0.35193083714693785, "lr": 0.01, "mask_rcnn/accuracy": 0.8671973009983214, "mask_rcnn/false_negative": 0.11688260217942176, "mask_rcnn/false_positive": 0.1294404887863864, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7875520531088114, "total_loss": 1.8208853796240874} {"data_time": 0.01681895088404417, "eta_seconds": 168752.3660451835, "iteration": 55299, "loss_fcos_cls": 0.31082062469795346, "loss_fcos_ctr": 0.6231950707733631, "loss_fcos_loc": 0.21794756222516298, "loss_mask": 0.2971553113311529, "loss_maskiou": 0.007693068026128458, "loss_sem_seg": 0.32601992320269346, "lr": 0.01, "mask_rcnn/accuracy": 0.8820409348813336, "mask_rcnn/false_negative": 0.09938721310099902, "mask_rcnn/false_positive": 0.13055630412366295, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7906870357692242, "total_loss": 1.7845126858155709} {"data_time": 0.015362130478024483, "eta_seconds": 168706.73527502362, "iteration": 55319, "loss_fcos_cls": 0.28730359382461756, "loss_fcos_ctr": 0.6255527529865503, "loss_fcos_loc": 0.23093959386460483, "loss_mask": 0.3040816430002451, "loss_maskiou": 0.007944520344608463, "loss_sem_seg": 0.33266819594427943, "lr": 0.01, "mask_rcnn/accuracy": 0.8608466303187943, "mask_rcnn/false_negative": 0.113178098934411, "mask_rcnn/false_positive": 0.18908870078866546, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 41.0, "time": 0.7845116909593344, "total_loss": 1.8005807998706587} {"data_time": 0.015908142551779747, "eta_seconds": 168764.57776769623, "iteration": 55339, "loss_fcos_cls": 0.29864846635609865, "loss_fcos_ctr": 0.6245304420590401, "loss_fcos_loc": 0.22098542540334165, "loss_mask": 0.292920034378767, "loss_maskiou": 0.007124173600459471, "loss_sem_seg": 0.28971234522759914, "lr": 0.01, "mask_rcnn/accuracy": 0.874937996031746, "mask_rcnn/false_negative": 0.09743322539778695, "mask_rcnn/false_positive": 0.15376215646802077, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.8044128455221653, "total_loss": 1.7557560429995647} {"data_time": 0.01564966421574354, "eta_seconds": 168705.2067773519, "iteration": 55359, "loss_fcos_cls": 0.3002061815932393, "loss_fcos_ctr": 0.6260164519771934, "loss_fcos_loc": 0.2273107881192118, "loss_mask": 0.30174121633172035, "loss_maskiou": 0.00691315192671027, "loss_sem_seg": 0.3355611013248563, "lr": 0.01, "mask_rcnn/accuracy": 0.8611320939127062, "mask_rcnn/false_negative": 0.12420688480329829, "mask_rcnn/false_positive": 0.1735564821934373, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.5, "time": 0.7912434637546539, "total_loss": 1.8054433227371192} {"data_time": 0.015151594765484333, "eta_seconds": 168559.1793512609, "iteration": 55379, "loss_fcos_cls": 0.29811133816838264, "loss_fcos_ctr": 0.6215148661285639, "loss_fcos_loc": 0.20965736312791705, "loss_mask": 0.2981027290225029, "loss_maskiou": 0.007805140412528999, "loss_sem_seg": 0.3212427133694291, "lr": 0.01, "mask_rcnn/accuracy": 0.8756655720798958, "mask_rcnn/false_negative": 0.10441999099540294, "mask_rcnn/false_positive": 0.12695849610570642, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 23.25, "time": 0.7700912626460195, "total_loss": 1.7513535766047426} {"data_time": 0.01577711384743452, "eta_seconds": 168524.92467448767, "iteration": 55399, "loss_fcos_cls": 0.29322634846903384, "loss_fcos_ctr": 0.6237663310021162, "loss_fcos_loc": 0.22063024551607668, "loss_mask": 0.2989440895617008, "loss_maskiou": 0.007135093605029397, "loss_sem_seg": 0.3399400752969086, "lr": 0.01, "mask_rcnn/accuracy": 0.8594642857142857, "mask_rcnn/false_negative": 0.11104006826016334, "mask_rcnn/false_positive": 0.16474041472286166, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7746521914377809, "total_loss": 1.8033849811181426} {"data_time": 0.016158217564225197, "eta_seconds": 168509.21879010927, "iteration": 55419, "loss_fcos_cls": 0.27868332574144006, "loss_fcos_ctr": 0.6227929415181279, "loss_fcos_loc": 0.21666452940553427, "loss_mask": 0.2896221065893769, "loss_maskiou": 0.007742167043033987, "loss_sem_seg": 0.29424531338736415, "lr": 0.01, "mask_rcnn/accuracy": 0.8765555935958671, "mask_rcnn/false_negative": 0.09723831191184035, "mask_rcnn/false_positive": 0.15990303546123558, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 23.5, "time": 0.7847201833501458, "total_loss": 1.7235718833835563} {"data_time": 0.015456333756446838, "eta_seconds": 168587.1827088343, "iteration": 55439, "loss_fcos_cls": 0.29136172542348504, "loss_fcos_ctr": 0.6242279163561761, "loss_fcos_loc": 0.21602691104635596, "loss_mask": 0.30212053190916777, "loss_maskiou": 0.006575994295417331, "loss_sem_seg": 0.3233616533689201, "lr": 0.01, "mask_rcnn/accuracy": 0.8685203026245959, "mask_rcnn/false_negative": 0.11016353973052517, "mask_rcnn/false_positive": 0.15991180015311257, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.5, "time": 0.794327775016427, "total_loss": 1.7589611148287077} {"data_time": 0.01626837532967329, "eta_seconds": 168583.14740450867, "iteration": 55459, "loss_fcos_cls": 0.2899506282992661, "loss_fcos_ctr": 0.623341747559607, "loss_fcos_loc": 0.21636992075946182, "loss_mask": 0.29466397874057293, "loss_maskiou": 0.007653645763639361, "loss_sem_seg": 0.31873849919065833, "lr": 0.01, "mask_rcnn/accuracy": 0.8704759247448979, "mask_rcnn/false_negative": 0.10222900777933389, "mask_rcnn/false_positive": 0.1395448619122094, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 27.5, "time": 0.7880623107776046, "total_loss": 1.7383500835348968} {"data_time": 0.014831655658781528, "eta_seconds": 168555.7534774812, "iteration": 55479, "loss_fcos_cls": 0.30022266041487455, "loss_fcos_ctr": 0.6246713604778051, "loss_fcos_loc": 0.22927426756359637, "loss_mask": 0.2965709948912263, "loss_maskiou": 0.007380919036222622, "loss_sem_seg": 0.34422676730901003, "lr": 0.01, "mask_rcnn/accuracy": 0.869358081486975, "mask_rcnn/false_negative": 0.11213473300042831, "mask_rcnn/false_positive": 0.14613285823567893, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7822748012840748, "total_loss": 1.7809909674106166} {"data_time": 0.015657754614949226, "eta_seconds": 168565.2825505184, "iteration": 55499, "loss_fcos_cls": 0.28303837310522795, "loss_fcos_ctr": 0.6226294059306383, "loss_fcos_loc": 0.21631684550084174, "loss_mask": 0.2856714576482773, "loss_maskiou": 0.007299675096874125, "loss_sem_seg": 0.34695154894143343, "lr": 0.01, "mask_rcnn/accuracy": 0.8711560760667904, "mask_rcnn/false_negative": 0.09870217451961498, "mask_rcnn/false_positive": 0.1427824267823209, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 28.0, "time": 0.7874559173360467, "total_loss": 1.755419114648248} {"data_time": 0.016699125058948994, "eta_seconds": 168635.96687618084, "iteration": 55519, "loss_fcos_cls": 0.28232074063271284, "loss_fcos_ctr": 0.621513987891376, "loss_fcos_loc": 0.22081330325454473, "loss_mask": 0.2984896432608366, "loss_maskiou": 0.007468086900189519, "loss_sem_seg": 0.3198948302306235, "lr": 0.01, "mask_rcnn/accuracy": 0.8610356642657062, "mask_rcnn/false_negative": 0.11144352751397321, "mask_rcnn/false_positive": 0.16715032784061057, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7939721681177616, "total_loss": 1.7929611740255496} {"data_time": 0.01719336025416851, "eta_seconds": 168702.61587379128, "iteration": 55539, "loss_fcos_cls": 0.2985403938218951, "loss_fcos_ctr": 0.6264775358140469, "loss_fcos_loc": 0.2244732570834458, "loss_mask": 0.2959524067118764, "loss_maskiou": 0.007734228493063711, "loss_sem_seg": 0.32655507838353515, "lr": 0.01, "mask_rcnn/accuracy": 0.8831305921383332, "mask_rcnn/false_negative": 0.09371075779579521, "mask_rcnn/false_positive": 0.14778754186664825, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7818591250106692, "total_loss": 1.776110997539945} {"data_time": 0.01621938217431307, "eta_seconds": 168690.2775004618, "iteration": 55559, "loss_fcos_cls": 0.29043249413371086, "loss_fcos_ctr": 0.6253522597253323, "loss_fcos_loc": 0.22749750688672066, "loss_mask": 0.3104248708114028, "loss_maskiou": 0.008206174810766242, "loss_sem_seg": 0.32276109093800187, "lr": 0.01, "mask_rcnn/accuracy": 0.8630556205826139, "mask_rcnn/false_negative": 0.10446629313687655, "mask_rcnn/false_positive": 0.15465579846876884, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.0, "time": 0.7968602608889341, "total_loss": 1.779695822740905} {"data_time": 0.014918562956154346, "eta_seconds": 168663.51191958878, "iteration": 55579, "loss_fcos_cls": 0.3006982293445617, "loss_fcos_ctr": 0.6259582620114088, "loss_fcos_loc": 0.22755339241120964, "loss_mask": 0.292447772808373, "loss_maskiou": 0.007384891607216559, "loss_sem_seg": 0.32988825906068087, "lr": 0.01, "mask_rcnn/accuracy": 0.8764141966310334, "mask_rcnn/false_negative": 0.11398921612127369, "mask_rcnn/false_positive": 0.15985311474503106, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.8001044811680913, "total_loss": 1.8029891722253524} {"data_time": 0.015094080939888954, "eta_seconds": 168623.86307316553, "iteration": 55599, "loss_fcos_cls": 0.27820381661877036, "loss_fcos_ctr": 0.6245183451101184, "loss_fcos_loc": 0.21336194826290011, "loss_mask": 0.3088063606992364, "loss_maskiou": 0.008302811897010542, "loss_sem_seg": 0.3138786694034934, "lr": 0.01, "mask_rcnn/accuracy": 0.8650090896811014, "mask_rcnn/false_negative": 0.11106157786013261, "mask_rcnn/false_positive": 0.1651025764335746, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.0, "time": 0.7757716337218881, "total_loss": 1.7472938661885564} {"data_time": 0.01657046750187874, "eta_seconds": 168608.13330855872, "iteration": 55619, "loss_fcos_cls": 0.3054747493006289, "loss_fcos_ctr": 0.6213626423850656, "loss_fcos_loc": 0.21639822074212134, "loss_mask": 0.30586740374565125, "loss_maskiou": 0.007871427573263645, "loss_sem_seg": 0.3173518883995712, "lr": 0.01, "mask_rcnn/accuracy": 0.8501174679357909, "mask_rcnn/false_negative": 0.10304573285211335, "mask_rcnn/false_positive": 0.18254002544091488, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7950193295255303, "total_loss": 1.8010374726436567} {"data_time": 0.01627071015536785, "eta_seconds": 168592.40354395192, "iteration": 55639, "loss_fcos_cls": 0.27981921564787626, "loss_fcos_ctr": 0.624445746652782, "loss_fcos_loc": 0.2148512820713222, "loss_mask": 0.2896854067221284, "loss_maskiou": 0.007312285219086334, "loss_sem_seg": 0.31310835806652904, "lr": 0.01, "mask_rcnn/accuracy": 0.8795105411762321, "mask_rcnn/false_negative": 0.10029039067695313, "mask_rcnn/false_positive": 0.1463855035365126, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7626201082020998, "total_loss": 1.7206677808135282} {"data_time": 0.015696080401539803, "eta_seconds": 168496.02805021405, "iteration": 55659, "loss_fcos_cls": 0.29015962267294526, "loss_fcos_ctr": 0.62631253618747, "loss_fcos_loc": 0.22103001934010535, "loss_mask": 0.29488176200538874, "loss_maskiou": 0.007331123779295012, "loss_sem_seg": 0.3245503408834338, "lr": 0.01, "mask_rcnn/accuracy": 0.8820946884588438, "mask_rcnn/false_negative": 0.10966803857998321, "mask_rcnn/false_positive": 0.13715099949233397, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7794424407184124, "total_loss": 1.772955123524298} {"data_time": 0.016374086029827595, "eta_seconds": 168305.04229319002, "iteration": 55679, "loss_fcos_cls": 0.2920286194421351, "loss_fcos_ctr": 0.6259452146477997, "loss_fcos_loc": 0.2266974690137431, "loss_mask": 0.31400424893945456, "loss_maskiou": 0.007980058348039165, "loss_sem_seg": 0.3209849656559527, "lr": 0.01, "mask_rcnn/accuracy": 0.8663832199546485, "mask_rcnn/false_negative": 0.09301712543536263, "mask_rcnn/false_positive": 0.1854520482841452, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 23.5, "time": 0.7604843638837337, "total_loss": 1.7898825598385883} {"data_time": 0.015162046067416668, "eta_seconds": 168289.33640881162, "iteration": 55699, "loss_fcos_cls": 0.29162699123844504, "loss_fcos_ctr": 0.6253709997981787, "loss_fcos_loc": 0.22922765277326107, "loss_mask": 0.298084550537169, "loss_maskiou": 0.007671718216442969, "loss_sem_seg": 0.33161769108846784, "lr": 0.01, "mask_rcnn/accuracy": 0.8658155088958661, "mask_rcnn/false_negative": 0.1138012990067869, "mask_rcnn/false_positive": 0.16030952845834828, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7830604836344719, "total_loss": 1.7859885880025104} {"data_time": 0.01610078103840351, "eta_seconds": 168379.96280482784, "iteration": 55719, "loss_fcos_cls": 0.2993923989124596, "loss_fcos_ctr": 0.623334008269012, "loss_fcos_loc": 0.2219354878179729, "loss_mask": 0.30062520736828446, "loss_maskiou": 0.007103761337930337, "loss_sem_seg": 0.29643187392503023, "lr": 0.01, "mask_rcnn/accuracy": 0.857213912394226, "mask_rcnn/false_negative": 0.10192672499207428, "mask_rcnn/false_positive": 0.1853268497285432, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7918162308633327, "total_loss": 1.7508166776970029} {"data_time": 0.01671022828668356, "eta_seconds": 168313.37111975066, "iteration": 55739, "loss_fcos_cls": 0.30334864696487784, "loss_fcos_ctr": 0.6232017334550619, "loss_fcos_loc": 0.22425057482905686, "loss_mask": 0.29859738517552614, "loss_maskiou": 0.0077549205961986445, "loss_sem_seg": 0.28727836068719625, "lr": 0.01, "mask_rcnn/accuracy": 0.8583981289884375, "mask_rcnn/false_negative": 0.11680939576228867, "mask_rcnn/false_positive": 0.18100841678187096, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.0, "time": 0.7942949114367366, "total_loss": 1.7505362234078348} {"data_time": 0.018722538836300373, "eta_seconds": 168223.34006412886, "iteration": 55759, "loss_fcos_cls": 0.29457076569087803, "loss_fcos_ctr": 0.6257551205344498, "loss_fcos_loc": 0.22827873192727566, "loss_mask": 0.30304624885320663, "loss_maskiou": 0.007942637967062183, "loss_sem_seg": 0.323509834241122, "lr": 0.01, "mask_rcnn/accuracy": 0.8726022064670025, "mask_rcnn/false_negative": 0.09829286407835032, "mask_rcnn/false_positive": 0.1574197469557932, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.78534284979105, "total_loss": 1.7822236931242514} {"data_time": 0.016665427014231682, "eta_seconds": 168060.68051394448, "iteration": 55779, "loss_fcos_cls": 0.2976358011364937, "loss_fcos_ctr": 0.6263351058587432, "loss_fcos_loc": 0.22233961219899356, "loss_mask": 0.3032404100522399, "loss_maskiou": 0.007241664279717952, "loss_sem_seg": 0.2985545420087874, "lr": 0.01, "mask_rcnn/accuracy": 0.8447283150900576, "mask_rcnn/false_negative": 0.12138525149189945, "mask_rcnn/false_positive": 0.17407598197485896, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.75, "time": 0.7756189201027155, "total_loss": 1.7578541680122726} {"data_time": 0.0148394163697958, "eta_seconds": 168082.6847877344, "iteration": 55799, "loss_fcos_cls": 0.28689021430909634, "loss_fcos_ctr": 0.6270369216799736, "loss_fcos_loc": 0.2141832741908729, "loss_mask": 0.2928662793710828, "loss_maskiou": 0.007187032868387178, "loss_sem_seg": 0.34548330353572965, "lr": 0.01, "mask_rcnn/accuracy": 0.8892572420507356, "mask_rcnn/false_negative": 0.11005653232026312, "mask_rcnn/false_positive": 0.13890939947092934, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.5, "time": 0.7740660458803177, "total_loss": 1.7768849016283639} {"data_time": 0.015804804861545563, "eta_seconds": 167994.76200019754, "iteration": 55819, "loss_fcos_cls": 0.29363348707556725, "loss_fcos_ctr": 0.6262419847771525, "loss_fcos_loc": 0.21136106154881418, "loss_mask": 0.30550912860780954, "loss_maskiou": 0.007663407057407312, "loss_sem_seg": 0.32379519706591964, "lr": 0.01, "mask_rcnn/accuracy": 0.872532036070242, "mask_rcnn/false_negative": 0.09327102945634358, "mask_rcnn/false_positive": 0.15101987675283488, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7807652624323964, "total_loss": 1.780499132728437} {"data_time": 0.015118925832211971, "eta_seconds": 167952.53760509938, "iteration": 55839, "loss_fcos_cls": 0.28329578530974686, "loss_fcos_ctr": 0.619689485989511, "loss_fcos_loc": 0.2029322554008104, "loss_mask": 0.27713026106357574, "loss_maskiou": 0.006846314325230196, "loss_sem_seg": 0.32144804298877716, "lr": 0.01, "mask_rcnn/accuracy": 0.8742633497655818, "mask_rcnn/false_negative": 0.1138539940872394, "mask_rcnn/false_positive": 0.1403393462601073, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.5, "time": 0.7783727757632732, "total_loss": 1.6900073503929889} {"data_time": 0.015622972510755062, "eta_seconds": 167918.8583441265, "iteration": 55859, "loss_fcos_cls": 0.2909975377842784, "loss_fcos_ctr": 0.629014958627522, "loss_fcos_loc": 0.23135412973351777, "loss_mask": 0.3003053776919842, "loss_maskiou": 0.007233983262267429, "loss_sem_seg": 0.34554358944296837, "lr": 0.01, "mask_rcnn/accuracy": 0.8424589347934295, "mask_rcnn/false_negative": 0.11544254422409053, "mask_rcnn/false_positive": 0.19550689168210644, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7735170731320977, "total_loss": 1.8008302565576741} {"data_time": 0.016758223064243793, "eta_seconds": 167921.16820775717, "iteration": 55879, "loss_fcos_cls": 0.2967624249868095, "loss_fcos_ctr": 0.6226175846531987, "loss_fcos_loc": 0.22458528471179307, "loss_mask": 0.29148981906473637, "loss_maskiou": 0.007255813776282594, "loss_sem_seg": 0.34250232949852943, "lr": 0.01, "mask_rcnn/accuracy": 0.8737497393593453, "mask_rcnn/false_negative": 0.09697569752241207, "mask_rcnn/false_positive": 0.14362166867526593, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.771625435911119, "total_loss": 1.7875113687041448} {"data_time": 0.017945900559425354, "eta_seconds": 167805.0603527706, "iteration": 55899, "loss_fcos_cls": 0.2889573753345758, "loss_fcos_ctr": 0.6238147402182221, "loss_fcos_loc": 0.2192243740428239, "loss_mask": 0.2900639558210969, "loss_maskiou": 0.00713936444662977, "loss_sem_seg": 0.3513160264119506, "lr": 0.01, "mask_rcnn/accuracy": 0.8764884351566018, "mask_rcnn/false_negative": 0.10713027651681153, "mask_rcnn/false_positive": 0.11860811960793569, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7813342018052936, "total_loss": 1.7755069127888419} {"data_time": 0.017083744518458843, "eta_seconds": 167810.20553030167, "iteration": 55919, "loss_fcos_cls": 0.30008778837509453, "loss_fcos_ctr": 0.6233543870039284, "loss_fcos_loc": 0.20549269090406597, "loss_mask": 0.28604889940470457, "loss_maskiou": 0.007290909765288234, "loss_sem_seg": 0.32925472781062126, "lr": 0.01, "mask_rcnn/accuracy": 0.8683840726373193, "mask_rcnn/false_negative": 0.10298152326758353, "mask_rcnn/false_positive": 0.16171848181063198, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7896198313683271, "total_loss": 1.7713884688273538} {"data_time": 0.01584993116557598, "eta_seconds": 167773.70971725695, "iteration": 55939, "loss_fcos_cls": 0.3028054554015398, "loss_fcos_ctr": 0.6270582526922226, "loss_fcos_loc": 0.22371285129338503, "loss_mask": 0.3003938840702176, "loss_maskiou": 0.007988537850906141, "loss_sem_seg": 0.3205686709843576, "lr": 0.01, "mask_rcnn/accuracy": 0.8756702395095253, "mask_rcnn/false_negative": 0.10713329378926056, "mask_rcnn/false_positive": 0.20015473257224298, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7917891060933471, "total_loss": 1.7746462122158846} {"data_time": 0.01796088647097349, "eta_seconds": 167840.4432539083, "iteration": 55959, "loss_fcos_cls": 0.30136609449982643, "loss_fcos_ctr": 0.6242524050176144, "loss_fcos_loc": 0.2187846889719367, "loss_mask": 0.29427027329802513, "loss_maskiou": 0.0074540452915243804, "loss_sem_seg": 0.31091214646585286, "lr": 0.01, "mask_rcnn/accuracy": 0.8943062641723356, "mask_rcnn/false_negative": 0.08192823400702133, "mask_rcnn/false_positive": 0.16343268925830845, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7880916129797697, "total_loss": 1.7454020376171684} {"data_time": 0.01779694575816393, "eta_seconds": 167869.26458483376, "iteration": 55979, "loss_fcos_cls": 0.2927517695352435, "loss_fcos_ctr": 0.6265080645680428, "loss_fcos_loc": 0.22655267058871686, "loss_mask": 0.30002439208328724, "loss_maskiou": 0.008278343826532364, "loss_sem_seg": 0.3529435908421874, "lr": 0.01, "mask_rcnn/accuracy": 0.8656698528467991, "mask_rcnn/false_negative": 0.11363881853633415, "mask_rcnn/false_positive": 0.14379242587676533, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.75, "time": 0.7931393422186375, "total_loss": 1.7931592982495204} {"data_time": 0.016840091906487942, "eta_seconds": 167809.07721782103, "iteration": 55999, "loss_fcos_cls": 0.2992976144887507, "loss_fcos_ctr": 0.6238185930997133, "loss_fcos_loc": 0.21947454567998648, "loss_mask": 0.27838425524532795, "loss_maskiou": 0.006638239210587926, "loss_sem_seg": 0.3227255023084581, "lr": 0.01, "mask_rcnn/accuracy": 0.8788152761104442, "mask_rcnn/false_negative": 0.11528647937767894, "mask_rcnn/false_positive": 0.13697836054251672, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7796574477106333, "total_loss": 1.7581426425822428} {"data_time": 0.016961922869086266, "eta_seconds": 167815.46584786288, "iteration": 56019, "loss_fcos_cls": 0.2917811442166567, "loss_fcos_ctr": 0.6254703728482127, "loss_fcos_loc": 0.21261483954731375, "loss_mask": 0.2974466551095247, "loss_maskiou": 0.00816809231764637, "loss_sem_seg": 0.33286840934306383, "lr": 0.01, "mask_rcnn/accuracy": 0.8695832228995495, "mask_rcnn/false_negative": 0.10766079650983434, "mask_rcnn/false_positive": 0.15021009862314977, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 41.0, "time": 0.7983900113031268, "total_loss": 1.7787268954707542} {"data_time": 0.01686101872473955, "eta_seconds": 167749.04786118865, "iteration": 56039, "loss_fcos_cls": 0.30120360176078975, "loss_fcos_ctr": 0.6222620601765811, "loss_fcos_loc": 0.2200880111195147, "loss_mask": 0.2925182217732072, "loss_maskiou": 0.007219735081889667, "loss_sem_seg": 0.32461810717359185, "lr": 0.01, "mask_rcnn/accuracy": 0.8668894144959571, "mask_rcnn/false_negative": 0.09863165537244722, "mask_rcnn/false_positive": 0.16353372095809027, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7676334818825126, "total_loss": 1.7662635203450918} {"data_time": 0.015742306597530842, "eta_seconds": 167700.4646902727, "iteration": 56059, "loss_fcos_cls": 0.2899842755869031, "loss_fcos_ctr": 0.6258057057857513, "loss_fcos_loc": 0.21597555244807154, "loss_mask": 0.30618057772517204, "loss_maskiou": 0.008210588071960956, "loss_sem_seg": 0.34601450245827436, "lr": 0.01, "mask_rcnn/accuracy": 0.8674097348966687, "mask_rcnn/false_negative": 0.10880764804733849, "mask_rcnn/false_positive": 0.14873324185845732, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.75, "time": 0.776367736980319, "total_loss": 1.787933515603072} {"data_time": 0.01572823617607355, "eta_seconds": 167684.78742741141, "iteration": 56079, "loss_fcos_cls": 0.3112569837830961, "loss_fcos_ctr": 0.6208166582509875, "loss_fcos_loc": 0.21552858361974359, "loss_mask": 0.3021003622561693, "loss_maskiou": 0.0076598796440521255, "loss_sem_seg": 0.3787360596470535, "lr": 0.01, "mask_rcnn/accuracy": 0.8735417571283832, "mask_rcnn/false_negative": 0.12423420628168556, "mask_rcnn/false_positive": 0.12747258035266062, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.75, "time": 0.7872744295746088, "total_loss": 1.8099617792540812} {"data_time": 0.015735335648059845, "eta_seconds": 167648.3071752023, "iteration": 56099, "loss_fcos_cls": 0.29718347219750285, "loss_fcos_ctr": 0.6266015889123082, "loss_fcos_loc": 0.21643091551959515, "loss_mask": 0.30564809730276465, "loss_maskiou": 0.006970732065383345, "loss_sem_seg": 0.32176921097561717, "lr": 0.01, "mask_rcnn/accuracy": 0.8692798033847686, "mask_rcnn/false_negative": 0.10925059746997137, "mask_rcnn/false_positive": 0.15796686769051055, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.5, "time": 0.7699696747586131, "total_loss": 1.8202096356544644} {"data_time": 0.015387451276183128, "eta_seconds": 167626.68417743873, "iteration": 56119, "loss_fcos_cls": 0.2982623840216547, "loss_fcos_ctr": 0.6242748154327273, "loss_fcos_loc": 0.22163780103437603, "loss_mask": 0.3130415501073003, "loss_maskiou": 0.008252899104263633, "loss_sem_seg": 0.3204253693111241, "lr": 0.01, "mask_rcnn/accuracy": 0.8467223461972249, "mask_rcnn/false_negative": 0.10835195534285735, "mask_rcnn/false_positive": 0.1898946519070036, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.780432385392487, "total_loss": 1.8012771336798323} {"data_time": 0.015913774259388447, "eta_seconds": 167604.9621077003, "iteration": 56139, "loss_fcos_cls": 0.3114312728866935, "loss_fcos_ctr": 0.6262659626081586, "loss_fcos_loc": 0.22803569922689348, "loss_mask": 0.30836518108844757, "loss_maskiou": 0.0076428141255746596, "loss_sem_seg": 0.3452695356681943, "lr": 0.01, "mask_rcnn/accuracy": 0.8636997054919529, "mask_rcnn/false_negative": 0.0926191990768276, "mask_rcnn/false_positive": 0.18758949408116532, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.5, "time": 0.7891459772363305, "total_loss": 1.8150027685624082} {"data_time": 0.01571298111230135, "eta_seconds": 167654.96582874656, "iteration": 56159, "loss_fcos_cls": 0.2996316585922614, "loss_fcos_ctr": 0.6264716635923833, "loss_fcos_loc": 0.2214061850681901, "loss_mask": 0.29798232950270176, "loss_maskiou": 0.007842568193154875, "loss_sem_seg": 0.3303584987297654, "lr": 0.01, "mask_rcnn/accuracy": 0.867105502915452, "mask_rcnn/false_negative": 0.10979494557707692, "mask_rcnn/false_positive": 0.16989081225842279, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7917975466698408, "total_loss": 1.7620380755906808} {"data_time": 0.016690936870872974, "eta_seconds": 167639.2854900062, "iteration": 56179, "loss_fcos_cls": 0.2897413312457502, "loss_fcos_ctr": 0.6263731708750129, "loss_fcos_loc": 0.22599633876234293, "loss_mask": 0.3093140358105302, "loss_maskiou": 0.007573122304165736, "loss_sem_seg": 0.2944641849026084, "lr": 0.01, "mask_rcnn/accuracy": 0.877928052576963, "mask_rcnn/false_negative": 0.11871602519771288, "mask_rcnn/false_positive": 0.13497167526928727, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7764415508136153, "total_loss": 1.784745466444292} {"data_time": 0.014830906875431538, "eta_seconds": 167569.93058641814, "iteration": 56199, "loss_fcos_cls": 0.2895833011716604, "loss_fcos_ctr": 0.6233811909332871, "loss_fcos_loc": 0.222222761483863, "loss_mask": 0.3007460478693247, "loss_maskiou": 0.007089952181559056, "loss_sem_seg": 0.3041221620514989, "lr": 0.01, "mask_rcnn/accuracy": 0.8529419820899011, "mask_rcnn/false_negative": 0.11508294819928094, "mask_rcnn/false_positive": 0.16797826537465813, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7739559942856431, "total_loss": 1.7527219214243814} {"data_time": 0.015987872146070004, "eta_seconds": 167575.04658738244, "iteration": 56219, "loss_fcos_cls": 0.28773519629612565, "loss_fcos_ctr": 0.6263352055102587, "loss_fcos_loc": 0.21907770645339042, "loss_mask": 0.29873797204345465, "loss_maskiou": 0.007130782083550002, "loss_sem_seg": 0.34124349197372794, "lr": 0.01, "mask_rcnn/accuracy": 0.8779204426525855, "mask_rcnn/false_negative": 0.10041018671028129, "mask_rcnn/false_positive": 0.12225540033389498, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7916814591735601, "total_loss": 1.782915126212174} {"data_time": 0.015139073133468628, "eta_seconds": 167538.57995090447, "iteration": 56239, "loss_fcos_cls": 0.31148649292299524, "loss_fcos_ctr": 0.6269761919975281, "loss_fcos_loc": 0.22561502503231168, "loss_mask": 0.29765310045331717, "loss_maskiou": 0.008002790811588056, "loss_sem_seg": 0.3430240862071514, "lr": 0.01, "mask_rcnn/accuracy": 0.8753581551668286, "mask_rcnn/false_negative": 0.09614138534290725, "mask_rcnn/false_positive": 0.15358230508634707, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7814123062416911, "total_loss": 1.8315055834536906} {"data_time": 0.017115178517997265, "eta_seconds": 167559.7838209374, "iteration": 56259, "loss_fcos_cls": 0.28900385182350874, "loss_fcos_ctr": 0.6248983973637223, "loss_fcos_loc": 0.21896771038882434, "loss_mask": 0.3022465407848358, "loss_maskiou": 0.007155244635214331, "loss_sem_seg": 0.3354139942675829, "lr": 0.01, "mask_rcnn/accuracy": 0.8621469831775075, "mask_rcnn/false_negative": 0.10823138210334221, "mask_rcnn/false_positive": 0.17725295884346548, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7863820092752576, "total_loss": 1.7788746501901187} {"data_time": 0.015111488290131092, "eta_seconds": 167544.10505235102, "iteration": 56279, "loss_fcos_cls": 0.2832536374917254, "loss_fcos_ctr": 0.6244434136897326, "loss_fcos_loc": 0.21714393340516835, "loss_mask": 0.298357049934566, "loss_maskiou": 0.007182622270192951, "loss_sem_seg": 0.3157765557989478, "lr": 0.01, "mask_rcnn/accuracy": 0.888809400571823, "mask_rcnn/false_negative": 0.09025834214117787, "mask_rcnn/false_positive": 0.1270364285096182, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.7845146851614118, "total_loss": 1.740685571130598} {"data_time": 0.017308332957327366, "eta_seconds": 167479.56853927393, "iteration": 56299, "loss_fcos_cls": 0.29143375577405095, "loss_fcos_ctr": 0.6240382138639688, "loss_fcos_loc": 0.22264499543234706, "loss_mask": 0.2941770162433386, "loss_maskiou": 0.008105459113721736, "loss_sem_seg": 0.35086607141420245, "lr": 0.01, "mask_rcnn/accuracy": 0.8700576327732861, "mask_rcnn/false_negative": 0.09200999540348848, "mask_rcnn/false_positive": 0.18187478170067167, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7818151339888573, "total_loss": 1.7973139316236484} {"data_time": 0.017466600984334946, "eta_seconds": 167438.28785102908, "iteration": 56319, "loss_fcos_cls": 0.29061473172623664, "loss_fcos_ctr": 0.6256751017645001, "loss_fcos_loc": 0.21853124321205541, "loss_mask": 0.3106806045398116, "loss_maskiou": 0.007547944405814633, "loss_sem_seg": 0.3062273361720145, "lr": 0.01, "mask_rcnn/accuracy": 0.8724279441911698, "mask_rcnn/false_negative": 0.10643691506973041, "mask_rcnn/false_positive": 0.15089329143299157, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7702252818271518, "total_loss": 1.752191157254856} {"data_time": 0.015410616993904114, "eta_seconds": 167341.43519775104, "iteration": 56339, "loss_fcos_cls": 0.30861956533044577, "loss_fcos_ctr": 0.6232887716032565, "loss_fcos_loc": 0.225023195380345, "loss_mask": 0.32155631575733423, "loss_maskiou": 0.007811084025888704, "loss_sem_seg": 0.3810440832749009, "lr": 0.01, "mask_rcnn/accuracy": 0.8592257175873382, "mask_rcnn/false_negative": 0.08346817161776077, "mask_rcnn/false_positive": 0.18934294612863878, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.25, "time": 0.7849439000710845, "total_loss": 1.856098630494671} {"data_time": 0.016158239915966988, "eta_seconds": 167361.87605419382, "iteration": 56359, "loss_fcos_cls": 0.3084361841902137, "loss_fcos_ctr": 0.6232865769416094, "loss_fcos_loc": 0.22003264166414738, "loss_mask": 0.2938548307865858, "loss_maskiou": 0.00793735908519011, "loss_sem_seg": 0.3623928721062839, "lr": 0.01, "mask_rcnn/accuracy": 0.8631539022712911, "mask_rcnn/false_negative": 0.11640497634602397, "mask_rcnn/false_positive": 0.18432682067735223, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.8076215740293264, "total_loss": 1.8595589482574724} {"data_time": 0.015500281006097794, "eta_seconds": 167500.55771027785, "iteration": 56379, "loss_fcos_cls": 0.28811622131615877, "loss_fcos_ctr": 0.6267382623627782, "loss_fcos_loc": 0.2229538569226861, "loss_mask": 0.2963018771260977, "loss_maskiou": 0.007103347787051462, "loss_sem_seg": 0.31285197753459215, "lr": 0.01, "mask_rcnn/accuracy": 0.876862404115599, "mask_rcnn/false_negative": 0.0895623410406653, "mask_rcnn/false_positive": 0.15550059800484373, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.25, "time": 0.8015937674790621, "total_loss": 1.7566327202948742} {"data_time": 0.015661186538636684, "eta_seconds": 167375.60065362696, "iteration": 56399, "loss_fcos_cls": 0.28835959592834115, "loss_fcos_ctr": 0.6260370127856731, "loss_fcos_loc": 0.2259095748886466, "loss_mask": 0.3058125600218773, "loss_maskiou": 0.006967350913328119, "loss_sem_seg": 0.3530182857066393, "lr": 0.01, "mask_rcnn/accuracy": 0.8501557315332825, "mask_rcnn/false_negative": 0.11768602932830972, "mask_rcnn/false_positive": 0.1704943038417679, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7708664145320654, "total_loss": 1.8128066085046157} {"data_time": 0.015391046181321144, "eta_seconds": 167359.92885427643, "iteration": 56419, "loss_fcos_cls": 0.3090327396057546, "loss_fcos_ctr": 0.6243628738448024, "loss_fcos_loc": 0.21982485189801082, "loss_mask": 0.3031967720016837, "loss_maskiou": 0.007472766752471216, "loss_sem_seg": 0.3287599333561957, "lr": 0.01, "mask_rcnn/accuracy": 0.8566021517302573, "mask_rcnn/false_negative": 0.10433879242423993, "mask_rcnn/false_positive": 0.1710540064019277, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 31.25, "time": 0.7914614891633391, "total_loss": 1.7618927476578392} {"data_time": 0.015884465537965298, "eta_seconds": 167299.2057330273, "iteration": 56439, "loss_fcos_cls": 0.29498674673959613, "loss_fcos_ctr": 0.6211579325608909, "loss_fcos_loc": 0.2196485090535134, "loss_mask": 0.2976903924718499, "loss_maskiou": 0.007382735755527392, "loss_sem_seg": 0.34063961124047637, "lr": 0.01, "mask_rcnn/accuracy": 0.876128381039916, "mask_rcnn/false_negative": 0.08580627903335247, "mask_rcnn/false_positive": 0.1496587546410594, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7832145718857646, "total_loss": 1.7752069594571367} {"data_time": 0.016377289779484272, "eta_seconds": 167213.49796128552, "iteration": 56459, "loss_fcos_cls": 0.28369032801128924, "loss_fcos_ctr": 0.6261217398568988, "loss_fcos_loc": 0.22183674154803157, "loss_mask": 0.3038093112409115, "loss_maskiou": 0.008165266557625728, "loss_sem_seg": 0.30753075145184994, "lr": 0.01, "mask_rcnn/accuracy": 0.8853976109358217, "mask_rcnn/false_negative": 0.099922553835206, "mask_rcnn/false_positive": 0.14993988161930027, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7737403456121683, "total_loss": 1.7685149309691042} {"data_time": 0.015367868356406689, "eta_seconds": 167231.78579553124, "iteration": 56479, "loss_fcos_cls": 0.3038774093147367, "loss_fcos_ctr": 0.6252905251458287, "loss_fcos_loc": 0.2223677763249725, "loss_mask": 0.3013615133240819, "loss_maskiou": 0.006956448341952637, "loss_sem_seg": 0.38214235357008874, "lr": 0.01, "mask_rcnn/accuracy": 0.8737699800199801, "mask_rcnn/false_negative": 0.11072988673308586, "mask_rcnn/false_positive": 0.151181667978454, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.25, "time": 0.7816738439723849, "total_loss": 1.8742143346025841} {"data_time": 0.016407620161771774, "eta_seconds": 167216.12159521412, "iteration": 56499, "loss_fcos_cls": 0.2956733526661992, "loss_fcos_ctr": 0.6271514715626836, "loss_fcos_loc": 0.21917902631685138, "loss_mask": 0.30401953402906656, "loss_maskiou": 0.007106157601810992, "loss_sem_seg": 0.3776058400981128, "lr": 0.01, "mask_rcnn/accuracy": 0.8628014842300556, "mask_rcnn/false_negative": 0.10412551729036115, "mask_rcnn/false_positive": 0.16258911731662717, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.75, "time": 0.787424641661346, "total_loss": 1.8131850883364677} {"data_time": 0.014443732798099518, "eta_seconds": 167136.9134339923, "iteration": 56519, "loss_fcos_cls": 0.2955353339202702, "loss_fcos_ctr": 0.6234690845012665, "loss_fcos_loc": 0.21673797606490552, "loss_mask": 0.29503483045846224, "loss_maskiou": 0.007475964986952022, "loss_sem_seg": 0.3389589274302125, "lr": 0.01, "mask_rcnn/accuracy": 0.8854515913508261, "mask_rcnn/false_negative": 0.09707616392768931, "mask_rcnn/false_positive": 0.17189763132444433, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7837814809754491, "total_loss": 1.771897592334426} {"data_time": 0.014842101372778416, "eta_seconds": 167184.7931945799, "iteration": 56539, "loss_fcos_cls": 0.2950898080598563, "loss_fcos_ctr": 0.6235106186941266, "loss_fcos_loc": 0.20929834921844304, "loss_mask": 0.2946954956278205, "loss_maskiou": 0.006964708503801376, "loss_sem_seg": 0.3134996307780966, "lr": 0.01, "mask_rcnn/accuracy": 0.8775118600071607, "mask_rcnn/false_negative": 0.1020722416992962, "mask_rcnn/false_positive": 0.15410265611118534, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.75, "time": 0.8093219073489308, "total_loss": 1.7602825613867026} {"data_time": 0.01569843478500843, "eta_seconds": 167064.41617922857, "iteration": 56559, "loss_fcos_cls": 0.28932868456467986, "loss_fcos_ctr": 0.6271823104470968, "loss_fcos_loc": 0.22723382688127458, "loss_mask": 0.29839932080358267, "loss_maskiou": 0.006962363870115951, "loss_sem_seg": 0.3335767709650099, "lr": 0.01, "mask_rcnn/accuracy": 0.8688031462585034, "mask_rcnn/false_negative": 0.09431624643679676, "mask_rcnn/false_positive": 0.18003666765969534, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7746904576197267, "total_loss": 1.7865876435098471} {"data_time": 0.014317675493657589, "eta_seconds": 167048.76179078594, "iteration": 56579, "loss_fcos_cls": 0.30967421061359346, "loss_fcos_ctr": 0.6248086430132389, "loss_fcos_loc": 0.22657935181632638, "loss_mask": 0.28394589852541685, "loss_maskiou": 0.007971487648319453, "loss_sem_seg": 0.3725001895800233, "lr": 0.01, "mask_rcnn/accuracy": 0.8648814016707906, "mask_rcnn/false_negative": 0.09236626740920173, "mask_rcnn/false_positive": 0.17437389748175655, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.0, "time": 0.7965957270935178, "total_loss": 1.7871538690669695} {"data_time": 0.014869676902890205, "eta_seconds": 167050.69197738357, "iteration": 56599, "loss_fcos_cls": 0.2997290790081024, "loss_fcos_ctr": 0.6268740072846413, "loss_fcos_loc": 0.2273900918662548, "loss_mask": 0.30927416402846575, "loss_maskiou": 0.00751830578155932, "loss_sem_seg": 0.34173120837658644, "lr": 0.01, "mask_rcnn/accuracy": 0.8637752571266601, "mask_rcnn/false_negative": 0.10917328986745492, "mask_rcnn/false_positive": 0.19008260599641316, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7820484200492501, "total_loss": 1.806808887704392} {"data_time": 0.01717819646000862, "eta_seconds": 167035.03594090976, "iteration": 56619, "loss_fcos_cls": 0.29041582345962524, "loss_fcos_ctr": 0.6248491313308477, "loss_fcos_loc": 0.2200242452090606, "loss_mask": 0.2945562116801739, "loss_maskiou": 0.007559432342532091, "loss_sem_seg": 0.32722373493015766, "lr": 0.01, "mask_rcnn/accuracy": 0.8674951409135083, "mask_rcnn/false_negative": 0.10957416913315604, "mask_rcnn/false_positive": 0.1736438373252409, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 26.25, "time": 0.7899404224008322, "total_loss": 1.760266763434629} {"data_time": 0.015413685701787472, "eta_seconds": 167060.2648529522, "iteration": 56639, "loss_fcos_cls": 0.2975740022957325, "loss_fcos_ctr": 0.6243295418098569, "loss_fcos_loc": 0.21141164319124073, "loss_mask": 0.28943479619920254, "loss_maskiou": 0.007198280320153572, "loss_sem_seg": 0.33584429090842605, "lr": 0.01, "mask_rcnn/accuracy": 0.8571701633239504, "mask_rcnn/false_negative": 0.10698181030539494, "mask_rcnn/false_positive": 0.15848626691635898, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.0, "time": 0.7883674604818225, "total_loss": 1.7700756274862215} {"data_time": 0.01582600735127926, "eta_seconds": 167027.3057036521, "iteration": 56659, "loss_fcos_cls": 0.28928591334261, "loss_fcos_ctr": 0.6263387287035584, "loss_fcos_loc": 0.21901623718440533, "loss_mask": 0.3033860791474581, "loss_maskiou": 0.007717606873484328, "loss_sem_seg": 0.3303634524345398, "lr": 0.01, "mask_rcnn/accuracy": 0.8571373824379149, "mask_rcnn/false_negative": 0.11823548761953712, "mask_rcnn/false_positive": 0.159096486225402, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7682211995124817, "total_loss": 1.7655292495765025} {"data_time": 0.01585453748703003, "eta_seconds": 167156.19546271954, "iteration": 56679, "loss_fcos_cls": 0.2936760752927512, "loss_fcos_ctr": 0.6233487529680133, "loss_fcos_loc": 0.22208020044490695, "loss_mask": 0.3062898600474, "loss_maskiou": 0.007452284451574087, "loss_sem_seg": 0.3321340293623507, "lr": 0.01, "mask_rcnn/accuracy": 0.8832088192419825, "mask_rcnn/false_negative": 0.08965343044851365, "mask_rcnn/false_positive": 0.13004011223913212, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.7916707927361131, "total_loss": 1.7798240977863315} {"data_time": 0.016731529496610165, "eta_seconds": 167187.36601222493, "iteration": 56699, "loss_fcos_cls": 0.2932017236016691, "loss_fcos_ctr": 0.6219437327235937, "loss_fcos_loc": 0.2182246851734817, "loss_mask": 0.3024670844897628, "loss_maskiou": 0.008042843430303037, "loss_sem_seg": 0.3405160172842443, "lr": 0.01, "mask_rcnn/accuracy": 0.8624356186955621, "mask_rcnn/false_negative": 0.11313059426697733, "mask_rcnn/false_positive": 0.17519664849028194, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 39.0, "time": 0.7927996823564172, "total_loss": 1.783808734093327} {"data_time": 0.015539358370006084, "eta_seconds": 167171.6898207385, "iteration": 56719, "loss_fcos_cls": 0.292367837857455, "loss_fcos_ctr": 0.6263978555798531, "loss_fcos_loc": 0.22816640487872064, "loss_mask": 0.3043284313753247, "loss_maskiou": 0.007479563661036082, "loss_sem_seg": 0.31213606032542884, "lr": 0.01, "mask_rcnn/accuracy": 0.8595738827445872, "mask_rcnn/false_negative": 0.10881904977639092, "mask_rcnn/false_positive": 0.16750778383062975, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.0, "time": 0.7854591812938452, "total_loss": 1.7624273242690833} {"data_time": 0.01644533220678568, "eta_seconds": 167156.0136292521, "iteration": 56739, "loss_fcos_cls": 0.3078642125474289, "loss_fcos_ctr": 0.6277301125228405, "loss_fcos_loc": 0.2261996758170426, "loss_mask": 0.31393970269709826, "loss_maskiou": 0.007620348740601912, "loss_sem_seg": 0.3755075349472463, "lr": 0.01, "mask_rcnn/accuracy": 0.8631625453150762, "mask_rcnn/false_negative": 0.10802820977551245, "mask_rcnn/false_positive": 0.19255384267223727, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7884145816788077, "total_loss": 1.85988117477973} {"data_time": 0.015680096112191677, "eta_seconds": 167140.33743776567, "iteration": 56759, "loss_fcos_cls": 0.2944215307943523, "loss_fcos_ctr": 0.6241057254374027, "loss_fcos_loc": 0.2213028185069561, "loss_mask": 0.305865366011858, "loss_maskiou": 0.007349442836130038, "loss_sem_seg": 0.34650477347895503, "lr": 0.01, "mask_rcnn/accuracy": 0.8672017838612442, "mask_rcnn/false_negative": 0.11172819756521446, "mask_rcnn/false_positive": 0.16119435894512046, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7886573439463973, "total_loss": 1.7975568704932812} {"data_time": 0.016169636510312557, "eta_seconds": 167347.81095918547, "iteration": 56779, "loss_fcos_cls": 0.2911448525264859, "loss_fcos_ctr": 0.6235694154165685, "loss_fcos_loc": 0.21091386454645544, "loss_mask": 0.2971086846664548, "loss_maskiou": 0.007574328890768811, "loss_sem_seg": 0.32045080978423357, "lr": 0.01, "mask_rcnn/accuracy": 0.8447857526469233, "mask_rcnn/false_negative": 0.10654247013179935, "mask_rcnn/false_positive": 0.20015462134647477, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.8097548894584179, "total_loss": 1.776725518022431} {"data_time": 0.016528625041246414, "eta_seconds": 167354.32046568207, "iteration": 56799, "loss_fcos_cls": 0.30391024984419346, "loss_fcos_ctr": 0.6231172764673829, "loss_fcos_loc": 0.2188273895299062, "loss_mask": 0.29898498114198446, "loss_maskiou": 0.0072378591721644625, "loss_sem_seg": 0.3647465882822871, "lr": 0.01, "mask_rcnn/accuracy": 0.8664232934553131, "mask_rcnn/false_negative": 0.12120219691388784, "mask_rcnn/false_positive": 0.1415898248119532, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.7761091897264123, "total_loss": 1.783781083591748} {"data_time": 0.018807070329785347, "eta_seconds": 167316.41671359818, "iteration": 56819, "loss_fcos_cls": 0.29371326323598623, "loss_fcos_ctr": 0.623888123780489, "loss_fcos_loc": 0.224257062189281, "loss_mask": 0.30274659115821123, "loss_maskiou": 0.007962926756590605, "loss_sem_seg": 0.35839101113379, "lr": 0.01, "mask_rcnn/accuracy": 0.876599831186426, "mask_rcnn/false_negative": 0.10005235290707606, "mask_rcnn/false_positive": 0.16882896428340424, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7769770557060838, "total_loss": 1.8275846318283584} {"data_time": 0.016383069567382336, "eta_seconds": 167429.26454377733, "iteration": 56839, "loss_fcos_cls": 0.29651529202237725, "loss_fcos_ctr": 0.6247307769954205, "loss_fcos_loc": 0.22890421538613737, "loss_mask": 0.3012721259146929, "loss_maskiou": 0.007453570076904725, "loss_sem_seg": 0.3626379841007292, "lr": 0.01, "mask_rcnn/accuracy": 0.8626434948979592, "mask_rcnn/false_negative": 0.10725743508157833, "mask_rcnn/false_positive": 0.17112645855246933, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.791499144397676, "total_loss": 1.8211892226681812} {"data_time": 0.015515592880547047, "eta_seconds": 167458.0911018066, "iteration": 56859, "loss_fcos_cls": 0.2816585823893547, "loss_fcos_ctr": 0.6246703597716987, "loss_fcos_loc": 0.21553611441049725, "loss_mask": 0.30352999176830053, "loss_maskiou": 0.007701458322117105, "loss_sem_seg": 0.3416321612894535, "lr": 0.01, "mask_rcnn/accuracy": 0.8819599097199364, "mask_rcnn/false_negative": 0.09677502903778233, "mask_rcnn/false_positive": 0.16909753027536903, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.0, "time": 0.7910096924751997, "total_loss": 1.7886781150882598} {"data_time": 0.018122155219316483, "eta_seconds": 167478.8188792849, "iteration": 56879, "loss_fcos_cls": 0.27898533269762993, "loss_fcos_ctr": 0.623186897020787, "loss_fcos_loc": 0.21955852373503149, "loss_mask": 0.3144596889615059, "loss_maskiou": 0.008085984794888645, "loss_sem_seg": 0.3084830194711685, "lr": 0.01, "mask_rcnn/accuracy": 0.8625043237634037, "mask_rcnn/false_negative": 0.0981726892874083, "mask_rcnn/false_positive": 0.15066089263160481, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7971106413751841, "total_loss": 1.7784783745591994} {"data_time": 0.01525875460356474, "eta_seconds": 167524.72075745836, "iteration": 56899, "loss_fcos_cls": 0.2963403027970344, "loss_fcos_ctr": 0.6233436968177557, "loss_fcos_loc": 0.2120969903189689, "loss_mask": 0.30824493430554867, "loss_maskiou": 0.00738231826107949, "loss_sem_seg": 0.32098530884832144, "lr": 0.01, "mask_rcnn/accuracy": 0.865575766707782, "mask_rcnn/false_negative": 0.10912971364696811, "mask_rcnn/false_positive": 0.1626884154422781, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 39.25, "time": 0.787430303171277, "total_loss": 1.795195803824754} {"data_time": 0.015302971936762333, "eta_seconds": 167508.99819203094, "iteration": 56919, "loss_fcos_cls": 0.3143694130703807, "loss_fcos_ctr": 0.6228785300627351, "loss_fcos_loc": 0.22259194939397275, "loss_mask": 0.30457911640405655, "loss_maskiou": 0.008068538776569767, "loss_sem_seg": 0.3667900542495772, "lr": 0.01, "mask_rcnn/accuracy": 0.8787187919385442, "mask_rcnn/false_negative": 0.10134401399464661, "mask_rcnn/false_positive": 0.16430983402861354, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.0, "time": 0.8007057560607791, "total_loss": 1.846835410950007} {"data_time": 0.017631543800234795, "eta_seconds": 167431.6685321452, "iteration": 56939, "loss_fcos_cls": 0.2968674167059362, "loss_fcos_ctr": 0.6227059429511428, "loss_fcos_loc": 0.21699152933433652, "loss_mask": 0.2938274024054408, "loss_maskiou": 0.006917326274560764, "loss_sem_seg": 0.30058100167661905, "lr": 0.01, "mask_rcnn/accuracy": 0.8705545995914089, "mask_rcnn/false_negative": 0.09112536290138137, "mask_rcnn/false_positive": 0.16374779023076122, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7851528842002153, "total_loss": 1.7694539027870633} {"data_time": 0.016926780343055725, "eta_seconds": 167415.9517497653, "iteration": 56959, "loss_fcos_cls": 0.29603678034618497, "loss_fcos_ctr": 0.6260884013026953, "loss_fcos_loc": 0.2296060777734965, "loss_mask": 0.30238952301442623, "loss_maskiou": 0.00726087081420701, "loss_sem_seg": 0.3165227905847132, "lr": 0.01, "mask_rcnn/accuracy": 0.8746315579966049, "mask_rcnn/false_negative": 0.0862077352750798, "mask_rcnn/false_positive": 0.151843135376393, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.784757012501359, "total_loss": 1.768265810183948} {"data_time": 0.015565291047096252, "eta_seconds": 167363.81092609093, "iteration": 56979, "loss_fcos_cls": 0.28301943140104413, "loss_fcos_ctr": 0.6243385169655085, "loss_fcos_loc": 0.20820489013567567, "loss_mask": 0.29006354231387377, "loss_maskiou": 0.007326238555833697, "loss_sem_seg": 0.3327023135498166, "lr": 0.01, "mask_rcnn/accuracy": 0.8949154713114754, "mask_rcnn/false_negative": 0.09371612198841577, "mask_rcnn/false_positive": 0.13112303950024895, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7851663827896118, "total_loss": 1.7778676695888862} {"data_time": 0.014055020175874233, "eta_seconds": 167329.7617820101, "iteration": 56999, "loss_fcos_cls": 0.29175505228340626, "loss_fcos_ctr": 0.6213394259102643, "loss_fcos_loc": 0.2115733545506373, "loss_mask": 0.2994205467402935, "loss_maskiou": 0.007664478202059399, "loss_sem_seg": 0.31983630219474435, "lr": 0.01, "mask_rcnn/accuracy": 0.8866515924551639, "mask_rcnn/false_negative": 0.09347447359055108, "mask_rcnn/false_positive": 0.1438552180555746, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7784991338849068, "total_loss": 1.766350163379684} {"data_time": 0.015331326052546501, "eta_seconds": 167228.01765817124, "iteration": 57019, "loss_fcos_cls": 0.28276433516293764, "loss_fcos_ctr": 0.6269529177807271, "loss_fcos_loc": 0.2228933615842834, "loss_mask": 0.3050198098644614, "loss_maskiou": 0.007005825187661685, "loss_sem_seg": 0.32605056185275316, "lr": 0.01, "mask_rcnn/accuracy": 0.8726879751288521, "mask_rcnn/false_negative": 0.09740895796194493, "mask_rcnn/false_positive": 0.15094152432411545, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.0, "time": 0.7691788878291845, "total_loss": 1.807293636346003} {"data_time": 0.01573009602725506, "eta_seconds": 167212.31409610156, "iteration": 57039, "loss_fcos_cls": 0.2938678856007755, "loss_fcos_ctr": 0.6230194186791778, "loss_fcos_loc": 0.2180521689588204, "loss_mask": 0.2954334570094943, "loss_maskiou": 0.008284476207336411, "loss_sem_seg": 0.35181439900770783, "lr": 0.01, "mask_rcnn/accuracy": 0.8693883031193144, "mask_rcnn/false_negative": 0.10191322227017763, "mask_rcnn/false_positive": 0.18352626945464454, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7740336302667856, "total_loss": 1.7872473838215228} {"data_time": 0.01691302750259638, "eta_seconds": 167256.4635238927, "iteration": 57059, "loss_fcos_cls": 0.30376571835950017, "loss_fcos_ctr": 0.6227099131792784, "loss_fcos_loc": 0.21642017597332597, "loss_mask": 0.2950907628983259, "loss_maskiou": 0.008084788525593467, "loss_sem_seg": 0.3653264306485653, "lr": 0.01, "mask_rcnn/accuracy": 0.8770379184082587, "mask_rcnn/false_negative": 0.09434069970369716, "mask_rcnn/false_positive": 0.1711756114512269, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.25, "time": 0.7862973874434829, "total_loss": 1.8338106463197619} {"data_time": 0.017722023651003838, "eta_seconds": 167224.44630173407, "iteration": 57079, "loss_fcos_cls": 0.2921874213498086, "loss_fcos_ctr": 0.6241572839207947, "loss_fcos_loc": 0.21593794936779886, "loss_mask": 0.29803143348544836, "loss_maskiou": 0.007568118686322123, "loss_sem_seg": 0.34453017730265856, "lr": 0.01, "mask_rcnn/accuracy": 0.8784462648695841, "mask_rcnn/false_negative": 0.10043170828834967, "mask_rcnn/false_positive": 0.15631568968224407, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7799749989062548, "total_loss": 1.7845822550880257} {"data_time": 0.016332230530679226, "eta_seconds": 167305.93427310605, "iteration": 57099, "loss_fcos_cls": 0.2969815256074071, "loss_fcos_ctr": 0.6270890459418297, "loss_fcos_loc": 0.21810321509838104, "loss_mask": 0.2992656137794256, "loss_maskiou": 0.007083765885909088, "loss_sem_seg": 0.3029957083053887, "lr": 0.01, "mask_rcnn/accuracy": 0.8687253472817699, "mask_rcnn/false_negative": 0.10810475277646983, "mask_rcnn/false_positive": 0.13177193101620366, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.8074169363826513, "total_loss": 1.7427290614286903} {"data_time": 0.015588752925395966, "eta_seconds": 167294.40039879363, "iteration": 57119, "loss_fcos_cls": 0.28596044587902725, "loss_fcos_ctr": 0.6258937595412135, "loss_fcos_loc": 0.21920443861745298, "loss_mask": 0.3084581596776843, "loss_maskiou": 0.0074776276596821845, "loss_sem_seg": 0.31323450815398246, "lr": 0.01, "mask_rcnn/accuracy": 0.8679229293068578, "mask_rcnn/false_negative": 0.10921891031686826, "mask_rcnn/false_positive": 0.1456280558441402, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.25, "time": 0.7820166731253266, "total_loss": 1.7741984866734128} {"data_time": 0.014938791282474995, "eta_seconds": 167274.50070834626, "iteration": 57139, "loss_fcos_cls": 0.2895152694545686, "loss_fcos_ctr": 0.6251217937096953, "loss_fcos_loc": 0.22110430407337844, "loss_mask": 0.295466392301023, "loss_maskiou": 0.007726468495093286, "loss_sem_seg": 0.3649742933921516, "lr": 0.01, "mask_rcnn/accuracy": 0.8639152621890369, "mask_rcnn/false_negative": 0.1003426142088149, "mask_rcnn/false_positive": 0.1624699691238239, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.75, "time": 0.7784621361643076, "total_loss": 1.803751332583488} {"data_time": 0.016265561804175377, "eta_seconds": 167161.61569458805, "iteration": 57159, "loss_fcos_cls": 0.30135712632909417, "loss_fcos_ctr": 0.6279887482523918, "loss_fcos_loc": 0.2249256989452988, "loss_mask": 0.2940537463873625, "loss_maskiou": 0.007237325597088784, "loss_sem_seg": 0.3727153171785176, "lr": 0.01, "mask_rcnn/accuracy": 0.8753094987995198, "mask_rcnn/false_negative": 0.10355896051032136, "mask_rcnn/false_positive": 0.14488152592297493, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7764140591025352, "total_loss": 1.8339638890174683} {"data_time": 0.016980688087642193, "eta_seconds": 167188.3570133904, "iteration": 57179, "loss_fcos_cls": 0.2875304298941046, "loss_fcos_ctr": 0.6234980067238212, "loss_fcos_loc": 0.2210742407478392, "loss_mask": 0.29938875138759613, "loss_maskiou": 0.007926104095531628, "loss_sem_seg": 0.3477540104649961, "lr": 0.01, "mask_rcnn/accuracy": 0.8574154379755029, "mask_rcnn/false_negative": 0.12783917646143167, "mask_rcnn/false_positive": 0.18353324523433473, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 31.0, "time": 0.7926376713439822, "total_loss": 1.790938121266663} {"data_time": 0.01559411734342575, "eta_seconds": 167190.96393727884, "iteration": 57199, "loss_fcos_cls": 0.2971765142865479, "loss_fcos_ctr": 0.6247998736798763, "loss_fcos_loc": 0.22121926449472085, "loss_mask": 0.2939973212778568, "loss_maskiou": 0.006948654950974742, "loss_sem_seg": 0.3396856845356524, "lr": 0.01, "mask_rcnn/accuracy": 0.8596793311655062, "mask_rcnn/false_negative": 0.1021746584310938, "mask_rcnn/false_positive": 0.16674374155162536, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.7754265908151865, "total_loss": 1.775184178390191} {"data_time": 0.01654937583953142, "eta_seconds": 167105.00704359915, "iteration": 57219, "loss_fcos_cls": 0.3081726673990488, "loss_fcos_ctr": 0.6220318311825395, "loss_fcos_loc": 0.21774833975359797, "loss_mask": 0.2956189997494221, "loss_maskiou": 0.007466470240615308, "loss_sem_seg": 0.3471958227455616, "lr": 0.01, "mask_rcnn/accuracy": 0.8799832003837911, "mask_rcnn/false_negative": 0.1109476950675158, "mask_rcnn/false_positive": 0.1506493358521121, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.0, "time": 0.7819479452446103, "total_loss": 1.8012994930832065} {"data_time": 0.016557080671191216, "eta_seconds": 167115.0808712598, "iteration": 57239, "loss_fcos_cls": 0.29480664036236703, "loss_fcos_ctr": 0.6253342926502228, "loss_fcos_loc": 0.22395729972049594, "loss_mask": 0.30178199149668217, "loss_maskiou": 0.006953646763577126, "loss_sem_seg": 0.3303482255432755, "lr": 0.01, "mask_rcnn/accuracy": 0.8747389182694119, "mask_rcnn/false_negative": 0.106331688477737, "mask_rcnn/false_positive": 0.16410800332003497, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.800229306332767, "total_loss": 1.8163229095807765} {"data_time": 0.01621135789901018, "eta_seconds": 167083.07743565552, "iteration": 57259, "loss_fcos_cls": 0.2939930821303278, "loss_fcos_ctr": 0.6248184908181429, "loss_fcos_loc": 0.22295966814272106, "loss_mask": 0.29954669438302517, "loss_maskiou": 0.0072438720089849085, "loss_sem_seg": 0.29269780311733484, "lr": 0.01, "mask_rcnn/accuracy": 0.8688181238404453, "mask_rcnn/false_negative": 0.08775895975568129, "mask_rcnn/false_positive": 0.1565638617720944, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.5, "time": 0.776953587308526, "total_loss": 1.7416447435680311} {"data_time": 0.014840391464531422, "eta_seconds": 167057.8867630167, "iteration": 57279, "loss_fcos_cls": 0.29875516844913363, "loss_fcos_ctr": 0.6263157110661268, "loss_fcos_loc": 0.2354281642474234, "loss_mask": 0.30674016289412975, "loss_maskiou": 0.007316415591049008, "loss_sem_seg": 0.3270043544471264, "lr": 0.01, "mask_rcnn/accuracy": 0.8487367543171115, "mask_rcnn/false_negative": 0.11406051710204602, "mask_rcnn/false_positive": 0.18687562879835629, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7741940189152956, "total_loss": 1.803142537799431} {"data_time": 0.018772657960653305, "eta_seconds": 167094.08716764394, "iteration": 57299, "loss_fcos_cls": 0.29241608222946525, "loss_fcos_ctr": 0.6254418976604939, "loss_fcos_loc": 0.22664789436385036, "loss_mask": 0.2945937477052212, "loss_maskiou": 0.007450234406860545, "loss_sem_seg": 0.36766168428584933, "lr": 0.01, "mask_rcnn/accuracy": 0.8581430697278911, "mask_rcnn/false_negative": 0.11359868184028603, "mask_rcnn/false_positive": 0.15957269077819936, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.799620496109128, "total_loss": 1.7971469448966673} {"data_time": 0.01620478183031082, "eta_seconds": 167052.2441367563, "iteration": 57319, "loss_fcos_cls": 0.2884145975112915, "loss_fcos_ctr": 0.6242364477366209, "loss_fcos_loc": 0.21768194949254394, "loss_mask": 0.2965514753013849, "loss_maskiou": 0.00793747662100941, "loss_sem_seg": 0.3631572872400284, "lr": 0.01, "mask_rcnn/accuracy": 0.8730675008098477, "mask_rcnn/false_negative": 0.1000023742830779, "mask_rcnn/false_positive": 0.13357603196480655, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7662650421261787, "total_loss": 1.7904096178972395} {"data_time": 0.017039700411260128, "eta_seconds": 167010.76648243424, "iteration": 57339, "loss_fcos_cls": 0.2914138662163168, "loss_fcos_ctr": 0.6236718436703086, "loss_fcos_loc": 0.2233125496422872, "loss_mask": 0.30321437306702137, "loss_maskiou": 0.007519402221078053, "loss_sem_seg": 0.33609295170754194, "lr": 0.01, "mask_rcnn/accuracy": 0.884953981592637, "mask_rcnn/false_negative": 0.08324047019839897, "mask_rcnn/false_positive": 0.1266446236297346, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.781832730397582, "total_loss": 1.7689894154900685} {"data_time": 0.01669793576002121, "eta_seconds": 166995.05972224008, "iteration": 57359, "loss_fcos_cls": 0.2909267572686076, "loss_fcos_ctr": 0.6273087812587619, "loss_fcos_loc": 0.22442671202588826, "loss_mask": 0.29787738248705864, "loss_maskiou": 0.0072497023502364755, "loss_sem_seg": 0.29947309754788876, "lr": 0.01, "mask_rcnn/accuracy": 0.8718889090743938, "mask_rcnn/false_negative": 0.09195193468615771, "mask_rcnn/false_positive": 0.15057016883687868, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.790199426934123, "total_loss": 1.7561187308238004} {"data_time": 0.01652158983051777, "eta_seconds": 166885.9493059069, "iteration": 57379, "loss_fcos_cls": 0.2819866328500211, "loss_fcos_ctr": 0.624255083501339, "loss_fcos_loc": 0.21963132556993514, "loss_mask": 0.303905519656837, "loss_maskiou": 0.006465721467975527, "loss_sem_seg": 0.32474499149248004, "lr": 0.01, "mask_rcnn/accuracy": 0.850520046985631, "mask_rcnn/false_negative": 0.1276498607893939, "mask_rcnn/false_positive": 0.17965601697355815, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7863102201372385, "total_loss": 1.7707469680026406} {"data_time": 0.01665104739367962, "eta_seconds": 167022.24591861013, "iteration": 57399, "loss_fcos_cls": 0.2914042854681611, "loss_fcos_ctr": 0.6222635367885232, "loss_fcos_loc": 0.21821000101044774, "loss_mask": 0.28884667344391346, "loss_maskiou": 0.007298075797734782, "loss_sem_seg": 0.33171265898272395, "lr": 0.01, "mask_rcnn/accuracy": 0.8857177643784786, "mask_rcnn/false_negative": 0.08642844256716647, "mask_rcnn/false_positive": 0.1491919758407863, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.8007958782836795, "total_loss": 1.7741502110147849} {"data_time": 0.01597374677658081, "eta_seconds": 166947.93944165763, "iteration": 57419, "loss_fcos_cls": 0.3025535037741065, "loss_fcos_ctr": 0.621430890634656, "loss_fcos_loc": 0.21506954194046557, "loss_mask": 0.2930069318972528, "loss_maskiou": 0.007068337945383973, "loss_sem_seg": 0.3193062702193856, "lr": 0.01, "mask_rcnn/accuracy": 0.8725131216279616, "mask_rcnn/false_negative": 0.10117026505320725, "mask_rcnn/false_positive": 0.14646611825693956, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7779743727296591, "total_loss": 1.769416193725192} {"data_time": 0.015017523430287838, "eta_seconds": 166941.70856957696, "iteration": 57439, "loss_fcos_cls": 0.29850024706684053, "loss_fcos_ctr": 0.6233498733490705, "loss_fcos_loc": 0.21164793078787625, "loss_mask": 0.2969460925087333, "loss_maskiou": 0.007476820406736806, "loss_sem_seg": 0.33794139325618744, "lr": 0.01, "mask_rcnn/accuracy": 0.8622299575424576, "mask_rcnn/false_negative": 0.09370374848682678, "mask_rcnn/false_positive": 0.15363285511132294, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.75, "time": 0.7801985014230013, "total_loss": 1.7613660654751584} {"data_time": 0.01683638896793127, "eta_seconds": 166916.52592126932, "iteration": 57459, "loss_fcos_cls": 0.29256894742138684, "loss_fcos_ctr": 0.6233475161716342, "loss_fcos_loc": 0.21650980366393924, "loss_mask": 0.28327602054923773, "loss_maskiou": 0.007005181156273466, "loss_sem_seg": 0.3192505585029721, "lr": 0.01, "mask_rcnn/accuracy": 0.9082668764983404, "mask_rcnn/false_negative": 0.08295529506772423, "mask_rcnn/false_positive": 0.10523528474505685, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7736227409914136, "total_loss": 1.7460339757963084} {"data_time": 0.015507734380662441, "eta_seconds": 166807.45943458378, "iteration": 57479, "loss_fcos_cls": 0.2952693053521216, "loss_fcos_ctr": 0.6224899217486382, "loss_fcos_loc": 0.22064647544175386, "loss_mask": 0.29704196006059647, "loss_maskiou": 0.007870034722145647, "loss_sem_seg": 0.3336226427927613, "lr": 0.01, "mask_rcnn/accuracy": 0.844613043388087, "mask_rcnn/false_negative": 0.10651582278002594, "mask_rcnn/false_positive": 0.21340818584148888, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.25, "time": 0.769372689537704, "total_loss": 1.8126316004927503} {"data_time": 0.014582783915102482, "eta_seconds": 166760.7049077293, "iteration": 57499, "loss_fcos_cls": 0.29186037741601467, "loss_fcos_ctr": 0.6277986392378807, "loss_fcos_loc": 0.22758030937984586, "loss_mask": 0.3051361422985792, "loss_maskiou": 0.007507067828555591, "loss_sem_seg": 0.28033660305663943, "lr": 0.01, "mask_rcnn/accuracy": 0.8709369037249046, "mask_rcnn/false_negative": 0.10178975422172061, "mask_rcnn/false_positive": 0.1391407875147363, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 40.25, "time": 0.7752429703250527, "total_loss": 1.761959968949668} {"data_time": 0.01796339452266693, "eta_seconds": 166773.9613180915, "iteration": 57519, "loss_fcos_cls": 0.2919440418481827, "loss_fcos_ctr": 0.6193800223991275, "loss_fcos_loc": 0.21193269011564553, "loss_mask": 0.29156598914414644, "loss_maskiou": 0.007617217779625207, "loss_sem_seg": 0.3384868032298982, "lr": 0.01, "mask_rcnn/accuracy": 0.8725551772048106, "mask_rcnn/false_negative": 0.09882849161352877, "mask_rcnn/false_positive": 0.14757542049697336, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7962962975725532, "total_loss": 1.7406146242865361} {"data_time": 0.017381233163177967, "eta_seconds": 166666.0002524685, "iteration": 57539, "loss_fcos_cls": 0.29337802063673735, "loss_fcos_ctr": 0.6248313235118985, "loss_fcos_loc": 0.21949980792123824, "loss_mask": 0.29774671606719494, "loss_maskiou": 0.007770478870952502, "loss_sem_seg": 0.33144989470019937, "lr": 0.01, "mask_rcnn/accuracy": 0.8667836537600115, "mask_rcnn/false_negative": 0.1031835828332669, "mask_rcnn/false_positive": 0.15535196207047208, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.791665037162602, "total_loss": 1.7929311168118147} {"data_time": 0.01560884714126587, "eta_seconds": 166713.61975380313, "iteration": 57559, "loss_fcos_cls": 0.2973327829968184, "loss_fcos_ctr": 0.6271366681903601, "loss_fcos_loc": 0.22741034196224064, "loss_mask": 0.2986170770600438, "loss_maskiou": 0.007820071165042464, "loss_sem_seg": 0.34253618214279413, "lr": 0.01, "mask_rcnn/accuracy": 0.8596956296254765, "mask_rcnn/false_negative": 0.106834391143376, "mask_rcnn/false_positive": 0.1718755099583824, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.0, "time": 0.7706886604428291, "total_loss": 1.811209600426082} {"data_time": 0.0153129231184721, "eta_seconds": 166697.9247024944, "iteration": 57579, "loss_fcos_cls": 0.290286987205036, "loss_fcos_ctr": 0.6253476315177977, "loss_fcos_loc": 0.22683721908833832, "loss_mask": 0.30677301436662674, "loss_maskiou": 0.007386140830931254, "loss_sem_seg": 0.2987423297017813, "lr": 0.01, "mask_rcnn/accuracy": 0.8577259475218659, "mask_rcnn/false_negative": 0.11158344444871718, "mask_rcnn/false_positive": 0.16782586258065585, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 37.25, "time": 0.7891496168449521, "total_loss": 1.7625336646306096} {"data_time": 0.015834609046578407, "eta_seconds": 166682.22965118568, "iteration": 57599, "loss_fcos_cls": 0.27575233904644847, "loss_fcos_ctr": 0.6215630834922194, "loss_fcos_loc": 0.21734096645377576, "loss_mask": 0.2982705468311906, "loss_maskiou": 0.007454713151673786, "loss_sem_seg": 0.3287255894392729, "lr": 0.01, "mask_rcnn/accuracy": 0.8727959933973589, "mask_rcnn/false_negative": 0.09497993882597563, "mask_rcnn/false_positive": 0.1702138434115058, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.25, "time": 0.7843728251755238, "total_loss": 1.762958684746991} {"data_time": 0.017379595898091793, "eta_seconds": 166603.24388767593, "iteration": 57619, "loss_fcos_cls": 0.28076666104607284, "loss_fcos_ctr": 0.6255689053796232, "loss_fcos_loc": 0.22099788924970198, "loss_mask": 0.30312677286565304, "loss_maskiou": 0.007649562816368416, "loss_sem_seg": 0.3443342288956046, "lr": 0.01, "mask_rcnn/accuracy": 0.8900881643866339, "mask_rcnn/false_negative": 0.09424899806141734, "mask_rcnn/false_positive": 0.12138409961041796, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7827716991305351, "total_loss": 1.7753063250456762} {"data_time": 0.016911006532609463, "eta_seconds": 166508.49656996783, "iteration": 57639, "loss_fcos_cls": 0.30156919034197927, "loss_fcos_ctr": 0.6265787174925208, "loss_fcos_loc": 0.23934154212474823, "loss_mask": 0.30398465879261494, "loss_maskiou": 0.00757587660336867, "loss_sem_seg": 0.33482460025697947, "lr": 0.01, "mask_rcnn/accuracy": 0.879015851748545, "mask_rcnn/false_negative": 0.12369277986944655, "mask_rcnn/false_positive": 0.12316864510980055, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7797579253092408, "total_loss": 1.8272395270469133} {"data_time": 0.01747193280607462, "eta_seconds": 166687.25411703158, "iteration": 57659, "loss_fcos_cls": 0.3126462820218876, "loss_fcos_ctr": 0.6249909838661551, "loss_fcos_loc": 0.22260044608265162, "loss_mask": 0.30087962932884693, "loss_maskiou": 0.00789448393334169, "loss_sem_seg": 0.33688169438391924, "lr": 0.01, "mask_rcnn/accuracy": 0.8533220353358735, "mask_rcnn/false_negative": 0.12443262687827736, "mask_rcnn/false_positive": 0.1853967885433141, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.0, "time": 0.7976578650996089, "total_loss": 1.8265777064516442} {"data_time": 0.017100446857511997, "eta_seconds": 166585.10627505556, "iteration": 57679, "loss_fcos_cls": 0.2917877798900008, "loss_fcos_ctr": 0.6256701480597258, "loss_fcos_loc": 0.21587157296016812, "loss_mask": 0.305256568826735, "loss_maskiou": 0.008120981830870733, "loss_sem_seg": 0.316489823628217, "lr": 0.01, "mask_rcnn/accuracy": 0.8603225218658892, "mask_rcnn/false_negative": 0.10675288370460592, "mask_rcnn/false_positive": 0.17561191657990818, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7899661166593432, "total_loss": 1.7737239207635866} {"data_time": 0.017520789988338947, "eta_seconds": 166481.53689430933, "iteration": 57699, "loss_fcos_cls": 0.2961287382058799, "loss_fcos_ctr": 0.6240545571781695, "loss_fcos_loc": 0.22150620725005865, "loss_mask": 0.30795685201883316, "loss_maskiou": 0.008135876065352932, "loss_sem_seg": 0.2662960225716233, "lr": 0.01, "mask_rcnn/accuracy": 0.8607159969250858, "mask_rcnn/false_negative": 0.11599887508858445, "mask_rcnn/false_positive": 0.17381031270859337, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.75, "time": 0.7895460175350308, "total_loss": 1.7229868825816084} {"data_time": 0.017569328658282757, "eta_seconds": 166395.22784449812, "iteration": 57719, "loss_fcos_cls": 0.29239359172061086, "loss_fcos_ctr": 0.625001423060894, "loss_fcos_loc": 0.2284472854807973, "loss_mask": 0.3095477744936943, "loss_maskiou": 0.007634310852154158, "loss_sem_seg": 0.3105203681625426, "lr": 0.01, "mask_rcnn/accuracy": 0.8621014030612244, "mask_rcnn/false_negative": 0.10310012168485838, "mask_rcnn/false_positive": 0.19872159311080856, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7794325929135084, "total_loss": 1.7774607668980025} {"data_time": 0.01479414850473404, "eta_seconds": 166430.08834220003, "iteration": 57739, "loss_fcos_cls": 0.2968691441928968, "loss_fcos_ctr": 0.6280133500695229, "loss_fcos_loc": 0.22813462547492236, "loss_mask": 0.3058018460869789, "loss_maskiou": 0.007516246099839918, "loss_sem_seg": 0.33438333217054605, "lr": 0.01, "mask_rcnn/accuracy": 0.8628405069153622, "mask_rcnn/false_negative": 0.1273628024230905, "mask_rcnn/false_positive": 0.15080289975562577, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7950281454250216, "total_loss": 1.7772473519289633} {"data_time": 0.018398589454591274, "eta_seconds": 166434.4862812003, "iteration": 57759, "loss_fcos_cls": 0.3054730490548536, "loss_fcos_ctr": 0.627163979690522, "loss_fcos_loc": 0.22915426339022815, "loss_mask": 0.30217792745679617, "loss_maskiou": 0.007185285598097835, "loss_sem_seg": 0.322922880994156, "lr": 0.01, "mask_rcnn/accuracy": 0.8691140887047888, "mask_rcnn/false_negative": 0.11161294586911386, "mask_rcnn/false_positive": 0.15867772740130792, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7905379496514797, "total_loss": 1.7672700205657748} {"data_time": 0.015833856537938118, "eta_seconds": 166272.3382068565, "iteration": 57779, "loss_fcos_cls": 0.31169945653527975, "loss_fcos_ctr": 0.6222906429320574, "loss_fcos_loc": 0.2279426276218146, "loss_mask": 0.30990652926266193, "loss_maskiou": 0.007647447586350609, "loss_sem_seg": 0.3414200427941978, "lr": 0.01, "mask_rcnn/accuracy": 0.8617408826194952, "mask_rcnn/false_negative": 0.10196799636084616, "mask_rcnn/false_positive": 0.16802553589960334, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.7747689131647348, "total_loss": 1.806491328359698} {"data_time": 0.01625112723559141, "eta_seconds": 166256.66847217362, "iteration": 57799, "loss_fcos_cls": 0.30252127535641193, "loss_fcos_ctr": 0.6232734778895974, "loss_fcos_loc": 0.22210384369827807, "loss_mask": 0.2988023916259408, "loss_maskiou": 0.008524784047040157, "loss_sem_seg": 0.34105087211355567, "lr": 0.01, "mask_rcnn/accuracy": 0.8682798194192061, "mask_rcnn/false_negative": 0.09338612306145597, "mask_rcnn/false_positive": 0.1543148025698875, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7804081616923213, "total_loss": 1.7532851279247552} {"data_time": 0.017359135672450066, "eta_seconds": 166316.84342580568, "iteration": 57819, "loss_fcos_cls": 0.2966175372712314, "loss_fcos_ctr": 0.6249363811220974, "loss_fcos_loc": 0.22624673441168852, "loss_mask": 0.29282260220497847, "loss_maskiou": 0.007731536235951353, "loss_sem_seg": 0.3455566903576255, "lr": 0.01, "mask_rcnn/accuracy": 0.8877002413868773, "mask_rcnn/false_negative": 0.08772733662644236, "mask_rcnn/false_positive": 0.13839401497628695, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.7856205273419619, "total_loss": 1.7874390450306237} {"data_time": 0.01497892290353775, "eta_seconds": 166225.32900280785, "iteration": 57839, "loss_fcos_cls": 0.2910685841925442, "loss_fcos_ctr": 0.6238571610301733, "loss_fcos_loc": 0.22020034794695675, "loss_mask": 0.29517739079892635, "loss_maskiou": 0.007137476997741032, "loss_sem_seg": 0.3121416000649333, "lr": 0.01, "mask_rcnn/accuracy": 0.8845397742757748, "mask_rcnn/false_negative": 0.08407777238897544, "mask_rcnn/false_positive": 0.14634136783850565, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7807253366336226, "total_loss": 1.7653487099742051} {"data_time": 0.01873814221471548, "eta_seconds": 166209.65926812496, "iteration": 57859, "loss_fcos_cls": 0.3053340199403465, "loss_fcos_ctr": 0.6238604988902807, "loss_fcos_loc": 0.21869696816429496, "loss_mask": 0.28889145981520414, "loss_maskiou": 0.0070435121160699055, "loss_sem_seg": 0.32932348549366, "lr": 0.01, "mask_rcnn/accuracy": 0.8772768917858204, "mask_rcnn/false_negative": 0.09677152955856581, "mask_rcnn/false_positive": 0.1568058045588354, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7904668338596821, "total_loss": 1.7892399177944753} {"data_time": 0.016696647740900517, "eta_seconds": 166175.30259289127, "iteration": 57879, "loss_fcos_cls": 0.3030455196276307, "loss_fcos_ctr": 0.6286714002490044, "loss_fcos_loc": 0.23434176249429584, "loss_mask": 0.3110801186412573, "loss_maskiou": 0.007966186880366877, "loss_sem_seg": 0.3348892820067704, "lr": 0.01, "mask_rcnn/accuracy": 0.8743434692892601, "mask_rcnn/false_negative": 0.099748623459762, "mask_rcnn/false_positive": 0.15966155106589514, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7853645170107484, "total_loss": 1.829830867893179} {"data_time": 0.015691550448536873, "eta_seconds": 166206.59586751834, "iteration": 57899, "loss_fcos_cls": 0.2965981720481068, "loss_fcos_ctr": 0.6254479130730033, "loss_fcos_loc": 0.22594601998571306, "loss_mask": 0.30866033863276243, "loss_maskiou": 0.007928556035039946, "loss_sem_seg": 0.3525352352298796, "lr": 0.01, "mask_rcnn/accuracy": 0.8567519749835418, "mask_rcnn/false_negative": 0.11463472982492368, "mask_rcnn/false_positive": 0.16892320405410116, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.798351057805121, "total_loss": 1.8129323647517595} {"data_time": 0.016604624688625336, "eta_seconds": 166190.92346655205, "iteration": 57919, "loss_fcos_cls": 0.29491928219795227, "loss_fcos_ctr": 0.6234109522774816, "loss_fcos_loc": 0.20863146055489779, "loss_mask": 0.30470229405909777, "loss_maskiou": 0.0072411888831993565, "loss_sem_seg": 0.36535396985709667, "lr": 0.01, "mask_rcnn/accuracy": 0.8713105612615417, "mask_rcnn/false_negative": 0.12484512489241789, "mask_rcnn/false_positive": 0.12968752767143696, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7964999666437507, "total_loss": 1.8089686001039809} {"data_time": 0.01780291274189949, "eta_seconds": 166122.083635306, "iteration": 57939, "loss_fcos_cls": 0.3011996748391539, "loss_fcos_ctr": 0.6228762958198786, "loss_fcos_loc": 0.21758572943508625, "loss_mask": 0.2984508313238621, "loss_maskiou": 0.007972871593665332, "loss_sem_seg": 0.310230128467083, "lr": 0.01, "mask_rcnn/accuracy": 0.8679457162211566, "mask_rcnn/false_negative": 0.10862181113464314, "mask_rcnn/false_positive": 0.14125508644477697, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.75, "time": 0.7665452798828483, "total_loss": 1.7736050810635788} {"data_time": 0.015062975697219372, "eta_seconds": 166106.4162486922, "iteration": 57959, "loss_fcos_cls": 0.29643591307103634, "loss_fcos_ctr": 0.6243141824379563, "loss_fcos_loc": 0.21583909774199128, "loss_mask": 0.28932596929371357, "loss_maskiou": 0.007071060099406168, "loss_sem_seg": 0.3436743780039251, "lr": 0.01, "mask_rcnn/accuracy": 0.8647789115646258, "mask_rcnn/false_negative": 0.1087834278894719, "mask_rcnn/false_positive": 0.15625528520614748, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.0, "time": 0.7831751629710197, "total_loss": 1.77246811221994} {"data_time": 0.016788714565336704, "eta_seconds": 166090.7488620784, "iteration": 57979, "loss_fcos_cls": 0.29069198830984533, "loss_fcos_ctr": 0.6269594514742494, "loss_fcos_loc": 0.22573475970420986, "loss_mask": 0.2924924371764064, "loss_maskiou": 0.007430798053974286, "loss_sem_seg": 0.33652095636352897, "lr": 0.01, "mask_rcnn/accuracy": 0.8667902160864346, "mask_rcnn/false_negative": 0.10119471370636408, "mask_rcnn/false_positive": 0.17321698225890508, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7814760925248265, "total_loss": 1.756652301435679} {"data_time": 0.0166322635486722, "eta_seconds": 166187.78532299772, "iteration": 57999, "loss_fcos_cls": 0.28971692151390016, "loss_fcos_ctr": 0.6260546969715506, "loss_fcos_loc": 0.22116651746910065, "loss_mask": 0.2934018038213253, "loss_maskiou": 0.0071753261727280915, "loss_sem_seg": 0.33369907829910517, "lr": 0.01, "mask_rcnn/accuracy": 0.8580262793319575, "mask_rcnn/false_negative": 0.09122613014600914, "mask_rcnn/false_positive": 0.16468659787665163, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.25, "time": 0.7983621405437589, "total_loss": 1.7612857944186544} {"data_time": 0.018068576231598854, "eta_seconds": 166210.5453044502, "iteration": 58019, "loss_fcos_cls": 0.30135608138516545, "loss_fcos_ctr": 0.6225060652941465, "loss_fcos_loc": 0.2201410507550463, "loss_mask": 0.2919845157302916, "loss_maskiou": 0.0075557547716016416, "loss_sem_seg": 0.3382978178560734, "lr": 0.01, "mask_rcnn/accuracy": 0.8658176063067368, "mask_rcnn/false_negative": 0.11782127236497014, "mask_rcnn/false_positive": 0.16615272591005859, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.7839943803846836, "total_loss": 1.7852888841589447} {"data_time": 0.016317985020577908, "eta_seconds": 166326.98758091964, "iteration": 58039, "loss_fcos_cls": 0.28446420282125473, "loss_fcos_ctr": 0.6234547644853592, "loss_fcos_loc": 0.2184257961343974, "loss_mask": 0.3061238117516041, "loss_maskiou": 0.007437446285621263, "loss_sem_seg": 0.32670988189056516, "lr": 0.01, "mask_rcnn/accuracy": 0.8686613364858138, "mask_rcnn/false_negative": 0.12641585400548694, "mask_rcnn/false_positive": 0.15956050508433933, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.7772098137065768, "total_loss": 1.7671982901811134} {"data_time": 0.016831325367093086, "eta_seconds": 166210.57340382691, "iteration": 58059, "loss_fcos_cls": 0.2821716065518558, "loss_fcos_ctr": 0.6249422878026962, "loss_fcos_loc": 0.2253847346873954, "loss_mask": 0.28879911825060844, "loss_maskiou": 0.007091564169968478, "loss_sem_seg": 0.3127573560923338, "lr": 0.01, "mask_rcnn/accuracy": 0.8519857232121936, "mask_rcnn/false_negative": 0.09371836581897192, "mask_rcnn/false_positive": 0.19462020477060157, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7819442329928279, "total_loss": 1.7920726812735666} {"data_time": 0.016763384453952312, "eta_seconds": 166194.88879599702, "iteration": 58079, "loss_fcos_cls": 0.27883120183832943, "loss_fcos_ctr": 0.6250698417425156, "loss_fcos_loc": 0.22739219292998314, "loss_mask": 0.28625176567584276, "loss_maskiou": 0.006887286785058677, "loss_sem_seg": 0.3319136465433985, "lr": 0.01, "mask_rcnn/accuracy": 0.875276243739254, "mask_rcnn/false_negative": 0.09420050149773007, "mask_rcnn/false_positive": 0.15810771903524878, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7766148317605257, "total_loss": 1.7556279901909875} {"data_time": 0.016595378518104553, "eta_seconds": 166049.87185785547, "iteration": 58099, "loss_fcos_cls": 0.2950963508337736, "loss_fcos_ctr": 0.62564676720649, "loss_fcos_loc": 0.23152598924934864, "loss_mask": 0.30162570532411337, "loss_maskiou": 0.006958776735700667, "loss_sem_seg": 0.35753682535141706, "lr": 0.01, "mask_rcnn/accuracy": 0.8737714356575963, "mask_rcnn/false_negative": 0.09774062945266174, "mask_rcnn/false_positive": 0.1434438399219143, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.7865841304883361, "total_loss": 1.8126450603886042} {"data_time": 0.01702714618295431, "eta_seconds": 166125.7574120583, "iteration": 58119, "loss_fcos_cls": 0.29586277436465025, "loss_fcos_ctr": 0.6213393565267324, "loss_fcos_loc": 0.20828771172091365, "loss_mask": 0.29561864864081144, "loss_maskiou": 0.00728852124302648, "loss_sem_seg": 0.32761638844385743, "lr": 0.01, "mask_rcnn/accuracy": 0.8703718000358038, "mask_rcnn/false_negative": 0.11353479015602211, "mask_rcnn/false_positive": 0.14377347119252143, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.75, "time": 0.7846537353470922, "total_loss": 1.7580716366646811} {"data_time": 0.01623962540179491, "eta_seconds": 166037.89272927493, "iteration": 58139, "loss_fcos_cls": 0.2964939596131444, "loss_fcos_ctr": 0.6209388598799706, "loss_fcos_loc": 0.21500103978905827, "loss_mask": 0.2972802612930536, "loss_maskiou": 0.007096034027199494, "loss_sem_seg": 0.2997703282162547, "lr": 0.01, "mask_rcnn/accuracy": 0.8623984535674735, "mask_rcnn/false_negative": 0.10665561124013309, "mask_rcnn/false_positive": 0.1660583466112303, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7741015693172812, "total_loss": 1.7373250836099032} {"data_time": 0.01692568138241768, "eta_seconds": 166104.2636891678, "iteration": 58159, "loss_fcos_cls": 0.29149928665719926, "loss_fcos_ctr": 0.626133210491389, "loss_fcos_loc": 0.2283464331412688, "loss_mask": 0.3052770057693124, "loss_maskiou": 0.007565823616459966, "loss_sem_seg": 0.3525052494369447, "lr": 0.01, "mask_rcnn/accuracy": 0.8636911750384141, "mask_rcnn/false_negative": 0.10611988376776932, "mask_rcnn/false_positive": 0.19233840690328496, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7908665360882878, "total_loss": 1.8012629609002033} {"data_time": 0.014567780308425426, "eta_seconds": 166088.58171413094, "iteration": 58179, "loss_fcos_cls": 0.29554335586726665, "loss_fcos_ctr": 0.6238272078335285, "loss_fcos_loc": 0.2235835804603994, "loss_mask": 0.3057154528796673, "loss_maskiou": 0.00745606045529712, "loss_sem_seg": 0.3305993254762143, "lr": 0.01, "mask_rcnn/accuracy": 0.8485840222164815, "mask_rcnn/false_negative": 0.11944495951198984, "mask_rcnn/false_positive": 0.1813791249853874, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.0, "time": 0.7895312970504165, "total_loss": 1.809590127595584} {"data_time": 0.014922580681741238, "eta_seconds": 166276.33814585488, "iteration": 58199, "loss_fcos_cls": 0.28545776626560837, "loss_fcos_ctr": 0.6233569639734924, "loss_fcos_loc": 0.21823943150229752, "loss_mask": 0.2982876766473055, "loss_maskiou": 0.007097233421518467, "loss_sem_seg": 0.32594059268012643, "lr": 0.01, "mask_rcnn/accuracy": 0.8644569662005237, "mask_rcnn/false_negative": 0.1163732355221096, "mask_rcnn/false_positive": 0.14798863213610935, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7975487364456058, "total_loss": 1.7683935896202456} {"data_time": 0.01663293782621622, "eta_seconds": 166320.09960100986, "iteration": 58219, "loss_fcos_cls": 0.29955285089090466, "loss_fcos_ctr": 0.6239888556301594, "loss_fcos_loc": 0.21679840423166752, "loss_mask": 0.30592342745512724, "loss_maskiou": 0.00814250779512804, "loss_sem_seg": 0.3285176660865545, "lr": 0.01, "mask_rcnn/accuracy": 0.8556068089336191, "mask_rcnn/false_negative": 0.12638523923735945, "mask_rcnn/false_positive": 0.16612884597153174, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.0, "time": 0.7913990868255496, "total_loss": 1.788281858607661} {"data_time": 0.016899213194847107, "eta_seconds": 166304.39280015416, "iteration": 58239, "loss_fcos_cls": 0.2879766682162881, "loss_fcos_ctr": 0.6252352567389607, "loss_fcos_loc": 0.2125018568476662, "loss_mask": 0.2896465854719281, "loss_maskiou": 0.006791691477701534, "loss_sem_seg": 0.3210344514809549, "lr": 0.01, "mask_rcnn/accuracy": 0.8606967243419107, "mask_rcnn/false_negative": 0.11050556421142617, "mask_rcnn/false_positive": 0.1496308252278728, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7885567089542747, "total_loss": 1.7505777495680377} {"data_time": 0.017754970118403435, "eta_seconds": 166356.03070016578, "iteration": 58259, "loss_fcos_cls": 0.2935014311224222, "loss_fcos_ctr": 0.6219939491711557, "loss_fcos_loc": 0.22368712350726128, "loss_mask": 0.2945789685472846, "loss_maskiou": 0.00790450070053339, "loss_sem_seg": 0.2873204299248755, "lr": 0.01, "mask_rcnn/accuracy": 0.8509616435860059, "mask_rcnn/false_negative": 0.11890023419226539, "mask_rcnn/false_positive": 0.1518106446714143, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.25, "time": 0.8013194780796766, "total_loss": 1.7437580999685451} {"data_time": 0.01718155574053526, "eta_seconds": 166343.8360279426, "iteration": 58279, "loss_fcos_cls": 0.29446546360850334, "loss_fcos_ctr": 0.6256384328007698, "loss_fcos_loc": 0.2224255451001227, "loss_mask": 0.316155388019979, "loss_maskiou": 0.007947261750814505, "loss_sem_seg": 0.31509882444515824, "lr": 0.01, "mask_rcnn/accuracy": 0.8647535303420872, "mask_rcnn/false_negative": 0.11222642864076078, "mask_rcnn/false_positive": 0.16328799542531153, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7840173505246639, "total_loss": 1.8281121395120863} {"data_time": 0.015513897873461246, "eta_seconds": 166302.69889836386, "iteration": 58299, "loss_fcos_cls": 0.3074428129475564, "loss_fcos_ctr": 0.6253569023683667, "loss_fcos_loc": 0.22151052032131702, "loss_mask": 0.3059971146285534, "loss_maskiou": 0.008545709570171311, "loss_sem_seg": 0.3157671659719199, "lr": 0.01, "mask_rcnn/accuracy": 0.844978971318257, "mask_rcnn/false_negative": 0.10565962052804953, "mask_rcnn/false_positive": 0.21837634192668456, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.5, "time": 0.7767601972445846, "total_loss": 1.7975566895620432} {"data_time": 0.019609766080975533, "eta_seconds": 166308.89121446386, "iteration": 58319, "loss_fcos_cls": 0.2953805234283209, "loss_fcos_ctr": 0.6253828490152955, "loss_fcos_loc": 0.21361757162958384, "loss_mask": 0.30909736081957817, "loss_maskiou": 0.008312588150147349, "loss_sem_seg": 0.34480809001252055, "lr": 0.01, "mask_rcnn/accuracy": 0.8507964161274266, "mask_rcnn/false_negative": 0.10190278266985905, "mask_rcnn/false_positive": 0.20123936143441518, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 38.5, "time": 0.7781199095770717, "total_loss": 1.7968927353213076} {"data_time": 0.016067439690232277, "eta_seconds": 166326.1160074994, "iteration": 58339, "loss_fcos_cls": 0.290111324749887, "loss_fcos_ctr": 0.6253439616411924, "loss_fcos_loc": 0.2177543219877407, "loss_mask": 0.32254657335579395, "loss_maskiou": 0.008080864121438935, "loss_sem_seg": 0.34376419289037585, "lr": 0.01, "mask_rcnn/accuracy": 0.8277226286856205, "mask_rcnn/false_negative": 0.11002423758049325, "mask_rcnn/false_positive": 0.16162818719892058, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7878481419757009, "total_loss": 1.8358632249728544} {"data_time": 0.01533287949860096, "eta_seconds": 166280.98205085844, "iteration": 58359, "loss_fcos_cls": 0.2890320827718824, "loss_fcos_ctr": 0.6252606073394418, "loss_fcos_loc": 0.21511323557933792, "loss_mask": 0.3007615329697728, "loss_maskiou": 0.0072353237483184785, "loss_sem_seg": 0.34529507579281926, "lr": 0.01, "mask_rcnn/accuracy": 0.864155349639856, "mask_rcnn/false_negative": 0.1026543953878305, "mask_rcnn/false_positive": 0.15858020113897622, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.0, "time": 0.7859443901106715, "total_loss": 1.794705379215884} {"data_time": 0.015399530529975891, "eta_seconds": 166261.75172876194, "iteration": 58379, "loss_fcos_cls": 0.2818547314964235, "loss_fcos_ctr": 0.624016827903688, "loss_fcos_loc": 0.22014649910852313, "loss_mask": 0.29679681174457073, "loss_maskiou": 0.007757669634884223, "loss_sem_seg": 0.30691293766722083, "lr": 0.01, "mask_rcnn/accuracy": 0.8726903695408734, "mask_rcnn/false_negative": 0.09461613767428015, "mask_rcnn/false_positive": 0.16578179978055568, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 23.0, "time": 0.7792242709547281, "total_loss": 1.7141487086482812} {"data_time": 0.015260811895132065, "eta_seconds": 166224.143436227, "iteration": 58399, "loss_fcos_cls": 0.29680344625376165, "loss_fcos_ctr": 0.6275334963575006, "loss_fcos_loc": 0.23681389936245978, "loss_mask": 0.30898197926580906, "loss_maskiou": 0.008064777561230585, "loss_sem_seg": 0.3339660749770701, "lr": 0.01, "mask_rcnn/accuracy": 0.8599312115452363, "mask_rcnn/false_negative": 0.11841313165522785, "mask_rcnn/false_positive": 0.17603374479034514, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.785342643968761, "total_loss": 1.8087075484509114} {"data_time": 0.015380149707198143, "eta_seconds": 166233.84156804532, "iteration": 58419, "loss_fcos_cls": 0.28892520698718727, "loss_fcos_ctr": 0.6259929621592164, "loss_fcos_loc": 0.22129010688513517, "loss_mask": 0.2810544134117663, "loss_maskiou": 0.0072596882382640615, "loss_sem_seg": 0.34979419503360987, "lr": 0.01, "mask_rcnn/accuracy": 0.8772756855551209, "mask_rcnn/false_negative": 0.08728702341846645, "mask_rcnn/false_positive": 0.1604921945884144, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.5, "time": 0.7932611647993326, "total_loss": 1.7844940447976114} {"data_time": 0.01679675281047821, "eta_seconds": 166214.61224306002, "iteration": 58439, "loss_fcos_cls": 0.26809040596708655, "loss_fcos_ctr": 0.6261788224801421, "loss_fcos_loc": 0.21529511525295675, "loss_mask": 0.28201377065852284, "loss_maskiou": 0.00678474031155929, "loss_sem_seg": 0.3379337377846241, "lr": 0.01, "mask_rcnn/accuracy": 0.8800692571089739, "mask_rcnn/false_negative": 0.08980136485384191, "mask_rcnn/false_positive": 0.1527019835245223, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7804732518270612, "total_loss": 1.7340155294368742} {"data_time": 0.015809603966772556, "eta_seconds": 166202.41457950324, "iteration": 58459, "loss_fcos_cls": 0.2855049171485007, "loss_fcos_ctr": 0.6219263933598995, "loss_fcos_loc": 0.219497412443161, "loss_mask": 0.29699910804629326, "loss_maskiou": 0.00770398136228323, "loss_sem_seg": 0.32244643312878907, "lr": 0.01, "mask_rcnn/accuracy": 0.8711238942217203, "mask_rcnn/false_negative": 0.09490279055184991, "mask_rcnn/false_positive": 0.1762160105001332, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7742587430402637, "total_loss": 1.7649189724033931} {"data_time": 0.015296805649995804, "eta_seconds": 166194.91673177574, "iteration": 58479, "loss_fcos_cls": 0.292322947178036, "loss_fcos_ctr": 0.6267925687134266, "loss_fcos_loc": 0.22358378488570452, "loss_mask": 0.3085626130923629, "loss_maskiou": 0.0071679446555208415, "loss_sem_seg": 0.3252376210875809, "lr": 0.01, "mask_rcnn/accuracy": 0.8664518770471151, "mask_rcnn/false_negative": 0.10459236434846192, "mask_rcnn/false_positive": 0.14632189396793105, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.776862133294344, "total_loss": 1.7831317277887138} {"data_time": 0.015070981346070766, "eta_seconds": 166179.20246068854, "iteration": 58499, "loss_fcos_cls": 0.2987280925735831, "loss_fcos_ctr": 0.6228569271042943, "loss_fcos_loc": 0.21932476572692394, "loss_mask": 0.2921518385410309, "loss_maskiou": 0.007396339970000554, "loss_sem_seg": 0.33078754507005215, "lr": 0.01, "mask_rcnn/accuracy": 0.875327636899295, "mask_rcnn/false_negative": 0.10547032602268552, "mask_rcnn/false_positive": 0.1605079025943536, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.0, "time": 0.7751601012423635, "total_loss": 1.7536839126914856} {"data_time": 0.016575605608522892, "eta_seconds": 166155.27409669012, "iteration": 58519, "loss_fcos_cls": 0.2871936480514705, "loss_fcos_ctr": 0.6255030212923884, "loss_fcos_loc": 0.2303976092953235, "loss_mask": 0.3019400145858526, "loss_maskiou": 0.007369085549726151, "loss_sem_seg": 0.3412003293633461, "lr": 0.01, "mask_rcnn/accuracy": 0.8662286426198387, "mask_rcnn/false_negative": 0.11257195160240402, "mask_rcnn/false_positive": 0.1450344678804539, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7839142763987184, "total_loss": 1.7981988359970273} {"data_time": 0.0172992879524827, "eta_seconds": 166139.56060241908, "iteration": 58539, "loss_fcos_cls": 0.29395802062936127, "loss_fcos_ctr": 0.6244915248826146, "loss_fcos_loc": 0.21807808708399534, "loss_mask": 0.2960055787116289, "loss_maskiou": 0.007377287300187163, "loss_sem_seg": 0.31523469276726246, "lr": 0.01, "mask_rcnn/accuracy": 0.8646027512736696, "mask_rcnn/false_negative": 0.1050631852637546, "mask_rcnn/false_positive": 0.14198806223276944, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7933552479371428, "total_loss": 1.7600430730817607} {"data_time": 0.01561251562088728, "eta_seconds": 166158.8905577343, "iteration": 58559, "loss_fcos_cls": 0.2948679197579622, "loss_fcos_ctr": 0.6263627130538225, "loss_fcos_loc": 0.21959075634367764, "loss_mask": 0.2987024784088135, "loss_maskiou": 0.007384602402453311, "loss_sem_seg": 0.32929006963968277, "lr": 0.01, "mask_rcnn/accuracy": 0.8655072605965464, "mask_rcnn/false_negative": 0.10638922779706869, "mask_rcnn/false_positive": 0.15433553422355306, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7941838344559073, "total_loss": 1.775748063242645} {"data_time": 0.01637873612344265, "eta_seconds": 166129.48045515828, "iteration": 58579, "loss_fcos_cls": 0.30057628476060927, "loss_fcos_ctr": 0.622394036501646, "loss_fcos_loc": 0.20592282176949084, "loss_mask": 0.2723159780725837, "loss_maskiou": 0.006723001664795447, "loss_sem_seg": 0.3484020531177521, "lr": 0.01, "mask_rcnn/accuracy": 0.8711559040989277, "mask_rcnn/false_negative": 0.08658281389185807, "mask_rcnn/false_positive": 0.1665495475886944, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.7803864972665906, "total_loss": 1.78343419849989} {"data_time": 0.015089984983205795, "eta_seconds": 166113.76494151913, "iteration": 58599, "loss_fcos_cls": 0.3010853372979909, "loss_fcos_ctr": 0.6225669477134943, "loss_fcos_loc": 0.21592972101643682, "loss_mask": 0.2849072087556124, "loss_maskiou": 0.007098576872522244, "loss_sem_seg": 0.3079130817204714, "lr": 0.01, "mask_rcnn/accuracy": 0.8839254604280737, "mask_rcnn/false_negative": 0.1282363168162748, "mask_rcnn/false_positive": 0.12634743735568493, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.5, "time": 0.7841497985646129, "total_loss": 1.762527267288533} {"data_time": 0.015962996520102024, "eta_seconds": 166084.91683416534, "iteration": 58619, "loss_fcos_cls": 0.2969579712371342, "loss_fcos_ctr": 0.6241437112912536, "loss_fcos_loc": 0.22324829176068306, "loss_mask": 0.2968886159360409, "loss_maskiou": 0.007233957396238111, "loss_sem_seg": 0.3333363216370344, "lr": 0.01, "mask_rcnn/accuracy": 0.8705455280908081, "mask_rcnn/false_negative": 0.11555368676050182, "mask_rcnn/false_positive": 0.14060623861674315, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.0, "time": 0.7837990242987871, "total_loss": 1.7957145778927952} {"data_time": 0.016464359126985073, "eta_seconds": 166216.56093271915, "iteration": 58639, "loss_fcos_cls": 0.30031936208251864, "loss_fcos_ctr": 0.6263386234641075, "loss_fcos_loc": 0.22956051852088422, "loss_mask": 0.2947524478659034, "loss_maskiou": 0.007674437114474131, "loss_sem_seg": 0.3211970836855471, "lr": 0.01, "mask_rcnn/accuracy": 0.8751518018315172, "mask_rcnn/false_negative": 0.0883453818234895, "mask_rcnn/false_positive": 0.159822875634469, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.75, "time": 0.7924192380160093, "total_loss": 1.7732994674879592} {"data_time": 0.01861695386469364, "eta_seconds": 166097.71740404516, "iteration": 58659, "loss_fcos_cls": 0.2915318999439478, "loss_fcos_ctr": 0.6267882669344544, "loss_fcos_loc": 0.22565486829262227, "loss_mask": 0.3058211514726281, "loss_maskiou": 0.00748069655674044, "loss_sem_seg": 0.34605440171435475, "lr": 0.01, "mask_rcnn/accuracy": 0.8447208049886621, "mask_rcnn/false_negative": 0.11554121422075997, "mask_rcnn/false_positive": 0.16820010880525693, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7804049123078585, "total_loss": 1.818235249753343} {"data_time": 0.01807729434221983, "eta_seconds": 166037.77402090374, "iteration": 58679, "loss_fcos_cls": 0.2892328160814941, "loss_fcos_ctr": 0.6257229028269649, "loss_fcos_loc": 0.2238126724259928, "loss_mask": 0.2911492036655545, "loss_maskiou": 0.008287228949484415, "loss_sem_seg": 0.29319647047668695, "lr": 0.01, "mask_rcnn/accuracy": 0.8564928375196232, "mask_rcnn/false_negative": 0.11317918416395223, "mask_rcnn/false_positive": 0.15522613728353304, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7802814226597548, "total_loss": 1.7481104995385977} {"data_time": 0.016621881164610386, "eta_seconds": 165933.39628954884, "iteration": 58699, "loss_fcos_cls": 0.30288350326009095, "loss_fcos_ctr": 0.6233237665146589, "loss_fcos_loc": 0.2157875127159059, "loss_mask": 0.2885119654238224, "loss_maskiou": 0.007793805780238472, "loss_sem_seg": 0.3453863272443414, "lr": 0.01, "mask_rcnn/accuracy": 0.8641031189261419, "mask_rcnn/false_negative": 0.10014066307831199, "mask_rcnn/false_positive": 0.19261000800899808, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7633227147161961, "total_loss": 1.7852898327982984} {"data_time": 0.01677207089960575, "eta_seconds": 165954.25750247296, "iteration": 58719, "loss_fcos_cls": 0.2867090906947851, "loss_fcos_ctr": 0.6250587534159422, "loss_fcos_loc": 0.21885696914978325, "loss_mask": 0.28348822984844446, "loss_maskiou": 0.006722352889482863, "loss_sem_seg": 0.3209639536216855, "lr": 0.01, "mask_rcnn/accuracy": 0.8801177152888805, "mask_rcnn/false_negative": 0.11499552738294169, "mask_rcnn/false_positive": 0.14277227275749554, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7860438982024789, "total_loss": 1.7551984703022754} {"data_time": 0.018446829169988632, "eta_seconds": 165901.98453166988, "iteration": 58739, "loss_fcos_cls": 0.29299427999649197, "loss_fcos_ctr": 0.6253127213567495, "loss_fcos_loc": 0.21790679334662855, "loss_mask": 0.3031007442623377, "loss_maskiou": 0.007677128960494883, "loss_sem_seg": 0.3144988748244941, "lr": 0.01, "mask_rcnn/accuracy": 0.8742035763580794, "mask_rcnn/false_negative": 0.10292316878618046, "mask_rcnn/false_positive": 0.15731129419441275, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7941406890749931, "total_loss": 1.7910633373976452} {"data_time": 0.01543076429516077, "eta_seconds": 165798.02931105904, "iteration": 58759, "loss_fcos_cls": 0.2955397409386933, "loss_fcos_ctr": 0.6224356321617961, "loss_fcos_loc": 0.21196131501346827, "loss_mask": 0.2992433803156018, "loss_maskiou": 0.007615545524458867, "loss_sem_seg": 0.3340193214826286, "lr": 0.01, "mask_rcnn/accuracy": 0.8756884681583477, "mask_rcnn/false_negative": 0.10142606583139514, "mask_rcnn/false_positive": 0.1622895547749106, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7782660601660609, "total_loss": 1.7505316574533936} {"data_time": 0.017033947631716728, "eta_seconds": 165870.57277379092, "iteration": 58779, "loss_fcos_cls": 0.29872866556979716, "loss_fcos_ctr": 0.6258362652733922, "loss_fcos_loc": 0.2198115411447361, "loss_mask": 0.2958794143050909, "loss_maskiou": 0.006494975874375086, "loss_sem_seg": 0.3262172369286418, "lr": 0.01, "mask_rcnn/accuracy": 0.8628634303014769, "mask_rcnn/false_negative": 0.12530226414868134, "mask_rcnn/false_positive": 0.17208380942803148, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.8036029618233442, "total_loss": 1.7748127377053606} {"data_time": 0.015152382664382458, "eta_seconds": 165909.92158767954, "iteration": 58799, "loss_fcos_cls": 0.2937922836281359, "loss_fcos_ctr": 0.6260442263446748, "loss_fcos_loc": 0.22731002792716026, "loss_mask": 0.2869215263053775, "loss_maskiou": 0.00750080804573372, "loss_sem_seg": 0.32792159263044596, "lr": 0.01, "mask_rcnn/accuracy": 0.8751116637292065, "mask_rcnn/false_negative": 0.09989682840728098, "mask_rcnn/false_positive": 0.16778202944139714, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.788103798404336, "total_loss": 1.7764179633231834} {"data_time": 0.01678681280463934, "eta_seconds": 165839.16101591196, "iteration": 58819, "loss_fcos_cls": 0.2835961689706892, "loss_fcos_ctr": 0.6225774139165878, "loss_fcos_loc": 0.21409525844501331, "loss_mask": 0.29956399090588093, "loss_maskiou": 0.007817927718861029, "loss_sem_seg": 0.34577372623607516, "lr": 0.01, "mask_rcnn/accuracy": 0.8457015306122448, "mask_rcnn/false_negative": 0.09772206886910831, "mask_rcnn/false_positive": 0.16542423671045609, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.25, "time": 0.785026740282774, "total_loss": 1.760970443370752} {"data_time": 0.015766458585858345, "eta_seconds": 165876.6985963052, "iteration": 58839, "loss_fcos_cls": 0.2995371811557561, "loss_fcos_ctr": 0.6221675015985966, "loss_fcos_loc": 0.2087602079845965, "loss_mask": 0.2922393288463354, "loss_maskiou": 0.007115494576282799, "loss_sem_seg": 0.32153451442718506, "lr": 0.01, "mask_rcnn/accuracy": 0.8720933404660769, "mask_rcnn/false_negative": 0.10662090921434392, "mask_rcnn/false_positive": 0.1475524586454175, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7849711822345853, "total_loss": 1.7439452730322955} {"data_time": 0.017382938414812088, "eta_seconds": 165860.98767444026, "iteration": 58859, "loss_fcos_cls": 0.2861171429976821, "loss_fcos_ctr": 0.6266406681388617, "loss_fcos_loc": 0.229466765653342, "loss_mask": 0.3014923520386219, "loss_maskiou": 0.007116612556274049, "loss_sem_seg": 0.33793721254915, "lr": 0.01, "mask_rcnn/accuracy": 0.8882887439308412, "mask_rcnn/false_negative": 0.08449682472177264, "mask_rcnn/false_positive": 0.1705173988779728, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7846780670806766, "total_loss": 1.781070700584678} {"data_time": 0.01668307837098837, "eta_seconds": 165739.07800106145, "iteration": 58879, "loss_fcos_cls": 0.29256613086909056, "loss_fcos_ctr": 0.6227175500243902, "loss_fcos_loc": 0.20697724632918835, "loss_mask": 0.29885995388031006, "loss_maskiou": 0.0072844733513193205, "loss_sem_seg": 0.29988573398441076, "lr": 0.01, "mask_rcnn/accuracy": 0.875988071284852, "mask_rcnn/false_negative": 0.10272030523931702, "mask_rcnn/false_positive": 0.16097366797685453, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7816596925258636, "total_loss": 1.7413116499665193} {"data_time": 0.016963531263172626, "eta_seconds": 165683.08706427645, "iteration": 58899, "loss_fcos_cls": 0.3095180606469512, "loss_fcos_ctr": 0.6261100266128778, "loss_fcos_loc": 0.22520992904901505, "loss_mask": 0.2996415738016367, "loss_maskiou": 0.0070750855666119605, "loss_sem_seg": 0.333166784606874, "lr": 0.01, "mask_rcnn/accuracy": 0.8599575468485267, "mask_rcnn/false_negative": 0.13840149455959527, "mask_rcnn/false_positive": 0.15471411844599164, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7904060781002045, "total_loss": 1.7880851053196238} {"data_time": 0.01697965059429407, "eta_seconds": 165700.3124194583, "iteration": 58919, "loss_fcos_cls": 0.29597912821918726, "loss_fcos_ctr": 0.6256569223478436, "loss_fcos_loc": 0.2252532378770411, "loss_mask": 0.3043526569381356, "loss_maskiou": 0.0070533625112148, "loss_sem_seg": 0.3485434288159013, "lr": 0.01, "mask_rcnn/accuracy": 0.8806281710008418, "mask_rcnn/false_negative": 0.10819655317142754, "mask_rcnn/false_positive": 0.14055628156291475, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.8066518427804112, "total_loss": 1.7889147786336252} {"data_time": 0.01623073685914278, "eta_seconds": 165691.9754168559, "iteration": 58939, "loss_fcos_cls": 0.28520881570875645, "loss_fcos_ctr": 0.6245399285107851, "loss_fcos_loc": 0.20997603438445367, "loss_mask": 0.2865307768806815, "loss_maskiou": 0.00740438730281312, "loss_sem_seg": 0.2977733304724097, "lr": 0.01, "mask_rcnn/accuracy": 0.8697741658038011, "mask_rcnn/false_negative": 0.09690745673538423, "mask_rcnn/false_positive": 0.15876227083833372, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.0, "time": 0.7753958757966757, "total_loss": 1.7258995957672596} {"data_time": 0.016100674867630005, "eta_seconds": 165676.27455545403, "iteration": 58959, "loss_fcos_cls": 0.2956766493152827, "loss_fcos_ctr": 0.6237577768042684, "loss_fcos_loc": 0.21717283950420097, "loss_mask": 0.3006895249709487, "loss_maskiou": 0.00813603142159991, "loss_sem_seg": 0.3456147888209671, "lr": 0.01, "mask_rcnn/accuracy": 0.8637404819882499, "mask_rcnn/false_negative": 0.10368320262153694, "mask_rcnn/false_positive": 0.1650303016690602, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.7816909644752741, "total_loss": 1.808978442888474} {"data_time": 0.016110188327729702, "eta_seconds": 165780.5607060995, "iteration": 58979, "loss_fcos_cls": 0.29836011584848166, "loss_fcos_ctr": 0.6254420760087669, "loss_fcos_loc": 0.22127472143620253, "loss_mask": 0.29571108520030975, "loss_maskiou": 0.00782729707134422, "loss_sem_seg": 0.3405433807056397, "lr": 0.01, "mask_rcnn/accuracy": 0.8729222960961388, "mask_rcnn/false_negative": 0.1063836713323687, "mask_rcnn/false_positive": 0.1368189688684718, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7894248235970736, "total_loss": 1.8056668840290513} {"data_time": 0.016050824895501137, "eta_seconds": 165604.60184295382, "iteration": 58999, "loss_fcos_cls": 0.2892501363530755, "loss_fcos_ctr": 0.6230754731222987, "loss_fcos_loc": 0.2158428046386689, "loss_mask": 0.29386002849787474, "loss_maskiou": 0.007597425414132886, "loss_sem_seg": 0.3147400785237551, "lr": 0.01, "mask_rcnn/accuracy": 0.8686408723335266, "mask_rcnn/false_negative": 0.10932805365085582, "mask_rcnn/false_positive": 0.1468479949363697, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.25, "time": 0.7835638085380197, "total_loss": 1.7759541387640638} {"data_time": 0.015659539960324764, "eta_seconds": 165667.880181293, "iteration": 59019, "loss_fcos_cls": 0.28027583518996835, "loss_fcos_ctr": 0.6243953173980117, "loss_fcos_loc": 0.21666441904380918, "loss_mask": 0.30708579160273075, "loss_maskiou": 0.007240784703753889, "loss_sem_seg": 0.3145868103019893, "lr": 0.01, "mask_rcnn/accuracy": 0.8782187590945469, "mask_rcnn/false_negative": 0.1142349898145017, "mask_rcnn/false_positive": 0.15115199967612686, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.812053645029664, "total_loss": 1.737426577397855} {"data_time": 0.016620575450360775, "eta_seconds": 165652.17565053608, "iteration": 59039, "loss_fcos_cls": 0.27732301922515035, "loss_fcos_ctr": 0.623973160982132, "loss_fcos_loc": 0.21524785982910544, "loss_mask": 0.30283611733466387, "loss_maskiou": 0.007504659457481466, "loss_sem_seg": 0.33284679194912314, "lr": 0.01, "mask_rcnn/accuracy": 0.8740710111883582, "mask_rcnn/false_negative": 0.11247484489382564, "mask_rcnn/false_positive": 0.14060345795167253, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7813078425824642, "total_loss": 1.7565666542213876} {"data_time": 0.015905320644378662, "eta_seconds": 165770.5557683101, "iteration": 59059, "loss_fcos_cls": 0.29389874218031764, "loss_fcos_ctr": 0.6249073315411806, "loss_fcos_loc": 0.22442954988218844, "loss_mask": 0.2938471254892647, "loss_maskiou": 0.0073305850237375125, "loss_sem_seg": 0.3271239376626909, "lr": 0.01, "mask_rcnn/accuracy": 0.858120672103967, "mask_rcnn/false_negative": 0.10648152868722219, "mask_rcnn/false_positive": 0.19244178435688225, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7981010982766747, "total_loss": 1.772486563102575} {"data_time": 0.01622666697949171, "eta_seconds": 165772.21481501777, "iteration": 59079, "loss_fcos_cls": 0.27437817119061947, "loss_fcos_ctr": 0.6233267458155751, "loss_fcos_loc": 0.2138493173988536, "loss_mask": 0.31118908803910017, "loss_maskiou": 0.007629448038642295, "loss_sem_seg": 0.3305237046442926, "lr": 0.01, "mask_rcnn/accuracy": 0.8682276851702336, "mask_rcnn/false_negative": 0.11077173474924701, "mask_rcnn/false_positive": 0.14094477831274577, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7895069969817996, "total_loss": 1.740059766889317} {"data_time": 0.016935670748353004, "eta_seconds": 165917.4102416318, "iteration": 59099, "loss_fcos_cls": 0.30858156795147806, "loss_fcos_ctr": 0.6246762992814183, "loss_fcos_loc": 0.2251998563297093, "loss_mask": 0.2998100174590945, "loss_maskiou": 0.007263245657668449, "loss_sem_seg": 0.3043021406047046, "lr": 0.01, "mask_rcnn/accuracy": 0.8650427814666537, "mask_rcnn/false_negative": 0.1201990509015968, "mask_rcnn/false_positive": 0.14576095714299353, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.8008783468976617, "total_loss": 1.8034255813108757} {"data_time": 0.015930749475955963, "eta_seconds": 165868.46279205196, "iteration": 59119, "loss_fcos_cls": 0.28241464029997587, "loss_fcos_ctr": 0.6258485983125865, "loss_fcos_loc": 0.21982107474468648, "loss_mask": 0.29412511084228754, "loss_maskiou": 0.006849941244581714, "loss_sem_seg": 0.36449688393622637, "lr": 0.01, "mask_rcnn/accuracy": 0.8637158125178017, "mask_rcnn/false_negative": 0.10005434810717462, "mask_rcnn/false_positive": 0.17945663601748396, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7763027865439653, "total_loss": 1.7710449688020162} {"data_time": 0.017054826021194458, "eta_seconds": 165916.52158303466, "iteration": 59139, "loss_fcos_cls": 0.2828432891983539, "loss_fcos_ctr": 0.6202666535973549, "loss_fcos_loc": 0.20966169005259871, "loss_mask": 0.28458496928215027, "loss_maskiou": 0.007053885085042566, "loss_sem_seg": 0.36484922748059034, "lr": 0.01, "mask_rcnn/accuracy": 0.8768087011227255, "mask_rcnn/false_negative": 0.10667930444900973, "mask_rcnn/false_positive": 0.15341458375237307, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.5, "time": 0.7800998575985432, "total_loss": 1.7691448192636017} {"data_time": 0.016385029070079327, "eta_seconds": 165946.4734122539, "iteration": 59159, "loss_fcos_cls": 0.2808789280243218, "loss_fcos_ctr": 0.6223446633666754, "loss_fcos_loc": 0.21782003715634346, "loss_mask": 0.30803701374679804, "loss_maskiou": 0.007845791289582849, "loss_sem_seg": 0.3199360086582601, "lr": 0.01, "mask_rcnn/accuracy": 0.8707900895400895, "mask_rcnn/false_negative": 0.08362429763998576, "mask_rcnn/false_positive": 0.16033016448897608, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.809606684371829, "total_loss": 1.7620965618843911} {"data_time": 0.01682680007070303, "eta_seconds": 165913.42425164767, "iteration": 59179, "loss_fcos_cls": 0.2992947439197451, "loss_fcos_ctr": 0.6220587259158492, "loss_fcos_loc": 0.21131624549161643, "loss_mask": 0.28750474378466606, "loss_maskiou": 0.006826724260463379, "loss_sem_seg": 0.32438012678176165, "lr": 0.01, "mask_rcnn/accuracy": 0.871811224489796, "mask_rcnn/false_negative": 0.08863502438267531, "mask_rcnn/false_positive": 0.14837365436578753, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7823442993685603, "total_loss": 1.754107759828912} {"data_time": 0.015662111341953278, "eta_seconds": 165776.17091695312, "iteration": 59199, "loss_fcos_cls": 0.2930663814768195, "loss_fcos_ctr": 0.6256187576800585, "loss_fcos_loc": 0.22305381763726473, "loss_mask": 0.3052336205728352, "loss_maskiou": 0.007577546843094751, "loss_sem_seg": 0.3275926117785275, "lr": 0.01, "mask_rcnn/accuracy": 0.8565282335852011, "mask_rcnn/false_negative": 0.10477038991912467, "mask_rcnn/false_positive": 0.1714824399846859, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7798553807660937, "total_loss": 1.7282429661427159} {"data_time": 0.017099234275519848, "eta_seconds": 165662.18257510755, "iteration": 59219, "loss_fcos_cls": 0.28968650195747614, "loss_fcos_ctr": 0.6239365264773369, "loss_fcos_loc": 0.21933615184389055, "loss_mask": 0.27721920888870955, "loss_maskiou": 0.006701252517814282, "loss_sem_seg": 0.34706672094762325, "lr": 0.01, "mask_rcnn/accuracy": 0.872457459328815, "mask_rcnn/false_negative": 0.10189430597066626, "mask_rcnn/false_positive": 0.16831701743278676, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.767028353177011, "total_loss": 1.7521519587025978} {"data_time": 0.015218142420053482, "eta_seconds": 165511.67768556345, "iteration": 59239, "loss_fcos_cls": 0.2924969538580626, "loss_fcos_ctr": 0.6264497437514365, "loss_fcos_loc": 0.23090058064553887, "loss_mask": 0.2997694667428732, "loss_maskiou": 0.007790486823068932, "loss_sem_seg": 0.29588300082832575, "lr": 0.01, "mask_rcnn/accuracy": 0.8481204394150823, "mask_rcnn/false_negative": 0.1206585519967841, "mask_rcnn/false_positive": 0.1687340404403757, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.7731329686939716, "total_loss": 1.7618520077085122} {"data_time": 0.016525457613170147, "eta_seconds": 165396.83355288673, "iteration": 59259, "loss_fcos_cls": 0.28055266523733735, "loss_fcos_ctr": 0.6237814030610025, "loss_fcos_loc": 0.21948610118124634, "loss_mask": 0.2932996051385999, "loss_maskiou": 0.007349850100581534, "loss_sem_seg": 0.28882317477837205, "lr": 0.01, "mask_rcnn/accuracy": 0.8687549029512796, "mask_rcnn/false_negative": 0.10294585444652583, "mask_rcnn/false_positive": 0.16622387849283976, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 40.0, "time": 0.7582105007022619, "total_loss": 1.7122745555752772} {"data_time": 0.015601933933794498, "eta_seconds": 165381.13686040137, "iteration": 59279, "loss_fcos_cls": 0.2837615357711911, "loss_fcos_ctr": 0.6232726965099573, "loss_fcos_loc": 0.22301706904545426, "loss_mask": 0.28306921385228634, "loss_maskiou": 0.006997843913268298, "loss_sem_seg": 0.2996442592702806, "lr": 0.01, "mask_rcnn/accuracy": 0.8727717145325873, "mask_rcnn/false_negative": 0.09310479471329847, "mask_rcnn/false_positive": 0.1665239411473045, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.75, "time": 0.779705093242228, "total_loss": 1.7257572773487482} {"data_time": 0.01581644080579281, "eta_seconds": 165308.20421584323, "iteration": 59299, "loss_fcos_cls": 0.287949541117996, "loss_fcos_ctr": 0.6242578700184822, "loss_fcos_loc": 0.21366016718093306, "loss_mask": 0.29194155987352133, "loss_maskiou": 0.007147957381675951, "loss_sem_seg": 0.287285826401785, "lr": 0.01, "mask_rcnn/accuracy": 0.8671911096318454, "mask_rcnn/false_negative": 0.10328849020030564, "mask_rcnn/false_positive": 0.1639935768347635, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7783495802432299, "total_loss": 1.745173431263538} {"data_time": 0.014934425242245197, "eta_seconds": 165278.60191992112, "iteration": 59319, "loss_fcos_cls": 0.2827856042422354, "loss_fcos_ctr": 0.6251079682260752, "loss_fcos_loc": 0.22364697279408574, "loss_mask": 0.29796918388456106, "loss_maskiou": 0.00724119103688281, "loss_sem_seg": 0.30950091080740094, "lr": 0.01, "mask_rcnn/accuracy": 0.8873442790484136, "mask_rcnn/false_negative": 0.08147215744838834, "mask_rcnn/false_positive": 0.14370758294786296, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7696378892287612, "total_loss": 1.735596219994477} {"data_time": 0.01574410032480955, "eta_seconds": 165262.9119809214, "iteration": 59339, "loss_fcos_cls": 0.2901307933498174, "loss_fcos_ctr": 0.6240249238908291, "loss_fcos_loc": 0.21592098753899336, "loss_mask": 0.2912357887253165, "loss_maskiou": 0.0069895806373097, "loss_sem_seg": 0.2926753726787865, "lr": 0.01, "mask_rcnn/accuracy": 0.8718143362892152, "mask_rcnn/false_negative": 0.10674725846401448, "mask_rcnn/false_positive": 0.15281132058315594, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7968317298218608, "total_loss": 1.7259226294554537} {"data_time": 0.0162731958553195, "eta_seconds": 165271.81450462528, "iteration": 59359, "loss_fcos_cls": 0.26950217480771244, "loss_fcos_ctr": 0.6219643410295248, "loss_fcos_loc": 0.2049163596238941, "loss_mask": 0.292260954156518, "loss_maskiou": 0.006628033646848053, "loss_sem_seg": 0.3203291343525052, "lr": 0.01, "mask_rcnn/accuracy": 0.8998887940544344, "mask_rcnn/false_negative": 0.09176710580501357, "mask_rcnn/false_positive": 0.11991408394959446, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.0, "time": 0.7930438295006752, "total_loss": 1.711641315065208} {"data_time": 0.016486328095197678, "eta_seconds": 165231.53210292198, "iteration": 59379, "loss_fcos_cls": 0.2922936915419996, "loss_fcos_ctr": 0.6215235982090235, "loss_fcos_loc": 0.2171608682256192, "loss_mask": 0.2984411735087633, "loss_maskiou": 0.007017486350378022, "loss_sem_seg": 0.31861753785051405, "lr": 0.01, "mask_rcnn/accuracy": 0.8592245455793756, "mask_rcnn/false_negative": 0.1117294473079225, "mask_rcnn/false_positive": 0.1908237825434697, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.5, "time": 0.7798272846266627, "total_loss": 1.7304880539377336} {"data_time": 0.016350501216948032, "eta_seconds": 165119.12128781714, "iteration": 59399, "loss_fcos_cls": 0.2847987017594278, "loss_fcos_ctr": 0.6213503954932094, "loss_fcos_loc": 0.20702130300924182, "loss_mask": 0.2804243369027972, "loss_maskiou": 0.006946948764380068, "loss_sem_seg": 0.328282427508384, "lr": 0.01, "mask_rcnn/accuracy": 0.872220023066698, "mask_rcnn/false_negative": 0.10195426791870169, "mask_rcnn/false_positive": 0.14974389110726302, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7768333675339818, "total_loss": 1.7402668054419337} {"data_time": 0.015432257205247879, "eta_seconds": 165003.43032040726, "iteration": 59419, "loss_fcos_cls": 0.28472296241670847, "loss_fcos_ctr": 0.6226257672533393, "loss_fcos_loc": 0.21657992620021105, "loss_mask": 0.2808710476383567, "loss_maskiou": 0.007096268469467759, "loss_sem_seg": 0.2946620211005211, "lr": 0.01, "mask_rcnn/accuracy": 0.866701350677129, "mask_rcnn/false_negative": 0.11653765913725106, "mask_rcnn/false_positive": 0.1432419678570898, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7776508238166571, "total_loss": 1.7001092897116905} {"data_time": 0.017971180379390717, "eta_seconds": 165184.46228592284, "iteration": 59439, "loss_fcos_cls": 0.29515768121927977, "loss_fcos_ctr": 0.6257610870525241, "loss_fcos_loc": 0.22588362614624202, "loss_mask": 0.3024773392826319, "loss_maskiou": 0.007377003814326599, "loss_sem_seg": 0.2884946099948138, "lr": 0.01, "mask_rcnn/accuracy": 0.8605508609693877, "mask_rcnn/false_negative": 0.10355039562045304, "mask_rcnn/false_positive": 0.16935559823824636, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7955429162830114, "total_loss": 1.744685863799532} {"data_time": 0.015167580917477608, "eta_seconds": 165193.35313456692, "iteration": 59459, "loss_fcos_cls": 0.2883424952160567, "loss_fcos_ctr": 0.6221174728125334, "loss_fcos_loc": 0.2214055941440165, "loss_mask": 0.3003460504114628, "loss_maskiou": 0.0076465213496703655, "loss_sem_seg": 0.28192765498533845, "lr": 0.01, "mask_rcnn/accuracy": 0.858075035309892, "mask_rcnn/false_negative": 0.11435873683836537, "mask_rcnn/false_positive": 0.18467762619819567, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7838993659242988, "total_loss": 1.7124879267648794} {"data_time": 0.016150963492691517, "eta_seconds": 165224.16993554775, "iteration": 59479, "loss_fcos_cls": 0.2646061978302896, "loss_fcos_ctr": 0.6217938102781773, "loss_fcos_loc": 0.21007089916383848, "loss_mask": 0.2947907419875264, "loss_maskiou": 0.006893049692735076, "loss_sem_seg": 0.30201584519818425, "lr": 0.01, "mask_rcnn/accuracy": 0.8713837712153076, "mask_rcnn/false_negative": 0.10170858828080653, "mask_rcnn/false_positive": 0.15362729689335017, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7824866566807032, "total_loss": 1.6723560628088308} {"data_time": 0.016366546042263508, "eta_seconds": 165245.00767292362, "iteration": 59499, "loss_fcos_cls": 0.29335759533569217, "loss_fcos_ctr": 0.6263054106384516, "loss_fcos_loc": 0.22515888314228505, "loss_mask": 0.29989465419203043, "loss_maskiou": 0.007441541034495458, "loss_sem_seg": 0.32393728056922555, "lr": 0.01, "mask_rcnn/accuracy": 0.8714750435057744, "mask_rcnn/false_negative": 0.11288608868047856, "mask_rcnn/false_positive": 0.17978406720896567, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 24.5, "time": 0.7932054158300161, "total_loss": 1.818917952648917} {"data_time": 0.01572422683238983, "eta_seconds": 165221.8938170178, "iteration": 59519, "loss_fcos_cls": 0.2901143175549805, "loss_fcos_ctr": 0.6217420175671577, "loss_fcos_loc": 0.21375600760802627, "loss_mask": 0.30261882953345776, "loss_maskiou": 0.007423859235132113, "loss_sem_seg": 0.31920441542752087, "lr": 0.01, "mask_rcnn/accuracy": 0.8791849681601964, "mask_rcnn/false_negative": 0.0908350219992205, "mask_rcnn/false_positive": 0.15715307945045015, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.0, "time": 0.7782713128253818, "total_loss": 1.7263606991327833} {"data_time": 0.01623387075960636, "eta_seconds": 165229.4764708178, "iteration": 59539, "loss_fcos_cls": 0.2988144576083869, "loss_fcos_ctr": 0.6252907952293754, "loss_fcos_loc": 0.22202524356544018, "loss_mask": 0.31433160975575447, "loss_maskiou": 0.008142681239405647, "loss_sem_seg": 0.2905771539080888, "lr": 0.01, "mask_rcnn/accuracy": 0.8630142533203757, "mask_rcnn/false_negative": 0.08916503295810788, "mask_rcnn/false_positive": 0.17041632978413873, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.8008155003190041, "total_loss": 1.7944061227026395} {"data_time": 0.014623560942709446, "eta_seconds": 165161.3831656063, "iteration": 59559, "loss_fcos_cls": 0.2869681967422366, "loss_fcos_ctr": 0.6224938109517097, "loss_fcos_loc": 0.21441679843701422, "loss_mask": 0.2947683157399297, "loss_maskiou": 0.006736843010003213, "loss_sem_seg": 0.30904029915109277, "lr": 0.01, "mask_rcnn/accuracy": 0.8768841370682889, "mask_rcnn/false_negative": 0.08661827221168711, "mask_rcnn/false_positive": 0.15907691035819507, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7820452060550451, "total_loss": 1.7433041386539117} {"data_time": 0.01650298945605755, "eta_seconds": 165145.68647312094, "iteration": 59579, "loss_fcos_cls": 0.2845055821817368, "loss_fcos_ctr": 0.6216367390006781, "loss_fcos_loc": 0.2120767230517231, "loss_mask": 0.29064386803656816, "loss_maskiou": 0.007122078150132438, "loss_sem_seg": 0.30805918318219483, "lr": 0.01, "mask_rcnn/accuracy": 0.8738859375365267, "mask_rcnn/false_negative": 0.08661659207655784, "mask_rcnn/false_positive": 0.1618003648981371, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.75, "time": 0.7871599961072206, "total_loss": 1.7348660750576528} {"data_time": 0.015586603432893753, "eta_seconds": 165182.3714556927, "iteration": 59599, "loss_fcos_cls": 0.28585280245169997, "loss_fcos_ctr": 0.6244947705417871, "loss_fcos_loc": 0.21306661132257432, "loss_mask": 0.2938726944848895, "loss_maskiou": 0.007425114425132051, "loss_sem_seg": 0.3266622074879706, "lr": 0.01, "mask_rcnn/accuracy": 0.8768433575353218, "mask_rcnn/false_negative": 0.09627812423344989, "mask_rcnn/false_positive": 0.15987048170309162, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.5, "time": 0.7975224023684859, "total_loss": 1.7336629869969329} {"data_time": 0.016599885188043118, "eta_seconds": 165114.2930881502, "iteration": 59619, "loss_fcos_cls": 0.2948556775227189, "loss_fcos_ctr": 0.6234992193058133, "loss_fcos_loc": 0.22472645941888914, "loss_mask": 0.3044745600782335, "loss_maskiou": 0.007293957474757917, "loss_sem_seg": 0.30756592471152544, "lr": 0.01, "mask_rcnn/accuracy": 0.8736696779851543, "mask_rcnn/false_negative": 0.09839644118659407, "mask_rcnn/false_positive": 0.1711100780891194, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.775428669527173, "total_loss": 1.753259852885094} {"data_time": 0.01590566709637642, "eta_seconds": 165027.56289592572, "iteration": 59639, "loss_fcos_cls": 0.2949908347800374, "loss_fcos_ctr": 0.6225656908936799, "loss_fcos_loc": 0.2207496296032332, "loss_mask": 0.29977169912308455, "loss_maskiou": 0.007309822321985848, "loss_sem_seg": 0.2892008232884109, "lr": 0.01, "mask_rcnn/accuracy": 0.8656027025471842, "mask_rcnn/false_negative": 0.09282697633552478, "mask_rcnn/false_positive": 0.1538447422659645, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.0, "time": 0.7852428928017616, "total_loss": 1.7651794679404702} {"data_time": 0.01618688553571701, "eta_seconds": 165011.872956926, "iteration": 59659, "loss_fcos_cls": 0.277932190336287, "loss_fcos_ctr": 0.6251450506970286, "loss_fcos_loc": 0.21260805195197463, "loss_mask": 0.2923245718702674, "loss_maskiou": 0.007469746837159619, "loss_sem_seg": 0.3135952730663121, "lr": 0.01, "mask_rcnn/accuracy": 0.8597173592859788, "mask_rcnn/false_negative": 0.10801283247687943, "mask_rcnn/false_positive": 0.1887567845314561, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.0, "time": 0.7796341450884938, "total_loss": 1.7467748954513809} {"data_time": 0.017599668353796005, "eta_seconds": 165067.20301069412, "iteration": 59679, "loss_fcos_cls": 0.28540323534980416, "loss_fcos_ctr": 0.6256916122511029, "loss_fcos_loc": 0.22133557021152228, "loss_mask": 0.29096537735313177, "loss_maskiou": 0.006904025940457359, "loss_sem_seg": 0.2970292503014207, "lr": 0.01, "mask_rcnn/accuracy": 0.8551381414542186, "mask_rcnn/false_negative": 0.10675946897230468, "mask_rcnn/false_positive": 0.1605474457648463, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.0, "time": 0.7874385630711913, "total_loss": 1.7428882850508671} {"data_time": 0.01736817415803671, "eta_seconds": 165105.92567847297, "iteration": 59699, "loss_fcos_cls": 0.30305450106970966, "loss_fcos_ctr": 0.6225550966337323, "loss_fcos_loc": 0.2050032548722811, "loss_mask": 0.2799272257834673, "loss_maskiou": 0.006340665262541734, "loss_sem_seg": 0.3282577320933342, "lr": 0.01, "mask_rcnn/accuracy": 0.8705149501661129, "mask_rcnn/false_negative": 0.11719717251393175, "mask_rcnn/false_positive": 0.13614504761003696, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.75, "time": 0.7759048985317349, "total_loss": 1.759308805965702} {"data_time": 0.01678292080760002, "eta_seconds": 165090.22381060943, "iteration": 59719, "loss_fcos_cls": 0.29207495506852865, "loss_fcos_ctr": 0.6249835100024939, "loss_fcos_loc": 0.2184285840485245, "loss_mask": 0.28194326907396317, "loss_maskiou": 0.006986173641053028, "loss_sem_seg": 0.3106209565885365, "lr": 0.01, "mask_rcnn/accuracy": 0.892590441828712, "mask_rcnn/false_negative": 0.0892062205221982, "mask_rcnn/false_positive": 0.12543098603285527, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 24.0, "time": 0.7843397222459316, "total_loss": 1.741102571671945} {"data_time": 0.015833652578294277, "eta_seconds": 164973.66129840352, "iteration": 59739, "loss_fcos_cls": 0.2991725760512054, "loss_fcos_ctr": 0.6205090526491404, "loss_fcos_loc": 0.21004164009355009, "loss_mask": 0.2934560813009739, "loss_maskiou": 0.007027426894637756, "loss_sem_seg": 0.32358500524424016, "lr": 0.01, "mask_rcnn/accuracy": 0.869853447671975, "mask_rcnn/false_negative": 0.08582320839958496, "mask_rcnn/false_positive": 0.17663193891999746, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.0, "time": 0.7718463707715273, "total_loss": 1.7615650643856497} {"data_time": 0.017188921570777893, "eta_seconds": 164933.42326192744, "iteration": 59759, "loss_fcos_cls": 0.29140758817084134, "loss_fcos_ctr": 0.6253113858401775, "loss_fcos_loc": 0.2184084779000841, "loss_mask": 0.29862125450745225, "loss_maskiou": 0.0070266734473989345, "loss_sem_seg": 0.33264389587566257, "lr": 0.01, "mask_rcnn/accuracy": 0.8909041950113379, "mask_rcnn/false_negative": 0.09834914281412317, "mask_rcnn/false_positive": 0.1165064027288513, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7803400699049234, "total_loss": 1.7693770339974435} {"data_time": 0.015247119590640068, "eta_seconds": 164814.08922458533, "iteration": 59779, "loss_fcos_cls": 0.2797736197244376, "loss_fcos_ctr": 0.6262068394571543, "loss_fcos_loc": 0.22333398973569274, "loss_mask": 0.3033285140991211, "loss_maskiou": 0.0073884555022232234, "loss_sem_seg": 0.3653137991204858, "lr": 0.01, "mask_rcnn/accuracy": 0.8810278369589595, "mask_rcnn/false_negative": 0.08858535263404785, "mask_rcnn/false_positive": 0.14152897357478966, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.75, "time": 0.7683565011247993, "total_loss": 1.7818913969385903} {"data_time": 0.0168134868144989, "eta_seconds": 164634.40315521788, "iteration": 59799, "loss_fcos_cls": 0.2881360228639096, "loss_fcos_ctr": 0.6251585315912962, "loss_fcos_loc": 0.22414272092282772, "loss_mask": 0.2920711198821664, "loss_maskiou": 0.006457941519329324, "loss_sem_seg": 0.3261089357547462, "lr": 0.01, "mask_rcnn/accuracy": 0.870606328195614, "mask_rcnn/false_negative": 0.09076917920388664, "mask_rcnn/false_positive": 0.1352682277352291, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.75, "time": 0.7775442358106375, "total_loss": 1.7556045500277833} {"data_time": 0.016766594722867012, "eta_seconds": 164653.51849426795, "iteration": 59819, "loss_fcos_cls": 0.2843725511338562, "loss_fcos_ctr": 0.6233797920867801, "loss_fcos_loc": 0.2033467295113951, "loss_mask": 0.2929249079898, "loss_maskiou": 0.007450555407558568, "loss_sem_seg": 0.3297106819227338, "lr": 0.01, "mask_rcnn/accuracy": 0.8832677192498621, "mask_rcnn/false_negative": 0.09416939289273424, "mask_rcnn/false_positive": 0.17231222563700038, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.5, "time": 0.7857217052951455, "total_loss": 1.7419476322538685} {"data_time": 0.016082974150776863, "eta_seconds": 164637.85071092937, "iteration": 59839, "loss_fcos_cls": 0.2917682754341513, "loss_fcos_ctr": 0.625446408521384, "loss_fcos_loc": 0.21985459397546947, "loss_mask": 0.2895484399050474, "loss_maskiou": 0.006804942604503594, "loss_sem_seg": 0.3153243102133274, "lr": 0.01, "mask_rcnn/accuracy": 0.8705597851035192, "mask_rcnn/false_negative": 0.10617869674987333, "mask_rcnn/false_positive": 0.13263681348304104, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.7802475588396192, "total_loss": 1.7519301825377624} {"data_time": 0.017058945260941982, "eta_seconds": 164646.48764398042, "iteration": 59859, "loss_fcos_cls": 0.29172699514310807, "loss_fcos_ctr": 0.623483844101429, "loss_fcos_loc": 0.22310351207852364, "loss_mask": 0.2951111439615488, "loss_maskiou": 0.0074796744302148, "loss_sem_seg": 0.3191308472305536, "lr": 0.01, "mask_rcnn/accuracy": 0.8503977862331373, "mask_rcnn/false_negative": 0.12993084450973727, "mask_rcnn/false_positive": 0.16031023354661628, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7863479610532522, "total_loss": 1.7540981964557432} {"data_time": 0.01881437562406063, "eta_seconds": 164803.30398534052, "iteration": 59879, "loss_fcos_cls": 0.29877783358097076, "loss_fcos_ctr": 0.6212196778506041, "loss_fcos_loc": 0.21320165984798223, "loss_mask": 0.2791530527174473, "loss_maskiou": 0.007733227947028354, "loss_sem_seg": 0.31420844537205994, "lr": 0.01, "mask_rcnn/accuracy": 0.8593085799893728, "mask_rcnn/false_negative": 0.11253812314274189, "mask_rcnn/false_positive": 0.17816643670905247, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.791048476472497, "total_loss": 1.7500945135834627} {"data_time": 0.013859665021300316, "eta_seconds": 164720.00875352416, "iteration": 59899, "loss_fcos_cls": 0.2829132960177958, "loss_fcos_ctr": 0.6243531806394458, "loss_fcos_loc": 0.21797083877027035, "loss_mask": 0.30256717931479216, "loss_maskiou": 0.00721735242404975, "loss_sem_seg": 0.29986232332885265, "lr": 0.01, "mask_rcnn/accuracy": 0.8449367727860375, "mask_rcnn/false_negative": 0.12054266591199472, "mask_rcnn/false_positive": 0.17791359095958234, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7831184910610318, "total_loss": 1.7268216735392343} {"data_time": 0.014761518687009811, "eta_seconds": 164810.49165451247, "iteration": 59919, "loss_fcos_cls": 0.28787419525906444, "loss_fcos_ctr": 0.6250155791640282, "loss_fcos_loc": 0.21515216981060803, "loss_mask": 0.291854128241539, "loss_maskiou": 0.0067709014838328585, "loss_sem_seg": 0.3327289312146604, "lr": 0.01, "mask_rcnn/accuracy": 0.8797298580449129, "mask_rcnn/false_negative": 0.1125688174009104, "mask_rcnn/false_positive": 0.13309637742991137, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.810261663980782, "total_loss": 1.7745645323739154} {"data_time": 0.016625958494842052, "eta_seconds": 164756.2444423195, "iteration": 59939, "loss_fcos_cls": 0.3074857178144157, "loss_fcos_ctr": 0.6253083636984229, "loss_fcos_loc": 0.22711123852059245, "loss_mask": 0.2958435844630003, "loss_maskiou": 0.0068203363625798374, "loss_sem_seg": 0.2732692318968475, "lr": 0.01, "mask_rcnn/accuracy": 0.860366452615529, "mask_rcnn/false_negative": 0.1063229794035323, "mask_rcnn/false_positive": 0.17130855240245307, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7798646278679371, "total_loss": 1.7415986108535435} {"data_time": 0.01619353797286749, "eta_seconds": 164779.1112837689, "iteration": 59959, "loss_fcos_cls": 0.2785705919377506, "loss_fcos_ctr": 0.621367022395134, "loss_fcos_loc": 0.2099849134683609, "loss_mask": 0.28730869572609663, "loss_maskiou": 0.007160240289522335, "loss_sem_seg": 0.3337520328350365, "lr": 0.01, "mask_rcnn/accuracy": 0.8806871784378837, "mask_rcnn/false_negative": 0.08898070051661636, "mask_rcnn/false_positive": 0.16159599447095954, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7851790022104979, "total_loss": 1.738560506448266} {"data_time": 0.017168923281133175, "eta_seconds": 164763.4210983971, "iteration": 59979, "loss_fcos_cls": 0.2847826508805156, "loss_fcos_ctr": 0.6211421033367515, "loss_fcos_loc": 0.2144115820992738, "loss_mask": 0.3026733649894595, "loss_maskiou": 0.007303120779397432, "loss_sem_seg": 0.3171124141663313, "lr": 0.01, "mask_rcnn/accuracy": 0.8657250878820428, "mask_rcnn/false_negative": 0.1024517633313277, "mask_rcnn/false_positive": 0.1374500505504599, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7910794923081994, "total_loss": 1.759098844791879} {"data_time": 0.0174269899725914, "eta_seconds": 164769.5827224683, "iteration": 59999, "loss_fcos_cls": 0.29128766409121454, "loss_fcos_ctr": 0.6215044176205993, "loss_fcos_loc": 0.211546242935583, "loss_mask": 0.28870360739529133, "loss_maskiou": 0.007300205121282488, "loss_sem_seg": 0.3219470293261111, "lr": 0.01, "mask_rcnn/accuracy": 0.8696428571428572, "mask_rcnn/false_negative": 0.07159612920584946, "mask_rcnn/false_positive": 0.17597828751362907, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.75, "time": 0.7936470434069633, "total_loss": 1.7700624766002875} {"data_time": 0.015657066367566586, "eta_seconds": 164602.05626770388, "iteration": 60019, "loss_fcos_cls": 0.2906439998187125, "loss_fcos_ctr": 0.6224452164024115, "loss_fcos_loc": 0.21846876991912723, "loss_mask": 0.30348142981529236, "loss_maskiou": 0.008284400551929139, "loss_sem_seg": 0.35038201231509447, "lr": 0.01, "mask_rcnn/accuracy": 0.8454534591614424, "mask_rcnn/false_negative": 0.13192384243533875, "mask_rcnn/false_positive": 0.16694036078920682, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.75, "time": 0.7783959163352847, "total_loss": 1.8142414449393982} {"data_time": 0.015684724785387516, "eta_seconds": 164799.18462498765, "iteration": 60039, "loss_fcos_cls": 0.30514689278788865, "loss_fcos_ctr": 0.6247019898146391, "loss_fcos_loc": 0.221435169223696, "loss_mask": 0.3249764982610941, "loss_maskiou": 0.008385599488974549, "loss_sem_seg": 0.31731130089610815, "lr": 0.01, "mask_rcnn/accuracy": 0.8517351950549024, "mask_rcnn/false_negative": 0.1307681037859582, "mask_rcnn/false_positive": 0.1628850849239744, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.803941061720252, "total_loss": 1.7979330450107227} {"data_time": 0.0180736118927598, "eta_seconds": 164607.1185379792, "iteration": 60059, "loss_fcos_cls": 0.2910037429537624, "loss_fcos_ctr": 0.6258599264547229, "loss_fcos_loc": 0.22042126744054258, "loss_mask": 0.2990409480407834, "loss_maskiou": 0.007545645770733245, "loss_sem_seg": 0.3280325010418892, "lr": 0.01, "mask_rcnn/accuracy": 0.8598878977961047, "mask_rcnn/false_negative": 0.10848410868601033, "mask_rcnn/false_positive": 0.16996661666111545, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.75, "time": 0.7739613335579634, "total_loss": 1.774028555402765} {"data_time": 0.017406643368303776, "eta_seconds": 164591.4372638557, "iteration": 60079, "loss_fcos_cls": 0.2915904454421252, "loss_fcos_ctr": 0.6242138771340251, "loss_fcos_loc": 0.21275524981319904, "loss_mask": 0.29711301252245903, "loss_maskiou": 0.00801733136177063, "loss_sem_seg": 0.335040170699358, "lr": 0.01, "mask_rcnn/accuracy": 0.875447368143432, "mask_rcnn/false_negative": 0.10780790825958061, "mask_rcnn/false_positive": 0.1634989852854903, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.5, "time": 0.794231497682631, "total_loss": 1.7642526806303067} {"data_time": 0.016008508391678333, "eta_seconds": 164434.16952752788, "iteration": 60099, "loss_fcos_cls": 0.2846671515144408, "loss_fcos_ctr": 0.6237122151069343, "loss_fcos_loc": 0.21527821756899357, "loss_mask": 0.2956638475880027, "loss_maskiou": 0.007556239885161631, "loss_sem_seg": 0.2902772268280387, "lr": 0.01, "mask_rcnn/accuracy": 0.8729648447161373, "mask_rcnn/false_negative": 0.09299380812471375, "mask_rcnn/false_positive": 0.18746223332426432, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7838216572999954, "total_loss": 1.7342826290841913} {"data_time": 0.01636592671275139, "eta_seconds": 164523.66724380758, "iteration": 60119, "loss_fcos_cls": 0.2965011397609487, "loss_fcos_ctr": 0.6266153417527676, "loss_fcos_loc": 0.2215287189465016, "loss_mask": 0.2820597756654024, "loss_maskiou": 0.007348231854848564, "loss_sem_seg": 0.34081519581377506, "lr": 0.01, "mask_rcnn/accuracy": 0.8863023490646258, "mask_rcnn/false_negative": 0.09386459737002367, "mask_rcnn/false_positive": 0.12945024146807135, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7960755145177245, "total_loss": 1.788034146054997} {"data_time": 0.016818290576338768, "eta_seconds": 164468.91014042124, "iteration": 60139, "loss_fcos_cls": 0.28589360229671, "loss_fcos_ctr": 0.6249563898891211, "loss_fcos_loc": 0.22188985906541348, "loss_mask": 0.3001053845509887, "loss_maskiou": 0.007748012387310155, "loss_sem_seg": 0.3125176220200956, "lr": 0.01, "mask_rcnn/accuracy": 0.8809747583243823, "mask_rcnn/false_negative": 0.11560275230723674, "mask_rcnn/false_positive": 0.1511325283474442, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7747994186356664, "total_loss": 1.7578992224880494} {"data_time": 0.018330169841647148, "eta_seconds": 164425.21027406864, "iteration": 60159, "loss_fcos_cls": 0.2834810013882816, "loss_fcos_ctr": 0.6234372784383595, "loss_fcos_loc": 0.21409561997279525, "loss_mask": 0.28604462556540966, "loss_maskiou": 0.007251650691614486, "loss_sem_seg": 0.27837290801107883, "lr": 0.01, "mask_rcnn/accuracy": 0.8821487538827764, "mask_rcnn/false_negative": 0.08018894339371606, "mask_rcnn/false_positive": 0.13271214710616747, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.75, "time": 0.7945312159135938, "total_loss": 1.6979225616087206} {"data_time": 0.015411659143865108, "eta_seconds": 164476.6338294698, "iteration": 60179, "loss_fcos_cls": 0.2917318393010646, "loss_fcos_ctr": 0.625288924202323, "loss_fcos_loc": 0.22865898732561618, "loss_mask": 0.3033807249739766, "loss_maskiou": 0.007692221406614408, "loss_sem_seg": 0.3351174686104059, "lr": 0.01, "mask_rcnn/accuracy": 0.8701993743926142, "mask_rcnn/false_negative": 0.09346064469335003, "mask_rcnn/false_positive": 0.1736452436882467, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.791790978051722, "total_loss": 1.7959657112805871} {"data_time": 0.016513293609023094, "eta_seconds": 164460.95602469053, "iteration": 60199, "loss_fcos_cls": 0.2797011712100357, "loss_fcos_ctr": 0.6216252725571394, "loss_fcos_loc": 0.21112200838979334, "loss_mask": 0.2948842328041792, "loss_maskiou": 0.006920061132404953, "loss_sem_seg": 0.3001980413682759, "lr": 0.01, "mask_rcnn/accuracy": 0.8514475587316094, "mask_rcnn/false_negative": 0.09798404311857416, "mask_rcnn/false_positive": 0.16314594009861544, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 23.75, "time": 0.7787517625838518, "total_loss": 1.7178615835655364} {"data_time": 0.014745810069143772, "eta_seconds": 164611.83007001225, "iteration": 60219, "loss_fcos_cls": 0.28072038292884827, "loss_fcos_ctr": 0.6245049927383661, "loss_fcos_loc": 0.22497087041847408, "loss_mask": 0.2929008500650525, "loss_maskiou": 0.007344064564676955, "loss_sem_seg": 0.30628538131713867, "lr": 0.01, "mask_rcnn/accuracy": 0.8845310394855994, "mask_rcnn/false_negative": 0.1078707162609463, "mask_rcnn/false_positive": 0.14151834443505254, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.75, "time": 0.8093467643484473, "total_loss": 1.733950446912786} {"data_time": 0.017111053690314293, "eta_seconds": 164642.20386701357, "iteration": 60239, "loss_fcos_cls": 0.2953850026242435, "loss_fcos_ctr": 0.6225957414135337, "loss_fcos_loc": 0.22241114429198205, "loss_mask": 0.2899843789637089, "loss_maskiou": 0.007020201941486448, "loss_sem_seg": 0.3395803733728826, "lr": 0.01, "mask_rcnn/accuracy": 0.8757020137600495, "mask_rcnn/false_negative": 0.10578794742640586, "mask_rcnn/false_positive": 0.16795812742616306, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7961432700976729, "total_loss": 1.7655839225481031} {"data_time": 0.015670526772737503, "eta_seconds": 164666.27337829396, "iteration": 60259, "loss_fcos_cls": 0.2809573938138783, "loss_fcos_ctr": 0.6225447570905089, "loss_fcos_loc": 0.21479684370569885, "loss_mask": 0.29213550267741084, "loss_maskiou": 0.007011630470515229, "loss_sem_seg": 0.3115561460144818, "lr": 0.01, "mask_rcnn/accuracy": 0.8593383303204731, "mask_rcnn/false_negative": 0.1004036753206573, "mask_rcnn/false_positive": 0.1333797170318681, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.25, "time": 0.7857623873278499, "total_loss": 1.7432539305882528} {"data_time": 0.016514496877789497, "eta_seconds": 164650.57151043043, "iteration": 60279, "loss_fcos_cls": 0.2993941104505211, "loss_fcos_ctr": 0.6265994291752577, "loss_fcos_loc": 0.21641405206173658, "loss_mask": 0.30035823956131935, "loss_maskiou": 0.007329899803153239, "loss_sem_seg": 0.2923381943255663, "lr": 0.01, "mask_rcnn/accuracy": 0.8716573329668568, "mask_rcnn/false_negative": 0.09439655174933766, "mask_rcnn/false_positive": 0.16264379655801237, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.5, "time": 0.775088676251471, "total_loss": 1.7748860530773527} {"data_time": 0.01775934547185898, "eta_seconds": 164652.7613997683, "iteration": 60299, "loss_fcos_cls": 0.2720382078550756, "loss_fcos_ctr": 0.624399034306407, "loss_fcos_loc": 0.2140060457168147, "loss_mask": 0.30072494875639677, "loss_maskiou": 0.007107587225618772, "loss_sem_seg": 0.3228748058900237, "lr": 0.01, "mask_rcnn/accuracy": 0.8741867409064082, "mask_rcnn/false_negative": 0.12801494234422228, "mask_rcnn/false_positive": 0.13347150408810018, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.25, "time": 0.7783120209351182, "total_loss": 1.74612343760964} {"data_time": 0.015765021555125713, "eta_seconds": 164706.1358163515, "iteration": 60319, "loss_fcos_cls": 0.2830554498359561, "loss_fcos_ctr": 0.6231031771749258, "loss_fcos_loc": 0.21135714510455728, "loss_mask": 0.2989966357126832, "loss_maskiou": 0.007014586459263228, "loss_sem_seg": 0.29000786296091974, "lr": 0.01, "mask_rcnn/accuracy": 0.8655510013390738, "mask_rcnn/false_negative": 0.10222779040303034, "mask_rcnn/false_positive": 0.17253766536589213, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7961041983217001, "total_loss": 1.7140544347494142} {"data_time": 0.015855461359024048, "eta_seconds": 164734.1012765821, "iteration": 60339, "loss_fcos_cls": 0.28106663236394525, "loss_fcos_ctr": 0.625090129673481, "loss_fcos_loc": 0.21803479525260627, "loss_mask": 0.3000660967081785, "loss_maskiou": 0.00712324379128404, "loss_sem_seg": 0.31680602487176657, "lr": 0.01, "mask_rcnn/accuracy": 0.8810961277357572, "mask_rcnn/false_negative": 0.11039193915478804, "mask_rcnn/false_positive": 0.12358937751118346, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.8069903338328004, "total_loss": 1.7480700897431234} {"data_time": 0.015614760108292103, "eta_seconds": 164703.31122832652, "iteration": 60359, "loss_fcos_cls": 0.27931605745106936, "loss_fcos_ctr": 0.6249212855473161, "loss_fcos_loc": 0.2238723321352154, "loss_mask": 0.30185676645487547, "loss_maskiou": 0.0070215352170635015, "loss_sem_seg": 0.3251668228767812, "lr": 0.01, "mask_rcnn/accuracy": 0.8595672184957899, "mask_rcnn/false_negative": 0.08402777023459185, "mask_rcnn/false_positive": 0.1847355286152536, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7915254943072796, "total_loss": 1.7639025903554284} {"data_time": 0.018039733171463013, "eta_seconds": 164752.2544380566, "iteration": 60379, "loss_fcos_cls": 0.2961085815913975, "loss_fcos_ctr": 0.6242237985134125, "loss_fcos_loc": 0.2189082449185662, "loss_mask": 0.31135003082454205, "loss_maskiou": 0.007654374050616752, "loss_sem_seg": 0.33125150948762894, "lr": 0.01, "mask_rcnn/accuracy": 0.8737909226190477, "mask_rcnn/false_negative": 0.11314775475532966, "mask_rcnn/false_positive": 0.16010860917337053, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.75, "time": 0.7943237330764532, "total_loss": 1.7769502951705363} {"data_time": 0.016557817347347736, "eta_seconds": 164767.13491693698, "iteration": 60399, "loss_fcos_cls": 0.2660531509318389, "loss_fcos_ctr": 0.624200414866209, "loss_fcos_loc": 0.2080862713046372, "loss_mask": 0.28764483984559774, "loss_maskiou": 0.006892848949064501, "loss_sem_seg": 0.2816681107506156, "lr": 0.01, "mask_rcnn/accuracy": 0.8669502143061123, "mask_rcnn/false_negative": 0.10029341035344022, "mask_rcnn/false_positive": 0.15949340007158663, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7857035184279084, "total_loss": 1.6616623461595736} {"data_time": 0.016328495927155018, "eta_seconds": 164720.81631793734, "iteration": 60419, "loss_fcos_cls": 0.28137290431186557, "loss_fcos_ctr": 0.62268699798733, "loss_fcos_loc": 0.2112565932329744, "loss_mask": 0.2864885563030839, "loss_maskiou": 0.006797591573558748, "loss_sem_seg": 0.32101919245906174, "lr": 0.01, "mask_rcnn/accuracy": 0.8724606774448809, "mask_rcnn/false_negative": 0.10797721645730364, "mask_rcnn/false_positive": 0.16137455786724508, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.0, "time": 0.7798026101663709, "total_loss": 1.7219805741187884} {"data_time": 0.016013306565582752, "eta_seconds": 164632.18469774723, "iteration": 60439, "loss_fcos_cls": 0.2672364057507366, "loss_fcos_ctr": 0.6240284405648708, "loss_fcos_loc": 0.20924654114060104, "loss_mask": 0.2804347164928913, "loss_maskiou": 0.007208741837530397, "loss_sem_seg": 0.31784653197973967, "lr": 0.01, "mask_rcnn/accuracy": 0.8714412681548591, "mask_rcnn/false_negative": 0.09821875012118603, "mask_rcnn/false_positive": 0.1727786851421836, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7767045926302671, "total_loss": 1.7423532745597186} {"data_time": 0.017201462760567665, "eta_seconds": 164518.410369426, "iteration": 60459, "loss_fcos_cls": 0.2787232918199152, "loss_fcos_ctr": 0.6204913184046745, "loss_fcos_loc": 0.21146766337915324, "loss_mask": 0.28364628460258245, "loss_maskiou": 0.007145916009903885, "loss_sem_seg": 0.3433545557782054, "lr": 0.01, "mask_rcnn/accuracy": 0.8685651154401154, "mask_rcnn/false_negative": 0.10386980652108713, "mask_rcnn/false_positive": 0.15909638929111453, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7689054803922772, "total_loss": 1.7284386664978229} {"data_time": 0.016061770729720592, "eta_seconds": 164542.75254226103, "iteration": 60479, "loss_fcos_cls": 0.28658728394657373, "loss_fcos_ctr": 0.624249805463478, "loss_fcos_loc": 0.21087089809589088, "loss_mask": 0.29655162058770657, "loss_maskiou": 0.007714604260399938, "loss_sem_seg": 0.3213261696510017, "lr": 0.01, "mask_rcnn/accuracy": 0.8661062152133581, "mask_rcnn/false_negative": 0.10362052530493607, "mask_rcnn/false_positive": 0.16967060169960724, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.781679860316217, "total_loss": 1.7765145750017837} {"data_time": 0.015739559195935726, "eta_seconds": 164487.00488594174, "iteration": 60499, "loss_fcos_cls": 0.2911130250431597, "loss_fcos_ctr": 0.6236994406208396, "loss_fcos_loc": 0.21774526545777917, "loss_mask": 0.2979624895378947, "loss_maskiou": 0.00681564870319562, "loss_sem_seg": 0.3322459631599486, "lr": 0.01, "mask_rcnn/accuracy": 0.8833910775069055, "mask_rcnn/false_negative": 0.09157308457076319, "mask_rcnn/false_positive": 0.13648000173488764, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7791010029613972, "total_loss": 1.7656728985966765} {"data_time": 0.0158285703510046, "eta_seconds": 164439.49961352814, "iteration": 60519, "loss_fcos_cls": 0.2879210878163576, "loss_fcos_ctr": 0.6221867725253105, "loss_fcos_loc": 0.20478909567464143, "loss_mask": 0.2796177491545677, "loss_maskiou": 0.006771903805201873, "loss_sem_seg": 0.30786487087607384, "lr": 0.01, "mask_rcnn/accuracy": 0.8760718093207432, "mask_rcnn/false_negative": 0.10285672266183371, "mask_rcnn/false_positive": 0.13691981577157009, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7773899398744106, "total_loss": 1.7019132937130053} {"data_time": 0.01651387568563223, "eta_seconds": 164345.8915273305, "iteration": 60539, "loss_fcos_cls": 0.28781788097694516, "loss_fcos_ctr": 0.6242271051742136, "loss_fcos_loc": 0.21552288788370788, "loss_mask": 0.2955175135284662, "loss_maskiou": 0.007350732892518863, "loss_sem_seg": 0.30567042622715235, "lr": 0.01, "mask_rcnn/accuracy": 0.8779468684025334, "mask_rcnn/false_negative": 0.08978931519063311, "mask_rcnn/false_positive": 0.1501802365771325, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.25, "time": 0.7748398166149855, "total_loss": 1.7362115767973592} {"data_time": 0.015681653283536434, "eta_seconds": 164252.67458421737, "iteration": 60559, "loss_fcos_cls": 0.2868115957826376, "loss_fcos_ctr": 0.6265397323295474, "loss_fcos_loc": 0.20972653047647327, "loss_mask": 0.28221949003636837, "loss_maskiou": 0.006176456270623021, "loss_sem_seg": 0.317044323310256, "lr": 0.01, "mask_rcnn/accuracy": 0.8767266752052376, "mask_rcnn/false_negative": 0.10114655244431042, "mask_rcnn/false_positive": 0.161673064131105, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.5, "time": 0.7719210432842374, "total_loss": 1.739601099761785} {"data_time": 0.01698353886604309, "eta_seconds": 164100.1787912473, "iteration": 60579, "loss_fcos_cls": 0.281913538929075, "loss_fcos_ctr": 0.6236998699605465, "loss_fcos_loc": 0.2156976736150682, "loss_mask": 0.3042198196053505, "loss_maskiou": 0.006650190858636051, "loss_sem_seg": 0.31938454043120146, "lr": 0.01, "mask_rcnn/accuracy": 0.8716013317333513, "mask_rcnn/false_negative": 0.09664395733979836, "mask_rcnn/false_positive": 0.15754736808799324, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 28.25, "time": 0.7785349981859326, "total_loss": 1.7500986340164673} {"data_time": 0.016988500021398067, "eta_seconds": 164029.81990913115, "iteration": 60599, "loss_fcos_cls": 0.30180168664082885, "loss_fcos_ctr": 0.6240303097292781, "loss_fcos_loc": 0.2162658260203898, "loss_mask": 0.31059290654957294, "loss_maskiou": 0.007174483573180623, "loss_sem_seg": 0.33498807437717915, "lr": 0.01, "mask_rcnn/accuracy": 0.8518781481084556, "mask_rcnn/false_negative": 0.11844549511155436, "mask_rcnn/false_positive": 0.17293387213518008, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7818038538098335, "total_loss": 1.7895907467318466} {"data_time": 0.017787037417292595, "eta_seconds": 164136.70967134833, "iteration": 60619, "loss_fcos_cls": 0.29568902822211385, "loss_fcos_ctr": 0.6272532185539603, "loss_fcos_loc": 0.22741303453221917, "loss_mask": 0.30084433825686574, "loss_maskiou": 0.00802077556727454, "loss_sem_seg": 0.30033384542912245, "lr": 0.01, "mask_rcnn/accuracy": 0.8543230685131196, "mask_rcnn/false_negative": 0.10965637335171569, "mask_rcnn/false_positive": 0.17846566799511362, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7896001134067774, "total_loss": 1.7408975612197537} {"data_time": 0.016365820541977882, "eta_seconds": 164121.03139016032, "iteration": 60639, "loss_fcos_cls": 0.30316518619656563, "loss_fcos_ctr": 0.6268253801390529, "loss_fcos_loc": 0.22534504102077335, "loss_mask": 0.3025031527504325, "loss_maskiou": 0.0073196669545723125, "loss_sem_seg": 0.3263298496603966, "lr": 0.01, "mask_rcnn/accuracy": 0.8764748086734694, "mask_rcnn/false_negative": 0.09542219189647919, "mask_rcnn/false_positive": 0.17937261913082986, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7904322640970349, "total_loss": 1.7945039282349171} {"data_time": 0.015334060415625572, "eta_seconds": 164236.47439188603, "iteration": 60659, "loss_fcos_cls": 0.2912459811195731, "loss_fcos_ctr": 0.6218691598623991, "loss_fcos_loc": 0.21311510843224823, "loss_mask": 0.3017716333270073, "loss_maskiou": 0.007140912814065814, "loss_sem_seg": 0.32026067073456943, "lr": 0.01, "mask_rcnn/accuracy": 0.8690419216991215, "mask_rcnn/false_negative": 0.10780141255128939, "mask_rcnn/false_positive": 0.14307286536200825, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.75, "time": 0.7896161647513509, "total_loss": 1.763909142347984} {"data_time": 0.01710680592805147, "eta_seconds": 164163.1698181061, "iteration": 60679, "loss_fcos_cls": 0.2903356677852571, "loss_fcos_ctr": 0.6235796380788088, "loss_fcos_loc": 0.21159206982702017, "loss_mask": 0.3035373454913497, "loss_maskiou": 0.0074393852992216125, "loss_sem_seg": 0.332125601824373, "lr": 0.01, "mask_rcnn/accuracy": 0.8712520351368748, "mask_rcnn/false_negative": 0.11157205980406674, "mask_rcnn/false_positive": 0.17014294509144734, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7740472005680203, "total_loss": 1.782374602073105} {"data_time": 0.01626004371792078, "eta_seconds": 164011.86734985653, "iteration": 60699, "loss_fcos_cls": 0.2808892079629004, "loss_fcos_ctr": 0.6265260130167007, "loss_fcos_loc": 0.21649568749126047, "loss_mask": 0.29691408667713404, "loss_maskiou": 0.007087515281455126, "loss_sem_seg": 0.32043789979070425, "lr": 0.01, "mask_rcnn/accuracy": 0.8598686314768578, "mask_rcnn/false_negative": 0.12172033042494262, "mask_rcnn/false_positive": 0.1561368806377315, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7555852169170976, "total_loss": 1.7579770490410738} {"data_time": 0.01501690037548542, "eta_seconds": 163988.98554905504, "iteration": 60719, "loss_fcos_cls": 0.2869454617612064, "loss_fcos_ctr": 0.626252070069313, "loss_fcos_loc": 0.23222390026785433, "loss_mask": 0.31233696918934584, "loss_maskiou": 0.007414319756207988, "loss_sem_seg": 0.3295155675150454, "lr": 0.01, "mask_rcnn/accuracy": 0.88069739507825, "mask_rcnn/false_negative": 0.11358111989023947, "mask_rcnn/false_positive": 0.12278107668522872, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7807907341048121, "total_loss": 1.7930666904285317} {"data_time": 0.015164943411946297, "eta_seconds": 163980.52266113553, "iteration": 60739, "loss_fcos_cls": 0.2946734926663339, "loss_fcos_ctr": 0.6251502484083176, "loss_fcos_loc": 0.22135896026156843, "loss_mask": 0.2963658655062318, "loss_maskiou": 0.007304631333681755, "loss_sem_seg": 0.3006443767808378, "lr": 0.01, "mask_rcnn/accuracy": 0.8660012974261869, "mask_rcnn/false_negative": 0.11435741431508223, "mask_rcnn/false_positive": 0.1432361528690418, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 38.75, "time": 0.7778484933078289, "total_loss": 1.7521533264225582} {"data_time": 0.01609924342483282, "eta_seconds": 164051.05378316995, "iteration": 60759, "loss_fcos_cls": 0.284448966383934, "loss_fcos_ctr": 0.6258997367694974, "loss_fcos_loc": 0.2188353199744597, "loss_mask": 0.3138462146744132, "loss_maskiou": 0.00788955419557169, "loss_sem_seg": 0.3296796742361039, "lr": 0.01, "mask_rcnn/accuracy": 0.8764517014426954, "mask_rcnn/false_negative": 0.1185053696532089, "mask_rcnn/false_positive": 0.15659886278793433, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7857043240219355, "total_loss": 1.792490789113799} {"data_time": 0.015866314060986042, "eta_seconds": 164092.10501351953, "iteration": 60779, "loss_fcos_cls": 0.3154964827699587, "loss_fcos_ctr": 0.624928954988718, "loss_fcos_loc": 0.22485071804840118, "loss_mask": 0.29673250392079353, "loss_maskiou": 0.00725785487156827, "loss_sem_seg": 0.33925238624215126, "lr": 0.01, "mask_rcnn/accuracy": 0.8563867324338372, "mask_rcnn/false_negative": 0.0982365039700941, "mask_rcnn/false_positive": 0.18116636485268425, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.5, "time": 0.7818168979138136, "total_loss": 1.8153163508832222} {"data_time": 0.01691543124616146, "eta_seconds": 164141.8920630049, "iteration": 60799, "loss_fcos_cls": 0.286360060563311, "loss_fcos_ctr": 0.6252522147260606, "loss_fcos_loc": 0.22038817103020847, "loss_mask": 0.30050435569137335, "loss_maskiou": 0.00795931022730656, "loss_sem_seg": 0.3003452676348388, "lr": 0.01, "mask_rcnn/accuracy": 0.8650965234102026, "mask_rcnn/false_negative": 0.11382221782263102, "mask_rcnn/false_positive": 0.15658918706657615, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.791653704829514, "total_loss": 1.7687147109099897} {"data_time": 0.01522287167608738, "eta_seconds": 164004.01203118544, "iteration": 60819, "loss_fcos_cls": 0.2844212104100734, "loss_fcos_ctr": 0.6238662460818887, "loss_fcos_loc": 0.21577519504353404, "loss_mask": 0.3023704653605819, "loss_maskiou": 0.008144158513459843, "loss_sem_seg": 0.3254341543652117, "lr": 0.01, "mask_rcnn/accuracy": 0.8725626081265214, "mask_rcnn/false_negative": 0.11249809236048072, "mask_rcnn/false_positive": 0.14006320511714979, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7770868930965662, "total_loss": 1.7317948967101984} {"data_time": 0.016224955208599567, "eta_seconds": 164030.66712472215, "iteration": 60839, "loss_fcos_cls": 0.2752041295170784, "loss_fcos_ctr": 0.6227120906114578, "loss_fcos_loc": 0.2196856567170471, "loss_mask": 0.30202836683019996, "loss_maskiou": 0.007495206838939339, "loss_sem_seg": 0.34528151247650385, "lr": 0.01, "mask_rcnn/accuracy": 0.8764982228846595, "mask_rcnn/false_negative": 0.09925796867271919, "mask_rcnn/false_positive": 0.16105585567858158, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.0, "time": 0.7871419610455632, "total_loss": 1.7644432756205788} {"data_time": 0.016537051647901535, "eta_seconds": 163886.48859497253, "iteration": 60859, "loss_fcos_cls": 0.29336685687303543, "loss_fcos_ctr": 0.6242127940058708, "loss_fcos_loc": 0.21845915587618947, "loss_mask": 0.28856046590954065, "loss_maskiou": 0.0074370423972141, "loss_sem_seg": 0.3179323214571923, "lr": 0.01, "mask_rcnn/accuracy": 0.869514680872349, "mask_rcnn/false_negative": 0.10190837039627551, "mask_rcnn/false_positive": 0.1527839776175554, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.0, "time": 0.7705944366753101, "total_loss": 1.7596673319640104} {"data_time": 0.016097149811685085, "eta_seconds": 163833.185090499, "iteration": 60879, "loss_fcos_cls": 0.2867269841954112, "loss_fcos_ctr": 0.6217599073424935, "loss_fcos_loc": 0.20284413755871356, "loss_mask": 0.29100402910262346, "loss_maskiou": 0.006132268710643984, "loss_sem_seg": 0.3215111077297479, "lr": 0.01, "mask_rcnn/accuracy": 0.8810455385628196, "mask_rcnn/false_negative": 0.08599433780449965, "mask_rcnn/false_positive": 0.16133227187743765, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.25, "time": 0.787405239418149, "total_loss": 1.7246032785769785} {"data_time": 0.01675849687308073, "eta_seconds": 163817.51634512283, "iteration": 60899, "loss_fcos_cls": 0.3061237414367497, "loss_fcos_ctr": 0.6218924894928932, "loss_fcos_loc": 0.215213505551219, "loss_mask": 0.30893461871892214, "loss_maskiou": 0.00927974033402279, "loss_sem_seg": 0.321901252027601, "lr": 0.01, "mask_rcnn/accuracy": 0.8623480240519106, "mask_rcnn/false_negative": 0.09027599813281617, "mask_rcnn/false_positive": 0.16987803433382626, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7832482624799013, "total_loss": 1.7585678878822364} {"data_time": 0.015608787536621094, "eta_seconds": 163637.00892875716, "iteration": 60919, "loss_fcos_cls": 0.27574263140559196, "loss_fcos_ctr": 0.6235457109287381, "loss_fcos_loc": 0.20970533811487257, "loss_mask": 0.3018846642225981, "loss_maskiou": 0.007329495245357975, "loss_sem_seg": 0.32534548221156, "lr": 0.01, "mask_rcnn/accuracy": 0.8513130346835704, "mask_rcnn/false_negative": 0.11078436486310639, "mask_rcnn/false_positive": 0.1888786604029189, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7700771447271109, "total_loss": 1.7613956394488923} {"data_time": 0.01864768099039793, "eta_seconds": 163661.0888444977, "iteration": 60939, "loss_fcos_cls": 0.2767158215865493, "loss_fcos_ctr": 0.6247485252097249, "loss_fcos_loc": 0.2180333265569061, "loss_mask": 0.29406434390693903, "loss_maskiou": 0.007272068469319493, "loss_sem_seg": 0.31142727471888065, "lr": 0.01, "mask_rcnn/accuracy": 0.8616619674185464, "mask_rcnn/false_negative": 0.09905126122626079, "mask_rcnn/false_positive": 0.15783607270897965, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7937911907210946, "total_loss": 1.7335441631730646} {"data_time": 0.015915795229375362, "eta_seconds": 163645.43206596468, "iteration": 60959, "loss_fcos_cls": 0.2938926685601473, "loss_fcos_ctr": 0.6225770078599453, "loss_fcos_loc": 0.21720513049513102, "loss_mask": 0.2878454066812992, "loss_maskiou": 0.006964617612538859, "loss_sem_seg": 0.3435782454907894, "lr": 0.01, "mask_rcnn/accuracy": 0.8434472089372422, "mask_rcnn/false_negative": 0.11830192532466238, "mask_rcnn/false_positive": 0.17614677523439795, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 40.5, "time": 0.7914989702403545, "total_loss": 1.767802162168664} {"data_time": 0.015691284090280533, "eta_seconds": 163583.70485891867, "iteration": 60979, "loss_fcos_cls": 0.28909275541082025, "loss_fcos_ctr": 0.624781733378768, "loss_fcos_loc": 0.2236620428157039, "loss_mask": 0.2913750894367695, "loss_maskiou": 0.0072387365871691145, "loss_sem_seg": 0.3351325155235827, "lr": 0.01, "mask_rcnn/accuracy": 0.8566590825519398, "mask_rcnn/false_negative": 0.11771215197920534, "mask_rcnn/false_positive": 0.1847996926277516, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7750387918204069, "total_loss": 1.7894781065988354} {"data_time": 0.016026665456593037, "eta_seconds": 163568.05248859618, "iteration": 60999, "loss_fcos_cls": 0.30411118548363447, "loss_fcos_ctr": 0.6256367480382323, "loss_fcos_loc": 0.22542257187888026, "loss_mask": 0.2978144693188369, "loss_maskiou": 0.0076708881824743, "loss_sem_seg": 0.31821319507434964, "lr": 0.01, "mask_rcnn/accuracy": 0.857430566211447, "mask_rcnn/false_negative": 0.1102418324123279, "mask_rcnn/false_positive": 0.17740355816839504, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.7841969272121787, "total_loss": 1.798136700046598} {"data_time": 0.017181246541440487, "eta_seconds": 163555.6173310643, "iteration": 61019, "loss_fcos_cls": 0.28771087620407343, "loss_fcos_ctr": 0.6244346583262086, "loss_fcos_loc": 0.21532693528570235, "loss_mask": 0.28675033152103424, "loss_maskiou": 0.007096621367963962, "loss_sem_seg": 0.34712462686002254, "lr": 0.01, "mask_rcnn/accuracy": 0.8676460762876579, "mask_rcnn/false_negative": 0.11941879478680131, "mask_rcnn/false_positive": 0.16305173604414175, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.0, "time": 0.7853812575340271, "total_loss": 1.7588824622216634} {"data_time": 0.016729106195271015, "eta_seconds": 163493.33295996021, "iteration": 61039, "loss_fcos_cls": 0.2799657825380564, "loss_fcos_ctr": 0.6242699213325977, "loss_fcos_loc": 0.2159088058397174, "loss_mask": 0.2947731763124466, "loss_maskiou": 0.007035122849629261, "loss_sem_seg": 0.3352249478921294, "lr": 0.01, "mask_rcnn/accuracy": 0.8756061071044959, "mask_rcnn/false_negative": 0.10675952036896846, "mask_rcnn/false_positive": 0.15099611068209634, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7858780920505524, "total_loss": 1.7745618720073253} {"data_time": 0.016412818804383278, "eta_seconds": 163477.68474493828, "iteration": 61059, "loss_fcos_cls": 0.2835824036737904, "loss_fcos_ctr": 0.6245280848816037, "loss_fcos_loc": 0.22004482126794755, "loss_mask": 0.29676421359181404, "loss_maskiou": 0.007111772894859314, "loss_sem_seg": 0.3360804710537195, "lr": 0.01, "mask_rcnn/accuracy": 0.8679084039276088, "mask_rcnn/false_negative": 0.1095206228911457, "mask_rcnn/false_positive": 0.17225657298096522, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7695772778242826, "total_loss": 1.7743145844724495} {"data_time": 0.015680333599448204, "eta_seconds": 163507.953969853, "iteration": 61079, "loss_fcos_cls": 0.2892134264111519, "loss_fcos_ctr": 0.6239172071218491, "loss_fcos_loc": 0.21871882013510913, "loss_mask": 0.2971870666369796, "loss_maskiou": 0.007426747921272181, "loss_sem_seg": 0.323618586640805, "lr": 0.01, "mask_rcnn/accuracy": 0.8797849814267813, "mask_rcnn/false_negative": 0.06905274818079002, "mask_rcnn/false_positive": 0.16732091651535713, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7977776881307364, "total_loss": 1.7758328844211064} {"data_time": 0.0178332282230258, "eta_seconds": 163492.30135915615, "iteration": 61099, "loss_fcos_cls": 0.29208229877986014, "loss_fcos_ctr": 0.6285267388448119, "loss_fcos_loc": 0.22925238928291947, "loss_mask": 0.2906162282451987, "loss_maskiou": 0.0071782395243644714, "loss_sem_seg": 0.27147242752835155, "lr": 0.01, "mask_rcnn/accuracy": 0.8815959338280767, "mask_rcnn/false_negative": 0.10784832230643965, "mask_rcnn/false_positive": 0.161529827956163, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7963916538283229, "total_loss": 1.6902738510543713} {"data_time": 0.017178636975586414, "eta_seconds": 163476.6487484593, "iteration": 61119, "loss_fcos_cls": 0.28862232039682567, "loss_fcos_ctr": 0.6241936329752207, "loss_fcos_loc": 0.2208958143601194, "loss_mask": 0.3029986247420311, "loss_maskiou": 0.007282624130311888, "loss_sem_seg": 0.3287991499528289, "lr": 0.01, "mask_rcnn/accuracy": 0.8708278862392415, "mask_rcnn/false_negative": 0.11743035046515038, "mask_rcnn/false_positive": 0.1531805392419234, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7886540777981281, "total_loss": 1.744653011985065} {"data_time": 0.015271021053195, "eta_seconds": 163458.4858963387, "iteration": 61139, "loss_fcos_cls": 0.2974094804376364, "loss_fcos_ctr": 0.6239649131894112, "loss_fcos_loc": 0.21871565212495625, "loss_mask": 0.2902046237140894, "loss_maskiou": 0.006910764641361311, "loss_sem_seg": 0.30469822930172086, "lr": 0.01, "mask_rcnn/accuracy": 0.868905219263479, "mask_rcnn/false_negative": 0.10147184249706788, "mask_rcnn/false_positive": 0.16721973874285057, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7768755797296762, "total_loss": 1.7151668612204958} {"data_time": 0.01572363544255495, "eta_seconds": 163445.3435270656, "iteration": 61159, "loss_fcos_cls": 0.2908079244662076, "loss_fcos_ctr": 0.6226891363039613, "loss_fcos_loc": 0.2147910378407687, "loss_mask": 0.29541320260614157, "loss_maskiou": 0.007320659395190887, "loss_sem_seg": 0.30326348915696144, "lr": 0.01, "mask_rcnn/accuracy": 0.8850498990805113, "mask_rcnn/false_negative": 0.08664761060203677, "mask_rcnn/false_positive": 0.16715059576502644, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.790369070135057, "total_loss": 1.7682311642493005} {"data_time": 0.01702519040554762, "eta_seconds": 163427.18115569372, "iteration": 61179, "loss_fcos_cls": 0.2827586680650711, "loss_fcos_ctr": 0.6260395543649793, "loss_fcos_loc": 0.22100842813961208, "loss_mask": 0.30058568250387907, "loss_maskiou": 0.0062935451860539615, "loss_sem_seg": 0.3331008004024625, "lr": 0.01, "mask_rcnn/accuracy": 0.8725754310344828, "mask_rcnn/false_negative": 0.09623099075900854, "mask_rcnn/false_positive": 0.16878829358681485, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7921106601133943, "total_loss": 1.7737473961897194} {"data_time": 0.01565086655318737, "eta_seconds": 163414.0383056719, "iteration": 61199, "loss_fcos_cls": 0.2773693053750321, "loss_fcos_ctr": 0.6235913755372167, "loss_fcos_loc": 0.21717603935394436, "loss_mask": 0.293588656000793, "loss_maskiou": 0.0070362920087063685, "loss_sem_seg": 0.3212157883681357, "lr": 0.01, "mask_rcnn/accuracy": 0.8797698966804768, "mask_rcnn/false_negative": 0.10291411252216232, "mask_rcnn/false_positive": 0.14323939498880645, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.784345461986959, "total_loss": 1.7637170725574833} {"data_time": 0.01635197550058365, "eta_seconds": 163352.49902476277, "iteration": 61219, "loss_fcos_cls": 0.2867209629621357, "loss_fcos_ctr": 0.6224454836919904, "loss_fcos_loc": 0.2140824638772756, "loss_mask": 0.29619165509939194, "loss_maskiou": 0.007455978702637367, "loss_sem_seg": 0.31293453043326735, "lr": 0.01, "mask_rcnn/accuracy": 0.860332588807637, "mask_rcnn/false_negative": 0.10681204791797771, "mask_rcnn/false_positive": 0.158371020263474, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.75, "time": 0.7727206433191895, "total_loss": 1.7562215935613494} {"data_time": 0.014362407848238945, "eta_seconds": 163159.5856586108, "iteration": 61239, "loss_fcos_cls": 0.2831434444524348, "loss_fcos_ctr": 0.6250064931809902, "loss_fcos_loc": 0.22073341044597328, "loss_mask": 0.3009802494198084, "loss_maskiou": 0.007169264848926105, "loss_sem_seg": 0.30219170544296503, "lr": 0.01, "mask_rcnn/accuracy": 0.8786243057349522, "mask_rcnn/false_negative": 0.10637549730633851, "mask_rcnn/false_positive": 0.15946480101299726, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.25, "time": 0.7800854295492172, "total_loss": 1.744110500338138} {"data_time": 0.017888464033603668, "eta_seconds": 163143.9544261815, "iteration": 61259, "loss_fcos_cls": 0.2863754937425256, "loss_fcos_ctr": 0.6256673913449049, "loss_fcos_loc": 0.21868823328986764, "loss_mask": 0.299897663295269, "loss_maskiou": 0.007359881870797835, "loss_sem_seg": 0.3110884437337518, "lr": 0.01, "mask_rcnn/accuracy": 0.8564103118431206, "mask_rcnn/false_negative": 0.1058399202119849, "mask_rcnn/false_positive": 0.17661550071684912, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.8020697953179479, "total_loss": 1.7816099482151913} {"data_time": 0.016474848613142967, "eta_seconds": 163154.74169055745, "iteration": 61279, "loss_fcos_cls": 0.28774206805974245, "loss_fcos_ctr": 0.6257040644995868, "loss_fcos_loc": 0.22109763597836718, "loss_mask": 0.2988280598074198, "loss_maskiou": 0.007508032911573537, "loss_sem_seg": 0.3248404301702976, "lr": 0.01, "mask_rcnn/accuracy": 0.8675929178489578, "mask_rcnn/false_negative": 0.10688194982741334, "mask_rcnn/false_positive": 0.15421959933567891, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.5, "time": 0.7865629578009248, "total_loss": 1.7792855018487899} {"data_time": 0.015360292978584766, "eta_seconds": 163213.57981335092, "iteration": 61299, "loss_fcos_cls": 0.29017844097688794, "loss_fcos_ctr": 0.6233511678874493, "loss_fcos_loc": 0.21921238396316767, "loss_mask": 0.2891799630597234, "loss_maskiou": 0.00696759582933737, "loss_sem_seg": 0.35326376743614674, "lr": 0.01, "mask_rcnn/accuracy": 0.876512647654831, "mask_rcnn/false_negative": 0.10219071917301228, "mask_rcnn/false_positive": 0.13615877748971958, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7792675420641899, "total_loss": 1.7772674272418953} {"data_time": 0.015854318626224995, "eta_seconds": 163123.47416276857, "iteration": 61319, "loss_fcos_cls": 0.26982307503931224, "loss_fcos_ctr": 0.6234334167093039, "loss_fcos_loc": 0.2136101082433015, "loss_mask": 0.2892846632748842, "loss_maskiou": 0.006559787339938339, "loss_sem_seg": 0.2707625681068748, "lr": 0.01, "mask_rcnn/accuracy": 0.8628786179806588, "mask_rcnn/false_negative": 0.1026840136376321, "mask_rcnn/false_positive": 0.16343636558792168, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.5, "time": 0.7843781718984246, "total_loss": 1.6849049465963617} {"data_time": 0.015410851687192917, "eta_seconds": 162991.53386374004, "iteration": 61339, "loss_fcos_cls": 0.287894339999184, "loss_fcos_ctr": 0.6232408080250025, "loss_fcos_loc": 0.21197844413109124, "loss_mask": 0.28537784330546856, "loss_maskiou": 0.007883678685175255, "loss_sem_seg": 0.29896428680513054, "lr": 0.01, "mask_rcnn/accuracy": 0.876366695614416, "mask_rcnn/false_negative": 0.10232492660980394, "mask_rcnn/false_positive": 0.15571017675266918, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7732652761042118, "total_loss": 1.7229282330081332} {"data_time": 0.01661113929003477, "eta_seconds": 162875.70198548678, "iteration": 61359, "loss_fcos_cls": 0.29126665042713284, "loss_fcos_ctr": 0.6240899497643113, "loss_fcos_loc": 0.21516807121224701, "loss_mask": 0.30131490947678685, "loss_maskiou": 0.007744604867184535, "loss_sem_seg": 0.3055685868021101, "lr": 0.01, "mask_rcnn/accuracy": 0.8639101473922902, "mask_rcnn/false_negative": 0.08243919925667983, "mask_rcnn/false_positive": 0.20036067457712622, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.5, "time": 0.7761901877820492, "total_loss": 1.7292109178670216} {"data_time": 0.016620305366814137, "eta_seconds": 162846.34387978632, "iteration": 61379, "loss_fcos_cls": 0.29982071788981557, "loss_fcos_ctr": 0.6229080446064472, "loss_fcos_loc": 0.21628785249777138, "loss_mask": 0.29281985107809305, "loss_maskiou": 0.006976329626922961, "loss_sem_seg": 0.29601927986368537, "lr": 0.01, "mask_rcnn/accuracy": 0.8635536416401423, "mask_rcnn/false_negative": 0.11704099766618846, "mask_rcnn/false_positive": 0.13813782771082603, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.7682474106550217, "total_loss": 1.758452167865471} {"data_time": 0.015781640075147152, "eta_seconds": 162792.56243061274, "iteration": 61399, "loss_fcos_cls": 0.27944846043828875, "loss_fcos_ctr": 0.6247590258717537, "loss_fcos_loc": 0.2226350144483149, "loss_mask": 0.30118866357952356, "loss_maskiou": 0.007373407322120329, "loss_sem_seg": 0.3113341387361288, "lr": 0.01, "mask_rcnn/accuracy": 0.8683297367773997, "mask_rcnn/false_negative": 0.1019622762782916, "mask_rcnn/false_positive": 0.152698770868344, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 41.75, "time": 0.7748856693506241, "total_loss": 1.7223446110001532} {"data_time": 0.01707172580063343, "eta_seconds": 162760.07975076512, "iteration": 61419, "loss_fcos_cls": 0.28585345949977636, "loss_fcos_ctr": 0.6234587784856558, "loss_fcos_loc": 0.20920379064045846, "loss_mask": 0.3044057018123567, "loss_maskiou": 0.007032293055090122, "loss_sem_seg": 0.30076313111931086, "lr": 0.01, "mask_rcnn/accuracy": 0.8856840924775707, "mask_rcnn/false_negative": 0.07620603291242456, "mask_rcnn/false_positive": 0.14086887664081088, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7750298613682389, "total_loss": 1.692684481793549} {"data_time": 0.017646126449108124, "eta_seconds": 162785.89372033067, "iteration": 61439, "loss_fcos_cls": 0.3001755764707923, "loss_fcos_ctr": 0.6243782341480255, "loss_fcos_loc": 0.22562443744391203, "loss_mask": 0.29822613298892975, "loss_maskiou": 0.007725219998974353, "loss_sem_seg": 0.3027195013128221, "lr": 0.01, "mask_rcnn/accuracy": 0.8868015063168124, "mask_rcnn/false_negative": 0.08311543679708638, "mask_rcnn/false_positive": 0.13165552076358436, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7836362803354859, "total_loss": 1.7928144912730204} {"data_time": 0.014381551183760166, "eta_seconds": 162897.7981677372, "iteration": 61459, "loss_fcos_cls": 0.2832191023044288, "loss_fcos_ctr": 0.6248998427763581, "loss_fcos_loc": 0.21691055124392733, "loss_mask": 0.29051011707633734, "loss_maskiou": 0.006829624166130088, "loss_sem_seg": 0.2925926384050399, "lr": 0.01, "mask_rcnn/accuracy": 0.877130156495335, "mask_rcnn/false_negative": 0.11990849510297996, "mask_rcnn/false_positive": 0.12400788173048162, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.75, "time": 0.7810617852956057, "total_loss": 1.7124431623669807} {"data_time": 0.015503778122365475, "eta_seconds": 162918.74230577052, "iteration": 61479, "loss_fcos_cls": 0.2794971535913646, "loss_fcos_ctr": 0.622894961386919, "loss_fcos_loc": 0.21498695481568575, "loss_mask": 0.2980451984331012, "loss_maskiou": 0.007336582988500595, "loss_sem_seg": 0.35471739573404193, "lr": 0.01, "mask_rcnn/accuracy": 0.8901349642421071, "mask_rcnn/false_negative": 0.09961623469222619, "mask_rcnn/false_positive": 0.1397805638860269, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7828078418970108, "total_loss": 1.7654565497541626} {"data_time": 0.01542073953896761, "eta_seconds": 162931.23058405519, "iteration": 61499, "loss_fcos_cls": 0.2877095923759043, "loss_fcos_ctr": 0.6207913542166352, "loss_fcos_loc": 0.21139206574298441, "loss_mask": 0.30320161674171686, "loss_maskiou": 0.0073101798188872635, "loss_sem_seg": 0.3280311697162688, "lr": 0.01, "mask_rcnn/accuracy": 0.8556633499043271, "mask_rcnn/false_negative": 0.11383064369575518, "mask_rcnn/false_positive": 0.1791752400437795, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7941479701548815, "total_loss": 1.7692800329823513} {"data_time": 0.015534622594714165, "eta_seconds": 162915.6017639935, "iteration": 61519, "loss_fcos_cls": 0.2909656714182347, "loss_fcos_ctr": 0.6262483433820307, "loss_fcos_loc": 0.21730069199111313, "loss_mask": 0.29409166518598795, "loss_maskiou": 0.006609985335671809, "loss_sem_seg": 0.3195159889291972, "lr": 0.01, "mask_rcnn/accuracy": 0.8679124517772476, "mask_rcnn/false_negative": 0.10811029828083282, "mask_rcnn/false_positive": 0.17246220484999003, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.5, "time": 0.7737918328493834, "total_loss": 1.744061954348581} {"data_time": 0.015463205054402351, "eta_seconds": 162974.42966457456, "iteration": 61539, "loss_fcos_cls": 0.28504730947315693, "loss_fcos_ctr": 0.6234992509707808, "loss_fcos_loc": 0.21532498323358595, "loss_mask": 0.29213243909180164, "loss_maskiou": 0.007191979311755858, "loss_sem_seg": 0.29070518258959055, "lr": 0.01, "mask_rcnn/accuracy": 0.8701144776665923, "mask_rcnn/false_negative": 0.1115504410624092, "mask_rcnn/false_positive": 0.15040304121599085, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.25, "time": 0.8000300666317344, "total_loss": 1.7378248592431191} {"data_time": 0.016672964207828045, "eta_seconds": 162958.79370104522, "iteration": 61559, "loss_fcos_cls": 0.2719622212462127, "loss_fcos_ctr": 0.624509310349822, "loss_fcos_loc": 0.21741898311302066, "loss_mask": 0.29301487747579813, "loss_maskiou": 0.00664980492729228, "loss_sem_seg": 0.29458007775247097, "lr": 0.01, "mask_rcnn/accuracy": 0.8876033673938972, "mask_rcnn/false_negative": 0.09098278802447587, "mask_rcnn/false_positive": 0.15087176553194157, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.25, "time": 0.7784879049286246, "total_loss": 1.7156300978240324} {"data_time": 0.015983168967068195, "eta_seconds": 163012.2542653149, "iteration": 61579, "loss_fcos_cls": 0.2995472172042355, "loss_fcos_ctr": 0.6232757372781634, "loss_fcos_loc": 0.2199516105465591, "loss_mask": 0.28453344106674194, "loss_maskiou": 0.0077109356061555445, "loss_sem_seg": 0.31553137116134167, "lr": 0.01, "mask_rcnn/accuracy": 0.8834701049094337, "mask_rcnn/false_negative": 0.0952275866093252, "mask_rcnn/false_positive": 0.14150951497897346, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 33.5, "time": 0.7881441731005907, "total_loss": 1.7583795649843523} {"data_time": 0.01494049932807684, "eta_seconds": 163052.42552323267, "iteration": 61599, "loss_fcos_cls": 0.2890594636555761, "loss_fcos_ctr": 0.6259341621771455, "loss_fcos_loc": 0.2173903165385127, "loss_mask": 0.3008662071079016, "loss_maskiou": 0.0071772923693060875, "loss_sem_seg": 0.32637323369272053, "lr": 0.01, "mask_rcnn/accuracy": 0.8539602996073321, "mask_rcnn/false_negative": 0.11012978461125042, "mask_rcnn/false_positive": 0.17051625215600705, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.75, "time": 0.7892525531351566, "total_loss": 1.785012352906051} {"data_time": 0.016372861340641975, "eta_seconds": 162980.96907730307, "iteration": 61619, "loss_fcos_cls": 0.2897372058359906, "loss_fcos_ctr": 0.6237026825547218, "loss_fcos_loc": 0.21942619304172695, "loss_mask": 0.2989480197429657, "loss_maskiou": 0.006923797118361108, "loss_sem_seg": 0.31126867001876235, "lr": 0.01, "mask_rcnn/accuracy": 0.8610071293009958, "mask_rcnn/false_negative": 0.099978429395124, "mask_rcnn/false_positive": 0.15543697456693534, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7918857550248504, "total_loss": 1.732411948738445} {"data_time": 0.0167734669521451, "eta_seconds": 162929.96509651095, "iteration": 61639, "loss_fcos_cls": 0.29791576182469726, "loss_fcos_ctr": 0.6276962412521243, "loss_fcos_loc": 0.22431139956461266, "loss_mask": 0.318054492585361, "loss_maskiou": 0.008702690800419077, "loss_sem_seg": 0.35629843967035413, "lr": 0.01, "mask_rcnn/accuracy": 0.873062125096344, "mask_rcnn/false_negative": 0.08595870469844423, "mask_rcnn/false_positive": 0.18336781740764646, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7803950002416968, "total_loss": 1.832747230073437} {"data_time": 0.01594502292573452, "eta_seconds": 162914.3258967474, "iteration": 61659, "loss_fcos_cls": 0.28925301623530686, "loss_fcos_ctr": 0.6240169163793325, "loss_fcos_loc": 0.2169299335218966, "loss_mask": 0.29200471844524145, "loss_maskiou": 0.006441998018999584, "loss_sem_seg": 0.31176191195845604, "lr": 0.01, "mask_rcnn/accuracy": 0.8674501661129568, "mask_rcnn/false_negative": 0.09310446015665148, "mask_rcnn/false_positive": 0.13582978744302548, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7962500201538205, "total_loss": 1.7613898383879132} {"data_time": 0.015040004625916481, "eta_seconds": 162898.68669698387, "iteration": 61679, "loss_fcos_cls": 0.29646509140729904, "loss_fcos_ctr": 0.6256424793973565, "loss_fcos_loc": 0.2131472850451246, "loss_mask": 0.29013414680957794, "loss_maskiou": 0.006790420680772513, "loss_sem_seg": 0.30344934947788715, "lr": 0.01, "mask_rcnn/accuracy": 0.8739518376795162, "mask_rcnn/false_negative": 0.0929078057461005, "mask_rcnn/false_positive": 0.15364244967912355, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7795294895768166, "total_loss": 1.7590195632365067} {"data_time": 0.015409090556204319, "eta_seconds": 162974.18577125296, "iteration": 61699, "loss_fcos_cls": 0.2775166619103402, "loss_fcos_ctr": 0.6254871455021203, "loss_fcos_loc": 0.21714144304860383, "loss_mask": 0.3052044240757823, "loss_maskiou": 0.007421620670356788, "loss_sem_seg": 0.36335674580186605, "lr": 0.01, "mask_rcnn/accuracy": 0.8668787455458373, "mask_rcnn/false_negative": 0.10412767782418202, "mask_rcnn/false_positive": 0.1464593518761095, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7740880399942398, "total_loss": 1.7828887320647482} {"data_time": 0.016129661351442337, "eta_seconds": 162958.53782085702, "iteration": 61719, "loss_fcos_cls": 0.2985994885675609, "loss_fcos_ctr": 0.6246756250038743, "loss_fcos_loc": 0.20877111027948558, "loss_mask": 0.28163092490285635, "loss_maskiou": 0.007087037884048186, "loss_sem_seg": 0.32160896994173527, "lr": 0.01, "mask_rcnn/accuracy": 0.8630999781669424, "mask_rcnn/false_negative": 0.10282784605224465, "mask_rcnn/false_positive": 0.1721632736863135, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.0, "time": 0.7846026495099068, "total_loss": 1.729240626518731} {"data_time": 0.01601386908441782, "eta_seconds": 162968.69425945077, "iteration": 61739, "loss_fcos_cls": 0.2864619459724054, "loss_fcos_ctr": 0.6258444543927908, "loss_fcos_loc": 0.2216619581449777, "loss_mask": 0.30184988118708134, "loss_maskiou": 0.007393307707388885, "loss_sem_seg": 0.2879759999923408, "lr": 0.01, "mask_rcnn/accuracy": 0.8691630862871464, "mask_rcnn/false_negative": 0.11291442897296947, "mask_rcnn/false_positive": 0.14058170439288734, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7799666905775666, "total_loss": 1.7449137494404567} {"data_time": 0.017542175948619843, "eta_seconds": 162836.12989792973, "iteration": 61759, "loss_fcos_cls": 0.2928445660509169, "loss_fcos_ctr": 0.6247181510552764, "loss_fcos_loc": 0.22523895767517388, "loss_mask": 0.29813224636018276, "loss_maskiou": 0.00734574839589186, "loss_sem_seg": 0.3473512940108776, "lr": 0.01, "mask_rcnn/accuracy": 0.8636989795918367, "mask_rcnn/false_negative": 0.10404018218233019, "mask_rcnn/false_positive": 0.17241610179318978, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7731826920062304, "total_loss": 1.8082573831634363} {"data_time": 0.015574336051940918, "eta_seconds": 162937.39340249542, "iteration": 61779, "loss_fcos_cls": 0.299734971486032, "loss_fcos_ctr": 0.6225271811708808, "loss_fcos_loc": 0.21485902764834464, "loss_mask": 0.29074311163276434, "loss_maskiou": 0.0075401848735054955, "loss_sem_seg": 0.35130471852608025, "lr": 0.01, "mask_rcnn/accuracy": 0.880017154431217, "mask_rcnn/false_negative": 0.10591108677949918, "mask_rcnn/false_positive": 0.15142174190615224, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.8018572926521301, "total_loss": 1.7681022041215328} {"data_time": 0.01876052375882864, "eta_seconds": 162880.93371607177, "iteration": 61799, "loss_fcos_cls": 0.28567484207451344, "loss_fcos_ctr": 0.6249976027756929, "loss_fcos_loc": 0.2191923096543178, "loss_mask": 0.2967541851103306, "loss_maskiou": 0.007183361805800814, "loss_sem_seg": 0.32454544166103005, "lr": 0.01, "mask_rcnn/accuracy": 0.8511538917892738, "mask_rcnn/false_negative": 0.11055133265799211, "mask_rcnn/false_positive": 0.17360484914877697, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7875197250396013, "total_loss": 1.7627264632828883} {"data_time": 0.01596310082823038, "eta_seconds": 162915.9540503882, "iteration": 61819, "loss_fcos_cls": 0.2944179489277303, "loss_fcos_ctr": 0.6271359929814935, "loss_fcos_loc": 0.21131193824112415, "loss_mask": 0.302251641638577, "loss_maskiou": 0.008356968042789958, "loss_sem_seg": 0.30702130449935794, "lr": 0.01, "mask_rcnn/accuracy": 0.8642588614393125, "mask_rcnn/false_negative": 0.11219550704008838, "mask_rcnn/false_positive": 0.1455268183291985, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 24.75, "time": 0.7791909156367183, "total_loss": 1.7181164745270507} {"data_time": 0.01694118231534958, "eta_seconds": 162913.15476337261, "iteration": 61839, "loss_fcos_cls": 0.2783775329589844, "loss_fcos_ctr": 0.6227478012442589, "loss_fcos_loc": 0.22155704523902386, "loss_mask": 0.29056292213499546, "loss_maskiou": 0.006695069270790555, "loss_sem_seg": 0.3040579562075436, "lr": 0.01, "mask_rcnn/accuracy": 0.8932490965136055, "mask_rcnn/false_negative": 0.07756516869886657, "mask_rcnn/false_positive": 0.13542042931407033, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 21.75, "time": 0.7869502659887075, "total_loss": 1.737849074328551} {"data_time": 0.01835557445883751, "eta_seconds": 163098.73469451535, "iteration": 61859, "loss_fcos_cls": 0.28359639924019575, "loss_fcos_ctr": 0.6242408463731408, "loss_fcos_loc": 0.21713255089707673, "loss_mask": 0.2990414658561349, "loss_maskiou": 0.007823806095984764, "loss_sem_seg": 0.33536458062008023, "lr": 0.01, "mask_rcnn/accuracy": 0.8735570936024684, "mask_rcnn/false_negative": 0.1006541723628521, "mask_rcnn/false_positive": 0.149122353445163, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.75, "time": 0.7972149653360248, "total_loss": 1.7787401755631436} {"data_time": 0.01656776200979948, "eta_seconds": 163083.06274764333, "iteration": 61879, "loss_fcos_cls": 0.28551754727959633, "loss_fcos_ctr": 0.6249143029563129, "loss_fcos_loc": 0.22045734524726868, "loss_mask": 0.3000077689066529, "loss_maskiou": 0.007269680008903379, "loss_sem_seg": 0.3129757805727422, "lr": 0.01, "mask_rcnn/accuracy": 0.8520588442875145, "mask_rcnn/false_negative": 0.1296281340298745, "mask_rcnn/false_positive": 0.16709655527757605, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.7898092176765203, "total_loss": 1.7619713851163397} {"data_time": 0.015597805380821228, "eta_seconds": 163018.85420401208, "iteration": 61899, "loss_fcos_cls": 0.2960109142586589, "loss_fcos_ctr": 0.6242098845541477, "loss_fcos_loc": 0.21520642936229706, "loss_mask": 0.2997806747443974, "loss_maskiou": 0.007226735047879629, "loss_sem_seg": 0.3558944212272763, "lr": 0.01, "mask_rcnn/accuracy": 0.8788531037414966, "mask_rcnn/false_negative": 0.08852445583622451, "mask_rcnn/false_positive": 0.17131913157077483, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.7688595028594136, "total_loss": 1.780831650532491} {"data_time": 0.016630684956908226, "eta_seconds": 163068.12826104183, "iteration": 61919, "loss_fcos_cls": 0.28660108521580696, "loss_fcos_ctr": 0.6230336660519242, "loss_fcos_loc": 0.20839281077496707, "loss_mask": 0.28519332036376, "loss_maskiou": 0.0068059281329624355, "loss_sem_seg": 0.290542668197304, "lr": 0.01, "mask_rcnn/accuracy": 0.8732075896940081, "mask_rcnn/false_negative": 0.10897422918632635, "mask_rcnn/false_positive": 0.15023163232329653, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.786473361775279, "total_loss": 1.700676559790736} {"data_time": 0.017000346444547176, "eta_seconds": 163052.4547369564, "iteration": 61939, "loss_fcos_cls": 0.29186013934668154, "loss_fcos_ctr": 0.621957984752953, "loss_fcos_loc": 0.22309162863530219, "loss_mask": 0.2983162831515074, "loss_maskiou": 0.0075489480659598485, "loss_sem_seg": 0.31547057908028364, "lr": 0.01, "mask_rcnn/accuracy": 0.8600548613165073, "mask_rcnn/false_negative": 0.11382310486516346, "mask_rcnn/false_positive": 0.14375147215192174, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7888184282928705, "total_loss": 1.735114735129173} {"data_time": 0.01576599944382906, "eta_seconds": 163036.78121287096, "iteration": 61959, "loss_fcos_cls": 0.2919168774969876, "loss_fcos_ctr": 0.6252728160470724, "loss_fcos_loc": 0.21620575187262148, "loss_mask": 0.29951154440641403, "loss_maskiou": 0.00801260604930576, "loss_sem_seg": 0.2985812136903405, "lr": 0.01, "mask_rcnn/accuracy": 0.8607783188114875, "mask_rcnn/false_negative": 0.11406105355946049, "mask_rcnn/false_positive": 0.18099723551564478, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.7887850990518928, "total_loss": 1.7372029323887546} {"data_time": 0.01614701934158802, "eta_seconds": 163037.05941266846, "iteration": 61979, "loss_fcos_cls": 0.2909176959656179, "loss_fcos_ctr": 0.6238226555287838, "loss_fcos_loc": 0.22426909813657403, "loss_mask": 0.29881053883582354, "loss_maskiou": 0.007489734482078347, "loss_sem_seg": 0.31734742131084204, "lr": 0.01, "mask_rcnn/accuracy": 0.8887558929821928, "mask_rcnn/false_negative": 0.08174790666726921, "mask_rcnn/false_positive": 0.15926249295682876, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 27.5, "time": 0.7820250932127237, "total_loss": 1.7684654314944055} {"data_time": 0.01963264774531126, "eta_seconds": 163021.38435491826, "iteration": 61999, "loss_fcos_cls": 0.2992633651010692, "loss_fcos_ctr": 0.6279046991840005, "loss_fcos_loc": 0.2265135410707444, "loss_mask": 0.2972469385713339, "loss_maskiou": 0.007537744546425529, "loss_sem_seg": 0.33832969842478633, "lr": 0.01, "mask_rcnn/accuracy": 0.8744866975130133, "mask_rcnn/false_negative": 0.09633560047797743, "mask_rcnn/false_positive": 0.1444307296559294, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7825190527364612, "total_loss": 1.8330534386586805} {"data_time": 0.015732807107269764, "eta_seconds": 163005.70929716807, "iteration": 62019, "loss_fcos_cls": 0.29280876321718097, "loss_fcos_ctr": 0.6262877564877272, "loss_fcos_loc": 0.22527538775466383, "loss_mask": 0.29800890292972326, "loss_maskiou": 0.007457823172444478, "loss_sem_seg": 0.31564228562638164, "lr": 0.01, "mask_rcnn/accuracy": 0.8594563643909945, "mask_rcnn/false_negative": 0.11968596636199033, "mask_rcnn/false_positive": 0.14231855826510376, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.7847440596669912, "total_loss": 1.8034641425911104} {"data_time": 0.015926701948046684, "eta_seconds": 162953.5290830694, "iteration": 62039, "loss_fcos_cls": 0.28824839799199253, "loss_fcos_ctr": 0.625556421931833, "loss_fcos_loc": 0.21429272333625704, "loss_mask": 0.2868132181465626, "loss_maskiou": 0.008104851644020528, "loss_sem_seg": 0.30301825469359756, "lr": 0.01, "mask_rcnn/accuracy": 0.863967663336521, "mask_rcnn/false_negative": 0.1069721211960153, "mask_rcnn/false_positive": 0.15977860652462653, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7746745748445392, "total_loss": 1.78160633155494} {"data_time": 0.015912321396172047, "eta_seconds": 162977.4112655921, "iteration": 62059, "loss_fcos_cls": 0.29055011039599776, "loss_fcos_ctr": 0.622204149607569, "loss_fcos_loc": 0.21419641497777775, "loss_mask": 0.29470505006611347, "loss_maskiou": 0.007347378646954894, "loss_sem_seg": 0.35449239006266, "lr": 0.01, "mask_rcnn/accuracy": 0.8889657802126875, "mask_rcnn/false_negative": 0.08490755165667385, "mask_rcnn/false_positive": 0.17503128879965, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.25, "time": 0.788837187923491, "total_loss": 1.762749442443237} {"data_time": 0.018951171077787876, "eta_seconds": 162961.73591428902, "iteration": 62079, "loss_fcos_cls": 0.2822192031890154, "loss_fcos_ctr": 0.6243400019593537, "loss_fcos_loc": 0.2196829824242741, "loss_mask": 0.2837469018995762, "loss_maskiou": 0.007289093293366022, "loss_sem_seg": 0.29949655616655946, "lr": 0.01, "mask_rcnn/accuracy": 0.8614861782567156, "mask_rcnn/false_negative": 0.11426422106455345, "mask_rcnn/false_positive": 0.17074597763362886, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7903666831552982, "total_loss": 1.738750689328299} {"data_time": 0.014918443746864796, "eta_seconds": 162971.66738441773, "iteration": 62099, "loss_fcos_cls": 0.29895866569131613, "loss_fcos_ctr": 0.6200350495055318, "loss_fcos_loc": 0.20789494912605733, "loss_mask": 0.2891355035826564, "loss_maskiou": 0.007486489790608175, "loss_sem_seg": 0.32458829041570425, "lr": 0.01, "mask_rcnn/accuracy": 0.865048512382481, "mask_rcnn/false_negative": 0.09943304816671256, "mask_rcnn/false_positive": 0.16203920520424986, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.5, "time": 0.7953338185325265, "total_loss": 1.7820698647410609} {"data_time": 0.016408976167440414, "eta_seconds": 162933.64899243508, "iteration": 62119, "loss_fcos_cls": 0.28696858463808894, "loss_fcos_ctr": 0.6258483771234751, "loss_fcos_loc": 0.2187010523630306, "loss_mask": 0.3063639495521784, "loss_maskiou": 0.007193375495262444, "loss_sem_seg": 0.31146745453588665, "lr": 0.01, "mask_rcnn/accuracy": 0.8747738376840979, "mask_rcnn/false_negative": 0.10796467734759849, "mask_rcnn/false_positive": 0.17257931388992837, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 33.25, "time": 0.7828486515209079, "total_loss": 1.768734996796411} {"data_time": 0.017733296379446983, "eta_seconds": 162982.8899490377, "iteration": 62139, "loss_fcos_cls": 0.28927859058603644, "loss_fcos_ctr": 0.6230564527213573, "loss_fcos_loc": 0.21672027208842337, "loss_mask": 0.2903161635622382, "loss_maskiou": 0.007532859672210179, "loss_sem_seg": 0.3197948466986418, "lr": 0.01, "mask_rcnn/accuracy": 0.8677624716553287, "mask_rcnn/false_negative": 0.11468644848693908, "mask_rcnn/false_positive": 0.16085703237264104, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.7890232456848025, "total_loss": 1.7505498860991793} {"data_time": 0.017976613715291023, "eta_seconds": 162899.03450907674, "iteration": 62159, "loss_fcos_cls": 0.2935067694634199, "loss_fcos_ctr": 0.6230171993374825, "loss_fcos_loc": 0.22102422267198563, "loss_mask": 0.2829404743388295, "loss_maskiou": 0.006591228593606502, "loss_sem_seg": 0.3073361706919968, "lr": 0.01, "mask_rcnn/accuracy": 0.8748549206173153, "mask_rcnn/false_negative": 0.09715356350095572, "mask_rcnn/false_positive": 0.1647975584781701, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7657977920025587, "total_loss": 1.7281709252856672} {"data_time": 0.017344996333122253, "eta_seconds": 162864.3724479312, "iteration": 62179, "loss_fcos_cls": 0.2877650479786098, "loss_fcos_ctr": 0.6247674580663443, "loss_fcos_loc": 0.21893568220548332, "loss_mask": 0.29283153684809804, "loss_maskiou": 0.007811522198608145, "loss_sem_seg": 0.3324915897101164, "lr": 0.01, "mask_rcnn/accuracy": 0.8840223378913855, "mask_rcnn/false_negative": 0.11717458598843322, "mask_rcnn/false_positive": 0.1266950461548118, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.25, "time": 0.7767458446323872, "total_loss": 1.7913321685045958} {"data_time": 0.016216070391237736, "eta_seconds": 162864.6337774163, "iteration": 62199, "loss_fcos_cls": 0.28932923055253923, "loss_fcos_ctr": 0.6231688819825649, "loss_fcos_loc": 0.21877489425241947, "loss_mask": 0.30481266882270575, "loss_maskiou": 0.007747311028651893, "loss_sem_seg": 0.3197377622127533, "lr": 0.01, "mask_rcnn/accuracy": 0.8553334659335432, "mask_rcnn/false_negative": 0.11182001370577646, "mask_rcnn/false_positive": 0.18854946297820957, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.75, "time": 0.8047979865223169, "total_loss": 1.7768137113016564} {"data_time": 0.016363599337637424, "eta_seconds": 162869.18431007676, "iteration": 62219, "loss_fcos_cls": 0.2938317162916064, "loss_fcos_ctr": 0.6246291319839656, "loss_fcos_loc": 0.21424435393419117, "loss_mask": 0.3000834295526147, "loss_maskiou": 0.007270419053384103, "loss_sem_seg": 0.32059285789728165, "lr": 0.01, "mask_rcnn/accuracy": 0.8531852324263038, "mask_rcnn/false_negative": 0.12288260621478608, "mask_rcnn/false_positive": 0.17367221820681622, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7854859502986073, "total_loss": 1.7837162426876603} {"data_time": 0.01593696977943182, "eta_seconds": 162839.59500058834, "iteration": 62239, "loss_fcos_cls": 0.28070123540237546, "loss_fcos_ctr": 0.6233441587537527, "loss_fcos_loc": 0.22432256361935288, "loss_mask": 0.2949615065008402, "loss_maskiou": 0.007140732923289761, "loss_sem_seg": 0.3015436753630638, "lr": 0.01, "mask_rcnn/accuracy": 0.8894226268489047, "mask_rcnn/false_negative": 0.09356634085758272, "mask_rcnn/false_positive": 0.13448689887472293, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 27.5, "time": 0.7676209975033998, "total_loss": 1.7148531283601187} {"data_time": 0.01574733480811119, "eta_seconds": 162782.3998399945, "iteration": 62259, "loss_fcos_cls": 0.2831422807648778, "loss_fcos_ctr": 0.6222235420718789, "loss_fcos_loc": 0.21499027812387794, "loss_mask": 0.2803392307832837, "loss_maskiou": 0.00740242975007277, "loss_sem_seg": 0.34003931004554033, "lr": 0.01, "mask_rcnn/accuracy": 0.8717748612602936, "mask_rcnn/false_negative": 0.09934817828749695, "mask_rcnn/false_positive": 0.15500063480318998, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.782073387876153, "total_loss": 1.7478283178788843} {"data_time": 0.01644040271639824, "eta_seconds": 162789.05368234683, "iteration": 62279, "loss_fcos_cls": 0.28586865635588765, "loss_fcos_ctr": 0.6267986511811614, "loss_fcos_loc": 0.22071117511950433, "loss_mask": 0.29864871595054865, "loss_maskiou": 0.007599411364935804, "loss_sem_seg": 0.32796041248366237, "lr": 0.01, "mask_rcnn/accuracy": 0.8808741646632705, "mask_rcnn/false_negative": 0.09583410254951238, "mask_rcnn/false_positive": 0.1646590973578843, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7946956548839808, "total_loss": 1.7297322291124146} {"data_time": 0.01654144749045372, "eta_seconds": 162857.43465731945, "iteration": 62299, "loss_fcos_cls": 0.2778261750936508, "loss_fcos_ctr": 0.6209165910258889, "loss_fcos_loc": 0.20890350581612438, "loss_mask": 0.28722334280610085, "loss_maskiou": 0.007004904102359433, "loss_sem_seg": 0.28739990037865937, "lr": 0.01, "mask_rcnn/accuracy": 0.8761978005487909, "mask_rcnn/false_negative": 0.11075804022773245, "mask_rcnn/false_positive": 0.15778511451301425, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.79721574857831, "total_loss": 1.7054154394500074} {"data_time": 0.0159170376136899, "eta_seconds": 162812.1007988099, "iteration": 62319, "loss_fcos_cls": 0.2827330189757049, "loss_fcos_ctr": 0.6209441730752587, "loss_fcos_loc": 0.20266418671235442, "loss_mask": 0.2888605138286948, "loss_maskiou": 0.006618237268412486, "loss_sem_seg": 0.3063028668984771, "lr": 0.01, "mask_rcnn/accuracy": 0.8679090176740554, "mask_rcnn/false_negative": 0.09777292339593043, "mask_rcnn/false_positive": 0.15082255918432658, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7708969274535775, "total_loss": 1.6941302915947745} {"data_time": 0.01752455346286297, "eta_seconds": 162826.0708343899, "iteration": 62339, "loss_fcos_cls": 0.2974753915332258, "loss_fcos_ctr": 0.6252452777698636, "loss_fcos_loc": 0.22560588468331844, "loss_mask": 0.28577757347375154, "loss_maskiou": 0.007417022585286759, "loss_sem_seg": 0.3055785233154893, "lr": 0.01, "mask_rcnn/accuracy": 0.8643808576419698, "mask_rcnn/false_negative": 0.1035871578168655, "mask_rcnn/false_positive": 0.13578078885491984, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.0, "time": 0.7826124783605337, "total_loss": 1.7470180975215044} {"data_time": 0.01754663698375225, "eta_seconds": 162835.2884350065, "iteration": 62359, "loss_fcos_cls": 0.28716768976300955, "loss_fcos_ctr": 0.6282454314641654, "loss_fcos_loc": 0.2243350634817034, "loss_mask": 0.29815319180488586, "loss_maskiou": 0.006830292419181205, "loss_sem_seg": 0.3479831372387707, "lr": 0.01, "mask_rcnn/accuracy": 0.8709502551020408, "mask_rcnn/false_negative": 0.11065337619140586, "mask_rcnn/false_positive": 0.14443421416278143, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.0, "time": 0.7877855245023966, "total_loss": 1.780886864347849} {"data_time": 0.015454192645847797, "eta_seconds": 162826.07537543122, "iteration": 62379, "loss_fcos_cls": 0.2938626845134422, "loss_fcos_ctr": 0.6223029121756554, "loss_fcos_loc": 0.21673716115765274, "loss_mask": 0.2821663049980998, "loss_maskiou": 0.00666584269492887, "loss_sem_seg": 0.32512500137090683, "lr": 0.01, "mask_rcnn/accuracy": 0.8875989362020468, "mask_rcnn/false_negative": 0.09425090654419375, "mask_rcnn/false_positive": 0.13721944789538182, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7787824794650078, "total_loss": 1.761641101053101} {"data_time": 0.015756282955408096, "eta_seconds": 162795.7897213474, "iteration": 62399, "loss_fcos_cls": 0.28170997207053006, "loss_fcos_ctr": 0.6214120453223586, "loss_fcos_loc": 0.21280238323379308, "loss_mask": 0.2836747672408819, "loss_maskiou": 0.006985588654060848, "loss_sem_seg": 0.31396309472620487, "lr": 0.01, "mask_rcnn/accuracy": 0.863537880905787, "mask_rcnn/false_negative": 0.08623965482240653, "mask_rcnn/false_positive": 0.1734114158569491, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7604070026427507, "total_loss": 1.750149750332639} {"data_time": 0.016013883985579014, "eta_seconds": 162780.10619480163, "iteration": 62419, "loss_fcos_cls": 0.2849529483355582, "loss_fcos_ctr": 0.6238759811967611, "loss_fcos_loc": 0.21334348060190678, "loss_mask": 0.2895928807556629, "loss_maskiou": 0.0068443357304204255, "loss_sem_seg": 0.31807280564680696, "lr": 0.01, "mask_rcnn/accuracy": 0.8530244266178368, "mask_rcnn/false_negative": 0.12245515386765474, "mask_rcnn/false_positive": 0.16211574382290422, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7650020699948072, "total_loss": 1.7311127274151659} {"data_time": 0.0152748329564929, "eta_seconds": 162772.55119585432, "iteration": 62439, "loss_fcos_cls": 0.2838406169321388, "loss_fcos_ctr": 0.6244610864669085, "loss_fcos_loc": 0.22091503767296672, "loss_mask": 0.3007996194064617, "loss_maskiou": 0.007648383092600852, "loss_sem_seg": 0.3344853650778532, "lr": 0.01, "mask_rcnn/accuracy": 0.8810754804058376, "mask_rcnn/false_negative": 0.10951674939147961, "mask_rcnn/false_positive": 0.10468474730667021, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7875338504090905, "total_loss": 1.7866236175177619} {"data_time": 0.01563289761543274, "eta_seconds": 162756.86688606627, "iteration": 62459, "loss_fcos_cls": 0.3035073768114671, "loss_fcos_ctr": 0.6245652475627139, "loss_fcos_loc": 0.2220078000682406, "loss_mask": 0.2969244699925184, "loss_maskiou": 0.007846013613743708, "loss_sem_seg": 0.3260401664301753, "lr": 0.01, "mask_rcnn/accuracy": 0.8621218487394957, "mask_rcnn/false_negative": 0.10480993999187185, "mask_rcnn/false_positive": 0.16168211342282698, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7876333817839622, "total_loss": 1.803659952362068} {"data_time": 0.01563842874020338, "eta_seconds": 162747.65070963372, "iteration": 62479, "loss_fcos_cls": 0.28051402349956334, "loss_fcos_ctr": 0.6236175922676921, "loss_fcos_loc": 0.21160867856815457, "loss_mask": 0.29744713567197323, "loss_maskiou": 0.0072325856308452785, "loss_sem_seg": 0.30260813457425684, "lr": 0.01, "mask_rcnn/accuracy": 0.8575783909967584, "mask_rcnn/false_negative": 0.11320847215074553, "mask_rcnn/false_positive": 0.1766242894605531, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7849318012595177, "total_loss": 1.7253514597396133} {"data_time": 0.016068143770098686, "eta_seconds": 162716.51618274953, "iteration": 62499, "loss_fcos_cls": 0.2917373349191621, "loss_fcos_ctr": 0.6202322500757873, "loss_fcos_loc": 0.20712429727427661, "loss_mask": 0.2822870323434472, "loss_maskiou": 0.007002291778917424, "loss_sem_seg": 0.3348927069455385, "lr": 0.01, "mask_rcnn/accuracy": 0.8666161186696901, "mask_rcnn/false_negative": 0.10179462666116972, "mask_rcnn/false_positive": 0.1790822607133093, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 36.25, "time": 0.7816340997815132, "total_loss": 1.7363966137345415} {"data_time": 0.017921417951583862, "eta_seconds": 162731.0727329431, "iteration": 62519, "loss_fcos_cls": 0.2925672144629061, "loss_fcos_ctr": 0.6238492941483855, "loss_fcos_loc": 0.21801562001928687, "loss_mask": 0.29949431074783206, "loss_maskiou": 0.007736304687568918, "loss_sem_seg": 0.2902240282855928, "lr": 0.01, "mask_rcnn/accuracy": 0.8508598294084267, "mask_rcnn/false_negative": 0.10857331101082322, "mask_rcnn/false_positive": 0.1924749156880425, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7812278131023049, "total_loss": 1.7125807697302662} {"data_time": 0.01533280499279499, "eta_seconds": 162700.5959101552, "iteration": 62539, "loss_fcos_cls": 0.287295053480193, "loss_fcos_ctr": 0.6241562739014626, "loss_fcos_loc": 0.21397795411758125, "loss_mask": 0.2989872321486473, "loss_maskiou": 0.006876919716887642, "loss_sem_seg": 0.3220346597954631, "lr": 0.01, "mask_rcnn/accuracy": 0.8644554429839235, "mask_rcnn/false_negative": 0.09851076048537151, "mask_rcnn/false_positive": 0.1606652551155204, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.7949749706313014, "total_loss": 1.719406035837892} {"data_time": 0.016449148766696453, "eta_seconds": 162850.09322866984, "iteration": 62559, "loss_fcos_cls": 0.2828081678599119, "loss_fcos_ctr": 0.6219906609039754, "loss_fcos_loc": 0.21368382824584842, "loss_mask": 0.3063845820724964, "loss_maskiou": 0.008181946279364638, "loss_sem_seg": 0.31200065091252327, "lr": 0.01, "mask_rcnn/accuracy": 0.876017371234208, "mask_rcnn/false_negative": 0.09226774212314601, "mask_rcnn/false_positive": 0.16101465305955043, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7899778839200735, "total_loss": 1.7990102322946768} {"data_time": 0.01534005906432867, "eta_seconds": 162685.96531161107, "iteration": 62579, "loss_fcos_cls": 0.28530143620446324, "loss_fcos_ctr": 0.624966355971992, "loss_fcos_loc": 0.21657308225985616, "loss_mask": 0.28921508276835084, "loss_maskiou": 0.007081008869135985, "loss_sem_seg": 0.32942772936075926, "lr": 0.01, "mask_rcnn/accuracy": 0.8719392821676833, "mask_rcnn/false_negative": 0.10150042130390907, "mask_rcnn/false_positive": 0.16022403299867866, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.0, "time": 0.7645511832088232, "total_loss": 1.7771470807638252} {"data_time": 0.016556118614971638, "eta_seconds": 162609.77457896993, "iteration": 62599, "loss_fcos_cls": 0.2874848891515285, "loss_fcos_ctr": 0.6254832576960325, "loss_fcos_loc": 0.2194288088940084, "loss_mask": 0.287312145344913, "loss_maskiou": 0.006653456104686484, "loss_sem_seg": 0.3229861753061414, "lr": 0.01, "mask_rcnn/accuracy": 0.8607425268151898, "mask_rcnn/false_negative": 0.0867484298843339, "mask_rcnn/false_positive": 0.16581776944364518, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7649733806028962, "total_loss": 1.7376080569301848} {"data_time": 0.015607784502208233, "eta_seconds": 162594.09386628494, "iteration": 62619, "loss_fcos_cls": 0.2943152138032019, "loss_fcos_ctr": 0.6261449558660388, "loss_fcos_loc": 0.22332870517857373, "loss_mask": 0.29629507288336754, "loss_maskiou": 0.006823323434218764, "loss_sem_seg": 0.3145438835490495, "lr": 0.01, "mask_rcnn/accuracy": 0.8517882382886265, "mask_rcnn/false_negative": 0.11500599920525154, "mask_rcnn/false_positive": 0.18538864766277818, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.8046295773237944, "total_loss": 1.7689178437140072} {"data_time": 0.01558404415845871, "eta_seconds": 162622.1712443577, "iteration": 62639, "loss_fcos_cls": 0.2925529859494418, "loss_fcos_ctr": 0.6243077386170626, "loss_fcos_loc": 0.22537159197963774, "loss_mask": 0.2897163163870573, "loss_maskiou": 0.006831123762822244, "loss_sem_seg": 0.27043128706282005, "lr": 0.01, "mask_rcnn/accuracy": 0.8693780902805137, "mask_rcnn/false_negative": 0.122426931916094, "mask_rcnn/false_positive": 0.13901309631159575, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7914638072252274, "total_loss": 1.7173050649726065} {"data_time": 0.016061783768236637, "eta_seconds": 162517.61566127557, "iteration": 62659, "loss_fcos_cls": 0.2977870258037001, "loss_fcos_ctr": 0.6246508164331317, "loss_fcos_loc": 0.2254153594840318, "loss_mask": 0.30154504254460335, "loss_maskiou": 0.008223825629102066, "loss_sem_seg": 0.3540919693186879, "lr": 0.01, "mask_rcnn/accuracy": 0.8556888488153882, "mask_rcnn/false_negative": 0.0990724497033024, "mask_rcnn/false_positive": 0.19754728957085502, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7823416134342551, "total_loss": 1.7912302121330868} {"data_time": 0.016456074081361294, "eta_seconds": 162477.7462278586, "iteration": 62679, "loss_fcos_cls": 0.2888626146595925, "loss_fcos_ctr": 0.6237632529810071, "loss_fcos_loc": 0.21457810897845775, "loss_mask": 0.2932279771193862, "loss_maskiou": 0.007488056307920488, "loss_sem_seg": 0.3382178316824138, "lr": 0.01, "mask_rcnn/accuracy": 0.8771492358074713, "mask_rcnn/false_negative": 0.10708438951419286, "mask_rcnn/false_positive": 0.1457019076989861, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.0, "time": 0.7819792283698916, "total_loss": 1.809371093797381} {"data_time": 0.015095816925168037, "eta_seconds": 162575.1164448792, "iteration": 62699, "loss_fcos_cls": 0.29790424020029604, "loss_fcos_ctr": 0.6263732248917222, "loss_fcos_loc": 0.22232121438719332, "loss_mask": 0.29727393202483654, "loss_maskiou": 0.006796700195991434, "loss_sem_seg": 0.32149640191346407, "lr": 0.01, "mask_rcnn/accuracy": 0.8884051260741621, "mask_rcnn/false_negative": 0.09066329232171288, "mask_rcnn/false_positive": 0.17076679401014866, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.8029608661308885, "total_loss": 1.7909160512135713} {"data_time": 0.016949862241744995, "eta_seconds": 162550.229420037, "iteration": 62719, "loss_fcos_cls": 0.2955539566464722, "loss_fcos_ctr": 0.626326147466898, "loss_fcos_loc": 0.2153709267731756, "loss_mask": 0.29062161687761545, "loss_maskiou": 0.006827824754509493, "loss_sem_seg": 0.3072929005138576, "lr": 0.01, "mask_rcnn/accuracy": 0.8620260268085729, "mask_rcnn/false_negative": 0.1114349319489962, "mask_rcnn/false_positive": 0.17396093050795325, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7754552830010653, "total_loss": 1.7452199016843224} {"data_time": 0.016808517277240753, "eta_seconds": 162543.7465785602, "iteration": 62739, "loss_fcos_cls": 0.28905865200795233, "loss_fcos_ctr": 0.6265782760456204, "loss_fcos_loc": 0.22303882311098278, "loss_mask": 0.31619577668607235, "loss_maskiou": 0.00727259558334481, "loss_sem_seg": 0.3587343378458172, "lr": 0.01, "mask_rcnn/accuracy": 0.875647139768247, "mask_rcnn/false_negative": 0.09548453299000764, "mask_rcnn/false_positive": 0.17285079514674428, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7936326954513788, "total_loss": 1.8196583399985684} {"data_time": 0.018714698031544685, "eta_seconds": 162530.24109424, "iteration": 62759, "loss_fcos_cls": 0.29235209128819406, "loss_fcos_ctr": 0.6228116438724101, "loss_fcos_loc": 0.21157041029073298, "loss_mask": 0.29441608116030693, "loss_maskiou": 0.00635465512459632, "loss_sem_seg": 0.30881225946359336, "lr": 0.01, "mask_rcnn/accuracy": 0.8762106821348195, "mask_rcnn/false_negative": 0.0969836984678403, "mask_rcnn/false_positive": 0.16215729482644659, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.75, "time": 0.7862393660470843, "total_loss": 1.7499387066054624} {"data_time": 0.016245294362306595, "eta_seconds": 162503.17728421558, "iteration": 62779, "loss_fcos_cls": 0.30642279516905546, "loss_fcos_ctr": 0.6232829224318266, "loss_fcos_loc": 0.22081257682293653, "loss_mask": 0.286865814588964, "loss_maskiou": 0.008050830365391448, "loss_sem_seg": 0.3193264431320131, "lr": 0.01, "mask_rcnn/accuracy": 0.8712688055991628, "mask_rcnn/false_negative": 0.0866732882032974, "mask_rcnn/false_positive": 0.1670440131553832, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.792994037270546, "total_loss": 1.7679267580097076} {"data_time": 0.015664576552808285, "eta_seconds": 162487.49323894177, "iteration": 62799, "loss_fcos_cls": 0.29359744081739336, "loss_fcos_ctr": 0.6242096698842943, "loss_fcos_loc": 0.22044206212740391, "loss_mask": 0.29085184168070555, "loss_maskiou": 0.007294074821402319, "loss_sem_seg": 0.32943563535809517, "lr": 0.01, "mask_rcnn/accuracy": 0.869568281469276, "mask_rcnn/false_negative": 0.07919915942602965, "mask_rcnn/false_positive": 0.18069340887764307, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7871904401108623, "total_loss": 1.771204703618423} {"data_time": 0.016729768365621567, "eta_seconds": 162483.18566377182, "iteration": 62819, "loss_fcos_cls": 0.29020976182073355, "loss_fcos_ctr": 0.6264545787125826, "loss_fcos_loc": 0.22041514911688864, "loss_mask": 0.29476529359817505, "loss_maskiou": 0.0075179543637204915, "loss_sem_seg": 0.2997914031147957, "lr": 0.01, "mask_rcnn/accuracy": 0.8840907189999696, "mask_rcnn/false_negative": 0.1030979719550616, "mask_rcnn/false_positive": 0.1382504162310922, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.8003991041332483, "total_loss": 1.738185248017544} {"data_time": 0.015642105601727962, "eta_seconds": 162467.50052028242, "iteration": 62839, "loss_fcos_cls": 0.2956763613037765, "loss_fcos_ctr": 0.6270745531655848, "loss_fcos_loc": 0.22836170089431107, "loss_mask": 0.29683408327400684, "loss_maskiou": 0.007134777319151908, "loss_sem_seg": 0.3009959515184164, "lr": 0.01, "mask_rcnn/accuracy": 0.8874835051077288, "mask_rcnn/false_negative": 0.09328870242166953, "mask_rcnn/false_positive": 0.15073937094903953, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.25, "time": 0.7960689933970571, "total_loss": 1.785353434708668} {"data_time": 0.01565410941839218, "eta_seconds": 162399.9007687373, "iteration": 62859, "loss_fcos_cls": 0.28940562438219786, "loss_fcos_ctr": 0.622407597489655, "loss_fcos_loc": 0.21712526120245457, "loss_mask": 0.2892395509406924, "loss_maskiou": 0.006666244546067901, "loss_sem_seg": 0.3297462140908465, "lr": 0.01, "mask_rcnn/accuracy": 0.881219474969475, "mask_rcnn/false_negative": 0.09916481745352518, "mask_rcnn/false_positive": 0.12779558923540268, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7889124639332294, "total_loss": 1.716019123850856} {"data_time": 0.015165933407843113, "eta_seconds": 162409.7674595015, "iteration": 62879, "loss_fcos_cls": 0.28824678296223283, "loss_fcos_ctr": 0.6241103149950504, "loss_fcos_loc": 0.22417225479148328, "loss_mask": 0.29492316767573357, "loss_maskiou": 0.007223015520139597, "loss_sem_seg": 0.3328681173734367, "lr": 0.01, "mask_rcnn/accuracy": 0.8596022824714301, "mask_rcnn/false_negative": 0.11572562897293426, "mask_rcnn/false_positive": 0.17328174435745292, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.8018578998744488, "total_loss": 1.7509165193041554} {"data_time": 0.01651926152408123, "eta_seconds": 162500.9445836665, "iteration": 62899, "loss_fcos_cls": 0.29854042269289494, "loss_fcos_ctr": 0.6283186748623848, "loss_fcos_loc": 0.22905384772457182, "loss_mask": 0.3050028719007969, "loss_maskiou": 0.007980504626175389, "loss_sem_seg": 0.339489514939487, "lr": 0.01, "mask_rcnn/accuracy": 0.8622441002667484, "mask_rcnn/false_negative": 0.09440354094814674, "mask_rcnn/false_positive": 0.1567795885183254, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 22.75, "time": 0.8033569687977433, "total_loss": 1.792298908214434} {"data_time": 0.01574054639786482, "eta_seconds": 162427.55108347535, "iteration": 62919, "loss_fcos_cls": 0.29864794202148914, "loss_fcos_ctr": 0.6225570873357356, "loss_fcos_loc": 0.21407978725619614, "loss_mask": 0.3015849990770221, "loss_maskiou": 0.007102700095856562, "loss_sem_seg": 0.29122796608135104, "lr": 0.01, "mask_rcnn/accuracy": 0.8736716472303208, "mask_rcnn/false_negative": 0.11154129978220717, "mask_rcnn/false_positive": 0.14244084658592432, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 24.25, "time": 0.7815783340483904, "total_loss": 1.7497858037095284} {"data_time": 0.015034916810691357, "eta_seconds": 162389.07480283547, "iteration": 62939, "loss_fcos_cls": 0.28407485829666257, "loss_fcos_ctr": 0.623956561088562, "loss_fcos_loc": 0.21784679940901697, "loss_mask": 0.2902009254321456, "loss_maskiou": 0.007270139780302998, "loss_sem_seg": 0.2932704188860953, "lr": 0.01, "mask_rcnn/accuracy": 0.8547187050556173, "mask_rcnn/false_negative": 0.11012307327089005, "mask_rcnn/false_positive": 0.13613197196361207, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7849963903427124, "total_loss": 1.736192634642066} {"data_time": 0.01578674279153347, "eta_seconds": 162430.15586507134, "iteration": 62959, "loss_fcos_cls": 0.29956008144654334, "loss_fcos_ctr": 0.6228996273130178, "loss_fcos_loc": 0.21464267023839056, "loss_mask": 0.29264756944030523, "loss_maskiou": 0.007707159544224851, "loss_sem_seg": 0.3287335899658501, "lr": 0.01, "mask_rcnn/accuracy": 0.8967930988184748, "mask_rcnn/false_negative": 0.07553200462665362, "mask_rcnn/false_positive": 0.1564403974326669, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.794344057328999, "total_loss": 1.7587811508274172} {"data_time": 0.01611558347940445, "eta_seconds": 162480.87461004686, "iteration": 62979, "loss_fcos_cls": 0.27781134541146457, "loss_fcos_ctr": 0.6253172447904944, "loss_fcos_loc": 0.2185711162746884, "loss_mask": 0.2935665138065815, "loss_maskiou": 0.007415600193780847, "loss_sem_seg": 0.29763033194467425, "lr": 0.01, "mask_rcnn/accuracy": 0.8624508565658957, "mask_rcnn/false_negative": 0.11375383489988253, "mask_rcnn/false_positive": 0.1791559864631072, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.75, "time": 0.7938091242685914, "total_loss": 1.7325431048084283} {"data_time": 0.015710187144577503, "eta_seconds": 162398.77461094968, "iteration": 62999, "loss_fcos_cls": 0.28188793477602303, "loss_fcos_ctr": 0.6235692678019404, "loss_fcos_loc": 0.21646499005146325, "loss_mask": 0.2772201066836715, "loss_maskiou": 0.006919679130078293, "loss_sem_seg": 0.3170040890108794, "lr": 0.01, "mask_rcnn/accuracy": 0.849069687398769, "mask_rcnn/false_negative": 0.11435460154679258, "mask_rcnn/false_positive": 0.1851610066192019, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.7655377360060811, "total_loss": 1.7336360773042543} {"data_time": 0.01839906070381403, "eta_seconds": 162349.11436012387, "iteration": 63019, "loss_fcos_cls": 0.28282552445307374, "loss_fcos_ctr": 0.6209125006571412, "loss_fcos_loc": 0.20253310003317893, "loss_mask": 0.28058995492756367, "loss_maskiou": 0.006895024518598802, "loss_sem_seg": 0.30978225357830524, "lr": 0.01, "mask_rcnn/accuracy": 0.8735602195423624, "mask_rcnn/false_negative": 0.10108989804268505, "mask_rcnn/false_positive": 0.15981511843618934, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 23.5, "time": 0.77186777908355, "total_loss": 1.7001908711099532} {"data_time": 0.01654479280114174, "eta_seconds": 162391.0941616902, "iteration": 63039, "loss_fcos_cls": 0.2877238364890218, "loss_fcos_ctr": 0.6244199927896261, "loss_fcos_loc": 0.21558202931191772, "loss_mask": 0.2953435005620122, "loss_maskiou": 0.006828952558862511, "loss_sem_seg": 0.32758902851492167, "lr": 0.01, "mask_rcnn/accuracy": 0.8746031699837693, "mask_rcnn/false_negative": 0.09852384408576222, "mask_rcnn/false_positive": 0.1609380553128521, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.782607164233923, "total_loss": 1.775577777705621} {"data_time": 0.01738748885691166, "eta_seconds": 162351.7027297672, "iteration": 63059, "loss_fcos_cls": 0.2881326493807137, "loss_fcos_ctr": 0.6245481297373772, "loss_fcos_loc": 0.21329086023615673, "loss_mask": 0.29665534663945436, "loss_maskiou": 0.008160317585861776, "loss_sem_seg": 0.29981241188943386, "lr": 0.01, "mask_rcnn/accuracy": 0.8852418656141702, "mask_rcnn/false_negative": 0.09269489184070764, "mask_rcnn/false_positive": 0.1297606891175038, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.5, "time": 0.779991552233696, "total_loss": 1.7280658357776701} {"data_time": 0.017233265563845634, "eta_seconds": 162271.5518902922, "iteration": 63079, "loss_fcos_cls": 0.30211170320399106, "loss_fcos_ctr": 0.6265938770957291, "loss_fcos_loc": 0.22235929232556373, "loss_mask": 0.305934171192348, "loss_maskiou": 0.008117849938571453, "loss_sem_seg": 0.2992565222084522, "lr": 0.01, "mask_rcnn/accuracy": 0.8617877000140923, "mask_rcnn/false_negative": 0.11942096450537323, "mask_rcnn/false_positive": 0.16254717605034125, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7844644319266081, "total_loss": 1.7668918431008933} {"data_time": 0.01575758121907711, "eta_seconds": 162198.21822182648, "iteration": 63099, "loss_fcos_cls": 0.2783931518206373, "loss_fcos_ctr": 0.6231573685072362, "loss_fcos_loc": 0.21445389941800386, "loss_mask": 0.2914198483340442, "loss_maskiou": 0.007084020951879211, "loss_sem_seg": 0.32030882500112057, "lr": 0.01, "mask_rcnn/accuracy": 0.8661824337944133, "mask_rcnn/false_negative": 0.1104078044658593, "mask_rcnn/false_positive": 0.16678617321278338, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7805401980876923, "total_loss": 1.7529125720466254} {"data_time": 0.01622555684298277, "eta_seconds": 162202.0396339735, "iteration": 63119, "loss_fcos_cls": 0.2934408539440483, "loss_fcos_ctr": 0.6251347493380308, "loss_fcos_loc": 0.2111183893866837, "loss_mask": 0.2943298416212201, "loss_maskiou": 0.007764386828057468, "loss_sem_seg": 0.3026829296723008, "lr": 0.01, "mask_rcnn/accuracy": 0.8620956219478386, "mask_rcnn/false_negative": 0.11061478102691083, "mask_rcnn/false_positive": 0.14997427690481968, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.7915054550394416, "total_loss": 1.7334654553851578} {"data_time": 0.016785169951617718, "eta_seconds": 162224.72776634805, "iteration": 63139, "loss_fcos_cls": 0.2946856378985103, "loss_fcos_ctr": 0.6257078815251589, "loss_fcos_loc": 0.22030159295536578, "loss_mask": 0.2997860861942172, "loss_maskiou": 0.007874957933381665, "loss_sem_seg": 0.30726929116644897, "lr": 0.01, "mask_rcnn/accuracy": 0.8743164493459563, "mask_rcnn/false_negative": 0.11545431030161309, "mask_rcnn/false_positive": 0.1749650936438722, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.5, "time": 0.7922759121283889, "total_loss": 1.7554518057586392} {"data_time": 0.01609357539564371, "eta_seconds": 162234.19771630503, "iteration": 63159, "loss_fcos_cls": 0.28804821451194584, "loss_fcos_ctr": 0.6239777477458119, "loss_fcos_loc": 0.21547118038870394, "loss_mask": 0.2746410579420626, "loss_maskiou": 0.007397979512461461, "loss_sem_seg": 0.31004393054172397, "lr": 0.01, "mask_rcnn/accuracy": 0.8764894816622302, "mask_rcnn/false_negative": 0.08781625655937879, "mask_rcnn/false_positive": 0.16344420964305703, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.5, "time": 0.7840122245252132, "total_loss": 1.7203199188661529} {"data_time": 0.015473931096494198, "eta_seconds": 162218.51086527295, "iteration": 63179, "loss_fcos_cls": 0.28309487784281373, "loss_fcos_ctr": 0.6240803115069866, "loss_fcos_loc": 0.21598530723713338, "loss_mask": 0.3006754219532013, "loss_maskiou": 0.0070470445934915915, "loss_sem_seg": 0.32122362265363336, "lr": 0.01, "mask_rcnn/accuracy": 0.8533038215286115, "mask_rcnn/false_negative": 0.1050844016831499, "mask_rcnn/false_positive": 0.18560368258609727, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7819237904623151, "total_loss": 1.7399618969648145} {"data_time": 0.01627401541918516, "eta_seconds": 162113.9822059516, "iteration": 63199, "loss_fcos_cls": 0.28642870183102787, "loss_fcos_ctr": 0.6210846155881882, "loss_fcos_loc": 0.21038492652587593, "loss_mask": 0.28464984241873026, "loss_maskiou": 0.007125841380911879, "loss_sem_seg": 0.31525237392634153, "lr": 0.01, "mask_rcnn/accuracy": 0.855148762801824, "mask_rcnn/false_negative": 0.11537719437241209, "mask_rcnn/false_positive": 0.16578037963667785, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7577930819243193, "total_loss": 1.703624455719364} {"data_time": 0.015739433467388153, "eta_seconds": 162078.67756041605, "iteration": 63219, "loss_fcos_cls": 0.2894582685548812, "loss_fcos_ctr": 0.6221652003005147, "loss_fcos_loc": 0.20606887806206942, "loss_mask": 0.29384356271475554, "loss_maskiou": 0.007678159847273491, "loss_sem_seg": 0.31594501505605876, "lr": 0.01, "mask_rcnn/accuracy": 0.8778436549309165, "mask_rcnn/false_negative": 0.11536838960977625, "mask_rcnn/false_positive": 0.15582925274038878, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7815639665350318, "total_loss": 1.7706298419179802} {"data_time": 0.017313657328486443, "eta_seconds": 162107.95537898596, "iteration": 63239, "loss_fcos_cls": 0.30256438441574574, "loss_fcos_ctr": 0.624108400195837, "loss_fcos_loc": 0.22027353628072888, "loss_mask": 0.2875123890116811, "loss_maskiou": 0.007657587484573014, "loss_sem_seg": 0.34455328388139606, "lr": 0.01, "mask_rcnn/accuracy": 0.8622135537453618, "mask_rcnn/false_negative": 0.0948055747692497, "mask_rcnn/false_positive": 0.15761138471028038, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 26.25, "time": 0.7721389522776008, "total_loss": 1.782015532735386} {"data_time": 0.016383453272283077, "eta_seconds": 162115.43022322003, "iteration": 63259, "loss_fcos_cls": 0.29315408086404204, "loss_fcos_ctr": 0.6202441556379199, "loss_fcos_loc": 0.20682690490502864, "loss_mask": 0.28466080129146576, "loss_maskiou": 0.006954786062124185, "loss_sem_seg": 0.32098703156225383, "lr": 0.01, "mask_rcnn/accuracy": 0.8794754093497864, "mask_rcnn/false_negative": 0.10687341756539752, "mask_rcnn/false_positive": 0.14183240314921625, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7849863283336163, "total_loss": 1.7221974053463782} {"data_time": 0.01662507001310587, "eta_seconds": 162051.26916986145, "iteration": 63279, "loss_fcos_cls": 0.2891419562511146, "loss_fcos_ctr": 0.6228704075329006, "loss_fcos_loc": 0.21479343413375318, "loss_mask": 0.28055461402982473, "loss_maskiou": 0.0075106120348209515, "loss_sem_seg": 0.36652880790643394, "lr": 0.01, "mask_rcnn/accuracy": 0.8667562641861019, "mask_rcnn/false_negative": 0.10107664991762547, "mask_rcnn/false_positive": 0.17221351070894556, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.75, "time": 0.7841965965926647, "total_loss": 1.7685012651782017} {"data_time": 0.015697515569627285, "eta_seconds": 161860.09614233486, "iteration": 63299, "loss_fcos_cls": 0.2956128818914294, "loss_fcos_ctr": 0.6258798483759165, "loss_fcos_loc": 0.21868267946410924, "loss_mask": 0.2962852669879794, "loss_maskiou": 0.0076241910210228525, "loss_sem_seg": 0.32866754778660834, "lr": 0.01, "mask_rcnn/accuracy": 0.8772861215269241, "mask_rcnn/false_negative": 0.09485849851294388, "mask_rcnn/false_positive": 0.15659994874226557, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.7727752095088363, "total_loss": 1.7715462135820417} {"data_time": 0.01720502134412527, "eta_seconds": 161844.43486385606, "iteration": 63319, "loss_fcos_cls": 0.27713018376380205, "loss_fcos_ctr": 0.6247307881712914, "loss_fcos_loc": 0.21198698156513274, "loss_mask": 0.29401910584419966, "loss_maskiou": 0.0068861647305311635, "loss_sem_seg": 0.33935855934396386, "lr": 0.01, "mask_rcnn/accuracy": 0.904336929368817, "mask_rcnn/false_negative": 0.08837969316816027, "mask_rcnn/false_positive": 0.14013369060090192, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.7616242151707411, "total_loss": 1.777918320382014} {"data_time": 0.01773099508136511, "eta_seconds": 161857.62589403708, "iteration": 63339, "loss_fcos_cls": 0.3137021439615637, "loss_fcos_ctr": 0.6247598584741354, "loss_fcos_loc": 0.2237744729500264, "loss_mask": 0.30026078689843416, "loss_maskiou": 0.007335985224926844, "loss_sem_seg": 0.3334929822012782, "lr": 0.01, "mask_rcnn/accuracy": 0.8744153911564625, "mask_rcnn/false_negative": 0.09431568810519922, "mask_rcnn/false_positive": 0.165267821038101, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.7950998079031706, "total_loss": 1.8137834828958148} {"data_time": 0.01604349445551634, "eta_seconds": 161794.04191571567, "iteration": 63359, "loss_fcos_cls": 0.28827026148792356, "loss_fcos_ctr": 0.624155598692596, "loss_fcos_loc": 0.21518575795926154, "loss_mask": 0.2847178792580962, "loss_maskiou": 0.0068703362048836425, "loss_sem_seg": 0.31285884184762836, "lr": 0.01, "mask_rcnn/accuracy": 0.8823938960000703, "mask_rcnn/false_negative": 0.09355663654051813, "mask_rcnn/false_positive": 0.15208529607837412, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.781902626156807, "total_loss": 1.7516089252603706} {"data_time": 0.016362792812287807, "eta_seconds": 161778.38248298783, "iteration": 63379, "loss_fcos_cls": 0.2954188035801053, "loss_fcos_ctr": 0.6225751508027315, "loss_fcos_loc": 0.21479919541161507, "loss_mask": 0.3028659578412771, "loss_maskiou": 0.00714444913319312, "loss_sem_seg": 0.3280536674428731, "lr": 0.01, "mask_rcnn/accuracy": 0.8563413252686496, "mask_rcnn/false_negative": 0.10117861273098594, "mask_rcnn/false_positive": 0.16284052007298072, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7782326741144061, "total_loss": 1.7481267003386165} {"data_time": 0.015582699328660965, "eta_seconds": 161869.7032576315, "iteration": 63399, "loss_fcos_cls": 0.2842814743053168, "loss_fcos_ctr": 0.626079679466784, "loss_fcos_loc": 0.2246061012847349, "loss_mask": 0.284335320815444, "loss_maskiou": 0.0070131765969563276, "loss_sem_seg": 0.29773402214050293, "lr": 0.01, "mask_rcnn/accuracy": 0.8911204097626512, "mask_rcnn/false_negative": 0.09234419966638452, "mask_rcnn/false_positive": 0.140174109197916, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.7820183206349611, "total_loss": 1.7480683495814446} {"data_time": 0.020103218965232372, "eta_seconds": 161966.82899650466, "iteration": 63419, "loss_fcos_cls": 0.29449877399019897, "loss_fcos_ctr": 0.6229462744668126, "loss_fcos_loc": 0.21968493645545095, "loss_mask": 0.2809666790999472, "loss_maskiou": 0.006945515826373594, "loss_sem_seg": 0.3410753863863647, "lr": 0.01, "mask_rcnn/accuracy": 0.8809511117879988, "mask_rcnn/false_negative": 0.10299906905754784, "mask_rcnn/false_positive": 0.14428814839422782, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7899848846718669, "total_loss": 1.7745834508386906} {"data_time": 0.015216906554996967, "eta_seconds": 161925.84309768118, "iteration": 63439, "loss_fcos_cls": 0.29194678529165685, "loss_fcos_ctr": 0.6238897163420916, "loss_fcos_loc": 0.22748976410366595, "loss_mask": 0.297774413600564, "loss_maskiou": 0.007287302796612494, "loss_sem_seg": 0.3102505262941122, "lr": 0.01, "mask_rcnn/accuracy": 0.8733015169892246, "mask_rcnn/false_negative": 0.08585250178125559, "mask_rcnn/false_positive": 0.1649013196095252, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.5, "time": 0.7892975835129619, "total_loss": 1.7773611108277692} {"data_time": 0.01698990259319544, "eta_seconds": 161788.8007114716, "iteration": 63459, "loss_fcos_cls": 0.2887820200994611, "loss_fcos_ctr": 0.626197159755975, "loss_fcos_loc": 0.22035957011394203, "loss_mask": 0.3014340288937092, "loss_maskiou": 0.007208890740002971, "loss_sem_seg": 0.3113178701605648, "lr": 0.01, "mask_rcnn/accuracy": 0.8655651920906612, "mask_rcnn/false_negative": 0.09320276994204027, "mask_rcnn/false_positive": 0.17097849902150766, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7723034750670195, "total_loss": 1.7646954756855848} {"data_time": 0.015321142971515656, "eta_seconds": 161773.1342045106, "iteration": 63479, "loss_fcos_cls": 0.27222961047664285, "loss_fcos_ctr": 0.6244563972577453, "loss_fcos_loc": 0.21116937673650682, "loss_mask": 0.28993473155424, "loss_maskiou": 0.007827700217603706, "loss_sem_seg": 0.32222261326387525, "lr": 0.01, "mask_rcnn/accuracy": 0.9004421180914762, "mask_rcnn/false_negative": 0.0744697569669245, "mask_rcnn/false_positive": 0.129118087497667, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.7843243479728699, "total_loss": 1.729792199395888} {"data_time": 0.016087893396615982, "eta_seconds": 161859.2085099863, "iteration": 63499, "loss_fcos_cls": 0.2901003737933934, "loss_fcos_ctr": 0.6233379263430834, "loss_fcos_loc": 0.2125297065358609, "loss_mask": 0.29804036021232605, "loss_maskiou": 0.006877588886709418, "loss_sem_seg": 0.3795246281661093, "lr": 0.01, "mask_rcnn/accuracy": 0.8659838248486208, "mask_rcnn/false_negative": 0.10888196482874173, "mask_rcnn/false_positive": 0.14361252737178787, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.75, "time": 0.7883907286450267, "total_loss": 1.8106506398471538} {"data_time": 0.015544707886874676, "eta_seconds": 161911.55188337434, "iteration": 63519, "loss_fcos_cls": 0.29178333771415055, "loss_fcos_ctr": 0.622956017497927, "loss_fcos_loc": 0.22065294859930873, "loss_mask": 0.29633419308811426, "loss_maskiou": 0.007021295008598827, "loss_sem_seg": 0.31093767285346985, "lr": 0.01, "mask_rcnn/accuracy": 0.8878961340633814, "mask_rcnn/false_negative": 0.09403396844115446, "mask_rcnn/false_positive": 0.13185614293548048, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.5, "time": 0.791567207314074, "total_loss": 1.7760867517499719} {"data_time": 0.01615201961249113, "eta_seconds": 161936.14754669555, "iteration": 63539, "loss_fcos_cls": 0.29207881656475365, "loss_fcos_ctr": 0.6222727815620601, "loss_fcos_loc": 0.22677197156008333, "loss_mask": 0.2995891962200403, "loss_maskiou": 0.007366870151599869, "loss_sem_seg": 0.32536759885260835, "lr": 0.01, "mask_rcnn/accuracy": 0.8551120243374439, "mask_rcnn/false_negative": 0.12032687272765784, "mask_rcnn/false_positive": 0.12874824634921214, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.801399857737124, "total_loss": 1.7828663535037776} {"data_time": 0.016638982109725475, "eta_seconds": 161880.18598493654, "iteration": 63559, "loss_fcos_cls": 0.29699151357635856, "loss_fcos_ctr": 0.6257696682587266, "loss_fcos_loc": 0.22137946635484695, "loss_mask": 0.2948529226705432, "loss_maskiou": 0.007575664974865504, "loss_sem_seg": 0.29773361468687654, "lr": 0.01, "mask_rcnn/accuracy": 0.8726394490100668, "mask_rcnn/false_negative": 0.10958890417804795, "mask_rcnn/false_positive": 0.14762577752256495, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7814658125862479, "total_loss": 1.7634722451184643} {"data_time": 0.01525249145925045, "eta_seconds": 161938.6515614614, "iteration": 63579, "loss_fcos_cls": 0.2951622265391052, "loss_fcos_ctr": 0.624784970190376, "loss_fcos_loc": 0.22422457369975746, "loss_mask": 0.3102262048050761, "loss_maskiou": 0.007315558934351429, "loss_sem_seg": 0.3515993128530681, "lr": 0.01, "mask_rcnn/accuracy": 0.8607755602240896, "mask_rcnn/false_negative": 0.1146701231785782, "mask_rcnn/false_positive": 0.18546274429218262, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7861865572631359, "total_loss": 1.781819609546801} {"data_time": 0.015554242767393589, "eta_seconds": 161970.16749829054, "iteration": 63599, "loss_fcos_cls": 0.3061955824960023, "loss_fcos_ctr": 0.622489174362272, "loss_fcos_loc": 0.2186105598229915, "loss_mask": 0.2985501503571868, "loss_maskiou": 0.006937927770195529, "loss_sem_seg": 0.32513437629677355, "lr": 0.01, "mask_rcnn/accuracy": 0.8748785228377065, "mask_rcnn/false_negative": 0.10142099204694963, "mask_rcnn/false_positive": 0.1403876251042218, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.5, "time": 0.7833316195756197, "total_loss": 1.7679614035587292} {"data_time": 0.017017962411046028, "eta_seconds": 161907.27129461616, "iteration": 63619, "loss_fcos_cls": 0.29224309674464166, "loss_fcos_ctr": 0.6257713055238128, "loss_fcos_loc": 0.21497995220124722, "loss_mask": 0.2899853950366378, "loss_maskiou": 0.00686007799959043, "loss_sem_seg": 0.3515806789509952, "lr": 0.01, "mask_rcnn/accuracy": 0.8700021063471259, "mask_rcnn/false_negative": 0.10602546735186394, "mask_rcnn/false_positive": 0.16973505302526287, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7778503634035587, "total_loss": 1.778165076568257} {"data_time": 0.016775907948613167, "eta_seconds": 161794.34119569417, "iteration": 63639, "loss_fcos_cls": 0.30302869295701385, "loss_fcos_ctr": 0.6221101451665163, "loss_fcos_loc": 0.21397644467651844, "loss_mask": 0.2956035379320383, "loss_maskiou": 0.007571400303277187, "loss_sem_seg": 0.32603270770050585, "lr": 0.01, "mask_rcnn/accuracy": 0.8571527077291641, "mask_rcnn/false_negative": 0.12540143612898502, "mask_rcnn/false_positive": 0.1580756504979692, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7825819291174412, "total_loss": 1.8021189574355958} {"data_time": 0.01900181546807289, "eta_seconds": 161756.37106893118, "iteration": 63659, "loss_fcos_cls": 0.298953992780298, "loss_fcos_ctr": 0.6221764194779098, "loss_fcos_loc": 0.2256407744716853, "loss_mask": 0.28901721630245447, "loss_maskiou": 0.0071329224010696635, "loss_sem_seg": 0.3454379946924746, "lr": 0.01, "mask_rcnn/accuracy": 0.8625075030012005, "mask_rcnn/false_negative": 0.10104763424648952, "mask_rcnn/false_positive": 0.18745189133176599, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 26.75, "time": 0.7779008438810706, "total_loss": 1.7706970722501865} {"data_time": 0.01691462192684412, "eta_seconds": 161786.08828962315, "iteration": 63679, "loss_fcos_cls": 0.28692082199268043, "loss_fcos_ctr": 0.6278071184642613, "loss_fcos_loc": 0.22486997058149427, "loss_mask": 0.29438253678381443, "loss_maskiou": 0.007230882663861848, "loss_sem_seg": 0.29973153094761074, "lr": 0.01, "mask_rcnn/accuracy": 0.8616072868849436, "mask_rcnn/false_negative": 0.10358986812779648, "mask_rcnn/false_positive": 0.14032049286790665, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7755301110446453, "total_loss": 1.7452965886041056} {"data_time": 0.015781202353537083, "eta_seconds": 161689.59852070268, "iteration": 63699, "loss_fcos_cls": 0.28820499614812434, "loss_fcos_ctr": 0.624386821873486, "loss_fcos_loc": 0.22053215792402625, "loss_mask": 0.28273576218634844, "loss_maskiou": 0.007527777779614553, "loss_sem_seg": 0.31898582074791193, "lr": 0.01, "mask_rcnn/accuracy": 0.8589706231329741, "mask_rcnn/false_negative": 0.1207612305508557, "mask_rcnn/false_positive": 0.15767014861118483, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 44.0, "time": 0.7844139281660318, "total_loss": 1.758409087844484} {"data_time": 0.014980788342654705, "eta_seconds": 161709.33542277198, "iteration": 63719, "loss_fcos_cls": 0.290591134224087, "loss_fcos_ctr": 0.6228124219924212, "loss_fcos_loc": 0.21157868835143745, "loss_mask": 0.29506708681583405, "loss_maskiou": 0.007120824717276264, "loss_sem_seg": 0.3317293100990355, "lr": 0.01, "mask_rcnn/accuracy": 0.8763755908207439, "mask_rcnn/false_negative": 0.09351983223262389, "mask_rcnn/false_positive": 0.16711368717493785, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7840503286570311, "total_loss": 1.7379728012747364} {"data_time": 0.01577921025454998, "eta_seconds": 161618.92422288284, "iteration": 63739, "loss_fcos_cls": 0.2859973998274654, "loss_fcos_ctr": 0.6218609195202589, "loss_fcos_loc": 0.21108007710427046, "loss_mask": 0.2937221024185419, "loss_maskiou": 0.007274884519574698, "loss_sem_seg": 0.2888844655826688, "lr": 0.01, "mask_rcnn/accuracy": 0.8544900319873467, "mask_rcnn/false_negative": 0.12237084699370529, "mask_rcnn/false_positive": 0.1525040838273557, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7826304323971272, "total_loss": 1.7239138852455653} {"data_time": 0.015439357608556747, "eta_seconds": 161677.97832533251, "iteration": 63759, "loss_fcos_cls": 0.2880169968120754, "loss_fcos_ctr": 0.6235069986432791, "loss_fcos_loc": 0.21077751857228577, "loss_mask": 0.2927790218964219, "loss_maskiou": 0.00670879082463216, "loss_sem_seg": 0.2930497024208307, "lr": 0.01, "mask_rcnn/accuracy": 0.8598608557410021, "mask_rcnn/false_negative": 0.11067223854114289, "mask_rcnn/false_positive": 0.15403413473041297, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.25, "time": 0.8002280592918396, "total_loss": 1.7101874535510433} {"data_time": 0.017297345213592052, "eta_seconds": 161559.51518260036, "iteration": 63779, "loss_fcos_cls": 0.27740243589505553, "loss_fcos_ctr": 0.6241599963977933, "loss_fcos_loc": 0.2216798053123057, "loss_mask": 0.3058068351820111, "loss_maskiou": 0.006776646601792891, "loss_sem_seg": 0.30265627847984433, "lr": 0.01, "mask_rcnn/accuracy": 0.8739190638335508, "mask_rcnn/false_negative": 0.1154113902606516, "mask_rcnn/false_positive": 0.1375509262938443, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.75, "time": 0.7698848266154528, "total_loss": 1.7552526771905832} {"data_time": 0.015174406580626965, "eta_seconds": 161543.84660227317, "iteration": 63799, "loss_fcos_cls": 0.2921879794448614, "loss_fcos_ctr": 0.6248134463094175, "loss_fcos_loc": 0.21990961267147213, "loss_mask": 0.2900412930175662, "loss_maskiou": 0.0075956897271680646, "loss_sem_seg": 0.29888551868498325, "lr": 0.01, "mask_rcnn/accuracy": 0.8625123436471362, "mask_rcnn/false_negative": 0.09831925051459907, "mask_rcnn/false_positive": 0.15923437499883686, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 37.75, "time": 0.8028767965734005, "total_loss": 1.764653842059488} {"data_time": 0.01577502302825451, "eta_seconds": 161528.178021946, "iteration": 63819, "loss_fcos_cls": 0.2964713331311941, "loss_fcos_ctr": 0.6240869592875242, "loss_fcos_loc": 0.21865467820316553, "loss_mask": 0.29191610496491194, "loss_maskiou": 0.00714261009125039, "loss_sem_seg": 0.2955566793680191, "lr": 0.01, "mask_rcnn/accuracy": 0.8960460741072986, "mask_rcnn/false_negative": 0.0800606901580094, "mask_rcnn/false_positive": 0.14335725434005614, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7897997265681624, "total_loss": 1.7267774865176762} {"data_time": 0.01593953836709261, "eta_seconds": 161466.43750733323, "iteration": 63839, "loss_fcos_cls": 0.2917091839481145, "loss_fcos_ctr": 0.6252782475203276, "loss_fcos_loc": 0.22054558107629418, "loss_mask": 0.28896659798920155, "loss_maskiou": 0.00705403411120642, "loss_sem_seg": 0.3379263738170266, "lr": 0.01, "mask_rcnn/accuracy": 0.8692677286156809, "mask_rcnn/false_negative": 0.12570373848460026, "mask_rcnn/false_positive": 0.13467927276194094, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7739695142954588, "total_loss": 1.7772200046056241} {"data_time": 0.016409769654273987, "eta_seconds": 161450.77339651622, "iteration": 63859, "loss_fcos_cls": 0.28506945073604584, "loss_fcos_ctr": 0.6235599629580975, "loss_fcos_loc": 0.21688980096951127, "loss_mask": 0.2940849419683218, "loss_maskiou": 0.007138466709875502, "loss_sem_seg": 0.30417171446606517, "lr": 0.01, "mask_rcnn/accuracy": 0.8765736016628873, "mask_rcnn/false_negative": 0.09878778313464516, "mask_rcnn/false_positive": 0.13326243935662013, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7877474641427398, "total_loss": 1.7622626308293547} {"data_time": 0.016441354528069496, "eta_seconds": 161404.4207785288, "iteration": 63879, "loss_fcos_cls": 0.2935150684788823, "loss_fcos_ctr": 0.6236441736109555, "loss_fcos_loc": 0.21930023981258273, "loss_mask": 0.28804608806967735, "loss_maskiou": 0.006996209995122626, "loss_sem_seg": 0.3496862230822444, "lr": 0.01, "mask_rcnn/accuracy": 0.8827649357404038, "mask_rcnn/false_negative": 0.08785391485339111, "mask_rcnn/false_positive": 0.16462705834424698, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.75, "time": 0.7888259002938867, "total_loss": 1.7896060827479232} {"data_time": 0.017799388617277145, "eta_seconds": 161330.5482180901, "iteration": 63899, "loss_fcos_cls": 0.2905288180336356, "loss_fcos_ctr": 0.6240918785333633, "loss_fcos_loc": 0.21844757033977658, "loss_mask": 0.2981776734814048, "loss_maskiou": 0.007514027412980795, "loss_sem_seg": 0.3182699717581272, "lr": 0.01, "mask_rcnn/accuracy": 0.8702073506748238, "mask_rcnn/false_negative": 0.1097737235718115, "mask_rcnn/false_positive": 0.15739376159324403, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7692132825031877, "total_loss": 1.770524644802208} {"data_time": 0.01576090417802334, "eta_seconds": 161298.6450784998, "iteration": 63919, "loss_fcos_cls": 0.28566539264284074, "loss_fcos_ctr": 0.624514820985496, "loss_fcos_loc": 0.20890871831215918, "loss_mask": 0.29387802816927433, "loss_maskiou": 0.0070432818320114166, "loss_sem_seg": 0.31100425589829683, "lr": 0.01, "mask_rcnn/accuracy": 0.8892277414792447, "mask_rcnn/false_negative": 0.08633745936955518, "mask_rcnn/false_positive": 0.14924943331700685, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 23.5, "time": 0.7672656858339906, "total_loss": 1.7376294544810662} {"data_time": 0.01702618319541216, "eta_seconds": 161282.99117104802, "iteration": 63939, "loss_fcos_cls": 0.2902370411902666, "loss_fcos_ctr": 0.6219529891386628, "loss_fcos_loc": 0.20697492954786867, "loss_mask": 0.2859269683249295, "loss_maskiou": 0.0076697555214195745, "loss_sem_seg": 0.299844438675791, "lr": 0.01, "mask_rcnn/accuracy": 0.859232489718531, "mask_rcnn/false_negative": 0.11972117322002007, "mask_rcnn/false_positive": 0.151310758338475, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7890041135251522, "total_loss": 1.7435768277227908} {"data_time": 0.01628402527421713, "eta_seconds": 161288.06855208613, "iteration": 63959, "loss_fcos_cls": 0.2980169460643083, "loss_fcos_ctr": 0.6247183536179364, "loss_fcos_loc": 0.22770649753510952, "loss_mask": 0.2900371989235282, "loss_maskiou": 0.006749080232111737, "loss_sem_seg": 0.35938139096833766, "lr": 0.01, "mask_rcnn/accuracy": 0.8658848787490705, "mask_rcnn/false_negative": 0.09141233210746927, "mask_rcnn/false_positive": 0.18315163681417557, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7958443313837051, "total_loss": 1.7938396773970453} {"data_time": 0.015360436402261257, "eta_seconds": 161251.68335614447, "iteration": 63979, "loss_fcos_cls": 0.293473141733557, "loss_fcos_ctr": 0.621906059095636, "loss_fcos_loc": 0.21660588483791798, "loss_mask": 0.2783014182932675, "loss_maskiou": 0.006562316746567376, "loss_sem_seg": 0.3204092055093497, "lr": 0.01, "mask_rcnn/accuracy": 0.8714348748220219, "mask_rcnn/false_negative": 0.1047640737334587, "mask_rcnn/false_positive": 0.15908020363644687, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 45.5, "time": 0.7709743119776249, "total_loss": 1.7327134747756645} {"data_time": 0.014863780699670315, "eta_seconds": 161269.08501894493, "iteration": 63999, "loss_fcos_cls": 0.2976435115560889, "loss_fcos_ctr": 0.6286595491692424, "loss_fcos_loc": 0.22293848055414855, "loss_mask": 0.2908424362540245, "loss_maskiou": 0.006929074777872302, "loss_sem_seg": 0.33111776737496257, "lr": 0.01, "mask_rcnn/accuracy": 0.8704928429705215, "mask_rcnn/false_negative": 0.09710293223885484, "mask_rcnn/false_positive": 0.14816536464193358, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7874251222237945, "total_loss": 1.7716385405656183} {"data_time": 0.014242671430110931, "eta_seconds": 161292.33218242787, "iteration": 64019, "loss_fcos_cls": 0.28123880340717733, "loss_fcos_ctr": 0.620653978548944, "loss_fcos_loc": 0.21368430356960744, "loss_mask": 0.2936674291267991, "loss_maskiou": 0.0070231681456789374, "loss_sem_seg": 0.3060047305189073, "lr": 0.01, "mask_rcnn/accuracy": 0.8844776065668203, "mask_rcnn/false_negative": 0.08582237493728623, "mask_rcnn/false_positive": 0.16500179002172236, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7899594428017735, "total_loss": 1.7178744072516565} {"data_time": 0.01551993377506733, "eta_seconds": 161279.131713734, "iteration": 64039, "loss_fcos_cls": 0.2945127438288182, "loss_fcos_ctr": 0.6240935064852238, "loss_fcos_loc": 0.21937055001035333, "loss_mask": 0.29412135295569897, "loss_maskiou": 0.007267968881933484, "loss_sem_seg": 0.35717793507501483, "lr": 0.01, "mask_rcnn/accuracy": 0.8721319692483369, "mask_rcnn/false_negative": 0.10168834920061337, "mask_rcnn/false_positive": 0.15031406201266867, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7882513729855418, "total_loss": 1.7841578965017106} {"data_time": 0.017375266179442406, "eta_seconds": 161294.13228834607, "iteration": 64059, "loss_fcos_cls": 0.2846518859732896, "loss_fcos_ctr": 0.6248609903268516, "loss_fcos_loc": 0.21858666697517037, "loss_mask": 0.2957642301917076, "loss_maskiou": 0.00741306807321962, "loss_sem_seg": 0.32178495777770877, "lr": 0.01, "mask_rcnn/accuracy": 0.8688850298495687, "mask_rcnn/false_negative": 0.11894851683975097, "mask_rcnn/false_positive": 0.14432987532647065, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.7832779604941607, "total_loss": 1.729341646489047} {"data_time": 0.017383520491421223, "eta_seconds": 161247.8094475353, "iteration": 64079, "loss_fcos_cls": 0.29396777774672955, "loss_fcos_ctr": 0.6257042270153761, "loss_fcos_loc": 0.22335824696347117, "loss_mask": 0.2972356704995036, "loss_maskiou": 0.007520928906160407, "loss_sem_seg": 0.36096547031775117, "lr": 0.01, "mask_rcnn/accuracy": 0.8558227926190629, "mask_rcnn/false_negative": 0.10857482655601217, "mask_rcnn/false_positive": 0.17125385211877123, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.5, "time": 0.779431227594614, "total_loss": 1.7817636740510352} {"data_time": 0.015416846610605717, "eta_seconds": 161262.80406671204, "iteration": 64099, "loss_fcos_cls": 0.2944752834737301, "loss_fcos_ctr": 0.6256090188398957, "loss_fcos_loc": 0.2193629324901849, "loss_mask": 0.30839051492512226, "loss_maskiou": 0.007401377923088148, "loss_sem_seg": 0.32030690438114107, "lr": 0.01, "mask_rcnn/accuracy": 0.865509621049703, "mask_rcnn/false_negative": 0.10499781266264135, "mask_rcnn/false_positive": 0.13981533194711748, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.75, "time": 0.7838698336854577, "total_loss": 1.7805171958025312} {"data_time": 0.016474694944918156, "eta_seconds": 161214.0277115386, "iteration": 64119, "loss_fcos_cls": 0.27786348294466734, "loss_fcos_ctr": 0.6240356490015984, "loss_fcos_loc": 0.2125995997339487, "loss_mask": 0.2872722502797842, "loss_maskiou": 0.007511306041124044, "loss_sem_seg": 0.3091891151852906, "lr": 0.01, "mask_rcnn/accuracy": 0.8627515207728015, "mask_rcnn/false_negative": 0.10945865454169945, "mask_rcnn/false_positive": 0.15552928212234318, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.0, "time": 0.7764067770913243, "total_loss": 1.6897820595477242} {"data_time": 0.016444258391857147, "eta_seconds": 161183.38519896567, "iteration": 64139, "loss_fcos_cls": 0.27777371974661946, "loss_fcos_ctr": 0.6258532672654837, "loss_fcos_loc": 0.21780934720300138, "loss_mask": 0.29836404137313366, "loss_maskiou": 0.00802784546976909, "loss_sem_seg": 0.32115894253365695, "lr": 0.01, "mask_rcnn/accuracy": 0.8543873501781665, "mask_rcnn/false_negative": 0.12027346574451357, "mask_rcnn/false_positive": 0.15941196266334917, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 32.5, "time": 0.7897983370348811, "total_loss": 1.7278852831805125} {"data_time": 0.01593864429742098, "eta_seconds": 161131.50935410894, "iteration": 64159, "loss_fcos_cls": 0.300922570284456, "loss_fcos_ctr": 0.6237576361745596, "loss_fcos_loc": 0.21365370333660394, "loss_mask": 0.2903580255806446, "loss_maskiou": 0.007660397146537434, "loss_sem_seg": 0.3261628351174295, "lr": 0.01, "mask_rcnn/accuracy": 0.873547335600907, "mask_rcnn/false_negative": 0.10204670872429553, "mask_rcnn/false_positive": 0.13889751081547236, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.25, "time": 0.7762833461165428, "total_loss": 1.759493428733549} {"data_time": 0.01689607184380293, "eta_seconds": 161107.30444183107, "iteration": 64179, "loss_fcos_cls": 0.3015969358384609, "loss_fcos_ctr": 0.6233192011713982, "loss_fcos_loc": 0.22096680593676865, "loss_mask": 0.29900103993713856, "loss_maskiou": 0.007428367942338809, "loss_sem_seg": 0.3608250868273899, "lr": 0.01, "mask_rcnn/accuracy": 0.8562394767228925, "mask_rcnn/false_negative": 0.10742363387968129, "mask_rcnn/false_positive": 0.18066939238137425, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.75, "time": 0.7804755782708526, "total_loss": 1.8106298150814837} {"data_time": 0.01609611976891756, "eta_seconds": 161230.4749957295, "iteration": 64199, "loss_fcos_cls": 0.28609511628746986, "loss_fcos_ctr": 0.6236265767365694, "loss_fcos_loc": 0.2174437512876466, "loss_mask": 0.2924670083448291, "loss_maskiou": 0.0070763799449196085, "loss_sem_seg": 0.3193666455335915, "lr": 0.01, "mask_rcnn/accuracy": 0.8766831402528008, "mask_rcnn/false_negative": 0.08214372307575676, "mask_rcnn/false_positive": 0.15378572858162487, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 25.0, "time": 0.7954500187188387, "total_loss": 1.7624021208612248} {"data_time": 0.015902829356491566, "eta_seconds": 161199.01419646945, "iteration": 64219, "loss_fcos_cls": 0.28442858264315873, "loss_fcos_ctr": 0.6260713143274188, "loss_fcos_loc": 0.21412144775968045, "loss_mask": 0.2837765170261264, "loss_maskiou": 0.007543800966232084, "loss_sem_seg": 0.28155918745324016, "lr": 0.01, "mask_rcnn/accuracy": 0.8929511071846772, "mask_rcnn/false_negative": 0.09792296309255483, "mask_rcnn/false_positive": 0.13405209970216364, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7733471523970366, "total_loss": 1.7169533853011671} {"data_time": 0.016889466904103756, "eta_seconds": 161153.15529099293, "iteration": 64239, "loss_fcos_cls": 0.28736670687794685, "loss_fcos_ctr": 0.622651276178658, "loss_fcos_loc": 0.21846225298941135, "loss_mask": 0.28688885644078255, "loss_maskiou": 0.007385603923466988, "loss_sem_seg": 0.32210701797157526, "lr": 0.01, "mask_rcnn/accuracy": 0.8714467930029155, "mask_rcnn/false_negative": 0.10436970220995043, "mask_rcnn/false_positive": 0.1316222177545912, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.0, "time": 0.7688270378857851, "total_loss": 1.7462012725372915} {"data_time": 0.01909648533910513, "eta_seconds": 161137.49118017592, "iteration": 64259, "loss_fcos_cls": 0.2931143922614865, "loss_fcos_ctr": 0.6280343681573868, "loss_fcos_loc": 0.22859793592942879, "loss_mask": 0.30178139824420214, "loss_maskiou": 0.008122964412905276, "loss_sem_seg": 0.3458752795122564, "lr": 0.01, "mask_rcnn/accuracy": 0.8482867649245225, "mask_rcnn/false_negative": 0.13240935322421654, "mask_rcnn/false_positive": 0.16381465094879763, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7866807477548718, "total_loss": 1.8088202233884658} {"data_time": 0.015782680362462997, "eta_seconds": 161049.88538493682, "iteration": 64279, "loss_fcos_cls": 0.288035259116441, "loss_fcos_ctr": 0.6196292107924819, "loss_fcos_loc": 0.20816015475429595, "loss_mask": 0.28616432938724756, "loss_maskiou": 0.006632224365603179, "loss_sem_seg": 0.3040785058401525, "lr": 0.01, "mask_rcnn/accuracy": 0.8824351615646259, "mask_rcnn/false_negative": 0.09021379810314673, "mask_rcnn/false_positive": 0.15880249547146594, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7747569875791669, "total_loss": 1.713939702443895} {"data_time": 0.018382549285888672, "eta_seconds": 161058.10968960822, "iteration": 64299, "loss_fcos_cls": 0.2919332114979625, "loss_fcos_ctr": 0.6250773752108216, "loss_fcos_loc": 0.2235238195862621, "loss_mask": 0.28771595284342766, "loss_maskiou": 0.006673268479062244, "loss_sem_seg": 0.2956072171218693, "lr": 0.01, "mask_rcnn/accuracy": 0.8666149068322981, "mask_rcnn/false_negative": 0.1019929257989119, "mask_rcnn/false_positive": 0.17192273335402453, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.7807374047115445, "total_loss": 1.7241509923624108} {"data_time": 0.017155272886157036, "eta_seconds": 161033.55652720015, "iteration": 64319, "loss_fcos_cls": 0.2885897883679718, "loss_fcos_ctr": 0.6240893616341054, "loss_fcos_loc": 0.21523588290438056, "loss_mask": 0.2764469441026449, "loss_maskiou": 0.006705746025545523, "loss_sem_seg": 0.31531523587182164, "lr": 0.01, "mask_rcnn/accuracy": 0.8649692277323018, "mask_rcnn/false_negative": 0.09050149796913007, "mask_rcnn/false_positive": 0.15843180749367491, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7683966122567654, "total_loss": 1.7517851874945336} {"data_time": 0.01649929489940405, "eta_seconds": 161031.32391210552, "iteration": 64339, "loss_fcos_cls": 0.2822507433593273, "loss_fcos_ctr": 0.6258042864501476, "loss_fcos_loc": 0.2220616473350674, "loss_mask": 0.2924553104676306, "loss_maskiou": 0.007366474928858224, "loss_sem_seg": 0.34588562068529427, "lr": 0.01, "mask_rcnn/accuracy": 0.8746456916099773, "mask_rcnn/false_negative": 0.09386982981121819, "mask_rcnn/false_positive": 0.1456855186982739, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.8030370688065886, "total_loss": 1.7740988059958909} {"data_time": 0.018802394159138203, "eta_seconds": 161002.23937947582, "iteration": 64359, "loss_fcos_cls": 0.2871869516093284, "loss_fcos_ctr": 0.6232299413532019, "loss_fcos_loc": 0.21653147297911346, "loss_mask": 0.3035747827962041, "loss_maskiou": 0.0083489239186747, "loss_sem_seg": 0.327817939221859, "lr": 0.01, "mask_rcnn/accuracy": 0.8762597099650671, "mask_rcnn/false_negative": 0.09957791764897847, "mask_rcnn/false_positive": 0.15850008933597903, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.7734629083424807, "total_loss": 1.7728736620920245} {"data_time": 0.018947741016745567, "eta_seconds": 161000.0041531017, "iteration": 64379, "loss_fcos_cls": 0.28680640924721956, "loss_fcos_ctr": 0.6223945869132876, "loss_fcos_loc": 0.2142949008848518, "loss_mask": 0.303332625888288, "loss_maskiou": 0.007476518701878376, "loss_sem_seg": 0.3320242967456579, "lr": 0.01, "mask_rcnn/accuracy": 0.8456191716158493, "mask_rcnn/false_negative": 0.14210406387497657, "mask_rcnn/false_positive": 0.14936518093508533, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 29.25, "time": 0.7829454857856035, "total_loss": 1.7842037503360189} {"data_time": 0.01565321534872055, "eta_seconds": 161012.96549108997, "iteration": 64399, "loss_fcos_cls": 0.30128052458167076, "loss_fcos_ctr": 0.6244214000180364, "loss_fcos_loc": 0.22522151237353683, "loss_mask": 0.2983504058793187, "loss_maskiou": 0.007267252178280614, "loss_sem_seg": 0.3568567866459489, "lr": 0.01, "mask_rcnn/accuracy": 0.8561418207757947, "mask_rcnn/false_negative": 0.11614739356184062, "mask_rcnn/false_positive": 0.14565814041073796, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.5, "time": 0.7847762908786535, "total_loss": 1.7925088276533643} {"data_time": 0.015124495141208172, "eta_seconds": 160955.26365788933, "iteration": 64419, "loss_fcos_cls": 0.29634058056399226, "loss_fcos_ctr": 0.6206543468870223, "loss_fcos_loc": 0.2168521007988602, "loss_mask": 0.3019267343915999, "loss_maskiou": 0.007312390138395131, "loss_sem_seg": 0.312033299356699, "lr": 0.01, "mask_rcnn/accuracy": 0.8468254980563654, "mask_rcnn/false_negative": 0.10348553114999325, "mask_rcnn/false_positive": 0.19573161186245353, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.776375874876976, "total_loss": 1.7568868535090587} {"data_time": 0.016013829968869686, "eta_seconds": 160981.64016378298, "iteration": 64439, "loss_fcos_cls": 0.2897218836005777, "loss_fcos_ctr": 0.6219834233634174, "loss_fcos_loc": 0.2120410385541618, "loss_mask": 0.28474475257098675, "loss_maskiou": 0.007136785498005338, "loss_sem_seg": 0.37063834979198873, "lr": 0.01, "mask_rcnn/accuracy": 0.8712860144057624, "mask_rcnn/false_negative": 0.07643925828561679, "mask_rcnn/false_positive": 0.16086116625213462, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.800499964505434, "total_loss": 1.7817676314443815} {"data_time": 0.015200698748230934, "eta_seconds": 161002.58771769982, "iteration": 64459, "loss_fcos_cls": 0.28698785090819, "loss_fcos_ctr": 0.6215617200359702, "loss_fcos_loc": 0.20851146173663437, "loss_mask": 0.2857408281415701, "loss_maskiou": 0.007322960591409355, "loss_sem_seg": 0.3259172197431326, "lr": 0.01, "mask_rcnn/accuracy": 0.8935001895779957, "mask_rcnn/false_negative": 0.08697226505565533, "mask_rcnn/false_positive": 0.12948963489485882, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7779918238520622, "total_loss": 1.7356976364244474} {"data_time": 0.016649813391268253, "eta_seconds": 161009.0767763676, "iteration": 64479, "loss_fcos_cls": 0.2939748204080388, "loss_fcos_ctr": 0.6249225186184049, "loss_fcos_loc": 0.22574392426759005, "loss_mask": 0.29102261271327734, "loss_maskiou": 0.007279123266926035, "loss_sem_seg": 0.3200265779159963, "lr": 0.01, "mask_rcnn/accuracy": 0.8811992281920265, "mask_rcnn/false_negative": 0.11324862947609468, "mask_rcnn/false_positive": 0.12213970558666339, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7896385733038187, "total_loss": 1.7555247164709726} {"data_time": 0.015047973953187466, "eta_seconds": 161056.5213659946, "iteration": 64499, "loss_fcos_cls": 0.28623745683580637, "loss_fcos_ctr": 0.6241079540923238, "loss_fcos_loc": 0.21262235008180141, "loss_mask": 0.30156438890844584, "loss_maskiou": 0.007417549903038889, "loss_sem_seg": 0.3615429890342057, "lr": 0.01, "mask_rcnn/accuracy": 0.8800367223502304, "mask_rcnn/false_negative": 0.09930866279501277, "mask_rcnn/false_positive": 0.13832594903665058, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7993677565827966, "total_loss": 1.7822613462922163} {"data_time": 0.016219941899180412, "eta_seconds": 160995.18904636893, "iteration": 64519, "loss_fcos_cls": 0.2956032743677497, "loss_fcos_ctr": 0.6238615997135639, "loss_fcos_loc": 0.21572718070819974, "loss_mask": 0.2889147736132145, "loss_maskiou": 0.007391888502752408, "loss_sem_seg": 0.317702847532928, "lr": 0.01, "mask_rcnn/accuracy": 0.8890648955263617, "mask_rcnn/false_negative": 0.07710727928725035, "mask_rcnn/false_positive": 0.14436409837710518, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.5, "time": 0.7900861222296953, "total_loss": 1.7535427178954706} {"data_time": 0.015098932199180126, "eta_seconds": 160962.07163038943, "iteration": 64539, "loss_fcos_cls": 0.28333728737197816, "loss_fcos_ctr": 0.6223283037543297, "loss_fcos_loc": 0.20813523419201374, "loss_mask": 0.2804192267358303, "loss_maskiou": 0.00681435527803842, "loss_sem_seg": 0.2953186072409153, "lr": 0.01, "mask_rcnn/accuracy": 0.8779098841917718, "mask_rcnn/false_negative": 0.09627794759740738, "mask_rcnn/false_positive": 0.1562213214115744, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7898698672652245, "total_loss": 1.7131626746268012} {"data_time": 0.01770294550806284, "eta_seconds": 160946.4032483967, "iteration": 64559, "loss_fcos_cls": 0.28725469554774463, "loss_fcos_ctr": 0.6225318857468665, "loss_fcos_loc": 0.21976913104299456, "loss_mask": 0.2948828125372529, "loss_maskiou": 0.007914719230029732, "loss_sem_seg": 0.32675300166010857, "lr": 0.01, "mask_rcnn/accuracy": 0.866569484936832, "mask_rcnn/false_negative": 0.11272211804068927, "mask_rcnn/false_positive": 0.18503507263425048, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 31.0, "time": 0.7757239798083901, "total_loss": 1.7619102471944643} {"data_time": 0.01619978714734316, "eta_seconds": 160946.49945791345, "iteration": 64579, "loss_fcos_cls": 0.2924527081195265, "loss_fcos_ctr": 0.6248381026089191, "loss_fcos_loc": 0.23080945562105626, "loss_mask": 0.3050316544249654, "loss_maskiou": 0.007861520542064682, "loss_sem_seg": 0.33892796747386456, "lr": 0.01, "mask_rcnn/accuracy": 0.8688559354077598, "mask_rcnn/false_negative": 0.12336497136355024, "mask_rcnn/false_positive": 0.15016509935437589, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.75, "time": 0.7890296801924706, "total_loss": 1.8275094645941863} {"data_time": 0.019668038934469223, "eta_seconds": 160878.06169410143, "iteration": 64599, "loss_fcos_cls": 0.28071948420256376, "loss_fcos_ctr": 0.6241666665300727, "loss_fcos_loc": 0.21477103664074093, "loss_mask": 0.30786892771720886, "loss_maskiou": 0.007322368212044239, "loss_sem_seg": 0.3359670815989375, "lr": 0.01, "mask_rcnn/accuracy": 0.8547706359329446, "mask_rcnn/false_negative": 0.11614779561875418, "mask_rcnn/false_positive": 0.18038927043443706, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7667017569765449, "total_loss": 1.7567447707187966} {"data_time": 0.015798354521393776, "eta_seconds": 160899.39810241852, "iteration": 64619, "loss_fcos_cls": 0.2819340496789664, "loss_fcos_ctr": 0.6233806009404361, "loss_fcos_loc": 0.2150882980786264, "loss_mask": 0.3015803089365363, "loss_maskiou": 0.007026723760645837, "loss_sem_seg": 0.345526619348675, "lr": 0.01, "mask_rcnn/accuracy": 0.8573592383381924, "mask_rcnn/false_negative": 0.11489521036798162, "mask_rcnn/false_positive": 0.18403320340029847, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7887319093570113, "total_loss": 1.7689519635023316} {"data_time": 0.0164882754907012, "eta_seconds": 160901.1685642535, "iteration": 64639, "loss_fcos_cls": 0.28025646635796875, "loss_fcos_ctr": 0.6234758486971259, "loss_fcos_loc": 0.21617763035465032, "loss_mask": 0.29857888631522655, "loss_maskiou": 0.007201119442470372, "loss_sem_seg": 0.30977376690134406, "lr": 0.01, "mask_rcnn/accuracy": 0.8679138321995465, "mask_rcnn/false_negative": 0.09791702257114634, "mask_rcnn/false_positive": 0.15843966192378015, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7859939243644476, "total_loss": 1.759333718830021} {"data_time": 0.01684092078357935, "eta_seconds": 160966.09469905123, "iteration": 64659, "loss_fcos_cls": 0.28085775300860405, "loss_fcos_ctr": 0.6247490076348186, "loss_fcos_loc": 0.21550846542231739, "loss_mask": 0.29047268629074097, "loss_maskiou": 0.007220073304779362, "loss_sem_seg": 0.2954914099536836, "lr": 0.01, "mask_rcnn/accuracy": 0.8609993885804641, "mask_rcnn/false_negative": 0.11520969961305155, "mask_rcnn/false_positive": 0.14385436712763447, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7878562677651644, "total_loss": 1.7375510886340635} {"data_time": 0.017006569541990757, "eta_seconds": 161154.71706956625, "iteration": 64679, "loss_fcos_cls": 0.28842879901640117, "loss_fcos_ctr": 0.6223634099587798, "loss_fcos_loc": 0.21942862891592085, "loss_mask": 0.2878244984894991, "loss_maskiou": 0.006839922010840382, "loss_sem_seg": 0.3491254774853587, "lr": 0.01, "mask_rcnn/accuracy": 0.8649147547217645, "mask_rcnn/false_negative": 0.0900996887759382, "mask_rcnn/false_positive": 0.1346717921240602, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7979401824995875, "total_loss": 1.75219660368748} {"data_time": 0.016293206252157688, "eta_seconds": 161002.8625786947, "iteration": 64699, "loss_fcos_cls": 0.295518608414568, "loss_fcos_ctr": 0.6249149832874537, "loss_fcos_loc": 0.22052294597961009, "loss_mask": 0.28841995634138584, "loss_maskiou": 0.006693574629025534, "loss_sem_seg": 0.334737965837121, "lr": 0.01, "mask_rcnn/accuracy": 0.8719536992952006, "mask_rcnn/false_negative": 0.11713203232232529, "mask_rcnn/false_positive": 0.13009663768718954, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.756204872392118, "total_loss": 1.7937164509348804} {"data_time": 0.017388836480677128, "eta_seconds": 161074.6403326923, "iteration": 64719, "loss_fcos_cls": 0.29272641404531896, "loss_fcos_ctr": 0.6226210575550795, "loss_fcos_loc": 0.21702640620060265, "loss_mask": 0.3019520714879036, "loss_maskiou": 0.007501011859858409, "loss_sem_seg": 0.3527376018464565, "lr": 0.01, "mask_rcnn/accuracy": 0.8802918395552324, "mask_rcnn/false_negative": 0.10786649526967365, "mask_rcnn/false_positive": 0.13517133588014196, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 37.25, "time": 0.7989983251318336, "total_loss": 1.8002907333575422} {"data_time": 0.015356496907770634, "eta_seconds": 161127.64879173972, "iteration": 64739, "loss_fcos_cls": 0.28363977326080203, "loss_fcos_ctr": 0.62537747528404, "loss_fcos_loc": 0.2133653403725475, "loss_mask": 0.2859990820288658, "loss_maskiou": 0.007506004083552398, "loss_sem_seg": 0.31610311835538596, "lr": 0.01, "mask_rcnn/accuracy": 0.874854763651461, "mask_rcnn/false_negative": 0.09468464966297704, "mask_rcnn/false_positive": 0.17125404379432646, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7974952394142747, "total_loss": 1.7670878292410634} {"data_time": 0.016520366072654724, "eta_seconds": 161111.94900962897, "iteration": 64759, "loss_fcos_cls": 0.2747954613296315, "loss_fcos_ctr": 0.6222432805225253, "loss_fcos_loc": 0.20886444603092968, "loss_mask": 0.291605181992054, "loss_maskiou": 0.007571446614747401, "loss_sem_seg": 0.3238630136474967, "lr": 0.01, "mask_rcnn/accuracy": 0.8842552205573776, "mask_rcnn/false_negative": 0.07831815926619964, "mask_rcnn/false_positive": 0.16047683204308585, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.8041577637195587, "total_loss": 1.7232405568938702} {"data_time": 0.016527981497347355, "eta_seconds": 161173.60021548718, "iteration": 64779, "loss_fcos_cls": 0.26959791290573776, "loss_fcos_ctr": 0.6241489062085748, "loss_fcos_loc": 0.2117218265775591, "loss_mask": 0.2932176711037755, "loss_maskiou": 0.006633683638938237, "loss_sem_seg": 0.3251248253509402, "lr": 0.01, "mask_rcnn/accuracy": 0.8788675809939908, "mask_rcnn/false_negative": 0.09929599818282048, "mask_rcnn/false_positive": 0.15405562982349447, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7943443050608039, "total_loss": 1.7284845201356802} {"data_time": 0.016745329834520817, "eta_seconds": 161139.10866682697, "iteration": 64799, "loss_fcos_cls": 0.29513458372093737, "loss_fcos_ctr": 0.6230259789153934, "loss_fcos_loc": 0.21930817665997893, "loss_mask": 0.294900163076818, "loss_maskiou": 0.007447810494340956, "loss_sem_seg": 0.3045219057239592, "lr": 0.01, "mask_rcnn/accuracy": 0.8572480188884064, "mask_rcnn/false_negative": 0.12485937178426211, "mask_rcnn/false_positive": 0.15527392191890793, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.0, "time": 0.7659126603975892, "total_loss": 1.7782161295763217} {"data_time": 0.015141543932259083, "eta_seconds": 161064.8496632967, "iteration": 64819, "loss_fcos_cls": 0.2717485020402819, "loss_fcos_ctr": 0.6216728948056698, "loss_fcos_loc": 0.2013618879718706, "loss_mask": 0.28836674336344004, "loss_maskiou": 0.0070201138441916555, "loss_sem_seg": 0.3534523007692769, "lr": 0.01, "mask_rcnn/accuracy": 0.8727655589262732, "mask_rcnn/false_negative": 0.0901600777194573, "mask_rcnn/false_positive": 0.16655863548950717, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.25, "time": 0.7732740016654134, "total_loss": 1.7643132496450562} {"data_time": 0.017223711125552654, "eta_seconds": 161095.58015137352, "iteration": 64839, "loss_fcos_cls": 0.2966808844357729, "loss_fcos_ctr": 0.6244885316118598, "loss_fcos_loc": 0.2211348512209952, "loss_mask": 0.2876697815954685, "loss_maskiou": 0.006987047323491424, "loss_sem_seg": 0.3306288216263056, "lr": 0.01, "mask_rcnn/accuracy": 0.8750214921133288, "mask_rcnn/false_negative": 0.1030048299542129, "mask_rcnn/false_positive": 0.13578254824832814, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.8047391623258591, "total_loss": 1.7820718030270655} {"data_time": 0.017840497195720673, "eta_seconds": 161033.4500990752, "iteration": 64859, "loss_fcos_cls": 0.2973714331164956, "loss_fcos_ctr": 0.6229257471859455, "loss_fcos_loc": 0.2157564691733569, "loss_mask": 0.3059453200548887, "loss_maskiou": 0.006986606851569377, "loss_sem_seg": 0.32367652049288154, "lr": 0.01, "mask_rcnn/accuracy": 0.8597642854529106, "mask_rcnn/false_negative": 0.1111108932441392, "mask_rcnn/false_positive": 0.1880699556761023, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7710754619911313, "total_loss": 1.7861689364071935} {"data_time": 0.015686407685279846, "eta_seconds": 161046.79796413425, "iteration": 64879, "loss_fcos_cls": 0.28870239527896047, "loss_fcos_ctr": 0.6251782686449587, "loss_fcos_loc": 0.21502316440455616, "loss_mask": 0.2986700301989913, "loss_maskiou": 0.00766016382840462, "loss_sem_seg": 0.3615904771722853, "lr": 0.01, "mask_rcnn/accuracy": 0.8749014330042795, "mask_rcnn/false_negative": 0.09452269586542375, "mask_rcnn/false_positive": 0.15423469326674863, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7931832550093532, "total_loss": 1.8137417839898262} {"data_time": 0.01608189009130001, "eta_seconds": 161055.71720794681, "iteration": 64899, "loss_fcos_cls": 0.2866069837473333, "loss_fcos_ctr": 0.6253852508962154, "loss_fcos_loc": 0.21931254246737808, "loss_mask": 0.3044574810191989, "loss_maskiou": 0.007109050493454561, "loss_sem_seg": 0.31660237652249634, "lr": 0.01, "mask_rcnn/accuracy": 0.8713100908285334, "mask_rcnn/false_negative": 0.10960793520091017, "mask_rcnn/false_positive": 0.1497541701673874, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7822901466861367, "total_loss": 1.7413259204186033} {"data_time": 0.01788519136607647, "eta_seconds": 161040.01219264138, "iteration": 64919, "loss_fcos_cls": 0.28904937021434307, "loss_fcos_ctr": 0.6212730091065168, "loss_fcos_loc": 0.20960028702393174, "loss_mask": 0.3047008188441396, "loss_maskiou": 0.00724994826305192, "loss_sem_seg": 0.31054080836474895, "lr": 0.01, "mask_rcnn/accuracy": 0.8632922335600908, "mask_rcnn/false_negative": 0.10371073510234582, "mask_rcnn/false_positive": 0.16412243785146702, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7700401414185762, "total_loss": 1.7686626384493138} {"data_time": 0.01710755843669176, "eta_seconds": 160902.016364214, "iteration": 64939, "loss_fcos_cls": 0.2905881095211953, "loss_fcos_ctr": 0.6258463766425848, "loss_fcos_loc": 0.22428047424182296, "loss_mask": 0.28773154225200415, "loss_maskiou": 0.00819977445485165, "loss_sem_seg": 0.32450690399855375, "lr": 0.01, "mask_rcnn/accuracy": 0.871200590416579, "mask_rcnn/false_negative": 0.10373636546797665, "mask_rcnn/false_positive": 0.14064782168239248, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.75, "time": 0.7703573470935225, "total_loss": 1.7810019246664979} {"data_time": 0.01629825495183468, "eta_seconds": 160683.47980232444, "iteration": 64959, "loss_fcos_cls": 0.2912008739076555, "loss_fcos_ctr": 0.6258075013756752, "loss_fcos_loc": 0.22346191201359034, "loss_mask": 0.29473126865923405, "loss_maskiou": 0.007064081451972015, "loss_sem_seg": 0.34657813771627843, "lr": 0.01, "mask_rcnn/accuracy": 0.8619897959183673, "mask_rcnn/false_negative": 0.09719885868476566, "mask_rcnn/false_positive": 0.17033682198872174, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.7768109738826752, "total_loss": 1.7850597353244666} {"data_time": 0.015486832708120346, "eta_seconds": 160707.5609234888, "iteration": 64979, "loss_fcos_cls": 0.2867396860383451, "loss_fcos_ctr": 0.6221725614741445, "loss_fcos_loc": 0.21393886674195528, "loss_mask": 0.2890194784849882, "loss_maskiou": 0.006952142677619122, "loss_sem_seg": 0.3330076392740011, "lr": 0.01, "mask_rcnn/accuracy": 0.8794163974570042, "mask_rcnn/false_negative": 0.08196202274021201, "mask_rcnn/false_positive": 0.1278849847962705, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7850587796419859, "total_loss": 1.7582248578983126} {"data_time": 0.01626470871269703, "eta_seconds": 160706.40871142596, "iteration": 64999, "loss_fcos_cls": 0.29913802491500974, "loss_fcos_ctr": 0.6241973703727126, "loss_fcos_loc": 0.21247630706056952, "loss_mask": 0.29955994989722967, "loss_maskiou": 0.007849862420698628, "loss_sem_seg": 0.31399215245619416, "lr": 0.01, "mask_rcnn/accuracy": 0.8688270762850595, "mask_rcnn/false_negative": 0.0946717067663416, "mask_rcnn/false_positive": 0.16096704967263276, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.75, "time": 0.800968830473721, "total_loss": 1.7471381372015458} {"data_time": 0.01599665731191635, "eta_seconds": 160636.45989514422, "iteration": 65019, "loss_fcos_cls": 0.2886278312653303, "loss_fcos_ctr": 0.62528445571661, "loss_fcos_loc": 0.2177795444149524, "loss_mask": 0.29709756281226873, "loss_maskiou": 0.007472107550711371, "loss_sem_seg": 0.3272811039350927, "lr": 0.01, "mask_rcnn/accuracy": 0.8592103550603915, "mask_rcnn/false_negative": 0.13022086012913242, "mask_rcnn/false_positive": 0.1532461093213675, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7780864387750626, "total_loss": 1.7604989863029914} {"data_time": 0.016431881114840508, "eta_seconds": 160573.68767566513, "iteration": 65039, "loss_fcos_cls": 0.29673010809347034, "loss_fcos_ctr": 0.6217676671221852, "loss_fcos_loc": 0.20792685355991125, "loss_mask": 0.29757170425727963, "loss_maskiou": 0.007206036818388384, "loss_sem_seg": 0.3761585112661123, "lr": 0.01, "mask_rcnn/accuracy": 0.8490295185556036, "mask_rcnn/false_negative": 0.09736937891179243, "mask_rcnn/false_positive": 0.1933786977471631, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7792489305138588, "total_loss": 1.8335592902440112} {"data_time": 0.01754366047680378, "eta_seconds": 160558.01896916237, "iteration": 65059, "loss_fcos_cls": 0.2927450481802225, "loss_fcos_ctr": 0.6242912923917174, "loss_fcos_loc": 0.22111583151854575, "loss_mask": 0.28757870849221945, "loss_maskiou": 0.006674391217529774, "loss_sem_seg": 0.32941233925521374, "lr": 0.01, "mask_rcnn/accuracy": 0.8669038177105948, "mask_rcnn/false_negative": 0.11824414884748688, "mask_rcnn/false_positive": 0.1466145245459745, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7813988840207458, "total_loss": 1.7476482586062048} {"data_time": 0.01616368629038334, "eta_seconds": 160629.17502110638, "iteration": 65079, "loss_fcos_cls": 0.28610700462013483, "loss_fcos_ctr": 0.6234193658456206, "loss_fcos_loc": 0.21737163397483528, "loss_mask": 0.3068246627226472, "loss_maskiou": 0.007912938912340906, "loss_sem_seg": 0.3377746785990894, "lr": 0.01, "mask_rcnn/accuracy": 0.8633720233099116, "mask_rcnn/false_negative": 0.11457970712585297, "mask_rcnn/false_positive": 0.16673791676017133, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7951823612675071, "total_loss": 1.7851700393803185} {"data_time": 0.01623669918626547, "eta_seconds": 160624.53633990418, "iteration": 65099, "loss_fcos_cls": 0.29683862742967904, "loss_fcos_ctr": 0.6230372646823525, "loss_fcos_loc": 0.2197999912314117, "loss_mask": 0.28272887505590916, "loss_maskiou": 0.007208559669379611, "loss_sem_seg": 0.3404501639306545, "lr": 0.01, "mask_rcnn/accuracy": 0.8499395702827841, "mask_rcnn/false_negative": 0.12202603963988293, "mask_rcnn/false_positive": 0.18166831469810296, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.0, "time": 0.7880413373932242, "total_loss": 1.7609548249165528} {"data_time": 0.016097082756459713, "eta_seconds": 160616.5397230545, "iteration": 65119, "loss_fcos_cls": 0.31059902580454946, "loss_fcos_ctr": 0.6235198667272925, "loss_fcos_loc": 0.2234071590937674, "loss_mask": 0.3006194056943059, "loss_maskiou": 0.007845731626730412, "loss_sem_seg": 0.3563131373375654, "lr": 0.01, "mask_rcnn/accuracy": 0.8865490316192266, "mask_rcnn/false_negative": 0.09809965204645818, "mask_rcnn/false_positive": 0.1538533790967347, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7739793099462986, "total_loss": 1.8826379924284993} {"data_time": 0.018357018940150738, "eta_seconds": 160600.86071526725, "iteration": 65139, "loss_fcos_cls": 0.2931454419158399, "loss_fcos_ctr": 0.625711714848876, "loss_fcos_loc": 0.2223929378669709, "loss_mask": 0.301994314417243, "loss_maskiou": 0.007583790647913702, "loss_sem_seg": 0.31397149665281177, "lr": 0.01, "mask_rcnn/accuracy": 0.8590068413729128, "mask_rcnn/false_negative": 0.11948827612370941, "mask_rcnn/false_positive": 0.15791493268566947, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7897476721554995, "total_loss": 1.779277299385285} {"data_time": 0.015811017714440823, "eta_seconds": 160617.71061058342, "iteration": 65159, "loss_fcos_cls": 0.28494122298434377, "loss_fcos_ctr": 0.621869720518589, "loss_fcos_loc": 0.20960290892980993, "loss_mask": 0.2821826580911875, "loss_maskiou": 0.00635419953323435, "loss_sem_seg": 0.30770711437799037, "lr": 0.01, "mask_rcnn/accuracy": 0.8828610908649174, "mask_rcnn/false_negative": 0.10550660507350801, "mask_rcnn/false_positive": 0.13455168670424872, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 28.75, "time": 0.7857223274186254, "total_loss": 1.7103007064870326} {"data_time": 0.016363130882382393, "eta_seconds": 160602.0284267813, "iteration": 65179, "loss_fcos_cls": 0.2900680364109576, "loss_fcos_ctr": 0.6196185508742929, "loss_fcos_loc": 0.22167201642878354, "loss_mask": 0.2937106457538903, "loss_maskiou": 0.007328919964493252, "loss_sem_seg": 0.30810853047296405, "lr": 0.01, "mask_rcnn/accuracy": 0.8715189928711211, "mask_rcnn/false_negative": 0.09891682764429686, "mask_rcnn/false_positive": 0.15302682504527132, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7678270088508725, "total_loss": 1.7462885722488863} {"data_time": 0.01625247672200203, "eta_seconds": 160570.552365507, "iteration": 65199, "loss_fcos_cls": 0.28916048258543015, "loss_fcos_ctr": 0.6240911986678839, "loss_fcos_loc": 0.2116708615794778, "loss_mask": 0.29608525428920984, "loss_maskiou": 0.007560701662441716, "loss_sem_seg": 0.32651640358380973, "lr": 0.01, "mask_rcnn/accuracy": 0.880980180533752, "mask_rcnn/false_negative": 0.11237404673067874, "mask_rcnn/false_positive": 0.15550097133834168, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.7849569814279675, "total_loss": 1.772772307638661} {"data_time": 0.01715426705777645, "eta_seconds": 160558.75644206628, "iteration": 65219, "loss_fcos_cls": 0.287628929130733, "loss_fcos_ctr": 0.6218803930096328, "loss_fcos_loc": 0.20943795342464, "loss_mask": 0.2895773025229573, "loss_maskiou": 0.00737805302196648, "loss_sem_seg": 0.3495962703600526, "lr": 0.01, "mask_rcnn/accuracy": 0.8695527197365432, "mask_rcnn/false_negative": 0.09360725423896671, "mask_rcnn/false_positive": 0.17288026225878456, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7787951407954097, "total_loss": 1.7987378179386724} {"data_time": 0.016541145741939545, "eta_seconds": 160554.9818753749, "iteration": 65239, "loss_fcos_cls": 0.29042932158336043, "loss_fcos_ctr": 0.6253410130739212, "loss_fcos_loc": 0.22183089272584766, "loss_mask": 0.2997274361550808, "loss_maskiou": 0.00745779785211198, "loss_sem_seg": 0.3228910295292735, "lr": 0.01, "mask_rcnn/accuracy": 0.8758159298907779, "mask_rcnn/false_negative": 0.11209482258936397, "mask_rcnn/false_positive": 0.1413770194097203, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7671913411468267, "total_loss": 1.7655511827324517} {"data_time": 0.016849474050104618, "eta_seconds": 160539.29969157279, "iteration": 65259, "loss_fcos_cls": 0.2786804507486522, "loss_fcos_ctr": 0.6213296018540859, "loss_fcos_loc": 0.21350716496817768, "loss_mask": 0.3001142228022218, "loss_maskiou": 0.007377884598099627, "loss_sem_seg": 0.3227913901209831, "lr": 0.01, "mask_rcnn/accuracy": 0.8558953186537772, "mask_rcnn/false_negative": 0.09391181020296571, "mask_rcnn/false_positive": 0.19392982400218114, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7802810994908214, "total_loss": 1.750834800201119} {"data_time": 0.015365943312644958, "eta_seconds": 160573.227003132, "iteration": 65279, "loss_fcos_cls": 0.28568445704877377, "loss_fcos_ctr": 0.6236774073913693, "loss_fcos_loc": 0.21970135963056237, "loss_mask": 0.2938953125849366, "loss_maskiou": 0.007163365196902305, "loss_sem_seg": 0.30737972166389227, "lr": 0.01, "mask_rcnn/accuracy": 0.8788316737985516, "mask_rcnn/false_negative": 0.10449001495055443, "mask_rcnn/false_positive": 0.15418861604287326, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 36.25, "time": 0.7825937233865261, "total_loss": 1.7329141727241222} {"data_time": 0.01515259314328432, "eta_seconds": 160557.53997278307, "iteration": 65299, "loss_fcos_cls": 0.30097449180902913, "loss_fcos_ctr": 0.6239060796797276, "loss_fcos_loc": 0.21610318357124925, "loss_mask": 0.2900401670485735, "loss_maskiou": 0.0066423054377082735, "loss_sem_seg": 0.3104392015375197, "lr": 0.01, "mask_rcnn/accuracy": 0.8679292699222546, "mask_rcnn/false_negative": 0.12343337883510566, "mask_rcnn/false_positive": 0.15006295037435408, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.25, "time": 0.7751609422266483, "total_loss": 1.7518426444148645} {"data_time": 0.016148369759321213, "eta_seconds": 160541.85294243414, "iteration": 65319, "loss_fcos_cls": 0.2856757959816605, "loss_fcos_ctr": 0.6234988486394286, "loss_fcos_loc": 0.21287387399934232, "loss_mask": 0.31427802238613367, "loss_maskiou": 0.007332249355386011, "loss_sem_seg": 0.311605017632246, "lr": 0.01, "mask_rcnn/accuracy": 0.8546160158883374, "mask_rcnn/false_negative": 0.11161297843943752, "mask_rcnn/false_positive": 0.17930205725335036, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7782491138204932, "total_loss": 1.7838987964496482} {"data_time": 0.015281934291124344, "eta_seconds": 160464.67031702027, "iteration": 65339, "loss_fcos_cls": 0.30247511609923095, "loss_fcos_ctr": 0.6218519089743495, "loss_fcos_loc": 0.21119777532294393, "loss_mask": 0.30186669528484344, "loss_maskiou": 0.007668865968298633, "loss_sem_seg": 0.34456183994188905, "lr": 0.01, "mask_rcnn/accuracy": 0.9007918412513116, "mask_rcnn/false_negative": 0.07442251730836388, "mask_rcnn/false_positive": 0.12333317704428098, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7819539438933134, "total_loss": 1.7898959887243109} {"data_time": 0.01714685559272766, "eta_seconds": 160533.51948969252, "iteration": 65359, "loss_fcos_cls": 0.2838914224412292, "loss_fcos_ctr": 0.6228090189397335, "loss_fcos_loc": 0.2138783127302304, "loss_mask": 0.28394789434969425, "loss_maskiou": 0.006791054081986658, "loss_sem_seg": 0.29259695392102003, "lr": 0.01, "mask_rcnn/accuracy": 0.8934485653235653, "mask_rcnn/false_negative": 0.08447129538307008, "mask_rcnn/false_positive": 0.14974894247128206, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.0, "time": 0.7949890708550811, "total_loss": 1.6945174406282604} {"data_time": 0.01864052005112171, "eta_seconds": 160445.20658876002, "iteration": 65379, "loss_fcos_cls": 0.2920970506966114, "loss_fcos_ctr": 0.6255927076563239, "loss_fcos_loc": 0.22049607813823968, "loss_mask": 0.2942954273894429, "loss_maskiou": 0.007380920131254243, "loss_sem_seg": 0.31472082575783134, "lr": 0.01, "mask_rcnn/accuracy": 0.8734876538265751, "mask_rcnn/false_negative": 0.11132542951093824, "mask_rcnn/false_positive": 0.15530231193043267, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.75, "time": 0.7668204223737121, "total_loss": 1.749027263649623} {"data_time": 0.018152838572859764, "eta_seconds": 160429.5244049579, "iteration": 65399, "loss_fcos_cls": 0.2984713320620358, "loss_fcos_ctr": 0.620530650485307, "loss_fcos_loc": 0.21636023791506886, "loss_mask": 0.2906457558274269, "loss_maskiou": 0.0076710474386345595, "loss_sem_seg": 0.30373122030869126, "lr": 0.01, "mask_rcnn/accuracy": 0.8677002247759498, "mask_rcnn/false_negative": 0.10776791352955928, "mask_rcnn/false_positive": 0.16387395086417236, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7902476014569402, "total_loss": 1.7544166679872433} {"data_time": 0.016318238340318203, "eta_seconds": 160413.84222115576, "iteration": 65419, "loss_fcos_cls": 0.290035561658442, "loss_fcos_ctr": 0.6228414876386523, "loss_fcos_loc": 0.21300634229555726, "loss_mask": 0.2939757937565446, "loss_maskiou": 0.006829172576544806, "loss_sem_seg": 0.33266573678702116, "lr": 0.01, "mask_rcnn/accuracy": 0.8484716254923022, "mask_rcnn/false_negative": 0.1310173223035078, "mask_rcnn/false_positive": 0.18408957241827792, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7813751893118024, "total_loss": 1.7531683749257354} {"data_time": 0.016214306466281414, "eta_seconds": 160358.00595520344, "iteration": 65439, "loss_fcos_cls": 0.27750130207277834, "loss_fcos_ctr": 0.6218114476650953, "loss_fcos_loc": 0.20321257645264268, "loss_mask": 0.2939540995284915, "loss_maskiou": 0.00672685000608908, "loss_sem_seg": 0.31450972193852067, "lr": 0.01, "mask_rcnn/accuracy": 0.8707131994281229, "mask_rcnn/false_negative": 0.08382301786595212, "mask_rcnn/false_positive": 0.1837925669729223, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.78463448677212, "total_loss": 1.691336305870209} {"data_time": 0.01604822278022766, "eta_seconds": 160361.18656870257, "iteration": 65459, "loss_fcos_cls": 0.27954974537715316, "loss_fcos_ctr": 0.6258047111332417, "loss_fcos_loc": 0.22479606047272682, "loss_mask": 0.29463919904083014, "loss_maskiou": 0.007660830829991028, "loss_sem_seg": 0.34022550913505256, "lr": 0.01, "mask_rcnn/accuracy": 0.8599132344470046, "mask_rcnn/false_negative": 0.10496896677994247, "mask_rcnn/false_positive": 0.16322495334475745, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.0, "time": 0.7846133764833212, "total_loss": 1.770560427888995} {"data_time": 0.015446249395608902, "eta_seconds": 160326.6494393563, "iteration": 65479, "loss_fcos_cls": 0.2918928365688771, "loss_fcos_ctr": 0.6237102402374148, "loss_fcos_loc": 0.21488681761547923, "loss_mask": 0.2775521045550704, "loss_maskiou": 0.007074076755088754, "loss_sem_seg": 0.3133870209567249, "lr": 0.01, "mask_rcnn/accuracy": 0.8771953147456165, "mask_rcnn/false_negative": 0.09547560883455636, "mask_rcnn/false_positive": 0.16031945491258354, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.7816420523449779, "total_loss": 1.7448957760789199} {"data_time": 0.01651218719780445, "eta_seconds": 160200.91576148942, "iteration": 65499, "loss_fcos_cls": 0.3070385188329965, "loss_fcos_ctr": 0.6241465595085174, "loss_fcos_loc": 0.21568476827815175, "loss_mask": 0.2945574941113591, "loss_maskiou": 0.007947526595671661, "loss_sem_seg": 0.34649989614263177, "lr": 0.01, "mask_rcnn/accuracy": 0.8602280756052421, "mask_rcnn/false_negative": 0.10954598668645465, "mask_rcnn/false_positive": 0.17123190724319004, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.25, "time": 0.7833950025960803, "total_loss": 1.7820714258668886} {"data_time": 0.0184025876224041, "eta_seconds": 160185.24826687947, "iteration": 65519, "loss_fcos_cls": 0.2799197253771126, "loss_fcos_ctr": 0.6258075218647718, "loss_fcos_loc": 0.21953224705066532, "loss_mask": 0.3031652793288231, "loss_maskiou": 0.00785362372880627, "loss_sem_seg": 0.3327477308921516, "lr": 0.01, "mask_rcnn/accuracy": 0.8501335310737643, "mask_rcnn/false_negative": 0.10114917882572141, "mask_rcnn/false_positive": 0.21852918763454265, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7803387679159641, "total_loss": 1.7931019434327027} {"data_time": 0.01549556851387024, "eta_seconds": 160136.07995126396, "iteration": 65539, "loss_fcos_cls": 0.28533072816208005, "loss_fcos_ctr": 0.6267267018556595, "loss_fcos_loc": 0.2142274456564337, "loss_mask": 0.3049690527841449, "loss_maskiou": 0.0073104173061437905, "loss_sem_seg": 0.3431382551789284, "lr": 0.01, "mask_rcnn/accuracy": 0.8779047664039161, "mask_rcnn/false_negative": 0.1023078590879413, "mask_rcnn/false_positive": 0.1548887921470995, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.5, "time": 0.7779808277264237, "total_loss": 1.8041344847879373} {"data_time": 0.016700437292456627, "eta_seconds": 160147.09446389135, "iteration": 65559, "loss_fcos_cls": 0.28945366805419326, "loss_fcos_ctr": 0.6263098837807775, "loss_fcos_loc": 0.22380337491631508, "loss_mask": 0.3053167015314102, "loss_maskiou": 0.007661556359380484, "loss_sem_seg": 0.32315415516495705, "lr": 0.01, "mask_rcnn/accuracy": 0.8675033136966126, "mask_rcnn/false_negative": 0.09756314922268094, "mask_rcnn/false_positive": 0.17507249719291604, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 38.75, "time": 0.7837013509124517, "total_loss": 1.7730319922266062} {"data_time": 0.01700619515031576, "eta_seconds": 160104.7515160218, "iteration": 65579, "loss_fcos_cls": 0.287548957625404, "loss_fcos_ctr": 0.6249353624880314, "loss_fcos_loc": 0.20935911359265447, "loss_mask": 0.29377303179353476, "loss_maskiou": 0.007431777907186188, "loss_sem_seg": 0.31926826061680913, "lr": 0.01, "mask_rcnn/accuracy": 0.8828994666048238, "mask_rcnn/false_negative": 0.08499976340657718, "mask_rcnn/false_positive": 0.12612223006202233, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7835018681362271, "total_loss": 1.7436087684618542} {"data_time": 0.015025452710688114, "eta_seconds": 160115.76080880966, "iteration": 65599, "loss_fcos_cls": 0.31377201015129685, "loss_fcos_ctr": 0.6250635636970401, "loss_fcos_loc": 0.22939290921203792, "loss_mask": 0.301083339843899, "loss_maskiou": 0.007906984741566703, "loss_sem_seg": 0.32445009029470384, "lr": 0.01, "mask_rcnn/accuracy": 0.8556701294975821, "mask_rcnn/false_negative": 0.11623442236999001, "mask_rcnn/false_positive": 0.1884232857363901, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7728165537118912, "total_loss": 1.794467528572568} {"data_time": 0.015213796868920326, "eta_seconds": 160106.9107938297, "iteration": 65619, "loss_fcos_cls": 0.299092770088464, "loss_fcos_ctr": 0.6233016652986407, "loss_fcos_loc": 0.22320653195492923, "loss_mask": 0.3080095211043954, "loss_maskiou": 0.008330910612130538, "loss_sem_seg": 0.34001295175403357, "lr": 0.01, "mask_rcnn/accuracy": 0.866350870467868, "mask_rcnn/false_negative": 0.1040136653305189, "mask_rcnn/false_positive": 0.16885182327221737, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7905337801203132, "total_loss": 1.7811425138206687} {"data_time": 0.016621277667582035, "eta_seconds": 160029.47851126175, "iteration": 65639, "loss_fcos_cls": 0.3007176644168794, "loss_fcos_ctr": 0.6255441624671221, "loss_fcos_loc": 0.22878628422040492, "loss_mask": 0.29099558759480715, "loss_maskiou": 0.006729768250806956, "loss_sem_seg": 0.35579465236514807, "lr": 0.01, "mask_rcnn/accuracy": 0.862949782008527, "mask_rcnn/false_negative": 0.10227458563177996, "mask_rcnn/false_positive": 0.16700301686770913, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7635811241343617, "total_loss": 1.802085410523432} {"data_time": 0.016764076426625252, "eta_seconds": 160013.81706132647, "iteration": 65659, "loss_fcos_cls": 0.31922333035618067, "loss_fcos_ctr": 0.6239469302818179, "loss_fcos_loc": 0.21413565054535866, "loss_mask": 0.29827370028942823, "loss_maskiou": 0.007272084898431785, "loss_sem_seg": 0.3366923788562417, "lr": 0.01, "mask_rcnn/accuracy": 0.8806571200147282, "mask_rcnn/false_negative": 0.08892671002664643, "mask_rcnn/false_positive": 0.14642892172264388, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7863037791103125, "total_loss": 1.8082989102695137} {"data_time": 0.017230643890798092, "eta_seconds": 159976.08877536468, "iteration": 65679, "loss_fcos_cls": 0.2920895633287728, "loss_fcos_ctr": 0.6243086545728147, "loss_fcos_loc": 0.21383369620889425, "loss_mask": 0.29635290894657373, "loss_maskiou": 0.006918775514350273, "loss_sem_seg": 0.3187035012524575, "lr": 0.01, "mask_rcnn/accuracy": 0.8672817268799411, "mask_rcnn/false_negative": 0.0851191552669272, "mask_rcnn/false_positive": 0.1671396719567506, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7869583871215582, "total_loss": 1.7800256469909073} {"data_time": 0.01663830131292343, "eta_seconds": 159960.42948544584, "iteration": 65699, "loss_fcos_cls": 0.28089696378447115, "loss_fcos_ctr": 0.6237294306047261, "loss_fcos_loc": 0.2199660949409008, "loss_mask": 0.29566857777535915, "loss_maskiou": 0.007096709305187687, "loss_sem_seg": 0.32651091180741787, "lr": 0.01, "mask_rcnn/accuracy": 0.860275888133031, "mask_rcnn/false_negative": 0.11456976737836227, "mask_rcnn/false_positive": 0.1788203962523273, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.0, "time": 0.7704789955168962, "total_loss": 1.7812422910137684} {"data_time": 0.015932145528495312, "eta_seconds": 159780.91798775457, "iteration": 65719, "loss_fcos_cls": 0.2895843982696533, "loss_fcos_ctr": 0.6241043377667665, "loss_fcos_loc": 0.21671980782411993, "loss_mask": 0.30981760658323765, "loss_maskiou": 0.007866503583500162, "loss_sem_seg": 0.3148950422182679, "lr": 0.01, "mask_rcnn/accuracy": 0.8721774424055336, "mask_rcnn/false_negative": 0.09476985560729059, "mask_rcnn/false_positive": 0.1530431845235592, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7664088075980544, "total_loss": 1.7604957378935069} {"data_time": 0.017472936771810055, "eta_seconds": 159714.81033186335, "iteration": 65739, "loss_fcos_cls": 0.2987191036809236, "loss_fcos_ctr": 0.6264877454377711, "loss_fcos_loc": 0.21897443174384534, "loss_mask": 0.29953565541654825, "loss_maskiou": 0.007369711674982682, "loss_sem_seg": 0.33257347578182817, "lr": 0.01, "mask_rcnn/accuracy": 0.8617889900191422, "mask_rcnn/false_negative": 0.09507777920409183, "mask_rcnn/false_positive": 0.1558938800340553, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.7810906926169991, "total_loss": 1.7370265455756453} {"data_time": 0.015486164949834347, "eta_seconds": 159669.0411360599, "iteration": 65759, "loss_fcos_cls": 0.2985497247427702, "loss_fcos_ctr": 0.6241729818284512, "loss_fcos_loc": 0.2234301483258605, "loss_mask": 0.30766383092850447, "loss_maskiou": 0.00729086936917156, "loss_sem_seg": 0.3297156197950244, "lr": 0.01, "mask_rcnn/accuracy": 0.8661539136348393, "mask_rcnn/false_negative": 0.1055867603898886, "mask_rcnn/false_positive": 0.17136817798330478, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.784405205398798, "total_loss": 1.801567630333011} {"data_time": 0.01716060284525156, "eta_seconds": 159627.72157194372, "iteration": 65779, "loss_fcos_cls": 0.2955287368968129, "loss_fcos_ctr": 0.6271512433886528, "loss_fcos_loc": 0.225182821508497, "loss_mask": 0.30388112273067236, "loss_maskiou": 0.008060159074375406, "loss_sem_seg": 0.3256511475192383, "lr": 0.01, "mask_rcnn/accuracy": 0.8696411341097228, "mask_rcnn/false_negative": 0.10153896874995212, "mask_rcnn/false_positive": 0.16985033650445852, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7910138396546245, "total_loss": 1.7876951988728251} {"data_time": 0.01588763017207384, "eta_seconds": 159718.34499545954, "iteration": 65799, "loss_fcos_cls": 0.2890894915908575, "loss_fcos_ctr": 0.6258341036736965, "loss_fcos_loc": 0.22118748363573104, "loss_mask": 0.2883931393735111, "loss_maskiou": 0.007144990566303022, "loss_sem_seg": 0.3541724178940058, "lr": 0.01, "mask_rcnn/accuracy": 0.8742416292758238, "mask_rcnn/false_negative": 0.10016099805778106, "mask_rcnn/false_positive": 0.13344062384419744, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7899487083777785, "total_loss": 1.792490822073887} {"data_time": 0.01686474122107029, "eta_seconds": 159596.45588984992, "iteration": 65819, "loss_fcos_cls": 0.28868847456760705, "loss_fcos_ctr": 0.6215827893465757, "loss_fcos_loc": 0.21759076393209398, "loss_mask": 0.29242567252367735, "loss_maskiou": 0.007931996166007593, "loss_sem_seg": 0.3289149799384177, "lr": 0.01, "mask_rcnn/accuracy": 0.8691471401083186, "mask_rcnn/false_negative": 0.10105120753200908, "mask_rcnn/false_positive": 0.15210067228092677, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7643604567274451, "total_loss": 1.7973422458162531} {"data_time": 0.015532290562987328, "eta_seconds": 159444.4181244541, "iteration": 65839, "loss_fcos_cls": 0.2870761516969651, "loss_fcos_ctr": 0.6237922268919647, "loss_fcos_loc": 0.21662391535937786, "loss_mask": 0.28404720267280936, "loss_maskiou": 0.006893916812259704, "loss_sem_seg": 0.318827448412776, "lr": 0.01, "mask_rcnn/accuracy": 0.8824690739390995, "mask_rcnn/false_negative": 0.09076632117072864, "mask_rcnn/false_positive": 0.13973883046311378, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7788747549057007, "total_loss": 1.75377914145065} {"data_time": 0.01703926920890808, "eta_seconds": 159565.19020775612, "iteration": 65859, "loss_fcos_cls": 0.29040762945078313, "loss_fcos_ctr": 0.6218935679644346, "loss_fcos_loc": 0.21391693432815373, "loss_mask": 0.2902130428701639, "loss_maskiou": 0.0069986356611480005, "loss_sem_seg": 0.3113017091527581, "lr": 0.01, "mask_rcnn/accuracy": 0.8667645492262839, "mask_rcnn/false_negative": 0.09808625243660385, "mask_rcnn/false_positive": 0.1718476783814388, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7841412257403135, "total_loss": 1.7404501534692827} {"data_time": 0.01793163549154997, "eta_seconds": 159413.17916733213, "iteration": 65879, "loss_fcos_cls": 0.2998019917868078, "loss_fcos_ctr": 0.6239359797909856, "loss_fcos_loc": 0.2202549846842885, "loss_mask": 0.2875781124457717, "loss_maskiou": 0.00693684427824337, "loss_sem_seg": 0.3138637784868479, "lr": 0.01, "mask_rcnn/accuracy": 0.8728169761693497, "mask_rcnn/false_negative": 0.10665292347026259, "mask_rcnn/false_positive": 0.1525316977061485, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7753881821408868, "total_loss": 1.766869151906576} {"data_time": 0.016792981885373592, "eta_seconds": 159498.8768619327, "iteration": 65899, "loss_fcos_cls": 0.2757151441182941, "loss_fcos_ctr": 0.6209912542253733, "loss_fcos_loc": 0.20838489674497396, "loss_mask": 0.2926840949803591, "loss_maskiou": 0.007263161933224183, "loss_sem_seg": 0.3155564602930099, "lr": 0.01, "mask_rcnn/accuracy": 0.8784656032742768, "mask_rcnn/false_negative": 0.09638395083051703, "mask_rcnn/false_positive": 0.13085132689287152, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.786854013800621, "total_loss": 1.757135532614484} {"data_time": 0.01589873433113098, "eta_seconds": 159543.95828500763, "iteration": 65919, "loss_fcos_cls": 0.28845373820513487, "loss_fcos_ctr": 0.6248207930475473, "loss_fcos_loc": 0.22110090497881174, "loss_mask": 0.2940137148834765, "loss_maskiou": 0.006938437531061936, "loss_sem_seg": 0.3356155278161168, "lr": 0.01, "mask_rcnn/accuracy": 0.8666666666666667, "mask_rcnn/false_negative": 0.1140317763041564, "mask_rcnn/false_positive": 0.1507530679983558, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7975651100277901, "total_loss": 1.7520863827812718} {"data_time": 0.016255262307822704, "eta_seconds": 159747.21938100457, "iteration": 65939, "loss_fcos_cls": 0.3039924562908709, "loss_fcos_ctr": 0.6244687596336007, "loss_fcos_loc": 0.222405809443444, "loss_mask": 0.30318147130310535, "loss_maskiou": 0.007085480581736192, "loss_sem_seg": 0.3207344636321068, "lr": 0.01, "mask_rcnn/accuracy": 0.8849067752100841, "mask_rcnn/false_negative": 0.0859883706608735, "mask_rcnn/false_positive": 0.15826670848290142, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.5, "time": 0.7917941082268953, "total_loss": 1.804546536921407} {"data_time": 0.01689114887267351, "eta_seconds": 159752.3318697363, "iteration": 65959, "loss_fcos_cls": 0.2904659623745829, "loss_fcos_ctr": 0.6227564583532512, "loss_fcos_loc": 0.2221511381212622, "loss_mask": 0.2803184660151601, "loss_maskiou": 0.007551083224825561, "loss_sem_seg": 0.32325192051939666, "lr": 0.01, "mask_rcnn/accuracy": 0.8699037109432517, "mask_rcnn/false_negative": 0.10791283398198798, "mask_rcnn/false_positive": 0.14474416926544487, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7784569356590509, "total_loss": 1.7350440748195979} {"data_time": 0.018339901231229305, "eta_seconds": 159810.58229552675, "iteration": 65979, "loss_fcos_cls": 0.2846578408498317, "loss_fcos_ctr": 0.6202381206676364, "loss_fcos_loc": 0.20727406931109726, "loss_mask": 0.3029269268736243, "loss_maskiou": 0.007109617203241214, "loss_sem_seg": 0.31736759888008237, "lr": 0.01, "mask_rcnn/accuracy": 0.8715443743286788, "mask_rcnn/false_negative": 0.09483322989347838, "mask_rcnn/false_positive": 0.1589414841014706, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.7972405273467302, "total_loss": 1.7713207926717587} {"data_time": 0.01765622477978468, "eta_seconds": 159700.24894979596, "iteration": 65999, "loss_fcos_cls": 0.2743768491782248, "loss_fcos_ctr": 0.6219834638759494, "loss_fcos_loc": 0.20887643028981984, "loss_mask": 0.2906207609921694, "loss_maskiou": 0.006958498270250857, "loss_sem_seg": 0.2963190567679703, "lr": 0.01, "mask_rcnn/accuracy": 0.8691570750323939, "mask_rcnn/false_negative": 0.11096500167668494, "mask_rcnn/false_positive": 0.15781420712636193, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7770148273557425, "total_loss": 1.6853005464217858} {"data_time": 0.016660218127071857, "eta_seconds": 159705.35533113778, "iteration": 66019, "loss_fcos_cls": 0.28206487849820405, "loss_fcos_ctr": 0.6248548808507621, "loss_fcos_loc": 0.22184166871011257, "loss_mask": 0.29671886563301086, "loss_maskiou": 0.007094493121257983, "loss_sem_seg": 0.30891394475474954, "lr": 0.01, "mask_rcnn/accuracy": 0.8767389695090044, "mask_rcnn/false_negative": 0.11962877089097876, "mask_rcnn/false_positive": 0.11419677833361423, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7857599267736077, "total_loss": 1.7483297717844835} {"data_time": 0.01585112139582634, "eta_seconds": 159668.93532899022, "iteration": 66039, "loss_fcos_cls": 0.3012333500664681, "loss_fcos_ctr": 0.6225141333416104, "loss_fcos_loc": 0.2191458276938647, "loss_mask": 0.29701914452016354, "loss_maskiou": 0.007668763850233518, "loss_sem_seg": 0.326064249034971, "lr": 0.01, "mask_rcnn/accuracy": 0.8624411302982731, "mask_rcnn/false_negative": 0.10916852845627587, "mask_rcnn/false_positive": 0.16594777844123196, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7713388260453939, "total_loss": 1.798708905291278} {"data_time": 0.019833073019981384, "eta_seconds": 159644.349491016, "iteration": 66059, "loss_fcos_cls": 0.2824730824213475, "loss_fcos_ctr": 0.6244239713996649, "loss_fcos_loc": 0.22620438202284276, "loss_mask": 0.3036576434969902, "loss_maskiou": 0.007056539718178101, "loss_sem_seg": 0.3330951281823218, "lr": 0.01, "mask_rcnn/accuracy": 0.8579306187906381, "mask_rcnn/false_negative": 0.11204263172595204, "mask_rcnn/false_positive": 0.1736875406930342, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.5, "time": 0.7788005508482456, "total_loss": 1.7942088177296682} {"data_time": 0.0177504550665617, "eta_seconds": 159499.33952242695, "iteration": 66079, "loss_fcos_cls": 0.30184949352405965, "loss_fcos_ctr": 0.6236581420525908, "loss_fcos_loc": 0.21290384861640632, "loss_mask": 0.3005521628074348, "loss_maskiou": 0.00797082956705708, "loss_sem_seg": 0.3439118661917746, "lr": 0.01, "mask_rcnn/accuracy": 0.852147904616392, "mask_rcnn/false_negative": 0.13245642403809815, "mask_rcnn/false_positive": 0.14382681811343734, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.0, "time": 0.7815515585243702, "total_loss": 1.7983795881445985} {"data_time": 0.015806800685822964, "eta_seconds": 159410.09367201012, "iteration": 66099, "loss_fcos_cls": 0.2853962865192443, "loss_fcos_ctr": 0.6218668119981885, "loss_fcos_loc": 0.20752029540017247, "loss_mask": 0.29616106674075127, "loss_maskiou": 0.007133967927074991, "loss_sem_seg": 0.3436399308848195, "lr": 0.01, "mask_rcnn/accuracy": 0.8863743207854086, "mask_rcnn/false_negative": 0.09243755356138819, "mask_rcnn/false_positive": 0.1342124434859821, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 25.75, "time": 0.771132412366569, "total_loss": 1.7631384622654878} {"data_time": 0.01775993872433901, "eta_seconds": 159402.27135319822, "iteration": 66119, "loss_fcos_cls": 0.2837479424197227, "loss_fcos_ctr": 0.6265502506867051, "loss_fcos_loc": 0.21454370045103133, "loss_mask": 0.2990468945354223, "loss_maskiou": 0.007088006896083243, "loss_sem_seg": 0.3363302191719413, "lr": 0.01, "mask_rcnn/accuracy": 0.8590252633311389, "mask_rcnn/false_negative": 0.11835883828669816, "mask_rcnn/false_positive": 0.17326566466422577, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.0, "time": 0.7826158180832863, "total_loss": 1.7948922434879933} {"data_time": 0.01696379855275154, "eta_seconds": 159408.89644371346, "iteration": 66139, "loss_fcos_cls": 0.2961916292551905, "loss_fcos_ctr": 0.624580048955977, "loss_fcos_loc": 0.22134393826127052, "loss_mask": 0.2976170126348734, "loss_maskiou": 0.0074257535161450505, "loss_sem_seg": 0.3231677608564496, "lr": 0.01, "mask_rcnn/accuracy": 0.8607577268029576, "mask_rcnn/false_negative": 0.0958041168361819, "mask_rcnn/false_positive": 0.18069032355979414, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7979355454444885, "total_loss": 1.779380184598267} {"data_time": 0.01710686180740595, "eta_seconds": 159357.4838797571, "iteration": 66159, "loss_fcos_cls": 0.2869944809935987, "loss_fcos_ctr": 0.6246280241757631, "loss_fcos_loc": 0.2197984920348972, "loss_mask": 0.2878082701936364, "loss_maskiou": 0.007054703608446289, "loss_sem_seg": 0.36793500068597496, "lr": 0.01, "mask_rcnn/accuracy": 0.8629628702506873, "mask_rcnn/false_negative": 0.12014941078950825, "mask_rcnn/false_positive": 0.14393727177835636, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7716262536123395, "total_loss": 1.831467612501001} {"data_time": 0.015891332179307938, "eta_seconds": 159421.12328205816, "iteration": 66179, "loss_fcos_cls": 0.2782795304665342, "loss_fcos_ctr": 0.622872319072485, "loss_fcos_loc": 0.21702664683107287, "loss_mask": 0.29381056036800146, "loss_maskiou": 0.007350714746280573, "loss_sem_seg": 0.34523992659524083, "lr": 0.01, "mask_rcnn/accuracy": 0.8576348699185417, "mask_rcnn/false_negative": 0.10836818801912018, "mask_rcnn/false_positive": 0.17058865596626477, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7868687063455582, "total_loss": 1.7685253256058786} {"data_time": 0.015372639521956444, "eta_seconds": 159339.7241726946, "iteration": 66199, "loss_fcos_cls": 0.29856833908706903, "loss_fcos_ctr": 0.622935900464654, "loss_fcos_loc": 0.21405050065368414, "loss_mask": 0.30819487012922764, "loss_maskiou": 0.00826166447950527, "loss_sem_seg": 0.30796931963413954, "lr": 0.01, "mask_rcnn/accuracy": 0.8719066545113343, "mask_rcnn/false_negative": 0.1029851119098038, "mask_rcnn/false_positive": 0.14971229741274375, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7832296853885055, "total_loss": 1.7490449594915845} {"data_time": 0.016284103505313396, "eta_seconds": 159409.5547761228, "iteration": 66219, "loss_fcos_cls": 0.2926747585879639, "loss_fcos_ctr": 0.6210538893938065, "loss_fcos_loc": 0.2193309967406094, "loss_mask": 0.29433900862932205, "loss_maskiou": 0.006933975557330996, "loss_sem_seg": 0.3324310979805887, "lr": 0.01, "mask_rcnn/accuracy": 0.8708060271522402, "mask_rcnn/false_negative": 0.10184550068249976, "mask_rcnn/false_positive": 0.16878787878787876, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7829491244629025, "total_loss": 1.786527335876599} {"data_time": 0.016563051380217075, "eta_seconds": 159508.13408760447, "iteration": 66239, "loss_fcos_cls": 0.3011453633662313, "loss_fcos_ctr": 0.6245363680645823, "loss_fcos_loc": 0.22090942109934986, "loss_mask": 0.308854422532022, "loss_maskiou": 0.00791971874423325, "loss_sem_seg": 0.3211163440719247, "lr": 0.01, "mask_rcnn/accuracy": 0.8714069908266336, "mask_rcnn/false_negative": 0.0999531470114006, "mask_rcnn/false_positive": 0.17729970901959247, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7969667995348573, "total_loss": 1.7854703975608572} {"data_time": 0.017366742715239525, "eta_seconds": 159481.8047138611, "iteration": 66259, "loss_fcos_cls": 0.28123999247327447, "loss_fcos_ctr": 0.6265540523454547, "loss_fcos_loc": 0.2247426403919235, "loss_mask": 0.29261373076587915, "loss_maskiou": 0.007281876809429377, "loss_sem_seg": 0.3443099136929959, "lr": 0.01, "mask_rcnn/accuracy": 0.8586647158863545, "mask_rcnn/false_negative": 0.11308913289887207, "mask_rcnn/false_positive": 0.13511558571928353, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.5, "time": 0.7659697709605098, "total_loss": 1.7815822650736663} {"data_time": 0.015303324908018112, "eta_seconds": 159466.1493666591, "iteration": 66279, "loss_fcos_cls": 0.30035571579355747, "loss_fcos_ctr": 0.6252289302647114, "loss_fcos_loc": 0.2241152849746868, "loss_mask": 0.3112562345340848, "loss_maskiou": 0.007994482817593962, "loss_sem_seg": 0.3218972170725465, "lr": 0.01, "mask_rcnn/accuracy": 0.8661137615219248, "mask_rcnn/false_negative": 0.1102471880322343, "mask_rcnn/false_positive": 0.1543622249819317, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.783670524135232, "total_loss": 1.794185436796397} {"data_time": 0.015419268980622292, "eta_seconds": 159501.06518158875, "iteration": 66299, "loss_fcos_cls": 0.2903359099291265, "loss_fcos_ctr": 0.6257257740944624, "loss_fcos_loc": 0.22419497615192086, "loss_mask": 0.3066007187590003, "loss_maskiou": 0.007025073311524466, "loss_sem_seg": 0.3371089641004801, "lr": 0.01, "mask_rcnn/accuracy": 0.8664542107328761, "mask_rcnn/false_negative": 0.10551765857703728, "mask_rcnn/false_positive": 0.15579604387945997, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.8010141560807824, "total_loss": 1.80358570178214} {"data_time": 0.01585906185209751, "eta_seconds": 159565.5452982122, "iteration": 66319, "loss_fcos_cls": 0.2925420287065208, "loss_fcos_ctr": 0.6245483830571175, "loss_fcos_loc": 0.21961145976092666, "loss_mask": 0.3003715705126524, "loss_maskiou": 0.007149055396439508, "loss_sem_seg": 0.29110753489658237, "lr": 0.01, "mask_rcnn/accuracy": 0.8588048855905999, "mask_rcnn/false_negative": 0.1046290715827563, "mask_rcnn/false_positive": 0.1743821213796175, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 40.5, "time": 0.7896077902987599, "total_loss": 1.7345155204893672} {"data_time": 0.01582497265189886, "eta_seconds": 159569.47917474713, "iteration": 66339, "loss_fcos_cls": 0.29002278251573443, "loss_fcos_ctr": 0.6230558301322162, "loss_fcos_loc": 0.2172991846455261, "loss_mask": 0.2814381653442979, "loss_maskiou": 0.006401186532457359, "loss_sem_seg": 0.3407203974202275, "lr": 0.01, "mask_rcnn/accuracy": 0.8589924631054608, "mask_rcnn/false_negative": 0.12003065004091229, "mask_rcnn/false_positive": 0.17634917072172057, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.8077951660379767, "total_loss": 1.724056020277203} {"data_time": 0.017887203954160213, "eta_seconds": 159539.26723570377, "iteration": 66359, "loss_fcos_cls": 0.2955700911115855, "loss_fcos_ctr": 0.6234367117285728, "loss_fcos_loc": 0.21877714595757425, "loss_mask": 0.29097936768084764, "loss_maskiou": 0.00747866602614522, "loss_sem_seg": 0.3307002685032785, "lr": 0.01, "mask_rcnn/accuracy": 0.8606412673765158, "mask_rcnn/false_negative": 0.11000602480237823, "mask_rcnn/false_positive": 0.17073667431704348, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.75, "time": 0.7768103433772922, "total_loss": 1.75364183356578} {"data_time": 0.015008967369794846, "eta_seconds": 159596.19533004984, "iteration": 66379, "loss_fcos_cls": 0.2984869929496199, "loss_fcos_ctr": 0.6247786823660135, "loss_fcos_loc": 0.21409836411476135, "loss_mask": 0.293611072935164, "loss_maskiou": 0.006737904725014232, "loss_sem_seg": 0.2945240898989141, "lr": 0.01, "mask_rcnn/accuracy": 0.8620722991577583, "mask_rcnn/false_negative": 0.10490914665732393, "mask_rcnn/false_positive": 0.14671928699609582, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7942893393337727, "total_loss": 1.7469734378246358} {"data_time": 0.015545711852610111, "eta_seconds": 159542.9893373167, "iteration": 66399, "loss_fcos_cls": 0.2972855546977371, "loss_fcos_ctr": 0.6267844587564468, "loss_fcos_loc": 0.22454657731577754, "loss_mask": 0.30694654677063227, "loss_maskiou": 0.006996564246946946, "loss_sem_seg": 0.32277335599064827, "lr": 0.01, "mask_rcnn/accuracy": 0.8760301207639019, "mask_rcnn/false_negative": 0.10502578088336914, "mask_rcnn/false_positive": 0.13803998013888916, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.0, "time": 0.764244400896132, "total_loss": 1.7699404082231922} {"data_time": 0.015827476046979427, "eta_seconds": 159527.31721494626, "iteration": 66419, "loss_fcos_cls": 0.28118898533284664, "loss_fcos_ctr": 0.6251503815874457, "loss_fcos_loc": 0.2252385881729424, "loss_mask": 0.30143805919215083, "loss_maskiou": 0.007489342737244442, "loss_sem_seg": 0.3492424264550209, "lr": 0.01, "mask_rcnn/accuracy": 0.8795599489795918, "mask_rcnn/false_negative": 0.0993169517386096, "mask_rcnn/false_positive": 0.14776868046351269, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.0, "time": 0.7697732383385301, "total_loss": 1.8317479696124792} {"data_time": 0.016559592448174953, "eta_seconds": 159471.53620833252, "iteration": 66439, "loss_fcos_cls": 0.2910380733665079, "loss_fcos_ctr": 0.6272434517741203, "loss_fcos_loc": 0.23110434028785676, "loss_mask": 0.2941023213788867, "loss_maskiou": 0.006923140987055376, "loss_sem_seg": 0.33111213194206357, "lr": 0.01, "mask_rcnn/accuracy": 0.8641961386827459, "mask_rcnn/false_negative": 0.12201252577465029, "mask_rcnn/false_positive": 0.16261792828030047, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.7678806837648153, "total_loss": 1.8219516040117014} {"data_time": 0.014917958527803421, "eta_seconds": 159455.8680266859, "iteration": 66459, "loss_fcos_cls": 0.2999121476896107, "loss_fcos_ctr": 0.6231639161705971, "loss_fcos_loc": 0.21823837189003825, "loss_mask": 0.31353547517210245, "loss_maskiou": 0.007859582896344364, "loss_sem_seg": 0.35999316186644137, "lr": 0.01, "mask_rcnn/accuracy": 0.8654802627219719, "mask_rcnn/false_negative": 0.11437447845534046, "mask_rcnn/false_positive": 0.1484921315965742, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.25, "time": 0.7932675145566463, "total_loss": 1.8107668152515544} {"data_time": 0.01597723178565502, "eta_seconds": 159447.23817131482, "iteration": 66479, "loss_fcos_cls": 0.2787552229128778, "loss_fcos_ctr": 0.6247664401307702, "loss_fcos_loc": 0.2242571096867323, "loss_mask": 0.30515927635133266, "loss_maskiou": 0.00727200937399175, "loss_sem_seg": 0.31904748920351267, "lr": 0.01, "mask_rcnn/accuracy": 0.8596249626224116, "mask_rcnn/false_negative": 0.10741439738630454, "mask_rcnn/false_positive": 0.1863871283203956, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.75, "time": 0.7888204790651798, "total_loss": 1.782812134559208} {"data_time": 0.017309773713350296, "eta_seconds": 159498.68770816363, "iteration": 66499, "loss_fcos_cls": 0.27422394370660186, "loss_fcos_ctr": 0.6264345180243254, "loss_fcos_loc": 0.2220416667405516, "loss_mask": 0.2933607595041394, "loss_maskiou": 0.0066537675593281165, "loss_sem_seg": 0.31033356534317136, "lr": 0.01, "mask_rcnn/accuracy": 0.8607053398282389, "mask_rcnn/false_negative": 0.12161288450131369, "mask_rcnn/false_positive": 0.16129285643626762, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7911959243938327, "total_loss": 1.7449209615879226} {"data_time": 0.017297818325459957, "eta_seconds": 159557.84075486474, "iteration": 66519, "loss_fcos_cls": 0.29285867628641427, "loss_fcos_ctr": 0.6226903982460499, "loss_fcos_loc": 0.21245574299246073, "loss_mask": 0.2897215811535716, "loss_maskiou": 0.00689822225831449, "loss_sem_seg": 0.31306748325005174, "lr": 0.01, "mask_rcnn/accuracy": 0.8646972181729835, "mask_rcnn/false_negative": 0.12010027163183598, "mask_rcnn/false_positive": 0.1529357186451144, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.0, "time": 0.7903730506077409, "total_loss": 1.7428221342124743} {"data_time": 0.01511630043387413, "eta_seconds": 159572.58209510706, "iteration": 66539, "loss_fcos_cls": 0.2925344379618764, "loss_fcos_ctr": 0.6231887973845005, "loss_fcos_loc": 0.21679584425874054, "loss_mask": 0.28110030898824334, "loss_maskiou": 0.0070418816758319736, "loss_sem_seg": 0.3043871223926544, "lr": 0.01, "mask_rcnn/accuracy": 0.8792925694803237, "mask_rcnn/false_negative": 0.07922803521899616, "mask_rcnn/false_positive": 0.1529221385852011, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7928156005218625, "total_loss": 1.7316067988431314} {"data_time": 0.017661849036812782, "eta_seconds": 159585.4858553065, "iteration": 66559, "loss_fcos_cls": 0.28038534242659807, "loss_fcos_ctr": 0.6275355955585837, "loss_fcos_loc": 0.2185018261661753, "loss_mask": 0.2846499318256974, "loss_maskiou": 0.006950738679734059, "loss_sem_seg": 0.2936375238932669, "lr": 0.01, "mask_rcnn/accuracy": 0.8589013246143528, "mask_rcnn/false_negative": 0.10484036224746422, "mask_rcnn/false_positive": 0.169446944111506, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 39.25, "time": 0.7912935372442007, "total_loss": 1.7196416338556446} {"data_time": 0.014997183345258236, "eta_seconds": 159610.00887069572, "iteration": 66579, "loss_fcos_cls": 0.2735248878598213, "loss_fcos_ctr": 0.6189870852977037, "loss_fcos_loc": 0.2105279655661434, "loss_mask": 0.27675057854503393, "loss_maskiou": 0.006788537313695997, "loss_sem_seg": 0.31110753607936203, "lr": 0.01, "mask_rcnn/accuracy": 0.8837217319360177, "mask_rcnn/false_negative": 0.0828504583911423, "mask_rcnn/false_positive": 0.14686999576663, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.7993559697642922, "total_loss": 1.7051032384770224} {"data_time": 0.015956557355821133, "eta_seconds": 159626.8652455518, "iteration": 66599, "loss_fcos_cls": 0.28279801725875586, "loss_fcos_ctr": 0.6238689059391618, "loss_fcos_loc": 0.21626497362740338, "loss_mask": 0.29310526605695486, "loss_maskiou": 0.007318087977182586, "loss_sem_seg": 0.3363696583546698, "lr": 0.01, "mask_rcnn/accuracy": 0.874907690427785, "mask_rcnn/false_negative": 0.11011173792496876, "mask_rcnn/false_positive": 0.152498505808552, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7738360362127423, "total_loss": 1.7882118597844965} {"data_time": 0.015275456011295319, "eta_seconds": 159542.71094724257, "iteration": 66619, "loss_fcos_cls": 0.29030725732445717, "loss_fcos_ctr": 0.6251359055750072, "loss_fcos_loc": 0.22082379832863808, "loss_mask": 0.3034688262268901, "loss_maskiou": 0.007595889721415006, "loss_sem_seg": 0.3055024081841111, "lr": 0.01, "mask_rcnn/accuracy": 0.8641206976731683, "mask_rcnn/false_negative": 0.10224724748235496, "mask_rcnn/false_positive": 0.1879678054652325, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7727636182680726, "total_loss": 1.728435850222013} {"data_time": 0.016109933145344257, "eta_seconds": 159595.47368597332, "iteration": 66639, "loss_fcos_cls": 0.2810485125519335, "loss_fcos_ctr": 0.6223378777503967, "loss_fcos_loc": 0.22047043382190168, "loss_mask": 0.29758366011083126, "loss_maskiou": 0.007604821585118771, "loss_sem_seg": 0.28438277659006417, "lr": 0.01, "mask_rcnn/accuracy": 0.8710701182263464, "mask_rcnn/false_negative": 0.10280290014878421, "mask_rcnn/false_positive": 0.1523237030263855, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7951088361442089, "total_loss": 1.6994566230277997} {"data_time": 0.015593070536851883, "eta_seconds": 159547.23855342437, "iteration": 66659, "loss_fcos_cls": 0.2716931998729706, "loss_fcos_ctr": 0.623240047134459, "loss_fcos_loc": 0.21021057979669422, "loss_mask": 0.28815075755119324, "loss_maskiou": 0.00763228208234068, "loss_sem_seg": 0.295397013425827, "lr": 0.01, "mask_rcnn/accuracy": 0.8680073799799175, "mask_rcnn/false_negative": 0.10527384319186693, "mask_rcnn/false_positive": 0.16355410126940267, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.7805291637778282, "total_loss": 1.674626758773229} {"data_time": 0.0166857847943902, "eta_seconds": 159506.0554333413, "iteration": 66679, "loss_fcos_cls": 0.27366567496210337, "loss_fcos_ctr": 0.6236754935234785, "loss_fcos_loc": 0.2120537122245878, "loss_mask": 0.28689109720289707, "loss_maskiou": 0.007133113642339595, "loss_sem_seg": 0.30177986761555076, "lr": 0.01, "mask_rcnn/accuracy": 0.8680217666334826, "mask_rcnn/false_negative": 0.11188979001537186, "mask_rcnn/false_positive": 0.15790174562363912, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.0, "time": 0.7704525329172611, "total_loss": 1.7126858907140559} {"data_time": 0.019139808602631092, "eta_seconds": 159573.51312150154, "iteration": 66699, "loss_fcos_cls": 0.26326758693903685, "loss_fcos_ctr": 0.6193863311782479, "loss_fcos_loc": 0.19216842122841626, "loss_mask": 0.2635728297755122, "loss_maskiou": 0.006795837929530535, "loss_sem_seg": 0.30851171165704727, "lr": 0.01, "mask_rcnn/accuracy": 0.8921072964697974, "mask_rcnn/false_negative": 0.09565636461489083, "mask_rcnn/false_positive": 0.15688070956493191, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7981748748570681, "total_loss": 1.6595798941416433} {"data_time": 0.016532531939446926, "eta_seconds": 159619.47285677306, "iteration": 66719, "loss_fcos_cls": 0.28510142024606466, "loss_fcos_ctr": 0.6215468160808086, "loss_fcos_loc": 0.21648989152163267, "loss_mask": 0.2862532492727041, "loss_maskiou": 0.006805143522797152, "loss_sem_seg": 0.32549375807866454, "lr": 0.01, "mask_rcnn/accuracy": 0.8607154628496092, "mask_rcnn/false_negative": 0.10973203475741446, "mask_rcnn/false_positive": 0.18533380107870623, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.0, "time": 0.7863752273842692, "total_loss": 1.76496640437108} {"data_time": 0.015463883988559246, "eta_seconds": 159552.16171602998, "iteration": 66739, "loss_fcos_cls": 0.27916544349864125, "loss_fcos_ctr": 0.6222119363956153, "loss_fcos_loc": 0.2096378791029565, "loss_mask": 0.28879292495548725, "loss_maskiou": 0.007523158914409578, "loss_sem_seg": 0.3125115898437798, "lr": 0.01, "mask_rcnn/accuracy": 0.8826348396501458, "mask_rcnn/false_negative": 0.09482541930648337, "mask_rcnn/false_positive": 0.13467388876023884, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7713099699467421, "total_loss": 1.6956541189938434} {"data_time": 0.017196668311953545, "eta_seconds": 159522.73681348097, "iteration": 66759, "loss_fcos_cls": 0.2694077680353075, "loss_fcos_ctr": 0.6204758547246456, "loss_fcos_loc": 0.20379234885331243, "loss_mask": 0.2780239759013057, "loss_maskiou": 0.00668764223519247, "loss_sem_seg": 0.29997745947912335, "lr": 0.01, "mask_rcnn/accuracy": 0.8916739675668247, "mask_rcnn/false_negative": 0.07592751429177345, "mask_rcnn/false_positive": 0.13555790323502018, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.5, "time": 0.7701578484848142, "total_loss": 1.676647671702085} {"data_time": 0.015545870177447796, "eta_seconds": 159517.0820451742, "iteration": 66779, "loss_fcos_cls": 0.2772193638666067, "loss_fcos_ctr": 0.6236662119626999, "loss_fcos_loc": 0.21752869634656236, "loss_mask": 0.29577362816780806, "loss_maskiou": 0.006973500509047881, "loss_sem_seg": 0.30652173701673746, "lr": 0.01, "mask_rcnn/accuracy": 0.8748917391030486, "mask_rcnn/false_negative": 0.09814489176270724, "mask_rcnn/false_positive": 0.14850323670890236, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.5, "time": 0.7970001334324479, "total_loss": 1.7305944825639017} {"data_time": 0.017759147100150585, "eta_seconds": 159406.71680164803, "iteration": 66799, "loss_fcos_cls": 0.2823760788887739, "loss_fcos_ctr": 0.6232741214334965, "loss_fcos_loc": 0.2180141812423244, "loss_mask": 0.2909416016191244, "loss_maskiou": 0.007519830163801089, "loss_sem_seg": 0.33782107196748257, "lr": 0.01, "mask_rcnn/accuracy": 0.8827736231478893, "mask_rcnn/false_negative": 0.092125801975065, "mask_rcnn/false_positive": 0.13577294004546447, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7702283849939704, "total_loss": 1.7560473677294794} {"data_time": 0.01628681644797325, "eta_seconds": 159399.06730959378, "iteration": 66819, "loss_fcos_cls": 0.2748813081998378, "loss_fcos_ctr": 0.6182491285726428, "loss_fcos_loc": 0.19884434714913368, "loss_mask": 0.28591363504529, "loss_maskiou": 0.007333124551223591, "loss_sem_seg": 0.2955710662063211, "lr": 0.01, "mask_rcnn/accuracy": 0.8765326901437267, "mask_rcnn/false_negative": 0.09133632334688946, "mask_rcnn/false_positive": 0.13549470665632796, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7751516830176115, "total_loss": 1.6856182336632628} {"data_time": 0.014986900612711906, "eta_seconds": 159459.94525594544, "iteration": 66839, "loss_fcos_cls": 0.2929416447877884, "loss_fcos_ctr": 0.6190083059482276, "loss_fcos_loc": 0.21037610992789268, "loss_mask": 0.28847039863467216, "loss_maskiou": 0.007464776819688268, "loss_sem_seg": 0.27410511299967766, "lr": 0.01, "mask_rcnn/accuracy": 0.8666230153851557, "mask_rcnn/false_negative": 0.08820246555155362, "mask_rcnn/false_positive": 0.18246068092339224, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7880916157737374, "total_loss": 1.6927912613464287} {"data_time": 0.015189443714916706, "eta_seconds": 159509.54263112508, "iteration": 66859, "loss_fcos_cls": 0.2696755533106625, "loss_fcos_ctr": 0.6227954076603055, "loss_fcos_loc": 0.21623367676511407, "loss_mask": 0.29082311410456896, "loss_maskiou": 0.007526805085944943, "loss_sem_seg": 0.28213040879927576, "lr": 0.01, "mask_rcnn/accuracy": 0.8840594683460056, "mask_rcnn/false_negative": 0.09886058807058434, "mask_rcnn/false_positive": 0.1401823354098229, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.8059633951634169, "total_loss": 1.7050824274629122} {"data_time": 0.018229016102850437, "eta_seconds": 159493.83831317537, "iteration": 66879, "loss_fcos_cls": 0.2811065874993801, "loss_fcos_ctr": 0.6233168188482523, "loss_fcos_loc": 0.21318775950931013, "loss_mask": 0.2952195452526212, "loss_maskiou": 0.007018641001195647, "loss_sem_seg": 0.347435571718961, "lr": 0.01, "mask_rcnn/accuracy": 0.8532271742571487, "mask_rcnn/false_negative": 0.11252929930285385, "mask_rcnn/false_positive": 0.16210102213636018, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.7716860361397266, "total_loss": 1.7591108411506866} {"data_time": 0.01728219073265791, "eta_seconds": 159412.8515877938, "iteration": 66899, "loss_fcos_cls": 0.2902997066266835, "loss_fcos_ctr": 0.6252473844215274, "loss_fcos_loc": 0.2205181656172499, "loss_mask": 0.2960745608434081, "loss_maskiou": 0.007044325058814138, "loss_sem_seg": 0.3010337599553168, "lr": 0.01, "mask_rcnn/accuracy": 0.8611040249433106, "mask_rcnn/false_negative": 0.0953803867638374, "mask_rcnn/false_positive": 0.16004012650717878, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.766676708124578, "total_loss": 1.7602097570197657} {"data_time": 0.017072895541787148, "eta_seconds": 159312.57944003958, "iteration": 66919, "loss_fcos_cls": 0.27494165068492293, "loss_fcos_ctr": 0.6223555710166693, "loss_fcos_loc": 0.21319746132940054, "loss_mask": 0.2841757144778967, "loss_maskiou": 0.007189850919530727, "loss_sem_seg": 0.2966289301402867, "lr": 0.01, "mask_rcnn/accuracy": 0.889634649966544, "mask_rcnn/false_negative": 0.07942898842112037, "mask_rcnn/false_positive": 0.1230606352550763, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7742353230714798, "total_loss": 1.698755338380579} {"data_time": 0.0162954181432724, "eta_seconds": 159203.88335674535, "iteration": 66939, "loss_fcos_cls": 0.267037570476532, "loss_fcos_ctr": 0.6227159230038524, "loss_fcos_loc": 0.20851408934686333, "loss_mask": 0.29286222346127033, "loss_maskiou": 0.007525595603510737, "loss_sem_seg": 0.28236339590512216, "lr": 0.01, "mask_rcnn/accuracy": 0.8606283954375209, "mask_rcnn/false_negative": 0.11232845262996785, "mask_rcnn/false_positive": 0.1638420366719842, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.25, "time": 0.7819131603464484, "total_loss": 1.7033489583191113} {"data_time": 0.015606273896992207, "eta_seconds": 159188.20295692887, "iteration": 66959, "loss_fcos_cls": 0.2759832851588726, "loss_fcos_ctr": 0.6247320668771863, "loss_fcos_loc": 0.21291484497487545, "loss_mask": 0.2852214928716421, "loss_maskiou": 0.007311214023502544, "loss_sem_seg": 0.3307593986392021, "lr": 0.01, "mask_rcnn/accuracy": 0.8503234831264207, "mask_rcnn/false_negative": 0.11445447855008078, "mask_rcnn/false_positive": 0.14896956434342204, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7833172818645835, "total_loss": 1.7469282080128323} {"data_time": 0.015257079154253006, "eta_seconds": 159172.5225571124, "iteration": 66979, "loss_fcos_cls": 0.28392129112035036, "loss_fcos_ctr": 0.6238285591825843, "loss_fcos_loc": 0.21273039525840431, "loss_mask": 0.2849969882518053, "loss_maskiou": 0.006905052738147788, "loss_sem_seg": 0.3105044914409518, "lr": 0.01, "mask_rcnn/accuracy": 0.8979031856645097, "mask_rcnn/false_negative": 0.07495675629874324, "mask_rcnn/false_positive": 0.1309217613572471, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 24.5, "time": 0.8059668587520719, "total_loss": 1.741333160767681} {"data_time": 0.017292724922299385, "eta_seconds": 159249.8211989673, "iteration": 66999, "loss_fcos_cls": 0.2885154876857996, "loss_fcos_ctr": 0.6201650695875287, "loss_fcos_loc": 0.21440188772976398, "loss_mask": 0.2881156709045172, "loss_maskiou": 0.00686506421334343, "loss_sem_seg": 0.3169657662510872, "lr": 0.01, "mask_rcnn/accuracy": 0.8880311398753049, "mask_rcnn/false_negative": 0.08834837463194989, "mask_rcnn/false_positive": 0.14335466238198744, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.75, "time": 0.788365532644093, "total_loss": 1.718344223627355} {"data_time": 0.01651080697774887, "eta_seconds": 159228.92999238987, "iteration": 67019, "loss_fcos_cls": 0.2837320175021887, "loss_fcos_ctr": 0.6237492971122265, "loss_fcos_loc": 0.2061887801392004, "loss_mask": 0.2795818820595741, "loss_maskiou": 0.006193170585902408, "loss_sem_seg": 0.3000275860540569, "lr": 0.01, "mask_rcnn/accuracy": 0.8911396115318531, "mask_rcnn/false_negative": 0.09729054122512068, "mask_rcnn/false_positive": 0.15559552560025078, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.7824289528653026, "total_loss": 1.7178285416739527} {"data_time": 0.014420516788959503, "eta_seconds": 159218.44207843114, "iteration": 67039, "loss_fcos_cls": 0.2711958510335535, "loss_fcos_ctr": 0.6226590657606721, "loss_fcos_loc": 0.2031346568837762, "loss_mask": 0.29346383223310113, "loss_maskiou": 0.007978702980835806, "loss_sem_seg": 0.3009747921023518, "lr": 0.01, "mask_rcnn/accuracy": 0.852696761974266, "mask_rcnn/false_negative": 0.1215403056811799, "mask_rcnn/false_positive": 0.15915250521583718, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.0, "time": 0.7773469062522054, "total_loss": 1.715664538438432} {"data_time": 0.01627227570861578, "eta_seconds": 159210.78308934532, "iteration": 67059, "loss_fcos_cls": 0.29097506863763556, "loss_fcos_ctr": 0.6233617048710585, "loss_fcos_loc": 0.2134744764189236, "loss_mask": 0.29507753904908895, "loss_maskiou": 0.006746435559762176, "loss_sem_seg": 0.3076881282031536, "lr": 0.01, "mask_rcnn/accuracy": 0.8724986831777245, "mask_rcnn/false_negative": 0.10632984495924572, "mask_rcnn/false_positive": 0.1355173747110814, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.787335280328989, "total_loss": 1.7431363461655565} {"data_time": 0.014254077337682247, "eta_seconds": 159181.86284916196, "iteration": 67079, "loss_fcos_cls": 0.27034648275002837, "loss_fcos_ctr": 0.6213430427014828, "loss_fcos_loc": 0.20522982475813478, "loss_mask": 0.29029043950140476, "loss_maskiou": 0.0063226300590031315, "loss_sem_seg": 0.2926520314067602, "lr": 0.01, "mask_rcnn/accuracy": 0.8783713196886542, "mask_rcnn/false_negative": 0.09686203282017869, "mask_rcnn/false_positive": 0.17683069603335827, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 37.5, "time": 0.7720148870721459, "total_loss": 1.688643970832345} {"data_time": 0.014887308701872826, "eta_seconds": 159171.3733976269, "iteration": 67099, "loss_fcos_cls": 0.27126093045808375, "loss_fcos_ctr": 0.6237255623564124, "loss_fcos_loc": 0.21210213005542755, "loss_mask": 0.2787574417889118, "loss_maskiou": 0.006655854333075695, "loss_sem_seg": 0.30794675135985017, "lr": 0.01, "mask_rcnn/accuracy": 0.876274853739746, "mask_rcnn/false_negative": 0.09963155674064236, "mask_rcnn/false_positive": 0.14226020649028098, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.781635370105505, "total_loss": 1.7128744561923668} {"data_time": 0.015292191877961159, "eta_seconds": 159205.27749527805, "iteration": 67119, "loss_fcos_cls": 0.2876159199513495, "loss_fcos_ctr": 0.6222330750897527, "loss_fcos_loc": 0.21561442431993783, "loss_mask": 0.28969367407262325, "loss_maskiou": 0.007162632013205439, "loss_sem_seg": 0.27422831021249294, "lr": 0.01, "mask_rcnn/accuracy": 0.8606547371069319, "mask_rcnn/false_negative": 0.10383321657749718, "mask_rcnn/false_positive": 0.17093402733027718, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7879353482276201, "total_loss": 1.734207426707144} {"data_time": 0.016887676902115345, "eta_seconds": 159117.15086821746, "iteration": 67139, "loss_fcos_cls": 0.29830722557380795, "loss_fcos_ctr": 0.621916439384222, "loss_fcos_loc": 0.216224767267704, "loss_mask": 0.3022806877270341, "loss_maskiou": 0.007863067512516864, "loss_sem_seg": 0.301808871794492, "lr": 0.01, "mask_rcnn/accuracy": 0.8684009129967776, "mask_rcnn/false_negative": 0.09541915831184995, "mask_rcnn/false_positive": 0.16740298325799408, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.5, "time": 0.7815793352201581, "total_loss": 1.7373976832823246} {"data_time": 0.015163401141762733, "eta_seconds": 159124.3047168227, "iteration": 67159, "loss_fcos_cls": 0.28921602526679635, "loss_fcos_ctr": 0.624614720698446, "loss_fcos_loc": 0.21900797332637012, "loss_mask": 0.29494829289615154, "loss_maskiou": 0.008056921869865619, "loss_sem_seg": 0.3053336529992521, "lr": 0.01, "mask_rcnn/accuracy": 0.8789035581765173, "mask_rcnn/false_negative": 0.10002141378430802, "mask_rcnn/false_positive": 0.16336211936583162, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7751994840800762, "total_loss": 1.7452497083941125} {"data_time": 0.017712753266096115, "eta_seconds": 159067.50305042043, "iteration": 67179, "loss_fcos_cls": 0.2833689246326685, "loss_fcos_ctr": 0.6227632551454008, "loss_fcos_loc": 0.22352832788601518, "loss_mask": 0.28204031847417355, "loss_maskiou": 0.006232944841030985, "loss_sem_seg": 0.34374649031087756, "lr": 0.01, "mask_rcnn/accuracy": 0.868354632611545, "mask_rcnn/false_negative": 0.09483046533333704, "mask_rcnn/false_positive": 0.14627441147849968, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 31.5, "time": 0.77076574601233, "total_loss": 1.7275829678255832} {"data_time": 0.017225952818989754, "eta_seconds": 159051.8175441809, "iteration": 67199, "loss_fcos_cls": 0.2885864558047615, "loss_fcos_ctr": 0.6237498810514808, "loss_fcos_loc": 0.21592272614361718, "loss_mask": 0.2819389346987009, "loss_maskiou": 0.006893187215609942, "loss_sem_seg": 0.2848280221223831, "lr": 0.01, "mask_rcnn/accuracy": 0.8788192833951762, "mask_rcnn/false_negative": 0.10400928022769178, "mask_rcnn/false_positive": 0.13812900491480637, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.0, "time": 0.7870474196970463, "total_loss": 1.7116500165866455} {"data_time": 0.01609654352068901, "eta_seconds": 159001.55504103377, "iteration": 67219, "loss_fcos_cls": 0.2886138332542032, "loss_fcos_ctr": 0.6246452704071999, "loss_fcos_loc": 0.22339037712663412, "loss_mask": 0.3022021660581231, "loss_maskiou": 0.007610169515828602, "loss_sem_seg": 0.29914061026647687, "lr": 0.01, "mask_rcnn/accuracy": 0.8798231530374387, "mask_rcnn/false_negative": 0.0973152985462764, "mask_rcnn/false_positive": 0.13441487425401466, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7782017150893807, "total_loss": 1.720256628934294} {"data_time": 0.017340131103992462, "eta_seconds": 158906.16078107804, "iteration": 67239, "loss_fcos_cls": 0.287761518266052, "loss_fcos_ctr": 0.6264933794736862, "loss_fcos_loc": 0.2136687133461237, "loss_mask": 0.30767444893717766, "loss_maskiou": 0.0071927269018488005, "loss_sem_seg": 0.3370359712280333, "lr": 0.01, "mask_rcnn/accuracy": 0.8559302651340783, "mask_rcnn/false_negative": 0.11981876156074175, "mask_rcnn/false_positive": 0.17068047944792353, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.75, "time": 0.7875119745731354, "total_loss": 1.7722504207340535} {"data_time": 0.015501750633120537, "eta_seconds": 158918.42678333353, "iteration": 67259, "loss_fcos_cls": 0.2910211142152548, "loss_fcos_ctr": 0.6233399524353445, "loss_fcos_loc": 0.21141887025441974, "loss_mask": 0.29965674225240946, "loss_maskiou": 0.007771057586069219, "loss_sem_seg": 0.3247441975399852, "lr": 0.01, "mask_rcnn/accuracy": 0.8736083224029789, "mask_rcnn/false_negative": 0.09989777849826825, "mask_rcnn/false_positive": 0.1377179796624921, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.0, "time": 0.7809534277766943, "total_loss": 1.746271689713467} {"data_time": 0.01502559706568718, "eta_seconds": 158874.8123145029, "iteration": 67279, "loss_fcos_cls": 0.29024504590779543, "loss_fcos_ctr": 0.6214898182079196, "loss_fcos_loc": 0.20648777426686138, "loss_mask": 0.2873572986572981, "loss_maskiou": 0.006845983807579614, "loss_sem_seg": 0.31101484317332506, "lr": 0.01, "mask_rcnn/accuracy": 0.8856577128655764, "mask_rcnn/false_negative": 0.08519517952280364, "mask_rcnn/false_positive": 0.15088339896674838, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7804311355575919, "total_loss": 1.7526755690778373} {"data_time": 0.016841338947415352, "eta_seconds": 158803.81251035538, "iteration": 67299, "loss_fcos_cls": 0.30149791087023914, "loss_fcos_ctr": 0.6258343467488885, "loss_fcos_loc": 0.22169748868327588, "loss_mask": 0.28721409011632204, "loss_maskiou": 0.007767465911456384, "loss_sem_seg": 0.33063533809036016, "lr": 0.01, "mask_rcnn/accuracy": 0.8588647632632163, "mask_rcnn/false_negative": 0.08285610211261604, "mask_rcnn/false_positive": 0.19349313920504652, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 28.75, "time": 0.7772792289033532, "total_loss": 1.7755658528913045} {"data_time": 0.015745384618639946, "eta_seconds": 158788.14373590332, "iteration": 67319, "loss_fcos_cls": 0.29391212575137615, "loss_fcos_ctr": 0.623007052578032, "loss_fcos_loc": 0.21467892942018807, "loss_mask": 0.2908244263380766, "loss_maskiou": 0.007620031596161425, "loss_sem_seg": 0.31078195245936513, "lr": 0.01, "mask_rcnn/accuracy": 0.8746446793002915, "mask_rcnn/false_negative": 0.08903221223376984, "mask_rcnn/false_positive": 0.15767278870083254, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.0, "time": 0.7883436940610409, "total_loss": 1.7177644506300567} {"data_time": 0.014492498710751534, "eta_seconds": 158703.13275727723, "iteration": 67339, "loss_fcos_cls": 0.2837009271606803, "loss_fcos_ctr": 0.6232351269572973, "loss_fcos_loc": 0.21810357668437064, "loss_mask": 0.2960874931886792, "loss_maskiou": 0.007163119982578792, "loss_sem_seg": 0.3322266382165253, "lr": 0.01, "mask_rcnn/accuracy": 0.8848424238116299, "mask_rcnn/false_negative": 0.08155812445367239, "mask_rcnn/false_positive": 0.13365347574654707, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7939534839242697, "total_loss": 1.7564805571892066} {"data_time": 0.017463701777160168, "eta_seconds": 158713.51419084705, "iteration": 67359, "loss_fcos_cls": 0.2842699072789401, "loss_fcos_ctr": 0.6232067393139005, "loss_fcos_loc": 0.22304225875996053, "loss_mask": 0.30544932279735804, "loss_maskiou": 0.007421658447128721, "loss_sem_seg": 0.27857792540453374, "lr": 0.01, "mask_rcnn/accuracy": 0.8703583046914702, "mask_rcnn/false_negative": 0.09817616063416901, "mask_rcnn/false_positive": 0.18122486538969154, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7829202823340893, "total_loss": 1.7093176945054438} {"data_time": 0.01599915698170662, "eta_seconds": 158639.79519341514, "iteration": 67379, "loss_fcos_cls": 0.27809370867908, "loss_fcos_ctr": 0.6239949511364102, "loss_fcos_loc": 0.217688690405339, "loss_mask": 0.3082637209445238, "loss_maskiou": 0.007151466736104339, "loss_sem_seg": 0.3076061294414103, "lr": 0.01, "mask_rcnn/accuracy": 0.8484307867883996, "mask_rcnn/false_negative": 0.13750015971499108, "mask_rcnn/false_positive": 0.1536374010146916, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.5, "time": 0.7782801818102598, "total_loss": 1.7496315415628487} {"data_time": 0.015911057591438293, "eta_seconds": 158682.1851874981, "iteration": 67399, "loss_fcos_cls": 0.28930841013789177, "loss_fcos_ctr": 0.6273074122145772, "loss_fcos_loc": 0.23018628475256264, "loss_mask": 0.2993292585015297, "loss_maskiou": 0.007407359458738938, "loss_sem_seg": 0.3021188077982515, "lr": 0.01, "mask_rcnn/accuracy": 0.8769527722593462, "mask_rcnn/false_negative": 0.09674515999744424, "mask_rcnn/false_positive": 0.1643612742232715, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7976068519055843, "total_loss": 1.7740243923472008} {"data_time": 0.01674614194780588, "eta_seconds": 158746.5497990409, "iteration": 67419, "loss_fcos_cls": 0.28480120212771, "loss_fcos_ctr": 0.6219241046346724, "loss_fcos_loc": 0.21319867623969913, "loss_mask": 0.28047469910234213, "loss_maskiou": 0.006493545823104796, "loss_sem_seg": 0.33371753711253405, "lr": 0.01, "mask_rcnn/accuracy": 0.8774116385684709, "mask_rcnn/false_negative": 0.10968323184577146, "mask_rcnn/false_positive": 0.14292240611187373, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7966217836365104, "total_loss": 1.7344534781732364} {"data_time": 0.01584208570420742, "eta_seconds": 158818.22387389652, "iteration": 67439, "loss_fcos_cls": 0.2828336643287912, "loss_fcos_ctr": 0.6240279879420996, "loss_fcos_loc": 0.21476139011792839, "loss_mask": 0.2869122065603733, "loss_maskiou": 0.00661309965653345, "loss_sem_seg": 0.30823076143860817, "lr": 0.01, "mask_rcnn/accuracy": 0.8736651637399147, "mask_rcnn/false_negative": 0.08755558857209919, "mask_rcnn/false_positive": 0.1616419095272869, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 24.5, "time": 0.7754610422998667, "total_loss": 1.739594717277214} {"data_time": 0.01674098428338766, "eta_seconds": 158761.6568879662, "iteration": 67459, "loss_fcos_cls": 0.28652816684916615, "loss_fcos_ctr": 0.6237841146066785, "loss_fcos_loc": 0.22232732130214572, "loss_mask": 0.3020308702252805, "loss_maskiou": 0.007373365486273542, "loss_sem_seg": 0.2992021068930626, "lr": 0.01, "mask_rcnn/accuracy": 0.8608310317928825, "mask_rcnn/false_negative": 0.11904058107076779, "mask_rcnn/false_positive": 0.1603065649500778, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.7937133079394698, "total_loss": 1.7808616101901862} {"data_time": 0.016287638805806637, "eta_seconds": 158718.06998162717, "iteration": 67479, "loss_fcos_cls": 0.2770514516159892, "loss_fcos_ctr": 0.6178522314876318, "loss_fcos_loc": 0.20963986217975616, "loss_mask": 0.2939112214371562, "loss_maskiou": 0.007460515742423013, "loss_sem_seg": 0.32186924875713885, "lr": 0.01, "mask_rcnn/accuracy": 0.8730000928943006, "mask_rcnn/false_negative": 0.09792146773883614, "mask_rcnn/false_positive": 0.17953405395916866, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7734466660767794, "total_loss": 1.7329390725353733} {"data_time": 0.016400182619690895, "eta_seconds": 158603.86267912574, "iteration": 67499, "loss_fcos_cls": 0.2679003655212, "loss_fcos_ctr": 0.6202058959752321, "loss_fcos_loc": 0.2016520886681974, "loss_mask": 0.291394735686481, "loss_maskiou": 0.007710011632298119, "loss_sem_seg": 0.31188891641795635, "lr": 0.01, "mask_rcnn/accuracy": 0.893279707340759, "mask_rcnn/false_negative": 0.08574340918727788, "mask_rcnn/false_positive": 0.12736062405454535, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7808621050789952, "total_loss": 1.7050903057534015} {"data_time": 0.016717521473765373, "eta_seconds": 158536.77015760075, "iteration": 67519, "loss_fcos_cls": 0.2700023069046438, "loss_fcos_ctr": 0.6252836030907929, "loss_fcos_loc": 0.2148436603602022, "loss_mask": 0.29396751895546913, "loss_maskiou": 0.006796445450163446, "loss_sem_seg": 0.2965368595905602, "lr": 0.01, "mask_rcnn/accuracy": 0.8738649143675066, "mask_rcnn/false_negative": 0.09604880443245045, "mask_rcnn/false_positive": 0.15849349827340142, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7888401336967945, "total_loss": 1.7314265642344253} {"data_time": 0.015996954403817654, "eta_seconds": 158441.02626490127, "iteration": 67539, "loss_fcos_cls": 0.2792768409708515, "loss_fcos_ctr": 0.6253224313259125, "loss_fcos_loc": 0.227390396874398, "loss_mask": 0.29931274708360434, "loss_maskiou": 0.006931136216735467, "loss_sem_seg": 0.30473053408786654, "lr": 0.01, "mask_rcnn/accuracy": 0.873445678630447, "mask_rcnn/false_negative": 0.09448778152259109, "mask_rcnn/false_positive": 0.1595082420781984, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 24.0, "time": 0.7792804650962353, "total_loss": 1.7549638244963717} {"data_time": 0.015798714011907578, "eta_seconds": 158223.8769759126, "iteration": 67559, "loss_fcos_cls": 0.28330178605392575, "loss_fcos_ctr": 0.6273858584463596, "loss_fcos_loc": 0.21615955419838428, "loss_mask": 0.2878888938575983, "loss_maskiou": 0.007772602402837947, "loss_sem_seg": 0.30091650411486626, "lr": 0.01, "mask_rcnn/accuracy": 0.8723417938604013, "mask_rcnn/false_negative": 0.10799480062049466, "mask_rcnn/false_positive": 0.14027220774196633, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.0, "time": 0.7587062316015363, "total_loss": 1.7383702653460205} {"data_time": 0.02012194786220789, "eta_seconds": 158165.41210237797, "iteration": 67579, "loss_fcos_cls": 0.2861384782008827, "loss_fcos_ctr": 0.6248324625194073, "loss_fcos_loc": 0.21792058763094246, "loss_mask": 0.28705668076872826, "loss_maskiou": 0.007303244055947289, "loss_sem_seg": 0.313261731993407, "lr": 0.01, "mask_rcnn/accuracy": 0.8790788754411538, "mask_rcnn/false_negative": 0.09154737933085622, "mask_rcnn/false_positive": 0.15062789411846017, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7781990533694625, "total_loss": 1.7095648170652566} {"data_time": 0.014769300818443298, "eta_seconds": 158112.7287130393, "iteration": 67599, "loss_fcos_cls": 0.2810657974332571, "loss_fcos_ctr": 0.6237315889447927, "loss_fcos_loc": 0.2211516014067456, "loss_mask": 0.29038884676992893, "loss_maskiou": 0.006620531959924847, "loss_sem_seg": 0.312563294544816, "lr": 0.01, "mask_rcnn/accuracy": 0.8816421733219773, "mask_rcnn/false_negative": 0.10151834076181833, "mask_rcnn/false_positive": 0.1340199862777554, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.25, "time": 0.7719992324709892, "total_loss": 1.7386997849534964} {"data_time": 0.01635832991451025, "eta_seconds": 158122.96378997248, "iteration": 67619, "loss_fcos_cls": 0.27633201354183257, "loss_fcos_ctr": 0.6230666344054043, "loss_fcos_loc": 0.2141264290548861, "loss_mask": 0.2946360744535923, "loss_maskiou": 0.007392352767055854, "loss_sem_seg": 0.3134563136845827, "lr": 0.01, "mask_rcnn/accuracy": 0.8609481830026575, "mask_rcnn/false_negative": 0.11233562268004083, "mask_rcnn/false_positive": 0.16830901585352595, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.75, "time": 0.7752776704728603, "total_loss": 1.7587680392025504} {"data_time": 0.016284761019051075, "eta_seconds": 158022.64981392026, "iteration": 67639, "loss_fcos_cls": 0.2982258021365851, "loss_fcos_ctr": 0.6227824678644538, "loss_fcos_loc": 0.22316632186993957, "loss_mask": 0.2925719553604722, "loss_maskiou": 0.007286478929017903, "loss_sem_seg": 0.33375121699646115, "lr": 0.01, "mask_rcnn/accuracy": 0.8768723835688121, "mask_rcnn/false_negative": 0.11519226973392682, "mask_rcnn/false_positive": 0.15413462188992377, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.7700208416208625, "total_loss": 1.7866379916922597} {"data_time": 0.016737913712859154, "eta_seconds": 158007.03191819787, "iteration": 67659, "loss_fcos_cls": 0.28134366939775646, "loss_fcos_ctr": 0.6208434049040079, "loss_fcos_loc": 0.21165310451760888, "loss_mask": 0.2873954074457288, "loss_maskiou": 0.007187854513176717, "loss_sem_seg": 0.30531713319942355, "lr": 0.01, "mask_rcnn/accuracy": 0.8813504947433519, "mask_rcnn/false_negative": 0.0852978035580028, "mask_rcnn/false_positive": 0.15710650247987307, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7801363859325647, "total_loss": 1.7084155600023223} {"data_time": 0.015225633047521114, "eta_seconds": 157966.94971788395, "iteration": 67679, "loss_fcos_cls": 0.27964611421339214, "loss_fcos_ctr": 0.6213630400598049, "loss_fcos_loc": 0.21446289360756055, "loss_mask": 0.29282272420823574, "loss_maskiou": 0.00632522780506406, "loss_sem_seg": 0.307075934484601, "lr": 0.01, "mask_rcnn/accuracy": 0.8738997333667805, "mask_rcnn/false_negative": 0.09181495835230342, "mask_rcnn/false_positive": 0.16790319723673722, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7733438573777676, "total_loss": 1.7219344064360484} {"data_time": 0.016332896426320076, "eta_seconds": 157924.47788353357, "iteration": 67699, "loss_fcos_cls": 0.2975466416683048, "loss_fcos_ctr": 0.6238324297592044, "loss_fcos_loc": 0.2177969617769122, "loss_mask": 0.28948247525841, "loss_maskiou": 0.006796633926569484, "loss_sem_seg": 0.3438536524772644, "lr": 0.01, "mask_rcnn/accuracy": 0.8824801106883431, "mask_rcnn/false_negative": 0.10215542038017386, "mask_rcnn/false_positive": 0.15318089536970508, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.25, "time": 0.7747766207903624, "total_loss": 1.768938178109238} {"data_time": 0.015444942750036716, "eta_seconds": 157935.71876316983, "iteration": 67719, "loss_fcos_cls": 0.27909546182490885, "loss_fcos_ctr": 0.6248537795618176, "loss_fcos_loc": 0.2067201629979536, "loss_mask": 0.29408332519233227, "loss_maskiou": 0.006902265609824099, "loss_sem_seg": 0.31258382461965084, "lr": 0.01, "mask_rcnn/accuracy": 0.8659713232944724, "mask_rcnn/false_negative": 0.10324908582209766, "mask_rcnn/false_positive": 0.18945284466807594, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7880794396623969, "total_loss": 1.7472485422767932} {"data_time": 0.015639384277164936, "eta_seconds": 157944.5603353083, "iteration": 67739, "loss_fcos_cls": 0.2874867345672101, "loss_fcos_ctr": 0.6247329218313098, "loss_fcos_loc": 0.22134730906691402, "loss_mask": 0.2989490609616041, "loss_maskiou": 0.007453672733390704, "loss_sem_seg": 0.2958315606229007, "lr": 0.01, "mask_rcnn/accuracy": 0.8829528754436557, "mask_rcnn/false_negative": 0.09674884521848215, "mask_rcnn/false_positive": 0.14058134416276252, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7865396291017532, "total_loss": 1.7327069002203643} {"data_time": 0.01486158650368452, "eta_seconds": 158060.01801932324, "iteration": 67759, "loss_fcos_cls": 0.27807252830825746, "loss_fcos_ctr": 0.6244268221780658, "loss_fcos_loc": 0.21356442430987954, "loss_mask": 0.2917986260727048, "loss_maskiou": 0.006661856343271211, "loss_sem_seg": 0.33839632803574204, "lr": 0.01, "mask_rcnn/accuracy": 0.8750918130410059, "mask_rcnn/false_negative": 0.10157805930515601, "mask_rcnn/false_positive": 0.1525661502907502, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7948068082332611, "total_loss": 1.7360347847134108} {"data_time": 0.015944408252835274, "eta_seconds": 157939.43465187214, "iteration": 67779, "loss_fcos_cls": 0.28098731208592653, "loss_fcos_ctr": 0.6224394124001265, "loss_fcos_loc": 0.21310086257290095, "loss_mask": 0.29323609359562397, "loss_maskiou": 0.007095397901139222, "loss_sem_seg": 0.32489500753581524, "lr": 0.01, "mask_rcnn/accuracy": 0.8812068194624789, "mask_rcnn/false_negative": 0.10361705591359768, "mask_rcnn/false_positive": 0.16243551923788, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7694943649694324, "total_loss": 1.7756830948637798} {"data_time": 0.016539718955755234, "eta_seconds": 157956.49161073938, "iteration": 67799, "loss_fcos_cls": 0.2904827012680471, "loss_fcos_ctr": 0.6237692115828395, "loss_fcos_loc": 0.21765321819111705, "loss_mask": 0.2973331408575177, "loss_maskiou": 0.007147811280447058, "loss_sem_seg": 0.3670633374713361, "lr": 0.01, "mask_rcnn/accuracy": 0.8685517223276505, "mask_rcnn/false_negative": 0.10191231381947316, "mask_rcnn/false_positive": 0.1451016469278944, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.7816163906827569, "total_loss": 1.7517174354579765} {"data_time": 0.01565659511834383, "eta_seconds": 158013.12544521037, "iteration": 67819, "loss_fcos_cls": 0.2778668450191617, "loss_fcos_ctr": 0.6260338155552745, "loss_fcos_loc": 0.21948371292091906, "loss_mask": 0.28826463501900434, "loss_maskiou": 0.007337244140217081, "loss_sem_seg": 0.2959600826725364, "lr": 0.01, "mask_rcnn/accuracy": 0.8787295176006911, "mask_rcnn/false_negative": 0.08778138658153153, "mask_rcnn/false_positive": 0.15820502103819256, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.5, "time": 0.7957133408635855, "total_loss": 1.749821611927473} {"data_time": 0.01566991489380598, "eta_seconds": 157925.2441902794, "iteration": 67839, "loss_fcos_cls": 0.2886879057623446, "loss_fcos_ctr": 0.6255430867895484, "loss_fcos_loc": 0.2162042590789497, "loss_mask": 0.2934923963621259, "loss_maskiou": 0.00741701547667617, "loss_sem_seg": 0.32235835772007704, "lr": 0.01, "mask_rcnn/accuracy": 0.8846379513343798, "mask_rcnn/false_negative": 0.08151923201441111, "mask_rcnn/false_positive": 0.16808593058477522, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7746643628925085, "total_loss": 1.739490117834066} {"data_time": 0.01570864859968424, "eta_seconds": 157850.85296097398, "iteration": 67859, "loss_fcos_cls": 0.2867115936242044, "loss_fcos_ctr": 0.6239859480410814, "loss_fcos_loc": 0.21070642897393554, "loss_mask": 0.291316504124552, "loss_maskiou": 0.006763830213458277, "loss_sem_seg": 0.34287331998348236, "lr": 0.01, "mask_rcnn/accuracy": 0.8744047619047619, "mask_rcnn/false_negative": 0.10025679861984041, "mask_rcnn/false_positive": 0.1531584550738648, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.0, "time": 0.7784357238560915, "total_loss": 1.769165153898939} {"data_time": 0.018782983534038067, "eta_seconds": 157861.3322615903, "iteration": 67879, "loss_fcos_cls": 0.3000461501069367, "loss_fcos_ctr": 0.625050937756896, "loss_fcos_loc": 0.22731455555185676, "loss_mask": 0.30770841147750616, "loss_maskiou": 0.008130145346513018, "loss_sem_seg": 0.32745926873758435, "lr": 0.01, "mask_rcnn/accuracy": 0.8764519682506433, "mask_rcnn/false_negative": 0.09118437810663654, "mask_rcnn/false_positive": 0.1507001717484628, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7851134976372123, "total_loss": 1.790309436939424} {"data_time": 0.0160963274538517, "eta_seconds": 157950.6020130599, "iteration": 67899, "loss_fcos_cls": 0.28167332522571087, "loss_fcos_ctr": 0.6227959021925926, "loss_fcos_loc": 0.20984712289646268, "loss_mask": 0.2839338006451726, "loss_maskiou": 0.007623737823450938, "loss_sem_seg": 0.32546618091873825, "lr": 0.01, "mask_rcnn/accuracy": 0.8681550206289412, "mask_rcnn/false_negative": 0.11572714130858802, "mask_rcnn/false_positive": 0.17004347210306237, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7981529319658875, "total_loss": 1.7276621514029102} {"data_time": 0.015839243307709694, "eta_seconds": 157986.48898116965, "iteration": 67919, "loss_fcos_cls": 0.28425738343503326, "loss_fcos_ctr": 0.625740569550544, "loss_fcos_loc": 0.21558620093856007, "loss_mask": 0.28381447307765484, "loss_maskiou": 0.006629615541896783, "loss_sem_seg": 0.3065112861804664, "lr": 0.01, "mask_rcnn/accuracy": 0.89078186537773, "mask_rcnn/false_negative": 0.07343513606601906, "mask_rcnn/false_positive": 0.1261213508617147, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.25, "time": 0.7773008141666651, "total_loss": 1.6955057544764713} {"data_time": 0.01655999943614006, "eta_seconds": 157926.87650046125, "iteration": 67939, "loss_fcos_cls": 0.27773707220330834, "loss_fcos_ctr": 0.6227921117097139, "loss_fcos_loc": 0.21077005774714053, "loss_mask": 0.29514369927346706, "loss_maskiou": 0.007472993151168339, "loss_sem_seg": 0.32490293495357037, "lr": 0.01, "mask_rcnn/accuracy": 0.8732589945387564, "mask_rcnn/false_negative": 0.11254825572830215, "mask_rcnn/false_positive": 0.1493895753031564, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7763468055054545, "total_loss": 1.7317845531797502} {"data_time": 0.01743165496736765, "eta_seconds": 157883.61657898687, "iteration": 67959, "loss_fcos_cls": 0.27043814037460834, "loss_fcos_ctr": 0.6207109102979302, "loss_fcos_loc": 0.20593034371268004, "loss_mask": 0.2754514254629612, "loss_maskiou": 0.007386464611045085, "loss_sem_seg": 0.33898286195471883, "lr": 0.01, "mask_rcnn/accuracy": 0.8821412997433405, "mask_rcnn/false_negative": 0.09554209128376094, "mask_rcnn/false_positive": 0.1489077190421974, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7460582070052624, "total_loss": 1.7374348143930547} {"data_time": 0.015876279212534428, "eta_seconds": 157838.98037786037, "iteration": 67979, "loss_fcos_cls": 0.2729043825529516, "loss_fcos_ctr": 0.6221035765483975, "loss_fcos_loc": 0.19596211877069436, "loss_mask": 0.2928812373429537, "loss_maskiou": 0.007691389531828463, "loss_sem_seg": 0.3010807866230607, "lr": 0.01, "mask_rcnn/accuracy": 0.8822588126159554, "mask_rcnn/false_negative": 0.10089142090036629, "mask_rcnn/false_positive": 0.1480297228251421, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.25, "time": 0.783872994594276, "total_loss": 1.6713690647302428} {"data_time": 0.017340236343443394, "eta_seconds": 157834.5269316174, "iteration": 67999, "loss_fcos_cls": 0.28673970978707075, "loss_fcos_ctr": 0.6248888527043164, "loss_fcos_loc": 0.2148692945484072, "loss_mask": 0.29507765267044306, "loss_maskiou": 0.00674230678123422, "loss_sem_seg": 0.3347994824871421, "lr": 0.01, "mask_rcnn/accuracy": 0.8606729531988748, "mask_rcnn/false_negative": 0.08743341937397248, "mask_rcnn/false_positive": 0.18992268438335702, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.5, "time": 0.7873275922611356, "total_loss": 1.7945068287008326} {"data_time": 0.016033824533224106, "eta_seconds": 157818.899828095, "iteration": 68019, "loss_fcos_cls": 0.28387323417700827, "loss_fcos_ctr": 0.6227053091861308, "loss_fcos_loc": 0.21154714305885136, "loss_mask": 0.29234995134174824, "loss_maskiou": 0.006623839770327322, "loss_sem_seg": 0.3315407829359174, "lr": 0.01, "mask_rcnn/accuracy": 0.8577495698409742, "mask_rcnn/false_negative": 0.11645710915656687, "mask_rcnn/false_positive": 0.17015930315696948, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.0, "time": 0.7820036485791206, "total_loss": 1.7287642532901373} {"data_time": 0.015850696712732315, "eta_seconds": 157803.27272457257, "iteration": 68039, "loss_fcos_cls": 0.2796906344592571, "loss_fcos_ctr": 0.6194884087890387, "loss_fcos_loc": 0.20006652851589024, "loss_mask": 0.2915431037545204, "loss_maskiou": 0.006959467180422507, "loss_sem_seg": 0.3148546935990453, "lr": 0.01, "mask_rcnn/accuracy": 0.887476896418945, "mask_rcnn/false_negative": 0.09759215139196503, "mask_rcnn/false_positive": 0.1335762354731735, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7757178405299783, "total_loss": 1.7236999052693136} {"data_time": 0.015643983148038387, "eta_seconds": 157705.99595091492, "iteration": 68059, "loss_fcos_cls": 0.27707687416113913, "loss_fcos_ctr": 0.6252140225842595, "loss_fcos_loc": 0.21009125490672886, "loss_mask": 0.29077145364135504, "loss_maskiou": 0.0068699771945830435, "loss_sem_seg": 0.31989195209462196, "lr": 0.01, "mask_rcnn/accuracy": 0.8788606960641399, "mask_rcnn/false_negative": 0.10559007627208533, "mask_rcnn/false_positive": 0.14583858703287872, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7738293819129467, "total_loss": 1.711609805941407} {"data_time": 0.0157860079780221, "eta_seconds": 157789.84336469136, "iteration": 68079, "loss_fcos_cls": 0.27393542136996984, "loss_fcos_ctr": 0.6225599141325802, "loss_fcos_loc": 0.21460531861521304, "loss_mask": 0.2883199620991945, "loss_maskiou": 0.007256253418745473, "loss_sem_seg": 0.31299989484250546, "lr": 0.01, "mask_rcnn/accuracy": 0.8970701917130488, "mask_rcnn/false_negative": 0.09986825758514517, "mask_rcnn/false_positive": 0.10694767956697732, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7778321364894509, "total_loss": 1.7208389074075967} {"data_time": 0.01900928746908903, "eta_seconds": 157792.35798884928, "iteration": 68099, "loss_fcos_cls": 0.2812772748293355, "loss_fcos_ctr": 0.6216877494007349, "loss_fcos_loc": 0.21242898586206138, "loss_mask": 0.29424321744591, "loss_maskiou": 0.006451652807299979, "loss_sem_seg": 0.2862333031371236, "lr": 0.01, "mask_rcnn/accuracy": 0.8882302921168468, "mask_rcnn/false_negative": 0.08768122833694202, "mask_rcnn/false_positive": 0.1551466386991115, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7849561562761664, "total_loss": 1.7359716132777976} {"data_time": 0.014292964711785316, "eta_seconds": 157758.58562659286, "iteration": 68119, "loss_fcos_cls": 0.2912923698313534, "loss_fcos_ctr": 0.6255225939676166, "loss_fcos_loc": 0.22427402273751795, "loss_mask": 0.293255927041173, "loss_maskiou": 0.007406261414871551, "loss_sem_seg": 0.33440170530229807, "lr": 0.01, "mask_rcnn/accuracy": 0.8650413064678335, "mask_rcnn/false_negative": 0.11032414674679794, "mask_rcnn/false_positive": 0.14581290503327876, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7747851526364684, "total_loss": 1.7815913497906877} {"data_time": 0.016457179561257362, "eta_seconds": 157755.36310217343, "iteration": 68139, "loss_fcos_cls": 0.2875573025085032, "loss_fcos_ctr": 0.6261354573071003, "loss_fcos_loc": 0.21575014176778495, "loss_mask": 0.3050455767661333, "loss_maskiou": 0.007775460340781137, "loss_sem_seg": 0.3576355967670679, "lr": 0.01, "mask_rcnn/accuracy": 0.8584316262887692, "mask_rcnn/false_negative": 0.09456947261541673, "mask_rcnn/false_positive": 0.1719225637844426, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7939238166436553, "total_loss": 1.7632427167372953} {"data_time": 0.015819773077964783, "eta_seconds": 157773.21959719993, "iteration": 68159, "loss_fcos_cls": 0.2786463494412601, "loss_fcos_ctr": 0.6259349454194307, "loss_fcos_loc": 0.2211312351282686, "loss_mask": 0.3003997579216957, "loss_maskiou": 0.007028945867205039, "loss_sem_seg": 0.34618000593036413, "lr": 0.01, "mask_rcnn/accuracy": 0.8711981169279306, "mask_rcnn/false_negative": 0.1143905985152251, "mask_rcnn/false_positive": 0.1604224043857826, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7874210122972727, "total_loss": 1.781893419312837} {"data_time": 0.016220731660723686, "eta_seconds": 157865.48093190324, "iteration": 68179, "loss_fcos_cls": 0.2844769775401801, "loss_fcos_ctr": 0.6217307313345373, "loss_fcos_loc": 0.21319041377864778, "loss_mask": 0.2777515510097146, "loss_maskiou": 0.0074702913843793795, "loss_sem_seg": 0.2885379367507994, "lr": 0.01, "mask_rcnn/accuracy": 0.885773913223826, "mask_rcnn/false_negative": 0.08296290725655818, "mask_rcnn/false_positive": 0.15262848944134536, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7795954281464219, "total_loss": 1.6951084687607363} {"data_time": 0.015392002649605274, "eta_seconds": 157896.2511249259, "iteration": 68199, "loss_fcos_cls": 0.2851583771407604, "loss_fcos_ctr": 0.6227079168893397, "loss_fcos_loc": 0.209672610508278, "loss_mask": 0.28893491718918085, "loss_maskiou": 0.0069798736803932115, "loss_sem_seg": 0.3049118993803859, "lr": 0.01, "mask_rcnn/accuracy": 0.8633795087802563, "mask_rcnn/false_negative": 0.1205879395623945, "mask_rcnn/false_positive": 0.15238309266579997, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.8125955276191235, "total_loss": 1.714437238051687} {"data_time": 0.01635634060949087, "eta_seconds": 157882.56602595467, "iteration": 68219, "loss_fcos_cls": 0.2805961512494832, "loss_fcos_ctr": 0.6241126591339707, "loss_fcos_loc": 0.23178107861895114, "loss_mask": 0.2982516372576356, "loss_maskiou": 0.00706567132147029, "loss_sem_seg": 0.28017243137583137, "lr": 0.01, "mask_rcnn/accuracy": 0.871522313744775, "mask_rcnn/false_negative": 0.10702101294161584, "mask_rcnn/false_positive": 0.14982467757907847, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7721876734867692, "total_loss": 1.717629258200759} {"data_time": 0.014863859862089157, "eta_seconds": 157710.6859317515, "iteration": 68239, "loss_fcos_cls": 0.2853991095907986, "loss_fcos_ctr": 0.6196445440873504, "loss_fcos_loc": 0.20923192717600614, "loss_mask": 0.2857479341328144, "loss_maskiou": 0.00709033892781008, "loss_sem_seg": 0.31324852630496025, "lr": 0.01, "mask_rcnn/accuracy": 0.9009389172335601, "mask_rcnn/false_negative": 0.09364260922095367, "mask_rcnn/false_positive": 0.14144974554244788, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7678035348653793, "total_loss": 1.721088644626434} {"data_time": 0.016427026130259037, "eta_seconds": 157695.0525153894, "iteration": 68259, "loss_fcos_cls": 0.2707698568701744, "loss_fcos_ctr": 0.6231757625937462, "loss_fcos_loc": 0.21048987586982548, "loss_mask": 0.3073578244075179, "loss_maskiou": 0.007274272560607642, "loss_sem_seg": 0.29761498933658004, "lr": 0.01, "mask_rcnn/accuracy": 0.8708035714285715, "mask_rcnn/false_negative": 0.11575477585990868, "mask_rcnn/false_positive": 0.17163714308922712, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.5, "time": 0.7769422885030508, "total_loss": 1.7211779078206746} {"data_time": 0.016461131162941456, "eta_seconds": 157651.85614501592, "iteration": 68279, "loss_fcos_cls": 0.2754454603418708, "loss_fcos_ctr": 0.6215337468311191, "loss_fcos_loc": 0.2091214251704514, "loss_mask": 0.2936246544122696, "loss_maskiou": 0.006578412547241896, "loss_sem_seg": 0.311793755274266, "lr": 0.01, "mask_rcnn/accuracy": 0.8740725977891157, "mask_rcnn/false_negative": 0.08443755289966469, "mask_rcnn/false_positive": 0.13295783786348392, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.7712334850803018, "total_loss": 1.729252473989618} {"data_time": 0.016949676908552647, "eta_seconds": 157779.62746427022, "iteration": 68299, "loss_fcos_cls": 0.29754513455554843, "loss_fcos_ctr": 0.6227616220712662, "loss_fcos_loc": 0.21139233419671655, "loss_mask": 0.28883715998381376, "loss_maskiou": 0.006827753226389177, "loss_sem_seg": 0.3454634682275355, "lr": 0.01, "mask_rcnn/accuracy": 0.8642768028928743, "mask_rcnn/false_negative": 0.10283464435161463, "mask_rcnn/false_positive": 0.13337471748538843, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.7946133026853204, "total_loss": 1.7726605416246457} {"data_time": 0.015634823590517044, "eta_seconds": 157648.15226630308, "iteration": 68319, "loss_fcos_cls": 0.2888704380020499, "loss_fcos_ctr": 0.6197160631418228, "loss_fcos_loc": 0.20495679799932986, "loss_mask": 0.2706235572695732, "loss_maskiou": 0.006457933537603822, "loss_sem_seg": 0.31265725335106254, "lr": 0.01, "mask_rcnn/accuracy": 0.8767821140552996, "mask_rcnn/false_negative": 0.08522259220354288, "mask_rcnn/false_positive": 0.14895752798336998, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.7891601622104645, "total_loss": 1.7177640500594862} {"data_time": 0.01575544197112322, "eta_seconds": 157612.39710769802, "iteration": 68339, "loss_fcos_cls": 0.2805040874518454, "loss_fcos_ctr": 0.6223441772162914, "loss_fcos_loc": 0.21342967136297375, "loss_mask": 0.28353106044232845, "loss_maskiou": 0.006676728175079916, "loss_sem_seg": 0.31473179277963936, "lr": 0.01, "mask_rcnn/accuracy": 0.8702818254759102, "mask_rcnn/false_negative": 0.09602600815151868, "mask_rcnn/false_positive": 0.16677092841171584, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7799214022234082, "total_loss": 1.739094467022369} {"data_time": 0.015084890648722649, "eta_seconds": 157659.9632274732, "iteration": 68359, "loss_fcos_cls": 0.2895595964509994, "loss_fcos_ctr": 0.6207861825823784, "loss_fcos_loc": 0.208556468016468, "loss_mask": 0.2941573644056916, "loss_maskiou": 0.00700016095652245, "loss_sem_seg": 0.3294953494332731, "lr": 0.01, "mask_rcnn/accuracy": 0.8734805252662395, "mask_rcnn/false_negative": 0.11733893765946882, "mask_rcnn/false_positive": 0.12784106846927787, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7993897311389446, "total_loss": 1.7450077001267346} {"data_time": 0.016171036288142204, "eta_seconds": 157740.57145215757, "iteration": 68379, "loss_fcos_cls": 0.272471874486655, "loss_fcos_ctr": 0.6251125792041421, "loss_fcos_loc": 0.2193003367865458, "loss_mask": 0.29404428508132696, "loss_maskiou": 0.006916999147506431, "loss_sem_seg": 0.318275548517704, "lr": 0.01, "mask_rcnn/accuracy": 0.8805475263763776, "mask_rcnn/false_negative": 0.10139894273406548, "mask_rcnn/false_positive": 0.1386315528340189, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.785528426989913, "total_loss": 1.7531761298305355} {"data_time": 0.017269378527998924, "eta_seconds": 157745.72227501683, "iteration": 68399, "loss_fcos_cls": 0.2857744637876749, "loss_fcos_ctr": 0.6239625848829746, "loss_fcos_loc": 0.21490687737241387, "loss_mask": 0.2819940084591508, "loss_maskiou": 0.006827057193731889, "loss_sem_seg": 0.3407874796539545, "lr": 0.01, "mask_rcnn/accuracy": 0.8737372790025101, "mask_rcnn/false_negative": 0.09131318171203603, "mask_rcnn/false_positive": 0.13944963765819696, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7944656107574701, "total_loss": 1.7705879258865025} {"data_time": 0.01648757793009281, "eta_seconds": 157671.64961645007, "iteration": 68419, "loss_fcos_cls": 0.2841753950342536, "loss_fcos_ctr": 0.6274452675133944, "loss_fcos_loc": 0.22230911755468696, "loss_mask": 0.30352981109172106, "loss_maskiou": 0.007421975693432614, "loss_sem_seg": 0.3175794098060578, "lr": 0.01, "mask_rcnn/accuracy": 0.8779985678481919, "mask_rcnn/false_negative": 0.10412814964155091, "mask_rcnn/false_positive": 0.15660263742023506, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7797277020290494, "total_loss": 1.7597941212488877} {"data_time": 0.018909535370767117, "eta_seconds": 157693.62974327244, "iteration": 68439, "loss_fcos_cls": 0.2794246645644307, "loss_fcos_ctr": 0.6213995800353587, "loss_fcos_loc": 0.2179067546967417, "loss_mask": 0.2874030554667115, "loss_maskiou": 0.007691970022278838, "loss_sem_seg": 0.27742373081855476, "lr": 0.01, "mask_rcnn/accuracy": 0.8645423594969903, "mask_rcnn/false_negative": 0.10609986210251161, "mask_rcnn/false_positive": 0.14529063652755442, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.5, "time": 0.7793280873447657, "total_loss": 1.6981969871703768} {"data_time": 0.016788631677627563, "eta_seconds": 157677.9825069774, "iteration": 68459, "loss_fcos_cls": 0.30297403666190803, "loss_fcos_ctr": 0.6218077419325709, "loss_fcos_loc": 0.21413266682066023, "loss_mask": 0.2957081748172641, "loss_maskiou": 0.0073570590693634585, "loss_sem_seg": 0.32650692854076624, "lr": 0.01, "mask_rcnn/accuracy": 0.878338792903525, "mask_rcnn/false_negative": 0.10529719844071307, "mask_rcnn/false_positive": 0.1467132531136289, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7914285147562623, "total_loss": 1.7326474154688185} {"data_time": 0.0173252047970891, "eta_seconds": 157679.13028539065, "iteration": 68479, "loss_fcos_cls": 0.27314449450932443, "loss_fcos_ctr": 0.6215973012149334, "loss_fcos_loc": 0.20878465217538178, "loss_mask": 0.29181785229593515, "loss_maskiou": 0.0067389885953161865, "loss_sem_seg": 0.3074124865233898, "lr": 0.01, "mask_rcnn/accuracy": 0.8713623818805691, "mask_rcnn/false_negative": 0.09301813383491797, "mask_rcnn/false_positive": 0.15989371627295484, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7914290549233556, "total_loss": 1.7127166260033846} {"data_time": 0.014934185892343521, "eta_seconds": 157667.47577709518, "iteration": 68499, "loss_fcos_cls": 0.3010712533723563, "loss_fcos_ctr": 0.6230118796229362, "loss_fcos_loc": 0.22670665895566344, "loss_mask": 0.3002927713096142, "loss_maskiou": 0.00695948967768345, "loss_sem_seg": 0.2883206903934479, "lr": 0.01, "mask_rcnn/accuracy": 0.8532808956916099, "mask_rcnn/false_negative": 0.11778477209255993, "mask_rcnn/false_positive": 0.16566251642389612, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7823265949264169, "total_loss": 1.7591077444812981} {"data_time": 0.016152219846844673, "eta_seconds": 157647.83247915003, "iteration": 68519, "loss_fcos_cls": 0.29477218678221107, "loss_fcos_ctr": 0.6260897954925895, "loss_fcos_loc": 0.22207581298425794, "loss_mask": 0.2937806351110339, "loss_maskiou": 0.0070881112915230915, "loss_sem_seg": 0.3232637862674892, "lr": 0.01, "mask_rcnn/accuracy": 0.8789957666040976, "mask_rcnn/false_negative": 0.10571802452607407, "mask_rcnn/false_positive": 0.15151094902900303, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7779389098286629, "total_loss": 1.74419808103994} {"data_time": 0.016668612137436867, "eta_seconds": 157675.6105490448, "iteration": 68539, "loss_fcos_cls": 0.29891810077242553, "loss_fcos_ctr": 0.6252125361934304, "loss_fcos_loc": 0.2223911841865629, "loss_mask": 0.3016587235033512, "loss_maskiou": 0.006510965831694193, "loss_sem_seg": 0.30467071244493127, "lr": 0.01, "mask_rcnn/accuracy": 0.8615965136054422, "mask_rcnn/false_negative": 0.10310685447927323, "mask_rcnn/false_positive": 0.1583265125155902, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7948350869119167, "total_loss": 1.792046152986586} {"data_time": 0.016653339378535748, "eta_seconds": 157822.89531250857, "iteration": 68559, "loss_fcos_cls": 0.2856574694160372, "loss_fcos_ctr": 0.6264400489162654, "loss_fcos_loc": 0.22444203367922455, "loss_mask": 0.3030124641954899, "loss_maskiou": 0.008162304729921743, "loss_sem_seg": 0.2930661141872406, "lr": 0.01, "mask_rcnn/accuracy": 0.8540578106781042, "mask_rcnn/false_negative": 0.12621795636227942, "mask_rcnn/false_positive": 0.16409405166080696, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.7974114241078496, "total_loss": 1.7561447921179933} {"data_time": 0.01616666279733181, "eta_seconds": 157845.4368307721, "iteration": 68579, "loss_fcos_cls": 0.28466940578073263, "loss_fcos_ctr": 0.6241283589042723, "loss_fcos_loc": 0.2182342513697222, "loss_mask": 0.2883309246972203, "loss_maskiou": 0.006443943042540923, "loss_sem_seg": 0.2997956918552518, "lr": 0.01, "mask_rcnn/accuracy": 0.881211917106292, "mask_rcnn/false_negative": 0.10053285276109301, "mask_rcnn/false_positive": 0.1558575547001287, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.5, "time": 0.7820912702009082, "total_loss": 1.7370758345641661} {"data_time": 0.01642980333417654, "eta_seconds": 157857.03922208957, "iteration": 68599, "loss_fcos_cls": 0.28737644013017416, "loss_fcos_ctr": 0.6205356540158391, "loss_fcos_loc": 0.21592754870653152, "loss_mask": 0.29863386508077383, "loss_maskiou": 0.007595408191264141, "loss_sem_seg": 0.3264957929495722, "lr": 0.01, "mask_rcnn/accuracy": 0.8657855121041016, "mask_rcnn/false_negative": 0.08052011890479532, "mask_rcnn/false_positive": 0.17219459047810726, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7758370563387871, "total_loss": 1.7490674855944235} {"data_time": 0.017016658559441566, "eta_seconds": 157851.15647366457, "iteration": 68619, "loss_fcos_cls": 0.27907155139837414, "loss_fcos_ctr": 0.6221216451376677, "loss_fcos_loc": 0.2073580091819167, "loss_mask": 0.30011584237217903, "loss_maskiou": 0.007397976572974585, "loss_sem_seg": 0.2891219099983573, "lr": 0.01, "mask_rcnn/accuracy": 0.8637666815360023, "mask_rcnn/false_negative": 0.1178359640110677, "mask_rcnn/false_positive": 0.14935490279346736, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7825197409838438, "total_loss": 1.6972668205271475} {"data_time": 0.014728794805705547, "eta_seconds": 157842.1998176137, "iteration": 68639, "loss_fcos_cls": 0.28334108437411487, "loss_fcos_ctr": 0.6251196870580316, "loss_fcos_loc": 0.22632581181824207, "loss_mask": 0.309196456335485, "loss_maskiou": 0.007275003794347867, "loss_sem_seg": 0.3019891735166311, "lr": 0.01, "mask_rcnn/accuracy": 0.879366734358217, "mask_rcnn/false_negative": 0.11064465476435699, "mask_rcnn/false_positive": 0.11857923567710604, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7838600482791662, "total_loss": 1.761722829498467} {"data_time": 0.014132318086922169, "eta_seconds": 157831.32093914598, "iteration": 68659, "loss_fcos_cls": 0.2771504386328161, "loss_fcos_ctr": 0.6263542361557484, "loss_fcos_loc": 0.22351822699420154, "loss_mask": 0.2969123665243387, "loss_maskiou": 0.006816777138737962, "loss_sem_seg": 0.30178623576648533, "lr": 0.01, "mask_rcnn/accuracy": 0.8831436420722134, "mask_rcnn/false_negative": 0.08547106458305731, "mask_rcnn/false_positive": 0.15295509254729217, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7965215733274817, "total_loss": 1.7236832454655087} {"data_time": 0.015891315415501595, "eta_seconds": 157833.49355728738, "iteration": 68679, "loss_fcos_cls": 0.29224218986928463, "loss_fcos_ctr": 0.6221503373235464, "loss_fcos_loc": 0.22128982818685472, "loss_mask": 0.2910328647121787, "loss_maskiou": 0.007223221036838368, "loss_sem_seg": 0.3211922668851912, "lr": 0.01, "mask_rcnn/accuracy": 0.8658928318099832, "mask_rcnn/false_negative": 0.1256851037714377, "mask_rcnn/false_positive": 0.1478906859393057, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.0, "time": 0.7788393795490265, "total_loss": 1.7548351892255596} {"data_time": 0.015580885112285614, "eta_seconds": 157799.96491708606, "iteration": 68699, "loss_fcos_cls": 0.2793750548735261, "loss_fcos_ctr": 0.6242999285459518, "loss_fcos_loc": 0.21921789704356343, "loss_mask": 0.28755603916943073, "loss_maskiou": 0.007118596724467352, "loss_sem_seg": 0.30012767063453794, "lr": 0.01, "mask_rcnn/accuracy": 0.8640778161658365, "mask_rcnn/false_negative": 0.10706333347249933, "mask_rcnn/false_positive": 0.16646283295176112, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.0, "time": 0.7699318546801805, "total_loss": 1.7219873885478592} {"data_time": 0.014884588308632374, "eta_seconds": 157755.16294040252, "iteration": 68719, "loss_fcos_cls": 0.2705628004623577, "loss_fcos_ctr": 0.6248243474401534, "loss_fcos_loc": 0.21302182489307597, "loss_mask": 0.2908123917877674, "loss_maskiou": 0.0067708554124692455, "loss_sem_seg": 0.3262757435441017, "lr": 0.01, "mask_rcnn/accuracy": 0.875042105782599, "mask_rcnn/false_negative": 0.10147165810282407, "mask_rcnn/false_positive": 0.1640587987984631, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7816625526174903, "total_loss": 1.6951135137642268} {"data_time": 0.01714150235056877, "eta_seconds": 157763.8121458115, "iteration": 68739, "loss_fcos_cls": 0.285041599185206, "loss_fcos_ctr": 0.6226308941841125, "loss_fcos_loc": 0.2168727614916861, "loss_mask": 0.28407444432377815, "loss_maskiou": 0.006541573748108931, "loss_sem_seg": 0.3014639294706285, "lr": 0.01, "mask_rcnn/accuracy": 0.8578331864790927, "mask_rcnn/false_negative": 0.11329765168241065, "mask_rcnn/false_positive": 0.16163042172293646, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.7958979783579707, "total_loss": 1.714685190905584} {"data_time": 0.01615057233721018, "eta_seconds": 157674.54272411764, "iteration": 68759, "loss_fcos_cls": 0.2940725237131119, "loss_fcos_ctr": 0.6242115003988147, "loss_fcos_loc": 0.21043107705190778, "loss_mask": 0.2764058168977499, "loss_maskiou": 0.006991319343796931, "loss_sem_seg": 0.3155874195508659, "lr": 0.01, "mask_rcnn/accuracy": 0.887151506944241, "mask_rcnn/false_negative": 0.09094203538116345, "mask_rcnn/false_positive": 0.14536837556556637, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7772747287526727, "total_loss": 1.7207770554086892} {"data_time": 0.015737561509013176, "eta_seconds": 157708.1375888968, "iteration": 68779, "loss_fcos_cls": 0.27760272077284753, "loss_fcos_ctr": 0.6235316349193454, "loss_fcos_loc": 0.21480143221560866, "loss_mask": 0.2864917851984501, "loss_maskiou": 0.006656488025328144, "loss_sem_seg": 0.3067896757274866, "lr": 0.01, "mask_rcnn/accuracy": 0.881951530612245, "mask_rcnn/false_negative": 0.0904000441359418, "mask_rcnn/false_positive": 0.1341290039274461, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7832588003948331, "total_loss": 1.7365500941232312} {"data_time": 0.01638921443372965, "eta_seconds": 157673.03178808652, "iteration": 68799, "loss_fcos_cls": 0.27987947314977646, "loss_fcos_ctr": 0.6261261776089668, "loss_fcos_loc": 0.22185237653320655, "loss_mask": 0.3014718098565936, "loss_maskiou": 0.0073685263632796705, "loss_sem_seg": 0.29058637749403715, "lr": 0.01, "mask_rcnn/accuracy": 0.8771319024021091, "mask_rcnn/false_negative": 0.09240457191650808, "mask_rcnn/false_positive": 0.13770475944073152, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7597037591040134, "total_loss": 1.7427491214730253} {"data_time": 0.01552816666662693, "eta_seconds": 157627.532062456, "iteration": 68819, "loss_fcos_cls": 0.2927456321194768, "loss_fcos_ctr": 0.6255737692117691, "loss_fcos_loc": 0.21629895718069747, "loss_mask": 0.29461193457245827, "loss_maskiou": 0.007962257164763287, "loss_sem_seg": 0.3279384979978204, "lr": 0.01, "mask_rcnn/accuracy": 0.8758615288220551, "mask_rcnn/false_negative": 0.09675029794821888, "mask_rcnn/false_positive": 0.12424520672085983, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7932159127667546, "total_loss": 1.770209322537994} {"data_time": 0.015769059769809246, "eta_seconds": 157611.86184190214, "iteration": 68839, "loss_fcos_cls": 0.274322378449142, "loss_fcos_ctr": 0.6256243498064578, "loss_fcos_loc": 0.21760181267745793, "loss_mask": 0.2857867078855634, "loss_maskiou": 0.007384466414805502, "loss_sem_seg": 0.31408082181587815, "lr": 0.01, "mask_rcnn/accuracy": 0.8699000074721563, "mask_rcnn/false_negative": 0.10762499879740434, "mask_rcnn/false_positive": 0.13133830789035364, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7741945460438728, "total_loss": 1.7187202725326642} {"data_time": 0.015388291329145432, "eta_seconds": 157602.84229729604, "iteration": 68859, "loss_fcos_cls": 0.27690780512057245, "loss_fcos_ctr": 0.6234872480854392, "loss_fcos_loc": 0.2107556948903948, "loss_mask": 0.2764968192204833, "loss_maskiou": 0.0066900283127324656, "loss_sem_seg": 0.3037968131247908, "lr": 0.01, "mask_rcnn/accuracy": 0.8688829080480605, "mask_rcnn/false_negative": 0.09956930930571944, "mask_rcnn/false_positive": 0.17382623206474104, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7849951926618814, "total_loss": 1.7356288525334094} {"data_time": 0.015842461958527565, "eta_seconds": 157587.17141544726, "iteration": 68879, "loss_fcos_cls": 0.29119127127341926, "loss_fcos_ctr": 0.6234417501837015, "loss_fcos_loc": 0.20857702707871795, "loss_mask": 0.27928734151646495, "loss_maskiou": 0.006823616029578261, "loss_sem_seg": 0.3235111185349524, "lr": 0.01, "mask_rcnn/accuracy": 0.8776827465548827, "mask_rcnn/false_negative": 0.10671612769556005, "mask_rcnn/false_positive": 0.14277016190603314, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.7856676951050758, "total_loss": 1.7554492715571541} {"data_time": 0.01776971947401762, "eta_seconds": 157481.79597528838, "iteration": 68899, "loss_fcos_cls": 0.29199328157119453, "loss_fcos_ctr": 0.6234646616503596, "loss_fcos_loc": 0.22051709983497858, "loss_mask": 0.2915223487652838, "loss_maskiou": 0.007418553403113037, "loss_sem_seg": 0.28236972028389573, "lr": 0.01, "mask_rcnn/accuracy": 0.880361443357831, "mask_rcnn/false_negative": 0.11104472496862985, "mask_rcnn/false_positive": 0.13350267890419218, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.0, "time": 0.7725335964933038, "total_loss": 1.7544715450931108} {"data_time": 0.01642135251313448, "eta_seconds": 157408.47337659728, "iteration": 68919, "loss_fcos_cls": 0.27592053823173046, "loss_fcos_ctr": 0.6209597503766418, "loss_fcos_loc": 0.20872125413734466, "loss_mask": 0.2795628309249878, "loss_maskiou": 0.006611344368138816, "loss_sem_seg": 0.30320966290310025, "lr": 0.01, "mask_rcnn/accuracy": 0.8702795436957852, "mask_rcnn/false_negative": 0.09735360157210313, "mask_rcnn/false_positive": 0.18187413401611058, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7704744106158614, "total_loss": 1.7097339981701225} {"data_time": 0.01654550340026617, "eta_seconds": 157453.98341593705, "iteration": 68939, "loss_fcos_cls": 0.28094741236418486, "loss_fcos_ctr": 0.624975654296577, "loss_fcos_loc": 0.23040624195709825, "loss_mask": 0.2878796346485615, "loss_maskiou": 0.0067089907242916524, "loss_sem_seg": 0.33700756868347526, "lr": 0.01, "mask_rcnn/accuracy": 0.8664825840438916, "mask_rcnn/false_negative": 0.11515999227034779, "mask_rcnn/false_positive": 0.15720919974871203, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.5, "time": 0.7827138584107161, "total_loss": 1.762052131256496} {"data_time": 0.015479065477848053, "eta_seconds": 157508.6405876875, "iteration": 68959, "loss_fcos_cls": 0.2847016453742981, "loss_fcos_ctr": 0.6205895310267806, "loss_fcos_loc": 0.19703484629280865, "loss_mask": 0.28914885595440865, "loss_maskiou": 0.006825655967986677, "loss_sem_seg": 0.30802489165216684, "lr": 0.01, "mask_rcnn/accuracy": 0.8799421791262925, "mask_rcnn/false_negative": 0.09906288505019162, "mask_rcnn/false_positive": 0.11477367775262959, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 26.0, "time": 0.7821593713015318, "total_loss": 1.696114315003797} {"data_time": 0.016497274860739708, "eta_seconds": 157502.170298025, "iteration": 68979, "loss_fcos_cls": 0.29576203925535083, "loss_fcos_ctr": 0.6251387745141983, "loss_fcos_loc": 0.21624513843562454, "loss_mask": 0.2937403256073594, "loss_maskiou": 0.0070463549927808344, "loss_sem_seg": 0.3319632555358112, "lr": 0.01, "mask_rcnn/accuracy": 0.8541392363396971, "mask_rcnn/false_negative": 0.12266969385072957, "mask_rcnn/false_positive": 0.17576779867810607, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7953873220831156, "total_loss": 1.7843222157025593} {"data_time": 0.01681971177458763, "eta_seconds": 157477.30197703838, "iteration": 68999, "loss_fcos_cls": 0.2759630676009692, "loss_fcos_ctr": 0.6240010806359351, "loss_fcos_loc": 0.2197292156633921, "loss_mask": 0.291348397731781, "loss_maskiou": 0.006864543320261873, "loss_sem_seg": 0.32058881130069494, "lr": 0.01, "mask_rcnn/accuracy": 0.8644031422092646, "mask_rcnn/false_negative": 0.10269915143450661, "mask_rcnn/false_positive": 0.16333555115336312, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.7837336268275976, "total_loss": 1.7544276694825385} {"data_time": 0.01550234667956829, "eta_seconds": 157461.63267171383, "iteration": 69019, "loss_fcos_cls": 0.2779500326141715, "loss_fcos_ctr": 0.621792808175087, "loss_fcos_loc": 0.2139155631302856, "loss_mask": 0.29348723590373993, "loss_maskiou": 0.0073716199258342385, "loss_sem_seg": 0.3316368942614645, "lr": 0.01, "mask_rcnn/accuracy": 0.8549491369128296, "mask_rcnn/false_negative": 0.12605684205724682, "mask_rcnn/false_positive": 0.17324653189845418, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7843847079202533, "total_loss": 1.7905092637229245} {"data_time": 0.01667049154639244, "eta_seconds": 157455.1596363634, "iteration": 69039, "loss_fcos_cls": 0.2804636156652123, "loss_fcos_ctr": 0.6228066398762167, "loss_fcos_loc": 0.2182775246910751, "loss_mask": 0.28958712983876467, "loss_maskiou": 0.006172616514959373, "loss_sem_seg": 0.315731527749449, "lr": 0.01, "mask_rcnn/accuracy": 0.8809916762342136, "mask_rcnn/false_negative": 0.10560183043177743, "mask_rcnn/false_positive": 0.15179200388490438, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.5, "time": 0.7812237683683634, "total_loss": 1.7223832021118142} {"data_time": 0.01598400715738535, "eta_seconds": 157469.28037400357, "iteration": 69059, "loss_fcos_cls": 0.2841050452552736, "loss_fcos_ctr": 0.6225199084728956, "loss_fcos_loc": 0.21428955695591867, "loss_mask": 0.28920162096619606, "loss_maskiou": 0.00631910479569342, "loss_sem_seg": 0.28399747190997005, "lr": 0.01, "mask_rcnn/accuracy": 0.864358376329255, "mask_rcnn/false_negative": 0.11936015699188597, "mask_rcnn/false_positive": 0.14420462139158516, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.789796438999474, "total_loss": 1.7342055790359154} {"data_time": 0.01627371273934841, "eta_seconds": 157430.46259695943, "iteration": 69079, "loss_fcos_cls": 0.28198024025186896, "loss_fcos_ctr": 0.6212032292969525, "loss_fcos_loc": 0.21307191997766495, "loss_mask": 0.3015790032222867, "loss_maskiou": 0.0071297679241979495, "loss_sem_seg": 0.3252614317461848, "lr": 0.01, "mask_rcnn/accuracy": 0.8970884823085079, "mask_rcnn/false_negative": 0.08943072034931593, "mask_rcnn/false_positive": 0.12685316560894738, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.25, "time": 0.7727689491584897, "total_loss": 1.7327056793874362} {"data_time": 0.01623680256307125, "eta_seconds": 157288.57964734174, "iteration": 69099, "loss_fcos_cls": 0.2762515277136117, "loss_fcos_ctr": 0.6219645366072655, "loss_fcos_loc": 0.20863855461357161, "loss_mask": 0.29094917606562376, "loss_maskiou": 0.007218992774141952, "loss_sem_seg": 0.30030501494184136, "lr": 0.01, "mask_rcnn/accuracy": 0.8761959191889316, "mask_rcnn/false_negative": 0.11396960398756129, "mask_rcnn/false_positive": 0.15545679865374762, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7634931728243828, "total_loss": 1.7082026649804902} {"data_time": 0.016011242754757404, "eta_seconds": 157314.31781736854, "iteration": 69119, "loss_fcos_cls": 0.2771029435098171, "loss_fcos_ctr": 0.6220437893643975, "loss_fcos_loc": 0.21240179403685033, "loss_mask": 0.285410207696259, "loss_maskiou": 0.007393223517283332, "loss_sem_seg": 0.3242064933292568, "lr": 0.01, "mask_rcnn/accuracy": 0.8748903858418368, "mask_rcnn/false_negative": 0.08659208698886618, "mask_rcnn/false_positive": 0.15013431319678644, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7824523635208607, "total_loss": 1.7463385754526826} {"data_time": 0.015587805770337582, "eta_seconds": 157298.65537862945, "iteration": 69139, "loss_fcos_cls": 0.2905074614100158, "loss_fcos_ctr": 0.6251850165426731, "loss_fcos_loc": 0.21510097733698785, "loss_mask": 0.2832773644477129, "loss_maskiou": 0.007015700248302892, "loss_sem_seg": 0.3138958774507046, "lr": 0.01, "mask_rcnn/accuracy": 0.8687293653705062, "mask_rcnn/false_negative": 0.10259722597494177, "mask_rcnn/false_positive": 0.16860668776354754, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.5, "time": 0.7932566730305552, "total_loss": 1.7777773835296102} {"data_time": 0.01687825284898281, "eta_seconds": 157232.80840072688, "iteration": 69159, "loss_fcos_cls": 0.29130931105464697, "loss_fcos_ctr": 0.6238037375733256, "loss_fcos_loc": 0.21858427696861327, "loss_mask": 0.28661061078310013, "loss_maskiou": 0.0069180170830804855, "loss_sem_seg": 0.2941516418941319, "lr": 0.01, "mask_rcnn/accuracy": 0.8684390799719526, "mask_rcnn/false_negative": 0.08317794972592459, "mask_rcnn/false_positive": 0.14946726846466046, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.0, "time": 0.7878953088074923, "total_loss": 1.7406185902873403} {"data_time": 0.016218770295381546, "eta_seconds": 157217.15095942747, "iteration": 69179, "loss_fcos_cls": 0.29283294873312116, "loss_fcos_ctr": 0.6214957991614938, "loss_fcos_loc": 0.21579898241907358, "loss_mask": 0.29903287813067436, "loss_maskiou": 0.007640154886757955, "loss_sem_seg": 0.3328707907348871, "lr": 0.01, "mask_rcnn/accuracy": 0.8697005587949465, "mask_rcnn/false_negative": 0.09314166604349919, "mask_rcnn/false_positive": 0.1559191969178662, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.5, "time": 0.7825540499761701, "total_loss": 1.747507520893123} {"data_time": 0.015356902033090591, "eta_seconds": 157137.41193769127, "iteration": 69199, "loss_fcos_cls": 0.2900265706703067, "loss_fcos_ctr": 0.6231965143233538, "loss_fcos_loc": 0.20631410519126803, "loss_mask": 0.28873171005398035, "loss_maskiou": 0.0071291255808318965, "loss_sem_seg": 0.31714437529444695, "lr": 0.01, "mask_rcnn/accuracy": 0.8858722750463821, "mask_rcnn/false_negative": 0.11048535726788888, "mask_rcnn/false_positive": 0.1568266871598635, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 24.75, "time": 0.7806147746741772, "total_loss": 1.7347066899965284} {"data_time": 0.017201769165694714, "eta_seconds": 157163.54795393161, "iteration": 69219, "loss_fcos_cls": 0.28032044786959887, "loss_fcos_ctr": 0.6215798212215304, "loss_fcos_loc": 0.21115320990793407, "loss_mask": 0.2896459652110934, "loss_maskiou": 0.007402033887046855, "loss_sem_seg": 0.2610481814481318, "lr": 0.01, "mask_rcnn/accuracy": 0.8669613092319975, "mask_rcnn/false_negative": 0.1067911159534485, "mask_rcnn/false_positive": 0.16541112403019742, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7859298344701529, "total_loss": 1.7198132835983415} {"data_time": 0.016827980987727642, "eta_seconds": 157251.81452261005, "iteration": 69239, "loss_fcos_cls": 0.30461578629910946, "loss_fcos_ctr": 0.6248018089681864, "loss_fcos_loc": 0.22203075396828353, "loss_mask": 0.30112296249717474, "loss_maskiou": 0.00797295942902565, "loss_sem_seg": 0.31788404658436775, "lr": 0.01, "mask_rcnn/accuracy": 0.8781766277939747, "mask_rcnn/false_negative": 0.08913191341088914, "mask_rcnn/false_positive": 0.1497450602728469, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7913346914574504, "total_loss": 1.803806951007573} {"data_time": 0.015871504321694374, "eta_seconds": 157282.78721027076, "iteration": 69259, "loss_fcos_cls": 0.2915703607723117, "loss_fcos_ctr": 0.625461486633867, "loss_fcos_loc": 0.2237610910087824, "loss_mask": 0.2958827596157789, "loss_maskiou": 0.007717341621173546, "loss_sem_seg": 0.2864606361836195, "lr": 0.01, "mask_rcnn/accuracy": 0.8521518540451894, "mask_rcnn/false_negative": 0.1036139294562196, "mask_rcnn/false_positive": 0.16520441895541832, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7867408273741603, "total_loss": 1.7251108457858209} {"data_time": 0.015158151276409626, "eta_seconds": 157336.52277417574, "iteration": 69279, "loss_fcos_cls": 0.2757840927224606, "loss_fcos_ctr": 0.6233068164438009, "loss_fcos_loc": 0.21189981431234628, "loss_mask": 0.28973519802093506, "loss_maskiou": 0.007437682332238182, "loss_sem_seg": 0.3604990625753999, "lr": 0.01, "mask_rcnn/accuracy": 0.8782076696633, "mask_rcnn/false_negative": 0.08819345261280297, "mask_rcnn/false_positive": 0.16643595480768575, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7831725385040045, "total_loss": 1.776811886462383} {"data_time": 0.016126497648656368, "eta_seconds": 157204.81780077983, "iteration": 69299, "loss_fcos_cls": 0.2997449379763566, "loss_fcos_ctr": 0.6238596951588988, "loss_fcos_loc": 0.22100054658949375, "loss_mask": 0.2986864047124982, "loss_maskiou": 0.007161620356782805, "loss_sem_seg": 0.3118297955952585, "lr": 0.01, "mask_rcnn/accuracy": 0.8883940820246152, "mask_rcnn/false_negative": 0.09860704876509765, "mask_rcnn/false_positive": 0.12388066920731741, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.770626600831747, "total_loss": 1.7790138647251297} {"data_time": 0.014816478826105595, "eta_seconds": 157107.5488703316, "iteration": 69319, "loss_fcos_cls": 0.28000278770923615, "loss_fcos_ctr": 0.6240627570077777, "loss_fcos_loc": 0.2210179667454213, "loss_mask": 0.2895440198481083, "loss_maskiou": 0.0071306004538200796, "loss_sem_seg": 0.3007652759552002, "lr": 0.01, "mask_rcnn/accuracy": 0.8764715697599794, "mask_rcnn/false_negative": 0.08374548861150263, "mask_rcnn/false_positive": 0.17917536581346827, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.75, "time": 0.7771442774683237, "total_loss": 1.717867431245395} {"data_time": 0.019298072904348373, "eta_seconds": 157173.486652893, "iteration": 69339, "loss_fcos_cls": 0.29328811808954924, "loss_fcos_ctr": 0.6246159439906478, "loss_fcos_loc": 0.22022689902223647, "loss_mask": 0.3045641155913472, "loss_maskiou": 0.007372905325610191, "loss_sem_seg": 0.3041643323376775, "lr": 0.01, "mask_rcnn/accuracy": 0.8571221757933942, "mask_rcnn/false_negative": 0.10812460085472447, "mask_rcnn/false_positive": 0.16770320996681673, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.5, "time": 0.7941037630662322, "total_loss": 1.7733797129913} {"data_time": 0.014855919405817986, "eta_seconds": 157101.36405557767, "iteration": 69359, "loss_fcos_cls": 0.28494778950698674, "loss_fcos_ctr": 0.6246785083785653, "loss_fcos_loc": 0.22112901823129505, "loss_mask": 0.3011340145021677, "loss_maskiou": 0.007204041823570151, "loss_sem_seg": 0.29203942511230707, "lr": 0.01, "mask_rcnn/accuracy": 0.8896824052201526, "mask_rcnn/false_negative": 0.08985218366084946, "mask_rcnn/false_positive": 0.1298882753374346, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.8001885954290628, "total_loss": 1.738668027537642} {"data_time": 0.01595490053296089, "eta_seconds": 157060.57654643338, "iteration": 69379, "loss_fcos_cls": 0.27177690458483994, "loss_fcos_ctr": 0.6224096985533834, "loss_fcos_loc": 0.20904132025316358, "loss_mask": 0.2890071924775839, "loss_maskiou": 0.007720508045167662, "loss_sem_seg": 0.3393808798864484, "lr": 0.01, "mask_rcnn/accuracy": 0.8524460565476191, "mask_rcnn/false_negative": 0.1065920910135081, "mask_rcnn/false_positive": 0.17461362523635326, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.75, "time": 0.7778718862682581, "total_loss": 1.7188039422617294} {"data_time": 0.015679046511650085, "eta_seconds": 156937.21866737958, "iteration": 69399, "loss_fcos_cls": 0.2795722191222012, "loss_fcos_ctr": 0.6213902030140162, "loss_fcos_loc": 0.2143701696768403, "loss_mask": 0.30328799318522215, "loss_maskiou": 0.007549862129963003, "loss_sem_seg": 0.2931104749441147, "lr": 0.01, "mask_rcnn/accuracy": 0.878427140086804, "mask_rcnn/false_negative": 0.11049957398707537, "mask_rcnn/false_positive": 0.17565544969181707, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.7670732848346233, "total_loss": 1.7227154019637965} {"data_time": 0.015898427926003933, "eta_seconds": 156965.250291951, "iteration": 69419, "loss_fcos_cls": 0.28122717095538974, "loss_fcos_ctr": 0.6212438833899796, "loss_fcos_loc": 0.20720809110207483, "loss_mask": 0.2810894828289747, "loss_maskiou": 0.007862001672037877, "loss_sem_seg": 0.2983222322072834, "lr": 0.01, "mask_rcnn/accuracy": 0.8832169231328895, "mask_rcnn/false_negative": 0.11118265427262514, "mask_rcnn/false_positive": 0.15420092712320463, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7986453277990222, "total_loss": 1.7157806077011628} {"data_time": 0.015338106080889702, "eta_seconds": 156926.6354542924, "iteration": 69439, "loss_fcos_cls": 0.2921464256942272, "loss_fcos_ctr": 0.6231254055164754, "loss_fcos_loc": 0.20879731699824333, "loss_mask": 0.2745256396010518, "loss_maskiou": 0.007182382014434552, "loss_sem_seg": 0.3050110060721636, "lr": 0.01, "mask_rcnn/accuracy": 0.8777787582538257, "mask_rcnn/false_negative": 0.11001123216914177, "mask_rcnn/false_positive": 0.14157105329737052, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.7756175259128213, "total_loss": 1.7003541565936757} {"data_time": 0.015604972839355469, "eta_seconds": 156910.98668554332, "iteration": 69459, "loss_fcos_cls": 0.2856250471668318, "loss_fcos_ctr": 0.624179701320827, "loss_fcos_loc": 0.215087098069489, "loss_mask": 0.29698552191257477, "loss_maskiou": 0.006948495836695656, "loss_sem_seg": 0.34655120596289635, "lr": 0.01, "mask_rcnn/accuracy": 0.853704377844464, "mask_rcnn/false_negative": 0.0978247628474597, "mask_rcnn/false_positive": 0.1927795486973019, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7879575379192829, "total_loss": 1.7611469546463923} {"data_time": 0.015289651229977608, "eta_seconds": 156926.57853279356, "iteration": 69479, "loss_fcos_cls": 0.279321679379791, "loss_fcos_ctr": 0.62858912255615, "loss_fcos_loc": 0.22619183012284338, "loss_mask": 0.2910999208688736, "loss_maskiou": 0.007534068325185217, "loss_sem_seg": 0.32847457856405526, "lr": 0.01, "mask_rcnn/accuracy": 0.8832033719882152, "mask_rcnn/false_negative": 0.09327134546462637, "mask_rcnn/false_positive": 0.1607986190970342, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 26.75, "time": 0.797543597407639, "total_loss": 1.7625685762686771} {"data_time": 0.015990140847861767, "eta_seconds": 156944.37485773675, "iteration": 69499, "loss_fcos_cls": 0.2750480091199279, "loss_fcos_ctr": 0.6236487398855388, "loss_fcos_loc": 0.21820319956168532, "loss_mask": 0.2912232968956232, "loss_maskiou": 0.007592364214360714, "loss_sem_seg": 0.2941130872350186, "lr": 0.01, "mask_rcnn/accuracy": 0.8714260534029814, "mask_rcnn/false_negative": 0.10162973276804968, "mask_rcnn/false_positive": 0.16484795823177154, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.8003623997792602, "total_loss": 1.7187047474290011} {"data_time": 0.01685479748994112, "eta_seconds": 156950.97445733752, "iteration": 69519, "loss_fcos_cls": 0.2842685676878318, "loss_fcos_ctr": 0.6245076414197683, "loss_fcos_loc": 0.21470796933863312, "loss_mask": 0.28150240145623684, "loss_maskiou": 0.006782334632589482, "loss_sem_seg": 0.30552321719005704, "lr": 0.01, "mask_rcnn/accuracy": 0.862679986167002, "mask_rcnn/false_negative": 0.10394594157349506, "mask_rcnn/false_positive": 0.19216940938502355, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.7837483594194055, "total_loss": 1.7091423914098414} {"data_time": 0.016431815922260284, "eta_seconds": 156913.0644154232, "iteration": 69539, "loss_fcos_cls": 0.29079293785616755, "loss_fcos_ctr": 0.6232439335435629, "loss_fcos_loc": 0.21099153865361586, "loss_mask": 0.28142513148486614, "loss_maskiou": 0.0076957274141022936, "loss_sem_seg": 0.3027907209470868, "lr": 0.01, "mask_rcnn/accuracy": 0.8678006886393002, "mask_rcnn/false_negative": 0.09856228987341858, "mask_rcnn/false_positive": 0.13892526652088855, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.25, "time": 0.7938764728605747, "total_loss": 1.721561855985783} {"data_time": 0.016004912555217743, "eta_seconds": 156852.95192865003, "iteration": 69559, "loss_fcos_cls": 0.2849529040977359, "loss_fcos_ctr": 0.6233981228433549, "loss_fcos_loc": 0.21481981000397354, "loss_mask": 0.2924978584051132, "loss_maskiou": 0.0072882434105849825, "loss_sem_seg": 0.2998781225178391, "lr": 0.01, "mask_rcnn/accuracy": 0.8783850355500755, "mask_rcnn/false_negative": 0.1063088842264831, "mask_rcnn/false_positive": 0.1468602484982094, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7781463218852878, "total_loss": 1.717267610350973} {"data_time": 0.016670232638716698, "eta_seconds": 156828.16038299538, "iteration": 69579, "loss_fcos_cls": 0.280262746848166, "loss_fcos_ctr": 0.6234507402405143, "loss_fcos_loc": 0.21130737685598433, "loss_mask": 0.273413373157382, "loss_maskiou": 0.006519257425679825, "loss_sem_seg": 0.3233698224648833, "lr": 0.01, "mask_rcnn/accuracy": 0.8755053952117882, "mask_rcnn/false_negative": 0.1122614045786012, "mask_rcnn/false_positive": 0.15528241242725996, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.25, "time": 0.7800316698849201, "total_loss": 1.7338133702578489} {"data_time": 0.01779470592737198, "eta_seconds": 156842.0831104843, "iteration": 69599, "loss_fcos_cls": 0.27581927250139415, "loss_fcos_ctr": 0.625538513995707, "loss_fcos_loc": 0.21512918605003506, "loss_mask": 0.28755268454551697, "loss_maskiou": 0.007562453189166263, "loss_sem_seg": 0.29693837743252516, "lr": 0.01, "mask_rcnn/accuracy": 0.8712148820567188, "mask_rcnn/false_negative": 0.10863598062922988, "mask_rcnn/false_positive": 0.15769364005354822, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7871501231566072, "total_loss": 1.7630425327806734} {"data_time": 0.015352001413702965, "eta_seconds": 156785.79653555062, "iteration": 69619, "loss_fcos_cls": 0.2846948344958946, "loss_fcos_ctr": 0.6224962011910975, "loss_fcos_loc": 0.20684958214405924, "loss_mask": 0.28292437456548214, "loss_maskiou": 0.006541333372297231, "loss_sem_seg": 0.2912135471124202, "lr": 0.01, "mask_rcnn/accuracy": 0.8734444174495195, "mask_rcnn/false_negative": 0.10777727879165681, "mask_rcnn/false_positive": 0.1360496413368369, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7756829895079136, "total_loss": 1.7091596108293743} {"data_time": 0.014817213639616966, "eta_seconds": 156749.45822510775, "iteration": 69639, "loss_fcos_cls": 0.27753179986029863, "loss_fcos_ctr": 0.6238759206607938, "loss_fcos_loc": 0.22232725284993649, "loss_mask": 0.2897322280332446, "loss_maskiou": 0.0073774437041720375, "loss_sem_seg": 0.3051198327448219, "lr": 0.01, "mask_rcnn/accuracy": 0.8713145485466914, "mask_rcnn/false_negative": 0.0779329705352576, "mask_rcnn/false_positive": 0.15913803639542506, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7755109332501888, "total_loss": 1.762142986874096} {"data_time": 0.015701432712376118, "eta_seconds": 156712.4682090506, "iteration": 69659, "loss_fcos_cls": 0.2806307622231543, "loss_fcos_ctr": 0.625022386200726, "loss_fcos_loc": 0.22587674972601235, "loss_mask": 0.30889044143259525, "loss_maskiou": 0.007776167869451456, "loss_sem_seg": 0.3166532062459737, "lr": 0.01, "mask_rcnn/accuracy": 0.8891619448260073, "mask_rcnn/false_negative": 0.11215306484556303, "mask_rcnn/false_positive": 0.11804606753989644, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 22.75, "time": 0.7859412338584661, "total_loss": 1.7677581931347959} {"data_time": 0.01663042511790991, "eta_seconds": 156563.34773481172, "iteration": 69679, "loss_fcos_cls": 0.2778521296568215, "loss_fcos_ctr": 0.6238319780677557, "loss_fcos_loc": 0.218391802161932, "loss_mask": 0.2976543493568897, "loss_maskiou": 0.0070420387492049485, "loss_sem_seg": 0.30135689675807953, "lr": 0.01, "mask_rcnn/accuracy": 0.8780486716608285, "mask_rcnn/false_negative": 0.09336478316649441, "mask_rcnn/false_positive": 0.1461055280089364, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.75, "time": 0.7691971380263567, "total_loss": 1.7316757083754055} {"data_time": 0.01531059481203556, "eta_seconds": 156656.63890275825, "iteration": 69699, "loss_fcos_cls": 0.2901859990088269, "loss_fcos_ctr": 0.6232751831412315, "loss_fcos_loc": 0.21062863303814083, "loss_mask": 0.2820603149011731, "loss_maskiou": 0.0074430812819628045, "loss_sem_seg": 0.3011183603666723, "lr": 0.01, "mask_rcnn/accuracy": 0.873908337035657, "mask_rcnn/false_negative": 0.11259514675510748, "mask_rcnn/false_positive": 0.16121027136581217, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.0, "time": 0.7868639947846532, "total_loss": 1.7283176868004375} {"data_time": 0.015790664590895176, "eta_seconds": 156582.33969441243, "iteration": 69719, "loss_fcos_cls": 0.2977558400016278, "loss_fcos_ctr": 0.6244887844659388, "loss_fcos_loc": 0.22045624029124156, "loss_mask": 0.2924366635270417, "loss_maskiou": 0.007428706521750428, "loss_sem_seg": 0.3088780357502401, "lr": 0.01, "mask_rcnn/accuracy": 0.8776641705069125, "mask_rcnn/false_negative": 0.09302140137917397, "mask_rcnn/false_positive": 0.14835636514134726, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7735292119905353, "total_loss": 1.7686487123428378} {"data_time": 0.017259152606129646, "eta_seconds": 156393.37856876478, "iteration": 69739, "loss_fcos_cls": 0.2898313384503126, "loss_fcos_ctr": 0.6230460330843925, "loss_fcos_loc": 0.21331998496316373, "loss_mask": 0.2908735629171133, "loss_maskiou": 0.007647649472346529, "loss_sem_seg": 0.30965079739689827, "lr": 0.01, "mask_rcnn/accuracy": 0.8697685595977521, "mask_rcnn/false_negative": 0.12053673417175356, "mask_rcnn/false_positive": 0.14994023805185835, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7618701150640845, "total_loss": 1.71891427195078} {"data_time": 0.017535289749503136, "eta_seconds": 156441.3667099038, "iteration": 69759, "loss_fcos_cls": 0.28155269799754024, "loss_fcos_ctr": 0.6209339410997927, "loss_fcos_loc": 0.20586098521016538, "loss_mask": 0.28574778512120247, "loss_maskiou": 0.007019979777396657, "loss_sem_seg": 0.3041456565260887, "lr": 0.01, "mask_rcnn/accuracy": 0.873106724995357, "mask_rcnn/false_negative": 0.10193284886995266, "mask_rcnn/false_positive": 0.15249437180329278, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.5, "time": 0.7860949905589223, "total_loss": 1.755980105488561} {"data_time": 0.015586880035698414, "eta_seconds": 156444.2868091166, "iteration": 69779, "loss_fcos_cls": 0.2927289775107056, "loss_fcos_ctr": 0.6243723593652248, "loss_fcos_loc": 0.215398431988433, "loss_mask": 0.2922721663489938, "loss_maskiou": 0.007465847818821203, "loss_sem_seg": 0.3265382437966764, "lr": 0.01, "mask_rcnn/accuracy": 0.8679549319727891, "mask_rcnn/false_negative": 0.1009387818515824, "mask_rcnn/false_positive": 0.15623441378893177, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7829108387231827, "total_loss": 1.7466089224617463} {"data_time": 0.016856453381478786, "eta_seconds": 156444.47951675113, "iteration": 69799, "loss_fcos_cls": 0.2848327229730785, "loss_fcos_ctr": 0.6240883739665151, "loss_fcos_loc": 0.2138447753386572, "loss_mask": 0.3015363859012723, "loss_maskiou": 0.00699736297247, "loss_sem_seg": 0.30513142980635166, "lr": 0.01, "mask_rcnn/accuracy": 0.8685596419884107, "mask_rcnn/false_negative": 0.10744738553842584, "mask_rcnn/false_positive": 0.16941248490008093, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.0, "time": 0.7799575077369809, "total_loss": 1.752348535519559} {"data_time": 0.015893436037003994, "eta_seconds": 156358.5000648871, "iteration": 69819, "loss_fcos_cls": 0.27290864242240787, "loss_fcos_ctr": 0.621080307289958, "loss_fcos_loc": 0.21539457782637328, "loss_mask": 0.27937685418874025, "loss_maskiou": 0.007359507944784127, "loss_sem_seg": 0.28605742286890745, "lr": 0.01, "mask_rcnn/accuracy": 0.8731913310536981, "mask_rcnn/false_negative": 0.10873518457412379, "mask_rcnn/false_positive": 0.15055655910730273, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7750740610063076, "total_loss": 1.6769379056058824} {"data_time": 0.014567744918167591, "eta_seconds": 156315.28379316255, "iteration": 69839, "loss_fcos_cls": 0.2716173125663772, "loss_fcos_ctr": 0.6239201207645237, "loss_fcos_loc": 0.20697961701080203, "loss_mask": 0.29316001385450363, "loss_maskiou": 0.0072666562045924366, "loss_sem_seg": 0.31010018358938396, "lr": 0.01, "mask_rcnn/accuracy": 0.8963007478632479, "mask_rcnn/false_negative": 0.09317846070990349, "mask_rcnn/false_positive": 0.12014601946504774, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7697677193209529, "total_loss": 1.7324757770402357} {"data_time": 0.014994705095887184, "eta_seconds": 156279.28767296113, "iteration": 69859, "loss_fcos_cls": 0.2889077910222113, "loss_fcos_ctr": 0.6232459917664528, "loss_fcos_loc": 0.21919713076204062, "loss_mask": 0.28740516770631075, "loss_maskiou": 0.006915225574630313, "loss_sem_seg": 0.36060158303007483, "lr": 0.01, "mask_rcnn/accuracy": 0.8676927476978104, "mask_rcnn/false_negative": 0.1024651219584167, "mask_rcnn/false_positive": 0.144243749793539, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7766696475446224, "total_loss": 1.792757878851262} {"data_time": 0.015237431041896343, "eta_seconds": 156311.6349278167, "iteration": 69879, "loss_fcos_cls": 0.28601473569869995, "loss_fcos_ctr": 0.6227609692141414, "loss_fcos_loc": 0.21284705819562078, "loss_mask": 0.2971938569098711, "loss_maskiou": 0.007718680863035843, "loss_sem_seg": 0.2992746434174478, "lr": 0.01, "mask_rcnn/accuracy": 0.8759981373501782, "mask_rcnn/false_negative": 0.08825128539567126, "mask_rcnn/false_positive": 0.15774727633412333, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7928420212119818, "total_loss": 1.7412318693459383} {"data_time": 0.015444227494299412, "eta_seconds": 156523.5206998894, "iteration": 69899, "loss_fcos_cls": 0.289658532012254, "loss_fcos_ctr": 0.6233946490101516, "loss_fcos_loc": 0.21717669675126672, "loss_mask": 0.30024839472025633, "loss_maskiou": 0.007522182670072652, "loss_sem_seg": 0.3353303805924952, "lr": 0.01, "mask_rcnn/accuracy": 0.8674394146332922, "mask_rcnn/false_negative": 0.09786628956173102, "mask_rcnn/false_positive": 0.1708416185199309, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.75, "time": 0.8027551379054785, "total_loss": 1.7793963028379949} {"data_time": 0.017593461088836193, "eta_seconds": 156570.3757862253, "iteration": 69919, "loss_fcos_cls": 0.2806680737994611, "loss_fcos_ctr": 0.6237508836202323, "loss_fcos_loc": 0.2152759770397097, "loss_mask": 0.2891259863972664, "loss_maskiou": 0.00723878807912115, "loss_sem_seg": 0.3316613920032978, "lr": 0.01, "mask_rcnn/accuracy": 0.8633341487279844, "mask_rcnn/false_negative": 0.11197911291788232, "mask_rcnn/false_positive": 0.15622959543110856, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7954058470204473, "total_loss": 1.7583246995927766} {"data_time": 0.015556680038571358, "eta_seconds": 156554.7250871798, "iteration": 69939, "loss_fcos_cls": 0.30111885420046747, "loss_fcos_ctr": 0.6203775284811854, "loss_fcos_loc": 0.20856107876170427, "loss_mask": 0.2920778254047036, "loss_maskiou": 0.0075779517501359805, "loss_sem_seg": 0.34897583024576306, "lr": 0.01, "mask_rcnn/accuracy": 0.866764127956454, "mask_rcnn/false_negative": 0.11568118864891107, "mask_rcnn/false_positive": 0.14294153869447895, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.7833046456798911, "total_loss": 1.7953908121126005} {"data_time": 0.017315706238150597, "eta_seconds": 156499.1109687453, "iteration": 69959, "loss_fcos_cls": 0.2732613345142454, "loss_fcos_ctr": 0.6220608139410615, "loss_fcos_loc": 0.2116653909906745, "loss_mask": 0.27820657566189766, "loss_maskiou": 0.007034915033727884, "loss_sem_seg": 0.2994526932016015, "lr": 0.01, "mask_rcnn/accuracy": 0.8904130665969958, "mask_rcnn/false_negative": 0.10448184658650154, "mask_rcnn/false_positive": 0.12145264563861624, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 23.75, "time": 0.7746964935213327, "total_loss": 1.718438862459152} {"data_time": 0.01566774770617485, "eta_seconds": 156483.46426522266, "iteration": 69979, "loss_fcos_cls": 0.2841918212361634, "loss_fcos_ctr": 0.6215152321383357, "loss_fcos_loc": 0.21233097126241773, "loss_mask": 0.2947114985436201, "loss_maskiou": 0.007419415574986488, "loss_sem_seg": 0.36420071101747453, "lr": 0.01, "mask_rcnn/accuracy": 0.8575180072028812, "mask_rcnn/false_negative": 0.09623994781908365, "mask_rcnn/false_positive": 0.18617978092654003, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7868261206895113, "total_loss": 1.7896083106898004} {"data_time": 0.016002541407942772, "eta_seconds": 156467.8175617, "iteration": 69999, "loss_fcos_cls": 0.28572668181732297, "loss_fcos_ctr": 0.6236536791548133, "loss_fcos_loc": 0.21638865512795746, "loss_mask": 0.2847178606316447, "loss_maskiou": 0.007567351211037021, "loss_sem_seg": 0.34115762263536453, "lr": 0.01, "mask_rcnn/accuracy": 0.8839810574851059, "mask_rcnn/false_negative": 0.09564277197219007, "mask_rcnn/false_positive": 0.14527359971409423, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.5, "time": 0.7932985853403807, "total_loss": 1.7537438813742483} {"data_time": 0.01646269951015711, "eta_seconds": 156472.82116056886, "iteration": 70019, "loss_fcos_cls": 0.2763439384289086, "loss_fcos_ctr": 0.6201167991384864, "loss_fcos_loc": 0.20303817186504602, "loss_mask": 0.282679732888937, "loss_maskiou": 0.00743043494730955, "loss_sem_seg": 0.3235746226273477, "lr": 0.01, "mask_rcnn/accuracy": 0.8874078237813218, "mask_rcnn/false_negative": 0.09069014017076087, "mask_rcnn/false_positive": 0.1369123700555268, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.25, "time": 0.7896155286580324, "total_loss": 1.7350753780992818} {"data_time": 0.017134282737970352, "eta_seconds": 156489.20252370555, "iteration": 70039, "loss_fcos_cls": 0.27630848105764017, "loss_fcos_ctr": 0.6213420871645212, "loss_fcos_loc": 0.21060146752279252, "loss_mask": 0.27584913838654757, "loss_maskiou": 0.0065925360104301944, "loss_sem_seg": 0.2978300335817039, "lr": 0.01, "mask_rcnn/accuracy": 0.8935365812991863, "mask_rcnn/false_negative": 0.10139761925809081, "mask_rcnn/false_positive": 0.1111685036678235, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.0, "time": 0.7829554574564099, "total_loss": 1.6896737326023867} {"data_time": 0.01595368143171072, "eta_seconds": 156413.4156613676, "iteration": 70059, "loss_fcos_cls": 0.272943778662011, "loss_fcos_ctr": 0.6244222298264503, "loss_fcos_loc": 0.21475362731143832, "loss_mask": 0.2913563521578908, "loss_maskiou": 0.006789942010072991, "loss_sem_seg": 0.3228611194062978, "lr": 0.01, "mask_rcnn/accuracy": 0.8548497732426303, "mask_rcnn/false_negative": 0.11323838885654333, "mask_rcnn/false_positive": 0.16579766622471176, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.755363205447793, "total_loss": 1.7552790185800404} {"data_time": 0.015429683029651642, "eta_seconds": 156382.72063529212, "iteration": 70079, "loss_fcos_cls": 0.29332095058634877, "loss_fcos_ctr": 0.6219808775931597, "loss_fcos_loc": 0.2150793932378292, "loss_mask": 0.28343148343265057, "loss_maskiou": 0.006376706136506982, "loss_sem_seg": 0.3306192287709564, "lr": 0.01, "mask_rcnn/accuracy": 0.8940195124299144, "mask_rcnn/false_negative": 0.09335641634541128, "mask_rcnn/false_positive": 0.11886629607520961, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7704658759757876, "total_loss": 1.726683284403407} {"data_time": 0.016395071521401405, "eta_seconds": 156429.51949481573, "iteration": 70099, "loss_fcos_cls": 0.2751614535227418, "loss_fcos_ctr": 0.6212819977663457, "loss_fcos_loc": 0.20526378497015685, "loss_mask": 0.2914057709276676, "loss_maskiou": 0.007103937168722041, "loss_sem_seg": 0.3252760577015579, "lr": 0.01, "mask_rcnn/accuracy": 0.8800492198103231, "mask_rcnn/false_negative": 0.11565289011362559, "mask_rcnn/false_positive": 0.10548217435914495, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7832435593008995, "total_loss": 1.7219986247364432} {"data_time": 0.01776533666998148, "eta_seconds": 156413.86879577022, "iteration": 70119, "loss_fcos_cls": 0.27870354196056724, "loss_fcos_ctr": 0.6236785561777651, "loss_fcos_loc": 0.21170550817623734, "loss_mask": 0.2938900990411639, "loss_maskiou": 0.0070128720690263435, "loss_sem_seg": 0.3039794950746, "lr": 0.01, "mask_rcnn/accuracy": 0.8822527359521044, "mask_rcnn/false_negative": 0.0924347959925299, "mask_rcnn/false_positive": 0.1401337272818301, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.78056407161057, "total_loss": 1.6966486283927225} {"data_time": 0.015569630078971386, "eta_seconds": 156410.94266177062, "iteration": 70139, "loss_fcos_cls": 0.2844369859667495, "loss_fcos_ctr": 0.6232814127579331, "loss_fcos_loc": 0.208388798404485, "loss_mask": 0.2929567890241742, "loss_maskiou": 0.007549911751993932, "loss_sem_seg": 0.2965568092186004, "lr": 0.01, "mask_rcnn/accuracy": 0.8711635335731177, "mask_rcnn/false_negative": 0.08790714397854689, "mask_rcnn/false_positive": 0.156268909053429, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.5, "time": 0.7883737487718463, "total_loss": 1.7204468150957837} {"data_time": 0.015958085656166077, "eta_seconds": 156344.10606422927, "iteration": 70159, "loss_fcos_cls": 0.2898377227829769, "loss_fcos_ctr": 0.6219084756448865, "loss_fcos_loc": 0.20543220406398177, "loss_mask": 0.29096238501369953, "loss_maskiou": 0.006674979551462457, "loss_sem_seg": 0.33681290643289685, "lr": 0.01, "mask_rcnn/accuracy": 0.8839435989913207, "mask_rcnn/false_negative": 0.08672090452169767, "mask_rcnn/false_positive": 0.1531371785845324, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.5, "time": 0.769942307844758, "total_loss": 1.7394824830480502} {"data_time": 0.015546509996056557, "eta_seconds": 156281.91336108372, "iteration": 70179, "loss_fcos_cls": 0.2834489862434566, "loss_fcos_ctr": 0.621753097511828, "loss_fcos_loc": 0.20665367040783167, "loss_mask": 0.2879074504598975, "loss_maskiou": 0.007306833169423044, "loss_sem_seg": 0.3005378497764468, "lr": 0.01, "mask_rcnn/accuracy": 0.866715388858246, "mask_rcnn/false_negative": 0.11115485647355744, "mask_rcnn/false_positive": 0.1445866324889194, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.25, "time": 0.7708381153643131, "total_loss": 1.6994341019089916} {"data_time": 0.016529081389307976, "eta_seconds": 156332.54755038116, "iteration": 70199, "loss_fcos_cls": 0.28605563612654805, "loss_fcos_ctr": 0.6212639724835753, "loss_fcos_loc": 0.20580828795209527, "loss_mask": 0.2765099024400115, "loss_maskiou": 0.006909398030984448, "loss_sem_seg": 0.34213057393208146, "lr": 0.01, "mask_rcnn/accuracy": 0.8684319331546178, "mask_rcnn/false_negative": 0.11632994251750577, "mask_rcnn/false_positive": 0.10947794898852069, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.25, "time": 0.7948293732479215, "total_loss": 1.7329082538635703} {"data_time": 0.016472854651510715, "eta_seconds": 156290.77656732593, "iteration": 70219, "loss_fcos_cls": 0.2882247937377542, "loss_fcos_ctr": 0.6227626167237759, "loss_fcos_loc": 0.21228961157612503, "loss_mask": 0.286914587020874, "loss_maskiou": 0.007196054240921512, "loss_sem_seg": 0.2830894582439214, "lr": 0.01, "mask_rcnn/accuracy": 0.842041125197299, "mask_rcnn/false_negative": 0.10827038934880749, "mask_rcnn/false_positive": 0.19753375305625548, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7817284185439348, "total_loss": 1.7429940350411925} {"data_time": 0.015306884422898293, "eta_seconds": 156275.13035706896, "iteration": 70239, "loss_fcos_cls": 0.2789390836842358, "loss_fcos_ctr": 0.6222548820078373, "loss_fcos_loc": 0.21513002959545702, "loss_mask": 0.2860516831278801, "loss_maskiou": 0.0069378318439703435, "loss_sem_seg": 0.3122605651151389, "lr": 0.01, "mask_rcnn/accuracy": 0.8782615450026164, "mask_rcnn/false_negative": 0.10313337088387348, "mask_rcnn/false_positive": 0.14582373273390634, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7868659477680922, "total_loss": 1.7447775074688252} {"data_time": 0.015316487289965153, "eta_seconds": 156259.484146812, "iteration": 70259, "loss_fcos_cls": 0.27385592088103294, "loss_fcos_ctr": 0.6234245290979743, "loss_fcos_loc": 0.20950899261515588, "loss_mask": 0.2875185199081898, "loss_maskiou": 0.006635438126977533, "loss_sem_seg": 0.3175441175699234, "lr": 0.01, "mask_rcnn/accuracy": 0.8707222299972832, "mask_rcnn/false_negative": 0.0816488791743461, "mask_rcnn/false_positive": 0.15224645045956028, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7832790995016694, "total_loss": 1.757221990468679} {"data_time": 0.015078696422278881, "eta_seconds": 156243.83793655504, "iteration": 70279, "loss_fcos_cls": 0.2808996201492846, "loss_fcos_ctr": 0.6242243773303926, "loss_fcos_loc": 0.2218019471038133, "loss_mask": 0.2939978092908859, "loss_maskiou": 0.00708343273436185, "loss_sem_seg": 0.3216430442407727, "lr": 0.01, "mask_rcnn/accuracy": 0.8645350997541874, "mask_rcnn/false_negative": 0.10733405795864198, "mask_rcnn/false_positive": 0.15748896642724658, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.25, "time": 0.7834062604233623, "total_loss": 1.7277221993426792} {"data_time": 0.014829653315246105, "eta_seconds": 156243.96836491674, "iteration": 70299, "loss_fcos_cls": 0.2898524788324721, "loss_fcos_ctr": 0.6245728004723787, "loss_fcos_loc": 0.21700198692269623, "loss_mask": 0.29696958139538765, "loss_maskiou": 0.00727020284102764, "loss_sem_seg": 0.32302403170615435, "lr": 0.01, "mask_rcnn/accuracy": 0.8853342251534759, "mask_rcnn/false_negative": 0.09734521752359165, "mask_rcnn/false_positive": 0.15590608154753943, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7761644953861833, "total_loss": 1.7415895129815908} {"data_time": 0.016304895281791687, "eta_seconds": 156257.36180531513, "iteration": 70319, "loss_fcos_cls": 0.2835821486078203, "loss_fcos_ctr": 0.6236465135589242, "loss_fcos_loc": 0.21611062588635832, "loss_mask": 0.28953519463539124, "loss_maskiou": 0.006728181659127586, "loss_sem_seg": 0.3226354536600411, "lr": 0.01, "mask_rcnn/accuracy": 0.8645341857673301, "mask_rcnn/false_negative": 0.09444981077534062, "mask_rcnn/false_positive": 0.17396295672027046, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7878561727702618, "total_loss": 1.7693893510149792} {"data_time": 0.015852080658078194, "eta_seconds": 156212.6727843508, "iteration": 70339, "loss_fcos_cls": 0.27962949126958847, "loss_fcos_ctr": 0.624754092656076, "loss_fcos_loc": 0.2158245574682951, "loss_mask": 0.2845780309289694, "loss_maskiou": 0.007599169774039183, "loss_sem_seg": 0.2907679616473615, "lr": 0.01, "mask_rcnn/accuracy": 0.8776147959183673, "mask_rcnn/false_negative": 0.10808212641106013, "mask_rcnn/false_positive": 0.13892238936756351, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.7752832444384694, "total_loss": 1.7284917334327474} {"data_time": 0.015570808202028275, "eta_seconds": 156181.25309552718, "iteration": 70359, "loss_fcos_cls": 0.2784716070163995, "loss_fcos_ctr": 0.6251156125217676, "loss_fcos_loc": 0.2211857622023672, "loss_mask": 0.28932228218764067, "loss_maskiou": 0.0067421473722788505, "loss_sem_seg": 0.3279018512694165, "lr": 0.01, "mask_rcnn/accuracy": 0.8781344612020632, "mask_rcnn/false_negative": 0.10893841821917467, "mask_rcnn/false_positive": 0.14000468276397576, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7817201837897301, "total_loss": 1.7713097155065043} {"data_time": 0.01606983132660389, "eta_seconds": 156174.99337319843, "iteration": 70379, "loss_fcos_cls": 0.29631516872905195, "loss_fcos_ctr": 0.6258968645706773, "loss_fcos_loc": 0.2188288497272879, "loss_mask": 0.2884703129529953, "loss_maskiou": 0.006473310000728816, "loss_sem_seg": 0.33282040734775364, "lr": 0.01, "mask_rcnn/accuracy": 0.8697959183673469, "mask_rcnn/false_negative": 0.10757579821641867, "mask_rcnn/false_positive": 0.13903834503626492, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7808495182543993, "total_loss": 1.7565879924804904} {"data_time": 0.014284440316259861, "eta_seconds": 156263.99408257846, "iteration": 70399, "loss_fcos_cls": 0.28519734647125006, "loss_fcos_ctr": 0.6222085393965244, "loss_fcos_loc": 0.2161874184384942, "loss_mask": 0.2976267049089074, "loss_maskiou": 0.007501736472477205, "loss_sem_seg": 0.30057573691010475, "lr": 0.01, "mask_rcnn/accuracy": 0.8824304828769114, "mask_rcnn/false_negative": 0.11033529766155448, "mask_rcnn/false_positive": 0.1169053982660368, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7939512366428971, "total_loss": 1.7529916129496996} {"data_time": 0.014894665218889713, "eta_seconds": 156216.11681075022, "iteration": 70419, "loss_fcos_cls": 0.28990620421245694, "loss_fcos_ctr": 0.6250336598604918, "loss_fcos_loc": 0.21577595407143235, "loss_mask": 0.29351997934281826, "loss_maskiou": 0.007019139142357744, "loss_sem_seg": 0.32259739050641656, "lr": 0.01, "mask_rcnn/accuracy": 0.8798421384682905, "mask_rcnn/false_negative": 0.1023494141643777, "mask_rcnn/false_positive": 0.14436511961146298, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7866529198363423, "total_loss": 1.7780566390865715} {"data_time": 0.015682367607951164, "eta_seconds": 156244.8681535367, "iteration": 70439, "loss_fcos_cls": 0.28816956491209567, "loss_fcos_ctr": 0.6244723871350288, "loss_fcos_loc": 0.21115663170348853, "loss_mask": 0.285333220846951, "loss_maskiou": 0.0070854096848051995, "loss_sem_seg": 0.3291554213501513, "lr": 0.01, "mask_rcnn/accuracy": 0.8643379814331749, "mask_rcnn/false_negative": 0.09412322168392137, "mask_rcnn/false_positive": 0.1780133300615399, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7838457338511944, "total_loss": 1.761424777287175} {"data_time": 0.01636610087007284, "eta_seconds": 156229.209295528, "iteration": 70459, "loss_fcos_cls": 0.2858031243085861, "loss_fcos_ctr": 0.6227185586467385, "loss_fcos_loc": 0.21462170826271176, "loss_mask": 0.290295984596014, "loss_maskiou": 0.00736896981834434, "loss_sem_seg": 0.31694990675896406, "lr": 0.01, "mask_rcnn/accuracy": 0.8819400155895691, "mask_rcnn/false_negative": 0.09544235277219712, "mask_rcnn/false_positive": 0.1278671135153624, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.7875254517421126, "total_loss": 1.7432420815894147} {"data_time": 0.016345616430044174, "eta_seconds": 156103.13825237006, "iteration": 70479, "loss_fcos_cls": 0.29012210108339787, "loss_fcos_ctr": 0.621981811709702, "loss_fcos_loc": 0.2129490199731663, "loss_mask": 0.28981451131403446, "loss_maskiou": 0.007507054397137836, "loss_sem_seg": 0.2966516991145909, "lr": 0.01, "mask_rcnn/accuracy": 0.8852393126089183, "mask_rcnn/false_negative": 0.08253881884468058, "mask_rcnn/false_positive": 0.12278369785018645, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.5, "time": 0.7705937717109919, "total_loss": 1.7224198147159768} {"data_time": 0.016860805451869965, "eta_seconds": 156045.4467577478, "iteration": 70499, "loss_fcos_cls": 0.28742585284635425, "loss_fcos_ctr": 0.6218282226473093, "loss_fcos_loc": 0.21170200780034065, "loss_mask": 0.30217074137181044, "loss_maskiou": 0.0078020317741902545, "loss_sem_seg": 0.3094548601657152, "lr": 0.01, "mask_rcnn/accuracy": 0.8733569542351192, "mask_rcnn/false_negative": 0.08911398884818128, "mask_rcnn/false_positive": 0.17045963065672298, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7770231617614627, "total_loss": 1.718171980130137} {"data_time": 0.016622276045382023, "eta_seconds": 156029.8031823514, "iteration": 70519, "loss_fcos_cls": 0.27663356403354555, "loss_fcos_ctr": 0.622454478405416, "loss_fcos_loc": 0.21117678796872497, "loss_mask": 0.2790727512910962, "loss_maskiou": 0.0065048424366978, "loss_sem_seg": 0.32688384037464857, "lr": 0.01, "mask_rcnn/accuracy": 0.8820617629291099, "mask_rcnn/false_negative": 0.06925575732366132, "mask_rcnn/false_positive": 0.13990245354999004, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.75, "time": 0.7788013927638531, "total_loss": 1.7264492902177153} {"data_time": 0.016619475558400154, "eta_seconds": 155972.5540011255, "iteration": 70539, "loss_fcos_cls": 0.2800250874715857, "loss_fcos_ctr": 0.6221770718693733, "loss_fcos_loc": 0.2170917084440589, "loss_mask": 0.2897241157479584, "loss_maskiou": 0.006832440878497437, "loss_sem_seg": 0.3370322452392429, "lr": 0.01, "mask_rcnn/accuracy": 0.865373795351474, "mask_rcnn/false_negative": 0.0961018125168492, "mask_rcnn/false_positive": 0.16721436136570106, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7818539906293154, "total_loss": 1.759025052888319} {"data_time": 0.015945861116051674, "eta_seconds": 155935.65360712167, "iteration": 70559, "loss_fcos_cls": 0.2871598363853991, "loss_fcos_ctr": 0.62328443210572, "loss_fcos_loc": 0.21444525744300336, "loss_mask": 0.3035875912755728, "loss_maskiou": 0.007428761484334245, "loss_sem_seg": 0.3323091366328299, "lr": 0.01, "mask_rcnn/accuracy": 0.8587477455700021, "mask_rcnn/false_negative": 0.12849632609224976, "mask_rcnn/false_positive": 0.16642856106387532, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7755865883082151, "total_loss": 1.7853852370317327} {"data_time": 0.016076143831014633, "eta_seconds": 155953.1701551685, "iteration": 70579, "loss_fcos_cls": 0.2812512048985809, "loss_fcos_ctr": 0.6234369408339262, "loss_fcos_loc": 0.21115127368830144, "loss_mask": 0.28759339172393084, "loss_maskiou": 0.007170228142058477, "loss_sem_seg": 0.327496116515249, "lr": 0.01, "mask_rcnn/accuracy": 0.8577201072736786, "mask_rcnn/false_negative": 0.13451762482801308, "mask_rcnn/false_positive": 0.14044379338872037, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.8116200240328908, "total_loss": 1.7542673176940298} {"data_time": 0.01857193186879158, "eta_seconds": 155826.1733499337, "iteration": 70599, "loss_fcos_cls": 0.2838742081075907, "loss_fcos_ctr": 0.6217836309224367, "loss_fcos_loc": 0.21212178491987288, "loss_mask": 0.2927646143361926, "loss_maskiou": 0.006717017953633331, "loss_sem_seg": 0.3172188070602715, "lr": 0.01, "mask_rcnn/accuracy": 0.8597456027865692, "mask_rcnn/false_negative": 0.11486580998549054, "mask_rcnn/false_positive": 0.15014752429855702, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7731317263096571, "total_loss": 1.7193712052539922} {"data_time": 0.01612821687012911, "eta_seconds": 155977.85236218665, "iteration": 70619, "loss_fcos_cls": 0.28569634235464036, "loss_fcos_ctr": 0.6253484170883894, "loss_fcos_loc": 0.2225493163568899, "loss_mask": 0.2981952684931457, "loss_maskiou": 0.007235083990963176, "loss_sem_seg": 0.34220942249521613, "lr": 0.01, "mask_rcnn/accuracy": 0.86343997628843, "mask_rcnn/false_negative": 0.12973033274262452, "mask_rcnn/false_positive": 0.14598690117544041, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.0, "time": 0.8007437773048878, "total_loss": 1.7498865909292363} {"data_time": 0.016707807779312134, "eta_seconds": 155977.95593010634, "iteration": 70639, "loss_fcos_cls": 0.27382258675061166, "loss_fcos_ctr": 0.6175818601623178, "loss_fcos_loc": 0.20933979365509003, "loss_mask": 0.2938946420326829, "loss_maskiou": 0.007253898453200236, "loss_sem_seg": 0.3450425388291478, "lr": 0.01, "mask_rcnn/accuracy": 0.8724725157920311, "mask_rcnn/false_negative": 0.11080310476293578, "mask_rcnn/false_positive": 0.14976764837396045, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7805413855239749, "total_loss": 1.7493490589840803} {"data_time": 0.016357374377548695, "eta_seconds": 156044.67656103708, "iteration": 70659, "loss_fcos_cls": 0.2928667471278459, "loss_fcos_ctr": 0.6242900602519512, "loss_fcos_loc": 0.2153327977284789, "loss_mask": 0.2972371047362685, "loss_maskiou": 0.007929218059871346, "loss_sem_seg": 0.31871323473751545, "lr": 0.01, "mask_rcnn/accuracy": 0.8895405443627344, "mask_rcnn/false_negative": 0.08579461490598689, "mask_rcnn/false_positive": 0.13328977686457408, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7919427361339331, "total_loss": 1.751189025981148} {"data_time": 0.016920954920351505, "eta_seconds": 156164.65783251077, "iteration": 70679, "loss_fcos_cls": 0.30570669122971594, "loss_fcos_ctr": 0.6224710959941149, "loss_fcos_loc": 0.2169916033744812, "loss_mask": 0.2843680065125227, "loss_maskiou": 0.007773423218168318, "loss_sem_seg": 0.3266553394496441, "lr": 0.01, "mask_rcnn/accuracy": 0.8806037804137673, "mask_rcnn/false_negative": 0.09806357072075111, "mask_rcnn/false_positive": 0.17358374950059707, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7886606706306338, "total_loss": 1.8016233041271335} {"data_time": 0.016045138239860535, "eta_seconds": 156130.95562909264, "iteration": 70699, "loss_fcos_cls": 0.27953591907862574, "loss_fcos_ctr": 0.6202381905168295, "loss_fcos_loc": 0.21542807715013623, "loss_mask": 0.28875767067074776, "loss_maskiou": 0.006692011374980211, "loss_sem_seg": 0.2873699492774904, "lr": 0.01, "mask_rcnn/accuracy": 0.8858471821997658, "mask_rcnn/false_negative": 0.09563456336800868, "mask_rcnn/false_positive": 0.14517781413016995, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.772682424634695, "total_loss": 1.7454278687073383} {"data_time": 0.015568461269140244, "eta_seconds": 156133.3185039237, "iteration": 70719, "loss_fcos_cls": 0.28451831568963826, "loss_fcos_ctr": 0.6232091067358851, "loss_fcos_loc": 0.21098147600423545, "loss_mask": 0.28626043163239956, "loss_maskiou": 0.0070993211411405355, "loss_sem_seg": 0.3032866078428924, "lr": 0.01, "mask_rcnn/accuracy": 0.8700000109438885, "mask_rcnn/false_negative": 0.10023437097226136, "mask_rcnn/false_positive": 0.1755567613538342, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7814014432951808, "total_loss": 1.7137349825643469} {"data_time": 0.015588030219078064, "eta_seconds": 156244.370150649, "iteration": 70739, "loss_fcos_cls": 0.2731075950432569, "loss_fcos_ctr": 0.6229268899187446, "loss_fcos_loc": 0.21248117042705417, "loss_mask": 0.28196784760802984, "loss_maskiou": 0.006628910421568435, "loss_sem_seg": 0.31352408789098263, "lr": 0.01, "mask_rcnn/accuracy": 0.8761175314906182, "mask_rcnn/false_negative": 0.1047337575895027, "mask_rcnn/false_positive": 0.14941275494195616, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.75, "time": 0.783760785125196, "total_loss": 1.7160197280245484} {"data_time": 0.01631544530391693, "eta_seconds": 156228.68776722718, "iteration": 70759, "loss_fcos_cls": 0.2809646830573911, "loss_fcos_ctr": 0.6230128044262528, "loss_fcos_loc": 0.22295484505593777, "loss_mask": 0.2860780991613865, "loss_maskiou": 0.006322196204564534, "loss_sem_seg": 0.3232627228135243, "lr": 0.01, "mask_rcnn/accuracy": 0.861163460959605, "mask_rcnn/false_negative": 0.10607883577358629, "mask_rcnn/false_positive": 0.1824410009315943, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.75, "time": 0.7885480718687177, "total_loss": 1.7462002330867108} {"data_time": 0.0175347737967968, "eta_seconds": 156121.87381490786, "iteration": 70779, "loss_fcos_cls": 0.27205761801451445, "loss_fcos_ctr": 0.6233197348192334, "loss_fcos_loc": 0.2149740590248257, "loss_mask": 0.28814514819532633, "loss_maskiou": 0.007511272131523583, "loss_sem_seg": 0.3155924463644624, "lr": 0.01, "mask_rcnn/accuracy": 0.896369208550331, "mask_rcnn/false_negative": 0.07433410400415572, "mask_rcnn/false_positive": 0.11656612858399945, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.0, "time": 0.7696519829332829, "total_loss": 1.704647822312836} {"data_time": 0.014482667669653893, "eta_seconds": 155965.51008077431, "iteration": 70799, "loss_fcos_cls": 0.2849430765490979, "loss_fcos_ctr": 0.6251901686191559, "loss_fcos_loc": 0.21564073977060616, "loss_mask": 0.28583625610917807, "loss_maskiou": 0.007184611458797008, "loss_sem_seg": 0.3184312784578651, "lr": 0.01, "mask_rcnn/accuracy": 0.8704506802721088, "mask_rcnn/false_negative": 0.11108370287626462, "mask_rcnn/false_positive": 0.1402148447403873, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.7632650444284081, "total_loss": 1.7088113882637117} {"data_time": 0.016289918683469296, "eta_seconds": 155949.8509716252, "iteration": 70819, "loss_fcos_cls": 0.28872275864705443, "loss_fcos_ctr": 0.6241946420632303, "loss_fcos_loc": 0.21590797207318246, "loss_mask": 0.28649709466844797, "loss_maskiou": 0.006736806441040244, "loss_sem_seg": 0.3240142725408077, "lr": 0.01, "mask_rcnn/accuracy": 0.8528948923093551, "mask_rcnn/false_negative": 0.12220808844259366, "mask_rcnn/false_positive": 0.16234497741594445, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7744140615686774, "total_loss": 1.7487438857497182} {"data_time": 0.016501924954354763, "eta_seconds": 156054.07814503368, "iteration": 70839, "loss_fcos_cls": 0.2861198035534471, "loss_fcos_ctr": 0.6232015714049339, "loss_fcos_loc": 0.21350577648263425, "loss_mask": 0.28818313498049974, "loss_maskiou": 0.007262183527927846, "loss_sem_seg": 0.32524186931550503, "lr": 0.01, "mask_rcnn/accuracy": 0.8770144806767083, "mask_rcnn/false_negative": 0.10603925294499694, "mask_rcnn/false_positive": 0.13829419306955099, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.784636277705431, "total_loss": 1.7488435871418915} {"data_time": 0.017820163629949093, "eta_seconds": 156038.40699675214, "iteration": 70859, "loss_fcos_cls": 0.28415876999497414, "loss_fcos_ctr": 0.6246723951771855, "loss_fcos_loc": 0.2147105406038463, "loss_mask": 0.29186500050127506, "loss_maskiou": 0.006994245530222543, "loss_sem_seg": 0.2984169200062752, "lr": 0.01, "mask_rcnn/accuracy": 0.8935670250242955, "mask_rcnn/false_negative": 0.090411387484154, "mask_rcnn/false_positive": 0.1395779776772696, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.75, "time": 0.7834530519321561, "total_loss": 1.7360217386012664} {"data_time": 0.01763611752539873, "eta_seconds": 156004.7846870562, "iteration": 70879, "loss_fcos_cls": 0.28573203226551414, "loss_fcos_ctr": 0.6244255676865578, "loss_fcos_loc": 0.21113488217815757, "loss_mask": 0.2903575012460351, "loss_maskiou": 0.007251834875205532, "loss_sem_seg": 0.3262351423036307, "lr": 0.01, "mask_rcnn/accuracy": 0.8744403431133727, "mask_rcnn/false_negative": 0.0948695092695439, "mask_rcnn/false_positive": 0.12466288066889021, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7891470855101943, "total_loss": 1.7428328682144638} {"data_time": 0.016887071542441845, "eta_seconds": 155925.45390002802, "iteration": 70899, "loss_fcos_cls": 0.2961635999381542, "loss_fcos_ctr": 0.6228499300777912, "loss_fcos_loc": 0.2118241915013641, "loss_mask": 0.2995528243482113, "loss_maskiou": 0.007317635521758348, "loss_sem_seg": 0.2879375359043479, "lr": 0.01, "mask_rcnn/accuracy": 0.864752720310092, "mask_rcnn/false_negative": 0.10027799594531984, "mask_rcnn/false_positive": 0.1630739019284022, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7876142077147961, "total_loss": 1.7513405693753157} {"data_time": 0.015469890087842941, "eta_seconds": 155871.55542587955, "iteration": 70919, "loss_fcos_cls": 0.2891199975274503, "loss_fcos_ctr": 0.6248817192390561, "loss_fcos_loc": 0.22034595347940922, "loss_mask": 0.2878411691635847, "loss_maskiou": 0.0063564794400008395, "loss_sem_seg": 0.3399288007058203, "lr": 0.01, "mask_rcnn/accuracy": 0.863998724489796, "mask_rcnn/false_negative": 0.10242900192052337, "mask_rcnn/false_positive": 0.15376818222941774, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.75, "time": 0.7958654826506972, "total_loss": 1.7502860296081053} {"data_time": 0.01707964576780796, "eta_seconds": 155836.98394096177, "iteration": 70939, "loss_fcos_cls": 0.280365277081728, "loss_fcos_ctr": 0.6231457516551018, "loss_fcos_loc": 0.2159418861847371, "loss_mask": 0.2719610473141074, "loss_maskiou": 0.006659287217189558, "loss_sem_seg": 0.31450956291519105, "lr": 0.01, "mask_rcnn/accuracy": 0.8707702368416654, "mask_rcnn/false_negative": 0.09963368136644304, "mask_rcnn/false_positive": 0.1838740415733192, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.75, "time": 0.7714956076815724, "total_loss": 1.7366712720540818} {"data_time": 0.014750830829143524, "eta_seconds": 155942.10730609205, "iteration": 70959, "loss_fcos_cls": 0.2829384065698832, "loss_fcos_ctr": 0.6246790438890457, "loss_fcos_loc": 0.22102320415433496, "loss_mask": 0.28821540530771017, "loss_maskiou": 0.007064275079756044, "loss_sem_seg": 0.3201629379764199, "lr": 0.01, "mask_rcnn/accuracy": 0.8670012584766822, "mask_rcnn/false_negative": 0.09648808632466585, "mask_rcnn/false_positive": 0.1772263827222787, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.25, "time": 0.7854663142934442, "total_loss": 1.758509231134667} {"data_time": 0.0158542413264513, "eta_seconds": 155824.57809843216, "iteration": 70979, "loss_fcos_cls": 0.28610390261746943, "loss_fcos_ctr": 0.6248512342572212, "loss_fcos_loc": 0.22100578469689935, "loss_mask": 0.29573013726621866, "loss_maskiou": 0.007131564168957993, "loss_sem_seg": 0.3302306649275124, "lr": 0.01, "mask_rcnn/accuracy": 0.8776669758812616, "mask_rcnn/false_negative": 0.0971132029372854, "mask_rcnn/false_positive": 0.15643431758156653, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7766307108104229, "total_loss": 1.7851455518248258} {"data_time": 0.016845403239130974, "eta_seconds": 155771.85605656542, "iteration": 70999, "loss_fcos_cls": 0.2941199833294377, "loss_fcos_ctr": 0.6270423447713256, "loss_fcos_loc": 0.22662238799966872, "loss_mask": 0.29940093494951725, "loss_maskiou": 0.007447099182172678, "loss_sem_seg": 0.34034857619553804, "lr": 0.01, "mask_rcnn/accuracy": 0.8532311920303836, "mask_rcnn/false_negative": 0.1114581462724218, "mask_rcnn/false_positive": 0.16165923455332568, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.77851159311831, "total_loss": 1.7940185756306164} {"data_time": 0.015419375151395798, "eta_seconds": 155680.78041531052, "iteration": 71019, "loss_fcos_cls": 0.2850303028244525, "loss_fcos_ctr": 0.6238900972530246, "loss_fcos_loc": 0.2059326700400561, "loss_mask": 0.2836627373471856, "loss_maskiou": 0.006339360246784054, "loss_sem_seg": 0.34470894653350115, "lr": 0.01, "mask_rcnn/accuracy": 0.8851713382721509, "mask_rcnn/false_negative": 0.09453665703926414, "mask_rcnn/false_positive": 0.1463668726096939, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7574359560385346, "total_loss": 1.7369439863687148} {"data_time": 0.016417793929576874, "eta_seconds": 155664.4014302576, "iteration": 71039, "loss_fcos_cls": 0.28097002767026424, "loss_fcos_ctr": 0.6245840489864349, "loss_fcos_loc": 0.22154743829742074, "loss_mask": 0.297959191724658, "loss_maskiou": 0.007171789220592473, "loss_sem_seg": 0.3123246072791517, "lr": 0.01, "mask_rcnn/accuracy": 0.8764174689809479, "mask_rcnn/false_negative": 0.09935443042675779, "mask_rcnn/false_positive": 0.13203023035064176, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.0, "time": 0.784414236433804, "total_loss": 1.7102827889029868} {"data_time": 0.015498687513172626, "eta_seconds": 155693.95584814437, "iteration": 71059, "loss_fcos_cls": 0.28964559361338615, "loss_fcos_ctr": 0.6249764296226203, "loss_fcos_loc": 0.21223209099844098, "loss_mask": 0.2877978188917041, "loss_maskiou": 0.007134501371183433, "loss_sem_seg": 0.31494233617559075, "lr": 0.01, "mask_rcnn/accuracy": 0.8588654211684674, "mask_rcnn/false_negative": 0.09614886030748176, "mask_rcnn/false_positive": 0.1877173039876482, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7827059719711542, "total_loss": 1.7563519971299684} {"data_time": 0.0161518519744277, "eta_seconds": 155704.9974468453, "iteration": 71079, "loss_fcos_cls": 0.28912800503894687, "loss_fcos_ctr": 0.6276075937785208, "loss_fcos_loc": 0.22889556107111275, "loss_mask": 0.3086675591766834, "loss_maskiou": 0.006589626755157951, "loss_sem_seg": 0.3450458920560777, "lr": 0.01, "mask_rcnn/accuracy": 0.865288039713692, "mask_rcnn/false_negative": 0.10904135824128083, "mask_rcnn/false_positive": 0.144574281705032, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 29.25, "time": 0.7819002931937575, "total_loss": 1.8130926880185143} {"data_time": 0.015454435721039772, "eta_seconds": 155632.94957358483, "iteration": 71099, "loss_fcos_cls": 0.2801334753166884, "loss_fcos_ctr": 0.6230114977806807, "loss_fcos_loc": 0.19835088937543333, "loss_mask": 0.2873537465929985, "loss_maskiou": 0.007410354039166123, "loss_sem_seg": 0.3190246131271124, "lr": 0.01, "mask_rcnn/accuracy": 0.8830553375196233, "mask_rcnn/false_negative": 0.09321892584103735, "mask_rcnn/false_positive": 0.1389434049675753, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7684804955497384, "total_loss": 1.7020654572261265} {"data_time": 0.015210462734103203, "eta_seconds": 155702.7394730784, "iteration": 71119, "loss_fcos_cls": 0.29282454517669976, "loss_fcos_ctr": 0.6232593655586243, "loss_fcos_loc": 0.21675360633525997, "loss_mask": 0.2959966976195574, "loss_maskiou": 0.007528303423896432, "loss_sem_seg": 0.33035231940448284, "lr": 0.01, "mask_rcnn/accuracy": 0.8693760356706786, "mask_rcnn/false_negative": 0.10639659463457907, "mask_rcnn/false_positive": 0.15632969087220888, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.25, "time": 0.8017752701416612, "total_loss": 1.7293761983310105} {"data_time": 0.01660405844449997, "eta_seconds": 155586.1627797531, "iteration": 71139, "loss_fcos_cls": 0.28946417523548007, "loss_fcos_ctr": 0.6235693716444075, "loss_fcos_loc": 0.21359164780005813, "loss_mask": 0.29211039980873466, "loss_maskiou": 0.007212848555354867, "loss_sem_seg": 0.3059784574434161, "lr": 0.01, "mask_rcnn/accuracy": 0.8744194106213914, "mask_rcnn/false_negative": 0.08667062537017159, "mask_rcnn/false_positive": 0.16570601717071548, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7648548120632768, "total_loss": 1.728910953985178} {"data_time": 0.016394702717661858, "eta_seconds": 155615.69447625615, "iteration": 71159, "loss_fcos_cls": 0.2657061110949144, "loss_fcos_ctr": 0.6220111418515444, "loss_fcos_loc": 0.1982797016389668, "loss_mask": 0.27994173113256693, "loss_maskiou": 0.0064907266364571115, "loss_sem_seg": 0.33172316616401076, "lr": 0.01, "mask_rcnn/accuracy": 0.8798971893428723, "mask_rcnn/false_negative": 0.09611106258611132, "mask_rcnn/false_positive": 0.13254856621485245, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7936311522498727, "total_loss": 1.7258822479379887} {"data_time": 0.014705858193337917, "eta_seconds": 155630.95759831555, "iteration": 71179, "loss_fcos_cls": 0.2847855514846742, "loss_fcos_ctr": 0.6221693800762296, "loss_fcos_loc": 0.21234550955705345, "loss_mask": 0.28085580188781023, "loss_maskiou": 0.006025346614478622, "loss_sem_seg": 0.3454353625420481, "lr": 0.01, "mask_rcnn/accuracy": 0.863165773221731, "mask_rcnn/false_negative": 0.10928545313920815, "mask_rcnn/false_positive": 0.1646498580091997, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7821051776409149, "total_loss": 1.7542921640342684} {"data_time": 0.01682295184582472, "eta_seconds": 155611.0676973788, "iteration": 71199, "loss_fcos_cls": 0.2918773768469691, "loss_fcos_ctr": 0.6204982283525169, "loss_fcos_loc": 0.21492716204375029, "loss_mask": 0.3013076540082693, "loss_maskiou": 0.006443390331696719, "loss_sem_seg": 0.33840396348387003, "lr": 0.01, "mask_rcnn/accuracy": 0.8606148604631615, "mask_rcnn/false_negative": 0.11719695123957845, "mask_rcnn/false_positive": 0.16709703671326176, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.75, "time": 0.7901104222983122, "total_loss": 1.7375831434765132} {"data_time": 0.016701593063771725, "eta_seconds": 155568.73765312321, "iteration": 71219, "loss_fcos_cls": 0.27641912264516577, "loss_fcos_ctr": 0.623163565993309, "loss_fcos_loc": 0.22192758787423372, "loss_mask": 0.28415675088763237, "loss_maskiou": 0.006862767608254217, "loss_sem_seg": 0.3252569492906332, "lr": 0.01, "mask_rcnn/accuracy": 0.8606918883624879, "mask_rcnn/false_negative": 0.11843393653763784, "mask_rcnn/false_positive": 0.16006419353031898, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7752907853573561, "total_loss": 1.7585470026970142} {"data_time": 0.01697730552405119, "eta_seconds": 155523.40455902833, "iteration": 71239, "loss_fcos_cls": 0.27726995293051004, "loss_fcos_ctr": 0.621097450144589, "loss_fcos_loc": 0.20402620831737295, "loss_mask": 0.27222022600471973, "loss_maskiou": 0.006459339434513822, "loss_sem_seg": 0.3255965275457129, "lr": 0.01, "mask_rcnn/accuracy": 0.8742647796219225, "mask_rcnn/false_negative": 0.09530070477143168, "mask_rcnn/false_positive": 0.15157149005899218, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7892916118726134, "total_loss": 1.7223624666876276} {"data_time": 0.015955587849020958, "eta_seconds": 155451.51581353974, "iteration": 71259, "loss_fcos_cls": 0.291842894628644, "loss_fcos_ctr": 0.6236764923669398, "loss_fcos_loc": 0.21877385070547462, "loss_mask": 0.30473131593316793, "loss_maskiou": 0.007749395081191324, "loss_sem_seg": 0.3187374845147133, "lr": 0.01, "mask_rcnn/accuracy": 0.8628342037480852, "mask_rcnn/false_negative": 0.1276316749595453, "mask_rcnn/false_positive": 0.14412537392034336, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7707701250910759, "total_loss": 1.7795843180356314} {"data_time": 0.01605433877557516, "eta_seconds": 155483.7863809876, "iteration": 71279, "loss_fcos_cls": 0.28631699457764626, "loss_fcos_ctr": 0.6211894117295742, "loss_fcos_loc": 0.2078403461491689, "loss_mask": 0.2932348186150193, "loss_maskiou": 0.007246803987072781, "loss_sem_seg": 0.340454978402704, "lr": 0.01, "mask_rcnn/accuracy": 0.8666885156840514, "mask_rcnn/false_negative": 0.09913142978059644, "mask_rcnn/false_positive": 0.15788582970370243, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.5, "time": 0.7905251430347562, "total_loss": 1.7789295553593547} {"data_time": 0.01622314751148224, "eta_seconds": 155483.48137308005, "iteration": 71299, "loss_fcos_cls": 0.28101938450708985, "loss_fcos_ctr": 0.6244326382875443, "loss_fcos_loc": 0.22084995708428323, "loss_mask": 0.27419624757021666, "loss_maskiou": 0.006578360735147726, "loss_sem_seg": 0.31791498768143356, "lr": 0.01, "mask_rcnn/accuracy": 0.8830200789993417, "mask_rcnn/false_negative": 0.09831007997040711, "mask_rcnn/false_positive": 0.12456160900327493, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.7834400972351432, "total_loss": 1.7511072374109062} {"data_time": 0.018635411746799946, "eta_seconds": 155404.58492887672, "iteration": 71319, "loss_fcos_cls": 0.2963420990854502, "loss_fcos_ctr": 0.623448689468205, "loss_fcos_loc": 0.2190192190464586, "loss_mask": 0.2914426978677511, "loss_maskiou": 0.0070286051341099665, "loss_sem_seg": 0.3546252381056547, "lr": 0.01, "mask_rcnn/accuracy": 0.8814074457908163, "mask_rcnn/false_negative": 0.09928025339457697, "mask_rcnn/false_positive": 0.13803138561967088, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7757716719061136, "total_loss": 1.779130803645785} {"data_time": 0.01567297801375389, "eta_seconds": 155316.3106560465, "iteration": 71339, "loss_fcos_cls": 0.2931099832057953, "loss_fcos_ctr": 0.6236944328993559, "loss_fcos_loc": 0.22412517364136875, "loss_mask": 0.3011498684063554, "loss_maskiou": 0.007563218823634088, "loss_sem_seg": 0.31372305005788803, "lr": 0.01, "mask_rcnn/accuracy": 0.8528842243419107, "mask_rcnn/false_negative": 0.11522279224001529, "mask_rcnn/false_positive": 0.17064764018163514, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7707353429868817, "total_loss": 1.7410879646631656} {"data_time": 0.016912633553147316, "eta_seconds": 155300.6743398439, "iteration": 71359, "loss_fcos_cls": 0.2780496458290145, "loss_fcos_ctr": 0.6209182692691684, "loss_fcos_loc": 0.20961444883141667, "loss_mask": 0.29021965619176626, "loss_maskiou": 0.007763973495457321, "loss_sem_seg": 0.3023816500790417, "lr": 0.01, "mask_rcnn/accuracy": 0.8755326917281768, "mask_rcnn/false_negative": 0.12021414432789683, "mask_rcnn/false_positive": 0.12440067930323667, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.784150711260736, "total_loss": 1.7273746747523546} {"data_time": 0.01752256602048874, "eta_seconds": 155268.9379001381, "iteration": 71379, "loss_fcos_cls": 0.289456426165998, "loss_fcos_ctr": 0.6237939274869859, "loss_fcos_loc": 0.21859866753220558, "loss_mask": 0.28546769358217716, "loss_maskiou": 0.007100394635926932, "loss_sem_seg": 0.3321678964421153, "lr": 0.01, "mask_rcnn/accuracy": 0.8798008786848073, "mask_rcnn/false_negative": 0.08178392929420752, "mask_rcnn/false_positive": 0.14976254985402737, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7671752795577049, "total_loss": 1.7822750238265144} {"data_time": 0.016337798908352852, "eta_seconds": 155219.2732310975, "iteration": 71399, "loss_fcos_cls": 0.27808701305184513, "loss_fcos_ctr": 0.6219572117552161, "loss_fcos_loc": 0.21242298651486635, "loss_mask": 0.29904556553810835, "loss_maskiou": 0.007509408504120074, "loss_sem_seg": 0.33842100761830807, "lr": 0.01, "mask_rcnn/accuracy": 0.8762965123433417, "mask_rcnn/false_negative": 0.07646973057752995, "mask_rcnn/false_positive": 0.13459479686964038, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7977111777290702, "total_loss": 1.7772684053197736} {"data_time": 0.016647727228701115, "eta_seconds": 155234.98665213212, "iteration": 71419, "loss_fcos_cls": 0.28612092905677855, "loss_fcos_ctr": 0.6220507975667715, "loss_fcos_loc": 0.209056117804721, "loss_mask": 0.278148858807981, "loss_maskiou": 0.006774616616894491, "loss_sem_seg": 0.34819495491683483, "lr": 0.01, "mask_rcnn/accuracy": 0.8901702784105587, "mask_rcnn/false_negative": 0.08597388574369133, "mask_rcnn/false_positive": 0.14491106597569764, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.5, "time": 0.7920349920168519, "total_loss": 1.7480658702115761} {"data_time": 0.014385812915861607, "eta_seconds": 155149.48855061084, "iteration": 71439, "loss_fcos_cls": 0.2947736708447337, "loss_fcos_ctr": 0.6262042592279613, "loss_fcos_loc": 0.23050132056232542, "loss_mask": 0.29626429732888937, "loss_maskiou": 0.007575386451208033, "loss_sem_seg": 0.32943520322442055, "lr": 0.01, "mask_rcnn/accuracy": 0.8654461700220629, "mask_rcnn/false_negative": 0.09240124282663392, "mask_rcnn/false_positive": 0.16408979576486932, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7783856624737382, "total_loss": 1.7751960281748325} {"data_time": 0.015923994593322277, "eta_seconds": 155108.0976946717, "iteration": 71459, "loss_fcos_cls": 0.2917219689115882, "loss_fcos_ctr": 0.6209509298205376, "loss_fcos_loc": 0.21458467585034668, "loss_mask": 0.2890416355803609, "loss_maskiou": 0.007033855566987768, "loss_sem_seg": 0.32280250266194344, "lr": 0.01, "mask_rcnn/accuracy": 0.8804167389042996, "mask_rcnn/false_negative": 0.08329897638683625, "mask_rcnn/false_positive": 0.14710666578306353, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.25, "time": 0.7774712285026908, "total_loss": 1.7626736364763929} {"data_time": 0.015945379622280598, "eta_seconds": 155140.4999117842, "iteration": 71479, "loss_fcos_cls": 0.29381257155910134, "loss_fcos_ctr": 0.6239811810664833, "loss_fcos_loc": 0.21432221017312258, "loss_mask": 0.2868816191330552, "loss_maskiou": 0.006863658807560569, "loss_sem_seg": 0.36546010710299015, "lr": 0.01, "mask_rcnn/accuracy": 0.8830242499262433, "mask_rcnn/false_negative": 0.11086128361146083, "mask_rcnn/false_positive": 0.12247148481543124, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.0, "time": 0.7884705774486065, "total_loss": 1.7846808445174247} {"data_time": 0.01637072954326868, "eta_seconds": 155175.12973006535, "iteration": 71499, "loss_fcos_cls": 0.2692361865192652, "loss_fcos_ctr": 0.6231243871152401, "loss_fcos_loc": 0.20435368828475475, "loss_mask": 0.30254652351140976, "loss_maskiou": 0.007601367702591233, "loss_sem_seg": 0.2995124803856015, "lr": 0.01, "mask_rcnn/accuracy": 0.8614194115843571, "mask_rcnn/false_negative": 0.10869500725694856, "mask_rcnn/false_positive": 0.18354358463149717, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.7881976142525673, "total_loss": 1.718412724294467} {"data_time": 0.016643489710986614, "eta_seconds": 155139.14547116496, "iteration": 71519, "loss_fcos_cls": 0.2909579330589622, "loss_fcos_ctr": 0.6256159716285765, "loss_fcos_loc": 0.2262083210516721, "loss_mask": 0.30433180648833513, "loss_maskiou": 0.006867738797154743, "loss_sem_seg": 0.33304003346711397, "lr": 0.01, "mask_rcnn/accuracy": 0.8668541775684633, "mask_rcnn/false_negative": 0.1119368425612241, "mask_rcnn/false_positive": 0.16775739406232015, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7719536470249295, "total_loss": 1.803692137793405} {"data_time": 0.01644615363329649, "eta_seconds": 155159.9474940207, "iteration": 71539, "loss_fcos_cls": 0.3019494260661304, "loss_fcos_ctr": 0.6230598473921418, "loss_fcos_loc": 0.21196755242999643, "loss_mask": 0.30143881868571043, "loss_maskiou": 0.007771628224872984, "loss_sem_seg": 0.33301223162561655, "lr": 0.01, "mask_rcnn/accuracy": 0.8762063866427074, "mask_rcnn/false_negative": 0.0923990600656544, "mask_rcnn/false_positive": 0.16404166949864785, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.25, "time": 0.7957647042348981, "total_loss": 1.7548072511563078} {"data_time": 0.015568486414849758, "eta_seconds": 155255.88087087963, "iteration": 71559, "loss_fcos_cls": 0.27580534387379885, "loss_fcos_ctr": 0.6244501080363989, "loss_fcos_loc": 0.2086027313489467, "loss_mask": 0.2894341251812875, "loss_maskiou": 0.006819678477768321, "loss_sem_seg": 0.3130788691341877, "lr": 0.01, "mask_rcnn/accuracy": 0.8566631422305764, "mask_rcnn/false_negative": 0.11450391119123324, "mask_rcnn/false_positive": 0.1538234363001519, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7867786837741733, "total_loss": 1.7211172276875004} {"data_time": 0.014910641126334667, "eta_seconds": 155112.59095001686, "iteration": 71579, "loss_fcos_cls": 0.28053337545134127, "loss_fcos_ctr": 0.6217432268895209, "loss_fcos_loc": 0.21758460334967822, "loss_mask": 0.2774859666824341, "loss_maskiou": 0.006542336035636254, "loss_sem_seg": 0.3127294317819178, "lr": 0.01, "mask_rcnn/accuracy": 0.8799292450278096, "mask_rcnn/false_negative": 0.10236932144871444, "mask_rcnn/false_positive": 0.14410103993487047, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.0, "time": 0.7740342635661364, "total_loss": 1.7413976173556875} {"data_time": 0.015415596775710583, "eta_seconds": 155224.5857492322, "iteration": 71599, "loss_fcos_cls": 0.2793296033050865, "loss_fcos_ctr": 0.6224374882876873, "loss_fcos_loc": 0.20910364540759474, "loss_mask": 0.2767020985484123, "loss_maskiou": 0.006778454182494897, "loss_sem_seg": 0.3242678469978273, "lr": 0.01, "mask_rcnn/accuracy": 0.8805800331743727, "mask_rcnn/false_negative": 0.09907464657527855, "mask_rcnn/false_positive": 0.180588150387764, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7827019607648253, "total_loss": 1.7264946315835914} {"data_time": 0.017135045491158962, "eta_seconds": 155081.32155999262, "iteration": 71619, "loss_fcos_cls": 0.2860968755558133, "loss_fcos_ctr": 0.6211520954966545, "loss_fcos_loc": 0.2124665123410523, "loss_mask": 0.2970831450074911, "loss_maskiou": 0.007502929714974016, "loss_sem_seg": 0.34250392112880945, "lr": 0.01, "mask_rcnn/accuracy": 0.8971520990530206, "mask_rcnn/false_negative": 0.08353650752979261, "mask_rcnn/false_positive": 0.13382150624833244, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.0, "time": 0.7869823528453708, "total_loss": 1.7790227033692645} {"data_time": 0.017442572861909866, "eta_seconds": 155081.76591300778, "iteration": 71639, "loss_fcos_cls": 0.285302652977407, "loss_fcos_ctr": 0.6238347413018346, "loss_fcos_loc": 0.21764079574495554, "loss_mask": 0.28930281568318605, "loss_maskiou": 0.007501266190956812, "loss_sem_seg": 0.3256186549551785, "lr": 0.01, "mask_rcnn/accuracy": 0.867574086596664, "mask_rcnn/false_negative": 0.10970365325163745, "mask_rcnn/false_positive": 0.1418306381570927, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.25, "time": 0.795916055329144, "total_loss": 1.7514994260127423} {"data_time": 0.016969292424619198, "eta_seconds": 154999.83323176485, "iteration": 71659, "loss_fcos_cls": 0.29340062011033297, "loss_fcos_ctr": 0.6216227896511555, "loss_fcos_loc": 0.20672967401333153, "loss_mask": 0.2874176921322942, "loss_maskiou": 0.007380202965578064, "loss_sem_seg": 0.34609324717894197, "lr": 0.01, "mask_rcnn/accuracy": 0.8731823979591837, "mask_rcnn/false_negative": 0.10350063851987704, "mask_rcnn/false_positive": 0.13455518509260367, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.5, "time": 0.7819067155942321, "total_loss": 1.768426086186082} {"data_time": 0.016130958683788776, "eta_seconds": 154984.20360065158, "iteration": 71679, "loss_fcos_cls": 0.2922357420902699, "loss_fcos_ctr": 0.6225302461534739, "loss_fcos_loc": 0.22085608262568712, "loss_mask": 0.2851209403015673, "loss_maskiou": 0.007555124946520664, "loss_sem_seg": 0.3165693497285247, "lr": 0.01, "mask_rcnn/accuracy": 0.8767014947741549, "mask_rcnn/false_negative": 0.09343795306804084, "mask_rcnn/false_positive": 0.12290954450027006, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.75, "time": 0.800570116378367, "total_loss": 1.7732533865200821} {"data_time": 0.018036259338259697, "eta_seconds": 154968.57396953832, "iteration": 71699, "loss_fcos_cls": 0.28042675950564444, "loss_fcos_ctr": 0.624141990672797, "loss_fcos_loc": 0.21921434439718723, "loss_mask": 0.27938667591661215, "loss_maskiou": 0.006995634190388955, "loss_sem_seg": 0.31680015474557877, "lr": 0.01, "mask_rcnn/accuracy": 0.8872189612259952, "mask_rcnn/false_negative": 0.08436662302886973, "mask_rcnn/false_positive": 0.1365205144867146, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7755872895941138, "total_loss": 1.7528501672350103} {"data_time": 0.01468666922301054, "eta_seconds": 154930.7051198557, "iteration": 71719, "loss_fcos_cls": 0.2828344530425966, "loss_fcos_ctr": 0.6246187472715974, "loss_fcos_loc": 0.21336236223578453, "loss_mask": 0.29353917110711336, "loss_maskiou": 0.006466872000601143, "loss_sem_seg": 0.309391304384917, "lr": 0.01, "mask_rcnn/accuracy": 0.8721912307413084, "mask_rcnn/false_negative": 0.10667614592172675, "mask_rcnn/false_positive": 0.15776742067794566, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.5, "time": 0.7760115507990122, "total_loss": 1.7330748544845846} {"data_time": 0.018279015086591244, "eta_seconds": 154864.65544430818, "iteration": 71739, "loss_fcos_cls": 0.284887493820861, "loss_fcos_ctr": 0.6234038481488824, "loss_fcos_loc": 0.22095626569353044, "loss_mask": 0.29782766569405794, "loss_maskiou": 0.007377728798019234, "loss_sem_seg": 0.3462676368653774, "lr": 0.01, "mask_rcnn/accuracy": 0.8714152981221, "mask_rcnn/false_negative": 0.10857123542240042, "mask_rcnn/false_positive": 0.1358042545925894, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.7750880904495716, "total_loss": 1.7651089313440025} {"data_time": 0.01784938108175993, "eta_seconds": 154765.37268063892, "iteration": 71759, "loss_fcos_cls": 0.2930520458612591, "loss_fcos_ctr": 0.6232565836980939, "loss_fcos_loc": 0.21959920437075198, "loss_mask": 0.2882496053352952, "loss_maskiou": 0.007902414028649218, "loss_sem_seg": 0.3225394948385656, "lr": 0.01, "mask_rcnn/accuracy": 0.8831196113395607, "mask_rcnn/false_negative": 0.0958003629087905, "mask_rcnn/false_positive": 0.14322580370572796, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7796360775828362, "total_loss": 1.754978027936886} {"data_time": 0.014989214017987251, "eta_seconds": 154833.410841397, "iteration": 71779, "loss_fcos_cls": 0.30330992699600756, "loss_fcos_ctr": 0.6249374821782112, "loss_fcos_loc": 0.21939670061692595, "loss_mask": 0.2938900887966156, "loss_maskiou": 0.00821613971493207, "loss_sem_seg": 0.3480423493310809, "lr": 0.01, "mask_rcnn/accuracy": 0.8540521978021978, "mask_rcnn/false_negative": 0.11649249471090614, "mask_rcnn/false_positive": 0.17191198251548057, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.25, "time": 0.7800919190049171, "total_loss": 1.79957026320335} {"data_time": 0.0164385000243783, "eta_seconds": 154883.8444754267, "iteration": 71799, "loss_fcos_cls": 0.28658057004213333, "loss_fcos_ctr": 0.6240773014724255, "loss_fcos_loc": 0.21815357427112758, "loss_mask": 0.299825148191303, "loss_maskiou": 0.0072978780008270405, "loss_sem_seg": 0.29358838545158505, "lr": 0.01, "mask_rcnn/accuracy": 0.8715424270669807, "mask_rcnn/false_negative": 0.0934301080645222, "mask_rcnn/false_positive": 0.15427653599199725, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7859957469627261, "total_loss": 1.744832209071319} {"data_time": 0.014793610200285912, "eta_seconds": 154924.9746098714, "iteration": 71819, "loss_fcos_cls": 0.2866585901938379, "loss_fcos_ctr": 0.6231938921846449, "loss_fcos_loc": 0.21530354488641024, "loss_mask": 0.29245905205607414, "loss_maskiou": 0.006730983768648002, "loss_sem_seg": 0.3155662708450109, "lr": 0.01, "mask_rcnn/accuracy": 0.8676521501457726, "mask_rcnn/false_negative": 0.11705444679619798, "mask_rcnn/false_positive": 0.13491614217939416, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7903113979846239, "total_loss": 1.739920058476855} {"data_time": 0.016486696898937225, "eta_seconds": 154811.22663466912, "iteration": 71839, "loss_fcos_cls": 0.28087402787059546, "loss_fcos_ctr": 0.6223322381265461, "loss_fcos_loc": 0.21266843093326315, "loss_mask": 0.2836281303316355, "loss_maskiou": 0.00632391321414616, "loss_sem_seg": 0.3238373650237918, "lr": 0.01, "mask_rcnn/accuracy": 0.8973829537445609, "mask_rcnn/false_negative": 0.07866281951621382, "mask_rcnn/false_positive": 0.11757025635925915, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7771073961630464, "total_loss": 1.7277027076343074} {"data_time": 0.01922947447746992, "eta_seconds": 154795.6018420374, "iteration": 71859, "loss_fcos_cls": 0.2903504972346127, "loss_fcos_ctr": 0.6216221125796437, "loss_fcos_loc": 0.20005155634135008, "loss_mask": 0.273193821310997, "loss_maskiou": 0.006753408262738958, "loss_sem_seg": 0.32994904834777117, "lr": 0.01, "mask_rcnn/accuracy": 0.8861363636363636, "mask_rcnn/false_negative": 0.10518188576645122, "mask_rcnn/false_positive": 0.14830806226547305, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.5, "time": 0.7888773353770375, "total_loss": 1.6990847219203715} {"data_time": 0.015570703893899918, "eta_seconds": 154694.1189189516, "iteration": 71879, "loss_fcos_cls": 0.29583798395469785, "loss_fcos_ctr": 0.6243675015866756, "loss_fcos_loc": 0.21438136755023152, "loss_mask": 0.28978517930954695, "loss_maskiou": 0.0073238664044765756, "loss_sem_seg": 0.3580176094546914, "lr": 0.01, "mask_rcnn/accuracy": 0.875218934976588, "mask_rcnn/false_negative": 0.08080914871796091, "mask_rcnn/false_positive": 0.17760603270920233, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.25, "time": 0.7865000795572996, "total_loss": 1.7756120843696408} {"data_time": 0.014967186376452446, "eta_seconds": 154656.0756523991, "iteration": 71899, "loss_fcos_cls": 0.28794429218396544, "loss_fcos_ctr": 0.6230981769040227, "loss_fcos_loc": 0.20867697789799422, "loss_mask": 0.28697175066918135, "loss_maskiou": 0.007799070095643401, "loss_sem_seg": 0.338223060593009, "lr": 0.01, "mask_rcnn/accuracy": 0.8756773841123413, "mask_rcnn/false_negative": 0.09927517621322299, "mask_rcnn/false_positive": 0.14520993089619022, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.75, "time": 0.7792441761121154, "total_loss": 1.7637179628072772} {"data_time": 0.016029242426156998, "eta_seconds": 154626.29135136958, "iteration": 71919, "loss_fcos_cls": 0.3034263369627297, "loss_fcos_ctr": 0.6237879525870085, "loss_fcos_loc": 0.2178522942122072, "loss_mask": 0.29116298351436853, "loss_maskiou": 0.007564369028841611, "loss_sem_seg": 0.31739461165852845, "lr": 0.01, "mask_rcnn/accuracy": 0.8588868136540331, "mask_rcnn/false_negative": 0.09600333584443724, "mask_rcnn/false_positive": 0.17972788199139947, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.5, "time": 0.7912332359701395, "total_loss": 1.7555830169876572} {"data_time": 0.01716664619743824, "eta_seconds": 154610.6789209647, "iteration": 71939, "loss_fcos_cls": 0.2777254320681095, "loss_fcos_ctr": 0.6246771728619933, "loss_fcos_loc": 0.22102884203195572, "loss_mask": 0.3120028730481863, "loss_maskiou": 0.007157903048209846, "loss_sem_seg": 0.32481022737920284, "lr": 0.01, "mask_rcnn/accuracy": 0.8686802858795339, "mask_rcnn/false_negative": 0.1219616310136839, "mask_rcnn/false_positive": 0.12019403335079379, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.0, "time": 0.7792601929977536, "total_loss": 1.7788303008128423} {"data_time": 0.014486705884337425, "eta_seconds": 154595.06649055984, "iteration": 71959, "loss_fcos_cls": 0.27819343842566013, "loss_fcos_ctr": 0.626532344147563, "loss_fcos_loc": 0.22568707400932908, "loss_mask": 0.28846815694123507, "loss_maskiou": 0.00747367346775718, "loss_sem_seg": 0.2926293355412781, "lr": 0.01, "mask_rcnn/accuracy": 0.888957540643376, "mask_rcnn/false_negative": 0.1039806229959937, "mask_rcnn/false_positive": 0.14917334195067597, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7906010877341032, "total_loss": 1.7346606107603293} {"data_time": 0.016195193864405155, "eta_seconds": 154593.62020769063, "iteration": 71979, "loss_fcos_cls": 0.28565244120545685, "loss_fcos_ctr": 0.6227346677333117, "loss_fcos_loc": 0.22633839095942676, "loss_mask": 0.30037336237728596, "loss_maskiou": 0.006914090117788874, "loss_sem_seg": 0.3497666707262397, "lr": 0.01, "mask_rcnn/accuracy": 0.8609597636841457, "mask_rcnn/false_negative": 0.10165896452979531, "mask_rcnn/false_positive": 0.16858830394938487, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7784959767013788, "total_loss": 1.7755328286293661} {"data_time": 0.01705662626773119, "eta_seconds": 154680.68422340043, "iteration": 71999, "loss_fcos_cls": 0.2871317043318413, "loss_fcos_ctr": 0.6218896070495248, "loss_fcos_loc": 0.2152307464275509, "loss_mask": 0.2821576949208975, "loss_maskiou": 0.006881594221340492, "loss_sem_seg": 0.31008172943256795, "lr": 0.01, "mask_rcnn/accuracy": 0.8860064449276979, "mask_rcnn/false_negative": 0.0997564559179587, "mask_rcnn/false_positive": 0.15990841762205898, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7871726136654615, "total_loss": 1.7065905214403756} {"data_time": 0.018617440946400166, "eta_seconds": 154824.12176479306, "iteration": 72019, "loss_fcos_cls": 0.28104114497546107, "loss_fcos_ctr": 0.6210905583575368, "loss_fcos_loc": 0.20867938129231334, "loss_mask": 0.2831998374313116, "loss_maskiou": 0.006865718416520394, "loss_sem_seg": 0.3057185362558812, "lr": 0.01, "mask_rcnn/accuracy": 0.8712901114393126, "mask_rcnn/false_negative": 0.12064126267731341, "mask_rcnn/false_positive": 0.1479985072279669, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.0, "time": 0.7858435036614537, "total_loss": 1.7164073040039511} {"data_time": 0.01625538058578968, "eta_seconds": 154921.41107737832, "iteration": 72039, "loss_fcos_cls": 0.2883548568934202, "loss_fcos_ctr": 0.626692081335932, "loss_fcos_loc": 0.2214647363871336, "loss_mask": 0.3092102939262986, "loss_maskiou": 0.007214317811303772, "loss_sem_seg": 0.33855225471779704, "lr": 0.01, "mask_rcnn/accuracy": 0.8494716083394978, "mask_rcnn/false_negative": 0.12547841941004872, "mask_rcnn/false_positive": 0.18632944718143807, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7906963480636477, "total_loss": 1.759365085294121} {"data_time": 0.014901732094585896, "eta_seconds": 154905.75936708413, "iteration": 72059, "loss_fcos_cls": 0.29233364667743444, "loss_fcos_ctr": 0.6227992817293853, "loss_fcos_loc": 0.2215911028906703, "loss_mask": 0.28690360533073545, "loss_maskiou": 0.00648074310447555, "loss_sem_seg": 0.3384721647016704, "lr": 0.01, "mask_rcnn/accuracy": 0.8757610560225596, "mask_rcnn/false_negative": 0.07234919580952517, "mask_rcnn/false_positive": 0.1632042872202985, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7833590023219585, "total_loss": 1.7845974881201982} {"data_time": 0.015513170510530472, "eta_seconds": 154861.4987993911, "iteration": 72079, "loss_fcos_cls": 0.2910157977603376, "loss_fcos_ctr": 0.6238144738599658, "loss_fcos_loc": 0.2084481583442539, "loss_mask": 0.2848242502659559, "loss_maskiou": 0.0064396133966511115, "loss_sem_seg": 0.30307715479284525, "lr": 0.01, "mask_rcnn/accuracy": 0.879317514850204, "mask_rcnn/false_negative": 0.0767524486185737, "mask_rcnn/false_positive": 0.16811150339043657, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 40.25, "time": 0.7698314823210239, "total_loss": 1.7410564728124882} {"data_time": 0.01740381307899952, "eta_seconds": 154959.29165965598, "iteration": 72099, "loss_fcos_cls": 0.29892587987706065, "loss_fcos_ctr": 0.6237968946807086, "loss_fcos_loc": 0.2195034209289588, "loss_mask": 0.28317058365792036, "loss_maskiou": 0.0068869867391185835, "loss_sem_seg": 0.3155323248356581, "lr": 0.01, "mask_rcnn/accuracy": 0.8700196641156464, "mask_rcnn/false_negative": 0.09749360409019489, "mask_rcnn/false_positive": 0.15988535162940054, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.75, "time": 0.7966079777106643, "total_loss": 1.732663346498157} {"data_time": 0.01584628876298666, "eta_seconds": 154842.0910658585, "iteration": 72119, "loss_fcos_cls": 0.3097948585636914, "loss_fcos_ctr": 0.626606279052794, "loss_fcos_loc": 0.2239985044579953, "loss_mask": 0.29076497349888086, "loss_maskiou": 0.007231448427774012, "loss_sem_seg": 0.3200256610289216, "lr": 0.01, "mask_rcnn/accuracy": 0.877165256346441, "mask_rcnn/false_negative": 0.11418536815794665, "mask_rcnn/false_positive": 0.16809270687314642, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 24.0, "time": 0.7858458366245031, "total_loss": 1.786649259738624} {"data_time": 0.015696377493441105, "eta_seconds": 154865.05551381037, "iteration": 72139, "loss_fcos_cls": 0.2834886536002159, "loss_fcos_ctr": 0.6232091626152396, "loss_fcos_loc": 0.210368893109262, "loss_mask": 0.2978556570596993, "loss_maskiou": 0.007121544273104519, "loss_sem_seg": 0.3437061063013971, "lr": 0.01, "mask_rcnn/accuracy": 0.8880010932944606, "mask_rcnn/false_negative": 0.0879152071438991, "mask_rcnn/false_positive": 0.13146051153830707, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7771328631788492, "total_loss": 1.7575713630067185} {"data_time": 0.015969968400895596, "eta_seconds": 154810.79102369864, "iteration": 72159, "loss_fcos_cls": 0.2994261309504509, "loss_fcos_ctr": 0.6243802858516574, "loss_fcos_loc": 0.21511664427816868, "loss_mask": 0.2885020626708865, "loss_maskiou": 0.0068642371479654685, "loss_sem_seg": 0.35016042995266616, "lr": 0.01, "mask_rcnn/accuracy": 0.884073187895848, "mask_rcnn/false_negative": 0.09270146179770328, "mask_rcnn/false_positive": 0.12608365754968232, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.7743921121582389, "total_loss": 1.7848932682099985} {"data_time": 0.016322090290486813, "eta_seconds": 154817.03956256714, "iteration": 72179, "loss_fcos_cls": 0.2880078547168523, "loss_fcos_ctr": 0.6238417876884341, "loss_fcos_loc": 0.22005695779807866, "loss_mask": 0.2927645603194833, "loss_maskiou": 0.006793509252020158, "loss_sem_seg": 0.32915053702890873, "lr": 0.01, "mask_rcnn/accuracy": 0.8626631213859653, "mask_rcnn/false_negative": 0.09254683548877043, "mask_rcnn/false_positive": 0.1673228134451891, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7860280554741621, "total_loss": 1.7462494244682603} {"data_time": 0.015495791099965572, "eta_seconds": 154767.60588324815, "iteration": 72199, "loss_fcos_cls": 0.287272464716807, "loss_fcos_ctr": 0.6265590246766806, "loss_fcos_loc": 0.22365364764118567, "loss_mask": 0.3055746862664819, "loss_maskiou": 0.006852411504951306, "loss_sem_seg": 0.3216617504367605, "lr": 0.01, "mask_rcnn/accuracy": 0.8589116262447007, "mask_rcnn/false_negative": 0.09355430903681292, "mask_rcnn/false_positive": 0.20534542319007093, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7873656013980508, "total_loss": 1.7622500061261235} {"data_time": 0.018681335262954235, "eta_seconds": 154839.4974890761, "iteration": 72219, "loss_fcos_cls": 0.29724801681004465, "loss_fcos_ctr": 0.6263103359378874, "loss_fcos_loc": 0.22465099184773862, "loss_mask": 0.30356724467128515, "loss_maskiou": 0.00783040529495338, "loss_sem_seg": 0.3100604619830847, "lr": 0.01, "mask_rcnn/accuracy": 0.8598886787662298, "mask_rcnn/false_negative": 0.10318367910839199, "mask_rcnn/false_positive": 0.17677708121806096, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.5, "time": 0.8061896162107587, "total_loss": 1.7728193152943277} {"data_time": 0.017055035568773746, "eta_seconds": 154893.32495163474, "iteration": 72239, "loss_fcos_cls": 0.28906392864882946, "loss_fcos_ctr": 0.6236991956830025, "loss_fcos_loc": 0.21271395380608737, "loss_mask": 0.29379249829798937, "loss_maskiou": 0.007188517818576656, "loss_sem_seg": 0.3279855255968869, "lr": 0.01, "mask_rcnn/accuracy": 0.882685328595724, "mask_rcnn/false_negative": 0.10107246347557132, "mask_rcnn/false_positive": 0.13013790717346202, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.796798549592495, "total_loss": 1.7683315806134488} {"data_time": 0.016502746380865574, "eta_seconds": 155026.24898999557, "iteration": 72259, "loss_fcos_cls": 0.28017845563590527, "loss_fcos_ctr": 0.6238722028210759, "loss_fcos_loc": 0.2145416873972863, "loss_mask": 0.3011061819270253, "loss_maskiou": 0.007321879034861922, "loss_sem_seg": 0.3210885124281049, "lr": 0.01, "mask_rcnn/accuracy": 0.8801975846518382, "mask_rcnn/false_negative": 0.09975802496160674, "mask_rcnn/false_positive": 0.15411106380980003, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7888887785375118, "total_loss": 1.7323383589100558} {"data_time": 0.016371536999940872, "eta_seconds": 155010.56926257536, "iteration": 72279, "loss_fcos_cls": 0.29594078031368554, "loss_fcos_ctr": 0.626246309839189, "loss_fcos_loc": 0.21438291238155216, "loss_mask": 0.28224206157028675, "loss_maskiou": 0.0073193376665585674, "loss_sem_seg": 0.32529543433338404, "lr": 0.01, "mask_rcnn/accuracy": 0.8756391773020136, "mask_rcnn/false_negative": 0.08953874905626824, "mask_rcnn/false_positive": 0.15827529752644792, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7897115787491202, "total_loss": 1.7559347874484956} {"data_time": 0.015902122482657433, "eta_seconds": 155067.67646285892, "iteration": 72299, "loss_fcos_cls": 0.29713238729164004, "loss_fcos_ctr": 0.6237873351201415, "loss_fcos_loc": 0.21736589929787442, "loss_mask": 0.293290376663208, "loss_maskiou": 0.007519098275224678, "loss_sem_seg": 0.33111572125926614, "lr": 0.01, "mask_rcnn/accuracy": 0.8816866258257372, "mask_rcnn/false_negative": 0.11333226976206295, "mask_rcnn/false_positive": 0.1475005372046755, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.7888253061100841, "total_loss": 1.7951291784120258} {"data_time": 0.01676584966480732, "eta_seconds": 155171.34707706608, "iteration": 72319, "loss_fcos_cls": 0.29615396447479725, "loss_fcos_ctr": 0.6218757629394531, "loss_fcos_loc": 0.21043072268366814, "loss_mask": 0.2852210085839033, "loss_maskiou": 0.006711120848194696, "loss_sem_seg": 0.32605182798579335, "lr": 0.01, "mask_rcnn/accuracy": 0.8580392019192998, "mask_rcnn/false_negative": 0.10998421210782527, "mask_rcnn/false_positive": 0.16819754324961766, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.0, "time": 0.7879958860576153, "total_loss": 1.730608829529956} {"data_time": 0.016981109976768494, "eta_seconds": 155245.76931089815, "iteration": 72339, "loss_fcos_cls": 0.28230442851781845, "loss_fcos_ctr": 0.6205010274425149, "loss_fcos_loc": 0.20514054759405553, "loss_mask": 0.280772372148931, "loss_maskiou": 0.006488411803729832, "loss_sem_seg": 0.31153342977631837, "lr": 0.01, "mask_rcnn/accuracy": 0.8768892724176682, "mask_rcnn/false_negative": 0.0902523210571052, "mask_rcnn/false_positive": 0.13757403930080414, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.75, "time": 0.785198382101953, "total_loss": 1.6940147808691108} {"data_time": 0.016919497400522232, "eta_seconds": 155139.94874397852, "iteration": 72359, "loss_fcos_cls": 0.2816322878934443, "loss_fcos_ctr": 0.6215785034000874, "loss_fcos_loc": 0.21092112734913826, "loss_mask": 0.28356774104759097, "loss_maskiou": 0.006316239920124644, "loss_sem_seg": 0.3380721006542444, "lr": 0.01, "mask_rcnn/accuracy": 0.8750152677350009, "mask_rcnn/false_negative": 0.10333442116661878, "mask_rcnn/false_positive": 0.166286400217529, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.771093325689435, "total_loss": 1.7478985422494588} {"data_time": 0.01555806677788496, "eta_seconds": 155101.3143239459, "iteration": 72379, "loss_fcos_cls": 0.29637262714095414, "loss_fcos_ctr": 0.6261135283857584, "loss_fcos_loc": 0.22406241507269442, "loss_mask": 0.3054581070318818, "loss_maskiou": 0.007741142660961486, "loss_sem_seg": 0.34096781839616597, "lr": 0.01, "mask_rcnn/accuracy": 0.8571759713500785, "mask_rcnn/false_negative": 0.10779623068945103, "mask_rcnn/false_positive": 0.15671919633191878, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.25, "time": 0.769306942820549, "total_loss": 1.7998068733431865} {"data_time": 0.017041586339473724, "eta_seconds": 155063.0849960558, "iteration": 72399, "loss_fcos_cls": 0.2850189576856792, "loss_fcos_ctr": 0.6255171285010874, "loss_fcos_loc": 0.21858892892487347, "loss_mask": 0.29478097055107355, "loss_maskiou": 0.006837764725787565, "loss_sem_seg": 0.2987411106005311, "lr": 0.01, "mask_rcnn/accuracy": 0.868972270240333, "mask_rcnn/false_negative": 0.08900772709727825, "mask_rcnn/false_positive": 0.1735423270656565, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.7850382467731833, "total_loss": 1.7481658060278278} {"data_time": 0.017821429297327995, "eta_seconds": 154900.81117063388, "iteration": 72419, "loss_fcos_cls": 0.27796632912941277, "loss_fcos_ctr": 0.6226914804428816, "loss_fcos_loc": 0.21257316996343434, "loss_mask": 0.2924582422710955, "loss_maskiou": 0.007064174336846918, "loss_sem_seg": 0.32593139447271824, "lr": 0.01, "mask_rcnn/accuracy": 0.8591384789642394, "mask_rcnn/false_negative": 0.10751784062456626, "mask_rcnn/false_positive": 0.17383907318195113, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.75, "time": 0.7704579746350646, "total_loss": 1.7489377220044844} {"data_time": 0.016197715885937214, "eta_seconds": 154889.46631874517, "iteration": 72439, "loss_fcos_cls": 0.27739720745012164, "loss_fcos_ctr": 0.6287546255625784, "loss_fcos_loc": 0.22358917747624218, "loss_mask": 0.30481147207319736, "loss_maskiou": 0.007503978660679422, "loss_sem_seg": 0.314308428671211, "lr": 0.01, "mask_rcnn/accuracy": 0.8591561693968053, "mask_rcnn/false_negative": 0.10079832866318339, "mask_rcnn/false_positive": 0.177975565561302, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.76378383487463, "total_loss": 1.7671447478496702} {"data_time": 0.017168809659779072, "eta_seconds": 155002.95181399304, "iteration": 72459, "loss_fcos_cls": 0.28613621764816344, "loss_fcos_ctr": 0.6225185729563236, "loss_fcos_loc": 0.21228510967921466, "loss_mask": 0.29190252535045147, "loss_maskiou": 0.007477192091755569, "loss_sem_seg": 0.2894120682030916, "lr": 0.01, "mask_rcnn/accuracy": 0.8742534094977704, "mask_rcnn/false_negative": 0.11369484054621776, "mask_rcnn/false_positive": 0.1406149556643219, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.0, "time": 0.7937658196315169, "total_loss": 1.7255101539340103} {"data_time": 0.015682064928114414, "eta_seconds": 155022.83009690326, "iteration": 72479, "loss_fcos_cls": 0.27802021661773324, "loss_fcos_ctr": 0.6208755690604448, "loss_fcos_loc": 0.21443034219555557, "loss_mask": 0.2996953288093209, "loss_maskiou": 0.007217418140498921, "loss_sem_seg": 0.31783694215118885, "lr": 0.01, "mask_rcnn/accuracy": 0.8722948554421768, "mask_rcnn/false_negative": 0.10595085167565921, "mask_rcnn/false_positive": 0.16789732214675582, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 39.5, "time": 0.7887598257511854, "total_loss": 1.7264191703216056} {"data_time": 0.015178448520600796, "eta_seconds": 155018.70436908584, "iteration": 72499, "loss_fcos_cls": 0.29329268634319305, "loss_fcos_ctr": 0.6275617070496082, "loss_fcos_loc": 0.21958405218902044, "loss_mask": 0.2887962060049176, "loss_maskiou": 0.007499761719373055, "loss_sem_seg": 0.3070169296115637, "lr": 0.01, "mask_rcnn/accuracy": 0.8835419404180183, "mask_rcnn/false_negative": 0.08889986859486917, "mask_rcnn/false_positive": 0.1579693781768592, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.8048637080937624, "total_loss": 1.7374309979059035} {"data_time": 0.015797829255461693, "eta_seconds": 155031.5600689603, "iteration": 72519, "loss_fcos_cls": 0.2905008075758815, "loss_fcos_ctr": 0.624431281350553, "loss_fcos_loc": 0.21920745878014714, "loss_mask": 0.2998060891404748, "loss_maskiou": 0.007292369358765427, "loss_sem_seg": 0.3083708989433944, "lr": 0.01, "mask_rcnn/accuracy": 0.8649079051263362, "mask_rcnn/false_negative": 0.11156703233866794, "mask_rcnn/false_positive": 0.15856838628521736, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7969541093334556, "total_loss": 1.7262672012438998} {"data_time": 0.015886814333498478, "eta_seconds": 154992.89668452647, "iteration": 72539, "loss_fcos_cls": 0.29529111040756106, "loss_fcos_ctr": 0.624971333425492, "loss_fcos_loc": 0.21800598711706698, "loss_mask": 0.31473838817328215, "loss_maskiou": 0.00807927775895223, "loss_sem_seg": 0.31929153203964233, "lr": 0.01, "mask_rcnn/accuracy": 0.8673363095238096, "mask_rcnn/false_negative": 0.10409588063818673, "mask_rcnn/false_positive": 0.15514441887931446, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7832814790308475, "total_loss": 1.7788053875265177} {"data_time": 0.016408419236540794, "eta_seconds": 154937.52847762033, "iteration": 72559, "loss_fcos_cls": 0.275069632101804, "loss_fcos_ctr": 0.6224289396777749, "loss_fcos_loc": 0.20590202580206096, "loss_mask": 0.28504956141114235, "loss_maskiou": 0.0063295444851974025, "loss_sem_seg": 0.30664278101176023, "lr": 0.01, "mask_rcnn/accuracy": 0.8764656563560003, "mask_rcnn/false_negative": 0.09221946542345397, "mask_rcnn/false_positive": 0.15917424816640027, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7750857528299093, "total_loss": 1.732854671558016} {"data_time": 0.016027938574552536, "eta_seconds": 154955.91230044048, "iteration": 72579, "loss_fcos_cls": 0.28774856869131327, "loss_fcos_ctr": 0.6230937913060188, "loss_fcos_loc": 0.2107300024945289, "loss_mask": 0.2856496162712574, "loss_maskiou": 0.0068203120899852365, "loss_sem_seg": 0.3567161299288273, "lr": 0.01, "mask_rcnn/accuracy": 0.8833276062147963, "mask_rcnn/false_negative": 0.10529652028585372, "mask_rcnn/false_positive": 0.1651354263855378, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7834144700318575, "total_loss": 1.7773925485671498} {"data_time": 0.0167232695966959, "eta_seconds": 154952.54028860945, "iteration": 72599, "loss_fcos_cls": 0.2903539724647999, "loss_fcos_ctr": 0.6207034718245268, "loss_fcos_loc": 0.2146044632536359, "loss_mask": 0.29561488423496485, "loss_maskiou": 0.0076126938802190125, "loss_sem_seg": 0.2992042023688555, "lr": 0.01, "mask_rcnn/accuracy": 0.8633084354133358, "mask_rcnn/false_negative": 0.1170564418766954, "mask_rcnn/false_positive": 0.17231665513566108, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.7895980291068554, "total_loss": 1.7458085751859471} {"data_time": 0.017223630100488663, "eta_seconds": 154912.95217904355, "iteration": 72619, "loss_fcos_cls": 0.29268682561814785, "loss_fcos_ctr": 0.6227891491726041, "loss_fcos_loc": 0.22092901868745685, "loss_mask": 0.2900466341525316, "loss_maskiou": 0.007416752530843951, "loss_sem_seg": 0.3414068268612027, "lr": 0.01, "mask_rcnn/accuracy": 0.8780700781456747, "mask_rcnn/false_negative": 0.11097987753818336, "mask_rcnn/false_positive": 0.14794050079580626, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7721051666885614, "total_loss": 1.7989084715372883} {"data_time": 0.018050115555524826, "eta_seconds": 154874.7502184026, "iteration": 72639, "loss_fcos_cls": 0.2879187751095742, "loss_fcos_ctr": 0.6245889021083713, "loss_fcos_loc": 0.21638772985897958, "loss_mask": 0.293091063387692, "loss_maskiou": 0.007382403840892948, "loss_sem_seg": 0.32123889797367156, "lr": 0.01, "mask_rcnn/accuracy": 0.8667027417027418, "mask_rcnn/false_negative": 0.0937359433976502, "mask_rcnn/false_positive": 0.15827540883640595, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.5, "time": 0.7877110550180078, "total_loss": 1.7740682570147328} {"data_time": 0.016357000917196274, "eta_seconds": 154881.5584882265, "iteration": 72659, "loss_fcos_cls": 0.2901492773089558, "loss_fcos_ctr": 0.6210457719862461, "loss_fcos_loc": 0.214510828955099, "loss_mask": 0.2798772593960166, "loss_maskiou": 0.0064038976925075985, "loss_sem_seg": 0.3141083987429738, "lr": 0.01, "mask_rcnn/accuracy": 0.8810130519961876, "mask_rcnn/false_negative": 0.08438385343338095, "mask_rcnn/false_positive": 0.16761703766094804, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7863999092951417, "total_loss": 1.6986229539979831} {"data_time": 0.01659751869738102, "eta_seconds": 154816.94789830782, "iteration": 72679, "loss_fcos_cls": 0.2846408103359863, "loss_fcos_ctr": 0.623818929772824, "loss_fcos_loc": 0.21167767234146595, "loss_mask": 0.29298544395715, "loss_maskiou": 0.006494105553429108, "loss_sem_seg": 0.29685808159410954, "lr": 0.01, "mask_rcnn/accuracy": 0.8734122237411711, "mask_rcnn/false_negative": 0.08757798416912774, "mask_rcnn/false_positive": 0.138903147113286, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.0, "time": 0.7808188451454043, "total_loss": 1.7330216122427373} {"data_time": 0.015543611720204353, "eta_seconds": 154775.9084961908, "iteration": 72699, "loss_fcos_cls": 0.2917476890143007, "loss_fcos_ctr": 0.6239770175889134, "loss_fcos_loc": 0.21668622875586152, "loss_mask": 0.28958834055811167, "loss_maskiou": 0.0068248088209657, "loss_sem_seg": 0.37489606882445514, "lr": 0.01, "mask_rcnn/accuracy": 0.8622554729800083, "mask_rcnn/false_negative": 0.09937607945758456, "mask_rcnn/false_positive": 0.14202311610489282, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.5, "time": 0.7803963785991073, "total_loss": 1.800172627554275} {"data_time": 0.01661911979317665, "eta_seconds": 154811.97195918486, "iteration": 72719, "loss_fcos_cls": 0.2867613334674388, "loss_fcos_ctr": 0.6257239249534905, "loss_fcos_loc": 0.21125218248926103, "loss_mask": 0.28482896741479635, "loss_maskiou": 0.008043423353228718, "loss_sem_seg": 0.31839911825954914, "lr": 0.01, "mask_rcnn/accuracy": 0.8773859277753655, "mask_rcnn/false_negative": 0.0986965422309965, "mask_rcnn/false_positive": 0.17407679228020362, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7971788505092263, "total_loss": 1.7578732988768024} {"data_time": 0.015138229355216026, "eta_seconds": 154848.39915361628, "iteration": 72739, "loss_fcos_cls": 0.2711398578248918, "loss_fcos_ctr": 0.623882613144815, "loss_fcos_loc": 0.20659013371914625, "loss_mask": 0.29356464464217424, "loss_maskiou": 0.006784354933188297, "loss_sem_seg": 0.3204536787234247, "lr": 0.01, "mask_rcnn/accuracy": 0.8709296218487395, "mask_rcnn/false_negative": 0.09806369717775984, "mask_rcnn/false_positive": 0.1534828677065017, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.5, "time": 0.7922777673229575, "total_loss": 1.7341456890135305} {"data_time": 0.01742077525705099, "eta_seconds": 154820.21226952504, "iteration": 72759, "loss_fcos_cls": 0.27966845501214266, "loss_fcos_ctr": 0.6235024565830827, "loss_fcos_loc": 0.21102067467290908, "loss_mask": 0.28279775008559227, "loss_maskiou": 0.007208263632492162, "loss_sem_seg": 0.3057218296453357, "lr": 0.01, "mask_rcnn/accuracy": 0.8666280148423006, "mask_rcnn/false_negative": 0.102055380545791, "mask_rcnn/false_positive": 0.15366355027422668, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7686728201806545, "total_loss": 1.7097371231939178} {"data_time": 0.017894995398819447, "eta_seconds": 154816.9994549118, "iteration": 72779, "loss_fcos_cls": 0.2841669099871069, "loss_fcos_ctr": 0.6278639258816838, "loss_fcos_loc": 0.22835941100493073, "loss_mask": 0.2951344707980752, "loss_maskiou": 0.007546935055870563, "loss_sem_seg": 0.34110785415396094, "lr": 0.01, "mask_rcnn/accuracy": 0.8633624878522838, "mask_rcnn/false_negative": 0.11052390088722394, "mask_rcnn/false_positive": 0.16755582741701303, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7907305937260389, "total_loss": 1.7982926235126797} {"data_time": 0.01680740714073181, "eta_seconds": 154771.6805703668, "iteration": 72799, "loss_fcos_cls": 0.27208746364340186, "loss_fcos_ctr": 0.6244184318929911, "loss_fcos_loc": 0.21183123509399593, "loss_mask": 0.2868352346122265, "loss_maskiou": 0.0072145477824960835, "loss_sem_seg": 0.3413850765209645, "lr": 0.01, "mask_rcnn/accuracy": 0.8933108773225051, "mask_rcnn/false_negative": 0.10622270969838053, "mask_rcnn/false_positive": 0.11212833696490007, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.25, "time": 0.7702209707349539, "total_loss": 1.7223883279802976} {"data_time": 0.016093316487967968, "eta_seconds": 154772.65613671392, "iteration": 72819, "loss_fcos_cls": 0.29091609502211213, "loss_fcos_ctr": 0.625137235969305, "loss_fcos_loc": 0.22243228001752868, "loss_mask": 0.2891253833658993, "loss_maskiou": 0.007001147125265561, "loss_sem_seg": 0.3304782845079899, "lr": 0.01, "mask_rcnn/accuracy": 0.8608908072157434, "mask_rcnn/false_negative": 0.10409831753891785, "mask_rcnn/false_positive": 0.16070425245722275, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.80177350807935, "total_loss": 1.793740985027398} {"data_time": 0.017495380714535713, "eta_seconds": 154790.4536500387, "iteration": 72839, "loss_fcos_cls": 0.29113850044086576, "loss_fcos_ctr": 0.6241689119488001, "loss_fcos_loc": 0.22337622358463705, "loss_mask": 0.2902125930413604, "loss_maskiou": 0.0066479815359343775, "loss_sem_seg": 0.33055788977071643, "lr": 0.01, "mask_rcnn/accuracy": 0.8650069916318113, "mask_rcnn/false_negative": 0.11570227336112059, "mask_rcnn/false_positive": 0.14879802205904227, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7943572420626879, "total_loss": 1.7458134328189772} {"data_time": 0.01734838169068098, "eta_seconds": 154774.75171571597, "iteration": 72859, "loss_fcos_cls": 0.26723083783872426, "loss_fcos_ctr": 0.6212126561440527, "loss_fcos_loc": 0.20633775438182056, "loss_mask": 0.2904260978102684, "loss_maskiou": 0.007925104182504583, "loss_sem_seg": 0.30843809712678194, "lr": 0.01, "mask_rcnn/accuracy": 0.8750489865367634, "mask_rcnn/false_negative": 0.1047411272979553, "mask_rcnn/false_positive": 0.14170650596140177, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7907320419326425, "total_loss": 1.7507301807636395} {"data_time": 0.01508755050599575, "eta_seconds": 154756.33091364987, "iteration": 72879, "loss_fcos_cls": 0.27722559310495853, "loss_fcos_ctr": 0.6265611564740539, "loss_fcos_loc": 0.22209268063306808, "loss_mask": 0.2996442038565874, "loss_maskiou": 0.007438345535774715, "loss_sem_seg": 0.3435849957168102, "lr": 0.01, "mask_rcnn/accuracy": 0.8520413684954502, "mask_rcnn/false_negative": 0.11052375409266801, "mask_rcnn/false_positive": 0.18948798600908123, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.25, "time": 0.7673307107761502, "total_loss": 1.78362909979478} {"data_time": 0.014538568444550037, "eta_seconds": 154743.34784707054, "iteration": 72899, "loss_fcos_cls": 0.2771799131296575, "loss_fcos_ctr": 0.6216133814305067, "loss_fcos_loc": 0.20949640893377364, "loss_mask": 0.2853984832763672, "loss_maskiou": 0.007238265796331689, "loss_sem_seg": 0.33096954552456737, "lr": 0.01, "mask_rcnn/accuracy": 0.8592296293517407, "mask_rcnn/false_negative": 0.11508745741271748, "mask_rcnn/false_positive": 0.1571446257379952, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.786983679048717, "total_loss": 1.753033187254914} {"data_time": 0.016803918406367302, "eta_seconds": 154731.637670815, "iteration": 72919, "loss_fcos_cls": 0.2893741929437965, "loss_fcos_ctr": 0.6246319822967052, "loss_fcos_loc": 0.22244366724044085, "loss_mask": 0.30070367734879255, "loss_maskiou": 0.008086801710305735, "loss_sem_seg": 0.30939415097236633, "lr": 0.01, "mask_rcnn/accuracy": 0.877204143852663, "mask_rcnn/false_negative": 0.10989869770430906, "mask_rcnn/false_positive": 0.14014564299789148, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7865571100264788, "total_loss": 1.742717942368472} {"data_time": 0.01680865604430437, "eta_seconds": 154711.94397842512, "iteration": 72939, "loss_fcos_cls": 0.28497939137741923, "loss_fcos_ctr": 0.621913705021143, "loss_fcos_loc": 0.21532769524492323, "loss_mask": 0.30918527767062187, "loss_maskiou": 0.007187874405644834, "loss_sem_seg": 0.30615216842852533, "lr": 0.01, "mask_rcnn/accuracy": 0.8791932620615117, "mask_rcnn/false_negative": 0.12220095577496778, "mask_rcnn/false_positive": 0.14782662910974992, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.5, "time": 0.7749707903712988, "total_loss": 1.7337482716156956} {"data_time": 0.016195631586015224, "eta_seconds": 154675.70081074163, "iteration": 72959, "loss_fcos_cls": 0.2996646980755031, "loss_fcos_ctr": 0.6249847942963243, "loss_fcos_loc": 0.22197691048495471, "loss_mask": 0.29997499752789736, "loss_maskiou": 0.006672511182841845, "loss_sem_seg": 0.3647033143788576, "lr": 0.01, "mask_rcnn/accuracy": 0.875766040256126, "mask_rcnn/false_negative": 0.10796385502845822, "mask_rcnn/false_positive": 0.13858383832717042, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.0, "time": 0.7658471753820777, "total_loss": 1.813649593215814} {"data_time": 0.015948083251714706, "eta_seconds": 154654.25423479173, "iteration": 72979, "loss_fcos_cls": 0.2841942402301356, "loss_fcos_ctr": 0.6253331545740366, "loss_fcos_loc": 0.2162167807109654, "loss_mask": 0.29213017504662275, "loss_maskiou": 0.0074666995569714345, "loss_sem_seg": 0.3124364009127021, "lr": 0.01, "mask_rcnn/accuracy": 0.8636476710413081, "mask_rcnn/false_negative": 0.09749996654025372, "mask_rcnn/false_positive": 0.18294511991983872, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7724267235025764, "total_loss": 1.756912477183505} {"data_time": 0.016130371019244194, "eta_seconds": 154597.183434695, "iteration": 72999, "loss_fcos_cls": 0.28640250908210874, "loss_fcos_ctr": 0.623912111390382, "loss_fcos_loc": 0.214701414341107, "loss_mask": 0.28592468798160553, "loss_maskiou": 0.007436306099407375, "loss_sem_seg": 0.35143344197422266, "lr": 0.01, "mask_rcnn/accuracy": 0.8795171522556391, "mask_rcnn/false_negative": 0.10402311710092563, "mask_rcnn/false_positive": 0.14711089845884973, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7737634805962443, "total_loss": 1.7705367777089123} {"data_time": 0.016283485107123852, "eta_seconds": 154539.5145397382, "iteration": 73019, "loss_fcos_cls": 0.283364332979545, "loss_fcos_ctr": 0.6281778998672962, "loss_fcos_loc": 0.23231517802923918, "loss_mask": 0.3038390390574932, "loss_maskiou": 0.007363770579104312, "loss_sem_seg": 0.33194330451078713, "lr": 0.01, "mask_rcnn/accuracy": 0.854420601192422, "mask_rcnn/false_negative": 0.09809989332191549, "mask_rcnn/false_positive": 0.19913531916414853, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7732230862602592, "total_loss": 1.7716155099187745} {"data_time": 0.015568580478429794, "eta_seconds": 154523.82373559568, "iteration": 73039, "loss_fcos_cls": 0.29313585348427296, "loss_fcos_ctr": 0.6236022971570492, "loss_fcos_loc": 0.2192883542738855, "loss_mask": 0.2843798426911235, "loss_maskiou": 0.007039117437670939, "loss_sem_seg": 0.3513474902138114, "lr": 0.01, "mask_rcnn/accuracy": 0.8568520663803496, "mask_rcnn/false_negative": 0.11237333963607467, "mask_rcnn/false_positive": 0.17008750013116575, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 39.75, "time": 0.7927079331129789, "total_loss": 1.7443553708180843} {"data_time": 0.017371274530887604, "eta_seconds": 154519.85428873356, "iteration": 73059, "loss_fcos_cls": 0.2949980173725635, "loss_fcos_ctr": 0.6232558260671794, "loss_fcos_loc": 0.21344601508462802, "loss_mask": 0.297155374661088, "loss_maskiou": 0.006771265980205499, "loss_sem_seg": 0.3111594538204372, "lr": 0.01, "mask_rcnn/accuracy": 0.8771040067403109, "mask_rcnn/false_negative": 0.09952874773395197, "mask_rcnn/false_positive": 0.13883695289224782, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7874496290460229, "total_loss": 1.7585235384394764} {"data_time": 0.015311339870095253, "eta_seconds": 154510.6041129157, "iteration": 73079, "loss_fcos_cls": 0.2901739655062556, "loss_fcos_ctr": 0.6243894649669528, "loss_fcos_loc": 0.22087499243207276, "loss_mask": 0.2815553266555071, "loss_maskiou": 0.00734699988970533, "loss_sem_seg": 0.3278433894738555, "lr": 0.01, "mask_rcnn/accuracy": 0.8721278384912083, "mask_rcnn/false_negative": 0.12502617407682232, "mask_rcnn/false_positive": 0.14323131885743778, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7845404772087932, "total_loss": 1.7826482768214191} {"data_time": 0.01638455782085657, "eta_seconds": 154476.75132316817, "iteration": 73099, "loss_fcos_cls": 0.2779390839859843, "loss_fcos_ctr": 0.6244827120099217, "loss_fcos_loc": 0.21336628214339726, "loss_mask": 0.287226059474051, "loss_maskiou": 0.006848205302958377, "loss_sem_seg": 0.3064392595551908, "lr": 0.01, "mask_rcnn/accuracy": 0.8763576211734694, "mask_rcnn/false_negative": 0.08804930990578394, "mask_rcnn/false_positive": 0.1841789304031634, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7810025466606021, "total_loss": 1.7052952881276724} {"data_time": 0.01653030700981617, "eta_seconds": 154461.06051902566, "iteration": 73119, "loss_fcos_cls": 0.2818870929768309, "loss_fcos_ctr": 0.6208378495648503, "loss_fcos_loc": 0.20888464828021824, "loss_mask": 0.2935008476488292, "loss_maskiou": 0.007906635291874409, "loss_sem_seg": 0.33311547012999654, "lr": 0.01, "mask_rcnn/accuracy": 0.8737818089146785, "mask_rcnn/false_negative": 0.09373535905775082, "mask_rcnn/false_positive": 0.13802450531000776, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7837733328342438, "total_loss": 1.7400098412617808} {"data_time": 0.016960378736257553, "eta_seconds": 154424.35680883192, "iteration": 73139, "loss_fcos_cls": 0.2785112886049319, "loss_fcos_ctr": 0.6187408054247499, "loss_fcos_loc": 0.20211730839218944, "loss_mask": 0.27242738753557205, "loss_maskiou": 0.006446404455346055, "loss_sem_seg": 0.3319590790197253, "lr": 0.01, "mask_rcnn/accuracy": 0.874890574650913, "mask_rcnn/false_negative": 0.10324295802859507, "mask_rcnn/false_positive": 0.13900120794962556, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 22.75, "time": 0.7763356734067202, "total_loss": 1.7360998441581614} {"data_time": 0.016365972347557545, "eta_seconds": 154437.16983338352, "iteration": 73159, "loss_fcos_cls": 0.2792623061686754, "loss_fcos_ctr": 0.6232833256945014, "loss_fcos_loc": 0.20844406494870782, "loss_mask": 0.27702254708856344, "loss_maskiou": 0.0065635417267913, "loss_sem_seg": 0.2968148533254862, "lr": 0.01, "mask_rcnn/accuracy": 0.8686949211502784, "mask_rcnn/false_negative": 0.09524921089319746, "mask_rcnn/false_positive": 0.12785305662022148, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.826168280094862, "total_loss": 1.7124105117909494} {"data_time": 0.01502674538642168, "eta_seconds": 154437.9950439753, "iteration": 73179, "loss_fcos_cls": 0.2839707669336349, "loss_fcos_ctr": 0.6241901014000177, "loss_fcos_loc": 0.21489156689494848, "loss_mask": 0.2894676933065057, "loss_maskiou": 0.007449481941876002, "loss_sem_seg": 0.3432512190192938, "lr": 0.01, "mask_rcnn/accuracy": 0.8762492763062673, "mask_rcnn/false_negative": 0.08187838741903566, "mask_rcnn/false_positive": 0.18540467610540878, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.792833867482841, "total_loss": 1.7988716887775809} {"data_time": 0.014954004436731339, "eta_seconds": 154422.3018003637, "iteration": 73199, "loss_fcos_cls": 0.29212376405484974, "loss_fcos_ctr": 0.623039641417563, "loss_fcos_loc": 0.21858027367852628, "loss_mask": 0.29648078326135874, "loss_maskiou": 0.008018496097065508, "loss_sem_seg": 0.3330202419310808, "lr": 0.01, "mask_rcnn/accuracy": 0.8719813037101112, "mask_rcnn/false_negative": 0.11387787056752507, "mask_rcnn/false_positive": 0.1322131459372596, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.7856168746948242, "total_loss": 1.7605947946867673} {"data_time": 0.015601838938891888, "eta_seconds": 154382.60649831314, "iteration": 73219, "loss_fcos_cls": 0.29427783004939556, "loss_fcos_ctr": 0.6222571493126452, "loss_fcos_loc": 0.21301278099417686, "loss_mask": 0.28313130140304565, "loss_maskiou": 0.00701753914472647, "loss_sem_seg": 0.31274947756901383, "lr": 0.01, "mask_rcnn/accuracy": 0.8811305308178414, "mask_rcnn/false_negative": 0.09157950700463305, "mask_rcnn/false_positive": 0.1629605408496095, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7820502202957869, "total_loss": 1.745463216182543} {"data_time": 0.014960418455302715, "eta_seconds": 154374.40357235726, "iteration": 73239, "loss_fcos_cls": 0.2834340897388756, "loss_fcos_ctr": 0.6257707197219133, "loss_fcos_loc": 0.21648390544578433, "loss_mask": 0.29031299985945225, "loss_maskiou": 0.007654800909222104, "loss_sem_seg": 0.32381907058879733, "lr": 0.01, "mask_rcnn/accuracy": 0.8526124704377256, "mask_rcnn/false_negative": 0.113484361279226, "mask_rcnn/false_positive": 0.1650585921156834, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7980103874579072, "total_loss": 1.760329880809877} {"data_time": 0.01532435417175293, "eta_seconds": 154322.03260920197, "iteration": 73259, "loss_fcos_cls": 0.2812160043977201, "loss_fcos_ctr": 0.6233613211661577, "loss_fcos_loc": 0.22131116362288594, "loss_mask": 0.2912759557366371, "loss_maskiou": 0.006459394993726164, "loss_sem_seg": 0.3109557367861271, "lr": 0.01, "mask_rcnn/accuracy": 0.86433924531351, "mask_rcnn/false_negative": 0.10434627194741615, "mask_rcnn/false_positive": 0.17759107453851694, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7716148970648646, "total_loss": 1.753148516996589} {"data_time": 0.016449321061372757, "eta_seconds": 154328.1008610325, "iteration": 73279, "loss_fcos_cls": 0.28778435615822673, "loss_fcos_ctr": 0.6257525198161602, "loss_fcos_loc": 0.22473506443202496, "loss_mask": 0.29935980029404163, "loss_maskiou": 0.007811561576090753, "loss_sem_seg": 0.35645150765776634, "lr": 0.01, "mask_rcnn/accuracy": 0.8863365057561485, "mask_rcnn/false_negative": 0.10644563747740704, "mask_rcnn/false_positive": 0.14608092317727495, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.5, "time": 0.7934791026636958, "total_loss": 1.7872932038735598} {"data_time": 0.016699939966201782, "eta_seconds": 154290.6569360867, "iteration": 73299, "loss_fcos_cls": 0.2964006671682, "loss_fcos_ctr": 0.6251511443406343, "loss_fcos_loc": 0.2179582174285315, "loss_mask": 0.2852328512817621, "loss_maskiou": 0.006892552177305333, "loss_sem_seg": 0.3124429886229336, "lr": 0.01, "mask_rcnn/accuracy": 0.884223011142073, "mask_rcnn/false_negative": 0.08385438238383244, "mask_rcnn/false_positive": 0.1499985704572851, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7909797271713614, "total_loss": 1.7307060617895331} {"data_time": 0.016083459369838238, "eta_seconds": 154274.9690995291, "iteration": 73319, "loss_fcos_cls": 0.27731131890323013, "loss_fcos_ctr": 0.6254623346030712, "loss_fcos_loc": 0.21176149137318134, "loss_mask": 0.2979973815381527, "loss_maskiou": 0.00700545466679614, "loss_sem_seg": 0.3309959303587675, "lr": 0.01, "mask_rcnn/accuracy": 0.8774099803855968, "mask_rcnn/false_negative": 0.09180155733659123, "mask_rcnn/false_positive": 0.14520934218267068, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7847551228478551, "total_loss": 1.7717319847724866} {"data_time": 0.015985780395567417, "eta_seconds": 154288.4616734581, "iteration": 73339, "loss_fcos_cls": 0.29303093056660146, "loss_fcos_ctr": 0.6251422399654984, "loss_fcos_loc": 0.21898847119882703, "loss_mask": 0.2886151932179928, "loss_maskiou": 0.007134107465390116, "loss_sem_seg": 0.3215866959653795, "lr": 0.01, "mask_rcnn/accuracy": 0.8696374607535322, "mask_rcnn/false_negative": 0.08529417165236687, "mask_rcnn/false_positive": 0.14674525224277374, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7962125148624182, "total_loss": 1.7437039353244472} {"data_time": 0.01629890874028206, "eta_seconds": 154290.90703057498, "iteration": 73359, "loss_fcos_cls": 0.29443608364090323, "loss_fcos_ctr": 0.622246169950813, "loss_fcos_loc": 0.2149117225781083, "loss_mask": 0.2913584103807807, "loss_maskiou": 0.008292977800010704, "loss_sem_seg": 0.3325341143645346, "lr": 0.01, "mask_rcnn/accuracy": 0.8893904883381925, "mask_rcnn/false_negative": 0.09506937098732224, "mask_rcnn/false_positive": 0.13543786902885702, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7698597703129053, "total_loss": 1.7962930515495827} {"data_time": 0.016405734233558178, "eta_seconds": 154275.21438183635, "iteration": 73379, "loss_fcos_cls": 0.2848629542859271, "loss_fcos_ctr": 0.6220961986109614, "loss_fcos_loc": 0.21113731106743217, "loss_mask": 0.2800378664396703, "loss_maskiou": 0.006420607060135808, "loss_sem_seg": 0.3048073360696435, "lr": 0.01, "mask_rcnn/accuracy": 0.8579631483395046, "mask_rcnn/false_negative": 0.10896959562587259, "mask_rcnn/false_positive": 0.1607190080018987, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 39.25, "time": 0.7740126242861152, "total_loss": 1.6968109277659096} {"data_time": 0.01928136684000492, "eta_seconds": 154282.96334230434, "iteration": 73399, "loss_fcos_cls": 0.2860941761173308, "loss_fcos_ctr": 0.626172985881567, "loss_fcos_loc": 0.2253298843279481, "loss_mask": 0.2855295790359378, "loss_maskiou": 0.006779396426281892, "loss_sem_seg": 0.3130725519731641, "lr": 0.01, "mask_rcnn/accuracy": 0.8673888305322128, "mask_rcnn/false_negative": 0.09616710079745419, "mask_rcnn/false_positive": 0.1633857012290516, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.8019355554133654, "total_loss": 1.7539385380514432} {"data_time": 0.015160425566136837, "eta_seconds": 154320.3643487636, "iteration": 73419, "loss_fcos_cls": 0.2838228930486366, "loss_fcos_ctr": 0.6216964297927916, "loss_fcos_loc": 0.2184470205102116, "loss_mask": 0.29245930444449186, "loss_maskiou": 0.007252015551785007, "loss_sem_seg": 0.32817272236570716, "lr": 0.01, "mask_rcnn/accuracy": 0.8786713941528993, "mask_rcnn/false_negative": 0.11556791711013562, "mask_rcnn/false_positive": 0.13660717326929506, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.7843333529308438, "total_loss": 1.7549699702794896} {"data_time": 0.015232597477734089, "eta_seconds": 154304.66391338594, "iteration": 73439, "loss_fcos_cls": 0.284756415640004, "loss_fcos_ctr": 0.6228084894828498, "loss_fcos_loc": 0.2153688210528344, "loss_mask": 0.29270062409341335, "loss_maskiou": 0.006263260715059005, "loss_sem_seg": 0.35475603106897324, "lr": 0.01, "mask_rcnn/accuracy": 0.8814103906487969, "mask_rcnn/false_negative": 0.10764651130881, "mask_rcnn/false_positive": 0.13500687811436202, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.5, "time": 0.7770944461226463, "total_loss": 1.8022966265925788} {"data_time": 0.015290811657905579, "eta_seconds": 154336.97585834842, "iteration": 73459, "loss_fcos_cls": 0.29295539227314293, "loss_fcos_ctr": 0.6245234152302146, "loss_fcos_loc": 0.21084921748843044, "loss_mask": 0.29091420117765665, "loss_maskiou": 0.007130801561288536, "loss_sem_seg": 0.32241894118487835, "lr": 0.01, "mask_rcnn/accuracy": 0.8776655052264808, "mask_rcnn/false_negative": 0.10697342288950348, "mask_rcnn/false_positive": 0.15891927693630575, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.8037285236641765, "total_loss": 1.7836819291987922} {"data_time": 0.015303380787372589, "eta_seconds": 154277.2434582319, "iteration": 73479, "loss_fcos_cls": 0.29700632102321833, "loss_fcos_ctr": 0.6254330836236477, "loss_fcos_loc": 0.22186656785197556, "loss_mask": 0.2900558738037944, "loss_maskiou": 0.006738328273058869, "loss_sem_seg": 0.3210725539829582, "lr": 0.01, "mask_rcnn/accuracy": 0.8713903635778636, "mask_rcnn/false_negative": 0.09300365752857727, "mask_rcnn/false_positive": 0.1457551297818483, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.75, "time": 0.7906853873282671, "total_loss": 1.7532514761333005} {"data_time": 0.01838929858058691, "eta_seconds": 154204.4881751677, "iteration": 73499, "loss_fcos_cls": 0.306806547800079, "loss_fcos_ctr": 0.6270366767421365, "loss_fcos_loc": 0.22010736842639744, "loss_mask": 0.3025880381464958, "loss_maskiou": 0.0074583169116522186, "loss_sem_seg": 0.32785277161747217, "lr": 0.01, "mask_rcnn/accuracy": 0.8693723986740519, "mask_rcnn/false_negative": 0.1100508729878483, "mask_rcnn/false_positive": 0.15371770449740058, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7892679339274764, "total_loss": 1.7816375363472616} {"data_time": 0.015980007126927376, "eta_seconds": 154140.87007738464, "iteration": 73519, "loss_fcos_cls": 0.29940533405169845, "loss_fcos_ctr": 0.6247732052579522, "loss_fcos_loc": 0.2194046376971528, "loss_mask": 0.28739208355546, "loss_maskiou": 0.006751697823347058, "loss_sem_seg": 0.310511311981827, "lr": 0.01, "mask_rcnn/accuracy": 0.8869047619047619, "mask_rcnn/false_negative": 0.0864019757940106, "mask_rcnn/false_positive": 0.16314464482885538, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7747439779341221, "total_loss": 1.7285894107044442} {"data_time": 0.01668681390583515, "eta_seconds": 154102.4028973952, "iteration": 73539, "loss_fcos_cls": 0.2869014407042414, "loss_fcos_ctr": 0.6247824123129249, "loss_fcos_loc": 0.2055754729663022, "loss_mask": 0.2998302076011896, "loss_maskiou": 0.007598848111229017, "loss_sem_seg": 0.3110526166856289, "lr": 0.01, "mask_rcnn/accuracy": 0.8669818611335112, "mask_rcnn/false_negative": 0.09316498332283935, "mask_rcnn/false_positive": 0.15635356087703267, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7772460440173745, "total_loss": 1.733282069893903} {"data_time": 0.01586698368191719, "eta_seconds": 154140.5288703153, "iteration": 73559, "loss_fcos_cls": 0.2897171485237777, "loss_fcos_ctr": 0.624637852422893, "loss_fcos_loc": 0.22450276697054505, "loss_mask": 0.29430015105754137, "loss_maskiou": 0.007880366669269279, "loss_sem_seg": 0.317360601387918, "lr": 0.01, "mask_rcnn/accuracy": 0.8690019799352683, "mask_rcnn/false_negative": 0.10253969135572746, "mask_rcnn/false_positive": 0.1707706990937097, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7958894493058324, "total_loss": 1.737082049025048} {"data_time": 0.016054950654506683, "eta_seconds": 154141.7080414584, "iteration": 73579, "loss_fcos_cls": 0.28021648339927197, "loss_fcos_ctr": 0.6213001925498247, "loss_fcos_loc": 0.2085763975046575, "loss_mask": 0.29350576642900705, "loss_maskiou": 0.006311104567430448, "loss_sem_seg": 0.30803805380128324, "lr": 0.01, "mask_rcnn/accuracy": 0.8719626965540315, "mask_rcnn/false_negative": 0.09152680385430514, "mask_rcnn/false_positive": 0.1531287593620454, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7916182167828083, "total_loss": 1.7116895405124524} {"data_time": 0.017016641795635223, "eta_seconds": 154091.95539773908, "iteration": 73599, "loss_fcos_cls": 0.2774137717206031, "loss_fcos_ctr": 0.6235290369950235, "loss_fcos_loc": 0.2089467478217557, "loss_mask": 0.2887347210198641, "loss_maskiou": 0.007001081852649804, "loss_sem_seg": 0.3480169787071645, "lr": 0.01, "mask_rcnn/accuracy": 0.8707717664988073, "mask_rcnn/false_negative": 0.09148151761252882, "mask_rcnn/false_positive": 0.1780367747912141, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.5, "time": 0.783265445381403, "total_loss": 1.7657076916875667} {"data_time": 0.015011174604296684, "eta_seconds": 154255.04624967836, "iteration": 73619, "loss_fcos_cls": 0.28241635113954544, "loss_fcos_ctr": 0.6248091021552682, "loss_fcos_loc": 0.21395069546997547, "loss_mask": 0.2867339765653014, "loss_maskiou": 0.007209306189906783, "loss_sem_seg": 0.33156038355082273, "lr": 0.01, "mask_rcnn/accuracy": 0.8667091836734694, "mask_rcnn/false_negative": 0.10821703642259728, "mask_rcnn/false_positive": 0.17012895956555524, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.8035075748339295, "total_loss": 1.7544675234894385} {"data_time": 0.017349480651319027, "eta_seconds": 154295.36987484992, "iteration": 73639, "loss_fcos_cls": 0.28698180010542274, "loss_fcos_ctr": 0.6257091592997313, "loss_fcos_loc": 0.21715511032380164, "loss_mask": 0.281788915861398, "loss_maskiou": 0.007089224993251264, "loss_sem_seg": 0.3117369441315532, "lr": 0.01, "mask_rcnn/accuracy": 0.8719763630089716, "mask_rcnn/false_negative": 0.10801612113631003, "mask_rcnn/false_positive": 0.1548867479507921, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7988652158528566, "total_loss": 1.7324886969490763} {"data_time": 0.018020380288362503, "eta_seconds": 154167.20221352018, "iteration": 73659, "loss_fcos_cls": 0.29995371331460774, "loss_fcos_ctr": 0.6233535264618695, "loss_fcos_loc": 0.21877899626269937, "loss_mask": 0.303874421864748, "loss_maskiou": 0.007478874511434697, "loss_sem_seg": 0.314767946023494, "lr": 0.01, "mask_rcnn/accuracy": 0.8708682526707866, "mask_rcnn/false_negative": 0.11192766383749435, "mask_rcnn/false_positive": 0.1588973616960137, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7757083857432008, "total_loss": 1.769130062282784} {"data_time": 0.01512790098786354, "eta_seconds": 154242.02484458778, "iteration": 73679, "loss_fcos_cls": 0.2805025049019605, "loss_fcos_ctr": 0.6242051124572754, "loss_fcos_loc": 0.21419655135832727, "loss_mask": 0.28814253211021423, "loss_maskiou": 0.0073104585317196324, "loss_sem_seg": 0.32214205572381616, "lr": 0.01, "mask_rcnn/accuracy": 0.87280279469536, "mask_rcnn/false_negative": 0.1155454391548799, "mask_rcnn/false_positive": 0.12887795474500313, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 28.75, "time": 0.7808965845033526, "total_loss": 1.7450008196465205} {"data_time": 0.015501671470701694, "eta_seconds": 154259.4772576103, "iteration": 73699, "loss_fcos_cls": 0.29056474147364497, "loss_fcos_ctr": 0.6278121345676482, "loss_fcos_loc": 0.22067494096700102, "loss_mask": 0.29202400520443916, "loss_maskiou": 0.007178168496466242, "loss_sem_seg": 0.31952498154714704, "lr": 0.01, "mask_rcnn/accuracy": 0.8651069908639785, "mask_rcnn/false_negative": 0.12991352306202308, "mask_rcnn/false_positive": 0.15053892135162078, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.0, "time": 0.7828238196671009, "total_loss": 1.783390830620192} {"data_time": 0.015764478594064713, "eta_seconds": 154210.59834923688, "iteration": 73719, "loss_fcos_cls": 0.2878142870031297, "loss_fcos_ctr": 0.6204411583021283, "loss_fcos_loc": 0.21534848934970796, "loss_mask": 0.29094285890460014, "loss_maskiou": 0.007010001223534346, "loss_sem_seg": 0.3134091994725168, "lr": 0.01, "mask_rcnn/accuracy": 0.8776844895972666, "mask_rcnn/false_negative": 0.08646504030780558, "mask_rcnn/false_positive": 0.17461031894767143, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7894444186240435, "total_loss": 1.7355620405360241} {"data_time": 0.015991922467947006, "eta_seconds": 154018.97267448343, "iteration": 73739, "loss_fcos_cls": 0.2699014516547322, "loss_fcos_ctr": 0.6243119807913899, "loss_fcos_loc": 0.21626471634954214, "loss_mask": 0.2903424995020032, "loss_maskiou": 0.006566100928466767, "loss_sem_seg": 0.32193886768072844, "lr": 0.01, "mask_rcnn/accuracy": 0.8817057524764291, "mask_rcnn/false_negative": 0.07385887654481899, "mask_rcnn/false_positive": 0.1450172260230341, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.0, "time": 0.7733809296041727, "total_loss": 1.7210583022388164} {"data_time": 0.018294102512300014, "eta_seconds": 154179.171853886, "iteration": 73759, "loss_fcos_cls": 0.27558707701973617, "loss_fcos_ctr": 0.6254799063317478, "loss_fcos_loc": 0.21670160326175392, "loss_mask": 0.2971279891207814, "loss_maskiou": 0.007126319644157775, "loss_sem_seg": 0.3414992457255721, "lr": 0.01, "mask_rcnn/accuracy": 0.8680475711411325, "mask_rcnn/false_negative": 0.0980020469992772, "mask_rcnn/false_positive": 0.15841419545023233, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7909971848130226, "total_loss": 1.7620079182452173} {"data_time": 0.018091078847646713, "eta_seconds": 154129.36806594394, "iteration": 73779, "loss_fcos_cls": 0.291895501781255, "loss_fcos_ctr": 0.6215606713667512, "loss_fcos_loc": 0.21282937587238848, "loss_mask": 0.28812391217797995, "loss_maskiou": 0.00657536783546675, "loss_sem_seg": 0.3225191719830036, "lr": 0.01, "mask_rcnn/accuracy": 0.8627415439860155, "mask_rcnn/false_negative": 0.10140292476324242, "mask_rcnn/false_positive": 0.16438063524735508, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.25, "time": 0.7855408117175102, "total_loss": 1.750000657440978} {"data_time": 0.01695209927856922, "eta_seconds": 154200.84967630263, "iteration": 73799, "loss_fcos_cls": 0.29010177217423916, "loss_fcos_ctr": 0.62674012593925, "loss_fcos_loc": 0.21970107266679406, "loss_mask": 0.30423017404973507, "loss_maskiou": 0.008405530985328369, "loss_sem_seg": 0.3219939135015011, "lr": 0.01, "mask_rcnn/accuracy": 0.8769996708360763, "mask_rcnn/false_negative": 0.10975854488878353, "mask_rcnn/false_positive": 0.144584495106628, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7804467864334583, "total_loss": 1.7721233790070983} {"data_time": 0.01725180819630623, "eta_seconds": 154165.1774971867, "iteration": 73819, "loss_fcos_cls": 0.2651136601343751, "loss_fcos_ctr": 0.6229973509907722, "loss_fcos_loc": 0.21254803729243577, "loss_mask": 0.2925739847123623, "loss_maskiou": 0.006703962222672999, "loss_sem_seg": 0.3324977783486247, "lr": 0.01, "mask_rcnn/accuracy": 0.8869319479827209, "mask_rcnn/false_negative": 0.0892879957431176, "mask_rcnn/false_positive": 0.1324132950697672, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7966706901788712, "total_loss": 1.7335189507430186} {"data_time": 0.018290161155164242, "eta_seconds": 154064.40682277642, "iteration": 73839, "loss_fcos_cls": 0.2721660207025707, "loss_fcos_ctr": 0.6277040634304285, "loss_fcos_loc": 0.22063368326053023, "loss_mask": 0.3102147402241826, "loss_maskiou": 0.007512959215091541, "loss_sem_seg": 0.31550416722893715, "lr": 0.01, "mask_rcnn/accuracy": 0.8697287513800183, "mask_rcnn/false_negative": 0.12198180174798784, "mask_rcnn/false_positive": 0.12463855792573755, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7816021461039782, "total_loss": 1.7807368035719264} {"data_time": 0.017481116577982903, "eta_seconds": 154048.6988679003, "iteration": 73859, "loss_fcos_cls": 0.29832781362347305, "loss_fcos_ctr": 0.6237146882340312, "loss_fcos_loc": 0.21799835213460028, "loss_mask": 0.2933832909911871, "loss_maskiou": 0.007357283771852963, "loss_sem_seg": 0.3328554528998211, "lr": 0.01, "mask_rcnn/accuracy": 0.8666783018210298, "mask_rcnn/false_negative": 0.09082353928305355, "mask_rcnn/false_positive": 0.15054769616978758, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.5, "time": 0.7912086546421051, "total_loss": 1.7756201074371347} {"data_time": 0.014990941621363163, "eta_seconds": 154163.53990780935, "iteration": 73879, "loss_fcos_cls": 0.28649301710538566, "loss_fcos_ctr": 0.6231145840138197, "loss_fcos_loc": 0.2172879590652883, "loss_mask": 0.27889157459139824, "loss_maskiou": 0.006810336955823004, "loss_sem_seg": 0.3675873214378953, "lr": 0.01, "mask_rcnn/accuracy": 0.8907344740095822, "mask_rcnn/false_negative": 0.09731611404621687, "mask_rcnn/false_positive": 0.11517664292526938, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.8021326055750251, "total_loss": 1.7830307525146054} {"data_time": 0.015475633554160595, "eta_seconds": 154192.2600762779, "iteration": 73899, "loss_fcos_cls": 0.29038494592532516, "loss_fcos_ctr": 0.6250975821167231, "loss_fcos_loc": 0.22107417788356543, "loss_mask": 0.3079967088997364, "loss_maskiou": 0.007693874198594131, "loss_sem_seg": 0.31495160196209326, "lr": 0.01, "mask_rcnn/accuracy": 0.8757541707159054, "mask_rcnn/false_negative": 0.09127048926626524, "mask_rcnn/false_positive": 0.1646877440753391, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7962247291579843, "total_loss": 1.78033643818344} {"data_time": 0.016294868662953377, "eta_seconds": 154236.76296522655, "iteration": 73919, "loss_fcos_cls": 0.2823539038654417, "loss_fcos_ctr": 0.6222068555653095, "loss_fcos_loc": 0.21869233530014753, "loss_mask": 0.2936663143336773, "loss_maskiou": 0.006991555157583207, "loss_sem_seg": 0.3035183309111744, "lr": 0.01, "mask_rcnn/accuracy": 0.8584550635730483, "mask_rcnn/false_negative": 0.09127589763225716, "mask_rcnn/false_positive": 0.19537300633397467, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7946458123624325, "total_loss": 1.7416136805186397} {"data_time": 0.018817832693457603, "eta_seconds": 154142.53535966482, "iteration": 73939, "loss_fcos_cls": 0.27891286788508296, "loss_fcos_ctr": 0.6228381958790123, "loss_fcos_loc": 0.2107083270093426, "loss_mask": 0.28427252918481827, "loss_maskiou": 0.006438438984332606, "loss_sem_seg": 0.3099895967170596, "lr": 0.01, "mask_rcnn/accuracy": 0.8603920158488927, "mask_rcnn/false_negative": 0.12083097376462115, "mask_rcnn/false_positive": 0.15660613315388489, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7669538361951709, "total_loss": 1.6975037486845395} {"data_time": 0.01726936362683773, "eta_seconds": 154089.67481308524, "iteration": 73959, "loss_fcos_cls": 0.2795397557783872, "loss_fcos_ctr": 0.6215704251080751, "loss_fcos_loc": 0.20755433477461338, "loss_mask": 0.2944255257025361, "loss_maskiou": 0.00699251198238926, "loss_sem_seg": 0.29073393484577537, "lr": 0.01, "mask_rcnn/accuracy": 0.8863567073170732, "mask_rcnn/false_negative": 0.09152422212401451, "mask_rcnn/false_positive": 0.12752190421627466, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.7708130646497011, "total_loss": 1.710408059938345} {"data_time": 0.0185926491394639, "eta_seconds": 154059.38172791433, "iteration": 73979, "loss_fcos_cls": 0.27264057216234505, "loss_fcos_ctr": 0.6219439413398504, "loss_fcos_loc": 0.20811477024108171, "loss_mask": 0.29663688130676746, "loss_maskiou": 0.007653604072402231, "loss_sem_seg": 0.29726155614480376, "lr": 0.01, "mask_rcnn/accuracy": 0.881999815430048, "mask_rcnn/false_negative": 0.11193825725311088, "mask_rcnn/false_positive": 0.16284106054327424, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7721200492233038, "total_loss": 1.6994713660969865} {"data_time": 0.01631790492683649, "eta_seconds": 154043.6630669823, "iteration": 73999, "loss_fcos_cls": 0.281355619430542, "loss_fcos_ctr": 0.6195783158764243, "loss_fcos_loc": 0.20579016138799489, "loss_mask": 0.2798114065080881, "loss_maskiou": 0.007288228254765272, "loss_sem_seg": 0.3002448142506182, "lr": 0.01, "mask_rcnn/accuracy": 0.8643339255344995, "mask_rcnn/false_negative": 0.09694363890605487, "mask_rcnn/false_positive": 0.17226078066921452, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.5, "time": 0.7733154091984034, "total_loss": 1.725120246381266} {"data_time": 0.01661764644086361, "eta_seconds": 154036.1598826144, "iteration": 74019, "loss_fcos_cls": 0.2754779518581927, "loss_fcos_ctr": 0.62032491248101, "loss_fcos_loc": 0.20787733304314315, "loss_mask": 0.2992018973454833, "loss_maskiou": 0.006853388083982281, "loss_sem_seg": 0.2919004852883518, "lr": 0.01, "mask_rcnn/accuracy": 0.8883661125740618, "mask_rcnn/false_negative": 0.10646452740788293, "mask_rcnn/false_positive": 0.1505231670346, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.25, "time": 0.7664070026949048, "total_loss": 1.6878927981160814} {"data_time": 0.016375849023461342, "eta_seconds": 154026.79422185663, "iteration": 74039, "loss_fcos_cls": 0.2811839496716857, "loss_fcos_ctr": 0.621550664305687, "loss_fcos_loc": 0.20822460064664483, "loss_mask": 0.28034527227282524, "loss_maskiou": 0.0062227496819105, "loss_sem_seg": 0.30368699808605015, "lr": 0.01, "mask_rcnn/accuracy": 0.9004839760579557, "mask_rcnn/false_negative": 0.0754226734814468, "mask_rcnn/false_positive": 0.14680160567267064, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.7897891793400049, "total_loss": 1.704766148890485} {"data_time": 0.015775161795318127, "eta_seconds": 153924.7241567243, "iteration": 74059, "loss_fcos_cls": 0.28832668671384454, "loss_fcos_ctr": 0.622774644754827, "loss_fcos_loc": 0.2069791799876839, "loss_mask": 0.28349581826478243, "loss_maskiou": 0.006747396080754697, "loss_sem_seg": 0.2779184568207711, "lr": 0.01, "mask_rcnn/accuracy": 0.875433575069372, "mask_rcnn/false_negative": 0.09043846797790585, "mask_rcnn/false_positive": 0.1684766126944049, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7730870740488172, "total_loss": 1.7334593603009125} {"data_time": 0.017343352548778057, "eta_seconds": 153989.00138463266, "iteration": 74079, "loss_fcos_cls": 0.2825177456252277, "loss_fcos_ctr": 0.6261251964606345, "loss_fcos_loc": 0.22481129528023303, "loss_mask": 0.28951334627345204, "loss_maskiou": 0.007862378428399097, "loss_sem_seg": 0.32330879382789135, "lr": 0.01, "mask_rcnn/accuracy": 0.8555008817940442, "mask_rcnn/false_negative": 0.10075551449669279, "mask_rcnn/false_positive": 0.17682002821053783, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.25, "time": 0.7897610384970903, "total_loss": 1.747655060418765} {"data_time": 0.017184467986226082, "eta_seconds": 153990.60595999286, "iteration": 74099, "loss_fcos_cls": 0.27828726917505264, "loss_fcos_ctr": 0.6219815462827682, "loss_fcos_loc": 0.2044834536500275, "loss_mask": 0.2908475724980235, "loss_maskiou": 0.006800686300266534, "loss_sem_seg": 0.2803385881707072, "lr": 0.01, "mask_rcnn/accuracy": 0.8656183850831094, "mask_rcnn/false_negative": 0.12078639876932054, "mask_rcnn/false_positive": 0.15740470722869543, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.0, "time": 0.8044102508574724, "total_loss": 1.6990965546137886} {"data_time": 0.015855942852795124, "eta_seconds": 153854.0114669958, "iteration": 74119, "loss_fcos_cls": 0.2612808963749558, "loss_fcos_ctr": 0.6228089826181531, "loss_fcos_loc": 0.21726500522345304, "loss_mask": 0.290000369772315, "loss_maskiou": 0.007085157820256427, "loss_sem_seg": 0.2825530325062573, "lr": 0.01, "mask_rcnn/accuracy": 0.8751375550220089, "mask_rcnn/false_negative": 0.10377791018912215, "mask_rcnn/false_positive": 0.16735192914808739, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.765722724609077, "total_loss": 1.682181979645975} {"data_time": 0.01475300919264555, "eta_seconds": 153941.84288665093, "iteration": 74139, "loss_fcos_cls": 0.2737712422385812, "loss_fcos_ctr": 0.6256757266819477, "loss_fcos_loc": 0.21266755601391196, "loss_mask": 0.28935592994093895, "loss_maskiou": 0.007015230250544846, "loss_sem_seg": 0.3123911723960191, "lr": 0.01, "mask_rcnn/accuracy": 0.8785201580632254, "mask_rcnn/false_negative": 0.1228258850834017, "mask_rcnn/false_positive": 0.16023536562711477, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.25, "time": 0.7851661304011941, "total_loss": 1.7095578443841077} {"data_time": 0.015443439595401287, "eta_seconds": 153917.91377952602, "iteration": 74159, "loss_fcos_cls": 0.2759802013169974, "loss_fcos_ctr": 0.6242895442992449, "loss_fcos_loc": 0.21552914392668754, "loss_mask": 0.2818055525422096, "loss_maskiou": 0.007416665073833428, "loss_sem_seg": 0.3192394273355603, "lr": 0.01, "mask_rcnn/accuracy": 0.8752909058360187, "mask_rcnn/false_negative": 0.0854608506956899, "mask_rcnn/false_positive": 0.1505663126138828, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7889868235215545, "total_loss": 1.7059956683951896} {"data_time": 0.017481165938079357, "eta_seconds": 153806.88468753267, "iteration": 74179, "loss_fcos_cls": 0.2694410369731486, "loss_fcos_ctr": 0.6247606407850981, "loss_fcos_loc": 0.2119641355238855, "loss_mask": 0.3001556936651468, "loss_maskiou": 0.0074071865528821945, "loss_sem_seg": 0.29796635173261166, "lr": 0.01, "mask_rcnn/accuracy": 0.8787747844132384, "mask_rcnn/false_negative": 0.10156301118519505, "mask_rcnn/false_positive": 0.13883175882676746, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.773965684697032, "total_loss": 1.7240303308935836} {"data_time": 0.016257056035101414, "eta_seconds": 153658.3933161674, "iteration": 74199, "loss_fcos_cls": 0.28099597059190273, "loss_fcos_ctr": 0.6268960796296597, "loss_fcos_loc": 0.2191817625425756, "loss_mask": 0.2852245755493641, "loss_maskiou": 0.007265490596182644, "loss_sem_seg": 0.30329710338264704, "lr": 0.01, "mask_rcnn/accuracy": 0.8697575515617387, "mask_rcnn/false_negative": 0.1265443148734268, "mask_rcnn/false_positive": 0.1565983328338766, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7712986748665571, "total_loss": 1.728709527546016} {"data_time": 0.014498958364129066, "eta_seconds": 153642.69795267936, "iteration": 74219, "loss_fcos_cls": 0.291656790766865, "loss_fcos_ctr": 0.6225864477455616, "loss_fcos_loc": 0.209669082891196, "loss_mask": 0.28979500755667686, "loss_maskiou": 0.006741067787515931, "loss_sem_seg": 0.29553583497181535, "lr": 0.01, "mask_rcnn/accuracy": 0.8728926353149956, "mask_rcnn/false_negative": 0.1034322846141845, "mask_rcnn/false_positive": 0.1328360684893764, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7879509115591645, "total_loss": 1.711667472125555} {"data_time": 0.01660940144211054, "eta_seconds": 153624.18488554284, "iteration": 74239, "loss_fcos_cls": 0.27568267728202045, "loss_fcos_ctr": 0.6237135622650385, "loss_fcos_loc": 0.22628081683069468, "loss_mask": 0.29148797085508704, "loss_maskiou": 0.007812241368810646, "loss_sem_seg": 0.3072233749553561, "lr": 0.01, "mask_rcnn/accuracy": 0.8923406709120995, "mask_rcnn/false_negative": 0.11302150480931494, "mask_rcnn/false_positive": 0.12354030929913715, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.25, "time": 0.8045301456004381, "total_loss": 1.7393372905207798} {"data_time": 0.017140382900834084, "eta_seconds": 153545.8797399765, "iteration": 74259, "loss_fcos_cls": 0.27806563884951174, "loss_fcos_ctr": 0.6222059335559607, "loss_fcos_loc": 0.21548126940615475, "loss_mask": 0.30250196158885956, "loss_maskiou": 0.007990408019395545, "loss_sem_seg": 0.34703812235966325, "lr": 0.01, "mask_rcnn/accuracy": 0.8606132937259785, "mask_rcnn/false_negative": 0.09993575952422332, "mask_rcnn/false_positive": 0.17746587101281872, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7679004371166229, "total_loss": 1.7395412819751073} {"data_time": 0.018461604602634907, "eta_seconds": 153476.53639531974, "iteration": 74279, "loss_fcos_cls": 0.2769056905526668, "loss_fcos_ctr": 0.6200087582692504, "loss_fcos_loc": 0.2101754993200302, "loss_mask": 0.29051767475903034, "loss_maskiou": 0.00746050888847094, "loss_sem_seg": 0.32486543292179704, "lr": 0.01, "mask_rcnn/accuracy": 0.8635603516311947, "mask_rcnn/false_negative": 0.1025741136879536, "mask_rcnn/false_positive": 0.16456175273314305, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.781940620392561, "total_loss": 1.71713844651822} {"data_time": 0.01599150337278843, "eta_seconds": 153447.06116354186, "iteration": 74299, "loss_fcos_cls": 0.27008075430057943, "loss_fcos_ctr": 0.6269597369246185, "loss_fcos_loc": 0.2172850762726739, "loss_mask": 0.2738648848608136, "loss_maskiou": 0.0058914298278978094, "loss_sem_seg": 0.3313008425757289, "lr": 0.01, "mask_rcnn/accuracy": 0.8737785383183942, "mask_rcnn/false_negative": 0.09010539184204353, "mask_rcnn/false_positive": 0.15729623709684382, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.25, "time": 0.7700324626639485, "total_loss": 1.7099259324932063} {"data_time": 0.016906077042222023, "eta_seconds": 153410.31637845933, "iteration": 74319, "loss_fcos_cls": 0.28311719512566924, "loss_fcos_ctr": 0.6221578903496265, "loss_fcos_loc": 0.20742079592309892, "loss_mask": 0.2816389249637723, "loss_maskiou": 0.006340800202451646, "loss_sem_seg": 0.304306554608047, "lr": 0.01, "mask_rcnn/accuracy": 0.8807024817812639, "mask_rcnn/false_negative": 0.11269146918649647, "mask_rcnn/false_positive": 0.12550511427381933, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7714235242456198, "total_loss": 1.6879749706859002} {"data_time": 0.0177196329459548, "eta_seconds": 153195.29534491245, "iteration": 74339, "loss_fcos_cls": 0.28160048299469054, "loss_fcos_ctr": 0.6238991059362888, "loss_fcos_loc": 0.21254010999109596, "loss_mask": 0.29463388305157423, "loss_maskiou": 0.007635804679011926, "loss_sem_seg": 0.3400672376155853, "lr": 0.01, "mask_rcnn/accuracy": 0.8688452967393854, "mask_rcnn/false_negative": 0.11259373219576022, "mask_rcnn/false_positive": 0.1513298514358431, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7478510029613972, "total_loss": 1.7269132758519845} {"data_time": 0.017432844266295433, "eta_seconds": 153226.92499568872, "iteration": 74359, "loss_fcos_cls": 0.277121945284307, "loss_fcos_ctr": 0.6215941067785025, "loss_fcos_loc": 0.21941474918276072, "loss_mask": 0.2880372265353799, "loss_maskiou": 0.0076590159587794915, "loss_sem_seg": 0.32045322889462113, "lr": 0.01, "mask_rcnn/accuracy": 0.869050294602967, "mask_rcnn/false_negative": 0.11277474819668112, "mask_rcnn/false_positive": 0.13971058532144623, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7946851374581456, "total_loss": 1.7752992943569552} {"data_time": 0.016773386858403683, "eta_seconds": 153241.4606442349, "iteration": 74379, "loss_fcos_cls": 0.28774542175233364, "loss_fcos_ctr": 0.6251149838790298, "loss_fcos_loc": 0.21626115532126278, "loss_mask": 0.28607884887605906, "loss_maskiou": 0.006799661787226796, "loss_sem_seg": 0.2914357618428767, "lr": 0.01, "mask_rcnn/accuracy": 0.88142371847729, "mask_rcnn/false_negative": 0.10072417382011588, "mask_rcnn/false_positive": 0.1262710923942641, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.776358924806118, "total_loss": 1.7346734814564115} {"data_time": 0.015113039873540401, "eta_seconds": 152990.14306261577, "iteration": 74399, "loss_fcos_cls": 0.26815989310853183, "loss_fcos_ctr": 0.6240361910313368, "loss_fcos_loc": 0.2078223628923297, "loss_mask": 0.2812458798289299, "loss_maskiou": 0.007690974307479337, "loss_sem_seg": 0.2753430176526308, "lr": 0.01, "mask_rcnn/accuracy": 0.8714209241388864, "mask_rcnn/false_negative": 0.1251713458477962, "mask_rcnn/false_positive": 0.14282030108781105, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.75, "time": 0.764296954497695, "total_loss": 1.6446451705123764} {"data_time": 0.01629724260419607, "eta_seconds": 152974.4999786783, "iteration": 74419, "loss_fcos_cls": 0.2636081059463322, "loss_fcos_ctr": 0.622081276960671, "loss_fcos_loc": 0.20645766804227605, "loss_mask": 0.28969823382794857, "loss_maskiou": 0.006735948860296048, "loss_sem_seg": 0.27858798298984766, "lr": 0.01, "mask_rcnn/accuracy": 0.8766401753008897, "mask_rcnn/false_negative": 0.10432640404099242, "mask_rcnn/false_positive": 0.15394853734590053, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 29.75, "time": 0.7820487013086677, "total_loss": 1.651297707532649} {"data_time": 0.014643867500126362, "eta_seconds": 152936.59710255917, "iteration": 74439, "loss_fcos_cls": 0.2736411476507783, "loss_fcos_ctr": 0.620729842223227, "loss_fcos_loc": 0.20721047616098076, "loss_mask": 0.2723472872748971, "loss_maskiou": 0.006761048251064494, "loss_sem_seg": 0.32490876130759716, "lr": 0.01, "mask_rcnn/accuracy": 0.8657624210398445, "mask_rcnn/false_negative": 0.11139333570557243, "mask_rcnn/false_positive": 0.1284213614182442, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7762938840314746, "total_loss": 1.6707961267384235} {"data_time": 0.018346836790442467, "eta_seconds": 152739.1428466076, "iteration": 74459, "loss_fcos_cls": 0.26337894797325134, "loss_fcos_ctr": 0.6224134135991335, "loss_fcos_loc": 0.21289112023077905, "loss_mask": 0.28441307973116636, "loss_maskiou": 0.006652183161349967, "loss_sem_seg": 0.2838680889690295, "lr": 0.01, "mask_rcnn/accuracy": 0.8651981946624804, "mask_rcnn/false_negative": 0.1040189693233822, "mask_rcnn/false_positive": 0.13964170369426604, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7617782661691308, "total_loss": 1.671138240606524} {"data_time": 0.016154578886926174, "eta_seconds": 152698.36301369127, "iteration": 74479, "loss_fcos_cls": 0.28097920771688223, "loss_fcos_ctr": 0.6252782032825053, "loss_fcos_loc": 0.21607657498680055, "loss_mask": 0.2842809874564409, "loss_maskiou": 0.006342026885249652, "loss_sem_seg": 0.2881580195389688, "lr": 0.01, "mask_rcnn/accuracy": 0.8942462258876154, "mask_rcnn/false_negative": 0.08794023159049372, "mask_rcnn/false_positive": 0.12338474645462055, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7733765644952655, "total_loss": 1.7514766478543606} {"data_time": 0.017922522500157356, "eta_seconds": 152529.57739467546, "iteration": 74499, "loss_fcos_cls": 0.29713297076523304, "loss_fcos_ctr": 0.6235416429117322, "loss_fcos_loc": 0.21731432829983532, "loss_mask": 0.28866881784051657, "loss_maskiou": 0.007624682577443309, "loss_sem_seg": 0.30927687231451273, "lr": 0.01, "mask_rcnn/accuracy": 0.8564810474479927, "mask_rcnn/false_negative": 0.10147066828071244, "mask_rcnn/false_positive": 0.20158549032446155, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7677057636901736, "total_loss": 1.759267684930819} {"data_time": 0.01568566169589758, "eta_seconds": 152638.74486876186, "iteration": 74519, "loss_fcos_cls": 0.27811225899495184, "loss_fcos_ctr": 0.6212529153563082, "loss_fcos_loc": 0.20446812990121543, "loss_mask": 0.27536948677152395, "loss_maskiou": 0.0066197037158417515, "loss_sem_seg": 0.3172297121491283, "lr": 0.01, "mask_rcnn/accuracy": 0.874421570953963, "mask_rcnn/false_negative": 0.10071342103142136, "mask_rcnn/false_positive": 0.12450946171128699, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7794023118913174, "total_loss": 1.6989624576963251} {"data_time": 0.01634074840694666, "eta_seconds": 152601.61005792022, "iteration": 74539, "loss_fcos_cls": 0.29067325545474887, "loss_fcos_ctr": 0.623110692948103, "loss_fcos_loc": 0.21253399056149647, "loss_mask": 0.3034811234101653, "loss_maskiou": 0.00759124566684477, "loss_sem_seg": 0.29372407170012593, "lr": 0.01, "mask_rcnn/accuracy": 0.8616273890508584, "mask_rcnn/false_negative": 0.1104600250985818, "mask_rcnn/false_positive": 0.16230987780495487, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7772133741527796, "total_loss": 1.7289512853021733} {"data_time": 0.016937158070504665, "eta_seconds": 152482.76548760757, "iteration": 74559, "loss_fcos_cls": 0.2778977514244616, "loss_fcos_ctr": 0.6210181533824652, "loss_fcos_loc": 0.20977825904265046, "loss_mask": 0.27497985027730465, "loss_maskiou": 0.007160326393204741, "loss_sem_seg": 0.2854803763329983, "lr": 0.01, "mask_rcnn/accuracy": 0.8645300373670595, "mask_rcnn/false_negative": 0.11278700936819874, "mask_rcnn/false_positive": 0.18504224975151726, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7751906663179398, "total_loss": 1.6875363634972018} {"data_time": 0.016442555002868176, "eta_seconds": 152467.16151858494, "iteration": 74579, "loss_fcos_cls": 0.27878878079354763, "loss_fcos_ctr": 0.6196517776697874, "loss_fcos_loc": 0.2107052975334227, "loss_mask": 0.2956563988700509, "loss_maskiou": 0.007358827817370184, "loss_sem_seg": 0.3406051844358444, "lr": 0.01, "mask_rcnn/accuracy": 0.8544298671849692, "mask_rcnn/false_negative": 0.11809367979817453, "mask_rcnn/false_positive": 0.1749363557805343, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.7919767359271646, "total_loss": 1.718743834324414} {"data_time": 0.015993937849998474, "eta_seconds": 152240.04679940827, "iteration": 74599, "loss_fcos_cls": 0.27841311413794756, "loss_fcos_ctr": 0.6215033370535821, "loss_fcos_loc": 0.20017238683067262, "loss_mask": 0.28750190138816833, "loss_maskiou": 0.0066594046365935355, "loss_sem_seg": 0.29698859341442585, "lr": 0.01, "mask_rcnn/accuracy": 0.8809515202842271, "mask_rcnn/false_negative": 0.0831763745010673, "mask_rcnn/false_positive": 0.16465971907181703, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.7602243861183524, "total_loss": 1.6802761550570722} {"data_time": 0.015443746000528336, "eta_seconds": 152053.76378097944, "iteration": 74619, "loss_fcos_cls": 0.2821794997435063, "loss_fcos_ctr": 0.6234951056540012, "loss_fcos_loc": 0.22152427025139332, "loss_mask": 0.2896870383992791, "loss_maskiou": 0.007506068854127079, "loss_sem_seg": 0.28953996719792485, "lr": 0.01, "mask_rcnn/accuracy": 0.8700376532191825, "mask_rcnn/false_negative": 0.0952622363681627, "mask_rcnn/false_positive": 0.15629076615924578, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7611486166715622, "total_loss": 1.7284030824230285} {"data_time": 0.016427057795226574, "eta_seconds": 152038.19893447123, "iteration": 74639, "loss_fcos_cls": 0.2870426452718675, "loss_fcos_ctr": 0.6228579832240939, "loss_fcos_loc": 0.21226023603230715, "loss_mask": 0.2931057894602418, "loss_maskiou": 0.007208958180854097, "loss_sem_seg": 0.3275039354339242, "lr": 0.01, "mask_rcnn/accuracy": 0.875210254556368, "mask_rcnn/false_negative": 0.08992999772985087, "mask_rcnn/false_positive": 0.1719039589427806, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7838035486638546, "total_loss": 1.755498729122337} {"data_time": 0.015521695837378502, "eta_seconds": 152040.6145111546, "iteration": 74659, "loss_fcos_cls": 0.27764251572079957, "loss_fcos_ctr": 0.6222586631774902, "loss_fcos_loc": 0.2152335714781657, "loss_mask": 0.2906336784362793, "loss_maskiou": 0.006907032831804827, "loss_sem_seg": 0.29750651959329844, "lr": 0.01, "mask_rcnn/accuracy": 0.8591958971088436, "mask_rcnn/false_negative": 0.09703181051679753, "mask_rcnn/false_positive": 0.15926549241957094, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7785184131935239, "total_loss": 1.7264761863589229} {"data_time": 0.016134997829794884, "eta_seconds": 152037.97521639057, "iteration": 74679, "loss_fcos_cls": 0.27855511975940317, "loss_fcos_ctr": 0.6246252804994583, "loss_fcos_loc": 0.22419964475557208, "loss_mask": 0.2991887195967138, "loss_maskiou": 0.0076686768006766215, "loss_sem_seg": 0.30871746642515063, "lr": 0.01, "mask_rcnn/accuracy": 0.8792525183150184, "mask_rcnn/false_negative": 0.0760600605233635, "mask_rcnn/false_positive": 0.15205976867487775, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.0, "time": 0.780262365937233, "total_loss": 1.7497341845009942} {"data_time": 0.017738997004926205, "eta_seconds": 152022.40720524825, "iteration": 74699, "loss_fcos_cls": 0.27056208928115666, "loss_fcos_ctr": 0.6238384135067463, "loss_fcos_loc": 0.2088416323531419, "loss_mask": 0.27802897337824106, "loss_maskiou": 0.006655922836216632, "loss_sem_seg": 0.2969523882493377, "lr": 0.01, "mask_rcnn/accuracy": 0.8815572342526579, "mask_rcnn/false_negative": 0.10566558004814364, "mask_rcnn/false_positive": 0.14272129010602486, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.5, "time": 0.7899468513205647, "total_loss": 1.6896025870664744} {"data_time": 0.016737871803343296, "eta_seconds": 151975.93954843841, "iteration": 74719, "loss_fcos_cls": 0.27060760580934584, "loss_fcos_ctr": 0.6189537793397903, "loss_fcos_loc": 0.20627723028883338, "loss_mask": 0.2764622773975134, "loss_maskiou": 0.007330712280236185, "loss_sem_seg": 0.31174268713220954, "lr": 0.01, "mask_rcnn/accuracy": 0.8631586420662489, "mask_rcnn/false_negative": 0.120508889324392, "mask_rcnn/false_positive": 0.16008640560738394, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7904258780181408, "total_loss": 1.7242680988274515} {"data_time": 0.015826762653887272, "eta_seconds": 151978.34776141495, "iteration": 74739, "loss_fcos_cls": 0.28015381656587124, "loss_fcos_ctr": 0.6230896688066423, "loss_fcos_loc": 0.2015345849795267, "loss_mask": 0.29138151556253433, "loss_maskiou": 0.007239382786792703, "loss_sem_seg": 0.29949948540888727, "lr": 0.01, "mask_rcnn/accuracy": 0.8825345505174547, "mask_rcnn/false_negative": 0.10904139889743891, "mask_rcnn/false_positive": 0.14657657986498723, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.5, "time": 0.7726198146119714, "total_loss": 1.7209490770328557} {"data_time": 0.015934007242321968, "eta_seconds": 151944.809855422, "iteration": 74759, "loss_fcos_cls": 0.29039205971639603, "loss_fcos_ctr": 0.6216577840968966, "loss_fcos_loc": 0.2149967858567834, "loss_mask": 0.28596580494195223, "loss_maskiou": 0.0072461163508705795, "loss_sem_seg": 0.30538690462708473, "lr": 0.01, "mask_rcnn/accuracy": 0.861905507817162, "mask_rcnn/false_negative": 0.10818947518839528, "mask_rcnn/false_positive": 0.18641560726218376, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7930849902331829, "total_loss": 1.7473178271320648} {"data_time": 0.015679681673645973, "eta_seconds": 151895.47383687273, "iteration": 74779, "loss_fcos_cls": 0.278907875996083, "loss_fcos_ctr": 0.6232784381136298, "loss_fcos_loc": 0.20437446178402752, "loss_mask": 0.2800273383036256, "loss_maskiou": 0.006302092886471655, "loss_sem_seg": 0.3102581538259983, "lr": 0.01, "mask_rcnn/accuracy": 0.8758129271522129, "mask_rcnn/false_negative": 0.08205993729775996, "mask_rcnn/false_positive": 0.1478003201505087, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.25, "time": 0.7690248377621174, "total_loss": 1.6923504816368222} {"data_time": 0.016558759845793247, "eta_seconds": 151879.91245015338, "iteration": 74799, "loss_fcos_cls": 0.2869471041485667, "loss_fcos_ctr": 0.6251330655068159, "loss_fcos_loc": 0.21980442688800395, "loss_mask": 0.29678160417824984, "loss_maskiou": 0.006555742198543157, "loss_sem_seg": 0.2787965419702232, "lr": 0.01, "mask_rcnn/accuracy": 0.873072888159095, "mask_rcnn/false_negative": 0.10288797059143695, "mask_rcnn/false_positive": 0.15299844835738602, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.0, "time": 0.7838906114920974, "total_loss": 1.6930636883771513} {"data_time": 0.016666012816131115, "eta_seconds": 151877.18920850568, "iteration": 74819, "loss_fcos_cls": 0.2769929470960051, "loss_fcos_ctr": 0.6213308051228523, "loss_fcos_loc": 0.21219477197155356, "loss_mask": 0.2968783834949136, "loss_maskiou": 0.007318344374652952, "loss_sem_seg": 0.3100323835387826, "lr": 0.01, "mask_rcnn/accuracy": 0.862143792587341, "mask_rcnn/false_negative": 0.12779958946934558, "mask_rcnn/false_positive": 0.1382199063352918, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7857123399153352, "total_loss": 1.7144762819370953} {"data_time": 0.01715971902012825, "eta_seconds": 151882.55046938919, "iteration": 74839, "loss_fcos_cls": 0.2831007381901145, "loss_fcos_ctr": 0.6217233221977949, "loss_fcos_loc": 0.21043344598729163, "loss_mask": 0.29722942411899567, "loss_maskiou": 0.007171707031375263, "loss_sem_seg": 0.31684236600995064, "lr": 0.01, "mask_rcnn/accuracy": 0.8797009770418156, "mask_rcnn/false_negative": 0.11253746975076434, "mask_rcnn/false_positive": 0.13666244751872408, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.0, "time": 0.7858207449316978, "total_loss": 1.7189655816400773} {"data_time": 0.015495211817324162, "eta_seconds": 151866.98562288098, "iteration": 74859, "loss_fcos_cls": 0.2720546922646463, "loss_fcos_ctr": 0.6231386251747608, "loss_fcos_loc": 0.20635761506855488, "loss_mask": 0.2845670208334923, "loss_maskiou": 0.007430293771903962, "loss_sem_seg": 0.3243970777839422, "lr": 0.01, "mask_rcnn/accuracy": 0.8669157683234584, "mask_rcnn/false_negative": 0.11567905540939159, "mask_rcnn/false_positive": 0.14967994913333763, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7871814090758562, "total_loss": 1.7395066458266228} {"data_time": 0.015760401263833046, "eta_seconds": 151739.45617765002, "iteration": 74879, "loss_fcos_cls": 0.27616140665486455, "loss_fcos_ctr": 0.622943100053817, "loss_fcos_loc": 0.21601071499753743, "loss_mask": 0.283423057757318, "loss_maskiou": 0.007180457498179749, "loss_sem_seg": 0.31458738865330815, "lr": 0.01, "mask_rcnn/accuracy": 0.8842915996979929, "mask_rcnn/false_negative": 0.0937990520826237, "mask_rcnn/false_positive": 0.146790740633559, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7785807894542813, "total_loss": 1.732552267072606} {"data_time": 0.016285134479403496, "eta_seconds": 151658.46720549464, "iteration": 74899, "loss_fcos_cls": 0.2696851366199553, "loss_fcos_ctr": 0.6229325761087239, "loss_fcos_loc": 0.21706294117029756, "loss_mask": 0.28767087776213884, "loss_maskiou": 0.007489635652746074, "loss_sem_seg": 0.3028029906563461, "lr": 0.01, "mask_rcnn/accuracy": 0.876785412568339, "mask_rcnn/false_negative": 0.10631353078245379, "mask_rcnn/false_positive": 0.14320394381476387, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.775006826967001, "total_loss": 1.7351864465745166} {"data_time": 0.014955366030335426, "eta_seconds": 151552.7672718661, "iteration": 74919, "loss_fcos_cls": 0.27780991047620773, "loss_fcos_ctr": 0.6247591953724623, "loss_fcos_loc": 0.20923562301322818, "loss_mask": 0.29636034090071917, "loss_maskiou": 0.007402797375107184, "loss_sem_seg": 0.29024587804451585, "lr": 0.01, "mask_rcnn/accuracy": 0.8735153512399801, "mask_rcnn/false_negative": 0.10404462961803956, "mask_rcnn/false_positive": 0.14319406824622619, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7872766153886914, "total_loss": 1.6814565416570986} {"data_time": 0.016550472006201744, "eta_seconds": 151692.79606740735, "iteration": 74939, "loss_fcos_cls": 0.27168319607153535, "loss_fcos_ctr": 0.617544932756573, "loss_fcos_loc": 0.1997181896585971, "loss_mask": 0.2768442826345563, "loss_maskiou": 0.007190402116975747, "loss_sem_seg": 0.2974263958167285, "lr": 0.01, "mask_rcnn/accuracy": 0.869137519872814, "mask_rcnn/false_negative": 0.11365995400910114, "mask_rcnn/false_positive": 0.15200984611592216, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.25, "time": 0.7862759754061699, "total_loss": 1.7020986830757465} {"data_time": 0.017237232998013496, "eta_seconds": 151728.7855008915, "iteration": 74959, "loss_fcos_cls": 0.28033598931506276, "loss_fcos_ctr": 0.6235879231244326, "loss_fcos_loc": 0.21195009059738368, "loss_mask": 0.28716708719730377, "loss_maskiou": 0.007204321431345306, "loss_sem_seg": 0.3251369660720229, "lr": 0.01, "mask_rcnn/accuracy": 0.8751606458919188, "mask_rcnn/false_negative": 0.08958606186726373, "mask_rcnn/false_positive": 0.1541532982698896, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7905767597258091, "total_loss": 1.7219381581671769} {"data_time": 0.01606546714901924, "eta_seconds": 151773.59654383175, "iteration": 74979, "loss_fcos_cls": 0.2742673149332404, "loss_fcos_ctr": 0.6256906450726092, "loss_fcos_loc": 0.21418968332000077, "loss_mask": 0.2966753067448735, "loss_maskiou": 0.007739041400782298, "loss_sem_seg": 0.2983973021619022, "lr": 0.01, "mask_rcnn/accuracy": 0.9101337650444794, "mask_rcnn/false_negative": 0.0804506561451439, "mask_rcnn/false_positive": 0.09823474312698538, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 21.75, "time": 0.7887409711256623, "total_loss": 1.7479269333998673} {"data_time": 0.016393719241023064, "eta_seconds": 151942.97305278853, "iteration": 74999, "loss_fcos_cls": 0.28273541759699583, "loss_fcos_ctr": 0.6239614728838205, "loss_fcos_loc": 0.212302292464301, "loss_mask": 0.3071233918890357, "loss_maskiou": 0.007788482835167088, "loss_sem_seg": 0.3417867561802268, "lr": 0.01, "mask_rcnn/accuracy": 0.8631984083544018, "mask_rcnn/false_negative": 0.10231164336141876, "mask_rcnn/false_positive": 0.177425985044654, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.5, "time": 0.801946378313005, "total_loss": 1.7448099415269098} {"data_time": 0.01602845825254917, "eta_seconds": 152089.00343265198, "iteration": 75019, "loss_fcos_cls": 0.2788321399129927, "loss_fcos_ctr": 0.6225807806476951, "loss_fcos_loc": 0.21273911907337606, "loss_mask": 0.2853386430069804, "loss_maskiou": 0.006933945915079676, "loss_sem_seg": 0.2800089721567929, "lr": 0.01, "mask_rcnn/accuracy": 0.8768758711603197, "mask_rcnn/false_negative": 0.12727897408535596, "mask_rcnn/false_positive": 0.1282252100604797, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.8000525198876858, "total_loss": 1.6723455371684395} {"data_time": 0.0158312376588583, "eta_seconds": 151963.08922675252, "iteration": 75039, "loss_fcos_cls": 0.27429815812502056, "loss_fcos_ctr": 0.6222338424995542, "loss_fcos_loc": 0.21015937463380396, "loss_mask": 0.277215966489166, "loss_maskiou": 0.00631378247635439, "loss_sem_seg": 0.3456613817252219, "lr": 0.01, "mask_rcnn/accuracy": 0.8781727579518848, "mask_rcnn/false_negative": 0.10738906197600376, "mask_rcnn/false_positive": 0.14286908899841594, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7781967110931873, "total_loss": 1.739402748818975} {"data_time": 0.015304990112781525, "eta_seconds": 152103.8254143605, "iteration": 75059, "loss_fcos_cls": 0.2693273859913461, "loss_fcos_ctr": 0.6233186051249504, "loss_fcos_loc": 0.20817519287811592, "loss_mask": 0.28981643449515104, "loss_maskiou": 0.007426168012898415, "loss_sem_seg": 0.31318970024585724, "lr": 0.01, "mask_rcnn/accuracy": 0.8859261376964579, "mask_rcnn/false_negative": 0.09437108196394778, "mask_rcnn/false_positive": 0.150410334942838, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7828252026811242, "total_loss": 1.7271070612987387} {"data_time": 0.015699559822678566, "eta_seconds": 152042.20225609653, "iteration": 75079, "loss_fcos_cls": 0.29428624850697815, "loss_fcos_ctr": 0.622712236829102, "loss_fcos_loc": 0.21800045121926814, "loss_mask": 0.289446534588933, "loss_maskiou": 0.007360274372331332, "loss_sem_seg": 0.3032205365598202, "lr": 0.01, "mask_rcnn/accuracy": 0.8875854069698055, "mask_rcnn/false_negative": 0.09996914827992534, "mask_rcnn/false_positive": 0.102040833084003, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.75, "time": 0.7844963865354657, "total_loss": 1.7847985262342263} {"data_time": 0.016382875852286816, "eta_seconds": 152026.60186391138, "iteration": 75099, "loss_fcos_cls": 0.2877713292837143, "loss_fcos_ctr": 0.62223070114851, "loss_fcos_loc": 0.21655546152032912, "loss_mask": 0.28832662012428045, "loss_maskiou": 0.007134497674996965, "loss_sem_seg": 0.30148950684815645, "lr": 0.01, "mask_rcnn/accuracy": 0.8744520695602185, "mask_rcnn/false_negative": 0.09883770236972292, "mask_rcnn/false_positive": 0.145191073162255, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.8003105241805315, "total_loss": 1.7341210844606394} {"data_time": 0.015610311180353165, "eta_seconds": 152172.9540339047, "iteration": 75119, "loss_fcos_cls": 0.2719491512980312, "loss_fcos_ctr": 0.6249011717736721, "loss_fcos_loc": 0.21377156488597393, "loss_mask": 0.3051287615671754, "loss_maskiou": 0.007002595986705273, "loss_sem_seg": 0.3403457850217819, "lr": 0.01, "mask_rcnn/accuracy": 0.8629668947600964, "mask_rcnn/false_negative": 0.10616297955147996, "mask_rcnn/false_positive": 0.14950357987931528, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.0, "time": 0.7926466576755047, "total_loss": 1.7797591003763955} {"data_time": 0.016483486630022526, "eta_seconds": 152157.3370210575, "iteration": 75139, "loss_fcos_cls": 0.2881712729576975, "loss_fcos_ctr": 0.6238473430275917, "loss_fcos_loc": 0.21326251537539065, "loss_mask": 0.28977129189297557, "loss_maskiou": 0.0071404732298105955, "loss_sem_seg": 0.32726296689361334, "lr": 0.01, "mask_rcnn/accuracy": 0.8778479704818991, "mask_rcnn/false_negative": 0.10341244648453213, "mask_rcnn/false_positive": 0.16116630421005584, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.799833158031106, "total_loss": 1.7674554015975446} {"data_time": 0.017101001925766468, "eta_seconds": 152045.2207637569, "iteration": 75159, "loss_fcos_cls": 0.2848822495434433, "loss_fcos_ctr": 0.6235680300742388, "loss_fcos_loc": 0.22028876998228952, "loss_mask": 0.2955374950543046, "loss_maskiou": 0.007626056260050973, "loss_sem_seg": 0.3150397725403309, "lr": 0.01, "mask_rcnn/accuracy": 0.8762136946977372, "mask_rcnn/false_negative": 0.09397548282391716, "mask_rcnn/false_positive": 0.16255435474098998, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.0, "time": 0.7597766229882836, "total_loss": 1.729008975875331} {"data_time": 0.015610065311193466, "eta_seconds": 152029.61365634482, "iteration": 75179, "loss_fcos_cls": 0.2727260747924447, "loss_fcos_ctr": 0.6235158876515925, "loss_fcos_loc": 0.20990736759267747, "loss_mask": 0.2903920095413923, "loss_maskiou": 0.006476627357187681, "loss_sem_seg": 0.30743353092111647, "lr": 0.01, "mask_rcnn/accuracy": 0.860063898747905, "mask_rcnn/false_negative": 0.10236850087365441, "mask_rcnn/false_positive": 0.17309972858755718, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7797547737136483, "total_loss": 1.7432729255160666} {"data_time": 0.016592071391642094, "eta_seconds": 152014.00654893275, "iteration": 75199, "loss_fcos_cls": 0.27838566480204463, "loss_fcos_ctr": 0.6223795348778367, "loss_fcos_loc": 0.2099793131928891, "loss_mask": 0.28724603075534105, "loss_maskiou": 0.006821843940997496, "loss_sem_seg": 0.3094715913757682, "lr": 0.01, "mask_rcnn/accuracy": 0.8672308497131571, "mask_rcnn/false_negative": 0.10404276263416042, "mask_rcnn/false_positive": 0.13720276627822725, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7767920223996043, "total_loss": 1.7463398542895447} {"data_time": 0.016609784215688705, "eta_seconds": 151908.44703140762, "iteration": 75219, "loss_fcos_cls": 0.27099417243152857, "loss_fcos_ctr": 0.6221102392300963, "loss_fcos_loc": 0.21180406515486538, "loss_mask": 0.31062144692987204, "loss_maskiou": 0.007481306151021272, "loss_sem_seg": 0.29764976786100306, "lr": 0.01, "mask_rcnn/accuracy": 0.8836290543002916, "mask_rcnn/false_negative": 0.09766593509897536, "mask_rcnn/false_positive": 0.1390263909593613, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 41.75, "time": 0.7727448903024197, "total_loss": 1.7525284416769864} {"data_time": 0.016827085986733437, "eta_seconds": 151755.96727572754, "iteration": 75239, "loss_fcos_cls": 0.28863019635900855, "loss_fcos_ctr": 0.6208424242213368, "loss_fcos_loc": 0.20795539068058133, "loss_mask": 0.28995074704289436, "loss_maskiou": 0.007284688937943429, "loss_sem_seg": 0.3021908705122769, "lr": 0.01, "mask_rcnn/accuracy": 0.8700125188964475, "mask_rcnn/false_negative": 0.09290072928170656, "mask_rcnn/false_positive": 0.16378651120360627, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7802763171494007, "total_loss": 1.7337969955988228} {"data_time": 0.01576794497668743, "eta_seconds": 151928.45183101948, "iteration": 75259, "loss_fcos_cls": 0.2798374134581536, "loss_fcos_ctr": 0.6257440270856023, "loss_fcos_loc": 0.20781355921644717, "loss_mask": 0.2864138400182128, "loss_maskiou": 0.00693424693599809, "loss_sem_seg": 0.3085280149243772, "lr": 0.01, "mask_rcnn/accuracy": 0.8704385849167253, "mask_rcnn/false_negative": 0.1046589005833175, "mask_rcnn/false_positive": 0.1587846210834049, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7803959902375937, "total_loss": 1.731987248735095} {"data_time": 0.0160179128870368, "eta_seconds": 151912.8487015469, "iteration": 75279, "loss_fcos_cls": 0.2815554039552808, "loss_fcos_ctr": 0.622868362814188, "loss_fcos_loc": 0.20682072080671787, "loss_mask": 0.2764233057387173, "loss_maskiou": 0.006466860191721935, "loss_sem_seg": 0.34070870419964194, "lr": 0.01, "mask_rcnn/accuracy": 0.8830651339483162, "mask_rcnn/false_negative": 0.0873606155960584, "mask_rcnn/false_positive": 0.1257616159426092, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.7808141214773059, "total_loss": 1.6997323798605066} {"data_time": 0.01583455689251423, "eta_seconds": 151972.5458845524, "iteration": 75299, "loss_fcos_cls": 0.27416729484684765, "loss_fcos_ctr": 0.6220770683139563, "loss_fcos_loc": 0.2023433962604031, "loss_mask": 0.28541335742920637, "loss_maskiou": 0.006296966792433523, "loss_sem_seg": 0.2863108138553798, "lr": 0.01, "mask_rcnn/accuracy": 0.8842554209183674, "mask_rcnn/false_negative": 0.08786024042962548, "mask_rcnn/false_positive": 0.14539431717700355, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7873731143772602, "total_loss": 1.6884021990408655} {"data_time": 0.016545573249459267, "eta_seconds": 151939.39029825572, "iteration": 75319, "loss_fcos_cls": 0.2797906615305692, "loss_fcos_ctr": 0.6236559683457017, "loss_fcos_loc": 0.21683303220197558, "loss_mask": 0.301805704832077, "loss_maskiou": 0.007525898479798343, "loss_sem_seg": 0.3208093214780092, "lr": 0.01, "mask_rcnn/accuracy": 0.8756304205691039, "mask_rcnn/false_negative": 0.10436930485318183, "mask_rcnn/false_positive": 0.151575675792065, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.775633430108428, "total_loss": 1.7692822272365447} {"data_time": 0.015456041321158409, "eta_seconds": 152045.29449785035, "iteration": 75339, "loss_fcos_cls": 0.2856891897972673, "loss_fcos_ctr": 0.6192035898566246, "loss_fcos_loc": 0.20825132518075407, "loss_mask": 0.29057723842561245, "loss_maskiou": 0.007406147065921687, "loss_sem_seg": 0.3291962291114032, "lr": 0.01, "mask_rcnn/accuracy": 0.8657736171391633, "mask_rcnn/false_negative": 0.10634060930805235, "mask_rcnn/false_positive": 0.15641652848255086, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7853786926716566, "total_loss": 1.7286513308645226} {"data_time": 0.016155149787664413, "eta_seconds": 152186.31668896228, "iteration": 75359, "loss_fcos_cls": 0.27724923845380545, "loss_fcos_ctr": 0.6259532747790217, "loss_fcos_loc": 0.21532584982924163, "loss_mask": 0.29143364168703556, "loss_maskiou": 0.007084221811965108, "loss_sem_seg": 0.29482656065374613, "lr": 0.01, "mask_rcnn/accuracy": 0.8866275049176298, "mask_rcnn/false_negative": 0.08844772697707598, "mask_rcnn/false_positive": 0.14371120657897088, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.806568500585854, "total_loss": 1.7335849817318376} {"data_time": 0.015654096379876137, "eta_seconds": 152195.1888821749, "iteration": 75379, "loss_fcos_cls": 0.29633740382269025, "loss_fcos_ctr": 0.6238712770864367, "loss_fcos_loc": 0.22085469239391387, "loss_mask": 0.2848925059661269, "loss_maskiou": 0.00676172309613321, "loss_sem_seg": 0.33350681234151125, "lr": 0.01, "mask_rcnn/accuracy": 0.8795319015408531, "mask_rcnn/false_negative": 0.09321778711484593, "mask_rcnn/false_positive": 0.14690554279276713, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7850252622738481, "total_loss": 1.775759655472939} {"data_time": 0.015144048258662224, "eta_seconds": 152256.1085544359, "iteration": 75399, "loss_fcos_cls": 0.2938209648709744, "loss_fcos_ctr": 0.6221850402653217, "loss_fcos_loc": 0.2164509716676548, "loss_mask": 0.30118432082235813, "loss_maskiou": 0.007237218029331416, "loss_sem_seg": 0.3332910882309079, "lr": 0.01, "mask_rcnn/accuracy": 0.8810167667545488, "mask_rcnn/false_negative": 0.10579319733139574, "mask_rcnn/false_positive": 0.1446743451381669, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7830859590321779, "total_loss": 1.7466665625397582} {"data_time": 0.015146506018936634, "eta_seconds": 152355.5574900033, "iteration": 75419, "loss_fcos_cls": 0.27547606616280973, "loss_fcos_ctr": 0.6227949047461152, "loss_fcos_loc": 0.2023108076537028, "loss_mask": 0.2875891821458936, "loss_maskiou": 0.0068854404671583325, "loss_sem_seg": 0.2787681305781007, "lr": 0.01, "mask_rcnn/accuracy": 0.8854896958783514, "mask_rcnn/false_negative": 0.097469683587103, "mask_rcnn/false_positive": 0.1373284039727946, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7882338697090745, "total_loss": 1.6769508709003276} {"data_time": 0.01565530337393284, "eta_seconds": 152377.1525177313, "iteration": 75439, "loss_fcos_cls": 0.2821584261255339, "loss_fcos_ctr": 0.6219868697226048, "loss_fcos_loc": 0.21866814489476383, "loss_mask": 0.2991184592247009, "loss_maskiou": 0.006713776121614501, "loss_sem_seg": 0.30495036812499166, "lr": 0.01, "mask_rcnn/accuracy": 0.876062925170068, "mask_rcnn/false_negative": 0.1113631559944796, "mask_rcnn/false_positive": 0.16123240340912487, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.75, "time": 0.778905957005918, "total_loss": 1.739301688328851} {"data_time": 0.01716102659702301, "eta_seconds": 152409.3052414907, "iteration": 75459, "loss_fcos_cls": 0.2731178001849912, "loss_fcos_ctr": 0.6206312337890267, "loss_fcos_loc": 0.21423727623187006, "loss_mask": 0.28501788061112165, "loss_maskiou": 0.006894958656630479, "loss_sem_seg": 0.29034022288396955, "lr": 0.01, "mask_rcnn/accuracy": 0.8744840632882367, "mask_rcnn/false_negative": 0.10454291877127111, "mask_rcnn/false_positive": 0.1354672806205286, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.25, "time": 0.7832437632605433, "total_loss": 1.6807205063669244} {"data_time": 0.016410844400525093, "eta_seconds": 152393.63663639035, "iteration": 75479, "loss_fcos_cls": 0.2748695141635835, "loss_fcos_ctr": 0.618808139115572, "loss_fcos_loc": 0.20399611117318273, "loss_mask": 0.2734442939981818, "loss_maskiou": 0.006473130408267025, "loss_sem_seg": 0.3300409773364663, "lr": 0.01, "mask_rcnn/accuracy": 0.8656743357720447, "mask_rcnn/false_negative": 0.10335927186815953, "mask_rcnn/false_positive": 0.1632000101192133, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.5, "time": 0.7799485325813293, "total_loss": 1.7580170271758107} {"data_time": 0.017321981489658356, "eta_seconds": 152531.19124397542, "iteration": 75499, "loss_fcos_cls": 0.2880834792740643, "loss_fcos_ctr": 0.6249096849933267, "loss_fcos_loc": 0.21056970075005665, "loss_mask": 0.29763567820191383, "loss_maskiou": 0.007304551807465032, "loss_sem_seg": 0.3159210584126413, "lr": 0.01, "mask_rcnn/accuracy": 0.8646201268969127, "mask_rcnn/false_negative": 0.10428870112012448, "mask_rcnn/false_positive": 0.17657533529928324, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.75, "time": 0.7949253553524613, "total_loss": 1.7550748252688209} {"data_time": 0.016412083990871906, "eta_seconds": 152555.75855338108, "iteration": 75519, "loss_fcos_cls": 0.28044246952049434, "loss_fcos_ctr": 0.6233420565258712, "loss_fcos_loc": 0.21075035212561488, "loss_mask": 0.28578719589859247, "loss_maskiou": 0.006734809299814515, "loss_sem_seg": 0.29561053845100105, "lr": 0.01, "mask_rcnn/accuracy": 0.8886434037900874, "mask_rcnn/false_negative": 0.07372776719862917, "mask_rcnn/false_positive": 0.14605712110456084, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.8008227050304413, "total_loss": 1.713075196283171} {"data_time": 0.015780906192958355, "eta_seconds": 152550.1310304962, "iteration": 75539, "loss_fcos_cls": 0.2798150966409594, "loss_fcos_ctr": 0.6211291719228029, "loss_fcos_loc": 0.21172168746124953, "loss_mask": 0.2943129278719425, "loss_maskiou": 0.006908465540618636, "loss_sem_seg": 0.29069880256429315, "lr": 0.01, "mask_rcnn/accuracy": 0.870263822463861, "mask_rcnn/false_negative": 0.0938936395917806, "mask_rcnn/false_positive": 0.13778245160330083, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.5, "time": 0.7847239850088954, "total_loss": 1.730611065751873} {"data_time": 0.0176508454605937, "eta_seconds": 152544.9628485227, "iteration": 75559, "loss_fcos_cls": 0.28153747506439686, "loss_fcos_ctr": 0.6240963665768504, "loss_fcos_loc": 0.2104205957148224, "loss_mask": 0.29913900000974536, "loss_maskiou": 0.007253216070239432, "loss_sem_seg": 0.3175635011866689, "lr": 0.01, "mask_rcnn/accuracy": 0.8659790997160635, "mask_rcnn/false_negative": 0.09471023987861363, "mask_rcnn/false_positive": 0.14331273993985294, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7836804864928126, "total_loss": 1.7337955331458943} {"data_time": 0.015343684703111649, "eta_seconds": 152508.69305334147, "iteration": 75579, "loss_fcos_cls": 0.2768203455489129, "loss_fcos_ctr": 0.6240096474066377, "loss_fcos_loc": 0.21546606731135398, "loss_mask": 0.27891852613538504, "loss_maskiou": 0.006864209324703552, "loss_sem_seg": 0.31958102621138096, "lr": 0.01, "mask_rcnn/accuracy": 0.8822256240478143, "mask_rcnn/false_negative": 0.10339164483133129, "mask_rcnn/false_positive": 0.13693739668893767, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7885642480105162, "total_loss": 1.7315027845979785} {"data_time": 0.01604282483458519, "eta_seconds": 152513.58161455486, "iteration": 75599, "loss_fcos_cls": 0.27754776319488883, "loss_fcos_ctr": 0.6235011350363493, "loss_fcos_loc": 0.21529677952639759, "loss_mask": 0.3011879539117217, "loss_maskiou": 0.007151241654355545, "loss_sem_seg": 0.28890745574608445, "lr": 0.01, "mask_rcnn/accuracy": 0.8677294998749319, "mask_rcnn/false_negative": 0.09996119125820263, "mask_rcnn/false_positive": 0.15946326287613283, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7804202875122428, "total_loss": 1.7176695462840144} {"data_time": 0.016928928904235363, "eta_seconds": 152548.04430239554, "iteration": 75619, "loss_fcos_cls": 0.2790996222756803, "loss_fcos_ctr": 0.6266943141818047, "loss_fcos_loc": 0.22471056506037712, "loss_mask": 0.30392030254006386, "loss_maskiou": 0.0068905435837223195, "loss_sem_seg": 0.3140551308169961, "lr": 0.01, "mask_rcnn/accuracy": 0.8564723452273992, "mask_rcnn/false_negative": 0.108343354591265, "mask_rcnn/false_positive": 0.18326493192977927, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7901169080287218, "total_loss": 1.7620683971326798} {"data_time": 0.014901901595294476, "eta_seconds": 152509.93353068456, "iteration": 75639, "loss_fcos_cls": 0.29063948267139494, "loss_fcos_ctr": 0.6259969333186746, "loss_fcos_loc": 0.22687766631133854, "loss_mask": 0.2972866836935282, "loss_maskiou": 0.007541373328422196, "loss_sem_seg": 0.30013703601434827, "lr": 0.01, "mask_rcnn/accuracy": 0.867180795770143, "mask_rcnn/false_negative": 0.09804392081051871, "mask_rcnn/false_positive": 0.16215198169775163, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.0, "time": 0.7742383601143956, "total_loss": 1.7743858629473834} {"data_time": 0.01464664377272129, "eta_seconds": 152516.65274780896, "iteration": 75659, "loss_fcos_cls": 0.27726785698905587, "loss_fcos_ctr": 0.6216746335849166, "loss_fcos_loc": 0.21459293249063194, "loss_mask": 0.2875969661399722, "loss_maskiou": 0.007049290135910269, "loss_sem_seg": 0.31110042333602905, "lr": 0.01, "mask_rcnn/accuracy": 0.880742746078023, "mask_rcnn/false_negative": 0.09747583171984821, "mask_rcnn/false_positive": 0.14449454377653798, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7855793796479702, "total_loss": 1.7246832703749533} {"data_time": 0.01658370904624462, "eta_seconds": 152548.50811110437, "iteration": 75679, "loss_fcos_cls": 0.2958467092830688, "loss_fcos_ctr": 0.6252773501910269, "loss_fcos_loc": 0.21939966431818902, "loss_mask": 0.30057966616004705, "loss_maskiou": 0.007955726847285405, "loss_sem_seg": 0.2864482363220304, "lr": 0.01, "mask_rcnn/accuracy": 0.8678271308523409, "mask_rcnn/false_negative": 0.10765202205349506, "mask_rcnn/false_positive": 0.15566449086538953, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.796109420247376, "total_loss": 1.744211665725743} {"data_time": 0.01703249104321003, "eta_seconds": 152532.80743972957, "iteration": 75699, "loss_fcos_cls": 0.28081619378644973, "loss_fcos_ctr": 0.6207652594894171, "loss_fcos_loc": 0.21484278119169176, "loss_mask": 0.28414690122008324, "loss_maskiou": 0.006652429306996055, "loss_sem_seg": 0.29744057497009635, "lr": 0.01, "mask_rcnn/accuracy": 0.8721177302888368, "mask_rcnn/false_negative": 0.08283063084632347, "mask_rcnn/false_positive": 0.16681511496144324, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7833882197737694, "total_loss": 1.733297346654581} {"data_time": 0.016100237146019936, "eta_seconds": 152483.57673360407, "iteration": 75719, "loss_fcos_cls": 0.26657405449077487, "loss_fcos_ctr": 0.6234305510297418, "loss_fcos_loc": 0.2139944809023291, "loss_mask": 0.28302113246172667, "loss_maskiou": 0.006027246548910625, "loss_sem_seg": 0.3146670942660421, "lr": 0.01, "mask_rcnn/accuracy": 0.8718535007274062, "mask_rcnn/false_negative": 0.099162534117639, "mask_rcnn/false_positive": 0.18212978976512698, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7762304143980145, "total_loss": 1.7106003434892045} {"data_time": 0.016715473495423794, "eta_seconds": 152453.86963863578, "iteration": 75739, "loss_fcos_cls": 0.28528654389083385, "loss_fcos_ctr": 0.6207580724731088, "loss_fcos_loc": 0.21006094990298152, "loss_mask": 0.27928964979946613, "loss_maskiou": 0.006918215556652285, "loss_sem_seg": 0.3384832972660661, "lr": 0.01, "mask_rcnn/accuracy": 0.8708671480288022, "mask_rcnn/false_negative": 0.10559727639839059, "mask_rcnn/false_positive": 0.1463476803771602, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.5, "time": 0.7749283323064446, "total_loss": 1.7128217318240786} {"data_time": 0.01664666272699833, "eta_seconds": 152415.77270611748, "iteration": 75759, "loss_fcos_cls": 0.277378783444874, "loss_fcos_ctr": 0.6228772257454693, "loss_fcos_loc": 0.21433723776135594, "loss_mask": 0.2840652419254184, "loss_maskiou": 0.006322248271317221, "loss_sem_seg": 0.3174200220964849, "lr": 0.01, "mask_rcnn/accuracy": 0.8684340556990933, "mask_rcnn/false_negative": 0.10459514836143047, "mask_rcnn/false_positive": 0.16507895370758638, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7858340283855796, "total_loss": 1.7465425280315685} {"data_time": 0.015926098451018333, "eta_seconds": 152400.0792353563, "iteration": 75779, "loss_fcos_cls": 0.27395089669153094, "loss_fcos_ctr": 0.6250833617523313, "loss_fcos_loc": 0.2147904746234417, "loss_mask": 0.29425762593746185, "loss_maskiou": 0.007679489834117703, "loss_sem_seg": 0.29480984900146723, "lr": 0.01, "mask_rcnn/accuracy": 0.8860375499406112, "mask_rcnn/false_negative": 0.0789427437943621, "mask_rcnn/false_positive": 0.1499792662351339, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7772325677797198, "total_loss": 1.7381619213992963} {"data_time": 0.014829723164439201, "eta_seconds": 152433.97987783235, "iteration": 75799, "loss_fcos_cls": 0.27954422449693084, "loss_fcos_ctr": 0.6245072758756578, "loss_fcos_loc": 0.21217642910778522, "loss_mask": 0.28986838180571795, "loss_maskiou": 0.0066587309338501655, "loss_sem_seg": 0.2986070238985121, "lr": 0.01, "mask_rcnn/accuracy": 0.8791215571594491, "mask_rcnn/false_negative": 0.10379764999220267, "mask_rcnn/false_positive": 0.14002684878074123, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.79334148298949, "total_loss": 1.7369819808882312} {"data_time": 0.014399154111742973, "eta_seconds": 152368.69229383394, "iteration": 75819, "loss_fcos_cls": 0.2803861133288592, "loss_fcos_ctr": 0.6215357463806868, "loss_fcos_loc": 0.20942426461260766, "loss_mask": 0.28237862046808004, "loss_maskiou": 0.007331104643526487, "loss_sem_seg": 0.29997714329510927, "lr": 0.01, "mask_rcnn/accuracy": 0.8623934988803728, "mask_rcnn/false_negative": 0.11425844431344673, "mask_rcnn/false_positive": 0.16791710483810052, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.7715004198253155, "total_loss": 1.7223441515816376} {"data_time": 0.017084562219679356, "eta_seconds": 152318.41159165185, "iteration": 75839, "loss_fcos_cls": 0.2860417660558596, "loss_fcos_ctr": 0.6223088386468589, "loss_fcos_loc": 0.20914339181035757, "loss_mask": 0.2877087015658617, "loss_maskiou": 0.006649831906543113, "loss_sem_seg": 0.296339004766196, "lr": 0.01, "mask_rcnn/accuracy": 0.8635925682687183, "mask_rcnn/false_negative": 0.10556071817119071, "mask_rcnn/false_positive": 0.19047277790080624, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7818220378831029, "total_loss": 1.720473192355712} {"data_time": 0.01790736522525549, "eta_seconds": 152289.05405315664, "iteration": 75859, "loss_fcos_cls": 0.2757971896789968, "loss_fcos_ctr": 0.623175750952214, "loss_fcos_loc": 0.2146972221089527, "loss_mask": 0.2965609198436141, "loss_maskiou": 0.007280251331394538, "loss_sem_seg": 0.299198005348444, "lr": 0.01, "mask_rcnn/accuracy": 0.8781769045872521, "mask_rcnn/false_negative": 0.0980387950495652, "mask_rcnn/false_positive": 0.13882418781289402, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.7865195507183671, "total_loss": 1.728627389849862} {"data_time": 0.014209401793777943, "eta_seconds": 152287.031775604, "iteration": 75879, "loss_fcos_cls": 0.2790507017634809, "loss_fcos_ctr": 0.6244183173403144, "loss_fcos_loc": 0.21517127886181697, "loss_mask": 0.2891686549410224, "loss_maskiou": 0.006661232378974091, "loss_sem_seg": 0.3195392112247646, "lr": 0.01, "mask_rcnn/accuracy": 0.8773338486426465, "mask_rcnn/false_negative": 0.10735656786306234, "mask_rcnn/false_positive": 0.13665199383426568, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7858579568564892, "total_loss": 1.734379227127647} {"data_time": 0.01664707623422146, "eta_seconds": 152283.90181185957, "iteration": 75899, "loss_fcos_cls": 0.2854538901010528, "loss_fcos_ctr": 0.6221501654945314, "loss_fcos_loc": 0.21763120917603374, "loss_mask": 0.2844478692859411, "loss_maskiou": 0.008092650226899423, "loss_sem_seg": 0.3272451953962445, "lr": 0.01, "mask_rcnn/accuracy": 0.8771026183681463, "mask_rcnn/false_negative": 0.09583153677817209, "mask_rcnn/false_positive": 0.16134498867873842, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7821381539106369, "total_loss": 1.7451019821164664} {"data_time": 0.017129220068454742, "eta_seconds": 152312.60764299612, "iteration": 75919, "loss_fcos_cls": 0.2794259428046644, "loss_fcos_ctr": 0.62174235843122, "loss_fcos_loc": 0.21376110007986426, "loss_mask": 0.29856152553111315, "loss_maskiou": 0.00747135812707711, "loss_sem_seg": 0.3100511976517737, "lr": 0.01, "mask_rcnn/accuracy": 0.8567019751513221, "mask_rcnn/false_negative": 0.10425979334107122, "mask_rcnn/false_positive": 0.17129124948290247, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.5, "time": 0.7973731830716133, "total_loss": 1.756446748127928} {"data_time": 0.01674269139766693, "eta_seconds": 152242.01861677878, "iteration": 75939, "loss_fcos_cls": 0.27799851645249873, "loss_fcos_ctr": 0.6219033943489194, "loss_fcos_loc": 0.19625065149739385, "loss_mask": 0.279740403406322, "loss_maskiou": 0.0073924048483604565, "loss_sem_seg": 0.30511401733383536, "lr": 0.01, "mask_rcnn/accuracy": 0.8712527799581371, "mask_rcnn/false_negative": 0.09063105326059978, "mask_rcnn/false_positive": 0.1668983734429189, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7766220727935433, "total_loss": 1.7023468893312383} {"data_time": 0.016733099706470966, "eta_seconds": 152166.82057083584, "iteration": 75959, "loss_fcos_cls": 0.2960968647385016, "loss_fcos_ctr": 0.6258393693715334, "loss_fcos_loc": 0.21655323909362778, "loss_mask": 0.2910705413669348, "loss_maskiou": 0.0076045945679652505, "loss_sem_seg": 0.3011912207584828, "lr": 0.01, "mask_rcnn/accuracy": 0.8631547910259995, "mask_rcnn/false_negative": 0.11348117711296839, "mask_rcnn/false_positive": 0.14332258671540454, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7776845693588257, "total_loss": 1.7609721616317984} {"data_time": 0.015091913752257824, "eta_seconds": 152194.92305307742, "iteration": 75979, "loss_fcos_cls": 0.2927123629488051, "loss_fcos_ctr": 0.6213734168559313, "loss_fcos_loc": 0.20708316890522838, "loss_mask": 0.2660470940172672, "loss_maskiou": 0.0066400496289134026, "loss_sem_seg": 0.2894476465880871, "lr": 0.01, "mask_rcnn/accuracy": 0.8821160754863981, "mask_rcnn/false_negative": 0.09096971393060474, "mask_rcnn/false_positive": 0.17415056758827424, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7917687501758337, "total_loss": 1.7168295943629346} {"data_time": 0.016299392096698284, "eta_seconds": 152091.37415108085, "iteration": 75999, "loss_fcos_cls": 0.2755771966185421, "loss_fcos_ctr": 0.6208372735418379, "loss_fcos_loc": 0.21760154026560485, "loss_mask": 0.28510780166834593, "loss_maskiou": 0.00660807681560982, "loss_sem_seg": 0.3402093849144876, "lr": 0.01, "mask_rcnn/accuracy": 0.8617499079484784, "mask_rcnn/false_negative": 0.1265702139444527, "mask_rcnn/false_positive": 0.16565777079159022, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7751894854009151, "total_loss": 1.7802628037898103} {"data_time": 0.014580274932086468, "eta_seconds": 152056.14452696592, "iteration": 76019, "loss_fcos_cls": 0.27617123536765575, "loss_fcos_ctr": 0.625152375549078, "loss_fcos_loc": 0.2148628388531506, "loss_mask": 0.28365625627338886, "loss_maskiou": 0.006936385674634948, "loss_sem_seg": 0.3416962753981352, "lr": 0.01, "mask_rcnn/accuracy": 0.8724350170225352, "mask_rcnn/false_negative": 0.08942518899275381, "mask_rcnn/false_positive": 0.16196533809453634, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7858643671497703, "total_loss": 1.7497727422451135} {"data_time": 0.016211177222430706, "eta_seconds": 152060.01526650786, "iteration": 76039, "loss_fcos_cls": 0.2884481898508966, "loss_fcos_ctr": 0.6218180749565363, "loss_fcos_loc": 0.20885379848186858, "loss_mask": 0.2921570725739002, "loss_maskiou": 0.007821827952284366, "loss_sem_seg": 0.31226195534691215, "lr": 0.01, "mask_rcnn/accuracy": 0.8563575682219751, "mask_rcnn/false_negative": 0.10874710546304703, "mask_rcnn/false_positive": 0.16597026440139628, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.5, "time": 0.7881154613569379, "total_loss": 1.7319281677919207} {"data_time": 0.016295726411044598, "eta_seconds": 152113.7745460784, "iteration": 76059, "loss_fcos_cls": 0.27406830503605306, "loss_fcos_ctr": 0.623117414303124, "loss_fcos_loc": 0.21390898036770523, "loss_mask": 0.28430850990116596, "loss_maskiou": 0.007653762499103323, "loss_sem_seg": 0.2933121027890593, "lr": 0.01, "mask_rcnn/accuracy": 0.8563643909944931, "mask_rcnn/false_negative": 0.09145568402218204, "mask_rcnn/false_positive": 0.17412120966125105, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7748729027807713, "total_loss": 1.7067636874744494} {"data_time": 0.01722905971109867, "eta_seconds": 152098.08794298302, "iteration": 76079, "loss_fcos_cls": 0.29855493223294616, "loss_fcos_ctr": 0.6228818446397781, "loss_fcos_loc": 0.21781641244888306, "loss_mask": 0.28562250919640064, "loss_maskiou": 0.006821779476013035, "loss_sem_seg": 0.32889897329732776, "lr": 0.01, "mask_rcnn/accuracy": 0.8562149530864978, "mask_rcnn/false_negative": 0.11029881308072431, "mask_rcnn/false_positive": 0.17909183145452817, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7839603126049042, "total_loss": 1.754142441553995} {"data_time": 0.017062056809663773, "eta_seconds": 151993.43482054025, "iteration": 76099, "loss_fcos_cls": 0.2963236994110048, "loss_fcos_ctr": 0.6251309225335717, "loss_fcos_loc": 0.21599329845048487, "loss_mask": 0.28457440715283155, "loss_maskiou": 0.006785282515920699, "loss_sem_seg": 0.28694493183866143, "lr": 0.01, "mask_rcnn/accuracy": 0.8626694218720923, "mask_rcnn/false_negative": 0.10106494758002998, "mask_rcnn/false_positive": 0.15523347990116584, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.75, "time": 0.7796808835119009, "total_loss": 1.7485226527205668} {"data_time": 0.01735942531377077, "eta_seconds": 151997.2974973619, "iteration": 76119, "loss_fcos_cls": 0.28440134203992784, "loss_fcos_ctr": 0.6284753968939185, "loss_fcos_loc": 0.2216903273947537, "loss_mask": 0.29850542824715376, "loss_maskiou": 0.007098127156496048, "loss_sem_seg": 0.33426058758050203, "lr": 0.01, "mask_rcnn/accuracy": 0.8777528714687846, "mask_rcnn/false_negative": 0.11436788474756016, "mask_rcnn/false_positive": 0.1286640361638479, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.75, "time": 0.8075189962983131, "total_loss": 1.8127464082863298} {"data_time": 0.016439960338175297, "eta_seconds": 151962.07996732742, "iteration": 76139, "loss_fcos_cls": 0.2792426231317222, "loss_fcos_ctr": 0.6244988990947604, "loss_fcos_loc": 0.2218545125797391, "loss_mask": 0.29240788612514734, "loss_maskiou": 0.007834617172193248, "loss_sem_seg": 0.31320346891880035, "lr": 0.01, "mask_rcnn/accuracy": 0.8652148682192327, "mask_rcnn/false_negative": 0.09171618631475087, "mask_rcnn/false_positive": 0.17346112059945695, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7848682785406709, "total_loss": 1.73960883973632} {"data_time": 0.015272557735443115, "eta_seconds": 151994.7533081295, "iteration": 76159, "loss_fcos_cls": 0.28750340873375535, "loss_fcos_ctr": 0.6227183369919658, "loss_fcos_loc": 0.21410049870610237, "loss_mask": 0.29553461633622646, "loss_maskiou": 0.006712654198054224, "loss_sem_seg": 0.3119540470652282, "lr": 0.01, "mask_rcnn/accuracy": 0.8609346058325651, "mask_rcnn/false_negative": 0.12853043675949521, "mask_rcnn/false_positive": 0.17476008268792245, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.5, "time": 0.7754117213189602, "total_loss": 1.7262464437517338} {"data_time": 0.0167376846075058, "eta_seconds": 152084.42042576429, "iteration": 76179, "loss_fcos_cls": 0.29148451844230294, "loss_fcos_ctr": 0.6251821676269174, "loss_fcos_loc": 0.2146553066559136, "loss_mask": 0.28201994206756353, "loss_maskiou": 0.006842873655841686, "loss_sem_seg": 0.3108024774119258, "lr": 0.01, "mask_rcnn/accuracy": 0.8868474844642709, "mask_rcnn/false_negative": 0.09654972031398054, "mask_rcnn/false_positive": 0.13068062785934942, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.0, "time": 0.7987057808786631, "total_loss": 1.737536704626109} {"data_time": 0.015982783399522305, "eta_seconds": 151963.3884775089, "iteration": 76199, "loss_fcos_cls": 0.29277460859157145, "loss_fcos_ctr": 0.6194056840613484, "loss_fcos_loc": 0.20919278520159423, "loss_mask": 0.2710234224796295, "loss_maskiou": 0.007610292639583349, "loss_sem_seg": 0.29588716896250844, "lr": 0.01, "mask_rcnn/accuracy": 0.8829340793184499, "mask_rcnn/false_negative": 0.1120484898507405, "mask_rcnn/false_positive": 0.11086171539341383, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.5, "time": 0.754794898442924, "total_loss": 1.7151779824489495} {"data_time": 0.017106812447309494, "eta_seconds": 151948.47090516146, "iteration": 76219, "loss_fcos_cls": 0.27971008117310703, "loss_fcos_ctr": 0.6234145890921354, "loss_fcos_loc": 0.21007547969929874, "loss_mask": 0.2823656350374222, "loss_maskiou": 0.006963828727748478, "loss_sem_seg": 0.2851517878007144, "lr": 0.01, "mask_rcnn/accuracy": 0.8848212682307366, "mask_rcnn/false_negative": 0.11344660496339892, "mask_rcnn/false_positive": 0.13680601326271633, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.25, "time": 0.7716078264638782, "total_loss": 1.689150152203183} {"data_time": 0.01645688619464636, "eta_seconds": 152006.66681716405, "iteration": 76239, "loss_fcos_cls": 0.27711459482088685, "loss_fcos_ctr": 0.624538422562182, "loss_fcos_loc": 0.21059705363586545, "loss_mask": 0.27221447555348277, "loss_maskiou": 0.006569502947968431, "loss_sem_seg": 0.29433483467437327, "lr": 0.01, "mask_rcnn/accuracy": 0.8745245208705387, "mask_rcnn/false_negative": 0.1070343004175038, "mask_rcnn/false_positive": 0.17313894000674965, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7882588608190417, "total_loss": 1.693470422149403} {"data_time": 0.016540932469069958, "eta_seconds": 151990.97669718973, "iteration": 76259, "loss_fcos_cls": 0.280684799188748, "loss_fcos_ctr": 0.6253764391876757, "loss_fcos_loc": 0.21567513525951654, "loss_mask": 0.2962047178298235, "loss_maskiou": 0.0072130579064833, "loss_sem_seg": 0.3454278623685241, "lr": 0.01, "mask_rcnn/accuracy": 0.8750760400313972, "mask_rcnn/false_negative": 0.09806980132435521, "mask_rcnn/false_positive": 0.12662286693384303, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7835317850112915, "total_loss": 1.7721364454264403} {"data_time": 0.016167636960744858, "eta_seconds": 151944.37758123688, "iteration": 76279, "loss_fcos_cls": 0.27780470391735435, "loss_fcos_ctr": 0.6218451783061028, "loss_fcos_loc": 0.21647653123363853, "loss_mask": 0.2877953164279461, "loss_maskiou": 0.007036702423647512, "loss_sem_seg": 0.28817456937395036, "lr": 0.01, "mask_rcnn/accuracy": 0.8844447670667183, "mask_rcnn/false_negative": 0.09155826710651271, "mask_rcnn/false_positive": 0.154910477818811, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.7766738450154662, "total_loss": 1.7322651160720852} {"data_time": 0.016691667027771473, "eta_seconds": 151881.09585712664, "iteration": 76299, "loss_fcos_cls": 0.2847378412261605, "loss_fcos_ctr": 0.6230731755495071, "loss_fcos_loc": 0.20975295105017722, "loss_mask": 0.29260115325450897, "loss_maskiou": 0.007065736186632421, "loss_sem_seg": 0.2938023710157722, "lr": 0.01, "mask_rcnn/accuracy": 0.8853587436999091, "mask_rcnn/false_negative": 0.08982064254727645, "mask_rcnn/false_positive": 0.15381117182941645, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.75, "time": 0.7794707072898746, "total_loss": 1.702611631641048} {"data_time": 0.017933455295860767, "eta_seconds": 151913.0037234556, "iteration": 76319, "loss_fcos_cls": 0.27392898267135024, "loss_fcos_ctr": 0.6206507114693522, "loss_fcos_loc": 0.20707943220622838, "loss_mask": 0.2861314285546541, "loss_maskiou": 0.006711795707815327, "loss_sem_seg": 0.30544396210461855, "lr": 0.01, "mask_rcnn/accuracy": 0.8639009702241552, "mask_rcnn/false_negative": 0.10994483215901452, "mask_rcnn/false_positive": 0.16368535278318758, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.0, "time": 0.7850925177335739, "total_loss": 1.6885812938780873} {"data_time": 0.016734550707042217, "eta_seconds": 151804.70131201763, "iteration": 76339, "loss_fcos_cls": 0.2648135523777455, "loss_fcos_ctr": 0.6225280025973916, "loss_fcos_loc": 0.21357943781185895, "loss_mask": 0.29021229315549135, "loss_maskiou": 0.006815553053456824, "loss_sem_seg": 0.2959258141927421, "lr": 0.01, "mask_rcnn/accuracy": 0.880890126251221, "mask_rcnn/false_negative": 0.08672741072608325, "mask_rcnn/false_positive": 0.1492246656927061, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7457984779030085, "total_loss": 1.683592704917828} {"data_time": 0.018449507653713226, "eta_seconds": 151704.64434101712, "iteration": 76359, "loss_fcos_cls": 0.26934705139137805, "loss_fcos_ctr": 0.6226269584149122, "loss_fcos_loc": 0.20867057726718485, "loss_mask": 0.29056135891005397, "loss_maskiou": 0.006420637997507583, "loss_sem_seg": 0.2956113195978105, "lr": 0.01, "mask_rcnn/accuracy": 0.859436198721913, "mask_rcnn/false_negative": 0.10090083554310905, "mask_rcnn/false_positive": 0.15763544988426664, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 39.25, "time": 0.7976059978827834, "total_loss": 1.7187823255662806} {"data_time": 0.015624947845935822, "eta_seconds": 151631.36590552982, "iteration": 76379, "loss_fcos_cls": 0.29645375860854983, "loss_fcos_ctr": 0.6232733260840178, "loss_fcos_loc": 0.21289279917255044, "loss_mask": 0.28404468670487404, "loss_maskiou": 0.007361822463280987, "loss_sem_seg": 0.3124384144321084, "lr": 0.01, "mask_rcnn/accuracy": 0.8674594744567812, "mask_rcnn/false_negative": 0.11114356992149771, "mask_rcnn/false_positive": 0.12810175187816802, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.7699143346399069, "total_loss": 1.7372235364455264} {"data_time": 0.016657034866511822, "eta_seconds": 151615.70320717525, "iteration": 76399, "loss_fcos_cls": 0.27015778806526214, "loss_fcos_ctr": 0.6218079132959247, "loss_fcos_loc": 0.2086465610191226, "loss_mask": 0.29413266386836767, "loss_maskiou": 0.0074250061879865825, "loss_sem_seg": 0.3336111679673195, "lr": 0.01, "mask_rcnn/accuracy": 0.8704628653787096, "mask_rcnn/false_negative": 0.08908855890007655, "mask_rcnn/false_positive": 0.15816007233886867, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.0, "time": 0.7876472817733884, "total_loss": 1.745574679611309} {"data_time": 0.015559079125523567, "eta_seconds": 151554.32349483948, "iteration": 76419, "loss_fcos_cls": 0.28151801135390997, "loss_fcos_ctr": 0.6205523200333118, "loss_fcos_loc": 0.20750542753376067, "loss_mask": 0.29418117739260197, "loss_maskiou": 0.007253980169480201, "loss_sem_seg": 0.3063267902471125, "lr": 0.01, "mask_rcnn/accuracy": 0.8666206913387364, "mask_rcnn/false_negative": 0.10861132267189172, "mask_rcnn/false_positive": 0.16283444585329399, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7792417891323566, "total_loss": 1.731716351059731} {"data_time": 0.01632433943450451, "eta_seconds": 151601.41419245023, "iteration": 76439, "loss_fcos_cls": 0.2784482061397284, "loss_fcos_ctr": 0.6230659098364413, "loss_fcos_loc": 0.22124470258131623, "loss_mask": 0.28948129434138536, "loss_maskiou": 0.007770763782900758, "loss_sem_seg": 0.30526076070964336, "lr": 0.01, "mask_rcnn/accuracy": 0.8723999215070644, "mask_rcnn/false_negative": 0.121595063015873, "mask_rcnn/false_positive": 0.1331012541217621, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7945526512339711, "total_loss": 1.7456919860269409} {"data_time": 0.017977501265704632, "eta_seconds": 151665.0708747888, "iteration": 76459, "loss_fcos_cls": 0.2740153460763395, "loss_fcos_ctr": 0.6214732471853495, "loss_fcos_loc": 0.19996081036515534, "loss_mask": 0.27770527824759483, "loss_maskiou": 0.007060556119540706, "loss_sem_seg": 0.29540506564080715, "lr": 0.01, "mask_rcnn/accuracy": 0.8570463762428048, "mask_rcnn/false_negative": 0.1030505227387763, "mask_rcnn/false_positive": 0.16439429357772933, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.25, "time": 0.791692522354424, "total_loss": 1.6738310411237762} {"data_time": 0.015142080374062061, "eta_seconds": 151660.8799819937, "iteration": 76479, "loss_fcos_cls": 0.2766175625147298, "loss_fcos_ctr": 0.6203194474801421, "loss_fcos_loc": 0.22047528880648315, "loss_mask": 0.2965001482516527, "loss_maskiou": 0.008382850763155147, "loss_sem_seg": 0.31230500526726246, "lr": 0.01, "mask_rcnn/accuracy": 0.8671307506053268, "mask_rcnn/false_negative": 0.09480281957313684, "mask_rcnn/false_positive": 0.20592163465178692, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7864307248964906, "total_loss": 1.7253912589221727} {"data_time": 0.017329529859125614, "eta_seconds": 151561.76895461604, "iteration": 76499, "loss_fcos_cls": 0.2702047801576555, "loss_fcos_ctr": 0.6227318234741688, "loss_fcos_loc": 0.2129792127525434, "loss_mask": 0.28342396207153797, "loss_maskiou": 0.006893480109283701, "loss_sem_seg": 0.3278219699859619, "lr": 0.01, "mask_rcnn/accuracy": 0.8785492457852706, "mask_rcnn/false_negative": 0.10397027334007972, "mask_rcnn/false_positive": 0.1410048211169292, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7790905283764005, "total_loss": 1.7243520779156825} {"data_time": 0.016311937011778355, "eta_seconds": 151546.10373645648, "iteration": 76519, "loss_fcos_cls": 0.28488968266174197, "loss_fcos_ctr": 0.6197269754484296, "loss_fcos_loc": 0.20995154767297208, "loss_mask": 0.2813424253836274, "loss_maskiou": 0.006822262730565853, "loss_sem_seg": 0.2765532210469246, "lr": 0.01, "mask_rcnn/accuracy": 0.8591449273722793, "mask_rcnn/false_negative": 0.09363185483300396, "mask_rcnn/false_positive": 0.17515608216521628, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.7951201144605875, "total_loss": 1.6830723582825158} {"data_time": 0.016038894653320312, "eta_seconds": 151519.4775967123, "iteration": 76539, "loss_fcos_cls": 0.2795951587613672, "loss_fcos_ctr": 0.6220940556377172, "loss_fcos_loc": 0.20870704954722896, "loss_mask": 0.28119172248989344, "loss_maskiou": 0.006393648287485121, "loss_sem_seg": 0.3087370372377336, "lr": 0.01, "mask_rcnn/accuracy": 0.8820070503929727, "mask_rcnn/false_negative": 0.09192345023468607, "mask_rcnn/false_positive": 0.135809892694366, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7740233913064003, "total_loss": 1.716015713129309} {"data_time": 0.01484709046781063, "eta_seconds": 151503.81351169292, "iteration": 76559, "loss_fcos_cls": 0.2839647647924721, "loss_fcos_ctr": 0.6212439956143498, "loss_fcos_loc": 0.20779881533235312, "loss_mask": 0.28254216723144054, "loss_maskiou": 0.00724746375635732, "loss_sem_seg": 0.318143327254802, "lr": 0.01, "mask_rcnn/accuracy": 0.8709702356897497, "mask_rcnn/false_negative": 0.12280302552608685, "mask_rcnn/false_positive": 0.17013564802150402, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7870701374486089, "total_loss": 1.73338910365419} {"data_time": 0.016014037653803825, "eta_seconds": 151488.14942667354, "iteration": 76579, "loss_fcos_cls": 0.27763282880187035, "loss_fcos_ctr": 0.623036490753293, "loss_fcos_loc": 0.21139888232573867, "loss_mask": 0.2868010215461254, "loss_maskiou": 0.006479713978478685, "loss_sem_seg": 0.3313488010317087, "lr": 0.01, "mask_rcnn/accuracy": 0.8948797376093294, "mask_rcnn/false_negative": 0.09599008312165686, "mask_rcnn/false_positive": 0.12562198769733912, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 25.5, "time": 0.7796765128150582, "total_loss": 1.7419344844674924} {"data_time": 0.01796921342611313, "eta_seconds": 151446.2769875815, "iteration": 76599, "loss_fcos_cls": 0.2882757034385577, "loss_fcos_ctr": 0.6198568195104599, "loss_fcos_loc": 0.20859705423936248, "loss_mask": 0.29589325096458197, "loss_maskiou": 0.007070275314617902, "loss_sem_seg": 0.3023999994620681, "lr": 0.01, "mask_rcnn/accuracy": 0.8884017148526078, "mask_rcnn/false_negative": 0.10403265076115033, "mask_rcnn/false_positive": 0.13917688223781421, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7646637931466103, "total_loss": 1.7426788736047456} {"data_time": 0.014994213357567787, "eta_seconds": 151395.26124459784, "iteration": 76619, "loss_fcos_cls": 0.28175865998491645, "loss_fcos_ctr": 0.6257161283865571, "loss_fcos_loc": 0.220789878629148, "loss_mask": 0.2984620342031121, "loss_maskiou": 0.007391304287011735, "loss_sem_seg": 0.28983336593955755, "lr": 0.01, "mask_rcnn/accuracy": 0.8563596023571394, "mask_rcnn/false_negative": 0.12326084378373772, "mask_rcnn/false_positive": 0.15046141797467047, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.7759782122448087, "total_loss": 1.7406942964880727} {"data_time": 0.015804626047611237, "eta_seconds": 151391.4321772717, "iteration": 76639, "loss_fcos_cls": 0.29401946952566504, "loss_fcos_ctr": 0.6214316105470061, "loss_fcos_loc": 0.21252782200463116, "loss_mask": 0.28649829141795635, "loss_maskiou": 0.0070594899734715, "loss_sem_seg": 0.28481635078787804, "lr": 0.01, "mask_rcnn/accuracy": 0.8754127887418703, "mask_rcnn/false_negative": 0.08833223531803328, "mask_rcnn/false_positive": 0.16893015484751148, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7822460159659386, "total_loss": 1.721693932020571} {"data_time": 0.016546075232326984, "eta_seconds": 151341.4264292149, "iteration": 76659, "loss_fcos_cls": 0.27809302415698767, "loss_fcos_ctr": 0.6229156972840428, "loss_fcos_loc": 0.21515959175303578, "loss_mask": 0.2893852861598134, "loss_maskiou": 0.007382432740996592, "loss_sem_seg": 0.32497007492929697, "lr": 0.01, "mask_rcnn/accuracy": 0.8805935127034726, "mask_rcnn/false_negative": 0.12347445744337673, "mask_rcnn/false_positive": 0.1469205761036419, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.7781335022300482, "total_loss": 1.737796901827096} {"data_time": 0.015570525079965591, "eta_seconds": 151248.74254537374, "iteration": 76679, "loss_fcos_cls": 0.2763394792564213, "loss_fcos_ctr": 0.6219561332836747, "loss_fcos_loc": 0.209968120791018, "loss_mask": 0.2677295468747616, "loss_maskiou": 0.00670833486947231, "loss_sem_seg": 0.33124062698334455, "lr": 0.01, "mask_rcnn/accuracy": 0.879594546151794, "mask_rcnn/false_negative": 0.09660393122208605, "mask_rcnn/false_positive": 0.1527232030358842, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7727387957274914, "total_loss": 1.7298105422087247} {"data_time": 0.016408471390604973, "eta_seconds": 151186.73853739724, "iteration": 76699, "loss_fcos_cls": 0.2921294034458697, "loss_fcos_ctr": 0.6229482730850577, "loss_fcos_loc": 0.2077771930489689, "loss_mask": 0.29557356238365173, "loss_maskiou": 0.007738604035694152, "loss_sem_seg": 0.33822526643052697, "lr": 0.01, "mask_rcnn/accuracy": 0.8612933383580705, "mask_rcnn/false_negative": 0.09905926731409055, "mask_rcnn/false_positive": 0.164670424915253, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7787039875984192, "total_loss": 1.7784893008793006} {"data_time": 0.01641709264367819, "eta_seconds": 151245.68827739172, "iteration": 76719, "loss_fcos_cls": 0.28314015408977866, "loss_fcos_ctr": 0.6240563737228513, "loss_fcos_loc": 0.2174856277415529, "loss_mask": 0.2877804674208164, "loss_maskiou": 0.007417330882162787, "loss_sem_seg": 0.2897674818523228, "lr": 0.01, "mask_rcnn/accuracy": 0.8713370459407221, "mask_rcnn/false_negative": 0.10657313183873565, "mask_rcnn/false_positive": 0.15877439257337692, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.0, "time": 0.8024000274017453, "total_loss": 1.6888805118214805} {"data_time": 0.019342283718287945, "eta_seconds": 151217.81996736303, "iteration": 76739, "loss_fcos_cls": 0.2814763217465952, "loss_fcos_ctr": 0.6216563666239381, "loss_fcos_loc": 0.20889184391126037, "loss_mask": 0.2832150515168905, "loss_maskiou": 0.006691998380119912, "loss_sem_seg": 0.29439128236845136, "lr": 0.01, "mask_rcnn/accuracy": 0.8701519369767138, "mask_rcnn/false_negative": 0.09292600637317772, "mask_rcnn/false_positive": 0.14612736775048207, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7695139050483704, "total_loss": 1.6922511268421658} {"data_time": 0.018423444591462612, "eta_seconds": 151202.17088969424, "iteration": 76759, "loss_fcos_cls": 0.2844672203063965, "loss_fcos_ctr": 0.6241171113215387, "loss_fcos_loc": 0.22216105530969799, "loss_mask": 0.2958006029948592, "loss_maskiou": 0.00637333796476014, "loss_sem_seg": 0.25813446287065744, "lr": 0.01, "mask_rcnn/accuracy": 0.8697498671148576, "mask_rcnn/false_negative": 0.0841294838933682, "mask_rcnn/false_positive": 0.1745562622443914, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7935455059632659, "total_loss": 1.725139482819941} {"data_time": 0.018627029843628407, "eta_seconds": 151170.90385786258, "iteration": 76779, "loss_fcos_cls": 0.2832375573925674, "loss_fcos_ctr": 0.6204541232436895, "loss_fcos_loc": 0.20825828739907593, "loss_mask": 0.28880779864266515, "loss_maskiou": 0.007186043192632496, "loss_sem_seg": 0.3245805485639721, "lr": 0.01, "mask_rcnn/accuracy": 0.8833809588409534, "mask_rcnn/false_negative": 0.08224867054045128, "mask_rcnn/false_positive": 0.16357957176514287, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7790130265057087, "total_loss": 1.716604329267284} {"data_time": 0.01612243615090847, "eta_seconds": 151155.25639678352, "iteration": 76799, "loss_fcos_cls": 0.2830371563322842, "loss_fcos_ctr": 0.6248904401436448, "loss_fcos_loc": 0.2182870260439813, "loss_mask": 0.2974582752212882, "loss_maskiou": 0.007783806715451647, "loss_sem_seg": 0.327707193326205, "lr": 0.01, "mask_rcnn/accuracy": 0.8679311519475523, "mask_rcnn/false_negative": 0.10352043597524538, "mask_rcnn/false_positive": 0.14926403738928157, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7954674661159515, "total_loss": 1.7631575562190847} {"data_time": 0.016554608941078186, "eta_seconds": 151245.48228531796, "iteration": 76819, "loss_fcos_cls": 0.2806655573658645, "loss_fcos_ctr": 0.622025559656322, "loss_fcos_loc": 0.21148470835760236, "loss_mask": 0.29151142947375774, "loss_maskiou": 0.006560248919413425, "loss_sem_seg": 0.3279364723712206, "lr": 0.01, "mask_rcnn/accuracy": 0.8859115738203198, "mask_rcnn/false_negative": 0.0973282641372937, "mask_rcnn/false_positive": 0.13042709478402398, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.790621773339808, "total_loss": 1.703753771900665} {"data_time": 0.017937814816832542, "eta_seconds": 151151.78622497432, "iteration": 76839, "loss_fcos_cls": 0.2815151889808476, "loss_fcos_ctr": 0.6205758941359818, "loss_fcos_loc": 0.20263124373741448, "loss_mask": 0.2845736062154174, "loss_maskiou": 0.007134341183700599, "loss_sem_seg": 0.34237485262565315, "lr": 0.01, "mask_rcnn/accuracy": 0.874881767318082, "mask_rcnn/false_negative": 0.0877521422191975, "mask_rcnn/false_positive": 0.14048883093867048, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.75, "time": 0.7729656295850873, "total_loss": 1.7651532012387179} {"data_time": 0.015718805603682995, "eta_seconds": 151108.31401354633, "iteration": 76859, "loss_fcos_cls": 0.2813721210695803, "loss_fcos_ctr": 0.6240034829825163, "loss_fcos_loc": 0.2205117605626583, "loss_mask": 0.2920982828363776, "loss_maskiou": 0.006993995935772546, "loss_sem_seg": 0.32896250765770674, "lr": 0.01, "mask_rcnn/accuracy": 0.8485744905473236, "mask_rcnn/false_negative": 0.11446154953967155, "mask_rcnn/false_positive": 0.1667788707656669, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7783981785178185, "total_loss": 1.759884945160593} {"data_time": 0.016226480714976788, "eta_seconds": 151081.38909947872, "iteration": 76879, "loss_fcos_cls": 0.29386424412950873, "loss_fcos_ctr": 0.6240972829982638, "loss_fcos_loc": 0.2186703312327154, "loss_mask": 0.28537758346647024, "loss_maskiou": 0.0077250882459338754, "loss_sem_seg": 0.3250179586466402, "lr": 0.01, "mask_rcnn/accuracy": 0.8793149762537518, "mask_rcnn/false_negative": 0.10055205928312107, "mask_rcnn/false_positive": 0.142538250227212, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.5, "time": 0.7674852116033435, "total_loss": 1.7498376899020514} {"data_time": 0.015071992762386799, "eta_seconds": 151153.5617634533, "iteration": 76899, "loss_fcos_cls": 0.30212150048464537, "loss_fcos_ctr": 0.624135765247047, "loss_fcos_loc": 0.21596642234362662, "loss_mask": 0.2821160079911351, "loss_maskiou": 0.006929121896973811, "loss_sem_seg": 0.29688521195203066, "lr": 0.01, "mask_rcnn/accuracy": 0.8726667789757412, "mask_rcnn/false_negative": 0.09941899446014578, "mask_rcnn/false_positive": 0.15213030950104134, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.5, "time": 0.7925170576199889, "total_loss": 1.7165076532983221} {"data_time": 0.01590464450418949, "eta_seconds": 151089.18485669605, "iteration": 76919, "loss_fcos_cls": 0.2594551299698651, "loss_fcos_ctr": 0.6223201639950275, "loss_fcos_loc": 0.20867303479462862, "loss_mask": 0.27691359631717205, "loss_maskiou": 0.006402088634786196, "loss_sem_seg": 0.29788350127637386, "lr": 0.01, "mask_rcnn/accuracy": 0.8829630795372506, "mask_rcnn/false_negative": 0.10407742327876827, "mask_rcnn/false_positive": 0.12441131927993465, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7880773907527328, "total_loss": 1.6960038483666722} {"data_time": 0.016726153902709484, "eta_seconds": 151065.53404182754, "iteration": 76939, "loss_fcos_cls": 0.29715011082589626, "loss_fcos_ctr": 0.6273995460942388, "loss_fcos_loc": 0.22829018952324986, "loss_mask": 0.2947854707017541, "loss_maskiou": 0.007037951843813062, "loss_sem_seg": 0.31149621587246656, "lr": 0.01, "mask_rcnn/accuracy": 0.8514964021322815, "mask_rcnn/false_negative": 0.09447025173816037, "mask_rcnn/false_positive": 0.20285907947717374, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.75, "time": 0.7701010247692466, "total_loss": 1.7748510816891212} {"data_time": 0.016697808168828487, "eta_seconds": 151057.88417255692, "iteration": 76959, "loss_fcos_cls": 0.2748659369535744, "loss_fcos_ctr": 0.6250045588240027, "loss_fcos_loc": 0.22134703013580292, "loss_mask": 0.3025504816323519, "loss_maskiou": 0.008004673072719015, "loss_sem_seg": 0.34435606375336647, "lr": 0.01, "mask_rcnn/accuracy": 0.8692393089714519, "mask_rcnn/false_negative": 0.1146742021470336, "mask_rcnn/false_positive": 0.13689217584207508, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7782888719812036, "total_loss": 1.7629553658189252} {"data_time": 0.01630728878080845, "eta_seconds": 151003.15763366222, "iteration": 76979, "loss_fcos_cls": 0.27109358308371156, "loss_fcos_ctr": 0.6221903371624649, "loss_fcos_loc": 0.20062737970147282, "loss_mask": 0.2863740064203739, "loss_maskiou": 0.006767108476196881, "loss_sem_seg": 0.3184588933363557, "lr": 0.01, "mask_rcnn/accuracy": 0.8697447807443779, "mask_rcnn/false_negative": 0.1086653912483937, "mask_rcnn/false_positive": 0.1359975307028923, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7841766970232129, "total_loss": 1.6970127541790134} {"data_time": 0.015256763435900211, "eta_seconds": 151013.85781778395, "iteration": 76999, "loss_fcos_cls": 0.27104273554868996, "loss_fcos_ctr": 0.6230583991855383, "loss_fcos_loc": 0.2021224987693131, "loss_mask": 0.282566093839705, "loss_maskiou": 0.007250595343066379, "loss_sem_seg": 0.2809270699508488, "lr": 0.01, "mask_rcnn/accuracy": 0.8794959864155604, "mask_rcnn/false_negative": 0.09677685049015246, "mask_rcnn/false_positive": 0.15890805079272985, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7832988696172833, "total_loss": 1.648974883806659} {"data_time": 0.016926446929574013, "eta_seconds": 150921.9978380464, "iteration": 77019, "loss_fcos_cls": 0.2884140992537141, "loss_fcos_ctr": 0.6243278901092708, "loss_fcos_loc": 0.2141556916758418, "loss_mask": 0.2769758449867368, "loss_maskiou": 0.007053182504023425, "loss_sem_seg": 0.295427517965436, "lr": 0.01, "mask_rcnn/accuracy": 0.886001275510204, "mask_rcnn/false_negative": 0.09847470332169536, "mask_rcnn/false_positive": 0.16037071821157273, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7713186601176858, "total_loss": 1.7222800682939123} {"data_time": 0.01720619946718216, "eta_seconds": 150867.99442626443, "iteration": 77039, "loss_fcos_cls": 0.2873523414018564, "loss_fcos_ctr": 0.6249140119180083, "loss_fcos_loc": 0.22299064649268985, "loss_mask": 0.28670749347656965, "loss_maskiou": 0.006455854410887696, "loss_sem_seg": 0.30333861894905567, "lr": 0.01, "mask_rcnn/accuracy": 0.8686178553053874, "mask_rcnn/false_negative": 0.09199761658927173, "mask_rcnn/false_positive": 0.19039815068300686, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.8004024140536785, "total_loss": 1.7589794083833112} {"data_time": 0.017271813936531544, "eta_seconds": 150928.71775226202, "iteration": 77059, "loss_fcos_cls": 0.2899331101216376, "loss_fcos_ctr": 0.6237406469881535, "loss_fcos_loc": 0.2138324455008842, "loss_mask": 0.30441261641681194, "loss_maskiou": 0.007422161739668809, "loss_sem_seg": 0.3369135120883584, "lr": 0.01, "mask_rcnn/accuracy": 0.8640284724773707, "mask_rcnn/false_negative": 0.11324862887864742, "mask_rcnn/false_positive": 0.15554549145381932, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7913267891854048, "total_loss": 1.8086808813386597} {"data_time": 0.015179948881268501, "eta_seconds": 150810.73259599507, "iteration": 77079, "loss_fcos_cls": 0.2911790986545384, "loss_fcos_ctr": 0.6231976635754108, "loss_fcos_loc": 0.21146379271522164, "loss_mask": 0.2784974751994014, "loss_maskiou": 0.0073635526350699365, "loss_sem_seg": 0.34498951211571693, "lr": 0.01, "mask_rcnn/accuracy": 0.8684747203966332, "mask_rcnn/false_negative": 0.11330303783702475, "mask_rcnn/false_positive": 0.1135115141597751, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7628723634406924, "total_loss": 1.7645037865586346} {"data_time": 0.01668593753129244, "eta_seconds": 150859.43333777413, "iteration": 77099, "loss_fcos_cls": 0.2724145734682679, "loss_fcos_ctr": 0.6210370771586895, "loss_fcos_loc": 0.21110683074221015, "loss_mask": 0.28358136024326086, "loss_maskiou": 0.006903660498210229, "loss_sem_seg": 0.30709955887869, "lr": 0.01, "mask_rcnn/accuracy": 0.8796682720359099, "mask_rcnn/false_negative": 0.08263304584089512, "mask_rcnn/false_positive": 0.13366923657174937, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.5, "time": 0.7811747193336487, "total_loss": 1.7206784698646516} {"data_time": 0.01552629191428423, "eta_seconds": 150779.4636864215, "iteration": 77119, "loss_fcos_cls": 0.2664428511634469, "loss_fcos_ctr": 0.6243977090343833, "loss_fcos_loc": 0.21642094408161938, "loss_mask": 0.2871665330603719, "loss_maskiou": 0.00628484899061732, "loss_sem_seg": 0.3159548370167613, "lr": 0.01, "mask_rcnn/accuracy": 0.8867467869033206, "mask_rcnn/false_negative": 0.09078713203154481, "mask_rcnn/false_positive": 0.14698458973619688, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.779288406483829, "total_loss": 1.7294070433999877} {"data_time": 0.015684419311583042, "eta_seconds": 150719.25541471504, "iteration": 77139, "loss_fcos_cls": 0.27948019094765186, "loss_fcos_ctr": 0.621280075982213, "loss_fcos_loc": 0.20952923246659338, "loss_mask": 0.28564537409693, "loss_maskiou": 0.00675010793202091, "loss_sem_seg": 0.3123926226980984, "lr": 0.01, "mask_rcnn/accuracy": 0.8923583534398982, "mask_rcnn/false_negative": 0.08925939864806656, "mask_rcnn/false_positive": 0.15707570290820094, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7846295703202486, "total_loss": 1.7498062083177501} {"data_time": 0.015978866256773472, "eta_seconds": 150774.17153287586, "iteration": 77159, "loss_fcos_cls": 0.29010591097176075, "loss_fcos_ctr": 0.6253640092909336, "loss_fcos_loc": 0.21913657546974719, "loss_mask": 0.29655245039612055, "loss_maskiou": 0.007100743387127295, "loss_sem_seg": 0.3154178047552705, "lr": 0.01, "mask_rcnn/accuracy": 0.8672440750493746, "mask_rcnn/false_negative": 0.12413427887953177, "mask_rcnn/false_positive": 0.13894633123966207, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.75, "time": 0.7913185209035873, "total_loss": 1.7742241644737078} {"data_time": 0.015337160788476467, "eta_seconds": 150565.40052653756, "iteration": 77179, "loss_fcos_cls": 0.2976247719489038, "loss_fcos_ctr": 0.6251278929412365, "loss_fcos_loc": 0.22444234159775078, "loss_mask": 0.29373007640242577, "loss_maskiou": 0.007338424024055712, "loss_sem_seg": 0.2947349511086941, "lr": 0.01, "mask_rcnn/accuracy": 0.8448978115551776, "mask_rcnn/false_negative": 0.12002860018984429, "mask_rcnn/false_positive": 0.16105580135123293, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7845003446564078, "total_loss": 1.718120152145275} {"data_time": 0.01605386007577181, "eta_seconds": 150549.78341009002, "iteration": 77199, "loss_fcos_cls": 0.27575121517293155, "loss_fcos_ctr": 0.6212737951427698, "loss_fcos_loc": 0.20888559124432504, "loss_mask": 0.2869117083027959, "loss_maskiou": 0.006844030423962977, "loss_sem_seg": 0.2958762194029987, "lr": 0.01, "mask_rcnn/accuracy": 0.8638065285754029, "mask_rcnn/false_negative": 0.11417792215940856, "mask_rcnn/false_positive": 0.15632767472355868, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.75, "time": 0.770572260953486, "total_loss": 1.700282446166966} {"data_time": 0.016696516424417496, "eta_seconds": 150523.29201589152, "iteration": 77219, "loss_fcos_cls": 0.2821414058562368, "loss_fcos_ctr": 0.6195871708914638, "loss_fcos_loc": 0.20587930269539356, "loss_mask": 0.2839314881712198, "loss_maskiou": 0.006807076435507042, "loss_sem_seg": 0.3401665552519262, "lr": 0.01, "mask_rcnn/accuracy": 0.874150212032865, "mask_rcnn/false_negative": 0.10979885404367706, "mask_rcnn/false_positive": 0.13507840300056104, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7775653386488557, "total_loss": 1.727061633089761} {"data_time": 0.015615120530128479, "eta_seconds": 150456.09324002173, "iteration": 77239, "loss_fcos_cls": 0.2788889615330845, "loss_fcos_ctr": 0.6219410691410303, "loss_fcos_loc": 0.21380165917798877, "loss_mask": 0.28598560579121113, "loss_maskiou": 0.00707318373315502, "loss_sem_seg": 0.3063272903673351, "lr": 0.01, "mask_rcnn/accuracy": 0.880994284733124, "mask_rcnn/false_negative": 0.09842777405053608, "mask_rcnn/false_positive": 0.12049071637651429, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7829202096909285, "total_loss": 1.7175934773840709} {"data_time": 0.017742061987519264, "eta_seconds": 150428.71036947984, "iteration": 77259, "loss_fcos_cls": 0.28483496070839465, "loss_fcos_ctr": 0.6216170941479504, "loss_fcos_loc": 0.20572158263530582, "loss_mask": 0.27535942662507296, "loss_maskiou": 0.006459830066887662, "loss_sem_seg": 0.2856494663283229, "lr": 0.01, "mask_rcnn/accuracy": 0.8707139105642256, "mask_rcnn/false_negative": 0.1225530114957976, "mask_rcnn/false_positive": 0.14215174357125115, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7653257474303246, "total_loss": 1.6581445250776596} {"data_time": 0.015705205500125885, "eta_seconds": 150424.8719674116, "iteration": 77279, "loss_fcos_cls": 0.28598629077896476, "loss_fcos_ctr": 0.6251128439325839, "loss_fcos_loc": 0.2131651580129983, "loss_mask": 0.279533201828599, "loss_maskiou": 0.00693215309001971, "loss_sem_seg": 0.2904999447055161, "lr": 0.01, "mask_rcnn/accuracy": 0.890325979292816, "mask_rcnn/false_negative": 0.0976547487485265, "mask_rcnn/false_positive": 0.12971496474797686, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.75, "time": 0.7840098710730672, "total_loss": 1.6942724710679613} {"data_time": 0.019918040372431278, "eta_seconds": 150552.40727437008, "iteration": 77299, "loss_fcos_cls": 0.28559359768405557, "loss_fcos_ctr": 0.6221064683049917, "loss_fcos_loc": 0.21295976266264915, "loss_mask": 0.282528193667531, "loss_maskiou": 0.006950687849894166, "loss_sem_seg": 0.2933111283928156, "lr": 0.01, "mask_rcnn/accuracy": 0.8765249324028677, "mask_rcnn/false_negative": 0.09852571036695959, "mask_rcnn/false_positive": 0.14642810639806364, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7916084127500653, "total_loss": 1.7315462117549032} {"data_time": 0.01664468366652727, "eta_seconds": 150488.99545272533, "iteration": 77319, "loss_fcos_cls": 0.28664676076732576, "loss_fcos_ctr": 0.6211724113672972, "loss_fcos_loc": 0.20823873742483556, "loss_mask": 0.28539322782307863, "loss_maskiou": 0.006932041156687774, "loss_sem_seg": 0.3244434134103358, "lr": 0.01, "mask_rcnn/accuracy": 0.887577123872805, "mask_rcnn/false_negative": 0.09513572808648418, "mask_rcnn/false_positive": 0.1507591378357121, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.7874387139454484, "total_loss": 1.738729202421382} {"data_time": 0.015311403200030327, "eta_seconds": 150538.89846037515, "iteration": 77339, "loss_fcos_cls": 0.28506498015485704, "loss_fcos_ctr": 0.6242742044851184, "loss_fcos_loc": 0.22113500908017159, "loss_mask": 0.29074863623827696, "loss_maskiou": 0.007012878937530331, "loss_sem_seg": 0.28643606789410114, "lr": 0.01, "mask_rcnn/accuracy": 0.8668558831721274, "mask_rcnn/false_negative": 0.1160719761966097, "mask_rcnn/false_positive": 0.1486354956614569, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 31.0, "time": 0.770206680521369, "total_loss": 1.753363019306562} {"data_time": 0.015200930647552013, "eta_seconds": 150407.25990326237, "iteration": 77359, "loss_fcos_cls": 0.27713944925926626, "loss_fcos_ctr": 0.6234470931813121, "loss_fcos_loc": 0.21187985478900373, "loss_mask": 0.2841907637193799, "loss_maskiou": 0.007478513914975338, "loss_sem_seg": 0.2804984422400594, "lr": 0.01, "mask_rcnn/accuracy": 0.8771223072562357, "mask_rcnn/false_negative": 0.09683848974337164, "mask_rcnn/false_positive": 0.15906462493817375, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7743564387783408, "total_loss": 1.6908455379889347} {"data_time": 0.014830706641077995, "eta_seconds": 150552.16213896498, "iteration": 77379, "loss_fcos_cls": 0.28038362180814147, "loss_fcos_ctr": 0.6209619482979178, "loss_fcos_loc": 0.19917043042369187, "loss_mask": 0.29451072961091995, "loss_maskiou": 0.007478940475266427, "loss_sem_seg": 0.2886219355277717, "lr": 0.01, "mask_rcnn/accuracy": 0.8770732658814054, "mask_rcnn/false_negative": 0.09869124302075663, "mask_rcnn/false_positive": 0.13383227039034387, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.8162990873679519, "total_loss": 1.7258739718527067} {"data_time": 0.015271469950675964, "eta_seconds": 150581.43942661863, "iteration": 77399, "loss_fcos_cls": 0.28284609923139215, "loss_fcos_ctr": 0.6253995532169938, "loss_fcos_loc": 0.21307014266494662, "loss_mask": 0.2807941189967096, "loss_maskiou": 0.007480830623535439, "loss_sem_seg": 0.286555981147103, "lr": 0.01, "mask_rcnn/accuracy": 0.8421894832356422, "mask_rcnn/false_negative": 0.11295970006205386, "mask_rcnn/false_positive": 0.1815765980465301, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7941290754824877, "total_loss": 1.722558766748989} {"data_time": 0.016265030950307846, "eta_seconds": 150647.10659449454, "iteration": 77419, "loss_fcos_cls": 0.28358614165335894, "loss_fcos_ctr": 0.6233065836131573, "loss_fcos_loc": 0.21017776464577764, "loss_mask": 0.28776894696056843, "loss_maskiou": 0.006614783589611761, "loss_sem_seg": 0.3249254100956023, "lr": 0.01, "mask_rcnn/accuracy": 0.8654332495710149, "mask_rcnn/false_negative": 0.09400248265895284, "mask_rcnn/false_positive": 0.1684109703020521, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.8103261273354292, "total_loss": 1.7428982064739102} {"data_time": 0.01681163813918829, "eta_seconds": 150568.35233145487, "iteration": 77439, "loss_fcos_cls": 0.2844199235551059, "loss_fcos_ctr": 0.6241213288158178, "loss_fcos_loc": 0.21510211494751275, "loss_mask": 0.27919866144657135, "loss_maskiou": 0.007118963578250259, "loss_sem_seg": 0.32663436187431216, "lr": 0.01, "mask_rcnn/accuracy": 0.8725152673789022, "mask_rcnn/false_negative": 0.10393978601224244, "mask_rcnn/false_positive": 0.14529707489094554, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7817954188212752, "total_loss": 1.75693149525614} {"data_time": 0.018759881146252155, "eta_seconds": 150445.13445097394, "iteration": 77459, "loss_fcos_cls": 0.27179807890206575, "loss_fcos_ctr": 0.6212222967296839, "loss_fcos_loc": 0.2079037439543754, "loss_mask": 0.28516414389014244, "loss_maskiou": 0.007151730067562312, "loss_sem_seg": 0.2937546973116696, "lr": 0.01, "mask_rcnn/accuracy": 0.8544629168521737, "mask_rcnn/false_negative": 0.10360232938446098, "mask_rcnn/false_positive": 0.15091921384095694, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.5, "time": 0.7815590016543865, "total_loss": 1.690751249807363} {"data_time": 0.016518475487828255, "eta_seconds": 150429.50711607374, "iteration": 77479, "loss_fcos_cls": 0.2724960409104824, "loss_fcos_ctr": 0.6247040946036577, "loss_fcos_loc": 0.20716679305769503, "loss_mask": 0.2842116951942444, "loss_maskiou": 0.006740984885254875, "loss_sem_seg": 0.30359262647107244, "lr": 0.01, "mask_rcnn/accuracy": 0.8869153911564626, "mask_rcnn/false_negative": 0.08995341608459342, "mask_rcnn/false_positive": 0.15253897843661712, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.0, "time": 0.7943969611078501, "total_loss": 1.7023505992692662} {"data_time": 0.015427392907440662, "eta_seconds": 150458.37039529905, "iteration": 77499, "loss_fcos_cls": 0.2855503032915294, "loss_fcos_ctr": 0.6236222963780165, "loss_fcos_loc": 0.21837016544304788, "loss_mask": 0.27364365477114916, "loss_maskiou": 0.006633840341237374, "loss_sem_seg": 0.30989136965945363, "lr": 0.01, "mask_rcnn/accuracy": 0.8850171534130894, "mask_rcnn/false_negative": 0.0896350531409564, "mask_rcnn/false_positive": 0.15005708789298206, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7800772869959474, "total_loss": 1.7146843082609848} {"data_time": 0.015870393253862858, "eta_seconds": 150383.16630251426, "iteration": 77519, "loss_fcos_cls": 0.2795993867330253, "loss_fcos_ctr": 0.6222010385245085, "loss_fcos_loc": 0.22597662673797458, "loss_mask": 0.2867658082395792, "loss_maskiou": 0.006825953823863529, "loss_sem_seg": 0.31513275345787406, "lr": 0.01, "mask_rcnn/accuracy": 0.8699571934036773, "mask_rcnn/false_negative": 0.11285487921777639, "mask_rcnn/false_positive": 0.1550814126279731, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7742336979135871, "total_loss": 1.7515540972090093} {"data_time": 0.015044763684272766, "eta_seconds": 150266.72228778806, "iteration": 77539, "loss_fcos_cls": 0.2875898275524378, "loss_fcos_ctr": 0.6191200623288751, "loss_fcos_loc": 0.19846469815820456, "loss_mask": 0.2748699910007417, "loss_maskiou": 0.006769549989257939, "loss_sem_seg": 0.34282339038327336, "lr": 0.01, "mask_rcnn/accuracy": 0.8756090704647677, "mask_rcnn/false_negative": 0.09450505795318771, "mask_rcnn/false_positive": 0.14287332067774297, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7741658417508006, "total_loss": 1.706852747607627} {"data_time": 0.015486746095120907, "eta_seconds": 150251.1069971798, "iteration": 77559, "loss_fcos_cls": 0.2746934618335217, "loss_fcos_ctr": 0.6220061620697379, "loss_fcos_loc": 0.2105789666529745, "loss_mask": 0.29522085282951593, "loss_maskiou": 0.007443386581144296, "loss_sem_seg": 0.2832661075517535, "lr": 0.01, "mask_rcnn/accuracy": 0.8819796438983756, "mask_rcnn/false_negative": 0.10032399192425451, "mask_rcnn/false_positive": 0.14826163651143875, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.25, "time": 0.780603239312768, "total_loss": 1.7070457502850331} {"data_time": 0.015467355027794838, "eta_seconds": 150336.2890004525, "iteration": 77579, "loss_fcos_cls": 0.27916074031963944, "loss_fcos_ctr": 0.621899850666523, "loss_fcos_loc": 0.21550730639137328, "loss_mask": 0.29751863703131676, "loss_maskiou": 0.0071843920450191945, "loss_sem_seg": 0.31220464990474284, "lr": 0.01, "mask_rcnn/accuracy": 0.900219671201814, "mask_rcnn/false_negative": 0.08817500921152599, "mask_rcnn/false_positive": 0.14887654996420585, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7962578246369958, "total_loss": 1.7202524580206955} {"data_time": 0.015373055823147297, "eta_seconds": 150457.09633621946, "iteration": 77599, "loss_fcos_cls": 0.2861455020029098, "loss_fcos_ctr": 0.6226677009835839, "loss_fcos_loc": 0.20427159313112497, "loss_mask": 0.2881616158410907, "loss_maskiou": 0.007500450170482509, "loss_sem_seg": 0.32005067029967904, "lr": 0.01, "mask_rcnn/accuracy": 0.8611552313232986, "mask_rcnn/false_negative": 0.1056530058179044, "mask_rcnn/false_positive": 0.15108619960815764, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.25, "time": 0.795080098323524, "total_loss": 1.7429552125540795} {"data_time": 0.01758274808526039, "eta_seconds": 150427.6057450762, "iteration": 77619, "loss_fcos_cls": 0.27653372089844197, "loss_fcos_ctr": 0.6228631064295769, "loss_fcos_loc": 0.20887933997437358, "loss_mask": 0.2889843601733446, "loss_maskiou": 0.007145764771848917, "loss_sem_seg": 0.2794767164159566, "lr": 0.01, "mask_rcnn/accuracy": 0.882931449054859, "mask_rcnn/false_negative": 0.09857905562903468, "mask_rcnn/false_positive": 0.11917461776239031, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7787094218656421, "total_loss": 1.697637412849872} {"data_time": 0.016401607543230057, "eta_seconds": 150461.93758452404, "iteration": 77639, "loss_fcos_cls": 0.2809940336737782, "loss_fcos_ctr": 0.6231911643408239, "loss_fcos_loc": 0.21352034457959235, "loss_mask": 0.2745091747492552, "loss_maskiou": 0.006697523727780208, "loss_sem_seg": 0.3140111085958779, "lr": 0.01, "mask_rcnn/accuracy": 0.8747950340535744, "mask_rcnn/false_negative": 0.11629028167792035, "mask_rcnn/false_positive": 0.1475404365825348, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.794051899574697, "total_loss": 1.7030438988876995} {"data_time": 0.01799209974706173, "eta_seconds": 150471.18366611004, "iteration": 77659, "loss_fcos_cls": 0.28583802562206984, "loss_fcos_ctr": 0.6214637840166688, "loss_fcos_loc": 0.2094908533617854, "loss_mask": 0.29503881838172674, "loss_maskiou": 0.007474395213648677, "loss_sem_seg": 0.3243960733525455, "lr": 0.01, "mask_rcnn/accuracy": 0.8820044465154483, "mask_rcnn/false_negative": 0.0972086329568822, "mask_rcnn/false_positive": 0.13730491709757675, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7868675980716944, "total_loss": 1.7466809854086023} {"data_time": 0.016423125751316547, "eta_seconds": 150497.78150601313, "iteration": 77679, "loss_fcos_cls": 0.28186834044754505, "loss_fcos_ctr": 0.6277910936623812, "loss_fcos_loc": 0.21120525459991768, "loss_mask": 0.28659132216125727, "loss_maskiou": 0.006925609312020242, "loss_sem_seg": 0.3250018684193492, "lr": 0.01, "mask_rcnn/accuracy": 0.8685069136350192, "mask_rcnn/false_negative": 0.08195657437551532, "mask_rcnn/false_positive": 0.19672088885143096, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7835737457498908, "total_loss": 1.738537272249232} {"data_time": 0.01716749183833599, "eta_seconds": 150512.6162451133, "iteration": 77699, "loss_fcos_cls": 0.2723203911446035, "loss_fcos_ctr": 0.6226326860487461, "loss_fcos_loc": 0.21239095949567854, "loss_mask": 0.286674115806818, "loss_maskiou": 0.006798192342102993, "loss_sem_seg": 0.2910528061911464, "lr": 0.01, "mask_rcnn/accuracy": 0.8778233317136379, "mask_rcnn/false_negative": 0.10765562955774517, "mask_rcnn/false_positive": 0.1395503814422931, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7895603831857443, "total_loss": 1.7097270186786773} {"data_time": 0.01601232774555683, "eta_seconds": 150496.9623882696, "iteration": 77719, "loss_fcos_cls": 0.27963096112944186, "loss_fcos_ctr": 0.6246469276957214, "loss_fcos_loc": 0.21732980012893677, "loss_mask": 0.2778399884700775, "loss_maskiou": 0.007198155595688149, "loss_sem_seg": 0.31693877885118127, "lr": 0.01, "mask_rcnn/accuracy": 0.8641076832070621, "mask_rcnn/false_negative": 0.11724661136428771, "mask_rcnn/false_positive": 0.14953379490521623, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7863111337646842, "total_loss": 1.7608250631164992} {"data_time": 0.015183626674115658, "eta_seconds": 150584.33077242225, "iteration": 77739, "loss_fcos_cls": 0.2752297827973962, "loss_fcos_ctr": 0.6240210216492414, "loss_fcos_loc": 0.20823458000086248, "loss_mask": 0.3023016955703497, "loss_maskiou": 0.007808141250279732, "loss_sem_seg": 0.3356460118666291, "lr": 0.01, "mask_rcnn/accuracy": 0.8755406761013074, "mask_rcnn/false_negative": 0.09526210232578843, "mask_rcnn/false_positive": 0.1444647151824011, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7931824512779713, "total_loss": 1.7298329211771488} {"data_time": 0.01700192131102085, "eta_seconds": 150568.6661986634, "iteration": 77759, "loss_fcos_cls": 0.28655104083009064, "loss_fcos_ctr": 0.6253352826461196, "loss_fcos_loc": 0.2165896681835875, "loss_mask": 0.2861282229423523, "loss_maskiou": 0.00722871306061279, "loss_sem_seg": 0.32728790771216154, "lr": 0.01, "mask_rcnn/accuracy": 0.8619327943608599, "mask_rcnn/false_negative": 0.12056861924268872, "mask_rcnn/false_positive": 0.1415290313738523, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.7927170200273395, "total_loss": 1.7381867807125673} {"data_time": 0.01609654724597931, "eta_seconds": 150588.4532653466, "iteration": 77779, "loss_fcos_cls": 0.27233808673918247, "loss_fcos_ctr": 0.6240258463658392, "loss_fcos_loc": 0.2069798946613446, "loss_mask": 0.29815854132175446, "loss_maskiou": 0.007969134429004043, "loss_sem_seg": 0.30851534381508827, "lr": 0.01, "mask_rcnn/accuracy": 0.8833115226610124, "mask_rcnn/false_negative": 0.09475112074621403, "mask_rcnn/false_positive": 0.13966591814888285, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7899812450632453, "total_loss": 1.730310504528461} {"data_time": 0.016006283462047577, "eta_seconds": 150537.33705114573, "iteration": 77799, "loss_fcos_cls": 0.28441459278110415, "loss_fcos_ctr": 0.6229457822628319, "loss_fcos_loc": 0.20969353418331593, "loss_mask": 0.2930012922734022, "loss_maskiou": 0.0068410479434533045, "loss_sem_seg": 0.27726493775844574, "lr": 0.01, "mask_rcnn/accuracy": 0.8840594103705792, "mask_rcnn/false_negative": 0.0981668905218648, "mask_rcnn/false_positive": 0.1538224603956987, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7732500499114394, "total_loss": 1.6727311419381294} {"data_time": 0.015971515327692032, "eta_seconds": 150443.04635841865, "iteration": 77819, "loss_fcos_cls": 0.27970430441200733, "loss_fcos_ctr": 0.6262578014284372, "loss_fcos_loc": 0.22436460223980248, "loss_mask": 0.30728377867490053, "loss_maskiou": 0.007644804987648968, "loss_sem_seg": 0.3035101757850498, "lr": 0.01, "mask_rcnn/accuracy": 0.8842897845037339, "mask_rcnn/false_negative": 0.10638146289470987, "mask_rcnn/false_positive": 0.1275207369060249, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7760807750746608, "total_loss": 1.75870327258599} {"data_time": 0.015050123445689678, "eta_seconds": 150476.5202045357, "iteration": 77839, "loss_fcos_cls": 0.2831184477545321, "loss_fcos_ctr": 0.6217182409018278, "loss_fcos_loc": 0.21013564825989306, "loss_mask": 0.27711225766688585, "loss_maskiou": 0.007061709315166809, "loss_sem_seg": 0.3026239490136504, "lr": 0.01, "mask_rcnn/accuracy": 0.8598525847585998, "mask_rcnn/false_negative": 0.11339961538721405, "mask_rcnn/false_positive": 0.17031058059967874, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.7784834103658795, "total_loss": 1.7128682463990117} {"data_time": 0.014880680479109287, "eta_seconds": 150507.82484931126, "iteration": 77859, "loss_fcos_cls": 0.2831206237897277, "loss_fcos_ctr": 0.6258102161809802, "loss_fcos_loc": 0.22344233142212033, "loss_mask": 0.283346944488585, "loss_maskiou": 0.006972974384552799, "loss_sem_seg": 0.3065316192805767, "lr": 0.01, "mask_rcnn/accuracy": 0.8777295918367347, "mask_rcnn/false_negative": 0.08198253434538652, "mask_rcnn/false_positive": 0.1684894240193731, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7911469135433435, "total_loss": 1.7144000349508133} {"data_time": 0.015766186639666557, "eta_seconds": 150576.23804487567, "iteration": 77879, "loss_fcos_cls": 0.28051973110996187, "loss_fcos_ctr": 0.6244040858000517, "loss_fcos_loc": 0.21064693620428443, "loss_mask": 0.289002338424325, "loss_maskiou": 0.007356333313509822, "loss_sem_seg": 0.3259201184846461, "lr": 0.01, "mask_rcnn/accuracy": 0.8888513218870362, "mask_rcnn/false_negative": 0.0997297683928082, "mask_rcnn/false_positive": 0.13966440489120902, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7990235723555088, "total_loss": 1.7399199413921451} {"data_time": 0.016464254818856716, "eta_seconds": 150380.42079341132, "iteration": 77899, "loss_fcos_cls": 0.2725266362540424, "loss_fcos_ctr": 0.6218196549452841, "loss_fcos_loc": 0.2168465256690979, "loss_mask": 0.30263254418969154, "loss_maskiou": 0.0070822920388309285, "loss_sem_seg": 0.3047222231980413, "lr": 0.01, "mask_rcnn/accuracy": 0.8665526953391307, "mask_rcnn/false_negative": 0.10797306750968239, "mask_rcnn/false_positive": 0.17831641632588852, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7741866232827306, "total_loss": 1.7224438405391993} {"data_time": 0.015676576644182205, "eta_seconds": 150324.01250889525, "iteration": 77919, "loss_fcos_cls": 0.27704137889668345, "loss_fcos_ctr": 0.6247914712876081, "loss_fcos_loc": 0.21555356227327138, "loss_mask": 0.2927758861333132, "loss_maskiou": 0.006850302743259817, "loss_sem_seg": 0.32210378907620907, "lr": 0.01, "mask_rcnn/accuracy": 0.8733269557823129, "mask_rcnn/false_negative": 0.09466136805764008, "mask_rcnn/false_positive": 0.16143295353521683, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.25, "time": 0.7766491267830133, "total_loss": 1.7196900404815096} {"data_time": 0.01685683149844408, "eta_seconds": 150324.7699629888, "iteration": 77939, "loss_fcos_cls": 0.2734957018401474, "loss_fcos_ctr": 0.6215990968048573, "loss_fcos_loc": 0.20962324808351696, "loss_mask": 0.29170514829456806, "loss_maskiou": 0.006817962712375447, "loss_sem_seg": 0.32119076047092676, "lr": 0.01, "mask_rcnn/accuracy": 0.8693968658892128, "mask_rcnn/false_negative": 0.12550084519455076, "mask_rcnn/false_positive": 0.13945543048208103, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.25, "time": 0.7729141730815172, "total_loss": 1.7089282333035953} {"data_time": 0.01553218625485897, "eta_seconds": 150309.11610614508, "iteration": 77959, "loss_fcos_cls": 0.2835649820044637, "loss_fcos_ctr": 0.6241702456027269, "loss_fcos_loc": 0.21733849379234016, "loss_mask": 0.2893941607326269, "loss_maskiou": 0.006758529649232514, "loss_sem_seg": 0.35422562155872583, "lr": 0.01, "mask_rcnn/accuracy": 0.8789039195380304, "mask_rcnn/false_negative": 0.08454770230028902, "mask_rcnn/false_positive": 0.14561865798455126, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7836542995646596, "total_loss": 1.7679359677567845} {"data_time": 0.014910956844687462, "eta_seconds": 150236.22354998533, "iteration": 77979, "loss_fcos_cls": 0.27425936283543706, "loss_fcos_ctr": 0.6259348355233669, "loss_fcos_loc": 0.22074901079759002, "loss_mask": 0.298040053807199, "loss_maskiou": 0.007320664226426743, "loss_sem_seg": 0.3079403191804886, "lr": 0.01, "mask_rcnn/accuracy": 0.8727804045634535, "mask_rcnn/false_negative": 0.10095319837311638, "mask_rcnn/false_positive": 0.1749905922824133, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7694547846913338, "total_loss": 1.7310631794243818} {"data_time": 0.015461277216672897, "eta_seconds": 150324.11893925257, "iteration": 77999, "loss_fcos_cls": 0.29506547283381224, "loss_fcos_ctr": 0.6245614234358072, "loss_fcos_loc": 0.21248258952982724, "loss_mask": 0.3012543637305498, "loss_maskiou": 0.00728959174011834, "loss_sem_seg": 0.32893962087109685, "lr": 0.01, "mask_rcnn/accuracy": 0.8584220626312462, "mask_rcnn/false_negative": 0.09976392170473489, "mask_rcnn/false_positive": 0.17393637219412433, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.8023144127801061, "total_loss": 1.7608920700949966} {"data_time": 0.01706634182482958, "eta_seconds": 150401.26444637403, "iteration": 78019, "loss_fcos_cls": 0.2739119050092995, "loss_fcos_ctr": 0.6245309328660369, "loss_fcos_loc": 0.21942629100522026, "loss_mask": 0.2970509612932801, "loss_maskiou": 0.006488323604571633, "loss_sem_seg": 0.3144524204544723, "lr": 0.01, "mask_rcnn/accuracy": 0.8789101004892117, "mask_rcnn/false_negative": 0.10736946408207212, "mask_rcnn/false_positive": 0.1427762447168634, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 28.0, "time": 0.7905234741047025, "total_loss": 1.763013561576372} {"data_time": 0.016722360625863075, "eta_seconds": 150295.75605641305, "iteration": 78039, "loss_fcos_cls": 0.2682627085596323, "loss_fcos_ctr": 0.6218599202111363, "loss_fcos_loc": 0.20157779520377517, "loss_mask": 0.28724378626793623, "loss_maskiou": 0.00639748340472579, "loss_sem_seg": 0.3018718115054071, "lr": 0.01, "mask_rcnn/accuracy": 0.856976526874486, "mask_rcnn/false_negative": 0.10083414830343804, "mask_rcnn/false_positive": 0.14944405671125024, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.75, "time": 0.7658404568210244, "total_loss": 1.7295718567875156} {"data_time": 0.01674925535917282, "eta_seconds": 150214.4474725239, "iteration": 78059, "loss_fcos_cls": 0.29019722901284695, "loss_fcos_ctr": 0.6241258031222969, "loss_fcos_loc": 0.2237080167979002, "loss_mask": 0.2843234743922949, "loss_maskiou": 0.006199648749316111, "loss_sem_seg": 0.3398057445883751, "lr": 0.01, "mask_rcnn/accuracy": 0.8720047007567071, "mask_rcnn/false_negative": 0.10949991712714377, "mask_rcnn/false_positive": 0.15448514635954202, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.75, "time": 0.7677689399570227, "total_loss": 1.7600890865724068} {"data_time": 0.016735966317355633, "eta_seconds": 150255.27602699865, "iteration": 78079, "loss_fcos_cls": 0.27609387412667274, "loss_fcos_ctr": 0.6240202724002302, "loss_fcos_loc": 0.21818845625966787, "loss_mask": 0.2940524835139513, "loss_maskiou": 0.007230699637148064, "loss_sem_seg": 0.32154351472854614, "lr": 0.01, "mask_rcnn/accuracy": 0.8499129730017008, "mask_rcnn/false_negative": 0.10480582358119836, "mask_rcnn/false_positive": 0.19016578944711493, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7786410385742784, "total_loss": 1.7330646584086935} {"data_time": 0.015590976923704147, "eta_seconds": 150248.7790904492, "iteration": 78099, "loss_fcos_cls": 0.2770153102464974, "loss_fcos_ctr": 0.622666432755068, "loss_fcos_loc": 0.21346338256262243, "loss_mask": 0.2945319954305887, "loss_maskiou": 0.007234839766169898, "loss_sem_seg": 0.30323060089722276, "lr": 0.01, "mask_rcnn/accuracy": 0.8907179546529036, "mask_rcnn/false_negative": 0.0889177047171312, "mask_rcnn/false_positive": 0.15863739282408884, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7932695467025042, "total_loss": 1.7633860823698342} {"data_time": 0.015455706976354122, "eta_seconds": 150233.1201017946, "iteration": 78119, "loss_fcos_cls": 0.2904518006835133, "loss_fcos_ctr": 0.6237955756951123, "loss_fcos_loc": 0.21842841897159815, "loss_mask": 0.2860101107507944, "loss_maskiou": 0.006786427184124477, "loss_sem_seg": 0.24890716560184956, "lr": 0.01, "mask_rcnn/accuracy": 0.8649189939133548, "mask_rcnn/false_negative": 0.10764233147658644, "mask_rcnn/false_positive": 0.16131184383127928, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 44.0, "time": 0.7762604188174009, "total_loss": 1.6899677764449734} {"data_time": 0.016233270056545734, "eta_seconds": 150214.50817341544, "iteration": 78139, "loss_fcos_cls": 0.27039116562809795, "loss_fcos_ctr": 0.6212459225207567, "loss_fcos_loc": 0.20767661568243057, "loss_mask": 0.27350409887731075, "loss_maskiou": 0.007032428402453661, "loss_sem_seg": 0.26629920420236886, "lr": 0.01, "mask_rcnn/accuracy": 0.876259931152424, "mask_rcnn/false_negative": 0.09646037913957886, "mask_rcnn/false_positive": 0.14556520515152588, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.25, "time": 0.7821732396259904, "total_loss": 1.6562949232611572} {"data_time": 0.018623470328748226, "eta_seconds": 150192.6438914733, "iteration": 78159, "loss_fcos_cls": 0.2762725558131933, "loss_fcos_ctr": 0.6263662045821548, "loss_fcos_loc": 0.22696920135058463, "loss_mask": 0.28335379902273417, "loss_maskiou": 0.006741384946508333, "loss_sem_seg": 0.3152332338504493, "lr": 0.01, "mask_rcnn/accuracy": 0.8624998386451355, "mask_rcnn/false_negative": 0.10323852689960153, "mask_rcnn/false_positive": 0.166472883905398, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7776464698836207, "total_loss": 1.7218882733868668} {"data_time": 0.01556784100830555, "eta_seconds": 150148.9475325169, "iteration": 78179, "loss_fcos_cls": 0.28384048014413565, "loss_fcos_ctr": 0.6238507209345698, "loss_fcos_loc": 0.21561758359894156, "loss_mask": 0.29051231499761343, "loss_maskiou": 0.006984905514400452, "loss_sem_seg": 0.3331814003176987, "lr": 0.01, "mask_rcnn/accuracy": 0.8770157824058585, "mask_rcnn/false_negative": 0.09781735615742905, "mask_rcnn/false_positive": 0.13796621014680005, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.779517694376409, "total_loss": 1.7393536797171691} {"data_time": 0.014984067529439926, "eta_seconds": 150169.91950216796, "iteration": 78199, "loss_fcos_cls": 0.28162127221003175, "loss_fcos_ctr": 0.6217482974752784, "loss_fcos_loc": 0.20522041572257876, "loss_mask": 0.29142418783158064, "loss_maskiou": 0.007836834018235095, "loss_sem_seg": 0.2929515549913049, "lr": 0.01, "mask_rcnn/accuracy": 0.8782277494331066, "mask_rcnn/false_negative": 0.08790522834146212, "mask_rcnn/false_positive": 0.16455977296261726, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.0, "time": 0.7810145989060402, "total_loss": 1.7191671727050561} {"data_time": 0.016318230889737606, "eta_seconds": 150225.82976785675, "iteration": 78219, "loss_fcos_cls": 0.2794422139413655, "loss_fcos_ctr": 0.6227981001138687, "loss_fcos_loc": 0.21015679079573601, "loss_mask": 0.2859134078025818, "loss_maskiou": 0.007155623941798694, "loss_sem_seg": 0.3125176168978214, "lr": 0.01, "mask_rcnn/accuracy": 0.8847162136744099, "mask_rcnn/false_negative": 0.08790841709891542, "mask_rcnn/false_positive": 0.17571324897381116, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.0, "time": 0.793777990154922, "total_loss": 1.7031268013815861} {"data_time": 0.016290067695081234, "eta_seconds": 150210.1633744426, "iteration": 78239, "loss_fcos_cls": 0.281615998595953, "loss_fcos_ctr": 0.6212608898058534, "loss_fcos_loc": 0.2085673282854259, "loss_mask": 0.2960264990106225, "loss_maskiou": 0.00658621262118686, "loss_sem_seg": 0.3059833110310137, "lr": 0.01, "mask_rcnn/accuracy": 0.8785160630186141, "mask_rcnn/false_negative": 0.09802511246681797, "mask_rcnn/false_positive": 0.1538943013466193, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.0, "time": 0.7820993112400174, "total_loss": 1.7366708804038353} {"data_time": 0.015993792563676834, "eta_seconds": 150213.24425965175, "iteration": 78259, "loss_fcos_cls": 0.2906830369029194, "loss_fcos_ctr": 0.6231310991570354, "loss_fcos_loc": 0.21181521727703512, "loss_mask": 0.2945311265066266, "loss_maskiou": 0.0071320954884868115, "loss_sem_seg": 0.3245545164681971, "lr": 0.01, "mask_rcnn/accuracy": 0.8672268384249952, "mask_rcnn/false_negative": 0.09452907860338541, "mask_rcnn/false_positive": 0.1821566423141987, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7750127334147692, "total_loss": 1.730276101428899} {"data_time": 0.014927503652870655, "eta_seconds": 150232.77552944887, "iteration": 78279, "loss_fcos_cls": 0.2835649191401899, "loss_fcos_ctr": 0.6237107068300247, "loss_fcos_loc": 0.21678840660024434, "loss_mask": 0.28705630684271455, "loss_maskiou": 0.0070154774584807456, "loss_sem_seg": 0.34019701182842255, "lr": 0.01, "mask_rcnn/accuracy": 0.8723865905057675, "mask_rcnn/false_negative": 0.11229037195717079, "mask_rcnn/false_positive": 0.14828646965608583, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.0, "time": 0.7984430612996221, "total_loss": 1.779801049588059} {"data_time": 0.016027282923460007, "eta_seconds": 150181.9075618647, "iteration": 78299, "loss_fcos_cls": 0.2860293542034924, "loss_fcos_ctr": 0.621637444011867, "loss_fcos_loc": 0.209371937206015, "loss_mask": 0.2845907788723707, "loss_maskiou": 0.007182989313150756, "loss_sem_seg": 0.3352974052540958, "lr": 0.01, "mask_rcnn/accuracy": 0.8775413133289847, "mask_rcnn/false_negative": 0.0946476377566231, "mask_rcnn/false_positive": 0.15363300870663965, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7802009591832757, "total_loss": 1.7437671436782693} {"data_time": 0.01764724124222994, "eta_seconds": 150201.4314877363, "iteration": 78319, "loss_fcos_cls": 0.2746448868419975, "loss_fcos_ctr": 0.6216692486777902, "loss_fcos_loc": 0.19809957419056445, "loss_mask": 0.28391531202942133, "loss_maskiou": 0.006632419983361615, "loss_sem_seg": 0.3383830850943923, "lr": 0.01, "mask_rcnn/accuracy": 0.877740396285957, "mask_rcnn/false_negative": 0.10689388392662291, "mask_rcnn/false_positive": 0.1311599684108748, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.789077777415514, "total_loss": 1.723626832892478} {"data_time": 0.016127032227814198, "eta_seconds": 150243.86866859905, "iteration": 78339, "loss_fcos_cls": 0.2956539068836719, "loss_fcos_ctr": 0.62465790938586, "loss_fcos_loc": 0.2113458834355697, "loss_mask": 0.29820966348052025, "loss_maskiou": 0.007609364693053067, "loss_sem_seg": 0.3199012940749526, "lr": 0.01, "mask_rcnn/accuracy": 0.8603510425909495, "mask_rcnn/false_negative": 0.11450542208209281, "mask_rcnn/false_positive": 0.14070552669561998, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7797307530418038, "total_loss": 1.7755049672632595} {"data_time": 0.016802247613668442, "eta_seconds": 150301.42075957544, "iteration": 78359, "loss_fcos_cls": 0.28675013821339235, "loss_fcos_ctr": 0.625249033793807, "loss_fcos_loc": 0.2155456900363788, "loss_mask": 0.28648805897682905, "loss_maskiou": 0.006987943110289052, "loss_sem_seg": 0.2873133225366473, "lr": 0.01, "mask_rcnn/accuracy": 0.8693382965431071, "mask_rcnn/false_negative": 0.10111992070161806, "mask_rcnn/false_positive": 0.14498776024794147, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7924492983147502, "total_loss": 1.7376067015429726} {"data_time": 0.015625832602381706, "eta_seconds": 150194.79400267173, "iteration": 78379, "loss_fcos_cls": 0.27184497099369764, "loss_fcos_ctr": 0.6221001977100968, "loss_fcos_loc": 0.2041657742811367, "loss_mask": 0.29413763247430325, "loss_maskiou": 0.007227155510918237, "loss_sem_seg": 0.2926484760828316, "lr": 0.01, "mask_rcnn/accuracy": 0.8673961941977113, "mask_rcnn/false_negative": 0.08955408036330087, "mask_rcnn/false_positive": 0.16264074087530833, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 41.0, "time": 0.7763892617076635, "total_loss": 1.7140761103946716} {"data_time": 0.014982174150645733, "eta_seconds": 150158.41417373065, "iteration": 78399, "loss_fcos_cls": 0.28392802458256483, "loss_fcos_ctr": 0.626227873377502, "loss_fcos_loc": 0.2219988023280166, "loss_mask": 0.2973133148625493, "loss_maskiou": 0.0073866609018296, "loss_sem_seg": 0.28607361018657684, "lr": 0.01, "mask_rcnn/accuracy": 0.8653424026139973, "mask_rcnn/false_negative": 0.10176239292880765, "mask_rcnn/false_positive": 0.16354612315625922, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7816258519887924, "total_loss": 1.7209286141442135} {"data_time": 0.016260388307273388, "eta_seconds": 150007.04262315668, "iteration": 78419, "loss_fcos_cls": 0.2831897526048124, "loss_fcos_ctr": 0.6216101963073015, "loss_fcos_loc": 0.21312144689727575, "loss_mask": 0.28347549866884947, "loss_maskiou": 0.007260671962285414, "loss_sem_seg": 0.3073683809489012, "lr": 0.01, "mask_rcnn/accuracy": 0.8747541185148758, "mask_rcnn/false_negative": 0.10447653528746972, "mask_rcnn/false_positive": 0.13464005330767415, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.5, "time": 0.7756173089146614, "total_loss": 1.7141853029534104} {"data_time": 0.01609894260764122, "eta_seconds": 149982.01234485116, "iteration": 78439, "loss_fcos_cls": 0.2850392429390922, "loss_fcos_ctr": 0.619722668081522, "loss_fcos_loc": 0.2067423986736685, "loss_mask": 0.27993739070370793, "loss_maskiou": 0.007055184192722663, "loss_sem_seg": 0.35114305652678013, "lr": 0.01, "mask_rcnn/accuracy": 0.8806608146730914, "mask_rcnn/false_negative": 0.08622047659958029, "mask_rcnn/false_positive": 0.14642136513279086, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 39.75, "time": 0.7798413839191198, "total_loss": 1.7692447633307893} {"data_time": 0.01642176415771246, "eta_seconds": 149991.09971958585, "iteration": 78459, "loss_fcos_cls": 0.2991587936412543, "loss_fcos_ctr": 0.6255901455879211, "loss_fcos_loc": 0.21839099982753396, "loss_mask": 0.29075302090495825, "loss_maskiou": 0.007667235913686454, "loss_sem_seg": 0.34631509985774755, "lr": 0.01, "mask_rcnn/accuracy": 0.8747892971261197, "mask_rcnn/false_negative": 0.09671188623891326, "mask_rcnn/false_positive": 0.1443165859312761, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.25, "time": 0.7958228113129735, "total_loss": 1.7815560288509005} {"data_time": 0.015088756568729877, "eta_seconds": 149950.69448529836, "iteration": 78479, "loss_fcos_cls": 0.2737209426704794, "loss_fcos_ctr": 0.6233544172719121, "loss_fcos_loc": 0.20959686674177647, "loss_mask": 0.272292741574347, "loss_maskiou": 0.0070686589169781655, "loss_sem_seg": 0.305203243624419, "lr": 0.01, "mask_rcnn/accuracy": 0.8871123124574505, "mask_rcnn/false_negative": 0.09190932444979583, "mask_rcnn/false_positive": 0.1472181240539649, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.779321282170713, "total_loss": 1.7148292389319977} {"data_time": 0.01775993127375841, "eta_seconds": 149991.92377958633, "iteration": 78499, "loss_fcos_cls": 0.2903677192516625, "loss_fcos_ctr": 0.6273949751630425, "loss_fcos_loc": 0.22814218886196613, "loss_mask": 0.2811880959197879, "loss_maskiou": 0.006591264231246896, "loss_sem_seg": 0.3324095821008086, "lr": 0.01, "mask_rcnn/accuracy": 0.8949626892809868, "mask_rcnn/false_negative": 0.09995715307233242, "mask_rcnn/false_positive": 0.12049420997018703, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7932578641921282, "total_loss": 1.821928372432012} {"data_time": 0.017755835317075253, "eta_seconds": 149944.11517850496, "iteration": 78519, "loss_fcos_cls": 0.2789743954781443, "loss_fcos_ctr": 0.6219434142112732, "loss_fcos_loc": 0.21146258525550365, "loss_mask": 0.2813217956572771, "loss_maskiou": 0.0062489209667546675, "loss_sem_seg": 0.32815368426963687, "lr": 0.01, "mask_rcnn/accuracy": 0.8679087259903961, "mask_rcnn/false_negative": 0.10207256269360263, "mask_rcnn/false_positive": 0.15168444955917526, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.5, "time": 0.769230330362916, "total_loss": 1.7247881365037756} {"data_time": 0.016649918630719185, "eta_seconds": 150008.03785498627, "iteration": 78539, "loss_fcos_cls": 0.2751133576966822, "loss_fcos_ctr": 0.6249714605510235, "loss_fcos_loc": 0.21251310571096838, "loss_mask": 0.28868383448570967, "loss_maskiou": 0.00617700167640578, "loss_sem_seg": 0.2933571198955178, "lr": 0.01, "mask_rcnn/accuracy": 0.8726944944644525, "mask_rcnn/false_negative": 0.10600809082336055, "mask_rcnn/false_positive": 0.15747540705071392, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.75, "time": 0.7787916753441095, "total_loss": 1.723644126963336} {"data_time": 0.01510671991854906, "eta_seconds": 150013.3672374608, "iteration": 78559, "loss_fcos_cls": 0.2649332960136235, "loss_fcos_ctr": 0.6250950945541263, "loss_fcos_loc": 0.21966114803217351, "loss_mask": 0.29366709385067225, "loss_maskiou": 0.006665977205557283, "loss_sem_seg": 0.2966991844587028, "lr": 0.01, "mask_rcnn/accuracy": 0.8830196619464112, "mask_rcnn/false_negative": 0.09673275859491173, "mask_rcnn/false_positive": 0.17181235500322717, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7934781508520246, "total_loss": 1.7173369685333455} {"data_time": 0.01756045687943697, "eta_seconds": 149881.76335840859, "iteration": 78579, "loss_fcos_cls": 0.28425726387649775, "loss_fcos_ctr": 0.6230245241895318, "loss_fcos_loc": 0.20749030413571745, "loss_mask": 0.2917167954146862, "loss_maskiou": 0.007175482896855101, "loss_sem_seg": 0.349208555649966, "lr": 0.01, "mask_rcnn/accuracy": 0.8632311103171344, "mask_rcnn/false_negative": 0.11576718102125672, "mask_rcnn/false_positive": 0.17005203360036586, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 41.5, "time": 0.7659305389970541, "total_loss": 1.7546745131257921} {"data_time": 0.01969791203737259, "eta_seconds": 149881.46912373044, "iteration": 78599, "loss_fcos_cls": 0.2728303335607052, "loss_fcos_ctr": 0.6232947567477822, "loss_fcos_loc": 0.206939110532403, "loss_mask": 0.2670762063935399, "loss_maskiou": 0.006148687083623372, "loss_sem_seg": 0.3367891563102603, "lr": 0.01, "mask_rcnn/accuracy": 0.8556175910731265, "mask_rcnn/false_negative": 0.10801221297309499, "mask_rcnn/false_positive": 0.17446509087191425, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7887370251119137, "total_loss": 1.7342545884021092} {"data_time": 0.01648890972137451, "eta_seconds": 149865.8076100368, "iteration": 78619, "loss_fcos_cls": 0.28159067360684276, "loss_fcos_ctr": 0.6213062899187207, "loss_fcos_loc": 0.20654880959773436, "loss_mask": 0.2913051759824157, "loss_maskiou": 0.007405943164485507, "loss_sem_seg": 0.3044472364708781, "lr": 0.01, "mask_rcnn/accuracy": 0.871787464246491, "mask_rcnn/false_negative": 0.1012083374361145, "mask_rcnn/false_positive": 0.1557849147639359, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7791124489158392, "total_loss": 1.7165182720054872} {"data_time": 0.01483121421188116, "eta_seconds": 149794.45342821814, "iteration": 78639, "loss_fcos_cls": 0.27486331202089787, "loss_fcos_ctr": 0.6239054333418608, "loss_fcos_loc": 0.2152143009006977, "loss_mask": 0.2953775553032756, "loss_maskiou": 0.007059367264446337, "loss_sem_seg": 0.2716795685701072, "lr": 0.01, "mask_rcnn/accuracy": 0.8696322278911565, "mask_rcnn/false_negative": 0.09408844610739009, "mask_rcnn/false_positive": 0.15384015916633464, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.0, "time": 0.7820071987807751, "total_loss": 1.6960300398641266} {"data_time": 0.016821798868477345, "eta_seconds": 149672.3147446392, "iteration": 78659, "loss_fcos_cls": 0.28637655987404287, "loss_fcos_ctr": 0.6223937692120671, "loss_fcos_loc": 0.20404727151617408, "loss_mask": 0.2723586456850171, "loss_maskiou": 0.006392078008502722, "loss_sem_seg": 0.33135552518069744, "lr": 0.01, "mask_rcnn/accuracy": 0.873740236835475, "mask_rcnn/false_negative": 0.09794978332061555, "mask_rcnn/false_positive": 0.15255905576561654, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.5, "time": 0.7815229203552008, "total_loss": 1.735730121305096} {"data_time": 0.016422503627836704, "eta_seconds": 149616.40827509668, "iteration": 78679, "loss_fcos_cls": 0.27303203754127026, "loss_fcos_ctr": 0.6247933637350798, "loss_fcos_loc": 0.21693628025241196, "loss_mask": 0.29420466255396605, "loss_maskiou": 0.007302449448616244, "loss_sem_seg": 0.3599336137995124, "lr": 0.01, "mask_rcnn/accuracy": 0.8498682669789227, "mask_rcnn/false_negative": 0.12423701076460375, "mask_rcnn/false_positive": 0.15510705295850824, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.0, "time": 0.7831939933821559, "total_loss": 1.7754294328187825} {"data_time": 0.01591137144714594, "eta_seconds": 149586.38892472163, "iteration": 78699, "loss_fcos_cls": 0.28344836086034775, "loss_fcos_ctr": 0.6233462523669004, "loss_fcos_loc": 0.21745561948046088, "loss_mask": 0.2979466039687395, "loss_maskiou": 0.008037807769142091, "loss_sem_seg": 0.33157939463853836, "lr": 0.01, "mask_rcnn/accuracy": 0.8722771213748657, "mask_rcnn/false_negative": 0.11109491771190563, "mask_rcnn/false_positive": 0.15082279171242235, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7821655301377177, "total_loss": 1.75397548021283} {"data_time": 0.015840524807572365, "eta_seconds": 149534.92489630543, "iteration": 78719, "loss_fcos_cls": 0.2791884648613632, "loss_fcos_ctr": 0.6236646389588714, "loss_fcos_loc": 0.21327400687732734, "loss_mask": 0.28318633418530226, "loss_maskiou": 0.0074551430298015475, "loss_sem_seg": 0.33291106624528766, "lr": 0.01, "mask_rcnn/accuracy": 0.8585256247745157, "mask_rcnn/false_negative": 0.10047991707825349, "mask_rcnn/false_positive": 0.1665983270511356, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.0, "time": 0.7837541569024324, "total_loss": 1.7112038047926035} {"data_time": 0.017724020406603813, "eta_seconds": 149519.28979141824, "iteration": 78739, "loss_fcos_cls": 0.2875361293554306, "loss_fcos_ctr": 0.6246540280990303, "loss_fcos_loc": 0.21609663707204163, "loss_mask": 0.2886451752856374, "loss_maskiou": 0.007632608510903083, "loss_sem_seg": 0.31851218407973647, "lr": 0.01, "mask_rcnn/accuracy": 0.8730910293410293, "mask_rcnn/false_negative": 0.11291185927415448, "mask_rcnn/false_positive": 0.1295773294828268, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.5, "time": 0.7839381042867899, "total_loss": 1.752112330577802} {"data_time": 0.01683830376714468, "eta_seconds": 149503.65468653105, "iteration": 78759, "loss_fcos_cls": 0.2698939563706517, "loss_fcos_ctr": 0.6220527738332748, "loss_fcos_loc": 0.21486915787681937, "loss_mask": 0.28804475627839565, "loss_maskiou": 0.00653174142644275, "loss_sem_seg": 0.30626531480811536, "lr": 0.01, "mask_rcnn/accuracy": 0.8582617887580565, "mask_rcnn/false_negative": 0.12273376622685189, "mask_rcnn/false_positive": 0.17674932017033723, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7935907933861017, "total_loss": 1.7218443773745093} {"data_time": 0.01754811219871044, "eta_seconds": 149488.01958164386, "iteration": 78779, "loss_fcos_cls": 0.262853289488703, "loss_fcos_ctr": 0.6215432556346059, "loss_fcos_loc": 0.1999387969262898, "loss_mask": 0.2878129594027996, "loss_maskiou": 0.006481096526840702, "loss_sem_seg": 0.29357583820819855, "lr": 0.01, "mask_rcnn/accuracy": 0.8699211502782931, "mask_rcnn/false_negative": 0.10438414012608013, "mask_rcnn/false_positive": 0.14051794317308453, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.0, "time": 0.7855194564908743, "total_loss": 1.6741349198564421} {"data_time": 0.0159778855741024, "eta_seconds": 149493.26227134746, "iteration": 78799, "loss_fcos_cls": 0.28650695364922285, "loss_fcos_ctr": 0.6261364165693521, "loss_fcos_loc": 0.22347435459960252, "loss_mask": 0.2898870222270489, "loss_maskiou": 0.007513733704399783, "loss_sem_seg": 0.3231422808021307, "lr": 0.01, "mask_rcnn/accuracy": 0.8726840767180599, "mask_rcnn/false_negative": 0.09723320001896964, "mask_rcnn/false_positive": 0.15099406871704713, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.0, "time": 0.7880732389166951, "total_loss": 1.7564934724214254} {"data_time": 0.015880770981311798, "eta_seconds": 149477.62498260196, "iteration": 78819, "loss_fcos_cls": 0.28723073517903686, "loss_fcos_ctr": 0.6250788001343608, "loss_fcos_loc": 0.2209649047581479, "loss_mask": 0.29999820701777935, "loss_maskiou": 0.007092505882610567, "loss_sem_seg": 0.3089256100356579, "lr": 0.01, "mask_rcnn/accuracy": 0.87046858216971, "mask_rcnn/false_negative": 0.0944754243281754, "mask_rcnn/false_positive": 0.16064232610608162, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7690199986100197, "total_loss": 1.7710045821149834} {"data_time": 0.016113745979964733, "eta_seconds": 149491.28544318583, "iteration": 78839, "loss_fcos_cls": 0.2780880401842296, "loss_fcos_ctr": 0.6209759321063757, "loss_fcos_loc": 0.20367893599905074, "loss_mask": 0.2795350179076195, "loss_maskiou": 0.006725691047904547, "loss_sem_seg": 0.32294139079749584, "lr": 0.01, "mask_rcnn/accuracy": 0.8694613091138095, "mask_rcnn/false_negative": 0.10248422004946064, "mask_rcnn/false_positive": 0.14335797356614594, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7852625381201506, "total_loss": 1.7238266802596627} {"data_time": 0.017902672290802002, "eta_seconds": 149446.35040511098, "iteration": 78859, "loss_fcos_cls": 0.28305750514846295, "loss_fcos_ctr": 0.6264255382120609, "loss_fcos_loc": 0.22289886930957437, "loss_mask": 0.28762806951999664, "loss_maskiou": 0.006451544868468773, "loss_sem_seg": 0.2897089133039117, "lr": 0.01, "mask_rcnn/accuracy": 0.8943996203132416, "mask_rcnn/false_negative": 0.08438070256964518, "mask_rcnn/false_positive": 0.12261139003408002, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.0, "time": 0.774036887101829, "total_loss": 1.7133753687739954} {"data_time": 0.016854124143719673, "eta_seconds": 149389.41179852095, "iteration": 78879, "loss_fcos_cls": 0.28489334182813764, "loss_fcos_ctr": 0.6243213210254908, "loss_fcos_loc": 0.22209450043737888, "loss_mask": 0.2918130224570632, "loss_maskiou": 0.006917110244103242, "loss_sem_seg": 0.2904151105321944, "lr": 0.01, "mask_rcnn/accuracy": 0.8762608777277145, "mask_rcnn/false_negative": 0.10683272842954947, "mask_rcnn/false_positive": 0.1354484334068182, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.777398101054132, "total_loss": 1.7505136285326444} {"data_time": 0.014723582193255424, "eta_seconds": 149415.07582762, "iteration": 78899, "loss_fcos_cls": 0.27933964878320694, "loss_fcos_ctr": 0.6219774344936013, "loss_fcos_loc": 0.21105116605758667, "loss_mask": 0.2817705562338233, "loss_maskiou": 0.006669771348242648, "loss_sem_seg": 0.2962582365144044, "lr": 0.01, "mask_rcnn/accuracy": 0.8797616174848317, "mask_rcnn/false_negative": 0.09131116626996706, "mask_rcnn/false_positive": 0.149984709058486, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.791967710480094, "total_loss": 1.7153441214686609} {"data_time": 0.014639133587479591, "eta_seconds": 149382.91460016184, "iteration": 78919, "loss_fcos_cls": 0.29393338842783123, "loss_fcos_ctr": 0.6257025888189673, "loss_fcos_loc": 0.22095565538620576, "loss_mask": 0.28844519797712564, "loss_maskiou": 0.006830258687841706, "loss_sem_seg": 0.3275497299619019, "lr": 0.01, "mask_rcnn/accuracy": 0.8622836188046648, "mask_rcnn/false_negative": 0.117251602162626, "mask_rcnn/false_positive": 0.1492463313490898, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.75, "time": 0.7718903627246618, "total_loss": 1.7508681851322763} {"data_time": 0.01750717032700777, "eta_seconds": 149438.72438813467, "iteration": 78939, "loss_fcos_cls": 0.281839742558077, "loss_fcos_ctr": 0.6244807867333293, "loss_fcos_loc": 0.21555972122587264, "loss_mask": 0.2782148625701666, "loss_maskiou": 0.006984090636251494, "loss_sem_seg": 0.3027275186032057, "lr": 0.01, "mask_rcnn/accuracy": 0.8943221899729279, "mask_rcnn/false_negative": 0.09651060847433152, "mask_rcnn/false_positive": 0.11002265911759349, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.5, "time": 0.7887222329154611, "total_loss": 1.7276377089438029} {"data_time": 0.014993138611316681, "eta_seconds": 149397.4433192527, "iteration": 78959, "loss_fcos_cls": 0.27152412477880716, "loss_fcos_ctr": 0.624614360742271, "loss_fcos_loc": 0.21291529526934028, "loss_mask": 0.2909508319571614, "loss_maskiou": 0.006431145811802708, "loss_sem_seg": 0.340604311786592, "lr": 0.01, "mask_rcnn/accuracy": 0.8627929003409144, "mask_rcnn/false_negative": 0.112537926698103, "mask_rcnn/false_positive": 0.17406828533165708, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.25, "time": 0.7772430144250393, "total_loss": 1.7623635862983065} {"data_time": 0.014922869391739368, "eta_seconds": 149381.80296526384, "iteration": 78979, "loss_fcos_cls": 0.2750989063642919, "loss_fcos_ctr": 0.6232248279266059, "loss_fcos_loc": 0.20837116055190563, "loss_mask": 0.28343505319207907, "loss_maskiou": 0.0071094314771471545, "loss_sem_seg": 0.3219895288348198, "lr": 0.01, "mask_rcnn/accuracy": 0.8807733619763696, "mask_rcnn/false_negative": 0.11193909883331918, "mask_rcnn/false_positive": 0.1437582371169544, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.0, "time": 0.7681298814713955, "total_loss": 1.72146428861015} {"data_time": 0.017484149895608425, "eta_seconds": 149313.6382259773, "iteration": 78999, "loss_fcos_cls": 0.2817643224261701, "loss_fcos_ctr": 0.6233663819730282, "loss_fcos_loc": 0.21611151657998562, "loss_mask": 0.31133828684687614, "loss_maskiou": 0.007801465049851686, "loss_sem_seg": 0.32234871201217175, "lr": 0.01, "mask_rcnn/accuracy": 0.8492234105180534, "mask_rcnn/false_negative": 0.1222820086061516, "mask_rcnn/false_positive": 0.20444464278479763, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.25, "time": 0.7987205730751157, "total_loss": 1.750075867283158} {"data_time": 0.01588790863752365, "eta_seconds": 149256.73746618442, "iteration": 79019, "loss_fcos_cls": 0.27748215291649103, "loss_fcos_ctr": 0.6225545033812523, "loss_fcos_loc": 0.21547351847402751, "loss_mask": 0.2900033900514245, "loss_maskiou": 0.006719526289089117, "loss_sem_seg": 0.33184038382023573, "lr": 0.01, "mask_rcnn/accuracy": 0.8770706484648654, "mask_rcnn/false_negative": 0.11971963149883012, "mask_rcnn/false_positive": 0.13652991880404697, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.7708395877853036, "total_loss": 1.757164608250605} {"data_time": 0.01717954222112894, "eta_seconds": 149253.23676194437, "iteration": 79039, "loss_fcos_cls": 0.28585647779982537, "loss_fcos_ctr": 0.6193872597068548, "loss_fcos_loc": 0.2036410323344171, "loss_mask": 0.2717376556247473, "loss_maskiou": 0.007124932402803097, "loss_sem_seg": 0.321170839946717, "lr": 0.01, "mask_rcnn/accuracy": 0.885549033942159, "mask_rcnn/false_negative": 0.08404662394353116, "mask_rcnn/false_positive": 0.14187998261991758, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7696573594585061, "total_loss": 1.723397280995414} {"data_time": 0.015721295960247517, "eta_seconds": 149266.73366373125, "iteration": 79059, "loss_fcos_cls": 0.2805124348960817, "loss_fcos_ctr": 0.6272203968837857, "loss_fcos_loc": 0.21244796412065625, "loss_mask": 0.2896099886856973, "loss_maskiou": 0.006646123656537384, "loss_sem_seg": 0.31067303172312677, "lr": 0.01, "mask_rcnn/accuracy": 0.8550548300306038, "mask_rcnn/false_negative": 0.11481806149980177, "mask_rcnn/false_positive": 0.1592844717314812, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7906345101073384, "total_loss": 1.7588578160357429} {"data_time": 0.01972927711904049, "eta_seconds": 149251.09880964924, "iteration": 79079, "loss_fcos_cls": 0.28133204113692045, "loss_fcos_ctr": 0.6222147718071938, "loss_fcos_loc": 0.21252094127703458, "loss_mask": 0.28311195177957416, "loss_maskiou": 0.007854114432120696, "loss_sem_seg": 0.28541606292128563, "lr": 0.01, "mask_rcnn/accuracy": 0.8767578459955411, "mask_rcnn/false_negative": 0.09323474922812323, "mask_rcnn/false_positive": 0.13165490420466203, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7678586840629578, "total_loss": 1.6779290664126165} {"data_time": 0.01578730996698141, "eta_seconds": 149235.46395556722, "iteration": 79099, "loss_fcos_cls": 0.27649944880977273, "loss_fcos_ctr": 0.6220574942417443, "loss_fcos_loc": 0.21158839901909232, "loss_mask": 0.2819532291032374, "loss_maskiou": 0.006085355154937133, "loss_sem_seg": 0.29130446165800095, "lr": 0.01, "mask_rcnn/accuracy": 0.8904750558931438, "mask_rcnn/false_negative": 0.11728323570147176, "mask_rcnn/false_positive": 0.11704506049557524, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.79314193315804, "total_loss": 1.6806008061248576} {"data_time": 0.017104960046708584, "eta_seconds": 149257.97305994108, "iteration": 79119, "loss_fcos_cls": 0.2791099175810814, "loss_fcos_ctr": 0.6206024652346969, "loss_fcos_loc": 0.2134053005138412, "loss_mask": 0.2901243232190609, "loss_maskiou": 0.007089554361300543, "loss_sem_seg": 0.32451056665740907, "lr": 0.01, "mask_rcnn/accuracy": 0.8738416348464154, "mask_rcnn/false_negative": 0.10935451561522883, "mask_rcnn/false_positive": 0.14925931156685898, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.0, "time": 0.793522285297513, "total_loss": 1.7191288283975155} {"data_time": 0.01674829702824354, "eta_seconds": 149282.29400790203, "iteration": 79139, "loss_fcos_cls": 0.2941854876698926, "loss_fcos_ctr": 0.6225769338198006, "loss_fcos_loc": 0.21295411128085107, "loss_mask": 0.2798821604810655, "loss_maskiou": 0.006770774140022695, "loss_sem_seg": 0.32786772679537535, "lr": 0.01, "mask_rcnn/accuracy": 0.848564441243314, "mask_rcnn/false_negative": 0.12042187294973487, "mask_rcnn/false_positive": 0.1785535866220963, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.5, "time": 0.7983122114092112, "total_loss": 1.766389073272876} {"data_time": 0.016338838264346123, "eta_seconds": 149241.03977936413, "iteration": 79159, "loss_fcos_cls": 0.2909813802689314, "loss_fcos_ctr": 0.623689878731966, "loss_fcos_loc": 0.2219915499445051, "loss_mask": 0.2819160707294941, "loss_maskiou": 0.007335451984545216, "loss_sem_seg": 0.3304506978020072, "lr": 0.01, "mask_rcnn/accuracy": 0.8648505512344798, "mask_rcnn/false_negative": 0.10441757732797982, "mask_rcnn/false_positive": 0.15193612602872056, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 24.75, "time": 0.7722473191097379, "total_loss": 1.7790841136156814} {"data_time": 0.016752662137150764, "eta_seconds": 149304.73198308796, "iteration": 79179, "loss_fcos_cls": 0.276678086258471, "loss_fcos_ctr": 0.6210777293890715, "loss_fcos_loc": 0.20606651436537504, "loss_mask": 0.29298723861575127, "loss_maskiou": 0.0070268001582007855, "loss_sem_seg": 0.29540825681760907, "lr": 0.01, "mask_rcnn/accuracy": 0.8799401044027618, "mask_rcnn/false_negative": 0.09335315562521916, "mask_rcnn/false_positive": 0.1539264524147056, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.798199774697423, "total_loss": 1.6944385405658977} {"data_time": 0.01624155230820179, "eta_seconds": 149195.41765712574, "iteration": 79199, "loss_fcos_cls": 0.29587062494829297, "loss_fcos_ctr": 0.6238755010999739, "loss_fcos_loc": 0.21706361032556742, "loss_mask": 0.29126263316720724, "loss_maskiou": 0.006744635902578011, "loss_sem_seg": 0.31464350689202547, "lr": 0.01, "mask_rcnn/accuracy": 0.8901042175243303, "mask_rcnn/false_negative": 0.10085850481730087, "mask_rcnn/false_positive": 0.14134232870046418, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.5, "time": 0.7685981122776866, "total_loss": 1.7353714293421945} {"data_time": 0.0174014400690794, "eta_seconds": 149141.6548310751, "iteration": 79219, "loss_fcos_cls": 0.27138190949335694, "loss_fcos_ctr": 0.6235400452278554, "loss_fcos_loc": 0.20897458936087787, "loss_mask": 0.29050223529338837, "loss_maskiou": 0.006115570417023264, "loss_sem_seg": 0.28292784513905644, "lr": 0.01, "mask_rcnn/accuracy": 0.8822911460502568, "mask_rcnn/false_negative": 0.09790684865490465, "mask_rcnn/false_positive": 0.14280905310062286, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.75, "time": 0.7694035992026329, "total_loss": 1.6857345211938082} {"data_time": 0.01564980484545231, "eta_seconds": 149096.91873181053, "iteration": 79239, "loss_fcos_cls": 0.28391380957327783, "loss_fcos_ctr": 0.6245790012180805, "loss_fcos_loc": 0.214148661470972, "loss_mask": 0.2815331509336829, "loss_maskiou": 0.007533368414442521, "loss_sem_seg": 0.3054329724982381, "lr": 0.01, "mask_rcnn/accuracy": 0.8814174107142858, "mask_rcnn/false_negative": 0.0989869383080682, "mask_rcnn/false_positive": 0.1286790150337023, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.0, "time": 0.769537502899766, "total_loss": 1.7322949922527187} {"data_time": 0.01729471143335104, "eta_seconds": 149106.05209390167, "iteration": 79259, "loss_fcos_cls": 0.2869252869859338, "loss_fcos_ctr": 0.6239372100681067, "loss_fcos_loc": 0.21369037101976573, "loss_mask": 0.29570764396339655, "loss_maskiou": 0.007173959165811539, "loss_sem_seg": 0.32456672843545675, "lr": 0.01, "mask_rcnn/accuracy": 0.8890143277217089, "mask_rcnn/false_negative": 0.08709255135149388, "mask_rcnn/false_positive": 0.134914217204682, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.8023942448198795, "total_loss": 1.773443920261343} {"data_time": 0.01674686837941408, "eta_seconds": 149082.51401363686, "iteration": 79279, "loss_fcos_cls": 0.27335086301900446, "loss_fcos_ctr": 0.6249730088748038, "loss_fcos_loc": 0.21662022860255092, "loss_mask": 0.2955033974722028, "loss_maskiou": 0.00659344025189057, "loss_sem_seg": 0.3342134696431458, "lr": 0.01, "mask_rcnn/accuracy": 0.8654025896072715, "mask_rcnn/false_negative": 0.113896277975621, "mask_rcnn/false_positive": 0.17935230829655874, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7871038289740682, "total_loss": 1.7677978111532866} {"data_time": 0.017352030612528324, "eta_seconds": 149074.78329441044, "iteration": 79299, "loss_fcos_cls": 0.2795647345483303, "loss_fcos_ctr": 0.6230577994138002, "loss_fcos_loc": 0.2208101984579116, "loss_mask": 0.2945834989659488, "loss_maskiou": 0.007494729055906646, "loss_sem_seg": 0.2892925338819623, "lr": 0.01, "mask_rcnn/accuracy": 0.8566450089722923, "mask_rcnn/false_negative": 0.1149094113021993, "mask_rcnn/false_positive": 0.1984807380534198, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 30.5, "time": 0.7831715624779463, "total_loss": 1.757578542776173} {"data_time": 0.01639822218567133, "eta_seconds": 149034.391519757, "iteration": 79319, "loss_fcos_cls": 0.2772105382755399, "loss_fcos_ctr": 0.6190857356414199, "loss_fcos_loc": 0.2073170323856175, "loss_mask": 0.2903116773813963, "loss_maskiou": 0.006760250631486997, "loss_sem_seg": 0.3098887796513736, "lr": 0.01, "mask_rcnn/accuracy": 0.8716207430984626, "mask_rcnn/false_negative": 0.10579077522794572, "mask_rcnn/false_positive": 0.15319116860460386, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.781223245896399, "total_loss": 1.6804834415379446} {"data_time": 0.015648613683879375, "eta_seconds": 149029.85356354248, "iteration": 79339, "loss_fcos_cls": 0.2937222742475569, "loss_fcos_ctr": 0.6225428525358438, "loss_fcos_loc": 0.21967038605362177, "loss_mask": 0.2898577516898513, "loss_maskiou": 0.0068637371878139675, "loss_sem_seg": 0.31917060841806233, "lr": 0.01, "mask_rcnn/accuracy": 0.8732635667903526, "mask_rcnn/false_negative": 0.09868740307010863, "mask_rcnn/false_positive": 0.16099861585007802, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7961113480851054, "total_loss": 1.7492927185958251} {"data_time": 0.017376501113176346, "eta_seconds": 148985.70634513255, "iteration": 79359, "loss_fcos_cls": 0.2805304753128439, "loss_fcos_ctr": 0.6245513241738081, "loss_fcos_loc": 0.2040640717605129, "loss_mask": 0.27969853673130274, "loss_maskiou": 0.00673977289989125, "loss_sem_seg": 0.2893333858810365, "lr": 0.01, "mask_rcnn/accuracy": 0.8868455909691811, "mask_rcnn/false_negative": 0.08358929577617001, "mask_rcnn/false_positive": 0.1417863671381428, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.25, "time": 0.7736226823180914, "total_loss": 1.686801117626601} {"data_time": 0.016499380581080914, "eta_seconds": 148998.5876300661, "iteration": 79379, "loss_fcos_cls": 0.28166763205081224, "loss_fcos_ctr": 0.6232207762077451, "loss_fcos_loc": 0.21780397940892726, "loss_mask": 0.29554226994514465, "loss_maskiou": 0.007103546362486668, "loss_sem_seg": 0.31997973565012217, "lr": 0.01, "mask_rcnn/accuracy": 0.8706287689068302, "mask_rcnn/false_negative": 0.09600263062110602, "mask_rcnn/false_positive": 0.17421149172716496, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7866933308541775, "total_loss": 1.7541627785685705} {"data_time": 0.01654155645519495, "eta_seconds": 148988.71258809045, "iteration": 79399, "loss_fcos_cls": 0.2861043845769018, "loss_fcos_ctr": 0.6249620579183102, "loss_fcos_loc": 0.21051390888169408, "loss_mask": 0.29364892141893506, "loss_maskiou": 0.0068301942192192655, "loss_sem_seg": 0.3438346330076456, "lr": 0.01, "mask_rcnn/accuracy": 0.8815472915738825, "mask_rcnn/false_negative": 0.10635015633055107, "mask_rcnn/false_positive": 0.14616021975337637, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7969021471217275, "total_loss": 1.755750995449489} {"data_time": 0.015993492677807808, "eta_seconds": 148985.30629025493, "iteration": 79419, "loss_fcos_cls": 0.2844270698260516, "loss_fcos_ctr": 0.6256599966436625, "loss_fcos_loc": 0.21149848378263414, "loss_mask": 0.2896505855023861, "loss_maskiou": 0.006893417375977151, "loss_sem_seg": 0.3098806596826762, "lr": 0.01, "mask_rcnn/accuracy": 0.8792980434288743, "mask_rcnn/false_negative": 0.10973856573998889, "mask_rcnn/false_positive": 0.1456833926391531, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.0, "time": 0.7818284668028355, "total_loss": 1.73129521831288} {"data_time": 0.016046886332333088, "eta_seconds": 149007.75144867972, "iteration": 79439, "loss_fcos_cls": 0.2746120172087103, "loss_fcos_ctr": 0.6226555854082108, "loss_fcos_loc": 0.21694258064962924, "loss_mask": 0.282543589361012, "loss_maskiou": 0.006985992411500774, "loss_sem_seg": 0.3201294504106045, "lr": 0.01, "mask_rcnn/accuracy": 0.8868799058084773, "mask_rcnn/false_negative": 0.08465079422587937, "mask_rcnn/false_positive": 0.12281714694406354, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 27.0, "time": 0.795018533244729, "total_loss": 1.7372261711134342} {"data_time": 0.015706848353147507, "eta_seconds": 148978.88367259502, "iteration": 79459, "loss_fcos_cls": 0.27950670127756894, "loss_fcos_ctr": 0.621253908611834, "loss_fcos_loc": 0.2104638684540987, "loss_mask": 0.2896592067554593, "loss_maskiou": 0.007181330329331104, "loss_sem_seg": 0.3174683195538819, "lr": 0.01, "mask_rcnn/accuracy": 0.8677671517766128, "mask_rcnn/false_negative": 0.1100615794527143, "mask_rcnn/false_positive": 0.15660522418843506, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7851604567840695, "total_loss": 1.7269296077720355} {"data_time": 0.01828529592603445, "eta_seconds": 148976.47374727204, "iteration": 79479, "loss_fcos_cls": 0.27104052796494216, "loss_fcos_ctr": 0.6257128994911909, "loss_fcos_loc": 0.2229084038408473, "loss_mask": 0.3089975221082568, "loss_maskiou": 0.007401626950013451, "loss_sem_seg": 0.32550538843497634, "lr": 0.01, "mask_rcnn/accuracy": 0.8478052160555667, "mask_rcnn/false_negative": 0.10979704258741359, "mask_rcnn/false_positive": 0.17727156032672198, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.786300590261817, "total_loss": 1.7974765557228238} {"data_time": 0.016803836449980736, "eta_seconds": 148931.1349657392, "iteration": 79499, "loss_fcos_cls": 0.27220668946392834, "loss_fcos_ctr": 0.6248640823177993, "loss_fcos_loc": 0.21719491970725358, "loss_mask": 0.29566007666289806, "loss_maskiou": 0.006524647382320836, "loss_sem_seg": 0.3148380573838949, "lr": 0.01, "mask_rcnn/accuracy": 0.8631036296097386, "mask_rcnn/false_negative": 0.1194828305292805, "mask_rcnn/false_positive": 0.1552825978147489, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.7792384140193462, "total_loss": 1.7417747344152303} {"data_time": 0.014979596249759197, "eta_seconds": 148915.49923312198, "iteration": 79519, "loss_fcos_cls": 0.27714219340123236, "loss_fcos_ctr": 0.6225909423083067, "loss_fcos_loc": 0.2097845517564565, "loss_mask": 0.2856092741712928, "loss_maskiou": 0.0061173473513918, "loss_sem_seg": 0.3166216351091862, "lr": 0.01, "mask_rcnn/accuracy": 0.8977267043180909, "mask_rcnn/false_negative": 0.08877916249148173, "mask_rcnn/false_positive": 0.12691706193195332, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.75, "time": 0.7765757422894239, "total_loss": 1.7127286786562763} {"data_time": 0.017467784695327282, "eta_seconds": 148916.3338240385, "iteration": 79539, "loss_fcos_cls": 0.28191943606361747, "loss_fcos_ctr": 0.6191438734531403, "loss_fcos_loc": 0.20275586913339794, "loss_mask": 0.27704031206667423, "loss_maskiou": 0.006559009780175984, "loss_sem_seg": 0.3286376129835844, "lr": 0.01, "mask_rcnn/accuracy": 0.8971265589569161, "mask_rcnn/false_negative": 0.08219355019969864, "mask_rcnn/false_positive": 0.133142973181576, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 24.0, "time": 0.7943156249821186, "total_loss": 1.7218274909973843} {"data_time": 0.01614338904619217, "eta_seconds": 148913.9183444567, "iteration": 79559, "loss_fcos_cls": 0.29723341832868755, "loss_fcos_ctr": 0.6225590584799647, "loss_fcos_loc": 0.21381708281114697, "loss_mask": 0.28062236122787, "loss_maskiou": 0.007142360467696562, "loss_sem_seg": 0.30473236716352403, "lr": 0.01, "mask_rcnn/accuracy": 0.8661642885176049, "mask_rcnn/false_negative": 0.10949451559775161, "mask_rcnn/false_positive": 0.14715034434025726, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.0, "time": 0.7938979901373386, "total_loss": 1.71515098947566} {"data_time": 0.015155858360230923, "eta_seconds": 148968.38049278408, "iteration": 79579, "loss_fcos_cls": 0.2832892981823534, "loss_fcos_ctr": 0.6237489697523415, "loss_fcos_loc": 0.22740048897685483, "loss_mask": 0.3050434999167919, "loss_maskiou": 0.007090129278367385, "loss_sem_seg": 0.3177350389305502, "lr": 0.01, "mask_rcnn/accuracy": 0.8618446872676195, "mask_rcnn/false_negative": 0.10008166217533357, "mask_rcnn/false_positive": 0.1681066465676263, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7778895394876599, "total_loss": 1.7672120598435868} {"data_time": 0.016020460054278374, "eta_seconds": 148912.66597893834, "iteration": 79599, "loss_fcos_cls": 0.27115216373931617, "loss_fcos_ctr": 0.6225161179900169, "loss_fcos_loc": 0.20738570543471724, "loss_mask": 0.28978636115789413, "loss_maskiou": 0.006578382744919509, "loss_sem_seg": 0.3084571808576584, "lr": 0.01, "mask_rcnn/accuracy": 0.8673567503924646, "mask_rcnn/false_negative": 0.08211089707861632, "mask_rcnn/false_positive": 0.18783767208143445, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.7853641537949443, "total_loss": 1.7130885161022888} {"data_time": 0.0158022940158844, "eta_seconds": 148937.0880658999, "iteration": 79619, "loss_fcos_cls": 0.27729985141195357, "loss_fcos_ctr": 0.6232127444818616, "loss_fcos_loc": 0.21269139647483826, "loss_mask": 0.2817953145131469, "loss_maskiou": 0.006626440830586944, "loss_sem_seg": 0.29616275848820806, "lr": 0.01, "mask_rcnn/accuracy": 0.8787878787878788, "mask_rcnn/false_negative": 0.09059988404352981, "mask_rcnn/false_positive": 0.1586301288999345, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.7773002106696367, "total_loss": 1.7324106785526965} {"data_time": 0.016541543416678905, "eta_seconds": 148957.2361980267, "iteration": 79639, "loss_fcos_cls": 0.2919424951542169, "loss_fcos_ctr": 0.6219970239326358, "loss_fcos_loc": 0.2107495127711445, "loss_mask": 0.28027608804404736, "loss_maskiou": 0.0063975296943681315, "loss_sem_seg": 0.34558988083153963, "lr": 0.01, "mask_rcnn/accuracy": 0.873913083090379, "mask_rcnn/false_negative": 0.09005016577348901, "mask_rcnn/false_positive": 0.15552351040266837, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7887894017621875, "total_loss": 1.7419748761021765} {"data_time": 0.017428872175514698, "eta_seconds": 149116.12160810083, "iteration": 79659, "loss_fcos_cls": 0.2882145105395466, "loss_fcos_ctr": 0.6229034028947353, "loss_fcos_loc": 0.21528078522533178, "loss_mask": 0.2783861914649606, "loss_maskiou": 0.006530708153150044, "loss_sem_seg": 0.3261337410658598, "lr": 0.01, "mask_rcnn/accuracy": 0.8886410018552875, "mask_rcnn/false_negative": 0.08528417873914668, "mask_rcnn/false_positive": 0.12823852001483144, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7856065621599555, "total_loss": 1.7552234024915379} {"data_time": 0.01685955561697483, "eta_seconds": 149024.0341564184, "iteration": 79679, "loss_fcos_cls": 0.27584117371588945, "loss_fcos_ctr": 0.6223198873922229, "loss_fcos_loc": 0.2110048170434311, "loss_mask": 0.2837571585550904, "loss_maskiou": 0.0066642289093579166, "loss_sem_seg": 0.3414079078938812, "lr": 0.01, "mask_rcnn/accuracy": 0.8787478885135136, "mask_rcnn/false_negative": 0.09531993599319236, "mask_rcnn/false_positive": 0.15851660218246882, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 23.75, "time": 0.7787038385868073, "total_loss": 1.762596467975527} {"data_time": 0.016710104420781136, "eta_seconds": 148960.93003306258, "iteration": 79699, "loss_fcos_cls": 0.27878109319135547, "loss_fcos_ctr": 0.6237595025449991, "loss_fcos_loc": 0.2065287543227896, "loss_mask": 0.28276065923273563, "loss_maskiou": 0.006208858641912229, "loss_sem_seg": 0.35407854337245226, "lr": 0.01, "mask_rcnn/accuracy": 0.8963341468662936, "mask_rcnn/false_negative": 0.0804403937533221, "mask_rcnn/false_positive": 0.11521236541784868, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.5, "time": 0.7767426799982786, "total_loss": 1.7602975780464476} {"data_time": 0.015221686102449894, "eta_seconds": 149029.03995016403, "iteration": 79719, "loss_fcos_cls": 0.2818724405951798, "loss_fcos_ctr": 0.6218386180698872, "loss_fcos_loc": 0.2109032387379557, "loss_mask": 0.3052769098430872, "loss_maskiou": 0.007979938658536412, "loss_sem_seg": 0.30628572637215257, "lr": 0.01, "mask_rcnn/accuracy": 0.8699765755358747, "mask_rcnn/false_negative": 0.08760296750277811, "mask_rcnn/false_positive": 0.20387533903313598, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.8063513142988086, "total_loss": 1.7566652526147664} {"data_time": 0.015861643478274345, "eta_seconds": 148878.98632741347, "iteration": 79739, "loss_fcos_cls": 0.2837666403502226, "loss_fcos_ctr": 0.6270544389262795, "loss_fcos_loc": 0.21959890064317733, "loss_mask": 0.2951104799285531, "loss_maskiou": 0.007490372139727697, "loss_sem_seg": 0.30750035122036934, "lr": 0.01, "mask_rcnn/accuracy": 0.8937864918694751, "mask_rcnn/false_negative": 0.10264120445168026, "mask_rcnn/false_positive": 0.10476581369710201, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 25.75, "time": 0.7750685838982463, "total_loss": 1.7395093359518796} {"data_time": 0.016665919683873653, "eta_seconds": 148727.87044171523, "iteration": 79759, "loss_fcos_cls": 0.28470570099307224, "loss_fcos_ctr": 0.6213305275887251, "loss_fcos_loc": 0.20389863126911223, "loss_mask": 0.2846076302230358, "loss_maskiou": 0.007855401388951577, "loss_sem_seg": 0.3566872507799417, "lr": 0.01, "mask_rcnn/accuracy": 0.8695078656462585, "mask_rcnn/false_negative": 0.09214561547171678, "mask_rcnn/false_positive": 0.16299597653295456, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 26.75, "time": 0.7717778785154223, "total_loss": 1.7621897743229056} {"data_time": 0.016854126937687397, "eta_seconds": 148703.8789167786, "iteration": 79779, "loss_fcos_cls": 0.28087650844827294, "loss_fcos_ctr": 0.6217865152284503, "loss_fcos_loc": 0.21600452065467834, "loss_mask": 0.3055053725838661, "loss_maskiou": 0.006879339445731603, "loss_sem_seg": 0.3163479180075228, "lr": 0.01, "mask_rcnn/accuracy": 0.8842884881225217, "mask_rcnn/false_negative": 0.09609012537930291, "mask_rcnn/false_positive": 0.13988707235706613, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7794188046827912, "total_loss": 1.7481965111364843} {"data_time": 0.016806183382868767, "eta_seconds": 148688.24406269658, "iteration": 79799, "loss_fcos_cls": 0.29002294153906405, "loss_fcos_ctr": 0.6234267484396696, "loss_fcos_loc": 0.21654496411792934, "loss_mask": 0.28883794182911515, "loss_maskiou": 0.007101511568180285, "loss_sem_seg": 0.3049557157792151, "lr": 0.01, "mask_rcnn/accuracy": 0.8826882006914608, "mask_rcnn/false_negative": 0.0995107793981071, "mask_rcnn/false_positive": 0.13452123244921654, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.0, "time": 0.7848630035296082, "total_loss": 1.732007864426123} {"data_time": 0.014991971664130688, "eta_seconds": 148655.79929419793, "iteration": 79819, "loss_fcos_cls": 0.2831112137064338, "loss_fcos_ctr": 0.6222107452340424, "loss_fcos_loc": 0.2143516989890486, "loss_mask": 0.2911337772384286, "loss_maskiou": 0.006661202234681696, "loss_sem_seg": 0.317087035626173, "lr": 0.01, "mask_rcnn/accuracy": 0.8721518060949218, "mask_rcnn/false_negative": 0.09361744144675321, "mask_rcnn/false_positive": 0.17782068355858643, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.7761563761159778, "total_loss": 1.7431903363976744} {"data_time": 0.015752888284623623, "eta_seconds": 148585.63337360602, "iteration": 79839, "loss_fcos_cls": 0.29760079947300255, "loss_fcos_ctr": 0.6238967441022396, "loss_fcos_loc": 0.21178469224832952, "loss_mask": 0.2979495394974947, "loss_maskiou": 0.007021908357273787, "loss_sem_seg": 0.31326814414933324, "lr": 0.01, "mask_rcnn/accuracy": 0.8834426769309773, "mask_rcnn/false_negative": 0.09743386562695681, "mask_rcnn/false_positive": 0.13430067540978458, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 23.0, "time": 0.768255302682519, "total_loss": 1.7809760781674413} {"data_time": 0.01535029336810112, "eta_seconds": 148630.29167084862, "iteration": 79859, "loss_fcos_cls": 0.2834995514713228, "loss_fcos_ctr": 0.6260785004124045, "loss_fcos_loc": 0.2209614955354482, "loss_mask": 0.2897377423942089, "loss_maskiou": 0.00677510212699417, "loss_sem_seg": 0.3188417381606996, "lr": 0.01, "mask_rcnn/accuracy": 0.8863013955582233, "mask_rcnn/false_negative": 0.09903143122774061, "mask_rcnn/false_positive": 0.14594291388672986, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.75, "time": 0.7940090456977487, "total_loss": 1.7650137521704892} {"data_time": 0.016475136391818523, "eta_seconds": 148648.75217922218, "iteration": 79879, "loss_fcos_cls": 0.2765340432524681, "loss_fcos_ctr": 0.6227359501644969, "loss_fcos_loc": 0.20356043218635023, "loss_mask": 0.292863761074841, "loss_maskiou": 0.007047340928693302, "loss_sem_seg": 0.32354903779923916, "lr": 0.01, "mask_rcnn/accuracy": 0.8697158840388007, "mask_rcnn/false_negative": 0.0965777968717753, "mask_rcnn/false_positive": 0.15633986523411134, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.75, "time": 0.7902978276833892, "total_loss": 1.7235457762872102} {"data_time": 0.016963297501206398, "eta_seconds": 148641.83526947815, "iteration": 79899, "loss_fcos_cls": 0.2825214659096673, "loss_fcos_ctr": 0.6226602327078581, "loss_fcos_loc": 0.2113450737670064, "loss_mask": 0.2860272265970707, "loss_maskiou": 0.007395107990305405, "loss_sem_seg": 0.33657766971737146, "lr": 0.01, "mask_rcnn/accuracy": 0.885393483349074, "mask_rcnn/false_negative": 0.08863464877474732, "mask_rcnn/false_positive": 0.14263375268149925, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7961066672578454, "total_loss": 1.7550098939827876} {"data_time": 0.015122149139642715, "eta_seconds": 148717.32352809794, "iteration": 79919, "loss_fcos_cls": 0.28664239775389433, "loss_fcos_ctr": 0.6233278503641486, "loss_fcos_loc": 0.21780617302283645, "loss_mask": 0.30228470731526613, "loss_maskiou": 0.007784004046698101, "loss_sem_seg": 0.2871769634075463, "lr": 0.01, "mask_rcnn/accuracy": 0.8612016369047619, "mask_rcnn/false_negative": 0.10985033060038601, "mask_rcnn/false_positive": 0.18991511200262784, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.0, "time": 0.7790527017787099, "total_loss": 1.7517251941681025} {"data_time": 0.01573618222028017, "eta_seconds": 148648.35824908968, "iteration": 79939, "loss_fcos_cls": 0.2846097849542275, "loss_fcos_ctr": 0.6208581980317831, "loss_fcos_loc": 0.2134379311464727, "loss_mask": 0.2992820665240288, "loss_maskiou": 0.007878245247411542, "loss_sem_seg": 0.3442910108715296, "lr": 0.01, "mask_rcnn/accuracy": 0.8550304726463298, "mask_rcnn/false_negative": 0.09920234029326667, "mask_rcnn/false_positive": 0.16636810096972438, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7902127876877785, "total_loss": 1.7697403110978485} {"data_time": 0.01655362732708454, "eta_seconds": 148686.02795967646, "iteration": 79959, "loss_fcos_cls": 0.28534990292973816, "loss_fcos_ctr": 0.6240620743483305, "loss_fcos_loc": 0.21437267656438053, "loss_mask": 0.2898696390911937, "loss_maskiou": 0.007425447474815883, "loss_sem_seg": 0.30410283245146275, "lr": 0.01, "mask_rcnn/accuracy": 0.881527799707891, "mask_rcnn/false_negative": 0.10389316080922598, "mask_rcnn/false_positive": 0.14548502585115988, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7802319955080748, "total_loss": 1.7100312084658071} {"data_time": 0.015490167774260044, "eta_seconds": 148691.18663794175, "iteration": 79979, "loss_fcos_cls": 0.2833212128607556, "loss_fcos_ctr": 0.6206435365602374, "loss_fcos_loc": 0.20383346220478415, "loss_mask": 0.281742992810905, "loss_maskiou": 0.006918366671015974, "loss_sem_seg": 0.32984648924320936, "lr": 0.01, "mask_rcnn/accuracy": 0.8856313236795692, "mask_rcnn/false_negative": 0.09096178290358767, "mask_rcnn/false_positive": 0.14306366493722494, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7802133103832603, "total_loss": 1.7440091853932245} {"data_time": 0.016563906334340572, "eta_seconds": 148675.5366638191, "iteration": 79999, "loss_fcos_cls": 0.2788462983444333, "loss_fcos_ctr": 0.622693819925189, "loss_fcos_loc": 0.21712722559459507, "loss_mask": 0.2909264396876097, "loss_maskiou": 0.00745269245817326, "loss_sem_seg": 0.3342709671705961, "lr": 0.01, "mask_rcnn/accuracy": 0.8632692943307261, "mask_rcnn/false_negative": 0.12008632806308434, "mask_rcnn/false_positive": 0.14485979151042022, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7964293034747243, "total_loss": 1.7383831407496473} {"data_time": 0.016122578643262386, "eta_seconds": 148815.42600435298, "iteration": 80019, "loss_fcos_cls": 0.2876492226496339, "loss_fcos_ctr": 0.6238581342622638, "loss_fcos_loc": 0.21456684614531696, "loss_mask": 0.29832242242991924, "loss_maskiou": 0.00786061323742615, "loss_sem_seg": 0.34374274662695825, "lr": 0.01, "mask_rcnn/accuracy": 0.8871372767857143, "mask_rcnn/false_negative": 0.09290749012114365, "mask_rcnn/false_positive": 0.1571045998900095, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.25, "time": 0.7828952269628644, "total_loss": 1.770500362108578} {"data_time": 0.016798376105725765, "eta_seconds": 148822.5174667202, "iteration": 80039, "loss_fcos_cls": 0.2870739831123501, "loss_fcos_ctr": 0.6239670692011714, "loss_fcos_loc": 0.2152810541447252, "loss_mask": 0.27896173764020205, "loss_maskiou": 0.007581210884382017, "loss_sem_seg": 0.328378748614341, "lr": 0.01, "mask_rcnn/accuracy": 0.8694454167945374, "mask_rcnn/false_negative": 0.10726938973284518, "mask_rcnn/false_positive": 0.15650389087658623, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7844187989830971, "total_loss": 1.7531015764980111} {"data_time": 0.01633966714143753, "eta_seconds": 148806.84872234985, "iteration": 80059, "loss_fcos_cls": 0.2799866523128003, "loss_fcos_ctr": 0.6251973016187549, "loss_fcos_loc": 0.22003858420066535, "loss_mask": 0.2929936572909355, "loss_maskiou": 0.007007321160926949, "loss_sem_seg": 0.32941828574985266, "lr": 0.01, "mask_rcnn/accuracy": 0.8770904195011338, "mask_rcnn/false_negative": 0.1089455658778975, "mask_rcnn/false_positive": 0.1700051319360553, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7889326810836792, "total_loss": 1.773115108931961} {"data_time": 0.017061888240277767, "eta_seconds": 148810.48812619317, "iteration": 80079, "loss_fcos_cls": 0.29163263412192464, "loss_fcos_ctr": 0.6221229322254658, "loss_fcos_loc": 0.21756733115762472, "loss_mask": 0.28688543289899826, "loss_maskiou": 0.00732069942750968, "loss_sem_seg": 0.2972570904530585, "lr": 0.01, "mask_rcnn/accuracy": 0.8603220113476425, "mask_rcnn/false_negative": 0.1132887568338341, "mask_rcnn/false_positive": 0.14980915724885918, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7878404017537832, "total_loss": 1.7337010435876437} {"data_time": 0.01897532306611538, "eta_seconds": 148752.76061107498, "iteration": 80099, "loss_fcos_cls": 0.29318462940864265, "loss_fcos_ctr": 0.6250486355274916, "loss_fcos_loc": 0.22712246631272137, "loss_mask": 0.2955675385892391, "loss_maskiou": 0.007524695320171304, "loss_sem_seg": 0.33353197388350964, "lr": 0.01, "mask_rcnn/accuracy": 0.848240566831128, "mask_rcnn/false_negative": 0.11551341963489256, "mask_rcnn/false_positive": 0.1687087250729829, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.75, "time": 0.777910303324461, "total_loss": 1.7886944947676966} {"data_time": 0.01700070407241583, "eta_seconds": 148700.4801525036, "iteration": 80119, "loss_fcos_cls": 0.27745158853940666, "loss_fcos_ctr": 0.6214559283107519, "loss_fcos_loc": 0.20536242646630853, "loss_mask": 0.2839553514495492, "loss_maskiou": 0.007137497814255767, "loss_sem_seg": 0.32221672870218754, "lr": 0.01, "mask_rcnn/accuracy": 0.8700042517006803, "mask_rcnn/false_negative": 0.0901602192043306, "mask_rcnn/false_positive": 0.1520065564657413, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.75, "time": 0.7708950564265251, "total_loss": 1.7309361689985963} {"data_time": 0.01580472383648157, "eta_seconds": 148684.81766071636, "iteration": 80139, "loss_fcos_cls": 0.2734767855145037, "loss_fcos_ctr": 0.6261787270195782, "loss_fcos_loc": 0.21626108582131565, "loss_mask": 0.28785426262766123, "loss_maskiou": 0.006713066206430085, "loss_sem_seg": 0.32105264300480485, "lr": 0.01, "mask_rcnn/accuracy": 0.8675989798749295, "mask_rcnn/false_negative": 0.10527027102110911, "mask_rcnn/false_positive": 0.165975581463904, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7905695391818881, "total_loss": 1.758692440809682} {"data_time": 0.013981293886899948, "eta_seconds": 148669.15516892914, "iteration": 80159, "loss_fcos_cls": 0.2945414907298982, "loss_fcos_ctr": 0.6255373558960855, "loss_fcos_loc": 0.21299196791369468, "loss_mask": 0.28070090897381306, "loss_maskiou": 0.007059817115077749, "loss_sem_seg": 0.32270785328000784, "lr": 0.01, "mask_rcnn/accuracy": 0.8596376050420168, "mask_rcnn/false_negative": 0.10306778417855286, "mask_rcnn/false_positive": 0.16725734314900298, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.5, "time": 0.7755260150879622, "total_loss": 1.7402509421808645} {"data_time": 0.01691316533833742, "eta_seconds": 148414.19300031103, "iteration": 80179, "loss_fcos_cls": 0.2875452588777989, "loss_fcos_ctr": 0.6241427892819047, "loss_fcos_loc": 0.20845569373341277, "loss_mask": 0.28363619465380907, "loss_maskiou": 0.007185606547864154, "loss_sem_seg": 0.3445561118423939, "lr": 0.01, "mask_rcnn/accuracy": 0.8774954584106369, "mask_rcnn/false_negative": 0.08696549200561698, "mask_rcnn/false_positive": 0.18299744862390377, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.7608160534873605, "total_loss": 1.7515889601345407} {"data_time": 0.015780892223119736, "eta_seconds": 148577.02499445342, "iteration": 80199, "loss_fcos_cls": 0.29600075958296657, "loss_fcos_ctr": 0.6229487340897322, "loss_fcos_loc": 0.20943588484078646, "loss_mask": 0.28680355846881866, "loss_maskiou": 0.006296789564657956, "loss_sem_seg": 0.2954553519375622, "lr": 0.01, "mask_rcnn/accuracy": 0.8770813302524657, "mask_rcnn/false_negative": 0.11326434928837753, "mask_rcnn/false_positive": 0.11904728064123196, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.7857643906027079, "total_loss": 1.7339453610875353} {"data_time": 0.01672096736729145, "eta_seconds": 148561.36890992336, "iteration": 80219, "loss_fcos_cls": 0.2927410346455872, "loss_fcos_ctr": 0.6221228875219822, "loss_fcos_loc": 0.20280377299059182, "loss_mask": 0.29082151409238577, "loss_maskiou": 0.006782954675145447, "loss_sem_seg": 0.3451779903843999, "lr": 0.01, "mask_rcnn/accuracy": 0.8627626332819649, "mask_rcnn/false_negative": 0.11881487693599393, "mask_rcnn/false_positive": 0.13518932139593182, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 25.0, "time": 0.7821252960711718, "total_loss": 1.7428711380271125} {"data_time": 0.015220338478684425, "eta_seconds": 148661.74052082747, "iteration": 80239, "loss_fcos_cls": 0.2799919359385967, "loss_fcos_ctr": 0.6262673297896981, "loss_fcos_loc": 0.22764830198138952, "loss_mask": 0.3171865288168192, "loss_maskiou": 0.007536358636571094, "loss_sem_seg": 0.3098602263489738, "lr": 0.01, "mask_rcnn/accuracy": 0.8553288787105751, "mask_rcnn/false_negative": 0.1035473372646832, "mask_rcnn/false_positive": 0.17572635247991722, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7729081967845559, "total_loss": 1.7770746958849486} {"data_time": 0.01553382258862257, "eta_seconds": 148590.842709993, "iteration": 80259, "loss_fcos_cls": 0.279879150679335, "loss_fcos_ctr": 0.6205899193882942, "loss_fcos_loc": 0.2036080879624933, "loss_mask": 0.2840419551357627, "loss_maskiou": 0.007356449903454632, "loss_sem_seg": 0.3212620224803686, "lr": 0.01, "mask_rcnn/accuracy": 0.8747485836439839, "mask_rcnn/false_negative": 0.11585587154655483, "mask_rcnn/false_positive": 0.15500566939364496, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.0, "time": 0.7860026452690363, "total_loss": 1.7632806429464836} {"data_time": 0.01675547007471323, "eta_seconds": 148575.1802182058, "iteration": 80279, "loss_fcos_cls": 0.28499882423784584, "loss_fcos_ctr": 0.6224722815677524, "loss_fcos_loc": 0.21328788506798446, "loss_mask": 0.28998744301497936, "loss_maskiou": 0.007149095079512335, "loss_sem_seg": 0.3061835807748139, "lr": 0.01, "mask_rcnn/accuracy": 0.8924833514336998, "mask_rcnn/false_negative": 0.10370573418141564, "mask_rcnn/false_positive": 0.11517835838555299, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.5, "time": 0.7955544739961624, "total_loss": 1.7257322812292841} {"data_time": 0.016139044426381588, "eta_seconds": 148618.82378990576, "iteration": 80299, "loss_fcos_cls": 0.27278992207720876, "loss_fcos_ctr": 0.6224092291668057, "loss_fcos_loc": 0.20776849251706153, "loss_mask": 0.2884526262059808, "loss_maskiou": 0.00703641219297424, "loss_sem_seg": 0.3110635909251869, "lr": 0.01, "mask_rcnn/accuracy": 0.8729291939990282, "mask_rcnn/false_negative": 0.10397907033174993, "mask_rcnn/false_positive": 0.16888265051227008, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7898780833929777, "total_loss": 1.7334524805628462} {"data_time": 0.017082984559237957, "eta_seconds": 148695.80133929662, "iteration": 80319, "loss_fcos_cls": 0.2878079670481384, "loss_fcos_ctr": 0.6235485030338168, "loss_fcos_loc": 0.2151087063830346, "loss_mask": 0.2978359619155526, "loss_maskiou": 0.006790383282350376, "loss_sem_seg": 0.3235782601404935, "lr": 0.01, "mask_rcnn/accuracy": 0.8462427639324961, "mask_rcnn/false_negative": 0.15021835562554944, "mask_rcnn/false_positive": 0.14958247556988358, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.8021133234724402, "total_loss": 1.7779166530963266} {"data_time": 0.016062693670392036, "eta_seconds": 148587.48630116507, "iteration": 80339, "loss_fcos_cls": 0.27836374705657363, "loss_fcos_ctr": 0.6255350653082132, "loss_fcos_loc": 0.21952912770211697, "loss_mask": 0.2829017797484994, "loss_maskiou": 0.00709802212077193, "loss_sem_seg": 0.3540312102995813, "lr": 0.01, "mask_rcnn/accuracy": 0.8763194577713542, "mask_rcnn/false_negative": 0.08722351251343857, "mask_rcnn/false_positive": 0.13487152575420303, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.25, "time": 0.7626673234626651, "total_loss": 1.7766544896185223} {"data_time": 0.01632621232420206, "eta_seconds": 148567.73064070195, "iteration": 80359, "loss_fcos_cls": 0.29920088360086083, "loss_fcos_ctr": 0.6263948325067759, "loss_fcos_loc": 0.22133701108396053, "loss_mask": 0.29275181144475937, "loss_maskiou": 0.007223242355394177, "loss_sem_seg": 0.29349319566972554, "lr": 0.01, "mask_rcnn/accuracy": 0.8474536121266689, "mask_rcnn/false_negative": 0.12251203793615176, "mask_rcnn/false_positive": 0.14835960132541517, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7811819650232792, "total_loss": 1.7723443234863225} {"data_time": 0.017528162337839603, "eta_seconds": 148556.1488124244, "iteration": 80379, "loss_fcos_cls": 0.2931403508409858, "loss_fcos_ctr": 0.6216414570808411, "loss_fcos_loc": 0.20247301156632602, "loss_mask": 0.2811847501434386, "loss_maskiou": 0.006946596302441321, "loss_sem_seg": 0.3045988818630576, "lr": 0.01, "mask_rcnn/accuracy": 0.8732935219542362, "mask_rcnn/false_negative": 0.10598842169286636, "mask_rcnn/false_positive": 0.15531969302933823, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.8038798058405519, "total_loss": 1.7418117529596202} {"data_time": 0.016023636795580387, "eta_seconds": 148608.0753036877, "iteration": 80399, "loss_fcos_cls": 0.27556100208312273, "loss_fcos_ctr": 0.6227748971432447, "loss_fcos_loc": 0.20929161948151886, "loss_mask": 0.28239809535443783, "loss_maskiou": 0.006631971686147153, "loss_sem_seg": 0.34106554090976715, "lr": 0.01, "mask_rcnn/accuracy": 0.880939944906277, "mask_rcnn/false_negative": 0.11242477560746392, "mask_rcnn/false_positive": 0.12195868209758301, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7924567274749279, "total_loss": 1.7482579340830853} {"data_time": 0.015409856103360653, "eta_seconds": 148520.7257006392, "iteration": 80419, "loss_fcos_cls": 0.2660754071548581, "loss_fcos_ctr": 0.622412636410445, "loss_fcos_loc": 0.20653270365437493, "loss_mask": 0.27548058331012726, "loss_maskiou": 0.0061114282289054245, "loss_sem_seg": 0.32148706540465355, "lr": 0.01, "mask_rcnn/accuracy": 0.8626294482323822, "mask_rcnn/false_negative": 0.12061027727132251, "mask_rcnn/false_positive": 0.1422148501227509, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7635285640135407, "total_loss": 1.7086008140977356} {"data_time": 0.016151134856045246, "eta_seconds": 148509.14257931337, "iteration": 80439, "loss_fcos_cls": 0.27164971083402634, "loss_fcos_ctr": 0.6240132050588727, "loss_fcos_loc": 0.2260698601603508, "loss_mask": 0.2853146307170391, "loss_maskiou": 0.006676875476841815, "loss_sem_seg": 0.29407795425504446, "lr": 0.01, "mask_rcnn/accuracy": 0.8628443030035935, "mask_rcnn/false_negative": 0.1017266060511478, "mask_rcnn/false_positive": 0.14307407257900417, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7884610863402486, "total_loss": 1.7075088122073794} {"data_time": 0.018587352707982063, "eta_seconds": 148490.10152403638, "iteration": 80459, "loss_fcos_cls": 0.2815449871122837, "loss_fcos_ctr": 0.6239065593108535, "loss_fcos_loc": 0.2107176927383989, "loss_mask": 0.2880735583603382, "loss_maskiou": 0.00786093869828619, "loss_sem_seg": 0.3008970804512501, "lr": 0.01, "mask_rcnn/accuracy": 0.872695438065336, "mask_rcnn/false_negative": 0.10390484010035872, "mask_rcnn/false_positive": 0.1458832573299779, "roi_head/num_bg_samples": 78.5, "roi_head/num_fg_samples": 26.0, "time": 0.7842463739216328, "total_loss": 1.720264112453151} {"data_time": 0.015434988774359226, "eta_seconds": 148432.08795291837, "iteration": 80479, "loss_fcos_cls": 0.2916867512976751, "loss_fcos_ctr": 0.6239831824786961, "loss_fcos_loc": 0.21842229436151683, "loss_mask": 0.28708197828382254, "loss_maskiou": 0.006242045055842027, "loss_sem_seg": 0.30569498986005783, "lr": 0.01, "mask_rcnn/accuracy": 0.890223424534649, "mask_rcnn/false_negative": 0.09504801751609616, "mask_rcnn/false_positive": 0.1306948050115695, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.75, "time": 0.7726370552554727, "total_loss": 1.7391302077885484} {"data_time": 0.017376355826854706, "eta_seconds": 148458.76474697515, "iteration": 80499, "loss_fcos_cls": 0.27440715790726244, "loss_fcos_ctr": 0.6226408360525966, "loss_fcos_loc": 0.2090286179445684, "loss_mask": 0.2822058601304889, "loss_maskiou": 0.0072573176730657, "loss_sem_seg": 0.33709033764898777, "lr": 0.01, "mask_rcnn/accuracy": 0.8838679088656739, "mask_rcnn/false_negative": 0.11141428611315171, "mask_rcnn/false_positive": 0.10971887233254249, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.8024713499471545, "total_loss": 1.723884205064678} {"data_time": 0.017553364858031273, "eta_seconds": 148465.7310178401, "iteration": 80519, "loss_fcos_cls": 0.2833830590825528, "loss_fcos_ctr": 0.6227798219770193, "loss_fcos_loc": 0.2185513600707054, "loss_mask": 0.2935418030247092, "loss_maskiou": 0.007893436624726746, "loss_sem_seg": 0.2982961917296052, "lr": 0.01, "mask_rcnn/accuracy": 0.8911988793946487, "mask_rcnn/false_negative": 0.09864578205399646, "mask_rcnn/false_positive": 0.13270600671130356, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.75, "time": 0.7754495339468122, "total_loss": 1.7411195177119225} {"data_time": 0.01647592894732952, "eta_seconds": 148476.73743435927, "iteration": 80539, "loss_fcos_cls": 0.29709102353081107, "loss_fcos_ctr": 0.6242855936288834, "loss_fcos_loc": 0.21760497754439712, "loss_mask": 0.29706888273358345, "loss_maskiou": 0.007612837944179773, "loss_sem_seg": 0.3270325232297182, "lr": 0.01, "mask_rcnn/accuracy": 0.8578922193877552, "mask_rcnn/false_negative": 0.08813657796890165, "mask_rcnn/false_positive": 0.16744156751581535, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.25, "time": 0.791692228987813, "total_loss": 1.773056750287651} {"data_time": 0.019243263639509678, "eta_seconds": 148461.06384059228, "iteration": 80559, "loss_fcos_cls": 0.2883431122172624, "loss_fcos_ctr": 0.6266164751723409, "loss_fcos_loc": 0.2148973671719432, "loss_mask": 0.3025718033313751, "loss_maskiou": 0.007401875467621721, "loss_sem_seg": 0.3343448592349887, "lr": 0.01, "mask_rcnn/accuracy": 0.8708305494816975, "mask_rcnn/false_negative": 0.11769428879033453, "mask_rcnn/false_positive": 0.14301951587261785, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7939497269690037, "total_loss": 1.7763847562891897} {"data_time": 0.015031689777970314, "eta_seconds": 148512.78953030147, "iteration": 80579, "loss_fcos_cls": 0.29226446081884205, "loss_fcos_ctr": 0.623221768066287, "loss_fcos_loc": 0.21162035095039755, "loss_mask": 0.2906891657039523, "loss_maskiou": 0.007389096077531576, "loss_sem_seg": 0.3137781689874828, "lr": 0.01, "mask_rcnn/accuracy": 0.8701769564414914, "mask_rcnn/false_negative": 0.09303962068466987, "mask_rcnn/false_positive": 0.15015828709897142, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7878079265356064, "total_loss": 1.7641530470864382} {"data_time": 0.013928246684372425, "eta_seconds": 148509.586185636, "iteration": 80599, "loss_fcos_cls": 0.2884086952544749, "loss_fcos_ctr": 0.6238301498815417, "loss_fcos_loc": 0.210116449277848, "loss_mask": 0.2854193449020386, "loss_maskiou": 0.006537795998156071, "loss_sem_seg": 0.292865258641541, "lr": 0.01, "mask_rcnn/accuracy": 0.8869863917789338, "mask_rcnn/false_negative": 0.10392425964471444, "mask_rcnn/false_positive": 0.13803470574863547, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.0, "time": 0.7997816856950521, "total_loss": 1.7343892240605783} {"data_time": 0.015990573912858963, "eta_seconds": 148534.80018295348, "iteration": 80619, "loss_fcos_cls": 0.2950489465147257, "loss_fcos_ctr": 0.6226764656603336, "loss_fcos_loc": 0.2078397071454674, "loss_mask": 0.2952614640817046, "loss_maskiou": 0.007935917819850147, "loss_sem_seg": 0.29571921145543456, "lr": 0.01, "mask_rcnn/accuracy": 0.8643519798653727, "mask_rcnn/false_negative": 0.10066191133601833, "mask_rcnn/false_positive": 0.17907627547395608, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.25, "time": 0.8031928734853864, "total_loss": 1.7456603403697954} {"data_time": 0.0185121838003397, "eta_seconds": 148490.2014761204, "iteration": 80639, "loss_fcos_cls": 0.2921547652222216, "loss_fcos_ctr": 0.6240558214485645, "loss_fcos_loc": 0.21680426137754694, "loss_mask": 0.2820124654099345, "loss_maskiou": 0.0069214925897540525, "loss_sem_seg": 0.29688116116449237, "lr": 0.01, "mask_rcnn/accuracy": 0.8768296848653991, "mask_rcnn/false_negative": 0.11473116166531339, "mask_rcnn/false_positive": 0.1497689219845619, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.782566693611443, "total_loss": 1.7365853187584435} {"data_time": 0.015263442881405354, "eta_seconds": 148492.97966641467, "iteration": 80659, "loss_fcos_cls": 0.28295447607524693, "loss_fcos_ctr": 0.6216942435130477, "loss_fcos_loc": 0.20839379727840424, "loss_mask": 0.27664878964424133, "loss_maskiou": 0.006465978571213782, "loss_sem_seg": 0.30369644286110997, "lr": 0.01, "mask_rcnn/accuracy": 0.8724726303564905, "mask_rcnn/false_negative": 0.09497866591427484, "mask_rcnn/false_positive": 0.13903933269877117, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7895271237939596, "total_loss": 1.7275085818910156} {"data_time": 0.015781398862600327, "eta_seconds": 148487.74114318192, "iteration": 80679, "loss_fcos_cls": 0.27985253976657987, "loss_fcos_ctr": 0.6231831759214401, "loss_fcos_loc": 0.20824620593339205, "loss_mask": 0.2848728643730283, "loss_maskiou": 0.006913799719768576, "loss_sem_seg": 0.3363316641189158, "lr": 0.01, "mask_rcnn/accuracy": 0.89215700241545, "mask_rcnn/false_negative": 0.09005005055165508, "mask_rcnn/false_positive": 0.19181884545914743, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7708400217816234, "total_loss": 1.7241512288164813} {"data_time": 0.015487587079405785, "eta_seconds": 148527.72002793942, "iteration": 80699, "loss_fcos_cls": 0.2878288687206805, "loss_fcos_ctr": 0.6254903860390186, "loss_fcos_loc": 0.22190517163835466, "loss_mask": 0.2958572404459119, "loss_maskiou": 0.007064471632475033, "loss_sem_seg": 0.30749910371378064, "lr": 0.01, "mask_rcnn/accuracy": 0.8758614967933738, "mask_rcnn/false_negative": 0.1124147923877484, "mask_rcnn/false_positive": 0.13264658353256614, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 36.25, "time": 0.7776757888495922, "total_loss": 1.7581489360600244} {"data_time": 0.016145779751241207, "eta_seconds": 148476.660585396, "iteration": 80719, "loss_fcos_cls": 0.29065968887880445, "loss_fcos_ctr": 0.6226170882582664, "loss_fcos_loc": 0.21619576821103692, "loss_mask": 0.28216008469462395, "loss_maskiou": 0.006693746268865652, "loss_sem_seg": 0.3092020391486585, "lr": 0.01, "mask_rcnn/accuracy": 0.8563229974045368, "mask_rcnn/false_negative": 0.10554749374113202, "mask_rcnn/false_positive": 0.18283441055326444, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7841556835919619, "total_loss": 1.7521525819902308} {"data_time": 0.01550086960196495, "eta_seconds": 148506.80489211995, "iteration": 80739, "loss_fcos_cls": 0.2907579536549747, "loss_fcos_ctr": 0.626374326646328, "loss_fcos_loc": 0.22429309505969286, "loss_mask": 0.294146528467536, "loss_maskiou": 0.006964642045204528, "loss_sem_seg": 0.28908979520201683, "lr": 0.01, "mask_rcnn/accuracy": 0.8718664220073995, "mask_rcnn/false_negative": 0.092691086366198, "mask_rcnn/false_positive": 0.1504057351499122, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7645350387319922, "total_loss": 1.7519930516864406} {"data_time": 0.014750530943274498, "eta_seconds": 148576.90681071393, "iteration": 80759, "loss_fcos_cls": 0.2963483158964664, "loss_fcos_ctr": 0.6224303916096687, "loss_fcos_loc": 0.21322505187708884, "loss_mask": 0.2919621653854847, "loss_maskiou": 0.0073356559878448024, "loss_sem_seg": 0.3256906159222126, "lr": 0.01, "mask_rcnn/accuracy": 0.8801658967496204, "mask_rcnn/false_negative": 0.09770658705659377, "mask_rcnn/false_positive": 0.16081220752009534, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7860944010317326, "total_loss": 1.7734175131990924} {"data_time": 0.01590382307767868, "eta_seconds": 148622.46895240806, "iteration": 80779, "loss_fcos_cls": 0.2736649364233017, "loss_fcos_ctr": 0.6229545176029205, "loss_fcos_loc": 0.20504354441072792, "loss_mask": 0.2947049541398883, "loss_maskiou": 0.007923415512777865, "loss_sem_seg": 0.3020085683092475, "lr": 0.01, "mask_rcnn/accuracy": 0.8756660968973629, "mask_rcnn/false_negative": 0.09164484865564929, "mask_rcnn/false_positive": 0.1600885590288757, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7933579189702868, "total_loss": 1.7034982199693331} {"data_time": 0.01729170884937048, "eta_seconds": 148595.9816596778, "iteration": 80799, "loss_fcos_cls": 0.276737047592178, "loss_fcos_ctr": 0.6235340163111687, "loss_fcos_loc": 0.2107046296587214, "loss_mask": 0.2803939552977681, "loss_maskiou": 0.006731134417350404, "loss_sem_seg": 0.30808270955458283, "lr": 0.01, "mask_rcnn/accuracy": 0.8665746649830501, "mask_rcnn/false_negative": 0.12341538276500666, "mask_rcnn/false_positive": 0.12582711146844372, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7748859850689769, "total_loss": 1.6833504397509387} {"data_time": 0.01763027533888817, "eta_seconds": 148591.05119878612, "iteration": 80819, "loss_fcos_cls": 0.271068312227726, "loss_fcos_ctr": 0.6233165813609958, "loss_fcos_loc": 0.21050423113047145, "loss_mask": 0.28612695541232824, "loss_maskiou": 0.00722498084360268, "loss_sem_seg": 0.3160333875566721, "lr": 0.01, "mask_rcnn/accuracy": 0.8707837815822991, "mask_rcnn/false_negative": 0.0903971829399936, "mask_rcnn/false_positive": 0.15350415525271704, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.5, "time": 0.7838983768597245, "total_loss": 1.7160341848211829} {"data_time": 0.01595913153141737, "eta_seconds": 148585.96166795213, "iteration": 80839, "loss_fcos_cls": 0.2760369870811701, "loss_fcos_ctr": 0.6239711791276932, "loss_fcos_loc": 0.21038245828822255, "loss_mask": 0.2867120821028948, "loss_maskiou": 0.0074046190493390895, "loss_sem_seg": 0.34066944709047675, "lr": 0.01, "mask_rcnn/accuracy": 0.8571980606758832, "mask_rcnn/false_negative": 0.09202984047165881, "mask_rcnn/false_positive": 0.1762383177805275, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 24.75, "time": 0.780145694501698, "total_loss": 1.7779534827859607} {"data_time": 0.016064592637121677, "eta_seconds": 148529.2397743268, "iteration": 80859, "loss_fcos_cls": 0.2670663616154343, "loss_fcos_ctr": 0.6230241470038891, "loss_fcos_loc": 0.21195217221975327, "loss_mask": 0.2890045791864395, "loss_maskiou": 0.0066967876482522115, "loss_sem_seg": 0.3387496923096478, "lr": 0.01, "mask_rcnn/accuracy": 0.8756129075006626, "mask_rcnn/false_negative": 0.11384260538099512, "mask_rcnn/false_positive": 0.14083658961101225, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7662291983142495, "total_loss": 1.741620154105476} {"data_time": 0.015614069998264313, "eta_seconds": 148469.7352036545, "iteration": 80879, "loss_fcos_cls": 0.29307786910794675, "loss_fcos_ctr": 0.622515959199518, "loss_fcos_loc": 0.2179927050601691, "loss_mask": 0.2792082391679287, "loss_maskiou": 0.00761324493214488, "loss_sem_seg": 0.3519211830571294, "lr": 0.01, "mask_rcnn/accuracy": 0.8851179712391286, "mask_rcnn/false_negative": 0.07012938584952391, "mask_rcnn/false_positive": 0.16381856685325427, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.25, "time": 0.7790822656825185, "total_loss": 1.751405293267453} {"data_time": 0.015402437187731266, "eta_seconds": 148334.68151817843, "iteration": 80899, "loss_fcos_cls": 0.2818689333507791, "loss_fcos_ctr": 0.6234629289247096, "loss_fcos_loc": 0.21048431121744215, "loss_mask": 0.29308559093624353, "loss_maskiou": 0.006991420465055853, "loss_sem_seg": 0.30517876613885164, "lr": 0.01, "mask_rcnn/accuracy": 0.8700989682310172, "mask_rcnn/false_negative": 0.10419491084040058, "mask_rcnn/false_positive": 0.14918613523020327, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.75, "time": 0.7669377978891134, "total_loss": 1.706201794615481} {"data_time": 0.016050051897764206, "eta_seconds": 148289.07150752004, "iteration": 80919, "loss_fcos_cls": 0.27297283336520195, "loss_fcos_ctr": 0.6217686971649528, "loss_fcos_loc": 0.21376826195046306, "loss_mask": 0.27664847671985626, "loss_maskiou": 0.0065127035704790615, "loss_sem_seg": 0.322781247086823, "lr": 0.01, "mask_rcnn/accuracy": 0.8711520122067519, "mask_rcnn/false_negative": 0.09089392412806094, "mask_rcnn/false_positive": 0.13858757391751944, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.75, "time": 0.7823961190879345, "total_loss": 1.7399368527912884} {"data_time": 0.01634696125984192, "eta_seconds": 148235.56585315242, "iteration": 80939, "loss_fcos_cls": 0.2854856182821095, "loss_fcos_ctr": 0.6232212306931615, "loss_fcos_loc": 0.21050777414347976, "loss_mask": 0.28873841743916273, "loss_maskiou": 0.007676563211134635, "loss_sem_seg": 0.3524319890420884, "lr": 0.01, "mask_rcnn/accuracy": 0.887868691526954, "mask_rcnn/false_negative": 0.1051173652242555, "mask_rcnn/false_positive": 0.1485846753668456, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.0, "time": 0.7827920438721776, "total_loss": 1.7583911507099401} {"data_time": 0.015316372737288475, "eta_seconds": 148219.88461102918, "iteration": 80959, "loss_fcos_cls": 0.2752438001334667, "loss_fcos_ctr": 0.6233900645747781, "loss_fcos_loc": 0.20702927722595632, "loss_mask": 0.2951166061684489, "loss_maskiou": 0.006805888922826853, "loss_sem_seg": 0.31800715113058686, "lr": 0.01, "mask_rcnn/accuracy": 0.8713159441931597, "mask_rcnn/false_negative": 0.08242673136123901, "mask_rcnn/false_positive": 0.16269256062927326, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.5, "time": 0.7834255769848824, "total_loss": 1.7289109422490583} {"data_time": 0.01527774054557085, "eta_seconds": 148315.400318834, "iteration": 80979, "loss_fcos_cls": 0.27309526642784476, "loss_fcos_ctr": 0.620185324922204, "loss_fcos_loc": 0.20172915305010974, "loss_mask": 0.28483062237501144, "loss_maskiou": 0.006569698947714642, "loss_sem_seg": 0.30120493192225695, "lr": 0.01, "mask_rcnn/accuracy": 0.8644703871376407, "mask_rcnn/false_negative": 0.114835273854648, "mask_rcnn/false_positive": 0.1457623942665201, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.802881401963532, "total_loss": 1.7355236675066408} {"data_time": 0.015636284835636616, "eta_seconds": 148256.23947846517, "iteration": 80999, "loss_fcos_cls": 0.28938473388552666, "loss_fcos_ctr": 0.6238679550588131, "loss_fcos_loc": 0.21673662681132555, "loss_mask": 0.29451372288167477, "loss_maskiou": 0.006928997241629986, "loss_sem_seg": 0.2923846917692572, "lr": 0.01, "mask_rcnn/accuracy": 0.8675057267805082, "mask_rcnn/false_negative": 0.0917863610851688, "mask_rcnn/false_positive": 0.15105043890609735, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.75, "time": 0.7844057865440845, "total_loss": 1.7041011604960659} {"data_time": 0.015350187197327614, "eta_seconds": 148359.82798590232, "iteration": 81019, "loss_fcos_cls": 0.28033376997336745, "loss_fcos_ctr": 0.6208321400918067, "loss_fcos_loc": 0.21040255925618112, "loss_mask": 0.295155867934227, "loss_maskiou": 0.007366103760432452, "loss_sem_seg": 0.2839704416692257, "lr": 0.01, "mask_rcnn/accuracy": 0.8532643613000755, "mask_rcnn/false_negative": 0.11286182214133594, "mask_rcnn/false_positive": 0.1581444017985199, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7871891539543867, "total_loss": 1.7306298013063497} {"data_time": 0.015794857405126095, "eta_seconds": 148239.5221002102, "iteration": 81039, "loss_fcos_cls": 0.28770290524698794, "loss_fcos_ctr": 0.6263222908601165, "loss_fcos_loc": 0.22823724383488297, "loss_mask": 0.307362855412066, "loss_maskiou": 0.008370866678887978, "loss_sem_seg": 0.29648459888994694, "lr": 0.01, "mask_rcnn/accuracy": 0.8727268470092509, "mask_rcnn/false_negative": 0.11470137753109774, "mask_rcnn/false_positive": 0.13498963489651084, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.7708319164812565, "total_loss": 1.746769525561831} {"data_time": 0.01585331466048956, "eta_seconds": 148132.20539586432, "iteration": 81059, "loss_fcos_cls": 0.27619553077965975, "loss_fcos_ctr": 0.6241586804389954, "loss_fcos_loc": 0.21832967875525355, "loss_mask": 0.28729140385985374, "loss_maskiou": 0.006520307026221417, "loss_sem_seg": 0.29094559885561466, "lr": 0.01, "mask_rcnn/accuracy": 0.8658839704348711, "mask_rcnn/false_negative": 0.11269295681219516, "mask_rcnn/false_positive": 0.17019125826164316, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7790448684245348, "total_loss": 1.7103656963736285} {"data_time": 0.015451060608029366, "eta_seconds": 148208.14218115807, "iteration": 81079, "loss_fcos_cls": 0.2907597189769149, "loss_fcos_ctr": 0.6215207790955901, "loss_fcos_loc": 0.21325642056763172, "loss_mask": 0.27962770592421293, "loss_maskiou": 0.007137265653000213, "loss_sem_seg": 0.3139292086707428, "lr": 0.01, "mask_rcnn/accuracy": 0.8709925551853395, "mask_rcnn/false_negative": 0.09250840527009274, "mask_rcnn/false_positive": 0.15460553103114558, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.25, "time": 0.7960392041131854, "total_loss": 1.7360969730216311} {"data_time": 0.017750603146851063, "eta_seconds": 148100.8448747713, "iteration": 81099, "loss_fcos_cls": 0.2978205478284508, "loss_fcos_ctr": 0.622754268348217, "loss_fcos_loc": 0.22009131219238043, "loss_mask": 0.2857363736256957, "loss_maskiou": 0.007386898389086127, "loss_sem_seg": 0.3305033976212144, "lr": 0.01, "mask_rcnn/accuracy": 0.8624123251785186, "mask_rcnn/false_negative": 0.12860400912176279, "mask_rcnn/false_positive": 0.16978024503934525, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.0, "time": 0.7729854127392173, "total_loss": 1.773673529161897} {"data_time": 0.016027720645070076, "eta_seconds": 148176.76226210594, "iteration": 81119, "loss_fcos_cls": 0.27879558596760035, "loss_fcos_ctr": 0.6181091666221619, "loss_fcos_loc": 0.1991014489904046, "loss_mask": 0.2865438051521778, "loss_maskiou": 0.0077029596286593005, "loss_sem_seg": 0.30594294192269444, "lr": 0.01, "mask_rcnn/accuracy": 0.8774597474859509, "mask_rcnn/false_negative": 0.10351865616572953, "mask_rcnn/false_positive": 0.14173642365775377, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7904702760279179, "total_loss": 1.7030583599043894} {"data_time": 0.01681602466851473, "eta_seconds": 148183.54706462938, "iteration": 81139, "loss_fcos_cls": 0.28094598185271025, "loss_fcos_ctr": 0.6221145063173026, "loss_fcos_loc": 0.2060703788883984, "loss_mask": 0.2852234011515975, "loss_maskiou": 0.006966673754504882, "loss_sem_seg": 0.30768303386867046, "lr": 0.01, "mask_rcnn/accuracy": 0.8682582322009715, "mask_rcnn/false_negative": 0.10024843566351443, "mask_rcnn/false_positive": 0.16350094932478143, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7895543072372675, "total_loss": 1.718350356357405} {"data_time": 0.017272845841944218, "eta_seconds": 148191.0407952033, "iteration": 81159, "loss_fcos_cls": 0.2817357163876295, "loss_fcos_ctr": 0.6229676925577223, "loss_fcos_loc": 0.2180083830608055, "loss_mask": 0.29542996920645237, "loss_maskiou": 0.007448428368661553, "loss_sem_seg": 0.30315019842237234, "lr": 0.01, "mask_rcnn/accuracy": 0.870367921575258, "mask_rcnn/false_negative": 0.08087612898318555, "mask_rcnn/false_positive": 0.14608580060128123, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7856290275231004, "total_loss": 1.7197170388535596} {"data_time": 0.018370875157415867, "eta_seconds": 148277.94916717242, "iteration": 81179, "loss_fcos_cls": 0.2917090046685189, "loss_fcos_ctr": 0.626279391348362, "loss_fcos_loc": 0.21784677868708968, "loss_mask": 0.2964967852458358, "loss_maskiou": 0.007200877531431615, "loss_sem_seg": 0.31256723077967763, "lr": 0.01, "mask_rcnn/accuracy": 0.8770816482080637, "mask_rcnn/false_negative": 0.09078548878786197, "mask_rcnn/false_positive": 0.13888457072269408, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7894271854311228, "total_loss": 1.761445893876953} {"data_time": 0.017411023378372192, "eta_seconds": 148262.24350422528, "iteration": 81199, "loss_fcos_cls": 0.2695747292600572, "loss_fcos_ctr": 0.6262310864403844, "loss_fcos_loc": 0.20847281347960234, "loss_mask": 0.2869784105569124, "loss_maskiou": 0.006605896211112849, "loss_sem_seg": 0.31034279661253095, "lr": 0.01, "mask_rcnn/accuracy": 0.8694636500547646, "mask_rcnn/false_negative": 0.11774987634659624, "mask_rcnn/false_positive": 0.15800343032466865, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7824227074161172, "total_loss": 1.6978271366097033} {"data_time": 0.014993233606219292, "eta_seconds": 148246.53784127813, "iteration": 81219, "loss_fcos_cls": 0.27593909855932, "loss_fcos_ctr": 0.6225310184527189, "loss_fcos_loc": 0.20719101233407855, "loss_mask": 0.2763036135584116, "loss_maskiou": 0.006841379581601359, "loss_sem_seg": 0.33435157127678394, "lr": 0.01, "mask_rcnn/accuracy": 0.886472553152124, "mask_rcnn/false_negative": 0.08502377693339758, "mask_rcnn/false_positive": 0.1258027946286855, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.771859647706151, "total_loss": 1.7518587744852994} {"data_time": 0.01636936143040657, "eta_seconds": 148261.1647857558, "iteration": 81239, "loss_fcos_cls": 0.27534617739729583, "loss_fcos_ctr": 0.624984435737133, "loss_fcos_loc": 0.20705009659286588, "loss_mask": 0.29218200594186783, "loss_maskiou": 0.0069242506287992, "loss_sem_seg": 0.2928068172186613, "lr": 0.01, "mask_rcnn/accuracy": 0.8709066534777177, "mask_rcnn/false_negative": 0.09760365893359632, "mask_rcnn/false_positive": 0.14239131803279176, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7928510922938585, "total_loss": 1.7153899342119985} {"data_time": 0.016083265654742718, "eta_seconds": 148215.12651538383, "iteration": 81259, "loss_fcos_cls": 0.28831240395084023, "loss_fcos_ctr": 0.6236498029902577, "loss_fcos_loc": 0.22088748775422573, "loss_mask": 0.28774118795990944, "loss_maskiou": 0.00713703827932477, "loss_sem_seg": 0.31148385675624013, "lr": 0.01, "mask_rcnn/accuracy": 0.8675226752416849, "mask_rcnn/false_negative": 0.10186582592516022, "mask_rcnn/false_positive": 0.1588330369788163, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7787823649123311, "total_loss": 1.767696983704809} {"data_time": 0.016488157212734222, "eta_seconds": 148096.87202414498, "iteration": 81279, "loss_fcos_cls": 0.26683987816795707, "loss_fcos_ctr": 0.6201709499582648, "loss_fcos_loc": 0.2091451018350199, "loss_mask": 0.2941570123657584, "loss_maskiou": 0.007890283624874428, "loss_sem_seg": 0.29722089506685734, "lr": 0.01, "mask_rcnn/accuracy": 0.8783216411564625, "mask_rcnn/false_negative": 0.103795429698139, "mask_rcnn/false_positive": 0.16021406510000988, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7668589539825916, "total_loss": 1.6889248786610551} {"data_time": 0.016578505747020245, "eta_seconds": 147989.51186789945, "iteration": 81299, "loss_fcos_cls": 0.2824261039495468, "loss_fcos_ctr": 0.6221923809498549, "loss_fcos_loc": 0.21885806578211486, "loss_mask": 0.28871828224509954, "loss_maskiou": 0.006935618701390922, "loss_sem_seg": 0.31661873776465654, "lr": 0.01, "mask_rcnn/accuracy": 0.8631654106150469, "mask_rcnn/false_negative": 0.10767616182122487, "mask_rcnn/false_positive": 0.1619597425508396, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.25, "time": 0.7756978143006563, "total_loss": 1.7210482512891758} {"data_time": 0.01657826639711857, "eta_seconds": 147786.63149410952, "iteration": 81319, "loss_fcos_cls": 0.27569778310135007, "loss_fcos_ctr": 0.6222596652805805, "loss_fcos_loc": 0.2135294785257429, "loss_mask": 0.2840617308393121, "loss_maskiou": 0.00745420076418668, "loss_sem_seg": 0.307703354395926, "lr": 0.01, "mask_rcnn/accuracy": 0.8613386143931256, "mask_rcnn/false_negative": 0.10469481379639119, "mask_rcnn/false_positive": 0.14475529555720884, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7969420272856951, "total_loss": 1.7414110317622544} {"data_time": 0.01506176870316267, "eta_seconds": 147855.31606820226, "iteration": 81339, "loss_fcos_cls": 0.29392500733956695, "loss_fcos_ctr": 0.6269438518211246, "loss_fcos_loc": 0.22444462846033275, "loss_mask": 0.28493933379650116, "loss_maskiou": 0.006407329681678675, "loss_sem_seg": 0.3374850698746741, "lr": 0.01, "mask_rcnn/accuracy": 0.8951437847866419, "mask_rcnn/false_negative": 0.08760811390309162, "mask_rcnn/false_positive": 0.13495584415744336, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7751764068379998, "total_loss": 1.771750415173301} {"data_time": 0.01618362031877041, "eta_seconds": 147987.0714651933, "iteration": 81359, "loss_fcos_cls": 0.28644034126773477, "loss_fcos_ctr": 0.6216114219278097, "loss_fcos_loc": 0.2196171669056639, "loss_mask": 0.29927341639995575, "loss_maskiou": 0.007912642016890459, "loss_sem_seg": 0.3046837290748954, "lr": 0.01, "mask_rcnn/accuracy": 0.8803948535936114, "mask_rcnn/false_negative": 0.10547886095390649, "mask_rcnn/false_positive": 0.1435000398607531, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7849934669211507, "total_loss": 1.7175093270197976} {"data_time": 0.016337204724550247, "eta_seconds": 148003.10289864521, "iteration": 81379, "loss_fcos_cls": 0.273316646926105, "loss_fcos_ctr": 0.6218236461281776, "loss_fcos_loc": 0.20595515053719282, "loss_mask": 0.29488739464432, "loss_maskiou": 0.006612096491153352, "loss_sem_seg": 0.27848390862345695, "lr": 0.01, "mask_rcnn/accuracy": 0.8749946818753835, "mask_rcnn/false_negative": 0.09836219145164518, "mask_rcnn/false_positive": 0.15422619632764123, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7943529356271029, "total_loss": 1.677692796307383} {"data_time": 0.015696410089731216, "eta_seconds": 147855.87597115338, "iteration": 81399, "loss_fcos_cls": 0.274334954097867, "loss_fcos_ctr": 0.6239991611801088, "loss_fcos_loc": 0.21342801884748042, "loss_mask": 0.28877880796790123, "loss_maskiou": 0.0069007217534817755, "loss_sem_seg": 0.2997053205035627, "lr": 0.01, "mask_rcnn/accuracy": 0.8623875537056929, "mask_rcnn/false_negative": 0.10239828253321007, "mask_rcnn/false_positive": 0.1742189548764872, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.5, "time": 0.7881676917895675, "total_loss": 1.713502051337855} {"data_time": 0.017642255872488022, "eta_seconds": 147987.00845791027, "iteration": 81419, "loss_fcos_cls": 0.2801926522515714, "loss_fcos_ctr": 0.6249700672924519, "loss_fcos_loc": 0.21829143608920276, "loss_mask": 0.2901315884664655, "loss_maskiou": 0.007114305946743116, "loss_sem_seg": 0.30041563929989934, "lr": 0.01, "mask_rcnn/accuracy": 0.8683593784111847, "mask_rcnn/false_negative": 0.11904661272749034, "mask_rcnn/false_positive": 0.15694544477591496, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7888103509321809, "total_loss": 1.7167406028602272} {"data_time": 0.016577002592384815, "eta_seconds": 147937.76017363463, "iteration": 81439, "loss_fcos_cls": 0.28726042713969946, "loss_fcos_ctr": 0.6223389664664865, "loss_fcos_loc": 0.2158316645072773, "loss_mask": 0.2854386316612363, "loss_maskiou": 0.006753478548489511, "loss_sem_seg": 0.3075772887095809, "lr": 0.01, "mask_rcnn/accuracy": 0.8611459414274184, "mask_rcnn/false_negative": 0.11070874972256622, "mask_rcnn/false_positive": 0.1720353790768037, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.25, "time": 0.7865312034264207, "total_loss": 1.7311538079375168} {"data_time": 0.015354529023170471, "eta_seconds": 147908.6224156944, "iteration": 81459, "loss_fcos_cls": 0.2663232986815274, "loss_fcos_ctr": 0.6213987558148801, "loss_fcos_loc": 0.2071238699136302, "loss_mask": 0.2835499830543995, "loss_maskiou": 0.006939564264030196, "loss_sem_seg": 0.3230455630691722, "lr": 0.01, "mask_rcnn/accuracy": 0.8860495783904695, "mask_rcnn/false_negative": 0.09005416990021918, "mask_rcnn/false_positive": 0.1495881662291133, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.5, "time": 0.779896174557507, "total_loss": 1.715251990748584} {"data_time": 0.014863121323287487, "eta_seconds": 147906.37770108227, "iteration": 81479, "loss_fcos_cls": 0.27532708505168557, "loss_fcos_ctr": 0.6252881931141019, "loss_fcos_loc": 0.2115121945971623, "loss_mask": 0.29133743420243263, "loss_maskiou": 0.006862714799353853, "loss_sem_seg": 0.32046691607683897, "lr": 0.01, "mask_rcnn/accuracy": 0.8783590099444867, "mask_rcnn/false_negative": 0.08911166219385525, "mask_rcnn/false_positive": 0.14874062096276114, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.0, "time": 0.7821840355172753, "total_loss": 1.7410183380852686} {"data_time": 0.017010804265737534, "eta_seconds": 147890.6864648061, "iteration": 81499, "loss_fcos_cls": 0.276395651511848, "loss_fcos_ctr": 0.6213399153202772, "loss_fcos_loc": 0.2024677088484168, "loss_mask": 0.2920624678954482, "loss_maskiou": 0.006205984493135475, "loss_sem_seg": 0.2891179253347218, "lr": 0.01, "mask_rcnn/accuracy": 0.8694094614475152, "mask_rcnn/false_negative": 0.11062475939596923, "mask_rcnn/false_positive": 0.15724908361973272, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7958409320563078, "total_loss": 1.6762856096902397} {"data_time": 0.015735975466668606, "eta_seconds": 147908.53448202834, "iteration": 81519, "loss_fcos_cls": 0.27547217381652445, "loss_fcos_ctr": 0.6203087028115988, "loss_fcos_loc": 0.2078568108845502, "loss_mask": 0.2877687579020858, "loss_maskiou": 0.0075613692024489865, "loss_sem_seg": 0.2801267793402076, "lr": 0.01, "mask_rcnn/accuracy": 0.8779815369685515, "mask_rcnn/false_negative": 0.11774843468222226, "mask_rcnn/false_positive": 0.12837573816159897, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.781385357491672, "total_loss": 1.7064008601155365} {"data_time": 0.01528586633503437, "eta_seconds": 147845.8631760953, "iteration": 81539, "loss_fcos_cls": 0.2817790317349136, "loss_fcos_ctr": 0.6197052644565701, "loss_fcos_loc": 0.20812592655420303, "loss_mask": 0.2993857739493251, "loss_maskiou": 0.006860905326902866, "loss_sem_seg": 0.32935016439296305, "lr": 0.01, "mask_rcnn/accuracy": 0.8651459581665819, "mask_rcnn/false_negative": 0.11160548889334801, "mask_rcnn/false_positive": 0.1707015644801632, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.769701792858541, "total_loss": 1.7344829505236703} {"data_time": 0.015675160102546215, "eta_seconds": 147634.45367496368, "iteration": 81559, "loss_fcos_cls": 0.26429737941361964, "loss_fcos_ctr": 0.6222156342118979, "loss_fcos_loc": 0.21034075459465384, "loss_mask": 0.29330955632030964, "loss_maskiou": 0.00683382974966662, "loss_sem_seg": 0.30702301673591137, "lr": 0.01, "mask_rcnn/accuracy": 0.8692918471736522, "mask_rcnn/false_negative": 0.09846677620060872, "mask_rcnn/false_positive": 0.13316717187983085, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7613270077854395, "total_loss": 1.7161152396729449} {"data_time": 0.015535406768321991, "eta_seconds": 147505.61290272977, "iteration": 81579, "loss_fcos_cls": 0.2699936463031918, "loss_fcos_ctr": 0.6228314395993948, "loss_fcos_loc": 0.21370677766390145, "loss_mask": 0.28479969408363104, "loss_maskiou": 0.0066976914458791725, "loss_sem_seg": 0.29889195831492543, "lr": 0.01, "mask_rcnn/accuracy": 0.8737495182802185, "mask_rcnn/false_negative": 0.09280586373798058, "mask_rcnn/false_positive": 0.17915910293801746, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.5, "time": 0.7809926811605692, "total_loss": 1.7117832369549433} {"data_time": 0.01622548419982195, "eta_seconds": 147453.14831504598, "iteration": 81599, "loss_fcos_cls": 0.2780338483862579, "loss_fcos_ctr": 0.6220187875442207, "loss_fcos_loc": 0.2139880540780723, "loss_mask": 0.2948100371286273, "loss_maskiou": 0.007361703348578885, "loss_sem_seg": 0.26859497698023915, "lr": 0.01, "mask_rcnn/accuracy": 0.8693473120955699, "mask_rcnn/false_negative": 0.10869232444750582, "mask_rcnn/false_positive": 0.158458899443696, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.25, "time": 0.7773592798039317, "total_loss": 1.6982877023110632} {"data_time": 0.016173744574189186, "eta_seconds": 147407.87174186762, "iteration": 81619, "loss_fcos_cls": 0.28805494494736195, "loss_fcos_ctr": 0.6228968165814877, "loss_fcos_loc": 0.22407644521445036, "loss_mask": 0.299091475084424, "loss_maskiou": 0.007648560116649605, "loss_sem_seg": 0.2918909597210586, "lr": 0.01, "mask_rcnn/accuracy": 0.8832259728053902, "mask_rcnn/false_negative": 0.10376119161065302, "mask_rcnn/false_positive": 0.1371125077372582, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.0, "time": 0.7860482428222895, "total_loss": 1.7231025450018933} {"data_time": 0.016532554291188717, "eta_seconds": 147458.64182851743, "iteration": 81639, "loss_fcos_cls": 0.27364432357717305, "loss_fcos_ctr": 0.6224021902307868, "loss_fcos_loc": 0.20846458268351853, "loss_mask": 0.28487309627234936, "loss_maskiou": 0.006220202136319131, "loss_sem_seg": 0.30514265038073063, "lr": 0.01, "mask_rcnn/accuracy": 0.8839402636054421, "mask_rcnn/false_negative": 0.10367145004745121, "mask_rcnn/false_positive": 0.13344398077451713, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.5, "time": 0.7958938423544168, "total_loss": 1.6931947089033201} {"data_time": 0.014999116770923138, "eta_seconds": 147326.0051644668, "iteration": 81659, "loss_fcos_cls": 0.2755439314059913, "loss_fcos_ctr": 0.6194885727018118, "loss_fcos_loc": 0.2023174548521638, "loss_mask": 0.27749489340931177, "loss_maskiou": 0.007027369269053452, "loss_sem_seg": 0.2855904661118984, "lr": 0.01, "mask_rcnn/accuracy": 0.9056409610215054, "mask_rcnn/false_negative": 0.0808332027337473, "mask_rcnn/false_positive": 0.11092515379738074, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.0, "time": 0.7549377353861928, "total_loss": 1.6976465888947132} {"data_time": 0.014293476939201355, "eta_seconds": 147297.11423807032, "iteration": 81679, "loss_fcos_cls": 0.27749223075807095, "loss_fcos_ctr": 0.6244180034846067, "loss_fcos_loc": 0.21148461382836103, "loss_mask": 0.2787383971735835, "loss_maskiou": 0.006784112207242288, "loss_sem_seg": 0.28732425696216524, "lr": 0.01, "mask_rcnn/accuracy": 0.89979856271777, "mask_rcnn/false_negative": 0.09424311159434168, "mask_rcnn/false_positive": 0.12138793003763163, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.7727761277928948, "total_loss": 1.6987695876086946} {"data_time": 0.016321842558681965, "eta_seconds": 147281.47104222514, "iteration": 81699, "loss_fcos_cls": 0.2785835375543684, "loss_fcos_ctr": 0.6208574697375298, "loss_fcos_loc": 0.2031708137365058, "loss_mask": 0.2765362672507763, "loss_maskiou": 0.006447113759350032, "loss_sem_seg": 0.2837749687023461, "lr": 0.01, "mask_rcnn/accuracy": 0.8656235505565864, "mask_rcnn/false_negative": 0.0971394104072621, "mask_rcnn/false_positive": 0.16129613481678706, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7815481582656503, "total_loss": 1.6545284371386515} {"data_time": 0.015583060681819916, "eta_seconds": 147265.82784637995, "iteration": 81719, "loss_fcos_cls": 0.2711332752369344, "loss_fcos_ctr": 0.6244268845766783, "loss_fcos_loc": 0.22144275973550975, "loss_mask": 0.286556058563292, "loss_maskiou": 0.006884525319037493, "loss_sem_seg": 0.30507191317155957, "lr": 0.01, "mask_rcnn/accuracy": 0.8565162172471918, "mask_rcnn/false_negative": 0.1158414176552342, "mask_rcnn/false_positive": 0.18313053450853783, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7817775048315525, "total_loss": 1.7303831465142139} {"data_time": 0.01615837961435318, "eta_seconds": 147259.75793773588, "iteration": 81739, "loss_fcos_cls": 0.28087144042365253, "loss_fcos_ctr": 0.625085549429059, "loss_fcos_loc": 0.21362253732513636, "loss_mask": 0.2948746997863054, "loss_maskiou": 0.007171995421231259, "loss_sem_seg": 0.3179701934568584, "lr": 0.01, "mask_rcnn/accuracy": 0.8571925523456136, "mask_rcnn/false_negative": 0.11112011905203252, "mask_rcnn/false_positive": 0.1473969666925618, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.0, "time": 0.7872099680826068, "total_loss": 1.771496703626326} {"data_time": 0.016416859813034534, "eta_seconds": 147259.07056137733, "iteration": 81759, "loss_fcos_cls": 0.26975116040557623, "loss_fcos_ctr": 0.6208229064941406, "loss_fcos_loc": 0.197954191127792, "loss_mask": 0.2813888555392623, "loss_maskiou": 0.00703385985980276, "loss_sem_seg": 0.30659253103658557, "lr": 0.01, "mask_rcnn/accuracy": 0.8743993832472748, "mask_rcnn/false_negative": 0.1006739058901196, "mask_rcnn/false_positive": 0.16497590044783866, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.789570290595293, "total_loss": 1.6634593761700671} {"data_time": 0.014727359637618065, "eta_seconds": 147224.52784063015, "iteration": 81779, "loss_fcos_cls": 0.28655996825546026, "loss_fcos_ctr": 0.6207620701752603, "loss_fcos_loc": 0.20828494912711903, "loss_mask": 0.2763548167422414, "loss_maskiou": 0.007218685059342533, "loss_sem_seg": 0.30775263952091336, "lr": 0.01, "mask_rcnn/accuracy": 0.8610164604885604, "mask_rcnn/false_negative": 0.1138455743816768, "mask_rcnn/false_positive": 0.17313416853644126, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.25, "time": 0.7770279822871089, "total_loss": 1.7383048492047237} {"data_time": 0.016491418704390526, "eta_seconds": 147227.77895740978, "iteration": 81799, "loss_fcos_cls": 0.2779076413717121, "loss_fcos_ctr": 0.6216651340946555, "loss_fcos_loc": 0.20452575059607625, "loss_mask": 0.28642872255295515, "loss_maskiou": 0.0066608075285330415, "loss_sem_seg": 0.35380723769776523, "lr": 0.01, "mask_rcnn/accuracy": 0.8653255585015943, "mask_rcnn/false_negative": 0.11660510237290962, "mask_rcnn/false_positive": 0.15017683522209205, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.7880164766684175, "total_loss": 1.7432852761266986} {"data_time": 0.017647264525294304, "eta_seconds": 147200.8483434543, "iteration": 81819, "loss_fcos_cls": 0.27279313816688955, "loss_fcos_ctr": 0.6214742101728916, "loss_fcos_loc": 0.20459638070315123, "loss_mask": 0.28077070601284504, "loss_maskiou": 0.006618130806600675, "loss_sem_seg": 0.30210496112704277, "lr": 0.01, "mask_rcnn/accuracy": 0.8764816848899447, "mask_rcnn/false_negative": 0.10439473548196251, "mask_rcnn/false_positive": 0.16594066952825312, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.5, "time": 0.7839481411501765, "total_loss": 1.687944573626737} {"data_time": 0.01609063521027565, "eta_seconds": 147196.48735344224, "iteration": 81839, "loss_fcos_cls": 0.28173761162906885, "loss_fcos_ctr": 0.625968155451119, "loss_fcos_loc": 0.22001263755373657, "loss_mask": 0.2802682360634208, "loss_maskiou": 0.007560561381978914, "loss_sem_seg": 0.3181720287539065, "lr": 0.01, "mask_rcnn/accuracy": 0.8856085453661984, "mask_rcnn/false_negative": 0.10052167965845595, "mask_rcnn/false_positive": 0.12170907776897052, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7874680189415812, "total_loss": 1.7258942977932747} {"data_time": 0.01730091404169798, "eta_seconds": 147180.84155145846, "iteration": 81859, "loss_fcos_cls": 0.27570308768190444, "loss_fcos_ctr": 0.6208291240036488, "loss_fcos_loc": 0.20670809200964868, "loss_mask": 0.2717921594157815, "loss_maskiou": 0.007132672195439227, "loss_sem_seg": 0.31085219816304743, "lr": 0.01, "mask_rcnn/accuracy": 0.8940693173821253, "mask_rcnn/false_negative": 0.08403098140091705, "mask_rcnn/false_positive": 0.1158333813173866, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7800839766860008, "total_loss": 1.6906892091064947} {"data_time": 0.01639915443956852, "eta_seconds": 147234.00467181578, "iteration": 81879, "loss_fcos_cls": 0.28274608263745904, "loss_fcos_ctr": 0.6239030417054892, "loss_fcos_loc": 0.21705857437336817, "loss_mask": 0.2922289213165641, "loss_maskiou": 0.007467183982953429, "loss_sem_seg": 0.3041142183355987, "lr": 0.01, "mask_rcnn/accuracy": 0.8625892857142857, "mask_rcnn/false_negative": 0.10732803291823727, "mask_rcnn/false_positive": 0.14743780013182967, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7891895165666938, "total_loss": 1.7030639911681646} {"data_time": 0.015916275791823864, "eta_seconds": 147161.2885903623, "iteration": 81899, "loss_fcos_cls": 0.27065460616722703, "loss_fcos_ctr": 0.6246646791696548, "loss_fcos_loc": 0.21016905247233808, "loss_mask": 0.2991802245378494, "loss_maskiou": 0.006990731992118526, "loss_sem_seg": 0.30681497836485505, "lr": 0.01, "mask_rcnn/accuracy": 0.8860200330132053, "mask_rcnn/false_negative": 0.10630805781773998, "mask_rcnn/false_positive": 0.13703635966704347, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7667560689151287, "total_loss": 1.7133668290625792} {"data_time": 0.01598524209111929, "eta_seconds": 147145.64154025726, "iteration": 81919, "loss_fcos_cls": 0.27096939482726157, "loss_fcos_ctr": 0.6230308515951037, "loss_fcos_loc": 0.2187736148480326, "loss_mask": 0.2914481367915869, "loss_maskiou": 0.007588729175040498, "loss_sem_seg": 0.31171516655012965, "lr": 0.01, "mask_rcnn/accuracy": 0.860908407600053, "mask_rcnn/false_negative": 0.09894958129278794, "mask_rcnn/false_positive": 0.16507645844346774, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7863247944042087, "total_loss": 1.7411099071723584} {"data_time": 0.01595188956707716, "eta_seconds": 147101.26783325337, "iteration": 81939, "loss_fcos_cls": 0.27150963619351387, "loss_fcos_ctr": 0.6197704439982772, "loss_fcos_loc": 0.20121345936786383, "loss_mask": 0.2784805539995432, "loss_maskiou": 0.006220944953383878, "loss_sem_seg": 0.27248736983165145, "lr": 0.01, "mask_rcnn/accuracy": 0.8799838030450275, "mask_rcnn/false_negative": 0.09142557417532722, "mask_rcnn/false_positive": 0.15909645823346077, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 28.0, "time": 0.7667206227779388, "total_loss": 1.6698514699237421} {"data_time": 0.016925261355936527, "eta_seconds": 147078.1094962377, "iteration": 81959, "loss_fcos_cls": 0.2650069008814171, "loss_fcos_ctr": 0.6225214553996921, "loss_fcos_loc": 0.20970875828061253, "loss_mask": 0.2717192657291889, "loss_maskiou": 0.006100256112404168, "loss_sem_seg": 0.25936399726197124, "lr": 0.01, "mask_rcnn/accuracy": 0.8966169143095835, "mask_rcnn/false_negative": 0.10236899020581029, "mask_rcnn/false_positive": 0.1243594543529532, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.7720296615734696, "total_loss": 1.6303763988689752} {"data_time": 0.015495833940804005, "eta_seconds": 147034.75262572616, "iteration": 81979, "loss_fcos_cls": 0.2722404805244878, "loss_fcos_ctr": 0.6206701621413231, "loss_fcos_loc": 0.20707827794831246, "loss_mask": 0.2856681179255247, "loss_maskiou": 0.006682543229544535, "loss_sem_seg": 0.2981064036139287, "lr": 0.01, "mask_rcnn/accuracy": 0.8716603262346667, "mask_rcnn/false_negative": 0.09220136282423647, "mask_rcnn/false_positive": 0.14910288719603104, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7810642123222351, "total_loss": 1.7245486152824014} {"data_time": 0.016396173276007175, "eta_seconds": 147006.69747638516, "iteration": 81999, "loss_fcos_cls": 0.2766283224336803, "loss_fcos_ctr": 0.6238154219463468, "loss_fcos_loc": 0.20473254448734224, "loss_mask": 0.28847272507846355, "loss_maskiou": 0.0074638595106080174, "loss_sem_seg": 0.31569531094282866, "lr": 0.01, "mask_rcnn/accuracy": 0.8767581181315827, "mask_rcnn/false_negative": 0.10918674687441485, "mask_rcnn/false_positive": 0.13214331707382804, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.75, "time": 0.7782621430233121, "total_loss": 1.7235535463696579} {"data_time": 0.01578066125512123, "eta_seconds": 146953.41356827226, "iteration": 82019, "loss_fcos_cls": 0.27658310520928353, "loss_fcos_ctr": 0.6219150424003601, "loss_fcos_loc": 0.21671845321543515, "loss_mask": 0.2928887140005827, "loss_maskiou": 0.0073526751511963084, "loss_sem_seg": 0.29251977847889066, "lr": 0.01, "mask_rcnn/accuracy": 0.8666926293554411, "mask_rcnn/false_negative": 0.09995012806077391, "mask_rcnn/false_positive": 0.19904053752500217, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.7691990733146667, "total_loss": 1.7218153033172712} {"data_time": 0.015769311226904392, "eta_seconds": 146967.00643234793, "iteration": 82039, "loss_fcos_cls": 0.2892040554434061, "loss_fcos_ctr": 0.6242628823965788, "loss_fcos_loc": 0.22142457484733313, "loss_mask": 0.2824074262753129, "loss_maskiou": 0.007019030788796954, "loss_sem_seg": 0.3282213192433119, "lr": 0.01, "mask_rcnn/accuracy": 0.8742775805974563, "mask_rcnn/false_negative": 0.08490893957116945, "mask_rcnn/false_positive": 0.16195936230254254, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7802656469866633, "total_loss": 1.7762588493642397} {"data_time": 0.014337634667754173, "eta_seconds": 146934.3325457722, "iteration": 82059, "loss_fcos_cls": 0.2823301817988977, "loss_fcos_ctr": 0.6259807893075049, "loss_fcos_loc": 0.21244804747402668, "loss_mask": 0.28416997101157904, "loss_maskiou": 0.006071645118936431, "loss_sem_seg": 0.33531291654799134, "lr": 0.01, "mask_rcnn/accuracy": 0.8666128949102923, "mask_rcnn/false_negative": 0.12264858283088048, "mask_rcnn/false_positive": 0.1597730553412977, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7725675599649549, "total_loss": 1.7603153854579432} {"data_time": 0.01634716149419546, "eta_seconds": 146719.16637130734, "iteration": 82079, "loss_fcos_cls": 0.2915503296535462, "loss_fcos_ctr": 0.623127494007349, "loss_fcos_loc": 0.22213626094162464, "loss_mask": 0.2982153845950961, "loss_maskiou": 0.007098566227796255, "loss_sem_seg": 0.32557720225304365, "lr": 0.01, "mask_rcnn/accuracy": 0.8704709264658244, "mask_rcnn/false_negative": 0.10714622565291476, "mask_rcnn/false_positive": 0.16247726473673918, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.5, "time": 0.7737326370552182, "total_loss": 1.8008429683832219} {"data_time": 0.015798081643879414, "eta_seconds": 146784.8326856466, "iteration": 82099, "loss_fcos_cls": 0.27148292353376746, "loss_fcos_ctr": 0.6236299802549183, "loss_fcos_loc": 0.21870258467970416, "loss_mask": 0.2794281356036663, "loss_maskiou": 0.006414470604795497, "loss_sem_seg": 0.2983549367636442, "lr": 0.01, "mask_rcnn/accuracy": 0.8695209902142675, "mask_rcnn/false_negative": 0.099241452340947, "mask_rcnn/false_positive": 0.14684545227400114, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.25, "time": 0.7876132326200604, "total_loss": 1.7166971651895437} {"data_time": 0.01664097886532545, "eta_seconds": 146769.20905057434, "iteration": 82119, "loss_fcos_cls": 0.26689041045028716, "loss_fcos_ctr": 0.6240700480993837, "loss_fcos_loc": 0.21847592666745186, "loss_mask": 0.2807511817663908, "loss_maskiou": 0.0062528609232685994, "loss_sem_seg": 0.29990289721172303, "lr": 0.01, "mask_rcnn/accuracy": 0.8737770108043217, "mask_rcnn/false_negative": 0.10732097220393123, "mask_rcnn/false_positive": 0.16197839956346347, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.5, "time": 0.7826448595151305, "total_loss": 1.6754383179577417} {"data_time": 0.015459894202649593, "eta_seconds": 146725.11518127844, "iteration": 82139, "loss_fcos_cls": 0.27300336165353656, "loss_fcos_ctr": 0.6207804158329964, "loss_fcos_loc": 0.1997590926475823, "loss_mask": 0.2794662434607744, "loss_maskiou": 0.006683297542622313, "loss_sem_seg": 0.3230643766000867, "lr": 0.01, "mask_rcnn/accuracy": 0.8766233766233766, "mask_rcnn/false_negative": 0.10514580168905649, "mask_rcnn/false_positive": 0.15804199691799325, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.7855010805651546, "total_loss": 1.721962518291548} {"data_time": 0.015245597809553146, "eta_seconds": 146684.95461467654, "iteration": 82159, "loss_fcos_cls": 0.2646971489302814, "loss_fcos_ctr": 0.6257641250267625, "loss_fcos_loc": 0.21012159693054855, "loss_mask": 0.2936443844810128, "loss_maskiou": 0.006897718834807165, "loss_sem_seg": 0.31537381443195045, "lr": 0.01, "mask_rcnn/accuracy": 0.8889798382710845, "mask_rcnn/false_negative": 0.09319309427365244, "mask_rcnn/false_positive": 0.15982226390988863, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7829828402027488, "total_loss": 1.7175224338570843} {"data_time": 0.018499460071325302, "eta_seconds": 146693.87397311255, "iteration": 82179, "loss_fcos_cls": 0.2853194195777178, "loss_fcos_ctr": 0.6217547785490751, "loss_fcos_loc": 0.20794767327606678, "loss_mask": 0.29505418613553047, "loss_maskiou": 0.007715371742960997, "loss_sem_seg": 0.3033246612176299, "lr": 0.01, "mask_rcnn/accuracy": 0.8970241960420532, "mask_rcnn/false_negative": 0.08879657579235115, "mask_rcnn/false_positive": 0.11943302667849255, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7891573384404182, "total_loss": 1.727121184419957} {"data_time": 0.01767993625253439, "eta_seconds": 146706.7145102853, "iteration": 82199, "loss_fcos_cls": 0.2792504731332883, "loss_fcos_ctr": 0.6253877296112478, "loss_fcos_loc": 0.21443626831751317, "loss_mask": 0.29879323951900005, "loss_maskiou": 0.00734591978834942, "loss_sem_seg": 0.2914765737950802, "lr": 0.01, "mask_rcnn/accuracy": 0.8687794227152827, "mask_rcnn/false_negative": 0.11655498713772472, "mask_rcnn/false_positive": 0.15955533087233745, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.7927282033488154, "total_loss": 1.688032164995093} {"data_time": 0.015678864903748035, "eta_seconds": 146797.06434833165, "iteration": 82219, "loss_fcos_cls": 0.2788980323821306, "loss_fcos_ctr": 0.6213587541133165, "loss_fcos_loc": 0.21080500585958362, "loss_mask": 0.29794702492654324, "loss_maskiou": 0.007494016739656217, "loss_sem_seg": 0.2838617549277842, "lr": 0.01, "mask_rcnn/accuracy": 0.8715002810240906, "mask_rcnn/false_negative": 0.10297155832991436, "mask_rcnn/false_positive": 0.13594611820158792, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.75, "time": 0.7913703573867679, "total_loss": 1.7259962911339244} {"data_time": 0.01564311422407627, "eta_seconds": 146781.4294263376, "iteration": 82239, "loss_fcos_cls": 0.2705514505505562, "loss_fcos_ctr": 0.6242361329495907, "loss_fcos_loc": 0.20990210631862283, "loss_mask": 0.2894249986857176, "loss_maskiou": 0.007017798590823077, "loss_sem_seg": 0.29834411572664976, "lr": 0.01, "mask_rcnn/accuracy": 0.864914348729741, "mask_rcnn/false_negative": 0.10660263135600279, "mask_rcnn/false_positive": 0.18733413680147035, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.7870880477130413, "total_loss": 1.6879799450252904} {"data_time": 0.017115099355578423, "eta_seconds": 146794.98808058817, "iteration": 82259, "loss_fcos_cls": 0.28104998532216996, "loss_fcos_ctr": 0.6232438576407731, "loss_fcos_loc": 0.21806774009019136, "loss_mask": 0.27571170404553413, "loss_maskiou": 0.006877394422190264, "loss_sem_seg": 0.2916573283728212, "lr": 0.01, "mask_rcnn/accuracy": 0.8653526886945254, "mask_rcnn/false_negative": 0.11691567739471653, "mask_rcnn/false_positive": 0.16226905331182995, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 28.75, "time": 0.7865550694987178, "total_loss": 1.7081974486354738} {"data_time": 0.015281104482710361, "eta_seconds": 146822.91126781516, "iteration": 82279, "loss_fcos_cls": 0.2801727196201682, "loss_fcos_ctr": 0.6230503870174289, "loss_fcos_loc": 0.20869584544561803, "loss_mask": 0.2776644229888916, "loss_maskiou": 0.0063617613923270255, "loss_sem_seg": 0.3021704610437155, "lr": 0.01, "mask_rcnn/accuracy": 0.8767679503308172, "mask_rcnn/false_negative": 0.10072881768357901, "mask_rcnn/false_positive": 0.14395542557364205, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7835285793989897, "total_loss": 1.7012098385894205} {"data_time": 0.015981745906174183, "eta_seconds": 146836.63390781544, "iteration": 82299, "loss_fcos_cls": 0.2755094077438116, "loss_fcos_ctr": 0.6208361908793449, "loss_fcos_loc": 0.20462545147165656, "loss_mask": 0.2862721337005496, "loss_maskiou": 0.006900830150698312, "loss_sem_seg": 0.313651317730546, "lr": 0.01, "mask_rcnn/accuracy": 0.8795450350682908, "mask_rcnn/false_negative": 0.10293145919807781, "mask_rcnn/false_positive": 0.14758283720077153, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.7902011731639504, "total_loss": 1.6881837904802524} {"data_time": 0.018437158316373825, "eta_seconds": 146805.80291494913, "iteration": 82319, "loss_fcos_cls": 0.27846113801933825, "loss_fcos_ctr": 0.6236626282334328, "loss_fcos_loc": 0.21275493584107608, "loss_mask": 0.2841954091563821, "loss_maskiou": 0.006320964232145343, "loss_sem_seg": 0.3283803458325565, "lr": 0.01, "mask_rcnn/accuracy": 0.8761489768779852, "mask_rcnn/false_negative": 0.09469954799485239, "mask_rcnn/false_positive": 0.1624381902037732, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7755230963230133, "total_loss": 1.7512085298658349} {"data_time": 0.0158398374915123, "eta_seconds": 146780.70369065087, "iteration": 82339, "loss_fcos_cls": 0.28005788335576653, "loss_fcos_ctr": 0.6227059816010296, "loss_fcos_loc": 0.20532077667303383, "loss_mask": 0.27399895060807467, "loss_maskiou": 0.006139903285657056, "loss_sem_seg": 0.36324398312717676, "lr": 0.01, "mask_rcnn/accuracy": 0.8591068363844394, "mask_rcnn/false_negative": 0.11551080528777244, "mask_rcnn/false_positive": 0.15195897509204148, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.0, "time": 0.7704497175291181, "total_loss": 1.7264515600836603} {"data_time": 0.015659907832741737, "eta_seconds": 146760.34057566337, "iteration": 82359, "loss_fcos_cls": 0.29324973258189857, "loss_fcos_ctr": 0.623229855671525, "loss_fcos_loc": 0.21101694996468723, "loss_mask": 0.2812495483085513, "loss_maskiou": 0.0074653160918387584, "loss_sem_seg": 0.3389387419447303, "lr": 0.01, "mask_rcnn/accuracy": 0.8724631026965715, "mask_rcnn/false_negative": 0.10987594441312917, "mask_rcnn/false_positive": 0.1238572148274876, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.25, "time": 0.7851405665278435, "total_loss": 1.7873405554200872} {"data_time": 0.015587210655212402, "eta_seconds": 146644.21580452658, "iteration": 82379, "loss_fcos_cls": 0.2737489598803222, "loss_fcos_ctr": 0.620866674464196, "loss_fcos_loc": 0.2071067186188884, "loss_mask": 0.2795028039254248, "loss_maskiou": 0.00652446051753941, "loss_sem_seg": 0.3038912806659937, "lr": 0.01, "mask_rcnn/accuracy": 0.9063240618828177, "mask_rcnn/false_negative": 0.07788347686132183, "mask_rcnn/false_positive": 0.1271035595467089, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7796907601878047, "total_loss": 1.7058556178599247} {"data_time": 0.01611437276005745, "eta_seconds": 146550.47815956268, "iteration": 82399, "loss_fcos_cls": 0.27688164357095957, "loss_fcos_ctr": 0.6224076561629772, "loss_fcos_loc": 0.21130652609281242, "loss_mask": 0.2570469113998115, "loss_maskiou": 0.005753595934947953, "loss_sem_seg": 0.32706113485619426, "lr": 0.01, "mask_rcnn/accuracy": 0.8929225536368394, "mask_rcnn/false_negative": 0.09495878572124182, "mask_rcnn/false_positive": 0.12704096448349433, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.7742542615160346, "total_loss": 1.6966106800391572} {"data_time": 0.01663159392774105, "eta_seconds": 146523.28494693618, "iteration": 82419, "loss_fcos_cls": 0.28915109182707965, "loss_fcos_ctr": 0.6226313812658191, "loss_fcos_loc": 0.21697823354043067, "loss_mask": 0.2878843331709504, "loss_maskiou": 0.006760269359801896, "loss_sem_seg": 0.3002740629017353, "lr": 0.01, "mask_rcnn/accuracy": 0.8961957070608982, "mask_rcnn/false_negative": 0.06440786668268454, "mask_rcnn/false_positive": 0.13994587630079972, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 24.75, "time": 0.7839924190193415, "total_loss": 1.7381336418329738} {"data_time": 0.014791054651141167, "eta_seconds": 146390.59930974245, "iteration": 82439, "loss_fcos_cls": 0.2718542175134644, "loss_fcos_ctr": 0.6243282589130104, "loss_fcos_loc": 0.21468283841386437, "loss_mask": 0.29133182717487216, "loss_maskiou": 0.006808169273426756, "loss_sem_seg": 0.301222603302449, "lr": 0.01, "mask_rcnn/accuracy": 0.885503611952227, "mask_rcnn/false_negative": 0.10199110754913257, "mask_rcnn/false_positive": 0.13772016731203954, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.75, "time": 0.7660833951085806, "total_loss": 1.682346953144588} {"data_time": 0.018709411844611168, "eta_seconds": 146473.63469944987, "iteration": 82459, "loss_fcos_cls": 0.28159285988658667, "loss_fcos_ctr": 0.6194502618163824, "loss_fcos_loc": 0.2070590457879007, "loss_mask": 0.27362197265028954, "loss_maskiou": 0.006882250076159835, "loss_sem_seg": 0.32267254777252674, "lr": 0.01, "mask_rcnn/accuracy": 0.8744270811235098, "mask_rcnn/false_negative": 0.09514742556798814, "mask_rcnn/false_positive": 0.13805274208139395, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7880278881639242, "total_loss": 1.712731538907974} {"data_time": 0.015459285117685795, "eta_seconds": 146476.41774238553, "iteration": 82479, "loss_fcos_cls": 0.26909129973500967, "loss_fcos_ctr": 0.6224945369176567, "loss_fcos_loc": 0.20420997589826584, "loss_mask": 0.27911924477666616, "loss_maskiou": 0.006730027191224508, "loss_sem_seg": 0.2897376660257578, "lr": 0.01, "mask_rcnn/accuracy": 0.8824883929544358, "mask_rcnn/false_negative": 0.1013817427965466, "mask_rcnn/false_positive": 0.11990169465674275, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7947732824832201, "total_loss": 1.6949377406563144} {"data_time": 0.015936226584017277, "eta_seconds": 146397.34574169386, "iteration": 82499, "loss_fcos_cls": 0.26615547202527523, "loss_fcos_ctr": 0.6233718106523156, "loss_fcos_loc": 0.210444632160943, "loss_mask": 0.27241439651697874, "loss_maskiou": 0.0069249370353645645, "loss_sem_seg": 0.3099339813925326, "lr": 0.01, "mask_rcnn/accuracy": 0.8783312370086923, "mask_rcnn/false_negative": 0.11316958819077264, "mask_rcnn/false_positive": 0.12889496813214635, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7840170254930854, "total_loss": 1.7153499845881015} {"data_time": 0.01800327468663454, "eta_seconds": 146476.11125026364, "iteration": 82519, "loss_fcos_cls": 0.28112800256349146, "loss_fcos_ctr": 0.6222499250434339, "loss_fcos_loc": 0.2148562747752294, "loss_mask": 0.2969647888094187, "loss_maskiou": 0.0069833001543884166, "loss_sem_seg": 0.32604579580947757, "lr": 0.01, "mask_rcnn/accuracy": 0.8735402494331066, "mask_rcnn/false_negative": 0.08910085859538955, "mask_rcnn/false_positive": 0.1483323660899436, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7875834051519632, "total_loss": 1.7253193801007} {"data_time": 0.016172435134649277, "eta_seconds": 146519.16010964848, "iteration": 82539, "loss_fcos_cls": 0.28284562821500003, "loss_fcos_ctr": 0.6228026896715164, "loss_fcos_loc": 0.20809282758273184, "loss_mask": 0.2804349819198251, "loss_maskiou": 0.006233252534002531, "loss_sem_seg": 0.29463948612101376, "lr": 0.01, "mask_rcnn/accuracy": 0.8660981895390131, "mask_rcnn/false_negative": 0.1158571410990559, "mask_rcnn/false_positive": 0.154311963501578, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.7827956713736057, "total_loss": 1.7074686834821478} {"data_time": 0.015741609036922455, "eta_seconds": 146587.24766044226, "iteration": 82559, "loss_fcos_cls": 0.2759161996655166, "loss_fcos_ctr": 0.6236799811013043, "loss_fcos_loc": 0.2052484208252281, "loss_mask": 0.2872125515714288, "loss_maskiou": 0.0067125808709533885, "loss_sem_seg": 0.30259842006489635, "lr": 0.01, "mask_rcnn/accuracy": 0.8778476873862251, "mask_rcnn/false_negative": 0.080309053807081, "mask_rcnn/false_positive": 0.1686018961402787, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7871951032429934, "total_loss": 1.7027884963026736} {"data_time": 0.01574979815632105, "eta_seconds": 146553.16858804785, "iteration": 82579, "loss_fcos_cls": 0.28001071815378964, "loss_fcos_ctr": 0.621793529484421, "loss_fcos_loc": 0.21337940520606935, "loss_mask": 0.28694814350456, "loss_maskiou": 0.007199515588581562, "loss_sem_seg": 0.30000241938978434, "lr": 0.01, "mask_rcnn/accuracy": 0.8867562249258678, "mask_rcnn/false_negative": 0.08482113330612293, "mask_rcnn/false_positive": 0.1498441290374548, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.5, "time": 0.7757372483611107, "total_loss": 1.7170032789581455} {"data_time": 0.01801770832389593, "eta_seconds": 146537.5296608638, "iteration": 82599, "loss_fcos_cls": 0.2754192615393549, "loss_fcos_ctr": 0.625896496232599, "loss_fcos_loc": 0.21068634709808975, "loss_mask": 0.28045793902128935, "loss_maskiou": 0.006536053704621736, "loss_sem_seg": 0.3328445260412991, "lr": 0.01, "mask_rcnn/accuracy": 0.8815998579309773, "mask_rcnn/false_negative": 0.10377973573534935, "mask_rcnn/false_positive": 0.1546043433787975, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7780003594234586, "total_loss": 1.7648415235598804} {"data_time": 0.01672453247010708, "eta_seconds": 146397.98274057452, "iteration": 82619, "loss_fcos_cls": 0.2692400333471596, "loss_fcos_ctr": 0.6231890008784831, "loss_fcos_loc": 0.21770801962702535, "loss_mask": 0.26147946529090405, "loss_maskiou": 0.00633960566483438, "loss_sem_seg": 0.2949446807615459, "lr": 0.01, "mask_rcnn/accuracy": 0.8893846905645375, "mask_rcnn/false_negative": 0.0814213121161903, "mask_rcnn/false_positive": 0.14264255659991454, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 22.75, "time": 0.7551385145634413, "total_loss": 1.6785631508246297} {"data_time": 0.015092168934643269, "eta_seconds": 146382.3570386367, "iteration": 82639, "loss_fcos_cls": 0.2715325183235109, "loss_fcos_ctr": 0.6231018640100956, "loss_fcos_loc": 0.20524868369102478, "loss_mask": 0.2803668649867177, "loss_maskiou": 0.007325529382796958, "loss_sem_seg": 0.2767657204531133, "lr": 0.01, "mask_rcnn/accuracy": 0.8679721940903133, "mask_rcnn/false_negative": 0.10138477533718565, "mask_rcnn/false_positive": 0.16291769279348048, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.7965488582849503, "total_loss": 1.6743857601977652} {"data_time": 0.014676420949399471, "eta_seconds": 146531.80099505838, "iteration": 82659, "loss_fcos_cls": 0.27450442407280207, "loss_fcos_ctr": 0.6255538146942854, "loss_fcos_loc": 0.21822017652448267, "loss_mask": 0.28925289772450924, "loss_maskiou": 0.006588612348423339, "loss_sem_seg": 0.3012845057528466, "lr": 0.01, "mask_rcnn/accuracy": 0.881479728579937, "mask_rcnn/false_negative": 0.10321758265236364, "mask_rcnn/false_positive": 0.14052069689928737, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.25, "time": 0.787261551246047, "total_loss": 1.728061601446825} {"data_time": 0.017660931684076786, "eta_seconds": 146576.4745325232, "iteration": 82679, "loss_fcos_cls": 0.27491283789277077, "loss_fcos_ctr": 0.6237064367160201, "loss_fcos_loc": 0.2078177466755733, "loss_mask": 0.2847609743475914, "loss_maskiou": 0.006548886274686083, "loss_sem_seg": 0.30793267814442515, "lr": 0.01, "mask_rcnn/accuracy": 0.8834567983037371, "mask_rcnn/false_negative": 0.09292748370245704, "mask_rcnn/false_positive": 0.13725237544634927, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.7766068037599325, "total_loss": 1.7496225246140966} {"data_time": 0.015019598416984081, "eta_seconds": 146571.1197294658, "iteration": 82699, "loss_fcos_cls": 0.2641883185133338, "loss_fcos_ctr": 0.6201487239450216, "loss_fcos_loc": 0.20851872087223455, "loss_mask": 0.27993493620306253, "loss_maskiou": 0.006411606416804716, "loss_sem_seg": 0.28600055258721113, "lr": 0.01, "mask_rcnn/accuracy": 0.8731541281696216, "mask_rcnn/false_negative": 0.1142245134800472, "mask_rcnn/false_positive": 0.1551885094399395, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7801066553220153, "total_loss": 1.66742320942285} {"data_time": 0.018848381005227566, "eta_seconds": 146588.1597001534, "iteration": 82719, "loss_fcos_cls": 0.26611849665641785, "loss_fcos_ctr": 0.6203348552808166, "loss_fcos_loc": 0.20995480741839856, "loss_mask": 0.27644000481814146, "loss_maskiou": 0.007093112268194091, "loss_sem_seg": 0.3124108142219484, "lr": 0.01, "mask_rcnn/accuracy": 0.8629756590136055, "mask_rcnn/false_negative": 0.09396175794818465, "mask_rcnn/false_positive": 0.1762125307853203, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7862238418310881, "total_loss": 1.7143120785258361} {"data_time": 0.01675528660416603, "eta_seconds": 146539.81800235715, "iteration": 82739, "loss_fcos_cls": 0.28190355305559933, "loss_fcos_ctr": 0.6253035627305508, "loss_fcos_loc": 0.21413393854163587, "loss_mask": 0.29601302836090326, "loss_maskiou": 0.007411603459331673, "loss_sem_seg": 0.3258170671761036, "lr": 0.01, "mask_rcnn/accuracy": 0.8776638466481046, "mask_rcnn/false_negative": 0.12198183139892943, "mask_rcnn/false_positive": 0.14613795022465198, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.775495589710772, "total_loss": 1.7593023244553478} {"data_time": 0.017718165181577206, "eta_seconds": 146524.16713880282, "iteration": 82759, "loss_fcos_cls": 0.2986909784376621, "loss_fcos_ctr": 0.6246466096490622, "loss_fcos_loc": 0.22366598853841424, "loss_mask": 0.30743993911892176, "loss_maskiou": 0.007541924598626792, "loss_sem_seg": 0.3290364184649661, "lr": 0.01, "mask_rcnn/accuracy": 0.8502211788970907, "mask_rcnn/false_negative": 0.13058990277267676, "mask_rcnn/false_positive": 0.18462097322826793, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.0, "time": 0.7843371583148837, "total_loss": 1.7815034166851547} {"data_time": 0.015534622594714165, "eta_seconds": 146500.31179188285, "iteration": 82779, "loss_fcos_cls": 0.2694877414032817, "loss_fcos_ctr": 0.6237359326332808, "loss_fcos_loc": 0.20867688197176903, "loss_mask": 0.28107406198978424, "loss_maskiou": 0.00647835844574729, "loss_sem_seg": 0.2664114045910537, "lr": 0.01, "mask_rcnn/accuracy": 0.8699032466940858, "mask_rcnn/false_negative": 0.09377149514416142, "mask_rcnn/false_positive": 0.14512631306310647, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.5, "time": 0.7657138872891665, "total_loss": 1.6619180394118303} {"data_time": 0.016663934104144573, "eta_seconds": 146404.6891029738, "iteration": 82799, "loss_fcos_cls": 0.2817273505497724, "loss_fcos_ctr": 0.6222971705719829, "loss_fcos_loc": 0.2053491910919547, "loss_mask": 0.2819334901869297, "loss_maskiou": 0.006314390382613055, "loss_sem_seg": 0.3198046460747719, "lr": 0.01, "mask_rcnn/accuracy": 0.8890724649234694, "mask_rcnn/false_negative": 0.08712047685825874, "mask_rcnn/false_positive": 0.1502524457521936, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7780263479799032, "total_loss": 1.701115615433082} {"data_time": 0.0161527032032609, "eta_seconds": 146307.88309407327, "iteration": 82819, "loss_fcos_cls": 0.29241664649453014, "loss_fcos_ctr": 0.6222411841154099, "loss_fcos_loc": 0.21104515733895823, "loss_mask": 0.27340658381581306, "loss_maskiou": 0.006677787110675126, "loss_sem_seg": 0.2991451539564878, "lr": 0.01, "mask_rcnn/accuracy": 0.8768269280892433, "mask_rcnn/false_negative": 0.09175887540061378, "mask_rcnn/false_positive": 0.1439984816728005, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7761255335062742, "total_loss": 1.6955122739382205} {"data_time": 0.015895246528089046, "eta_seconds": 146349.86253465526, "iteration": 82839, "loss_fcos_cls": 0.2755162729881704, "loss_fcos_ctr": 0.6231641517952085, "loss_fcos_loc": 0.2106826277449727, "loss_mask": 0.2839712519198656, "loss_maskiou": 0.006518712834804319, "loss_sem_seg": 0.3044510753825307, "lr": 0.01, "mask_rcnn/accuracy": 0.8585196356450726, "mask_rcnn/false_negative": 0.10446346339506132, "mask_rcnn/false_positive": 0.16605338373359915, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 40.75, "time": 0.7940632831305265, "total_loss": 1.7012679521285463} {"data_time": 0.016526922583580017, "eta_seconds": 146445.91282103118, "iteration": 82859, "loss_fcos_cls": 0.2703781481832266, "loss_fcos_ctr": 0.6259972709231079, "loss_fcos_loc": 0.21609843394253403, "loss_mask": 0.29176927730441093, "loss_maskiou": 0.006877064835862257, "loss_sem_seg": 0.265186256961897, "lr": 0.01, "mask_rcnn/accuracy": 0.8853577108981244, "mask_rcnn/false_negative": 0.09930487708578066, "mask_rcnn/false_positive": 0.13478563204179644, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.5, "time": 0.7980749504640698, "total_loss": 1.6840730876065209} {"data_time": 0.01457444578409195, "eta_seconds": 146341.31576350518, "iteration": 82879, "loss_fcos_cls": 0.29626721050590277, "loss_fcos_ctr": 0.6234148959629238, "loss_fcos_loc": 0.2204924349207431, "loss_mask": 0.2804622547701001, "loss_maskiou": 0.007023374826530926, "loss_sem_seg": 0.2984291221946478, "lr": 0.01, "mask_rcnn/accuracy": 0.8925708777829313, "mask_rcnn/false_negative": 0.07705755430233369, "mask_rcnn/false_positive": 0.15696558940259053, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7759766113013029, "total_loss": 1.7528413740219548} {"data_time": 0.015068142674863338, "eta_seconds": 146414.61109392252, "iteration": 82899, "loss_fcos_cls": 0.2778560630977154, "loss_fcos_ctr": 0.6225248062983155, "loss_fcos_loc": 0.2063579331152141, "loss_mask": 0.2880266485735774, "loss_maskiou": 0.007266468135640025, "loss_sem_seg": 0.3094471930526197, "lr": 0.01, "mask_rcnn/accuracy": 0.8733074846327895, "mask_rcnn/false_negative": 0.1175372150035373, "mask_rcnn/false_positive": 0.13919831370719088, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.25, "time": 0.7789599793031812, "total_loss": 1.7144283845264} {"data_time": 0.01684967428445816, "eta_seconds": 146398.9602303682, "iteration": 82919, "loss_fcos_cls": 0.2799351254943758, "loss_fcos_ctr": 0.6222721878439188, "loss_fcos_loc": 0.21657450823113322, "loss_mask": 0.2738173073157668, "loss_maskiou": 0.007134864659747109, "loss_sem_seg": 0.2947462131269276, "lr": 0.01, "mask_rcnn/accuracy": 0.8612737586155721, "mask_rcnn/false_negative": 0.10625158509823023, "mask_rcnn/false_positive": 0.1762725285902768, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7836720971390605, "total_loss": 1.7350287139342981} {"data_time": 0.01649551000446081, "eta_seconds": 146428.22037636396, "iteration": 82939, "loss_fcos_cls": 0.284217074746266, "loss_fcos_ctr": 0.6222566282376647, "loss_fcos_loc": 0.20751846639905125, "loss_mask": 0.26977307349443436, "loss_maskiou": 0.006223731623322237, "loss_sem_seg": 0.3146188482642174, "lr": 0.01, "mask_rcnn/accuracy": 0.881013636311019, "mask_rcnn/false_negative": 0.08605084653219701, "mask_rcnn/false_positive": 0.1275777929598742, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.0, "time": 0.7844448266550899, "total_loss": 1.7150105567270657} {"data_time": 0.015475449152290821, "eta_seconds": 146400.30744430237, "iteration": 82959, "loss_fcos_cls": 0.27444628765806556, "loss_fcos_ctr": 0.6197095038369298, "loss_fcos_loc": 0.2046991788665764, "loss_mask": 0.27624322287738323, "loss_maskiou": 0.007086502475431189, "loss_sem_seg": 0.3111951411701739, "lr": 0.01, "mask_rcnn/accuracy": 0.859778430026241, "mask_rcnn/false_negative": 0.0961183879713676, "mask_rcnn/false_positive": 0.20243177848656685, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7614300847053528, "total_loss": 1.715118187450571} {"data_time": 0.017182281240820885, "eta_seconds": 146384.6530896481, "iteration": 82979, "loss_fcos_cls": 0.26354882773011923, "loss_fcos_ctr": 0.6221915455535054, "loss_fcos_loc": 0.21239044796675444, "loss_mask": 0.295797623693943, "loss_maskiou": 0.006679798843833851, "loss_sem_seg": 0.30007792357355356, "lr": 0.01, "mask_rcnn/accuracy": 0.8646412745542242, "mask_rcnn/false_negative": 0.09847347415697352, "mask_rcnn/false_positive": 0.16515375934166415, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7822579853236675, "total_loss": 1.713198648125399} {"data_time": 0.016261101700365543, "eta_seconds": 146381.25338045042, "iteration": 82999, "loss_fcos_cls": 0.27366075990721583, "loss_fcos_ctr": 0.6231664950028062, "loss_fcos_loc": 0.21289547812193632, "loss_mask": 0.30943511612713337, "loss_maskiou": 0.00731050013564527, "loss_sem_seg": 0.27775083715096116, "lr": 0.01, "mask_rcnn/accuracy": 0.8784192248327902, "mask_rcnn/false_negative": 0.1095098998428764, "mask_rcnn/false_positive": 0.15044692330558115, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.788881616666913, "total_loss": 1.7158346986980177} {"data_time": 0.017418778501451015, "eta_seconds": 146365.5977151459, "iteration": 83019, "loss_fcos_cls": 0.2687265316490084, "loss_fcos_ctr": 0.6223336579278111, "loss_fcos_loc": 0.20567071065306664, "loss_mask": 0.2832965152338147, "loss_maskiou": 0.0074428206571610644, "loss_sem_seg": 0.31849531223997474, "lr": 0.01, "mask_rcnn/accuracy": 0.8822979711027825, "mask_rcnn/false_negative": 0.08989026682520013, "mask_rcnn/false_positive": 0.15755763270659243, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 24.75, "time": 0.7753758933395147, "total_loss": 1.6972198481525993} {"data_time": 0.016900675371289253, "eta_seconds": 146337.69002568536, "iteration": 83039, "loss_fcos_cls": 0.2831244415137917, "loss_fcos_ctr": 0.6227729800157249, "loss_fcos_loc": 0.21606770320795476, "loss_mask": 0.2831968069076538, "loss_maskiou": 0.007321124357986264, "loss_sem_seg": 0.29877537535503507, "lr": 0.01, "mask_rcnn/accuracy": 0.8582312980639092, "mask_rcnn/false_negative": 0.12356951955632695, "mask_rcnn/false_positive": 0.11649796851310573, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7745149256661534, "total_loss": 1.7314097797352588} {"data_time": 0.016383172944188118, "eta_seconds": 146322.0356710311, "iteration": 83059, "loss_fcos_cls": 0.26359007554128766, "loss_fcos_ctr": 0.6211368185468018, "loss_fcos_loc": 0.1998298141406849, "loss_mask": 0.2826136974617839, "loss_maskiou": 0.006304014446868678, "loss_sem_seg": 0.2946820231154561, "lr": 0.01, "mask_rcnn/accuracy": 0.865207641016455, "mask_rcnn/false_negative": 0.1012652806041261, "mask_rcnn/false_positive": 0.15901317797234127, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7745537087321281, "total_loss": 1.6902366856083972} {"data_time": 0.016114236786961555, "eta_seconds": 146336.8336121505, "iteration": 83079, "loss_fcos_cls": 0.28318038466386497, "loss_fcos_ctr": 0.6260763620957732, "loss_fcos_loc": 0.21205728489439934, "loss_mask": 0.2868661191314459, "loss_maskiou": 0.006887353825732134, "loss_sem_seg": 0.3565878449007869, "lr": 0.01, "mask_rcnn/accuracy": 0.879135443239796, "mask_rcnn/false_negative": 0.08913703232681464, "mask_rcnn/false_positive": 0.1603314794232038, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.25, "time": 0.7838178435340524, "total_loss": 1.757091385545209} {"data_time": 0.015857655555009842, "eta_seconds": 146302.97505392786, "iteration": 83099, "loss_fcos_cls": 0.28295201959554106, "loss_fcos_ctr": 0.6251996196806431, "loss_fcos_loc": 0.2228297939291224, "loss_mask": 0.28631399292498827, "loss_maskiou": 0.006899679479829501, "loss_sem_seg": 0.3044717761222273, "lr": 0.01, "mask_rcnn/accuracy": 0.8942187063181437, "mask_rcnn/false_negative": 0.08566444907135273, "mask_rcnn/false_positive": 0.15084341520781447, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7819664385169744, "total_loss": 1.7335117842594627} {"data_time": 0.016723129898309708, "eta_seconds": 146331.18450056948, "iteration": 83119, "loss_fcos_cls": 0.27678841166198254, "loss_fcos_ctr": 0.6268225549720228, "loss_fcos_loc": 0.22713399841450155, "loss_mask": 0.29094219440594316, "loss_maskiou": 0.0073869533953256905, "loss_sem_seg": 0.32938409270718694, "lr": 0.01, "mask_rcnn/accuracy": 0.8680905525475496, "mask_rcnn/false_negative": 0.11795556036434121, "mask_rcnn/false_positive": 0.16128211567070233, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.75, "time": 0.7903654426336288, "total_loss": 1.745832558204711} {"data_time": 0.016483938321471214, "eta_seconds": 146411.26679038536, "iteration": 83139, "loss_fcos_cls": 0.2875256668776274, "loss_fcos_ctr": 0.6233096979558468, "loss_fcos_loc": 0.21703692409209907, "loss_mask": 0.2937103193253279, "loss_maskiou": 0.0074543240771163255, "loss_sem_seg": 0.30399455642327666, "lr": 0.01, "mask_rcnn/accuracy": 0.8716041755243764, "mask_rcnn/false_negative": 0.1078563792666256, "mask_rcnn/false_positive": 0.16059858599647764, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7951587485149503, "total_loss": 1.7296733521288843} {"data_time": 0.01645243540406227, "eta_seconds": 146322.36787420604, "iteration": 83159, "loss_fcos_cls": 0.278220979264006, "loss_fcos_ctr": 0.6209188201464713, "loss_fcos_loc": 0.20822664606384933, "loss_mask": 0.28842922765761614, "loss_maskiou": 0.007066501770168543, "loss_sem_seg": 0.3473382634110749, "lr": 0.01, "mask_rcnn/accuracy": 0.8895602732618471, "mask_rcnn/false_negative": 0.08167010156589138, "mask_rcnn/false_positive": 0.12497140401899948, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7604044200852513, "total_loss": 1.7171930499753216} {"data_time": 0.015620335936546326, "eta_seconds": 146212.60054168198, "iteration": 83179, "loss_fcos_cls": 0.2746195592917502, "loss_fcos_ctr": 0.6219627214595675, "loss_fcos_loc": 0.21269520255737007, "loss_mask": 0.2890597339719534, "loss_maskiou": 0.006979323487030342, "loss_sem_seg": 0.30730257532559335, "lr": 0.01, "mask_rcnn/accuracy": 0.8737734677204214, "mask_rcnn/false_negative": 0.10908107616502248, "mask_rcnn/false_positive": 0.14887069997904573, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7692874642089009, "total_loss": 1.7219793550902978} {"data_time": 0.01590717025101185, "eta_seconds": 146212.45518845133, "iteration": 83199, "loss_fcos_cls": 0.2731457673944533, "loss_fcos_ctr": 0.6212565344758332, "loss_fcos_loc": 0.2103896668413654, "loss_mask": 0.2748094513081014, "loss_maskiou": 0.006958292244235054, "loss_sem_seg": 0.32256600353866816, "lr": 0.01, "mask_rcnn/accuracy": 0.8827028858418368, "mask_rcnn/false_negative": 0.06526746912916259, "mask_rcnn/false_positive": 0.1346008623026579, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.80428974237293, "total_loss": 1.7231680103868712} {"data_time": 0.015332656912505627, "eta_seconds": 146181.2951529855, "iteration": 83219, "loss_fcos_cls": 0.2831579045159742, "loss_fcos_ctr": 0.6221282468177378, "loss_fcos_loc": 0.21113925671670586, "loss_mask": 0.2934643290936947, "loss_maskiou": 0.006911647229571827, "loss_sem_seg": 0.3257951494306326, "lr": 0.01, "mask_rcnn/accuracy": 0.8785987304620845, "mask_rcnn/false_negative": 0.10306659082534159, "mask_rcnn/false_positive": 0.13798552118985252, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.7877560667693615, "total_loss": 1.7299266623012954} {"data_time": 0.014986027032136917, "eta_seconds": 146157.55310196523, "iteration": 83239, "loss_fcos_cls": 0.27952189231291413, "loss_fcos_ctr": 0.6199951004236937, "loss_fcos_loc": 0.2057750215753913, "loss_mask": 0.2794405887834728, "loss_maskiou": 0.007020904864475597, "loss_sem_seg": 0.31787998834624887, "lr": 0.01, "mask_rcnn/accuracy": 0.8634545767183461, "mask_rcnn/false_negative": 0.10614253182244869, "mask_rcnn/false_positive": 0.1551853573140809, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7934509767219424, "total_loss": 1.6978592894447502} {"data_time": 0.017149092629551888, "eta_seconds": 146100.45358682144, "iteration": 83259, "loss_fcos_cls": 0.27601174428127706, "loss_fcos_ctr": 0.6234573237597942, "loss_fcos_loc": 0.20774352073203772, "loss_mask": 0.28830438759177923, "loss_maskiou": 0.007126776676159352, "loss_sem_seg": 0.34055495634675026, "lr": 0.01, "mask_rcnn/accuracy": 0.8692675010507636, "mask_rcnn/false_negative": 0.1098332207215976, "mask_rcnn/false_positive": 0.16085796028364197, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7683662362396717, "total_loss": 1.7598562309576664} {"data_time": 0.0151566993445158, "eta_seconds": 146097.79390518274, "iteration": 83279, "loss_fcos_cls": 0.2757584694772959, "loss_fcos_ctr": 0.6232414180412889, "loss_fcos_loc": 0.2099517120514065, "loss_mask": 0.27761423774063587, "loss_maskiou": 0.007023239246336743, "loss_sem_seg": 0.34562877379357815, "lr": 0.01, "mask_rcnn/accuracy": 0.8638514728711522, "mask_rcnn/false_negative": 0.112366885212354, "mask_rcnn/false_positive": 0.1718138873667462, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7843755502253771, "total_loss": 1.7330509257735685} {"data_time": 0.01524675078690052, "eta_seconds": 146069.1588087948, "iteration": 83299, "loss_fcos_cls": 0.2770549710839987, "loss_fcos_ctr": 0.6231938139535487, "loss_fcos_loc": 0.20736212411429733, "loss_mask": 0.29290822613984346, "loss_maskiou": 0.007080035371473059, "loss_sem_seg": 0.3369205058552325, "lr": 0.01, "mask_rcnn/accuracy": 0.8798928159251056, "mask_rcnn/false_negative": 0.09733999245742946, "mask_rcnn/false_positive": 0.14717168829049637, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7912366520613432, "total_loss": 1.7306285343365744} {"data_time": 0.016891345381736755, "eta_seconds": 146074.88510096166, "iteration": 83319, "loss_fcos_cls": 0.2818660244811326, "loss_fcos_ctr": 0.6226078998297453, "loss_fcos_loc": 0.21151651930995286, "loss_mask": 0.28362666349858046, "loss_maskiou": 0.007271178234077524, "loss_sem_seg": 0.3071323735639453, "lr": 0.01, "mask_rcnn/accuracy": 0.8671135773897187, "mask_rcnn/false_negative": 0.114629632184056, "mask_rcnn/false_positive": 0.15293977925084057, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.7885695239529014, "total_loss": 1.7046815492212772} {"data_time": 0.01795149315148592, "eta_seconds": 146087.37898689602, "iteration": 83339, "loss_fcos_cls": 0.2729790648445487, "loss_fcos_ctr": 0.6237857639789581, "loss_fcos_loc": 0.21222868224140257, "loss_mask": 0.29737463407218456, "loss_maskiou": 0.0071721034473739564, "loss_sem_seg": 0.31060005258768797, "lr": 0.01, "mask_rcnn/accuracy": 0.8557813260834279, "mask_rcnn/false_negative": 0.10991994740726097, "mask_rcnn/false_positive": 0.16157236344792864, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.5, "time": 0.7925476646050811, "total_loss": 1.7170998593137483} {"data_time": 0.016726001165807247, "eta_seconds": 146087.45883634128, "iteration": 83359, "loss_fcos_cls": 0.2842593346722424, "loss_fcos_ctr": 0.620547934435308, "loss_fcos_loc": 0.20039048278704286, "loss_mask": 0.2802045959979296, "loss_maskiou": 0.006468984531238675, "loss_sem_seg": 0.30998011119663715, "lr": 0.01, "mask_rcnn/accuracy": 0.8873982628765792, "mask_rcnn/false_negative": 0.10740268343478737, "mask_rcnn/false_positive": 0.13363999303804738, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7927141059190035, "total_loss": 1.6927830373533652} {"data_time": 0.015848887152969837, "eta_seconds": 146071.80445613153, "iteration": 83379, "loss_fcos_cls": 0.27988716517575085, "loss_fcos_ctr": 0.6216608351096511, "loss_fcos_loc": 0.20403997949324548, "loss_mask": 0.28233072347939014, "loss_maskiou": 0.006483845907496288, "loss_sem_seg": 0.3340377272106707, "lr": 0.01, "mask_rcnn/accuracy": 0.8784920466202355, "mask_rcnn/false_negative": 0.09669196651102482, "mask_rcnn/false_positive": 0.14543650576168218, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7816677400842309, "total_loss": 1.7776204497058643} {"data_time": 0.016929046250879765, "eta_seconds": 146075.53361419123, "iteration": 83399, "loss_fcos_cls": 0.30153879686258733, "loss_fcos_ctr": 0.6246815398335457, "loss_fcos_loc": 0.2157434979453683, "loss_mask": 0.29100260231643915, "loss_maskiou": 0.0074584165995474905, "loss_sem_seg": 0.3129497920162976, "lr": 0.01, "mask_rcnn/accuracy": 0.8760386297376094, "mask_rcnn/false_negative": 0.09326682306358167, "mask_rcnn/false_positive": 0.1741565583174322, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7801655670627952, "total_loss": 1.7528775117461919} {"data_time": 0.016204385086894035, "eta_seconds": 146078.14164227247, "iteration": 83419, "loss_fcos_cls": 0.2888200345914811, "loss_fcos_ctr": 0.6216985508799553, "loss_fcos_loc": 0.20900660450570285, "loss_mask": 0.2832628237083554, "loss_maskiou": 0.006737719348166138, "loss_sem_seg": 0.33900868985801935, "lr": 0.01, "mask_rcnn/accuracy": 0.8849703465569901, "mask_rcnn/false_negative": 0.09116005602932778, "mask_rcnn/false_positive": 0.15444955965625518, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7938906047493219, "total_loss": 1.7002765844736132} {"data_time": 0.014680025167763233, "eta_seconds": 146138.56385963224, "iteration": 83439, "loss_fcos_cls": 0.2747719942126423, "loss_fcos_ctr": 0.6220626318827271, "loss_fcos_loc": 0.21076823375187814, "loss_mask": 0.2815522290766239, "loss_maskiou": 0.007687613717280328, "loss_sem_seg": 0.29494452103972435, "lr": 0.01, "mask_rcnn/accuracy": 0.8887365864868215, "mask_rcnn/false_negative": 0.09208684525329099, "mask_rcnn/false_positive": 0.13697209606820582, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.25, "time": 0.7955235373228788, "total_loss": 1.7050464604617446} {"data_time": 0.01643439382314682, "eta_seconds": 146122.89728796296, "iteration": 83459, "loss_fcos_cls": 0.2791025040205568, "loss_fcos_ctr": 0.6208561947569251, "loss_fcos_loc": 0.1926770326681435, "loss_mask": 0.28229807456955314, "loss_maskiou": 0.006583494308870286, "loss_sem_seg": 0.30740011390298605, "lr": 0.01, "mask_rcnn/accuracy": 0.8826155941303724, "mask_rcnn/false_negative": 0.1096103882349656, "mask_rcnn/false_positive": 0.12177929720088546, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7958394223824143, "total_loss": 1.6920038943062536} {"data_time": 0.017047141678631306, "eta_seconds": 146031.1663956046, "iteration": 83479, "loss_fcos_cls": 0.2776717698434368, "loss_fcos_ctr": 0.6275439178571105, "loss_fcos_loc": 0.22213231748901308, "loss_mask": 0.2806886397302151, "loss_maskiou": 0.00664251312991837, "loss_sem_seg": 0.28812246164307, "lr": 0.01, "mask_rcnn/accuracy": 0.8858203757693554, "mask_rcnn/false_negative": 0.08862197247214121, "mask_rcnn/false_positive": 0.16409115452982972, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.77493682410568, "total_loss": 1.7104801097302698} {"data_time": 0.01653364021331072, "eta_seconds": 146015.50798004866, "iteration": 83499, "loss_fcos_cls": 0.2822191382292658, "loss_fcos_ctr": 0.6243130536749959, "loss_fcos_loc": 0.22197718382813036, "loss_mask": 0.2889426779001951, "loss_maskiou": 0.007667058569495566, "loss_sem_seg": 0.2831797767430544, "lr": 0.01, "mask_rcnn/accuracy": 0.8675226669615215, "mask_rcnn/false_negative": 0.1022879649344192, "mask_rcnn/false_positive": 0.1605986966800118, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7799431476742029, "total_loss": 1.741077679587761} {"data_time": 0.016316712833940983, "eta_seconds": 146008.24253252707, "iteration": 83519, "loss_fcos_cls": 0.27916994458064437, "loss_fcos_ctr": 0.6213988279923797, "loss_fcos_loc": 0.20442902762442827, "loss_mask": 0.2770492024719715, "loss_maskiou": 0.006366751178575214, "loss_sem_seg": 0.29266947926953435, "lr": 0.01, "mask_rcnn/accuracy": 0.8934347728990586, "mask_rcnn/false_negative": 0.09916028646542788, "mask_rcnn/false_positive": 0.13313495911353995, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.0, "time": 0.7890771627426147, "total_loss": 1.70556454200414} {"data_time": 0.020012744702398777, "eta_seconds": 146044.6143503422, "iteration": 83539, "loss_fcos_cls": 0.28558427235111594, "loss_fcos_ctr": 0.6226676544174552, "loss_fcos_loc": 0.21615836583077908, "loss_mask": 0.30019580479711294, "loss_maskiou": 0.00700635883549694, "loss_sem_seg": 0.31018702080473304, "lr": 0.01, "mask_rcnn/accuracy": 0.8583138290950288, "mask_rcnn/false_negative": 0.11813374342248988, "mask_rcnn/false_positive": 0.14103424118388214, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7963588200509548, "total_loss": 1.7456463814160088} {"data_time": 0.01910664699971676, "eta_seconds": 146028.94945373107, "iteration": 83559, "loss_fcos_cls": 0.2784117297269404, "loss_fcos_ctr": 0.6213232493028045, "loss_fcos_loc": 0.20887267286889255, "loss_mask": 0.27732279524207115, "loss_maskiou": 0.006761874727089889, "loss_sem_seg": 0.286980994977057, "lr": 0.01, "mask_rcnn/accuracy": 0.8830551028281683, "mask_rcnn/false_negative": 0.08907637667398684, "mask_rcnn/false_positive": 0.14998727194826028, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.788573581725359, "total_loss": 1.6833760302542942} {"data_time": 0.015115062706172466, "eta_seconds": 146036.70650496893, "iteration": 83579, "loss_fcos_cls": 0.26814386155456305, "loss_fcos_ctr": 0.622727201320231, "loss_fcos_loc": 0.2010110905393958, "loss_mask": 0.28625195659697056, "loss_maskiou": 0.007507593254558742, "loss_sem_seg": 0.2705757098738104, "lr": 0.01, "mask_rcnn/accuracy": 0.8872687728937729, "mask_rcnn/false_negative": 0.10666375058413434, "mask_rcnn/false_positive": 0.13027302547552136, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 36.25, "time": 0.7888033725321293, "total_loss": 1.6512405509129167} {"data_time": 0.016029096208512783, "eta_seconds": 146011.5369555559, "iteration": 83599, "loss_fcos_cls": 0.2790642485488206, "loss_fcos_ctr": 0.6219035414978862, "loss_fcos_loc": 0.20876721013337374, "loss_mask": 0.27943286020308733, "loss_maskiou": 0.006169013628095854, "loss_sem_seg": 0.34122799849137664, "lr": 0.01, "mask_rcnn/accuracy": 0.8513307978869203, "mask_rcnn/false_negative": 0.13986340681252818, "mask_rcnn/false_positive": 0.19218386155317418, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7786625800654292, "total_loss": 1.7119804894318804} {"data_time": 0.01722732000052929, "eta_seconds": 146065.43829184212, "iteration": 83619, "loss_fcos_cls": 0.28978781518526375, "loss_fcos_ctr": 0.6211874005384743, "loss_fcos_loc": 0.21409823303110898, "loss_mask": 0.28885422041639686, "loss_maskiou": 0.006951528950594366, "loss_sem_seg": 0.32062699645757675, "lr": 0.01, "mask_rcnn/accuracy": 0.880778636642627, "mask_rcnn/false_negative": 0.09327237837413195, "mask_rcnn/false_positive": 0.14154765023273896, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7871288545429707, "total_loss": 1.7247086843417492} {"data_time": 0.016452494077384472, "eta_seconds": 145989.70427673124, "iteration": 83639, "loss_fcos_cls": 0.2719761118059978, "loss_fcos_ctr": 0.6232926957309246, "loss_fcos_loc": 0.21576489054132253, "loss_mask": 0.2812472926452756, "loss_maskiou": 0.006272762548178434, "loss_sem_seg": 0.31989052053540945, "lr": 0.01, "mask_rcnn/accuracy": 0.861844249678576, "mask_rcnn/false_negative": 0.1123445918911201, "mask_rcnn/false_positive": 0.14680325028567226, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.0, "time": 0.7850443013012409, "total_loss": 1.7367612428788561} {"data_time": 0.01679162308573723, "eta_seconds": 145964.53778593056, "iteration": 83659, "loss_fcos_cls": 0.2899699960835278, "loss_fcos_ctr": 0.6206661486066878, "loss_fcos_loc": 0.21108870720490813, "loss_mask": 0.28594302758574486, "loss_maskiou": 0.007169871751102619, "loss_sem_seg": 0.27702102391049266, "lr": 0.01, "mask_rcnn/accuracy": 0.8731228386111283, "mask_rcnn/false_negative": 0.09960108575215429, "mask_rcnn/false_positive": 0.16206561874119774, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.75, "time": 0.7868271432816982, "total_loss": 1.7030485672148643} {"data_time": 0.01641739346086979, "eta_seconds": 145958.3694579061, "iteration": 83679, "loss_fcos_cls": 0.288368227891624, "loss_fcos_ctr": 0.6214412301778793, "loss_fcos_loc": 0.20841107331216335, "loss_mask": 0.2742998031899333, "loss_maskiou": 0.006707967251713853, "loss_sem_seg": 0.2917236837092787, "lr": 0.01, "mask_rcnn/accuracy": 0.8782386001275511, "mask_rcnn/false_negative": 0.10181487893820931, "mask_rcnn/false_positive": 0.14369216775579732, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 36.5, "time": 0.7835695995017886, "total_loss": 1.7186414183233865} {"data_time": 0.016887827776372433, "eta_seconds": 145919.2951774532, "iteration": 83699, "loss_fcos_cls": 0.27786750020459294, "loss_fcos_ctr": 0.6198035990819335, "loss_fcos_loc": 0.21674626786261797, "loss_mask": 0.29324087873101234, "loss_maskiou": 0.006619150713959243, "loss_sem_seg": 0.3091365238651633, "lr": 0.01, "mask_rcnn/accuracy": 0.8836328410020563, "mask_rcnn/false_negative": 0.09735293087846561, "mask_rcnn/false_positive": 0.13624289383754135, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.5, "time": 0.7739892872050405, "total_loss": 1.7254712891663075} {"data_time": 0.015754700638353825, "eta_seconds": 145886.2927874904, "iteration": 83719, "loss_fcos_cls": 0.27116571459919214, "loss_fcos_ctr": 0.6229472747072577, "loss_fcos_loc": 0.21161859686253592, "loss_mask": 0.27777524292469025, "loss_maskiou": 0.006619404040975496, "loss_sem_seg": 0.3069779551587999, "lr": 0.01, "mask_rcnn/accuracy": 0.8738211515452283, "mask_rcnn/false_negative": 0.08752426927653292, "mask_rcnn/false_positive": 0.1624801613115428, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7892357194796205, "total_loss": 1.6896087293862365} {"data_time": 0.017162038013339043, "eta_seconds": 145911.36722966842, "iteration": 83739, "loss_fcos_cls": 0.2823672825470567, "loss_fcos_ctr": 0.622720830142498, "loss_fcos_loc": 0.2213341840542853, "loss_mask": 0.29189496766775846, "loss_maskiou": 0.006646591209573671, "loss_sem_seg": 0.29517353139817715, "lr": 0.01, "mask_rcnn/accuracy": 0.866913592360021, "mask_rcnn/false_negative": 0.11995427340584836, "mask_rcnn/false_positive": 0.14395885829055488, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7964321104809642, "total_loss": 1.7377648994879564} {"data_time": 0.016212753020226955, "eta_seconds": 145895.69982025586, "iteration": 83759, "loss_fcos_cls": 0.28423091722652316, "loss_fcos_ctr": 0.6201524715870619, "loss_fcos_loc": 0.19951690640300512, "loss_mask": 0.2801307672634721, "loss_maskiou": 0.006924821573193185, "loss_sem_seg": 0.30867360765114427, "lr": 0.01, "mask_rcnn/accuracy": 0.8875457277505596, "mask_rcnn/false_negative": 0.10362093974796416, "mask_rcnn/false_positive": 0.12761927002489248, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7877801852300763, "total_loss": 1.720907664639526} {"data_time": 0.01619263645261526, "eta_seconds": 146040.86302274838, "iteration": 83779, "loss_fcos_cls": 0.288020140491426, "loss_fcos_ctr": 0.6217182567343116, "loss_fcos_loc": 0.20843813545070589, "loss_mask": 0.2718117292970419, "loss_maskiou": 0.007806729699950665, "loss_sem_seg": 0.2851311641279608, "lr": 0.01, "mask_rcnn/accuracy": 0.8718583141946237, "mask_rcnn/false_negative": 0.09954730958773059, "mask_rcnn/false_positive": 0.14895381160345728, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.7950148386880755, "total_loss": 1.6861390495323576} {"data_time": 0.016486060805618763, "eta_seconds": 146046.18127932306, "iteration": 83799, "loss_fcos_cls": 0.29022856475785375, "loss_fcos_ctr": 0.6209280341863632, "loss_fcos_loc": 0.2087906730157556, "loss_mask": 0.2921926071867347, "loss_maskiou": 0.006934329721843824, "loss_sem_seg": 0.3278749082237482, "lr": 0.01, "mask_rcnn/accuracy": 0.8775400003280396, "mask_rcnn/false_negative": 0.08453343715254785, "mask_rcnn/false_positive": 0.1695462903212554, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.7883402286097407, "total_loss": 1.733883163840801} {"data_time": 0.01585858315229416, "eta_seconds": 146116.15333833452, "iteration": 83819, "loss_fcos_cls": 0.28015592647716403, "loss_fcos_ctr": 0.6222220016643405, "loss_fcos_loc": 0.2130755172111094, "loss_mask": 0.30434362683445215, "loss_maskiou": 0.00747143555781804, "loss_sem_seg": 0.3137641837820411, "lr": 0.01, "mask_rcnn/accuracy": 0.8706036310628147, "mask_rcnn/false_negative": 0.11196541572921118, "mask_rcnn/false_positive": 0.14533716030115354, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.0, "time": 0.7862348519265652, "total_loss": 1.7322043296298943} {"data_time": 0.016556674614548683, "eta_seconds": 146054.62093358114, "iteration": 83839, "loss_fcos_cls": 0.27642498514615, "loss_fcos_ctr": 0.6241099266335368, "loss_fcos_loc": 0.21165080228820443, "loss_mask": 0.29525034222751856, "loss_maskiou": 0.008360451742191799, "loss_sem_seg": 0.3226460765581578, "lr": 0.01, "mask_rcnn/accuracy": 0.8714677166562379, "mask_rcnn/false_negative": 0.10049469143468541, "mask_rcnn/false_positive": 0.17235274359329592, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.5, "time": 0.7809789590537548, "total_loss": 1.739107700806926} {"data_time": 0.016697386279702187, "eta_seconds": 145924.70042214543, "iteration": 83859, "loss_fcos_cls": 0.287068156292662, "loss_fcos_ctr": 0.6245251856744289, "loss_fcos_loc": 0.2222492229193449, "loss_mask": 0.28678558580577374, "loss_maskiou": 0.006922412489075214, "loss_sem_seg": 0.2995954039506614, "lr": 0.01, "mask_rcnn/accuracy": 0.86278981264637, "mask_rcnn/false_negative": 0.11497270119227153, "mask_rcnn/false_positive": 0.1752361084231892, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.75, "time": 0.7734488788992167, "total_loss": 1.7374779626698} {"data_time": 0.015535328537225723, "eta_seconds": 145983.433525539, "iteration": 83879, "loss_fcos_cls": 0.27770211664028466, "loss_fcos_ctr": 0.6263614483177662, "loss_fcos_loc": 0.22005983267445117, "loss_mask": 0.28962027560919523, "loss_maskiou": 0.007283184066182002, "loss_sem_seg": 0.2937197866849601, "lr": 0.01, "mask_rcnn/accuracy": 0.8736196259417746, "mask_rcnn/false_negative": 0.0972615297310275, "mask_rcnn/false_positive": 0.13785272173256088, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7931034052744508, "total_loss": 1.7006933420780115} {"data_time": 0.016774605959653854, "eta_seconds": 145921.24758745637, "iteration": 83899, "loss_fcos_cls": 0.26971204695291817, "loss_fcos_ctr": 0.6240891618654132, "loss_fcos_loc": 0.21184417814947665, "loss_mask": 0.2696629576385021, "loss_maskiou": 0.006978229488595389, "loss_sem_seg": 0.29411586886271834, "lr": 0.01, "mask_rcnn/accuracy": 0.8762496126628618, "mask_rcnn/false_negative": 0.07966105915694069, "mask_rcnn/false_positive": 0.17771612757900035, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7627841485664248, "total_loss": 1.7062885251361877} {"data_time": 0.016108238138258457, "eta_seconds": 145952.05964864697, "iteration": 83919, "loss_fcos_cls": 0.28046258818358183, "loss_fcos_ctr": 0.6241360632702708, "loss_fcos_loc": 0.21639317134395242, "loss_mask": 0.2911169296130538, "loss_maskiou": 0.006352629672619514, "loss_sem_seg": 0.29917460680007935, "lr": 0.01, "mask_rcnn/accuracy": 0.8736938607679914, "mask_rcnn/false_negative": 0.09890306653722353, "mask_rcnn/false_positive": 0.15369670144080486, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7952824477106333, "total_loss": 1.72954670370018} {"data_time": 0.01685340888798237, "eta_seconds": 145915.38556272164, "iteration": 83939, "loss_fcos_cls": 0.27109585027210414, "loss_fcos_ctr": 0.6218839399516582, "loss_fcos_loc": 0.20446169993374497, "loss_mask": 0.28452398907393217, "loss_maskiou": 0.006543131283251569, "loss_sem_seg": 0.3330617845058441, "lr": 0.01, "mask_rcnn/accuracy": 0.8580809412255002, "mask_rcnn/false_negative": 0.09828705212788388, "mask_rcnn/false_positive": 0.1936978072922425, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7770243650302291, "total_loss": 1.7279883038499975} {"data_time": 0.01653551124036312, "eta_seconds": 145920.68577175494, "iteration": 83959, "loss_fcos_cls": 0.271058592479676, "loss_fcos_ctr": 0.6227683033794165, "loss_fcos_loc": 0.21135183237493038, "loss_mask": 0.28274052683264017, "loss_maskiou": 0.0071107282128650695, "loss_sem_seg": 0.29692000383511186, "lr": 0.01, "mask_rcnn/accuracy": 0.871393784786642, "mask_rcnn/false_negative": 0.09124333885211341, "mask_rcnn/false_positive": 0.159725697994531, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.5, "time": 0.7731812195852399, "total_loss": 1.7009390556559083} {"data_time": 0.01872243732213974, "eta_seconds": 145904.99883330893, "iteration": 83979, "loss_fcos_cls": 0.26705661742016673, "loss_fcos_ctr": 0.623713203240186, "loss_fcos_loc": 0.19908744073472917, "loss_mask": 0.2910378910601139, "loss_maskiou": 0.0067014216183451936, "loss_sem_seg": 0.29304951755329967, "lr": 0.01, "mask_rcnn/accuracy": 0.869435995552067, "mask_rcnn/false_negative": 0.11445273964900685, "mask_rcnn/false_positive": 0.15550793504309524, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7796579347923398, "total_loss": 1.6972401066159364} {"data_time": 0.016232497990131378, "eta_seconds": 145698.20915805362, "iteration": 83999, "loss_fcos_cls": 0.2756301327608526, "loss_fcos_ctr": 0.6221860116347671, "loss_fcos_loc": 0.20936865592375398, "loss_mask": 0.2856950229033828, "loss_maskiou": 0.006765668949810788, "loss_sem_seg": 0.28122880728915334, "lr": 0.01, "mask_rcnn/accuracy": 0.869981522483207, "mask_rcnn/false_negative": 0.0995492940102509, "mask_rcnn/false_positive": 0.16447022969653252, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7641137270256877, "total_loss": 1.696027126192348} {"data_time": 0.01775105856359005, "eta_seconds": 145755.4643300986, "iteration": 84019, "loss_fcos_cls": 0.2839234094135463, "loss_fcos_ctr": 0.6226633079349995, "loss_fcos_loc": 0.214100674551446, "loss_mask": 0.2855351809412241, "loss_maskiou": 0.006597313651582226, "loss_sem_seg": 0.2907781616668217, "lr": 0.01, "mask_rcnn/accuracy": 0.8686313617061732, "mask_rcnn/false_negative": 0.1096477722268365, "mask_rcnn/false_positive": 0.1577800344640416, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7877868441864848, "total_loss": 1.6717849285487318} {"data_time": 0.014754860661923885, "eta_seconds": 145897.70877589658, "iteration": 84039, "loss_fcos_cls": 0.27352578309364617, "loss_fcos_ctr": 0.6202316451817751, "loss_fcos_loc": 0.21021076815668494, "loss_mask": 0.2803067332133651, "loss_maskiou": 0.0068519721244229, "loss_sem_seg": 0.32358568301424384, "lr": 0.01, "mask_rcnn/accuracy": 0.891117535723967, "mask_rcnn/false_negative": 0.08679416692014588, "mask_rcnn/false_positive": 0.10015403626068836, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.797947027720511, "total_loss": 1.70374006673228} {"data_time": 0.015810958109796047, "eta_seconds": 145982.35529138334, "iteration": 84059, "loss_fcos_cls": 0.27696745563298464, "loss_fcos_ctr": 0.6199900470674038, "loss_fcos_loc": 0.2109472167212516, "loss_mask": 0.2817438282072544, "loss_maskiou": 0.0068533846315403935, "loss_sem_seg": 0.30908236373215914, "lr": 0.01, "mask_rcnn/accuracy": 0.8684172532649423, "mask_rcnn/false_negative": 0.10530610292308717, "mask_rcnn/false_positive": 0.1616712838655941, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7798152286559343, "total_loss": 1.6973990143305855} {"data_time": 0.01467741560190916, "eta_seconds": 145923.4003270315, "iteration": 84079, "loss_fcos_cls": 0.28246124810539186, "loss_fcos_ctr": 0.6233385102823377, "loss_fcos_loc": 0.21777548966929317, "loss_mask": 0.28454845026135445, "loss_maskiou": 0.006046380614861846, "loss_sem_seg": 0.28696293476969004, "lr": 0.01, "mask_rcnn/accuracy": 0.8793883624878522, "mask_rcnn/false_negative": 0.10782536076277824, "mask_rcnn/false_positive": 0.14168995537994206, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7821029536426067, "total_loss": 1.7277712036302546} {"data_time": 0.01539420336484909, "eta_seconds": 145850.6351285912, "iteration": 84099, "loss_fcos_cls": 0.2748097572475672, "loss_fcos_ctr": 0.6221496062353253, "loss_fcos_loc": 0.2119820084189996, "loss_mask": 0.2910664575174451, "loss_maskiou": 0.007494893798138946, "loss_sem_seg": 0.26402324344962835, "lr": 0.01, "mask_rcnn/accuracy": 0.8746786820595585, "mask_rcnn/false_negative": 0.11417837975177296, "mask_rcnn/false_positive": 0.14220405215148774, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7803088342770934, "total_loss": 1.6880032599347032} {"data_time": 0.015674042515456676, "eta_seconds": 145713.53703124914, "iteration": 84119, "loss_fcos_cls": 0.27643535879906267, "loss_fcos_ctr": 0.6236353851854801, "loss_fcos_loc": 0.21170200139749795, "loss_mask": 0.28493177704513073, "loss_maskiou": 0.0065692573407432064, "loss_sem_seg": 0.3211449321825057, "lr": 0.01, "mask_rcnn/accuracy": 0.8729567823807264, "mask_rcnn/false_negative": 0.1056889391600556, "mask_rcnn/false_positive": 0.11736711037229591, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.25, "time": 0.7728239316493273, "total_loss": 1.7187341086537344} {"data_time": 0.017634619027376175, "eta_seconds": 145579.54271619953, "iteration": 84139, "loss_fcos_cls": 0.28063833503983915, "loss_fcos_ctr": 0.622882142663002, "loss_fcos_loc": 0.2117379845585674, "loss_mask": 0.29263563361018896, "loss_maskiou": 0.006879010601551272, "loss_sem_seg": 0.31511508487164974, "lr": 0.01, "mask_rcnn/accuracy": 0.8657577501109139, "mask_rcnn/false_negative": 0.09491923800928109, "mask_rcnn/false_positive": 0.16818852460457903, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 23.75, "time": 0.7831131108105183, "total_loss": 1.7646771098225145} {"data_time": 0.015669912099838257, "eta_seconds": 145682.18072543386, "iteration": 84159, "loss_fcos_cls": 0.2859543717931956, "loss_fcos_ctr": 0.6207578997127712, "loss_fcos_loc": 0.20669010223355144, "loss_mask": 0.2813855390995741, "loss_maskiou": 0.007104286894900724, "loss_sem_seg": 0.31795666040852666, "lr": 0.01, "mask_rcnn/accuracy": 0.8664134131913634, "mask_rcnn/false_negative": 0.12337200984390878, "mask_rcnn/false_positive": 0.14896132302773524, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7919919155538082, "total_loss": 1.7270686509582447} {"data_time": 0.015984341502189636, "eta_seconds": 145666.50257252622, "iteration": 84179, "loss_fcos_cls": 0.28951530158519745, "loss_fcos_ctr": 0.6219306914135814, "loss_fcos_loc": 0.21490133798215538, "loss_mask": 0.2941003767773509, "loss_maskiou": 0.006574992890818976, "loss_sem_seg": 0.33175841765478253, "lr": 0.01, "mask_rcnn/accuracy": 0.874015306122449, "mask_rcnn/false_negative": 0.1026277217249959, "mask_rcnn/false_positive": 0.15312550963921562, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.774410929530859, "total_loss": 1.7676541761611588} {"data_time": 0.01506157498806715, "eta_seconds": 145732.80330019072, "iteration": 84199, "loss_fcos_cls": 0.27617495064623654, "loss_fcos_ctr": 0.6224156143143773, "loss_fcos_loc": 0.2067580708535388, "loss_mask": 0.28158782701939344, "loss_maskiou": 0.006433988339267671, "loss_sem_seg": 0.27667840057983994, "lr": 0.01, "mask_rcnn/accuracy": 0.8704060436491312, "mask_rcnn/false_negative": 0.10139450163528363, "mask_rcnn/false_positive": 0.15196194346018577, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.25, "time": 0.7912328401580453, "total_loss": 1.6804090704172268} {"data_time": 0.016218431293964386, "eta_seconds": 145717.11632290855, "iteration": 84219, "loss_fcos_cls": 0.2617262243293226, "loss_fcos_ctr": 0.6227910164743662, "loss_fcos_loc": 0.2055848894524388, "loss_mask": 0.28204712411388755, "loss_maskiou": 0.007046317725325935, "loss_sem_seg": 0.29110140865668654, "lr": 0.01, "mask_rcnn/accuracy": 0.8672378435553523, "mask_rcnn/false_negative": 0.11006862989667504, "mask_rcnn/false_positive": 0.12919962252331046, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.25, "time": 0.7841482292860746, "total_loss": 1.6874541799916187} {"data_time": 0.015303472988307476, "eta_seconds": 145701.42934562638, "iteration": 84239, "loss_fcos_cls": 0.28648811066523194, "loss_fcos_ctr": 0.6236993353813887, "loss_fcos_loc": 0.2181891252985224, "loss_mask": 0.2908867970108986, "loss_maskiou": 0.007223112042993307, "loss_sem_seg": 0.3214315436780453, "lr": 0.01, "mask_rcnn/accuracy": 0.8709964214321411, "mask_rcnn/false_negative": 0.09145227819400936, "mask_rcnn/false_positive": 0.18684683336779523, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7871119575574994, "total_loss": 1.7660558711650083} {"data_time": 0.015867778100073338, "eta_seconds": 145867.54764893092, "iteration": 84259, "loss_fcos_cls": 0.27551187155768275, "loss_fcos_ctr": 0.6217789743095636, "loss_fcos_loc": 0.2031725002452731, "loss_mask": 0.294799929484725, "loss_maskiou": 0.006609350930375513, "loss_sem_seg": 0.33601789036765695, "lr": 0.01, "mask_rcnn/accuracy": 0.8685978100646754, "mask_rcnn/false_negative": 0.10599582981947228, "mask_rcnn/false_positive": 0.15612950965057892, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.5, "time": 0.7888487279415131, "total_loss": 1.7248553300087224} {"data_time": 0.014478136785328388, "eta_seconds": 145757.95800427627, "iteration": 84279, "loss_fcos_cls": 0.27510377671569586, "loss_fcos_ctr": 0.62346894107759, "loss_fcos_loc": 0.21163400448858738, "loss_mask": 0.28673490043729544, "loss_maskiou": 0.006870573488413356, "loss_sem_seg": 0.2896398645825684, "lr": 0.01, "mask_rcnn/accuracy": 0.8849008754142682, "mask_rcnn/false_negative": 0.10785351933064413, "mask_rcnn/false_positive": 0.12453571689408577, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.75, "time": 0.7606085585430264, "total_loss": 1.7149206640133343} {"data_time": 0.01729539968073368, "eta_seconds": 145742.26156090107, "iteration": 84299, "loss_fcos_cls": 0.2709010555408895, "loss_fcos_ctr": 0.6225811177864671, "loss_fcos_loc": 0.20681406208314002, "loss_mask": 0.28642334323376417, "loss_maskiou": 0.006932891301403288, "loss_sem_seg": 0.2900830116122961, "lr": 0.01, "mask_rcnn/accuracy": 0.8722535771827529, "mask_rcnn/false_negative": 0.1046577078217094, "mask_rcnn/false_positive": 0.1187718103478973, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7851336691528559, "total_loss": 1.7080490772859775} {"data_time": 0.014878769405186176, "eta_seconds": 145680.15912655182, "iteration": 84319, "loss_fcos_cls": 0.27524527441710234, "loss_fcos_ctr": 0.6255778595805168, "loss_fcos_loc": 0.21480530709959567, "loss_mask": 0.2970959898084402, "loss_maskiou": 0.008215301262680441, "loss_sem_seg": 0.3100881981663406, "lr": 0.01, "mask_rcnn/accuracy": 0.8674915490184281, "mask_rcnn/false_negative": 0.10250458883122487, "mask_rcnn/false_positive": 0.1685280496413309, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.25, "time": 0.775953964330256, "total_loss": 1.7502334190503461} {"data_time": 0.01551125105470419, "eta_seconds": 145592.3104924746, "iteration": 84339, "loss_fcos_cls": 0.26397002465091646, "loss_fcos_ctr": 0.6228481088764966, "loss_fcos_loc": 0.2060866339597851, "loss_mask": 0.28630502615123987, "loss_maskiou": 0.006695414747809991, "loss_sem_seg": 0.3016444784589112, "lr": 0.01, "mask_rcnn/accuracy": 0.8572990656364413, "mask_rcnn/false_negative": 0.0963290113256701, "mask_rcnn/false_positive": 0.1928688421260505, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.0, "time": 0.7803975660353899, "total_loss": 1.6821308490398224} {"data_time": 0.015507771633565426, "eta_seconds": 145525.39919635747, "iteration": 84359, "loss_fcos_cls": 0.2898470885120332, "loss_fcos_ctr": 0.62174385599792, "loss_fcos_loc": 0.2100919596850872, "loss_mask": 0.28542041312903166, "loss_maskiou": 0.00725054630311206, "loss_sem_seg": 0.32375841680914164, "lr": 0.01, "mask_rcnn/accuracy": 0.8731346778221778, "mask_rcnn/false_negative": 0.11378892657296591, "mask_rcnn/false_positive": 0.14988874962695892, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7848527682945132, "total_loss": 1.7434763219425804} {"data_time": 0.015977298840880394, "eta_seconds": 145399.33279878832, "iteration": 84379, "loss_fcos_cls": 0.27567296056076884, "loss_fcos_ctr": 0.625653712078929, "loss_fcos_loc": 0.20892189140431583, "loss_mask": 0.27997137513011694, "loss_maskiou": 0.0071450557734351605, "loss_sem_seg": 0.29070490086451173, "lr": 0.01, "mask_rcnn/accuracy": 0.8734916665328603, "mask_rcnn/false_negative": 0.09076699927618676, "mask_rcnn/false_positive": 0.17340759230256275, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.25, "time": 0.7738326191902161, "total_loss": 1.7202145054907305} {"data_time": 0.0171831538900733, "eta_seconds": 145494.0428905422, "iteration": 84399, "loss_fcos_cls": 0.2807780948933214, "loss_fcos_ctr": 0.6223133625462651, "loss_fcos_loc": 0.212992972927168, "loss_mask": 0.29335570614784956, "loss_maskiou": 0.006602038687560707, "loss_sem_seg": 0.3224045466631651, "lr": 0.01, "mask_rcnn/accuracy": 0.878125, "mask_rcnn/false_negative": 0.0895615950479286, "mask_rcnn/false_positive": 0.15492261491766846, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7901587430387735, "total_loss": 1.7496586424604175} {"data_time": 0.0159012321382761, "eta_seconds": 145368.0002808515, "iteration": 84419, "loss_fcos_cls": 0.2867563799954951, "loss_fcos_ctr": 0.6242225272580981, "loss_fcos_loc": 0.2112904260866344, "loss_mask": 0.2912711650133133, "loss_maskiou": 0.006955012438993435, "loss_sem_seg": 0.31454120436683297, "lr": 0.01, "mask_rcnn/accuracy": 0.8647252755912603, "mask_rcnn/false_negative": 0.10739038333840115, "mask_rcnn/false_positive": 0.16722306843051676, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 33.75, "time": 0.7729702703654766, "total_loss": 1.73986190019059} {"data_time": 0.017208236269652843, "eta_seconds": 145399.38902064785, "iteration": 84439, "loss_fcos_cls": 0.2677126725902781, "loss_fcos_ctr": 0.6201215134933591, "loss_fcos_loc": 0.19513203366659582, "loss_mask": 0.27814243640750647, "loss_maskiou": 0.007497595615859609, "loss_sem_seg": 0.35880955634638667, "lr": 0.01, "mask_rcnn/accuracy": 0.8667058270676692, "mask_rcnn/false_negative": 0.10170758238680266, "mask_rcnn/false_positive": 0.16526485350868433, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7950985180214047, "total_loss": 1.7029644859794644} {"data_time": 0.01827225647866726, "eta_seconds": 145332.3180785235, "iteration": 84459, "loss_fcos_cls": 0.28811067482456565, "loss_fcos_ctr": 0.6228602714836597, "loss_fcos_loc": 0.21175533230416477, "loss_mask": 0.2768439552746713, "loss_maskiou": 0.007636009257112164, "loss_sem_seg": 0.3327676635235548, "lr": 0.01, "mask_rcnn/accuracy": 0.8926503515452302, "mask_rcnn/false_negative": 0.09127800418072693, "mask_rcnn/false_positive": 0.1405884322008819, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.782495679333806, "total_loss": 1.749265043908963} {"data_time": 0.014792703092098236, "eta_seconds": 145482.52478912845, "iteration": 84479, "loss_fcos_cls": 0.26345960097387433, "loss_fcos_ctr": 0.61966054700315, "loss_fcos_loc": 0.19863849348621443, "loss_mask": 0.27366316225379705, "loss_maskiou": 0.006969796688281349, "loss_sem_seg": 0.3083735527470708, "lr": 0.01, "mask_rcnn/accuracy": 0.8721930438842204, "mask_rcnn/false_negative": 0.10919244611711454, "mask_rcnn/false_positive": 0.13935348211619836, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.5, "time": 0.7884555095806718, "total_loss": 1.6935897096118424} {"data_time": 0.015530559234321117, "eta_seconds": 145466.84111722186, "iteration": 84499, "loss_fcos_cls": 0.2678678281372413, "loss_fcos_ctr": 0.6224849917925894, "loss_fcos_loc": 0.20604453748092055, "loss_mask": 0.2704853694885969, "loss_maskiou": 0.006427364802220836, "loss_sem_seg": 0.28488268982619047, "lr": 0.01, "mask_rcnn/accuracy": 0.8887203239881811, "mask_rcnn/false_negative": 0.10338837307216003, "mask_rcnn/false_positive": 0.13072614761234294, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7773123225197196, "total_loss": 1.6841933088144287} {"data_time": 0.016632836312055588, "eta_seconds": 145332.35542038828, "iteration": 84519, "loss_fcos_cls": 0.2782209173310548, "loss_fcos_ctr": 0.6181701961904764, "loss_fcos_loc": 0.20542413066141307, "loss_mask": 0.2950777979567647, "loss_maskiou": 0.007186882910900749, "loss_sem_seg": 0.3014202965423465, "lr": 0.01, "mask_rcnn/accuracy": 0.8752551020408164, "mask_rcnn/false_negative": 0.09479737973337386, "mask_rcnn/false_positive": 0.14204004560120093, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7915261089801788, "total_loss": 1.690105827714433} {"data_time": 0.01554607879370451, "eta_seconds": 145269.65491811, "iteration": 84539, "loss_fcos_cls": 0.28747426671907306, "loss_fcos_ctr": 0.6202799081802368, "loss_fcos_loc": 0.21107467857655138, "loss_mask": 0.288883033208549, "loss_maskiou": 0.007263849402079359, "loss_sem_seg": 0.30167591478675604, "lr": 0.01, "mask_rcnn/accuracy": 0.886566291263049, "mask_rcnn/false_negative": 0.07845257631693897, "mask_rcnn/false_positive": 0.1526677831056462, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.0, "time": 0.7937660338357091, "total_loss": 1.7342964935232885} {"data_time": 0.01566204335540533, "eta_seconds": 145227.92633037362, "iteration": 84559, "loss_fcos_cls": 0.2786711157532409, "loss_fcos_ctr": 0.6233927439898252, "loss_fcos_loc": 0.2169540374306962, "loss_mask": 0.28705503046512604, "loss_maskiou": 0.006548382305481937, "loss_sem_seg": 0.34308175509795547, "lr": 0.01, "mask_rcnn/accuracy": 0.8758716494971195, "mask_rcnn/false_negative": 0.08770308460473872, "mask_rcnn/false_positive": 0.15575942343395027, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.5, "time": 0.7720994455739856, "total_loss": 1.7549955972936004} {"data_time": 0.017399979755282402, "eta_seconds": 145189.76882803347, "iteration": 84579, "loss_fcos_cls": 0.2843313282355666, "loss_fcos_ctr": 0.6209615608677268, "loss_fcos_loc": 0.21207282156683505, "loss_mask": 0.28684357553720474, "loss_maskiou": 0.006619928615691606, "loss_sem_seg": 0.3081328507978469, "lr": 0.01, "mask_rcnn/accuracy": 0.8687869326835211, "mask_rcnn/false_negative": 0.0981691469755494, "mask_rcnn/false_positive": 0.1560059156323585, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.5, "time": 0.7744862688705325, "total_loss": 1.7235890627634944} {"data_time": 0.015567367896437645, "eta_seconds": 145214.499151011, "iteration": 84599, "loss_fcos_cls": 0.28743160073645413, "loss_fcos_ctr": 0.6217897953465581, "loss_fcos_loc": 0.2109541957033798, "loss_mask": 0.2857964327558875, "loss_maskiou": 0.00696199516823981, "loss_sem_seg": 0.3470182849559933, "lr": 0.01, "mask_rcnn/accuracy": 0.9104139375344733, "mask_rcnn/false_negative": 0.07993959725369203, "mask_rcnn/false_positive": 0.12166995974606357, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7884051464498043, "total_loss": 1.7226578764311853} {"data_time": 0.016010165214538574, "eta_seconds": 145174.92729066126, "iteration": 84619, "loss_fcos_cls": 0.27195858798222616, "loss_fcos_ctr": 0.6195032903924584, "loss_fcos_loc": 0.21104360284516588, "loss_mask": 0.27478985395282507, "loss_maskiou": 0.006467628838436212, "loss_sem_seg": 0.2925388424191624, "lr": 0.01, "mask_rcnn/accuracy": 0.8871339538535974, "mask_rcnn/false_negative": 0.09444557908805457, "mask_rcnn/false_positive": 0.1379517018461539, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.778770973905921, "total_loss": 1.7084385268899496} {"data_time": 0.016180919483304024, "eta_seconds": 145159.26495986246, "iteration": 84639, "loss_fcos_cls": 0.2637371104210615, "loss_fcos_ctr": 0.6229383377358317, "loss_fcos_loc": 0.20884960680268705, "loss_mask": 0.27110325172543526, "loss_maskiou": 0.006686023203656077, "loss_sem_seg": 0.29727967735379934, "lr": 0.01, "mask_rcnn/accuracy": 0.8764758657440945, "mask_rcnn/false_negative": 0.08728424769019597, "mask_rcnn/false_positive": 0.14401602840192257, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.7814390305429697, "total_loss": 1.6708978025853867} {"data_time": 0.016926690004765987, "eta_seconds": 145143.60262906365, "iteration": 84659, "loss_fcos_cls": 0.2797578105237335, "loss_fcos_ctr": 0.6231218799948692, "loss_fcos_loc": 0.21528940938878804, "loss_mask": 0.2758250697515905, "loss_maskiou": 0.006684170846710913, "loss_sem_seg": 0.3028764873743057, "lr": 0.01, "mask_rcnn/accuracy": 0.8853936400478954, "mask_rcnn/false_negative": 0.09581399931052112, "mask_rcnn/false_positive": 0.11840650842865058, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7877960577607155, "total_loss": 1.7148433763213689} {"data_time": 0.015730885788798332, "eta_seconds": 145117.67304835282, "iteration": 84679, "loss_fcos_cls": 0.26500310003757477, "loss_fcos_ctr": 0.6211791979148984, "loss_fcos_loc": 0.21332731214351952, "loss_mask": 0.27738600596785545, "loss_maskiou": 0.006388956564478576, "loss_sem_seg": 0.2896195603534579, "lr": 0.01, "mask_rcnn/accuracy": 0.872822344510984, "mask_rcnn/false_negative": 0.09173077808992887, "mask_rcnn/false_positive": 0.15238740554234048, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7699573449790478, "total_loss": 1.6778356984141283} {"data_time": 0.01721948478370905, "eta_seconds": 145112.27796746604, "iteration": 84699, "loss_fcos_cls": 0.26578467432409525, "loss_fcos_ctr": 0.6210375344380736, "loss_fcos_loc": 0.19981020805425942, "loss_mask": 0.287509742192924, "loss_maskiou": 0.006469859843491577, "loss_sem_seg": 0.3053581821732223, "lr": 0.01, "mask_rcnn/accuracy": 0.8717655770993147, "mask_rcnn/false_negative": 0.09349689147180212, "mask_rcnn/false_positive": 0.18104810927055337, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7744372300803661, "total_loss": 1.69060399159207} {"data_time": 0.015052268281579018, "eta_seconds": 145060.6440164512, "iteration": 84719, "loss_fcos_cls": 0.2691542194224894, "loss_fcos_ctr": 0.6221509492024779, "loss_fcos_loc": 0.20043319137766957, "loss_mask": 0.3002091906964779, "loss_maskiou": 0.006859657019958831, "loss_sem_seg": 0.31235133204609156, "lr": 0.01, "mask_rcnn/accuracy": 0.8760285130440906, "mask_rcnn/false_negative": 0.09939337711599491, "mask_rcnn/false_positive": 0.1392047876760084, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7699721548706293, "total_loss": 1.6858603918808512} {"data_time": 0.01718911062926054, "eta_seconds": 145044.98556857836, "iteration": 84739, "loss_fcos_cls": 0.28673062939196825, "loss_fcos_ctr": 0.6253329534083605, "loss_fcos_loc": 0.21228611399419606, "loss_mask": 0.2852653944864869, "loss_maskiou": 0.006745275662979111, "loss_sem_seg": 0.2826638878323138, "lr": 0.01, "mask_rcnn/accuracy": 0.8893639842300557, "mask_rcnn/false_negative": 0.09245467783678957, "mask_rcnn/false_positive": 0.141412991162906, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.25, "time": 0.7882986469194293, "total_loss": 1.713566494960105} {"data_time": 0.015784953720867634, "eta_seconds": 144949.76061015856, "iteration": 84759, "loss_fcos_cls": 0.2534338482655585, "loss_fcos_ctr": 0.6212590392678976, "loss_fcos_loc": 0.21274751191958785, "loss_mask": 0.28731345385313034, "loss_maskiou": 0.006583295238669962, "loss_sem_seg": 0.30309682176448405, "lr": 0.01, "mask_rcnn/accuracy": 0.8718241422600548, "mask_rcnn/false_negative": 0.10945934882780241, "mask_rcnn/false_positive": 0.14870270113067513, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7763448655605316, "total_loss": 1.6885337189232814} {"data_time": 0.014503487385809422, "eta_seconds": 144916.69389503822, "iteration": 84779, "loss_fcos_cls": 0.2782279246021062, "loss_fcos_ctr": 0.6247615804895759, "loss_fcos_loc": 0.21359839785145596, "loss_mask": 0.30640848726034164, "loss_maskiou": 0.007262214458023664, "loss_sem_seg": 0.31812858954072, "lr": 0.01, "mask_rcnn/accuracy": 0.8748770696771542, "mask_rcnn/false_negative": 0.09222330748618918, "mask_rcnn/false_positive": 0.15954495474497205, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7761552529409528, "total_loss": 1.776084801822435} {"data_time": 0.01708236802369356, "eta_seconds": 144860.54458760936, "iteration": 84799, "loss_fcos_cls": 0.28509146673604846, "loss_fcos_ctr": 0.6257512699812651, "loss_fcos_loc": 0.2180932038463652, "loss_mask": 0.28163757640868425, "loss_maskiou": 0.006742666155332699, "loss_sem_seg": 0.2851512059569359, "lr": 0.01, "mask_rcnn/accuracy": 0.8787570316588174, "mask_rcnn/false_negative": 0.11157572683785416, "mask_rcnn/false_positive": 0.15388479833992127, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.7857960220426321, "total_loss": 1.6938206069389707} {"data_time": 0.015452795661985874, "eta_seconds": 144844.90098475758, "iteration": 84819, "loss_fcos_cls": 0.2916740548971575, "loss_fcos_ctr": 0.6237923307344317, "loss_fcos_loc": 0.2103315619751811, "loss_mask": 0.29172909911721945, "loss_maskiou": 0.0068122282973490655, "loss_sem_seg": 0.2724678162485361, "lr": 0.01, "mask_rcnn/accuracy": 0.8524487920168067, "mask_rcnn/false_negative": 0.10876365509595212, "mask_rcnn/false_positive": 0.18019028796139078, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7858100077137351, "total_loss": 1.724926632072311} {"data_time": 0.015303955413401127, "eta_seconds": 144707.15038169082, "iteration": 84839, "loss_fcos_cls": 0.26717095356434584, "loss_fcos_ctr": 0.6236377125605941, "loss_fcos_loc": 0.21248828759416938, "loss_mask": 0.2864297926425934, "loss_maskiou": 0.007686172073590569, "loss_sem_seg": 0.3372778492048383, "lr": 0.01, "mask_rcnn/accuracy": 0.8735373332025118, "mask_rcnn/false_negative": 0.10709991666997341, "mask_rcnn/false_positive": 0.16479479993496082, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.0, "time": 0.7629854241386056, "total_loss": 1.7581482431996847} {"data_time": 0.016614829190075397, "eta_seconds": 144854.10198855028, "iteration": 84859, "loss_fcos_cls": 0.28574470710009336, "loss_fcos_ctr": 0.6224165796302259, "loss_fcos_loc": 0.21291240502614528, "loss_mask": 0.28805483877658844, "loss_maskiou": 0.0072884190594777465, "loss_sem_seg": 0.3168048933148384, "lr": 0.01, "mask_rcnn/accuracy": 0.8639073114646065, "mask_rcnn/false_negative": 0.1036186505092524, "mask_rcnn/false_positive": 0.167256920461753, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.75, "time": 0.7954814676195383, "total_loss": 1.7279210668057203} {"data_time": 0.0162649005651474, "eta_seconds": 144733.55774969514, "iteration": 84879, "loss_fcos_cls": 0.280959767755121, "loss_fcos_ctr": 0.624216970987618, "loss_fcos_loc": 0.20391648937948048, "loss_mask": 0.28170441649854183, "loss_maskiou": 0.006242782808840275, "loss_sem_seg": 0.3034482526127249, "lr": 0.01, "mask_rcnn/accuracy": 0.8661148566569485, "mask_rcnn/false_negative": 0.09544662102938332, "mask_rcnn/false_positive": 0.16655694968515672, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.5, "time": 0.7816686127334833, "total_loss": 1.684328191462555} {"data_time": 0.01713214162737131, "eta_seconds": 144747.3357964838, "iteration": 84899, "loss_fcos_cls": 0.2789530261652544, "loss_fcos_ctr": 0.6209413926117122, "loss_fcos_loc": 0.21177202311810106, "loss_mask": 0.28034357354044914, "loss_maskiou": 0.006231708299310412, "loss_sem_seg": 0.2857870371080935, "lr": 0.01, "mask_rcnn/accuracy": 0.8686059553131598, "mask_rcnn/false_negative": 0.09305992312660413, "mask_rcnn/false_positive": 0.14312771198843294, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 38.25, "time": 0.7746535679325461, "total_loss": 1.6996497738800826} {"data_time": 0.016355089843273163, "eta_seconds": 144653.59524832852, "iteration": 84919, "loss_fcos_cls": 0.2614166506100446, "loss_fcos_ctr": 0.6215473245829344, "loss_fcos_loc": 0.20348669646773487, "loss_mask": 0.276287286542356, "loss_maskiou": 0.006116573276813142, "loss_sem_seg": 0.315039933193475, "lr": 0.01, "mask_rcnn/accuracy": 0.8672650287713652, "mask_rcnn/false_negative": 0.09876156655208318, "mask_rcnn/false_positive": 0.16224175614915265, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7750585041940212, "total_loss": 1.6911787256904063} {"data_time": 0.017383549362421036, "eta_seconds": 144628.99831382465, "iteration": 84939, "loss_fcos_cls": 0.2913050437346101, "loss_fcos_ctr": 0.6211768668144941, "loss_fcos_loc": 0.20929339795839041, "loss_mask": 0.2815096005797386, "loss_maskiou": 0.006892748118843883, "loss_sem_seg": 0.323157899081707, "lr": 0.01, "mask_rcnn/accuracy": 0.8669342598458452, "mask_rcnn/false_negative": 0.11156435661982053, "mask_rcnn/false_positive": 0.16763622188903599, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.775071645155549, "total_loss": 1.7414202222280437} {"data_time": 0.017969894222915173, "eta_seconds": 144633.91325155087, "iteration": 84959, "loss_fcos_cls": 0.28233912377618253, "loss_fcos_ctr": 0.6191914435476065, "loss_fcos_loc": 0.20500886731315404, "loss_mask": 0.29655366390943527, "loss_maskiou": 0.007683780502702575, "loss_sem_seg": 0.3017095110844821, "lr": 0.01, "mask_rcnn/accuracy": 0.8747871597618639, "mask_rcnn/false_negative": 0.10373081073986218, "mask_rcnn/false_positive": 0.16754870002252006, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.7859450485557318, "total_loss": 1.7238139449909795} {"data_time": 0.015522453002631664, "eta_seconds": 144618.2806173507, "iteration": 84979, "loss_fcos_cls": 0.2740486052352935, "loss_fcos_ctr": 0.6216672994196415, "loss_fcos_loc": 0.200154043501243, "loss_mask": 0.2779722483828664, "loss_maskiou": 0.006973420080612414, "loss_sem_seg": 0.32468979759141803, "lr": 0.01, "mask_rcnn/accuracy": 0.8703389565923259, "mask_rcnn/false_negative": 0.09216081998355966, "mask_rcnn/false_positive": 0.16804903483690026, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7801173236221075, "total_loss": 1.715860218675516} {"data_time": 0.015914845280349255, "eta_seconds": 144793.63232304063, "iteration": 84999, "loss_fcos_cls": 0.2831922061741352, "loss_fcos_ctr": 0.6225046217441559, "loss_fcos_loc": 0.21318397484719753, "loss_mask": 0.2951103374361992, "loss_maskiou": 0.0070650495144946035, "loss_sem_seg": 0.3244783808477223, "lr": 0.01, "mask_rcnn/accuracy": 0.8926176086590296, "mask_rcnn/false_negative": 0.08072651740036299, "mask_rcnn/false_positive": 0.14015734242645317, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.25, "time": 0.8058441923931241, "total_loss": 1.7498423857905436} {"data_time": 0.0161327812820673, "eta_seconds": 144674.59200777672, "iteration": 85019, "loss_fcos_cls": 0.27493649953976274, "loss_fcos_ctr": 0.6237459341064095, "loss_fcos_loc": 0.2151208691066131, "loss_mask": 0.2913846839219332, "loss_maskiou": 0.007557403878308833, "loss_sem_seg": 0.319045830052346, "lr": 0.01, "mask_rcnn/accuracy": 0.8796515073847435, "mask_rcnn/false_negative": 0.10667691179702006, "mask_rcnn/false_positive": 0.1342875515626536, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7726467782631516, "total_loss": 1.7256130704336101} {"data_time": 0.01793317962437868, "eta_seconds": 144658.9499048572, "iteration": 85039, "loss_fcos_cls": 0.28318533627316356, "loss_fcos_ctr": 0.6230442691594362, "loss_fcos_loc": 0.21125682804267853, "loss_mask": 0.29207824310287833, "loss_maskiou": 0.007319747986912262, "loss_sem_seg": 0.2628667186945677, "lr": 0.01, "mask_rcnn/accuracy": 0.8793013038548754, "mask_rcnn/false_negative": 0.12138752641549179, "mask_rcnn/false_positive": 0.14409157462250405, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7862474797293544, "total_loss": 1.687390452803811} {"data_time": 0.016211137175559998, "eta_seconds": 144708.8665485112, "iteration": 85059, "loss_fcos_cls": 0.2870084949536249, "loss_fcos_ctr": 0.6247159671038389, "loss_fcos_loc": 0.22029548487626016, "loss_mask": 0.279860632494092, "loss_maskiou": 0.00694349872355815, "loss_sem_seg": 0.3032912709750235, "lr": 0.01, "mask_rcnn/accuracy": 0.8953048330810831, "mask_rcnn/false_negative": 0.08538779990228065, "mask_rcnn/false_positive": 0.136268103679332, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 22.5, "time": 0.7960301879793406, "total_loss": 1.7252921060062363} {"data_time": 0.01717291120439768, "eta_seconds": 144730.09953818005, "iteration": 85079, "loss_fcos_cls": 0.2881152224726975, "loss_fcos_ctr": 0.6201304690912366, "loss_fcos_loc": 0.2125079792458564, "loss_mask": 0.2886863248422742, "loss_maskiou": 0.0074168605206068605, "loss_sem_seg": 0.29274852899834514, "lr": 0.01, "mask_rcnn/accuracy": 0.8722772762951334, "mask_rcnn/false_negative": 0.10712181170286386, "mask_rcnn/false_positive": 0.13200806850469554, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7876076195389032, "total_loss": 1.7103599414185737} {"data_time": 0.01667917799204588, "eta_seconds": 144797.12748092227, "iteration": 85099, "loss_fcos_cls": 0.2833676072768867, "loss_fcos_ctr": 0.6227949699386954, "loss_fcos_loc": 0.20990386931225657, "loss_mask": 0.29117872938513756, "loss_maskiou": 0.007670961553230882, "loss_sem_seg": 0.28204418905079365, "lr": 0.01, "mask_rcnn/accuracy": 0.9032167976516801, "mask_rcnn/false_negative": 0.09793747653059345, "mask_rcnn/false_positive": 0.11466538832603146, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.25, "time": 0.7972805695608258, "total_loss": 1.703726536987233} {"data_time": 0.01590546127408743, "eta_seconds": 144878.07547529507, "iteration": 85119, "loss_fcos_cls": 0.2771072303876281, "loss_fcos_ctr": 0.6247661504894495, "loss_fcos_loc": 0.2166260596131906, "loss_mask": 0.29530229791998863, "loss_maskiou": 0.007298707700101659, "loss_sem_seg": 0.29722739662975073, "lr": 0.01, "mask_rcnn/accuracy": 0.8730531686358753, "mask_rcnn/false_negative": 0.11486098425362141, "mask_rcnn/false_positive": 0.12470873461798544, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7916026692837477, "total_loss": 1.747649784811074} {"data_time": 0.015207482501864433, "eta_seconds": 144862.40289937053, "iteration": 85139, "loss_fcos_cls": 0.28666341630741954, "loss_fcos_ctr": 0.6249631089158356, "loss_fcos_loc": 0.21738038049079478, "loss_mask": 0.2798224715515971, "loss_maskiou": 0.006757731433026493, "loss_sem_seg": 0.32076337607577443, "lr": 0.01, "mask_rcnn/accuracy": 0.8561506816165201, "mask_rcnn/false_negative": 0.10591398886241872, "mask_rcnn/false_positive": 0.14880968504992653, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.5, "time": 0.7898902120068669, "total_loss": 1.7466295557678677} {"data_time": 0.01623036339879036, "eta_seconds": 144766.37435818557, "iteration": 85159, "loss_fcos_cls": 0.2889735787175596, "loss_fcos_ctr": 0.6226461352780461, "loss_fcos_loc": 0.2114055579295382, "loss_mask": 0.28847932256758213, "loss_maskiou": 0.006509970655315556, "loss_sem_seg": 0.33785282587632537, "lr": 0.01, "mask_rcnn/accuracy": 0.873537270021645, "mask_rcnn/false_negative": 0.10094138603197134, "mask_rcnn/false_positive": 0.15903695668432233, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7696229945868254, "total_loss": 1.7254069986593095} {"data_time": 0.01520156767219305, "eta_seconds": 144764.8352980474, "iteration": 85179, "loss_fcos_cls": 0.26901101344265044, "loss_fcos_ctr": 0.6230894839391112, "loss_fcos_loc": 0.21268370252801105, "loss_mask": 0.27879484882578254, "loss_maskiou": 0.006418327939172741, "loss_sem_seg": 0.3124700770713389, "lr": 0.01, "mask_rcnn/accuracy": 0.8798419295659174, "mask_rcnn/false_negative": 0.09205405164240607, "mask_rcnn/false_positive": 0.15515764946443528, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.25, "time": 0.7790340008214116, "total_loss": 1.6884189302218147} {"data_time": 0.014729988761246204, "eta_seconds": 144618.80308466032, "iteration": 85199, "loss_fcos_cls": 0.2755566271953285, "loss_fcos_ctr": 0.6236696531996131, "loss_fcos_loc": 0.21312729339115322, "loss_mask": 0.29300451511517167, "loss_maskiou": 0.006787272999645211, "loss_sem_seg": 0.2971377207431942, "lr": 0.01, "mask_rcnn/accuracy": 0.8663145020431886, "mask_rcnn/false_negative": 0.08049207697265319, "mask_rcnn/false_positive": 0.1603853115276403, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.7755770906805992, "total_loss": 1.7119517723476747} {"data_time": 0.016932407394051552, "eta_seconds": 144502.3591114441, "iteration": 85219, "loss_fcos_cls": 0.27888803370296955, "loss_fcos_ctr": 0.6225456488318741, "loss_fcos_loc": 0.20038357144221663, "loss_mask": 0.27966343238949776, "loss_maskiou": 0.006872954880236648, "loss_sem_seg": 0.28742525493726134, "lr": 0.01, "mask_rcnn/accuracy": 0.8727454596392735, "mask_rcnn/false_negative": 0.10490424839677936, "mask_rcnn/false_positive": 0.16692953478976919, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.0, "time": 0.7721160538494587, "total_loss": 1.7050809557222237} {"data_time": 0.0166797311976552, "eta_seconds": 144525.33565464243, "iteration": 85239, "loss_fcos_cls": 0.27831088355742395, "loss_fcos_ctr": 0.6222228389233351, "loss_fcos_loc": 0.21228348650038242, "loss_mask": 0.2769959354773164, "loss_maskiou": 0.006907025977852754, "loss_sem_seg": 0.29354086983948946, "lr": 0.01, "mask_rcnn/accuracy": 0.8710928912062231, "mask_rcnn/false_negative": 0.11417802838917285, "mask_rcnn/false_positive": 0.11844829060209994, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7897817436605692, "total_loss": 1.7029792981338687} {"data_time": 0.016785837709903717, "eta_seconds": 144486.8867727425, "iteration": 85259, "loss_fcos_cls": 0.28974681068211794, "loss_fcos_ctr": 0.6251092059537768, "loss_fcos_loc": 0.21813454187940806, "loss_mask": 0.2842385363765061, "loss_maskiou": 0.00693278711696621, "loss_sem_seg": 0.3146901139989495, "lr": 0.01, "mask_rcnn/accuracy": 0.8820682811255545, "mask_rcnn/false_negative": 0.08760002124686023, "mask_rcnn/false_positive": 0.1669568601764927, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.5, "time": 0.7867184150964022, "total_loss": 1.7350677810172783} {"data_time": 0.015098821371793747, "eta_seconds": 144647.53616510797, "iteration": 85279, "loss_fcos_cls": 0.2764536594040692, "loss_fcos_ctr": 0.6243777796626091, "loss_fcos_loc": 0.22116271464619786, "loss_mask": 0.29815549682825804, "loss_maskiou": 0.007105883240001276, "loss_sem_seg": 0.3144139042124152, "lr": 0.01, "mask_rcnn/accuracy": 0.8830050003790777, "mask_rcnn/false_negative": 0.0913437936922703, "mask_rcnn/false_positive": 0.1370426542352306, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7984548099339008, "total_loss": 1.760805150923261} {"data_time": 0.01682409457862377, "eta_seconds": 144455.60256690346, "iteration": 85299, "loss_fcos_cls": 0.27100811479613185, "loss_fcos_ctr": 0.6199294803664088, "loss_fcos_loc": 0.20813649892807007, "loss_mask": 0.27693461161106825, "loss_maskiou": 0.006417491065803915, "loss_sem_seg": 0.29524624859914184, "lr": 0.01, "mask_rcnn/accuracy": 0.8745547090332311, "mask_rcnn/false_negative": 0.09571951325546313, "mask_rcnn/false_positive": 0.1487380786044593, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7641030224040151, "total_loss": 1.6789614165609237} {"data_time": 0.01606618333607912, "eta_seconds": 144539.62635623943, "iteration": 85319, "loss_fcos_cls": 0.27453076490201056, "loss_fcos_ctr": 0.6242416584864259, "loss_fcos_loc": 0.21394924307242036, "loss_mask": 0.29034110717475414, "loss_maskiou": 0.00684961759543512, "loss_sem_seg": 0.3056387440301478, "lr": 0.01, "mask_rcnn/accuracy": 0.889882977000324, "mask_rcnn/false_negative": 0.10376744514424979, "mask_rcnn/false_positive": 0.15225431501798276, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.0, "time": 0.7877093330025673, "total_loss": 1.7025041409942787} {"data_time": 0.01757901906967163, "eta_seconds": 144633.52526008524, "iteration": 85339, "loss_fcos_cls": 0.27541161933913827, "loss_fcos_ctr": 0.6238915733993053, "loss_fcos_loc": 0.203466160222888, "loss_mask": 0.2911210134625435, "loss_maskiou": 0.007660320741706528, "loss_sem_seg": 0.383254446554929, "lr": 0.01, "mask_rcnn/accuracy": 0.8646203808282218, "mask_rcnn/false_negative": 0.10758796460619813, "mask_rcnn/false_positive": 0.1579774843367609, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.5, "time": 0.7948250966146588, "total_loss": 1.8025151702022413} {"data_time": 0.017752637155354023, "eta_seconds": 144617.86049868353, "iteration": 85359, "loss_fcos_cls": 0.2768853046000004, "loss_fcos_ctr": 0.6232321485877037, "loss_fcos_loc": 0.2124092592857778, "loss_mask": 0.2758972533047199, "loss_maskiou": 0.00705563195515424, "loss_sem_seg": 0.3452782090753317, "lr": 0.01, "mask_rcnn/accuracy": 0.8994946484028394, "mask_rcnn/false_negative": 0.09597882729225747, "mask_rcnn/false_positive": 0.11346281752833133, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7764252657070756, "total_loss": 1.7376451768359402} {"data_time": 0.01608931552618742, "eta_seconds": 144660.2589036012, "iteration": 85379, "loss_fcos_cls": 0.2894174300599843, "loss_fcos_ctr": 0.625183280557394, "loss_fcos_loc": 0.21155759249813855, "loss_mask": 0.29456926975399256, "loss_maskiou": 0.00716235061554471, "loss_sem_seg": 0.31402317713946104, "lr": 0.01, "mask_rcnn/accuracy": 0.8715339396628217, "mask_rcnn/false_negative": 0.09290169121138236, "mask_rcnn/false_positive": 0.19001066594200988, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.7836665045469999, "total_loss": 1.7361538836048567} {"data_time": 0.01895538903772831, "eta_seconds": 144586.5309758801, "iteration": 85399, "loss_fcos_cls": 0.28585943835787475, "loss_fcos_ctr": 0.6195118352770805, "loss_fcos_loc": 0.1994483433663845, "loss_mask": 0.2831593498121947, "loss_maskiou": 0.006864648348710034, "loss_sem_seg": 0.27127436315640807, "lr": 0.01, "mask_rcnn/accuracy": 0.8733070562085594, "mask_rcnn/false_negative": 0.09817303969560692, "mask_rcnn/false_positive": 0.15921796587651144, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7766430843621492, "total_loss": 1.6996662840319914} {"data_time": 0.014849827624857426, "eta_seconds": 144677.99328715727, "iteration": 85419, "loss_fcos_cls": 0.2870171756949276, "loss_fcos_ctr": 0.6206998284906149, "loss_fcos_loc": 0.20359549624845386, "loss_mask": 0.2889336682856083, "loss_maskiou": 0.007210180468973704, "loss_sem_seg": 0.31937207747250795, "lr": 0.01, "mask_rcnn/accuracy": 0.879395077347271, "mask_rcnn/false_negative": 0.10594565914555498, "mask_rcnn/false_positive": 0.14099765303597536, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.7948043467476964, "total_loss": 1.7226905238785548} {"data_time": 0.01672281976789236, "eta_seconds": 144586.68096696585, "iteration": 85439, "loss_fcos_cls": 0.2856002568732947, "loss_fcos_ctr": 0.6228509172797203, "loss_fcos_loc": 0.21475839731283486, "loss_mask": 0.2884825011715293, "loss_maskiou": 0.006661337843979709, "loss_sem_seg": 0.3021139297634363, "lr": 0.01, "mask_rcnn/accuracy": 0.8861365017471008, "mask_rcnn/false_negative": 0.09021425530133426, "mask_rcnn/false_positive": 0.1372208867671723, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7636956376954913, "total_loss": 1.7396518088935409} {"data_time": 0.01620545983314514, "eta_seconds": 144606.2900837278, "iteration": 85459, "loss_fcos_cls": 0.28183499444276094, "loss_fcos_ctr": 0.6231630039401352, "loss_fcos_loc": 0.21364725334569812, "loss_mask": 0.28159191738814116, "loss_maskiou": 0.006817024186602794, "loss_sem_seg": 0.30227583227679133, "lr": 0.01, "mask_rcnn/accuracy": 0.8698739904952402, "mask_rcnn/false_negative": 0.10796954837352354, "mask_rcnn/false_positive": 0.14861211434612526, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 28.75, "time": 0.7878301134333014, "total_loss": 1.7407214239647146} {"data_time": 0.01503556314855814, "eta_seconds": 144688.45354246628, "iteration": 85479, "loss_fcos_cls": 0.28050136007368565, "loss_fcos_ctr": 0.6257511219009757, "loss_fcos_loc": 0.21463090600445867, "loss_mask": 0.2845176109112799, "loss_maskiou": 0.006826326280133799, "loss_sem_seg": 0.286683366401121, "lr": 0.01, "mask_rcnn/accuracy": 0.8738110244097639, "mask_rcnn/false_negative": 0.1016357789759665, "mask_rcnn/false_positive": 0.14728732632123404, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7928162142634392, "total_loss": 1.7144669022090966} {"data_time": 0.016687339171767235, "eta_seconds": 144672.77094226982, "iteration": 85499, "loss_fcos_cls": 0.27688515721820295, "loss_fcos_ctr": 0.6216116463765502, "loss_fcos_loc": 0.20728383166715503, "loss_mask": 0.27741129882633686, "loss_maskiou": 0.006455830836785026, "loss_sem_seg": 0.2954383991891518, "lr": 0.01, "mask_rcnn/accuracy": 0.8874997316598449, "mask_rcnn/false_negative": 0.09008914558165013, "mask_rcnn/false_positive": 0.13136945926720914, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.778529672883451, "total_loss": 1.7026813013362698} {"data_time": 0.014821077696979046, "eta_seconds": 144550.08786008507, "iteration": 85519, "loss_fcos_cls": 0.2846614795271307, "loss_fcos_ctr": 0.6254962012171745, "loss_fcos_loc": 0.21296830708160996, "loss_mask": 0.29369483422487974, "loss_maskiou": 0.006802873351261951, "loss_sem_seg": 0.3246541318949312, "lr": 0.01, "mask_rcnn/accuracy": 0.8706666401500359, "mask_rcnn/false_negative": 0.09157158309630031, "mask_rcnn/false_positive": 0.1491766935774287, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.75, "time": 0.7638640189543366, "total_loss": 1.7320238364627585} {"data_time": 0.015957518480718136, "eta_seconds": 144460.10793050565, "iteration": 85539, "loss_fcos_cls": 0.27349978871643543, "loss_fcos_ctr": 0.6263362672179937, "loss_fcos_loc": 0.21427054365631193, "loss_mask": 0.27997194277122617, "loss_maskiou": 0.0061699369180132635, "loss_sem_seg": 0.29301950242370367, "lr": 0.01, "mask_rcnn/accuracy": 0.8793367589615755, "mask_rcnn/false_negative": 0.0981470697642434, "mask_rcnn/false_positive": 0.17057268325425945, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.5, "time": 0.7731399452313781, "total_loss": 1.7039317756753007} {"data_time": 0.016854151152074337, "eta_seconds": 144435.82587998454, "iteration": 85559, "loss_fcos_cls": 0.2805156875983812, "loss_fcos_ctr": 0.623328291811049, "loss_fcos_loc": 0.2137138928519562, "loss_mask": 0.28671470656991005, "loss_maskiou": 0.006363484440953471, "loss_sem_seg": 0.33999571530148387, "lr": 0.01, "mask_rcnn/accuracy": 0.8731806564433683, "mask_rcnn/false_negative": 0.10149877837319213, "mask_rcnn/false_positive": 0.129348739232561, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7767445798963308, "total_loss": 1.778989265068958} {"data_time": 0.01746793184429407, "eta_seconds": 144512.2581081232, "iteration": 85579, "loss_fcos_cls": 0.2754224862437695, "loss_fcos_ctr": 0.6226632697507739, "loss_fcos_loc": 0.2133887349627912, "loss_mask": 0.2890514638274908, "loss_maskiou": 0.007193218203610741, "loss_sem_seg": 0.33083093725144863, "lr": 0.01, "mask_rcnn/accuracy": 0.8734526162608288, "mask_rcnn/false_negative": 0.10581980930704535, "mask_rcnn/false_positive": 0.15895597975032116, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.806775962933898, "total_loss": 1.739782299817307} {"data_time": 0.016788865439593792, "eta_seconds": 144436.26664750557, "iteration": 85599, "loss_fcos_cls": 0.28091305680572987, "loss_fcos_ctr": 0.62406080449, "loss_fcos_loc": 0.2147324791585561, "loss_mask": 0.2905206838622689, "loss_maskiou": 0.007119064961443655, "loss_sem_seg": 0.32009476586245, "lr": 0.01, "mask_rcnn/accuracy": 0.8467691597915762, "mask_rcnn/false_negative": 0.11860087288314941, "mask_rcnn/false_positive": 0.1933550499715447, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7813006080687046, "total_loss": 1.743737778844661} {"data_time": 0.016081216745078564, "eta_seconds": 144471.73285991699, "iteration": 85619, "loss_fcos_cls": 0.27586122741922736, "loss_fcos_ctr": 0.6221607169136405, "loss_fcos_loc": 0.20278455107472837, "loss_mask": 0.27975294552743435, "loss_maskiou": 0.006542257164255716, "loss_sem_seg": 0.3240158446133137, "lr": 0.01, "mask_rcnn/accuracy": 0.876713620230701, "mask_rcnn/false_negative": 0.09493249295386597, "mask_rcnn/false_positive": 0.15131440205011698, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7902095271274447, "total_loss": 1.6986671941995155} {"data_time": 0.016333059407770634, "eta_seconds": 144456.06185988337, "iteration": 85639, "loss_fcos_cls": 0.2871470090467483, "loss_fcos_ctr": 0.6219606688246131, "loss_fcos_loc": 0.21456821088213474, "loss_mask": 0.2865508133545518, "loss_maskiou": 0.0074342356601846404, "loss_sem_seg": 0.32366238022223115, "lr": 0.01, "mask_rcnn/accuracy": 0.8688812481514345, "mask_rcnn/false_negative": 0.09519152069292969, "mask_rcnn/false_positive": 0.1582621360294612, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.75, "time": 0.7814349988475442, "total_loss": 1.7601595485393773} {"data_time": 0.015771794132888317, "eta_seconds": 144357.5158372717, "iteration": 85659, "loss_fcos_cls": 0.27816428896039724, "loss_fcos_ctr": 0.6244650362059474, "loss_fcos_loc": 0.22004832909442484, "loss_mask": 0.2721499726176262, "loss_maskiou": 0.00644020958134206, "loss_sem_seg": 0.29857169825118035, "lr": 0.01, "mask_rcnn/accuracy": 0.868928193614634, "mask_rcnn/false_negative": 0.13021410253109664, "mask_rcnn/false_positive": 0.13015892560450523, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.7752940263599157, "total_loss": 1.7037269219872542} {"data_time": 0.01707010343670845, "eta_seconds": 144308.83921861462, "iteration": 85679, "loss_fcos_cls": 0.28137351106852293, "loss_fcos_ctr": 0.62312426045537, "loss_fcos_loc": 0.21560457779560238, "loss_mask": 0.28259185142815113, "loss_maskiou": 0.006844835952506401, "loss_sem_seg": 0.2990771937184036, "lr": 0.01, "mask_rcnn/accuracy": 0.890235260770975, "mask_rcnn/false_negative": 0.09056936052475845, "mask_rcnn/false_positive": 0.12991580471226843, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.25, "time": 0.7721005622297525, "total_loss": 1.715792670060182} {"data_time": 0.016408669762313366, "eta_seconds": 144293.1807923671, "iteration": 85699, "loss_fcos_cls": 0.2855024570017122, "loss_fcos_ctr": 0.6242750221863389, "loss_fcos_loc": 0.20920171245234087, "loss_mask": 0.2766079204156995, "loss_maskiou": 0.0074011107863043435, "loss_sem_seg": 0.32287832349538803, "lr": 0.01, "mask_rcnn/accuracy": 0.8687556689342404, "mask_rcnn/false_negative": 0.08475480993307738, "mask_rcnn/false_positive": 0.16657391670412686, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7752187605947256, "total_loss": 1.7467127325217007} {"data_time": 0.01603626925498247, "eta_seconds": 144285.53571157996, "iteration": 85719, "loss_fcos_cls": 0.29906123876571655, "loss_fcos_ctr": 0.6252716546878219, "loss_fcos_loc": 0.21186320041306317, "loss_mask": 0.27884587831795216, "loss_maskiou": 0.006789817114622565, "loss_sem_seg": 0.30348123144358397, "lr": 0.01, "mask_rcnn/accuracy": 0.8714292435358217, "mask_rcnn/false_negative": 0.08789198074780157, "mask_rcnn/false_positive": 0.14912139552892748, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7809098903089762, "total_loss": 1.7539123668975662} {"data_time": 0.01702142506837845, "eta_seconds": 144210.91553558316, "iteration": 85739, "loss_fcos_cls": 0.2783174142241478, "loss_fcos_ctr": 0.6248329346999526, "loss_fcos_loc": 0.20572016871301457, "loss_mask": 0.2793569462373853, "loss_maskiou": 0.006201476833666675, "loss_sem_seg": 0.3367261840030551, "lr": 0.01, "mask_rcnn/accuracy": 0.8765282376248371, "mask_rcnn/false_negative": 0.09300858892824135, "mask_rcnn/false_positive": 0.15605317375268174, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.75, "time": 0.7612551869824529, "total_loss": 1.7176412295957562} {"data_time": 0.01508419681340456, "eta_seconds": 144218.2294951342, "iteration": 85759, "loss_fcos_cls": 0.2786904973909259, "loss_fcos_ctr": 0.6229417705908418, "loss_fcos_loc": 0.2128107761964202, "loss_mask": 0.281039378605783, "loss_maskiou": 0.006812554784119129, "loss_sem_seg": 0.32321914681233466, "lr": 0.01, "mask_rcnn/accuracy": 0.8759879555687009, "mask_rcnn/false_negative": 0.10068854575859693, "mask_rcnn/false_positive": 0.15728934766600497, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 36.5, "time": 0.7832541419193149, "total_loss": 1.7380836358352099} {"data_time": 0.01526904571801424, "eta_seconds": 144211.50102157798, "iteration": 85779, "loss_fcos_cls": 0.2710655851988122, "loss_fcos_ctr": 0.6228569019585848, "loss_fcos_loc": 0.2085912257898599, "loss_mask": 0.2917485861107707, "loss_maskiou": 0.006684458054223796, "loss_sem_seg": 0.31019859574735165, "lr": 0.01, "mask_rcnn/accuracy": 0.891878273123059, "mask_rcnn/false_negative": 0.08181345776701093, "mask_rcnn/false_positive": 0.12789962428082433, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.5, "time": 0.7887454396113753, "total_loss": 1.7156156330893282} {"data_time": 0.01513752806931734, "eta_seconds": 144121.03884507902, "iteration": 85799, "loss_fcos_cls": 0.2734233399387449, "loss_fcos_ctr": 0.6249974160455167, "loss_fcos_loc": 0.21781693515367806, "loss_mask": 0.28411733265966177, "loss_maskiou": 0.006908005798322847, "loss_sem_seg": 0.36235500779002905, "lr": 0.01, "mask_rcnn/accuracy": 0.8975283331956264, "mask_rcnn/false_negative": 0.08408884490876262, "mask_rcnn/false_positive": 0.1415291020731662, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.0, "time": 0.7782961698248982, "total_loss": 1.7811898710933747} {"data_time": 0.01599686499685049, "eta_seconds": 144105.39060876705, "iteration": 85819, "loss_fcos_cls": 0.27231386094354093, "loss_fcos_ctr": 0.6209622118622065, "loss_fcos_loc": 0.19948547973763198, "loss_mask": 0.2807624563574791, "loss_maskiou": 0.0067616859305417165, "loss_sem_seg": 0.3328861426562071, "lr": 0.01, "mask_rcnn/accuracy": 0.9053080847723705, "mask_rcnn/false_negative": 0.0953647798743962, "mask_rcnn/false_positive": 0.12046769211740196, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7940529147163033, "total_loss": 1.7245141240491648} {"data_time": 0.015774819999933243, "eta_seconds": 144191.57993596885, "iteration": 85839, "loss_fcos_cls": 0.27949783590156585, "loss_fcos_ctr": 0.6235580146312714, "loss_fcos_loc": 0.20764686143957078, "loss_mask": 0.2957960218191147, "loss_maskiou": 0.006533906314871274, "loss_sem_seg": 0.30444260919466615, "lr": 0.01, "mask_rcnn/accuracy": 0.8684501602439662, "mask_rcnn/false_negative": 0.11665348252389032, "mask_rcnn/false_positive": 0.13792754210051492, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.75, "time": 0.7776233833283186, "total_loss": 1.7207867799224914} {"data_time": 0.016138317994773388, "eta_seconds": 144013.83759732265, "iteration": 85859, "loss_fcos_cls": 0.2834620125358924, "loss_fcos_ctr": 0.6219246061518788, "loss_fcos_loc": 0.21865346492268145, "loss_mask": 0.2961687436327338, "loss_maskiou": 0.007987694116309285, "loss_sem_seg": 0.3259026596788317, "lr": 0.01, "mask_rcnn/accuracy": 0.8613545665791069, "mask_rcnn/false_negative": 0.1001385884689256, "mask_rcnn/false_positive": 0.147038201337852, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7651457833126187, "total_loss": 1.766312872787239} {"data_time": 0.014934124425053596, "eta_seconds": 143997.3553300528, "iteration": 85879, "loss_fcos_cls": 0.2839876471552998, "loss_fcos_ctr": 0.6226521711796522, "loss_fcos_loc": 0.2108413913520053, "loss_mask": 0.2897834638133645, "loss_maskiou": 0.007066645543090999, "loss_sem_seg": 0.27175256866030395, "lr": 0.01, "mask_rcnn/accuracy": 0.8676779449425772, "mask_rcnn/false_negative": 0.0945798951613904, "mask_rcnn/false_positive": 0.16844975073587654, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7758848210796714, "total_loss": 1.7159192139661172} {"data_time": 0.015502220951020718, "eta_seconds": 143982.55421391595, "iteration": 85899, "loss_fcos_cls": 0.273614666541107, "loss_fcos_ctr": 0.6213032118976116, "loss_fcos_loc": 0.21155488467775285, "loss_mask": 0.26603078562766314, "loss_maskiou": 0.006484779602033086, "loss_sem_seg": 0.3170761833898723, "lr": 0.01, "mask_rcnn/accuracy": 0.8694268700779484, "mask_rcnn/false_negative": 0.09359619358457297, "mask_rcnn/false_positive": 0.17013377334354918, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.75, "time": 0.7708947882056236, "total_loss": 1.6934138275682926} {"data_time": 0.014748589135706425, "eta_seconds": 144023.32428490557, "iteration": 85919, "loss_fcos_cls": 0.2882651314139366, "loss_fcos_ctr": 0.6220713742077351, "loss_fcos_loc": 0.21382569416891783, "loss_mask": 0.28294168319553137, "loss_maskiou": 0.007089925944455899, "loss_sem_seg": 0.3472650027833879, "lr": 0.01, "mask_rcnn/accuracy": 0.8687913030234806, "mask_rcnn/false_negative": 0.11828793274113307, "mask_rcnn/false_positive": 0.15939593297060306, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.0, "time": 0.7896744841709733, "total_loss": 1.7366077365149977} {"data_time": 0.015229100361466408, "eta_seconds": 144085.3347698478, "iteration": 85939, "loss_fcos_cls": 0.2826432331930846, "loss_fcos_ctr": 0.6219461364671588, "loss_fcos_loc": 0.20874278072733432, "loss_mask": 0.26939626410603523, "loss_maskiou": 0.00657007049449021, "loss_sem_seg": 0.33432085101958364, "lr": 0.01, "mask_rcnn/accuracy": 0.8803990716840095, "mask_rcnn/false_negative": 0.10046775688744017, "mask_rcnn/false_positive": 0.14026578598040026, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7855652682483196, "total_loss": 1.6991257067056722} {"data_time": 0.01714817713946104, "eta_seconds": 144122.58570913319, "iteration": 85959, "loss_fcos_cls": 0.28897392586804926, "loss_fcos_ctr": 0.6287472252734005, "loss_fcos_loc": 0.22351915249601007, "loss_mask": 0.29223634116351604, "loss_maskiou": 0.007479303327272646, "loss_sem_seg": 0.3020743168890476, "lr": 0.01, "mask_rcnn/accuracy": 0.8665110859158478, "mask_rcnn/false_negative": 0.09278543523355873, "mask_rcnn/false_positive": 0.18624836625920066, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.25, "time": 0.8090431736782193, "total_loss": 1.748486312761088} {"data_time": 0.01652670092880726, "eta_seconds": 144138.6230266681, "iteration": 85979, "loss_fcos_cls": 0.2722021769732237, "loss_fcos_ctr": 0.6205559018999338, "loss_fcos_loc": 0.2106075924821198, "loss_mask": 0.28301822673529387, "loss_maskiou": 0.0072057761426549405, "loss_sem_seg": 0.33239257568493485, "lr": 0.01, "mask_rcnn/accuracy": 0.8710940508278784, "mask_rcnn/false_negative": 0.09437373575439811, "mask_rcnn/false_positive": 0.17327864606154744, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.25, "time": 0.7862885799258947, "total_loss": 1.7225804658664856} {"data_time": 0.016888795420527458, "eta_seconds": 144007.4278847007, "iteration": 85999, "loss_fcos_cls": 0.26205354859121144, "loss_fcos_ctr": 0.6232427889481187, "loss_fcos_loc": 0.20610694296192378, "loss_mask": 0.2887057801708579, "loss_maskiou": 0.007127946038963273, "loss_sem_seg": 0.2857430127914995, "lr": 0.01, "mask_rcnn/accuracy": 0.8840307757718472, "mask_rcnn/false_negative": 0.08289384449998316, "mask_rcnn/false_positive": 0.1540345039204402, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7792767379432917, "total_loss": 1.7103938222280703} {"data_time": 0.015313178300857544, "eta_seconds": 144022.70973368268, "iteration": 86019, "loss_fcos_cls": 0.27641804376617074, "loss_fcos_ctr": 0.6234989436343312, "loss_fcos_loc": 0.21180674340575933, "loss_mask": 0.28807100001722574, "loss_maskiou": 0.006831327147665434, "loss_sem_seg": 0.3109237758908421, "lr": 0.01, "mask_rcnn/accuracy": 0.8698911551349657, "mask_rcnn/false_negative": 0.12578573898286347, "mask_rcnn/false_positive": 0.1302337443585157, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.7781554013490677, "total_loss": 1.6942533804831328} {"data_time": 0.01653458923101425, "eta_seconds": 143950.28237794153, "iteration": 86039, "loss_fcos_cls": 0.2796990619972348, "loss_fcos_ctr": 0.6244233166798949, "loss_fcos_loc": 0.2238740238826722, "loss_mask": 0.3002403895370662, "loss_maskiou": 0.00708571108225442, "loss_sem_seg": 0.3558061490766704, "lr": 0.01, "mask_rcnn/accuracy": 0.8637732325072887, "mask_rcnn/false_negative": 0.10556472842455307, "mask_rcnn/false_positive": 0.1560754619659268, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 25.0, "time": 0.7815005658194423, "total_loss": 1.785776044926024} {"data_time": 0.016095735132694244, "eta_seconds": 143960.46919603553, "iteration": 86059, "loss_fcos_cls": 0.2820540872053243, "loss_fcos_ctr": 0.6228893902152777, "loss_fcos_loc": 0.21919486904516816, "loss_mask": 0.28726122807711363, "loss_maskiou": 0.0072481457609683275, "loss_sem_seg": 0.3438120633363724, "lr": 0.01, "mask_rcnn/accuracy": 0.862171087379051, "mask_rcnn/false_negative": 0.10809322014562617, "mask_rcnn/false_positive": 0.14259631083424062, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.5, "time": 0.7868046825751662, "total_loss": 1.7330246778874425} {"data_time": 0.0166929354891181, "eta_seconds": 143840.93932608794, "iteration": 86079, "loss_fcos_cls": 0.2681287594605237, "loss_fcos_ctr": 0.6250990908592939, "loss_fcos_loc": 0.21553651546128094, "loss_mask": 0.2903785668313503, "loss_maskiou": 0.007248369773151353, "loss_sem_seg": 0.3446628237143159, "lr": 0.01, "mask_rcnn/accuracy": 0.8766751598598623, "mask_rcnn/false_negative": 0.085657914269968, "mask_rcnn/false_positive": 0.16658648659862252, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.0, "time": 0.7694054655730724, "total_loss": 1.7475110542145558} {"data_time": 0.01693694479763508, "eta_seconds": 143816.47571988218, "iteration": 86099, "loss_fcos_cls": 0.2890296154655516, "loss_fcos_ctr": 0.6219291882589459, "loss_fcos_loc": 0.20997481886297464, "loss_mask": 0.2913546450436115, "loss_maskiou": 0.007175110906246118, "loss_sem_seg": 0.33289278531447053, "lr": 0.01, "mask_rcnn/accuracy": 0.8668681653860779, "mask_rcnn/false_negative": 0.10565699762414835, "mask_rcnn/false_positive": 0.17161865517866431, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7899552062153816, "total_loss": 1.7112972217219067} {"data_time": 0.017298705875873566, "eta_seconds": 143791.85065762606, "iteration": 86119, "loss_fcos_cls": 0.28650734829716384, "loss_fcos_ctr": 0.6235195333138108, "loss_fcos_loc": 0.21648803155403584, "loss_mask": 0.2918079439550638, "loss_maskiou": 0.006439516655518673, "loss_sem_seg": 0.3068528547883034, "lr": 0.01, "mask_rcnn/accuracy": 0.8671187987390079, "mask_rcnn/false_negative": 0.11481886013933637, "mask_rcnn/false_positive": 0.14514807840539512, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.793628198094666, "total_loss": 1.7464520066860132} {"data_time": 0.016543710604310036, "eta_seconds": 143768.98749179207, "iteration": 86139, "loss_fcos_cls": 0.2756655225530267, "loss_fcos_ctr": 0.6213336582295597, "loss_fcos_loc": 0.20490428688935935, "loss_mask": 0.28107958007603884, "loss_maskiou": 0.006524725831695832, "loss_sem_seg": 0.3001640448346734, "lr": 0.01, "mask_rcnn/accuracy": 0.8836849844104309, "mask_rcnn/false_negative": 0.08590102944338451, "mask_rcnn/false_positive": 0.16192594456726161, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 23.75, "time": 0.7726637246087193, "total_loss": 1.6987448176223552} {"data_time": 0.0177618945017457, "eta_seconds": 143711.48562334944, "iteration": 86159, "loss_fcos_cls": 0.2764094965532422, "loss_fcos_ctr": 0.6198907839134336, "loss_fcos_loc": 0.20923757064156234, "loss_mask": 0.27755493484437466, "loss_maskiou": 0.007492140415706672, "loss_sem_seg": 0.3006118070334196, "lr": 0.01, "mask_rcnn/accuracy": 0.8639618484063095, "mask_rcnn/false_negative": 0.12048184087238559, "mask_rcnn/false_positive": 0.1351327379290031, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7710035080090165, "total_loss": 1.6972373366952525} {"data_time": 0.016089526936411858, "eta_seconds": 143720.7686291756, "iteration": 86179, "loss_fcos_cls": 0.2744233200792223, "loss_fcos_ctr": 0.6230621319264174, "loss_fcos_loc": 0.2099724435247481, "loss_mask": 0.2762868655845523, "loss_maskiou": 0.007118085675756447, "loss_sem_seg": 0.29445063485763967, "lr": 0.01, "mask_rcnn/accuracy": 0.8970909401559033, "mask_rcnn/false_negative": 0.09032540592370984, "mask_rcnn/false_positive": 0.10850563708955802, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.75, "time": 0.7728857761248946, "total_loss": 1.7043233256990789} {"data_time": 0.015507051721215248, "eta_seconds": 143731.53563287295, "iteration": 86199, "loss_fcos_cls": 0.2638363484875299, "loss_fcos_ctr": 0.622975162230432, "loss_fcos_loc": 0.20453990902751684, "loss_mask": 0.2856794400140643, "loss_maskiou": 0.007512911317462567, "loss_sem_seg": 0.2685475265607238, "lr": 0.01, "mask_rcnn/accuracy": 0.870334086474702, "mask_rcnn/false_negative": 0.092516131722784, "mask_rcnn/false_positive": 0.1731491960162091, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.7865517865866423, "total_loss": 1.686029486503685} {"data_time": 0.016303234733641148, "eta_seconds": 143731.44812331256, "iteration": 86219, "loss_fcos_cls": 0.2780797388404608, "loss_fcos_ctr": 0.6243506465107203, "loss_fcos_loc": 0.215133604593575, "loss_mask": 0.29339837562292814, "loss_maskiou": 0.007113013038178906, "loss_sem_seg": 0.32154360599815845, "lr": 0.01, "mask_rcnn/accuracy": 0.8791226311953353, "mask_rcnn/false_negative": 0.09657409396075836, "mask_rcnn/false_positive": 0.1275081943647181, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.25, "time": 0.7796045960858464, "total_loss": 1.7176431429979857} {"data_time": 0.01582160871475935, "eta_seconds": 143708.96585529298, "iteration": 86239, "loss_fcos_cls": 0.2819237639196217, "loss_fcos_ctr": 0.6232859762385488, "loss_fcos_loc": 0.20978859043680131, "loss_mask": 0.2937765782698989, "loss_maskiou": 0.006797401700168848, "loss_sem_seg": 0.29172674287110567, "lr": 0.01, "mask_rcnn/accuracy": 0.8877592751182977, "mask_rcnn/false_negative": 0.10481298262374181, "mask_rcnn/false_positive": 0.13952748221801628, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7931716851890087, "total_loss": 1.7193644697981654} {"data_time": 0.015767273493111134, "eta_seconds": 143665.17078689206, "iteration": 86259, "loss_fcos_cls": 0.2856074175797403, "loss_fcos_ctr": 0.6217704080045223, "loss_fcos_loc": 0.21138544427230954, "loss_mask": 0.27642853930592537, "loss_maskiou": 0.0071667030424578115, "loss_sem_seg": 0.3329956019297242, "lr": 0.01, "mask_rcnn/accuracy": 0.8857875525309251, "mask_rcnn/false_negative": 0.10200458081039501, "mask_rcnn/false_positive": 0.10932955371732522, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.25, "time": 0.7778457812964916, "total_loss": 1.7573494574971846} {"data_time": 0.01616349071264267, "eta_seconds": 143649.53299556766, "iteration": 86279, "loss_fcos_cls": 0.2997121731750667, "loss_fcos_ctr": 0.6230495432391763, "loss_fcos_loc": 0.21684805653057992, "loss_mask": 0.30118616577237844, "loss_maskiou": 0.007418435008730739, "loss_sem_seg": 0.35472847847267985, "lr": 0.01, "mask_rcnn/accuracy": 0.8432061630622398, "mask_rcnn/false_negative": 0.10541102017941384, "mask_rcnn/false_positive": 0.17929032421269714, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.8038170887157321, "total_loss": 1.8198339313166798} {"data_time": 0.016590087674558163, "eta_seconds": 143701.55585586, "iteration": 86299, "loss_fcos_cls": 0.27324629621580243, "loss_fcos_ctr": 0.6265134960412979, "loss_fcos_loc": 0.21910585439763963, "loss_mask": 0.27338534966111183, "loss_maskiou": 0.006370889721438289, "loss_sem_seg": 0.31229904433712363, "lr": 0.01, "mask_rcnn/accuracy": 0.8605966308937368, "mask_rcnn/false_negative": 0.10190291024273139, "mask_rcnn/false_positive": 0.13433215957526887, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.7891460787504911, "total_loss": 1.7059615894540912} {"data_time": 0.016110616736114025, "eta_seconds": 143722.18683856353, "iteration": 86319, "loss_fcos_cls": 0.2738620541058481, "loss_fcos_ctr": 0.6236719968728721, "loss_fcos_loc": 0.2102056541480124, "loss_mask": 0.284456399269402, "loss_maskiou": 0.006394344614818692, "loss_sem_seg": 0.2850160929374397, "lr": 0.01, "mask_rcnn/accuracy": 0.8673127733236151, "mask_rcnn/false_negative": 0.09431672931443613, "mask_rcnn/false_positive": 0.1507423857037049, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 31.75, "time": 0.794086660258472, "total_loss": 1.6849904624396004} {"data_time": 0.016942661255598068, "eta_seconds": 143637.59852093365, "iteration": 86339, "loss_fcos_cls": 0.2753089591860771, "loss_fcos_ctr": 0.6231234408915043, "loss_fcos_loc": 0.20629821135662496, "loss_mask": 0.2864877060055733, "loss_maskiou": 0.007040280659566633, "loss_sem_seg": 0.3204622194170952, "lr": 0.01, "mask_rcnn/accuracy": 0.877266308309038, "mask_rcnn/false_negative": 0.095210384464386, "mask_rcnn/false_positive": 0.17186378965410296, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.75, "time": 0.7885755840688944, "total_loss": 1.7077042169403285} {"data_time": 0.01580458227545023, "eta_seconds": 143615.12072002143, "iteration": 86359, "loss_fcos_cls": 0.2815205864608288, "loss_fcos_ctr": 0.6255840957164764, "loss_fcos_loc": 0.2162084102164954, "loss_mask": 0.2849704511463642, "loss_maskiou": 0.006734285852871835, "loss_sem_seg": 0.28487960854545236, "lr": 0.01, "mask_rcnn/accuracy": 0.8714416745831559, "mask_rcnn/false_negative": 0.10373520368619824, "mask_rcnn/false_positive": 0.14549568005242333, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7810084214434028, "total_loss": 1.7161864655645331} {"data_time": 0.015395091846585274, "eta_seconds": 143571.34403894562, "iteration": 86379, "loss_fcos_cls": 0.2819185263942927, "loss_fcos_ctr": 0.6221172483637929, "loss_fcos_loc": 0.21483348472975194, "loss_mask": 0.2805924843996763, "loss_maskiou": 0.006940409395610914, "loss_sem_seg": 0.2983460337854922, "lr": 0.01, "mask_rcnn/accuracy": 0.8747690044209, "mask_rcnn/false_negative": 0.11332814127585379, "mask_rcnn/false_positive": 0.15208463849497475, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.0, "time": 0.770053637214005, "total_loss": 1.7121204606082756} {"data_time": 0.016339716501533985, "eta_seconds": 143572.89536488708, "iteration": 86399, "loss_fcos_cls": 0.282146739307791, "loss_fcos_ctr": 0.6213079104200006, "loss_fcos_loc": 0.20521404733881354, "loss_mask": 0.28268792014569044, "loss_maskiou": 0.007625199934409466, "loss_sem_seg": 0.3286357605829835, "lr": 0.01, "mask_rcnn/accuracy": 0.8707144702365575, "mask_rcnn/false_negative": 0.11425176587400779, "mask_rcnn/false_positive": 0.1502490493198635, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.779501267708838, "total_loss": 1.7338900955946883} {"data_time": 0.016430359333753586, "eta_seconds": 143473.5195592353, "iteration": 86419, "loss_fcos_cls": 0.2859024980571121, "loss_fcos_ctr": 0.6220132429152727, "loss_fcos_loc": 0.20628076361026615, "loss_mask": 0.2802228210493922, "loss_maskiou": 0.0076423979917308316, "loss_sem_seg": 0.33249806333333254, "lr": 0.01, "mask_rcnn/accuracy": 0.863752129329637, "mask_rcnn/false_negative": 0.10114722835834919, "mask_rcnn/false_positive": 0.17711418467987866, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.5, "time": 0.782357819378376, "total_loss": 1.7182098628691165} {"data_time": 0.015655468218028545, "eta_seconds": 143524.4306649724, "iteration": 86439, "loss_fcos_cls": 0.2787454727804288, "loss_fcos_ctr": 0.6241791378706694, "loss_fcos_loc": 0.21929247985826805, "loss_mask": 0.2915477603673935, "loss_maskiou": 0.007646364465472288, "loss_sem_seg": 0.3155333115719259, "lr": 0.01, "mask_rcnn/accuracy": 0.8504181717452821, "mask_rcnn/false_negative": 0.10368238303910739, "mask_rcnn/false_positive": 0.19469898839224403, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7979587344452739, "total_loss": 1.7037127209332539} {"data_time": 0.01798004750162363, "eta_seconds": 143442.25847675744, "iteration": 86459, "loss_fcos_cls": 0.29183041024953127, "loss_fcos_ctr": 0.621889466419816, "loss_fcos_loc": 0.208550930256024, "loss_mask": 0.28686563577502966, "loss_maskiou": 0.007371700958174188, "loss_sem_seg": 0.2985100271180272, "lr": 0.01, "mask_rcnn/accuracy": 0.8702738934202443, "mask_rcnn/false_negative": 0.11216753244047506, "mask_rcnn/false_positive": 0.12497207934886492, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7741726962849498, "total_loss": 1.6837523245703778} {"data_time": 0.016695686616003513, "eta_seconds": 143407.40094128996, "iteration": 86479, "loss_fcos_cls": 0.27083504665642977, "loss_fcos_ctr": 0.6221196828410029, "loss_fcos_loc": 0.20573288365267217, "loss_mask": 0.2775485678575933, "loss_maskiou": 0.006851656988146715, "loss_sem_seg": 0.31480036303400993, "lr": 0.01, "mask_rcnn/accuracy": 0.8582653923055709, "mask_rcnn/false_negative": 0.11776443598035233, "mask_rcnn/false_positive": 0.17605839988677688, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.8072216399013996, "total_loss": 1.6900512539868942} {"data_time": 0.01648424845188856, "eta_seconds": 143391.77249539644, "iteration": 86499, "loss_fcos_cls": 0.28345324471592903, "loss_fcos_ctr": 0.6218621172010899, "loss_fcos_loc": 0.21640651253983378, "loss_mask": 0.2951486548408866, "loss_maskiou": 0.00713451714545954, "loss_sem_seg": 0.3060066335601732, "lr": 0.01, "mask_rcnn/accuracy": 0.8743261054421769, "mask_rcnn/false_negative": 0.09584163597890695, "mask_rcnn/false_positive": 0.15685727417254314, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7799272276461124, "total_loss": 1.7336777489545057} {"data_time": 0.017590351402759552, "eta_seconds": 143385.01818952337, "iteration": 86519, "loss_fcos_cls": 0.27939395932480693, "loss_fcos_ctr": 0.6218382557854056, "loss_fcos_loc": 0.20766427216585726, "loss_mask": 0.27663429686799645, "loss_maskiou": 0.00671691786556039, "loss_sem_seg": 0.30607619299553335, "lr": 0.01, "mask_rcnn/accuracy": 0.8876449716464294, "mask_rcnn/false_negative": 0.09795407001019578, "mask_rcnn/false_positive": 0.15359043042758833, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7811515787616372, "total_loss": 1.701011631594156} {"data_time": 0.01625164318829775, "eta_seconds": 143360.51560360938, "iteration": 86539, "loss_fcos_cls": 0.2732098358683288, "loss_fcos_ctr": 0.6228885874152184, "loss_fcos_loc": 0.20603981637395918, "loss_mask": 0.28949818946421146, "loss_maskiou": 0.007653305321582593, "loss_sem_seg": 0.30746397376060486, "lr": 0.01, "mask_rcnn/accuracy": 0.8587121206731194, "mask_rcnn/false_negative": 0.12563283900202313, "mask_rcnn/false_positive": 0.1594457420753607, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.25, "time": 0.7733803289011121, "total_loss": 1.7602384572091978} {"data_time": 0.015599080361425877, "eta_seconds": 143344.88715771586, "iteration": 86559, "loss_fcos_cls": 0.2891156794503331, "loss_fcos_ctr": 0.6231336891651154, "loss_fcos_loc": 0.2205728874541819, "loss_mask": 0.28996892645955086, "loss_maskiou": 0.008048279385548085, "loss_sem_seg": 0.2965617426671088, "lr": 0.01, "mask_rcnn/accuracy": 0.8893743849434148, "mask_rcnn/false_negative": 0.12342666709397995, "mask_rcnn/false_positive": 0.10433293431456453, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.75, "time": 0.7721863621845841, "total_loss": 1.7370932109770365} {"data_time": 0.015707233920693398, "eta_seconds": 143309.9897513166, "iteration": 86579, "loss_fcos_cls": 0.300912476493977, "loss_fcos_ctr": 0.6252151466906071, "loss_fcos_loc": 0.2137618602719158, "loss_mask": 0.29276514891535044, "loss_maskiou": 0.006962853338336572, "loss_sem_seg": 0.27825299836695194, "lr": 0.01, "mask_rcnn/accuracy": 0.8669664423740511, "mask_rcnn/false_negative": 0.1098035439904568, "mask_rcnn/false_positive": 0.16198497906681888, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.0, "time": 0.7855790760368109, "total_loss": 1.7435561178281205} {"data_time": 0.01609757263213396, "eta_seconds": 143294.3634064868, "iteration": 86599, "loss_fcos_cls": 0.27947926986962557, "loss_fcos_ctr": 0.6239872751757503, "loss_fcos_loc": 0.21631401497870684, "loss_mask": 0.2891661562025547, "loss_maskiou": 0.007244475375046022, "loss_sem_seg": 0.2921474368777126, "lr": 0.01, "mask_rcnn/accuracy": 0.8779320490654734, "mask_rcnn/false_negative": 0.09815636910074327, "mask_rcnn/false_positive": 0.1486690127421063, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.0, "time": 0.7783788358792663, "total_loss": 1.738220709215966} {"data_time": 0.015465207397937775, "eta_seconds": 143247.17377033923, "iteration": 86619, "loss_fcos_cls": 0.291502146050334, "loss_fcos_ctr": 0.627257420681417, "loss_fcos_loc": 0.22031398676335812, "loss_mask": 0.294127456843853, "loss_maskiou": 0.007286054613359738, "loss_sem_seg": 0.32543586613610387, "lr": 0.01, "mask_rcnn/accuracy": 0.8643522626441882, "mask_rcnn/false_negative": 0.10770609078923976, "mask_rcnn/false_positive": 0.1254406004190498, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7854848690330982, "total_loss": 1.7699689404835226} {"data_time": 0.015861961990594864, "eta_seconds": 143282.37337414175, "iteration": 86639, "loss_fcos_cls": 0.2739435883704573, "loss_fcos_ctr": 0.6243943828158081, "loss_fcos_loc": 0.22093337401747704, "loss_mask": 0.28212525323033333, "loss_maskiou": 0.006658740516286343, "loss_sem_seg": 0.3016163040883839, "lr": 0.01, "mask_rcnn/accuracy": 0.8626649003713884, "mask_rcnn/false_negative": 0.10512303583785142, "mask_rcnn/false_positive": 0.17694004019374976, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7903282465413213, "total_loss": 1.6904702559986617} {"data_time": 0.014891624450683594, "eta_seconds": 143311.113361218, "iteration": 86659, "loss_fcos_cls": 0.271782404743135, "loss_fcos_ctr": 0.6229020291939378, "loss_fcos_loc": 0.21521258784923702, "loss_mask": 0.2884026598185301, "loss_maskiou": 0.007180381478974596, "loss_sem_seg": 0.3242392586544156, "lr": 0.01, "mask_rcnn/accuracy": 0.8804674213435374, "mask_rcnn/false_negative": 0.10469500512708879, "mask_rcnn/false_positive": 0.12277344861978982, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.5, "time": 0.7812263378873467, "total_loss": 1.7190657024329994} {"data_time": 0.015554813668131828, "eta_seconds": 143353.9400721481, "iteration": 86679, "loss_fcos_cls": 0.2982503316598013, "loss_fcos_ctr": 0.6277814796194434, "loss_fcos_loc": 0.21808357117697597, "loss_mask": 0.2877172180451453, "loss_maskiou": 0.007036275928840041, "loss_sem_seg": 0.30375336157158017, "lr": 0.01, "mask_rcnn/accuracy": 0.8688179712674544, "mask_rcnn/false_negative": 0.10836346323042426, "mask_rcnn/false_positive": 0.17948865256589713, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7873246073722839, "total_loss": 1.7575066802091897} {"data_time": 0.017352478578686714, "eta_seconds": 143338.30040838104, "iteration": 86699, "loss_fcos_cls": 0.2753835041075945, "loss_fcos_ctr": 0.6205035271123052, "loss_fcos_loc": 0.20794858178123832, "loss_mask": 0.2801328180357814, "loss_maskiou": 0.00736434245845885, "loss_sem_seg": 0.3135690651834011, "lr": 0.01, "mask_rcnn/accuracy": 0.8682855907574881, "mask_rcnn/false_negative": 0.09358470612242965, "mask_rcnn/false_positive": 0.1505338311362015, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.7769074365496635, "total_loss": 1.7043750295852078} {"data_time": 0.016045160591602325, "eta_seconds": 143287.23855187744, "iteration": 86719, "loss_fcos_cls": 0.2821502396836877, "loss_fcos_ctr": 0.6213062116876245, "loss_fcos_loc": 0.2151519174221903, "loss_mask": 0.28712818026542664, "loss_maskiou": 0.006531179271405563, "loss_sem_seg": 0.3227796549908817, "lr": 0.01, "mask_rcnn/accuracy": 0.8883938624314796, "mask_rcnn/false_negative": 0.09837208276469225, "mask_rcnn/false_positive": 0.1303264178588104, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7727469177916646, "total_loss": 1.7166188815026544} {"data_time": 0.01606399193406105, "eta_seconds": 143307.89988696948, "iteration": 86739, "loss_fcos_cls": 0.27348365844227374, "loss_fcos_ctr": 0.6249140584841371, "loss_fcos_loc": 0.21296419168356806, "loss_mask": 0.2907829750329256, "loss_maskiou": 0.007165221570176072, "loss_sem_seg": 0.302480214741081, "lr": 0.01, "mask_rcnn/accuracy": 0.8849034417717558, "mask_rcnn/false_negative": 0.09797169792498195, "mask_rcnn/false_positive": 0.14060646042388014, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7861448284238577, "total_loss": 1.7039083950221539} {"data_time": 0.016253226436674595, "eta_seconds": 143292.2601272948, "iteration": 86759, "loss_fcos_cls": 0.2965971435769461, "loss_fcos_ctr": 0.6224338067695498, "loss_fcos_loc": 0.21104869549162686, "loss_mask": 0.2896180935204029, "loss_maskiou": 0.007431215861288365, "loss_sem_seg": 0.36030469834804535, "lr": 0.01, "mask_rcnn/accuracy": 0.8706072902951503, "mask_rcnn/false_negative": 0.08931872915161959, "mask_rcnn/false_positive": 0.1701406336813901, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 40.0, "time": 0.78095000423491, "total_loss": 1.7970081015810138} {"data_time": 0.015619472600519657, "eta_seconds": 143275.74175331276, "iteration": 86779, "loss_fcos_cls": 0.2814582345308736, "loss_fcos_ctr": 0.6271562073379755, "loss_fcos_loc": 0.22031419642735273, "loss_mask": 0.2895279871299863, "loss_maskiou": 0.006619248699280433, "loss_sem_seg": 0.2915773680433631, "lr": 0.01, "mask_rcnn/accuracy": 0.881500850340136, "mask_rcnn/false_negative": 0.09254186600685796, "mask_rcnn/false_positive": 0.14809827269290243, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7849090052768588, "total_loss": 1.723028499778593} {"data_time": 0.01696791499853134, "eta_seconds": 143262.9492125865, "iteration": 86799, "loss_fcos_cls": 0.28672034479677677, "loss_fcos_ctr": 0.6231381366960704, "loss_fcos_loc": 0.22005329153034836, "loss_mask": 0.276328356936574, "loss_maskiou": 0.00670567320776172, "loss_sem_seg": 0.31013732124119997, "lr": 0.01, "mask_rcnn/accuracy": 0.8710863512071496, "mask_rcnn/false_negative": 0.08996686545246246, "mask_rcnn/false_positive": 0.1681905553900318, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.5, "time": 0.7819500816985965, "total_loss": 1.742367265316716} {"data_time": 0.015987832099199295, "eta_seconds": 143247.30923799984, "iteration": 86819, "loss_fcos_cls": 0.2881756240967661, "loss_fcos_ctr": 0.6220512287691236, "loss_fcos_loc": 0.2072496188338846, "loss_mask": 0.2856632648035884, "loss_maskiou": 0.006577049178304151, "loss_sem_seg": 0.3249348266981542, "lr": 0.01, "mask_rcnn/accuracy": 0.8718373532523377, "mask_rcnn/false_negative": 0.10369525350348592, "mask_rcnn/false_positive": 0.15085761697290673, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.25, "time": 0.8001617230474949, "total_loss": 1.7221623842488043} {"data_time": 0.015552917495369911, "eta_seconds": 143348.60985934827, "iteration": 86839, "loss_fcos_cls": 0.2813397473655641, "loss_fcos_ctr": 0.6231887703761458, "loss_fcos_loc": 0.21159793995320797, "loss_mask": 0.29146326147019863, "loss_maskiou": 0.0072396857394778635, "loss_sem_seg": 0.29622024623677135, "lr": 0.01, "mask_rcnn/accuracy": 0.8659394601996643, "mask_rcnn/false_negative": 0.09739275366436631, "mask_rcnn/false_positive": 0.1721213309314475, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7935224287211895, "total_loss": 1.7091122672354686} {"data_time": 0.018030541948974133, "eta_seconds": 143467.83912260458, "iteration": 86859, "loss_fcos_cls": 0.2739228424616158, "loss_fcos_ctr": 0.6229648999869823, "loss_fcos_loc": 0.20267262659035623, "loss_mask": 0.2843687399290502, "loss_maskiou": 0.006750360582373105, "loss_sem_seg": 0.3031068812124431, "lr": 0.01, "mask_rcnn/accuracy": 0.8699158610812746, "mask_rcnn/false_negative": 0.11022234327905586, "mask_rcnn/false_positive": 0.15541214385871405, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7965011158958077, "total_loss": 1.6685340039039147} {"data_time": 0.01594042032957077, "eta_seconds": 143435.83909269143, "iteration": 86879, "loss_fcos_cls": 0.28429634124040604, "loss_fcos_ctr": 0.6210436383262277, "loss_fcos_loc": 0.19959054607897997, "loss_mask": 0.2823756393045187, "loss_maskiou": 0.007067708531394601, "loss_sem_seg": 0.33027603873051703, "lr": 0.01, "mask_rcnn/accuracy": 0.8778878572705677, "mask_rcnn/false_negative": 0.0878043572010212, "mask_rcnn/false_positive": 0.14172404862427834, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7677681967616081, "total_loss": 1.7281832516891882} {"data_time": 0.014519793912768364, "eta_seconds": 143462.97374740895, "iteration": 86899, "loss_fcos_cls": 0.29193925159052014, "loss_fcos_ctr": 0.6221231063827872, "loss_fcos_loc": 0.20473242364823818, "loss_mask": 0.2843484152108431, "loss_maskiou": 0.006630954740103334, "loss_sem_seg": 0.3240466360002756, "lr": 0.01, "mask_rcnn/accuracy": 0.8680169286357154, "mask_rcnn/false_negative": 0.0978409010655261, "mask_rcnn/false_positive": 0.14175785202522678, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7869537500664592, "total_loss": 1.7493840472161537} {"data_time": 0.016422022134065628, "eta_seconds": 143420.83670180663, "iteration": 86919, "loss_fcos_cls": 0.29215599060989916, "loss_fcos_ctr": 0.622348241508007, "loss_fcos_loc": 0.2160387106705457, "loss_mask": 0.27094479091465473, "loss_maskiou": 0.007063938173814677, "loss_sem_seg": 0.29468876449391246, "lr": 0.01, "mask_rcnn/accuracy": 0.8973688968780764, "mask_rcnn/false_negative": 0.07660760356488369, "mask_rcnn/false_positive": 0.13434508266941245, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.778380929492414, "total_loss": 1.7403037073090672} {"data_time": 0.015848319977521896, "eta_seconds": 143405.16922820732, "iteration": 86939, "loss_fcos_cls": 0.27308928687125444, "loss_fcos_ctr": 0.6239897916093469, "loss_fcos_loc": 0.2111506701912731, "loss_mask": 0.2964216871187091, "loss_maskiou": 0.006968417248572223, "loss_sem_seg": 0.32537743588909507, "lr": 0.01, "mask_rcnn/accuracy": 0.8785176139421286, "mask_rcnn/false_negative": 0.09579124511418756, "mask_rcnn/false_positive": 0.15672276661041007, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7925136387348175, "total_loss": 1.730620996808284} {"data_time": 0.0161365894600749, "eta_seconds": 143279.22457227856, "iteration": 86959, "loss_fcos_cls": 0.2660217280499637, "loss_fcos_ctr": 0.6185555290430784, "loss_fcos_loc": 0.19963127188384533, "loss_mask": 0.2734824335202575, "loss_maskiou": 0.007105813972884789, "loss_sem_seg": 0.2651969282887876, "lr": 0.01, "mask_rcnn/accuracy": 0.8847416696207019, "mask_rcnn/false_negative": 0.09715845657756936, "mask_rcnn/false_positive": 0.1420205799833694, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.25, "time": 0.7703922046348453, "total_loss": 1.6545916111208498} {"data_time": 0.016205506399273872, "eta_seconds": 143357.51064369176, "iteration": 86979, "loss_fcos_cls": 0.2766837964300066, "loss_fcos_ctr": 0.6222180328331888, "loss_fcos_loc": 0.2111329121980816, "loss_mask": 0.2824822161346674, "loss_maskiou": 0.00664704098016955, "loss_sem_seg": 0.3406970822252333, "lr": 0.01, "mask_rcnn/accuracy": 0.8799415010825422, "mask_rcnn/false_negative": 0.09952348227968429, "mask_rcnn/false_positive": 0.1405311371800427, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7973693236708641, "total_loss": 1.7329037654271815} {"data_time": 0.01698729768395424, "eta_seconds": 143384.62192314398, "iteration": 86999, "loss_fcos_cls": 0.2655257717706263, "loss_fcos_ctr": 0.6227736938744783, "loss_fcos_loc": 0.19984463171567768, "loss_mask": 0.28745154943317175, "loss_maskiou": 0.00700396292086225, "loss_sem_seg": 0.31450212839990854, "lr": 0.01, "mask_rcnn/accuracy": 0.8837449752628324, "mask_rcnn/false_negative": 0.09186699696956935, "mask_rcnn/false_positive": 0.14548401103830977, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 26.25, "time": 0.7874263403937221, "total_loss": 1.7080814666114748} {"data_time": 0.016145749017596245, "eta_seconds": 143326.1792640919, "iteration": 87019, "loss_fcos_cls": 0.2878253448288888, "loss_fcos_ctr": 0.6206168299540877, "loss_fcos_loc": 0.19928213651292026, "loss_mask": 0.2874929467216134, "loss_maskiou": 0.007110042672138661, "loss_sem_seg": 0.30450151581317186, "lr": 0.01, "mask_rcnn/accuracy": 0.8939686588921283, "mask_rcnn/false_negative": 0.10520102536769882, "mask_rcnn/false_positive": 0.11370668207118742, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 26.5, "time": 0.7755784802138805, "total_loss": 1.7023904338784632} {"data_time": 0.01634348277002573, "eta_seconds": 143326.83186021075, "iteration": 87039, "loss_fcos_cls": 0.2769946507178247, "loss_fcos_ctr": 0.624986769631505, "loss_fcos_loc": 0.21825767611153424, "loss_mask": 0.3048909641802311, "loss_maskiou": 0.007768753290292807, "loss_sem_seg": 0.2879285798408091, "lr": 0.01, "mask_rcnn/accuracy": 0.8839857120656807, "mask_rcnn/false_negative": 0.10577067164742529, "mask_rcnn/false_positive": 0.13708226902327253, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.7765578720718622, "total_loss": 1.7228715465316782} {"data_time": 0.015545600093901157, "eta_seconds": 143272.62815719657, "iteration": 87059, "loss_fcos_cls": 0.28877894999459386, "loss_fcos_ctr": 0.6273711835965514, "loss_fcos_loc": 0.22245814034249634, "loss_mask": 0.3051876798272133, "loss_maskiou": 0.008122169892885722, "loss_sem_seg": 0.3362552961334586, "lr": 0.01, "mask_rcnn/accuracy": 0.8825728728991596, "mask_rcnn/false_negative": 0.10147111086613475, "mask_rcnn/false_positive": 0.14151129292158296, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.0, "time": 0.7810561507940292, "total_loss": 1.8309863891045097} {"data_time": 0.017051296308636665, "eta_seconds": 143400.88150610123, "iteration": 87079, "loss_fcos_cls": 0.2795737995766103, "loss_fcos_ctr": 0.6245379270985723, "loss_fcos_loc": 0.21558328997343779, "loss_mask": 0.28775511495769024, "loss_maskiou": 0.007144607603549957, "loss_sem_seg": 0.35474230302497745, "lr": 0.01, "mask_rcnn/accuracy": 0.8609466107871719, "mask_rcnn/false_negative": 0.10362067823391723, "mask_rcnn/false_positive": 0.19063749548058587, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7896709572523832, "total_loss": 1.7371202072972665} {"data_time": 0.01643388718366623, "eta_seconds": 143411.81470176112, "iteration": 87099, "loss_fcos_cls": 0.2784781949594617, "loss_fcos_ctr": 0.6248998558148742, "loss_fcos_loc": 0.21369912225054577, "loss_mask": 0.2894633202813566, "loss_maskiou": 0.006747715902747586, "loss_sem_seg": 0.29858955228701234, "lr": 0.01, "mask_rcnn/accuracy": 0.8753040689960194, "mask_rcnn/false_negative": 0.11262538782191599, "mask_rcnn/false_positive": 0.13640662569335382, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.8184897070750594, "total_loss": 1.6972500764713914} {"data_time": 0.01610540598630905, "eta_seconds": 143457.02432929445, "iteration": 87119, "loss_fcos_cls": 0.2755320738069713, "loss_fcos_ctr": 0.6201871270313859, "loss_fcos_loc": 0.2030736207962036, "loss_mask": 0.27496123872697353, "loss_maskiou": 0.006689089743304066, "loss_sem_seg": 0.2596176308579743, "lr": 0.01, "mask_rcnn/accuracy": 0.8965918753865183, "mask_rcnn/false_negative": 0.083277726576652, "mask_rcnn/false_positive": 0.11679277075794195, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.0, "time": 0.7903587929904461, "total_loss": 1.6524663816089742} {"data_time": 0.015434445813298225, "eta_seconds": 143453.30633228552, "iteration": 87139, "loss_fcos_cls": 0.2807980887591839, "loss_fcos_ctr": 0.620874990709126, "loss_fcos_loc": 0.20803709561005235, "loss_mask": 0.28800303023308516, "loss_maskiou": 0.007845815722248517, "loss_sem_seg": 0.3050650986842811, "lr": 0.01, "mask_rcnn/accuracy": 0.8722381466322793, "mask_rcnn/false_negative": 0.10745398629159991, "mask_rcnn/false_positive": 0.1391851892268659, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7933772057294846, "total_loss": 1.7105100701010088} {"data_time": 0.01637409348040819, "eta_seconds": 143510.44809563644, "iteration": 87159, "loss_fcos_cls": 0.28783636004664004, "loss_fcos_ctr": 0.6227872027084231, "loss_fcos_loc": 0.21043126401491463, "loss_mask": 0.2829232942312956, "loss_maskiou": 0.006837804365204647, "loss_sem_seg": 0.33194156270474195, "lr": 0.01, "mask_rcnn/accuracy": 0.8696442375651559, "mask_rcnn/false_negative": 0.12846465532764095, "mask_rcnn/false_positive": 0.14663937230263996, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.25, "time": 0.7845965512096882, "total_loss": 1.7557595599646447} {"data_time": 0.015860789455473423, "eta_seconds": 143494.75025455095, "iteration": 87179, "loss_fcos_cls": 0.273224710021168, "loss_fcos_ctr": 0.6222304096445441, "loss_fcos_loc": 0.2119167319033295, "loss_mask": 0.2894218787550926, "loss_maskiou": 0.007444512390065938, "loss_sem_seg": 0.3008161657489836, "lr": 0.01, "mask_rcnn/accuracy": 0.871553948283859, "mask_rcnn/false_negative": 0.11127723641166781, "mask_rcnn/false_positive": 0.1439207098718611, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7746500447392464, "total_loss": 1.749879896728089} {"data_time": 0.017020792700350285, "eta_seconds": 143406.2367090201, "iteration": 87199, "loss_fcos_cls": 0.2770925872027874, "loss_fcos_ctr": 0.6200025305151939, "loss_fcos_loc": 0.201667397050187, "loss_mask": 0.28305672109127045, "loss_maskiou": 0.006654959011939354, "loss_sem_seg": 0.2913789702579379, "lr": 0.01, "mask_rcnn/accuracy": 0.8670955882352942, "mask_rcnn/false_negative": 0.08755574753517531, "mask_rcnn/false_positive": 0.1652821650788502, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7760193552821875, "total_loss": 1.6876801097314456} {"data_time": 0.016697769984602928, "eta_seconds": 143388.16227977257, "iteration": 87219, "loss_fcos_cls": 0.273296850733459, "loss_fcos_ctr": 0.6217987276613712, "loss_fcos_loc": 0.2084707721369341, "loss_mask": 0.2859504781663418, "loss_maskiou": 0.007771947959554382, "loss_sem_seg": 0.3231323375366628, "lr": 0.01, "mask_rcnn/accuracy": 0.8831337932900433, "mask_rcnn/false_negative": 0.09392259538215068, "mask_rcnn/false_positive": 0.1362079296115749, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.0, "time": 0.7791843833401799, "total_loss": 1.706775611557532} {"data_time": 0.015504979528486729, "eta_seconds": 143362.89293828327, "iteration": 87239, "loss_fcos_cls": 0.2841037168400362, "loss_fcos_ctr": 0.6242202678695321, "loss_fcos_loc": 0.21864069439470768, "loss_mask": 0.30012150947004557, "loss_maskiou": 0.007203999572084285, "loss_sem_seg": 0.30355207808315754, "lr": 0.01, "mask_rcnn/accuracy": 0.8714582788243502, "mask_rcnn/false_negative": 0.10959817627461704, "mask_rcnn/false_positive": 0.14401044749112676, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.75, "time": 0.7734036184847355, "total_loss": 1.7326675647927914} {"data_time": 0.015570302493870258, "eta_seconds": 143356.78305276763, "iteration": 87259, "loss_fcos_cls": 0.28600576473399997, "loss_fcos_ctr": 0.6220575347542763, "loss_fcos_loc": 0.20273099886253476, "loss_mask": 0.2882596179842949, "loss_maskiou": 0.007567909375211457, "loss_sem_seg": 0.30081300204619765, "lr": 0.01, "mask_rcnn/accuracy": 0.8723908983236152, "mask_rcnn/false_negative": 0.11239713974320811, "mask_rcnn/false_positive": 0.1521346752359375, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.7854194305837154, "total_loss": 1.7287571716005914} {"data_time": 0.015932192094624043, "eta_seconds": 143244.09154594783, "iteration": 87279, "loss_fcos_cls": 0.28246829204726964, "loss_fcos_ctr": 0.6237175529822707, "loss_fcos_loc": 0.21339268109295517, "loss_mask": 0.27944139298051596, "loss_maskiou": 0.0064080822266987525, "loss_sem_seg": 0.3731004260480404, "lr": 0.01, "mask_rcnn/accuracy": 0.880009006773957, "mask_rcnn/false_negative": 0.08934616818296257, "mask_rcnn/false_positive": 0.17136364707905644, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7628998020663857, "total_loss": 1.7828034513659077} {"data_time": 0.016720201820135117, "eta_seconds": 143228.4125499325, "iteration": 87299, "loss_fcos_cls": 0.275286422111094, "loss_fcos_ctr": 0.6220650365576148, "loss_fcos_loc": 0.21061158133670688, "loss_mask": 0.2919731205329299, "loss_maskiou": 0.0069587558282364625, "loss_sem_seg": 0.30701550655066967, "lr": 0.01, "mask_rcnn/accuracy": 0.8468180541447348, "mask_rcnn/false_negative": 0.11714696079730433, "mask_rcnn/false_positive": 0.170165857480024, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.5, "time": 0.7976294998079538, "total_loss": 1.7204075999325141} {"data_time": 0.017092157155275345, "eta_seconds": 143183.6663398156, "iteration": 87319, "loss_fcos_cls": 0.2778032128699124, "loss_fcos_ctr": 0.626081379596144, "loss_fcos_loc": 0.22236639284528792, "loss_mask": 0.2895649466663599, "loss_maskiou": 0.006546659555169754, "loss_sem_seg": 0.3165081199258566, "lr": 0.01, "mask_rcnn/accuracy": 0.861242329099472, "mask_rcnn/false_negative": 0.10273123844398557, "mask_rcnn/false_positive": 0.1501269530987907, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.25, "time": 0.7968984264880419, "total_loss": 1.743203188678308} {"data_time": 0.016358151100575924, "eta_seconds": 143063.12130436767, "iteration": 87339, "loss_fcos_cls": 0.2700394631829113, "loss_fcos_ctr": 0.6187457693740726, "loss_fcos_loc": 0.20670861890539527, "loss_mask": 0.286789339967072, "loss_maskiou": 0.00679640137241222, "loss_sem_seg": 0.3105780656915158, "lr": 0.01, "mask_rcnn/accuracy": 0.8594846059834926, "mask_rcnn/false_negative": 0.1022025223586924, "mask_rcnn/false_positive": 0.17441721123497197, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 38.75, "time": 0.7793439952656627, "total_loss": 1.7140647976339096} {"data_time": 0.016949191689491272, "eta_seconds": 143016.7051824145, "iteration": 87359, "loss_fcos_cls": 0.2786301369778812, "loss_fcos_ctr": 0.6231716265901923, "loss_fcos_loc": 0.22210396477021277, "loss_mask": 0.2801271928474307, "loss_maskiou": 0.006326996881398372, "loss_sem_seg": 0.3197192996740341, "lr": 0.01, "mask_rcnn/accuracy": 0.869560881026749, "mask_rcnn/false_negative": 0.12140815154942546, "mask_rcnn/false_positive": 0.14599126235250237, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7630561590194702, "total_loss": 1.7175817357710912} {"data_time": 0.015977609902620316, "eta_seconds": 143038.19373719487, "iteration": 87379, "loss_fcos_cls": 0.28021700284443796, "loss_fcos_ctr": 0.6238428484648466, "loss_fcos_loc": 0.21218604827299714, "loss_mask": 0.29146443400532007, "loss_maskiou": 0.006948556372663006, "loss_sem_seg": 0.32276540575549006, "lr": 0.01, "mask_rcnn/accuracy": 0.8597363945578231, "mask_rcnn/false_negative": 0.11592722811718159, "mask_rcnn/false_positive": 0.15255400227667312, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.783669063821435, "total_loss": 1.7181145308422856} {"data_time": 0.017404336482286453, "eta_seconds": 143006.49081553705, "iteration": 87399, "loss_fcos_cls": 0.2758530086139217, "loss_fcos_ctr": 0.6219868706539273, "loss_fcos_loc": 0.21348850871436298, "loss_mask": 0.2757283113896847, "loss_maskiou": 0.006150489225547062, "loss_sem_seg": 0.2875959697412327, "lr": 0.01, "mask_rcnn/accuracy": 0.8759710294158094, "mask_rcnn/false_negative": 0.0993874260655784, "mask_rcnn/false_positive": 0.15935134060838277, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.7817961843684316, "total_loss": 1.6879672413197113} {"data_time": 0.01567646022886038, "eta_seconds": 143103.27567662206, "iteration": 87419, "loss_fcos_cls": 0.28200573520734906, "loss_fcos_ctr": 0.6233930848538876, "loss_fcos_loc": 0.2129056912381202, "loss_mask": 0.28840973507612944, "loss_maskiou": 0.006769685693143401, "loss_sem_seg": 0.30215921672061086, "lr": 0.01, "mask_rcnn/accuracy": 0.8775968238179328, "mask_rcnn/false_negative": 0.11270421018070927, "mask_rcnn/false_positive": 0.143719964979584, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7912652203813195, "total_loss": 1.707361255044816} {"data_time": 0.017619329504668713, "eta_seconds": 142925.44115489814, "iteration": 87439, "loss_fcos_cls": 0.2726353006437421, "loss_fcos_ctr": 0.6208613170310855, "loss_fcos_loc": 0.20806777756661177, "loss_mask": 0.2749915886670351, "loss_maskiou": 0.00646532753307838, "loss_sem_seg": 0.29913904378190637, "lr": 0.01, "mask_rcnn/accuracy": 0.877739801574732, "mask_rcnn/false_negative": 0.09134998439577087, "mask_rcnn/false_positive": 0.12705365487972517, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7663310384377837, "total_loss": 1.7223445340787293} {"data_time": 0.016873270273208618, "eta_seconds": 143081.2857906483, "iteration": 87459, "loss_fcos_cls": 0.2664875767659396, "loss_fcos_ctr": 0.6245197998359799, "loss_fcos_loc": 0.20625587971881032, "loss_mask": 0.283617599401623, "loss_maskiou": 0.006749055901309475, "loss_sem_seg": 0.27084412379190326, "lr": 0.01, "mask_rcnn/accuracy": 0.8669478207949847, "mask_rcnn/false_negative": 0.09979021251386798, "mask_rcnn/false_positive": 0.15904251980859224, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.7960588904097676, "total_loss": 1.6886664032645058} {"data_time": 0.01595735363662243, "eta_seconds": 142999.5674289046, "iteration": 87479, "loss_fcos_cls": 0.27643797756172717, "loss_fcos_ctr": 0.6214113533496857, "loss_fcos_loc": 0.20574447815306485, "loss_mask": 0.2872170815244317, "loss_maskiou": 0.006677653258520877, "loss_sem_seg": 0.3026971840299666, "lr": 0.01, "mask_rcnn/accuracy": 0.8639455782312926, "mask_rcnn/false_negative": 0.1198555513276684, "mask_rcnn/false_positive": 0.14593348935832134, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7892044596374035, "total_loss": 1.753638330475951} {"data_time": 0.01689536590129137, "eta_seconds": 143040.57330313232, "iteration": 87499, "loss_fcos_cls": 0.28735019685700536, "loss_fcos_ctr": 0.6252712430432439, "loss_fcos_loc": 0.22295054222922772, "loss_mask": 0.2889970503747463, "loss_maskiou": 0.0066474632621975616, "loss_sem_seg": 0.33822883991524577, "lr": 0.01, "mask_rcnn/accuracy": 0.8682389039531897, "mask_rcnn/false_negative": 0.09258122676414535, "mask_rcnn/false_positive": 0.15859667149948284, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7795722782611847, "total_loss": 1.7646309841657057} {"data_time": 0.018197237513959408, "eta_seconds": 142968.2286640657, "iteration": 87519, "loss_fcos_cls": 0.2880853936076164, "loss_fcos_ctr": 0.6236224621534348, "loss_fcos_loc": 0.22118729655630887, "loss_mask": 0.30069744400680065, "loss_maskiou": 0.007658350630663335, "loss_sem_seg": 0.3103265971876681, "lr": 0.01, "mask_rcnn/accuracy": 0.8859546762545598, "mask_rcnn/false_negative": 0.08860309106380566, "mask_rcnn/false_positive": 0.15535647795913118, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7623241757974029, "total_loss": 1.7424335301620886} {"data_time": 0.01680129114538431, "eta_seconds": 143018.57931449637, "iteration": 87539, "loss_fcos_cls": 0.28318516607396305, "loss_fcos_ctr": 0.6225584005005658, "loss_fcos_loc": 0.2135567907243967, "loss_mask": 0.28532688738778234, "loss_maskiou": 0.007594437600346282, "loss_sem_seg": 0.30980635341256857, "lr": 0.01, "mask_rcnn/accuracy": 0.879626618365583, "mask_rcnn/false_negative": 0.10371987682978409, "mask_rcnn/false_positive": 0.14851003434230126, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7856312738731503, "total_loss": 1.7311383756314171} {"data_time": 0.016559358686208725, "eta_seconds": 143066.64343615714, "iteration": 87559, "loss_fcos_cls": 0.27302914252504706, "loss_fcos_ctr": 0.6217051390558481, "loss_fcos_loc": 0.21325572568457574, "loss_mask": 0.27845890168100595, "loss_maskiou": 0.007024166392511688, "loss_sem_seg": 0.3138497890904546, "lr": 0.01, "mask_rcnn/accuracy": 0.8804116884849178, "mask_rcnn/false_negative": 0.07761737730378945, "mask_rcnn/false_positive": 0.1241787577685041, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.0, "time": 0.7829593848437071, "total_loss": 1.7050500846235082} {"data_time": 0.016969825141131878, "eta_seconds": 142987.2260764204, "iteration": 87579, "loss_fcos_cls": 0.28978967759758234, "loss_fcos_ctr": 0.6221656054258347, "loss_fcos_loc": 0.21010725887026638, "loss_mask": 0.2846544161438942, "loss_maskiou": 0.006849274592241272, "loss_sem_seg": 0.3527398081496358, "lr": 0.01, "mask_rcnn/accuracy": 0.8899631726651418, "mask_rcnn/false_negative": 0.08098634775685082, "mask_rcnn/false_positive": 0.11995719115044146, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.0, "time": 0.7784877493977547, "total_loss": 1.7654378521256149} {"data_time": 0.017259099520742893, "eta_seconds": 142971.5494573824, "iteration": 87599, "loss_fcos_cls": 0.2833182687172666, "loss_fcos_ctr": 0.6247302815318108, "loss_fcos_loc": 0.2240248874295503, "loss_mask": 0.2999911168590188, "loss_maskiou": 0.007377778150839731, "loss_sem_seg": 0.30302418023347855, "lr": 0.01, "mask_rcnn/accuracy": 0.8641375250365398, "mask_rcnn/false_negative": 0.10951611126894911, "mask_rcnn/false_positive": 0.1525659313634612, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.25, "time": 0.7839085794985294, "total_loss": 1.726411755724257} {"data_time": 0.01885469350963831, "eta_seconds": 142889.88175196853, "iteration": 87619, "loss_fcos_cls": 0.28183039545547217, "loss_fcos_ctr": 0.6247473768889904, "loss_fcos_loc": 0.21054847701452672, "loss_mask": 0.2864866051822901, "loss_maskiou": 0.0067303093237569556, "loss_sem_seg": 0.2807720289565623, "lr": 0.01, "mask_rcnn/accuracy": 0.8798382076044704, "mask_rcnn/false_negative": 0.08769406104664257, "mask_rcnn/false_positive": 0.13765772520716152, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.78152468893677, "total_loss": 1.7399588089247118} {"data_time": 0.01508069597184658, "eta_seconds": 142797.451688122, "iteration": 87639, "loss_fcos_cls": 0.2812277318444103, "loss_fcos_ctr": 0.6236497582867742, "loss_fcos_loc": 0.21760172815993428, "loss_mask": 0.285387733951211, "loss_maskiou": 0.0072031887248158455, "loss_sem_seg": 0.3483745181001723, "lr": 0.01, "mask_rcnn/accuracy": 0.8880950322470538, "mask_rcnn/false_negative": 0.0918240877906884, "mask_rcnn/false_positive": 0.1474135363286083, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7770828083157539, "total_loss": 1.7643735012679826} {"data_time": 0.016919869929552078, "eta_seconds": 142727.7536954088, "iteration": 87659, "loss_fcos_cls": 0.2861407932359725, "loss_fcos_ctr": 0.6204954134300351, "loss_fcos_loc": 0.20656100288033485, "loss_mask": 0.28188723139464855, "loss_maskiou": 0.006524975782667752, "loss_sem_seg": 0.29864460323005915, "lr": 0.01, "mask_rcnn/accuracy": 0.8704151303378495, "mask_rcnn/false_negative": 0.10468099621097862, "mask_rcnn/false_positive": 0.16045633149933827, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.25, "time": 0.7585188830271363, "total_loss": 1.7072196291410364} {"data_time": 0.0155946658924222, "eta_seconds": 142712.09865856078, "iteration": 87679, "loss_fcos_cls": 0.28810441587120295, "loss_fcos_ctr": 0.6269178790971637, "loss_fcos_loc": 0.22063516965135932, "loss_mask": 0.28704497404396534, "loss_maskiou": 0.006812479696236551, "loss_sem_seg": 0.2951361835002899, "lr": 0.01, "mask_rcnn/accuracy": 0.8713001001266307, "mask_rcnn/false_negative": 0.09644907542394204, "mask_rcnn/false_positive": 0.1445951379364831, "roi_head/num_bg_samples": 79.25, "roi_head/num_fg_samples": 27.0, "time": 0.7932910453528166, "total_loss": 1.717571168061113} {"data_time": 0.017100030556321144, "eta_seconds": 142702.23960674275, "iteration": 87699, "loss_fcos_cls": 0.2825716375373304, "loss_fcos_ctr": 0.6245203986763954, "loss_fcos_loc": 0.21890802634879947, "loss_mask": 0.2907116813585162, "loss_maskiou": 0.0064322615071432665, "loss_sem_seg": 0.29424634389579296, "lr": 0.01, "mask_rcnn/accuracy": 0.8660421279948929, "mask_rcnn/false_negative": 0.10794629800939423, "mask_rcnn/false_positive": 0.15783299297535017, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 29.25, "time": 0.7735564364120364, "total_loss": 1.7238073063490447} {"data_time": 0.01610651984810829, "eta_seconds": 142706.23155633453, "iteration": 87719, "loss_fcos_cls": 0.2859868841478601, "loss_fcos_ctr": 0.6218416094779968, "loss_fcos_loc": 0.2000100896693766, "loss_mask": 0.28495849296450615, "loss_maskiou": 0.006402911400073208, "loss_sem_seg": 0.32894494058564305, "lr": 0.01, "mask_rcnn/accuracy": 0.8905847022875084, "mask_rcnn/false_negative": 0.09407010582656733, "mask_rcnn/false_positive": 0.13212049850349467, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.776102127507329, "total_loss": 1.761657845461741} {"data_time": 0.01626074593514204, "eta_seconds": 142665.13354801666, "iteration": 87739, "loss_fcos_cls": 0.28233783307950944, "loss_fcos_ctr": 0.6219858815893531, "loss_fcos_loc": 0.21088250924367458, "loss_mask": 0.286963548976928, "loss_maskiou": 0.0074973791488446295, "loss_sem_seg": 0.2951172322500497, "lr": 0.01, "mask_rcnn/accuracy": 0.8874690062941064, "mask_rcnn/false_negative": 0.08751679408040137, "mask_rcnn/false_positive": 0.14939868129164985, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7809010669589043, "total_loss": 1.6724419458769262} {"data_time": 0.01484808698296547, "eta_seconds": 142646.2948066676, "iteration": 87759, "loss_fcos_cls": 0.30518927914090455, "loss_fcos_ctr": 0.6227237582206726, "loss_fcos_loc": 0.2089677631156519, "loss_mask": 0.27559756580740213, "loss_maskiou": 0.00603377578954678, "loss_sem_seg": 0.29687076807022095, "lr": 0.01, "mask_rcnn/accuracy": 0.8764326777719635, "mask_rcnn/false_negative": 0.10275404373257552, "mask_rcnn/false_positive": 0.15991418480595365, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.780018069781363, "total_loss": 1.6942551975371316} {"data_time": 0.01564950216561556, "eta_seconds": 142599.10033015907, "iteration": 87779, "loss_fcos_cls": 0.2890532184392214, "loss_fcos_ctr": 0.6205821735784411, "loss_fcos_loc": 0.21216148603707552, "loss_mask": 0.2764297602698207, "loss_maskiou": 0.006446266837883741, "loss_sem_seg": 0.3374662157148123, "lr": 0.01, "mask_rcnn/accuracy": 0.8797514275980662, "mask_rcnn/false_negative": 0.0886652468735446, "mask_rcnn/false_positive": 0.12860104013299672, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 25.25, "time": 0.7796078845858574, "total_loss": 1.7364025025308365} {"data_time": 0.016425320878624916, "eta_seconds": 142603.8620502511, "iteration": 87799, "loss_fcos_cls": 0.2868710495531559, "loss_fcos_ctr": 0.6238070535473526, "loss_fcos_loc": 0.22245843126438558, "loss_mask": 0.2831559330224991, "loss_maskiou": 0.006791095031076111, "loss_sem_seg": 0.31612833635881543, "lr": 0.01, "mask_rcnn/accuracy": 0.8614802775949089, "mask_rcnn/false_negative": 0.10569751049227724, "mask_rcnn/false_positive": 0.1691248183483507, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.7885028356686234, "total_loss": 1.7265187455122941} {"data_time": 0.017210309393703938, "eta_seconds": 142567.7978786677, "iteration": 87819, "loss_fcos_cls": 0.27103008469566703, "loss_fcos_ctr": 0.6200832650065422, "loss_fcos_loc": 0.20312676765024662, "loss_mask": 0.28303541615605354, "loss_maskiou": 0.006654742777755018, "loss_sem_seg": 0.3127339156344533, "lr": 0.01, "mask_rcnn/accuracy": 0.870687050909293, "mask_rcnn/false_negative": 0.1001294791887665, "mask_rcnn/false_positive": 0.15999321596361882, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7888840986415744, "total_loss": 1.718947119137738} {"data_time": 0.016077736392617226, "eta_seconds": 142474.51434513833, "iteration": 87839, "loss_fcos_cls": 0.2912190791685134, "loss_fcos_ctr": 0.62394630163908, "loss_fcos_loc": 0.21295109135098755, "loss_mask": 0.2900735354050994, "loss_maskiou": 0.007415917274556705, "loss_sem_seg": 0.3188255596905947, "lr": 0.01, "mask_rcnn/accuracy": 0.8863674703752469, "mask_rcnn/false_negative": 0.1035183382318382, "mask_rcnn/false_positive": 0.15522339151467685, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7858150880783796, "total_loss": 1.7465111580095254} {"data_time": 0.016488933004438877, "eta_seconds": 142440.4168659728, "iteration": 87859, "loss_fcos_cls": 0.2769481202121824, "loss_fcos_ctr": 0.6230226075276732, "loss_fcos_loc": 0.21169618889689445, "loss_mask": 0.2816465850919485, "loss_maskiou": 0.006463514451752417, "loss_sem_seg": 0.3209085026755929, "lr": 0.01, "mask_rcnn/accuracy": 0.8629506262912783, "mask_rcnn/false_negative": 0.13321751281459687, "mask_rcnn/false_positive": 0.12614421976985932, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7891436712816358, "total_loss": 1.7321701363762259} {"data_time": 0.015667161904275417, "eta_seconds": 142408.08148253895, "iteration": 87879, "loss_fcos_cls": 0.2719318231102079, "loss_fcos_ctr": 0.6225157883018255, "loss_fcos_loc": 0.20377343194559216, "loss_mask": 0.27417698269709945, "loss_maskiou": 0.007378377951681614, "loss_sem_seg": 0.2978528318926692, "lr": 0.01, "mask_rcnn/accuracy": 0.8724875053538148, "mask_rcnn/false_negative": 0.0927956288239532, "mask_rcnn/false_positive": 0.16511390089899503, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.0, "time": 0.7732938872650266, "total_loss": 1.6847927213530056} {"data_time": 0.015390729531645775, "eta_seconds": 142322.51413644757, "iteration": 87899, "loss_fcos_cls": 0.281266204547137, "loss_fcos_ctr": 0.6218594699166715, "loss_fcos_loc": 0.20669027674011886, "loss_mask": 0.28053885884582996, "loss_maskiou": 0.00666855629242491, "loss_sem_seg": 0.31798702385276556, "lr": 0.01, "mask_rcnn/accuracy": 0.8744448544441741, "mask_rcnn/false_negative": 0.10310195896706911, "mask_rcnn/false_positive": 0.15690300902753962, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7621108088642359, "total_loss": 1.7128901696196408} {"data_time": 0.016093142330646515, "eta_seconds": 142321.92302168068, "iteration": 87919, "loss_fcos_cls": 0.2718600011430681, "loss_fcos_ctr": 0.6228006831370294, "loss_fcos_loc": 0.20407964498735964, "loss_mask": 0.2908362504094839, "loss_maskiou": 0.0069476051576202735, "loss_sem_seg": 0.29033471504226327, "lr": 0.01, "mask_rcnn/accuracy": 0.8671524811474978, "mask_rcnn/false_negative": 0.09607739014523699, "mask_rcnn/false_positive": 0.15931098156940265, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.5, "time": 0.7807822935283184, "total_loss": 1.7059992806753144} {"data_time": 0.01517415139824152, "eta_seconds": 142201.9685871983, "iteration": 87939, "loss_fcos_cls": 0.26279436820186675, "loss_fcos_ctr": 0.6185810617171228, "loss_fcos_loc": 0.19463624618947506, "loss_mask": 0.2891586166806519, "loss_maskiou": 0.006475371264968999, "loss_sem_seg": 0.31116576911881566, "lr": 0.01, "mask_rcnn/accuracy": 0.8800101450121127, "mask_rcnn/false_negative": 0.089559077289948, "mask_rcnn/false_positive": 0.15234411411747537, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7776579298079014, "total_loss": 1.6910972469777334} {"data_time": 0.01635852549225092, "eta_seconds": 142266.36162204854, "iteration": 87959, "loss_fcos_cls": 0.2821774263866246, "loss_fcos_ctr": 0.6250451011583209, "loss_fcos_loc": 0.21638583345338702, "loss_mask": 0.29493450466543436, "loss_maskiou": 0.006797621550504118, "loss_sem_seg": 0.3246733776759356, "lr": 0.01, "mask_rcnn/accuracy": 0.855227626153201, "mask_rcnn/false_negative": 0.11806728502274183, "mask_rcnn/false_positive": 0.15441278302596562, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7852236675098538, "total_loss": 1.7623217791042407} {"data_time": 0.01625309232622385, "eta_seconds": 142152.3280137591, "iteration": 87979, "loss_fcos_cls": 0.28145258501172066, "loss_fcos_ctr": 0.6240944303572178, "loss_fcos_loc": 0.21097098558675498, "loss_mask": 0.2827995978295803, "loss_maskiou": 0.006695707030303311, "loss_sem_seg": 0.3198949480429292, "lr": 0.01, "mask_rcnn/accuracy": 0.865922619047619, "mask_rcnn/false_negative": 0.10129209741858711, "mask_rcnn/false_positive": 0.1575629571364645, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.75, "time": 0.7827466204762459, "total_loss": 1.7209260036834166} {"data_time": 0.015595129691064358, "eta_seconds": 142136.70868104324, "iteration": 87999, "loss_fcos_cls": 0.28137640189379454, "loss_fcos_ctr": 0.6253120908513665, "loss_fcos_loc": 0.21936254668980837, "loss_mask": 0.3012299071997404, "loss_maskiou": 0.006693921372061595, "loss_sem_seg": 0.3285123077221215, "lr": 0.01, "mask_rcnn/accuracy": 0.8869285431735985, "mask_rcnn/false_negative": 0.10621594709345009, "mask_rcnn/false_positive": 0.15055779127961655, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7929242923855782, "total_loss": 1.758929443632951} {"data_time": 0.01685321982949972, "eta_seconds": 142243.7589501841, "iteration": 88019, "loss_fcos_cls": 0.2829314535483718, "loss_fcos_ctr": 0.6255118078552186, "loss_fcos_loc": 0.2231448374222964, "loss_mask": 0.28781823720782995, "loss_maskiou": 0.006853557730210014, "loss_sem_seg": 0.2919530742801726, "lr": 0.01, "mask_rcnn/accuracy": 0.8863467261904763, "mask_rcnn/false_negative": 0.0945253036417594, "mask_rcnn/false_positive": 0.13417877902788117, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.0, "time": 0.791936750523746, "total_loss": 1.694173028707155} {"data_time": 0.015624514780938625, "eta_seconds": 142238.5775130242, "iteration": 88039, "loss_fcos_cls": 0.2793721554335207, "loss_fcos_ctr": 0.623902402818203, "loss_fcos_loc": 0.2146511417813599, "loss_mask": 0.2806928949430585, "loss_maskiou": 0.00704126528580673, "loss_sem_seg": 0.318079128395766, "lr": 0.01, "mask_rcnn/accuracy": 0.8716324082938078, "mask_rcnn/false_negative": 0.09603249721328012, "mask_rcnn/false_positive": 0.1599814029142887, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.25, "time": 0.7926604934036732, "total_loss": 1.731047805165872} {"data_time": 0.015766308642923832, "eta_seconds": 142222.94354997575, "iteration": 88059, "loss_fcos_cls": 0.2792350258678198, "loss_fcos_ctr": 0.6220558555796742, "loss_fcos_loc": 0.21670532948337495, "loss_mask": 0.2853762051090598, "loss_maskiou": 0.007054000248899683, "loss_sem_seg": 0.3407810260541737, "lr": 0.01, "mask_rcnn/accuracy": 0.8854174893641666, "mask_rcnn/false_negative": 0.09801825180558428, "mask_rcnn/false_positive": 0.13261126106931595, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.5, "time": 0.7811889313161373, "total_loss": 1.7441818804145441} {"data_time": 0.015446115285158157, "eta_seconds": 142196.86050728615, "iteration": 88079, "loss_fcos_cls": 0.2744859006488696, "loss_fcos_ctr": 0.6226676655933261, "loss_fcos_loc": 0.21444487711414695, "loss_mask": 0.27929562143981457, "loss_maskiou": 0.006248013029107824, "loss_sem_seg": 0.320587971014902, "lr": 0.01, "mask_rcnn/accuracy": 0.8888003881509501, "mask_rcnn/false_negative": 0.08453216276536377, "mask_rcnn/false_positive": 0.14640706525942782, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7934214062988758, "total_loss": 1.7072685896000621} {"data_time": 0.015340488404035568, "eta_seconds": 142103.3575477712, "iteration": 88099, "loss_fcos_cls": 0.28167895739898086, "loss_fcos_ctr": 0.62659109570086, "loss_fcos_loc": 0.21062654361594468, "loss_mask": 0.287086698692292, "loss_maskiou": 0.006497750102425925, "loss_sem_seg": 0.2987637766636908, "lr": 0.01, "mask_rcnn/accuracy": 0.883129213223751, "mask_rcnn/false_negative": 0.09874605973218853, "mask_rcnn/false_positive": 0.1346393143231721, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7533988049253821, "total_loss": 1.737853707960312} {"data_time": 0.015069706365466118, "eta_seconds": 142042.99268474802, "iteration": 88119, "loss_fcos_cls": 0.28438288788311183, "loss_fcos_ctr": 0.6266161361709237, "loss_fcos_loc": 0.2220875748898834, "loss_mask": 0.29757837764918804, "loss_maskiou": 0.006260402267798781, "loss_sem_seg": 0.32394105033017695, "lr": 0.01, "mask_rcnn/accuracy": 0.8536991686496733, "mask_rcnn/false_negative": 0.09881742062099291, "mask_rcnn/false_positive": 0.1857650523000725, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.75, "time": 0.7869028057903051, "total_loss": 1.7485400079749525} {"data_time": 0.015878334641456604, "eta_seconds": 142027.37335203215, "iteration": 88139, "loss_fcos_cls": 0.27225875528529286, "loss_fcos_ctr": 0.6213825810700655, "loss_fcos_loc": 0.20488239568658173, "loss_mask": 0.2752575147897005, "loss_maskiou": 0.0063632381206844, "loss_sem_seg": 0.28757650905754417, "lr": 0.01, "mask_rcnn/accuracy": 0.8950516001855288, "mask_rcnn/false_negative": 0.07330854800752307, "mask_rcnn/false_positive": 0.15338330572995085, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.0, "time": 0.7920246412977576, "total_loss": 1.702007902720652} {"data_time": 0.015163261443376541, "eta_seconds": 141993.48747547623, "iteration": 88159, "loss_fcos_cls": 0.29330101190134883, "loss_fcos_ctr": 0.6266455282457173, "loss_fcos_loc": 0.22175304556731135, "loss_mask": 0.29272126872092485, "loss_maskiou": 0.006917554808751447, "loss_sem_seg": 0.29346834355965257, "lr": 0.01, "mask_rcnn/accuracy": 0.8650744798915087, "mask_rcnn/false_negative": 0.11332770988897117, "mask_rcnn/false_positive": 0.14322795810973438, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.784451182000339, "total_loss": 1.7403398773276422} {"data_time": 0.01736160460859537, "eta_seconds": 141996.13468660042, "iteration": 88179, "loss_fcos_cls": 0.28207643853966147, "loss_fcos_ctr": 0.6241747103631496, "loss_fcos_loc": 0.20480166329070926, "loss_mask": 0.283385518938303, "loss_maskiou": 0.00675333796243649, "loss_sem_seg": 0.33552258741110563, "lr": 0.01, "mask_rcnn/accuracy": 0.8752218220968221, "mask_rcnn/false_negative": 0.10802864215650712, "mask_rcnn/false_positive": 0.13433193261447893, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7877163523808122, "total_loss": 1.724180724195321} {"data_time": 0.015983253717422485, "eta_seconds": 142113.50580863655, "iteration": 88199, "loss_fcos_cls": 0.2806331771425903, "loss_fcos_ctr": 0.6254433123394847, "loss_fcos_loc": 0.21781225316226482, "loss_mask": 0.28199263010174036, "loss_maskiou": 0.006576672327355482, "loss_sem_seg": 0.3389372287783772, "lr": 0.01, "mask_rcnn/accuracy": 0.8655530247813411, "mask_rcnn/false_negative": 0.12623530946129688, "mask_rcnn/false_positive": 0.14256751017438327, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7957870466634631, "total_loss": 1.7278079966563382} {"data_time": 0.01650204975157976, "eta_seconds": 142063.16973658465, "iteration": 88219, "loss_fcos_cls": 0.27363443467766047, "loss_fcos_ctr": 0.6212652097456157, "loss_fcos_loc": 0.20961642335169017, "loss_mask": 0.2817511837929487, "loss_maskiou": 0.006198741364642046, "loss_sem_seg": 0.31189446442294866, "lr": 0.01, "mask_rcnn/accuracy": 0.8733961218415938, "mask_rcnn/false_negative": 0.09745011538821194, "mask_rcnn/false_positive": 0.16451790277299155, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7708378098905087, "total_loss": 1.7214776704349788} {"data_time": 0.016156498342752457, "eta_seconds": 142071.79799289163, "iteration": 88239, "loss_fcos_cls": 0.2701648336369544, "loss_fcos_ctr": 0.6228131887037307, "loss_fcos_loc": 0.21393562635057606, "loss_mask": 0.282065502833575, "loss_maskiou": 0.006934434699360281, "loss_sem_seg": 0.33623521123081446, "lr": 0.01, "mask_rcnn/accuracy": 0.8822392796404276, "mask_rcnn/false_negative": 0.0962943005669687, "mask_rcnn/false_positive": 0.1342030685305784, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.25, "time": 0.7812302028760314, "total_loss": 1.7341697975061834} {"data_time": 0.01712413877248764, "eta_seconds": 142056.16517859232, "iteration": 88259, "loss_fcos_cls": 0.28061342937871814, "loss_fcos_ctr": 0.6199473282322288, "loss_fcos_loc": 0.2057512637693435, "loss_mask": 0.27976978849619627, "loss_maskiou": 0.0066088653402403, "loss_sem_seg": 0.29714311519637704, "lr": 0.01, "mask_rcnn/accuracy": 0.8781508501690845, "mask_rcnn/false_negative": 0.10152940697295536, "mask_rcnn/false_positive": 0.15210908027158715, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 24.5, "time": 0.7814386403188109, "total_loss": 1.6797810231219046} {"data_time": 0.01609940640628338, "eta_seconds": 142100.30333144404, "iteration": 88279, "loss_fcos_cls": 0.2857842496596277, "loss_fcos_ctr": 0.6220347909256816, "loss_fcos_loc": 0.21215594420209527, "loss_mask": 0.28831283980980515, "loss_maskiou": 0.006428407141356729, "loss_sem_seg": 0.3140999632887542, "lr": 0.01, "mask_rcnn/accuracy": 0.8657270408163265, "mask_rcnn/false_negative": 0.08974920830919522, "mask_rcnn/false_positive": 0.17206394847952938, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.0, "time": 0.7916939863935113, "total_loss": 1.7327931373511092} {"data_time": 0.017162075266242027, "eta_seconds": 142024.8995499937, "iteration": 88299, "loss_fcos_cls": 0.2936528096906841, "loss_fcos_ctr": 0.6219319086521864, "loss_fcos_loc": 0.22008221340365708, "loss_mask": 0.2861380474641919, "loss_maskiou": 0.0071193421026691794, "loss_sem_seg": 0.3215147918090224, "lr": 0.01, "mask_rcnn/accuracy": 0.8854875283446713, "mask_rcnn/false_negative": 0.08683160788416064, "mask_rcnn/false_positive": 0.13531151753346315, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.769214958883822, "total_loss": 1.7857141532585956} {"data_time": 0.015216998755931854, "eta_seconds": 141956.88687969, "iteration": 88319, "loss_fcos_cls": 0.2702413760125637, "loss_fcos_ctr": 0.6213154913857579, "loss_fcos_loc": 0.20907160290516913, "loss_mask": 0.2856525657698512, "loss_maskiou": 0.0064703158277552575, "loss_sem_seg": 0.3119719000533223, "lr": 0.01, "mask_rcnn/accuracy": 0.8984892339803054, "mask_rcnn/false_negative": 0.07682565685934964, "mask_rcnn/false_positive": 0.12486044878243138, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.0, "time": 0.775222783908248, "total_loss": 1.693085253078607} {"data_time": 0.016621500253677368, "eta_seconds": 141941.25983152539, "iteration": 88339, "loss_fcos_cls": 0.28793232794851065, "loss_fcos_ctr": 0.6240219790488482, "loss_fcos_loc": 0.207989881047979, "loss_mask": 0.29103116458281875, "loss_maskiou": 0.006291540135862306, "loss_sem_seg": 0.31981483078561723, "lr": 0.01, "mask_rcnn/accuracy": 0.8638180272108844, "mask_rcnn/false_negative": 0.10435486444615509, "mask_rcnn/false_positive": 0.16915982356442744, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7756862416863441, "total_loss": 1.7443516964049195} {"data_time": 0.015682400204241276, "eta_seconds": 142006.24072486628, "iteration": 88359, "loss_fcos_cls": 0.29051839862950146, "loss_fcos_ctr": 0.6242117853835225, "loss_fcos_loc": 0.2188677639933303, "loss_mask": 0.2906533139757812, "loss_maskiou": 0.007120869617210701, "loss_sem_seg": 0.33947716001421213, "lr": 0.01, "mask_rcnn/accuracy": 0.8664689901934799, "mask_rcnn/false_negative": 0.09654726669115157, "mask_rcnn/false_positive": 0.17892043128110663, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.8000958813354373, "total_loss": 1.702635768095206} {"data_time": 0.015495074912905693, "eta_seconds": 142035.78602244332, "iteration": 88379, "loss_fcos_cls": 0.28053451562300324, "loss_fcos_ctr": 0.6214559534564614, "loss_fcos_loc": 0.21073547936975956, "loss_mask": 0.29234579484909773, "loss_maskiou": 0.007300848315935582, "loss_sem_seg": 0.29736369010061026, "lr": 0.01, "mask_rcnn/accuracy": 0.8666332702435813, "mask_rcnn/false_negative": 0.11336096858178195, "mask_rcnn/false_positive": 0.15834255964244884, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.5, "time": 0.7898897081613541, "total_loss": 1.7127067434194032} {"data_time": 0.016973810270428658, "eta_seconds": 141922.4984312635, "iteration": 88399, "loss_fcos_cls": 0.2795374559937045, "loss_fcos_ctr": 0.62364521343261, "loss_fcos_loc": 0.21170916524715722, "loss_mask": 0.2836027438752353, "loss_maskiou": 0.007274150368175469, "loss_sem_seg": 0.29689833149313927, "lr": 0.01, "mask_rcnn/accuracy": 0.8817291247484909, "mask_rcnn/false_negative": 0.10152473211156812, "mask_rcnn/false_positive": 0.14572900541067996, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.0, "time": 0.7654403736814857, "total_loss": 1.729187955148518} {"data_time": 0.015068224631249905, "eta_seconds": 141906.8682862278, "iteration": 88419, "loss_fcos_cls": 0.2934876352082938, "loss_fcos_ctr": 0.6243394743651152, "loss_fcos_loc": 0.21504805935546756, "loss_mask": 0.2852663705125451, "loss_maskiou": 0.007151323778089136, "loss_sem_seg": 0.31208742037415504, "lr": 0.01, "mask_rcnn/accuracy": 0.8647067698046961, "mask_rcnn/false_negative": 0.11481926849507615, "mask_rcnn/false_positive": 0.14573389892609645, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7862591631710529, "total_loss": 1.7497342528986337} {"data_time": 0.014760863967239857, "eta_seconds": 141891.23814119212, "iteration": 88439, "loss_fcos_cls": 0.2718948919791728, "loss_fcos_ctr": 0.6215987117029727, "loss_fcos_loc": 0.20911832721321844, "loss_mask": 0.286324811168015, "loss_maskiou": 0.006975799100473523, "loss_sem_seg": 0.33951241336762905, "lr": 0.01, "mask_rcnn/accuracy": 0.8685339370123049, "mask_rcnn/false_negative": 0.08785058875575685, "mask_rcnn/false_positive": 0.16039520487394748, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7785557024180889, "total_loss": 1.743773099849932} {"data_time": 0.017822131514549255, "eta_seconds": 141795.8133773217, "iteration": 88459, "loss_fcos_cls": 0.28040557354688644, "loss_fcos_ctr": 0.6262667831033468, "loss_fcos_loc": 0.2246361990692094, "loss_mask": 0.29184527788311243, "loss_maskiou": 0.0070763145631644875, "loss_sem_seg": 0.3079225141555071, "lr": 0.01, "mask_rcnn/accuracy": 0.8502438048621399, "mask_rcnn/false_negative": 0.08880401433602955, "mask_rcnn/false_positive": 0.1703474347111577, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7773237386718392, "total_loss": 1.7600010632886551} {"data_time": 0.016961407847702503, "eta_seconds": 141780.19202309567, "iteration": 88479, "loss_fcos_cls": 0.2766185102518648, "loss_fcos_ctr": 0.6225742464885116, "loss_fcos_loc": 0.2052718421909958, "loss_mask": 0.28168417140841484, "loss_maskiou": 0.007020358156296425, "loss_sem_seg": 0.333613027818501, "lr": 0.01, "mask_rcnn/accuracy": 0.8797078304909638, "mask_rcnn/false_negative": 0.10845832474398401, "mask_rcnn/false_positive": 0.16817517812997435, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7798547213897109, "total_loss": 1.7413461281248601} {"data_time": 0.017151440493762493, "eta_seconds": 141764.57066886965, "iteration": 88499, "loss_fcos_cls": 0.286484080250375, "loss_fcos_ctr": 0.6231054840609431, "loss_fcos_loc": 0.21254139789380133, "loss_mask": 0.27136554941534996, "loss_maskiou": 0.007470969532732852, "loss_sem_seg": 0.3178940734360367, "lr": 0.01, "mask_rcnn/accuracy": 0.871376124462943, "mask_rcnn/false_negative": 0.1022345027386164, "mask_rcnn/false_positive": 0.13948481946531466, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.0, "time": 0.7815325213596225, "total_loss": 1.7475273909876705} {"data_time": 0.015056619420647621, "eta_seconds": 141828.7175610494, "iteration": 88519, "loss_fcos_cls": 0.2892025844193995, "loss_fcos_ctr": 0.6233407212421298, "loss_fcos_loc": 0.2171510523185134, "loss_mask": 0.2955986466258764, "loss_maskiou": 0.007142442213080358, "loss_sem_seg": 0.32417552219703794, "lr": 0.01, "mask_rcnn/accuracy": 0.8611431377228514, "mask_rcnn/false_negative": 0.10292050503195663, "mask_rcnn/false_positive": 0.15679888661086488, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.789346476085484, "total_loss": 1.7732084511062567} {"data_time": 0.015157402493059635, "eta_seconds": 141861.27943063527, "iteration": 88539, "loss_fcos_cls": 0.2854110624175519, "loss_fcos_ctr": 0.6243438357487321, "loss_fcos_loc": 0.211360166198574, "loss_mask": 0.2850295505486429, "loss_maskiou": 0.007473881414625794, "loss_sem_seg": 0.3159122783690691, "lr": 0.01, "mask_rcnn/accuracy": 0.8506636554566548, "mask_rcnn/false_negative": 0.1083029620306424, "mask_rcnn/false_positive": 0.19442330786788434, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.75, "time": 0.79675517603755, "total_loss": 1.7437939256051322} {"data_time": 0.014999971725046635, "eta_seconds": 141895.01793128625, "iteration": 88559, "loss_fcos_cls": 0.2880511535331607, "loss_fcos_ctr": 0.6220896020531654, "loss_fcos_loc": 0.2182850930839777, "loss_mask": 0.2892744429409504, "loss_maskiou": 0.007558546407381073, "loss_sem_seg": 0.36608361126855016, "lr": 0.01, "mask_rcnn/accuracy": 0.8842266364587794, "mask_rcnn/false_negative": 0.10855485216402927, "mask_rcnn/false_positive": 0.1158991110426259, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7954136347398162, "total_loss": 1.8233946140535409} {"data_time": 0.016297169029712677, "eta_seconds": 142005.74483843613, "iteration": 88579, "loss_fcos_cls": 0.2676228091586381, "loss_fcos_ctr": 0.6239627925679088, "loss_fcos_loc": 0.21728729479946196, "loss_mask": 0.28867250960320234, "loss_maskiou": 0.007272418471984565, "loss_sem_seg": 0.34338674787431955, "lr": 0.01, "mask_rcnn/accuracy": 0.8944767436418706, "mask_rcnn/false_negative": 0.07628484273468214, "mask_rcnn/false_positive": 0.12836137140286644, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.7918367702513933, "total_loss": 1.7364980793499853} {"data_time": 0.014903747476637363, "eta_seconds": 142003.9213593593, "iteration": 88599, "loss_fcos_cls": 0.2834749021567404, "loss_fcos_ctr": 0.6223128996789455, "loss_fcos_loc": 0.20820371760055423, "loss_mask": 0.2842690497636795, "loss_maskiou": 0.0074100454221479595, "loss_sem_seg": 0.31800833833403885, "lr": 0.01, "mask_rcnn/accuracy": 0.8780966553287981, "mask_rcnn/false_negative": 0.09300802147488375, "mask_rcnn/false_positive": 0.17335474583375982, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7861160598695278, "total_loss": 1.714595376048237} {"data_time": 0.0163281112909317, "eta_seconds": 142043.1807480771, "iteration": 88619, "loss_fcos_cls": 0.26890038000419736, "loss_fcos_ctr": 0.6233322452753782, "loss_fcos_loc": 0.2090928431134671, "loss_mask": 0.2689533978700638, "loss_maskiou": 0.006242634437512606, "loss_sem_seg": 0.3181470464915037, "lr": 0.01, "mask_rcnn/accuracy": 0.8697980698303418, "mask_rcnn/false_negative": 0.08642374887250404, "mask_rcnn/false_positive": 0.17907767334893926, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7862862749025226, "total_loss": 1.6934794726548716} {"data_time": 0.015019544400274754, "eta_seconds": 142120.3542570714, "iteration": 88639, "loss_fcos_cls": 0.28605775826144964, "loss_fcos_ctr": 0.6240634196437895, "loss_fcos_loc": 0.21645185200031847, "loss_mask": 0.28041322343051434, "loss_maskiou": 0.006689622528938344, "loss_sem_seg": 0.27820277865976095, "lr": 0.01, "mask_rcnn/accuracy": 0.8649438036083998, "mask_rcnn/false_negative": 0.10218399331050712, "mask_rcnn/false_positive": 0.14432645900915045, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.5, "time": 0.7941063679754734, "total_loss": 1.694018887454149} {"data_time": 0.015467814169824123, "eta_seconds": 142245.82365640718, "iteration": 88659, "loss_fcos_cls": 0.28332784911617637, "loss_fcos_ctr": 0.6218083426356316, "loss_fcos_loc": 0.21037631668150425, "loss_mask": 0.29179929103702307, "loss_maskiou": 0.0068812101817457005, "loss_sem_seg": 0.3089849026873708, "lr": 0.01, "mask_rcnn/accuracy": 0.8551957714904144, "mask_rcnn/false_negative": 0.10233937671200993, "mask_rcnn/false_positive": 0.16663808584385914, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7857118295505643, "total_loss": 1.7069428307295311} {"data_time": 0.016600399278104305, "eta_seconds": 142188.90573013574, "iteration": 88679, "loss_fcos_cls": 0.27364854025654495, "loss_fcos_ctr": 0.6229867115616798, "loss_fcos_loc": 0.20264146197587252, "loss_mask": 0.2637743935920298, "loss_maskiou": 0.005999296918162145, "loss_sem_seg": 0.31596363009884953, "lr": 0.01, "mask_rcnn/accuracy": 0.8854557128974039, "mask_rcnn/false_negative": 0.09877503563188805, "mask_rcnn/false_positive": 0.14855686614691377, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7755287420004606, "total_loss": 1.7276631105487468} {"data_time": 0.01654145587235689, "eta_seconds": 142129.48255817965, "iteration": 88699, "loss_fcos_cls": 0.28984388359822333, "loss_fcos_ctr": 0.6234989245422184, "loss_fcos_loc": 0.20591334020718932, "loss_mask": 0.26518153212964535, "loss_maskiou": 0.006357848702464253, "loss_sem_seg": 0.32255647145211697, "lr": 0.01, "mask_rcnn/accuracy": 0.8950866481828463, "mask_rcnn/false_negative": 0.07752219073138694, "mask_rcnn/false_positive": 0.12043615025554724, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.774200614541769, "total_loss": 1.6732000061892904} {"data_time": 0.018219557590782642, "eta_seconds": 142113.80371663347, "iteration": 88719, "loss_fcos_cls": 0.293185334187001, "loss_fcos_ctr": 0.6228856993839145, "loss_fcos_loc": 0.20606052735820413, "loss_mask": 0.287143892608583, "loss_maskiou": 0.0063674725679447874, "loss_sem_seg": 0.3170938096009195, "lr": 0.01, "mask_rcnn/accuracy": 0.8853846377260581, "mask_rcnn/false_negative": 0.1123178168783219, "mask_rcnn/false_positive": 0.14221502461024227, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 24.75, "time": 0.777007881551981, "total_loss": 1.727859826394706} {"data_time": 0.015454805456101894, "eta_seconds": 142128.28085790575, "iteration": 88739, "loss_fcos_cls": 0.2833658440504223, "loss_fcos_ctr": 0.624684376642108, "loss_fcos_loc": 0.21211851574480534, "loss_mask": 0.2862106440588832, "loss_maskiou": 0.006991424535954138, "loss_sem_seg": 0.3133123288862407, "lr": 0.01, "mask_rcnn/accuracy": 0.864514243197279, "mask_rcnn/false_negative": 0.1143159137010814, "mask_rcnn/false_positive": 0.1406839877216604, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7916376097127795, "total_loss": 1.7366328903153772} {"data_time": 0.017078750766813755, "eta_seconds": 142112.59868900478, "iteration": 88759, "loss_fcos_cls": 0.2678642380051315, "loss_fcos_ctr": 0.624221378006041, "loss_fcos_loc": 0.21092479163780808, "loss_mask": 0.2879477655515075, "loss_maskiou": 0.0064689950086176395, "loss_sem_seg": 0.2967622200958431, "lr": 0.01, "mask_rcnn/accuracy": 0.8725660933503122, "mask_rcnn/false_negative": 0.09016158410920244, "mask_rcnn/false_positive": 0.16410749795082719, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.778965650126338, "total_loss": 1.716312750504585} {"data_time": 0.015272239223122597, "eta_seconds": 142066.76719199494, "iteration": 88779, "loss_fcos_cls": 0.26521284971386194, "loss_fcos_ctr": 0.6217478467151523, "loss_fcos_loc": 0.2119304648367688, "loss_mask": 0.28220153134316206, "loss_maskiou": 0.006642753287451342, "loss_sem_seg": 0.31908078072592616, "lr": 0.01, "mask_rcnn/accuracy": 0.8786566129546425, "mask_rcnn/false_negative": 0.11704376510235504, "mask_rcnn/false_positive": 0.1421221984045451, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.5, "time": 0.766404521651566, "total_loss": 1.7112573819358659} {"data_time": 0.01574490312486887, "eta_seconds": 141999.2761984216, "iteration": 88799, "loss_fcos_cls": 0.27079139137640595, "loss_fcos_ctr": 0.6200369414873421, "loss_fcos_loc": 0.20588700496591628, "loss_mask": 0.2804124588146806, "loss_maskiou": 0.007150872399506625, "loss_sem_seg": 0.273114608367905, "lr": 0.01, "mask_rcnn/accuracy": 0.891535104607881, "mask_rcnn/false_negative": 0.08860379578680744, "mask_rcnn/false_positive": 0.14250533153986106, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.5, "time": 0.783466225489974, "total_loss": 1.6781758043071022} {"data_time": 0.017185136675834656, "eta_seconds": 141927.49399322178, "iteration": 88819, "loss_fcos_cls": 0.263553966069594, "loss_fcos_ctr": 0.6220146361738443, "loss_fcos_loc": 0.20183983305469155, "loss_mask": 0.2772237416356802, "loss_maskiou": 0.006733071117196232, "loss_sem_seg": 0.3087176736444235, "lr": 0.01, "mask_rcnn/accuracy": 0.8708777909912806, "mask_rcnn/false_negative": 0.11257587759221901, "mask_rcnn/false_positive": 0.1476924345953859, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7824573647230864, "total_loss": 1.699581352964742} {"data_time": 0.016730510629713535, "eta_seconds": 141870.89423645474, "iteration": 88839, "loss_fcos_cls": 0.26973318960517645, "loss_fcos_ctr": 0.6209558211266994, "loss_fcos_loc": 0.19917633198201656, "loss_mask": 0.29015402775257826, "loss_maskiou": 0.0068167832141625695, "loss_sem_seg": 0.30222183233127, "lr": 0.01, "mask_rcnn/accuracy": 0.8807578699495993, "mask_rcnn/false_negative": 0.10326595717737241, "mask_rcnn/false_positive": 0.13880572940673563, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7773976726457477, "total_loss": 1.7149995502484217} {"data_time": 0.015585861168801785, "eta_seconds": 141835.6898743324, "iteration": 88859, "loss_fcos_cls": 0.2780010416172445, "loss_fcos_ctr": 0.6202974584884942, "loss_fcos_loc": 0.20402034185826778, "loss_mask": 0.2897590594366193, "loss_maskiou": 0.007763530069496483, "loss_sem_seg": 0.30198051081970334, "lr": 0.01, "mask_rcnn/accuracy": 0.8712487007398797, "mask_rcnn/false_negative": 0.09211174363083599, "mask_rcnn/false_positive": 0.16036255942638922, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.25, "time": 0.7807761505246162, "total_loss": 1.7114612559598754} {"data_time": 0.017612602561712265, "eta_seconds": 141880.493205945, "iteration": 88879, "loss_fcos_cls": 0.26461662678048015, "loss_fcos_ctr": 0.6235894812270999, "loss_fcos_loc": 0.2053684158017859, "loss_mask": 0.28373268200084567, "loss_maskiou": 0.006462328397901729, "loss_sem_seg": 0.29794246377423406, "lr": 0.01, "mask_rcnn/accuracy": 0.8659325975288075, "mask_rcnn/false_negative": 0.1031742975198624, "mask_rcnn/false_positive": 0.15181577899078313, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.7759611709043384, "total_loss": 1.6896449814739753} {"data_time": 0.01692103687673807, "eta_seconds": 141948.01362014003, "iteration": 88899, "loss_fcos_cls": 0.27714236942119896, "loss_fcos_ctr": 0.6204697769135237, "loss_fcos_loc": 0.20865024416707456, "loss_mask": 0.2820781087502837, "loss_maskiou": 0.006603378649742808, "loss_sem_seg": 0.2884174338541925, "lr": 0.01, "mask_rcnn/accuracy": 0.8688767460512605, "mask_rcnn/false_negative": 0.1121660028446535, "mask_rcnn/false_positive": 0.16551971671799032, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.0, "time": 0.787242797203362, "total_loss": 1.687728166114539} {"data_time": 0.01729578711092472, "eta_seconds": 141957.0153011717, "iteration": 88919, "loss_fcos_cls": 0.27425191341899335, "loss_fcos_ctr": 0.6204116372391582, "loss_fcos_loc": 0.1983065993990749, "loss_mask": 0.2891700202599168, "loss_maskiou": 0.006663310494332109, "loss_sem_seg": 0.2608473254367709, "lr": 0.01, "mask_rcnn/accuracy": 0.8720826967150497, "mask_rcnn/false_negative": 0.11532074757475602, "mask_rcnn/false_positive": 0.1477203670531665, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7859311355277896, "total_loss": 1.6378941665534512} {"data_time": 0.01532868854701519, "eta_seconds": 141962.19804954808, "iteration": 88939, "loss_fcos_cls": 0.259432187594939, "loss_fcos_ctr": 0.6218353603035212, "loss_fcos_loc": 0.19554543381673284, "loss_mask": 0.27599278185516596, "loss_maskiou": 0.007369973143795505, "loss_sem_seg": 0.271343064494431, "lr": 0.01, "mask_rcnn/accuracy": 0.8807516943344502, "mask_rcnn/false_negative": 0.10168949519357962, "mask_rcnn/false_positive": 0.1402267943746528, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7772517744451761, "total_loss": 1.6510230619314825} {"data_time": 0.015073224902153015, "eta_seconds": 141868.99046840798, "iteration": 88959, "loss_fcos_cls": 0.26196485897526145, "loss_fcos_ctr": 0.6244652615860105, "loss_fcos_loc": 0.21177593525499105, "loss_mask": 0.30301382951438427, "loss_maskiou": 0.0071376882115146145, "loss_sem_seg": 0.29287878051400185, "lr": 0.01, "mask_rcnn/accuracy": 0.8539500204562958, "mask_rcnn/false_negative": 0.11607991187665881, "mask_rcnn/false_positive": 0.18301340646859268, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7751503381878138, "total_loss": 1.699332586984383} {"data_time": 0.0163904819637537, "eta_seconds": 141802.15856048372, "iteration": 88979, "loss_fcos_cls": 0.2683950839564204, "loss_fcos_ctr": 0.6203832887113094, "loss_fcos_loc": 0.20560100977309048, "loss_mask": 0.26986483205109835, "loss_maskiou": 0.0066237085266038775, "loss_sem_seg": 0.28880664613097906, "lr": 0.01, "mask_rcnn/accuracy": 0.8697262462361994, "mask_rcnn/false_negative": 0.11197546505587043, "mask_rcnn/false_positive": 0.14153133812081922, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.5, "time": 0.7786324815824628, "total_loss": 1.6770582222379744} {"data_time": 0.015332556329667568, "eta_seconds": 141713.02615854517, "iteration": 88999, "loss_fcos_cls": 0.2683501394931227, "loss_fcos_ctr": 0.6199727784842253, "loss_fcos_loc": 0.1999296608264558, "loss_mask": 0.2789579373784363, "loss_maskiou": 0.0060277571028564125, "loss_sem_seg": 0.32987200981006026, "lr": 0.01, "mask_rcnn/accuracy": 0.8784561172954031, "mask_rcnn/false_negative": 0.09414131990905505, "mask_rcnn/false_positive": 0.14419365580717655, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.75, "time": 0.7745992159470916, "total_loss": 1.7190201225166675} {"data_time": 0.017206406220793724, "eta_seconds": 141639.1964504812, "iteration": 89019, "loss_fcos_cls": 0.27325020148418844, "loss_fcos_ctr": 0.620855781249702, "loss_fcos_loc": 0.1980812232941389, "loss_mask": 0.2668914860114455, "loss_maskiou": 0.006696030905004591, "loss_sem_seg": 0.27907906170003116, "lr": 0.01, "mask_rcnn/accuracy": 0.8793259841249933, "mask_rcnn/false_negative": 0.1071503255839347, "mask_rcnn/false_positive": 0.10854362569080807, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.75, "time": 0.7682171948254108, "total_loss": 1.6900515126399114} {"data_time": 0.01599222607910633, "eta_seconds": 141659.10083634034, "iteration": 89039, "loss_fcos_cls": 0.27802000055089593, "loss_fcos_ctr": 0.6257351846434176, "loss_fcos_loc": 0.22390185098629445, "loss_mask": 0.30295126512646675, "loss_maskiou": 0.007485716589144431, "loss_sem_seg": 0.3063016156665981, "lr": 0.01, "mask_rcnn/accuracy": 0.859109172077922, "mask_rcnn/false_negative": 0.1144048169185958, "mask_rcnn/false_positive": 0.16752243893515437, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7866510562598705, "total_loss": 1.7384035714785568} {"data_time": 0.01699819788336754, "eta_seconds": 141698.60772483237, "iteration": 89059, "loss_fcos_cls": 0.28959190053865314, "loss_fcos_ctr": 0.6204770635813475, "loss_fcos_loc": 0.2060601783450693, "loss_mask": 0.28896911814808846, "loss_maskiou": 0.008232332686020527, "loss_sem_seg": 0.2711593999993056, "lr": 0.01, "mask_rcnn/accuracy": 0.8749707061997309, "mask_rcnn/false_negative": 0.0939499917249624, "mask_rcnn/false_positive": 0.143751903353381, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7893779827281833, "total_loss": 1.655749638157431} {"data_time": 0.016883783042430878, "eta_seconds": 141764.93369161338, "iteration": 89079, "loss_fcos_cls": 0.2724368595518172, "loss_fcos_ctr": 0.6254429705440998, "loss_fcos_loc": 0.21222488908097148, "loss_mask": 0.279830529820174, "loss_maskiou": 0.006962448620470241, "loss_sem_seg": 0.31539356452412903, "lr": 0.01, "mask_rcnn/accuracy": 0.8904196293902176, "mask_rcnn/false_negative": 0.09652745047688933, "mask_rcnn/false_positive": 0.1278466476954669, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.25, "time": 0.7974610850214958, "total_loss": 1.723876999632921} {"data_time": 0.016051703132689, "eta_seconds": 141708.15698593017, "iteration": 89099, "loss_fcos_cls": 0.2640119807329029, "loss_fcos_ctr": 0.6215715701691806, "loss_fcos_loc": 0.20061551075195894, "loss_mask": 0.28599571622908115, "loss_maskiou": 0.007049442723655375, "loss_sem_seg": 0.3029245175421238, "lr": 0.01, "mask_rcnn/accuracy": 0.8865039445697416, "mask_rcnn/false_negative": 0.0833538122400217, "mask_rcnn/false_positive": 0.11357081929879773, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.75, "time": 0.7713487427681684, "total_loss": 1.709954583828221} {"data_time": 0.015988622792065144, "eta_seconds": 141692.4900568379, "iteration": 89119, "loss_fcos_cls": 0.27084702742286026, "loss_fcos_ctr": 0.6207140684127808, "loss_fcos_loc": 0.20134432893246412, "loss_mask": 0.2863008379936218, "loss_maskiou": 0.007072516375046689, "loss_sem_seg": 0.28332049399614334, "lr": 0.01, "mask_rcnn/accuracy": 0.8779528153252643, "mask_rcnn/false_negative": 0.11257967184044756, "mask_rcnn/false_positive": 0.13765546240143137, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.784789870493114, "total_loss": 1.665252408143715} {"data_time": 0.01642646174877882, "eta_seconds": 141616.44633938, "iteration": 89139, "loss_fcos_cls": 0.2907442790456116, "loss_fcos_ctr": 0.6230488112196326, "loss_fcos_loc": 0.20792566903401166, "loss_mask": 0.27279841154813766, "loss_maskiou": 0.006067340131266974, "loss_sem_seg": 0.2607164168730378, "lr": 0.01, "mask_rcnn/accuracy": 0.8993862914018067, "mask_rcnn/false_negative": 0.08784300993124522, "mask_rcnn/false_positive": 0.13704183921719804, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.0, "time": 0.768260563723743, "total_loss": 1.6929675150022376} {"data_time": 0.01614875253289938, "eta_seconds": 141575.4999857284, "iteration": 89159, "loss_fcos_cls": 0.2752515252213925, "loss_fcos_ctr": 0.6258272221311927, "loss_fcos_loc": 0.20714428814244457, "loss_mask": 0.2920092921704054, "loss_maskiou": 0.006969827554712538, "loss_sem_seg": 0.3119734013453126, "lr": 0.01, "mask_rcnn/accuracy": 0.8726293468163553, "mask_rcnn/false_negative": 0.11289793076385538, "mask_rcnn/false_positive": 0.15258257678569648, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.778816394507885, "total_loss": 1.7200256471842295} {"data_time": 0.017011414282023907, "eta_seconds": 141532.5968286572, "iteration": 89179, "loss_fcos_cls": 0.2726599401794374, "loss_fcos_ctr": 0.623838437255472, "loss_fcos_loc": 0.21511289232876152, "loss_mask": 0.2904107794165611, "loss_maskiou": 0.006449431282817386, "loss_sem_seg": 0.33215322345495224, "lr": 0.01, "mask_rcnn/accuracy": 0.8864150570942663, "mask_rcnn/false_negative": 0.09356995755207015, "mask_rcnn/false_positive": 0.1429965439326631, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7794705685228109, "total_loss": 1.7483518121443922} {"data_time": 0.0163949616253376, "eta_seconds": 141460.37022760883, "iteration": 89199, "loss_fcos_cls": 0.26943242154084146, "loss_fcos_ctr": 0.6223841104656458, "loss_fcos_loc": 0.20325278223026544, "loss_mask": 0.2816907502710819, "loss_maskiou": 0.006917688806424849, "loss_sem_seg": 0.2912441147491336, "lr": 0.01, "mask_rcnn/accuracy": 0.872841188242974, "mask_rcnn/false_negative": 0.09768221409550178, "mask_rcnn/false_positive": 0.1383295544466076, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.0, "time": 0.7880358695983887, "total_loss": 1.6743539368035272} {"data_time": 0.01523484569042921, "eta_seconds": 141501.28794377577, "iteration": 89219, "loss_fcos_cls": 0.2744279420003295, "loss_fcos_ctr": 0.6233852300792933, "loss_fcos_loc": 0.21244735969230533, "loss_mask": 0.29474306013435125, "loss_maskiou": 0.00664125160255935, "loss_sem_seg": 0.3093219443690032, "lr": 0.01, "mask_rcnn/accuracy": 0.8456478397763336, "mask_rcnn/false_negative": 0.12752123001645613, "mask_rcnn/false_positive": 0.14472579786460096, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.25, "time": 0.7854452533647418, "total_loss": 1.7289519416663097} {"data_time": 0.015132215805351734, "eta_seconds": 141504.50989131536, "iteration": 89239, "loss_fcos_cls": 0.2681567391846329, "loss_fcos_ctr": 0.6196440989151597, "loss_fcos_loc": 0.19926343217957765, "loss_mask": 0.2874156152829528, "loss_maskiou": 0.007578941480460344, "loss_sem_seg": 0.28842588630504906, "lr": 0.01, "mask_rcnn/accuracy": 0.8855310014926525, "mask_rcnn/false_negative": 0.07298394229127032, "mask_rcnn/false_positive": 0.16254957967980743, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.7856735233217478, "total_loss": 1.6804159956373041} {"data_time": 0.015560885891318321, "eta_seconds": 141488.8533603279, "iteration": 89259, "loss_fcos_cls": 0.262162484228611, "loss_fcos_ctr": 0.6200452770572156, "loss_fcos_loc": 0.1898039362858981, "loss_mask": 0.276660468429327, "loss_maskiou": 0.005903972560190596, "loss_sem_seg": 0.31718808878213167, "lr": 0.01, "mask_rcnn/accuracy": 0.8878602019349114, "mask_rcnn/false_negative": 0.09027310076056297, "mask_rcnn/false_positive": 0.13086093498353302, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7813221486285329, "total_loss": 1.6482677105232142} {"data_time": 0.015958966687321663, "eta_seconds": 141410.16995327268, "iteration": 89279, "loss_fcos_cls": 0.26379251619800925, "loss_fcos_ctr": 0.6225948473438621, "loss_fcos_loc": 0.20955691568087786, "loss_mask": 0.27786565478891134, "loss_maskiou": 0.006671596616797615, "loss_sem_seg": 0.282313943374902, "lr": 0.01, "mask_rcnn/accuracy": 0.8741339018124732, "mask_rcnn/false_negative": 0.10220474364672497, "mask_rcnn/false_positive": 0.13844221411208496, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.7728263232856989, "total_loss": 1.646242510076263} {"data_time": 0.01562525611370802, "eta_seconds": 141420.06308838166, "iteration": 89299, "loss_fcos_cls": 0.265953129157424, "loss_fcos_ctr": 0.6242864513769746, "loss_fcos_loc": 0.20549383712932467, "loss_mask": 0.29979368206113577, "loss_maskiou": 0.007294122609891929, "loss_sem_seg": 0.3009354156674817, "lr": 0.01, "mask_rcnn/accuracy": 0.8755876413669916, "mask_rcnn/false_negative": 0.08853716652000779, "mask_rcnn/false_positive": 0.1651790843597615, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7824688907712698, "total_loss": 1.6921917801955715} {"data_time": 0.01724374759942293, "eta_seconds": 141324.6211999515, "iteration": 89319, "loss_fcos_cls": 0.27046250202693045, "loss_fcos_ctr": 0.6213133223354816, "loss_fcos_loc": 0.20360881951637566, "loss_mask": 0.2773053157143295, "loss_maskiou": 0.006535958833410405, "loss_sem_seg": 0.2534420723095536, "lr": 0.01, "mask_rcnn/accuracy": 0.868526248280211, "mask_rcnn/false_negative": 0.08575969392053255, "mask_rcnn/false_positive": 0.1576519249846412, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.7667820127680898, "total_loss": 1.652770486616646} {"data_time": 0.017964622005820274, "eta_seconds": 141350.83293615654, "iteration": 89339, "loss_fcos_cls": 0.26793016167357564, "loss_fcos_ctr": 0.6210579546168447, "loss_fcos_loc": 0.20893497712677345, "loss_mask": 0.2925349548459053, "loss_maskiou": 0.00722707920067478, "loss_sem_seg": 0.2908557588234544, "lr": 0.01, "mask_rcnn/accuracy": 0.8758487940630798, "mask_rcnn/false_negative": 0.07963953840199231, "mask_rcnn/false_positive": 0.1432202220448678, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.0, "time": 0.7784171439707279, "total_loss": 1.6684520583803533} {"data_time": 0.01623497437685728, "eta_seconds": 141248.36689041648, "iteration": 89359, "loss_fcos_cls": 0.28151167556643486, "loss_fcos_ctr": 0.6239634454250336, "loss_fcos_loc": 0.21103326207958162, "loss_mask": 0.288101265206933, "loss_maskiou": 0.007209607269032858, "loss_sem_seg": 0.3113872380927205, "lr": 0.01, "mask_rcnn/accuracy": 0.8739670252337388, "mask_rcnn/false_negative": 0.10097728929293279, "mask_rcnn/false_positive": 0.16348286740394374, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.768334036692977, "total_loss": 1.7478304986725561} {"data_time": 0.01459652092307806, "eta_seconds": 141202.02343950514, "iteration": 89379, "loss_fcos_cls": 0.28944225050508976, "loss_fcos_ctr": 0.623971099499613, "loss_fcos_loc": 0.210919865174219, "loss_mask": 0.2731645768508315, "loss_maskiou": 0.006750051674316637, "loss_sem_seg": 0.30583968199789524, "lr": 0.01, "mask_rcnn/accuracy": 0.8742159273996679, "mask_rcnn/false_negative": 0.09601729143345983, "mask_rcnn/false_positive": 0.14741581174814986, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 40.5, "time": 0.784758604131639, "total_loss": 1.7319498688011663} {"data_time": 0.015868726186454296, "eta_seconds": 141306.16594892833, "iteration": 89399, "loss_fcos_cls": 0.2797144439537078, "loss_fcos_ctr": 0.6220373776741326, "loss_fcos_loc": 0.20178942917846143, "loss_mask": 0.2647011107765138, "loss_maskiou": 0.006057191276340745, "loss_sem_seg": 0.2876329170539975, "lr": 0.01, "mask_rcnn/accuracy": 0.872509859820794, "mask_rcnn/false_negative": 0.09821852500953884, "mask_rcnn/false_positive": 0.17132829787446566, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7849874636158347, "total_loss": 1.6570011378644267} {"data_time": 0.017364878207445145, "eta_seconds": 141247.20599630568, "iteration": 89419, "loss_fcos_cls": 0.2650274378247559, "loss_fcos_ctr": 0.6225114315748215, "loss_fcos_loc": 0.2087584410328418, "loss_mask": 0.2687072893604636, "loss_maskiou": 0.006220503360964358, "loss_sem_seg": 0.2935559549368918, "lr": 0.01, "mask_rcnn/accuracy": 0.8585055272108844, "mask_rcnn/false_negative": 0.12289430313344116, "mask_rcnn/false_positive": 0.14052994234845478, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.7851537801325321, "total_loss": 1.6682433133391896} {"data_time": 0.015314159914851189, "eta_seconds": 141185.81260123942, "iteration": 89439, "loss_fcos_cls": 0.2814621184952557, "loss_fcos_ctr": 0.624421083368361, "loss_fcos_loc": 0.20917166001163423, "loss_mask": 0.28682019375264645, "loss_maskiou": 0.006449618267652113, "loss_sem_seg": 0.2620226717554033, "lr": 0.01, "mask_rcnn/accuracy": 0.866884110787172, "mask_rcnn/false_negative": 0.12048203209584231, "mask_rcnn/false_positive": 0.14394227555595884, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.5, "time": 0.7701582815498114, "total_loss": 1.6721714037994388} {"data_time": 0.016687070950865746, "eta_seconds": 141170.17402894516, "iteration": 89459, "loss_fcos_cls": 0.27538887108676136, "loss_fcos_ctr": 0.620981247164309, "loss_fcos_loc": 0.20352803415153176, "loss_mask": 0.275618112180382, "loss_maskiou": 0.006839200766989961, "loss_sem_seg": 0.27360291173681617, "lr": 0.01, "mask_rcnn/accuracy": 0.8727693435864912, "mask_rcnn/false_negative": 0.0941590968106279, "mask_rcnn/false_positive": 0.1265368077308454, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.0, "time": 0.7836676398292184, "total_loss": 1.6643143801338738} {"data_time": 0.015819762833416462, "eta_seconds": 141123.84757765103, "iteration": 89479, "loss_fcos_cls": 0.2710860101506114, "loss_fcos_ctr": 0.6228391015902162, "loss_fcos_loc": 0.21188228100072592, "loss_mask": 0.27952256333082914, "loss_maskiou": 0.006830365702626295, "loss_sem_seg": 0.3015160639770329, "lr": 0.01, "mask_rcnn/accuracy": 0.8800355089874996, "mask_rcnn/false_negative": 0.10012989733044007, "mask_rcnn/false_positive": 0.13658780384060093, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.765317203477025, "total_loss": 1.7056227801949717} {"data_time": 0.016502580605447292, "eta_seconds": 141138.89688435663, "iteration": 89499, "loss_fcos_cls": 0.2834861227311194, "loss_fcos_ctr": 0.6242825351655483, "loss_fcos_loc": 0.21591267874464393, "loss_mask": 0.2751040691509843, "loss_maskiou": 0.006602574918360915, "loss_sem_seg": 0.31152593065053225, "lr": 0.01, "mask_rcnn/accuracy": 0.8688762637569288, "mask_rcnn/false_negative": 0.0934262725794921, "mask_rcnn/false_positive": 0.16757898208132582, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7878717817366123, "total_loss": 1.7198228819252108} {"data_time": 0.015490165911614895, "eta_seconds": 141025.53275828715, "iteration": 89519, "loss_fcos_cls": 0.2746708224294707, "loss_fcos_ctr": 0.6220800345763564, "loss_fcos_loc": 0.20940136979334056, "loss_mask": 0.27788819884881377, "loss_maskiou": 0.00681691334102652, "loss_sem_seg": 0.3419791106134653, "lr": 0.01, "mask_rcnn/accuracy": 0.8786686743555983, "mask_rcnn/false_negative": 0.09593939600673448, "mask_rcnn/false_positive": 0.16594043358661748, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.0, "time": 0.777561535127461, "total_loss": 1.7509646562939452} {"data_time": 0.01481046061962843, "eta_seconds": 140943.10595380235, "iteration": 89539, "loss_fcos_cls": 0.27514759777113795, "loss_fcos_ctr": 0.6239953930489719, "loss_fcos_loc": 0.21294669480994344, "loss_mask": 0.2968168370425701, "loss_maskiou": 0.006471115455497056, "loss_sem_seg": 0.28898665215820074, "lr": 0.01, "mask_rcnn/accuracy": 0.8534265814900052, "mask_rcnn/false_negative": 0.12013491242956442, "mask_rcnn/false_positive": 0.17261884893174026, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7781823640689254, "total_loss": 1.7416438983636908} {"data_time": 0.01608383934944868, "eta_seconds": 140869.63011738192, "iteration": 89559, "loss_fcos_cls": 0.2736128610558808, "loss_fcos_ctr": 0.6211591903120279, "loss_fcos_loc": 0.21369569841772318, "loss_mask": 0.2811583187431097, "loss_maskiou": 0.00666883423764375, "loss_sem_seg": 0.27748516853898764, "lr": 0.01, "mask_rcnn/accuracy": 0.8753612574061882, "mask_rcnn/false_negative": 0.10219162015692557, "mask_rcnn/false_positive": 0.14879824059062752, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7811943106353283, "total_loss": 1.6622623190050945} {"data_time": 0.017009640112519264, "eta_seconds": 140933.495627651, "iteration": 89579, "loss_fcos_cls": 0.2597901728004217, "loss_fcos_ctr": 0.6211006566882133, "loss_fcos_loc": 0.2194955456070602, "loss_mask": 0.2758929142728448, "loss_maskiou": 0.007218096332508139, "loss_sem_seg": 0.33375253342092037, "lr": 0.01, "mask_rcnn/accuracy": 0.8761584624104636, "mask_rcnn/false_negative": 0.10695064564521654, "mask_rcnn/false_positive": 0.1320284214623514, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.8105199486017227, "total_loss": 1.7158420965861296} {"data_time": 0.015491247177124023, "eta_seconds": 140896.24493476097, "iteration": 89599, "loss_fcos_cls": 0.27587950322777033, "loss_fcos_ctr": 0.6213474492542446, "loss_fcos_loc": 0.20676113094668835, "loss_mask": 0.28358111158013344, "loss_maskiou": 0.006839393390691839, "loss_sem_seg": 0.29260288877412677, "lr": 0.01, "mask_rcnn/accuracy": 0.8808052659469585, "mask_rcnn/false_negative": 0.08834631016837544, "mask_rcnn/false_positive": 0.17316022954002075, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.75, "time": 0.7900585867464542, "total_loss": 1.6769337730365805} {"data_time": 0.01875152997672558, "eta_seconds": 140902.25015276112, "iteration": 89619, "loss_fcos_cls": 0.2782058650627732, "loss_fcos_ctr": 0.6228967839851975, "loss_fcos_loc": 0.21059813257306814, "loss_mask": 0.2853161422535777, "loss_maskiou": 0.006765507161617279, "loss_sem_seg": 0.3043667860329151, "lr": 0.01, "mask_rcnn/accuracy": 0.8807806776556777, "mask_rcnn/false_negative": 0.09175029974101395, "mask_rcnn/false_positive": 0.14018208805992804, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7852238109335303, "total_loss": 1.7321196709090145} {"data_time": 0.01667090691626072, "eta_seconds": 140807.17440936994, "iteration": 89639, "loss_fcos_cls": 0.27589196944609284, "loss_fcos_ctr": 0.6225122530013323, "loss_fcos_loc": 0.20758088259026408, "loss_mask": 0.2742218147031963, "loss_maskiou": 0.006407570283045061, "loss_sem_seg": 0.2705849823541939, "lr": 0.01, "mask_rcnn/accuracy": 0.8957710239268122, "mask_rcnn/false_negative": 0.08017957828951466, "mask_rcnn/false_positive": 0.1608452431081479, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.5, "time": 0.7762442510575056, "total_loss": 1.6728023121322622} {"data_time": 0.01680914591997862, "eta_seconds": 140763.79304749612, "iteration": 89659, "loss_fcos_cls": 0.26582557219080627, "loss_fcos_ctr": 0.6202635811641812, "loss_fcos_loc": 0.20520377741195261, "loss_mask": 0.2634350014850497, "loss_maskiou": 0.006864922208478674, "loss_sem_seg": 0.26829627994447947, "lr": 0.01, "mask_rcnn/accuracy": 0.8729304468823103, "mask_rcnn/false_negative": 0.11233854109503646, "mask_rcnn/false_positive": 0.1319527424536009, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.7787697017192841, "total_loss": 1.6352634236682206} {"data_time": 0.01757129654288292, "eta_seconds": 140702.0106038293, "iteration": 89679, "loss_fcos_cls": 0.2706099688075483, "loss_fcos_ctr": 0.622245947830379, "loss_fcos_loc": 0.2056449989322573, "loss_mask": 0.2923211641609669, "loss_maskiou": 0.006597706247703172, "loss_sem_seg": 0.28432216006331146, "lr": 0.01, "mask_rcnn/accuracy": 0.8717283702928658, "mask_rcnn/false_negative": 0.09742023510399805, "mask_rcnn/false_positive": 0.15031887036932454, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 27.25, "time": 0.7617453392595053, "total_loss": 1.7103210916247917} {"data_time": 0.016244436614215374, "eta_seconds": 140722.02943574358, "iteration": 89699, "loss_fcos_cls": 0.2754354625940323, "loss_fcos_ctr": 0.6243913704529405, "loss_fcos_loc": 0.21029119758168235, "loss_mask": 0.272448908071965, "loss_maskiou": 0.006478298200818244, "loss_sem_seg": 0.28896024310961366, "lr": 0.01, "mask_rcnn/accuracy": 0.8828578518929748, "mask_rcnn/false_negative": 0.10246161012693733, "mask_rcnn/false_positive": 0.13981115030351204, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7900856528431177, "total_loss": 1.6942407575552352} {"data_time": 0.01780896820127964, "eta_seconds": 140729.618635986, "iteration": 89719, "loss_fcos_cls": 0.27051693096291274, "loss_fcos_ctr": 0.6232020896859467, "loss_fcos_loc": 0.21154176170239225, "loss_mask": 0.2792918784543872, "loss_maskiou": 0.006297598214587197, "loss_sem_seg": 0.31018596049398184, "lr": 0.01, "mask_rcnn/accuracy": 0.8831983946491218, "mask_rcnn/false_negative": 0.08533843347199141, "mask_rcnn/false_positive": 0.12846647618030194, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.75, "time": 0.7904294254258275, "total_loss": 1.7277902088244446} {"data_time": 0.01752402726560831, "eta_seconds": 140690.81007934827, "iteration": 89739, "loss_fcos_cls": 0.2852545571513474, "loss_fcos_ctr": 0.621433706022799, "loss_fcos_loc": 0.20753042958676815, "loss_mask": 0.290750615298748, "loss_maskiou": 0.006460858232458122, "loss_sem_seg": 0.3173557133413851, "lr": 0.01, "mask_rcnn/accuracy": 0.8784655944588078, "mask_rcnn/false_negative": 0.0962661469203285, "mask_rcnn/false_positive": 0.15808483921300798, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 25.25, "time": 0.7752222688868642, "total_loss": 1.7321095300430898} {"data_time": 0.01651555299758911, "eta_seconds": 140736.72301903646, "iteration": 89759, "loss_fcos_cls": 0.2782138509210199, "loss_fcos_ctr": 0.6234145788475871, "loss_fcos_loc": 0.20470331283286214, "loss_mask": 0.2762995809316635, "loss_maskiou": 0.0064110351231647655, "loss_sem_seg": 0.2992254323326051, "lr": 0.01, "mask_rcnn/accuracy": 0.8669571995464853, "mask_rcnn/false_negative": 0.0977882915374742, "mask_rcnn/false_positive": 0.18118768918171363, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7982947919517756, "total_loss": 1.6973882294478244} {"data_time": 0.017552345991134644, "eta_seconds": 140755.6618776368, "iteration": 89779, "loss_fcos_cls": 0.2710763744544238, "loss_fcos_ctr": 0.622701380867511, "loss_fcos_loc": 0.2023319232976064, "loss_mask": 0.2799893571063876, "loss_maskiou": 0.0069118002720642835, "loss_sem_seg": 0.3012341666035354, "lr": 0.01, "mask_rcnn/accuracy": 0.8838373277776088, "mask_rcnn/false_negative": 0.10584213737352222, "mask_rcnn/false_positive": 0.1453245832632027, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7711987290531397, "total_loss": 1.6910824830047204} {"data_time": 0.01611797045916319, "eta_seconds": 140682.26299334597, "iteration": 89799, "loss_fcos_cls": 0.2897365605458617, "loss_fcos_ctr": 0.6255646012723446, "loss_fcos_loc": 0.2211033598287031, "loss_mask": 0.2969278497621417, "loss_maskiou": 0.007174662838224322, "loss_sem_seg": 0.33336029201745987, "lr": 0.01, "mask_rcnn/accuracy": 0.8832858143257303, "mask_rcnn/false_negative": 0.08771135239765854, "mask_rcnn/false_positive": 0.1581190436903951, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.77526353020221, "total_loss": 1.7716676027812355} {"data_time": 0.017308497801423073, "eta_seconds": 140689.87350432482, "iteration": 89819, "loss_fcos_cls": 0.2670710631646216, "loss_fcos_ctr": 0.6221922999247909, "loss_fcos_loc": 0.2088809043634683, "loss_mask": 0.2831172114238143, "loss_maskiou": 0.006591712241061032, "loss_sem_seg": 0.3024615019094199, "lr": 0.01, "mask_rcnn/accuracy": 0.8758249223602484, "mask_rcnn/false_negative": 0.11413091721418324, "mask_rcnn/false_positive": 0.1522294705130116, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7872716123238206, "total_loss": 1.693712996362592} {"data_time": 0.01649239845573902, "eta_seconds": 140635.9451249875, "iteration": 89839, "loss_fcos_cls": 0.265389786567539, "loss_fcos_ctr": 0.6209572562947869, "loss_fcos_loc": 0.2006406153086573, "loss_mask": 0.27606525644659996, "loss_maskiou": 0.0061236382243805565, "loss_sem_seg": 0.3142952094785869, "lr": 0.01, "mask_rcnn/accuracy": 0.8899720602526725, "mask_rcnn/false_negative": 0.08028953670682411, "mask_rcnn/false_positive": 0.1264759060924277, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7702510030940175, "total_loss": 1.6891531019136892} {"data_time": 0.01651198510080576, "eta_seconds": 140635.42121233698, "iteration": 89859, "loss_fcos_cls": 0.2791890213266015, "loss_fcos_ctr": 0.61771578527987, "loss_fcos_loc": 0.19862974801799282, "loss_mask": 0.2881641541607678, "loss_maskiou": 0.007529341921326704, "loss_sem_seg": 0.3123852373100817, "lr": 0.01, "mask_rcnn/accuracy": 0.8731539267492712, "mask_rcnn/false_negative": 0.09084042154654937, "mask_rcnn/false_positive": 0.1676121575821256, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 42.25, "time": 0.8012510603293777, "total_loss": 1.6898783232754795} {"data_time": 0.015801167115569115, "eta_seconds": 140729.16114975326, "iteration": 89879, "loss_fcos_cls": 0.2857989033218473, "loss_fcos_ctr": 0.6215011244639754, "loss_fcos_loc": 0.21105502801947296, "loss_mask": 0.28372067445889115, "loss_maskiou": 0.00693659829266835, "loss_sem_seg": 0.2846004390157759, "lr": 0.01, "mask_rcnn/accuracy": 0.8875573198331557, "mask_rcnn/false_negative": 0.09427404893324605, "mask_rcnn/false_positive": 0.11660817007243963, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.25, "time": 0.7966761635616422, "total_loss": 1.6834726757952012} {"data_time": 0.015972958877682686, "eta_seconds": 140713.53508048318, "iteration": 89899, "loss_fcos_cls": 0.2839709706604481, "loss_fcos_ctr": 0.6223445469513535, "loss_fcos_loc": 0.21078169252723455, "loss_mask": 0.2873107027262449, "loss_maskiou": 0.006976228280109353, "loss_sem_seg": 0.2775576296262443, "lr": 0.01, "mask_rcnn/accuracy": 0.8486717313298946, "mask_rcnn/false_negative": 0.09632460806506213, "mask_rcnn/false_positive": 0.20253103117355725, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 40.75, "time": 0.781013859435916, "total_loss": 1.719757230268442} {"data_time": 0.016013622283935547, "eta_seconds": 140646.47614428308, "iteration": 89919, "loss_fcos_cls": 0.2581666363403201, "loss_fcos_ctr": 0.6219013947993517, "loss_fcos_loc": 0.2006243981886655, "loss_mask": 0.2923374315723777, "loss_maskiou": 0.006623833411140367, "loss_sem_seg": 0.2958858124911785, "lr": 0.01, "mask_rcnn/accuracy": 0.865490848613671, "mask_rcnn/false_negative": 0.12328189870985692, "mask_rcnn/false_positive": 0.13540412414972325, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.7784156762063503, "total_loss": 1.7120307547884295} {"data_time": 0.01582614704966545, "eta_seconds": 140697.35015868675, "iteration": 89939, "loss_fcos_cls": 0.27101844851858914, "loss_fcos_ctr": 0.623613347299397, "loss_fcos_loc": 0.20783297624439, "loss_mask": 0.28316288255155087, "loss_maskiou": 0.006059988736524247, "loss_sem_seg": 0.2894460130482912, "lr": 0.01, "mask_rcnn/accuracy": 0.8586197242981699, "mask_rcnn/false_negative": 0.10461837324537361, "mask_rcnn/false_positive": 0.16883314190761126, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.25, "time": 0.8009726768359542, "total_loss": 1.692374213365838} {"data_time": 0.016429955139756203, "eta_seconds": 140719.79548767023, "iteration": 89959, "loss_fcos_cls": 0.29087144043296576, "loss_fcos_ctr": 0.6240784828551114, "loss_fcos_loc": 0.2113030132604763, "loss_mask": 0.2638217806816101, "loss_maskiou": 0.005957522458629683, "loss_sem_seg": 0.31864618277177215, "lr": 0.01, "mask_rcnn/accuracy": 0.8751809016875981, "mask_rcnn/false_negative": 0.11824272421616414, "mask_rcnn/false_positive": 0.13249566720837808, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7796756448224187, "total_loss": 1.7106830606935546} {"data_time": 0.018232781440019608, "eta_seconds": 140704.16351545416, "iteration": 89979, "loss_fcos_cls": 0.2754469921346754, "loss_fcos_ctr": 0.6214897967875004, "loss_fcos_loc": 0.1941400053910911, "loss_mask": 0.27686566952615976, "loss_maskiou": 0.006864019233034924, "loss_sem_seg": 0.3280473994091153, "lr": 0.01, "mask_rcnn/accuracy": 0.8901146079286542, "mask_rcnn/false_negative": 0.09236364738941302, "mask_rcnn/false_positive": 0.11174681658180907, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7852092776447535, "total_loss": 1.7060975742933806} {"data_time": 0.015378111973404884, "eta_seconds": 140737.48028567713, "iteration": 89999, "loss_fcos_cls": 0.2700369937811047, "loss_fcos_ctr": 0.6201658817008138, "loss_fcos_loc": 0.21021975204348564, "loss_mask": 0.29418576788157225, "loss_maskiou": 0.007179430656833574, "loss_sem_seg": 0.3496062597259879, "lr": 0.01, "mask_rcnn/accuracy": 0.8690145791708291, "mask_rcnn/false_negative": 0.11724088411289765, "mask_rcnn/false_positive": 0.15695561610546843, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 38.0, "time": 0.776861522346735, "total_loss": 1.722617298248224} {"data_time": 0.015644141472876072, "eta_seconds": 140783.98812629003, "iteration": 90019, "loss_fcos_cls": 0.2722913103643805, "loss_fcos_ctr": 0.625187860801816, "loss_fcos_loc": 0.2105511357076466, "loss_mask": 0.2834842000156641, "loss_maskiou": 0.0068574846955016255, "loss_sem_seg": 0.3134042490273714, "lr": 0.01, "mask_rcnn/accuracy": 0.86236162236778, "mask_rcnn/false_negative": 0.09598363170134616, "mask_rcnn/false_positive": 0.17741461762557148, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.25, "time": 0.7974251080304384, "total_loss": 1.7086405354202725} {"data_time": 0.016853214241564274, "eta_seconds": 140768.34380959813, "iteration": 90039, "loss_fcos_cls": 0.2775796229252592, "loss_fcos_ctr": 0.6216553938575089, "loss_fcos_loc": 0.20633757638279349, "loss_mask": 0.2852038210257888, "loss_maskiou": 0.007637001348484773, "loss_sem_seg": 0.33359915018081665, "lr": 0.01, "mask_rcnn/accuracy": 0.8579706503813647, "mask_rcnn/false_negative": 0.10911852059822902, "mask_rcnn/false_positive": 0.184008567955601, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7938800007104874, "total_loss": 1.7414282290264964} {"data_time": 0.016140488907694817, "eta_seconds": 140680.9010208603, "iteration": 90059, "loss_fcos_cls": 0.27696540392935276, "loss_fcos_ctr": 0.6220124224200845, "loss_fcos_loc": 0.2223683752818033, "loss_mask": 0.29841627832502127, "loss_maskiou": 0.007128492376068607, "loss_sem_seg": 0.25994879798963666, "lr": 0.01, "mask_rcnn/accuracy": 0.8757699674554207, "mask_rcnn/false_negative": 0.09573064473935625, "mask_rcnn/false_positive": 0.16041935586181166, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.0, "time": 0.7638805853202939, "total_loss": 1.6727195121493423} {"data_time": 0.016398264095187187, "eta_seconds": 140578.42723659147, "iteration": 90079, "loss_fcos_cls": 0.27559026842936873, "loss_fcos_ctr": 0.6225409936159849, "loss_fcos_loc": 0.2100749546661973, "loss_mask": 0.29615890234708786, "loss_maskiou": 0.0070237875552265905, "loss_sem_seg": 0.2929869331419468, "lr": 0.01, "mask_rcnn/accuracy": 0.8713788100434063, "mask_rcnn/false_negative": 0.12727875677108147, "mask_rcnn/false_positive": 0.14927309674973038, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.0, "time": 0.7802680684253573, "total_loss": 1.6866838278074283} {"data_time": 0.015731598250567913, "eta_seconds": 140649.62834792398, "iteration": 90099, "loss_fcos_cls": 0.2735341186635196, "loss_fcos_ctr": 0.6217869892716408, "loss_fcos_loc": 0.20748970366548747, "loss_mask": 0.2846597940661013, "loss_maskiou": 0.006470726380939595, "loss_sem_seg": 0.28869020054116845, "lr": 0.01, "mask_rcnn/accuracy": 0.8765287909005637, "mask_rcnn/false_negative": 0.1014618031576549, "mask_rcnn/false_positive": 0.15622524361879458, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7776539409533143, "total_loss": 1.7064178183136391} {"data_time": 0.016466818749904633, "eta_seconds": 140663.62942231167, "iteration": 90119, "loss_fcos_cls": 0.2646613558754325, "loss_fcos_ctr": 0.6209872611798346, "loss_fcos_loc": 0.207238030154258, "loss_mask": 0.2742604287341237, "loss_maskiou": 0.00619237247883575, "loss_sem_seg": 0.31581236934289336, "lr": 0.01, "mask_rcnn/accuracy": 0.880966585943133, "mask_rcnn/false_negative": 0.08706241014329005, "mask_rcnn/false_positive": 0.13582061444668186, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7899436093866825, "total_loss": 1.7011761283429223} {"data_time": 0.01752600632607937, "eta_seconds": 140677.85758076143, "iteration": 90139, "loss_fcos_cls": 0.26954087102785707, "loss_fcos_ctr": 0.6191787822172046, "loss_fcos_loc": 0.20392971159890294, "loss_mask": 0.28629049379378557, "loss_maskiou": 0.00715347497316543, "loss_sem_seg": 0.27573426673188806, "lr": 0.01, "mask_rcnn/accuracy": 0.8677382016808339, "mask_rcnn/false_negative": 0.09357822247785622, "mask_rcnn/false_positive": 0.15246732946212932, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 42.75, "time": 0.7842643540352583, "total_loss": 1.6987110293703154} {"data_time": 0.015417385846376419, "eta_seconds": 140705.97004603688, "iteration": 90159, "loss_fcos_cls": 0.2696055672131479, "loss_fcos_ctr": 0.6218836214393377, "loss_fcos_loc": 0.20659788069315255, "loss_mask": 0.2921594390645623, "loss_maskiou": 0.007884097372880206, "loss_sem_seg": 0.30698547256179154, "lr": 0.01, "mask_rcnn/accuracy": 0.8743108003669449, "mask_rcnn/false_negative": 0.10766027958367622, "mask_rcnn/false_positive": 0.12851296346947866, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.0, "time": 0.7983764726668596, "total_loss": 1.7122036169457715} {"data_time": 0.016283144243061543, "eta_seconds": 140685.1667888807, "iteration": 90179, "loss_fcos_cls": 0.2786782020702958, "loss_fcos_ctr": 0.6186232208274305, "loss_fcos_loc": 0.2044975504395552, "loss_mask": 0.27804662194103, "loss_maskiou": 0.006487224614829756, "loss_sem_seg": 0.28347479458898306, "lr": 0.01, "mask_rcnn/accuracy": 0.8760653093012907, "mask_rcnn/false_negative": 0.09871908024599013, "mask_rcnn/false_positive": 0.13840899252421024, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.75, "time": 0.7765621151775122, "total_loss": 1.6669096727491706} {"data_time": 0.015347007662057877, "eta_seconds": 140685.66918702796, "iteration": 90199, "loss_fcos_cls": 0.27804889529943466, "loss_fcos_ctr": 0.6232520146295428, "loss_fcos_loc": 0.21225518349092454, "loss_mask": 0.2833509808406234, "loss_maskiou": 0.006756703296559863, "loss_sem_seg": 0.30173405399546027, "lr": 0.01, "mask_rcnn/accuracy": 0.875874504360057, "mask_rcnn/false_negative": 0.09106977316256991, "mask_rcnn/false_positive": 0.1379947548441805, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7876260122284293, "total_loss": 1.7033219687946257} {"data_time": 0.01744606625288725, "eta_seconds": 140653.87229785044, "iteration": 90219, "loss_fcos_cls": 0.2697545550763607, "loss_fcos_ctr": 0.6228763796389103, "loss_fcos_loc": 0.21356838895007968, "loss_mask": 0.2898144172504544, "loss_maskiou": 0.007035366201307625, "loss_sem_seg": 0.3056613872759044, "lr": 0.01, "mask_rcnn/accuracy": 0.8640913217377576, "mask_rcnn/false_negative": 0.10040957201545493, "mask_rcnn/false_positive": 0.20210262666243167, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7776121431961656, "total_loss": 1.7267372337082634} {"data_time": 0.016235283575952053, "eta_seconds": 140599.64281625953, "iteration": 90239, "loss_fcos_cls": 0.26949600828811526, "loss_fcos_ctr": 0.6212841402739286, "loss_fcos_loc": 0.20832307974342257, "loss_mask": 0.28283530194312334, "loss_maskiou": 0.007255169555719476, "loss_sem_seg": 0.2958055939525366, "lr": 0.01, "mask_rcnn/accuracy": 0.8971679492671134, "mask_rcnn/false_negative": 0.10599734268009417, "mask_rcnn/false_positive": 0.1140113133236623, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.75, "time": 0.7756669139489532, "total_loss": 1.6861839242919814} {"data_time": 0.01596231199800968, "eta_seconds": 140568.5292137973, "iteration": 90259, "loss_fcos_cls": 0.27823250694200397, "loss_fcos_ctr": 0.6227564699947834, "loss_fcos_loc": 0.20924522064160556, "loss_mask": 0.28806924354285, "loss_maskiou": 0.006546917189552914, "loss_sem_seg": 0.27155677089467645, "lr": 0.01, "mask_rcnn/accuracy": 0.8893975554776152, "mask_rcnn/false_negative": 0.10006747714443817, "mask_rcnn/false_positive": 0.12291349765870885, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.25, "time": 0.7624461613595486, "total_loss": 1.6787845483304409} {"data_time": 0.015881424769759178, "eta_seconds": 140580.61200929526, "iteration": 90279, "loss_fcos_cls": 0.26884467573836446, "loss_fcos_ctr": 0.6228128615766764, "loss_fcos_loc": 0.20131036068778485, "loss_mask": 0.2770022703334689, "loss_maskiou": 0.0058068112848559394, "loss_sem_seg": 0.2965954658575356, "lr": 0.01, "mask_rcnn/accuracy": 0.8691947202988338, "mask_rcnn/false_negative": 0.09382321130986832, "mask_rcnn/false_positive": 0.15950491806517342, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7754377890378237, "total_loss": 1.7009964863100322} {"data_time": 0.016568307764828205, "eta_seconds": 140564.96769260336, "iteration": 90299, "loss_fcos_cls": 0.27381972898729146, "loss_fcos_ctr": 0.6179433576762676, "loss_fcos_loc": 0.19467665709089488, "loss_mask": 0.2780274264514446, "loss_maskiou": 0.007179730735515477, "loss_sem_seg": 0.31367707648314536, "lr": 0.01, "mask_rcnn/accuracy": 0.8955420545411147, "mask_rcnn/false_negative": 0.09778835170119549, "mask_rcnn/false_positive": 0.0930143609470894, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.75, "time": 0.7761561153456569, "total_loss": 1.6849926531140227} {"data_time": 0.015256877988576889, "eta_seconds": 140591.77493559197, "iteration": 90319, "loss_fcos_cls": 0.2775183611083776, "loss_fcos_ctr": 0.6229896824806929, "loss_fcos_loc": 0.2058313055895269, "loss_mask": 0.2888996209949255, "loss_maskiou": 0.006931171854375862, "loss_sem_seg": 0.28186509804800153, "lr": 0.01, "mask_rcnn/accuracy": 0.8787928964689324, "mask_rcnn/false_negative": 0.08654707067375389, "mask_rcnn/false_positive": 0.15272949374675682, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.7890220982953906, "total_loss": 1.6734406983814551} {"data_time": 0.017052137292921543, "eta_seconds": 140576.12589368597, "iteration": 90339, "loss_fcos_cls": 0.2618023818358779, "loss_fcos_ctr": 0.6215752745047212, "loss_fcos_loc": 0.20378143549896777, "loss_mask": 0.2827021088451147, "loss_maskiou": 0.006911944576131646, "loss_sem_seg": 0.3206585752777755, "lr": 0.01, "mask_rcnn/accuracy": 0.8934822892805081, "mask_rcnn/false_negative": 0.09046827099535884, "mask_rcnn/false_positive": 0.11382826690998099, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7829441223293543, "total_loss": 1.6766069381556008} {"data_time": 0.015748162753880024, "eta_seconds": 140564.70076876413, "iteration": 90359, "loss_fcos_cls": 0.2782241103705019, "loss_fcos_ctr": 0.6256091268733144, "loss_fcos_loc": 0.2204432354774326, "loss_mask": 0.2841514814645052, "loss_maskiou": 0.006325705784547608, "loss_sem_seg": 0.28886705031618476, "lr": 0.01, "mask_rcnn/accuracy": 0.8816912853851218, "mask_rcnn/false_negative": 0.09349979899984884, "mask_rcnn/false_positive": 0.16501761950561644, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.774079879745841, "total_loss": 1.708969387698744} {"data_time": 0.017185823991894722, "eta_seconds": 140552.01738856547, "iteration": 90379, "loss_fcos_cls": 0.26838874933309853, "loss_fcos_ctr": 0.6189149729907513, "loss_fcos_loc": 0.19997373782098293, "loss_mask": 0.27061272133141756, "loss_maskiou": 0.00667541561415419, "loss_sem_seg": 0.3165009552612901, "lr": 0.01, "mask_rcnn/accuracy": 0.8797349098369507, "mask_rcnn/false_negative": 0.0900896706507191, "mask_rcnn/false_positive": 0.1421976403857349, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7851875778287649, "total_loss": 1.7031158238678472} {"data_time": 0.01654656231403351, "eta_seconds": 140524.02963708714, "iteration": 90399, "loss_fcos_cls": 0.2734462327789515, "loss_fcos_ctr": 0.6237716488540173, "loss_fcos_loc": 0.2162396286148578, "loss_mask": 0.2892765384167433, "loss_maskiou": 0.006465287238825113, "loss_sem_seg": 0.31251602340489626, "lr": 0.01, "mask_rcnn/accuracy": 0.8640439384709108, "mask_rcnn/false_negative": 0.10115680249113816, "mask_rcnn/false_positive": 0.1757536608518536, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.0, "time": 0.7763264169916511, "total_loss": 1.706904012033192} {"data_time": 0.017415273003280163, "eta_seconds": 140497.39984269906, "iteration": 90419, "loss_fcos_cls": 0.26871037879027426, "loss_fcos_ctr": 0.6220998847857118, "loss_fcos_loc": 0.20710900047561154, "loss_mask": 0.2787077520042658, "loss_maskiou": 0.007166256313212216, "loss_sem_seg": 0.30977624212391675, "lr": 0.01, "mask_rcnn/accuracy": 0.848019752255741, "mask_rcnn/false_negative": 0.11752706688798276, "mask_rcnn/false_positive": 0.17855936198249614, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.0, "time": 0.7942386381328106, "total_loss": 1.7027216214482905} {"data_time": 0.015364080667495728, "eta_seconds": 140646.44778574258, "iteration": 90439, "loss_fcos_cls": 0.2794961042236537, "loss_fcos_ctr": 0.6222613290883601, "loss_fcos_loc": 0.21196468081325293, "loss_mask": 0.2857662383466959, "loss_maskiou": 0.007270214569871314, "loss_sem_seg": 0.28340715542435646, "lr": 0.01, "mask_rcnn/accuracy": 0.8696074529435834, "mask_rcnn/false_negative": 0.096479849496422, "mask_rcnn/false_positive": 0.16673600534597163, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7957155257463455, "total_loss": 1.6802148695278447} {"data_time": 0.015483837574720383, "eta_seconds": 140678.67364890687, "iteration": 90459, "loss_fcos_cls": 0.27951668621972203, "loss_fcos_ctr": 0.62259039003402, "loss_fcos_loc": 0.21128775249235332, "loss_mask": 0.29859115555882454, "loss_maskiou": 0.007076725880324375, "loss_sem_seg": 0.31589004630222917, "lr": 0.01, "mask_rcnn/accuracy": 0.8503834092925707, "mask_rcnn/false_negative": 0.1223831769036785, "mask_rcnn/false_positive": 0.15945580352080413, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.75, "time": 0.7962286109104753, "total_loss": 1.7400112504692515} {"data_time": 0.016393667086958885, "eta_seconds": 140744.0975125488, "iteration": 90479, "loss_fcos_cls": 0.267927348788362, "loss_fcos_ctr": 0.621414260007441, "loss_fcos_loc": 0.20714544679503888, "loss_mask": 0.2887647575698793, "loss_maskiou": 0.006804420612752438, "loss_sem_seg": 0.2678635357879102, "lr": 0.01, "mask_rcnn/accuracy": 0.8887702628519762, "mask_rcnn/false_negative": 0.1020873185287329, "mask_rcnn/false_positive": 0.1634210163193951, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.25, "time": 0.7831701347604394, "total_loss": 1.6624230485467706} {"data_time": 0.01652881782501936, "eta_seconds": 140769.27956410404, "iteration": 90499, "loss_fcos_cls": 0.29070386313833296, "loss_fcos_ctr": 0.6230239775031805, "loss_fcos_loc": 0.21380181750282645, "loss_mask": 0.29312237864360213, "loss_maskiou": 0.006936664351087529, "loss_sem_seg": 0.3117350119864568, "lr": 0.01, "mask_rcnn/accuracy": 0.8455520439022384, "mask_rcnn/false_negative": 0.10840450978476138, "mask_rcnn/false_positive": 0.19758910981471167, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.0, "time": 0.8011986603960395, "total_loss": 1.7540106806554832} {"data_time": 0.015064903534948826, "eta_seconds": 140786.02072508354, "iteration": 90519, "loss_fcos_cls": 0.274353648070246, "loss_fcos_ctr": 0.6239561829715967, "loss_fcos_loc": 0.21069239359349012, "loss_mask": 0.28926602844148874, "loss_maskiou": 0.007519138322095387, "loss_sem_seg": 0.2972937095910311, "lr": 0.01, "mask_rcnn/accuracy": 0.8671759044526901, "mask_rcnn/false_negative": 0.10267374027688078, "mask_rcnn/false_positive": 0.1564607149923548, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.75, "time": 0.7892916612327099, "total_loss": 1.71150982916879} {"data_time": 0.016967294737696648, "eta_seconds": 140745.5994683234, "iteration": 90539, "loss_fcos_cls": 0.2820422276854515, "loss_fcos_ctr": 0.6243644133210182, "loss_fcos_loc": 0.21810648846440017, "loss_mask": 0.27607904467731714, "loss_maskiou": 0.006593107056687586, "loss_sem_seg": 0.3278371535707265, "lr": 0.01, "mask_rcnn/accuracy": 0.8833683549407605, "mask_rcnn/false_negative": 0.1115141900235004, "mask_rcnn/false_positive": 0.133275325587532, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 23.75, "time": 0.7730524986982346, "total_loss": 1.7399376662360737} {"data_time": 0.01595284417271614, "eta_seconds": 140754.64447451103, "iteration": 90559, "loss_fcos_cls": 0.27998072974151, "loss_fcos_ctr": 0.6218225993216038, "loss_fcos_loc": 0.1967925481731072, "loss_mask": 0.27876787818968296, "loss_maskiou": 0.006789016733819153, "loss_sem_seg": 0.319597118999809, "lr": 0.01, "mask_rcnn/accuracy": 0.8793473639455782, "mask_rcnn/false_negative": 0.09015216783154431, "mask_rcnn/false_positive": 0.14645961200788243, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.75, "time": 0.7945200242102146, "total_loss": 1.6766416221653344} {"data_time": 0.016364754177629948, "eta_seconds": 140583.15356941335, "iteration": 90579, "loss_fcos_cls": 0.2895701879169792, "loss_fcos_ctr": 0.622239947784692, "loss_fcos_loc": 0.21810197198647074, "loss_mask": 0.2896471777930856, "loss_maskiou": 0.006595216662390158, "loss_sem_seg": 0.3145621339790523, "lr": 0.01, "mask_rcnn/accuracy": 0.8608702992066392, "mask_rcnn/false_negative": 0.13902728994421382, "mask_rcnn/false_positive": 0.13351734195288967, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7661251062527299, "total_loss": 1.7600032909977017} {"data_time": 0.018505926243960857, "eta_seconds": 140521.1230679825, "iteration": 90599, "loss_fcos_cls": 0.270946450997144, "loss_fcos_ctr": 0.6242878003977239, "loss_fcos_loc": 0.2154578847112134, "loss_mask": 0.27612761268392205, "loss_maskiou": 0.006497051552287303, "loss_sem_seg": 0.3403531862422824, "lr": 0.01, "mask_rcnn/accuracy": 0.8779657403691814, "mask_rcnn/false_negative": 0.09887075404441519, "mask_rcnn/false_positive": 0.12833780083070245, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 39.75, "time": 0.7724034143611789, "total_loss": 1.7159951484791236} {"data_time": 0.017379756085574627, "eta_seconds": 140505.45747826248, "iteration": 90619, "loss_fcos_cls": 0.28335568122565746, "loss_fcos_ctr": 0.6227378873154521, "loss_fcos_loc": 0.21037557336967438, "loss_mask": 0.2826024377718568, "loss_maskiou": 0.006555151237989776, "loss_sem_seg": 0.3490487870294601, "lr": 0.01, "mask_rcnn/accuracy": 0.8803449636211516, "mask_rcnn/false_negative": 0.10562530991254387, "mask_rcnn/false_positive": 0.15380353315446957, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.7968435902148485, "total_loss": 1.7303421154938405} {"data_time": 0.01612382661551237, "eta_seconds": 140565.22380679473, "iteration": 90639, "loss_fcos_cls": 0.29014322836883366, "loss_fcos_ctr": 0.6226254468783736, "loss_fcos_loc": 0.20685008028522134, "loss_mask": 0.2827618923038244, "loss_maskiou": 0.0065961404325207695, "loss_sem_seg": 0.29506894666701555, "lr": 0.01, "mask_rcnn/accuracy": 0.8853602958037148, "mask_rcnn/false_negative": 0.10261521649866467, "mask_rcnn/false_positive": 0.16077970618330245, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7843476822599769, "total_loss": 1.735522796792793} {"data_time": 0.016478313133120537, "eta_seconds": 140602.9778800141, "iteration": 90659, "loss_fcos_cls": 0.27790894359350204, "loss_fcos_ctr": 0.6232003783807158, "loss_fcos_loc": 0.21064396062865853, "loss_mask": 0.2794308075681329, "loss_maskiou": 0.006616729762754403, "loss_sem_seg": 0.29248868115246296, "lr": 0.01, "mask_rcnn/accuracy": 0.8826338806199172, "mask_rcnn/false_negative": 0.09191717905946514, "mask_rcnn/false_positive": 0.15498913318093926, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.75, "time": 0.7864026324823499, "total_loss": 1.6690876065404154} {"data_time": 0.017929159104824066, "eta_seconds": 140733.30515513476, "iteration": 90679, "loss_fcos_cls": 0.27529171225614846, "loss_fcos_ctr": 0.6226686239242554, "loss_fcos_loc": 0.20011807774426416, "loss_mask": 0.2703912630677223, "loss_maskiou": 0.006884538204758428, "loss_sem_seg": 0.27715827198699117, "lr": 0.01, "mask_rcnn/accuracy": 0.883219421489526, "mask_rcnn/false_negative": 0.1014964554030609, "mask_rcnn/false_positive": 0.1449111845031629, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7915054075419903, "total_loss": 1.6475234159006504} {"data_time": 0.01925793942064047, "eta_seconds": 140614.89967404865, "iteration": 90699, "loss_fcos_cls": 0.2781879482790828, "loss_fcos_ctr": 0.6238142810761929, "loss_fcos_loc": 0.2148884154157713, "loss_mask": 0.28140551690012217, "loss_maskiou": 0.006675664393696934, "loss_sem_seg": 0.3047797540202737, "lr": 0.01, "mask_rcnn/accuracy": 0.8833692346824713, "mask_rcnn/false_negative": 0.0961222315511355, "mask_rcnn/false_positive": 0.14217603455004918, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7650922406464815, "total_loss": 1.7083414891058055} {"data_time": 0.01773915160447359, "eta_seconds": 140596.7499319343, "iteration": 90719, "loss_fcos_cls": 0.271765312878415, "loss_fcos_ctr": 0.6214498449116945, "loss_fcos_loc": 0.2101107039488852, "loss_mask": 0.2932218424975872, "loss_maskiou": 0.007319171192648355, "loss_sem_seg": 0.3104347065091133, "lr": 0.01, "mask_rcnn/accuracy": 0.8783731866240472, "mask_rcnn/false_negative": 0.08602129299824873, "mask_rcnn/false_positive": 0.13140381695308687, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.0, "time": 0.7870027506724, "total_loss": 1.711734100645117} {"data_time": 0.017462143674492836, "eta_seconds": 140653.39041752834, "iteration": 90739, "loss_fcos_cls": 0.2677058526314795, "loss_fcos_ctr": 0.62211783695966, "loss_fcos_loc": 0.20886016578879207, "loss_mask": 0.28245858289301395, "loss_maskiou": 0.006565070114447735, "loss_sem_seg": 0.29891847912222147, "lr": 0.01, "mask_rcnn/accuracy": 0.8753455159705159, "mask_rcnn/false_negative": 0.11219244366851963, "mask_rcnn/false_positive": 0.1422000610165166, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7888643406331539, "total_loss": 1.6805267092277063} {"data_time": 0.01651701144874096, "eta_seconds": 140469.6867688112, "iteration": 90759, "loss_fcos_cls": 0.2742603123188019, "loss_fcos_ctr": 0.6226974092423916, "loss_fcos_loc": 0.207545772427693, "loss_mask": 0.27568249870091677, "loss_maskiou": 0.006694844276353251, "loss_sem_seg": 0.2814346041996032, "lr": 0.01, "mask_rcnn/accuracy": 0.8747506724589925, "mask_rcnn/false_negative": 0.1081195511000567, "mask_rcnn/false_positive": 0.13536896803312864, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.776171762496233, "total_loss": 1.6714279116567923} {"data_time": 0.014704442583024502, "eta_seconds": 140552.1605260577, "iteration": 90779, "loss_fcos_cls": 0.26965459645725787, "loss_fcos_ctr": 0.6226427648216486, "loss_fcos_loc": 0.20636544621083885, "loss_mask": 0.271528834477067, "loss_maskiou": 0.006357103105983697, "loss_sem_seg": 0.3186184763908386, "lr": 0.01, "mask_rcnn/accuracy": 0.8779011604641856, "mask_rcnn/false_negative": 0.1035091968263736, "mask_rcnn/false_positive": 0.13313697888550394, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.7829556539654732, "total_loss": 1.6701080178499979} {"data_time": 0.01601759623736143, "eta_seconds": 140536.47573905997, "iteration": 90799, "loss_fcos_cls": 0.2876744344830513, "loss_fcos_ctr": 0.6246167933568358, "loss_fcos_loc": 0.21495816856622696, "loss_mask": 0.28439329005777836, "loss_maskiou": 0.007660898489120882, "loss_sem_seg": 0.29738160711713135, "lr": 0.01, "mask_rcnn/accuracy": 0.8476299599743045, "mask_rcnn/false_negative": 0.11733081169564355, "mask_rcnn/false_positive": 0.18141547497480082, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7766270637512207, "total_loss": 1.7396034408884589} {"data_time": 0.01570976059883833, "eta_seconds": 140395.10447339527, "iteration": 90819, "loss_fcos_cls": 0.2835565104614943, "loss_fcos_ctr": 0.6211281633004546, "loss_fcos_loc": 0.20262452401220798, "loss_mask": 0.2853115117177367, "loss_maskiou": 0.00672690273495391, "loss_sem_seg": 0.3202861500903964, "lr": 0.01, "mask_rcnn/accuracy": 0.8619812817053076, "mask_rcnn/false_negative": 0.10995010697277505, "mask_rcnn/false_positive": 0.18056368038523332, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7732572639361024, "total_loss": 1.7103701274681953} {"data_time": 0.01556206215173006, "eta_seconds": 140406.99143157527, "iteration": 90839, "loss_fcos_cls": 0.27512805815786123, "loss_fcos_ctr": 0.6229267809540033, "loss_fcos_loc": 0.21493962360545993, "loss_mask": 0.2831245567649603, "loss_maskiou": 0.006177882125484757, "loss_sem_seg": 0.31970004504546523, "lr": 0.01, "mask_rcnn/accuracy": 0.8731323955638594, "mask_rcnn/false_negative": 0.10460501273424233, "mask_rcnn/false_positive": 0.15739523852302492, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.75, "time": 0.7830702727660537, "total_loss": 1.732024173703394} {"data_time": 0.01924788486212492, "eta_seconds": 140363.76295739226, "iteration": 90859, "loss_fcos_cls": 0.27294710907153785, "loss_fcos_ctr": 0.6215804200619459, "loss_fcos_loc": 0.20904017833527178, "loss_mask": 0.29512759018689394, "loss_maskiou": 0.006894262682180852, "loss_sem_seg": 0.32234525866806507, "lr": 0.01, "mask_rcnn/accuracy": 0.8582928931409741, "mask_rcnn/false_negative": 0.12423283350655648, "mask_rcnn/false_positive": 0.1778323660586633, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.783745838329196, "total_loss": 1.7330444327817531} {"data_time": 0.016898435540497303, "eta_seconds": 140272.13764431328, "iteration": 90879, "loss_fcos_cls": 0.28146433690562844, "loss_fcos_ctr": 0.6215284010395408, "loss_fcos_loc": 0.20986020215786994, "loss_mask": 0.2853850033134222, "loss_maskiou": 0.008121367733110674, "loss_sem_seg": 0.3094333043554798, "lr": 0.01, "mask_rcnn/accuracy": 0.8648946675444371, "mask_rcnn/false_negative": 0.11698530303058177, "mask_rcnn/false_positive": 0.15398456427225815, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.0, "time": 0.7814567312598228, "total_loss": 1.716409024760651} {"data_time": 0.016887624748051167, "eta_seconds": 140240.21228868887, "iteration": 90899, "loss_fcos_cls": 0.2697095889598131, "loss_fcos_ctr": 0.6234703613445163, "loss_fcos_loc": 0.2054704986512661, "loss_mask": 0.2890000147745013, "loss_maskiou": 0.006988735200138763, "loss_sem_seg": 0.2811315832659602, "lr": 0.01, "mask_rcnn/accuracy": 0.8854239552964043, "mask_rcnn/false_negative": 0.09238911349441761, "mask_rcnn/false_positive": 0.15487345775881478, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7632793290540576, "total_loss": 1.6624866311613005} {"data_time": 0.017360645346343517, "eta_seconds": 140232.35740028787, "iteration": 90919, "loss_fcos_cls": 0.27762804459780455, "loss_fcos_ctr": 0.6210367707535625, "loss_fcos_loc": 0.20722069358453155, "loss_mask": 0.26091698464006186, "loss_maskiou": 0.00629533916071523, "loss_sem_seg": 0.2955178280826658, "lr": 0.01, "mask_rcnn/accuracy": 0.8689717846202808, "mask_rcnn/false_negative": 0.11998132365348163, "mask_rcnn/false_positive": 0.1513493849733242, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7837455216795206, "total_loss": 1.6699639433791162} {"data_time": 0.015943683683872223, "eta_seconds": 140216.69606743846, "iteration": 90939, "loss_fcos_cls": 0.2787708875257522, "loss_fcos_ctr": 0.6241182843223214, "loss_fcos_loc": 0.20854605004569748, "loss_mask": 0.28312372881919146, "loss_maskiou": 0.006403109771781601, "loss_sem_seg": 0.3166858465410769, "lr": 0.01, "mask_rcnn/accuracy": 0.8708118966477629, "mask_rcnn/false_negative": 0.11915776001150494, "mask_rcnn/false_positive": 0.1400547281645153, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.0, "time": 0.7912943502888083, "total_loss": 1.6883869766243151} {"data_time": 0.016257433220744133, "eta_seconds": 140177.64809186663, "iteration": 90959, "loss_fcos_cls": 0.2860817590262741, "loss_fcos_ctr": 0.6243426352739334, "loss_fcos_loc": 0.21745492331683636, "loss_mask": 0.2905741287395358, "loss_maskiou": 0.006789777660742402, "loss_sem_seg": 0.3456545048393309, "lr": 0.01, "mask_rcnn/accuracy": 0.8788963293650793, "mask_rcnn/false_negative": 0.11326387591052953, "mask_rcnn/false_positive": 0.1377263806482288, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.25, "time": 0.7634487021714449, "total_loss": 1.7625340532831615} {"data_time": 0.0159230949357152, "eta_seconds": 140161.98937145155, "iteration": 90979, "loss_fcos_cls": 0.27662423392757773, "loss_fcos_ctr": 0.6233463706448674, "loss_fcos_loc": 0.20908470219001174, "loss_mask": 0.28713711723685265, "loss_maskiou": 0.006733452493790537, "loss_sem_seg": 0.31188218342140317, "lr": 0.01, "mask_rcnn/accuracy": 0.8856504006241672, "mask_rcnn/false_negative": 0.07494140964300505, "mask_rcnn/false_positive": 0.1509065493748103, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7770487926900387, "total_loss": 1.6888601261307485} {"data_time": 0.017824087291955948, "eta_seconds": 140161.90998312458, "iteration": 90999, "loss_fcos_cls": 0.2698235542047769, "loss_fcos_ctr": 0.6202565627172589, "loss_fcos_loc": 0.2000157863367349, "loss_mask": 0.2757992837578058, "loss_maskiou": 0.00705935840960592, "loss_sem_seg": 0.29872190579771996, "lr": 0.01, "mask_rcnn/accuracy": 0.8915254095059076, "mask_rcnn/false_negative": 0.10394851278522646, "mask_rcnn/false_positive": 0.13443489806139097, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.7844120608642697, "total_loss": 1.6901086107900483} {"data_time": 0.015833931043744087, "eta_seconds": 140130.67193062138, "iteration": 91019, "loss_fcos_cls": 0.29012967785820365, "loss_fcos_ctr": 0.6237951312214136, "loss_fcos_loc": 0.20885046408511698, "loss_mask": 0.2880888651125133, "loss_maskiou": 0.006837712455308065, "loss_sem_seg": 0.30564105324447155, "lr": 0.01, "mask_rcnn/accuracy": 0.8771834878317524, "mask_rcnn/false_negative": 0.1037931219948659, "mask_rcnn/false_positive": 0.1709332664008147, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.5, "time": 0.786660929210484, "total_loss": 1.7352857023797696} {"data_time": 0.015753895975649357, "eta_seconds": 140063.98306125496, "iteration": 91039, "loss_fcos_cls": 0.28185577830299735, "loss_fcos_ctr": 0.6231895834207535, "loss_fcos_loc": 0.21057721273973584, "loss_mask": 0.28685351368039846, "loss_maskiou": 0.006377993311616592, "loss_sem_seg": 0.29415717208757997, "lr": 0.01, "mask_rcnn/accuracy": 0.8725995947357932, "mask_rcnn/false_negative": 0.09475330779998069, "mask_rcnn/false_positive": 0.16622666353468027, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7990308860316873, "total_loss": 1.7323849980093655} {"data_time": 0.01589931920170784, "eta_seconds": 140048.33004377503, "iteration": 91059, "loss_fcos_cls": 0.28535309177823365, "loss_fcos_ctr": 0.6214034021832049, "loss_fcos_loc": 0.21279164496809244, "loss_mask": 0.2777535254135728, "loss_maskiou": 0.00696621179668, "loss_sem_seg": 0.3399060405790806, "lr": 0.01, "mask_rcnn/accuracy": 0.8886004923848303, "mask_rcnn/false_negative": 0.09488373770188505, "mask_rcnn/false_positive": 0.12911000405728368, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7805396094918251, "total_loss": 1.7517146394820884} {"data_time": 0.016196697019040585, "eta_seconds": 140067.60167163517, "iteration": 91079, "loss_fcos_cls": 0.281855714507401, "loss_fcos_ctr": 0.621957803145051, "loss_fcos_loc": 0.20948519767262042, "loss_mask": 0.27089196257293224, "loss_maskiou": 0.006919865481904708, "loss_sem_seg": 0.3142713443376124, "lr": 0.01, "mask_rcnn/accuracy": 0.8859024498229044, "mask_rcnn/false_negative": 0.09482803119433489, "mask_rcnn/false_positive": 0.13686585778058807, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.25, "time": 0.7835774794220924, "total_loss": 1.731318026650115} {"data_time": 0.01568731665611267, "eta_seconds": 139961.73147421144, "iteration": 91099, "loss_fcos_cls": 0.268148330738768, "loss_fcos_ctr": 0.6195659884251654, "loss_fcos_loc": 0.20302282483316958, "loss_mask": 0.28004142362624407, "loss_maskiou": 0.0062593959155492485, "loss_sem_seg": 0.31724182330071926, "lr": 0.01, "mask_rcnn/accuracy": 0.8992740614764425, "mask_rcnn/false_negative": 0.09838089029818148, "mask_rcnn/false_positive": 0.12387477162548534, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.25, "time": 0.7731950962916017, "total_loss": 1.7181694930477533} {"data_time": 0.016709660179913044, "eta_seconds": 139946.08463808708, "iteration": 91119, "loss_fcos_cls": 0.2909882615786046, "loss_fcos_ctr": 0.6251177126541734, "loss_fcos_loc": 0.21337304438930005, "loss_mask": 0.2748968852683902, "loss_maskiou": 0.007082527037709951, "loss_sem_seg": 0.3343212394975126, "lr": 0.01, "mask_rcnn/accuracy": 0.8865157765233753, "mask_rcnn/false_negative": 0.08374608626840088, "mask_rcnn/false_positive": 0.13103947321152754, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.25, "time": 0.7898365892469883, "total_loss": 1.7599815852445317} {"data_time": 0.01582226250320673, "eta_seconds": 139896.60495550558, "iteration": 91139, "loss_fcos_cls": 0.2774199217092246, "loss_fcos_ctr": 0.6220730575732887, "loss_fcos_loc": 0.20956814684905112, "loss_mask": 0.27525530429556966, "loss_maskiou": 0.007103790907422081, "loss_sem_seg": 0.31683463929221034, "lr": 0.01, "mask_rcnn/accuracy": 0.9005847468857673, "mask_rcnn/false_negative": 0.08041512323553127, "mask_rcnn/false_positive": 0.1382873478009336, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.75, "time": 0.7598068388178945, "total_loss": 1.745893644518219} {"data_time": 0.015915182419121265, "eta_seconds": 139839.39502351824, "iteration": 91159, "loss_fcos_cls": 0.26811503898352385, "loss_fcos_ctr": 0.6243350068107247, "loss_fcos_loc": 0.2100648006889969, "loss_mask": 0.2863806001842022, "loss_maskiou": 0.006675394703052007, "loss_sem_seg": 0.3126063710078597, "lr": 0.01, "mask_rcnn/accuracy": 0.877248525253381, "mask_rcnn/false_negative": 0.09500724834248056, "mask_rcnn/false_positive": 0.15027933451856484, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.8031170861795545, "total_loss": 1.6902939378924202} {"data_time": 0.01585987303406, "eta_seconds": 139865.31884954497, "iteration": 91179, "loss_fcos_cls": 0.266667204676196, "loss_fcos_ctr": 0.6226135781034827, "loss_fcos_loc": 0.20211635087616742, "loss_mask": 0.2694657491520047, "loss_maskiou": 0.006569299701368436, "loss_sem_seg": 0.3084561852738261, "lr": 0.01, "mask_rcnn/accuracy": 0.8920361781076067, "mask_rcnn/false_negative": 0.08247051900866638, "mask_rcnn/false_positive": 0.14238185484295268, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7792464233934879, "total_loss": 1.6812669682331034} {"data_time": 0.017122915014624596, "eta_seconds": 139675.9548358405, "iteration": 91199, "loss_fcos_cls": 0.27080821385607123, "loss_fcos_ctr": 0.6255017882212996, "loss_fcos_loc": 0.2174996673129499, "loss_mask": 0.2859125626273453, "loss_maskiou": 0.006552274324349128, "loss_sem_seg": 0.32584881596267223, "lr": 0.01, "mask_rcnn/accuracy": 0.8798843942338841, "mask_rcnn/false_negative": 0.1064899211301098, "mask_rcnn/false_positive": 0.15720564095540296, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7698222482576966, "total_loss": 1.732023579577799} {"data_time": 0.016199449077248573, "eta_seconds": 139589.89637560397, "iteration": 91219, "loss_fcos_cls": 0.2678405069746077, "loss_fcos_ctr": 0.6219956963323057, "loss_fcos_loc": 0.19920195010490716, "loss_mask": 0.27022272162139416, "loss_maskiou": 0.006275029445532709, "loss_sem_seg": 0.27994477190077305, "lr": 0.01, "mask_rcnn/accuracy": 0.8923256802721089, "mask_rcnn/false_negative": 0.10510536739633976, "mask_rcnn/false_positive": 0.1313741725349848, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 23.0, "time": 0.7537780040875077, "total_loss": 1.649579708406236} {"data_time": 0.014935467392206192, "eta_seconds": 139638.2631582655, "iteration": 91239, "loss_fcos_cls": 0.27732435101643205, "loss_fcos_ctr": 0.6228250814601779, "loss_fcos_loc": 0.20425894716754556, "loss_mask": 0.2865576557815075, "loss_maskiou": 0.00712542561814189, "loss_sem_seg": 0.3134451718069613, "lr": 0.01, "mask_rcnn/accuracy": 0.8768399385107817, "mask_rcnn/false_negative": 0.09014679986551974, "mask_rcnn/false_positive": 0.15187900069754712, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7829989586025476, "total_loss": 1.6824400598561624} {"data_time": 0.015089528635144234, "eta_seconds": 139712.44508127496, "iteration": 91259, "loss_fcos_cls": 0.26922643976286054, "loss_fcos_ctr": 0.6208315500989556, "loss_fcos_loc": 0.2084690753254108, "loss_mask": 0.27179328352212906, "loss_maskiou": 0.00600321231468115, "loss_sem_seg": 0.3054330535233021, "lr": 0.01, "mask_rcnn/accuracy": 0.8801185315086761, "mask_rcnn/false_negative": 0.08488201120322035, "mask_rcnn/false_positive": 0.15785870989240877, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.75, "time": 0.7847263878211379, "total_loss": 1.7102914779243292} {"data_time": 0.015265028923749924, "eta_seconds": 139696.81213247404, "iteration": 91279, "loss_fcos_cls": 0.2750770868733525, "loss_fcos_ctr": 0.6219620043411851, "loss_fcos_loc": 0.20969183393754065, "loss_mask": 0.28879284486174583, "loss_maskiou": 0.00696964978124015, "loss_sem_seg": 0.27016315842047334, "lr": 0.01, "mask_rcnn/accuracy": 0.8824126872971412, "mask_rcnn/false_negative": 0.08818313811067795, "mask_rcnn/false_positive": 0.14357335697331314, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.0, "time": 0.780259027145803, "total_loss": 1.6853062917216448} {"data_time": 0.01587421726435423, "eta_seconds": 139690.17396624573, "iteration": 91299, "loss_fcos_cls": 0.2696844597812742, "loss_fcos_ctr": 0.6201943531632423, "loss_fcos_loc": 0.20905173453502357, "loss_mask": 0.28190217446535826, "loss_maskiou": 0.006902340130181983, "loss_sem_seg": 0.2983400425873697, "lr": 0.01, "mask_rcnn/accuracy": 0.8880161241711875, "mask_rcnn/false_negative": 0.09687900106633254, "mask_rcnn/false_positive": 0.13790303562074155, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7891477653756738, "total_loss": 1.6928080375000718} {"data_time": 0.014916164800524712, "eta_seconds": 139648.2454557186, "iteration": 91319, "loss_fcos_cls": 0.27702957997098565, "loss_fcos_ctr": 0.6231750180013478, "loss_fcos_loc": 0.21772900549694896, "loss_mask": 0.3025729674845934, "loss_maskiou": 0.008107535584713332, "loss_sem_seg": 0.3116132509894669, "lr": 0.01, "mask_rcnn/accuracy": 0.8632681094415788, "mask_rcnn/false_negative": 0.10767060142337652, "mask_rcnn/false_positive": 0.1520170957938885, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 23.5, "time": 0.7838077647611499, "total_loss": 1.7531380474101752} {"data_time": 0.015902954153716564, "eta_seconds": 139632.6144434167, "iteration": 91339, "loss_fcos_cls": 0.2788441114826128, "loss_fcos_ctr": 0.6236052950844169, "loss_fcos_loc": 0.21030014811549336, "loss_mask": 0.28518617432564497, "loss_maskiou": 0.006977696670219302, "loss_sem_seg": 0.3037076825276017, "lr": 0.01, "mask_rcnn/accuracy": 0.8756453746373101, "mask_rcnn/false_negative": 0.10666361331027435, "mask_rcnn/false_positive": 0.15254601928170927, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7828152040019631, "total_loss": 1.7042993155992008} {"data_time": 0.016698808409273624, "eta_seconds": 139643.27209978737, "iteration": 91359, "loss_fcos_cls": 0.27534464886412024, "loss_fcos_ctr": 0.6222598431631923, "loss_fcos_loc": 0.20822877227328718, "loss_mask": 0.2872805669903755, "loss_maskiou": 0.007660060378839262, "loss_sem_seg": 0.30298773059621453, "lr": 0.01, "mask_rcnn/accuracy": 0.8732931659505908, "mask_rcnn/false_negative": 0.10157356788805719, "mask_rcnn/false_positive": 0.1665068842194798, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7940470399335027, "total_loss": 1.7333920961100375} {"data_time": 0.01661607902497053, "eta_seconds": 139528.9028568454, "iteration": 91379, "loss_fcos_cls": 0.25782821443863213, "loss_fcos_ctr": 0.6216127602383494, "loss_fcos_loc": 0.2049977631540969, "loss_mask": 0.2845715032890439, "loss_maskiou": 0.006391064656781964, "loss_sem_seg": 0.3011170984245837, "lr": 0.01, "mask_rcnn/accuracy": 0.8764818119365974, "mask_rcnn/false_negative": 0.10417078459217041, "mask_rcnn/false_positive": 0.15487962781426656, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7684941291809082, "total_loss": 1.66305714975897} {"data_time": 0.018181866966187954, "eta_seconds": 139449.35469976813, "iteration": 91399, "loss_fcos_cls": 0.2787583409808576, "loss_fcos_ctr": 0.6232809121720493, "loss_fcos_loc": 0.21246092626824975, "loss_mask": 0.27535823080688715, "loss_maskiou": 0.0062924621379352175, "loss_sem_seg": 0.28303784038871527, "lr": 0.01, "mask_rcnn/accuracy": 0.8857641614338043, "mask_rcnn/false_negative": 0.09877268099529168, "mask_rcnn/false_positive": 0.16806982015515304, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7724134614691138, "total_loss": 1.7105666857023607} {"data_time": 0.01859745103865862, "eta_seconds": 139433.08250671718, "iteration": 91419, "loss_fcos_cls": 0.2784308628179133, "loss_fcos_ctr": 0.6241879556328058, "loss_fcos_loc": 0.21729018376208842, "loss_mask": 0.29356806073337793, "loss_maskiou": 0.006679906124190893, "loss_sem_seg": 0.3070401535369456, "lr": 0.01, "mask_rcnn/accuracy": 0.8780427833784116, "mask_rcnn/false_negative": 0.08918371923274988, "mask_rcnn/false_positive": 0.12916366434723298, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.782744531519711, "total_loss": 1.7273572633130243} {"data_time": 0.016476742923259735, "eta_seconds": 139420.54916987196, "iteration": 91439, "loss_fcos_cls": 0.28532507736235857, "loss_fcos_ctr": 0.6236557830125093, "loss_fcos_loc": 0.21444177371449769, "loss_mask": 0.290057223290205, "loss_maskiou": 0.007295533403521404, "loss_sem_seg": 0.2897414518520236, "lr": 0.01, "mask_rcnn/accuracy": 0.8887294971038813, "mask_rcnn/false_negative": 0.09864887488602064, "mask_rcnn/false_positive": 0.15680661481038177, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.8115927344188094, "total_loss": 1.734547682790435} {"data_time": 0.017239942215383053, "eta_seconds": 139401.8511702353, "iteration": 91459, "loss_fcos_cls": 0.27306849928572774, "loss_fcos_ctr": 0.6229390660300851, "loss_fcos_loc": 0.2026291962247342, "loss_mask": 0.28465279284864664, "loss_maskiou": 0.006651682735537179, "loss_sem_seg": 0.27179127070121467, "lr": 0.01, "mask_rcnn/accuracy": 0.8690227242212675, "mask_rcnn/false_negative": 0.10325210513769253, "mask_rcnn/false_positive": 0.15759738193649922, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.75, "time": 0.7741093030199409, "total_loss": 1.6667588282434735} {"data_time": 0.016848229803144932, "eta_seconds": 139325.80291927233, "iteration": 91479, "loss_fcos_cls": 0.2782602244988084, "loss_fcos_ctr": 0.6226678788661957, "loss_fcos_loc": 0.20965037925634533, "loss_mask": 0.2896601930260658, "loss_maskiou": 0.006953663381864317, "loss_sem_seg": 0.3421066766604781, "lr": 0.01, "mask_rcnn/accuracy": 0.877967060366034, "mask_rcnn/false_negative": 0.08102067650901557, "mask_rcnn/false_positive": 0.1703195605575919, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.777906640432775, "total_loss": 1.7452639106850256} {"data_time": 0.018088883720338345, "eta_seconds": 139236.1762622213, "iteration": 91499, "loss_fcos_cls": 0.28340065525844693, "loss_fcos_ctr": 0.6248815916478634, "loss_fcos_loc": 0.21033475804142654, "loss_mask": 0.28805846720933914, "loss_maskiou": 0.006611734192119911, "loss_sem_seg": 0.3059707370121032, "lr": 0.01, "mask_rcnn/accuracy": 0.8826256948674992, "mask_rcnn/false_negative": 0.1074775270994516, "mask_rcnn/false_positive": 0.12761148787559867, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7733433358371258, "total_loss": 1.744191817502724} {"data_time": 0.014286257326602936, "eta_seconds": 139213.8346344689, "iteration": 91519, "loss_fcos_cls": 0.2636225710157305, "loss_fcos_ctr": 0.620528862811625, "loss_fcos_loc": 0.21241039049346, "loss_mask": 0.28721748013049364, "loss_maskiou": 0.006288478289206978, "loss_sem_seg": 0.2758424310013652, "lr": 0.01, "mask_rcnn/accuracy": 0.8635077887989249, "mask_rcnn/false_negative": 0.11041534159557723, "mask_rcnn/false_positive": 0.16793037653062182, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.25, "time": 0.7796431966125965, "total_loss": 1.6578394711614237} {"data_time": 0.0161770423874259, "eta_seconds": 139225.81330692396, "iteration": 91539, "loss_fcos_cls": 0.28721044189296663, "loss_fcos_ctr": 0.6235308647155762, "loss_fcos_loc": 0.22037632483989, "loss_mask": 0.28562231454998255, "loss_maskiou": 0.007552003429736942, "loss_sem_seg": 0.3464572736993432, "lr": 0.01, "mask_rcnn/accuracy": 0.8767482739364403, "mask_rcnn/false_negative": 0.10975265688506947, "mask_rcnn/false_positive": 0.14578451203049808, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7900562267750502, "total_loss": 1.7775504011660814} {"data_time": 0.01496898289769888, "eta_seconds": 139189.3744483618, "iteration": 91559, "loss_fcos_cls": 0.2716453750617802, "loss_fcos_ctr": 0.6226108847185969, "loss_fcos_loc": 0.21253064926713705, "loss_mask": 0.27523569762706757, "loss_maskiou": 0.006569268814928364, "loss_sem_seg": 0.312613183632493, "lr": 0.01, "mask_rcnn/accuracy": 0.8891087047063724, "mask_rcnn/false_negative": 0.0914265593422432, "mask_rcnn/false_positive": 0.1382389523677199, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.75, "time": 0.7841656003147364, "total_loss": 1.729522820780403} {"data_time": 0.01571246888488531, "eta_seconds": 139285.45602091495, "iteration": 91579, "loss_fcos_cls": 0.2773707581218332, "loss_fcos_ctr": 0.6249390784651041, "loss_fcos_loc": 0.21856931317597628, "loss_mask": 0.29078768799081445, "loss_maskiou": 0.007664715914870612, "loss_sem_seg": 0.3103403851855546, "lr": 0.01, "mask_rcnn/accuracy": 0.8771488858701375, "mask_rcnn/false_negative": 0.11065291702880749, "mask_rcnn/false_positive": 0.14135872364344382, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 26.5, "time": 0.8016074579209089, "total_loss": 1.7226280384638812} {"data_time": 0.016153528355062008, "eta_seconds": 139295.62106201425, "iteration": 91599, "loss_fcos_cls": 0.27973223803564906, "loss_fcos_ctr": 0.6195667455904186, "loss_fcos_loc": 0.20564140449278057, "loss_mask": 0.2902176370844245, "loss_maskiou": 0.006491555031971075, "loss_sem_seg": 0.29214834002777934, "lr": 0.01, "mask_rcnn/accuracy": 0.883064419894777, "mask_rcnn/false_negative": 0.09085885366770377, "mask_rcnn/false_positive": 0.15945620035281435, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7926618279889226, "total_loss": 1.712627062930551} {"data_time": 0.014982972294092178, "eta_seconds": 139276.92582430784, "iteration": 91619, "loss_fcos_cls": 0.2705709380097687, "loss_fcos_ctr": 0.6179991979151964, "loss_fcos_loc": 0.1989902367349714, "loss_mask": 0.2818913357332349, "loss_maskiou": 0.006903119516209699, "loss_sem_seg": 0.3141293856315315, "lr": 0.01, "mask_rcnn/accuracy": 0.9050337467983145, "mask_rcnn/false_negative": 0.07307273329542, "mask_rcnn/false_positive": 0.12901794025210844, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7808763887733221, "total_loss": 1.678377092903247} {"data_time": 0.01593145541846752, "eta_seconds": 139238.61665020604, "iteration": 91639, "loss_fcos_cls": 0.2714074687100947, "loss_fcos_ctr": 0.6238473486155272, "loss_fcos_loc": 0.21499953255988657, "loss_mask": 0.3015012303367257, "loss_maskiou": 0.0072956549120135605, "loss_sem_seg": 0.29815330915153027, "lr": 0.01, "mask_rcnn/accuracy": 0.8809898630504833, "mask_rcnn/false_negative": 0.11172011915875928, "mask_rcnn/false_positive": 0.13053086199361447, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7784083541482687, "total_loss": 1.700719739223132} {"data_time": 0.015382797457277775, "eta_seconds": 139223.0035266364, "iteration": 91659, "loss_fcos_cls": 0.27876890322659165, "loss_fcos_ctr": 0.625108016654849, "loss_fcos_loc": 0.2195005351677537, "loss_mask": 0.3055739654228091, "loss_maskiou": 0.007013787762844004, "loss_sem_seg": 0.2947483283933252, "lr": 0.01, "mask_rcnn/accuracy": 0.8437946205468694, "mask_rcnn/false_negative": 0.09989786024310196, "mask_rcnn/false_positive": 0.18586165390840464, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7818431714549661, "total_loss": 1.7336994375291397} {"data_time": 0.015711059793829918, "eta_seconds": 139135.4566170713, "iteration": 91679, "loss_fcos_cls": 0.25696379179134965, "loss_fcos_ctr": 0.6216008113697171, "loss_fcos_loc": 0.20393115235492587, "loss_mask": 0.28338759019970894, "loss_maskiou": 0.007284293671546038, "loss_sem_seg": 0.288119746837765, "lr": 0.01, "mask_rcnn/accuracy": 0.8703233847625589, "mask_rcnn/false_negative": 0.08445297276157543, "mask_rcnn/false_positive": 0.1622121585669333, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.7647326560690999, "total_loss": 1.6723238287086133} {"data_time": 0.016135680489242077, "eta_seconds": 139137.71201931313, "iteration": 91699, "loss_fcos_cls": 0.27020514057949185, "loss_fcos_ctr": 0.6188630927354097, "loss_fcos_loc": 0.20140445861034095, "loss_mask": 0.2895059706643224, "loss_maskiou": 0.006604966925806366, "loss_sem_seg": 0.32176169101148844, "lr": 0.01, "mask_rcnn/accuracy": 0.8684647432342503, "mask_rcnn/false_negative": 0.08810127621476482, "mask_rcnn/false_positive": 0.159836478099735, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7763965344056487, "total_loss": 1.7069383504713187} {"data_time": 0.016005472280085087, "eta_seconds": 139104.24650572892, "iteration": 91719, "loss_fcos_cls": 0.2769048479385674, "loss_fcos_ctr": 0.6230231449007988, "loss_fcos_loc": 0.2102266475558281, "loss_mask": 0.2883863039314747, "loss_maskiou": 0.006841764043201692, "loss_sem_seg": 0.2912485580891371, "lr": 0.01, "mask_rcnn/accuracy": 0.875800895606999, "mask_rcnn/false_negative": 0.1292863926167507, "mask_rcnn/false_positive": 0.12877585810454883, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7779326811432838, "total_loss": 1.6659571598574985} {"data_time": 0.014193763025105, "eta_seconds": 139122.88724683598, "iteration": 91739, "loss_fcos_cls": 0.26514569390565157, "loss_fcos_ctr": 0.6213291059248149, "loss_fcos_loc": 0.20259022479876876, "loss_mask": 0.2663537869229913, "loss_maskiou": 0.006242700394068379, "loss_sem_seg": 0.29204150196164846, "lr": 0.01, "mask_rcnn/accuracy": 0.8820395345638256, "mask_rcnn/false_negative": 0.0895851064643027, "mask_rcnn/false_positive": 0.14721285574256937, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.75, "time": 0.7853308888152242, "total_loss": 1.6680114442060585} {"data_time": 0.01822416204959154, "eta_seconds": 139114.943392816, "iteration": 91759, "loss_fcos_cls": 0.2660903260111809, "loss_fcos_ctr": 0.6243268838152289, "loss_fcos_loc": 0.2128302351338789, "loss_mask": 0.2741872565820813, "loss_maskiou": 0.0061709251458523795, "loss_sem_seg": 0.28049597586505115, "lr": 0.01, "mask_rcnn/accuracy": 0.8768949645075421, "mask_rcnn/false_negative": 0.11661395673224204, "mask_rcnn/false_positive": 0.16995518643313878, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.25, "time": 0.7666348097845912, "total_loss": 1.6691589833935723} {"data_time": 0.016517627984285355, "eta_seconds": 139103.72300876677, "iteration": 91779, "loss_fcos_cls": 0.28811339009553194, "loss_fcos_ctr": 0.6195625122636557, "loss_fcos_loc": 0.20428895426448435, "loss_mask": 0.28668501414358616, "loss_maskiou": 0.006256872249650769, "loss_sem_seg": 0.2744845619890839, "lr": 0.01, "mask_rcnn/accuracy": 0.894138832858725, "mask_rcnn/false_negative": 0.07433311065205814, "mask_rcnn/false_positive": 0.13551239093704143, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.0, "time": 0.7834711894392967, "total_loss": 1.6888980333642394} {"data_time": 0.015614708885550499, "eta_seconds": 139113.71166164894, "iteration": 91799, "loss_fcos_cls": 0.29036355880089104, "loss_fcos_ctr": 0.6224667094647884, "loss_fcos_loc": 0.2089175891596824, "loss_mask": 0.28796895034611225, "loss_maskiou": 0.007579213284770958, "loss_sem_seg": 0.32286976370960474, "lr": 0.01, "mask_rcnn/accuracy": 0.8685216181334194, "mask_rcnn/false_negative": 0.11464022846620343, "mask_rcnn/false_positive": 0.17239512022998618, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7752302531152964, "total_loss": 1.7307208366692066} {"data_time": 0.015891900286078453, "eta_seconds": 139146.26992042735, "iteration": 91819, "loss_fcos_cls": 0.2665816971566528, "loss_fcos_ctr": 0.6217300202697515, "loss_fcos_loc": 0.20158407068811357, "loss_mask": 0.28208990627899766, "loss_maskiou": 0.006270193865930196, "loss_sem_seg": 0.27739357575774193, "lr": 0.01, "mask_rcnn/accuracy": 0.8849971205413383, "mask_rcnn/false_negative": 0.09688157844918967, "mask_rcnn/false_positive": 0.15086000074142028, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.5, "time": 0.8083160687237978, "total_loss": 1.7084173572511645} {"data_time": 0.016003582626581192, "eta_seconds": 139130.651389841, "iteration": 91839, "loss_fcos_cls": 0.26374187460169196, "loss_fcos_ctr": 0.6211033742874861, "loss_fcos_loc": 0.1965249739587307, "loss_mask": 0.2947106990031898, "loss_maskiou": 0.006937584577826783, "loss_sem_seg": 0.27761773206293583, "lr": 0.01, "mask_rcnn/accuracy": 0.8780513898408768, "mask_rcnn/false_negative": 0.10016741152304978, "mask_rcnn/false_positive": 0.14337222502361463, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.78660006262362, "total_loss": 1.6887041248992318} {"data_time": 0.018398506566882133, "eta_seconds": 139153.86897135526, "iteration": 91859, "loss_fcos_cls": 0.27270490722730756, "loss_fcos_ctr": 0.6226036343723536, "loss_fcos_loc": 0.20741747610736638, "loss_mask": 0.2749700080603361, "loss_maskiou": 0.0065354470134479925, "loss_sem_seg": 0.3080752529203892, "lr": 0.01, "mask_rcnn/accuracy": 0.8651805806163929, "mask_rcnn/false_negative": 0.10491469842674928, "mask_rcnn/false_positive": 0.13616427476990828, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.5, "time": 0.7878120392560959, "total_loss": 1.7163632701413007} {"data_time": 0.017722034826874733, "eta_seconds": 139138.24608061463, "iteration": 91879, "loss_fcos_cls": 0.26185265625827014, "loss_fcos_ctr": 0.6211437927559018, "loss_fcos_loc": 0.19994592503644526, "loss_mask": 0.2801796989515424, "loss_maskiou": 0.006900431588292122, "loss_sem_seg": 0.3356817224994302, "lr": 0.01, "mask_rcnn/accuracy": 0.8718401855465563, "mask_rcnn/false_negative": 0.10039435659271702, "mask_rcnn/false_positive": 0.1559230605133744, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7760121449828148, "total_loss": 1.7057154816575348} {"data_time": 0.016656375490128994, "eta_seconds": 139277.79740754515, "iteration": 91899, "loss_fcos_cls": 0.2912821350619197, "loss_fcos_ctr": 0.6219876846298575, "loss_fcos_loc": 0.21200915379449725, "loss_mask": 0.29130429588258266, "loss_maskiou": 0.007137483786209486, "loss_sem_seg": 0.3145542205311358, "lr": 0.01, "mask_rcnn/accuracy": 0.8637299941947176, "mask_rcnn/false_negative": 0.09003652376917579, "mask_rcnn/false_positive": 0.14224070239706077, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.75, "time": 0.7819233806803823, "total_loss": 1.7154422165476717} {"data_time": 0.01762594562023878, "eta_seconds": 139123.75903051998, "iteration": 91919, "loss_fcos_cls": 0.2700291471555829, "loss_fcos_ctr": 0.6223331466317177, "loss_fcos_loc": 0.21307275909930468, "loss_mask": 0.27203019615262747, "loss_maskiou": 0.006587704243429471, "loss_sem_seg": 0.3432823773473501, "lr": 0.01, "mask_rcnn/accuracy": 0.8850605867346939, "mask_rcnn/false_negative": 0.09056444507337809, "mask_rcnn/false_positive": 0.1549068155084162, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7738550761714578, "total_loss": 1.736366393888602} {"data_time": 0.014775242656469345, "eta_seconds": 139091.37740839273, "iteration": 91939, "loss_fcos_cls": 0.25997430365532637, "loss_fcos_ctr": 0.6217159973457456, "loss_fcos_loc": 0.21476744301617146, "loss_mask": 0.2879130756482482, "loss_maskiou": 0.0070210717094596475, "loss_sem_seg": 0.2870190958492458, "lr": 0.01, "mask_rcnn/accuracy": 0.8585034013605441, "mask_rcnn/false_negative": 0.09467856461919359, "mask_rcnn/false_positive": 0.17501275892464108, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7859349455684423, "total_loss": 1.6576990559406113} {"data_time": 0.01860185991972685, "eta_seconds": 139203.8156791404, "iteration": 91959, "loss_fcos_cls": 0.27678111800923944, "loss_fcos_ctr": 0.6172949690371752, "loss_fcos_loc": 0.2023147619329393, "loss_mask": 0.2800267729908228, "loss_maskiou": 0.006713235663482919, "loss_sem_seg": 0.31809918070212007, "lr": 0.01, "mask_rcnn/accuracy": 0.8710550655794551, "mask_rcnn/false_negative": 0.09939478766014284, "mask_rcnn/false_positive": 0.16728861129692962, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7873290134593844, "total_loss": 1.6833473665465135} {"data_time": 0.014585387893021107, "eta_seconds": 139243.30523235723, "iteration": 91979, "loss_fcos_cls": 0.2745366902090609, "loss_fcos_ctr": 0.6234292760491371, "loss_fcos_loc": 0.21226896345615387, "loss_mask": 0.2936951406300068, "loss_maskiou": 0.0075877594645135105, "loss_sem_seg": 0.32588950684294105, "lr": 0.01, "mask_rcnn/accuracy": 0.8655374738499544, "mask_rcnn/false_negative": 0.1006116019320368, "mask_rcnn/false_positive": 0.14952141125487142, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.0, "time": 0.7997204763814807, "total_loss": 1.7340967839409132} {"data_time": 0.013694905675947666, "eta_seconds": 139227.66176274046, "iteration": 91999, "loss_fcos_cls": 0.2953150849789381, "loss_fcos_ctr": 0.6235577818006277, "loss_fcos_loc": 0.2099678823724389, "loss_mask": 0.29793659411370754, "loss_maskiou": 0.0070671983557986096, "loss_sem_seg": 0.32403408782556653, "lr": 0.01, "mask_rcnn/accuracy": 0.8941904715182776, "mask_rcnn/false_negative": 0.09099659102263122, "mask_rcnn/false_positive": 0.13128965545982102, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 24.75, "time": 0.7901539234444499, "total_loss": 1.7642829062533565} {"data_time": 0.016415614634752274, "eta_seconds": 139184.42394191958, "iteration": 92019, "loss_fcos_cls": 0.2779264801647514, "loss_fcos_ctr": 0.6216450780630112, "loss_fcos_loc": 0.2129863133886829, "loss_mask": 0.2955104038119316, "loss_maskiou": 0.007082653304678388, "loss_sem_seg": 0.2980204268824309, "lr": 0.01, "mask_rcnn/accuracy": 0.8728823927530196, "mask_rcnn/false_negative": 0.11840035904435792, "mask_rcnn/false_positive": 0.15514709193432588, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.782725390046835, "total_loss": 1.7160548025130993} {"data_time": 0.015474856831133366, "eta_seconds": 139101.19964444358, "iteration": 92039, "loss_fcos_cls": 0.27645773196127266, "loss_fcos_ctr": 0.6226257551461458, "loss_fcos_loc": 0.21529935038415715, "loss_mask": 0.2794510368257761, "loss_maskiou": 0.0064044194878079, "loss_sem_seg": 0.31655915174633265, "lr": 0.01, "mask_rcnn/accuracy": 0.8672548185941042, "mask_rcnn/false_negative": 0.09960927572994652, "mask_rcnn/false_positive": 0.15334935929408927, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7713404064998031, "total_loss": 1.729819003972807} {"data_time": 0.015216048806905746, "eta_seconds": 139153.1432043258, "iteration": 92059, "loss_fcos_cls": 0.27990632061846554, "loss_fcos_ctr": 0.6243394743651152, "loss_fcos_loc": 0.21347281313501298, "loss_mask": 0.287751286290586, "loss_maskiou": 0.007545825050328858, "loss_sem_seg": 0.3425433342345059, "lr": 0.01, "mask_rcnn/accuracy": 0.8868211077534462, "mask_rcnn/false_negative": 0.09533056547184954, "mask_rcnn/false_positive": 0.1500889147369645, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7890916122123599, "total_loss": 1.7460846771427896} {"data_time": 0.0169775215908885, "eta_seconds": 139137.50283552893, "iteration": 92079, "loss_fcos_cls": 0.2784361483063549, "loss_fcos_ctr": 0.6245174454525113, "loss_fcos_loc": 0.2100874469615519, "loss_mask": 0.28313013166189194, "loss_maskiou": 0.006419192664907314, "loss_sem_seg": 0.31433733319863677, "lr": 0.01, "mask_rcnn/accuracy": 0.8584328951322822, "mask_rcnn/false_negative": 0.11109379106478319, "mask_rcnn/false_positive": 0.15762239151345653, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.0, "time": 0.7795851631090045, "total_loss": 1.6948271981818834} {"data_time": 0.01706905383616686, "eta_seconds": 139153.32024216, "iteration": 92099, "loss_fcos_cls": 0.27248704666271806, "loss_fcos_ctr": 0.624134223908186, "loss_fcos_loc": 0.21737570827826858, "loss_mask": 0.2901240708306432, "loss_maskiou": 0.006648706301348284, "loss_sem_seg": 0.3069718317128718, "lr": 0.01, "mask_rcnn/accuracy": 0.8865575247956325, "mask_rcnn/false_negative": 0.11662393016356265, "mask_rcnn/false_positive": 0.1377489379823687, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.25, "time": 0.778355011716485, "total_loss": 1.728200849276618} {"data_time": 0.016530790366232395, "eta_seconds": 139078.7174685672, "iteration": 92119, "loss_fcos_cls": 0.2658897750079632, "loss_fcos_ctr": 0.6206439547240734, "loss_fcos_loc": 0.19892379618249834, "loss_mask": 0.2705082595348358, "loss_maskiou": 0.0068023012281628326, "loss_sem_seg": 0.326839093118906, "lr": 0.01, "mask_rcnn/accuracy": 0.8640435522034902, "mask_rcnn/false_negative": 0.10809592960966974, "mask_rcnn/false_positive": 0.1745630403438877, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.7760508861392736, "total_loss": 1.6946866172220325} {"data_time": 0.01660203840583563, "eta_seconds": 139132.1921610525, "iteration": 92139, "loss_fcos_cls": 0.2679970315657556, "loss_fcos_ctr": 0.622607558965683, "loss_fcos_loc": 0.2081117620691657, "loss_mask": 0.2808093773201108, "loss_maskiou": 0.007084182972903363, "loss_sem_seg": 0.29541580146178603, "lr": 0.01, "mask_rcnn/accuracy": 0.8684146135341656, "mask_rcnn/false_negative": 0.12435944460676505, "mask_rcnn/false_positive": 0.12998298948336218, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7912035956978798, "total_loss": 1.6768409978030832} {"data_time": 0.017929840832948685, "eta_seconds": 139102.5140058063, "iteration": 92159, "loss_fcos_cls": 0.29180352366529405, "loss_fcos_ctr": 0.6216165674850345, "loss_fcos_loc": 0.2132819386315532, "loss_mask": 0.2699284194968641, "loss_maskiou": 0.006739149175700732, "loss_sem_seg": 0.316932016517967, "lr": 0.01, "mask_rcnn/accuracy": 0.8669993622448979, "mask_rcnn/false_negative": 0.08811519458903452, "mask_rcnn/false_positive": 0.1699510417931022, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.75, "time": 0.7816850244998932, "total_loss": 1.7267502656686702} {"data_time": 0.01699284464120865, "eta_seconds": 139114.85608991794, "iteration": 92179, "loss_fcos_cls": 0.279435976408422, "loss_fcos_ctr": 0.6249325480312109, "loss_fcos_loc": 0.21096936229150742, "loss_mask": 0.2789496830664575, "loss_maskiou": 0.007232089614262804, "loss_sem_seg": 0.2936509568244219, "lr": 0.01, "mask_rcnn/accuracy": 0.8938885739480977, "mask_rcnn/false_negative": 0.06896276805904922, "mask_rcnn/false_positive": 0.1490813924407046, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.7927840510383248, "total_loss": 1.7352965132449754} {"data_time": 0.016358408145606518, "eta_seconds": 139123.91187040508, "iteration": 92199, "loss_fcos_cls": 0.2935107038356364, "loss_fcos_ctr": 0.6241827867925167, "loss_fcos_loc": 0.21829053561668843, "loss_mask": 0.2951017674058676, "loss_maskiou": 0.00683246624248568, "loss_sem_seg": 0.3439382817596197, "lr": 0.01, "mask_rcnn/accuracy": 0.879455623505769, "mask_rcnn/false_negative": 0.10552159486006815, "mask_rcnn/false_positive": 0.11740776872446096, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 24.25, "time": 0.7768159192055464, "total_loss": 1.7793655755376676} {"data_time": 0.01724228821694851, "eta_seconds": 139252.71463132463, "iteration": 92219, "loss_fcos_cls": 0.2756945736473426, "loss_fcos_ctr": 0.6220718566328287, "loss_fcos_loc": 0.20643250830471516, "loss_mask": 0.2895179698243737, "loss_maskiou": 0.006616533457417972, "loss_sem_seg": 0.31067416351288557, "lr": 0.01, "mask_rcnn/accuracy": 0.8852373308874111, "mask_rcnn/false_negative": 0.09400007824351447, "mask_rcnn/false_positive": 0.13329609508299473, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.8015899918973446, "total_loss": 1.71762044672505} {"data_time": 0.014589754864573479, "eta_seconds": 139243.97803310677, "iteration": 92239, "loss_fcos_cls": 0.27356551866978407, "loss_fcos_ctr": 0.6230378523468971, "loss_fcos_loc": 0.20501716970466077, "loss_mask": 0.2912753466516733, "loss_maskiou": 0.006968291898374446, "loss_sem_seg": 0.29731128457933664, "lr": 0.01, "mask_rcnn/accuracy": 0.8719557823129251, "mask_rcnn/false_negative": 0.09016928007247696, "mask_rcnn/false_positive": 0.15677088255099508, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.75, "time": 0.7849902072921395, "total_loss": 1.712407054452342} {"data_time": 0.015282247215509415, "eta_seconds": 139228.3116070591, "iteration": 92259, "loss_fcos_cls": 0.2696493447292596, "loss_fcos_ctr": 0.6215922767296433, "loss_fcos_loc": 0.21786617417819798, "loss_mask": 0.27944245003163815, "loss_maskiou": 0.00629737826238852, "loss_sem_seg": 0.2821328076533973, "lr": 0.01, "mask_rcnn/accuracy": 0.8913726076555024, "mask_rcnn/false_negative": 0.08861774140134064, "mask_rcnn/false_positive": 0.16787327004037314, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 24.5, "time": 0.7850223574787378, "total_loss": 1.6893307589780306} {"data_time": 0.01731350366026163, "eta_seconds": 139187.174981609, "iteration": 92279, "loss_fcos_cls": 0.27459392859600484, "loss_fcos_ctr": 0.6210381812416017, "loss_fcos_loc": 0.20533468900248408, "loss_mask": 0.27807121723890305, "loss_maskiou": 0.006988145745708607, "loss_sem_seg": 0.2634653929853812, "lr": 0.01, "mask_rcnn/accuracy": 0.8865170321860087, "mask_rcnn/false_negative": 0.08988750289498026, "mask_rcnn/false_positive": 0.14498450177750188, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7688029827550054, "total_loss": 1.6479222380203282} {"data_time": 0.016013508662581444, "eta_seconds": 139154.34889137466, "iteration": 92299, "loss_fcos_cls": 0.2723172283731401, "loss_fcos_ctr": 0.6219938755966723, "loss_fcos_loc": 0.2039365814998746, "loss_mask": 0.2868913169950247, "loss_maskiou": 0.0074177050992148, "loss_sem_seg": 0.31019939482212067, "lr": 0.01, "mask_rcnn/accuracy": 0.8588679018685397, "mask_rcnn/false_negative": 0.10077748010876394, "mask_rcnn/false_positive": 0.1868034451427001, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7768138069659472, "total_loss": 1.6930322581465589} {"data_time": 0.016181311570107937, "eta_seconds": 139155.84786213934, "iteration": 92319, "loss_fcos_cls": 0.2869223211891949, "loss_fcos_ctr": 0.6238729082979262, "loss_fcos_loc": 0.21919255517423153, "loss_mask": 0.28847515769302845, "loss_maskiou": 0.007050475425785407, "loss_sem_seg": 0.2684147940017283, "lr": 0.01, "mask_rcnn/accuracy": 0.8752869897959183, "mask_rcnn/false_negative": 0.10257265123048435, "mask_rcnn/false_positive": 0.13026929676183024, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7872746009379625, "total_loss": 1.6956765238865046} {"data_time": 0.016167014837265015, "eta_seconds": 139113.3179490883, "iteration": 92339, "loss_fcos_cls": 0.2790090534836054, "loss_fcos_ctr": 0.6239540129899979, "loss_fcos_loc": 0.21527573664207011, "loss_mask": 0.28800532314926386, "loss_maskiou": 0.006479662328274571, "loss_sem_seg": 0.33617666782811284, "lr": 0.01, "mask_rcnn/accuracy": 0.8968065696273928, "mask_rcnn/false_negative": 0.09865775864180705, "mask_rcnn/false_positive": 0.11520662456671688, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.25, "time": 0.7773522082716227, "total_loss": 1.731550626385797} {"data_time": 0.015032002702355385, "eta_seconds": 139043.34112408943, "iteration": 92359, "loss_fcos_cls": 0.26081466930918396, "loss_fcos_ctr": 0.6173815298825502, "loss_fcos_loc": 0.1925939031643793, "loss_mask": 0.2849263474345207, "loss_maskiou": 0.006642082305916119, "loss_sem_seg": 0.2918028188869357, "lr": 0.01, "mask_rcnn/accuracy": 0.8974125364431487, "mask_rcnn/false_negative": 0.10276032346553994, "mask_rcnn/false_positive": 0.13522477863108662, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7717441730201244, "total_loss": 1.6764890528138494} {"data_time": 0.019735288806259632, "eta_seconds": 139045.95364322886, "iteration": 92379, "loss_fcos_cls": 0.2807615124620497, "loss_fcos_ctr": 0.6238309722393751, "loss_fcos_loc": 0.20616787287872285, "loss_mask": 0.28230151580646634, "loss_maskiou": 0.007739845153992064, "loss_sem_seg": 0.34272795310243964, "lr": 0.01, "mask_rcnn/accuracy": 0.8640685173299101, "mask_rcnn/false_negative": 0.09971543594172871, "mask_rcnn/false_positive": 0.16198022899815667, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.77238486148417, "total_loss": 1.772609224266489} {"data_time": 0.01651667058467865, "eta_seconds": 139054.11498574354, "iteration": 92399, "loss_fcos_cls": 0.2834768728353083, "loss_fcos_ctr": 0.6231699101626873, "loss_fcos_loc": 0.2116148555651307, "loss_mask": 0.2747256304137409, "loss_maskiou": 0.006784397439332679, "loss_sem_seg": 0.3031770559027791, "lr": 0.01, "mask_rcnn/accuracy": 0.8747244433487681, "mask_rcnn/false_negative": 0.10232983220266302, "mask_rcnn/false_positive": 0.15173992965071487, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 33.0, "time": 0.7749124728143215, "total_loss": 1.692382574416115} {"data_time": 0.017449473962187767, "eta_seconds": 139025.38014251366, "iteration": 92419, "loss_fcos_cls": 0.28496214910410345, "loss_fcos_ctr": 0.6253009755164385, "loss_fcos_loc": 0.22386863396968693, "loss_mask": 0.2749352026730776, "loss_maskiou": 0.006547150434926152, "loss_sem_seg": 0.3059053912293166, "lr": 0.01, "mask_rcnn/accuracy": 0.8854939703153989, "mask_rcnn/false_negative": 0.08718761655895116, "mask_rcnn/false_positive": 0.14840852626677145, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.781322842463851, "total_loss": 1.7498101207456784} {"data_time": 0.015639512799680233, "eta_seconds": 138952.77153317258, "iteration": 92439, "loss_fcos_cls": 0.2768420511856675, "loss_fcos_ctr": 0.6209078729152679, "loss_fcos_loc": 0.20530311833135784, "loss_mask": 0.28580398950725794, "loss_maskiou": 0.006866808660561219, "loss_sem_seg": 0.29732527304440737, "lr": 0.01, "mask_rcnn/accuracy": 0.877884392393321, "mask_rcnn/false_negative": 0.09470020245902147, "mask_rcnn/false_positive": 0.15730058768037997, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.75, "time": 0.7899127062410116, "total_loss": 1.6730123371817172} {"data_time": 0.015876208432018757, "eta_seconds": 138937.12026160583, "iteration": 92459, "loss_fcos_cls": 0.2711825674632564, "loss_fcos_ctr": 0.6222027624025941, "loss_fcos_loc": 0.20611689367797226, "loss_mask": 0.2864529015496373, "loss_maskiou": 0.006622702021559235, "loss_sem_seg": 0.3048595143482089, "lr": 0.01, "mask_rcnn/accuracy": 0.8639133284892904, "mask_rcnn/false_negative": 0.09317001149622034, "mask_rcnn/false_positive": 0.17645077522242367, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.25, "time": 0.7564031258225441, "total_loss": 1.6887078604086128} {"data_time": 0.019218423403799534, "eta_seconds": 138991.47834969498, "iteration": 92479, "loss_fcos_cls": 0.27361495746299624, "loss_fcos_ctr": 0.622926639392972, "loss_fcos_loc": 0.20293523650616407, "loss_mask": 0.28860813518986106, "loss_maskiou": 0.006374181233695708, "loss_sem_seg": 0.28834893461316824, "lr": 0.01, "mask_rcnn/accuracy": 0.8791082486873303, "mask_rcnn/false_negative": 0.11675773259480854, "mask_rcnn/false_positive": 0.13382139392874612, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7973608858883381, "total_loss": 1.6765722170293884} {"data_time": 0.016874277032911777, "eta_seconds": 138975.81919068284, "iteration": 92499, "loss_fcos_cls": 0.2740613338537514, "loss_fcos_ctr": 0.6213859664276242, "loss_fcos_loc": 0.20653920993208885, "loss_mask": 0.2825577361509204, "loss_maskiou": 0.007092764382832684, "loss_sem_seg": 0.3195005292072892, "lr": 0.01, "mask_rcnn/accuracy": 0.9039210511790923, "mask_rcnn/false_negative": 0.08101060637243018, "mask_rcnn/false_positive": 0.1494545431686088, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.75, "time": 0.7776265237480402, "total_loss": 1.7201845034578582} {"data_time": 0.016021521762013435, "eta_seconds": 138972.3731315378, "iteration": 92519, "loss_fcos_cls": 0.26452465367037803, "loss_fcos_ctr": 0.6240464812144637, "loss_fcos_loc": 0.21183149795979261, "loss_mask": 0.2741242656484246, "loss_maskiou": 0.006455008639022708, "loss_sem_seg": 0.2916294694878161, "lr": 0.01, "mask_rcnn/accuracy": 0.8626097454637431, "mask_rcnn/false_negative": 0.10599519945471908, "mask_rcnn/false_positive": 0.14117869254433246, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.75, "time": 0.7853931104764342, "total_loss": 1.6980029396290774} {"data_time": 0.015891495160758495, "eta_seconds": 138956.71259625442, "iteration": 92539, "loss_fcos_cls": 0.2819431989919394, "loss_fcos_ctr": 0.6227289754897356, "loss_fcos_loc": 0.21183521422790363, "loss_mask": 0.29509059246629477, "loss_maskiou": 0.007874686762079364, "loss_sem_seg": 0.29724135366268456, "lr": 0.01, "mask_rcnn/accuracy": 0.84916206730254, "mask_rcnn/false_negative": 0.1258396503525367, "mask_rcnn/false_positive": 0.16468078686194149, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 36.5, "time": 0.7944110473617911, "total_loss": 1.7452447365649277} {"data_time": 0.01988981571048498, "eta_seconds": 138941.05206097104, "iteration": 92559, "loss_fcos_cls": 0.28068888443522155, "loss_fcos_ctr": 0.6213407763279974, "loss_fcos_loc": 0.1998164237011224, "loss_mask": 0.2763459663838148, "loss_maskiou": 0.006723228143528104, "loss_sem_seg": 0.3221156804356724, "lr": 0.01, "mask_rcnn/accuracy": 0.8965879329940208, "mask_rcnn/false_negative": 0.0848410584319575, "mask_rcnn/false_positive": 0.1344588309487769, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.783562857657671, "total_loss": 1.7018702351051616} {"data_time": 0.01671464368700981, "eta_seconds": 138894.68205069564, "iteration": 92579, "loss_fcos_cls": 0.2795282299630344, "loss_fcos_ctr": 0.619613585062325, "loss_fcos_loc": 0.20050631649792194, "loss_mask": 0.274522390216589, "loss_maskiou": 0.006126157895778306, "loss_sem_seg": 0.3442743541672826, "lr": 0.01, "mask_rcnn/accuracy": 0.8975532164516751, "mask_rcnn/false_negative": 0.09695430153517368, "mask_rcnn/false_positive": 0.11689095913201737, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7958936048671603, "total_loss": 1.7605273889639648} {"data_time": 0.015496969223022461, "eta_seconds": 138790.61474988237, "iteration": 92599, "loss_fcos_cls": 0.2913201958872378, "loss_fcos_ctr": 0.622271217405796, "loss_fcos_loc": 0.20681626565055922, "loss_mask": 0.28561983350664377, "loss_maskiou": 0.007034330876194872, "loss_sem_seg": 0.31853682547807693, "lr": 0.01, "mask_rcnn/accuracy": 0.8793161793218343, "mask_rcnn/false_negative": 0.09862499601452356, "mask_rcnn/false_positive": 0.1494811206701357, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7724893782287836, "total_loss": 1.7442196969277575} {"data_time": 0.015474721789360046, "eta_seconds": 138778.68181117158, "iteration": 92619, "loss_fcos_cls": 0.27279753517359495, "loss_fcos_ctr": 0.6216540774330497, "loss_fcos_loc": 0.21208053966984153, "loss_mask": 0.26954612229019403, "loss_maskiou": 0.005985436975606717, "loss_sem_seg": 0.28156200161902234, "lr": 0.01, "mask_rcnn/accuracy": 0.8659287292099792, "mask_rcnn/false_negative": 0.10354117054302374, "mask_rcnn/false_positive": 0.13464704762398214, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7829674715176225, "total_loss": 1.6478823044744786} {"data_time": 0.017911351285874844, "eta_seconds": 138847.71083013527, "iteration": 92639, "loss_fcos_cls": 0.28355794213712215, "loss_fcos_ctr": 0.623026697896421, "loss_fcos_loc": 0.21762548317201436, "loss_mask": 0.28901960235089064, "loss_maskiou": 0.0073058505658991635, "loss_sem_seg": 0.3350478787906468, "lr": 0.01, "mask_rcnn/accuracy": 0.8664051805604776, "mask_rcnn/false_negative": 0.09389013676168362, "mask_rcnn/false_positive": 0.14849308522541424, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7964609265327454, "total_loss": 1.7403338688309304} {"data_time": 0.016230174340307713, "eta_seconds": 138884.31338854972, "iteration": 92659, "loss_fcos_cls": 0.27657480305060744, "loss_fcos_ctr": 0.6204980527982116, "loss_fcos_loc": 0.20402293535880744, "loss_mask": 0.2820338672026992, "loss_maskiou": 0.006844263625680469, "loss_sem_seg": 0.33206844748929143, "lr": 0.01, "mask_rcnn/accuracy": 0.8647046318527412, "mask_rcnn/false_negative": 0.10271211302444773, "mask_rcnn/false_positive": 0.1648572712046799, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7961057918146253, "total_loss": 1.7430908726601047} {"data_time": 0.015374233946204185, "eta_seconds": 138834.8867595736, "iteration": 92679, "loss_fcos_cls": 0.2711890465579927, "loss_fcos_ctr": 0.6244225660338998, "loss_fcos_loc": 0.21836167038418353, "loss_mask": 0.2759661739692092, "loss_maskiou": 0.006259708068682812, "loss_sem_seg": 0.2978506153449416, "lr": 0.01, "mask_rcnn/accuracy": 0.8754700491307634, "mask_rcnn/false_negative": 0.09209987462229888, "mask_rcnn/false_positive": 0.1544257511457386, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7699565701186657, "total_loss": 1.7255166185786948} {"data_time": 0.014722805470228195, "eta_seconds": 138852.98745413218, "iteration": 92699, "loss_fcos_cls": 0.27772357722278684, "loss_fcos_ctr": 0.6217277385294437, "loss_fcos_loc": 0.20796046569012105, "loss_mask": 0.2645272295922041, "loss_maskiou": 0.006485596404672833, "loss_sem_seg": 0.3204430667683482, "lr": 0.01, "mask_rcnn/accuracy": 0.8791088018442844, "mask_rcnn/false_negative": 0.09805833643593548, "mask_rcnn/false_positive": 0.1236850625737915, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.0, "time": 0.7855865955352783, "total_loss": 1.713662874786678} {"data_time": 0.016466750763356686, "eta_seconds": 138815.76777870394, "iteration": 92719, "loss_fcos_cls": 0.27430058689787984, "loss_fcos_ctr": 0.6245786231011152, "loss_fcos_loc": 0.21081715484615415, "loss_mask": 0.2563622808083892, "loss_maskiou": 0.005928381287958473, "loss_sem_seg": 0.2974139549769461, "lr": 0.01, "mask_rcnn/accuracy": 0.884004396478419, "mask_rcnn/false_negative": 0.08916116653658872, "mask_rcnn/false_positive": 0.11984168438792434, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.75, "time": 0.7748492481186986, "total_loss": 1.6646539823996136} {"data_time": 0.018123439513146877, "eta_seconds": 138848.2187627228, "iteration": 92739, "loss_fcos_cls": 0.2668738157954067, "loss_fcos_ctr": 0.6234836364164948, "loss_fcos_loc": 0.20621525472961366, "loss_mask": 0.28637443389743567, "loss_maskiou": 0.006785353267332539, "loss_sem_seg": 0.3410426643677056, "lr": 0.01, "mask_rcnn/accuracy": 0.8626622622657785, "mask_rcnn/false_negative": 0.08742849055787534, "mask_rcnn/false_positive": 0.1753241944824478, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7863885750994086, "total_loss": 1.708700677179877} {"data_time": 0.01750357076525688, "eta_seconds": 138890.57191645913, "iteration": 92759, "loss_fcos_cls": 0.2907866691239178, "loss_fcos_ctr": 0.6210613744333386, "loss_fcos_loc": 0.2080229801358655, "loss_mask": 0.28992053400725126, "loss_maskiou": 0.007511591131333262, "loss_sem_seg": 0.2897675186395645, "lr": 0.01, "mask_rcnn/accuracy": 0.8920507527993173, "mask_rcnn/false_negative": 0.08512838359969974, "mask_rcnn/false_positive": 0.1382820281052788, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7880455395206809, "total_loss": 1.713452134616091} {"data_time": 0.015497284010052681, "eta_seconds": 138874.89940593205, "iteration": 92779, "loss_fcos_cls": 0.28129489882849157, "loss_fcos_ctr": 0.6241107769310474, "loss_fcos_loc": 0.20933409873396158, "loss_mask": 0.2771279690787196, "loss_maskiou": 0.006447230000048876, "loss_sem_seg": 0.29170798091217875, "lr": 0.01, "mask_rcnn/accuracy": 0.8885392079727249, "mask_rcnn/false_negative": 0.085048921308433, "mask_rcnn/false_positive": 0.10660033222015042, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7800462311133742, "total_loss": 1.7192237013514386} {"data_time": 0.016009542159736156, "eta_seconds": 138815.71144445054, "iteration": 92799, "loss_fcos_cls": 0.2678542414214462, "loss_fcos_ctr": 0.62270671967417, "loss_fcos_loc": 0.20654784014914185, "loss_mask": 0.27768228854984045, "loss_maskiou": 0.007118528068531305, "loss_sem_seg": 0.29692461527884007, "lr": 0.01, "mask_rcnn/accuracy": 0.8814434721633821, "mask_rcnn/false_negative": 0.100482985274335, "mask_rcnn/false_positive": 0.1494744087897203, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7681071143597364, "total_loss": 1.7071911932725925} {"data_time": 0.016744347289204597, "eta_seconds": 138800.0438453462, "iteration": 92819, "loss_fcos_cls": 0.2907625555526465, "loss_fcos_ctr": 0.6221192823722959, "loss_fcos_loc": 0.2062517856247723, "loss_mask": 0.2692346731200814, "loss_maskiou": 0.006466259692388121, "loss_sem_seg": 0.32475936645641923, "lr": 0.01, "mask_rcnn/accuracy": 0.8791236342384554, "mask_rcnn/false_negative": 0.09524220461182199, "mask_rcnn/false_positive": 0.13744354917227297, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.790583735331893, "total_loss": 1.711559585746727} {"data_time": 0.016203638166189194, "eta_seconds": 138784.37624624185, "iteration": 92839, "loss_fcos_cls": 0.2790571399964392, "loss_fcos_ctr": 0.6229366888292134, "loss_fcos_loc": 0.20280849398113787, "loss_mask": 0.26872998755425215, "loss_maskiou": 0.006821253067755606, "loss_sem_seg": 0.3029483621940017, "lr": 0.01, "mask_rcnn/accuracy": 0.8876620230050216, "mask_rcnn/false_negative": 0.10086303721041451, "mask_rcnn/false_positive": 0.126526150079297, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.7877912446856499, "total_loss": 1.69806148079806} {"data_time": 0.01769337523728609, "eta_seconds": 138727.683716462, "iteration": 92859, "loss_fcos_cls": 0.26714201003778726, "loss_fcos_ctr": 0.6210387288592756, "loss_fcos_loc": 0.211138250422664, "loss_mask": 0.2794297458603978, "loss_maskiou": 0.0075079281377838925, "loss_sem_seg": 0.2752844733186066, "lr": 0.01, "mask_rcnn/accuracy": 0.8682299843014128, "mask_rcnn/false_negative": 0.08829621808409407, "mask_rcnn/false_positive": 0.17330588194851565, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7749688262119889, "total_loss": 1.6772125444476842} {"data_time": 0.01538112573325634, "eta_seconds": 138738.5570174614, "iteration": 92879, "loss_fcos_cls": 0.27845260011963546, "loss_fcos_ctr": 0.6235729204490781, "loss_fcos_loc": 0.20861048612277955, "loss_mask": 0.281448544934392, "loss_maskiou": 0.006864305862109177, "loss_sem_seg": 0.28050716780126095, "lr": 0.01, "mask_rcnn/accuracy": 0.8609863244748448, "mask_rcnn/false_negative": 0.10846212443147507, "mask_rcnn/false_positive": 0.17108724829213595, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.25, "time": 0.7804959081113338, "total_loss": 1.6946931128914002} {"data_time": 0.016995984129607677, "eta_seconds": 138696.35778204445, "iteration": 92899, "loss_fcos_cls": 0.2656063144095242, "loss_fcos_ctr": 0.6231786026619375, "loss_fcos_loc": 0.21468945173546672, "loss_mask": 0.2737594023346901, "loss_maskiou": 0.0058928628714056686, "loss_sem_seg": 0.29550819052383304, "lr": 0.01, "mask_rcnn/accuracy": 0.8793236044417767, "mask_rcnn/false_negative": 0.10831692629797399, "mask_rcnn/false_positive": 0.1490830864133396, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7799680735915899, "total_loss": 1.6896559648012044} {"data_time": 0.014978719875216484, "eta_seconds": 138789.52801818587, "iteration": 92919, "loss_fcos_cls": 0.2908310233615339, "loss_fcos_ctr": 0.6240738481283188, "loss_fcos_loc": 0.21623974642716348, "loss_mask": 0.28477324452251196, "loss_maskiou": 0.0066330729314358905, "loss_sem_seg": 0.31430754996836185, "lr": 0.01, "mask_rcnn/accuracy": 0.8910170250896057, "mask_rcnn/false_negative": 0.0805518824786388, "mask_rcnn/false_positive": 0.1415300601156849, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.8028753502294421, "total_loss": 1.7098961367155425} {"data_time": 0.016409393399953842, "eta_seconds": 138814.3496183576, "iteration": 92939, "loss_fcos_cls": 0.2700553017202765, "loss_fcos_ctr": 0.6214668713510036, "loss_fcos_loc": 0.20759671763516963, "loss_mask": 0.29653179086744785, "loss_maskiou": 0.007510131967137568, "loss_sem_seg": 0.27637299592606723, "lr": 0.01, "mask_rcnn/accuracy": 0.8717096191250326, "mask_rcnn/false_negative": 0.10952253143116289, "mask_rcnn/false_positive": 0.14986822633177851, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7980602718889713, "total_loss": 1.6993361925851787} {"data_time": 0.016704628244042397, "eta_seconds": 138798.669784897, "iteration": 92959, "loss_fcos_cls": 0.2691361487377435, "loss_fcos_ctr": 0.6262877471745014, "loss_fcos_loc": 0.21973383624572307, "loss_mask": 0.2903513191267848, "loss_maskiou": 0.006702831335132942, "loss_sem_seg": 0.3223425941541791, "lr": 0.01, "mask_rcnn/accuracy": 0.8816438862476809, "mask_rcnn/false_negative": 0.10294744978681539, "mask_rcnn/false_positive": 0.15851104844293662, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7869286444038153, "total_loss": 1.7448093921411783} {"data_time": 0.016043934039771557, "eta_seconds": 138826.552204323, "iteration": 92979, "loss_fcos_cls": 0.27598380122799426, "loss_fcos_ctr": 0.6255662785843015, "loss_fcos_loc": 0.2164732295786962, "loss_mask": 0.28433479461818933, "loss_maskiou": 0.006853377126390114, "loss_sem_seg": 0.30947780841961503, "lr": 0.01, "mask_rcnn/accuracy": 0.867980841536252, "mask_rcnn/false_negative": 0.09755587809127819, "mask_rcnn/false_positive": 0.17261495264547333, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7970076454803348, "total_loss": 1.7307699147349922} {"data_time": 0.015629516914486885, "eta_seconds": 138726.82698170282, "iteration": 92999, "loss_fcos_cls": 0.2666744841262698, "loss_fcos_ctr": 0.6223414074629545, "loss_fcos_loc": 0.20618809899315238, "loss_mask": 0.27651075925678015, "loss_maskiou": 0.006382794919773005, "loss_sem_seg": 0.3034380651079118, "lr": 0.01, "mask_rcnn/accuracy": 0.8859119179586729, "mask_rcnn/false_negative": 0.10509995767002343, "mask_rcnn/false_positive": 0.1362902963581864, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7735380381345749, "total_loss": 1.7008780991309322} {"data_time": 0.016000939533114433, "eta_seconds": 138707.29626824614, "iteration": 93019, "loss_fcos_cls": 0.2815496469847858, "loss_fcos_ctr": 0.6203330289572477, "loss_fcos_loc": 0.19811429921537638, "loss_mask": 0.28506820788607, "loss_maskiou": 0.006886604329338297, "loss_sem_seg": 0.2927994087804109, "lr": 0.01, "mask_rcnn/accuracy": 0.869811184399318, "mask_rcnn/false_negative": 0.1087429852296491, "mask_rcnn/false_positive": 0.17206438944168034, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.781055542640388, "total_loss": 1.7087387621140806} {"data_time": 0.015858073718845844, "eta_seconds": 138798.17972406372, "iteration": 93039, "loss_fcos_cls": 0.2912006478291005, "loss_fcos_ctr": 0.6234537251293659, "loss_fcos_loc": 0.22660185303539038, "loss_mask": 0.28074943646788597, "loss_maskiou": 0.0069850081781623885, "loss_sem_seg": 0.2906244043260813, "lr": 0.01, "mask_rcnn/accuracy": 0.8851435990623857, "mask_rcnn/false_negative": 0.09778939953221204, "mask_rcnn/false_positive": 0.17792254795044893, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.7936945548281074, "total_loss": 1.7015692592249252} {"data_time": 0.016640689224004745, "eta_seconds": 138720.270617594, "iteration": 93059, "loss_fcos_cls": 0.2719132462516427, "loss_fcos_ctr": 0.622562906704843, "loss_fcos_loc": 0.2072961798403412, "loss_mask": 0.29418810550123453, "loss_maskiou": 0.006815728083893191, "loss_sem_seg": 0.297279016347602, "lr": 0.01, "mask_rcnn/accuracy": 0.8812718223894332, "mask_rcnn/false_negative": 0.101390931128729, "mask_rcnn/false_positive": 0.14133855572509468, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7743997545912862, "total_loss": 1.7165849951124983} {"data_time": 0.01655599009245634, "eta_seconds": 138704.5907841334, "iteration": 93079, "loss_fcos_cls": 0.2680312533630058, "loss_fcos_ctr": 0.6218090504407883, "loss_fcos_loc": 0.20224883034825325, "loss_mask": 0.29279372096061707, "loss_maskiou": 0.006330392090603709, "loss_sem_seg": 0.3084522467106581, "lr": 0.01, "mask_rcnn/accuracy": 0.8592217070700677, "mask_rcnn/false_negative": 0.10750152110401298, "mask_rcnn/false_positive": 0.17583568437444214, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.25, "time": 0.7781649865210056, "total_loss": 1.668379965951317} {"data_time": 0.015577140264213085, "eta_seconds": 138661.27019578312, "iteration": 93099, "loss_fcos_cls": 0.27522398065775633, "loss_fcos_ctr": 0.6249610176309943, "loss_fcos_loc": 0.21393672213889658, "loss_mask": 0.2935902737081051, "loss_maskiou": 0.006729500375513453, "loss_sem_seg": 0.2931787804700434, "lr": 0.01, "mask_rcnn/accuracy": 0.8766637089618456, "mask_rcnn/false_negative": 0.10318595645110201, "mask_rcnn/false_positive": 0.16702073280115676, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7715368662029505, "total_loss": 1.7031279884104151} {"data_time": 0.015793113969266415, "eta_seconds": 138725.81793005858, "iteration": 93119, "loss_fcos_cls": 0.2857205867767334, "loss_fcos_ctr": 0.6216970696114004, "loss_fcos_loc": 0.20766907394863665, "loss_mask": 0.29263031482696533, "loss_maskiou": 0.00724797704606317, "loss_sem_seg": 0.30380511516705155, "lr": 0.01, "mask_rcnn/accuracy": 0.8760900151475748, "mask_rcnn/false_negative": 0.08136677995487365, "mask_rcnn/false_positive": 0.16362984588339852, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7874282831326127, "total_loss": 1.7243968295078957} {"data_time": 0.016365795396268368, "eta_seconds": 138679.60459772218, "iteration": 93139, "loss_fcos_cls": 0.2875398432370275, "loss_fcos_ctr": 0.6228632526472211, "loss_fcos_loc": 0.21308668213896453, "loss_mask": 0.29084622161462903, "loss_maskiou": 0.006952085721422918, "loss_sem_seg": 0.3014694028533995, "lr": 0.01, "mask_rcnn/accuracy": 0.8606505891341685, "mask_rcnn/false_negative": 0.10495142886291736, "mask_rcnn/false_positive": 0.1791365483295423, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7867726795375347, "total_loss": 1.7280042067432078} {"data_time": 0.01623888686299324, "eta_seconds": 138748.38151633367, "iteration": 93159, "loss_fcos_cls": 0.2870736760087311, "loss_fcos_ctr": 0.6243317937478423, "loss_fcos_loc": 0.21231617825105786, "loss_mask": 0.2844166252762079, "loss_maskiou": 0.006961104154470377, "loss_sem_seg": 0.30248567601665854, "lr": 0.01, "mask_rcnn/accuracy": 0.8921572885426572, "mask_rcnn/false_negative": 0.08571590903428235, "mask_rcnn/false_positive": 0.11459833894882802, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7980291787534952, "total_loss": 1.7463986432703678} {"data_time": 0.015217052772641182, "eta_seconds": 138678.76059164573, "iteration": 93179, "loss_fcos_cls": 0.2683313542511314, "loss_fcos_ctr": 0.6256958553567529, "loss_fcos_loc": 0.2227355963550508, "loss_mask": 0.29680677596479654, "loss_maskiou": 0.0068083134246990085, "loss_sem_seg": 0.295917016454041, "lr": 0.01, "mask_rcnn/accuracy": 0.8692786002248447, "mask_rcnn/false_negative": 0.10210026544856193, "mask_rcnn/false_positive": 0.15472674216774565, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.25, "time": 0.7842964315786958, "total_loss": 1.7233223328948952} {"data_time": 0.016400338150560856, "eta_seconds": 138610.51178336982, "iteration": 93199, "loss_fcos_cls": 0.27409570186864585, "loss_fcos_ctr": 0.6240648692473769, "loss_fcos_loc": 0.2054517560172826, "loss_mask": 0.2787231635302305, "loss_maskiou": 0.007610643449879717, "loss_sem_seg": 0.2904393582139164, "lr": 0.01, "mask_rcnn/accuracy": 0.8770817322869513, "mask_rcnn/false_negative": 0.10611489821111814, "mask_rcnn/false_positive": 0.138152991410255, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7658912111073732, "total_loss": 1.689149814461416} {"data_time": 0.016603896394371986, "eta_seconds": 138554.39913137443, "iteration": 93219, "loss_fcos_cls": 0.2817177209071815, "loss_fcos_ctr": 0.6246809437870979, "loss_fcos_loc": 0.21533830417320132, "loss_mask": 0.29576257336884737, "loss_maskiou": 0.007486445378162898, "loss_sem_seg": 0.31599471531808376, "lr": 0.01, "mask_rcnn/accuracy": 0.8670842921794326, "mask_rcnn/false_negative": 0.10243104244298545, "mask_rcnn/false_positive": 0.1420982129709842, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 36.0, "time": 0.793145171366632, "total_loss": 1.7281418754064362} {"data_time": 0.016571546904742718, "eta_seconds": 138538.72387225367, "iteration": 93239, "loss_fcos_cls": 0.28722243988886476, "loss_fcos_ctr": 0.6245166640728712, "loss_fcos_loc": 0.22019678901415318, "loss_mask": 0.2923584273084998, "loss_maskiou": 0.0073380914982408285, "loss_sem_seg": 0.29238956701010466, "lr": 0.01, "mask_rcnn/accuracy": 0.8571060889144391, "mask_rcnn/false_negative": 0.12223406135079912, "mask_rcnn/false_positive": 0.17034480751957307, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7921079946681857, "total_loss": 1.7188832864376309} {"data_time": 0.01624947227537632, "eta_seconds": 138519.1983870929, "iteration": 93259, "loss_fcos_cls": 0.27811409858986735, "loss_fcos_ctr": 0.6215859674848616, "loss_fcos_loc": 0.20518531452398747, "loss_mask": 0.28017113637179136, "loss_maskiou": 0.007167435294832103, "loss_sem_seg": 0.3118267748504877, "lr": 0.01, "mask_rcnn/accuracy": 0.8897118506493507, "mask_rcnn/false_negative": 0.08809771727429588, "mask_rcnn/false_positive": 0.13554440232349663, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.75, "time": 0.7802857356145978, "total_loss": 1.7237166696431814} {"data_time": 0.018066260032355785, "eta_seconds": 138520.1798196109, "iteration": 93279, "loss_fcos_cls": 0.28748452197760344, "loss_fcos_ctr": 0.6237377789802849, "loss_fcos_loc": 0.21107241418212652, "loss_mask": 0.29035318456590176, "loss_maskiou": 0.00690611194295343, "loss_sem_seg": 0.32252405816689134, "lr": 0.01, "mask_rcnn/accuracy": 0.8823640889443238, "mask_rcnn/false_negative": 0.09089876957633751, "mask_rcnn/false_positive": 0.1673345373884041, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.786266315728426, "total_loss": 1.745983121683821} {"data_time": 0.01638269703835249, "eta_seconds": 138504.50311114732, "iteration": 93299, "loss_fcos_cls": 0.27850982709787786, "loss_fcos_ctr": 0.6210647560656071, "loss_fcos_loc": 0.20717977895401418, "loss_mask": 0.26770331896841526, "loss_maskiou": 0.0062912753273849376, "loss_sem_seg": 0.31927031138911843, "lr": 0.01, "mask_rcnn/accuracy": 0.8898794437129691, "mask_rcnn/false_negative": 0.0816947915135977, "mask_rcnn/false_positive": 0.1407094899100211, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.25, "time": 0.7786656217649579, "total_loss": 1.7183379019697895} {"data_time": 0.015164949931204319, "eta_seconds": 138462.0903118644, "iteration": 93319, "loss_fcos_cls": 0.2787447366863489, "loss_fcos_ctr": 0.6237641060724854, "loss_fcos_loc": 0.20630921819247305, "loss_mask": 0.2935991883277893, "loss_maskiou": 0.007131628961360548, "loss_sem_seg": 0.31064464314840734, "lr": 0.01, "mask_rcnn/accuracy": 0.8717818050937747, "mask_rcnn/false_negative": 0.10204735635439406, "mask_rcnn/false_positive": 0.17293773114704108, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7690352564677596, "total_loss": 1.7157055219140602} {"data_time": 0.017549514770507812, "eta_seconds": 138522.7813245328, "iteration": 93339, "loss_fcos_cls": 0.26814596145413816, "loss_fcos_ctr": 0.6216483353637159, "loss_fcos_loc": 0.2096692708437331, "loss_mask": 0.2841429943218827, "loss_maskiou": 0.0067167813031119294, "loss_sem_seg": 0.2950088130310178, "lr": 0.01, "mask_rcnn/accuracy": 0.8677833537164448, "mask_rcnn/false_negative": 0.08668080664970196, "mask_rcnn/false_positive": 0.17046035050420044, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7896520430222154, "total_loss": 1.6938992651412264} {"data_time": 0.016596942208707333, "eta_seconds": 138580.4614625899, "iteration": 93359, "loss_fcos_cls": 0.25393017660826445, "loss_fcos_ctr": 0.624760702252388, "loss_fcos_loc": 0.20929531170986593, "loss_mask": 0.2704048603773117, "loss_maskiou": 0.006094362150179222, "loss_sem_seg": 0.2973523666150868, "lr": 0.01, "mask_rcnn/accuracy": 0.881614450467687, "mask_rcnn/false_negative": 0.09547371780080582, "mask_rcnn/false_positive": 0.1496501428784967, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7979172188788652, "total_loss": 1.6906162838204182} {"data_time": 0.0156375952064991, "eta_seconds": 138575.77084384486, "iteration": 93379, "loss_fcos_cls": 0.2757982451003045, "loss_fcos_ctr": 0.6183266139123589, "loss_fcos_loc": 0.19432382797822356, "loss_mask": 0.2730329977348447, "loss_maskiou": 0.006784632787457667, "loss_sem_seg": 0.3099894099868834, "lr": 0.01, "mask_rcnn/accuracy": 0.8946224950823702, "mask_rcnn/false_negative": 0.08673034192365527, "mask_rcnn/false_positive": 0.0873493637404634, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.25, "time": 0.7792240772396326, "total_loss": 1.6555789163685404} {"data_time": 0.01543061900883913, "eta_seconds": 138549.08019516896, "iteration": 93399, "loss_fcos_cls": 0.29487351048737764, "loss_fcos_ctr": 0.6211933325976133, "loss_fcos_loc": 0.21351189096458256, "loss_mask": 0.27129889838397503, "loss_maskiou": 0.005833114497363567, "loss_sem_seg": 0.32367737870663404, "lr": 0.01, "mask_rcnn/accuracy": 0.8866878482162096, "mask_rcnn/false_negative": 0.09904111185587164, "mask_rcnn/false_positive": 0.13026946022012445, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7676789918914437, "total_loss": 1.7136287925968645} {"data_time": 0.016184928826987743, "eta_seconds": 138561.0755351875, "iteration": 93419, "loss_fcos_cls": 0.2640235531143844, "loss_fcos_ctr": 0.6205752962268889, "loss_fcos_loc": 0.20615361211821437, "loss_mask": 0.2844003327190876, "loss_maskiou": 0.006456854593125172, "loss_sem_seg": 0.31129157706163824, "lr": 0.01, "mask_rcnn/accuracy": 0.8876034407665505, "mask_rcnn/false_negative": 0.1124645561795336, "mask_rcnn/false_positive": 0.1166935850702399, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7857718914747238, "total_loss": 1.6870159408645122} {"data_time": 0.016643285751342773, "eta_seconds": 138510.72851770837, "iteration": 93439, "loss_fcos_cls": 0.2869458133354783, "loss_fcos_ctr": 0.6230454337783158, "loss_fcos_loc": 0.21190764935454354, "loss_mask": 0.2791879205033183, "loss_maskiou": 0.00708144385862397, "loss_sem_seg": 0.3139991359785199, "lr": 0.01, "mask_rcnn/accuracy": 0.8755863756104418, "mask_rcnn/false_negative": 0.10028650295201952, "mask_rcnn/false_positive": 0.16783463611161953, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7667366191744804, "total_loss": 1.7368224582314724} {"data_time": 0.015273859724402428, "eta_seconds": 138513.0033265762, "iteration": 93459, "loss_fcos_cls": 0.2691438579931855, "loss_fcos_ctr": 0.623930056579411, "loss_fcos_loc": 0.2098005567677319, "loss_mask": 0.2867311146110296, "loss_maskiou": 0.006694470168440603, "loss_sem_seg": 0.353616111446172, "lr": 0.01, "mask_rcnn/accuracy": 0.8758889919604205, "mask_rcnn/false_negative": 0.11777013170210174, "mask_rcnn/false_positive": 0.13609675235630575, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7848619315773249, "total_loss": 1.7376297792216064} {"data_time": 0.016740091145038605, "eta_seconds": 138443.47389958147, "iteration": 93479, "loss_fcos_cls": 0.27018568641506135, "loss_fcos_ctr": 0.6219337554648519, "loss_fcos_loc": 0.21018037921749055, "loss_mask": 0.2915420439094305, "loss_maskiou": 0.006504194549052045, "loss_sem_seg": 0.29928214149549603, "lr": 0.01, "mask_rcnn/accuracy": 0.8762650607283082, "mask_rcnn/false_negative": 0.09508261936959023, "mask_rcnn/false_positive": 0.15475097121115533, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7741577792912722, "total_loss": 1.72976512754758} {"data_time": 0.016917272470891476, "eta_seconds": 138455.65995660704, "iteration": 93499, "loss_fcos_cls": 0.27412390778772533, "loss_fcos_ctr": 0.6196083789691329, "loss_fcos_loc": 0.20939621585421264, "loss_mask": 0.27583642303943634, "loss_maskiou": 0.0066176986147183925, "loss_sem_seg": 0.31254777777940035, "lr": 0.01, "mask_rcnn/accuracy": 0.8585324687351172, "mask_rcnn/false_negative": 0.0895315024524001, "mask_rcnn/false_positive": 0.17061225089977375, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.5, "time": 0.7789036259055138, "total_loss": 1.6819100739376154} {"data_time": 0.016675316728651524, "eta_seconds": 138364.85306583345, "iteration": 93519, "loss_fcos_cls": 0.2733663488179445, "loss_fcos_ctr": 0.6221358170732856, "loss_fcos_loc": 0.20925454003736377, "loss_mask": 0.29065951332449913, "loss_maskiou": 0.0071220882527995855, "loss_sem_seg": 0.2886673673056066, "lr": 0.01, "mask_rcnn/accuracy": 0.8800253055767762, "mask_rcnn/false_negative": 0.09692429508398563, "mask_rcnn/false_positive": 0.15760371383562008, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7777681620791554, "total_loss": 1.6998382719393703} {"data_time": 0.01649106666445732, "eta_seconds": 138236.01027758978, "iteration": 93539, "loss_fcos_cls": 0.2769798468798399, "loss_fcos_ctr": 0.6207220777869225, "loss_fcos_loc": 0.21041447576135397, "loss_mask": 0.2852997062727809, "loss_maskiou": 0.006848314231319819, "loss_sem_seg": 0.2720505844336003, "lr": 0.01, "mask_rcnn/accuracy": 0.8870404620181406, "mask_rcnn/false_negative": 0.09265129239404193, "mask_rcnn/false_positive": 0.13203840985121942, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7680066656321287, "total_loss": 1.6986135221814038} {"data_time": 0.015957231633365154, "eta_seconds": 138380.73078169767, "iteration": 93559, "loss_fcos_cls": 0.27406297205016017, "loss_fcos_ctr": 0.6227903603576124, "loss_fcos_loc": 0.21820252330508083, "loss_mask": 0.2784534702077508, "loss_maskiou": 0.006288819909968879, "loss_sem_seg": 0.2738627346698195, "lr": 0.01, "mask_rcnn/accuracy": 0.8957181569776387, "mask_rcnn/false_negative": 0.08380872962860922, "mask_rcnn/false_positive": 0.13654537878183534, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7954620104283094, "total_loss": 1.6863637570859282} {"data_time": 0.016146513633430004, "eta_seconds": 138392.9042056678, "iteration": 93579, "loss_fcos_cls": 0.29411605885252357, "loss_fcos_ctr": 0.6232219766825438, "loss_fcos_loc": 0.21391431824304163, "loss_mask": 0.2785626696422696, "loss_maskiou": 0.00675522381789051, "loss_sem_seg": 0.3067453554831445, "lr": 0.01, "mask_rcnn/accuracy": 0.8651303015920956, "mask_rcnn/false_negative": 0.12518727527734103, "mask_rcnn/false_positive": 0.15237188416923514, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.75, "time": 0.7994135599583387, "total_loss": 1.7145750149065861} {"data_time": 0.015209547244012356, "eta_seconds": 138401.56643060502, "iteration": 93599, "loss_fcos_cls": 0.27775781648233533, "loss_fcos_ctr": 0.6216185740195215, "loss_fcos_loc": 0.2041112460428849, "loss_mask": 0.2623530961573124, "loss_maskiou": 0.0060916042275493965, "loss_sem_seg": 0.3325608028098941, "lr": 0.01, "mask_rcnn/accuracy": 0.8850349568606211, "mask_rcnn/false_negative": 0.11032851604044885, "mask_rcnn/false_positive": 0.11539421948026293, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.25, "time": 0.7839121920987964, "total_loss": 1.708649425279873} {"data_time": 0.01608190033584833, "eta_seconds": 138369.5199204916, "iteration": 93619, "loss_fcos_cls": 0.27506896620616317, "loss_fcos_ctr": 0.6223147958517075, "loss_fcos_loc": 0.2170809623785317, "loss_mask": 0.2885555513203144, "loss_maskiou": 0.006969996109546628, "loss_sem_seg": 0.30551839526742697, "lr": 0.01, "mask_rcnn/accuracy": 0.8719918746323363, "mask_rcnn/false_negative": 0.10076342255163254, "mask_rcnn/false_positive": 0.15296115839554983, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7761105364188552, "total_loss": 1.6871407642465783} {"data_time": 0.015071413479745388, "eta_seconds": 138270.7705166191, "iteration": 93639, "loss_fcos_cls": 0.2726106692571193, "loss_fcos_ctr": 0.6266356566920877, "loss_fcos_loc": 0.2226217477582395, "loss_mask": 0.2786680948920548, "loss_maskiou": 0.006574827777512837, "loss_sem_seg": 0.30843532574363053, "lr": 0.01, "mask_rcnn/accuracy": 0.8749849324975891, "mask_rcnn/false_negative": 0.10231111848024305, "mask_rcnn/false_positive": 0.15550586145319895, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.78298479039222, "total_loss": 1.7352685316873249} {"data_time": 0.016957595013082027, "eta_seconds": 138011.4013149934, "iteration": 93659, "loss_fcos_cls": 0.27185320120770484, "loss_fcos_ctr": 0.6224121749401093, "loss_fcos_loc": 0.20635177684016526, "loss_mask": 0.2783719105646014, "loss_maskiou": 0.006426649451896083, "loss_sem_seg": 0.30900719948112965, "lr": 0.01, "mask_rcnn/accuracy": 0.869497237097086, "mask_rcnn/false_negative": 0.0938022303480616, "mask_rcnn/false_positive": 0.1358703266540507, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.75, "time": 0.7664061998948455, "total_loss": 1.6900478758907411} {"data_time": 0.016582953743636608, "eta_seconds": 138239.40966688097, "iteration": 93679, "loss_fcos_cls": 0.2776561351493001, "loss_fcos_ctr": 0.6221836190670729, "loss_fcos_loc": 0.20227585430257022, "loss_mask": 0.2816992290318012, "loss_maskiou": 0.0069403705128934234, "loss_sem_seg": 0.3258353751152754, "lr": 0.01, "mask_rcnn/accuracy": 0.8456363378684807, "mask_rcnn/false_negative": 0.11196612791729701, "mask_rcnn/false_positive": 0.21161339122616926, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.5, "time": 0.7891182638704777, "total_loss": 1.725724008771067} {"data_time": 0.016313347965478897, "eta_seconds": 138248.9468394639, "iteration": 93699, "loss_fcos_cls": 0.2723049046471715, "loss_fcos_ctr": 0.6225421149283648, "loss_fcos_loc": 0.2065699347294867, "loss_mask": 0.28698985558003187, "loss_maskiou": 0.006755954869731795, "loss_sem_seg": 0.320528756827116, "lr": 0.01, "mask_rcnn/accuracy": 0.8914302351375333, "mask_rcnn/false_negative": 0.0889529943204202, "mask_rcnn/false_positive": 0.13248740064672943, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 24.0, "time": 0.7954654190689325, "total_loss": 1.7097230601211777} {"data_time": 0.015209904871881008, "eta_seconds": 138291.07069981564, "iteration": 93719, "loss_fcos_cls": 0.2781586975324899, "loss_fcos_ctr": 0.6237509911879897, "loss_fcos_loc": 0.21492153906729072, "loss_mask": 0.28476730175316334, "loss_maskiou": 0.006321442342596129, "loss_sem_seg": 0.30904616322368383, "lr": 0.01, "mask_rcnn/accuracy": 0.8759505364645859, "mask_rcnn/false_negative": 0.10623395789540233, "mask_rcnn/false_positive": 0.15860362318628957, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.0, "time": 0.7828141516074538, "total_loss": 1.7341105674568098} {"data_time": 0.01643980946391821, "eta_seconds": 138145.98467992712, "iteration": 93739, "loss_fcos_cls": 0.2774787137750536, "loss_fcos_ctr": 0.6219135532155633, "loss_fcos_loc": 0.2042096082586795, "loss_mask": 0.2886158088222146, "loss_maskiou": 0.0074759036433533765, "loss_sem_seg": 0.3049999442882836, "lr": 0.01, "mask_rcnn/accuracy": 0.8619609557109558, "mask_rcnn/false_negative": 0.11176722697513808, "mask_rcnn/false_positive": 0.15533525941033982, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.75, "time": 0.7647607121616602, "total_loss": 1.734118658285297} {"data_time": 0.018531402572989464, "eta_seconds": 138044.07362726703, "iteration": 93759, "loss_fcos_cls": 0.282210536301136, "loss_fcos_ctr": 0.619764300994575, "loss_fcos_loc": 0.21302558318711817, "loss_mask": 0.28457580506801605, "loss_maskiou": 0.007172768884629477, "loss_sem_seg": 0.3492962387390435, "lr": 0.01, "mask_rcnn/accuracy": 0.8463325671177562, "mask_rcnn/false_negative": 0.10812281921882866, "mask_rcnn/false_positive": 0.19966308844713243, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7751412913203239, "total_loss": 1.8066487289470388} {"data_time": 0.01673868950456381, "eta_seconds": 138028.4082516022, "iteration": 93779, "loss_fcos_cls": 0.2726404621498659, "loss_fcos_ctr": 0.6235766867175698, "loss_fcos_loc": 0.2157508973032236, "loss_mask": 0.30338981561362743, "loss_maskiou": 0.007200782041763887, "loss_sem_seg": 0.3103569056838751, "lr": 0.01, "mask_rcnn/accuracy": 0.864019332222685, "mask_rcnn/false_negative": 0.10628380175468821, "mask_rcnn/false_positive": 0.15582568024410037, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.75, "time": 0.7832060949876904, "total_loss": 1.7395316435431596} {"data_time": 0.01619062479585409, "eta_seconds": 138220.32589058485, "iteration": 93799, "loss_fcos_cls": 0.282319123391062, "loss_fcos_ctr": 0.6231797221116722, "loss_fcos_loc": 0.2158895069733262, "loss_mask": 0.28478671982884407, "loss_maskiou": 0.006396170731022721, "loss_sem_seg": 0.2823043754324317, "lr": 0.01, "mask_rcnn/accuracy": 0.8753544924463292, "mask_rcnn/false_negative": 0.10144737468784135, "mask_rcnn/false_positive": 0.15756415843407612, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7923784917220473, "total_loss": 1.6943094640409981} {"data_time": 0.0157541586086154, "eta_seconds": 138041.3331918139, "iteration": 93819, "loss_fcos_cls": 0.2707285317592323, "loss_fcos_ctr": 0.6218159245327115, "loss_fcos_loc": 0.20258853310951963, "loss_mask": 0.2912863176316023, "loss_maskiou": 0.007773690274916589, "loss_sem_seg": 0.30652522249147296, "lr": 0.01, "mask_rcnn/accuracy": 0.8791567710551316, "mask_rcnn/false_negative": 0.10342745016406509, "mask_rcnn/false_positive": 0.11551338508831668, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.7711506150662899, "total_loss": 1.6810588669177378} {"data_time": 0.015026469714939594, "eta_seconds": 138080.37475493923, "iteration": 93839, "loss_fcos_cls": 0.2870841044932604, "loss_fcos_ctr": 0.6237171650864184, "loss_fcos_loc": 0.2099921143380925, "loss_mask": 0.30049330182373524, "loss_maskiou": 0.007717822736594826, "loss_sem_seg": 0.320841352455318, "lr": 0.01, "mask_rcnn/accuracy": 0.8781199323807484, "mask_rcnn/false_negative": 0.08991053966430552, "mask_rcnn/false_positive": 0.17697421739927266, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7877190969884396, "total_loss": 1.753219240650651} {"data_time": 0.01614569965749979, "eta_seconds": 138064.69814379886, "iteration": 93859, "loss_fcos_cls": 0.27817845903337, "loss_fcos_ctr": 0.6246210560202599, "loss_fcos_loc": 0.21427424170542508, "loss_mask": 0.29777321219444275, "loss_maskiou": 0.007893952410086058, "loss_sem_seg": 0.30625367164611816, "lr": 0.01, "mask_rcnn/accuracy": 0.8716288361935683, "mask_rcnn/false_negative": 0.10515264176014899, "mask_rcnn/false_positive": 0.1522656276538123, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7814145451411605, "total_loss": 1.7237567562842742} {"data_time": 0.016912496648728848, "eta_seconds": 138002.38433674257, "iteration": 93879, "loss_fcos_cls": 0.289111154852435, "loss_fcos_ctr": 0.6242659967392683, "loss_fcos_loc": 0.2094651722582057, "loss_mask": 0.2925140904262662, "loss_maskiou": 0.006353159391437657, "loss_sem_seg": 0.3068654634989798, "lr": 0.01, "mask_rcnn/accuracy": 0.8547896955278068, "mask_rcnn/false_negative": 0.09066274469596733, "mask_rcnn/false_positive": 0.16699561587507644, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.5, "time": 0.7793678669258952, "total_loss": 1.7525781182048377} {"data_time": 0.015674189664423466, "eta_seconds": 138050.9626999246, "iteration": 93899, "loss_fcos_cls": 0.2725953165208921, "loss_fcos_ctr": 0.6225779699161649, "loss_fcos_loc": 0.2105581695213914, "loss_mask": 0.29160331282764673, "loss_maskiou": 0.00667508204060141, "loss_sem_seg": 0.31898699374869466, "lr": 0.01, "mask_rcnn/accuracy": 0.8679993983759511, "mask_rcnn/false_negative": 0.11171357450414515, "mask_rcnn/false_positive": 0.1498837509433747, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7807388510555029, "total_loss": 1.710929586653947} {"data_time": 0.015276290476322174, "eta_seconds": 137831.24159330688, "iteration": 93919, "loss_fcos_cls": 0.2690855818800628, "loss_fcos_ctr": 0.6235929550603032, "loss_fcos_loc": 0.2160554111469537, "loss_mask": 0.28486565966159105, "loss_maskiou": 0.006464190068072639, "loss_sem_seg": 0.30239189974963665, "lr": 0.01, "mask_rcnn/accuracy": 0.8672086044562752, "mask_rcnn/false_negative": 0.11884029986735574, "mask_rcnn/false_positive": 0.14855685901164006, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7681406289339066, "total_loss": 1.7173735649557784} {"data_time": 0.016268664970993996, "eta_seconds": 137747.0180125963, "iteration": 93939, "loss_fcos_cls": 0.27605263621080667, "loss_fcos_ctr": 0.6217876290902495, "loss_fcos_loc": 0.20801882725208998, "loss_mask": 0.28601293452084064, "loss_maskiou": 0.007081603194819763, "loss_sem_seg": 0.30010308511555195, "lr": 0.01, "mask_rcnn/accuracy": 0.8614918189498022, "mask_rcnn/false_negative": 0.0817312571322365, "mask_rcnn/false_positive": 0.18570351586512918, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.0, "time": 0.7730345018208027, "total_loss": 1.720292271093058} {"data_time": 0.01620879303663969, "eta_seconds": 137731.37036569975, "iteration": 93959, "loss_fcos_cls": 0.2684528357349336, "loss_fcos_ctr": 0.623809864744544, "loss_fcos_loc": 0.21833743923343718, "loss_mask": 0.28873652406036854, "loss_maskiou": 0.007146603355067782, "loss_sem_seg": 0.31749019445851445, "lr": 0.01, "mask_rcnn/accuracy": 0.8845158667862749, "mask_rcnn/false_negative": 0.10957695536135362, "mask_rcnn/false_positive": 0.15303628159158328, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7867580279707909, "total_loss": 1.7119144168755156} {"data_time": 0.01671566814184189, "eta_seconds": 137533.1784946397, "iteration": 93979, "loss_fcos_cls": 0.27260005136486143, "loss_fcos_ctr": 0.6210427600890398, "loss_fcos_loc": 0.2027876612264663, "loss_mask": 0.26956116827204823, "loss_maskiou": 0.006067569804145023, "loss_sem_seg": 0.2967521562241018, "lr": 0.01, "mask_rcnn/accuracy": 0.8856208806782786, "mask_rcnn/false_negative": 0.09905452292480468, "mask_rcnn/false_positive": 0.1379797356973822, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.25, "time": 0.7658974044024944, "total_loss": 1.6963730799616314} {"data_time": 0.016910722479224205, "eta_seconds": 137568.5525185028, "iteration": 93999, "loss_fcos_cls": 0.27463361073751, "loss_fcos_ctr": 0.6235326416790485, "loss_fcos_loc": 0.21794383716769516, "loss_mask": 0.29982374887913465, "loss_maskiou": 0.006514075241284445, "loss_sem_seg": 0.29858384002000093, "lr": 0.01, "mask_rcnn/accuracy": 0.8716707350436028, "mask_rcnn/false_negative": 0.10024935217527478, "mask_rcnn/false_positive": 0.1568362288991561, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.5, "time": 0.7790379710495472, "total_loss": 1.7479234368711332} {"data_time": 0.01766719203442335, "eta_seconds": 137621.8845715588, "iteration": 94019, "loss_fcos_cls": 0.28516751871211454, "loss_fcos_ctr": 0.6216811998747289, "loss_fcos_loc": 0.21064943075180054, "loss_mask": 0.2682056315243244, "loss_maskiou": 0.0057601163716753945, "loss_sem_seg": 0.3078331779688597, "lr": 0.01, "mask_rcnn/accuracy": 0.8797822035514665, "mask_rcnn/false_negative": 0.09554518582178403, "mask_rcnn/false_positive": 0.14626231118416014, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7937000524252653, "total_loss": 1.7036515575018711} {"data_time": 0.015504730865359306, "eta_seconds": 137537.2871160293, "iteration": 94039, "loss_fcos_cls": 0.2715196837671101, "loss_fcos_ctr": 0.6203404441475868, "loss_fcos_loc": 0.2041788409696892, "loss_mask": 0.28098827693611383, "loss_maskiou": 0.006270902493270114, "loss_sem_seg": 0.3186066672205925, "lr": 0.01, "mask_rcnn/accuracy": 0.8916914101706257, "mask_rcnn/false_negative": 0.09557010509033066, "mask_rcnn/false_positive": 0.10750016514930834, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7721635801717639, "total_loss": 1.708509260774008} {"data_time": 0.016865291632711887, "eta_seconds": 137562.3757060552, "iteration": 94059, "loss_fcos_cls": 0.2730122653301805, "loss_fcos_ctr": 0.6225378238596022, "loss_fcos_loc": 0.20622838602866977, "loss_mask": 0.29093696689233184, "loss_maskiou": 0.006822458846727386, "loss_sem_seg": 0.3023772689048201, "lr": 0.01, "mask_rcnn/accuracy": 0.8907214410154305, "mask_rcnn/false_negative": 0.10724327584473771, "mask_rcnn/false_positive": 0.1158874737238755, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7773185325786471, "total_loss": 1.6681786969784298} {"data_time": 0.01683202851563692, "eta_seconds": 137558.68979003187, "iteration": 94079, "loss_fcos_cls": 0.27382500655949116, "loss_fcos_ctr": 0.623606726527214, "loss_fcos_loc": 0.21361872961279005, "loss_mask": 0.2857690555974841, "loss_maskiou": 0.006929167102498468, "loss_sem_seg": 0.3586007095873356, "lr": 0.01, "mask_rcnn/accuracy": 0.8834197242726878, "mask_rcnn/false_negative": 0.10770467733821544, "mask_rcnn/false_positive": 0.15169143404497798, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7836257591843605, "total_loss": 1.758891215584299} {"data_time": 0.01673773303627968, "eta_seconds": 137657.92421599105, "iteration": 94099, "loss_fcos_cls": 0.27443075412884355, "loss_fcos_ctr": 0.6203270805999637, "loss_fcos_loc": 0.20678454637527466, "loss_mask": 0.2839803211390972, "loss_maskiou": 0.0064009441557573155, "loss_sem_seg": 0.3344254996627569, "lr": 0.01, "mask_rcnn/accuracy": 0.8631457706033233, "mask_rcnn/false_negative": 0.10857820795778397, "mask_rcnn/false_positive": 0.14836555222300168, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.8090131422504783, "total_loss": 1.7146509061130928} {"data_time": 0.015097523108124733, "eta_seconds": 137633.02306147758, "iteration": 94119, "loss_fcos_cls": 0.2824375049676746, "loss_fcos_ctr": 0.6224788576364517, "loss_fcos_loc": 0.2127560144290328, "loss_mask": 0.2856995416805148, "loss_maskiou": 0.0064619017648510635, "loss_sem_seg": 0.32857844326645136, "lr": 0.01, "mask_rcnn/accuracy": 0.8887297226582941, "mask_rcnn/false_negative": 0.0876190690089411, "mask_rcnn/false_positive": 0.1863100809661266, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7865755530074239, "total_loss": 1.729778196371626} {"data_time": 0.015017828904092312, "eta_seconds": 137545.58646193426, "iteration": 94139, "loss_fcos_cls": 0.2753389165736735, "loss_fcos_ctr": 0.6218326352536678, "loss_fcos_loc": 0.20446296129375696, "loss_mask": 0.2825864516198635, "loss_maskiou": 0.007015398878138512, "loss_sem_seg": 0.3355611804872751, "lr": 0.01, "mask_rcnn/accuracy": 0.8839090844671202, "mask_rcnn/false_negative": 0.11444863747319015, "mask_rcnn/false_positive": 0.12333849243939984, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.75, "time": 0.7786125410348177, "total_loss": 1.7279185898951255} {"data_time": 0.018028059974312782, "eta_seconds": 137421.2357781455, "iteration": 94159, "loss_fcos_cls": 0.2733834389364347, "loss_fcos_ctr": 0.6210427917540073, "loss_fcos_loc": 0.20096234790980816, "loss_mask": 0.2736355494707823, "loss_maskiou": 0.00634135989821516, "loss_sem_seg": 0.3208716297522187, "lr": 0.01, "mask_rcnn/accuracy": 0.8978369718963242, "mask_rcnn/false_negative": 0.08312426313771251, "mask_rcnn/false_positive": 0.12034462548019015, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.769879411906004, "total_loss": 1.708397783280816} {"data_time": 0.015744471922516823, "eta_seconds": 137405.60560818762, "iteration": 94179, "loss_fcos_cls": 0.2782993749715388, "loss_fcos_ctr": 0.6254570251330733, "loss_fcos_loc": 0.21369516209233552, "loss_mask": 0.27536391373723745, "loss_maskiou": 0.006238955560547765, "loss_sem_seg": 0.27851515216752887, "lr": 0.01, "mask_rcnn/accuracy": 0.871868190986754, "mask_rcnn/false_negative": 0.1178280354835032, "mask_rcnn/false_positive": 0.12483602358295194, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7800239557400346, "total_loss": 1.7206411829247372} {"data_time": 0.017678003758192062, "eta_seconds": 137395.48077339772, "iteration": 94199, "loss_fcos_cls": 0.26873497338965535, "loss_fcos_ctr": 0.6248940173536539, "loss_fcos_loc": 0.21409231272991747, "loss_mask": 0.28705921303480864, "loss_maskiou": 0.007352773536695167, "loss_sem_seg": 0.29688434349372983, "lr": 0.01, "mask_rcnn/accuracy": 0.8719170252370612, "mask_rcnn/false_negative": 0.1096711471864791, "mask_rcnn/false_positive": 0.15005001368756882, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 33.75, "time": 0.777381713502109, "total_loss": 1.6968296566046774} {"data_time": 0.016466650180518627, "eta_seconds": 137414.2979130773, "iteration": 94219, "loss_fcos_cls": 0.2743655885569751, "loss_fcos_ctr": 0.6222771592438221, "loss_fcos_loc": 0.2080340012907982, "loss_mask": 0.2815072797238827, "loss_maskiou": 0.006048367024050094, "loss_sem_seg": 0.3481167864520103, "lr": 0.01, "mask_rcnn/accuracy": 0.8865768233522917, "mask_rcnn/false_negative": 0.09395877332218183, "mask_rcnn/false_positive": 0.15641933771141225, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.8003012612462044, "total_loss": 1.734661805901851} {"data_time": 0.015823555178940296, "eta_seconds": 137364.2191808531, "iteration": 94239, "loss_fcos_cls": 0.27641362231224775, "loss_fcos_ctr": 0.6226507471874356, "loss_fcos_loc": 0.2034691316075623, "loss_mask": 0.2861891807988286, "loss_maskiou": 0.006352307798806578, "loss_sem_seg": 0.2759263445623219, "lr": 0.01, "mask_rcnn/accuracy": 0.8643512347569213, "mask_rcnn/false_negative": 0.11225140582161874, "mask_rcnn/false_positive": 0.15361299061766448, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.25, "time": 0.7886231886222959, "total_loss": 1.6795767601506668} {"data_time": 0.014560581184923649, "eta_seconds": 137309.02749534324, "iteration": 94259, "loss_fcos_cls": 0.2787280841730535, "loss_fcos_ctr": 0.6221418334171176, "loss_fcos_loc": 0.211679617757909, "loss_mask": 0.2776761306449771, "loss_maskiou": 0.0062907885876484215, "loss_sem_seg": 0.29643279081210494, "lr": 0.01, "mask_rcnn/accuracy": 0.8741793228919474, "mask_rcnn/false_negative": 0.10288605002918352, "mask_rcnn/false_positive": 0.15560524644953375, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7670019706711173, "total_loss": 1.6773664268985158} {"data_time": 0.01702391728758812, "eta_seconds": 137315.2585234819, "iteration": 94279, "loss_fcos_cls": 0.2711515778210014, "loss_fcos_ctr": 0.6232778583653271, "loss_fcos_loc": 0.20451267738826573, "loss_mask": 0.2795322258025408, "loss_maskiou": 0.007212102187622804, "loss_sem_seg": 0.2752469861879945, "lr": 0.01, "mask_rcnn/accuracy": 0.8917886959978797, "mask_rcnn/false_negative": 0.07997671402255108, "mask_rcnn/false_positive": 0.12380838550627102, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 25.5, "time": 0.7885499130934477, "total_loss": 1.6777396636098274} {"data_time": 0.01573216076940298, "eta_seconds": 137299.62974166032, "iteration": 94299, "loss_fcos_cls": 0.27813772135414183, "loss_fcos_ctr": 0.6261531244963408, "loss_fcos_loc": 0.21370479906909168, "loss_mask": 0.290595106780529, "loss_maskiou": 0.0070974815607769415, "loss_sem_seg": 0.3056709682568908, "lr": 0.01, "mask_rcnn/accuracy": 0.8936964998398901, "mask_rcnn/false_negative": 0.09670836533850652, "mask_rcnn/false_positive": 0.13602943736711623, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.5, "time": 0.7727387892082334, "total_loss": 1.7238839949204703} {"data_time": 0.015392083674669266, "eta_seconds": 137336.12433463987, "iteration": 94319, "loss_fcos_cls": 0.2692552884109318, "loss_fcos_ctr": 0.6237540962174535, "loss_fcos_loc": 0.21501585561782122, "loss_mask": 0.2854820881038904, "loss_maskiou": 0.0067293940228410065, "loss_sem_seg": 0.3118792362511158, "lr": 0.01, "mask_rcnn/accuracy": 0.8767154183101813, "mask_rcnn/false_negative": 0.10147978775234573, "mask_rcnn/false_positive": 0.15906957096430369, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.25, "time": 0.7896985914558172, "total_loss": 1.7168364830649807} {"data_time": 0.017215853556990623, "eta_seconds": 137246.52231897786, "iteration": 94339, "loss_fcos_cls": 0.2833017234224826, "loss_fcos_ctr": 0.624068143311888, "loss_fcos_loc": 0.20796048152260482, "loss_mask": 0.28735445998609066, "loss_maskiou": 0.0066609925124794245, "loss_sem_seg": 0.30781631264835596, "lr": 0.01, "mask_rcnn/accuracy": 0.8593086214077468, "mask_rcnn/false_negative": 0.11609178474238226, "mask_rcnn/false_positive": 0.17411409564580133, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.0, "time": 0.7791250003501773, "total_loss": 1.7166358941467479} {"data_time": 0.016418560408055782, "eta_seconds": 137230.89602488652, "iteration": 94359, "loss_fcos_cls": 0.27843044558539987, "loss_fcos_ctr": 0.6225072471424937, "loss_fcos_loc": 0.2185523682856001, "loss_mask": 0.2885158658027649, "loss_maskiou": 0.006605708389542997, "loss_sem_seg": 0.33566625928506255, "lr": 0.01, "mask_rcnn/accuracy": 0.861705680648883, "mask_rcnn/false_negative": 0.12590417046038316, "mask_rcnn/false_positive": 0.14364360434381557, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 34.25, "time": 0.7889038911089301, "total_loss": 1.77332876183209} {"data_time": 0.017006847076117992, "eta_seconds": 137215.26973079517, "iteration": 94379, "loss_fcos_cls": 0.2822717177332379, "loss_fcos_ctr": 0.6217969143763185, "loss_fcos_loc": 0.20773527841083705, "loss_mask": 0.28407605551183224, "loss_maskiou": 0.007505709319957532, "loss_sem_seg": 0.2880889445077628, "lr": 0.01, "mask_rcnn/accuracy": 0.8759648390606243, "mask_rcnn/false_negative": 0.10309947329713764, "mask_rcnn/false_positive": 0.1608338085391962, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 34.0, "time": 0.783248906955123, "total_loss": 1.701763956611103} {"data_time": 0.015102020464837551, "eta_seconds": 137273.58547188994, "iteration": 94399, "loss_fcos_cls": 0.27742832340300083, "loss_fcos_ctr": 0.6207715645432472, "loss_fcos_loc": 0.2018833018373698, "loss_mask": 0.28696790244430304, "loss_maskiou": 0.007455827158992179, "loss_sem_seg": 0.31478621531277895, "lr": 0.01, "mask_rcnn/accuracy": 0.8712319302721089, "mask_rcnn/false_negative": 0.11592119468160869, "mask_rcnn/false_positive": 0.13456187779576173, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.5, "time": 0.8029171340167522, "total_loss": 1.7228629336023005} {"data_time": 0.016456478275358677, "eta_seconds": 137257.95075620245, "iteration": 94419, "loss_fcos_cls": 0.28212147927843034, "loss_fcos_ctr": 0.6252545975148678, "loss_fcos_loc": 0.21781232859939337, "loss_mask": 0.29823712166398764, "loss_maskiou": 0.006394032316165976, "loss_sem_seg": 0.3651557029224932, "lr": 0.01, "mask_rcnn/accuracy": 0.874592545351474, "mask_rcnn/false_negative": 0.08862181619318418, "mask_rcnn/false_positive": 0.15192853838160317, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 23.75, "time": 0.788296215236187, "total_loss": 1.7654407472000457} {"data_time": 0.018315511755645275, "eta_seconds": 137242.31604051497, "iteration": 94439, "loss_fcos_cls": 0.28141873283311725, "loss_fcos_ctr": 0.6228190334513783, "loss_fcos_loc": 0.21139704948291183, "loss_mask": 0.29510286822915077, "loss_maskiou": 0.007060608040774241, "loss_sem_seg": 0.32261938974261284, "lr": 0.01, "mask_rcnn/accuracy": 0.8961358581894296, "mask_rcnn/false_negative": 0.0897555111986704, "mask_rcnn/false_positive": 0.11401417629850118, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 24.5, "time": 0.7707250900566578, "total_loss": 1.7263418579896097} {"data_time": 0.016121207736432552, "eta_seconds": 137226.68132482748, "iteration": 94459, "loss_fcos_cls": 0.2974426024593413, "loss_fcos_ctr": 0.622159271966666, "loss_fcos_loc": 0.2152640267740935, "loss_mask": 0.2863999977707863, "loss_maskiou": 0.006723370497638825, "loss_sem_seg": 0.3337310440838337, "lr": 0.01, "mask_rcnn/accuracy": 0.8767243916797489, "mask_rcnn/false_negative": 0.0983960338291047, "mask_rcnn/false_positive": 0.16346645031499496, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7788658840581775, "total_loss": 1.7760561794711975} {"data_time": 0.0177691662684083, "eta_seconds": 137233.99177168775, "iteration": 94479, "loss_fcos_cls": 0.27386087854392827, "loss_fcos_ctr": 0.6232007509097457, "loss_fcos_loc": 0.21237738500349224, "loss_mask": 0.27887165546417236, "loss_maskiou": 0.006565676594618708, "loss_sem_seg": 0.31496833730489016, "lr": 0.01, "mask_rcnn/accuracy": 0.8882884972170686, "mask_rcnn/false_negative": 0.09157711302080981, "mask_rcnn/false_positive": 0.14776544551299362, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.7772542992606759, "total_loss": 1.7379730106767965} {"data_time": 0.01621609926223755, "eta_seconds": 137195.41189345252, "iteration": 94499, "loss_fcos_cls": 0.2809598986059427, "loss_fcos_ctr": 0.6202532686293125, "loss_fcos_loc": 0.2058860704419203, "loss_mask": 0.27230417635291815, "loss_maskiou": 0.006493890687124804, "loss_sem_seg": 0.30445181019604206, "lr": 0.01, "mask_rcnn/accuracy": 0.8574226450327234, "mask_rcnn/false_negative": 0.11716649971975795, "mask_rcnn/false_positive": 0.17218158424407637, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7782058473676443, "total_loss": 1.7037183974316576} {"data_time": 0.01843562349677086, "eta_seconds": 137127.71314162295, "iteration": 94519, "loss_fcos_cls": 0.27324412460438907, "loss_fcos_ctr": 0.6226974967867136, "loss_fcos_loc": 0.21250159083865583, "loss_mask": 0.27231127489358187, "loss_maskiou": 0.006828677491284907, "loss_sem_seg": 0.2719674492254853, "lr": 0.01, "mask_rcnn/accuracy": 0.8865158211171793, "mask_rcnn/false_negative": 0.08598010666653944, "mask_rcnn/false_positive": 0.13285304099404538, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.5, "time": 0.764599827118218, "total_loss": 1.665654456577613} {"data_time": 0.015017115511000156, "eta_seconds": 137112.08435980137, "iteration": 94539, "loss_fcos_cls": 0.27760939323343337, "loss_fcos_ctr": 0.6236423226073384, "loss_fcos_loc": 0.21281267807353288, "loss_mask": 0.2862625112757087, "loss_maskiou": 0.006565877833054401, "loss_sem_seg": 0.3696115189231932, "lr": 0.01, "mask_rcnn/accuracy": 0.8680178296014762, "mask_rcnn/false_negative": 0.10727820588310742, "mask_rcnn/false_positive": 0.15703533546407034, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 39.5, "time": 0.7719684913754463, "total_loss": 1.7498626626620535} {"data_time": 0.017383193597197533, "eta_seconds": 136997.60691350047, "iteration": 94559, "loss_fcos_cls": 0.27730596368201077, "loss_fcos_ctr": 0.623262113891542, "loss_fcos_loc": 0.21013670624233782, "loss_mask": 0.2946223272010684, "loss_maskiou": 0.007102707888407167, "loss_sem_seg": 0.3163602906279266, "lr": 0.01, "mask_rcnn/accuracy": 0.8670121173469387, "mask_rcnn/false_negative": 0.09118684151951889, "mask_rcnn/false_positive": 0.14979759100056483, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 25.5, "time": 0.7773104561492801, "total_loss": 1.7300355264815153} {"data_time": 0.01566646248102188, "eta_seconds": 137005.2443163274, "iteration": 94579, "loss_fcos_cls": 0.28475551260635257, "loss_fcos_ctr": 0.6264763851650059, "loss_fcos_loc": 0.21536430134437978, "loss_mask": 0.28405688144266605, "loss_maskiou": 0.006753148991265334, "loss_sem_seg": 0.30504704592749476, "lr": 0.01, "mask_rcnn/accuracy": 0.874751480848021, "mask_rcnn/false_negative": 0.11391780968750735, "mask_rcnn/false_positive": 0.15159511871135428, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.8042063172906637, "total_loss": 1.720045456677326} {"data_time": 0.015453645028173923, "eta_seconds": 137048.87330466975, "iteration": 94599, "loss_fcos_cls": 0.2758573666214943, "loss_fcos_ctr": 0.6237568659707904, "loss_fcos_loc": 0.21788164880126715, "loss_mask": 0.28675966802984476, "loss_maskiou": 0.006975227763177827, "loss_sem_seg": 0.31614828342571855, "lr": 0.01, "mask_rcnn/accuracy": 0.8859133351114594, "mask_rcnn/false_negative": 0.10430123789397197, "mask_rcnn/false_positive": 0.13556650683567778, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7941072909161448, "total_loss": 1.7302397082967218} {"data_time": 0.015398185700178146, "eta_seconds": 136961.56870587356, "iteration": 94619, "loss_fcos_cls": 0.27533985720947385, "loss_fcos_ctr": 0.6198721579276025, "loss_fcos_loc": 0.1988439066335559, "loss_mask": 0.27014522440731525, "loss_maskiou": 0.006610931835894007, "loss_sem_seg": 0.32854711450636387, "lr": 0.01, "mask_rcnn/accuracy": 0.87805386577708, "mask_rcnn/false_negative": 0.10473211110796429, "mask_rcnn/false_positive": 0.13915837970414452, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7740443963557482, "total_loss": 1.7277382836764446} {"data_time": 0.018078546971082687, "eta_seconds": 136982.50192112755, "iteration": 94639, "loss_fcos_cls": 0.28516011545434594, "loss_fcos_ctr": 0.6210730304010212, "loss_fcos_loc": 0.20245668152347207, "loss_mask": 0.28679428342729807, "loss_maskiou": 0.006698655983200297, "loss_sem_seg": 0.28163774823769927, "lr": 0.01, "mask_rcnn/accuracy": 0.8814289257369614, "mask_rcnn/false_negative": 0.09415050745050577, "mask_rcnn/false_positive": 0.17093302379577902, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 19.75, "time": 0.7937310328707099, "total_loss": 1.6812106486177072} {"data_time": 0.01617496646940708, "eta_seconds": 137087.2834643349, "iteration": 94659, "loss_fcos_cls": 0.284229623619467, "loss_fcos_ctr": 0.6222910908982158, "loss_fcos_loc": 0.20354594895616174, "loss_mask": 0.29756355937570333, "loss_maskiou": 0.007510328679927625, "loss_sem_seg": 0.2930023497901857, "lr": 0.01, "mask_rcnn/accuracy": 0.8674913875806732, "mask_rcnn/false_negative": 0.11491268079286156, "mask_rcnn/false_positive": 0.1550715615655507, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.25, "time": 0.769769974052906, "total_loss": 1.7297961381700588} {"data_time": 0.016291613690555096, "eta_seconds": 136914.71246647276, "iteration": 94679, "loss_fcos_cls": 0.27480882906820625, "loss_fcos_ctr": 0.6213073628023267, "loss_fcos_loc": 0.20086934324353933, "loss_mask": 0.26724289497360587, "loss_maskiou": 0.006676035329292063, "loss_sem_seg": 0.3412160341395065, "lr": 0.01, "mask_rcnn/accuracy": 0.8886160714285715, "mask_rcnn/false_negative": 0.0878204688618453, "mask_rcnn/false_positive": 0.12221912502209797, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.7807567622512579, "total_loss": 1.720259055000497} {"data_time": 0.017898008227348328, "eta_seconds": 136852.53962382302, "iteration": 94699, "loss_fcos_cls": 0.26855955994687974, "loss_fcos_ctr": 0.6249304325319827, "loss_fcos_loc": 0.2203626164700836, "loss_mask": 0.28747363202273846, "loss_maskiou": 0.006805258599342778, "loss_sem_seg": 0.3582218843512237, "lr": 0.01, "mask_rcnn/accuracy": 0.8655011425940065, "mask_rcnn/false_negative": 0.107952481301644, "mask_rcnn/false_positive": 0.1635326440847678, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.75, "time": 0.7689471812918782, "total_loss": 1.7408733857155312} {"data_time": 0.017586493864655495, "eta_seconds": 136763.56112474017, "iteration": 94719, "loss_fcos_cls": 0.26502455689478666, "loss_fcos_ctr": 0.6216145884245634, "loss_fcos_loc": 0.20031339640263468, "loss_mask": 0.28222955390810966, "loss_maskiou": 0.007045117294183001, "loss_sem_seg": 0.30186072178184986, "lr": 0.01, "mask_rcnn/accuracy": 0.890658542519392, "mask_rcnn/false_negative": 0.08440670811335574, "mask_rcnn/false_positive": 0.13303818891278518, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.5, "time": 0.7672135550528765, "total_loss": 1.678523057489656} {"data_time": 0.017827416770160198, "eta_seconds": 136756.2640258791, "iteration": 94739, "loss_fcos_cls": 0.2826664673630148, "loss_fcos_ctr": 0.6186138233169913, "loss_fcos_loc": 0.20283104642294347, "loss_mask": 0.29306895565241575, "loss_maskiou": 0.007440719098667614, "loss_sem_seg": 0.27375026186928153, "lr": 0.01, "mask_rcnn/accuracy": 0.8803066564990163, "mask_rcnn/false_negative": 0.0917392935661156, "mask_rcnn/false_positive": 0.14693491017611876, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7788857035338879, "total_loss": 1.686677181867708} {"data_time": 0.015248719602823257, "eta_seconds": 136759.63690143172, "iteration": 94759, "loss_fcos_cls": 0.2609172477386892, "loss_fcos_ctr": 0.6219653785228729, "loss_fcos_loc": 0.19980809465050697, "loss_mask": 0.2800855450332165, "loss_maskiou": 0.006512081570690498, "loss_sem_seg": 0.29140666173771024, "lr": 0.01, "mask_rcnn/accuracy": 0.8772250566893425, "mask_rcnn/false_negative": 0.10014763600013349, "mask_rcnn/false_positive": 0.15011348087576135, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.0, "time": 0.7807450480759144, "total_loss": 1.6787018846953288} {"data_time": 0.016285400837659836, "eta_seconds": 136744.02872333396, "iteration": 94779, "loss_fcos_cls": 0.2786255036480725, "loss_fcos_ctr": 0.6202765395864844, "loss_fcos_loc": 0.20599645609036088, "loss_mask": 0.27475664392113686, "loss_maskiou": 0.006400313941412605, "loss_sem_seg": 0.27253993647173047, "lr": 0.01, "mask_rcnn/accuracy": 0.8914198087175031, "mask_rcnn/false_negative": 0.08198582517843933, "mask_rcnn/false_positive": 0.11864963357407836, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7818424114957452, "total_loss": 1.6969850157474866} {"data_time": 0.0157419852912426, "eta_seconds": 136728.4205452362, "iteration": 94799, "loss_fcos_cls": 0.2723977230489254, "loss_fcos_ctr": 0.62618796993047, "loss_fcos_loc": 0.2143597718095407, "loss_mask": 0.2985188774764538, "loss_maskiou": 0.006750943313818425, "loss_sem_seg": 0.2983686584047973, "lr": 0.01, "mask_rcnn/accuracy": 0.8731118135894176, "mask_rcnn/false_negative": 0.10436857248640063, "mask_rcnn/false_positive": 0.16251254168069096, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7844001967459917, "total_loss": 1.725883384962799} {"data_time": 0.015900791622698307, "eta_seconds": 136741.35693147779, "iteration": 94819, "loss_fcos_cls": 0.26831013103947043, "loss_fcos_ctr": 0.6209333539009094, "loss_fcos_loc": 0.2040998092852533, "loss_mask": 0.27868369966745377, "loss_maskiou": 0.006589235475985333, "loss_sem_seg": 0.29427310824394226, "lr": 0.01, "mask_rcnn/accuracy": 0.8821190311873541, "mask_rcnn/false_negative": 0.09913154407530805, "mask_rcnn/false_positive": 0.1484581377120756, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7858511917293072, "total_loss": 1.676129297760781} {"data_time": 0.01615424733608961, "eta_seconds": 136626.30467532668, "iteration": 94839, "loss_fcos_cls": 0.2729810983873904, "loss_fcos_ctr": 0.6212115352973342, "loss_fcos_loc": 0.20726776425726712, "loss_mask": 0.2776439366862178, "loss_maskiou": 0.007042301294859499, "loss_sem_seg": 0.3326449585147202, "lr": 0.01, "mask_rcnn/accuracy": 0.8764268693119139, "mask_rcnn/false_negative": 0.09242560935919653, "mask_rcnn/false_positive": 0.1630298886484186, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.5, "time": 0.7743853786960244, "total_loss": 1.7189056747156428} {"data_time": 0.017782396636903286, "eta_seconds": 136553.03232220188, "iteration": 94859, "loss_fcos_cls": 0.2705662774387747, "loss_fcos_ctr": 0.6233224608004093, "loss_fcos_loc": 0.21508034691214561, "loss_mask": 0.2909142654389143, "loss_maskiou": 0.007368907867203234, "loss_sem_seg": 0.30023685726337135, "lr": 0.01, "mask_rcnn/accuracy": 0.8750142914308581, "mask_rcnn/false_negative": 0.10232381128116154, "mask_rcnn/false_positive": 0.13199286072072772, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7760445913299918, "total_loss": 1.7402768759784522} {"data_time": 0.01523334626108408, "eta_seconds": 136500.41058396548, "iteration": 94879, "loss_fcos_cls": 0.27838842081837356, "loss_fcos_ctr": 0.6215752828866243, "loss_fcos_loc": 0.2092613457934931, "loss_mask": 0.2891087708994746, "loss_maskiou": 0.006948307025595568, "loss_sem_seg": 0.30998847680166364, "lr": 0.01, "mask_rcnn/accuracy": 0.8866768185964614, "mask_rcnn/false_negative": 0.08366985763230314, "mask_rcnn/false_positive": 0.13964125523275794, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7763199349865317, "total_loss": 1.7187895249808207} {"data_time": 0.0163270253688097, "eta_seconds": 136462.63097839616, "iteration": 94899, "loss_fcos_cls": 0.27925517898984253, "loss_fcos_ctr": 0.6230602781288326, "loss_fcos_loc": 0.20512171788141131, "loss_mask": 0.29570402950048447, "loss_maskiou": 0.0067460381833370775, "loss_sem_seg": 0.2837392354849726, "lr": 0.01, "mask_rcnn/accuracy": 0.8765741662518666, "mask_rcnn/false_negative": 0.09948981891018391, "mask_rcnn/false_positive": 0.14322312903406517, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.5, "time": 0.7702777497470379, "total_loss": 1.6965962521462643} {"data_time": 0.015639640390872955, "eta_seconds": 136458.64574247226, "iteration": 94919, "loss_fcos_cls": 0.2690224200487137, "loss_fcos_ctr": 0.6224208055064082, "loss_fcos_loc": 0.20311020815279335, "loss_mask": 0.2853353349491954, "loss_maskiou": 0.006573338985617738, "loss_sem_seg": 0.33597591239959, "lr": 0.01, "mask_rcnn/accuracy": 0.875995493111025, "mask_rcnn/false_negative": 0.10684563447101464, "mask_rcnn/false_positive": 0.14911101030333435, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.782387531362474, "total_loss": 1.7132566633226816} {"data_time": 0.01581532694399357, "eta_seconds": 136453.64277978987, "iteration": 94939, "loss_fcos_cls": 0.26309381099417806, "loss_fcos_ctr": 0.6220873850397766, "loss_fcos_loc": 0.21486168703995645, "loss_mask": 0.27833633683621883, "loss_maskiou": 0.00720905554771889, "loss_sem_seg": 0.3166731612291187, "lr": 0.01, "mask_rcnn/accuracy": 0.8803811524609844, "mask_rcnn/false_negative": 0.1251116227131098, "mask_rcnn/false_positive": 0.14056535409142445, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.786296721547842, "total_loss": 1.7117024212348042} {"data_time": 0.016210594214498997, "eta_seconds": 136427.46962496266, "iteration": 94959, "loss_fcos_cls": 0.2700093281455338, "loss_fcos_ctr": 0.6228694589808583, "loss_fcos_loc": 0.20916351478081197, "loss_mask": 0.283008785918355, "loss_maskiou": 0.007283845814527012, "loss_sem_seg": 0.3113560527563095, "lr": 0.01, "mask_rcnn/accuracy": 0.8634044007387902, "mask_rcnn/false_negative": 0.1075873134378971, "mask_rcnn/false_positive": 0.16237400093667417, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7742375256493688, "total_loss": 1.6953428001961584} {"data_time": 0.017401834949851036, "eta_seconds": 136422.4642436728, "iteration": 94979, "loss_fcos_cls": 0.2734137885272503, "loss_fcos_ctr": 0.6207385594025254, "loss_fcos_loc": 0.2114292848855257, "loss_mask": 0.274722408503294, "loss_maskiou": 0.0066550319897942245, "loss_sem_seg": 0.2857518419623375, "lr": 0.01, "mask_rcnn/accuracy": 0.8645822533558878, "mask_rcnn/false_negative": 0.07110992198252414, "mask_rcnn/false_positive": 0.15146145463875732, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.7762258592993021, "total_loss": 1.6965412071585888} {"data_time": 0.017279593273997307, "eta_seconds": 136443.87784366682, "iteration": 94999, "loss_fcos_cls": 0.27362457069102675, "loss_fcos_ctr": 0.6208387892693281, "loss_fcos_loc": 0.20303183188661933, "loss_mask": 0.27149182464927435, "loss_maskiou": 0.006516580411698669, "loss_sem_seg": 0.3681949246674776, "lr": 0.01, "mask_rcnn/accuracy": 0.8825995369698377, "mask_rcnn/false_negative": 0.08864444905905872, "mask_rcnn/false_positive": 0.14346047394375772, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.7891054190695286, "total_loss": 1.7385982161176798} {"data_time": 0.014544007368385792, "eta_seconds": 136404.46018643584, "iteration": 95019, "loss_fcos_cls": 0.28748728381469846, "loss_fcos_ctr": 0.6232899613678455, "loss_fcos_loc": 0.2170635024085641, "loss_mask": 0.2839697515591979, "loss_maskiou": 0.0075667061464628205, "loss_sem_seg": 0.34905646182596684, "lr": 0.01, "mask_rcnn/accuracy": 0.8795951760788467, "mask_rcnn/false_negative": 0.09366110438462644, "mask_rcnn/false_positive": 0.1502286376812395, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7967562871053815, "total_loss": 1.7437419753259746} {"data_time": 0.015324444510042667, "eta_seconds": 136353.52384401672, "iteration": 95039, "loss_fcos_cls": 0.2841045055538416, "loss_fcos_ctr": 0.62343614641577, "loss_fcos_loc": 0.2147829995956272, "loss_mask": 0.29701048880815506, "loss_maskiou": 0.0069261837779777125, "loss_sem_seg": 0.30726958252489567, "lr": 0.01, "mask_rcnn/accuracy": 0.8701846121371084, "mask_rcnn/false_negative": 0.10092022991052813, "mask_rcnn/false_positive": 0.14839671778669578, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7704503023996949, "total_loss": 1.7216313828103011} {"data_time": 0.016673618927598, "eta_seconds": 136337.93711053394, "iteration": 95059, "loss_fcos_cls": 0.28193625737912953, "loss_fcos_ctr": 0.6210651565343142, "loss_fcos_loc": 0.20821717660874128, "loss_mask": 0.2615109011530876, "loss_maskiou": 0.006065149529604241, "loss_sem_seg": 0.27981712482869625, "lr": 0.01, "mask_rcnn/accuracy": 0.9058826545583022, "mask_rcnn/false_negative": 0.08750325050529967, "mask_rcnn/false_positive": 0.12664383410527816, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 23.25, "time": 0.7933362508192658, "total_loss": 1.672578410958522} {"data_time": 0.01723568234592676, "eta_seconds": 136307.64028456528, "iteration": 95079, "loss_fcos_cls": 0.26644270890392363, "loss_fcos_ctr": 0.62185746897012, "loss_fcos_loc": 0.19740323536098003, "loss_mask": 0.2928108898922801, "loss_maskiou": 0.007039526346488856, "loss_sem_seg": 0.27434199256822467, "lr": 0.01, "mask_rcnn/accuracy": 0.8766504393210017, "mask_rcnn/false_negative": 0.10093955369504909, "mask_rcnn/false_positive": 0.1546138491303874, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7836103495210409, "total_loss": 1.6664294570800848} {"data_time": 0.01625849772244692, "eta_seconds": 136214.21274104994, "iteration": 95099, "loss_fcos_cls": 0.2799703567288816, "loss_fcos_ctr": 0.6201878013089299, "loss_fcos_loc": 0.20824112906120718, "loss_mask": 0.2899933997541666, "loss_maskiou": 0.00759675340668764, "loss_sem_seg": 0.2709496710449457, "lr": 0.01, "mask_rcnn/accuracy": 0.8790120593692022, "mask_rcnn/false_negative": 0.10986754797884479, "mask_rcnn/false_positive": 0.14695178679482246, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.5, "time": 0.7775902366265655, "total_loss": 1.68103489591158} {"data_time": 0.01675850059837103, "eta_seconds": 136189.75346414186, "iteration": 95119, "loss_fcos_cls": 0.28718899516388774, "loss_fcos_ctr": 0.6222023339942098, "loss_fcos_loc": 0.21771620959043503, "loss_mask": 0.29295295011252165, "loss_maskiou": 0.007062942910124548, "loss_sem_seg": 0.3140676817856729, "lr": 0.01, "mask_rcnn/accuracy": 0.8887926274405866, "mask_rcnn/false_negative": 0.10101552057385273, "mask_rcnn/false_positive": 0.12704741716559517, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.25, "time": 0.7820139043033123, "total_loss": 1.7266665422575898} {"data_time": 0.016598474234342575, "eta_seconds": 136100.3399316687, "iteration": 95139, "loss_fcos_cls": 0.277098540449515, "loss_fcos_ctr": 0.6223766161128879, "loss_fcos_loc": 0.21446639965870418, "loss_mask": 0.2894603298045695, "loss_maskiou": 0.006165352169773541, "loss_sem_seg": 0.3150071636773646, "lr": 0.01, "mask_rcnn/accuracy": 0.8688557309716339, "mask_rcnn/false_negative": 0.10390441883943298, "mask_rcnn/false_positive": 0.17252411403898021, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.760725318454206, "total_loss": 1.6981369368440937} {"data_time": 0.016045426949858665, "eta_seconds": 136200.53002012987, "iteration": 95159, "loss_fcos_cls": 0.27751265454571694, "loss_fcos_ctr": 0.6220820802263916, "loss_fcos_loc": 0.22043347742874175, "loss_mask": 0.2859903685748577, "loss_maskiou": 0.006483495613792911, "loss_sem_seg": 0.29986357293091714, "lr": 0.01, "mask_rcnn/accuracy": 0.8902980101042375, "mask_rcnn/false_negative": 0.09666653218943039, "mask_rcnn/false_positive": 0.12355191598689133, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.5, "time": 0.7877971706911922, "total_loss": 1.7333826127432985} {"data_time": 0.015033593401312828, "eta_seconds": 136222.06305938493, "iteration": 95179, "loss_fcos_cls": 0.2879678711760789, "loss_fcos_ctr": 0.6205232152715325, "loss_fcos_loc": 0.21163131727371365, "loss_mask": 0.28105862345546484, "loss_maskiou": 0.006759263058484066, "loss_sem_seg": 0.31274655368179083, "lr": 0.01, "mask_rcnn/accuracy": 0.8570305171248828, "mask_rcnn/false_negative": 0.12351414691499515, "mask_rcnn/false_positive": 0.1715405723389056, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.785920824855566, "total_loss": 1.7006971436640015} {"data_time": 0.016624413430690765, "eta_seconds": 136240.41291990504, "iteration": 95199, "loss_fcos_cls": 0.2750125676393509, "loss_fcos_ctr": 0.6224009608849883, "loss_fcos_loc": 0.1989733404479921, "loss_mask": 0.28223264683037996, "loss_maskiou": 0.006835873951786198, "loss_sem_seg": 0.323428254108876, "lr": 0.01, "mask_rcnn/accuracy": 0.8646757616089914, "mask_rcnn/false_negative": 0.11288600118959277, "mask_rcnn/false_positive": 0.15993889889177643, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.786274803802371, "total_loss": 1.691442962808651} {"data_time": 0.016912419348955154, "eta_seconds": 136190.8947070567, "iteration": 95219, "loss_fcos_cls": 0.2682157482486218, "loss_fcos_ctr": 0.628234189003706, "loss_fcos_loc": 0.21872297779191285, "loss_mask": 0.2869942933320999, "loss_maskiou": 0.006658721744315699, "loss_sem_seg": 0.31569226714782417, "lr": 0.01, "mask_rcnn/accuracy": 0.8789424860853432, "mask_rcnn/false_negative": 0.09400973712616825, "mask_rcnn/false_positive": 0.13619755874739886, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7915294980630279, "total_loss": 1.7360430501576047} {"data_time": 0.01569973025470972, "eta_seconds": 136049.00183964428, "iteration": 95239, "loss_fcos_cls": 0.27843208983540535, "loss_fcos_ctr": 0.624254941008985, "loss_fcos_loc": 0.2132724521216005, "loss_mask": 0.2832899736240506, "loss_maskiou": 0.006798936956329271, "loss_sem_seg": 0.3225913760252297, "lr": 0.01, "mask_rcnn/accuracy": 0.8700845064053019, "mask_rcnn/false_negative": 0.0895925309716434, "mask_rcnn/false_positive": 0.15144991167638178, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7631122879683971, "total_loss": 1.7333054299670039} {"data_time": 0.015842711552977562, "eta_seconds": 136080.72752373107, "iteration": 95259, "loss_fcos_cls": 0.2903657874558121, "loss_fcos_ctr": 0.6215907270088792, "loss_fcos_loc": 0.21007835515774786, "loss_mask": 0.2630460998043418, "loss_maskiou": 0.006280908972257748, "loss_sem_seg": 0.3643650026060641, "lr": 0.01, "mask_rcnn/accuracy": 0.8794633707141393, "mask_rcnn/false_negative": 0.08971437616697148, "mask_rcnn/false_positive": 0.14481375973873886, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 25.25, "time": 0.7678878791630268, "total_loss": 1.7547203917638399} {"data_time": 0.01665456034243107, "eta_seconds": 135979.00968360808, "iteration": 95279, "loss_fcos_cls": 0.28983707376755774, "loss_fcos_ctr": 0.6225713528692722, "loss_fcos_loc": 0.20985772600397468, "loss_mask": 0.28089343570172787, "loss_maskiou": 0.006354742028634064, "loss_sem_seg": 0.32407850585877895, "lr": 0.01, "mask_rcnn/accuracy": 0.8814208086867068, "mask_rcnn/false_negative": 0.09875959787072047, "mask_rcnn/false_positive": 0.15131057226574457, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.774966343306005, "total_loss": 1.7617878502933308} {"data_time": 0.016003967262804508, "eta_seconds": 135958.03502371907, "iteration": 95299, "loss_fcos_cls": 0.2644567565876059, "loss_fcos_ctr": 0.6237671691924334, "loss_fcos_loc": 0.20967737823957577, "loss_mask": 0.28780414815992117, "loss_maskiou": 0.00608505638956558, "loss_sem_seg": 0.30249421251937747, "lr": 0.01, "mask_rcnn/accuracy": 0.8811128417713239, "mask_rcnn/false_negative": 0.11235837937956111, "mask_rcnn/false_positive": 0.1405505852406045, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7712035272270441, "total_loss": 1.6740372121275868} {"data_time": 0.016559298150241375, "eta_seconds": 135947.87913612183, "iteration": 95319, "loss_fcos_cls": 0.2669743043370545, "loss_fcos_ctr": 0.6241283426061273, "loss_fcos_loc": 0.21052384353242815, "loss_mask": 0.2778853182680905, "loss_maskiou": 0.007242963649332523, "loss_sem_seg": 0.31861154455691576, "lr": 0.01, "mask_rcnn/accuracy": 0.8680794367832023, "mask_rcnn/false_negative": 0.09237868584603734, "mask_rcnn/false_positive": 0.1363973573585094, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7978556416928768, "total_loss": 1.6968495075052488} {"data_time": 0.014398278668522835, "eta_seconds": 135971.1532339258, "iteration": 95339, "loss_fcos_cls": 0.2976213386282325, "loss_fcos_ctr": 0.6232445789501071, "loss_fcos_loc": 0.21558689628727734, "loss_mask": 0.27427780255675316, "loss_maskiou": 0.006806405741372146, "loss_sem_seg": 0.3184518157504499, "lr": 0.01, "mask_rcnn/accuracy": 0.8755029621738806, "mask_rcnn/false_negative": 0.09047131058766854, "mask_rcnn/false_positive": 0.14731674645971388, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 34.25, "time": 0.789826606400311, "total_loss": 1.7326115122123156} {"data_time": 0.01717329118400812, "eta_seconds": 136002.85185200907, "iteration": 95359, "loss_fcos_cls": 0.2799013315234333, "loss_fcos_ctr": 0.6204863609746099, "loss_fcos_loc": 0.19847166002728045, "loss_mask": 0.2939888881519437, "loss_maskiou": 0.006894923229992855, "loss_sem_seg": 0.29211360728368163, "lr": 0.01, "mask_rcnn/accuracy": 0.8629719069936945, "mask_rcnn/false_negative": 0.10182086139116688, "mask_rcnn/false_positive": 0.1409333700138145, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.8050770722329617, "total_loss": 1.6888172184553696} {"data_time": 0.016820560209453106, "eta_seconds": 135940.01379163843, "iteration": 95379, "loss_fcos_cls": 0.2807099153287709, "loss_fcos_ctr": 0.6221896661445498, "loss_fcos_loc": 0.208440946880728, "loss_mask": 0.27513088937848806, "loss_maskiou": 0.006452509362134151, "loss_sem_seg": 0.28341229259967804, "lr": 0.01, "mask_rcnn/accuracy": 0.8754285930473884, "mask_rcnn/false_negative": 0.0829520127473822, "mask_rcnn/false_positive": 0.15675862251767858, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7733460962772369, "total_loss": 1.696536580377142} {"data_time": 0.016004329547286034, "eta_seconds": 136013.57085606176, "iteration": 95399, "loss_fcos_cls": 0.27872764598578215, "loss_fcos_ctr": 0.6221135687083006, "loss_fcos_loc": 0.20821654261089861, "loss_mask": 0.28686871007084846, "loss_maskiou": 0.006893884856253862, "loss_sem_seg": 0.31427585799247026, "lr": 0.01, "mask_rcnn/accuracy": 0.9003210767065447, "mask_rcnn/false_negative": 0.08393844335139868, "mask_rcnn/false_positive": 0.12359328736568062, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7909674998372793, "total_loss": 1.774645481040352} {"data_time": 0.01603169832378626, "eta_seconds": 135975.13710294012, "iteration": 95419, "loss_fcos_cls": 0.2709344383329153, "loss_fcos_ctr": 0.6227751048281789, "loss_fcos_loc": 0.2088786461390555, "loss_mask": 0.28689765837043524, "loss_maskiou": 0.006273904276895337, "loss_sem_seg": 0.3228435292840004, "lr": 0.01, "mask_rcnn/accuracy": 0.8771142968056789, "mask_rcnn/false_negative": 0.09325734578056877, "mask_rcnn/false_positive": 0.13123371219956406, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.0, "time": 0.7916333014145494, "total_loss": 1.7158862695941934} {"data_time": 0.01595410332083702, "eta_seconds": 135937.7378332168, "iteration": 95439, "loss_fcos_cls": 0.2810628726147115, "loss_fcos_ctr": 0.6195146022364497, "loss_fcos_loc": 0.20906462403945625, "loss_mask": 0.27940668910741806, "loss_maskiou": 0.007022066507488489, "loss_sem_seg": 0.28101506596431136, "lr": 0.01, "mask_rcnn/accuracy": 0.8974008225739275, "mask_rcnn/false_negative": 0.08280181882955856, "mask_rcnn/false_positive": 0.09803055595330543, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.25, "time": 0.7730116890743375, "total_loss": 1.7248224698996637} {"data_time": 0.015581921674311161, "eta_seconds": 135943.98247853015, "iteration": 95459, "loss_fcos_cls": 0.2757130931131542, "loss_fcos_ctr": 0.6210863897576928, "loss_fcos_loc": 0.20729162241332233, "loss_mask": 0.27521556429564953, "loss_maskiou": 0.0068638623706647195, "loss_sem_seg": 0.3401839165017009, "lr": 0.01, "mask_rcnn/accuracy": 0.871538041105314, "mask_rcnn/false_negative": 0.11444185851456207, "mask_rcnn/false_positive": 0.16006275838260195, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.7914801836013794, "total_loss": 1.731167836493114} {"data_time": 0.0163354417309165, "eta_seconds": 135906.58820922673, "iteration": 95479, "loss_fcos_cls": 0.2817903661634773, "loss_fcos_ctr": 0.6213121493346989, "loss_fcos_loc": 0.20003945683129132, "loss_mask": 0.2703930684365332, "loss_maskiou": 0.006929215014679357, "loss_sem_seg": 0.2997230130713433, "lr": 0.01, "mask_rcnn/accuracy": 0.8926755271392013, "mask_rcnn/false_negative": 0.07074192092501319, "mask_rcnn/false_positive": 0.11634515000225326, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7601685617119074, "total_loss": 1.6925616943553905} {"data_time": 0.014918999746441841, "eta_seconds": 135935.67120436672, "iteration": 95499, "loss_fcos_cls": 0.27726293122395873, "loss_fcos_ctr": 0.6191221615299582, "loss_fcos_loc": 0.2054453908931464, "loss_mask": 0.2934149894863367, "loss_maskiou": 0.006747324077878147, "loss_sem_seg": 0.3319216675590724, "lr": 0.01, "mask_rcnn/accuracy": 0.8899322515891603, "mask_rcnn/false_negative": 0.09527309796001762, "mask_rcnn/false_positive": 0.14920080786805529, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7982777412980795, "total_loss": 1.7117733348859474} {"data_time": 0.018672918900847435, "eta_seconds": 135920.0912740277, "iteration": 95519, "loss_fcos_cls": 0.27441036282107234, "loss_fcos_ctr": 0.6252791536971927, "loss_fcos_loc": 0.2211383767426014, "loss_mask": 0.2960722390562296, "loss_maskiou": 0.006556925727636553, "loss_sem_seg": 0.3463520323857665, "lr": 0.01, "mask_rcnn/accuracy": 0.8674573454779579, "mask_rcnn/false_negative": 0.12350316084967657, "mask_rcnn/false_positive": 0.17257226109499973, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7710034335032105, "total_loss": 1.7739644021785352} {"data_time": 0.01638990454375744, "eta_seconds": 135926.53608545195, "iteration": 95539, "loss_fcos_cls": 0.28425626549869776, "loss_fcos_ctr": 0.6217747712507844, "loss_fcos_loc": 0.211954933591187, "loss_mask": 0.2793971234932542, "loss_maskiou": 0.007150400924729183, "loss_sem_seg": 0.3157014800235629, "lr": 0.01, "mask_rcnn/accuracy": 0.88038764418811, "mask_rcnn/false_negative": 0.10463077472135725, "mask_rcnn/false_positive": 0.11181722292919999, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.5, "time": 0.7825994929298759, "total_loss": 1.709296171888127} {"data_time": 0.01694756280630827, "eta_seconds": 136001.99766041804, "iteration": 95559, "loss_fcos_cls": 0.2723808668088168, "loss_fcos_ctr": 0.6235669553279877, "loss_fcos_loc": 0.2110132451634854, "loss_mask": 0.2863387675024569, "loss_maskiou": 0.007713259430602193, "loss_sem_seg": 0.3303016503341496, "lr": 0.01, "mask_rcnn/accuracy": 0.8677735929470489, "mask_rcnn/false_negative": 0.11112733994566565, "mask_rcnn/false_positive": 0.155555748421784, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.0, "time": 0.7845587274059653, "total_loss": 1.7282108291983604} {"data_time": 0.01605841238051653, "eta_seconds": 135811.80131561682, "iteration": 95579, "loss_fcos_cls": 0.2863756977021694, "loss_fcos_ctr": 0.6245671734213829, "loss_fcos_loc": 0.2155270881485194, "loss_mask": 0.2991750231012702, "loss_maskiou": 0.007416590211505536, "loss_sem_seg": 0.3350533517077565, "lr": 0.01, "mask_rcnn/accuracy": 0.8593058704963468, "mask_rcnn/false_negative": 0.12561332245240323, "mask_rcnn/false_positive": 0.15453444178948986, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.7668970050290227, "total_loss": 1.7626197002537083} {"data_time": 0.016802691854536533, "eta_seconds": 135768.7468590578, "iteration": 95599, "loss_fcos_cls": 0.2798258368857205, "loss_fcos_ctr": 0.6199590964242816, "loss_fcos_loc": 0.2123312018229626, "loss_mask": 0.2798155043274164, "loss_maskiou": 0.006662554675131105, "loss_sem_seg": 0.2997691127238795, "lr": 0.01, "mask_rcnn/accuracy": 0.8779028792103125, "mask_rcnn/false_negative": 0.10170429308201379, "mask_rcnn/false_positive": 0.13525775130441034, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 30.5, "time": 0.7750338595360518, "total_loss": 1.699141357516055} {"data_time": 0.016909144818782806, "eta_seconds": 135780.65557025, "iteration": 95619, "loss_fcos_cls": 0.2758613920304924, "loss_fcos_ctr": 0.6228975020349026, "loss_fcos_loc": 0.20750822545960546, "loss_mask": 0.2805732302367687, "loss_maskiou": 0.006605362174013862, "loss_sem_seg": 0.30947289359755814, "lr": 0.01, "mask_rcnn/accuracy": 0.8819151445844795, "mask_rcnn/false_negative": 0.08607528311391865, "mask_rcnn/false_positive": 0.14319145700218922, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.776203902438283, "total_loss": 1.7112822578201303} {"data_time": 0.014764087274670601, "eta_seconds": 135737.60741677042, "iteration": 95639, "loss_fcos_cls": 0.27974578039720654, "loss_fcos_ctr": 0.6214991994202137, "loss_fcos_loc": 0.2091782771749422, "loss_mask": 0.2791473623365164, "loss_maskiou": 0.00687637971714139, "loss_sem_seg": 0.2902561351656914, "lr": 0.01, "mask_rcnn/accuracy": 0.8827819006390435, "mask_rcnn/false_negative": 0.09648605362786071, "mask_rcnn/false_positive": 0.1410905713747083, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 33.0, "time": 0.7735819397494197, "total_loss": 1.7042746111110318} {"data_time": 0.01688285544514656, "eta_seconds": 135749.5098248832, "iteration": 95659, "loss_fcos_cls": 0.28027757443487644, "loss_fcos_ctr": 0.6219567973166704, "loss_fcos_loc": 0.20927997096441686, "loss_mask": 0.2806552108377218, "loss_maskiou": 0.006434032664401457, "loss_sem_seg": 0.33238158095628023, "lr": 0.01, "mask_rcnn/accuracy": 0.8782634627771375, "mask_rcnn/false_negative": 0.09683972617057743, "mask_rcnn/false_positive": 0.14370444657777764, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7831291612237692, "total_loss": 1.7222303168236976} {"data_time": 0.015948998741805553, "eta_seconds": 135722.78145969193, "iteration": 95679, "loss_fcos_cls": 0.2906789742410183, "loss_fcos_ctr": 0.6254231287166476, "loss_fcos_loc": 0.21824879245832562, "loss_mask": 0.2882889760658145, "loss_maskiou": 0.006847242213552818, "loss_sem_seg": 0.3166512926109135, "lr": 0.01, "mask_rcnn/accuracy": 0.870940638160026, "mask_rcnn/false_negative": 0.10228670176009827, "mask_rcnn/false_positive": 0.1413002918975842, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7648739712312818, "total_loss": 1.7602332137757912} {"data_time": 0.01690634060651064, "eta_seconds": 135735.2652772814, "iteration": 95699, "loss_fcos_cls": 0.28049083484802395, "loss_fcos_ctr": 0.6253738603554666, "loss_fcos_loc": 0.21403713978361338, "loss_mask": 0.2766360295936465, "loss_maskiou": 0.0060288389067864046, "loss_sem_seg": 0.3318218723870814, "lr": 0.01, "mask_rcnn/accuracy": 0.8851980792316927, "mask_rcnn/false_negative": 0.08458666334799, "mask_rcnn/false_positive": 0.17480637771672825, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7829331429675221, "total_loss": 1.7545522713262471} {"data_time": 0.016214526258409023, "eta_seconds": 135728.53434994724, "iteration": 95719, "loss_fcos_cls": 0.28668762533925474, "loss_fcos_ctr": 0.6216216431930661, "loss_fcos_loc": 0.21101498429197818, "loss_mask": 0.3029448427259922, "loss_maskiou": 0.007127413337002508, "loss_sem_seg": 0.31754039181396365, "lr": 0.01, "mask_rcnn/accuracy": 0.8850842916531692, "mask_rcnn/false_negative": 0.10190536965144137, "mask_rcnn/false_positive": 0.16576291549933206, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7742648124694824, "total_loss": 1.7556529230932938} {"data_time": 0.01614262443035841, "eta_seconds": 135687.21833414957, "iteration": 95739, "loss_fcos_cls": 0.29434089781716466, "loss_fcos_ctr": 0.6256070146337152, "loss_fcos_loc": 0.21388361975550652, "loss_mask": 0.28849257342517376, "loss_maskiou": 0.006596077306312509, "loss_sem_seg": 0.30963985063135624, "lr": 0.01, "mask_rcnn/accuracy": 0.8642178299891385, "mask_rcnn/false_negative": 0.10500988038398808, "mask_rcnn/false_positive": 0.13702891968768793, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7737854607403278, "total_loss": 1.7483572674100287} {"data_time": 0.016674953512847424, "eta_seconds": 135697.38269615825, "iteration": 95759, "loss_fcos_cls": 0.2804587963037193, "loss_fcos_ctr": 0.6234109364449978, "loss_fcos_loc": 0.20359500183258206, "loss_mask": 0.2842926178127527, "loss_maskiou": 0.0065742287843022496, "loss_sem_seg": 0.27369860908947885, "lr": 0.01, "mask_rcnn/accuracy": 0.8998922432493406, "mask_rcnn/false_negative": 0.08851922052884559, "mask_rcnn/false_positive": 0.11198457674618868, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.0, "time": 0.7931837532669306, "total_loss": 1.67269059260434} {"data_time": 0.01601592916995287, "eta_seconds": 135617.19865919277, "iteration": 95779, "loss_fcos_cls": 0.27738635684363544, "loss_fcos_ctr": 0.6247944887727499, "loss_fcos_loc": 0.2204459779895842, "loss_mask": 0.28581596445292234, "loss_maskiou": 0.007074557928717695, "loss_sem_seg": 0.2930951048620045, "lr": 0.01, "mask_rcnn/accuracy": 0.8751810476938028, "mask_rcnn/false_negative": 0.10540431742794187, "mask_rcnn/false_positive": 0.14298155737483512, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7737019648775458, "total_loss": 1.7569229249711498} {"data_time": 0.017281214706599712, "eta_seconds": 135601.63024910912, "iteration": 95799, "loss_fcos_cls": 0.2793359647039324, "loss_fcos_ctr": 0.624027244746685, "loss_fcos_loc": 0.20921336486935616, "loss_mask": 0.28378192940726876, "loss_maskiou": 0.00699521981732687, "loss_sem_seg": 0.32014436181634665, "lr": 0.01, "mask_rcnn/accuracy": 0.8817622229097588, "mask_rcnn/false_negative": 0.08282637040387375, "mask_rcnn/false_positive": 0.16534589355619977, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7871414674445987, "total_loss": 1.7205585777992383} {"data_time": 0.01663202978670597, "eta_seconds": 135561.6054237727, "iteration": 95819, "loss_fcos_cls": 0.2787138398271054, "loss_fcos_ctr": 0.6233437177725136, "loss_fcos_loc": 0.20691817731130868, "loss_mask": 0.28927218448370695, "loss_maskiou": 0.006418094912078232, "loss_sem_seg": 0.3129793703556061, "lr": 0.01, "mask_rcnn/accuracy": 0.8651636628677445, "mask_rcnn/false_negative": 0.10460493644409491, "mask_rcnn/false_positive": 0.15586139203244012, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7753996290266514, "total_loss": 1.7277296079919324} {"data_time": 0.016379352658987045, "eta_seconds": 135586.7919408679, "iteration": 95839, "loss_fcos_cls": 0.289365503937006, "loss_fcos_ctr": 0.6247824667952955, "loss_fcos_loc": 0.2115076759364456, "loss_mask": 0.28282508812844753, "loss_maskiou": 0.006718327960697934, "loss_sem_seg": 0.2895746105350554, "lr": 0.01, "mask_rcnn/accuracy": 0.8675035803795201, "mask_rcnn/false_negative": 0.10452156644420502, "mask_rcnn/false_positive": 0.15582450725057795, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.75, "time": 0.7867473671212792, "total_loss": 1.705710205467767} {"data_time": 0.019056118093430996, "eta_seconds": 135619.5035616858, "iteration": 95859, "loss_fcos_cls": 0.2766476320102811, "loss_fcos_ctr": 0.6216146610677242, "loss_fcos_loc": 0.20269401255063713, "loss_mask": 0.2874257769435644, "loss_maskiou": 0.007240936594826053, "loss_sem_seg": 0.2948289141058922, "lr": 0.01, "mask_rcnn/accuracy": 0.8803945709557954, "mask_rcnn/false_negative": 0.09454700012188996, "mask_rcnn/false_positive": 0.1388958727085656, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.0, "time": 0.7885930836200714, "total_loss": 1.6958132107247366} {"data_time": 0.017167791724205017, "eta_seconds": 135607.44261387177, "iteration": 95879, "loss_fcos_cls": 0.2866588276810944, "loss_fcos_ctr": 0.6212148331105709, "loss_fcos_loc": 0.20692989509552717, "loss_mask": 0.29189314879477024, "loss_maskiou": 0.0063594855746487156, "loss_sem_seg": 0.32244338653981686, "lr": 0.01, "mask_rcnn/accuracy": 0.854760764157652, "mask_rcnn/false_negative": 0.10912322540992184, "mask_rcnn/false_positive": 0.16923472867918488, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.774282606318593, "total_loss": 1.714658079246874} {"data_time": 0.01584755163639784, "eta_seconds": 135604.79608537257, "iteration": 95899, "loss_fcos_cls": 0.2693774073268287, "loss_fcos_ctr": 0.6230124356225133, "loss_fcos_loc": 0.21621284389402717, "loss_mask": 0.2739410949870944, "loss_maskiou": 0.005965751071926206, "loss_sem_seg": 0.2871695556677878, "lr": 0.01, "mask_rcnn/accuracy": 0.8576501086545729, "mask_rcnn/false_negative": 0.133039960647334, "mask_rcnn/false_positive": 0.1658618475487424, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7745608212426305, "total_loss": 1.665401316340649} {"data_time": 0.015359142795205116, "eta_seconds": 135576.2901526261, "iteration": 95919, "loss_fcos_cls": 0.2766477196710184, "loss_fcos_ctr": 0.6220110366120934, "loss_fcos_loc": 0.20804731961106881, "loss_mask": 0.29663220420479774, "loss_maskiou": 0.007477297098375857, "loss_sem_seg": 0.32352248672395945, "lr": 0.01, "mask_rcnn/accuracy": 0.8658598765593194, "mask_rcnn/false_negative": 0.10825018662466024, "mask_rcnn/false_positive": 0.15457878863068863, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.0, "time": 0.7741743279621005, "total_loss": 1.7469160276377806} {"data_time": 0.017904773354530334, "eta_seconds": 135560.71392200328, "iteration": 95939, "loss_fcos_cls": 0.2790222659241408, "loss_fcos_ctr": 0.6247017774730921, "loss_fcos_loc": 0.21383327385410666, "loss_mask": 0.2809563521295786, "loss_maskiou": 0.006053833669284359, "loss_sem_seg": 0.28846186818555, "lr": 0.01, "mask_rcnn/accuracy": 0.8616587016300026, "mask_rcnn/false_negative": 0.11123376950602241, "mask_rcnn/false_positive": 0.15982322139925625, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 34.0, "time": 0.79221027251333, "total_loss": 1.708175918800407} {"data_time": 0.01786346361041069, "eta_seconds": 135672.94238049723, "iteration": 95959, "loss_fcos_cls": 0.27309686969965696, "loss_fcos_ctr": 0.6212182035669684, "loss_fcos_loc": 0.2051147490274161, "loss_mask": 0.2840548735111952, "loss_maskiou": 0.007107211982656736, "loss_sem_seg": 0.31313780415803194, "lr": 0.01, "mask_rcnn/accuracy": 0.8700725459265832, "mask_rcnn/false_negative": 0.10601856467264745, "mask_rcnn/false_positive": 0.1504799466149869, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7839883966371417, "total_loss": 1.7167404340289067} {"data_time": 0.01619140338152647, "eta_seconds": 135765.6631203415, "iteration": 95979, "loss_fcos_cls": 0.2720562864560634, "loss_fcos_ctr": 0.6253210292197764, "loss_fcos_loc": 0.2142832321114838, "loss_mask": 0.28431064542382956, "loss_maskiou": 0.006744268466718495, "loss_sem_seg": 0.28135842783376575, "lr": 0.01, "mask_rcnn/accuracy": 0.8940061702259892, "mask_rcnn/false_negative": 0.0883335447604838, "mask_rcnn/false_positive": 0.13428044272858086, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.0, "time": 0.7774730827659369, "total_loss": 1.7047045770741533} {"data_time": 0.016243621706962585, "eta_seconds": 135694.0641456861, "iteration": 95999, "loss_fcos_cls": 0.2739112204872072, "loss_fcos_ctr": 0.6240341356024146, "loss_fcos_loc": 0.21790338936261833, "loss_mask": 0.28343335166573524, "loss_maskiou": 0.007412475417368114, "loss_sem_seg": 0.32833823934197426, "lr": 0.01, "mask_rcnn/accuracy": 0.8712476939928514, "mask_rcnn/false_negative": 0.09791107059655357, "mask_rcnn/false_positive": 0.12849557148710722, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.25, "time": 0.7879847744479775, "total_loss": 1.7182091641589068} {"data_time": 0.018061699345707893, "eta_seconds": 135626.1696284283, "iteration": 96019, "loss_fcos_cls": 0.28163604298606515, "loss_fcos_ctr": 0.6244715517386794, "loss_fcos_loc": 0.21751162433065474, "loss_mask": 0.30666393460705876, "loss_maskiou": 0.007395573848043568, "loss_sem_seg": 0.29820351395756006, "lr": 0.01, "mask_rcnn/accuracy": 0.8617484711654697, "mask_rcnn/false_negative": 0.12176799451612799, "mask_rcnn/false_positive": 0.18092515248975438, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.5, "time": 0.7779641728848219, "total_loss": 1.7352253432327416} {"data_time": 0.01605814043432474, "eta_seconds": 135891.33065403532, "iteration": 96039, "loss_fcos_cls": 0.277598342159763, "loss_fcos_ctr": 0.6251099556684494, "loss_fcos_loc": 0.21130399988032877, "loss_mask": 0.2919338457286358, "loss_maskiou": 0.007045145277515985, "loss_sem_seg": 0.3033818956464529, "lr": 0.01, "mask_rcnn/accuracy": 0.8678419812280715, "mask_rcnn/false_negative": 0.09990938045110934, "mask_rcnn/false_positive": 0.1580824072500439, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7925551505759358, "total_loss": 1.7112865539238555} {"data_time": 0.015801030211150646, "eta_seconds": 135939.51412058529, "iteration": 96059, "loss_fcos_cls": 0.2790533332154155, "loss_fcos_ctr": 0.6216148696839809, "loss_fcos_loc": 0.20989066758193076, "loss_mask": 0.289718059822917, "loss_maskiou": 0.007055142588797025, "loss_sem_seg": 0.341566679533571, "lr": 0.01, "mask_rcnn/accuracy": 0.9043383616201582, "mask_rcnn/false_negative": 0.08172136799373877, "mask_rcnn/false_positive": 0.1363028843431081, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.0, "time": 0.7844680035486817, "total_loss": 1.7123869411298074} {"data_time": 0.01717972755432129, "eta_seconds": 135957.72875189967, "iteration": 96079, "loss_fcos_cls": 0.28606445266632363, "loss_fcos_ctr": 0.6257561212405562, "loss_fcos_loc": 0.22276859218254685, "loss_mask": 0.2975772302597761, "loss_maskiou": 0.007059088304231409, "loss_sem_seg": 0.32961120130494237, "lr": 0.01, "mask_rcnn/accuracy": 0.8808569902319903, "mask_rcnn/false_negative": 0.09629870670023301, "mask_rcnn/false_positive": 0.14705441343162828, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7974972417578101, "total_loss": 1.7638048504741164} {"data_time": 0.01784891728311777, "eta_seconds": 135942.09432836808, "iteration": 96099, "loss_fcos_cls": 0.2876141236629337, "loss_fcos_ctr": 0.6231064759194851, "loss_fcos_loc": 0.21362992702051997, "loss_mask": 0.29468637332320213, "loss_maskiou": 0.006501232710434124, "loss_sem_seg": 0.33263632468879223, "lr": 0.01, "mask_rcnn/accuracy": 0.863969227044885, "mask_rcnn/false_negative": 0.1132574248593517, "mask_rcnn/false_positive": 0.16127127176200357, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.0, "time": 0.7836915571242571, "total_loss": 1.7409094202885171} {"data_time": 0.01649199239909649, "eta_seconds": 135897.90838674828, "iteration": 96119, "loss_fcos_cls": 0.27072383440099657, "loss_fcos_ctr": 0.623758293222636, "loss_fcos_loc": 0.2036741211777553, "loss_mask": 0.28154858388006687, "loss_maskiou": 0.00680292522883974, "loss_sem_seg": 0.2966947597451508, "lr": 0.01, "mask_rcnn/accuracy": 0.8735487341866571, "mask_rcnn/false_negative": 0.09261962838560855, "mask_rcnn/false_positive": 0.1417879615725031, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.75, "time": 0.7651913166046143, "total_loss": 1.6831121112918481} {"data_time": 0.018822792917490005, "eta_seconds": 135882.27724724635, "iteration": 96139, "loss_fcos_cls": 0.26744109741412103, "loss_fcos_ctr": 0.619984638877213, "loss_fcos_loc": 0.20714949094690382, "loss_mask": 0.27148983906954527, "loss_maskiou": 0.005872931214980781, "loss_sem_seg": 0.30769277666695416, "lr": 0.01, "mask_rcnn/accuracy": 0.8978049359278595, "mask_rcnn/false_negative": 0.09544406138202702, "mask_rcnn/false_positive": 0.12804538925906328, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.5, "time": 0.7651561358943582, "total_loss": 1.6811594355240231} {"data_time": 0.017380724661052227, "eta_seconds": 135643.36699377, "iteration": 96159, "loss_fcos_cls": 0.24998355004936457, "loss_fcos_ctr": 0.6232118494808674, "loss_fcos_loc": 0.20709446957334876, "loss_mask": 0.295121306553483, "loss_maskiou": 0.006552938102686312, "loss_sem_seg": 0.28508331172633916, "lr": 0.01, "mask_rcnn/accuracy": 0.8606902921987509, "mask_rcnn/false_negative": 0.12761571484629913, "mask_rcnn/false_positive": 0.1477493027033847, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.7676878925412893, "total_loss": 1.7173606387150357} {"data_time": 0.01651833951473236, "eta_seconds": 135458.1507775355, "iteration": 96179, "loss_fcos_cls": 0.25540454813744873, "loss_fcos_ctr": 0.6191689344123006, "loss_fcos_loc": 0.1896281975787133, "loss_mask": 0.2719107121229172, "loss_maskiou": 0.0057627705682534724, "loss_sem_seg": 0.27637656033039093, "lr": 0.01, "mask_rcnn/accuracy": 0.8721580038265306, "mask_rcnn/false_negative": 0.10735313698825631, "mask_rcnn/false_positive": 0.16736981977535798, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.75, "time": 0.77027443703264, "total_loss": 1.6306562214376754} {"data_time": 0.016874645836651325, "eta_seconds": 135388.18312623352, "iteration": 96199, "loss_fcos_cls": 0.27391308010555804, "loss_fcos_ctr": 0.6209349501878023, "loss_fcos_loc": 0.20374438469298184, "loss_mask": 0.2723887534812093, "loss_maskiou": 0.00730182345432695, "loss_sem_seg": 0.28792868042364717, "lr": 0.01, "mask_rcnn/accuracy": 0.872608418367347, "mask_rcnn/false_negative": 0.08807876502001, "mask_rcnn/false_positive": 0.15355678637283637, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7722657704725862, "total_loss": 1.6582627007301198} {"data_time": 0.01607079990208149, "eta_seconds": 135339.13867758494, "iteration": 96219, "loss_fcos_cls": 0.2708191394340247, "loss_fcos_ctr": 0.621442605741322, "loss_fcos_loc": 0.1997755873017013, "loss_mask": 0.2949338974431157, "loss_maskiou": 0.0063438651923206635, "loss_sem_seg": 0.2769675343297422, "lr": 0.01, "mask_rcnn/accuracy": 0.8612589266475821, "mask_rcnn/false_negative": 0.1067795106442406, "mask_rcnn/false_positive": 0.1631779605388483, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.25, "time": 0.77503870613873, "total_loss": 1.6635389323491836} {"data_time": 0.016001165844500065, "eta_seconds": 135384.90568420105, "iteration": 96239, "loss_fcos_cls": 0.2698686986695975, "loss_fcos_ctr": 0.6218687202781439, "loss_fcos_loc": 0.20257019228301942, "loss_mask": 0.28806908149272203, "loss_maskiou": 0.007044029320240952, "loss_sem_seg": 0.2963776979595423, "lr": 0.01, "mask_rcnn/accuracy": 0.8585780614579395, "mask_rcnn/false_negative": 0.11002726958225717, "mask_rcnn/false_positive": 0.15827721594424993, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7797019155696034, "total_loss": 1.682292398851132} {"data_time": 0.016964887268841267, "eta_seconds": 135369.32279670797, "iteration": 96259, "loss_fcos_cls": 0.2610004238085821, "loss_fcos_ctr": 0.6238354807719588, "loss_fcos_loc": 0.20264052960556, "loss_mask": 0.28238370921462774, "loss_maskiou": 0.006228772232134361, "loss_sem_seg": 0.2870305976830423, "lr": 0.01, "mask_rcnn/accuracy": 0.8826263992218961, "mask_rcnn/false_negative": 0.08530917632936096, "mask_rcnn/false_positive": 0.1593853449965666, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.75, "time": 0.7658186731860042, "total_loss": 1.6503722964189365} {"data_time": 0.01635983493179083, "eta_seconds": 135366.5491699744, "iteration": 96279, "loss_fcos_cls": 0.2749351926613599, "loss_fcos_ctr": 0.6241271616891026, "loss_fcos_loc": 0.21404907037504017, "loss_mask": 0.28052857611328363, "loss_maskiou": 0.006837633176473901, "loss_sem_seg": 0.28395457682199776, "lr": 0.01, "mask_rcnn/accuracy": 0.8909449061882817, "mask_rcnn/false_negative": 0.06644485032424945, "mask_rcnn/false_positive": 0.16733928095230027, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 24.75, "time": 0.7804976841434836, "total_loss": 1.688735409581568} {"data_time": 0.016325593926012516, "eta_seconds": 135534.12883143127, "iteration": 96299, "loss_fcos_cls": 0.25334325106814504, "loss_fcos_ctr": 0.6218069242313504, "loss_fcos_loc": 0.2014715624973178, "loss_mask": 0.2777221202850342, "loss_maskiou": 0.00717231240014371, "loss_sem_seg": 0.26820466946810484, "lr": 0.01, "mask_rcnn/accuracy": 0.8773384353741497, "mask_rcnn/false_negative": 0.10073680571625251, "mask_rcnn/false_positive": 0.1400523583182438, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.5, "time": 0.7989838644862175, "total_loss": 1.6211545854166616} {"data_time": 0.01780875399708748, "eta_seconds": 135518.5233796686, "iteration": 96319, "loss_fcos_cls": 0.2592936009168625, "loss_fcos_ctr": 0.6224820762872696, "loss_fcos_loc": 0.20440189761575311, "loss_mask": 0.2756826728582382, "loss_maskiou": 0.006555245316121727, "loss_sem_seg": 0.3175644832663238, "lr": 0.01, "mask_rcnn/accuracy": 0.888555150034742, "mask_rcnn/false_negative": 0.08393792301577627, "mask_rcnn/false_positive": 0.1517842287583035, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7915567923337221, "total_loss": 1.690433663679869} {"data_time": 0.015505230985581875, "eta_seconds": 135525.8688493045, "iteration": 96339, "loss_fcos_cls": 0.2547011240385473, "loss_fcos_ctr": 0.6192283518612385, "loss_fcos_loc": 0.20111259177792817, "loss_mask": 0.2845241753384471, "loss_maskiou": 0.006095433644077275, "loss_sem_seg": 0.2920416174456477, "lr": 0.01, "mask_rcnn/accuracy": 0.8847584706959708, "mask_rcnn/false_negative": 0.10578857813031003, "mask_rcnn/false_positive": 0.13958917726057773, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.75, "time": 0.7882432788610458, "total_loss": 1.659758555382723} {"data_time": 0.015924199484288692, "eta_seconds": 135365.78063934762, "iteration": 96359, "loss_fcos_cls": 0.2732400696258992, "loss_fcos_ctr": 0.6244405400939286, "loss_fcos_loc": 0.2099123760126531, "loss_mask": 0.2890476007014513, "loss_maskiou": 0.006425089006370399, "loss_sem_seg": 0.28914886713027954, "lr": 0.01, "mask_rcnn/accuracy": 0.8753513257754535, "mask_rcnn/false_negative": 0.08631567434715076, "mask_rcnn/false_positive": 0.1602583781929981, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7721981750801206, "total_loss": 1.6519406839870499} {"data_time": 0.015978499315679073, "eta_seconds": 135378.5494116582, "iteration": 96379, "loss_fcos_cls": 0.2756862547248602, "loss_fcos_ctr": 0.6238501518964767, "loss_fcos_loc": 0.21705961879342794, "loss_mask": 0.28874432388693094, "loss_maskiou": 0.006700183061184362, "loss_sem_seg": 0.2855655336752534, "lr": 0.01, "mask_rcnn/accuracy": 0.8667961502782932, "mask_rcnn/false_negative": 0.11386599083341992, "mask_rcnn/false_positive": 0.15896813742350052, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7748303087428212, "total_loss": 1.7013472888502292} {"data_time": 0.01655234396457672, "eta_seconds": 135301.58523955476, "iteration": 96399, "loss_fcos_cls": 0.2646747406106442, "loss_fcos_ctr": 0.6188120516017079, "loss_fcos_loc": 0.19679064094088972, "loss_mask": 0.27677753008902073, "loss_maskiou": 0.006557073378644418, "loss_sem_seg": 0.26506911317119375, "lr": 0.01, "mask_rcnn/accuracy": 0.8765748075546008, "mask_rcnn/false_negative": 0.10137764019518417, "mask_rcnn/false_positive": 0.16893175982357456, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.75, "time": 0.7959005804732442, "total_loss": 1.6588130185409682} {"data_time": 0.017906210385262966, "eta_seconds": 135347.35997042432, "iteration": 96419, "loss_fcos_cls": 0.26407606434077024, "loss_fcos_ctr": 0.6216358989477158, "loss_fcos_loc": 0.2003670756239444, "loss_mask": 0.29086799826473, "loss_maskiou": 0.006161407181934919, "loss_sem_seg": 0.2889191098511219, "lr": 0.01, "mask_rcnn/accuracy": 0.8785838293650794, "mask_rcnn/false_negative": 0.08730652022367855, "mask_rcnn/false_positive": 0.16633993892314353, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.5, "time": 0.7912691663950682, "total_loss": 1.6600256105084554} {"data_time": 0.01840951945632696, "eta_seconds": 135391.24099617545, "iteration": 96439, "loss_fcos_cls": 0.26727742748335004, "loss_fcos_ctr": 0.6204270990565419, "loss_fcos_loc": 0.20381199824623764, "loss_mask": 0.29336974676698446, "loss_maskiou": 0.006853693907032721, "loss_sem_seg": 0.32905670488253236, "lr": 0.01, "mask_rcnn/accuracy": 0.8690020651117589, "mask_rcnn/false_negative": 0.11436378981972212, "mask_rcnn/false_positive": 0.1568115416168745, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7949924394488335, "total_loss": 1.6722720099642174} {"data_time": 0.017727050930261612, "eta_seconds": 135493.3779674722, "iteration": 96459, "loss_fcos_cls": 0.26760806352831423, "loss_fcos_ctr": 0.6244981875643134, "loss_fcos_loc": 0.21740280999802053, "loss_mask": 0.2983443820849061, "loss_maskiou": 0.00695017070393078, "loss_sem_seg": 0.30313881393522024, "lr": 0.01, "mask_rcnn/accuracy": 0.8771976216674089, "mask_rcnn/false_negative": 0.10630463896293482, "mask_rcnn/false_positive": 0.13189046020854148, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7875318294391036, "total_loss": 1.748682771834865} {"data_time": 0.015124847181141376, "eta_seconds": 135634.62603311893, "iteration": 96479, "loss_fcos_cls": 0.26382426847703755, "loss_fcos_ctr": 0.6221024794504046, "loss_fcos_loc": 0.20220616576261818, "loss_mask": 0.27573733776807785, "loss_maskiou": 0.006739496893715113, "loss_sem_seg": 0.3010550437029451, "lr": 0.01, "mask_rcnn/accuracy": 0.8725651550942958, "mask_rcnn/false_negative": 0.09452764385841603, "mask_rcnn/false_positive": 0.15049117587150618, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7972744479775429, "total_loss": 1.662251114670653} {"data_time": 0.015530590899288654, "eta_seconds": 135401.0040897103, "iteration": 96499, "loss_fcos_cls": 0.25260780192911625, "loss_fcos_ctr": 0.6180744860321283, "loss_fcos_loc": 0.20330986217595637, "loss_mask": 0.2782803876325488, "loss_maskiou": 0.006273403618251905, "loss_sem_seg": 0.27286827517673373, "lr": 0.01, "mask_rcnn/accuracy": 0.8915087084729942, "mask_rcnn/false_negative": 0.09098273642258915, "mask_rcnn/false_positive": 0.11645600769054025, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.5, "time": 0.7665069503709674, "total_loss": 1.659316710094572} {"data_time": 0.01665594056248665, "eta_seconds": 135533.69409521297, "iteration": 96519, "loss_fcos_cls": 0.2639202526770532, "loss_fcos_ctr": 0.62208800483495, "loss_fcos_loc": 0.20875910529866815, "loss_mask": 0.3011334566399455, "loss_maskiou": 0.006554539009812288, "loss_sem_seg": 0.2933635024819523, "lr": 0.01, "mask_rcnn/accuracy": 0.864956438083708, "mask_rcnn/false_negative": 0.11376614436763825, "mask_rcnn/false_positive": 0.13858068337883758, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.7812819890677929, "total_loss": 1.7038289996708045} {"data_time": 0.014992083422839642, "eta_seconds": 135458.9337203456, "iteration": 96539, "loss_fcos_cls": 0.2626825263723731, "loss_fcos_ctr": 0.6252703289501369, "loss_fcos_loc": 0.21796386945061386, "loss_mask": 0.287233657669276, "loss_maskiou": 0.006456686372985132, "loss_sem_seg": 0.2939425087533891, "lr": 0.01, "mask_rcnn/accuracy": 0.8811586663221322, "mask_rcnn/false_negative": 0.09389883253440545, "mask_rcnn/false_positive": 0.1624245154857201, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7703938232734799, "total_loss": 1.685265513457125} {"data_time": 0.015868416987359524, "eta_seconds": 135415.30225166585, "iteration": 96559, "loss_fcos_cls": 0.2598919956944883, "loss_fcos_ctr": 0.6192279811948538, "loss_fcos_loc": 0.19097391836112365, "loss_mask": 0.28255865536630154, "loss_maskiou": 0.006544025462062564, "loss_sem_seg": 0.2862579037901014, "lr": 0.01, "mask_rcnn/accuracy": 0.8903848696490791, "mask_rcnn/false_negative": 0.0812607133956802, "mask_rcnn/false_positive": 0.14552405081467343, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7944930801168084, "total_loss": 1.6597112343515619} {"data_time": 0.016015809029340744, "eta_seconds": 135486.81852010265, "iteration": 96579, "loss_fcos_cls": 0.26100078178569674, "loss_fcos_ctr": 0.6208224855363369, "loss_fcos_loc": 0.20144558674655855, "loss_mask": 0.2969495030120015, "loss_maskiou": 0.007058876784867607, "loss_sem_seg": 0.27980955271050334, "lr": 0.01, "mask_rcnn/accuracy": 0.8726749667258208, "mask_rcnn/false_negative": 0.09078469399774428, "mask_rcnn/false_positive": 0.15683302033554317, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7815848486497998, "total_loss": 1.7073376444168389} {"data_time": 0.01662265881896019, "eta_seconds": 135540.82669399586, "iteration": 96599, "loss_fcos_cls": 0.27559635741636157, "loss_fcos_ctr": 0.6238105264492333, "loss_fcos_loc": 0.20949406712315977, "loss_mask": 0.2705614948645234, "loss_maskiou": 0.007111555853043683, "loss_sem_seg": 0.2954246159642935, "lr": 0.01, "mask_rcnn/accuracy": 0.8688776376719166, "mask_rcnn/false_negative": 0.1128954702234104, "mask_rcnn/false_positive": 0.12760338838146396, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7896292172372341, "total_loss": 1.6996613658193382} {"data_time": 0.015719011425971985, "eta_seconds": 135572.76941800024, "iteration": 96619, "loss_fcos_cls": 0.26735124411061406, "loss_fcos_ctr": 0.6214280230924487, "loss_fcos_loc": 0.20020251884125173, "loss_mask": 0.2674861755222082, "loss_maskiou": 0.005477661819895729, "loss_sem_seg": 0.29428623989224434, "lr": 0.01, "mask_rcnn/accuracy": 0.8918821134222921, "mask_rcnn/false_negative": 0.11051173737605013, "mask_rcnn/false_positive": 0.12085607154101874, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.75, "time": 0.7853773888200521, "total_loss": 1.6905459942208836} {"data_time": 0.017818089574575424, "eta_seconds": 135639.45419602096, "iteration": 96639, "loss_fcos_cls": 0.2859595245681703, "loss_fcos_ctr": 0.623397421091795, "loss_fcos_loc": 0.21540243062190711, "loss_mask": 0.2811918342486024, "loss_maskiou": 0.007228758360724896, "loss_sem_seg": 0.2946539258118719, "lr": 0.01, "mask_rcnn/accuracy": 0.873993634150908, "mask_rcnn/false_negative": 0.08834226008548607, "mask_rcnn/false_positive": 0.16061011481598703, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.25, "time": 0.7936890106648207, "total_loss": 1.7238389734120574} {"data_time": 0.016654448583722115, "eta_seconds": 135623.8059874624, "iteration": 96659, "loss_fcos_cls": 0.27507989620789886, "loss_fcos_ctr": 0.6196779236197472, "loss_fcos_loc": 0.20008094131480902, "loss_mask": 0.28157793916761875, "loss_maskiou": 0.007125787800760008, "loss_sem_seg": 0.2972141969949007, "lr": 0.01, "mask_rcnn/accuracy": 0.8938072678050812, "mask_rcnn/false_negative": 0.08940351780540351, "mask_rcnn/false_positive": 0.11880172207109552, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.75, "time": 0.7844236204400659, "total_loss": 1.6867271522205556} {"data_time": 0.017185707576572895, "eta_seconds": 135608.15777890384, "iteration": 96679, "loss_fcos_cls": 0.25518342293798923, "loss_fcos_ctr": 0.6209444822743535, "loss_fcos_loc": 0.20432731322944164, "loss_mask": 0.27429889142513275, "loss_maskiou": 0.005829010464367457, "loss_sem_seg": 0.26416956377215683, "lr": 0.01, "mask_rcnn/accuracy": 0.868530790223066, "mask_rcnn/false_negative": 0.11489174952195316, "mask_rcnn/false_positive": 0.15102358668006038, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7701459871605039, "total_loss": 1.6452762816406903} {"data_time": 0.014645147137343884, "eta_seconds": 135574.91141582374, "iteration": 96699, "loss_fcos_cls": 0.27806178852915764, "loss_fcos_ctr": 0.6228487333282828, "loss_fcos_loc": 0.21081641491036862, "loss_mask": 0.2877004826441407, "loss_maskiou": 0.00687369322986342, "loss_sem_seg": 0.3257265854626894, "lr": 0.01, "mask_rcnn/accuracy": 0.8665901506150406, "mask_rcnn/false_negative": 0.09354392581649036, "mask_rcnn/false_positive": 0.15594144942543983, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7650393815711141, "total_loss": 1.713722120285638} {"data_time": 0.021265515126287937, "eta_seconds": 135538.54430385586, "iteration": 96719, "loss_fcos_cls": 0.2666676000226289, "loss_fcos_ctr": 0.6224849233403802, "loss_fcos_loc": 0.20167315052822232, "loss_mask": 0.2779755340889096, "loss_maskiou": 0.006710402158205397, "loss_sem_seg": 0.29258091654628515, "lr": 0.01, "mask_rcnn/accuracy": 0.8682489344823294, "mask_rcnn/false_negative": 0.09999583738616562, "mask_rcnn/false_positive": 0.1632258535391929, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7765101911500096, "total_loss": 1.6768742251806543} {"data_time": 0.01660833414644003, "eta_seconds": 135543.6190605769, "iteration": 96739, "loss_fcos_cls": 0.26943950657732785, "loss_fcos_ctr": 0.6227642446756363, "loss_fcos_loc": 0.20527974399738014, "loss_mask": 0.29075108375400305, "loss_maskiou": 0.007166662908275612, "loss_sem_seg": 0.27617296297103167, "lr": 0.01, "mask_rcnn/accuracy": 0.8586067715495902, "mask_rcnn/false_negative": 0.11453746164944097, "mask_rcnn/false_positive": 0.19295432035935214, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7851060424000025, "total_loss": 1.6580676551457145} {"data_time": 0.016966743394732475, "eta_seconds": 135527.97288295347, "iteration": 96759, "loss_fcos_cls": 0.2735853623598814, "loss_fcos_ctr": 0.6219909889623523, "loss_fcos_loc": 0.20590551104396582, "loss_mask": 0.28421168494969606, "loss_maskiou": 0.006808273581555113, "loss_sem_seg": 0.27722813468426466, "lr": 0.01, "mask_rcnn/accuracy": 0.8706711561743341, "mask_rcnn/false_negative": 0.1136670845485577, "mask_rcnn/false_positive": 0.1376417580292119, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.25, "time": 0.7845968808978796, "total_loss": 1.684729038272053} {"data_time": 0.015841706655919552, "eta_seconds": 135549.5596227795, "iteration": 96779, "loss_fcos_cls": 0.2595731355249882, "loss_fcos_ctr": 0.6239604018628597, "loss_fcos_loc": 0.21100951917469501, "loss_mask": 0.2909645065665245, "loss_maskiou": 0.006776238325983286, "loss_sem_seg": 0.2935149664990604, "lr": 0.01, "mask_rcnn/accuracy": 0.8510401808572892, "mask_rcnn/false_negative": 0.12001566969306698, "mask_rcnn/false_positive": 0.17444527287678627, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.5, "time": 0.7832825686782598, "total_loss": 1.7010619150241837} {"data_time": 0.016595738008618355, "eta_seconds": 135521.76054608636, "iteration": 96799, "loss_fcos_cls": 0.2813006161013618, "loss_fcos_ctr": 0.620013415813446, "loss_fcos_loc": 0.20289601641707122, "loss_mask": 0.2775771925225854, "loss_maskiou": 0.006766187580069527, "loss_sem_seg": 0.3194242848549038, "lr": 0.01, "mask_rcnn/accuracy": 0.8726196918161204, "mask_rcnn/false_negative": 0.10386823922202883, "mask_rcnn/false_positive": 0.14243014585402347, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.78144954983145, "total_loss": 1.7035160874802386} {"data_time": 0.016793448477983475, "eta_seconds": 135481.0343500832, "iteration": 96819, "loss_fcos_cls": 0.268430398311466, "loss_fcos_ctr": 0.6233357153832912, "loss_fcos_loc": 0.21330417809076607, "loss_mask": 0.28064437257125974, "loss_maskiou": 0.007100219634594396, "loss_sem_seg": 0.3150999331846833, "lr": 0.01, "mask_rcnn/accuracy": 0.8571953492935636, "mask_rcnn/false_negative": 0.12207905600163607, "mask_rcnn/false_positive": 0.1561486645722006, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7666210494935513, "total_loss": 1.6994978170332615} {"data_time": 0.016848820261657238, "eta_seconds": 135449.3727343306, "iteration": 96839, "loss_fcos_cls": 0.27419268002267927, "loss_fcos_ctr": 0.6223729578778148, "loss_fcos_loc": 0.2139430488459766, "loss_mask": 0.2718677455559373, "loss_maskiou": 0.005906794976908714, "loss_sem_seg": 0.3003842821344733, "lr": 0.01, "mask_rcnn/accuracy": 0.8679287624140566, "mask_rcnn/false_negative": 0.10444522167339855, "mask_rcnn/false_positive": 0.14943480395019376, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7723212391138077, "total_loss": 1.7035637480876176} {"data_time": 0.016530923545360565, "eta_seconds": 135415.35959884617, "iteration": 96859, "loss_fcos_cls": 0.2721635603811592, "loss_fcos_ctr": 0.622457099147141, "loss_fcos_loc": 0.2133937762118876, "loss_mask": 0.29378770012408495, "loss_maskiou": 0.006368617381667718, "loss_sem_seg": 0.3066486376337707, "lr": 0.01, "mask_rcnn/accuracy": 0.8666288119175658, "mask_rcnn/false_negative": 0.10495463400442492, "mask_rcnn/false_positive": 0.1442141406732204, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7727783964946866, "total_loss": 1.6941200520523125} {"data_time": 0.017068508081138134, "eta_seconds": 135413.39401566144, "iteration": 96879, "loss_fcos_cls": 0.2706684495205991, "loss_fcos_ctr": 0.620657442137599, "loss_fcos_loc": 0.21069292281754315, "loss_mask": 0.28527605440467596, "loss_maskiou": 0.007199625906650908, "loss_sem_seg": 0.30590396421030164, "lr": 0.01, "mask_rcnn/accuracy": 0.8668898066219495, "mask_rcnn/false_negative": 0.1289482882688014, "mask_rcnn/false_positive": 0.14452100539184545, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.0, "time": 0.7793513657525182, "total_loss": 1.6869420624425402} {"data_time": 0.0170214781537652, "eta_seconds": 135397.75022963714, "iteration": 96899, "loss_fcos_cls": 0.27009684406220913, "loss_fcos_ctr": 0.6204698188230395, "loss_fcos_loc": 0.2089729846920818, "loss_mask": 0.2803202997893095, "loss_maskiou": 0.006471946915553417, "loss_sem_seg": 0.30348499258980155, "lr": 0.01, "mask_rcnn/accuracy": 0.8718676923894557, "mask_rcnn/false_negative": 0.09442237686849068, "mask_rcnn/false_positive": 0.12133203737473468, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7580404616892338, "total_loss": 1.6837644918559818} {"data_time": 0.016465989872813225, "eta_seconds": 135385.21733129956, "iteration": 96919, "loss_fcos_cls": 0.2695611980743706, "loss_fcos_ctr": 0.6226685559377074, "loss_fcos_loc": 0.20890322991181165, "loss_mask": 0.28291274327784777, "loss_maskiou": 0.006766794831492007, "loss_sem_seg": 0.32003065943717957, "lr": 0.01, "mask_rcnn/accuracy": 0.8739269860486567, "mask_rcnn/false_negative": 0.09975526685284294, "mask_rcnn/false_positive": 0.15825493260444473, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.75, "time": 0.778292746283114, "total_loss": 1.7351546416903147} {"data_time": 0.015631875954568386, "eta_seconds": 135330.04035304114, "iteration": 96939, "loss_fcos_cls": 0.2744783067610115, "loss_fcos_ctr": 0.6174997007474303, "loss_fcos_loc": 0.19066793948877603, "loss_mask": 0.2671305760741234, "loss_maskiou": 0.006261387068661861, "loss_sem_seg": 0.2978604498784989, "lr": 0.01, "mask_rcnn/accuracy": 0.8762170019522961, "mask_rcnn/false_negative": 0.10622275062583918, "mask_rcnn/false_positive": 0.13900510949407438, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7592963324859738, "total_loss": 1.66387354296603} {"data_time": 0.018540370278060436, "eta_seconds": 135271.1393104354, "iteration": 96959, "loss_fcos_cls": 0.2726129668299109, "loss_fcos_ctr": 0.6223330795764923, "loss_fcos_loc": 0.20687300636200234, "loss_mask": 0.2860811837017536, "loss_maskiou": 0.006799194816267118, "loss_sem_seg": 0.3157235200051218, "lr": 0.01, "mask_rcnn/accuracy": 0.8703164628220625, "mask_rcnn/false_negative": 0.10154440494610731, "mask_rcnn/false_positive": 0.1442400941896474, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.0, "time": 0.7977699870243669, "total_loss": 1.7587767207878642} {"data_time": 0.016615087166428566, "eta_seconds": 135234.52226291504, "iteration": 96979, "loss_fcos_cls": 0.289880792144686, "loss_fcos_ctr": 0.6213140869513154, "loss_fcos_loc": 0.20081006205873564, "loss_mask": 0.2851771451532841, "loss_maskiou": 0.006740655371686444, "loss_sem_seg": 0.3225293210707605, "lr": 0.01, "mask_rcnn/accuracy": 0.8771030348569357, "mask_rcnn/false_negative": 0.09658227434869783, "mask_rcnn/false_positive": 0.12897898911931682, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.25, "time": 0.751434632577002, "total_loss": 1.7323470973642543} {"data_time": 0.016886177472770214, "eta_seconds": 135204.87913933676, "iteration": 96999, "loss_fcos_cls": 0.26523077208548784, "loss_fcos_ctr": 0.6254815007559955, "loss_fcos_loc": 0.21459883556235582, "loss_mask": 0.27766585256904364, "loss_maskiou": 0.006352709446218796, "loss_sem_seg": 0.31839833315461874, "lr": 0.01, "mask_rcnn/accuracy": 0.8654984831770546, "mask_rcnn/false_negative": 0.096402678636467, "mask_rcnn/false_positive": 0.14729844530011862, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.75, "time": 0.7841271152719855, "total_loss": 1.7032303743653756} {"data_time": 0.016375294886529446, "eta_seconds": 135189.24860782083, "iteration": 97019, "loss_fcos_cls": 0.2675639216322452, "loss_fcos_ctr": 0.622130517847836, "loss_fcos_loc": 0.20289697451516986, "loss_mask": 0.2829352472908795, "loss_maskiou": 0.006805254226492252, "loss_sem_seg": 0.3116400009021163, "lr": 0.01, "mask_rcnn/accuracy": 0.8551810944157883, "mask_rcnn/false_negative": 0.0955667884795996, "mask_rcnn/false_positive": 0.1893820086904235, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.25, "time": 0.782446307130158, "total_loss": 1.683021907825605} {"data_time": 0.018959789536893368, "eta_seconds": 135216.4049667418, "iteration": 97039, "loss_fcos_cls": 0.27013633539900184, "loss_fcos_ctr": 0.6219833106733859, "loss_fcos_loc": 0.20071618031943217, "loss_mask": 0.2803251640871167, "loss_maskiou": 0.006256270135054365, "loss_sem_seg": 0.2894230023957789, "lr": 0.01, "mask_rcnn/accuracy": 0.8588060050794154, "mask_rcnn/false_negative": 0.12371854310044174, "mask_rcnn/false_positive": 0.15598934124137587, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 37.0, "time": 0.7977249808609486, "total_loss": 1.6535603714582976} {"data_time": 0.016460007056593895, "eta_seconds": 135248.54376583267, "iteration": 97059, "loss_fcos_cls": 0.2617765951436013, "loss_fcos_ctr": 0.6222329162992537, "loss_fcos_loc": 0.1996551570482552, "loss_mask": 0.2828001528978348, "loss_maskiou": 0.006399190780939534, "loss_sem_seg": 0.29340985510498285, "lr": 0.01, "mask_rcnn/accuracy": 0.890134390496853, "mask_rcnn/false_negative": 0.08592199646422868, "mask_rcnn/false_positive": 0.13401179719501072, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.0, "time": 0.793023063801229, "total_loss": 1.6746867659021518} {"data_time": 0.015800099819898605, "eta_seconds": 135141.10891273338, "iteration": 97079, "loss_fcos_cls": 0.2838487920816988, "loss_fcos_ctr": 0.6207318725064397, "loss_fcos_loc": 0.20612179930321872, "loss_mask": 0.27138437889516354, "loss_maskiou": 0.00661536336701829, "loss_sem_seg": 0.3122909367084503, "lr": 0.01, "mask_rcnn/accuracy": 0.8974576450814931, "mask_rcnn/false_negative": 0.08365575023120397, "mask_rcnn/false_positive": 0.11582714152418688, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 22.5, "time": 0.7591756172478199, "total_loss": 1.7020137214130955} {"data_time": 0.016904707998037338, "eta_seconds": 135190.5701488722, "iteration": 97099, "loss_fcos_cls": 0.2610523735638708, "loss_fcos_ctr": 0.6210647122934461, "loss_fcos_loc": 0.19584005139768124, "loss_mask": 0.2751551400870085, "loss_maskiou": 0.006287398544372991, "loss_sem_seg": 0.3039224073290825, "lr": 0.01, "mask_rcnn/accuracy": 0.8783436150902668, "mask_rcnn/false_negative": 0.10864143368489855, "mask_rcnn/false_positive": 0.1424919002341795, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7949295667931437, "total_loss": 1.6680344839260215} {"data_time": 0.0165871549397707, "eta_seconds": 135228.77587633766, "iteration": 97119, "loss_fcos_cls": 0.2624614704400301, "loss_fcos_ctr": 0.6197584914043546, "loss_fcos_loc": 0.2070031485054642, "loss_mask": 0.2978406576439738, "loss_maskiou": 0.007666346442420036, "loss_sem_seg": 0.2731368360109627, "lr": 0.01, "mask_rcnn/accuracy": 0.8862413929472399, "mask_rcnn/false_negative": 0.11377162152937778, "mask_rcnn/false_positive": 0.1431130678493972, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.7879260526970029, "total_loss": 1.6800302531919442} {"data_time": 0.014342584647238255, "eta_seconds": 135213.13173084147, "iteration": 97139, "loss_fcos_cls": 0.2614279128611088, "loss_fcos_ctr": 0.6230681939050555, "loss_fcos_loc": 0.21001880639232695, "loss_mask": 0.2852588230744004, "loss_maskiou": 0.006126324107754044, "loss_sem_seg": 0.2671082834713161, "lr": 0.01, "mask_rcnn/accuracy": 0.8767208838123264, "mask_rcnn/false_negative": 0.0927152451026818, "mask_rcnn/false_positive": 0.11832562835832652, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.75, "time": 0.767544043250382, "total_loss": 1.6407165388591238} {"data_time": 0.015415724366903305, "eta_seconds": 135376.1939039873, "iteration": 97159, "loss_fcos_cls": 0.27978008752688766, "loss_fcos_ctr": 0.6194180995225906, "loss_fcos_loc": 0.2035475424490869, "loss_mask": 0.2868557246401906, "loss_maskiou": 0.0067433495714794844, "loss_sem_seg": 0.2717207670211792, "lr": 0.01, "mask_rcnn/accuracy": 0.8861845265703684, "mask_rcnn/false_negative": 0.09519350933121326, "mask_rcnn/false_positive": 0.15449582683473867, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.25, "time": 0.7937099197879434, "total_loss": 1.6603847349178977} {"data_time": 0.017307174392044544, "eta_seconds": 135449.78828515392, "iteration": 97179, "loss_fcos_cls": 0.2686233704444021, "loss_fcos_ctr": 0.6230034367181361, "loss_fcos_loc": 0.20638812147080898, "loss_mask": 0.27999189775437117, "loss_maskiou": 0.006155508872325299, "loss_sem_seg": 0.26091691479086876, "lr": 0.01, "mask_rcnn/accuracy": 0.8828614366538694, "mask_rcnn/false_negative": 0.11316901399100113, "mask_rcnn/false_positive": 0.1463503246983998, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.5, "time": 0.7841563383117318, "total_loss": 1.645024483121233} {"data_time": 0.01663985475897789, "eta_seconds": 135546.40719739906, "iteration": 97199, "loss_fcos_cls": 0.2739037871360779, "loss_fcos_ctr": 0.6219076476991177, "loss_fcos_loc": 0.21032476716209203, "loss_mask": 0.2767761228606105, "loss_maskiou": 0.006551805876370054, "loss_sem_seg": 0.3128349669277668, "lr": 0.01, "mask_rcnn/accuracy": 0.8711715095769421, "mask_rcnn/false_negative": 0.10433850117655866, "mask_rcnn/false_positive": 0.17392838431433122, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.25, "time": 0.7936336928978562, "total_loss": 1.7205783554818481} {"data_time": 0.017604712396860123, "eta_seconds": 135530.7190466132, "iteration": 97219, "loss_fcos_cls": 0.27153604524210095, "loss_fcos_ctr": 0.6219067648053169, "loss_fcos_loc": 0.20989615586586297, "loss_mask": 0.2846706733107567, "loss_maskiou": 0.007185030655818991, "loss_sem_seg": 0.27035868819803, "lr": 0.01, "mask_rcnn/accuracy": 0.8640337527056277, "mask_rcnn/false_negative": 0.10589867678742348, "mask_rcnn/false_positive": 0.18093927224159612, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 25.75, "time": 0.7889982974156737, "total_loss": 1.6808010550157633} {"data_time": 0.017135084606707096, "eta_seconds": 135536.60611345991, "iteration": 97239, "loss_fcos_cls": 0.2634863967541605, "loss_fcos_ctr": 0.6212905934080482, "loss_fcos_loc": 0.19889657315798104, "loss_mask": 0.27292427886277437, "loss_maskiou": 0.006137755117379129, "loss_sem_seg": 0.30486965272575617, "lr": 0.01, "mask_rcnn/accuracy": 0.8771186440677966, "mask_rcnn/false_negative": 0.10783799115713918, "mask_rcnn/false_positive": 0.13612776488486739, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7974771857261658, "total_loss": 1.694622167669877} {"data_time": 0.016707714647054672, "eta_seconds": 135658.0056969598, "iteration": 97259, "loss_fcos_cls": 0.282848525675945, "loss_fcos_ctr": 0.6250994275324047, "loss_fcos_loc": 0.21289215446449816, "loss_mask": 0.2828303324058652, "loss_maskiou": 0.006215608496859204, "loss_sem_seg": 0.2970272204838693, "lr": 0.01, "mask_rcnn/accuracy": 0.8893531635004233, "mask_rcnn/false_negative": 0.08675082650886712, "mask_rcnn/false_positive": 0.1262946920478774, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.7955479538068175, "total_loss": 1.726892111604684} {"data_time": 0.016460446640849113, "eta_seconds": 135669.53951608296, "iteration": 97279, "loss_fcos_cls": 0.274165955837816, "loss_fcos_ctr": 0.6216225754469633, "loss_fcos_loc": 0.2066456259926781, "loss_mask": 0.27463835198432207, "loss_maskiou": 0.006895162572618574, "loss_sem_seg": 0.32693025888875127, "lr": 0.01, "mask_rcnn/accuracy": 0.8777696356678608, "mask_rcnn/false_negative": 0.09930911549543263, "mask_rcnn/false_positive": 0.16141699840629453, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7708022575825453, "total_loss": 1.6960313665913418} {"data_time": 0.01583485770970583, "eta_seconds": 135516.36474932637, "iteration": 97299, "loss_fcos_cls": 0.268387746065855, "loss_fcos_ctr": 0.6229759259149432, "loss_fcos_loc": 0.20424385752994567, "loss_mask": 0.28158968640491366, "loss_maskiou": 0.006446795756346546, "loss_sem_seg": 0.25476315314881504, "lr": 0.01, "mask_rcnn/accuracy": 0.8663167189952905, "mask_rcnn/false_negative": 0.09803920016836266, "mask_rcnn/false_positive": 0.1612357653291923, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7792902775108814, "total_loss": 1.6637969308212632} {"data_time": 0.01720772124826908, "eta_seconds": 135452.27829268388, "iteration": 97319, "loss_fcos_cls": 0.26314092497341335, "loss_fcos_ctr": 0.6202473156154156, "loss_fcos_loc": 0.20371158281341195, "loss_mask": 0.2933122515678406, "loss_maskiou": 0.006474642679677345, "loss_sem_seg": 0.28910828451626003, "lr": 0.01, "mask_rcnn/accuracy": 0.8820221432825661, "mask_rcnn/false_negative": 0.08845012544448749, "mask_rcnn/false_positive": 0.15416033379131183, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 35.75, "time": 0.7778904298320413, "total_loss": 1.7037303112301743} {"data_time": 0.01568989735096693, "eta_seconds": 135382.91423224192, "iteration": 97339, "loss_fcos_cls": 0.2707452494651079, "loss_fcos_ctr": 0.6213936293497682, "loss_fcos_loc": 0.20783091918565333, "loss_mask": 0.2807907946407795, "loss_maskiou": 0.006419545679818839, "loss_sem_seg": 0.260502994293347, "lr": 0.01, "mask_rcnn/accuracy": 0.8835272264268863, "mask_rcnn/false_negative": 0.09404976393653658, "mask_rcnn/false_positive": 0.12254503884299421, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7570543549954891, "total_loss": 1.6403537263104226} {"data_time": 0.016853288747370243, "eta_seconds": 135397.2105616266, "iteration": 97359, "loss_fcos_cls": 0.27500957483425736, "loss_fcos_ctr": 0.6204702202230692, "loss_fcos_loc": 0.1974082642700523, "loss_mask": 0.2759799063205719, "loss_maskiou": 0.006757922186807264, "loss_sem_seg": 0.2869800333864987, "lr": 0.01, "mask_rcnn/accuracy": 0.8910408104151709, "mask_rcnn/false_negative": 0.08710692442465257, "mask_rcnn/false_positive": 0.12986292849721315, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.75, "time": 0.775981449522078, "total_loss": 1.668891292763874} {"data_time": 0.01524577010422945, "eta_seconds": 135293.03674652707, "iteration": 97379, "loss_fcos_cls": 0.27151490352116525, "loss_fcos_ctr": 0.6198241198435426, "loss_fcos_loc": 0.20861259871162474, "loss_mask": 0.2815189864486456, "loss_maskiou": 0.006877134423120879, "loss_sem_seg": 0.2926956354640424, "lr": 0.01, "mask_rcnn/accuracy": 0.8672062959468096, "mask_rcnn/false_negative": 0.10877264295164231, "mask_rcnn/false_positive": 0.1666303475560848, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7739064013585448, "total_loss": 1.705994663760066} {"data_time": 0.01530332863330841, "eta_seconds": 135224.07646526676, "iteration": 97399, "loss_fcos_cls": 0.27236423548310995, "loss_fcos_ctr": 0.6217542462982237, "loss_fcos_loc": 0.20316969457780942, "loss_mask": 0.27382572554051876, "loss_maskiou": 0.006305282106040977, "loss_sem_seg": 0.32491684262640774, "lr": 0.01, "mask_rcnn/accuracy": 0.8652191261119833, "mask_rcnn/false_negative": 0.09875981469794998, "mask_rcnn/false_positive": 0.1531631398831424, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.786456536501646, "total_loss": 1.713982883207791} {"data_time": 0.01605943776667118, "eta_seconds": 135155.45593686774, "iteration": 97419, "loss_fcos_cls": 0.2624157387763262, "loss_fcos_ctr": 0.6212162785232067, "loss_fcos_loc": 0.20214933273382485, "loss_mask": 0.2775765052065253, "loss_maskiou": 0.006290665369306225, "loss_sem_seg": 0.28404936334118247, "lr": 0.01, "mask_rcnn/accuracy": 0.8719247760079641, "mask_rcnn/false_negative": 0.1049162955609089, "mask_rcnn/false_positive": 0.15364886569204128, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.0, "time": 0.7871973672881722, "total_loss": 1.6576726170169422} {"data_time": 0.016171897761523724, "eta_seconds": 135122.17799707875, "iteration": 97439, "loss_fcos_cls": 0.2748495645355433, "loss_fcos_ctr": 0.6217603050172329, "loss_fcos_loc": 0.20536432194057852, "loss_mask": 0.2715647919103503, "loss_maskiou": 0.005984496616292745, "loss_sem_seg": 0.3062992636114359, "lr": 0.01, "mask_rcnn/accuracy": 0.870415502510528, "mask_rcnn/false_negative": 0.09768820856507877, "mask_rcnn/false_positive": 0.15698347930317047, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.75, "time": 0.7893725922331214, "total_loss": 1.6874235063733067} {"data_time": 0.016121655702590942, "eta_seconds": 135100.9688454382, "iteration": 97459, "loss_fcos_cls": 0.2726231492124498, "loss_fcos_ctr": 0.6224951632320881, "loss_fcos_loc": 0.2148529355181381, "loss_mask": 0.2783643244765699, "loss_maskiou": 0.006711935515340883, "loss_sem_seg": 0.3064772253856063, "lr": 0.01, "mask_rcnn/accuracy": 0.8838291810230585, "mask_rcnn/false_negative": 0.09049138238314611, "mask_rcnn/false_positive": 0.13247959758410663, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.5, "time": 0.7848227340728045, "total_loss": 1.710106888305745} {"data_time": 0.015979844145476818, "eta_seconds": 135073.86348854285, "iteration": 97479, "loss_fcos_cls": 0.2634870042093098, "loss_fcos_ctr": 0.6240458763204515, "loss_fcos_loc": 0.2032359247095883, "loss_mask": 0.2756420848891139, "loss_maskiou": 0.00660545626305975, "loss_sem_seg": 0.28835230600088835, "lr": 0.01, "mask_rcnn/accuracy": 0.8684456133435725, "mask_rcnn/false_negative": 0.09916290002845299, "mask_rcnn/false_positive": 0.15464102179387346, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.25, "time": 0.7808210179209709, "total_loss": 1.6780330236215377} {"data_time": 0.016731041483581066, "eta_seconds": 135092.80456461385, "iteration": 97499, "loss_fcos_cls": 0.28659542789682746, "loss_fcos_ctr": 0.6230602944269776, "loss_fcos_loc": 0.20425767137203366, "loss_mask": 0.281643595546484, "loss_maskiou": 0.006627580922213383, "loss_sem_seg": 0.29124178597703576, "lr": 0.01, "mask_rcnn/accuracy": 0.8929369927185277, "mask_rcnn/false_negative": 0.06833014665110772, "mask_rcnn/false_positive": 0.1262462799194108, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7702173292636871, "total_loss": 1.6932598674175097} {"data_time": 0.017199186608195305, "eta_seconds": 135059.53479125723, "iteration": 97519, "loss_fcos_cls": 0.2742299837991595, "loss_fcos_ctr": 0.6193670122884214, "loss_fcos_loc": 0.20814869040623307, "loss_mask": 0.2853533704765141, "loss_maskiou": 0.006500576870166697, "loss_sem_seg": 0.2994659165851772, "lr": 0.01, "mask_rcnn/accuracy": 0.8814984441578829, "mask_rcnn/false_negative": 0.09230769240172834, "mask_rcnn/false_positive": 0.13499532915364432, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.0, "time": 0.7744656149297953, "total_loss": 1.6882964035467012} {"data_time": 0.015817943029105663, "eta_seconds": 135061.4788784869, "iteration": 97539, "loss_fcos_cls": 0.2817225311882794, "loss_fcos_ctr": 0.6218652836978436, "loss_fcos_loc": 0.2030262709595263, "loss_mask": 0.27722508925944567, "loss_maskiou": 0.007136988504498731, "loss_sem_seg": 0.2929652691818774, "lr": 0.01, "mask_rcnn/accuracy": 0.8761366306390977, "mask_rcnn/false_negative": 0.10764682915920248, "mask_rcnn/false_positive": 0.14943131013749406, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 27.25, "time": 0.7830724520608783, "total_loss": 1.6727074137306772} {"data_time": 0.016034411266446114, "eta_seconds": 135028.21318834648, "iteration": 97559, "loss_fcos_cls": 0.271563702262938, "loss_fcos_ctr": 0.6264880169183016, "loss_fcos_loc": 0.2168627470964566, "loss_mask": 0.2859479649923742, "loss_maskiou": 0.00647025689977454, "loss_sem_seg": 0.3050359736662358, "lr": 0.01, "mask_rcnn/accuracy": 0.8745677200646145, "mask_rcnn/false_negative": 0.10802981556504446, "mask_rcnn/false_positive": 0.13062994352208807, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.5, "time": 0.7828704556450248, "total_loss": 1.7623484553696471} {"data_time": 0.016182884573936462, "eta_seconds": 135007.00789551064, "iteration": 97579, "loss_fcos_cls": 0.26879496598849073, "loss_fcos_ctr": 0.6252900017425418, "loss_fcos_loc": 0.20858253294136375, "loss_mask": 0.29023888148367405, "loss_maskiou": 0.006993199320277199, "loss_sem_seg": 0.28276928304694593, "lr": 0.01, "mask_rcnn/accuracy": 0.8775844490130205, "mask_rcnn/false_negative": 0.10158008310539401, "mask_rcnn/false_positive": 0.14381109314371698, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.5, "time": 0.771639883518219, "total_loss": 1.6709877729372238} {"data_time": 0.017489764839410782, "eta_seconds": 134964.4178135544, "iteration": 97599, "loss_fcos_cls": 0.2699332688935101, "loss_fcos_ctr": 0.6247146716341376, "loss_fcos_loc": 0.20918056135997176, "loss_mask": 0.2866572691127658, "loss_maskiou": 0.006985018597333692, "loss_sem_seg": 0.3262964328750968, "lr": 0.01, "mask_rcnn/accuracy": 0.8720259074024346, "mask_rcnn/false_negative": 0.0924229657529321, "mask_rcnn/false_positive": 0.17724250098490765, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.75, "time": 0.7821219833567739, "total_loss": 1.7307666236665682} {"data_time": 0.01625457126647234, "eta_seconds": 134888.91879131552, "iteration": 97619, "loss_fcos_cls": 0.2699557973537594, "loss_fcos_ctr": 0.6238310420885682, "loss_fcos_loc": 0.21253789635375142, "loss_mask": 0.28521065693348646, "loss_maskiou": 0.00658492575166747, "loss_sem_seg": 0.28377020405605435, "lr": 0.01, "mask_rcnn/accuracy": 0.8775603443131639, "mask_rcnn/false_negative": 0.08743938880049111, "mask_rcnn/false_positive": 0.1536634440635403, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7760933423414826, "total_loss": 1.693341549136676} {"data_time": 0.016206069849431515, "eta_seconds": 134746.68517573643, "iteration": 97639, "loss_fcos_cls": 0.2543783711735159, "loss_fcos_ctr": 0.6199994096532464, "loss_fcos_loc": 0.19711960828863084, "loss_mask": 0.2769999224692583, "loss_maskiou": 0.0061700438091065735, "loss_sem_seg": 0.2723999647423625, "lr": 0.01, "mask_rcnn/accuracy": 0.8870822935972968, "mask_rcnn/false_negative": 0.07519447893308559, "mask_rcnn/false_positive": 0.1825235323223376, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 23.25, "time": 0.772261775098741, "total_loss": 1.6420238096252433} {"data_time": 0.01640417706221342, "eta_seconds": 134689.838010991, "iteration": 97659, "loss_fcos_cls": 0.2713900594972074, "loss_fcos_ctr": 0.6213355883955956, "loss_fcos_loc": 0.2106951749883592, "loss_mask": 0.29367276187986135, "loss_maskiou": 0.006639483603066765, "loss_sem_seg": 0.27880458999425173, "lr": 0.01, "mask_rcnn/accuracy": 0.8623066748066748, "mask_rcnn/false_negative": 0.1144905804395297, "mask_rcnn/false_positive": 0.17925059104946783, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.5, "time": 0.7780049638822675, "total_loss": 1.6853196219162783} {"data_time": 0.01642134226858616, "eta_seconds": 134674.20739053376, "iteration": 97679, "loss_fcos_cls": 0.2707063832785934, "loss_fcos_ctr": 0.6209914572536945, "loss_fcos_loc": 0.20863003702834249, "loss_mask": 0.27821206487715244, "loss_maskiou": 0.0061671329458476976, "loss_sem_seg": 0.2636574408970773, "lr": 0.01, "mask_rcnn/accuracy": 0.8871153889187253, "mask_rcnn/false_negative": 0.08951751094973366, "mask_rcnn/false_positive": 0.14004378662963068, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.0, "time": 0.7761176181957126, "total_loss": 1.6580850326135987} {"data_time": 0.017419966869056225, "eta_seconds": 134724.551345394, "iteration": 97699, "loss_fcos_cls": 0.27065565367229283, "loss_fcos_ctr": 0.6222407622262836, "loss_fcos_loc": 0.2050449496600777, "loss_mask": 0.2879900960251689, "loss_maskiou": 0.006838788845925592, "loss_sem_seg": 0.2846968355588615, "lr": 0.01, "mask_rcnn/accuracy": 0.8717626336248785, "mask_rcnn/false_negative": 0.09527197441408339, "mask_rcnn/false_positive": 0.16117285191286979, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7941747065633535, "total_loss": 1.6868934190133587} {"data_time": 0.017878680489957333, "eta_seconds": 134768.6537535293, "iteration": 97719, "loss_fcos_cls": 0.27192173316143453, "loss_fcos_ctr": 0.6205449281260371, "loss_fcos_loc": 0.20436614332720637, "loss_mask": 0.2749692089855671, "loss_maskiou": 0.006326222217467148, "loss_sem_seg": 0.2914093881845474, "lr": 0.01, "mask_rcnn/accuracy": 0.8754701166180758, "mask_rcnn/false_negative": 0.10894127629855577, "mask_rcnn/false_positive": 0.12683595991350127, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.7751802504062653, "total_loss": 1.6473272535804426} {"data_time": 0.01716895867139101, "eta_seconds": 134753.00853975024, "iteration": 97739, "loss_fcos_cls": 0.2884134608320892, "loss_fcos_ctr": 0.6250553904101253, "loss_fcos_loc": 0.2148245414136909, "loss_mask": 0.28984731528908014, "loss_maskiou": 0.007055629859678447, "loss_sem_seg": 0.3281015562824905, "lr": 0.01, "mask_rcnn/accuracy": 0.8809047203787175, "mask_rcnn/false_negative": 0.0977612073827567, "mask_rcnn/false_positive": 0.14851705811760674, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.7953272750601172, "total_loss": 1.7357670242345193} {"data_time": 0.016529629938304424, "eta_seconds": 134767.1054626163, "iteration": 97759, "loss_fcos_cls": 0.2597539304988459, "loss_fcos_ctr": 0.6229235935024917, "loss_fcos_loc": 0.20623854245059192, "loss_mask": 0.28027216996997595, "loss_maskiou": 0.006672503368463367, "loss_sem_seg": 0.29280203441157937, "lr": 0.01, "mask_rcnn/accuracy": 0.8502186588921283, "mask_rcnn/false_negative": 0.11969350728366591, "mask_rcnn/false_positive": 0.16608433058340927, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.5, "time": 0.79319510422647, "total_loss": 1.6844166015289375} {"data_time": 0.01652243733406067, "eta_seconds": 134721.71811219212, "iteration": 97779, "loss_fcos_cls": 0.27717696223407984, "loss_fcos_ctr": 0.6227148128673434, "loss_fcos_loc": 0.2073186836205423, "loss_mask": 0.28754326701164246, "loss_maskiou": 0.006932151045475621, "loss_sem_seg": 0.3397283023223281, "lr": 0.01, "mask_rcnn/accuracy": 0.8891812483274883, "mask_rcnn/false_negative": 0.07263926029196571, "mask_rcnn/false_positive": 0.12886060363180274, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7744962070137262, "total_loss": 1.7476255108849728} {"data_time": 0.016627542674541473, "eta_seconds": 134646.35995280463, "iteration": 97799, "loss_fcos_cls": 0.2856058881152421, "loss_fcos_ctr": 0.622638734523207, "loss_fcos_loc": 0.2030221384484321, "loss_mask": 0.26989188976585865, "loss_maskiou": 0.0063501395779894665, "loss_sem_seg": 0.2997230598703027, "lr": 0.01, "mask_rcnn/accuracy": 0.8799620313241576, "mask_rcnn/false_negative": 0.10157442721643248, "mask_rcnn/false_positive": 0.1570576613121417, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.5, "time": 0.7635593377053738, "total_loss": 1.6954997188149719} {"data_time": 0.018669799901545048, "eta_seconds": 134690.427684634, "iteration": 97819, "loss_fcos_cls": 0.26610185648314655, "loss_fcos_ctr": 0.6220124717801809, "loss_fcos_loc": 0.20746467378921807, "loss_mask": 0.2819582764059305, "loss_maskiou": 0.006461210403358564, "loss_sem_seg": 0.2855192602146417, "lr": 0.01, "mask_rcnn/accuracy": 0.8917049119882972, "mask_rcnn/false_negative": 0.08607665342287689, "mask_rcnn/false_positive": 0.1155012324586572, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7791414940729737, "total_loss": 1.6770315636713349} {"data_time": 0.017468174919486046, "eta_seconds": 134764.6217752369, "iteration": 97839, "loss_fcos_cls": 0.27120464900508523, "loss_fcos_ctr": 0.6227405499666929, "loss_fcos_loc": 0.20810788590461016, "loss_mask": 0.2752698268741369, "loss_maskiou": 0.005748149604187347, "loss_sem_seg": 0.293255363823846, "lr": 0.01, "mask_rcnn/accuracy": 0.8966605541420812, "mask_rcnn/false_negative": 0.09159038407652328, "mask_rcnn/false_positive": 0.13745219510160106, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7870047204196453, "total_loss": 1.6646954696625471} {"data_time": 0.014901957474648952, "eta_seconds": 134793.3011665158, "iteration": 97859, "loss_fcos_cls": 0.28142260387539864, "loss_fcos_ctr": 0.6212677182629704, "loss_fcos_loc": 0.211474001116585, "loss_mask": 0.282633981667459, "loss_maskiou": 0.006386550048773643, "loss_sem_seg": 0.2948976890183985, "lr": 0.01, "mask_rcnn/accuracy": 0.8665556699875896, "mask_rcnn/false_negative": 0.0989771881679408, "mask_rcnn/false_positive": 0.1656672097793258, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7937989355996251, "total_loss": 1.7237459155876422} {"data_time": 0.016445321962237358, "eta_seconds": 134808.66277661454, "iteration": 97879, "loss_fcos_cls": 0.2784933114890009, "loss_fcos_ctr": 0.622124089859426, "loss_fcos_loc": 0.21133826882578433, "loss_mask": 0.29654088616371155, "loss_maskiou": 0.007171650504460558, "loss_sem_seg": 0.31053205020725727, "lr": 0.01, "mask_rcnn/accuracy": 0.885119005606195, "mask_rcnn/false_negative": 0.10902538033498965, "mask_rcnn/false_positive": 0.12720083476651867, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7931272322311997, "total_loss": 1.7086908236233285} {"data_time": 0.016220401972532272, "eta_seconds": 134756.44536237046, "iteration": 97899, "loss_fcos_cls": 0.2727530705742538, "loss_fcos_ctr": 0.6232305951416492, "loss_fcos_loc": 0.20897700259229168, "loss_mask": 0.27612172486260533, "loss_maskiou": 0.006400500002200715, "loss_sem_seg": 0.31565193785354495, "lr": 0.01, "mask_rcnn/accuracy": 0.8749530180410723, "mask_rcnn/false_negative": 0.08897044325527735, "mask_rcnn/false_positive": 0.1610414874220493, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7651315499097109, "total_loss": 1.729014134281897} {"data_time": 0.016317978501319885, "eta_seconds": 134713.90526606143, "iteration": 97919, "loss_fcos_cls": 0.2880868474021554, "loss_fcos_ctr": 0.6214167457073927, "loss_fcos_loc": 0.20918473147321492, "loss_mask": 0.2775620222091675, "loss_maskiou": 0.006595635742996819, "loss_sem_seg": 0.31788654113188386, "lr": 0.01, "mask_rcnn/accuracy": 0.8932142992046105, "mask_rcnn/false_negative": 0.1061066250581569, "mask_rcnn/false_positive": 0.11139893039575338, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 23.5, "time": 0.7675137827172875, "total_loss": 1.711982791970513} {"data_time": 0.01586943119764328, "eta_seconds": 134713.71036396828, "iteration": 97939, "loss_fcos_cls": 0.2702728328295052, "loss_fcos_ctr": 0.6224624854512513, "loss_fcos_loc": 0.21245458885096014, "loss_mask": 0.28018713975325227, "loss_maskiou": 0.0066036124517268036, "loss_sem_seg": 0.302818410564214, "lr": 0.01, "mask_rcnn/accuracy": 0.8736606249642714, "mask_rcnn/false_negative": 0.09459055508650596, "mask_rcnn/false_positive": 0.13688978094608312, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7754824664443731, "total_loss": 1.7014283166572568} {"data_time": 0.017252998426556587, "eta_seconds": 134682.5911976248, "iteration": 97959, "loss_fcos_cls": 0.2840956576401368, "loss_fcos_ctr": 0.622161983512342, "loss_fcos_loc": 0.21369140688329935, "loss_mask": 0.28322968259453773, "loss_maskiou": 0.0069385628012241796, "loss_sem_seg": 0.32997698336839676, "lr": 0.01, "mask_rcnn/accuracy": 0.8632141667855954, "mask_rcnn/false_negative": 0.09823767259744076, "mask_rcnn/false_positive": 0.1512264566076364, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7835616320371628, "total_loss": 1.7468241695460165} {"data_time": 0.017113497480750084, "eta_seconds": 134682.3927009618, "iteration": 97979, "loss_fcos_cls": 0.2737103686667979, "loss_fcos_ctr": 0.6207182849757373, "loss_fcos_loc": 0.20866413158364594, "loss_mask": 0.27252639969810843, "loss_maskiou": 0.00631372111820383, "loss_sem_seg": 0.3177795228548348, "lr": 0.01, "mask_rcnn/accuracy": 0.8898276361450763, "mask_rcnn/false_negative": 0.0945125348938321, "mask_rcnn/false_positive": 0.12813815685027477, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.5, "time": 0.7795522594824433, "total_loss": 1.7228717688994948} {"data_time": 0.016425867564976215, "eta_seconds": 134683.67555632815, "iteration": 97999, "loss_fcos_cls": 0.26859943801537156, "loss_fcos_ctr": 0.6188781880773604, "loss_fcos_loc": 0.19719797745347023, "loss_mask": 0.29282343853265047, "loss_maskiou": 0.006751540677214507, "loss_sem_seg": 0.2942415904253721, "lr": 0.01, "mask_rcnn/accuracy": 0.8641460331714891, "mask_rcnn/false_negative": 0.1165907917824058, "mask_rcnn/false_positive": 0.14810579748714547, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7931123627349734, "total_loss": 1.6734497502548038} {"data_time": 0.016767920926213264, "eta_seconds": 134662.4844124429, "iteration": 98019, "loss_fcos_cls": 0.2765792340505868, "loss_fcos_ctr": 0.6234286492690444, "loss_fcos_loc": 0.20028225635178387, "loss_mask": 0.2720321509987116, "loss_maskiou": 0.00616645033005625, "loss_sem_seg": 0.30091187031939626, "lr": 0.01, "mask_rcnn/accuracy": 0.8926153948475377, "mask_rcnn/false_negative": 0.08956391367501322, "mask_rcnn/false_positive": 0.1452220170275312, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7795877642929554, "total_loss": 1.6976455932308454} {"data_time": 0.015349055640399456, "eta_seconds": 134627.96116989572, "iteration": 98039, "loss_fcos_cls": 0.2630855031311512, "loss_fcos_ctr": 0.6218430800363421, "loss_fcos_loc": 0.20014421013183892, "loss_mask": 0.27084513287991285, "loss_maskiou": 0.006270768339163624, "loss_sem_seg": 0.3118238216266036, "lr": 0.01, "mask_rcnn/accuracy": 0.8791817806856962, "mask_rcnn/false_negative": 0.09724140026983279, "mask_rcnn/false_positive": 0.15581231877784113, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.75, "time": 0.7921616183593869, "total_loss": 1.6723859962949064} {"data_time": 0.016465069726109505, "eta_seconds": 134532.3754526954, "iteration": 98059, "loss_fcos_cls": 0.25567447068169713, "loss_fcos_ctr": 0.6229247851297259, "loss_fcos_loc": 0.20504794968292117, "loss_mask": 0.27713911049067974, "loss_maskiou": 0.006657750818703789, "loss_sem_seg": 0.283857430331409, "lr": 0.01, "mask_rcnn/accuracy": 0.883631077509835, "mask_rcnn/false_negative": 0.08914717324134111, "mask_rcnn/false_positive": 0.12978151456182016, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7801216086372733, "total_loss": 1.7085851940501016} {"data_time": 0.015540908090770245, "eta_seconds": 134576.75396994967, "iteration": 98079, "loss_fcos_cls": 0.27790829446166754, "loss_fcos_ctr": 0.6190363266505301, "loss_fcos_loc": 0.19469339272473007, "loss_mask": 0.27005579229444265, "loss_maskiou": 0.006851068057585508, "loss_sem_seg": 0.30326218833215535, "lr": 0.01, "mask_rcnn/accuracy": 0.8843862545018006, "mask_rcnn/false_negative": 0.10391589311335435, "mask_rcnn/false_positive": 0.1297319425351629, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.5, "time": 0.7904806230217218, "total_loss": 1.6912339059999795} {"data_time": 0.01676024589687586, "eta_seconds": 134536.52481440455, "iteration": 98099, "loss_fcos_cls": 0.2698839879594743, "loss_fcos_ctr": 0.6232419703155756, "loss_fcos_loc": 0.21621026191860437, "loss_mask": 0.2831835364922881, "loss_maskiou": 0.006665950325441372, "loss_sem_seg": 0.28778424207121134, "lr": 0.01, "mask_rcnn/accuracy": 0.8518789246467817, "mask_rcnn/false_negative": 0.11170675003076985, "mask_rcnn/false_positive": 0.1731910851688806, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7888044146820903, "total_loss": 1.6602601504855556} {"data_time": 0.015893816016614437, "eta_seconds": 134441.54043370392, "iteration": 98119, "loss_fcos_cls": 0.2616646704263985, "loss_fcos_ctr": 0.6211134288460016, "loss_fcos_loc": 0.2124163038097322, "loss_mask": 0.2782118124887347, "loss_maskiou": 0.006160943918075645, "loss_sem_seg": 0.2929947697557509, "lr": 0.01, "mask_rcnn/accuracy": 0.8637999002326433, "mask_rcnn/false_negative": 0.10315915000807119, "mask_rcnn/false_positive": 0.15426573731997406, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7693919641897082, "total_loss": 1.6893274717731401} {"data_time": 0.01862557139247656, "eta_seconds": 134509.59041635506, "iteration": 98139, "loss_fcos_cls": 0.264275343157351, "loss_fcos_ctr": 0.6223653277847916, "loss_fcos_loc": 0.2014002722571604, "loss_mask": 0.27419194858521223, "loss_maskiou": 0.006198716793733183, "loss_sem_seg": 0.30615052627399564, "lr": 0.01, "mask_rcnn/accuracy": 0.8508833620296754, "mask_rcnn/false_negative": 0.11692075391765794, "mask_rcnn/false_positive": 0.141342238004948, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7859952934086323, "total_loss": 1.6195781572678243} {"data_time": 0.01721287053078413, "eta_seconds": 134364.87093948293, "iteration": 98159, "loss_fcos_cls": 0.2809161536861211, "loss_fcos_ctr": 0.6186078190803528, "loss_fcos_loc": 0.20915223436895758, "loss_mask": 0.27299442514777184, "loss_maskiou": 0.00639141150895739, "loss_sem_seg": 0.29762827465310693, "lr": 0.01, "mask_rcnn/accuracy": 0.8731543753865183, "mask_rcnn/false_negative": 0.09658427529680239, "mask_rcnn/false_positive": 0.14251595939213602, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.5, "time": 0.8003328023478389, "total_loss": 1.6989858771266881} {"data_time": 0.016282405704259872, "eta_seconds": 134341.23994324077, "iteration": 98179, "loss_fcos_cls": 0.2832218101248145, "loss_fcos_ctr": 0.6239118573721498, "loss_fcos_loc": 0.20871023950167, "loss_mask": 0.27653276827186346, "loss_maskiou": 0.007369714294327423, "loss_sem_seg": 0.3198121031746268, "lr": 0.01, "mask_rcnn/accuracy": 0.8690698993215444, "mask_rcnn/false_negative": 0.09771344746907668, "mask_rcnn/false_positive": 0.15970729674336465, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7712040152400732, "total_loss": 1.6998107746330788} {"data_time": 0.01802353374660015, "eta_seconds": 134256.69750933163, "iteration": 98199, "loss_fcos_cls": 0.275117643061094, "loss_fcos_ctr": 0.6233957419171929, "loss_fcos_loc": 0.21339933248236775, "loss_mask": 0.27986690029501915, "loss_maskiou": 0.006858918975922279, "loss_sem_seg": 0.3503612894564867, "lr": 0.01, "mask_rcnn/accuracy": 0.8717350553581757, "mask_rcnn/false_negative": 0.1053092641909028, "mask_rcnn/false_positive": 0.13100460829849975, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.25, "time": 0.7585416072979569, "total_loss": 1.7694316272463766} {"data_time": 0.015303300693631172, "eta_seconds": 134224.8180162832, "iteration": 98219, "loss_fcos_cls": 0.25654362118802965, "loss_fcos_ctr": 0.6223070882260799, "loss_fcos_loc": 0.2107981693407055, "loss_mask": 0.28433094546198845, "loss_maskiou": 0.006879002510686405, "loss_sem_seg": 0.2856158846989274, "lr": 0.01, "mask_rcnn/accuracy": 0.8621837797619047, "mask_rcnn/false_negative": 0.11057031089702664, "mask_rcnn/false_positive": 0.16888851318168932, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 38.25, "time": 0.7772152721881866, "total_loss": 1.6510463086306117} {"data_time": 0.016611707396805286, "eta_seconds": 134191.6018013265, "iteration": 98239, "loss_fcos_cls": 0.25378007907420397, "loss_fcos_ctr": 0.6190223647281528, "loss_fcos_loc": 0.20350218890234828, "loss_mask": 0.2829382289201021, "loss_maskiou": 0.007350921296165325, "loss_sem_seg": 0.28113604756072164, "lr": 0.01, "mask_rcnn/accuracy": 0.8647420818976941, "mask_rcnn/false_negative": 0.1033924998444301, "mask_rcnn/false_positive": 0.15933922190903776, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.0, "time": 0.7799670081585646, "total_loss": 1.6679459896986373} {"data_time": 0.01624359004199505, "eta_seconds": 134175.97641467862, "iteration": 98259, "loss_fcos_cls": 0.27068211836740375, "loss_fcos_ctr": 0.6209205805789679, "loss_fcos_loc": 0.20808727946132421, "loss_mask": 0.2772667706012726, "loss_maskiou": 0.0063750206609256566, "loss_sem_seg": 0.2802673834376037, "lr": 0.01, "mask_rcnn/accuracy": 0.8955288196359625, "mask_rcnn/false_negative": 0.08227341819859033, "mask_rcnn/false_positive": 0.12296805930895423, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.25, "time": 0.7916111703962088, "total_loss": 1.6795109131053323} {"data_time": 0.016867955215275288, "eta_seconds": 134160.35102803074, "iteration": 98279, "loss_fcos_cls": 0.26039881235919893, "loss_fcos_ctr": 0.6223426116630435, "loss_fcos_loc": 0.2096472990233451, "loss_mask": 0.28391691390424967, "loss_maskiou": 0.006653514923527837, "loss_sem_seg": 0.2995752994902432, "lr": 0.01, "mask_rcnn/accuracy": 0.8840204185122325, "mask_rcnn/false_negative": 0.09627217297358669, "mask_rcnn/false_positive": 0.13182179990696663, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 29.75, "time": 0.785243128426373, "total_loss": 1.6838978461455554} {"data_time": 0.01508418470621109, "eta_seconds": 134163.7018845668, "iteration": 98299, "loss_fcos_cls": 0.26094111148267984, "loss_fcos_ctr": 0.6213308069854975, "loss_fcos_loc": 0.19840440107509494, "loss_mask": 0.28789850138127804, "loss_maskiou": 0.00615477075916715, "loss_sem_seg": 0.2814863440580666, "lr": 0.01, "mask_rcnn/accuracy": 0.8785757792011569, "mask_rcnn/false_negative": 0.11844942993640029, "mask_rcnn/false_positive": 0.14001576982721026, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.25, "time": 0.7948885457590222, "total_loss": 1.658306868357613} {"data_time": 0.01434125192463398, "eta_seconds": 134148.07428753655, "iteration": 98319, "loss_fcos_cls": 0.25857339054346085, "loss_fcos_ctr": 0.6201950050890446, "loss_fcos_loc": 0.2040636371821165, "loss_mask": 0.27200609911233187, "loss_maskiou": 0.006993034046899993, "loss_sem_seg": 0.30987327732145786, "lr": 0.01, "mask_rcnn/accuracy": 0.8584943798035309, "mask_rcnn/false_negative": 0.1242020215618192, "mask_rcnn/false_positive": 0.15686288043871216, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7776823928579688, "total_loss": 1.6824935232871212} {"data_time": 0.01627489272505045, "eta_seconds": 134108.26256894972, "iteration": 98339, "loss_fcos_cls": 0.2756665335036814, "loss_fcos_ctr": 0.6223769392818213, "loss_fcos_loc": 0.20204600039869547, "loss_mask": 0.29027178324759007, "loss_maskiou": 0.007334726105909795, "loss_sem_seg": 0.31767722126096487, "lr": 0.01, "mask_rcnn/accuracy": 0.8755062406318459, "mask_rcnn/false_negative": 0.07997336155342463, "mask_rcnn/false_positive": 0.16276249195976525, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7765153013169765, "total_loss": 1.7615827443805756} {"data_time": 0.017128936015069485, "eta_seconds": 134131.66289602034, "iteration": 98359, "loss_fcos_cls": 0.2752610258758068, "loss_fcos_ctr": 0.6229428444057703, "loss_fcos_loc": 0.21505490550771356, "loss_mask": 0.283573935739696, "loss_maskiou": 0.006645709159784019, "loss_sem_seg": 0.28993954975157976, "lr": 0.01, "mask_rcnn/accuracy": 0.8730780881777676, "mask_rcnn/false_negative": 0.1000023360229231, "mask_rcnn/false_positive": 0.13841141995258688, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.75, "time": 0.7902940697968006, "total_loss": 1.6967769773182226} {"data_time": 0.016304204240441322, "eta_seconds": 134187.81700668577, "iteration": 98379, "loss_fcos_cls": 0.261324847349897, "loss_fcos_ctr": 0.6207112157717347, "loss_fcos_loc": 0.20515711029293016, "loss_mask": 0.2782427156344056, "loss_maskiou": 0.0065128353526233695, "loss_sem_seg": 0.3056186723988503, "lr": 0.01, "mask_rcnn/accuracy": 0.8650988817868566, "mask_rcnn/false_negative": 0.09036865227026028, "mask_rcnn/false_positive": 0.17180472838393146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7938701724633574, "total_loss": 1.7001052941632224} {"data_time": 0.016144974157214165, "eta_seconds": 134166.69635129068, "iteration": 98399, "loss_fcos_cls": 0.282100984826684, "loss_fcos_ctr": 0.6232958938926458, "loss_fcos_loc": 0.20968388533219695, "loss_mask": 0.27966937236487865, "loss_maskiou": 0.0058856408431893215, "loss_sem_seg": 0.3108388166874647, "lr": 0.01, "mask_rcnn/accuracy": 0.874913677592249, "mask_rcnn/false_negative": 0.10282416570907646, "mask_rcnn/false_positive": 0.16589838076860203, "roi_head/num_bg_samples": 78.25, "roi_head/num_fg_samples": 25.0, "time": 0.7800570596009493, "total_loss": 1.7163828067132272} {"data_time": 0.016805173829197884, "eta_seconds": 134068.54366927594, "iteration": 98419, "loss_fcos_cls": 0.2747598299756646, "loss_fcos_ctr": 0.6221808972768486, "loss_fcos_loc": 0.21223519439809024, "loss_mask": 0.28039282327517867, "loss_maskiou": 0.006983426617807709, "loss_sem_seg": 0.3154045147821307, "lr": 0.01, "mask_rcnn/accuracy": 0.8781428145267431, "mask_rcnn/false_negative": 0.09187184552451536, "mask_rcnn/false_positive": 0.15007279851310018, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.25, "time": 0.7671358408406377, "total_loss": 1.7362991147383582} {"data_time": 0.01766644325107336, "eta_seconds": 133926.41789365746, "iteration": 98439, "loss_fcos_cls": 0.2708956329151988, "loss_fcos_ctr": 0.6241805991157889, "loss_fcos_loc": 0.20384474494494498, "loss_mask": 0.2725771991536021, "loss_maskiou": 0.006205278696143068, "loss_sem_seg": 0.34244068851694465, "lr": 0.01, "mask_rcnn/accuracy": 0.882390604789451, "mask_rcnn/false_negative": 0.09140880224867759, "mask_rcnn/false_positive": 0.16520992365593, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7709250180050731, "total_loss": 1.6926325088425074} {"data_time": 0.015654481947422028, "eta_seconds": 133884.2080404237, "iteration": 98459, "loss_fcos_cls": 0.26757065625861287, "loss_fcos_ctr": 0.621288325637579, "loss_fcos_loc": 0.20139400637708604, "loss_mask": 0.27687824703752995, "loss_maskiou": 0.006532119121402502, "loss_sem_seg": 0.32448643213137984, "lr": 0.01, "mask_rcnn/accuracy": 0.8828179442508711, "mask_rcnn/false_negative": 0.10003350215910978, "mask_rcnn/false_positive": 0.12830460168508462, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7820682786405087, "total_loss": 1.6874136208498385} {"data_time": 0.01754777692258358, "eta_seconds": 133868.59845343977, "iteration": 98479, "loss_fcos_cls": 0.27443556021898985, "loss_fcos_ctr": 0.6205390151590109, "loss_fcos_loc": 0.20743324770592153, "loss_mask": 0.27366042975336313, "loss_maskiou": 0.006427940374123864, "loss_sem_seg": 0.3130593574605882, "lr": 0.01, "mask_rcnn/accuracy": 0.8937856693158033, "mask_rcnn/false_negative": 0.09275685698508568, "mask_rcnn/false_positive": 0.12246088799686777, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7780766906216741, "total_loss": 1.6812928561557783} {"data_time": 0.017182149924337864, "eta_seconds": 133852.98886645585, "iteration": 98499, "loss_fcos_cls": 0.28323242301121354, "loss_fcos_ctr": 0.6246310314163566, "loss_fcos_loc": 0.21872883546166122, "loss_mask": 0.2889684149995446, "loss_maskiou": 0.006612438781303354, "loss_sem_seg": 0.31217314023524523, "lr": 0.01, "mask_rcnn/accuracy": 0.8796388842422215, "mask_rcnn/false_negative": 0.0884130012523501, "mask_rcnn/false_positive": 0.1562631097913652, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7797480812296271, "total_loss": 1.7403589887180715} {"data_time": 0.016856450587511063, "eta_seconds": 133819.26244337112, "iteration": 98519, "loss_fcos_cls": 0.27712232642807066, "loss_fcos_ctr": 0.621792038436979, "loss_fcos_loc": 0.20381639141123742, "loss_mask": 0.2741499561816454, "loss_maskiou": 0.006240039481781423, "loss_sem_seg": 0.2662850269116461, "lr": 0.01, "mask_rcnn/accuracy": 0.8749698932099436, "mask_rcnn/false_negative": 0.12318561708293407, "mask_rcnn/false_positive": 0.15229916952954747, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7553001279011369, "total_loss": 1.6696027630678145} {"data_time": 0.016708828508853912, "eta_seconds": 133800.1792547796, "iteration": 98539, "loss_fcos_cls": 0.2746073789894581, "loss_fcos_ctr": 0.6205971231684089, "loss_fcos_loc": 0.209465560503304, "loss_mask": 0.29405623814091086, "loss_maskiou": 0.006769704355974682, "loss_sem_seg": 0.30229085264727473, "lr": 0.01, "mask_rcnn/accuracy": 0.8802242437855645, "mask_rcnn/false_negative": 0.1020580674095665, "mask_rcnn/false_positive": 0.15339889983766686, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7871497664600611, "total_loss": 1.7201128230663016} {"data_time": 0.016101038083434105, "eta_seconds": 133744.49707828648, "iteration": 98559, "loss_fcos_cls": 0.26014966936782, "loss_fcos_ctr": 0.62294443231076, "loss_fcos_loc": 0.21700509078800678, "loss_mask": 0.2886743303388357, "loss_maskiou": 0.007034260612272192, "loss_sem_seg": 0.2761553498567082, "lr": 0.01, "mask_rcnn/accuracy": 0.8643344466499471, "mask_rcnn/false_negative": 0.09302355853435804, "mask_rcnn/false_positive": 0.17502570361487108, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7725018868222833, "total_loss": 1.6552804061793722} {"data_time": 0.01638634968549013, "eta_seconds": 133763.28882420342, "iteration": 98579, "loss_fcos_cls": 0.27325128857046366, "loss_fcos_ctr": 0.6222089640796185, "loss_fcos_loc": 0.20580957434140146, "loss_mask": 0.2770400373265147, "loss_maskiou": 0.006425803352613002, "loss_sem_seg": 0.31308645475655794, "lr": 0.01, "mask_rcnn/accuracy": 0.8584546276704661, "mask_rcnn/false_negative": 0.10690641359653075, "mask_rcnn/false_positive": 0.17711098975997697, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.0, "time": 0.7702941652387381, "total_loss": 1.6849435894619091} {"data_time": 0.016336897388100624, "eta_seconds": 133713.29229131527, "iteration": 98599, "loss_fcos_cls": 0.26131829945370555, "loss_fcos_ctr": 0.6232628487050533, "loss_fcos_loc": 0.21086476917844266, "loss_mask": 0.2806079192087054, "loss_maskiou": 0.006393911302438937, "loss_sem_seg": 0.2875432795844972, "lr": 0.01, "mask_rcnn/accuracy": 0.8682127703173621, "mask_rcnn/false_negative": 0.09938539156067441, "mask_rcnn/false_positive": 0.1732776184204719, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7789675556123257, "total_loss": 1.6651065314363223} {"data_time": 0.01639537140727043, "eta_seconds": 133741.2250733748, "iteration": 98619, "loss_fcos_cls": 0.2556994716869667, "loss_fcos_ctr": 0.6210608994588256, "loss_fcos_loc": 0.20615103817544878, "loss_mask": 0.2869122354313731, "loss_maskiou": 0.006407413151464425, "loss_sem_seg": 0.30615915753878653, "lr": 0.01, "mask_rcnn/accuracy": 0.8590919513872965, "mask_rcnn/false_negative": 0.11261619612474884, "mask_rcnn/false_positive": 0.162461788511888, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7928970018401742, "total_loss": 1.6737225861143088} {"data_time": 0.015859073027968407, "eta_seconds": 133816.1607332714, "iteration": 98639, "loss_fcos_cls": 0.282336434815079, "loss_fcos_ctr": 0.6252985512837768, "loss_fcos_loc": 0.22215240367222577, "loss_mask": 0.2858616663143039, "loss_maskiou": 0.007124090087017976, "loss_sem_seg": 0.3077908953418955, "lr": 0.01, "mask_rcnn/accuracy": 0.8809534881660998, "mask_rcnn/false_negative": 0.10300782146205233, "mask_rcnn/false_positive": 0.1432698608494314, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7925899028778076, "total_loss": 1.74340897181537} {"data_time": 0.01615183800458908, "eta_seconds": 133858.2660990348, "iteration": 98659, "loss_fcos_cls": 0.2865249216556549, "loss_fcos_ctr": 0.6234714472666383, "loss_fcos_loc": 0.2183248052606359, "loss_mask": 0.2859221026301384, "loss_maskiou": 0.006862076959805563, "loss_sem_seg": 0.2864724085666239, "lr": 0.01, "mask_rcnn/accuracy": 0.8651688736268686, "mask_rcnn/false_negative": 0.1129577589142422, "mask_rcnn/false_positive": 0.13967675418022535, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7860257178544998, "total_loss": 1.6937490954587702} {"data_time": 0.01659547444432974, "eta_seconds": 133842.64131966513, "iteration": 98679, "loss_fcos_cls": 0.2745681836968288, "loss_fcos_ctr": 0.6194178378209472, "loss_fcos_loc": 0.20206275233067572, "loss_mask": 0.2700125342234969, "loss_maskiou": 0.006349902192596346, "loss_sem_seg": 0.290364979300648, "lr": 0.01, "mask_rcnn/accuracy": 0.8840981556207119, "mask_rcnn/false_negative": 0.09778123932482159, "mask_rcnn/false_positive": 0.16539007711131787, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.25, "time": 0.7705025784671307, "total_loss": 1.6667554522719001} {"data_time": 0.016155974939465523, "eta_seconds": 133723.45295027085, "iteration": 98699, "loss_fcos_cls": 0.27516885864315554, "loss_fcos_ctr": 0.6229280587285757, "loss_fcos_loc": 0.20604797825217247, "loss_mask": 0.2708636950701475, "loss_maskiou": 0.00655394187924685, "loss_sem_seg": 0.30902307014912367, "lr": 0.01, "mask_rcnn/accuracy": 0.889685009104652, "mask_rcnn/false_negative": 0.08472205955231099, "mask_rcnn/false_positive": 0.13752365470939001, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7871151603758335, "total_loss": 1.690355632446881} {"data_time": 0.015001934953033924, "eta_seconds": 133694.85806064494, "iteration": 98719, "loss_fcos_cls": 0.2644546882947907, "loss_fcos_ctr": 0.6221906477585435, "loss_fcos_loc": 0.19762088265269995, "loss_mask": 0.2742994576692581, "loss_maskiou": 0.006414465111447498, "loss_sem_seg": 0.32102299365215003, "lr": 0.01, "mask_rcnn/accuracy": 0.8671995116444675, "mask_rcnn/false_negative": 0.11305166052697861, "mask_rcnn/false_positive": 0.14711499759139324, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.5, "time": 0.768843618221581, "total_loss": 1.7062321958655957} {"data_time": 0.01633374486118555, "eta_seconds": 133651.6206640117, "iteration": 98739, "loss_fcos_cls": 0.2895139083266258, "loss_fcos_ctr": 0.6225083153694868, "loss_fcos_loc": 0.21799754677340388, "loss_mask": 0.2955665495246649, "loss_maskiou": 0.007192965771537274, "loss_sem_seg": 0.3447028063237667, "lr": 0.01, "mask_rcnn/accuracy": 0.8737605648319935, "mask_rcnn/false_negative": 0.11050235301744749, "mask_rcnn/false_positive": 0.1340620984099204, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.0, "time": 0.7795081967487931, "total_loss": 1.795780407570419} {"data_time": 0.014480127952992916, "eta_seconds": 133588.47314343043, "iteration": 98759, "loss_fcos_cls": 0.2659563053166494, "loss_fcos_ctr": 0.6237184652127326, "loss_fcos_loc": 0.20705430500674993, "loss_mask": 0.2865245835855603, "loss_maskiou": 0.006852138845715672, "loss_sem_seg": 0.2951207011938095, "lr": 0.01, "mask_rcnn/accuracy": 0.8747694970845481, "mask_rcnn/false_negative": 0.12218763457796714, "mask_rcnn/false_positive": 0.131749257327166, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7669421592727304, "total_loss": 1.6698415876162471} {"data_time": 0.016614061780273914, "eta_seconds": 133572.87074994482, "iteration": 98779, "loss_fcos_cls": 0.2874126089736819, "loss_fcos_ctr": 0.6231006598100066, "loss_fcos_loc": 0.20805781579110771, "loss_mask": 0.28633755911141634, "loss_maskiou": 0.0070729037033743225, "loss_sem_seg": 0.31130338250659406, "lr": 0.01, "mask_rcnn/accuracy": 0.871907085711051, "mask_rcnn/false_negative": 0.09471028943064236, "mask_rcnn/false_positive": 0.17795671461655976, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.7712971502915025, "total_loss": 1.6997467066394165} {"data_time": 0.016017812304198742, "eta_seconds": 133523.1326500224, "iteration": 98799, "loss_fcos_cls": 0.2761338269338012, "loss_fcos_ctr": 0.6190735027194023, "loss_fcos_loc": 0.20401409198530018, "loss_mask": 0.28912816382944584, "loss_maskiou": 0.007143770373659208, "loss_sem_seg": 0.3067996094468981, "lr": 0.01, "mask_rcnn/accuracy": 0.8778837622005324, "mask_rcnn/false_negative": 0.11070386934145283, "mask_rcnn/false_positive": 0.14133371288544558, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.75, "time": 0.7587377447634935, "total_loss": 1.703835060732672} {"data_time": 0.016321970149874687, "eta_seconds": 133507.53424432967, "iteration": 98819, "loss_fcos_cls": 0.26816858153324574, "loss_fcos_ctr": 0.6193866743706167, "loss_fcos_loc": 0.19503564503975213, "loss_mask": 0.2896394757553935, "loss_maskiou": 0.006936910285730846, "loss_sem_seg": 0.2990054925903678, "lr": 0.01, "mask_rcnn/accuracy": 0.8832671675129382, "mask_rcnn/false_negative": 0.09186763311171625, "mask_rcnn/false_positive": 0.15139509965107156, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 22.75, "time": 0.7804816551506519, "total_loss": 1.7020070037251571} {"data_time": 0.015825527720153332, "eta_seconds": 133475.98406989034, "iteration": 98839, "loss_fcos_cls": 0.27376659866422415, "loss_fcos_ctr": 0.6235646530985832, "loss_fcos_loc": 0.2209289384773001, "loss_mask": 0.30485934019088745, "loss_maskiou": 0.006623270353884436, "loss_sem_seg": 0.3282874096184969, "lr": 0.01, "mask_rcnn/accuracy": 0.8682078434822205, "mask_rcnn/false_negative": 0.09501909957619536, "mask_rcnn/false_positive": 0.15868551475480125, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.0, "time": 0.7934577222913504, "total_loss": 1.722652531680069} {"data_time": 0.016214690171182156, "eta_seconds": 133381.72885204945, "iteration": 98859, "loss_fcos_cls": 0.26684535294771194, "loss_fcos_ctr": 0.6175284991040826, "loss_fcos_loc": 0.19882652256637812, "loss_mask": 0.2882191129028797, "loss_maskiou": 0.007037390474579297, "loss_sem_seg": 0.30566832004114985, "lr": 0.01, "mask_rcnn/accuracy": 0.8751313025210083, "mask_rcnn/false_negative": 0.08504468369793358, "mask_rcnn/false_positive": 0.17570960187635742, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.7787076011300087, "total_loss": 1.7034505283827457} {"data_time": 0.016869614832103252, "eta_seconds": 133318.82999072317, "iteration": 98879, "loss_fcos_cls": 0.2672568168491125, "loss_fcos_ctr": 0.6229822942987084, "loss_fcos_loc": 0.21741585503332317, "loss_mask": 0.27930488996207714, "loss_maskiou": 0.007114219275536016, "loss_sem_seg": 0.30577782541513443, "lr": 0.01, "mask_rcnn/accuracy": 0.8754445572836589, "mask_rcnn/false_negative": 0.1338745162588481, "mask_rcnn/false_positive": 0.12303916819292596, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7668479010462761, "total_loss": 1.7023809902602807} {"data_time": 0.016009164042770863, "eta_seconds": 133350.55415309314, "iteration": 98899, "loss_fcos_cls": 0.2779726516455412, "loss_fcos_ctr": 0.6206242796033621, "loss_fcos_loc": 0.20165495690889657, "loss_mask": 0.28698267973959446, "loss_maskiou": 0.006980544785619713, "loss_sem_seg": 0.2731883176602423, "lr": 0.01, "mask_rcnn/accuracy": 0.8896352372117677, "mask_rcnn/false_negative": 0.088660029297258, "mask_rcnn/false_positive": 0.15293526994422152, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 37.0, "time": 0.7791535565629601, "total_loss": 1.6777829528800794} {"data_time": 0.015826056711375713, "eta_seconds": 133380.7849944178, "iteration": 98919, "loss_fcos_cls": 0.2689916417002678, "loss_fcos_ctr": 0.6195100829936564, "loss_fcos_loc": 0.20039271540008485, "loss_mask": 0.27230201195925474, "loss_maskiou": 0.006374415061145555, "loss_sem_seg": 0.30591751588508487, "lr": 0.01, "mask_rcnn/accuracy": 0.8643842457617967, "mask_rcnn/false_negative": 0.11468823898133235, "mask_rcnn/false_positive": 0.1516889673802148, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7797695333138108, "total_loss": 1.6840423991288844} {"data_time": 0.017352287657558918, "eta_seconds": 133343.4516440453, "iteration": 98939, "loss_fcos_cls": 0.2877113486174494, "loss_fcos_ctr": 0.624810908921063, "loss_fcos_loc": 0.20841639768332243, "loss_mask": 0.2912155194208026, "loss_maskiou": 0.007098551737726666, "loss_sem_seg": 0.3147665988653898, "lr": 0.01, "mask_rcnn/accuracy": 0.8860415986888941, "mask_rcnn/false_negative": 0.08314187327735087, "mask_rcnn/false_positive": 0.1420174694036037, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.25, "time": 0.7778888568282127, "total_loss": 1.752569979755208} {"data_time": 0.017515496350824833, "eta_seconds": 133327.86148011032, "iteration": 98959, "loss_fcos_cls": 0.28939732862636447, "loss_fcos_ctr": 0.6235772268846631, "loss_fcos_loc": 0.21150863473303616, "loss_mask": 0.2826407924294472, "loss_maskiou": 0.006633964279899374, "loss_sem_seg": 0.3154536825604737, "lr": 0.01, "mask_rcnn/accuracy": 0.8865768371949391, "mask_rcnn/false_negative": 0.09556993880470405, "mask_rcnn/false_positive": 0.12749056672224182, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7868974525481462, "total_loss": 1.7121525567927165} {"data_time": 0.016385680995881557, "eta_seconds": 133288.20475518052, "iteration": 98979, "loss_fcos_cls": 0.28548985125962645, "loss_fcos_ctr": 0.6231135791167617, "loss_fcos_loc": 0.2058375709457323, "loss_mask": 0.277761603705585, "loss_maskiou": 0.006899273445014842, "loss_sem_seg": 0.3030777843669057, "lr": 0.01, "mask_rcnn/accuracy": 0.8822950232724669, "mask_rcnn/false_negative": 0.07510289739018555, "mask_rcnn/false_positive": 0.16471230087267363, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 23.25, "time": 0.7652543121948838, "total_loss": 1.6764552333770553} {"data_time": 0.016905520111322403, "eta_seconds": 133231.23365416937, "iteration": 98999, "loss_fcos_cls": 0.28482271498069167, "loss_fcos_ctr": 0.6259857444092631, "loss_fcos_loc": 0.2168438781518489, "loss_mask": 0.2891956167295575, "loss_maskiou": 0.006590941542526707, "loss_sem_seg": 0.29317217180505395, "lr": 0.01, "mask_rcnn/accuracy": 0.8766071670833575, "mask_rcnn/false_negative": 0.0971108213233718, "mask_rcnn/false_positive": 0.15348647618760164, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7793611641973257, "total_loss": 1.7193006318993866} {"data_time": 0.016382554545998573, "eta_seconds": 133186.92898443528, "iteration": 99019, "loss_fcos_cls": 0.28073932509869337, "loss_fcos_ctr": 0.618880326859653, "loss_fcos_loc": 0.20000800443813205, "loss_mask": 0.2775702429935336, "loss_maskiou": 0.006931846670340747, "loss_sem_seg": 0.3106489828787744, "lr": 0.01, "mask_rcnn/accuracy": 0.8860397415893675, "mask_rcnn/false_negative": 0.09174557520379856, "mask_rcnn/false_positive": 0.15063611405366983, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7707579974085093, "total_loss": 1.695095128074172} {"data_time": 0.015641294419765472, "eta_seconds": 133138.81612674706, "iteration": 99039, "loss_fcos_cls": 0.3000452513806522, "loss_fcos_ctr": 0.6227204776369035, "loss_fcos_loc": 0.2245420051040128, "loss_mask": 0.2898532170802355, "loss_maskiou": 0.007861568868975155, "loss_sem_seg": 0.30585475312545896, "lr": 0.01, "mask_rcnn/accuracy": 0.8740480021950641, "mask_rcnn/false_negative": 0.08507631372901922, "mask_rcnn/false_positive": 0.15563306252100145, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7703334484249353, "total_loss": 1.7133345171750989} {"data_time": 0.016106097027659416, "eta_seconds": 133111.48138557468, "iteration": 99059, "loss_fcos_cls": 0.280557609628886, "loss_fcos_ctr": 0.6203750446438789, "loss_fcos_loc": 0.19836210628272966, "loss_mask": 0.26253619976341724, "loss_maskiou": 0.006271459438721649, "loss_sem_seg": 0.2884951592423022, "lr": 0.01, "mask_rcnn/accuracy": 0.8786918934240363, "mask_rcnn/false_negative": 0.09400759960809091, "mask_rcnn/false_positive": 0.1552860572983254, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.5, "time": 0.782367336563766, "total_loss": 1.6658715470548486} {"data_time": 0.01640544831752777, "eta_seconds": 133070.47306504846, "iteration": 99079, "loss_fcos_cls": 0.2728720288723707, "loss_fcos_ctr": 0.6216182941570878, "loss_fcos_loc": 0.20748869993258268, "loss_mask": 0.2773490259423852, "loss_maskiou": 0.006805046257795766, "loss_sem_seg": 0.3253612946718931, "lr": 0.01, "mask_rcnn/accuracy": 0.8778616446578631, "mask_rcnn/false_negative": 0.10111337213112395, "mask_rcnn/false_positive": 0.14565770560982955, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.5, "time": 0.7881542397662997, "total_loss": 1.73679912489024} {"data_time": 0.016059176065027714, "eta_seconds": 132951.21216548793, "iteration": 99099, "loss_fcos_cls": 0.2774270826485008, "loss_fcos_ctr": 0.6252936813980341, "loss_fcos_loc": 0.21854551404248923, "loss_mask": 0.3031602632254362, "loss_maskiou": 0.007790858580847271, "loss_sem_seg": 0.3033957611769438, "lr": 0.01, "mask_rcnn/accuracy": 0.8654627947069239, "mask_rcnn/false_negative": 0.0960733559798078, "mask_rcnn/false_positive": 0.16753477197375777, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7777641154825687, "total_loss": 1.7317455914162565} {"data_time": 0.017109930515289307, "eta_seconds": 133039.3310817778, "iteration": 99119, "loss_fcos_cls": 0.2688345948699862, "loss_fcos_ctr": 0.6231445604935288, "loss_fcos_loc": 0.21116427425295115, "loss_mask": 0.27511159935966134, "loss_maskiou": 0.005995101062580943, "loss_sem_seg": 0.27911144553218037, "lr": 0.01, "mask_rcnn/accuracy": 0.8778349866339498, "mask_rcnn/false_negative": 0.12185745499810735, "mask_rcnn/false_positive": 0.1335618822688699, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7928570322692394, "total_loss": 1.678939629568049} {"data_time": 0.017029051668941975, "eta_seconds": 132976.81930301525, "iteration": 99139, "loss_fcos_cls": 0.2841086578555405, "loss_fcos_ctr": 0.6240118946880102, "loss_fcos_loc": 0.20998898934340104, "loss_mask": 0.28760684467852116, "loss_maskiou": 0.00667523507399892, "loss_sem_seg": 0.2866394016891718, "lr": 0.01, "mask_rcnn/accuracy": 0.8803915962936899, "mask_rcnn/false_negative": 0.11356080385587672, "mask_rcnn/false_positive": 0.13600324211922843, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7761271772906184, "total_loss": 1.753252918675571} {"data_time": 0.016701496206223965, "eta_seconds": 133008.18909850717, "iteration": 99159, "loss_fcos_cls": 0.27426003385335207, "loss_fcos_ctr": 0.6223641401156783, "loss_fcos_loc": 0.2048292210092768, "loss_mask": 0.2801832212135196, "loss_maskiou": 0.007075845598592423, "loss_sem_seg": 0.3239787113852799, "lr": 0.01, "mask_rcnn/accuracy": 0.8773078360131932, "mask_rcnn/false_negative": 0.0932184955674923, "mask_rcnn/false_positive": 0.142371665573703, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7861279072239995, "total_loss": 1.6995986141700996} {"data_time": 0.015863546170294285, "eta_seconds": 133029.7887213286, "iteration": 99179, "loss_fcos_cls": 0.28196861292235553, "loss_fcos_ctr": 0.6237654401920736, "loss_fcos_loc": 0.21224071993492544, "loss_mask": 0.28819042071700096, "loss_maskiou": 0.006534026644658297, "loss_sem_seg": 0.30387652665376663, "lr": 0.01, "mask_rcnn/accuracy": 0.8758882248000552, "mask_rcnn/false_negative": 0.09960821243919178, "mask_rcnn/false_positive": 0.16355291217540813, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7908931113779545, "total_loss": 1.7153260354316444} {"data_time": 0.015420444309711456, "eta_seconds": 133026.29973820876, "iteration": 99199, "loss_fcos_cls": 0.2836313128937036, "loss_fcos_ctr": 0.624471751973033, "loss_fcos_loc": 0.21951249428093433, "loss_mask": 0.291622681543231, "loss_maskiou": 0.00669408957764972, "loss_sem_seg": 0.2830648517701775, "lr": 0.01, "mask_rcnn/accuracy": 0.8672737252228477, "mask_rcnn/false_negative": 0.10536770506015095, "mask_rcnn/false_positive": 0.1589733721490713, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7904668441042304, "total_loss": 1.7303607290814398} {"data_time": 0.016007601283490658, "eta_seconds": 133007.03137774486, "iteration": 99219, "loss_fcos_cls": 0.27198586729355156, "loss_fcos_ctr": 0.6228095218539238, "loss_fcos_loc": 0.21143307560123503, "loss_mask": 0.2830902459099889, "loss_maskiou": 0.0068134475441183895, "loss_sem_seg": 0.3247084836475551, "lr": 0.01, "mask_rcnn/accuracy": 0.8933818464232383, "mask_rcnn/false_negative": 0.08784785435844324, "mask_rcnn/false_positive": 0.13164163853779912, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 24.5, "time": 0.7710835142061114, "total_loss": 1.731607439214713} {"data_time": 0.015661707147955894, "eta_seconds": 133036.8165156031, "iteration": 99239, "loss_fcos_cls": 0.2737687979824841, "loss_fcos_ctr": 0.6220139376819134, "loss_fcos_loc": 0.20863512699725106, "loss_mask": 0.2779204654507339, "loss_maskiou": 0.006455317379732151, "loss_sem_seg": 0.32275978615507483, "lr": 0.01, "mask_rcnn/accuracy": 0.8754236869166271, "mask_rcnn/false_negative": 0.08279466985599535, "mask_rcnn/false_positive": 0.1497924299655123, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7873034216463566, "total_loss": 1.7114144724182552} {"data_time": 0.016163677908480167, "eta_seconds": 133027.96184452344, "iteration": 99259, "loss_fcos_cls": 0.27938182186335325, "loss_fcos_ctr": 0.6209059786051512, "loss_fcos_loc": 0.21582950418815017, "loss_mask": 0.2949179280549288, "loss_maskiou": 0.006301746558165178, "loss_sem_seg": 0.30060115549713373, "lr": 0.01, "mask_rcnn/accuracy": 0.8613869495166487, "mask_rcnn/false_negative": 0.0937003976023191, "mask_rcnn/false_positive": 0.1651810008251846, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.7818410815671086, "total_loss": 1.735882423381554} {"data_time": 0.017162558622658253, "eta_seconds": 133005.65323674772, "iteration": 99279, "loss_fcos_cls": 0.27306088840123266, "loss_fcos_ctr": 0.6215060064569116, "loss_fcos_loc": 0.2085540615953505, "loss_mask": 0.28050584252923727, "loss_maskiou": 0.006535416498081759, "loss_sem_seg": 0.2932092451956123, "lr": 0.01, "mask_rcnn/accuracy": 0.8883492371005006, "mask_rcnn/false_negative": 0.08782233397888903, "mask_rcnn/false_positive": 0.15082833929648454, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.5, "time": 0.7693425556644797, "total_loss": 1.6745312564453343} {"data_time": 0.015368998050689697, "eta_seconds": 132961.78183448408, "iteration": 99299, "loss_fcos_cls": 0.25918853585608304, "loss_fcos_ctr": 0.6180738629773259, "loss_fcos_loc": 0.19877701997756958, "loss_mask": 0.26727795600891113, "loss_maskiou": 0.006300072418525815, "loss_sem_seg": 0.32235388783738017, "lr": 0.01, "mask_rcnn/accuracy": 0.8762521156788075, "mask_rcnn/false_negative": 0.08728261506401194, "mask_rcnn/false_positive": 0.12976013036333559, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.75, "time": 0.7719405237585306, "total_loss": 1.6964906940847868} {"data_time": 0.01569664105772972, "eta_seconds": 133023.39387423173, "iteration": 99319, "loss_fcos_cls": 0.2702328874729574, "loss_fcos_ctr": 0.6244909418746829, "loss_fcos_loc": 0.20763283944688737, "loss_mask": 0.2972161713987589, "loss_maskiou": 0.006705603846057784, "loss_sem_seg": 0.28768667904660106, "lr": 0.01, "mask_rcnn/accuracy": 0.8860996830377152, "mask_rcnn/false_negative": 0.10162471428200556, "mask_rcnn/false_positive": 0.14642011914413117, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.25, "time": 0.8139946386218071, "total_loss": 1.6827365179051412} {"data_time": 0.017410054802894592, "eta_seconds": 132977.72273433488, "iteration": 99339, "loss_fcos_cls": 0.26452865288592875, "loss_fcos_ctr": 0.6209533996880054, "loss_fcos_loc": 0.20377477467991412, "loss_mask": 0.27559574507176876, "loss_maskiou": 0.006661619379883632, "loss_sem_seg": 0.27767170825973153, "lr": 0.01, "mask_rcnn/accuracy": 0.8913361475542598, "mask_rcnn/false_negative": 0.1016650718572534, "mask_rcnn/false_positive": 0.15016800240709952, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7764133717864752, "total_loss": 1.6698175327910576} {"data_time": 0.0163193941116333, "eta_seconds": 133032.88023449853, "iteration": 99359, "loss_fcos_cls": 0.2865457618609071, "loss_fcos_ctr": 0.6227442696690559, "loss_fcos_loc": 0.2101373712066561, "loss_mask": 0.27647342532873154, "loss_maskiou": 0.00633792215376161, "loss_sem_seg": 0.33103422867134213, "lr": 0.01, "mask_rcnn/accuracy": 0.8807574046184738, "mask_rcnn/false_negative": 0.11120628892752385, "mask_rcnn/false_positive": 0.11167310313875144, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7919609537348151, "total_loss": 1.7571087643445935} {"data_time": 0.016029976308345795, "eta_seconds": 132976.63176460937, "iteration": 99379, "loss_fcos_cls": 0.2760981118772179, "loss_fcos_ctr": 0.6208552089519799, "loss_fcos_loc": 0.19853252568282187, "loss_mask": 0.27530899085104465, "loss_maskiou": 0.006485950092610437, "loss_sem_seg": 0.30249213124625385, "lr": 0.01, "mask_rcnn/accuracy": 0.8750872892372672, "mask_rcnn/false_negative": 0.08604727148718871, "mask_rcnn/false_positive": 0.12308757168999292, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.75, "time": 0.7803383637219667, "total_loss": 1.6866044811467873} {"data_time": 0.017758529633283615, "eta_seconds": 132984.87787354086, "iteration": 99399, "loss_fcos_cls": 0.27720625401707366, "loss_fcos_ctr": 0.6233218144625425, "loss_fcos_loc": 0.21214140462689102, "loss_mask": 0.2853922490030527, "loss_maskiou": 0.007149754834244959, "loss_sem_seg": 0.30493592470884323, "lr": 0.01, "mask_rcnn/accuracy": 0.8899309565464699, "mask_rcnn/false_negative": 0.09630993486078224, "mask_rcnn/false_positive": 0.14720007615841252, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.75, "time": 0.7890759380534291, "total_loss": 1.722018174623372} {"data_time": 0.016472024843096733, "eta_seconds": 133052.84674374852, "iteration": 99419, "loss_fcos_cls": 0.27368021686561406, "loss_fcos_ctr": 0.6219095978885889, "loss_fcos_loc": 0.20600230852141976, "loss_mask": 0.2851042514666915, "loss_maskiou": 0.006624116787861567, "loss_sem_seg": 0.29067548899911344, "lr": 0.01, "mask_rcnn/accuracy": 0.8680562884494457, "mask_rcnn/false_negative": 0.10659247870691878, "mask_rcnn/false_positive": 0.16280430603672363, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7797515410929918, "total_loss": 1.6857543982405332} {"data_time": 0.015553046017885208, "eta_seconds": 133155.30099142157, "iteration": 99439, "loss_fcos_cls": 0.28251541778445244, "loss_fcos_ctr": 0.6224001361988485, "loss_fcos_loc": 0.20623219781555235, "loss_mask": 0.26881983038038015, "loss_maskiou": 0.006484964127594139, "loss_sem_seg": 0.30929634207859635, "lr": 0.01, "mask_rcnn/accuracy": 0.8827340751649009, "mask_rcnn/false_negative": 0.09562122042840013, "mask_rcnn/false_positive": 0.1512309129629979, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7902194857597351, "total_loss": 1.7049823327106424} {"data_time": 0.017223420552909374, "eta_seconds": 133088.00401627645, "iteration": 99459, "loss_fcos_cls": 0.2512903609313071, "loss_fcos_ctr": 0.6213669050484896, "loss_fcos_loc": 0.20159743656404316, "loss_mask": 0.2664269618690014, "loss_maskiou": 0.006704499108309392, "loss_sem_seg": 0.2911312635987997, "lr": 0.01, "mask_rcnn/accuracy": 0.8743614954795079, "mask_rcnn/false_negative": 0.08671443122374262, "mask_rcnn/false_positive": 0.18747958312524332, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7785560376942158, "total_loss": 1.6367531825526385} {"data_time": 0.01774583663791418, "eta_seconds": 133061.85287371837, "iteration": 99479, "loss_fcos_cls": 0.2733073611743748, "loss_fcos_ctr": 0.6232611127197742, "loss_fcos_loc": 0.2042979687685147, "loss_mask": 0.2775865662842989, "loss_maskiou": 0.005798958140076138, "loss_sem_seg": 0.318201688118279, "lr": 0.01, "mask_rcnn/accuracy": 0.8705422219908372, "mask_rcnn/false_negative": 0.1082746199342077, "mask_rcnn/false_positive": 0.1491492482114345, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7763464329764247, "total_loss": 1.73698909880477} {"data_time": 0.015732663683593273, "eta_seconds": 133033.4607990533, "iteration": 99499, "loss_fcos_cls": 0.2846354213543236, "loss_fcos_ctr": 0.6248155422508717, "loss_fcos_loc": 0.21076246805023402, "loss_mask": 0.2835491104051471, "loss_maskiou": 0.006591475204913877, "loss_sem_seg": 0.32106540258973837, "lr": 0.01, "mask_rcnn/accuracy": 0.8655977577478465, "mask_rcnn/false_negative": 0.10639498961355727, "mask_rcnn/false_positive": 0.1449978574042738, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.5, "time": 0.7686218861490488, "total_loss": 1.7169965387511184} {"data_time": 0.014942546375095844, "eta_seconds": 133030.63986115716, "iteration": 99519, "loss_fcos_cls": 0.2833710750564933, "loss_fcos_ctr": 0.6201225612312555, "loss_fcos_loc": 0.204960462404415, "loss_mask": 0.28509872034192085, "loss_maskiou": 0.007103297219146043, "loss_sem_seg": 0.2914582001976669, "lr": 0.01, "mask_rcnn/accuracy": 0.8831609876093295, "mask_rcnn/false_negative": 0.11690265530384521, "mask_rcnn/false_positive": 0.14506191505364638, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7711336826905608, "total_loss": 1.7026923875091597} {"data_time": 0.01661366131156683, "eta_seconds": 133076.81063795835, "iteration": 99539, "loss_fcos_cls": 0.2737734466791153, "loss_fcos_ctr": 0.6201714482158422, "loss_fcos_loc": 0.20229022833518684, "loss_mask": 0.28467811923474073, "loss_maskiou": 0.006602512352401391, "loss_sem_seg": 0.29258963465690613, "lr": 0.01, "mask_rcnn/accuracy": 0.8760793833662497, "mask_rcnn/false_negative": 0.08997461915880706, "mask_rcnn/false_positive": 0.1507319569909153, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7943745171651244, "total_loss": 1.6763447985285893} {"data_time": 0.01736411452293396, "eta_seconds": 133061.19688341767, "iteration": 99559, "loss_fcos_cls": 0.2804092667065561, "loss_fcos_ctr": 0.6224927199073136, "loss_fcos_loc": 0.20825868949759752, "loss_mask": 0.29669963754713535, "loss_maskiou": 0.007508196955313906, "loss_sem_seg": 0.3253774514887482, "lr": 0.01, "mask_rcnn/accuracy": 0.8689332397596896, "mask_rcnn/false_negative": 0.10886392163862565, "mask_rcnn/false_positive": 0.15524036946254458, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.75, "time": 0.7740969462320209, "total_loss": 1.7612393226736458} {"data_time": 0.017491275444626808, "eta_seconds": 133107.11466487963, "iteration": 99579, "loss_fcos_cls": 0.28636814979836345, "loss_fcos_ctr": 0.6227256380952895, "loss_fcos_loc": 0.2103950078599155, "loss_mask": 0.29513933369889855, "loss_maskiou": 0.0070755267443018965, "loss_sem_seg": 0.34217690443620086, "lr": 0.01, "mask_rcnn/accuracy": 0.8565912851627138, "mask_rcnn/false_negative": 0.09918123508481202, "mask_rcnn/false_positive": 0.18503754735802835, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.778744013980031, "total_loss": 1.7724347010662314} {"data_time": 0.017041335813701153, "eta_seconds": 133029.9693743363, "iteration": 99599, "loss_fcos_cls": 0.2796166113112122, "loss_fcos_ctr": 0.6228072252124548, "loss_fcos_loc": 0.2094432287849486, "loss_mask": 0.2987014288082719, "loss_maskiou": 0.007228037851746194, "loss_sem_seg": 0.350282427854836, "lr": 0.01, "mask_rcnn/accuracy": 0.8592928188591454, "mask_rcnn/false_negative": 0.11339091254153931, "mask_rcnn/false_positive": 0.15128403297685328, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7774708112701774, "total_loss": 1.7465214847179595} {"data_time": 0.015504944138228893, "eta_seconds": 132905.17972139362, "iteration": 99619, "loss_fcos_cls": 0.27074536215513945, "loss_fcos_ctr": 0.6205510618165135, "loss_fcos_loc": 0.20676190918311477, "loss_mask": 0.2820399599149823, "loss_maskiou": 0.006952555835596286, "loss_sem_seg": 0.30615668930113316, "lr": 0.01, "mask_rcnn/accuracy": 0.8497921709667473, "mask_rcnn/false_negative": 0.10486505869163307, "mask_rcnn/false_positive": 0.1906495409677476, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7718346752226353, "total_loss": 1.7129030182186398} {"data_time": 0.02003156766295433, "eta_seconds": 132797.79590632115, "iteration": 99639, "loss_fcos_cls": 0.2680595013080165, "loss_fcos_ctr": 0.6211658539250493, "loss_fcos_loc": 0.20309822214767337, "loss_mask": 0.273329827003181, "loss_maskiou": 0.006889297292218544, "loss_sem_seg": 0.31809709407389164, "lr": 0.01, "mask_rcnn/accuracy": 0.8963012514788524, "mask_rcnn/false_negative": 0.08314613497714346, "mask_rcnn/false_positive": 0.13161993954328904, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.767926543019712, "total_loss": 1.660432151031273} {"data_time": 0.01709738653153181, "eta_seconds": 132795.46856587287, "iteration": 99659, "loss_fcos_cls": 0.30026128329336643, "loss_fcos_ctr": 0.6224186890758574, "loss_fcos_loc": 0.20987177407369018, "loss_mask": 0.2838866272941232, "loss_maskiou": 0.0068903974097338505, "loss_sem_seg": 0.3511993605643511, "lr": 0.01, "mask_rcnn/accuracy": 0.8871047668638639, "mask_rcnn/false_negative": 0.08563454675798379, "mask_rcnn/false_positive": 0.11752610177101913, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.25, "time": 0.7842409471049905, "total_loss": 1.7406089958240045} {"data_time": 0.0158854303881526, "eta_seconds": 132893.0157404095, "iteration": 99679, "loss_fcos_cls": 0.26562198786996305, "loss_fcos_ctr": 0.621851778589189, "loss_fcos_loc": 0.21748282748740166, "loss_mask": 0.2868090430274606, "loss_maskiou": 0.006761650554835796, "loss_sem_seg": 0.35185782541520894, "lr": 0.01, "mask_rcnn/accuracy": 0.8515284725260095, "mask_rcnn/false_negative": 0.13342080946933021, "mask_rcnn/false_positive": 0.15492800409504023, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7869831398129463, "total_loss": 1.7414250572765013} {"data_time": 0.01756590884178877, "eta_seconds": 132861.3261082163, "iteration": 99699, "loss_fcos_cls": 0.2758073036093265, "loss_fcos_ctr": 0.622417101636529, "loss_fcos_loc": 0.21280015562660992, "loss_mask": 0.2915743561461568, "loss_maskiou": 0.006257439556065947, "loss_sem_seg": 0.31772602908313274, "lr": 0.01, "mask_rcnn/accuracy": 0.8821800595238095, "mask_rcnn/false_negative": 0.09811075601058182, "mask_rcnn/false_positive": 0.13363560350235407, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7820084625855088, "total_loss": 1.7425594536907738} {"data_time": 0.015448176302015781, "eta_seconds": 132911.8347057663, "iteration": 99719, "loss_fcos_cls": 0.27032893942669034, "loss_fcos_ctr": 0.6214707242324948, "loss_fcos_loc": 0.2125358177581802, "loss_mask": 0.282239836640656, "loss_maskiou": 0.006473910732893273, "loss_sem_seg": 0.2836313158040866, "lr": 0.01, "mask_rcnn/accuracy": 0.8778791667862644, "mask_rcnn/false_negative": 0.08084718548825787, "mask_rcnn/false_positive": 0.14001807924333193, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.25, "time": 0.7836337387561798, "total_loss": 1.6822389363951515} {"data_time": 0.016722995787858963, "eta_seconds": 132947.82213918678, "iteration": 99739, "loss_fcos_cls": 0.26807821402326226, "loss_fcos_ctr": 0.6230164589360356, "loss_fcos_loc": 0.21396246855147183, "loss_mask": 0.28655369114130735, "loss_maskiou": 0.006773167449864559, "loss_sem_seg": 0.2805756258312613, "lr": 0.01, "mask_rcnn/accuracy": 0.9031451769078316, "mask_rcnn/false_negative": 0.08103478668533556, "mask_rcnn/false_positive": 0.12907532274539796, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.7833650736138225, "total_loss": 1.678930370209855} {"data_time": 0.01721017435193062, "eta_seconds": 132932.20519553684, "iteration": 99759, "loss_fcos_cls": 0.2720105418120511, "loss_fcos_ctr": 0.6222601532936096, "loss_fcos_loc": 0.20829470339231193, "loss_mask": 0.29764673952013254, "loss_maskiou": 0.007020471806754358, "loss_sem_seg": 0.26482960814610124, "lr": 0.01, "mask_rcnn/accuracy": 0.8445965178773783, "mask_rcnn/false_negative": 0.12277178327998603, "mask_rcnn/false_positive": 0.16534765580485933, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7719006920233369, "total_loss": 1.6673446500644786} {"data_time": 0.016247129999101162, "eta_seconds": 132998.45633824915, "iteration": 99779, "loss_fcos_cls": 0.27887165534775704, "loss_fcos_ctr": 0.624423242174089, "loss_fcos_loc": 0.2119874667841941, "loss_mask": 0.2815990671515465, "loss_maskiou": 0.006686727523629088, "loss_sem_seg": 0.29855492687784135, "lr": 0.01, "mask_rcnn/accuracy": 0.8794786711677152, "mask_rcnn/false_negative": 0.10035618233914952, "mask_rcnn/false_positive": 0.13684827646787906, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.0, "time": 0.7880533607676625, "total_loss": 1.704714768959093} {"data_time": 0.01641907822340727, "eta_seconds": 133046.50691264682, "iteration": 99799, "loss_fcos_cls": 0.27058072958607227, "loss_fcos_ctr": 0.6224606372416019, "loss_fcos_loc": 0.20827868301421404, "loss_mask": 0.277906883507967, "loss_maskiou": 0.006253579907934181, "loss_sem_seg": 0.27084394730627537, "lr": 0.01, "mask_rcnn/accuracy": 0.8798093731751859, "mask_rcnn/false_negative": 0.08319421334624566, "mask_rcnn/false_positive": 0.1665727311985697, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.75, "time": 0.7969193803146482, "total_loss": 1.637973166856682} {"data_time": 0.01655546110123396, "eta_seconds": 133030.8728673812, "iteration": 99819, "loss_fcos_cls": 0.2578578167594969, "loss_fcos_ctr": 0.6216851975768805, "loss_fcos_loc": 0.20288413972593844, "loss_mask": 0.28271577693521976, "loss_maskiou": 0.006449302556575276, "loss_sem_seg": 0.28321266709826887, "lr": 0.01, "mask_rcnn/accuracy": 0.8685156943212067, "mask_rcnn/false_negative": 0.09546794906241649, "mask_rcnn/false_positive": 0.16851276083534042, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.25, "time": 0.7750703766942024, "total_loss": 1.6604184295574669} {"data_time": 0.015737561509013176, "eta_seconds": 132974.2209531227, "iteration": 99839, "loss_fcos_cls": 0.2651893082074821, "loss_fcos_ctr": 0.6246710121631622, "loss_fcos_loc": 0.2181860985001549, "loss_mask": 0.2952306494116783, "loss_maskiou": 0.006811178784118965, "loss_sem_seg": 0.3110057394951582, "lr": 0.01, "mask_rcnn/accuracy": 0.8762268394199786, "mask_rcnn/false_negative": 0.11805808155165037, "mask_rcnn/false_positive": 0.1476399252711472, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7597978608682752, "total_loss": 1.7323968324344605} {"data_time": 0.015826964750885963, "eta_seconds": 132987.2431368949, "iteration": 99859, "loss_fcos_cls": 0.2710606646724045, "loss_fcos_ctr": 0.6230110330507159, "loss_fcos_loc": 0.2108174985041842, "loss_mask": 0.2921655150130391, "loss_maskiou": 0.006417204756871797, "loss_sem_seg": 0.3094018027186394, "lr": 0.01, "mask_rcnn/accuracy": 0.8637728528911565, "mask_rcnn/false_negative": 0.12144595844761064, "mask_rcnn/false_positive": 0.14137670092018573, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7885991865769029, "total_loss": 1.6950268920554663} {"data_time": 0.01600772887468338, "eta_seconds": 133019.66258720309, "iteration": 99879, "loss_fcos_cls": 0.2647929876111448, "loss_fcos_ctr": 0.6209023259580135, "loss_fcos_loc": 0.20788320433348417, "loss_mask": 0.27908893022686243, "loss_maskiou": 0.007009879904217087, "loss_sem_seg": 0.32776364241726696, "lr": 0.01, "mask_rcnn/accuracy": 0.8787434647522033, "mask_rcnn/false_negative": 0.11486583930349702, "mask_rcnn/false_positive": 0.1342924364054336, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7773505104705691, "total_loss": 1.716800938040251} {"data_time": 0.014718863181769848, "eta_seconds": 132915.91603030916, "iteration": 99899, "loss_fcos_cls": 0.2856087649706751, "loss_fcos_ctr": 0.6179243437945843, "loss_fcos_loc": 0.20148283173330128, "loss_mask": 0.27083372976630926, "loss_maskiou": 0.006143513150163926, "loss_sem_seg": 0.30492788925766945, "lr": 0.01, "mask_rcnn/accuracy": 0.8752485293634362, "mask_rcnn/false_negative": 0.09944949918439558, "mask_rcnn/false_positive": 0.1379616005779603, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7733706701546907, "total_loss": 1.709658466206747} {"data_time": 0.017155945301055908, "eta_seconds": 132955.45120262168, "iteration": 99919, "loss_fcos_cls": 0.27636760962195694, "loss_fcos_ctr": 0.620832609012723, "loss_fcos_loc": 0.2098545804619789, "loss_mask": 0.2879327293485403, "loss_maskiou": 0.0068330769427120686, "loss_sem_seg": 0.27542718476615846, "lr": 0.01, "mask_rcnn/accuracy": 0.8532221127087198, "mask_rcnn/false_negative": 0.11926673452059794, "mask_rcnn/false_positive": 0.1529302131723302, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.791036925278604, "total_loss": 1.6718169466475956} {"data_time": 0.015931121073663235, "eta_seconds": 132904.62807466183, "iteration": 99939, "loss_fcos_cls": 0.277154749375768, "loss_fcos_ctr": 0.6220187591388822, "loss_fcos_loc": 0.2036286734510213, "loss_mask": 0.2849708506837487, "loss_maskiou": 0.007377879039268009, "loss_sem_seg": 0.3025365846697241, "lr": 0.01, "mask_rcnn/accuracy": 0.8865075099807365, "mask_rcnn/false_negative": 0.102520959057075, "mask_rcnn/false_positive": 0.13064259597443834, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7784034721553326, "total_loss": 1.706667960024788} {"data_time": 0.014865214005112648, "eta_seconds": 132834.3190521691, "iteration": 99959, "loss_fcos_cls": 0.27280799904838204, "loss_fcos_ctr": 0.6206321138888597, "loss_fcos_loc": 0.2067885195137933, "loss_mask": 0.2744988314807415, "loss_maskiou": 0.006548296136315912, "loss_sem_seg": 0.29727557208389044, "lr": 0.01, "mask_rcnn/accuracy": 0.8901660674972044, "mask_rcnn/false_negative": 0.09144621660079122, "mask_rcnn/false_positive": 0.1419362248654741, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.0, "time": 0.7716121338307858, "total_loss": 1.6828018847008934} {"data_time": 0.01816865336149931, "eta_seconds": 132840.4126621848, "iteration": 99979, "loss_fcos_cls": 0.27421282324939966, "loss_fcos_ctr": 0.6245384691283107, "loss_fcos_loc": 0.21041206293739378, "loss_mask": 0.29085725639015436, "loss_maskiou": 0.006642374079092406, "loss_sem_seg": 0.28907917020842433, "lr": 0.01, "mask_rcnn/accuracy": 0.8687542793091263, "mask_rcnn/false_negative": 0.07959174101802013, "mask_rcnn/false_positive": 0.19447522492165764, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7818960212171078, "total_loss": 1.6989088416885352} {"data_time": 0.01655549928545952, "eta_seconds": 132693.28234985098, "iteration": 99999, "loss_fcos_cls": 0.2781380107626319, "loss_fcos_ctr": 0.6230769399553537, "loss_fcos_loc": 0.20534483320079744, "loss_mask": 0.27378764236345887, "loss_maskiou": 0.0068682302080560476, "loss_sem_seg": 0.3226016005501151, "lr": 0.01, "mask_rcnn/accuracy": 0.8885185785886365, "mask_rcnn/false_negative": 0.10011114599663407, "mask_rcnn/false_positive": 0.13131144767526381, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.7687488310039043, "total_loss": 1.7384052843990503} {"data_time": 0.014233536086976528, "eta_seconds": 132787.44765560515, "iteration": 100019, "loss_fcos_cls": 0.2792906367685646, "loss_fcos_ctr": 0.6234778184443712, "loss_fcos_loc": 0.20507764141075313, "loss_mask": 0.2926746206358075, "loss_maskiou": 0.007203140346973669, "loss_sem_seg": 0.31136280088685453, "lr": 0.01, "mask_rcnn/accuracy": 0.8700467475125644, "mask_rcnn/false_negative": 0.10303689804938085, "mask_rcnn/false_positive": 0.1558569697480598, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7985894838348031, "total_loss": 1.7180455340349} {"data_time": 0.015350082889199257, "eta_seconds": 132747.8322246531, "iteration": 100039, "loss_fcos_cls": 0.27109884191304445, "loss_fcos_ctr": 0.6216540671885014, "loss_fcos_loc": 0.20770740578882396, "loss_mask": 0.2828174475580454, "loss_maskiou": 0.006895141719724052, "loss_sem_seg": 0.31619247258640826, "lr": 0.01, "mask_rcnn/accuracy": 0.864879814802175, "mask_rcnn/false_negative": 0.0777334087961502, "mask_rcnn/false_positive": 0.1572892371962644, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.25, "time": 0.7613894063979387, "total_loss": 1.718162157369079} {"data_time": 0.016039563342928886, "eta_seconds": 132777.9072480714, "iteration": 100059, "loss_fcos_cls": 0.26901160879060626, "loss_fcos_ctr": 0.6242694929242134, "loss_fcos_loc": 0.211328414385207, "loss_mask": 0.28291464876383543, "loss_maskiou": 0.006547377823153511, "loss_sem_seg": 0.31071067112497985, "lr": 0.01, "mask_rcnn/accuracy": 0.8766609728216572, "mask_rcnn/false_negative": 0.09842762428934598, "mask_rcnn/false_positive": 0.15722030278747737, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.0, "time": 0.7857748428359628, "total_loss": 1.6887568629390444} {"data_time": 0.016668775118887424, "eta_seconds": 132682.33409713767, "iteration": 100079, "loss_fcos_cls": 0.2775680529884994, "loss_fcos_ctr": 0.6201025806367397, "loss_fcos_loc": 0.20415500493254513, "loss_mask": 0.2777762385085225, "loss_maskiou": 0.006256156295421533, "loss_sem_seg": 0.2775733640883118, "lr": 0.01, "mask_rcnn/accuracy": 0.875511047792611, "mask_rcnn/false_negative": 0.10884059849729058, "mask_rcnn/false_positive": 0.1525062467871942, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7722200099378824, "total_loss": 1.67952668563521} {"data_time": 0.015694614499807358, "eta_seconds": 132756.0048239855, "iteration": 100099, "loss_fcos_cls": 0.2683493627118878, "loss_fcos_ctr": 0.6215781285427511, "loss_fcos_loc": 0.21246784878894687, "loss_mask": 0.26448683999478817, "loss_maskiou": 0.006080016850319225, "loss_sem_seg": 0.2982685752213001, "lr": 0.01, "mask_rcnn/accuracy": 0.8694123998075365, "mask_rcnn/false_negative": 0.11894589642157838, "mask_rcnn/false_positive": 0.13238507827204263, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7978727305307984, "total_loss": 1.6891380253509851} {"data_time": 0.016850913874804974, "eta_seconds": 132733.16328555532, "iteration": 100119, "loss_fcos_cls": 0.2764715072698891, "loss_fcos_ctr": 0.6236123982816935, "loss_fcos_loc": 0.21509569586487487, "loss_mask": 0.287350928876549, "loss_maskiou": 0.006910401221830398, "loss_sem_seg": 0.29281253833323717, "lr": 0.01, "mask_rcnn/accuracy": 0.8789430019889312, "mask_rcnn/false_negative": 0.11325711765053958, "mask_rcnn/false_positive": 0.13372817036433915, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.5, "time": 0.7850693762302399, "total_loss": 1.7137973210265045} {"data_time": 0.017516120336949825, "eta_seconds": 132717.536680663, "iteration": 100139, "loss_fcos_cls": 0.27239855332300067, "loss_fcos_ctr": 0.6234873253852129, "loss_fcos_loc": 0.19844008004292846, "loss_mask": 0.28035120479762554, "loss_maskiou": 0.006285626113822218, "loss_sem_seg": 0.277327308896929, "lr": 0.01, "mask_rcnn/accuracy": 0.8795966090517839, "mask_rcnn/false_negative": 0.12088126013920142, "mask_rcnn/false_positive": 0.11197130548143691, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.0, "time": 0.7747759791091084, "total_loss": 1.6684906311857048} {"data_time": 0.016509145498275757, "eta_seconds": 132694.33926163148, "iteration": 100159, "loss_fcos_cls": 0.2696360177360475, "loss_fcos_ctr": 0.62176763266325, "loss_fcos_loc": 0.19060400768648833, "loss_mask": 0.26840290566906333, "loss_maskiou": 0.006048670315067284, "loss_sem_seg": 0.29111260594800115, "lr": 0.01, "mask_rcnn/accuracy": 0.8675264144325829, "mask_rcnn/false_negative": 0.1142121977265444, "mask_rcnn/false_positive": 0.14905474481288392, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.5, "time": 0.7750357398763299, "total_loss": 1.6606533546801074} {"data_time": 0.01564174983650446, "eta_seconds": 132678.71354825702, "iteration": 100179, "loss_fcos_cls": 0.27951071690768003, "loss_fcos_ctr": 0.6222438840195537, "loss_fcos_loc": 0.21704158163629472, "loss_mask": 0.28131838515400887, "loss_maskiou": 0.006443945560022257, "loss_sem_seg": 0.30845968006178737, "lr": 0.01, "mask_rcnn/accuracy": 0.8821884110787173, "mask_rcnn/false_negative": 0.07840869259838412, "mask_rcnn/false_positive": 0.15125768338514278, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 25.75, "time": 0.7872602818533778, "total_loss": 1.7003328601276735} {"data_time": 0.014627181924879551, "eta_seconds": 132507.78804147243, "iteration": 100199, "loss_fcos_cls": 0.26263121888041496, "loss_fcos_ctr": 0.6224593697115779, "loss_fcos_loc": 0.20795277028810233, "loss_mask": 0.2734109740704298, "loss_maskiou": 0.005919356728554703, "loss_sem_seg": 0.3160410684067756, "lr": 0.01, "mask_rcnn/accuracy": 0.8887200532386867, "mask_rcnn/false_negative": 0.08555054711646072, "mask_rcnn/false_positive": 0.1389831598998774, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.7647165199741721, "total_loss": 1.6815629720731522} {"data_time": 0.017929498106241226, "eta_seconds": 132582.86310175154, "iteration": 100219, "loss_fcos_cls": 0.2932505705393851, "loss_fcos_ctr": 0.6222106711938977, "loss_fcos_loc": 0.20800518052419648, "loss_mask": 0.27748059993609786, "loss_maskiou": 0.00654802676581312, "loss_sem_seg": 0.31559813825879246, "lr": 0.01, "mask_rcnn/accuracy": 0.870293978987069, "mask_rcnn/false_negative": 0.12980845711139447, "mask_rcnn/false_positive": 0.13628503356376725, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.5, "time": 0.788669066503644, "total_loss": 1.7278340676275548} {"data_time": 0.018197928555309772, "eta_seconds": 132506.31903059687, "iteration": 100239, "loss_fcos_cls": 0.28009021771140397, "loss_fcos_ctr": 0.624478118494153, "loss_fcos_loc": 0.2190680515486747, "loss_mask": 0.2949556387029588, "loss_maskiou": 0.007232952710182872, "loss_sem_seg": 0.3068291926756501, "lr": 0.01, "mask_rcnn/accuracy": 0.872277822231377, "mask_rcnn/false_negative": 0.09295590713922938, "mask_rcnn/false_positive": 0.14607427088929514, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.5, "time": 0.7926836032420397, "total_loss": 1.7394683053935296} {"data_time": 0.015273409895598888, "eta_seconds": 132599.96206934936, "iteration": 100259, "loss_fcos_cls": 0.27945023961365223, "loss_fcos_ctr": 0.6215995410457253, "loss_fcos_loc": 0.20371762895956635, "loss_mask": 0.2807736871764064, "loss_maskiou": 0.005911323009058833, "loss_sem_seg": 0.29155276296660304, "lr": 0.01, "mask_rcnn/accuracy": 0.8919067273135669, "mask_rcnn/false_negative": 0.08359313826217307, "mask_rcnn/false_positive": 0.12099875948427924, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.799369478598237, "total_loss": 1.7015270854026312} {"data_time": 0.017045666463673115, "eta_seconds": 132584.3382704947, "iteration": 100279, "loss_fcos_cls": 0.28669936233200133, "loss_fcos_ctr": 0.6241557542234659, "loss_fcos_loc": 0.2065573934232816, "loss_mask": 0.28371621295809746, "loss_maskiou": 0.006249748192203697, "loss_sem_seg": 0.31525768246501684, "lr": 0.01, "mask_rcnn/accuracy": 0.861139539808018, "mask_rcnn/false_negative": 0.0954486794683219, "mask_rcnn/false_positive": 0.15266359451607217, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.773332997225225, "total_loss": 1.7231408727820963} {"data_time": 0.017723307944834232, "eta_seconds": 132646.55547089316, "iteration": 100299, "loss_fcos_cls": 0.2803364652208984, "loss_fcos_ctr": 0.6217494523152709, "loss_fcos_loc": 0.21032229624688625, "loss_mask": 0.2785633858293295, "loss_maskiou": 0.006709196793963201, "loss_sem_seg": 0.3290918366983533, "lr": 0.01, "mask_rcnn/accuracy": 0.88084385852243, "mask_rcnn/false_negative": 0.10734513405144913, "mask_rcnn/false_positive": 0.12330405542633313, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7982061682268977, "total_loss": 1.7254345206165453} {"data_time": 0.016679495573043823, "eta_seconds": 132569.33355463576, "iteration": 100319, "loss_fcos_cls": 0.2835806095972657, "loss_fcos_ctr": 0.6222384758293629, "loss_fcos_loc": 0.2107202287297696, "loss_mask": 0.2946826368570328, "loss_maskiou": 0.0074682254635263234, "loss_sem_seg": 0.3367276880890131, "lr": 0.01, "mask_rcnn/accuracy": 0.8733161041502528, "mask_rcnn/false_negative": 0.09508748702978244, "mask_rcnn/false_positive": 0.1484186275710762, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.0, "time": 0.7755656093358994, "total_loss": 1.7420888212363934} {"data_time": 0.01609127502888441, "eta_seconds": 132553.7078412613, "iteration": 100339, "loss_fcos_cls": 0.2832298062858172, "loss_fcos_ctr": 0.6231479896232486, "loss_fcos_loc": 0.20928279566578567, "loss_mask": 0.2903975984081626, "loss_maskiou": 0.006883012363687158, "loss_sem_seg": 0.3286218671128154, "lr": 0.01, "mask_rcnn/accuracy": 0.8741747321852329, "mask_rcnn/false_negative": 0.09115013137036654, "mask_rcnn/false_positive": 0.17568927136037893, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.779451435431838, "total_loss": 1.7772194142125954} {"data_time": 0.015567369759082794, "eta_seconds": 132412.07839019503, "iteration": 100359, "loss_fcos_cls": 0.26875583245418966, "loss_fcos_ctr": 0.6209086794406176, "loss_fcos_loc": 0.19633916579186916, "loss_mask": 0.2735355468466878, "loss_maskiou": 0.006273516963119619, "loss_sem_seg": 0.3323525660671294, "lr": 0.01, "mask_rcnn/accuracy": 0.879321671016415, "mask_rcnn/false_negative": 0.10334282744333936, "mask_rcnn/false_positive": 0.13623245133827627, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.7980817072093487, "total_loss": 1.7156296073953854} {"data_time": 0.01501730177551508, "eta_seconds": 132396.4675321607, "iteration": 100379, "loss_fcos_cls": 0.2711481840815395, "loss_fcos_ctr": 0.6231365902349353, "loss_fcos_loc": 0.2056428351206705, "loss_mask": 0.26905204029753804, "loss_maskiou": 0.0060120750713394955, "loss_sem_seg": 0.2979534496553242, "lr": 0.01, "mask_rcnn/accuracy": 0.8774238911436091, "mask_rcnn/false_negative": 0.0973005942059787, "mask_rcnn/false_positive": 0.15114307453138154, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.5, "time": 0.7807122115045786, "total_loss": 1.7041763207671465} {"data_time": 0.016852189786732197, "eta_seconds": 132380.85667412635, "iteration": 100399, "loss_fcos_cls": 0.27420356939546764, "loss_fcos_ctr": 0.6225269604474306, "loss_fcos_loc": 0.20530999265611172, "loss_mask": 0.29458821658045053, "loss_maskiou": 0.0073108153737848625, "loss_sem_seg": 0.29994720965623856, "lr": 0.01, "mask_rcnn/accuracy": 0.8642496771435847, "mask_rcnn/false_negative": 0.0846145695654713, "mask_rcnn/false_positive": 0.1775349205625196, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7874551555141807, "total_loss": 1.7325398399698315} {"data_time": 0.01729146484285593, "eta_seconds": 132325.67340345774, "iteration": 100419, "loss_fcos_cls": 0.277524852193892, "loss_fcos_ctr": 0.6212232150137424, "loss_fcos_loc": 0.20542602823115885, "loss_mask": 0.2876093303784728, "loss_maskiou": 0.005974537281872472, "loss_sem_seg": 0.29473083978518844, "lr": 0.01, "mask_rcnn/accuracy": 0.8538521573012766, "mask_rcnn/false_negative": 0.1075889429263028, "mask_rcnn/false_positive": 0.16060637143829773, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7616774924099445, "total_loss": 1.6948855702139554} {"data_time": 0.017350404523313046, "eta_seconds": 132310.06721250433, "iteration": 100439, "loss_fcos_cls": 0.27830019942484796, "loss_fcos_ctr": 0.6235041609033942, "loss_fcos_loc": 0.21565390448085964, "loss_mask": 0.28235490433871746, "loss_maskiou": 0.006797832116717473, "loss_sem_seg": 0.3151992931962013, "lr": 0.01, "mask_rcnn/accuracy": 0.863998724489796, "mask_rcnn/false_negative": 0.10209683081368817, "mask_rcnn/false_positive": 0.19849317584924864, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.783973234705627, "total_loss": 1.7247572522210248} {"data_time": 0.015601294115185738, "eta_seconds": 132272.1224924568, "iteration": 100459, "loss_fcos_cls": 0.2512528197839856, "loss_fcos_ctr": 0.6240870044566691, "loss_fcos_loc": 0.20501825073733926, "loss_mask": 0.28068175446242094, "loss_maskiou": 0.006288117176154628, "loss_sem_seg": 0.2660128395073116, "lr": 0.01, "mask_rcnn/accuracy": 0.8818471706864563, "mask_rcnn/false_negative": 0.08278425582452244, "mask_rcnn/false_positive": 0.14840458359924721, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7606595894321799, "total_loss": 1.6821401283959858} {"data_time": 0.01629098504781723, "eta_seconds": 132289.28414189816, "iteration": 100479, "loss_fcos_cls": 0.2841004813089967, "loss_fcos_ctr": 0.6203463617712259, "loss_fcos_loc": 0.2020020829513669, "loss_mask": 0.267749996855855, "loss_maskiou": 0.006470832035120111, "loss_sem_seg": 0.30794003629125655, "lr": 0.01, "mask_rcnn/accuracy": 0.8658242603261401, "mask_rcnn/false_negative": 0.0912181900396907, "mask_rcnn/false_positive": 0.14456325142966014, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7960175015032291, "total_loss": 1.6706329443914} {"data_time": 0.015802841633558273, "eta_seconds": 132294.08298090473, "iteration": 100499, "loss_fcos_cls": 0.27189683448523283, "loss_fcos_ctr": 0.6224798965267837, "loss_fcos_loc": 0.2061596338171512, "loss_mask": 0.2930435659363866, "loss_maskiou": 0.007450108787452336, "loss_sem_seg": 0.3030276050558314, "lr": 0.01, "mask_rcnn/accuracy": 0.8639962241152717, "mask_rcnn/false_negative": 0.0944136567465289, "mask_rcnn/false_positive": 0.14360870396754916, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.0, "time": 0.7796910731121898, "total_loss": 1.6921664915498695} {"data_time": 0.017274961806833744, "eta_seconds": 132413.0764208911, "iteration": 100519, "loss_fcos_cls": 0.2625016156816855, "loss_fcos_ctr": 0.6227378724142909, "loss_fcos_loc": 0.20790156570728868, "loss_mask": 0.27521469723433256, "loss_maskiou": 0.006438353157136589, "loss_sem_seg": 0.33033320074900985, "lr": 0.01, "mask_rcnn/accuracy": 0.8609970303911038, "mask_rcnn/false_negative": 0.11011169681213615, "mask_rcnn/false_positive": 0.18279391081250038, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 28.0, "time": 0.7868327293545008, "total_loss": 1.722123859479325} {"data_time": 0.01805379707366228, "eta_seconds": 132414.05162014626, "iteration": 100539, "loss_fcos_cls": 0.2734510213485919, "loss_fcos_ctr": 0.6229860745370388, "loss_fcos_loc": 0.20743374107405543, "loss_mask": 0.2895019892603159, "loss_maskiou": 0.006608765681448858, "loss_sem_seg": 0.31302468571811914, "lr": 0.01, "mask_rcnn/accuracy": 0.8835441789056333, "mask_rcnn/false_negative": 0.11386145633152536, "mask_rcnn/false_positive": 0.13203364509568383, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.25, "time": 0.796439585275948, "total_loss": 1.7103406429596362} {"data_time": 0.016167612746357918, "eta_seconds": 132398.42394751124, "iteration": 100559, "loss_fcos_cls": 0.28556676977314055, "loss_fcos_ctr": 0.6221613520756364, "loss_fcos_loc": 0.21802176558412611, "loss_mask": 0.27502901293337345, "loss_maskiou": 0.006264946001465432, "loss_sem_seg": 0.31064427876845, "lr": 0.01, "mask_rcnn/accuracy": 0.8657750071859729, "mask_rcnn/false_negative": 0.09489363903731521, "mask_rcnn/false_positive": 0.15543458286585266, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.776543159969151, "total_loss": 1.7015049407200422} {"data_time": 0.01695161871612072, "eta_seconds": 132382.79627487622, "iteration": 100579, "loss_fcos_cls": 0.2818099996075034, "loss_fcos_ctr": 0.6256669349968433, "loss_fcos_loc": 0.2158701471053064, "loss_mask": 0.2801893800497055, "loss_maskiou": 0.006224292272236198, "loss_sem_seg": 0.3185133426450193, "lr": 0.01, "mask_rcnn/accuracy": 0.8655347007223941, "mask_rcnn/false_negative": 0.0962412746812012, "mask_rcnn/false_positive": 0.14548942183657865, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7845397964119911, "total_loss": 1.7305123779224232} {"data_time": 0.015170544385910034, "eta_seconds": 132405.5501520317, "iteration": 100599, "loss_fcos_cls": 0.278479338332545, "loss_fcos_ctr": 0.6240572463721037, "loss_fcos_loc": 0.21020089089870453, "loss_mask": 0.26747841015458107, "loss_maskiou": 0.006595114777155686, "loss_sem_seg": 0.3105946055147797, "lr": 0.01, "mask_rcnn/accuracy": 0.878399842079689, "mask_rcnn/false_negative": 0.08909128332736702, "mask_rcnn/false_positive": 0.15566105573962624, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7939895931631327, "total_loss": 1.7036168617050862} {"data_time": 0.015580578707158566, "eta_seconds": 132443.47824489325, "iteration": 100619, "loss_fcos_cls": 0.2739229106809944, "loss_fcos_ctr": 0.6213613585568964, "loss_fcos_loc": 0.2100108724553138, "loss_mask": 0.28021612018346786, "loss_maskiou": 0.0073342143223271705, "loss_sem_seg": 0.2695320239290595, "lr": 0.01, "mask_rcnn/accuracy": 0.8756068336425479, "mask_rcnn/false_negative": 0.12353404136232492, "mask_rcnn/false_positive": 0.14788396173266313, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 36.75, "time": 0.7855256367474794, "total_loss": 1.6688876222178806} {"data_time": 0.01597379893064499, "eta_seconds": 132455.10534960683, "iteration": 100639, "loss_fcos_cls": 0.2859799382276833, "loss_fcos_ctr": 0.6210162360221148, "loss_fcos_loc": 0.20930881588719785, "loss_mask": 0.2907390659675002, "loss_maskiou": 0.007692873718042392, "loss_sem_seg": 0.28420344553887844, "lr": 0.01, "mask_rcnn/accuracy": 0.8514066340822043, "mask_rcnn/false_negative": 0.09511672662799808, "mask_rcnn/false_positive": 0.18595309342499294, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7880453560501337, "total_loss": 1.697980363140232} {"data_time": 0.018198084086179733, "eta_seconds": 132419.6869454356, "iteration": 100659, "loss_fcos_cls": 0.2902354982215911, "loss_fcos_ctr": 0.6229475922882557, "loss_fcos_loc": 0.2083747130818665, "loss_mask": 0.2943618120625615, "loss_maskiou": 0.007284514867933467, "loss_sem_seg": 0.3390896348282695, "lr": 0.01, "mask_rcnn/accuracy": 0.8619431379109022, "mask_rcnn/false_negative": 0.09776069495038385, "mask_rcnn/false_positive": 0.178156187056302, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.5, "time": 0.7739997319877148, "total_loss": 1.7816913211208885} {"data_time": 0.017613033764064312, "eta_seconds": 132319.99555437732, "iteration": 100679, "loss_fcos_cls": 0.2739454237744212, "loss_fcos_ctr": 0.6209620675072074, "loss_fcos_loc": 0.2109033651649952, "loss_mask": 0.28981095273047686, "loss_maskiou": 0.007595061673782766, "loss_sem_seg": 0.2904430879279971, "lr": 0.01, "mask_rcnn/accuracy": 0.8588268753447325, "mask_rcnn/false_negative": 0.09234402686007367, "mask_rcnn/false_positive": 0.15708573489849736, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7752157161012292, "total_loss": 1.7272597752707952} {"data_time": 0.015263771638274193, "eta_seconds": 132304.36607007775, "iteration": 100699, "loss_fcos_cls": 0.26738644717261195, "loss_fcos_ctr": 0.6236791415140033, "loss_fcos_loc": 0.2107039822731167, "loss_mask": 0.28113560611382127, "loss_maskiou": 0.0063509805768262595, "loss_sem_seg": 0.31058581452816725, "lr": 0.01, "mask_rcnn/accuracy": 0.8769798092474743, "mask_rcnn/false_negative": 0.10628061806643979, "mask_rcnn/false_positive": 0.1269165428190057, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7864546328783035, "total_loss": 1.6862716330215335} {"data_time": 0.01622799038887024, "eta_seconds": 132288.73658577818, "iteration": 100719, "loss_fcos_cls": 0.28212597873061895, "loss_fcos_ctr": 0.6217378014698625, "loss_fcos_loc": 0.21715752338059247, "loss_mask": 0.2932283985428512, "loss_maskiou": 0.0065123701497213915, "loss_sem_seg": 0.3065168932080269, "lr": 0.01, "mask_rcnn/accuracy": 0.8787052515823293, "mask_rcnn/false_negative": 0.09493049395492222, "mask_rcnn/false_positive": 0.16502209775288706, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 45.25, "time": 0.7940397337079048, "total_loss": 1.7333335830335272} {"data_time": 0.015867797657847404, "eta_seconds": 132313.1732783625, "iteration": 100739, "loss_fcos_cls": 0.2695604171603918, "loss_fcos_ctr": 0.6160370204597712, "loss_fcos_loc": 0.19262985687237233, "loss_mask": 0.2902381084859371, "loss_maskiou": 0.006595640545128845, "loss_sem_seg": 0.3225045148283243, "lr": 0.01, "mask_rcnn/accuracy": 0.876982090490155, "mask_rcnn/false_negative": 0.09885640708040552, "mask_rcnn/false_positive": 0.1335920196023068, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7864451054483652, "total_loss": 1.692917335734819} {"data_time": 0.015990535728633404, "eta_seconds": 132309.29909371585, "iteration": 100759, "loss_fcos_cls": 0.2742830052739009, "loss_fcos_ctr": 0.6239920323714614, "loss_fcos_loc": 0.21078607672825456, "loss_mask": 0.2874844931066036, "loss_maskiou": 0.0065114621465909295, "loss_sem_seg": 0.30055857507977635, "lr": 0.01, "mask_rcnn/accuracy": 0.8803509507624248, "mask_rcnn/false_negative": 0.09128684961291414, "mask_rcnn/false_positive": 0.13076587190697536, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7843561740592122, "total_loss": 1.7166679704023409} {"data_time": 0.016146586276590824, "eta_seconds": 132281.9048412675, "iteration": 100779, "loss_fcos_cls": 0.27620221115648746, "loss_fcos_ctr": 0.6223260229453444, "loss_fcos_loc": 0.20332008274272084, "loss_mask": 0.27014116663485765, "loss_maskiou": 0.006710278292302974, "loss_sem_seg": 0.3210634612478316, "lr": 0.01, "mask_rcnn/accuracy": 0.8838931405895691, "mask_rcnn/false_negative": 0.09577216994386287, "mask_rcnn/false_positive": 0.1425989736918984, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7755178539082408, "total_loss": 1.7002108512679115} {"data_time": 0.017766812816262245, "eta_seconds": 132266.27062272, "iteration": 100799, "loss_fcos_cls": 0.2817934874910861, "loss_fcos_ctr": 0.6219810619950294, "loss_fcos_loc": 0.2020712406374514, "loss_mask": 0.269126039929688, "loss_maskiou": 0.006527423407533206, "loss_sem_seg": 0.3425375344231725, "lr": 0.01, "mask_rcnn/accuracy": 0.875880054916055, "mask_rcnn/false_negative": 0.0868547016597137, "mask_rcnn/false_positive": 0.13249991490053453, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7892096797004342, "total_loss": 1.73417238516231} {"data_time": 0.018742424435913563, "eta_seconds": 132297.84405299462, "iteration": 100819, "loss_fcos_cls": 0.28664995403960347, "loss_fcos_ctr": 0.6215567225590348, "loss_fcos_loc": 0.2069325027114246, "loss_mask": 0.2850637109950185, "loss_maskiou": 0.005930545623414218, "loss_sem_seg": 0.32551469188183546, "lr": 0.01, "mask_rcnn/accuracy": 0.8844418643525787, "mask_rcnn/false_negative": 0.08028909561444192, "mask_rcnn/false_positive": 0.1833638455136264, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7896601865068078, "total_loss": 1.7248025462031364} {"data_time": 0.018857179209589958, "eta_seconds": 132333.391226043, "iteration": 100839, "loss_fcos_cls": 0.2733122610952705, "loss_fcos_ctr": 0.6265631392598152, "loss_fcos_loc": 0.21027298865374178, "loss_mask": 0.2933989353477955, "loss_maskiou": 0.006805383847677149, "loss_sem_seg": 0.30018388479948044, "lr": 0.01, "mask_rcnn/accuracy": 0.8685415031397175, "mask_rcnn/false_negative": 0.10628549500515638, "mask_rcnn/false_positive": 0.1509516605836459, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7765625594183803, "total_loss": 1.747021913601202} {"data_time": 0.015994172543287277, "eta_seconds": 132259.10848911665, "iteration": 100859, "loss_fcos_cls": 0.27480276580899954, "loss_fcos_ctr": 0.6223830450326204, "loss_fcos_loc": 0.21078018564730883, "loss_mask": 0.29375495482236147, "loss_maskiou": 0.006716939307807479, "loss_sem_seg": 0.28973348054569215, "lr": 0.01, "mask_rcnn/accuracy": 0.8981634320394825, "mask_rcnn/false_negative": 0.08758832224546786, "mask_rcnn/false_positive": 0.10530904979888601, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.75, "time": 0.7724237442016602, "total_loss": 1.7108834625105374} {"data_time": 0.016578015871345997, "eta_seconds": 132250.9246551711, "iteration": 100879, "loss_fcos_cls": 0.27498051011934876, "loss_fcos_ctr": 0.6240393351763487, "loss_fcos_loc": 0.213389846496284, "loss_mask": 0.27417812356725335, "loss_maskiou": 0.0065753801027312875, "loss_sem_seg": 0.3325498893391341, "lr": 0.01, "mask_rcnn/accuracy": 0.8829833272594751, "mask_rcnn/false_negative": 0.09082157453392325, "mask_rcnn/false_positive": 0.1277664757223768, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7793491305783391, "total_loss": 1.7317093646561261} {"data_time": 0.015981785021722317, "eta_seconds": 132337.1273484081, "iteration": 100899, "loss_fcos_cls": 0.26664562011137605, "loss_fcos_ctr": 0.6217929841950536, "loss_fcos_loc": 0.21245849528349936, "loss_mask": 0.27645288733765483, "loss_maskiou": 0.005953518746537156, "loss_sem_seg": 0.2771754232235253, "lr": 0.01, "mask_rcnn/accuracy": 0.8789715924363667, "mask_rcnn/false_negative": 0.09787018771963232, "mask_rcnn/false_positive": 0.13288911097637146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7876734593883157, "total_loss": 1.700362957919424} {"data_time": 0.01677648350596428, "eta_seconds": 132270.80782148708, "iteration": 100919, "loss_fcos_cls": 0.2723058327101171, "loss_fcos_ctr": 0.6220395090058446, "loss_fcos_loc": 0.21090362034738064, "loss_mask": 0.29382345732301474, "loss_maskiou": 0.00689525154302828, "loss_sem_seg": 0.3041222020983696, "lr": 0.01, "mask_rcnn/accuracy": 0.8737472667638484, "mask_rcnn/false_negative": 0.10198386880031833, "mask_rcnn/false_positive": 0.17829840181815887, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7733951127156615, "total_loss": 1.6816095751855755} {"data_time": 0.01552010327577591, "eta_seconds": 132204.0052573476, "iteration": 100939, "loss_fcos_cls": 0.2745188078843057, "loss_fcos_ctr": 0.6213204925879836, "loss_fcos_loc": 0.21051062270998955, "loss_mask": 0.2746468707919121, "loss_maskiou": 0.006787421312765218, "loss_sem_seg": 0.3129291580989957, "lr": 0.01, "mask_rcnn/accuracy": 0.8915814121672869, "mask_rcnn/false_negative": 0.08611351661611819, "mask_rcnn/false_positive": 0.1463247256314224, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.5, "time": 0.7488056812435389, "total_loss": 1.7045913070614915} {"data_time": 0.01816301140934229, "eta_seconds": 132290.17181508243, "iteration": 100959, "loss_fcos_cls": 0.2747150706127286, "loss_fcos_ctr": 0.622717953287065, "loss_fcos_loc": 0.21052579348906875, "loss_mask": 0.2853853050619364, "loss_maskiou": 0.006863522023195401, "loss_sem_seg": 0.31488828849978745, "lr": 0.01, "mask_rcnn/accuracy": 0.8775618310980153, "mask_rcnn/false_negative": 0.06324256495301271, "mask_rcnn/false_positive": 0.15285716452945913, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.0, "time": 0.7923232922330499, "total_loss": 1.702523215295514} {"data_time": 0.016055645421147346, "eta_seconds": 132254.2635841826, "iteration": 100979, "loss_fcos_cls": 0.2703322086017579, "loss_fcos_ctr": 0.6219911430962384, "loss_fcos_loc": 0.20544560835696757, "loss_mask": 0.29505656380206347, "loss_maskiou": 0.007594537019031122, "loss_sem_seg": 0.3083178922533989, "lr": 0.01, "mask_rcnn/accuracy": 0.890765306122449, "mask_rcnn/false_negative": 0.10707518117734637, "mask_rcnn/false_positive": 0.11758140036146993, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7728186761960387, "total_loss": 1.7047015020507388} {"data_time": 0.016525895334780216, "eta_seconds": 132281.72148503177, "iteration": 100999, "loss_fcos_cls": 0.2725349818356335, "loss_fcos_ctr": 0.6250315625220537, "loss_fcos_loc": 0.21555623563472182, "loss_mask": 0.29506108444184065, "loss_maskiou": 0.007215636840555817, "loss_sem_seg": 0.3139069539029151, "lr": 0.01, "mask_rcnn/accuracy": 0.8842812693259121, "mask_rcnn/false_negative": 0.1063050027135159, "mask_rcnn/false_positive": 0.14694710052452103, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7769177882000804, "total_loss": 1.733781295028166} {"data_time": 0.015847565606236458, "eta_seconds": 132236.8321742434, "iteration": 101019, "loss_fcos_cls": 0.25758516346104443, "loss_fcos_ctr": 0.621907857246697, "loss_fcos_loc": 0.1992177350912243, "loss_mask": 0.28443343192338943, "loss_maskiou": 0.006291608224273659, "loss_sem_seg": 0.2973634637892246, "lr": 0.01, "mask_rcnn/accuracy": 0.8793777923068541, "mask_rcnn/false_negative": 0.10637757804507744, "mask_rcnn/false_positive": 0.14442045404862508, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7783225607126951, "total_loss": 1.6806752467673505} {"data_time": 0.01644385512918234, "eta_seconds": 132313.96675456688, "iteration": 101039, "loss_fcos_cls": 0.2738439333625138, "loss_fcos_ctr": 0.621382818557322, "loss_fcos_loc": 0.20138389279600233, "loss_mask": 0.2758777728304267, "loss_maskiou": 0.006668053327302914, "loss_sem_seg": 0.31000573839992285, "lr": 0.01, "mask_rcnn/accuracy": 0.8676632898490466, "mask_rcnn/false_negative": 0.10226474959435078, "mask_rcnn/false_positive": 0.134071370430922, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7945998692885041, "total_loss": 1.6884703043906484} {"data_time": 0.014775796793401241, "eta_seconds": 132233.36350375414, "iteration": 101059, "loss_fcos_cls": 0.2777506972197443, "loss_fcos_ctr": 0.6202317299321294, "loss_fcos_loc": 0.20716062490828335, "loss_mask": 0.28964192466810346, "loss_maskiou": 0.00729637237964198, "loss_sem_seg": 0.3066063286969438, "lr": 0.01, "mask_rcnn/accuracy": 0.8615097039736281, "mask_rcnn/false_negative": 0.10622321309252652, "mask_rcnn/false_positive": 0.18308520113751245, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7731859236955643, "total_loss": 1.7162897666639765} {"data_time": 0.016407102346420288, "eta_seconds": 132282.6426107101, "iteration": 101079, "loss_fcos_cls": 0.26527588730095886, "loss_fcos_ctr": 0.6252455417998135, "loss_fcos_loc": 0.21614921870059334, "loss_mask": 0.2808727137744427, "loss_maskiou": 0.006314311336609535, "loss_sem_seg": 0.3213356202468276, "lr": 0.01, "mask_rcnn/accuracy": 0.8735635504201681, "mask_rcnn/false_negative": 0.09745028863700428, "mask_rcnn/false_positive": 0.1450559892506401, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7817521058022976, "total_loss": 1.7138294637261424} {"data_time": 0.013780053704977036, "eta_seconds": 132280.13832180854, "iteration": 101099, "loss_fcos_cls": 0.2627292601391673, "loss_fcos_ctr": 0.6205417085438967, "loss_fcos_loc": 0.201296909712255, "loss_mask": 0.27790599036961794, "loss_maskiou": 0.006710127476253547, "loss_sem_seg": 0.31189386965706944, "lr": 0.01, "mask_rcnn/accuracy": 0.87591532351577, "mask_rcnn/false_negative": 0.08555479960218752, "mask_rcnn/false_positive": 0.15119559782586942, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.0, "time": 0.7916343193501234, "total_loss": 1.6769144244753988} {"data_time": 0.016349133104085922, "eta_seconds": 132218.74191928934, "iteration": 101119, "loss_fcos_cls": 0.27701625030022115, "loss_fcos_ctr": 0.6225496921688318, "loss_fcos_loc": 0.21542571717873216, "loss_mask": 0.28298121597617865, "loss_maskiou": 0.007221814405056648, "loss_sem_seg": 0.3013033289462328, "lr": 0.01, "mask_rcnn/accuracy": 0.8648596110522131, "mask_rcnn/false_negative": 0.09742201858735475, "mask_rcnn/false_positive": 0.15030473084200865, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7775024529546499, "total_loss": 1.7155404214572627} {"data_time": 0.01659549865871668, "eta_seconds": 132149.3052151054, "iteration": 101139, "loss_fcos_cls": 0.27463925373740494, "loss_fcos_ctr": 0.6217908281832933, "loss_fcos_loc": 0.20929346373304725, "loss_mask": 0.2956675849854946, "loss_maskiou": 0.007323785204789601, "loss_sem_seg": 0.30948335910215974, "lr": 0.01, "mask_rcnn/accuracy": 0.8631591603423078, "mask_rcnn/false_negative": 0.1076252781541431, "mask_rcnn/false_positive": 0.16606931168491149, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.7770262099802494, "total_loss": 1.726127393063507} {"data_time": 0.016270373947918415, "eta_seconds": 132113.4185563745, "iteration": 101159, "loss_fcos_cls": 0.2692440184764564, "loss_fcos_ctr": 0.6210334841161966, "loss_fcos_loc": 0.20290328026749194, "loss_mask": 0.2706880383193493, "loss_maskiou": 0.005928829239564948, "loss_sem_seg": 0.3083428400568664, "lr": 0.01, "mask_rcnn/accuracy": 0.8781904220380063, "mask_rcnn/false_negative": 0.1024078387134815, "mask_rcnn/false_positive": 0.1385833692456374, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7714195819571614, "total_loss": 1.7162747360562207} {"data_time": 0.016143457032740116, "eta_seconds": 132032.7781497864, "iteration": 101179, "loss_fcos_cls": 0.28039325471036136, "loss_fcos_ctr": 0.6212530424818397, "loss_fcos_loc": 0.20704220863990486, "loss_mask": 0.2778868218883872, "loss_maskiou": 0.005779081955552101, "loss_sem_seg": 0.287691394565627, "lr": 0.01, "mask_rcnn/accuracy": 0.8881445147183298, "mask_rcnn/false_negative": 0.09325896965724134, "mask_rcnn/false_positive": 0.1415682133093264, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.75, "time": 0.7809267919510603, "total_loss": 1.6951177722366992} {"data_time": 0.015974469482898712, "eta_seconds": 132082.11966130603, "iteration": 101199, "loss_fcos_cls": 0.26407121669035405, "loss_fcos_ctr": 0.622293284162879, "loss_fcos_loc": 0.20973880076780915, "loss_mask": 0.2904271902516484, "loss_maskiou": 0.007732400175882503, "loss_sem_seg": 0.3007537182420492, "lr": 0.01, "mask_rcnn/accuracy": 0.8838671579743008, "mask_rcnn/false_negative": 0.10891251803925064, "mask_rcnn/false_positive": 0.11279106448410457, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7734707333147526, "total_loss": 1.6975001362006878} {"data_time": 0.01602485403418541, "eta_seconds": 132021.28780513816, "iteration": 101219, "loss_fcos_cls": 0.28087714221328497, "loss_fcos_ctr": 0.6197462324053049, "loss_fcos_loc": 0.19708710140548646, "loss_mask": 0.26794201601296663, "loss_maskiou": 0.006264684187044622, "loss_sem_seg": 0.30654905643314123, "lr": 0.01, "mask_rcnn/accuracy": 0.877534165628941, "mask_rcnn/false_negative": 0.11184018376785473, "mask_rcnn/false_positive": 0.1293250020284844, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7757604513317347, "total_loss": 1.6904528346494772} {"data_time": 0.015271996147930622, "eta_seconds": 132024.47357472312, "iteration": 101239, "loss_fcos_cls": 0.28821946075186133, "loss_fcos_ctr": 0.6219208240509033, "loss_fcos_loc": 0.20429036830319092, "loss_mask": 0.2723314128816128, "loss_maskiou": 0.005973451610771008, "loss_sem_seg": 0.30695115216076374, "lr": 0.01, "mask_rcnn/accuracy": 0.8823524319852666, "mask_rcnn/false_negative": 0.08747188386778601, "mask_rcnn/false_positive": 0.14052912890066235, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7915707221254706, "total_loss": 1.7053610365401255} {"data_time": 0.017208117991685867, "eta_seconds": 131939.51601233147, "iteration": 101259, "loss_fcos_cls": 0.26825261767953634, "loss_fcos_ctr": 0.6241460628807545, "loss_fcos_loc": 0.21308462275192142, "loss_mask": 0.2799248546361923, "loss_maskiou": 0.006430345340049826, "loss_sem_seg": 0.3324233200401068, "lr": 0.01, "mask_rcnn/accuracy": 0.8609839234839235, "mask_rcnn/false_negative": 0.11602058040985927, "mask_rcnn/false_positive": 0.15481027656799573, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7687485096976161, "total_loss": 1.7308533772156807} {"data_time": 0.01688363403081894, "eta_seconds": 131891.04937758017, "iteration": 101279, "loss_fcos_cls": 0.2749072762671858, "loss_fcos_ctr": 0.6236950801685452, "loss_fcos_loc": 0.20827218121849, "loss_mask": 0.28367491997778416, "loss_maskiou": 0.00626197355450131, "loss_sem_seg": 0.2969300971599296, "lr": 0.01, "mask_rcnn/accuracy": 0.9038832439407097, "mask_rcnn/false_negative": 0.10464966853931015, "mask_rcnn/false_positive": 0.13021738330884164, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7731891702860594, "total_loss": 1.7084225915459683} {"data_time": 0.015318460762500763, "eta_seconds": 131739.69619395025, "iteration": 101299, "loss_fcos_cls": 0.28177872963715345, "loss_fcos_ctr": 0.6255946736782789, "loss_fcos_loc": 0.20866710599511862, "loss_mask": 0.2628217120654881, "loss_maskiou": 0.006215089444594923, "loss_sem_seg": 0.31628111423924565, "lr": 0.01, "mask_rcnn/accuracy": 0.8868568103933303, "mask_rcnn/false_negative": 0.10289980313415692, "mask_rcnn/false_positive": 0.14331056654980484, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 23.5, "time": 0.7756470050662756, "total_loss": 1.7044065088048228} {"data_time": 0.01593826338648796, "eta_seconds": 131758.25989052933, "iteration": 101319, "loss_fcos_cls": 0.2762947417795658, "loss_fcos_ctr": 0.6233928613364697, "loss_fcos_loc": 0.20880040421616286, "loss_mask": 0.2880191346630454, "loss_maskiou": 0.0068243931455072016, "loss_sem_seg": 0.32483901269733906, "lr": 0.01, "mask_rcnn/accuracy": 0.8833210008141188, "mask_rcnn/false_negative": 0.09660698601238762, "mask_rcnn/false_positive": 0.1486322078134853, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.5, "time": 0.7888808567076921, "total_loss": 1.743860604139627} {"data_time": 0.01568552292883396, "eta_seconds": 131784.39338558447, "iteration": 101339, "loss_fcos_cls": 0.2763562122127041, "loss_fcos_ctr": 0.6209586267359555, "loss_fcos_loc": 0.2052311219740659, "loss_mask": 0.2798720598220825, "loss_maskiou": 0.006975074022193439, "loss_sem_seg": 0.3184634931385517, "lr": 0.01, "mask_rcnn/accuracy": 0.878937580276866, "mask_rcnn/false_negative": 0.09618448009764807, "mask_rcnn/false_positive": 0.14618949480718135, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7826102068647742, "total_loss": 1.7191212024481501} {"data_time": 0.017087381333112717, "eta_seconds": 131700.82968029846, "iteration": 101359, "loss_fcos_cls": 0.27226494572823867, "loss_fcos_ctr": 0.6196631863713264, "loss_fcos_loc": 0.20405435157590546, "loss_mask": 0.277158809825778, "loss_maskiou": 0.007057234543026425, "loss_sem_seg": 0.29955489560961723, "lr": 0.01, "mask_rcnn/accuracy": 0.8784978015596483, "mask_rcnn/false_negative": 0.07224519347998982, "mask_rcnn/false_positive": 0.12632778406470613, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7771380757912993, "total_loss": 1.6898555756051792} {"data_time": 0.016294769011437893, "eta_seconds": 131685.21060431097, "iteration": 101379, "loss_fcos_cls": 0.2746328499633819, "loss_fcos_ctr": 0.6197997415438294, "loss_fcos_loc": 0.2112856414169073, "loss_mask": 0.2897606398910284, "loss_maskiou": 0.006806122888519894, "loss_sem_seg": 0.2755447565577924, "lr": 0.01, "mask_rcnn/accuracy": 0.8730547427042228, "mask_rcnn/false_negative": 0.08488133507481022, "mask_rcnn/false_positive": 0.15010829655198465, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7857309188693762, "total_loss": 1.6963743708329275} {"data_time": 0.01624064240604639, "eta_seconds": 131559.78500233032, "iteration": 101399, "loss_fcos_cls": 0.2777277280110866, "loss_fcos_ctr": 0.6232486572116613, "loss_fcos_loc": 0.20345174195244908, "loss_mask": 0.2867766199633479, "loss_maskiou": 0.006373041891492903, "loss_sem_seg": 0.3032483044080436, "lr": 0.01, "mask_rcnn/accuracy": 0.872905743161762, "mask_rcnn/false_negative": 0.10646850832137805, "mask_rcnn/false_positive": 0.12898560954700608, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7726102257147431, "total_loss": 1.7008759775490034} {"data_time": 0.01685587503015995, "eta_seconds": 131645.9874219615, "iteration": 101419, "loss_fcos_cls": 0.26393424603156745, "loss_fcos_ctr": 0.6212929161265492, "loss_fcos_loc": 0.20090542710386217, "loss_mask": 0.2770258570089936, "loss_maskiou": 0.0059258659748593345, "loss_sem_seg": 0.306110171135515, "lr": 0.01, "mask_rcnn/accuracy": 0.8917471759581131, "mask_rcnn/false_negative": 0.08779505562646714, "mask_rcnn/false_positive": 0.13468153974863972, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.75, "time": 0.7824514508247375, "total_loss": 1.663739279989386} {"data_time": 0.015118067152798176, "eta_seconds": 131600.12431386486, "iteration": 101439, "loss_fcos_cls": 0.2661601542495191, "loss_fcos_ctr": 0.6257777102291584, "loss_fcos_loc": 0.21907199756242335, "loss_mask": 0.2773284390568733, "loss_maskiou": 0.006095062733947998, "loss_sem_seg": 0.29442747111897916, "lr": 0.01, "mask_rcnn/accuracy": 0.8704121967911456, "mask_rcnn/false_negative": 0.10090499166123688, "mask_rcnn/false_positive": 0.13775008118785323, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.5, "time": 0.7809960935264826, "total_loss": 1.7350387006881647} {"data_time": 0.017494154162704945, "eta_seconds": 131690.63058798295, "iteration": 101459, "loss_fcos_cls": 0.2753599430434406, "loss_fcos_ctr": 0.6239572996273637, "loss_fcos_loc": 0.20883123262319714, "loss_mask": 0.2804416543804109, "loss_maskiou": 0.006133283299277537, "loss_sem_seg": 0.3072529959026724, "lr": 0.01, "mask_rcnn/accuracy": 0.8746944090136055, "mask_rcnn/false_negative": 0.09155171372972493, "mask_rcnn/false_positive": 0.15925110640240736, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7925848038867116, "total_loss": 1.6842964835086605} {"data_time": 0.01525839138776064, "eta_seconds": 131657.81802737433, "iteration": 101479, "loss_fcos_cls": 0.2824804112315178, "loss_fcos_ctr": 0.6241348898038268, "loss_fcos_loc": 0.21517273143399507, "loss_mask": 0.2869541887193918, "loss_maskiou": 0.006313687757938169, "loss_sem_seg": 0.296078959479928, "lr": 0.01, "mask_rcnn/accuracy": 0.871212993995252, "mask_rcnn/false_negative": 0.10479953070129082, "mask_rcnn/false_positive": 0.17716536718244075, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 34.0, "time": 0.7837671553716063, "total_loss": 1.7155217257750337} {"data_time": 0.01664806716144085, "eta_seconds": 131659.37632211577, "iteration": 101499, "loss_fcos_cls": 0.28096493799239397, "loss_fcos_ctr": 0.6250299531966448, "loss_fcos_loc": 0.21966990316286683, "loss_mask": 0.2898253984749317, "loss_maskiou": 0.007406466567772441, "loss_sem_seg": 0.3372229961678386, "lr": 0.01, "mask_rcnn/accuracy": 0.8552980914588058, "mask_rcnn/false_negative": 0.12311842301433623, "mask_rcnn/false_positive": 0.15997041531475797, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.25, "time": 0.7892604721710086, "total_loss": 1.7670456751511665} {"data_time": 0.016008557751774788, "eta_seconds": 131542.20195560064, "iteration": 101519, "loss_fcos_cls": 0.2605195678770542, "loss_fcos_ctr": 0.6241019871085882, "loss_fcos_loc": 0.21225757733918726, "loss_mask": 0.2775995275005698, "loss_maskiou": 0.006661911873379722, "loss_sem_seg": 0.28473213221877813, "lr": 0.01, "mask_rcnn/accuracy": 0.8607666479971062, "mask_rcnn/false_negative": 0.11777705518097092, "mask_rcnn/false_positive": 0.141591058628386, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7707185745239258, "total_loss": 1.657587254230748} {"data_time": 0.015792241320014, "eta_seconds": 131352.84048755933, "iteration": 101539, "loss_fcos_cls": 0.2679656436666846, "loss_fcos_ctr": 0.6217037821188569, "loss_fcos_loc": 0.20326884812675416, "loss_mask": 0.2805217234417796, "loss_maskiou": 0.006303179790847935, "loss_sem_seg": 0.28698965162038803, "lr": 0.01, "mask_rcnn/accuracy": 0.8772868545429954, "mask_rcnn/false_negative": 0.08592014128214757, "mask_rcnn/false_positive": 0.14723517649736279, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7658616276457906, "total_loss": 1.6630520192848053} {"data_time": 0.015301085077226162, "eta_seconds": 131456.76075794734, "iteration": 101559, "loss_fcos_cls": 0.28098955005407333, "loss_fcos_ctr": 0.624421164393425, "loss_fcos_loc": 0.21475879504578188, "loss_mask": 0.2825844194740057, "loss_maskiou": 0.006659531965851784, "loss_sem_seg": 0.31858115643262863, "lr": 0.01, "mask_rcnn/accuracy": 0.886646094773313, "mask_rcnn/false_negative": 0.08360347154253384, "mask_rcnn/false_positive": 0.12688929762567663, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7918100189417601, "total_loss": 1.7050083413851098} {"data_time": 0.016982315108180046, "eta_seconds": 131468.62733924203, "iteration": 101579, "loss_fcos_cls": 0.2903146423632279, "loss_fcos_ctr": 0.6219407664611936, "loss_fcos_loc": 0.21326748561114073, "loss_mask": 0.28806392569094896, "loss_maskiou": 0.006649776143603958, "loss_sem_seg": 0.3126364145427942, "lr": 0.01, "mask_rcnn/accuracy": 0.8684070699708455, "mask_rcnn/false_negative": 0.09937709865125992, "mask_rcnn/false_positive": 0.14624286601162528, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.791330061852932, "total_loss": 1.7271925855238806} {"data_time": 0.01613416988402605, "eta_seconds": 131385.10120576806, "iteration": 101599, "loss_fcos_cls": 0.28870131564326584, "loss_fcos_ctr": 0.6248557819053531, "loss_fcos_loc": 0.21738893492147326, "loss_mask": 0.2929867450147867, "loss_maskiou": 0.006787245940358844, "loss_sem_seg": 0.29113107663579285, "lr": 0.01, "mask_rcnn/accuracy": 0.8935988797692991, "mask_rcnn/false_negative": 0.11098651832375483, "mask_rcnn/false_positive": 0.10109175955559374, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.7933835182338953, "total_loss": 1.7612167497500195} {"data_time": 0.01610715501010418, "eta_seconds": 131325.5928338254, "iteration": 101619, "loss_fcos_cls": 0.2848374239401892, "loss_fcos_ctr": 0.624298638664186, "loss_fcos_loc": 0.21550205652602017, "loss_mask": 0.2810982018709183, "loss_maskiou": 0.00666660450224299, "loss_sem_seg": 0.31464684288948774, "lr": 0.01, "mask_rcnn/accuracy": 0.879468975090036, "mask_rcnn/false_negative": 0.08967479727409047, "mask_rcnn/false_positive": 0.16015551289745644, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.783909629099071, "total_loss": 1.7426090151566314} {"data_time": 0.01672466564923525, "eta_seconds": 131309.99421012867, "iteration": 101639, "loss_fcos_cls": 0.2711406422313303, "loss_fcos_ctr": 0.6198410140350461, "loss_fcos_loc": 0.21118093910627067, "loss_mask": 0.28806865867227316, "loss_maskiou": 0.007386201978079043, "loss_sem_seg": 0.31308368453755975, "lr": 0.01, "mask_rcnn/accuracy": 0.8976449169850589, "mask_rcnn/false_negative": 0.09411717678800678, "mask_rcnn/false_positive": 0.13150229941802066, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7855895552784204, "total_loss": 1.6910990868418594} {"data_time": 0.016218669712543488, "eta_seconds": 131341.411488818, "iteration": 101659, "loss_fcos_cls": 0.28330213902518153, "loss_fcos_ctr": 0.6234674174338579, "loss_fcos_loc": 0.21060394076630473, "loss_mask": 0.28015963640064, "loss_maskiou": 0.006197265931405127, "loss_sem_seg": 0.32687830179929733, "lr": 0.01, "mask_rcnn/accuracy": 0.8828749760092125, "mask_rcnn/false_negative": 0.09552114965930408, "mask_rcnn/false_positive": 0.13709799052123373, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.7837314289063215, "total_loss": 1.726537657341396} {"data_time": 0.016107305884361267, "eta_seconds": 131434.70062634256, "iteration": 101679, "loss_fcos_cls": 0.2610476549016312, "loss_fcos_ctr": 0.6237843502312899, "loss_fcos_loc": 0.21188080427236855, "loss_mask": 0.2838859739713371, "loss_maskiou": 0.006841092850663699, "loss_sem_seg": 0.32456462644040585, "lr": 0.01, "mask_rcnn/accuracy": 0.8676805732353303, "mask_rcnn/false_negative": 0.1166463187102999, "mask_rcnn/false_positive": 0.14298171635128157, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 39.25, "time": 0.7986791292205453, "total_loss": 1.7352986028126907} {"data_time": 0.017490604892373085, "eta_seconds": 131419.08347808104, "iteration": 101699, "loss_fcos_cls": 0.27992970775812864, "loss_fcos_ctr": 0.6226437920704484, "loss_fcos_loc": 0.21983402367914096, "loss_mask": 0.28125271387398243, "loss_maskiou": 0.006009157179505564, "loss_sem_seg": 0.3023126309271902, "lr": 0.01, "mask_rcnn/accuracy": 0.8729364590663852, "mask_rcnn/false_negative": 0.1052593108431648, "mask_rcnn/false_positive": 0.14570872447112104, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.7810485754162073, "total_loss": 1.7050778640259523} {"data_time": 0.018271036446094513, "eta_seconds": 131409.88495690562, "iteration": 101719, "loss_fcos_cls": 0.27383362338878214, "loss_fcos_ctr": 0.6196022871881723, "loss_fcos_loc": 0.20682391349691898, "loss_mask": 0.2893371321260929, "loss_maskiou": 0.0066837145132012665, "loss_sem_seg": 0.3195870742201805, "lr": 0.01, "mask_rcnn/accuracy": 0.8662562050036721, "mask_rcnn/false_negative": 0.08672656491197431, "mask_rcnn/false_positive": 0.176839938731797, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.5, "time": 0.7854434493929148, "total_loss": 1.7147410989855416} {"data_time": 0.014958973042666912, "eta_seconds": 131369.98650479503, "iteration": 101739, "loss_fcos_cls": 0.27083121659234166, "loss_fcos_ctr": 0.6222486617043614, "loss_fcos_loc": 0.20887774578295648, "loss_mask": 0.2879435019567609, "loss_maskiou": 0.006164406549942214, "loss_sem_seg": 0.3168897279538214, "lr": 0.01, "mask_rcnn/accuracy": 0.8979483555376413, "mask_rcnn/false_negative": 0.09611600810046644, "mask_rcnn/false_positive": 0.14226867328422588, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.25, "time": 0.7821726705878973, "total_loss": 1.7200773396616569} {"data_time": 0.0166944433003664, "eta_seconds": 131378.64913468994, "iteration": 101759, "loss_fcos_cls": 0.27721665264107287, "loss_fcos_ctr": 0.6221243664622307, "loss_fcos_loc": 0.2015564371831715, "loss_mask": 0.2766022514551878, "loss_maskiou": 0.006724632061377633, "loss_sem_seg": 0.29726217361167073, "lr": 0.01, "mask_rcnn/accuracy": 0.8832126578778365, "mask_rcnn/false_negative": 0.08510161698532968, "mask_rcnn/false_positive": 0.16560808446944403, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7858081171289086, "total_loss": 1.6961387374904007} {"data_time": 0.015048121102154255, "eta_seconds": 131338.75645469315, "iteration": 101779, "loss_fcos_cls": 0.2699816271197051, "loss_fcos_ctr": 0.620491798967123, "loss_fcos_loc": 0.19720121449790895, "loss_mask": 0.27204438112676144, "loss_maskiou": 0.005837261811393546, "loss_sem_seg": 0.30216221045702696, "lr": 0.01, "mask_rcnn/accuracy": 0.8639601638253929, "mask_rcnn/false_negative": 0.09868222321478703, "mask_rcnn/false_positive": 0.14738712393872277, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.775554658845067, "total_loss": 1.6580363150133053} {"data_time": 0.01569202821701765, "eta_seconds": 131278.29521614127, "iteration": 101799, "loss_fcos_cls": 0.27797960361931473, "loss_fcos_ctr": 0.625235796906054, "loss_fcos_loc": 0.20943289122078568, "loss_mask": 0.2914238851517439, "loss_maskiou": 0.006866322864880203, "loss_sem_seg": 0.3227254138328135, "lr": 0.01, "mask_rcnn/accuracy": 0.8782290778553621, "mask_rcnn/false_negative": 0.08184815415550051, "mask_rcnn/false_positive": 0.18005585222970255, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.0, "time": 0.7864249730482697, "total_loss": 1.7541618643444963} {"data_time": 0.016443180851638317, "eta_seconds": 131134.5181735726, "iteration": 101819, "loss_fcos_cls": 0.2844721763394773, "loss_fcos_ctr": 0.6248169708997011, "loss_fcos_loc": 0.21754094026982784, "loss_mask": 0.28466933220624924, "loss_maskiou": 0.006585861698113149, "loss_sem_seg": 0.3021098955068737, "lr": 0.01, "mask_rcnn/accuracy": 0.8708555408770651, "mask_rcnn/false_negative": 0.10408832463115208, "mask_rcnn/false_positive": 0.14054261045388328, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7776169963181019, "total_loss": 1.7105946587398648} {"data_time": 0.01696303952485323, "eta_seconds": 131104.64852642547, "iteration": 101839, "loss_fcos_cls": 0.2699227200355381, "loss_fcos_ctr": 0.6214278638362885, "loss_fcos_loc": 0.2095770260784775, "loss_mask": 0.2888272041454911, "loss_maskiou": 0.00628401884023333, "loss_sem_seg": 0.332402219530195, "lr": 0.01, "mask_rcnn/accuracy": 0.8920922842821339, "mask_rcnn/false_negative": 0.0878762324058289, "mask_rcnn/false_positive": 0.1473032746304958, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7704057171940804, "total_loss": 1.6983742121083196} {"data_time": 0.015593265183269978, "eta_seconds": 131089.05577322748, "iteration": 101859, "loss_fcos_cls": 0.2743654166115448, "loss_fcos_ctr": 0.6201810296624899, "loss_fcos_loc": 0.19745440618135035, "loss_mask": 0.2986240778118372, "loss_maskiou": 0.008013031358132139, "loss_sem_seg": 0.29053676617331803, "lr": 0.01, "mask_rcnn/accuracy": 0.8669417767106843, "mask_rcnn/false_negative": 0.11346431944829474, "mask_rcnn/false_positive": 0.15476195941872192, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7703198473900557, "total_loss": 1.73554787345347} {"data_time": 0.016022931784391403, "eta_seconds": 131070.56920304988, "iteration": 101879, "loss_fcos_cls": 0.2698768307454884, "loss_fcos_ctr": 0.6219407115131617, "loss_fcos_loc": 0.21355148893781006, "loss_mask": 0.28422740288078785, "loss_maskiou": 0.0060239155136514455, "loss_sem_seg": 0.30995037592947483, "lr": 0.01, "mask_rcnn/accuracy": 0.8523177212259567, "mask_rcnn/false_negative": 0.10644306771132733, "mask_rcnn/false_positive": 0.17241761737660477, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.0, "time": 0.7724303575232625, "total_loss": 1.698157939783414} {"data_time": 0.016026120632886887, "eta_seconds": 130984.84694951028, "iteration": 101899, "loss_fcos_cls": 0.2693391719367355, "loss_fcos_ctr": 0.6232762765139341, "loss_fcos_loc": 0.20913443225435913, "loss_mask": 0.2652587890625, "loss_maskiou": 0.006018062398652546, "loss_sem_seg": 0.34956274228170514, "lr": 0.01, "mask_rcnn/accuracy": 0.8740424154736521, "mask_rcnn/false_negative": 0.11140957063119158, "mask_rcnn/false_positive": 0.1377309145397846, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7887633088976145, "total_loss": 1.728960471584287} {"data_time": 0.016618289053440094, "eta_seconds": 130979.15136640705, "iteration": 101919, "loss_fcos_cls": 0.27163987047970295, "loss_fcos_ctr": 0.6204223767854273, "loss_fcos_loc": 0.20108055768650956, "loss_mask": 0.2770993090234697, "loss_maskiou": 0.006508491060230881, "loss_sem_seg": 0.30725543526932597, "lr": 0.01, "mask_rcnn/accuracy": 0.8793929981848508, "mask_rcnn/false_negative": 0.09725394541401228, "mask_rcnn/false_positive": 0.1431984266424938, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.5, "time": 0.7778246272355318, "total_loss": 1.6879609418247128} {"data_time": 0.015376387163996696, "eta_seconds": 131027.7769500399, "iteration": 101939, "loss_fcos_cls": 0.28027823753654957, "loss_fcos_ctr": 0.6233427925035357, "loss_fcos_loc": 0.205236429348588, "loss_mask": 0.2959345234557986, "loss_maskiou": 0.00647664675489068, "loss_sem_seg": 0.31416695564985275, "lr": 0.01, "mask_rcnn/accuracy": 0.8840756094104308, "mask_rcnn/false_negative": 0.08469648352839182, "mask_rcnn/false_positive": 0.1363228138338423, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.25, "time": 0.7815210167318583, "total_loss": 1.7089758406073088} {"data_time": 0.015444939024746418, "eta_seconds": 131008.19956727419, "iteration": 101959, "loss_fcos_cls": 0.27004653704352677, "loss_fcos_ctr": 0.6231454629451036, "loss_fcos_loc": 0.20511644502403215, "loss_mask": 0.2755320528522134, "loss_maskiou": 0.0066089226165786386, "loss_sem_seg": 0.3041136199608445, "lr": 0.01, "mask_rcnn/accuracy": 0.8801531688624817, "mask_rcnn/false_negative": 0.09897919181032627, "mask_rcnn/false_positive": 0.15485864803435576, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7827594643458724, "total_loss": 1.7285383338457905} {"data_time": 0.014981950633227825, "eta_seconds": 130995.49925403949, "iteration": 101979, "loss_fcos_cls": 0.280574104283005, "loss_fcos_ctr": 0.6223200922831893, "loss_fcos_loc": 0.20783148566260934, "loss_mask": 0.28084471821784973, "loss_maskiou": 0.006589732656721026, "loss_sem_seg": 0.2831558929756284, "lr": 0.01, "mask_rcnn/accuracy": 0.8907943671974283, "mask_rcnn/false_negative": 0.09466723949170472, "mask_rcnn/false_positive": 0.1330902911192211, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7748306421563029, "total_loss": 1.674090038286522} {"data_time": 0.01647263765335083, "eta_seconds": 130980.99830051977, "iteration": 101999, "loss_fcos_cls": 0.2748294656048529, "loss_fcos_ctr": 0.6219401005655527, "loss_fcos_loc": 0.20916786789894104, "loss_mask": 0.2808453030884266, "loss_maskiou": 0.00636035981005989, "loss_sem_seg": 0.2899395115673542, "lr": 0.01, "mask_rcnn/accuracy": 0.871722187251524, "mask_rcnn/false_negative": 0.11500075275325204, "mask_rcnn/false_positive": 0.13451124092344222, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.779964561574161, "total_loss": 1.6914280527998926} {"data_time": 0.015742192044854164, "eta_seconds": 131013.6203598911, "iteration": 102019, "loss_fcos_cls": 0.274340353673324, "loss_fcos_ctr": 0.6235864162445068, "loss_fcos_loc": 0.21482022991403937, "loss_mask": 0.28118416015058756, "loss_maskiou": 0.005733413345296867, "loss_sem_seg": 0.3273629262112081, "lr": 0.01, "mask_rcnn/accuracy": 0.8827016224719446, "mask_rcnn/false_negative": 0.10344580993716292, "mask_rcnn/false_positive": 0.17358758308664746, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 31.5, "time": 0.785185563378036, "total_loss": 1.7488509697141126} {"data_time": 0.015766246244311333, "eta_seconds": 130949.81253417302, "iteration": 102039, "loss_fcos_cls": 0.26630185975227505, "loss_fcos_ctr": 0.62041752692312, "loss_fcos_loc": 0.1957210882101208, "loss_mask": 0.28089910466223955, "loss_maskiou": 0.006620373023906723, "loss_sem_seg": 0.28231085231527686, "lr": 0.01, "mask_rcnn/accuracy": 0.8966161633572348, "mask_rcnn/false_negative": 0.08499989124529767, "mask_rcnn/false_positive": 0.1429594876776366, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.5, "time": 0.7919644480571151, "total_loss": 1.6525250120466808} {"data_time": 0.017580675892531872, "eta_seconds": 130947.38476158399, "iteration": 102059, "loss_fcos_cls": 0.2778409232851118, "loss_fcos_ctr": 0.6234944006428123, "loss_fcos_loc": 0.21104970993474126, "loss_mask": 0.28105310536921024, "loss_maskiou": 0.006654925316979643, "loss_sem_seg": 0.33784534269943833, "lr": 0.01, "mask_rcnn/accuracy": 0.8774432308134521, "mask_rcnn/false_negative": 0.09386655814624634, "mask_rcnn/false_positive": 0.14806888224769058, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.25, "time": 0.7740013543516397, "total_loss": 1.7492096573259914} {"data_time": 0.015089952386915684, "eta_seconds": 130931.79031058494, "iteration": 102079, "loss_fcos_cls": 0.26051598507910967, "loss_fcos_ctr": 0.6219387664459646, "loss_fcos_loc": 0.1961232858011499, "loss_mask": 0.26894946955144405, "loss_maskiou": 0.006475739457528107, "loss_sem_seg": 0.2937657437287271, "lr": 0.01, "mask_rcnn/accuracy": 0.8690379764775109, "mask_rcnn/false_negative": 0.09243995646821568, "mask_rcnn/false_positive": 0.14853372966807193, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7800172111019492, "total_loss": 1.6720481102529448} {"data_time": 0.015433261170983315, "eta_seconds": 130983.54848058801, "iteration": 102099, "loss_fcos_cls": 0.2814496597275138, "loss_fcos_ctr": 0.6230843416415155, "loss_fcos_loc": 0.209517807001248, "loss_mask": 0.29044267162680626, "loss_maskiou": 0.006588218253455125, "loss_sem_seg": 0.3092992305755615, "lr": 0.01, "mask_rcnn/accuracy": 0.86919066997192, "mask_rcnn/false_negative": 0.10103028138667033, "mask_rcnn/false_positive": 0.14722603830068198, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.790248560719192, "total_loss": 1.7204447043768596} {"data_time": 0.015870369039475918, "eta_seconds": 130982.51467054524, "iteration": 102119, "loss_fcos_cls": 0.27712330990470946, "loss_fcos_ctr": 0.6228018421679735, "loss_fcos_loc": 0.20721830369438976, "loss_mask": 0.2887574080377817, "loss_maskiou": 0.00682617772690719, "loss_sem_seg": 0.27525009878445417, "lr": 0.01, "mask_rcnn/accuracy": 0.886555284992785, "mask_rcnn/false_negative": 0.08794392503917216, "mask_rcnn/false_positive": 0.12813487275864985, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.25, "time": 0.7908743843436241, "total_loss": 1.6851162019993353} {"data_time": 0.014272223226726055, "eta_seconds": 130978.36449182127, "iteration": 102139, "loss_fcos_cls": 0.2771131400950253, "loss_fcos_ctr": 0.6210687942802906, "loss_fcos_loc": 0.2046698877820745, "loss_mask": 0.2747896006330848, "loss_maskiou": 0.0061656220714212395, "loss_sem_seg": 0.29098202800378203, "lr": 0.01, "mask_rcnn/accuracy": 0.8855351429109193, "mask_rcnn/false_negative": 0.09063158438676172, "mask_rcnn/false_positive": 0.14718577015489132, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 20.25, "time": 0.7596053937450051, "total_loss": 1.6745433801261242} {"data_time": 0.017404278740286827, "eta_seconds": 131000.76638139132, "iteration": 102159, "loss_fcos_cls": 0.2749057353939861, "loss_fcos_ctr": 0.6195679875090718, "loss_fcos_loc": 0.20659215468913317, "loss_mask": 0.28466399013996124, "loss_maskiou": 0.007462105029844679, "loss_sem_seg": 0.3022425780072808, "lr": 0.01, "mask_rcnn/accuracy": 0.8917818076850892, "mask_rcnn/false_negative": 0.11000185598135369, "mask_rcnn/false_positive": 0.12497387990644535, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 24.5, "time": 0.7792429570108652, "total_loss": 1.734531035865075} {"data_time": 0.01803963165730238, "eta_seconds": 130985.15627821255, "iteration": 102179, "loss_fcos_cls": 0.2834038295550272, "loss_fcos_ctr": 0.6245338348671794, "loss_fcos_loc": 0.21204883744940162, "loss_mask": 0.2832317342981696, "loss_maskiou": 0.006275657142396085, "loss_sem_seg": 0.3282100004144013, "lr": 0.01, "mask_rcnn/accuracy": 0.881179091237824, "mask_rcnn/false_negative": 0.11378713740829949, "mask_rcnn/false_positive": 0.15780518683021907, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7780632628127933, "total_loss": 1.7541443585068919} {"data_time": 0.01566804014146328, "eta_seconds": 130969.54617503379, "iteration": 102199, "loss_fcos_cls": 0.2728695599362254, "loss_fcos_ctr": 0.6217727176845074, "loss_fcos_loc": 0.20286129252053797, "loss_mask": 0.2668899819254875, "loss_maskiou": 0.005221789062488824, "loss_sem_seg": 0.3203315166756511, "lr": 0.01, "mask_rcnn/accuracy": 0.8834818473265117, "mask_rcnn/false_negative": 0.08877941546714427, "mask_rcnn/false_positive": 0.12160789022168342, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.782617112621665, "total_loss": 1.6787763474858366} {"data_time": 0.016443170607089996, "eta_seconds": 130953.93607185502, "iteration": 102219, "loss_fcos_cls": 0.27284557139500976, "loss_fcos_ctr": 0.622134992852807, "loss_fcos_loc": 0.20866506884340197, "loss_mask": 0.27563280425965786, "loss_maskiou": 0.006563081326021347, "loss_sem_seg": 0.28373825876042247, "lr": 0.01, "mask_rcnn/accuracy": 0.882463715619366, "mask_rcnn/false_negative": 0.09656435555397454, "mask_rcnn/false_positive": 0.12896126146887907, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7749931076541543, "total_loss": 1.6477941908160574} {"data_time": 0.015527267940342426, "eta_seconds": 130900.33662084956, "iteration": 102239, "loss_fcos_cls": 0.2648563561961055, "loss_fcos_ctr": 0.6229576421901584, "loss_fcos_loc": 0.20835409499704838, "loss_mask": 0.28982172533869743, "loss_maskiou": 0.00698282961093355, "loss_sem_seg": 0.31062409887090325, "lr": 0.01, "mask_rcnn/accuracy": 0.8713688648136092, "mask_rcnn/false_negative": 0.10166141998364053, "mask_rcnn/false_positive": 0.14293816878865395, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7826319299638271, "total_loss": 1.7064175043342402} {"data_time": 0.016332371160387993, "eta_seconds": 130904.06558002252, "iteration": 102259, "loss_fcos_cls": 0.2762381504289806, "loss_fcos_ctr": 0.6226793043315411, "loss_fcos_loc": 0.20752175466623157, "loss_mask": 0.2812808332964778, "loss_maskiou": 0.00630791387084173, "loss_sem_seg": 0.293756902217865, "lr": 0.01, "mask_rcnn/accuracy": 0.8615362811791383, "mask_rcnn/false_negative": 0.07500584869535712, "mask_rcnn/false_positive": 0.19936696836208834, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7789045078679919, "total_loss": 1.679788803543488} {"data_time": 0.01679682359099388, "eta_seconds": 130922.31065561436, "iteration": 102279, "loss_fcos_cls": 0.275063066277653, "loss_fcos_ctr": 0.6253313096240163, "loss_fcos_loc": 0.2116890458855778, "loss_mask": 0.2948046950623393, "loss_maskiou": 0.0071514571900479496, "loss_sem_seg": 0.3107496611773968, "lr": 0.01, "mask_rcnn/accuracy": 0.8758140234334135, "mask_rcnn/false_negative": 0.10683438701073182, "mask_rcnn/false_positive": 0.14118081982460667, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7751703392714262, "total_loss": 1.7643142569431802} {"data_time": 0.01523437537252903, "eta_seconds": 130950.95917718578, "iteration": 102299, "loss_fcos_cls": 0.26801272155717015, "loss_fcos_ctr": 0.6210657213814557, "loss_fcos_loc": 0.21261617221171036, "loss_mask": 0.29080930445343256, "loss_maskiou": 0.00637852335057687, "loss_sem_seg": 0.2830238821916282, "lr": 0.01, "mask_rcnn/accuracy": 0.8691699812894191, "mask_rcnn/false_negative": 0.10225171380527151, "mask_rcnn/false_positive": 0.1579945970694401, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7805372681468725, "total_loss": 1.6950852524023503} {"data_time": 0.016009659506380558, "eta_seconds": 130917.15077831782, "iteration": 102319, "loss_fcos_cls": 0.26447383710183203, "loss_fcos_ctr": 0.6199420625343919, "loss_fcos_loc": 0.19884907617233694, "loss_mask": 0.2829594472423196, "loss_maskiou": 0.006160174438264221, "loss_sem_seg": 0.3153701974079013, "lr": 0.01, "mask_rcnn/accuracy": 0.8752686794357922, "mask_rcnn/false_negative": 0.09770264458784314, "mask_rcnn/false_positive": 0.16337051521675738, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.78480489179492, "total_loss": 1.6954804662746028} {"data_time": 0.02025329601019621, "eta_seconds": 130926.11976645514, "iteration": 102339, "loss_fcos_cls": 0.2820784426294267, "loss_fcos_ctr": 0.620105137117207, "loss_fcos_loc": 0.20033082785084844, "loss_mask": 0.27560273464769125, "loss_maskiou": 0.006429290529922582, "loss_sem_seg": 0.3215497159399092, "lr": 0.01, "mask_rcnn/accuracy": 0.8868008154025617, "mask_rcnn/false_negative": 0.0917278644697905, "mask_rcnn/false_positive": 0.13289132811058962, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7887690719217062, "total_loss": 1.7007849647925468} {"data_time": 0.01571136061102152, "eta_seconds": 130904.1075928146, "iteration": 102359, "loss_fcos_cls": 0.2700086962431669, "loss_fcos_ctr": 0.6199040496721864, "loss_fcos_loc": 0.20550503372214735, "loss_mask": 0.28671370539814234, "loss_maskiou": 0.00704285810024885, "loss_sem_seg": 0.2966761088464409, "lr": 0.01, "mask_rcnn/accuracy": 0.8837286064091188, "mask_rcnn/false_negative": 0.08120066966358958, "mask_rcnn/false_positive": 0.14839925013981137, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.5, "time": 0.7629683800041676, "total_loss": 1.7024808930345898} {"data_time": 0.019160879775881767, "eta_seconds": 130870.30570316501, "iteration": 102379, "loss_fcos_cls": 0.267823368543759, "loss_fcos_ctr": 0.6222571358084679, "loss_fcos_loc": 0.19768176693469286, "loss_mask": 0.28866804391145706, "loss_maskiou": 0.006689044137601741, "loss_sem_seg": 0.3301348122768104, "lr": 0.01, "mask_rcnn/accuracy": 0.8800438925570229, "mask_rcnn/false_negative": 0.09302932111304467, "mask_rcnn/false_positive": 0.12541110766446242, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7769292779266834, "total_loss": 1.6953832259823685} {"data_time": 0.016279062256217003, "eta_seconds": 130885.89740246627, "iteration": 102399, "loss_fcos_cls": 0.2716269055381417, "loss_fcos_ctr": 0.6245673419907689, "loss_fcos_loc": 0.21135612949728966, "loss_mask": 0.28754062205553055, "loss_maskiou": 0.006647475820500404, "loss_sem_seg": 0.28754363651387393, "lr": 0.01, "mask_rcnn/accuracy": 0.9000615270146519, "mask_rcnn/false_negative": 0.09614402726428532, "mask_rcnn/false_positive": 0.1274269702252497, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.25, "time": 0.7902720868587494, "total_loss": 1.713750126058585} {"data_time": 0.014229494147002697, "eta_seconds": 130870.27865348477, "iteration": 102419, "loss_fcos_cls": 0.2685977516230196, "loss_fcos_ctr": 0.6215545851737261, "loss_fcos_loc": 0.20689304859843105, "loss_mask": 0.2777481018565595, "loss_maskiou": 0.006445788487326354, "loss_sem_seg": 0.26164773060008883, "lr": 0.01, "mask_rcnn/accuracy": 0.8702548543384905, "mask_rcnn/false_negative": 0.1046882629945047, "mask_rcnn/false_positive": 0.16778846642533773, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7924314010888338, "total_loss": 1.6621987065009307} {"data_time": 0.01662283856421709, "eta_seconds": 130863.52841592487, "iteration": 102439, "loss_fcos_cls": 0.2803669521890697, "loss_fcos_ctr": 0.6252372534945607, "loss_fcos_loc": 0.2189486427232623, "loss_mask": 0.27616404416039586, "loss_maskiou": 0.006206229067174718, "loss_sem_seg": 0.32416743342764676, "lr": 0.01, "mask_rcnn/accuracy": 0.8815986557752475, "mask_rcnn/false_negative": 0.0870352662996692, "mask_rcnn/false_positive": 0.13472631697746826, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7983562983572483, "total_loss": 1.7216664152947487} {"data_time": 0.015118377283215523, "eta_seconds": 130834.78484055307, "iteration": 102459, "loss_fcos_cls": 0.264181338599883, "loss_fcos_ctr": 0.6253877887502313, "loss_fcos_loc": 0.21151213091798127, "loss_mask": 0.285600408911705, "loss_maskiou": 0.006423871396691538, "loss_sem_seg": 0.30246218340471387, "lr": 0.01, "mask_rcnn/accuracy": 0.8676301654202053, "mask_rcnn/false_negative": 0.09672781866000404, "mask_rcnn/false_positive": 0.14402171234429575, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7786533609032631, "total_loss": 1.6810219842518563} {"data_time": 0.015820680186152458, "eta_seconds": 130819.1665996639, "iteration": 102479, "loss_fcos_cls": 0.28038376301992685, "loss_fcos_ctr": 0.6243381816893816, "loss_fcos_loc": 0.2158363307826221, "loss_mask": 0.2894734926521778, "loss_maskiou": 0.006923933178768493, "loss_sem_seg": 0.3261714796535671, "lr": 0.01, "mask_rcnn/accuracy": 0.8555775851616444, "mask_rcnn/false_negative": 0.12126646580848532, "mask_rcnn/false_positive": 0.16172795502162135, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.5, "time": 0.7839344423264265, "total_loss": 1.747339751542313} {"data_time": 0.01716750394552946, "eta_seconds": 130767.91401439719, "iteration": 102499, "loss_fcos_cls": 0.2808835272444412, "loss_fcos_ctr": 0.6195430727675557, "loss_fcos_loc": 0.19655168848112226, "loss_mask": 0.2642638375982642, "loss_maskiou": 0.006569965531525668, "loss_sem_seg": 0.3139933948405087, "lr": 0.01, "mask_rcnn/accuracy": 0.8949188710810412, "mask_rcnn/false_negative": 0.10099565942855597, "mask_rcnn/false_positive": 0.1332198177810402, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.0, "time": 0.7775430660694838, "total_loss": 1.6614896856626729} {"data_time": 0.01580631546676159, "eta_seconds": 130792.18490857724, "iteration": 102519, "loss_fcos_cls": 0.2771154281217605, "loss_fcos_ctr": 0.6238108901306987, "loss_fcos_loc": 0.20769649662543088, "loss_mask": 0.2745814733207226, "loss_maskiou": 0.0068420474854065105, "loss_sem_seg": 0.30926152877509594, "lr": 0.01, "mask_rcnn/accuracy": 0.8791982860063217, "mask_rcnn/false_negative": 0.11819432091375509, "mask_rcnn/false_positive": 0.14510995825130074, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.75, "time": 0.7855086261406541, "total_loss": 1.6865027528547216} {"data_time": 0.01538862008601427, "eta_seconds": 130820.43932617735, "iteration": 102539, "loss_fcos_cls": 0.27314637147355825, "loss_fcos_ctr": 0.6205954076722264, "loss_fcos_loc": 0.2110963662271388, "loss_mask": 0.2828490110114217, "loss_maskiou": 0.0068420481838984415, "loss_sem_seg": 0.33416259195655584, "lr": 0.01, "mask_rcnn/accuracy": 0.8701791200351108, "mask_rcnn/false_negative": 0.11668536061769194, "mask_rcnn/false_positive": 0.13316872196181098, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7893734248355031, "total_loss": 1.7221834079246037} {"data_time": 0.017613835632801056, "eta_seconds": 130804.81533738878, "iteration": 102559, "loss_fcos_cls": 0.2812468926422298, "loss_fcos_ctr": 0.6221437738277018, "loss_fcos_loc": 0.20463945856317878, "loss_mask": 0.28953458182513714, "loss_maskiou": 0.006870781478937715, "loss_sem_seg": 0.34475212218239903, "lr": 0.01, "mask_rcnn/accuracy": 0.8686377829820453, "mask_rcnn/false_negative": 0.09110401188607747, "mask_rcnn/false_positive": 0.15866708095460696, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7847388256341219, "total_loss": 1.7553684760496253} {"data_time": 0.014660670422017574, "eta_seconds": 130799.71490079816, "iteration": 102579, "loss_fcos_cls": 0.27666988829150796, "loss_fcos_ctr": 0.623008512891829, "loss_fcos_loc": 0.2120340985711664, "loss_mask": 0.28097256645560265, "loss_maskiou": 0.006434228227590211, "loss_sem_seg": 0.30891924584284425, "lr": 0.01, "mask_rcnn/accuracy": 0.8712875582763902, "mask_rcnn/false_negative": 0.10709990827166599, "mask_rcnn/false_positive": 0.15396127904022183, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 36.75, "time": 0.7857454027980566, "total_loss": 1.6983470988780027} {"data_time": 0.01700203586369753, "eta_seconds": 130773.56735981163, "iteration": 102599, "loss_fcos_cls": 0.29210479982430115, "loss_fcos_ctr": 0.6204216810874641, "loss_fcos_loc": 0.2137028657598421, "loss_mask": 0.29552749916911125, "loss_maskiou": 0.006636539634200744, "loss_sem_seg": 0.2958154594525695, "lr": 0.01, "mask_rcnn/accuracy": 0.8747190180419995, "mask_rcnn/false_negative": 0.09932883080267994, "mask_rcnn/false_positive": 0.15129514309021752, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.75, "time": 0.7777081411331892, "total_loss": 1.7428387442196254} {"data_time": 0.016773289069533348, "eta_seconds": 130714.09116366971, "iteration": 102619, "loss_fcos_cls": 0.2728892860468477, "loss_fcos_ctr": 0.6248420728370547, "loss_fcos_loc": 0.2167693093069829, "loss_mask": 0.27584195602685213, "loss_maskiou": 0.006336181570077315, "loss_sem_seg": 0.3144393633119762, "lr": 0.01, "mask_rcnn/accuracy": 0.8854359092775042, "mask_rcnn/false_negative": 0.08642669541990503, "mask_rcnn/false_positive": 0.1354818784563412, "roi_head/num_bg_samples": 78.0, "roi_head/num_fg_samples": 25.5, "time": 0.7618951639160514, "total_loss": 1.6863026954815723} {"data_time": 0.015549941919744015, "eta_seconds": 130694.22067255061, "iteration": 102639, "loss_fcos_cls": 0.27205585106275976, "loss_fcos_ctr": 0.6231148531660438, "loss_fcos_loc": 0.20929793477989733, "loss_mask": 0.28177253250032663, "loss_maskiou": 0.006650178387644701, "loss_sem_seg": 0.31535523058846593, "lr": 0.01, "mask_rcnn/accuracy": 0.9020031584062196, "mask_rcnn/false_negative": 0.08529725999166993, "mask_rcnn/false_positive": 0.1324222593347374, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.5, "time": 0.78109619487077, "total_loss": 1.7133762113953708} {"data_time": 0.016328315250575542, "eta_seconds": 130678.60243166145, "iteration": 102659, "loss_fcos_cls": 0.2724004606716335, "loss_fcos_ctr": 0.6227986644953489, "loss_fcos_loc": 0.20869031641632318, "loss_mask": 0.29279729165136814, "loss_maskiou": 0.006088263660785742, "loss_sem_seg": 0.30379909509792924, "lr": 0.01, "mask_rcnn/accuracy": 0.8730812190630738, "mask_rcnn/false_negative": 0.09431112988749779, "mask_rcnn/false_positive": 0.18192028998699672, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.25, "time": 0.782720971852541, "total_loss": 1.7066405906662112} {"data_time": 0.015800120308995247, "eta_seconds": 130657.43851897772, "iteration": 102679, "loss_fcos_cls": 0.2707395914476365, "loss_fcos_ctr": 0.6235455619171262, "loss_fcos_loc": 0.21556860022246838, "loss_mask": 0.2880011713132262, "loss_maskiou": 0.006504488272184972, "loss_sem_seg": 0.3074960489757359, "lr": 0.01, "mask_rcnn/accuracy": 0.8666409224240155, "mask_rcnn/false_negative": 0.11702240670611161, "mask_rcnn/false_positive": 0.1809665526072604, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7880506478250027, "total_loss": 1.708210219083412} {"data_time": 0.015825744718313217, "eta_seconds": 130594.6048503751, "iteration": 102699, "loss_fcos_cls": 0.28239088226109743, "loss_fcos_ctr": 0.6197219146415591, "loss_fcos_loc": 0.2031625835224986, "loss_mask": 0.2793254079297185, "loss_maskiou": 0.006030191099853255, "loss_sem_seg": 0.3147847643122077, "lr": 0.01, "mask_rcnn/accuracy": 0.8639021590068388, "mask_rcnn/false_negative": 0.1036885418709825, "mask_rcnn/false_positive": 0.18093687841959086, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.0, "time": 0.7679508924484253, "total_loss": 1.7647210389113752} {"data_time": 0.015263821929693222, "eta_seconds": 130520.15785214584, "iteration": 102719, "loss_fcos_cls": 0.28526492696255445, "loss_fcos_ctr": 0.6199763617478311, "loss_fcos_loc": 0.21196242439327762, "loss_mask": 0.28546776715666056, "loss_maskiou": 0.006453587873693323, "loss_sem_seg": 0.29428296466358006, "lr": 0.01, "mask_rcnn/accuracy": 0.8697589612768184, "mask_rcnn/false_negative": 0.10324314483751104, "mask_rcnn/false_positive": 0.16197093558677778, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7711627073585987, "total_loss": 1.7137882612660178} {"data_time": 0.0160523084923625, "eta_seconds": 130590.21569345891, "iteration": 102739, "loss_fcos_cls": 0.2805974008515477, "loss_fcos_ctr": 0.6261768536642194, "loss_fcos_loc": 0.20939794299192727, "loss_mask": 0.29353356547653675, "loss_maskiou": 0.0076310447620926425, "loss_sem_seg": 0.3078876128420234, "lr": 0.01, "mask_rcnn/accuracy": 0.8600083595468262, "mask_rcnn/false_negative": 0.09783070293124446, "mask_rcnn/false_positive": 0.17317836713197038, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.75, "time": 0.7884399760514498, "total_loss": 1.746484671428334} {"data_time": 0.0163223622366786, "eta_seconds": 130510.4095789427, "iteration": 102759, "loss_fcos_cls": 0.26928007265087217, "loss_fcos_ctr": 0.6243582973256707, "loss_fcos_loc": 0.20939527545124292, "loss_mask": 0.2783212549984455, "loss_maskiou": 0.0066031891910824925, "loss_sem_seg": 0.30991177540272474, "lr": 0.01, "mask_rcnn/accuracy": 0.8720628363285613, "mask_rcnn/false_negative": 0.11226327802051649, "mask_rcnn/false_positive": 0.1390413394472204, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7732093157246709, "total_loss": 1.7141641128837364} {"data_time": 0.0161495553329587, "eta_seconds": 130579.3506289227, "iteration": 102779, "loss_fcos_cls": 0.2759225396439433, "loss_fcos_ctr": 0.6227361932396889, "loss_fcos_loc": 0.2150652853306383, "loss_mask": 0.2926017129793763, "loss_maskiou": 0.006467783154221252, "loss_sem_seg": 0.2945891902782023, "lr": 0.01, "mask_rcnn/accuracy": 0.8708818668977025, "mask_rcnn/false_negative": 0.11284504968516229, "mask_rcnn/false_positive": 0.13730878160332186, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7971267038956285, "total_loss": 1.7097910729062278} {"data_time": 0.017007555812597275, "eta_seconds": 130516.54518256057, "iteration": 102799, "loss_fcos_cls": 0.27825954323634505, "loss_fcos_ctr": 0.6237520165741444, "loss_fcos_loc": 0.20723303826525807, "loss_mask": 0.285177992656827, "loss_maskiou": 0.006906702255946584, "loss_sem_seg": 0.3421277445740998, "lr": 0.01, "mask_rcnn/accuracy": 0.9013456781313924, "mask_rcnn/false_negative": 0.08434772316667973, "mask_rcnn/false_positive": 0.12393424666005756, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 25.25, "time": 0.7736120065674186, "total_loss": 1.7186769045365509} {"data_time": 0.01742091216146946, "eta_seconds": 130510.33640523814, "iteration": 102819, "loss_fcos_cls": 0.2761131246224977, "loss_fcos_ctr": 0.6225835052318871, "loss_fcos_loc": 0.21344145346665755, "loss_mask": 0.2842500153928995, "loss_maskiou": 0.006964013395190705, "loss_sem_seg": 0.31311733601614833, "lr": 0.01, "mask_rcnn/accuracy": 0.8767419385517365, "mask_rcnn/false_negative": 0.09131173118563751, "mask_rcnn/false_positive": 0.155884925829204, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7778353719040751, "total_loss": 1.6985614214645466} {"data_time": 0.015070007182657719, "eta_seconds": 130532.49789488968, "iteration": 102839, "loss_fcos_cls": 0.2724237551447004, "loss_fcos_ctr": 0.6238086959347129, "loss_fcos_loc": 0.20972977997735143, "loss_mask": 0.28733441699296236, "loss_maskiou": 0.006210624414961785, "loss_sem_seg": 0.3141109552234411, "lr": 0.01, "mask_rcnn/accuracy": 0.8605724869735127, "mask_rcnn/false_negative": 0.11406085315772191, "mask_rcnn/false_positive": 0.18869186137530725, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.75, "time": 0.7807336822152138, "total_loss": 1.6980686303868424} {"data_time": 0.017118705436587334, "eta_seconds": 130537.98234985955, "iteration": 102859, "loss_fcos_cls": 0.2743155058706179, "loss_fcos_ctr": 0.6237920597195625, "loss_fcos_loc": 0.21643170807510614, "loss_mask": 0.2794940397143364, "loss_maskiou": 0.006125804786279332, "loss_sem_seg": 0.3153850664384663, "lr": 0.01, "mask_rcnn/accuracy": 0.8638578017867964, "mask_rcnn/false_negative": 0.09255212087066488, "mask_rcnn/false_positive": 0.16822720879249892, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.0, "time": 0.7849892070516944, "total_loss": 1.7063837223613518} {"data_time": 0.015333002433180809, "eta_seconds": 130565.33621192258, "iteration": 102879, "loss_fcos_cls": 0.2809837115346454, "loss_fcos_ctr": 0.6255962317809463, "loss_fcos_loc": 0.2123208111152053, "loss_mask": 0.27576558850705624, "loss_maskiou": 0.006544395233504474, "loss_sem_seg": 0.3198258390184492, "lr": 0.01, "mask_rcnn/accuracy": 0.8784990484288954, "mask_rcnn/false_negative": 0.10035700593143539, "mask_rcnn/false_positive": 0.14333610273617917, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.5, "time": 0.7938317731022835, "total_loss": 1.765548454481177} {"data_time": 0.015599733218550682, "eta_seconds": 130549.71096599754, "iteration": 102899, "loss_fcos_cls": 0.29850995377637446, "loss_fcos_ctr": 0.6238653580658138, "loss_fcos_loc": 0.20843642437830567, "loss_mask": 0.29275619331747293, "loss_maskiou": 0.006978772042202763, "loss_sem_seg": 0.2909018660429865, "lr": 0.01, "mask_rcnn/accuracy": 0.8522082270408163, "mask_rcnn/false_negative": 0.11896521379042271, "mask_rcnn/false_positive": 0.19062696894008394, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7844858942553401, "total_loss": 1.7197267802694114} {"data_time": 0.016269762068986893, "eta_seconds": 130560.27877413854, "iteration": 102919, "loss_fcos_cls": 0.27650512428954244, "loss_fcos_ctr": 0.6230552522465587, "loss_fcos_loc": 0.21369417116511613, "loss_mask": 0.28406478744000196, "loss_maskiou": 0.006196902511874214, "loss_sem_seg": 0.33449839521199465, "lr": 0.01, "mask_rcnn/accuracy": 0.8734950535092085, "mask_rcnn/false_negative": 0.11383319977763467, "mask_rcnn/false_positive": 0.14776248578648815, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7791963368654251, "total_loss": 1.7687267446599435} {"data_time": 0.01603475771844387, "eta_seconds": 130544.65039284155, "iteration": 102939, "loss_fcos_cls": 0.2801148765720427, "loss_fcos_ctr": 0.621357967145741, "loss_fcos_loc": 0.2027962229331024, "loss_mask": 0.28548146039247513, "loss_maskiou": 0.007770189258735627, "loss_sem_seg": 0.2859271267661825, "lr": 0.01, "mask_rcnn/accuracy": 0.8742688193698532, "mask_rcnn/false_negative": 0.09888633423728468, "mask_rcnn/false_positive": 0.15129425494690657, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7816497795283794, "total_loss": 1.6808920762123307} {"data_time": 0.015181385912001133, "eta_seconds": 130506.67016097717, "iteration": 102959, "loss_fcos_cls": 0.266332269879058, "loss_fcos_ctr": 0.6238466100767255, "loss_fcos_loc": 0.21302936901338398, "loss_mask": 0.28227495960891247, "loss_maskiou": 0.005888539271836635, "loss_sem_seg": 0.28418731316924095, "lr": 0.01, "mask_rcnn/accuracy": 0.8586481890053319, "mask_rcnn/false_negative": 0.1017692535997144, "mask_rcnn/false_positive": 0.16348639468326176, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.25, "time": 0.7798599796369672, "total_loss": 1.6900033775673364} {"data_time": 0.01571627054363489, "eta_seconds": 130513.39363024756, "iteration": 102979, "loss_fcos_cls": 0.26620855019427836, "loss_fcos_ctr": 0.62251947959885, "loss_fcos_loc": 0.21235492185223848, "loss_mask": 0.28457140643149614, "loss_maskiou": 0.006718593940604478, "loss_sem_seg": 0.3101499993354082, "lr": 0.01, "mask_rcnn/accuracy": 0.8787784153735099, "mask_rcnn/false_negative": 0.08596450784249113, "mask_rcnn/false_positive": 0.147725102083912, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.0, "time": 0.7831298336386681, "total_loss": 1.7203523083080654} {"data_time": 0.01629946567118168, "eta_seconds": 130523.47916612495, "iteration": 102999, "loss_fcos_cls": 0.27557593770325184, "loss_fcos_ctr": 0.6190170124173164, "loss_fcos_loc": 0.20519589056493714, "loss_mask": 0.280600075609982, "loss_maskiou": 0.006305997958406806, "loss_sem_seg": 0.2906412184238434, "lr": 0.01, "mask_rcnn/accuracy": 0.8686519642535451, "mask_rcnn/false_negative": 0.10189816203683416, "mask_rcnn/false_positive": 0.1477227229082397, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7897538542747498, "total_loss": 1.7057030887372093} {"data_time": 0.016914946027100086, "eta_seconds": 130502.40163395274, "iteration": 103019, "loss_fcos_cls": 0.2705334210768342, "loss_fcos_ctr": 0.6218933165073395, "loss_fcos_loc": 0.20858839433640242, "loss_mask": 0.29501556046307087, "loss_maskiou": 0.0068205658317310736, "loss_sem_seg": 0.28611875604838133, "lr": 0.01, "mask_rcnn/accuracy": 0.8813490214352283, "mask_rcnn/false_negative": 0.10692983029284359, "mask_rcnn/false_positive": 0.14645351909305726, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7867426052689552, "total_loss": 1.7070456211222336} {"data_time": 0.018220997415482998, "eta_seconds": 130465.31553218141, "iteration": 103039, "loss_fcos_cls": 0.28188338642939925, "loss_fcos_ctr": 0.6219729008153081, "loss_fcos_loc": 0.2116817906498909, "loss_mask": 0.2886114427819848, "loss_maskiou": 0.00710553779208567, "loss_sem_seg": 0.3005346243735403, "lr": 0.01, "mask_rcnn/accuracy": 0.8787843818566778, "mask_rcnn/false_negative": 0.09720711319400631, "mask_rcnn/false_positive": 0.15367446564682952, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7846363261342049, "total_loss": 1.7099816500412999} {"data_time": 0.015715064480900764, "eta_seconds": 130471.14001697022, "iteration": 103059, "loss_fcos_cls": 0.2987301570829004, "loss_fcos_ctr": 0.6206784620881081, "loss_fcos_loc": 0.209549160907045, "loss_mask": 0.2800456387922168, "loss_maskiou": 0.006760428819688968, "loss_sem_seg": 0.2982731342781335, "lr": 0.01, "mask_rcnn/accuracy": 0.8705908396416417, "mask_rcnn/false_negative": 0.09932628988796857, "mask_rcnn/false_positive": 0.15514248013035392, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.25, "time": 0.7808563364669681, "total_loss": 1.7214472744963132} {"data_time": 0.0167264761403203, "eta_seconds": 130387.64976714365, "iteration": 103079, "loss_fcos_cls": 0.27281968062743545, "loss_fcos_ctr": 0.6245158342644572, "loss_fcos_loc": 0.20988962071714923, "loss_mask": 0.28233916452154517, "loss_maskiou": 0.006959433070733212, "loss_sem_seg": 0.2915944582782686, "lr": 0.01, "mask_rcnn/accuracy": 0.8883078231292517, "mask_rcnn/false_negative": 0.08611171937947837, "mask_rcnn/false_positive": 0.13630685807546833, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.0, "time": 0.7642604848369956, "total_loss": 1.6958266416186234} {"data_time": 0.017654658295214176, "eta_seconds": 130341.70753347501, "iteration": 103099, "loss_fcos_cls": 0.2710591875948012, "loss_fcos_ctr": 0.6230563335120678, "loss_fcos_loc": 0.21075689734425396, "loss_mask": 0.27755364403128624, "loss_maskiou": 0.006637392565608025, "loss_sem_seg": 0.2950189234688878, "lr": 0.01, "mask_rcnn/accuracy": 0.876327318684911, "mask_rcnn/false_negative": 0.09799938682741585, "mask_rcnn/false_positive": 0.13706206479809874, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.75, "time": 0.7846597535535693, "total_loss": 1.7281110803160118} {"data_time": 0.016382409259676933, "eta_seconds": 130313.85180273559, "iteration": 103119, "loss_fcos_cls": 0.26271791965700686, "loss_fcos_ctr": 0.6220318963751197, "loss_fcos_loc": 0.20648908894509077, "loss_mask": 0.28275612369179726, "loss_maskiou": 0.006114567215263378, "loss_sem_seg": 0.3078012615442276, "lr": 0.01, "mask_rcnn/accuracy": 0.8826558906614997, "mask_rcnn/false_negative": 0.10783946511579677, "mask_rcnn/false_positive": 0.12944871825177912, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.778801204636693, "total_loss": 1.6961450743692694} {"data_time": 0.0151257598772645, "eta_seconds": 130310.46944442019, "iteration": 103139, "loss_fcos_cls": 0.2860243518371135, "loss_fcos_ctr": 0.622040556743741, "loss_fcos_loc": 0.2126787129091099, "loss_mask": 0.27840367518365383, "loss_maskiou": 0.006373568088747561, "loss_sem_seg": 0.37732791621237993, "lr": 0.01, "mask_rcnn/accuracy": 0.8718676341150495, "mask_rcnn/false_negative": 0.1077097514354454, "mask_rcnn/false_positive": 0.14214555581129623, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7788029396906495, "total_loss": 1.804747002403019} {"data_time": 0.017307926900684834, "eta_seconds": 130288.33333492838, "iteration": 103159, "loss_fcos_cls": 0.2817500187084079, "loss_fcos_ctr": 0.6208191169425845, "loss_fcos_loc": 0.21142142673488706, "loss_mask": 0.2744331359863281, "loss_maskiou": 0.006436870418838225, "loss_sem_seg": 0.32123050070367754, "lr": 0.01, "mask_rcnn/accuracy": 0.8824116253644315, "mask_rcnn/false_negative": 0.09101614189007126, "mask_rcnn/false_positive": 0.14472695564533253, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7749248035252094, "total_loss": 1.7143602927098982} {"data_time": 0.016456926241517067, "eta_seconds": 130272.7150716316, "iteration": 103179, "loss_fcos_cls": 0.2853397629223764, "loss_fcos_ctr": 0.6209876304492354, "loss_fcos_loc": 0.20027524838224053, "loss_mask": 0.27816354343667626, "loss_maskiou": 0.006473117238783743, "loss_sem_seg": 0.32996492728125304, "lr": 0.01, "mask_rcnn/accuracy": 0.8864166656371992, "mask_rcnn/false_negative": 0.09448446133081193, "mask_rcnn/false_positive": 0.11555203207326772, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 24.0, "time": 0.783125733025372, "total_loss": 1.7073127202311298} {"data_time": 0.01678500697016716, "eta_seconds": 130340.28962502256, "iteration": 103199, "loss_fcos_cls": 0.2875758472364396, "loss_fcos_ctr": 0.6227593505755067, "loss_fcos_loc": 0.2112074987962842, "loss_mask": 0.2745703477412462, "loss_maskiou": 0.006860540510388091, "loss_sem_seg": 0.3201388865709305, "lr": 0.01, "mask_rcnn/accuracy": 0.8882436628497552, "mask_rcnn/false_negative": 0.10047513837096159, "mask_rcnn/false_positive": 0.15252982717696523, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.8027678430080414, "total_loss": 1.7372019307003939} {"data_time": 0.01701453421264887, "eta_seconds": 130324.6613866277, "iteration": 103219, "loss_fcos_cls": 0.2834511953406036, "loss_fcos_ctr": 0.6215131878852844, "loss_fcos_loc": 0.20849866676144302, "loss_mask": 0.28411165811121464, "loss_maskiou": 0.006695397663861513, "loss_sem_seg": 0.33240914810448885, "lr": 0.01, "mask_rcnn/accuracy": 0.8837620227338968, "mask_rcnn/false_negative": 0.09616859846334486, "mask_rcnn/false_positive": 0.15525571675725716, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.5, "time": 0.7744688717648387, "total_loss": 1.7186040764208883} {"data_time": 0.015392321161925793, "eta_seconds": 130286.71876462363, "iteration": 103239, "loss_fcos_cls": 0.2751817312091589, "loss_fcos_ctr": 0.6202769307419658, "loss_fcos_loc": 0.20532492781057954, "loss_mask": 0.27644174452871084, "loss_maskiou": 0.006321945082163438, "loss_sem_seg": 0.31718529714271426, "lr": 0.01, "mask_rcnn/accuracy": 0.8710077907681291, "mask_rcnn/false_negative": 0.12076007226459871, "mask_rcnn/false_positive": 0.1341675826554528, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7761238478124142, "total_loss": 1.6994061505247373} {"data_time": 0.016741229221224785, "eta_seconds": 130314.83193205763, "iteration": 103259, "loss_fcos_cls": 0.27727717789821327, "loss_fcos_ctr": 0.6235669190064073, "loss_fcos_loc": 0.22215989034157246, "loss_mask": 0.28828614111989737, "loss_maskiou": 0.006624979025218636, "loss_sem_seg": 0.31705307855736464, "lr": 0.01, "mask_rcnn/accuracy": 0.8815644280968201, "mask_rcnn/false_negative": 0.11152941068241615, "mask_rcnn/false_positive": 0.128129750038574, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.773911121301353, "total_loss": 1.7391013794440369} {"data_time": 0.014148129150271416, "eta_seconds": 130332.08116181195, "iteration": 103279, "loss_fcos_cls": 0.27170028258115053, "loss_fcos_ctr": 0.6194508792832494, "loss_fcos_loc": 0.20028603891842067, "loss_mask": 0.2736167651601136, "loss_maskiou": 0.006638764723902568, "loss_sem_seg": 0.3021656568162143, "lr": 0.01, "mask_rcnn/accuracy": 0.880882094579153, "mask_rcnn/false_negative": 0.09178591636455433, "mask_rcnn/false_positive": 0.14683611243092387, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7870150404050946, "total_loss": 1.6686046864488162} {"data_time": 0.018914305604994297, "eta_seconds": 130296.13954974432, "iteration": 103299, "loss_fcos_cls": 0.2627516696229577, "loss_fcos_ctr": 0.6232999255880713, "loss_fcos_loc": 0.2130703164730221, "loss_mask": 0.28524644346907735, "loss_maskiou": 0.0069040740199852735, "loss_sem_seg": 0.301797975320369, "lr": 0.01, "mask_rcnn/accuracy": 0.8529085497835498, "mask_rcnn/false_negative": 0.10368955052211684, "mask_rcnn/false_positive": 0.16027675073184358, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.5, "time": 0.7707446748390794, "total_loss": 1.7124630327307386} {"data_time": 0.016208590008318424, "eta_seconds": 130300.81165619195, "iteration": 103319, "loss_fcos_cls": 0.2746784306364134, "loss_fcos_ctr": 0.6223853901028633, "loss_fcos_loc": 0.21075368206948042, "loss_mask": 0.2779129445552826, "loss_maskiou": 0.005829350811836775, "loss_sem_seg": 0.3132274467498064, "lr": 0.01, "mask_rcnn/accuracy": 0.86968537414966, "mask_rcnn/false_negative": 0.09301060118425403, "mask_rcnn/false_positive": 0.13491449917076564, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7877402398735285, "total_loss": 1.7034129444073187} {"data_time": 0.01591521594673395, "eta_seconds": 130257.7443327019, "iteration": 103339, "loss_fcos_cls": 0.27410650497768074, "loss_fcos_ctr": 0.623041333630681, "loss_fcos_loc": 0.20694677659776062, "loss_mask": 0.278713365085423, "loss_maskiou": 0.006378659541951492, "loss_sem_seg": 0.32202441547997296, "lr": 0.01, "mask_rcnn/accuracy": 0.8560667011559868, "mask_rcnn/false_negative": 0.12153891142255793, "mask_rcnn/false_positive": 0.15635228736570497, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.0, "time": 0.7843967098742723, "total_loss": 1.6961717654940003} {"data_time": 0.015494558028876781, "eta_seconds": 130304.21926215291, "iteration": 103359, "loss_fcos_cls": 0.30001547234132886, "loss_fcos_ctr": 0.6207888219505548, "loss_fcos_loc": 0.20477612549439073, "loss_mask": 0.28284007869660854, "loss_maskiou": 0.006766955732018687, "loss_sem_seg": 0.3229600703343749, "lr": 0.01, "mask_rcnn/accuracy": 0.8640341397753131, "mask_rcnn/false_negative": 0.10925695363179136, "mask_rcnn/false_positive": 0.172225545379588, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.7893743822351098, "total_loss": 1.7456596365118457} {"data_time": 0.01567053236067295, "eta_seconds": 130281.52813266404, "iteration": 103379, "loss_fcos_cls": 0.27811890735756606, "loss_fcos_ctr": 0.6209819624200463, "loss_fcos_loc": 0.21818921132944524, "loss_mask": 0.2872840892523527, "loss_maskiou": 0.006569541095814202, "loss_sem_seg": 0.3318180274218321, "lr": 0.01, "mask_rcnn/accuracy": 0.8619048494333399, "mask_rcnn/false_negative": 0.09909059688324032, "mask_rcnn/false_positive": 0.1747655290684879, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 39.75, "time": 0.775357318110764, "total_loss": 1.7505972081999062} {"data_time": 0.015692593529820442, "eta_seconds": 130257.84055657219, "iteration": 103399, "loss_fcos_cls": 0.2546638143248856, "loss_fcos_ctr": 0.6200944287702441, "loss_fcos_loc": 0.20793655118905008, "loss_mask": 0.28368627838790417, "loss_maskiou": 0.006223485484952107, "loss_sem_seg": 0.3002572348341346, "lr": 0.01, "mask_rcnn/accuracy": 0.8855997319814002, "mask_rcnn/false_negative": 0.09924920961714356, "mask_rcnn/false_positive": 0.1398919676476097, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7816583998501301, "total_loss": 1.653872914830572} {"data_time": 0.015964807011187077, "eta_seconds": 130242.20345468726, "iteration": 103419, "loss_fcos_cls": 0.2623633698094636, "loss_fcos_ctr": 0.6241139629855752, "loss_fcos_loc": 0.209191506030038, "loss_mask": 0.29306209087371826, "loss_maskiou": 0.006564523799170274, "loss_sem_seg": 0.30276758316904306, "lr": 0.01, "mask_rcnn/accuracy": 0.8617650106715116, "mask_rcnn/false_negative": 0.11312446445660598, "mask_rcnn/false_positive": 0.15593462753050968, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7897495748475194, "total_loss": 1.6829551885821274} {"data_time": 0.01763098780065775, "eta_seconds": 130186.7133343229, "iteration": 103439, "loss_fcos_cls": 0.2771503725089133, "loss_fcos_ctr": 0.6214834228157997, "loss_fcos_loc": 0.21274355705827475, "loss_mask": 0.2900039665400982, "loss_maskiou": 0.006762351913494058, "loss_sem_seg": 0.2980478638783097, "lr": 0.01, "mask_rcnn/accuracy": 0.8671269910403185, "mask_rcnn/false_negative": 0.1053488313544761, "mask_rcnn/false_positive": 0.15102551480839832, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7808288466185331, "total_loss": 1.7124709999770857} {"data_time": 0.01526322215795517, "eta_seconds": 130163.95556796435, "iteration": 103459, "loss_fcos_cls": 0.26978012057952583, "loss_fcos_ctr": 0.6211395100690424, "loss_fcos_loc": 0.20293742208741605, "loss_mask": 0.2811551531776786, "loss_maskiou": 0.00606383488047868, "loss_sem_seg": 0.3378333621658385, "lr": 0.01, "mask_rcnn/accuracy": 0.8691558058262109, "mask_rcnn/false_negative": 0.1065108543115633, "mask_rcnn/false_positive": 0.1554878163633736, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.761449558660388, "total_loss": 1.7170875735027948} {"data_time": 0.01927857007831335, "eta_seconds": 130155.44870134536, "iteration": 103479, "loss_fcos_cls": 0.28334596555214375, "loss_fcos_ctr": 0.6251307604834437, "loss_fcos_loc": 0.211945318558719, "loss_mask": 0.28716094605624676, "loss_maskiou": 0.007088205107720569, "loss_sem_seg": 0.3102578055113554, "lr": 0.01, "mask_rcnn/accuracy": 0.8730822253143682, "mask_rcnn/false_negative": 0.09988689784308694, "mask_rcnn/false_positive": 0.15174611939470373, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7850295770913363, "total_loss": 1.7428914153424557} {"data_time": 0.0159810371696949, "eta_seconds": 130194.74685922265, "iteration": 103499, "loss_fcos_cls": 0.2839326006360352, "loss_fcos_ctr": 0.6236245315521955, "loss_fcos_loc": 0.2182980354409665, "loss_mask": 0.29033226799219847, "loss_maskiou": 0.0065274578155367635, "loss_sem_seg": 0.3372084889560938, "lr": 0.01, "mask_rcnn/accuracy": 0.8645815558664938, "mask_rcnn/false_negative": 0.1060013895243421, "mask_rcnn/false_positive": 0.173237618755813, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.5, "time": 0.789967380464077, "total_loss": 1.7482845091144554} {"data_time": 0.017193444073200226, "eta_seconds": 130142.35904800054, "iteration": 103519, "loss_fcos_cls": 0.2653863640152849, "loss_fcos_ctr": 0.6234315317124128, "loss_fcos_loc": 0.21014763112179935, "loss_mask": 0.2714427746832371, "loss_maskiou": 0.0058946881763404235, "loss_sem_seg": 0.32818135945126414, "lr": 0.01, "mask_rcnn/accuracy": 0.868355905817086, "mask_rcnn/false_negative": 0.10107396349380518, "mask_rcnn/false_positive": 0.16234435870022004, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7772465888410807, "total_loss": 1.6994560035600443} {"data_time": 0.015730051323771477, "eta_seconds": 130052.33533187024, "iteration": 103539, "loss_fcos_cls": 0.2641087118536234, "loss_fcos_ctr": 0.6243578870780766, "loss_fcos_loc": 0.2047147566336207, "loss_mask": 0.28085010265931487, "loss_maskiou": 0.006350940282572992, "loss_sem_seg": 0.32013359456323087, "lr": 0.01, "mask_rcnn/accuracy": 0.868938069098455, "mask_rcnn/false_negative": 0.12077089575064831, "mask_rcnn/false_positive": 0.14941120333179986, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.7587524773553014, "total_loss": 1.6598381679796148} {"data_time": 0.014761518687009811, "eta_seconds": 130018.74191033468, "iteration": 103559, "loss_fcos_cls": 0.26298665115609765, "loss_fcos_ctr": 0.622156610712409, "loss_fcos_loc": 0.2092065706383437, "loss_mask": 0.27855721674859524, "loss_maskiou": 0.005512543211807497, "loss_sem_seg": 0.27928167302161455, "lr": 0.01, "mask_rcnn/accuracy": 0.875692143095556, "mask_rcnn/false_negative": 0.1050047597962934, "mask_rcnn/false_positive": 0.15471867757294322, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7768754307180643, "total_loss": 1.6785190800583223} {"data_time": 0.016127443872392178, "eta_seconds": 129967.74306163844, "iteration": 103579, "loss_fcos_cls": 0.261051663197577, "loss_fcos_ctr": 0.6224998189136386, "loss_fcos_loc": 0.2010741950944066, "loss_mask": 0.28736238181591034, "loss_maskiou": 0.006467699829954654, "loss_sem_seg": 0.2846293051261455, "lr": 0.01, "mask_rcnn/accuracy": 0.8884566326530612, "mask_rcnn/false_negative": 0.0963593904452763, "mask_rcnn/false_positive": 0.1770812982044391, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7636865796521306, "total_loss": 1.6764296464098152} {"data_time": 0.015412266366183758, "eta_seconds": 129936.38779566251, "iteration": 103599, "loss_fcos_cls": 0.2722016372717917, "loss_fcos_ctr": 0.6208500331267715, "loss_fcos_loc": 0.19797345122788101, "loss_mask": 0.27667941711843014, "loss_maskiou": 0.006286261268542148, "loss_sem_seg": 0.3014572961255908, "lr": 0.01, "mask_rcnn/accuracy": 0.8861402445950551, "mask_rcnn/false_negative": 0.08729860556848121, "mask_rcnn/false_positive": 0.12857847267979217, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7776735192164779, "total_loss": 1.6400835039676167} {"data_time": 0.016449215821921825, "eta_seconds": 129944.93830520008, "iteration": 103619, "loss_fcos_cls": 0.2636826550588012, "loss_fcos_ctr": 0.6196453291922808, "loss_fcos_loc": 0.19961398758459836, "loss_mask": 0.2845009136945009, "loss_maskiou": 0.0065395303900004365, "loss_sem_seg": 0.2840031054802239, "lr": 0.01, "mask_rcnn/accuracy": 0.8838477891156462, "mask_rcnn/false_negative": 0.1103035261847439, "mask_rcnn/false_positive": 0.11996699972871724, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 25.25, "time": 0.7780113499611616, "total_loss": 1.6818691584921908} {"data_time": 0.0167454332113266, "eta_seconds": 129920.885606247, "iteration": 103639, "loss_fcos_cls": 0.27093531750142574, "loss_fcos_ctr": 0.6217241315171123, "loss_fcos_loc": 0.2146431407891214, "loss_mask": 0.28194374963641167, "loss_maskiou": 0.006096391152823344, "loss_sem_seg": 0.2608472602441907, "lr": 0.01, "mask_rcnn/accuracy": 0.8573493683187561, "mask_rcnn/false_negative": 0.08989687903150016, "mask_rcnn/false_positive": 0.15828371857869644, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 26.75, "time": 0.7623824281617999, "total_loss": 1.6821484180836705} {"data_time": 0.015189205296337605, "eta_seconds": 129843.58294652402, "iteration": 103659, "loss_fcos_cls": 0.24886480253189802, "loss_fcos_ctr": 0.6225350359454751, "loss_fcos_loc": 0.19906004634685814, "loss_mask": 0.27588703855872154, "loss_maskiou": 0.005803359381388873, "loss_sem_seg": 0.29567060666158795, "lr": 0.01, "mask_rcnn/accuracy": 0.8820884380044549, "mask_rcnn/false_negative": 0.10777276760983683, "mask_rcnn/false_positive": 0.13181819324450128, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7725143805146217, "total_loss": 1.6483282661647536} {"data_time": 0.015675588510930538, "eta_seconds": 129803.33553389832, "iteration": 103679, "loss_fcos_cls": 0.2601733517367393, "loss_fcos_ctr": 0.620670773088932, "loss_fcos_loc": 0.20316085359081626, "loss_mask": 0.2755062123760581, "loss_maskiou": 0.0057277710366179235, "loss_sem_seg": 0.27180770970880985, "lr": 0.01, "mask_rcnn/accuracy": 0.88055153411479, "mask_rcnn/false_negative": 0.1054390222942246, "mask_rcnn/false_positive": 0.1372198697246702, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.75, "time": 0.7701350608840585, "total_loss": 1.6743737776123453} {"data_time": 0.018031246960163116, "eta_seconds": 129820.68690222036, "iteration": 103699, "loss_fcos_cls": 0.27681377227418125, "loss_fcos_ctr": 0.6214407477527857, "loss_fcos_loc": 0.20196150848641992, "loss_mask": 0.29152417927980423, "loss_maskiou": 0.0069709685776615515, "loss_sem_seg": 0.3197819394990802, "lr": 0.01, "mask_rcnn/accuracy": 0.8844381391187979, "mask_rcnn/false_negative": 0.07792574873984354, "mask_rcnn/false_positive": 0.15054942946422226, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.25, "time": 0.7849287716671824, "total_loss": 1.7293504321423825} {"data_time": 0.0169783728197217, "eta_seconds": 129805.07416544762, "iteration": 103719, "loss_fcos_cls": 0.2786726653575897, "loss_fcos_ctr": 0.6218983540311456, "loss_fcos_loc": 0.20766534889116883, "loss_mask": 0.2805933691561222, "loss_maskiou": 0.00632691073406022, "loss_sem_seg": 0.2838303968310356, "lr": 0.01, "mask_rcnn/accuracy": 0.8665334855403348, "mask_rcnn/false_negative": 0.09730054447612692, "mask_rcnn/false_positive": 0.13239014165315882, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.25, "time": 0.7771967807784677, "total_loss": 1.6828235069551738} {"data_time": 0.015231835655868053, "eta_seconds": 129731.34605041146, "iteration": 103739, "loss_fcos_cls": 0.2744931159541011, "loss_fcos_ctr": 0.6209623264148831, "loss_fcos_loc": 0.1992023503407836, "loss_mask": 0.27481954358518124, "loss_maskiou": 0.0058460205036681145, "loss_sem_seg": 0.30137117090635, "lr": 0.01, "mask_rcnn/accuracy": 0.876505557580175, "mask_rcnn/false_negative": 0.086699090948027, "mask_rcnn/false_positive": 0.13653656937262532, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.0, "time": 0.7722525969147682, "total_loss": 1.6699433088797377} {"data_time": 0.01837374083697796, "eta_seconds": 129732.67743038014, "iteration": 103759, "loss_fcos_cls": 0.2584755204152316, "loss_fcos_ctr": 0.6213873950764537, "loss_fcos_loc": 0.2001165698748082, "loss_mask": 0.27129878383129835, "loss_maskiou": 0.005761634463851806, "loss_sem_seg": 0.29347960208542645, "lr": 0.01, "mask_rcnn/accuracy": 0.8849570638114401, "mask_rcnn/false_negative": 0.06963087833916344, "mask_rcnn/false_positive": 0.138005187123474, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.7794750994071364, "total_loss": 1.6853392530756537} {"data_time": 0.016760016791522503, "eta_seconds": 129666.1444079848, "iteration": 103779, "loss_fcos_cls": 0.2748894423712045, "loss_fcos_ctr": 0.6227929946035147, "loss_fcos_loc": 0.2118971033487469, "loss_mask": 0.2789373565465212, "loss_maskiou": 0.006211846266523935, "loss_sem_seg": 0.2902274513617158, "lr": 0.01, "mask_rcnn/accuracy": 0.8881761596007451, "mask_rcnn/false_negative": 0.11638762211430778, "mask_rcnn/false_positive": 0.1259576371222481, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.767178357578814, "total_loss": 1.6665051179734292} {"data_time": 0.014514904469251633, "eta_seconds": 129668.09046054631, "iteration": 103799, "loss_fcos_cls": 0.2656777340453118, "loss_fcos_ctr": 0.6230735811404884, "loss_fcos_loc": 0.2071324721473502, "loss_mask": 0.2781504113227129, "loss_maskiou": 0.006985594256548211, "loss_sem_seg": 0.2862695654621348, "lr": 0.01, "mask_rcnn/accuracy": 0.8850520295431072, "mask_rcnn/false_negative": 0.10238106978642814, "mask_rcnn/false_positive": 0.12771173897954827, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7833552770316601, "total_loss": 1.6477131845749682} {"data_time": 0.018173939548432827, "eta_seconds": 129668.92306676507, "iteration": 103819, "loss_fcos_cls": 0.26283756364136934, "loss_fcos_ctr": 0.6196085289120674, "loss_fcos_loc": 0.20251244865357876, "loss_mask": 0.2906542858108878, "loss_maskiou": 0.006316820581560023, "loss_sem_seg": 0.30332391103729606, "lr": 0.01, "mask_rcnn/accuracy": 0.8661659951679084, "mask_rcnn/false_negative": 0.09941934988075868, "mask_rcnn/false_positive": 0.17847061799986666, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.5, "time": 0.7826094357296824, "total_loss": 1.6847464301390573} {"data_time": 0.016223656944930553, "eta_seconds": 129653.31732085347, "iteration": 103839, "loss_fcos_cls": 0.27176053635776043, "loss_fcos_ctr": 0.6214696550741792, "loss_fcos_loc": 0.2031411454663612, "loss_mask": 0.27914883755147457, "loss_maskiou": 0.006389364702044986, "loss_sem_seg": 0.275293902028352, "lr": 0.01, "mask_rcnn/accuracy": 0.8974656827016521, "mask_rcnn/false_negative": 0.08052770135858962, "mask_rcnn/false_positive": 0.13482304937602074, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7809924567118287, "total_loss": 1.64693024348162} {"data_time": 0.0159887857735157, "eta_seconds": 129615.30097554252, "iteration": 103859, "loss_fcos_cls": 0.26225479203276336, "loss_fcos_ctr": 0.6221023895777762, "loss_fcos_loc": 0.20326349057722837, "loss_mask": 0.2744753398001194, "loss_maskiou": 0.0062356041598832235, "loss_sem_seg": 0.3107801228761673, "lr": 0.01, "mask_rcnn/accuracy": 0.8847764468106083, "mask_rcnn/false_negative": 0.09067292871102586, "mask_rcnn/false_positive": 0.14336302869756623, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.0, "time": 0.7783857500180602, "total_loss": 1.7117082329059485} {"data_time": 0.01730861235409975, "eta_seconds": 129589.16743897181, "iteration": 103879, "loss_fcos_cls": 0.2627369516994804, "loss_fcos_ctr": 0.6211262820288539, "loss_fcos_loc": 0.20622230309527367, "loss_mask": 0.28189389407634735, "loss_maskiou": 0.006897358543938026, "loss_sem_seg": 0.2847064407542348, "lr": 0.01, "mask_rcnn/accuracy": 0.8814008702970985, "mask_rcnn/false_negative": 0.10011543751519275, "mask_rcnn/false_positive": 0.1328264979138712, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7825216185301542, "total_loss": 1.6452974820131203} {"data_time": 0.01748427003622055, "eta_seconds": 129559.94179233257, "iteration": 103899, "loss_fcos_cls": 0.27313263178803027, "loss_fcos_ctr": 0.620944906026125, "loss_fcos_loc": 0.20510383415967226, "loss_mask": 0.2924337284639478, "loss_maskiou": 0.006992388982325792, "loss_sem_seg": 0.29249920416623354, "lr": 0.01, "mask_rcnn/accuracy": 0.8776246921182266, "mask_rcnn/false_negative": 0.10575982927542828, "mask_rcnn/false_positive": 0.13847410317313694, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.0, "time": 0.7830947255715728, "total_loss": 1.7323060701892246} {"data_time": 0.015273217111825943, "eta_seconds": 129570.6294394359, "iteration": 103919, "loss_fcos_cls": 0.2713597279507667, "loss_fcos_ctr": 0.6211170060560107, "loss_fcos_loc": 0.20924706908408552, "loss_mask": 0.2943331291899085, "loss_maskiou": 0.006683157283987384, "loss_sem_seg": 0.3297648672014475, "lr": 0.01, "mask_rcnn/accuracy": 0.8707684543626772, "mask_rcnn/false_negative": 0.09557249755684366, "mask_rcnn/false_positive": 0.17158311740876303, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7870901981368661, "total_loss": 1.7220004756381968} {"data_time": 0.01554853841662407, "eta_seconds": 129542.36209800746, "iteration": 103939, "loss_fcos_cls": 0.26456065801903605, "loss_fcos_ctr": 0.618080556159839, "loss_fcos_loc": 0.19660595222376287, "loss_mask": 0.26201820420101285, "loss_maskiou": 0.0062644741192343645, "loss_sem_seg": 0.27330736769363284, "lr": 0.01, "mask_rcnn/accuracy": 0.8939362386884253, "mask_rcnn/false_negative": 0.08937965321370914, "mask_rcnn/false_positive": 0.12956982167891723, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7775625288486481, "total_loss": 1.639156633510538} {"data_time": 0.016218947246670723, "eta_seconds": 129532.73490108456, "iteration": 103959, "loss_fcos_cls": 0.2698260648176074, "loss_fcos_ctr": 0.6214827811345458, "loss_fcos_loc": 0.20406875340268016, "loss_mask": 0.27976268995553255, "loss_maskiou": 0.006371313516865484, "loss_sem_seg": 0.28872026479803026, "lr": 0.01, "mask_rcnn/accuracy": 0.8816149666833947, "mask_rcnn/false_negative": 0.11906043331769249, "mask_rcnn/false_positive": 0.12616879562074043, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7798254583030939, "total_loss": 1.6708592756913276} {"data_time": 0.017302347347140312, "eta_seconds": 129446.98279543407, "iteration": 103979, "loss_fcos_cls": 0.2737854728475213, "loss_fcos_ctr": 0.6232239305973053, "loss_fcos_loc": 0.20742463343776762, "loss_mask": 0.26746383775025606, "loss_maskiou": 0.005860212811967358, "loss_sem_seg": 0.32876368798315525, "lr": 0.01, "mask_rcnn/accuracy": 0.888701270419476, "mask_rcnn/false_negative": 0.09491345866205317, "mask_rcnn/false_positive": 0.13409250391641406, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7586703104898334, "total_loss": 1.6871518268453656} {"data_time": 0.015585319139063358, "eta_seconds": 129430.4557322627, "iteration": 103999, "loss_fcos_cls": 0.2702967911027372, "loss_fcos_ctr": 0.6225565280765295, "loss_fcos_loc": 0.20589026977540925, "loss_mask": 0.27432254049926996, "loss_maskiou": 0.006766454534954391, "loss_sem_seg": 0.25758955581113696, "lr": 0.01, "mask_rcnn/accuracy": 0.8868006685432794, "mask_rcnn/false_negative": 0.08779309867917157, "mask_rcnn/false_positive": 0.14675012874115356, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7854820983484387, "total_loss": 1.6528802105094655} {"data_time": 0.016698317602276802, "eta_seconds": 129411.28461674787, "iteration": 104019, "loss_fcos_cls": 0.26252417732030153, "loss_fcos_ctr": 0.6194107728078961, "loss_fcos_loc": 0.19548950367607176, "loss_mask": 0.27420311979949474, "loss_maskiou": 0.005947957310127094, "loss_sem_seg": 0.29426058614626527, "lr": 0.01, "mask_rcnn/accuracy": 0.886106781507529, "mask_rcnn/false_negative": 0.09057829025624949, "mask_rcnn/false_positive": 0.1494472214599063, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7804456241428852, "total_loss": 1.6563560985523509} {"data_time": 0.017223792150616646, "eta_seconds": 129346.57478183042, "iteration": 104039, "loss_fcos_cls": 0.2699951498070732, "loss_fcos_ctr": 0.6216798089444637, "loss_fcos_loc": 0.20707010722253472, "loss_mask": 0.27685279306024313, "loss_maskiou": 0.006749605527147651, "loss_sem_seg": 0.2899310626089573, "lr": 0.01, "mask_rcnn/accuracy": 0.8884125330212568, "mask_rcnn/false_negative": 0.10480479348271832, "mask_rcnn/false_positive": 0.12752490782458847, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7725039580836892, "total_loss": 1.664924991709995} {"data_time": 0.01670890673995018, "eta_seconds": 129351.3110461859, "iteration": 104059, "loss_fcos_cls": 0.26765277271624655, "loss_fcos_ctr": 0.6205440917983651, "loss_fcos_loc": 0.20213062141556293, "loss_mask": 0.28825908806174994, "loss_maskiou": 0.006456866771259229, "loss_sem_seg": 0.3095319578424096, "lr": 0.01, "mask_rcnn/accuracy": 0.8750053146258503, "mask_rcnn/false_negative": 0.10564958740223321, "mask_rcnn/false_positive": 0.1146649646526473, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.782793334685266, "total_loss": 1.6893027476762654} {"data_time": 0.017178514041006565, "eta_seconds": 129420.57060345914, "iteration": 104079, "loss_fcos_cls": 0.26881348341703415, "loss_fcos_ctr": 0.6195907916408032, "loss_fcos_loc": 0.19922237319406122, "loss_mask": 0.26720840483903885, "loss_maskiou": 0.006466984112194041, "loss_sem_seg": 0.2850269926711917, "lr": 0.01, "mask_rcnn/accuracy": 0.8832767997308814, "mask_rcnn/false_negative": 0.07663077755373182, "mask_rcnn/false_positive": 0.12842925596440316, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7882963875308633, "total_loss": 1.6384266439272324} {"data_time": 0.015975624322891235, "eta_seconds": 129376.25978428777, "iteration": 104099, "loss_fcos_cls": 0.2653153582941741, "loss_fcos_ctr": 0.6196091864258051, "loss_fcos_loc": 0.20304230973124504, "loss_mask": 0.271507466211915, "loss_maskiou": 0.005902559758396819, "loss_sem_seg": 0.2676357883028686, "lr": 0.01, "mask_rcnn/accuracy": 0.8796669143166009, "mask_rcnn/false_negative": 0.10032136512624878, "mask_rcnn/false_positive": 0.15932807450575434, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.5, "time": 0.7798273786902428, "total_loss": 1.6300169263704447} {"data_time": 0.015120882540941238, "eta_seconds": 129337.82445045747, "iteration": 104119, "loss_fcos_cls": 0.25742973713204265, "loss_fcos_ctr": 0.618478580377996, "loss_fcos_loc": 0.1928750349325128, "loss_mask": 0.27253742050379515, "loss_maskiou": 0.0062186751383706, "loss_sem_seg": 0.30285210814327, "lr": 0.01, "mask_rcnn/accuracy": 0.8785946196660482, "mask_rcnn/false_negative": 0.10506302109178545, "mask_rcnn/false_positive": 0.1419264903174487, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7664000699296594, "total_loss": 1.6595239268790465} {"data_time": 0.016440587118268013, "eta_seconds": 129294.5577017963, "iteration": 104139, "loss_fcos_cls": 0.26885457430034876, "loss_fcos_ctr": 0.6214885525405407, "loss_fcos_loc": 0.1950451524462551, "loss_mask": 0.27753125317394733, "loss_maskiou": 0.00694352708524093, "loss_sem_seg": 0.2812473503872752, "lr": 0.01, "mask_rcnn/accuracy": 0.8674637023006859, "mask_rcnn/false_negative": 0.10722300032229307, "mask_rcnn/false_positive": 0.1569933647712653, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.7714689709246159, "total_loss": 1.6722589620330837} {"data_time": 0.015078828670084476, "eta_seconds": 129305.7042372888, "iteration": 104159, "loss_fcos_cls": 0.26874647196382284, "loss_fcos_ctr": 0.6264524254947901, "loss_fcos_loc": 0.2103483439423144, "loss_mask": 0.2814200511202216, "loss_maskiou": 0.006669059413979994, "loss_sem_seg": 0.29973141103982925, "lr": 0.01, "mask_rcnn/accuracy": 0.8689157375913328, "mask_rcnn/false_negative": 0.10005245073195262, "mask_rcnn/false_positive": 0.18674657999023409, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7828255584463477, "total_loss": 1.6869107601014548} {"data_time": 0.016918381676077843, "eta_seconds": 129257.95429433789, "iteration": 104179, "loss_fcos_cls": 0.2634405051358044, "loss_fcos_ctr": 0.6227077087387443, "loss_fcos_loc": 0.20125473802909255, "loss_mask": 0.27727707009762526, "loss_maskiou": 0.005772185861133039, "loss_sem_seg": 0.3120893007144332, "lr": 0.01, "mask_rcnn/accuracy": 0.8868982968858384, "mask_rcnn/false_negative": 0.10183606484210227, "mask_rcnn/false_positive": 0.12152097318143981, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.5, "time": 0.7657274072989821, "total_loss": 1.6824172932247166} {"data_time": 0.015202806331217289, "eta_seconds": 129135.6057996992, "iteration": 104199, "loss_fcos_cls": 0.26932047749869525, "loss_fcos_ctr": 0.6215193243697286, "loss_fcos_loc": 0.206212951336056, "loss_mask": 0.28523794189095497, "loss_maskiou": 0.006874406972201541, "loss_sem_seg": 0.30415753088891506, "lr": 0.01, "mask_rcnn/accuracy": 0.8804151205936921, "mask_rcnn/false_negative": 0.10020984263448653, "mask_rcnn/false_positive": 0.13969060330727706, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.7687605991959572, "total_loss": 1.6869090039326693} {"data_time": 0.016976017504930496, "eta_seconds": 129142.67412877269, "iteration": 104219, "loss_fcos_cls": 0.2594379554502666, "loss_fcos_ctr": 0.6245585968717933, "loss_fcos_loc": 0.22026192193152383, "loss_mask": 0.27972426172345877, "loss_maskiou": 0.006321017604932422, "loss_sem_seg": 0.3003493894357234, "lr": 0.01, "mask_rcnn/accuracy": 0.8774952689409097, "mask_rcnn/false_negative": 0.10511349024607936, "mask_rcnn/false_positive": 0.12011293471558229, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.5, "time": 0.7915459517389536, "total_loss": 1.6914314458699664} {"data_time": 0.018206436187028885, "eta_seconds": 129127.09421622194, "iteration": 104239, "loss_fcos_cls": 0.2851426610723138, "loss_fcos_ctr": 0.6240815517958254, "loss_fcos_loc": 0.21536480821669102, "loss_mask": 0.29864698089659214, "loss_maskiou": 0.006810938357375562, "loss_sem_seg": 0.2840331238694489, "lr": 0.01, "mask_rcnn/accuracy": 0.8832705948232951, "mask_rcnn/false_negative": 0.11201686432492017, "mask_rcnn/false_positive": 0.14397620611177453, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7707494916394353, "total_loss": 1.6978058797540143} {"data_time": 0.0167055306956172, "eta_seconds": 129111.5143036712, "iteration": 104259, "loss_fcos_cls": 0.2593921304214746, "loss_fcos_ctr": 0.6207515373826027, "loss_fcos_loc": 0.20430808456148952, "loss_mask": 0.28929532412439585, "loss_maskiou": 0.006857996420876589, "loss_sem_seg": 0.30858245282433927, "lr": 0.01, "mask_rcnn/accuracy": 0.8610819327731092, "mask_rcnn/false_negative": 0.10600801170011288, "mask_rcnn/false_positive": 0.1811631192537413, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.25, "time": 0.7706391923129559, "total_loss": 1.698720510390558} {"data_time": 0.0170025322586298, "eta_seconds": 129049.85194966942, "iteration": 104279, "loss_fcos_cls": 0.2775236100424081, "loss_fcos_ctr": 0.620865291915834, "loss_fcos_loc": 0.19497804227285087, "loss_mask": 0.2730518449097872, "loss_maskiou": 0.0069988748437026516, "loss_sem_seg": 0.2813146284315735, "lr": 0.01, "mask_rcnn/accuracy": 0.8759759585652442, "mask_rcnn/false_negative": 0.09493829850128231, "mask_rcnn/false_positive": 0.14387233840796815, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7792312894016504, "total_loss": 1.640319444675697} {"data_time": 0.016361234709620476, "eta_seconds": 129034.2775985673, "iteration": 104299, "loss_fcos_cls": 0.25985984317958355, "loss_fcos_ctr": 0.6199403516948223, "loss_fcos_loc": 0.20371478365268558, "loss_mask": 0.2750880839303136, "loss_maskiou": 0.006860285211587325, "loss_sem_seg": 0.27473323745653033, "lr": 0.01, "mask_rcnn/accuracy": 0.8702241834233694, "mask_rcnn/false_negative": 0.11284044725852072, "mask_rcnn/false_positive": 0.14128139583363264, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 39.5, "time": 0.7766015892848372, "total_loss": 1.6169978471152717} {"data_time": 0.020374231971800327, "eta_seconds": 128978.64895316307, "iteration": 104319, "loss_fcos_cls": 0.2685486664995551, "loss_fcos_ctr": 0.6193567933514714, "loss_fcos_loc": 0.20626758504658937, "loss_mask": 0.28273764811456203, "loss_maskiou": 0.006517016088764649, "loss_sem_seg": 0.29037832049652934, "lr": 0.01, "mask_rcnn/accuracy": 0.8719479317150589, "mask_rcnn/false_negative": 0.08056917624936719, "mask_rcnn/false_positive": 0.15442721753139896, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 25.5, "time": 0.7765726940706372, "total_loss": 1.6667079684066266} {"data_time": 0.015460378490388393, "eta_seconds": 128970.03069508821, "iteration": 104339, "loss_fcos_cls": 0.2643838438671082, "loss_fcos_ctr": 0.6234111795201898, "loss_fcos_loc": 0.20926545793190598, "loss_mask": 0.28815167862921953, "loss_maskiou": 0.006878120466353721, "loss_sem_seg": 0.29010154074057937, "lr": 0.01, "mask_rcnn/accuracy": 0.878059838065661, "mask_rcnn/false_negative": 0.09893449103488887, "mask_rcnn/false_positive": 0.1504436022402818, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7907328391447663, "total_loss": 1.6840529750370479} {"data_time": 0.014516777358949184, "eta_seconds": 128941.71170927491, "iteration": 104359, "loss_fcos_cls": 0.2722433290909976, "loss_fcos_ctr": 0.621180834248662, "loss_fcos_loc": 0.19504102622158825, "loss_mask": 0.2739975620061159, "loss_maskiou": 0.006321624430711381, "loss_sem_seg": 0.3025008705444634, "lr": 0.01, "mask_rcnn/accuracy": 0.8656406375812048, "mask_rcnn/false_negative": 0.09513608858832107, "mask_rcnn/false_positive": 0.1604613469276343, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7834804868325591, "total_loss": 1.6810475792299258} {"data_time": 0.016053796745836735, "eta_seconds": 128931.9404051872, "iteration": 104379, "loss_fcos_cls": 0.2783332820981741, "loss_fcos_ctr": 0.6247098790481687, "loss_fcos_loc": 0.21694719704100862, "loss_mask": 0.28894153237342834, "loss_maskiou": 0.006654922268353403, "loss_sem_seg": 0.3012229457963258, "lr": 0.01, "mask_rcnn/accuracy": 0.8603749216469211, "mask_rcnn/false_negative": 0.09585803378307656, "mask_rcnn/false_positive": 0.1594867243723016, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.0, "time": 0.7875265730544925, "total_loss": 1.732064438139787} {"data_time": 0.0157229695469141, "eta_seconds": 128916.37088919524, "iteration": 104399, "loss_fcos_cls": 0.25770460441708565, "loss_fcos_ctr": 0.6227169306948781, "loss_fcos_loc": 0.20515318680554628, "loss_mask": 0.2801214065402746, "loss_maskiou": 0.00610127008985728, "loss_sem_seg": 0.29133255034685135, "lr": 0.01, "mask_rcnn/accuracy": 0.8670154993815709, "mask_rcnn/false_negative": 0.0993406996564195, "mask_rcnn/false_positive": 0.15593079863894244, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7876770161092281, "total_loss": 1.6744458087487146} {"data_time": 0.01582555379718542, "eta_seconds": 128907.7492742613, "iteration": 104419, "loss_fcos_cls": 0.2751374742947519, "loss_fcos_ctr": 0.618585632648319, "loss_fcos_loc": 0.1944636789849028, "loss_mask": 0.28460249956697226, "loss_maskiou": 0.006926645102794282, "loss_sem_seg": 0.28277674061246216, "lr": 0.01, "mask_rcnn/accuracy": 0.874458274689186, "mask_rcnn/false_negative": 0.10559235217410558, "mask_rcnn/false_positive": 0.11934781619115044, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.25, "time": 0.7917774058878422, "total_loss": 1.681349217920797} {"data_time": 0.018004591576755047, "eta_seconds": 128885.00242145453, "iteration": 104439, "loss_fcos_cls": 0.27643233677372336, "loss_fcos_ctr": 0.6185334837064147, "loss_fcos_loc": 0.20327144442126155, "loss_mask": 0.27758636930957437, "loss_maskiou": 0.006792011976358481, "loss_sem_seg": 0.3473080680705607, "lr": 0.01, "mask_rcnn/accuracy": 0.8871367865327949, "mask_rcnn/false_negative": 0.09792137831888811, "mask_rcnn/false_positive": 0.12067706186040317, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.0, "time": 0.7782943286001682, "total_loss": 1.719362055446254} {"data_time": 0.016437549144029617, "eta_seconds": 128868.05232228898, "iteration": 104459, "loss_fcos_cls": 0.25458646460901946, "loss_fcos_ctr": 0.617933290079236, "loss_fcos_loc": 0.19163740670774132, "loss_mask": 0.27443890552967787, "loss_maskiou": 0.006270637954003178, "loss_sem_seg": 0.30499910842627287, "lr": 0.01, "mask_rcnn/accuracy": 0.8945539070891515, "mask_rcnn/false_negative": 0.09055097441568383, "mask_rcnn/false_positive": 0.13215364288299727, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7740910984575748, "total_loss": 1.654022371138126} {"data_time": 0.015307259745895863, "eta_seconds": 128829.32005849015, "iteration": 104479, "loss_fcos_cls": 0.2648142867255956, "loss_fcos_ctr": 0.6225268756970763, "loss_fcos_loc": 0.20595211256295443, "loss_mask": 0.281286193523556, "loss_maskiou": 0.006583996073459275, "loss_sem_seg": 0.3086810754612088, "lr": 0.01, "mask_rcnn/accuracy": 0.8753498266109125, "mask_rcnn/false_negative": 0.09943340584825003, "mask_rcnn/false_positive": 0.12418009875792457, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 23.5, "time": 0.7631020592525601, "total_loss": 1.695639986632159} {"data_time": 0.015333015471696854, "eta_seconds": 128758.55307950824, "iteration": 104499, "loss_fcos_cls": 0.2741117598488927, "loss_fcos_ctr": 0.6229288056492805, "loss_fcos_loc": 0.2092137208674103, "loss_mask": 0.2844653083011508, "loss_maskiou": 0.007370671271928586, "loss_sem_seg": 0.28414176357910037, "lr": 0.01, "mask_rcnn/accuracy": 0.8667034832622107, "mask_rcnn/false_negative": 0.12480732863542601, "mask_rcnn/false_positive": 0.13037610727461313, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.7802626537159085, "total_loss": 1.6885193761336268} {"data_time": 0.016549485735595226, "eta_seconds": 128642.13358163182, "iteration": 104519, "loss_fcos_cls": 0.2641842553857714, "loss_fcos_ctr": 0.6195773556828499, "loss_fcos_loc": 0.20235641580075026, "loss_mask": 0.27483338210731745, "loss_maskiou": 0.006523346848553047, "loss_sem_seg": 0.2886700085364282, "lr": 0.01, "mask_rcnn/accuracy": 0.8930506849141642, "mask_rcnn/false_negative": 0.0776360977066493, "mask_rcnn/false_positive": 0.1449200306035689, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.75, "time": 0.7648066049441695, "total_loss": 1.6928178124653641} {"data_time": 0.01509764976799488, "eta_seconds": 128665.933191658, "iteration": 104539, "loss_fcos_cls": 0.2654168049339205, "loss_fcos_ctr": 0.6218913784250617, "loss_fcos_loc": 0.20676399918738753, "loss_mask": 0.29603056237101555, "loss_maskiou": 0.0066865713451988995, "loss_sem_seg": 0.2985666897147894, "lr": 0.01, "mask_rcnn/accuracy": 0.8650592828224407, "mask_rcnn/false_negative": 0.11081304239429654, "mask_rcnn/false_positive": 0.1556840969374963, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.75, "time": 0.7823464907705784, "total_loss": 1.6898575744125992} {"data_time": 0.018711085431277752, "eta_seconds": 128678.14903377928, "iteration": 104559, "loss_fcos_cls": 0.26739416108466685, "loss_fcos_ctr": 0.6243758508935571, "loss_fcos_loc": 0.21133741363883018, "loss_mask": 0.27450667321681976, "loss_maskiou": 0.005940960869338596, "loss_sem_seg": 0.3021863454487175, "lr": 0.01, "mask_rcnn/accuracy": 0.872189368171511, "mask_rcnn/false_negative": 0.1074199569194433, "mask_rcnn/false_positive": 0.15829415748563758, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.7790899025276303, "total_loss": 1.691062150279322} {"data_time": 0.016481319442391396, "eta_seconds": 128761.88867294881, "iteration": 104579, "loss_fcos_cls": 0.271832991624251, "loss_fcos_ctr": 0.6223486778326333, "loss_fcos_loc": 0.20592673122882843, "loss_mask": 0.2856799615547061, "loss_maskiou": 0.006642245716648176, "loss_sem_seg": 0.30978362751193345, "lr": 0.01, "mask_rcnn/accuracy": 0.8649561050432966, "mask_rcnn/false_negative": 0.10982840898296695, "mask_rcnn/false_positive": 0.16730665741850853, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7814668584614992, "total_loss": 1.713218921184307} {"data_time": 0.015997697599232197, "eta_seconds": 128746.32089271862, "iteration": 104599, "loss_fcos_cls": 0.268603827804327, "loss_fcos_ctr": 0.6241277046501637, "loss_fcos_loc": 0.2008784987265244, "loss_mask": 0.26514271972700953, "loss_maskiou": 0.006210896659467835, "loss_sem_seg": 0.2988355718553066, "lr": 0.01, "mask_rcnn/accuracy": 0.8846690888342883, "mask_rcnn/false_negative": 0.09842224965298138, "mask_rcnn/false_positive": 0.1251874003519948, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.0, "time": 0.7797570982947946, "total_loss": 1.6648252724844497} {"data_time": 0.015660380944609642, "eta_seconds": 128741.39240929205, "iteration": 104619, "loss_fcos_cls": 0.2503721253015101, "loss_fcos_ctr": 0.6229084143415093, "loss_fcos_loc": 0.20777954440563917, "loss_mask": 0.27944130916148424, "loss_maskiou": 0.006891301920404658, "loss_sem_seg": 0.2746232736390084, "lr": 0.01, "mask_rcnn/accuracy": 0.8806712372448979, "mask_rcnn/false_negative": 0.10042860038486015, "mask_rcnn/false_positive": 0.14089965182443015, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.75, "time": 0.7833199538290501, "total_loss": 1.6728512086847331} {"data_time": 0.017137044109404087, "eta_seconds": 128736.47536698729, "iteration": 104639, "loss_fcos_cls": 0.24948304193094373, "loss_fcos_ctr": 0.6219593100249767, "loss_fcos_loc": 0.20050665142480284, "loss_mask": 0.2713712705299258, "loss_maskiou": 0.006710885816573864, "loss_sem_seg": 0.2943179551512003, "lr": 0.01, "mask_rcnn/accuracy": 0.8865439107306982, "mask_rcnn/false_negative": 0.10072738754678456, "mask_rcnn/false_positive": 0.1197629432773509, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7747806571424007, "total_loss": 1.6512808758525352} {"data_time": 0.015325691550970078, "eta_seconds": 128741.14213435166, "iteration": 104659, "loss_fcos_cls": 0.2649099240079522, "loss_fcos_ctr": 0.6203742143698037, "loss_fcos_loc": 0.1959610495250672, "loss_mask": 0.2741568312048912, "loss_maskiou": 0.006218510621692985, "loss_sem_seg": 0.2807740152347833, "lr": 0.01, "mask_rcnn/accuracy": 0.8759575745577501, "mask_rcnn/false_negative": 0.09748764757294245, "mask_rcnn/false_positive": 0.15677515566729971, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.781559519469738, "total_loss": 1.6252553661033744} {"data_time": 0.01650335267186165, "eta_seconds": 128798.03767939657, "iteration": 104679, "loss_fcos_cls": 0.26859600376337767, "loss_fcos_ctr": 0.6201917408034205, "loss_fcos_loc": 0.19741510855965316, "loss_mask": 0.27746760472655296, "loss_maskiou": 0.006505784520413727, "loss_sem_seg": 0.27535774698480964, "lr": 0.01, "mask_rcnn/accuracy": 0.8922960057524356, "mask_rcnn/false_negative": 0.08204238884312573, "mask_rcnn/false_positive": 0.14518263432635556, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7902509076520801, "total_loss": 1.6547508387739072} {"data_time": 0.017094668000936508, "eta_seconds": 128708.87362734228, "iteration": 104699, "loss_fcos_cls": 0.26238616509363055, "loss_fcos_ctr": 0.6237044278532267, "loss_fcos_loc": 0.20264684117864817, "loss_mask": 0.2766845468431711, "loss_maskiou": 0.006238430913072079, "loss_sem_seg": 0.27448645140975714, "lr": 0.01, "mask_rcnn/accuracy": 0.8656320861678004, "mask_rcnn/false_negative": 0.09012762708291336, "mask_rcnn/false_positive": 0.18528979074226976, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.25, "time": 0.7593308705836535, "total_loss": 1.6466962502308888} {"data_time": 0.016480025835335255, "eta_seconds": 128704.44102277886, "iteration": 104719, "loss_fcos_cls": 0.26356691343244165, "loss_fcos_ctr": 0.6228276453912258, "loss_fcos_loc": 0.20479175145737827, "loss_mask": 0.2770836027339101, "loss_maskiou": 0.0062631756300106645, "loss_sem_seg": 0.2659843822475523, "lr": 0.01, "mask_rcnn/accuracy": 0.8812693688586546, "mask_rcnn/false_negative": 0.10001664523839149, "mask_rcnn/false_positive": 0.15173746312056394, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7993571236729622, "total_loss": 1.6507868134067394} {"data_time": 0.01619290839880705, "eta_seconds": 128678.85092182271, "iteration": 104739, "loss_fcos_cls": 0.2778179997112602, "loss_fcos_ctr": 0.6222827788442373, "loss_fcos_loc": 0.21424872055649757, "loss_mask": 0.2825551498681307, "loss_maskiou": 0.006144587590824813, "loss_sem_seg": 0.28777402825653553, "lr": 0.01, "mask_rcnn/accuracy": 0.8752261145316074, "mask_rcnn/false_negative": 0.09281407282316814, "mask_rcnn/false_positive": 0.15196922122837858, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7699742577970028, "total_loss": 1.696662700996967} {"data_time": 0.016318008303642273, "eta_seconds": 128673.29299220722, "iteration": 104759, "loss_fcos_cls": 0.2685258009005338, "loss_fcos_ctr": 0.6236903662793338, "loss_fcos_loc": 0.20322130876593292, "loss_mask": 0.2766383099369705, "loss_maskiou": 0.006380953956977464, "loss_sem_seg": 0.3083680272102356, "lr": 0.01, "mask_rcnn/accuracy": 0.8842454724658458, "mask_rcnn/false_negative": 0.0914781361028673, "mask_rcnn/false_positive": 0.13694756033955696, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7907919241115451, "total_loss": 1.6967355381930247} {"data_time": 0.017292708158493042, "eta_seconds": 128724.6217199862, "iteration": 104779, "loss_fcos_cls": 0.26171185611747205, "loss_fcos_ctr": 0.6205414878204465, "loss_fcos_loc": 0.1993276635184884, "loss_mask": 0.2802763506770134, "loss_maskiou": 0.00621471391787054, "loss_sem_seg": 0.2760715293698013, "lr": 0.01, "mask_rcnn/accuracy": 0.8765317741469058, "mask_rcnn/false_negative": 0.0981442623581584, "mask_rcnn/false_positive": 0.13943594159182526, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.8062097700312734, "total_loss": 1.6752031378055108} {"data_time": 0.017771623097360134, "eta_seconds": 128713.54941621423, "iteration": 104799, "loss_fcos_cls": 0.26950064761331305, "loss_fcos_ctr": 0.6182815795764327, "loss_fcos_loc": 0.20148621231783181, "loss_mask": 0.2669944567605853, "loss_maskiou": 0.0062955477042123675, "loss_sem_seg": 0.28467004001140594, "lr": 0.01, "mask_rcnn/accuracy": 0.8851386325383012, "mask_rcnn/false_negative": 0.07547039968144349, "mask_rcnn/false_positive": 0.18609464324652358, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.8018644787371159, "total_loss": 1.6554482740175445} {"data_time": 0.016929793171584606, "eta_seconds": 128660.48288309947, "iteration": 104819, "loss_fcos_cls": 0.26987785613164306, "loss_fcos_ctr": 0.6214904021471739, "loss_fcos_loc": 0.20822911598952487, "loss_mask": 0.27943066135048866, "loss_maskiou": 0.0067614696599775925, "loss_sem_seg": 0.3073548814281821, "lr": 0.01, "mask_rcnn/accuracy": 0.8705909863945578, "mask_rcnn/false_negative": 0.09105950295856903, "mask_rcnn/false_positive": 0.1657568662004773, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7617082390934229, "total_loss": 1.6648018950290862} {"data_time": 0.015406234189867973, "eta_seconds": 128600.98690616153, "iteration": 104839, "loss_fcos_cls": 0.26807805080898106, "loss_fcos_ctr": 0.623634216375649, "loss_fcos_loc": 0.20621455600485206, "loss_mask": 0.2808218072168529, "loss_maskiou": 0.006885285954922438, "loss_sem_seg": 0.30344249680638313, "lr": 0.01, "mask_rcnn/accuracy": 0.8789859693877551, "mask_rcnn/false_negative": 0.10913780667801376, "mask_rcnn/false_positive": 0.16079811845965128, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7628482347354293, "total_loss": 1.6867523070905008} {"data_time": 0.014445016160607338, "eta_seconds": 128560.11546268221, "iteration": 104859, "loss_fcos_cls": 0.2609463785775006, "loss_fcos_ctr": 0.6190166240558028, "loss_fcos_loc": 0.20826976420357823, "loss_mask": 0.2842071312479675, "loss_maskiou": 0.006866925141366664, "loss_sem_seg": 0.3253717366605997, "lr": 0.01, "mask_rcnn/accuracy": 0.8640076855238383, "mask_rcnn/false_negative": 0.11432569830416128, "mask_rcnn/false_positive": 0.18891167977087797, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.0, "time": 0.7667594878003001, "total_loss": 1.6860822300004656} {"data_time": 0.016302420757710934, "eta_seconds": 128549.63110450655, "iteration": 104879, "loss_fcos_cls": 0.2642708180937916, "loss_fcos_ctr": 0.6221349965780973, "loss_fcos_loc": 0.20502651948481798, "loss_mask": 0.2862328765913844, "loss_maskiou": 0.006929707393283024, "loss_sem_seg": 0.30161431105807424, "lr": 0.01, "mask_rcnn/accuracy": 0.8691737743077028, "mask_rcnn/false_negative": 0.09896472853749691, "mask_rcnn/false_positive": 0.14467581271073482, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7928034914657474, "total_loss": 1.7077488591894507} {"data_time": 0.016213547438383102, "eta_seconds": 128545.03614768293, "iteration": 104899, "loss_fcos_cls": 0.25521647091954947, "loss_fcos_ctr": 0.6245984975248575, "loss_fcos_loc": 0.21100505266804248, "loss_mask": 0.29461455903947353, "loss_maskiou": 0.0059225848817732185, "loss_sem_seg": 0.2902630469761789, "lr": 0.01, "mask_rcnn/accuracy": 0.8595923549832305, "mask_rcnn/false_negative": 0.0974106181024469, "mask_rcnn/false_positive": 0.1693803188498537, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7869339482858777, "total_loss": 1.6990150821802672} {"data_time": 0.01824069581925869, "eta_seconds": 128513.4062449364, "iteration": 104919, "loss_fcos_cls": 0.27246523974463344, "loss_fcos_ctr": 0.6242730529047549, "loss_fcos_loc": 0.2100704888580367, "loss_mask": 0.2870717141777277, "loss_maskiou": 0.006619495434279088, "loss_sem_seg": 0.29807191248983145, "lr": 0.01, "mask_rcnn/accuracy": 0.8729119812481955, "mask_rcnn/false_negative": 0.1084884941598521, "mask_rcnn/false_positive": 0.1349647755528786, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.0, "time": 0.786866039969027, "total_loss": 1.7013180325884605} {"data_time": 0.01908733230084181, "eta_seconds": 128497.8365056878, "iteration": 104939, "loss_fcos_cls": 0.2716575951781124, "loss_fcos_ctr": 0.6233794083818793, "loss_fcos_loc": 0.21136995777487755, "loss_mask": 0.271156782284379, "loss_maskiou": 0.0061363065033219755, "loss_sem_seg": 0.2990144193172455, "lr": 0.01, "mask_rcnn/accuracy": 0.8590436446317657, "mask_rcnn/false_negative": 0.11448153380724051, "mask_rcnn/false_positive": 0.1853947197889108, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.75, "time": 0.7741428380832076, "total_loss": 1.6871202586917207} {"data_time": 0.015530062839388847, "eta_seconds": 128476.90502577275, "iteration": 104959, "loss_fcos_cls": 0.2675852191168815, "loss_fcos_ctr": 0.621471700258553, "loss_fcos_loc": 0.20229519810527563, "loss_mask": 0.2890009395778179, "loss_maskiou": 0.006970021539018489, "loss_sem_seg": 0.28754898393526673, "lr": 0.01, "mask_rcnn/accuracy": 0.8703166592724046, "mask_rcnn/false_negative": 0.11349884842831878, "mask_rcnn/false_positive": 0.16796619986975464, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.75, "time": 0.7738247355446219, "total_loss": 1.6853210552217206} {"data_time": 0.017662989906966686, "eta_seconds": 128501.9788240632, "iteration": 104979, "loss_fcos_cls": 0.27135959442239255, "loss_fcos_ctr": 0.6226108996197581, "loss_fcos_loc": 0.20652032550424337, "loss_mask": 0.2789364317432046, "loss_maskiou": 0.006568184951902367, "loss_sem_seg": 0.2823156635276973, "lr": 0.01, "mask_rcnn/accuracy": 0.8673226633228479, "mask_rcnn/false_negative": 0.09058016163019027, "mask_rcnn/false_positive": 0.14117814790257097, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 31.5, "time": 0.800412037409842, "total_loss": 1.69870073650236} {"data_time": 0.015368754975497723, "eta_seconds": 128476.40448110364, "iteration": 104999, "loss_fcos_cls": 0.25525740277953446, "loss_fcos_ctr": 0.6242364756762981, "loss_fcos_loc": 0.21237917261896655, "loss_mask": 0.27659007254987955, "loss_maskiou": 0.006106624423409812, "loss_sem_seg": 0.25378465838730335, "lr": 0.01, "mask_rcnn/accuracy": 0.8899749861266588, "mask_rcnn/false_negative": 0.09750069210955102, "mask_rcnn/false_positive": 0.10969549235778545, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.75, "time": 0.7766916118562222, "total_loss": 1.627223979550763} {"data_time": 0.01554570347070694, "eta_seconds": 128440.63861805946, "iteration": 105019, "loss_fcos_cls": 0.2754338248632848, "loss_fcos_ctr": 0.6229559360072017, "loss_fcos_loc": 0.2116786615224555, "loss_mask": 0.2774452716112137, "loss_maskiou": 0.006553412400535308, "loss_sem_seg": 0.31142865726724267, "lr": 0.01, "mask_rcnn/accuracy": 0.8715049741701192, "mask_rcnn/false_negative": 0.09279173116832312, "mask_rcnn/false_positive": 0.1402748698235266, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7709406055510044, "total_loss": 1.7216479975613765} {"data_time": 0.016247590072453022, "eta_seconds": 128425.06826285273, "iteration": 105039, "loss_fcos_cls": 0.27687161159701645, "loss_fcos_ctr": 0.6217065444216132, "loss_fcos_loc": 0.2070320495404303, "loss_mask": 0.2765344921499491, "loss_maskiou": 0.006419434328563511, "loss_sem_seg": 0.3267915667966008, "lr": 0.01, "mask_rcnn/accuracy": 0.870813220272157, "mask_rcnn/false_negative": 0.09790243944981555, "mask_rcnn/false_positive": 0.15814043750891482, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7720485283061862, "total_loss": 1.729121549455158} {"data_time": 0.016094809398055077, "eta_seconds": 128404.41807019617, "iteration": 105059, "loss_fcos_cls": 0.28506843792274594, "loss_fcos_ctr": 0.6238770778290927, "loss_fcos_loc": 0.21976295858621597, "loss_mask": 0.29266808833926916, "loss_maskiou": 0.006868989730719477, "loss_sem_seg": 0.33672647178173065, "lr": 0.01, "mask_rcnn/accuracy": 0.8634056122448979, "mask_rcnn/false_negative": 0.08072473196598477, "mask_rcnn/false_positive": 0.17754690530974082, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7823671707883477, "total_loss": 1.7318380925862584} {"data_time": 0.01671753078699112, "eta_seconds": 128388.84833094757, "iteration": 105079, "loss_fcos_cls": 0.2743431464768946, "loss_fcos_ctr": 0.6211707778275013, "loss_fcos_loc": 0.2051978610106744, "loss_mask": 0.2866688212379813, "loss_maskiou": 0.006389615169609897, "loss_sem_seg": 0.3155770101584494, "lr": 0.01, "mask_rcnn/accuracy": 0.8793382546663153, "mask_rcnn/false_negative": 0.10577664280698902, "mask_rcnn/false_positive": 0.13522909596771737, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7859074249863625, "total_loss": 1.6967492478870554} {"data_time": 0.018903070129454136, "eta_seconds": 128378.35719723254, "iteration": 105099, "loss_fcos_cls": 0.27950265258550644, "loss_fcos_ctr": 0.6194521468132734, "loss_fcos_loc": 0.20693010126706213, "loss_mask": 0.2789694117382169, "loss_maskiou": 0.006756695918738842, "loss_sem_seg": 0.31091597210615873, "lr": 0.01, "mask_rcnn/accuracy": 0.8651059638406831, "mask_rcnn/false_negative": 0.10500287626962385, "mask_rcnn/false_positive": 0.15219687315836083, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.0, "time": 0.800899631343782, "total_loss": 1.7056169707793742} {"data_time": 0.016274139285087585, "eta_seconds": 128381.84761465341, "iteration": 105119, "loss_fcos_cls": 0.2788768317550421, "loss_fcos_ctr": 0.6181812370195985, "loss_fcos_loc": 0.20033011701889336, "loss_mask": 0.2718332791700959, "loss_maskiou": 0.00632233244687086, "loss_sem_seg": 0.3205899023450911, "lr": 0.01, "mask_rcnn/accuracy": 0.868792726450186, "mask_rcnn/false_negative": 0.09798937834195151, "mask_rcnn/false_positive": 0.16760204869405182, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.7821640912443399, "total_loss": 1.6941137909598183} {"data_time": 0.01618393510580063, "eta_seconds": 128377.38670177665, "iteration": 105139, "loss_fcos_cls": 0.2768013346940279, "loss_fcos_ctr": 0.6209673210978508, "loss_fcos_loc": 0.20847973856143653, "loss_mask": 0.28123708441853523, "loss_maskiou": 0.00677562429336831, "loss_sem_seg": 0.2903788681142032, "lr": 0.01, "mask_rcnn/accuracy": 0.8614771852137082, "mask_rcnn/false_negative": 0.1120427233811756, "mask_rcnn/false_positive": 0.17896265082879156, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7743220906704664, "total_loss": 1.6893699903594097} {"data_time": 0.016334514133632183, "eta_seconds": 128350.70228011161, "iteration": 105159, "loss_fcos_cls": 0.26115879882127047, "loss_fcos_ctr": 0.6219700975343585, "loss_fcos_loc": 0.20362258364912122, "loss_mask": 0.2769896727986634, "loss_maskiou": 0.006550042606249917, "loss_sem_seg": 0.286536808591336, "lr": 0.01, "mask_rcnn/accuracy": 0.8760486039959017, "mask_rcnn/false_negative": 0.09415581035680334, "mask_rcnn/false_positive": 0.14731767947902216, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.75, "time": 0.7771907029673457, "total_loss": 1.6920025896870357} {"data_time": 0.017210323363542557, "eta_seconds": 128335.12961284071, "iteration": 105179, "loss_fcos_cls": 0.26789706136332825, "loss_fcos_ctr": 0.6205144431442022, "loss_fcos_loc": 0.20873891160590574, "loss_mask": 0.2765249186195433, "loss_maskiou": 0.0059079795428260695, "loss_sem_seg": 0.3025633213110268, "lr": 0.01, "mask_rcnn/accuracy": 0.8768388605442177, "mask_rcnn/false_negative": 0.10549205811584884, "mask_rcnn/false_positive": 0.16855499412041564, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.5, "time": 0.7633227938786149, "total_loss": 1.6472090422175825} {"data_time": 0.01692976336926222, "eta_seconds": 128397.4157468304, "iteration": 105199, "loss_fcos_cls": 0.2664072865154594, "loss_fcos_ctr": 0.6204964946955442, "loss_fcos_loc": 0.2002770120743662, "loss_mask": 0.27086669858545065, "loss_maskiou": 0.006007147407217417, "loss_sem_seg": 0.29163999180309474, "lr": 0.01, "mask_rcnn/accuracy": 0.8839706337080286, "mask_rcnn/false_negative": 0.09030858898801733, "mask_rcnn/false_positive": 0.1390656266292571, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7906608451157808, "total_loss": 1.6722903941335971} {"data_time": 0.016218909062445164, "eta_seconds": 128315.09064063337, "iteration": 105219, "loss_fcos_cls": 0.27438751491717994, "loss_fcos_ctr": 0.6218241211026907, "loss_fcos_loc": 0.20293980673886836, "loss_mask": 0.2886756556108594, "loss_maskiou": 0.00656183747923933, "loss_sem_seg": 0.2995032863691449, "lr": 0.01, "mask_rcnn/accuracy": 0.8593990987083092, "mask_rcnn/false_negative": 0.10825023773255689, "mask_rcnn/false_positive": 0.1746030062616886, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7660057134926319, "total_loss": 1.7096520548293483} {"data_time": 0.015601679682731628, "eta_seconds": 128366.25151463598, "iteration": 105239, "loss_fcos_cls": 0.25670686759985983, "loss_fcos_ctr": 0.6230651689693332, "loss_fcos_loc": 0.1994210697012022, "loss_mask": 0.277083863504231, "loss_maskiou": 0.006509584083687514, "loss_sem_seg": 0.29006022785324603, "lr": 0.01, "mask_rcnn/accuracy": 0.8760051574977817, "mask_rcnn/false_negative": 0.07892462813527809, "mask_rcnn/false_positive": 0.14376347136346568, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7900973558425903, "total_loss": 1.6482925376330968} {"data_time": 0.01575970370322466, "eta_seconds": 128401.7303685015, "iteration": 105259, "loss_fcos_cls": 0.2608477263711393, "loss_fcos_ctr": 0.6208760906010866, "loss_fcos_loc": 0.2107154413824901, "loss_mask": 0.2701056897640228, "loss_maskiou": 0.006666648274403997, "loss_sem_seg": 0.3005290753208101, "lr": 0.01, "mask_rcnn/accuracy": 0.8852286106750393, "mask_rcnn/false_negative": 0.10502833277977816, "mask_rcnn/false_positive": 0.12553675387690183, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 24.25, "time": 0.7831475380808115, "total_loss": 1.685472437136923} {"data_time": 0.01713720429688692, "eta_seconds": 128362.65062734578, "iteration": 105279, "loss_fcos_cls": 0.25478481326717883, "loss_fcos_ctr": 0.6195328952744603, "loss_fcos_loc": 0.19827422744128853, "loss_mask": 0.2787409210577607, "loss_maskiou": 0.005951078856014647, "loss_sem_seg": 0.2886965663637966, "lr": 0.01, "mask_rcnn/accuracy": 0.8966249595076126, "mask_rcnn/false_negative": 0.09217343876314542, "mask_rcnn/false_positive": 0.11209175288681458, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.5, "time": 0.7751958277076483, "total_loss": 1.6645233870804077} {"data_time": 0.016005728393793106, "eta_seconds": 128334.59565087035, "iteration": 105299, "loss_fcos_cls": 0.2648376985453069, "loss_fcos_ctr": 0.6209499333053827, "loss_fcos_loc": 0.2028478974243626, "loss_mask": 0.2715880451723933, "loss_maskiou": 0.006706839238177054, "loss_sem_seg": 0.32059588050469756, "lr": 0.01, "mask_rcnn/accuracy": 0.8716198979591836, "mask_rcnn/false_negative": 0.1051407080104418, "mask_rcnn/false_positive": 0.14176274842680361, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.75, "time": 0.7634296044707298, "total_loss": 1.6747824665799271} {"data_time": 0.017267794348299503, "eta_seconds": 128354.96542339306, "iteration": 105319, "loss_fcos_cls": 0.25926056946627796, "loss_fcos_ctr": 0.6223648674786091, "loss_fcos_loc": 0.20611701591406018, "loss_mask": 0.2880062870681286, "loss_maskiou": 0.006225492863450199, "loss_sem_seg": 0.33254825649783015, "lr": 0.01, "mask_rcnn/accuracy": 0.8900278293135436, "mask_rcnn/false_negative": 0.08455779258321969, "mask_rcnn/false_positive": 0.16485924552305042, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7776778973639011, "total_loss": 1.7218897951388499} {"data_time": 0.01629812177270651, "eta_seconds": 128339.37710835692, "iteration": 105339, "loss_fcos_cls": 0.2703137290664017, "loss_fcos_ctr": 0.6196714593097568, "loss_fcos_loc": 0.20467394136358052, "loss_mask": 0.2704442963004112, "loss_maskiou": 0.005663713949616067, "loss_sem_seg": 0.29085351061075926, "lr": 0.01, "mask_rcnn/accuracy": 0.8797468650863038, "mask_rcnn/false_negative": 0.1118785044384441, "mask_rcnn/false_positive": 0.12614429718050307, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7852509003132582, "total_loss": 1.664279913980863} {"data_time": 0.016901149414479733, "eta_seconds": 128287.84380516782, "iteration": 105359, "loss_fcos_cls": 0.2689121509902179, "loss_fcos_ctr": 0.6207797164097428, "loss_fcos_loc": 0.20582837611436844, "loss_mask": 0.2943203989416361, "loss_maskiou": 0.006785902252886444, "loss_sem_seg": 0.2950673419982195, "lr": 0.01, "mask_rcnn/accuracy": 0.8774159589615164, "mask_rcnn/false_negative": 0.10934846306869378, "mask_rcnn/false_positive": 0.15104415722906478, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.25, "time": 0.7705128435045481, "total_loss": 1.6923785873113957} {"data_time": 0.017147013917565346, "eta_seconds": 128272.25985660031, "iteration": 105379, "loss_fcos_cls": 0.2718015273567289, "loss_fcos_ctr": 0.6232077972963452, "loss_fcos_loc": 0.2066700457362458, "loss_mask": 0.2895216401666403, "loss_maskiou": 0.007231794887047727, "loss_sem_seg": 0.3156835825648159, "lr": 0.01, "mask_rcnn/accuracy": 0.866752218497669, "mask_rcnn/false_negative": 0.09241334587439948, "mask_rcnn/false_positive": 0.15538837735836808, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.0, "time": 0.779072810895741, "total_loss": 1.734620494011324} {"data_time": 0.015680906362831593, "eta_seconds": 128256.6759080328, "iteration": 105399, "loss_fcos_cls": 0.25837998930364847, "loss_fcos_ctr": 0.6216027825139463, "loss_fcos_loc": 0.20236554462462664, "loss_mask": 0.28155772667378187, "loss_maskiou": 0.00699847125360975, "loss_sem_seg": 0.2713994407095015, "lr": 0.01, "mask_rcnn/accuracy": 0.8814642339356911, "mask_rcnn/false_negative": 0.0952952904065495, "mask_rcnn/false_positive": 0.1401330680224572, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.0, "time": 0.7866201344877481, "total_loss": 1.6308658857815317} {"data_time": 0.01698277425020933, "eta_seconds": 128178.566031049, "iteration": 105419, "loss_fcos_cls": 0.25038903998211026, "loss_fcos_ctr": 0.6228512534871697, "loss_fcos_loc": 0.20385372918099165, "loss_mask": 0.2771191308274865, "loss_maskiou": 0.006280271125433501, "loss_sem_seg": 0.3002074300311506, "lr": 0.01, "mask_rcnn/accuracy": 0.8696310654302732, "mask_rcnn/false_negative": 0.11580959018402065, "mask_rcnn/false_positive": 0.1395939852578824, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7791118174791336, "total_loss": 1.6874606489873258} {"data_time": 0.015188158489763737, "eta_seconds": 128205.55517297052, "iteration": 105439, "loss_fcos_cls": 0.2691341408062726, "loss_fcos_ctr": 0.6246084589511156, "loss_fcos_loc": 0.20281870028702542, "loss_mask": 0.29656373243778944, "loss_maskiou": 0.007063271099468693, "loss_sem_seg": 0.297241005115211, "lr": 0.01, "mask_rcnn/accuracy": 0.8810021475396588, "mask_rcnn/false_negative": 0.10073680121450655, "mask_rcnn/false_positive": 0.12921863748936263, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.5, "time": 0.7814930696040392, "total_loss": 1.6874572863453068} {"data_time": 0.01611447799950838, "eta_seconds": 128299.13347011432, "iteration": 105459, "loss_fcos_cls": 0.26427388936281204, "loss_fcos_ctr": 0.6218676157295704, "loss_fcos_loc": 0.20342485327273607, "loss_mask": 0.27714018803089857, "loss_maskiou": 0.006190394124132581, "loss_sem_seg": 0.3029295848682523, "lr": 0.01, "mask_rcnn/accuracy": 0.8880732407652588, "mask_rcnn/false_negative": 0.0899046061536867, "mask_rcnn/false_positive": 0.1292445396230651, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 40.5, "time": 0.7876446470618248, "total_loss": 1.6927114405843895} {"data_time": 0.016530794091522694, "eta_seconds": 128271.02257592045, "iteration": 105479, "loss_fcos_cls": 0.2639901645015925, "loss_fcos_ctr": 0.6174140283837914, "loss_fcos_loc": 0.19646701670717448, "loss_mask": 0.2650363966822624, "loss_maskiou": 0.006194887173478492, "loss_sem_seg": 0.28787543857470155, "lr": 0.01, "mask_rcnn/accuracy": 0.8905607988467912, "mask_rcnn/false_negative": 0.08431601260092171, "mask_rcnn/false_positive": 0.12739807820104793, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7587768761441112, "total_loss": 1.6626226433800184} {"data_time": 0.01550190057605505, "eta_seconds": 128242.84578319453, "iteration": 105499, "loss_fcos_cls": 0.27369669266045094, "loss_fcos_ctr": 0.6202015047892928, "loss_fcos_loc": 0.1949356086552143, "loss_mask": 0.2721311431378126, "loss_maskiou": 0.0067094972473569214, "loss_sem_seg": 0.28135469974949956, "lr": 0.01, "mask_rcnn/accuracy": 0.8902390430269439, "mask_rcnn/false_negative": 0.0885961155765729, "mask_rcnn/false_positive": 0.14233486328552203, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7817793767899275, "total_loss": 1.6501234343013493} {"data_time": 0.016427258029580116, "eta_seconds": 128273.23523820005, "iteration": 105519, "loss_fcos_cls": 0.279143757885322, "loss_fcos_ctr": 0.6241841306909919, "loss_fcos_loc": 0.21005668118596077, "loss_mask": 0.2785347383469343, "loss_maskiou": 0.0067786428407998756, "loss_sem_seg": 0.304165396373719, "lr": 0.01, "mask_rcnn/accuracy": 0.8504344360695097, "mask_rcnn/false_negative": 0.13086527644754178, "mask_rcnn/false_positive": 0.1875806185729012, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7785570304840803, "total_loss": 1.7109465726680355} {"data_time": 0.016508967615664005, "eta_seconds": 128224.2427645009, "iteration": 105539, "loss_fcos_cls": 0.2809809548780322, "loss_fcos_ctr": 0.6228290786966681, "loss_fcos_loc": 0.21291140420362353, "loss_mask": 0.28700849367305636, "loss_maskiou": 0.006977381810429506, "loss_sem_seg": 0.2968625295907259, "lr": 0.01, "mask_rcnn/accuracy": 0.8532373176543344, "mask_rcnn/false_negative": 0.12501052125650194, "mask_rcnn/false_positive": 0.16242986556324657, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.75, "time": 0.7714148797094822, "total_loss": 1.7061819238879252} {"data_time": 0.015268775634467602, "eta_seconds": 128221.15951014683, "iteration": 105559, "loss_fcos_cls": 0.2732366013806313, "loss_fcos_ctr": 0.6197734260931611, "loss_fcos_loc": 0.2021374604664743, "loss_mask": 0.2770390007644892, "loss_maskiou": 0.006590575736481696, "loss_sem_seg": 0.2998395278118551, "lr": 0.01, "mask_rcnn/accuracy": 0.872553701283469, "mask_rcnn/false_negative": 0.10438590467525774, "mask_rcnn/false_positive": 0.14579479753475177, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7722367336973548, "total_loss": 1.7083760732057272} {"data_time": 0.015410407446324825, "eta_seconds": 128205.56471815333, "iteration": 105579, "loss_fcos_cls": 0.2800754993222654, "loss_fcos_ctr": 0.6182207185775042, "loss_fcos_loc": 0.20178913557901978, "loss_mask": 0.2768779471516609, "loss_maskiou": 0.006464857870014384, "loss_sem_seg": 0.2958422605879605, "lr": 0.01, "mask_rcnn/accuracy": 0.8750065513626835, "mask_rcnn/false_negative": 0.10890190042701878, "mask_rcnn/false_positive": 0.13505330198747623, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7858966356143355, "total_loss": 1.685053424385842} {"data_time": 0.01679825969040394, "eta_seconds": 128210.84591165744, "iteration": 105599, "loss_fcos_cls": 0.27036174573004246, "loss_fcos_ctr": 0.6186469960957766, "loss_fcos_loc": 0.20113901305012405, "loss_mask": 0.2836689641699195, "loss_maskiou": 0.006216060930455569, "loss_sem_seg": 0.2998258490115404, "lr": 0.01, "mask_rcnn/accuracy": 0.8925703282686701, "mask_rcnn/false_negative": 0.08532562432987909, "mask_rcnn/false_positive": 0.1356019171930599, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7946709170937538, "total_loss": 1.6808472806769714} {"data_time": 0.01680238824337721, "eta_seconds": 128195.24858002178, "iteration": 105619, "loss_fcos_cls": 0.2672658092342317, "loss_fcos_ctr": 0.6235798439010978, "loss_fcos_loc": 0.21123328479006886, "loss_mask": 0.2840434145182371, "loss_maskiou": 0.006386649853084236, "loss_sem_seg": 0.3185398792847991, "lr": 0.01, "mask_rcnn/accuracy": 0.9006304581329099, "mask_rcnn/false_negative": 0.08143850506082409, "mask_rcnn/false_positive": 0.14467053515552086, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.75, "time": 0.7844154434278607, "total_loss": 1.717937333683949} {"data_time": 0.016348548233509064, "eta_seconds": 128207.08684798144, "iteration": 105639, "loss_fcos_cls": 0.27322915475815535, "loss_fcos_ctr": 0.619402261916548, "loss_fcos_loc": 0.20387115539051592, "loss_mask": 0.2775481902062893, "loss_maskiou": 0.00582924039917998, "loss_sem_seg": 0.2774565666913986, "lr": 0.01, "mask_rcnn/accuracy": 0.8793946885549004, "mask_rcnn/false_negative": 0.08402394599242238, "mask_rcnn/false_positive": 0.1660275113857534, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.0, "time": 0.7624527718871832, "total_loss": 1.6745486082190837} {"data_time": 0.0160063449293375, "eta_seconds": 128216.57946041599, "iteration": 105659, "loss_fcos_cls": 0.26342783542349935, "loss_fcos_ctr": 0.6230005137622356, "loss_fcos_loc": 0.20409416500478983, "loss_mask": 0.27227436006069183, "loss_maskiou": 0.00554068578639999, "loss_sem_seg": 0.2825474115088582, "lr": 0.01, "mask_rcnn/accuracy": 0.8881186518386156, "mask_rcnn/false_negative": 0.09318863436330674, "mask_rcnn/false_positive": 0.1442686095936909, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.25, "time": 0.8030329905450344, "total_loss": 1.6523255600768607} {"data_time": 0.015578383579850197, "eta_seconds": 128115.08987118863, "iteration": 105679, "loss_fcos_cls": 0.26065732445567846, "loss_fcos_ctr": 0.6208176859654486, "loss_fcos_loc": 0.2016451854724437, "loss_mask": 0.28859917540103197, "loss_maskiou": 0.006990814792516176, "loss_sem_seg": 0.2766744904220104, "lr": 0.01, "mask_rcnn/accuracy": 0.8743376506187581, "mask_rcnn/false_negative": 0.1259217500902645, "mask_rcnn/false_positive": 0.12280971169959315, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7740358309820294, "total_loss": 1.6740354881621897} {"data_time": 0.015405146405100822, "eta_seconds": 128111.99596619233, "iteration": 105699, "loss_fcos_cls": 0.2829039271455258, "loss_fcos_ctr": 0.6231517097912729, "loss_fcos_loc": 0.21864936989732087, "loss_mask": 0.2852407256141305, "loss_maskiou": 0.0061822606876376085, "loss_sem_seg": 0.3001031579915434, "lr": 0.01, "mask_rcnn/accuracy": 0.8832439225690276, "mask_rcnn/false_negative": 0.0886315597168311, "mask_rcnn/false_positive": 0.17797490586279957, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.5, "time": 0.7668040478602052, "total_loss": 1.721783621556824} {"data_time": 0.016908986493945122, "eta_seconds": 128117.07939450908, "iteration": 105719, "loss_fcos_cls": 0.26801312307361513, "loss_fcos_ctr": 0.6224220595322549, "loss_fcos_loc": 0.19964201911352575, "loss_mask": 0.282855112105608, "loss_maskiou": 0.0068133933491481, "loss_sem_seg": 0.3001272398978472, "lr": 0.01, "mask_rcnn/accuracy": 0.8920645230428237, "mask_rcnn/false_negative": 0.11114106679783481, "mask_rcnn/false_positive": 0.11509391597716673, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.75, "time": 0.7992682307958603, "total_loss": 1.6738367305370048} {"data_time": 0.016683398745954037, "eta_seconds": 128149.02872101963, "iteration": 105739, "loss_fcos_cls": 0.2791720046661794, "loss_fcos_ctr": 0.623616173863411, "loss_fcos_loc": 0.2079181264853105, "loss_mask": 0.2747869770973921, "loss_maskiou": 0.006384458960383199, "loss_sem_seg": 0.32482026354409754, "lr": 0.01, "mask_rcnn/accuracy": 0.8620744531487968, "mask_rcnn/false_negative": 0.10125734189058122, "mask_rcnn/false_positive": 0.13936342832894028, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7778003830462694, "total_loss": 1.7315659988671541} {"data_time": 0.015410365536808968, "eta_seconds": 128133.42562244833, "iteration": 105759, "loss_fcos_cls": 0.273049998562783, "loss_fcos_ctr": 0.6264603273011744, "loss_fcos_loc": 0.21153580525424331, "loss_mask": 0.28845837712287903, "loss_maskiou": 0.006009940640069544, "loss_sem_seg": 0.32311864010989666, "lr": 0.01, "mask_rcnn/accuracy": 0.8816339035614246, "mask_rcnn/false_negative": 0.1025575215555787, "mask_rcnn/false_positive": 0.12024275562771394, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7826888132840395, "total_loss": 1.7294258534602704} {"data_time": 0.017460817471146584, "eta_seconds": 128122.95711702481, "iteration": 105779, "loss_fcos_cls": 0.2660156935453415, "loss_fcos_ctr": 0.622383430134505, "loss_fcos_loc": 0.20279732858762145, "loss_mask": 0.2858512122184038, "loss_maskiou": 0.0075325098587200046, "loss_sem_seg": 0.2936392230913043, "lr": 0.01, "mask_rcnn/accuracy": 0.8728073799942512, "mask_rcnn/false_negative": 0.10718400711440068, "mask_rcnn/false_positive": 0.1288205416109969, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.75, "time": 0.7929473519325256, "total_loss": 1.6873838700994384} {"data_time": 0.01708656456321478, "eta_seconds": 128116.04085821379, "iteration": 105799, "loss_fcos_cls": 0.2777402540668845, "loss_fcos_ctr": 0.6247321125119925, "loss_fcos_loc": 0.21087536436971277, "loss_mask": 0.27871962171047926, "loss_maskiou": 0.006518967484225868, "loss_sem_seg": 0.29382587037980556, "lr": 0.01, "mask_rcnn/accuracy": 0.8944734935113285, "mask_rcnn/false_negative": 0.08108228129721763, "mask_rcnn/false_positive": 0.13052879411227514, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7883063843473792, "total_loss": 1.6836737183330115} {"data_time": 0.015334852039813995, "eta_seconds": 128155.07654063869, "iteration": 105819, "loss_fcos_cls": 0.2755996857304126, "loss_fcos_ctr": 0.6209811912849545, "loss_fcos_loc": 0.19985347846522927, "loss_mask": 0.2697318531572819, "loss_maskiou": 0.005719295775634237, "loss_sem_seg": 0.2904616859741509, "lr": 0.01, "mask_rcnn/accuracy": 0.8764704166489881, "mask_rcnn/false_negative": 0.10531737308480224, "mask_rcnn/false_positive": 0.14379786077979317, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.772129874676466, "total_loss": 1.6629384286206914} {"data_time": 0.017978892661631107, "eta_seconds": 128180.26219266467, "iteration": 105839, "loss_fcos_cls": 0.2713286210782826, "loss_fcos_ctr": 0.6216648519039154, "loss_fcos_loc": 0.2058447056915611, "loss_mask": 0.28416682593524456, "loss_maskiou": 0.006304650160018355, "loss_sem_seg": 0.28145285230129957, "lr": 0.01, "mask_rcnn/accuracy": 0.889825420962401, "mask_rcnn/false_negative": 0.09778629843304157, "mask_rcnn/false_positive": 0.1333080454015526, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.0, "time": 0.7895231321454048, "total_loss": 1.6627485661883838} {"data_time": 0.017376634292304516, "eta_seconds": 128203.07532561943, "iteration": 105859, "loss_fcos_cls": 0.26339217368513346, "loss_fcos_ctr": 0.619776651263237, "loss_fcos_loc": 0.20035111147444695, "loss_mask": 0.28521924559026957, "loss_maskiou": 0.006381458930263761, "loss_sem_seg": 0.283715991768986, "lr": 0.01, "mask_rcnn/accuracy": 0.8814822019541407, "mask_rcnn/false_negative": 0.08880984729533378, "mask_rcnn/false_positive": 0.13001855915712082, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.75, "time": 0.7747816350311041, "total_loss": 1.645438110743271} {"data_time": 0.016451950185000896, "eta_seconds": 128186.27576421015, "iteration": 105879, "loss_fcos_cls": 0.27559785917401314, "loss_fcos_ctr": 0.625550203025341, "loss_fcos_loc": 0.21080722962506115, "loss_mask": 0.2768300324678421, "loss_maskiou": 0.006051911170288804, "loss_sem_seg": 0.31813186313956976, "lr": 0.01, "mask_rcnn/accuracy": 0.874523370856279, "mask_rcnn/false_negative": 0.10140794566080227, "mask_rcnn/false_positive": 0.11571429918035267, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 24.25, "time": 0.7823061589151621, "total_loss": 1.7161714042013045} {"data_time": 0.016206761822104454, "eta_seconds": 128153.53667877894, "iteration": 105899, "loss_fcos_cls": 0.2772518889978528, "loss_fcos_ctr": 0.6244205902330577, "loss_fcos_loc": 0.21321178146172315, "loss_mask": 0.27987122535705566, "loss_maskiou": 0.0064968265214702114, "loss_sem_seg": 0.2709208554588258, "lr": 0.01, "mask_rcnn/accuracy": 0.8647106389453328, "mask_rcnn/false_negative": 0.12480542007057994, "mask_rcnn/false_positive": 0.1489443832623079, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.7804932650178671, "total_loss": 1.6871723654330708} {"data_time": 0.015642148442566395, "eta_seconds": 128190.15014491044, "iteration": 105919, "loss_fcos_cls": 0.2851514001376927, "loss_fcos_ctr": 0.6222858773544431, "loss_fcos_loc": 0.20219887245912105, "loss_mask": 0.27943507209420204, "loss_maskiou": 0.006122621925896965, "loss_sem_seg": 0.3257459201849997, "lr": 0.01, "mask_rcnn/accuracy": 0.9020446815089672, "mask_rcnn/false_negative": 0.08696301265087591, "mask_rcnn/false_positive": 0.10336096890492472, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.8041118448600173, "total_loss": 1.7147332958920742} {"data_time": 0.019002492539584637, "eta_seconds": 128255.89719523955, "iteration": 105939, "loss_fcos_cls": 0.27847723092418164, "loss_fcos_ctr": 0.6203223867341876, "loss_fcos_loc": 0.20314083027187735, "loss_mask": 0.27835836820304394, "loss_maskiou": 0.0061674725147895515, "loss_sem_seg": 0.29968725983053446, "lr": 0.01, "mask_rcnn/accuracy": 0.8653002794685125, "mask_rcnn/false_negative": 0.09973560581204506, "mask_rcnn/false_positive": 0.13114564900001743, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7969389408826828, "total_loss": 1.6930004195310175} {"data_time": 0.01555869821459055, "eta_seconds": 128226.00874321256, "iteration": 105959, "loss_fcos_cls": 0.26861764141358435, "loss_fcos_ctr": 0.6199161633849144, "loss_fcos_loc": 0.20806616358458996, "loss_mask": 0.28473154455423355, "loss_maskiou": 0.006796842470066622, "loss_sem_seg": 0.3104355758987367, "lr": 0.01, "mask_rcnn/accuracy": 0.8827995684912502, "mask_rcnn/false_negative": 0.0996967488350276, "mask_rcnn/false_positive": 0.11374997379274404, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7755810767412186, "total_loss": 1.7323434074496618} {"data_time": 0.016856936737895012, "eta_seconds": 128143.27446150593, "iteration": 105979, "loss_fcos_cls": 0.2907283413223922, "loss_fcos_ctr": 0.6238332483917475, "loss_fcos_loc": 0.2066222836729139, "loss_mask": 0.2807952677831054, "loss_maskiou": 0.006411729802493937, "loss_sem_seg": 0.2575285081984475, "lr": 0.01, "mask_rcnn/accuracy": 0.8731481953035298, "mask_rcnn/false_negative": 0.08913472821986418, "mask_rcnn/false_positive": 0.14549850675663345, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 23.75, "time": 0.7715739468112588, "total_loss": 1.679685694471118} {"data_time": 0.015979385934770107, "eta_seconds": 128194.74192363862, "iteration": 105999, "loss_fcos_cls": 0.2741402415558696, "loss_fcos_ctr": 0.6218689288944006, "loss_fcos_loc": 0.20519239851273596, "loss_mask": 0.2857243735343218, "loss_maskiou": 0.006391215807525441, "loss_sem_seg": 0.25799503084272146, "lr": 0.01, "mask_rcnn/accuracy": 0.886710246375007, "mask_rcnn/false_negative": 0.10516110407600407, "mask_rcnn/false_positive": 0.12673717233517512, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7902398314327002, "total_loss": 1.6718527335033286} {"data_time": 0.016384190879762173, "eta_seconds": 128179.10851385165, "iteration": 106019, "loss_fcos_cls": 0.2620254694484174, "loss_fcos_ctr": 0.6205220697447658, "loss_fcos_loc": 0.2035450511611998, "loss_mask": 0.2669224478304386, "loss_maskiou": 0.00588153172066086, "loss_sem_seg": 0.2858019038103521, "lr": 0.01, "mask_rcnn/accuracy": 0.8792600921947726, "mask_rcnn/false_negative": 0.09614740239260247, "mask_rcnn/false_positive": 0.13503397333710587, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.761780247092247, "total_loss": 1.6476094359823037} {"data_time": 0.01627181749790907, "eta_seconds": 128194.9118780056, "iteration": 106039, "loss_fcos_cls": 0.2610971524845809, "loss_fcos_ctr": 0.6203342722728848, "loss_fcos_loc": 0.19437109888531268, "loss_mask": 0.2744761388748884, "loss_maskiou": 0.006021509077982046, "loss_sem_seg": 0.27585471578640863, "lr": 0.01, "mask_rcnn/accuracy": 0.871797798066595, "mask_rcnn/false_negative": 0.11140904262969424, "mask_rcnn/false_positive": 0.16071458403511374, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.5, "time": 0.7877094689756632, "total_loss": 1.6480982258435688} {"data_time": 0.01623629406094551, "eta_seconds": 128207.9913608646, "iteration": 106059, "loss_fcos_cls": 0.2832303212489933, "loss_fcos_ctr": 0.6212974889203906, "loss_fcos_loc": 0.20672539062798023, "loss_mask": 0.27467382652685046, "loss_maskiou": 0.006188653627759777, "loss_sem_seg": 0.30537580512464046, "lr": 0.01, "mask_rcnn/accuracy": 0.8881482387475539, "mask_rcnn/false_negative": 0.09068530347854904, "mask_rcnn/false_positive": 0.1508782299060935, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 35.5, "time": 0.7947342796251178, "total_loss": 1.7060862933431054} {"data_time": 0.016972512938082218, "eta_seconds": 128192.35061311256, "iteration": 106079, "loss_fcos_cls": 0.283975976286456, "loss_fcos_ctr": 0.6215388095006347, "loss_fcos_loc": 0.20613879710435867, "loss_mask": 0.2848152294754982, "loss_maskiou": 0.006331869066343643, "loss_sem_seg": 0.27044990845024586, "lr": 0.01, "mask_rcnn/accuracy": 0.8859167749106986, "mask_rcnn/false_negative": 0.0885196783109364, "mask_rcnn/false_positive": 0.16850514125575178, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 23.75, "time": 0.7773296292871237, "total_loss": 1.695751828228822} {"data_time": 0.016650120727717876, "eta_seconds": 128116.57487470377, "iteration": 106099, "loss_fcos_cls": 0.2654227432794869, "loss_fcos_ctr": 0.6216893093660474, "loss_fcos_loc": 0.2019124806392938, "loss_mask": 0.28506447188556194, "loss_maskiou": 0.006561112750205211, "loss_sem_seg": 0.26390671730041504, "lr": 0.01, "mask_rcnn/accuracy": 0.8733103281588815, "mask_rcnn/false_negative": 0.10074007820102057, "mask_rcnn/false_positive": 0.1584488426002397, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.7644034195691347, "total_loss": 1.659031456852972} {"data_time": 0.017377556301653385, "eta_seconds": 128100.9414649168, "iteration": 106119, "loss_fcos_cls": 0.2650236201006919, "loss_fcos_ctr": 0.6242753891274333, "loss_fcos_loc": 0.21009350544773042, "loss_mask": 0.2898223279044032, "loss_maskiou": 0.0070064121537143365, "loss_sem_seg": 0.3047986701130867, "lr": 0.01, "mask_rcnn/accuracy": 0.8789010246955925, "mask_rcnn/false_negative": 0.09812525812351676, "mask_rcnn/false_positive": 0.16473419918374516, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.5, "time": 0.7813953291624784, "total_loss": 1.7214094961527735} {"data_time": 0.015947867184877396, "eta_seconds": 128063.94636971783, "iteration": 106139, "loss_fcos_cls": 0.2644929643138312, "loss_fcos_ctr": 0.6200342178344727, "loss_fcos_loc": 0.20307640149258077, "loss_mask": 0.2730989782139659, "loss_maskiou": 0.005994054765324108, "loss_sem_seg": 0.27463924000039697, "lr": 0.01, "mask_rcnn/accuracy": 0.8874858725135624, "mask_rcnn/false_negative": 0.10150028288612306, "mask_rcnn/false_positive": 0.16159557475417374, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.744466214440763, "total_loss": 1.6372028533296543} {"data_time": 0.019541844725608826, "eta_seconds": 128101.08841129486, "iteration": 106159, "loss_fcos_cls": 0.2730164104141295, "loss_fcos_ctr": 0.6202234853990376, "loss_fcos_loc": 0.20323077565990388, "loss_mask": 0.2745431335642934, "loss_maskiou": 0.007077513029798865, "loss_sem_seg": 0.2886053416877985, "lr": 0.01, "mask_rcnn/accuracy": 0.878614589775304, "mask_rcnn/false_negative": 0.10939059412834715, "mask_rcnn/false_positive": 0.1412749854030942, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 41.0, "time": 0.7953828684985638, "total_loss": 1.7009132863313425} {"data_time": 0.016234935261309147, "eta_seconds": 128138.61409889348, "iteration": 106179, "loss_fcos_cls": 0.2669591591693461, "loss_fcos_ctr": 0.625246592797339, "loss_fcos_loc": 0.2106514279730618, "loss_mask": 0.28503080178052187, "loss_maskiou": 0.007012288173427805, "loss_sem_seg": 0.2605050834827125, "lr": 0.01, "mask_rcnn/accuracy": 0.8690816912298789, "mask_rcnn/false_negative": 0.10712298145783963, "mask_rcnn/false_positive": 0.12294588708912743, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.0, "time": 0.7761222384870052, "total_loss": 1.6797428670688532} {"data_time": 0.01594674587249756, "eta_seconds": 128029.70002965629, "iteration": 106199, "loss_fcos_cls": 0.27192501118406653, "loss_fcos_ctr": 0.6186660304665565, "loss_fcos_loc": 0.1976448893547058, "loss_mask": 0.2756925467401743, "loss_maskiou": 0.006667247376753949, "loss_sem_seg": 0.28690495155751705, "lr": 0.01, "mask_rcnn/accuracy": 0.8759828405071536, "mask_rcnn/false_negative": 0.10048057723354925, "mask_rcnn/false_positive": 0.1318781509551737, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7750650392845273, "total_loss": 1.6150057856939384} {"data_time": 0.01577927079051733, "eta_seconds": 128054.17667793948, "iteration": 106219, "loss_fcos_cls": 0.26342796138487756, "loss_fcos_ctr": 0.6230173595249653, "loss_fcos_loc": 0.20674386620521545, "loss_mask": 0.2867961088195443, "loss_maskiou": 0.006407062763173599, "loss_sem_seg": 0.29070118721574545, "lr": 0.01, "mask_rcnn/accuracy": 0.8592602519431788, "mask_rcnn/false_negative": 0.10545059934406731, "mask_rcnn/false_positive": 0.17940907854922708, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7797393826767802, "total_loss": 1.691045856103301} {"data_time": 0.015398106537759304, "eta_seconds": 128021.36998183373, "iteration": 106239, "loss_fcos_cls": 0.2701336080208421, "loss_fcos_ctr": 0.6238338081166148, "loss_fcos_loc": 0.2085164764430374, "loss_mask": 0.280877694953233, "loss_maskiou": 0.006966035682125948, "loss_sem_seg": 0.306830077432096, "lr": 0.01, "mask_rcnn/accuracy": 0.8987831094205903, "mask_rcnn/false_negative": 0.08447674068310129, "mask_rcnn/false_positive": 0.1127972629367926, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.7900460306555033, "total_loss": 1.6870197828102391} {"data_time": 0.016845338977873325, "eta_seconds": 127954.28934588656, "iteration": 106259, "loss_fcos_cls": 0.2885790732689202, "loss_fcos_ctr": 0.6239804914221168, "loss_fcos_loc": 0.21828039991669357, "loss_mask": 0.2768011288717389, "loss_maskiou": 0.006251606922887731, "loss_sem_seg": 0.3070495743304491, "lr": 0.01, "mask_rcnn/accuracy": 0.8734440168709048, "mask_rcnn/false_negative": 0.08826154066577477, "mask_rcnn/false_positive": 0.14237570820761972, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7694699885323644, "total_loss": 1.7440406355308369} {"data_time": 0.015043727122247219, "eta_seconds": 127890.17216607183, "iteration": 106279, "loss_fcos_cls": 0.2741582947783172, "loss_fcos_ctr": 0.620703237131238, "loss_fcos_loc": 0.2019772749627009, "loss_mask": 0.29022027645260096, "loss_maskiou": 0.007106777295120992, "loss_sem_seg": 0.3166672899387777, "lr": 0.01, "mask_rcnn/accuracy": 0.8592840349305866, "mask_rcnn/false_negative": 0.08477967365107517, "mask_rcnn/false_positive": 0.18124506781096167, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.5, "time": 0.7695571212098002, "total_loss": 1.7150803108816035} {"data_time": 0.015469370409846306, "eta_seconds": 127913.34136005118, "iteration": 106299, "loss_fcos_cls": 0.2661327924579382, "loss_fcos_ctr": 0.6198143493384123, "loss_fcos_loc": 0.2008617154788226, "loss_mask": 0.3004638971760869, "loss_maskiou": 0.007325213591684587, "loss_sem_seg": 0.289516291115433, "lr": 0.01, "mask_rcnn/accuracy": 0.8804813995816244, "mask_rcnn/false_negative": 0.09594527859774998, "mask_rcnn/false_positive": 0.1340646169941347, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7851647278293967, "total_loss": 1.695835963531863} {"data_time": 0.017694988287985325, "eta_seconds": 127897.71368015185, "iteration": 106319, "loss_fcos_cls": 0.26201632991433144, "loss_fcos_ctr": 0.6244769133627415, "loss_fcos_loc": 0.202474650926888, "loss_mask": 0.2823393139988184, "loss_maskiou": 0.00627612388052512, "loss_sem_seg": 0.29173906706273556, "lr": 0.01, "mask_rcnn/accuracy": 0.8836302666227782, "mask_rcnn/false_negative": 0.08874476949188284, "mask_rcnn/false_positive": 0.15125689199803993, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.0, "time": 0.7818221496418118, "total_loss": 1.7017712556335027} {"data_time": 0.01557908859103918, "eta_seconds": 127862.0203610789, "iteration": 106339, "loss_fcos_cls": 0.27208673767745495, "loss_fcos_ctr": 0.6193698598071933, "loss_fcos_loc": 0.19681262038648129, "loss_mask": 0.2680389890447259, "loss_maskiou": 0.00566241898923181, "loss_sem_seg": 0.3329231985844672, "lr": 0.01, "mask_rcnn/accuracy": 0.8881747360402494, "mask_rcnn/false_negative": 0.08908678842817801, "mask_rcnn/false_positive": 0.12558691719981777, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 26.0, "time": 0.7825887212529778, "total_loss": 1.7312408887974016} {"data_time": 0.015439460054039955, "eta_seconds": 127904.64125709236, "iteration": 106359, "loss_fcos_cls": 0.27142596198245883, "loss_fcos_ctr": 0.6241126786917448, "loss_fcos_loc": 0.20599275524728, "loss_mask": 0.2734603304415941, "loss_maskiou": 0.005948543293925468, "loss_sem_seg": 0.29890069738030434, "lr": 0.01, "mask_rcnn/accuracy": 0.8640910382009948, "mask_rcnn/false_negative": 0.0887549334417971, "mask_rcnn/false_positive": 0.14862264058645705, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.75, "time": 0.7899820087477565, "total_loss": 1.6799288506736048} {"data_time": 0.018777314573526382, "eta_seconds": 127933.30326204374, "iteration": 106379, "loss_fcos_cls": 0.2714533298276365, "loss_fcos_ctr": 0.6252747653052211, "loss_fcos_loc": 0.21315257891546935, "loss_mask": 0.2708963621407747, "loss_maskiou": 0.006259162269998342, "loss_sem_seg": 0.2916161990724504, "lr": 0.01, "mask_rcnn/accuracy": 0.8860443890566431, "mask_rcnn/false_negative": 0.08599944902570858, "mask_rcnn/false_positive": 0.16346253810533695, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7872161539271474, "total_loss": 1.6927068600634811} {"data_time": 0.019044716842472553, "eta_seconds": 127947.90711921919, "iteration": 106399, "loss_fcos_cls": 0.2678169095888734, "loss_fcos_ctr": 0.6192779992707074, "loss_fcos_loc": 0.19946667819749564, "loss_mask": 0.2751828972250223, "loss_maskiou": 0.006822843468398787, "loss_sem_seg": 0.26519599254243076, "lr": 0.01, "mask_rcnn/accuracy": 0.8765762511298225, "mask_rcnn/false_negative": 0.09564270320060599, "mask_rcnn/false_positive": 0.13339606733445813, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.25, "time": 0.7941813236102462, "total_loss": 1.6563698693644255} {"data_time": 0.014408291317522526, "eta_seconds": 127950.88928105123, "iteration": 106419, "loss_fcos_cls": 0.2737561162794009, "loss_fcos_ctr": 0.6239087404683232, "loss_fcos_loc": 0.20794297300744802, "loss_mask": 0.2769432654604316, "loss_maskiou": 0.0059094570169691, "loss_sem_seg": 0.2862760860007256, "lr": 0.01, "mask_rcnn/accuracy": 0.8653971874800077, "mask_rcnn/false_negative": 0.11668234493011512, "mask_rcnn/false_positive": 0.1524630623935034, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7818355830386281, "total_loss": 1.689113543718122} {"data_time": 0.01867396105080843, "eta_seconds": 127935.24554623105, "iteration": 106439, "loss_fcos_cls": 0.27155841258354485, "loss_fcos_ctr": 0.6258633276447654, "loss_fcos_loc": 0.21563449024688452, "loss_mask": 0.2933534886687994, "loss_maskiou": 0.006691660164506175, "loss_sem_seg": 0.3218504497781396, "lr": 0.01, "mask_rcnn/accuracy": 0.87538612383729, "mask_rcnn/false_negative": 0.09601588166825475, "mask_rcnn/false_positive": 0.15280345587822572, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7894234200939536, "total_loss": 1.7054511145106517} {"data_time": 0.01716426108032465, "eta_seconds": 127900.98274573032, "iteration": 106459, "loss_fcos_cls": 0.27305938419885933, "loss_fcos_ctr": 0.6203496037051082, "loss_fcos_loc": 0.21006612991914153, "loss_mask": 0.2829145323485136, "loss_maskiou": 0.006885991126182489, "loss_sem_seg": 0.28986371448263526, "lr": 0.01, "mask_rcnn/accuracy": 0.8842804833834219, "mask_rcnn/false_negative": 0.0900598536666596, "mask_rcnn/false_positive": 0.1277041400884607, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.794092170894146, "total_loss": 1.6842467241513077} {"data_time": 0.016122854314744473, "eta_seconds": 127903.95807659067, "iteration": 106479, "loss_fcos_cls": 0.26709344214759767, "loss_fcos_ctr": 0.6230152221396565, "loss_fcos_loc": 0.20405584439868107, "loss_mask": 0.2642064820975065, "loss_maskiou": 0.0062352980457944795, "loss_sem_seg": 0.2757074008695781, "lr": 0.01, "mask_rcnn/accuracy": 0.8872647392290249, "mask_rcnn/false_negative": 0.09746740184899441, "mask_rcnn/false_positive": 0.14333535999565472, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7742613423615694, "total_loss": 1.6527231886066147} {"data_time": 0.015251118689775467, "eta_seconds": 127888.31434177049, "iteration": 106499, "loss_fcos_cls": 0.26890368363820016, "loss_fcos_ctr": 0.621748554520309, "loss_fcos_loc": 0.20041443756781518, "loss_mask": 0.28219297900795937, "loss_maskiou": 0.0061818833637516946, "loss_sem_seg": 0.3470084413420409, "lr": 0.01, "mask_rcnn/accuracy": 0.88448314108252, "mask_rcnn/false_negative": 0.08859642098328285, "mask_rcnn/false_positive": 0.14507854477403537, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.0, "time": 0.7810405129566789, "total_loss": 1.7363188942326815} {"data_time": 0.016551253385841846, "eta_seconds": 127875.64822954591, "iteration": 106519, "loss_fcos_cls": 0.2734597339294851, "loss_fcos_ctr": 0.6200687140226364, "loss_fcos_loc": 0.20367700478527695, "loss_mask": 0.27849457412958145, "loss_maskiou": 0.00629977993958164, "loss_sem_seg": 0.29351742612197995, "lr": 0.01, "mask_rcnn/accuracy": 0.8835616908053543, "mask_rcnn/false_negative": 0.10504086151729553, "mask_rcnn/false_positive": 0.12390968571109648, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.5, "time": 0.7810423690825701, "total_loss": 1.6748766243254067} {"data_time": 0.017449275590479374, "eta_seconds": 127962.48243653588, "iteration": 106539, "loss_fcos_cls": 0.2737392003182322, "loss_fcos_ctr": 0.6182745508849621, "loss_fcos_loc": 0.20258514676243067, "loss_mask": 0.2658911203034222, "loss_maskiou": 0.006903726913151331, "loss_sem_seg": 0.2991220336407423, "lr": 0.01, "mask_rcnn/accuracy": 0.8757857335872559, "mask_rcnn/false_negative": 0.10479283546775747, "mask_rcnn/false_positive": 0.1186172403836916, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7917332444339991, "total_loss": 1.661949035285943} {"data_time": 0.017072295770049095, "eta_seconds": 127860.900919253, "iteration": 106559, "loss_fcos_cls": 0.26701069658156484, "loss_fcos_ctr": 0.6219382314011455, "loss_fcos_loc": 0.211007111473009, "loss_mask": 0.2721698237583041, "loss_maskiou": 0.0059502114745555446, "loss_sem_seg": 0.2907647304236889, "lr": 0.01, "mask_rcnn/accuracy": 0.8763915285824999, "mask_rcnn/false_negative": 0.10853337176117063, "mask_rcnn/false_positive": 0.1426309508622321, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7630471149459481, "total_loss": 1.6853242170473095} {"data_time": 0.01540657039731741, "eta_seconds": 127879.27630144823, "iteration": 106579, "loss_fcos_cls": 0.2674666503444314, "loss_fcos_ctr": 0.622799045406282, "loss_fcos_loc": 0.2012377536157146, "loss_mask": 0.2816139254719019, "loss_maskiou": 0.00648411430302076, "loss_sem_seg": 0.30577008379623294, "lr": 0.01, "mask_rcnn/accuracy": 0.8857790450572244, "mask_rcnn/false_negative": 0.09234777432022793, "mask_rcnn/false_positive": 0.13911484264343682, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7875671535730362, "total_loss": 1.6893071197191603} {"data_time": 0.017096595838665962, "eta_seconds": 127894.03549563512, "iteration": 106599, "loss_fcos_cls": 0.2648663317086175, "loss_fcos_ctr": 0.6244587441906333, "loss_fcos_loc": 0.21150114596821368, "loss_mask": 0.282762011513114, "loss_maskiou": 0.006438486620027106, "loss_sem_seg": 0.30703146383166313, "lr": 0.01, "mask_rcnn/accuracy": 0.8786923750082557, "mask_rcnn/false_negative": 0.12012679828275094, "mask_rcnn/false_positive": 0.13638481967153984, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 39.0, "time": 0.8032700503244996, "total_loss": 1.695765455799119} {"data_time": 0.016720536164939404, "eta_seconds": 127888.33932066988, "iteration": 106619, "loss_fcos_cls": 0.2590720299631357, "loss_fcos_ctr": 0.6252579856663942, "loss_fcos_loc": 0.21631429629633203, "loss_mask": 0.28870960231870413, "loss_maskiou": 0.006656281464529457, "loss_sem_seg": 0.278036268427968, "lr": 0.01, "mask_rcnn/accuracy": 0.865874683206616, "mask_rcnn/false_negative": 0.1037594047915265, "mask_rcnn/false_positive": 0.16097762297515805, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.797939945012331, "total_loss": 1.7051957800613309} {"data_time": 0.01587875559926033, "eta_seconds": 127902.55834982265, "iteration": 106639, "loss_fcos_cls": 0.26913571264594793, "loss_fcos_ctr": 0.6235833140090108, "loss_fcos_loc": 0.20586782973259687, "loss_mask": 0.2777816513553262, "loss_maskiou": 0.006096936165704392, "loss_sem_seg": 0.3075447026640177, "lr": 0.01, "mask_rcnn/accuracy": 0.8924730403525046, "mask_rcnn/false_negative": 0.07902628236471898, "mask_rcnn/false_positive": 0.1464234052263615, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7866466995328665, "total_loss": 1.7064645884820493} {"data_time": 0.014978146180510521, "eta_seconds": 127857.02886490803, "iteration": 106659, "loss_fcos_cls": 0.2596754471305758, "loss_fcos_ctr": 0.6193826349917799, "loss_fcos_loc": 0.19469730742275715, "loss_mask": 0.27698901388794184, "loss_maskiou": 0.007208280192571692, "loss_sem_seg": 0.2852112220134586, "lr": 0.01, "mask_rcnn/accuracy": 0.8885655183530192, "mask_rcnn/false_negative": 0.10103273357054417, "mask_rcnn/false_positive": 0.1258703664074657, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.25, "time": 0.7843356132507324, "total_loss": 1.6588420462612703} {"data_time": 0.017364476807415485, "eta_seconds": 127888.74720262457, "iteration": 106679, "loss_fcos_cls": 0.2827747709816322, "loss_fcos_ctr": 0.622722240164876, "loss_fcos_loc": 0.21108830091543496, "loss_mask": 0.29189589247107506, "loss_maskiou": 0.00646562383917626, "loss_sem_seg": 0.29364958219230175, "lr": 0.01, "mask_rcnn/accuracy": 0.8845433305533752, "mask_rcnn/false_negative": 0.09757870083192158, "mask_rcnn/false_positive": 0.162410564868001, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.25, "time": 0.7899365667253733, "total_loss": 1.69557828080724} {"data_time": 0.016748055815696716, "eta_seconds": 127896.09585878905, "iteration": 106699, "loss_fcos_cls": 0.27619113691616803, "loss_fcos_ctr": 0.6230733045376837, "loss_fcos_loc": 0.21155125863151625, "loss_mask": 0.27858041878789663, "loss_maskiou": 0.006904063164256513, "loss_sem_seg": 0.28735669795423746, "lr": 0.01, "mask_rcnn/accuracy": 0.8649984571887827, "mask_rcnn/false_negative": 0.09341238194931598, "mask_rcnn/false_positive": 0.1727782273108187, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7720580082386732, "total_loss": 1.6879971507951268} {"data_time": 0.016305645927786827, "eta_seconds": 127857.42514429707, "iteration": 106719, "loss_fcos_cls": 0.2692191586829722, "loss_fcos_ctr": 0.6199450399726629, "loss_fcos_loc": 0.20778436050750315, "loss_mask": 0.2750155236572027, "loss_maskiou": 0.0068646392319351435, "loss_sem_seg": 0.32862871373072267, "lr": 0.01, "mask_rcnn/accuracy": 0.8584075894343752, "mask_rcnn/false_negative": 0.11148583958389666, "mask_rcnn/false_positive": 0.16263213917643, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7863133372738957, "total_loss": 1.7198361087794183} {"data_time": 0.016411165706813335, "eta_seconds": 127841.76411513332, "iteration": 106739, "loss_fcos_cls": 0.28159592277370393, "loss_fcos_ctr": 0.6229108814150095, "loss_fcos_loc": 0.20489838207140565, "loss_mask": 0.27567952405661345, "loss_maskiou": 0.006272061466006562, "loss_sem_seg": 0.32694643177092075, "lr": 0.01, "mask_rcnn/accuracy": 0.8825442677070828, "mask_rcnn/false_negative": 0.10378218069272788, "mask_rcnn/false_positive": 0.14480631088487053, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7844510823488235, "total_loss": 1.7040814967622282} {"data_time": 0.015831599943339825, "eta_seconds": 127768.80342435464, "iteration": 106759, "loss_fcos_cls": 0.27069889986887574, "loss_fcos_ctr": 0.6215731557458639, "loss_fcos_loc": 0.20283557858783752, "loss_mask": 0.2742558727040887, "loss_maskiou": 0.005856271222000942, "loss_sem_seg": 0.2923563686199486, "lr": 0.01, "mask_rcnn/accuracy": 0.8994490958776673, "mask_rcnn/false_negative": 0.10504194501743147, "mask_rcnn/false_positive": 0.109528756080814, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.7654674965888262, "total_loss": 1.6703651147690834} {"data_time": 0.015111492946743965, "eta_seconds": 127660.95586826373, "iteration": 106779, "loss_fcos_cls": 0.27158376947045326, "loss_fcos_ctr": 0.6203609313815832, "loss_fcos_loc": 0.20330050750635564, "loss_mask": 0.27541167102754116, "loss_maskiou": 0.006674852418655064, "loss_sem_seg": 0.31327310553751886, "lr": 0.01, "mask_rcnn/accuracy": 0.8774240599017384, "mask_rcnn/false_negative": 0.10205113500273458, "mask_rcnn/false_positive": 0.13089845483495502, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.5, "time": 0.7713042218238115, "total_loss": 1.685897342311364} {"data_time": 0.018283762969076633, "eta_seconds": 127635.0779626267, "iteration": 106799, "loss_fcos_cls": 0.27076093235518783, "loss_fcos_ctr": 0.620818923227489, "loss_fcos_loc": 0.1994006858440116, "loss_mask": 0.2764524118974805, "loss_maskiou": 0.006245830751140602, "loss_sem_seg": 0.3206150592304766, "lr": 0.01, "mask_rcnn/accuracy": 0.8659099968112245, "mask_rcnn/false_negative": 0.09540088690036633, "mask_rcnn/false_positive": 0.1488056457715451, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.25, "time": 0.7817635433748364, "total_loss": 1.6897195442870725} {"data_time": 0.01715786661952734, "eta_seconds": 127640.98674308043, "iteration": 106819, "loss_fcos_cls": 0.2626732250209898, "loss_fcos_ctr": 0.6231635781005025, "loss_fcos_loc": 0.2094634328968823, "loss_mask": 0.27726187091320753, "loss_maskiou": 0.006556648237165064, "loss_sem_seg": 0.3106843448476866, "lr": 0.01, "mask_rcnn/accuracy": 0.8776532040435476, "mask_rcnn/false_negative": 0.09803577935789043, "mask_rcnn/false_positive": 0.15531634832213187, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.786073268391192, "total_loss": 1.7179765791806858} {"data_time": 0.016236405819654465, "eta_seconds": 127625.34264398273, "iteration": 106839, "loss_fcos_cls": 0.273102552164346, "loss_fcos_ctr": 0.6222087563946843, "loss_fcos_loc": 0.20044359448365867, "loss_mask": 0.2669514399021864, "loss_maskiou": 0.006072135831345804, "loss_sem_seg": 0.2781767281703651, "lr": 0.01, "mask_rcnn/accuracy": 0.8877930199057098, "mask_rcnn/false_negative": 0.08843060196929997, "mask_rcnn/false_positive": 0.12008001535041604, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7892785081639886, "total_loss": 1.6348116679000668} {"data_time": 0.017178477719426155, "eta_seconds": 127660.17228565831, "iteration": 106859, "loss_fcos_cls": 0.267643588129431, "loss_fcos_ctr": 0.6233734972774982, "loss_fcos_loc": 0.2068535485304892, "loss_mask": 0.28399582020938396, "loss_maskiou": 0.006372002011630684, "loss_sem_seg": 0.32502304343506694, "lr": 0.01, "mask_rcnn/accuracy": 0.8778553780002567, "mask_rcnn/false_negative": 0.10715963496321095, "mask_rcnn/false_positive": 0.1667032763572298, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7822514837607741, "total_loss": 1.7060046151163988} {"data_time": 0.015391661785542965, "eta_seconds": 127572.5121313082, "iteration": 106879, "loss_fcos_cls": 0.26491809939034283, "loss_fcos_ctr": 0.6216346682049334, "loss_fcos_loc": 0.20374397444538772, "loss_mask": 0.26125985011458397, "loss_maskiou": 0.0058504719054326415, "loss_sem_seg": 0.3305407410953194, "lr": 0.01, "mask_rcnn/accuracy": 0.8977432612169016, "mask_rcnn/false_negative": 0.08755311047289294, "mask_rcnn/false_positive": 0.14788887076163929, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7683875476941466, "total_loss": 1.6729595856158994} {"data_time": 0.01614366378635168, "eta_seconds": 127612.36523344181, "iteration": 106899, "loss_fcos_cls": 0.27100781723856926, "loss_fcos_ctr": 0.6213069558143616, "loss_fcos_loc": 0.2033908556913957, "loss_mask": 0.28252750262618065, "loss_maskiou": 0.006358246944728307, "loss_sem_seg": 0.3119030334055424, "lr": 0.01, "mask_rcnn/accuracy": 0.8741996222452115, "mask_rcnn/false_negative": 0.11299275232837722, "mask_rcnn/false_positive": 0.1405207422178505, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.25, "time": 0.7869909247383475, "total_loss": 1.6998275181249483} {"data_time": 0.01652924995869398, "eta_seconds": 127518.03425052669, "iteration": 106919, "loss_fcos_cls": 0.26079957094043493, "loss_fcos_ctr": 0.6225344846025109, "loss_fcos_loc": 0.20608064718544483, "loss_mask": 0.2788531733676791, "loss_maskiou": 0.006388973459252156, "loss_sem_seg": 0.3109621535986662, "lr": 0.01, "mask_rcnn/accuracy": 0.8686301285703115, "mask_rcnn/false_negative": 0.10585108143540739, "mask_rcnn/false_positive": 0.14804801788000327, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7766072219237685, "total_loss": 1.6710605286134523} {"data_time": 0.015628588385879993, "eta_seconds": 127419.19995281752, "iteration": 106939, "loss_fcos_cls": 0.27160789794288576, "loss_fcos_ctr": 0.622012784704566, "loss_fcos_loc": 0.2083113117259927, "loss_mask": 0.2755816066637635, "loss_maskiou": 0.006981412370805629, "loss_sem_seg": 0.30074024945497513, "lr": 0.01, "mask_rcnn/accuracy": 0.8711597232878113, "mask_rcnn/false_negative": 0.1046818341196746, "mask_rcnn/false_positive": 0.14107406092053992, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7861410845071077, "total_loss": 1.6945470201972057} {"data_time": 0.015784877352416515, "eta_seconds": 127457.29234904889, "iteration": 106959, "loss_fcos_cls": 0.27570878667756915, "loss_fcos_ctr": 0.6226757215335965, "loss_fcos_loc": 0.20447898283600807, "loss_mask": 0.28218976873904467, "loss_maskiou": 0.0065547478588996455, "loss_sem_seg": 0.3125141113996506, "lr": 0.01, "mask_rcnn/accuracy": 0.8697475073001215, "mask_rcnn/false_negative": 0.10172791750611039, "mask_rcnn/false_positive": 0.15592601343103912, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.7770652566105127, "total_loss": 1.7058138332067756} {"data_time": 0.015241219662129879, "eta_seconds": 127471.11841082107, "iteration": 106979, "loss_fcos_cls": 0.2804013299755752, "loss_fcos_ctr": 0.6221389099955559, "loss_fcos_loc": 0.20915235835127532, "loss_mask": 0.2788715064525604, "loss_maskiou": 0.006449512336985208, "loss_sem_seg": 0.3215015335008502, "lr": 0.01, "mask_rcnn/accuracy": 0.8802645123946318, "mask_rcnn/false_negative": 0.11317869892514604, "mask_rcnn/false_positive": 0.1452187533467753, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.0, "time": 0.7909360621124506, "total_loss": 1.7027915935286728} {"data_time": 0.017353354021906853, "eta_seconds": 127223.35109538026, "iteration": 106999, "loss_fcos_cls": 0.2835437790490687, "loss_fcos_ctr": 0.6239045914262533, "loss_fcos_loc": 0.21039012155961245, "loss_mask": 0.29591953940689564, "loss_maskiou": 0.007055786496493965, "loss_sem_seg": 0.310157286003232, "lr": 0.01, "mask_rcnn/accuracy": 0.8595035028936948, "mask_rcnn/false_negative": 0.09947629981531855, "mask_rcnn/false_positive": 0.16215016498996487, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.75, "time": 0.7708403691649437, "total_loss": 1.7308678635017714} {"data_time": 0.01506568118929863, "eta_seconds": 127293.55090520717, "iteration": 107019, "loss_fcos_cls": 0.2735068735200912, "loss_fcos_ctr": 0.6191908740438521, "loss_fcos_loc": 0.19576156348921359, "loss_mask": 0.2822280218824744, "loss_maskiou": 0.0070835660881130025, "loss_sem_seg": 0.28351239301264286, "lr": 0.01, "mask_rcnn/accuracy": 0.8784565998213958, "mask_rcnn/false_negative": 0.09965897397723525, "mask_rcnn/false_positive": 0.1467693070676167, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.75, "time": 0.7949617123231292, "total_loss": 1.6662285744241672} {"data_time": 0.015840450301766396, "eta_seconds": 127281.27280993201, "iteration": 107039, "loss_fcos_cls": 0.2750213093822822, "loss_fcos_ctr": 0.6214539939537644, "loss_fcos_loc": 0.19761368702165782, "loss_mask": 0.28071411279961467, "loss_maskiou": 0.006722398764395621, "loss_sem_seg": 0.3219380145892501, "lr": 0.01, "mask_rcnn/accuracy": 0.8745674406126087, "mask_rcnn/false_negative": 0.08962183136113083, "mask_rcnn/false_positive": 0.18349050053055177, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7837827419862151, "total_loss": 1.7036013191973325} {"data_time": 0.016348930075764656, "eta_seconds": 127294.59194949549, "iteration": 107059, "loss_fcos_cls": 0.28144691814668477, "loss_fcos_ctr": 0.6235120948404074, "loss_fcos_loc": 0.20726202009245753, "loss_mask": 0.2899800157174468, "loss_maskiou": 0.007563395076431334, "loss_sem_seg": 0.31932238722220063, "lr": 0.01, "mask_rcnn/accuracy": 0.8629335272441913, "mask_rcnn/false_negative": 0.12299849381747434, "mask_rcnn/false_positive": 0.1572219898316201, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.7871365547180176, "total_loss": 1.7329836761346087} {"data_time": 0.01702612079679966, "eta_seconds": 127250.03066664375, "iteration": 107079, "loss_fcos_cls": 0.260729712434113, "loss_fcos_ctr": 0.6211272990331054, "loss_fcos_loc": 0.20117774774553254, "loss_mask": 0.2725682146847248, "loss_maskiou": 0.006236060209630523, "loss_sem_seg": 0.3047083932906389, "lr": 0.01, "mask_rcnn/accuracy": 0.8735531673849664, "mask_rcnn/false_negative": 0.10115352443402517, "mask_rcnn/false_positive": 0.11946398979252681, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7547077313065529, "total_loss": 1.669826976074546} {"data_time": 0.015402414835989475, "eta_seconds": 127347.8473571213, "iteration": 107099, "loss_fcos_cls": 0.2638834728859365, "loss_fcos_ctr": 0.6210578940808773, "loss_fcos_loc": 0.20586085633840412, "loss_mask": 0.2928983522579074, "loss_maskiou": 0.006896230726852082, "loss_sem_seg": 0.2854620540747419, "lr": 0.01, "mask_rcnn/accuracy": 0.8602201738030946, "mask_rcnn/false_negative": 0.11038429972648361, "mask_rcnn/false_positive": 0.17434063850143564, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.25, "time": 0.7850292520597577, "total_loss": 1.704860179364914} {"data_time": 0.0167071670293808, "eta_seconds": 127376.56426316593, "iteration": 107119, "loss_fcos_cls": 0.27445589448325336, "loss_fcos_ctr": 0.6255797334015369, "loss_fcos_loc": 0.21106305439025164, "loss_mask": 0.28889148216694593, "loss_maskiou": 0.007319400134292664, "loss_sem_seg": 0.27986145950853825, "lr": 0.01, "mask_rcnn/accuracy": 0.8766809743560345, "mask_rcnn/false_negative": 0.09885365457069445, "mask_rcnn/false_positive": 0.13979183182719176, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7845870954915881, "total_loss": 1.6921592608559877} {"data_time": 0.016038411296904087, "eta_seconds": 127360.92381839175, "iteration": 107139, "loss_fcos_cls": 0.26741224783472717, "loss_fcos_ctr": 0.6202156040817499, "loss_fcos_loc": 0.19659577729180455, "loss_mask": 0.2719101384282112, "loss_maskiou": 0.005982439965009689, "loss_sem_seg": 0.2784138126298785, "lr": 0.01, "mask_rcnn/accuracy": 0.8750731057364962, "mask_rcnn/false_negative": 0.10018230767573198, "mask_rcnn/false_positive": 0.13102804635207416, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7646754486486316, "total_loss": 1.633852966086124} {"data_time": 0.01782435178756714, "eta_seconds": 127216.46883011516, "iteration": 107159, "loss_fcos_cls": 0.25970506737940013, "loss_fcos_ctr": 0.6208665377926081, "loss_fcos_loc": 0.2005206379108131, "loss_mask": 0.28757848776876926, "loss_maskiou": 0.006031817989423871, "loss_sem_seg": 0.28924559825100005, "lr": 0.01, "mask_rcnn/accuracy": 0.8690514920543115, "mask_rcnn/false_negative": 0.11330220204992442, "mask_rcnn/false_positive": 0.13692739196240183, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.7748055793344975, "total_loss": 1.6437405569158727} {"data_time": 0.015358109027147293, "eta_seconds": 127238.97668197379, "iteration": 107179, "loss_fcos_cls": 0.27324593905359507, "loss_fcos_ctr": 0.6192733566276729, "loss_fcos_loc": 0.20176136388909072, "loss_mask": 0.27821240993216634, "loss_maskiou": 0.007230054456158541, "loss_sem_seg": 0.2862969161942601, "lr": 0.01, "mask_rcnn/accuracy": 0.8789571185617104, "mask_rcnn/false_negative": 0.10068612416931498, "mask_rcnn/false_positive": 0.1442398649494268, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 34.25, "time": 0.785376681946218, "total_loss": 1.6972145113904844} {"data_time": 0.0170526634901762, "eta_seconds": 127185.21958236303, "iteration": 107199, "loss_fcos_cls": 0.2863250048831105, "loss_fcos_ctr": 0.6236326633952558, "loss_fcos_loc": 0.2118371456163004, "loss_mask": 0.2855139058083296, "loss_maskiou": 0.006594065300305374, "loss_sem_seg": 0.31086556054651737, "lr": 0.01, "mask_rcnn/accuracy": 0.8671889357220607, "mask_rcnn/false_negative": 0.11967047354892033, "mask_rcnn/false_positive": 0.16020270336267556, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7769478801637888, "total_loss": 1.744313680268533} {"data_time": 0.016135063022375107, "eta_seconds": 127115.7483370807, "iteration": 107219, "loss_fcos_cls": 0.26763348560780287, "loss_fcos_ctr": 0.622384368441999, "loss_fcos_loc": 0.20800017309375107, "loss_mask": 0.2817507889121771, "loss_maskiou": 0.006501557305455208, "loss_sem_seg": 0.2674801400862634, "lr": 0.01, "mask_rcnn/accuracy": 0.8750134264232008, "mask_rcnn/false_negative": 0.10710481554879533, "mask_rcnn/false_positive": 0.13570284441433733, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7754487162455916, "total_loss": 1.660595236617155} {"data_time": 0.015481672249734402, "eta_seconds": 127086.05175534729, "iteration": 107239, "loss_fcos_cls": 0.27402044110931456, "loss_fcos_ctr": 0.6231489973142743, "loss_fcos_loc": 0.20871837064623833, "loss_mask": 0.2856729421764612, "loss_maskiou": 0.006880742366774939, "loss_sem_seg": 0.3209812743589282, "lr": 0.01, "mask_rcnn/accuracy": 0.8872761255123167, "mask_rcnn/false_negative": 0.10220154895756042, "mask_rcnn/false_positive": 0.0961525293695849, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7862179568037391, "total_loss": 1.7137677626888035} {"data_time": 0.016113365069031715, "eta_seconds": 127052.31641188078, "iteration": 107259, "loss_fcos_cls": 0.27532172086648643, "loss_fcos_ctr": 0.6229446576908231, "loss_fcos_loc": 0.2044287626631558, "loss_mask": 0.27364460937678814, "loss_maskiou": 0.006358524951792788, "loss_sem_seg": 0.31277746986597776, "lr": 0.01, "mask_rcnn/accuracy": 0.8700066513091723, "mask_rcnn/false_negative": 0.11571277283923043, "mask_rcnn/false_positive": 0.14055597528647867, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7784028807654977, "total_loss": 1.7012509081396274} {"data_time": 0.016323878429830074, "eta_seconds": 127160.83014271781, "iteration": 107279, "loss_fcos_cls": 0.2726839757524431, "loss_fcos_ctr": 0.6246105413883924, "loss_fcos_loc": 0.21527890453580767, "loss_mask": 0.2897029211744666, "loss_maskiou": 0.0066815673490054905, "loss_sem_seg": 0.2972303666174412, "lr": 0.01, "mask_rcnn/accuracy": 0.866061778329753, "mask_rcnn/false_negative": 0.08360804328666537, "mask_rcnn/false_positive": 0.14853172157824085, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7886439561843872, "total_loss": 1.669113026066043} {"data_time": 0.016580634750425816, "eta_seconds": 127078.19887855835, "iteration": 107299, "loss_fcos_cls": 0.269175932276994, "loss_fcos_ctr": 0.6219750279560685, "loss_fcos_loc": 0.2017669656779617, "loss_mask": 0.2845445889979601, "loss_maskiou": 0.006423573759093415, "loss_sem_seg": 0.2880112468264997, "lr": 0.01, "mask_rcnn/accuracy": 0.8701382676988545, "mask_rcnn/false_negative": 0.11935112326016811, "mask_rcnn/false_positive": 0.15207657118337914, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7665477255359292, "total_loss": 1.6927441435473156} {"data_time": 0.01455546636134386, "eta_seconds": 127129.57152701542, "iteration": 107319, "loss_fcos_cls": 0.27958035620395094, "loss_fcos_ctr": 0.6251010103151202, "loss_fcos_loc": 0.21801420324482024, "loss_mask": 0.2757896976545453, "loss_maskiou": 0.005675361360772513, "loss_sem_seg": 0.30892460281029344, "lr": 0.01, "mask_rcnn/accuracy": 0.8850844450334246, "mask_rcnn/false_negative": 0.09712534133470763, "mask_rcnn/false_positive": 0.1308637112347373, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.7891586869955063, "total_loss": 1.7045064890116919} {"data_time": 0.017373256385326385, "eta_seconds": 126989.86020654254, "iteration": 107339, "loss_fcos_cls": 0.2725214962847531, "loss_fcos_ctr": 0.6244079153984785, "loss_fcos_loc": 0.20580827596131712, "loss_mask": 0.2798063843511045, "loss_maskiou": 0.006237817578949034, "loss_sem_seg": 0.2775360853411257, "lr": 0.01, "mask_rcnn/accuracy": 0.8754759696086226, "mask_rcnn/false_negative": 0.08380400970763817, "mask_rcnn/false_positive": 0.1555502812576528, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7632463844493032, "total_loss": 1.665402945553069} {"data_time": 0.015599408186972141, "eta_seconds": 126932.98145258054, "iteration": 107359, "loss_fcos_cls": 0.27227765426505357, "loss_fcos_ctr": 0.6198219768702984, "loss_fcos_loc": 0.19663245417177677, "loss_mask": 0.2805768894031644, "loss_maskiou": 0.005672030081768753, "loss_sem_seg": 0.292420232668519, "lr": 0.01, "mask_rcnn/accuracy": 0.8836128978296766, "mask_rcnn/false_negative": 0.09211433681592018, "mask_rcnn/false_positive": 0.1327941610333637, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7743768710643053, "total_loss": 1.7117100087270956} {"data_time": 0.01708197593688965, "eta_seconds": 126976.7378088506, "iteration": 107379, "loss_fcos_cls": 0.27111644169781357, "loss_fcos_ctr": 0.6236920449882746, "loss_fcos_loc": 0.21999917039647698, "loss_mask": 0.283725312910974, "loss_maskiou": 0.006283219430770259, "loss_sem_seg": 0.30237087048590183, "lr": 0.01, "mask_rcnn/accuracy": 0.8777714656079527, "mask_rcnn/false_negative": 0.1055783057859733, "mask_rcnn/false_positive": 0.13616349151915746, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7955691367387772, "total_loss": 1.723373754080967} {"data_time": 0.015752840787172318, "eta_seconds": 126943.01805253886, "iteration": 107399, "loss_fcos_cls": 0.27605021791532636, "loss_fcos_ctr": 0.6227174708619714, "loss_fcos_loc": 0.20643520425073802, "loss_mask": 0.28623542096465826, "loss_maskiou": 0.006254707550397143, "loss_sem_seg": 0.3001299328170717, "lr": 0.01, "mask_rcnn/accuracy": 0.8849035182184007, "mask_rcnn/false_negative": 0.09222618927054706, "mask_rcnn/false_positive": 0.1453332296590958, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.7873600032180548, "total_loss": 1.7143288047445822} {"data_time": 0.015884037129580975, "eta_seconds": 126905.99568692036, "iteration": 107419, "loss_fcos_cls": 0.2788469197694212, "loss_fcos_ctr": 0.6239148410968482, "loss_fcos_loc": 0.2183800837956369, "loss_mask": 0.2950986810028553, "loss_maskiou": 0.006938134814845398, "loss_sem_seg": 0.3113581705838442, "lr": 0.01, "mask_rcnn/accuracy": 0.8680729312272855, "mask_rcnn/false_negative": 0.117032968976894, "mask_rcnn/false_positive": 0.17216027075401913, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7770718261599541, "total_loss": 1.7404114769451553} {"data_time": 0.015193447470664978, "eta_seconds": 126847.67419209983, "iteration": 107439, "loss_fcos_cls": 0.2806416368111968, "loss_fcos_ctr": 0.6214354066178203, "loss_fcos_loc": 0.2055137021234259, "loss_mask": 0.2764731631614268, "loss_maskiou": 0.006216317359076129, "loss_sem_seg": 0.29646125133149326, "lr": 0.01, "mask_rcnn/accuracy": 0.8941316525489622, "mask_rcnn/false_negative": 0.09019371988146105, "mask_rcnn/false_positive": 0.1308413497951862, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.5, "time": 0.7715914864093065, "total_loss": 1.6931050974380923} {"data_time": 0.01677279081195593, "eta_seconds": 126850.58656639978, "iteration": 107459, "loss_fcos_cls": 0.2799176713451743, "loss_fcos_ctr": 0.6209609247744083, "loss_fcos_loc": 0.20443330402486026, "loss_mask": 0.27662598993629217, "loss_maskiou": 0.007034007619949989, "loss_sem_seg": 0.3166061893571168, "lr": 0.01, "mask_rcnn/accuracy": 0.8736737388617418, "mask_rcnn/false_negative": 0.11882755305503655, "mask_rcnn/false_positive": 0.17474861692679253, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7865116000175476, "total_loss": 1.714331587718334} {"data_time": 0.017040470615029335, "eta_seconds": 126845.70103537291, "iteration": 107479, "loss_fcos_cls": 0.27836686722002923, "loss_fcos_ctr": 0.6235168995335698, "loss_fcos_loc": 0.2143623516894877, "loss_mask": 0.2816152605228126, "loss_maskiou": 0.00638634392817039, "loss_sem_seg": 0.32160364650189877, "lr": 0.01, "mask_rcnn/accuracy": 0.8767023946675445, "mask_rcnn/false_negative": 0.09313624306107976, "mask_rcnn/false_positive": 0.1600071638784858, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.25, "time": 0.7788481554016471, "total_loss": 1.7156404151464812} {"data_time": 0.01756724715232849, "eta_seconds": 126912.50605252013, "iteration": 107499, "loss_fcos_cls": 0.27698257798328996, "loss_fcos_ctr": 0.6189555153250694, "loss_fcos_loc": 0.20405401184689254, "loss_mask": 0.2699349708855152, "loss_maskiou": 0.006265565210924251, "loss_sem_seg": 0.27178550977259874, "lr": 0.01, "mask_rcnn/accuracy": 0.8657362836438923, "mask_rcnn/false_negative": 0.08271184531274438, "mask_rcnn/false_positive": 0.16992577382529403, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.75, "time": 0.7995270565152168, "total_loss": 1.6839968660751765} {"data_time": 0.01689435914158821, "eta_seconds": 126881.47821648233, "iteration": 107519, "loss_fcos_cls": 0.2655106948222965, "loss_fcos_ctr": 0.6202817717567086, "loss_fcos_loc": 0.19928788905963302, "loss_mask": 0.2734062159433961, "loss_maskiou": 0.006580676146768383, "loss_sem_seg": 0.2976742705795914, "lr": 0.01, "mask_rcnn/accuracy": 0.8788059249066783, "mask_rcnn/false_negative": 0.10286211742549778, "mask_rcnn/false_positive": 0.13489575998397796, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.7767905285581946, "total_loss": 1.6902860049303854} {"data_time": 0.016406645067036152, "eta_seconds": 126812.89668699168, "iteration": 107539, "loss_fcos_cls": 0.27153382217511535, "loss_fcos_ctr": 0.6216452438384295, "loss_fcos_loc": 0.20661646942608058, "loss_mask": 0.2816711226478219, "loss_maskiou": 0.005844202256412245, "loss_sem_seg": 0.28672045306302607, "lr": 0.01, "mask_rcnn/accuracy": 0.8678652873487057, "mask_rcnn/false_negative": 0.1001801808546683, "mask_rcnn/false_positive": 0.1609819260507654, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7757007433101535, "total_loss": 1.6545891781934188} {"data_time": 0.01715470664203167, "eta_seconds": 126818.10564186238, "iteration": 107559, "loss_fcos_cls": 0.25673747807741165, "loss_fcos_ctr": 0.6215069508180022, "loss_fcos_loc": 0.20411008619703352, "loss_mask": 0.2861268753185868, "loss_maskiou": 0.00685431070451159, "loss_sem_seg": 0.3025535000488162, "lr": 0.01, "mask_rcnn/accuracy": 0.8894671257831196, "mask_rcnn/false_negative": 0.0890577558912833, "mask_rcnn/false_positive": 0.16203039464109045, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.5, "time": 0.7721125902608037, "total_loss": 1.702418363187462} {"data_time": 0.015097028575837612, "eta_seconds": 126834.62419236265, "iteration": 107579, "loss_fcos_cls": 0.27133017871528864, "loss_fcos_ctr": 0.6230133399367332, "loss_fcos_loc": 0.21112029859796166, "loss_mask": 0.27695096749812365, "loss_maskiou": 0.006568608674569987, "loss_sem_seg": 0.28183709690347314, "lr": 0.01, "mask_rcnn/accuracy": 0.8751712490551776, "mask_rcnn/false_negative": 0.106836272678745, "mask_rcnn/false_positive": 0.13561365230984465, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7962817288935184, "total_loss": 1.6796652833436383} {"data_time": 0.01575845666229725, "eta_seconds": 126819.00618432276, "iteration": 107599, "loss_fcos_cls": 0.2683873074129224, "loss_fcos_ctr": 0.6202904861420393, "loss_fcos_loc": 0.2029894874431193, "loss_mask": 0.2879750751890242, "loss_maskiou": 0.006141278143331874, "loss_sem_seg": 0.2769228992983699, "lr": 0.01, "mask_rcnn/accuracy": 0.8800232945290792, "mask_rcnn/false_negative": 0.08147080707924731, "mask_rcnn/false_positive": 0.16176441433482694, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.783820940181613, "total_loss": 1.6601032432517968} {"data_time": 0.015727312304079533, "eta_seconds": 126771.2634878587, "iteration": 107619, "loss_fcos_cls": 0.2645805112551898, "loss_fcos_ctr": 0.6247884524054825, "loss_fcos_loc": 0.19517148798331618, "loss_mask": 0.28184622433036566, "loss_maskiou": 0.005826310451084282, "loss_sem_seg": 0.2909152959473431, "lr": 0.01, "mask_rcnn/accuracy": 0.871046912741, "mask_rcnn/false_negative": 0.09913188199828295, "mask_rcnn/false_positive": 0.15373820899749333, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.5, "time": 0.7825637543573976, "total_loss": 1.6606286553433165} {"data_time": 0.017713873647153378, "eta_seconds": 126803.16672016308, "iteration": 107639, "loss_fcos_cls": 0.26807302655652165, "loss_fcos_ctr": 0.6258744923397899, "loss_fcos_loc": 0.21495884493924677, "loss_mask": 0.29013430140912533, "loss_maskiou": 0.006602720590308309, "loss_sem_seg": 0.2899334696121514, "lr": 0.01, "mask_rcnn/accuracy": 0.871320474359516, "mask_rcnn/false_negative": 0.10407911087772886, "mask_rcnn/false_positive": 0.15193539728583227, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.7995826322585344, "total_loss": 1.696226878753805} {"data_time": 0.015284066088497639, "eta_seconds": 126694.50214884803, "iteration": 107659, "loss_fcos_cls": 0.2755199581151828, "loss_fcos_ctr": 0.6234812969341874, "loss_fcos_loc": 0.21673163608647883, "loss_mask": 0.27942166943103075, "loss_maskiou": 0.006599864165764302, "loss_sem_seg": 0.32055476401001215, "lr": 0.01, "mask_rcnn/accuracy": 0.8895636405134886, "mask_rcnn/false_negative": 0.09033074016568926, "mask_rcnn/false_positive": 0.11367933305971915, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7662912914529443, "total_loss": 1.7057475424953736} {"data_time": 0.01639578677713871, "eta_seconds": 126639.74060114566, "iteration": 107679, "loss_fcos_cls": 0.26982645969837904, "loss_fcos_ctr": 0.6194698391482234, "loss_fcos_loc": 0.2063278116984293, "loss_mask": 0.28254495188593864, "loss_maskiou": 0.006151709007099271, "loss_sem_seg": 0.3000206397846341, "lr": 0.01, "mask_rcnn/accuracy": 0.8880196523053666, "mask_rcnn/false_negative": 0.0895118727424454, "mask_rcnn/false_positive": 0.11544163782756454, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 25.0, "time": 0.7696859482675791, "total_loss": 1.6868874066421995} {"data_time": 0.01803147792816162, "eta_seconds": 126673.99366077036, "iteration": 107699, "loss_fcos_cls": 0.2811620698776096, "loss_fcos_ctr": 0.6230275211855769, "loss_fcos_loc": 0.20851498725824058, "loss_mask": 0.28617129381746054, "loss_maskiou": 0.00617586298903916, "loss_sem_seg": 0.30404595797881484, "lr": 0.01, "mask_rcnn/accuracy": 0.8706023599371098, "mask_rcnn/false_negative": 0.1128014295818563, "mask_rcnn/false_positive": 0.15592426543110927, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7842458765953779, "total_loss": 1.7091040095256176} {"data_time": 0.016160093247890472, "eta_seconds": 126672.39329600148, "iteration": 107719, "loss_fcos_cls": 0.2753559499979019, "loss_fcos_ctr": 0.6230981182307005, "loss_fcos_loc": 0.2112093857722357, "loss_mask": 0.28717988450080156, "loss_maskiou": 0.006651690939179389, "loss_sem_seg": 0.28948730509728193, "lr": 0.01, "mask_rcnn/accuracy": 0.878567167074203, "mask_rcnn/false_negative": 0.10711854778808196, "mask_rcnn/false_positive": 0.15634238065864947, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7997577609494328, "total_loss": 1.6931197849771706} {"data_time": 0.01665322110056877, "eta_seconds": 126656.78180811368, "iteration": 107739, "loss_fcos_cls": 0.2772555318661034, "loss_fcos_ctr": 0.6233932357281446, "loss_fcos_loc": 0.1988903780002147, "loss_mask": 0.28199043590575457, "loss_maskiou": 0.005819243291625753, "loss_sem_seg": 0.29348456021398306, "lr": 0.01, "mask_rcnn/accuracy": 0.8809597855996332, "mask_rcnn/false_negative": 0.10362067902046213, "mask_rcnn/false_positive": 0.14329651082693762, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.790029862895608, "total_loss": 1.6627600665815407} {"data_time": 0.016431030817329884, "eta_seconds": 126739.2883802373, "iteration": 107759, "loss_fcos_cls": 0.2648108992725611, "loss_fcos_ctr": 0.6216629007831216, "loss_fcos_loc": 0.20440900896210223, "loss_mask": 0.2727681174874306, "loss_maskiou": 0.006027359966537915, "loss_sem_seg": 0.31016411539167166, "lr": 0.01, "mask_rcnn/accuracy": 0.854161750637755, "mask_rcnn/false_negative": 0.1065672206689888, "mask_rcnn/false_positive": 0.18190405574560198, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7909714644774795, "total_loss": 1.6991322196627152} {"data_time": 0.016661066561937332, "eta_seconds": 126770.09744643793, "iteration": 107779, "loss_fcos_cls": 0.28396460320800543, "loss_fcos_ctr": 0.6196848163381219, "loss_fcos_loc": 0.2042315358412452, "loss_mask": 0.2811250826343894, "loss_maskiou": 0.006428220964153297, "loss_sem_seg": 0.33140515303239226, "lr": 0.01, "mask_rcnn/accuracy": 0.8802328623757195, "mask_rcnn/false_negative": 0.10673818129948562, "mask_rcnn/false_positive": 0.14849882790571667, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.802213504910469, "total_loss": 1.7343239698529942} {"data_time": 0.015691331587731838, "eta_seconds": 126754.46813858673, "iteration": 107799, "loss_fcos_cls": 0.2639860592316836, "loss_fcos_ctr": 0.6231346521526575, "loss_fcos_loc": 0.21208700933493674, "loss_mask": 0.2816042071208358, "loss_maskiou": 0.006721655263390858, "loss_sem_seg": 0.30416726507246494, "lr": 0.01, "mask_rcnn/accuracy": 0.8951382382221181, "mask_rcnn/false_negative": 0.09698891943870303, "mask_rcnn/false_positive": 0.1407199435626173, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.25, "time": 0.7767049660906196, "total_loss": 1.6614291826990666} {"data_time": 0.01623800490051508, "eta_seconds": 126692.41763053276, "iteration": 107819, "loss_fcos_cls": 0.2767572831362486, "loss_fcos_ctr": 0.6259789653122425, "loss_fcos_loc": 0.21511276997625828, "loss_mask": 0.28098377492278814, "loss_maskiou": 0.006298160202277359, "loss_sem_seg": 0.33666921872645617, "lr": 0.01, "mask_rcnn/accuracy": 0.8711460910121624, "mask_rcnn/false_negative": 0.11998018521748463, "mask_rcnn/false_positive": 0.1554972955568819, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7775172861292958, "total_loss": 1.763431295621558} {"data_time": 0.014921726658940315, "eta_seconds": 126662.35507660639, "iteration": 107839, "loss_fcos_cls": 0.28771900408901274, "loss_fcos_ctr": 0.6248002201318741, "loss_fcos_loc": 0.21617797517683357, "loss_mask": 0.2881579641252756, "loss_maskiou": 0.006795942550525069, "loss_sem_seg": 0.30971699696965516, "lr": 0.01, "mask_rcnn/accuracy": 0.8953365053886724, "mask_rcnn/false_negative": 0.08525045506320994, "mask_rcnn/false_positive": 0.14886314237303205, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7824201658368111, "total_loss": 1.7186320108485234} {"data_time": 0.015332862734794617, "eta_seconds": 126631.34776931629, "iteration": 107859, "loss_fcos_cls": 0.2688164571300149, "loss_fcos_ctr": 0.6220547119155526, "loss_fcos_loc": 0.20499030407518148, "loss_mask": 0.279481447301805, "loss_maskiou": 0.006358850121614523, "loss_sem_seg": 0.28108996571972966, "lr": 0.01, "mask_rcnn/accuracy": 0.8960690949312056, "mask_rcnn/false_negative": 0.09529452087002721, "mask_rcnn/false_positive": 0.1409282154573709, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 23.75, "time": 0.7774447277188301, "total_loss": 1.6703467883271514} {"data_time": 0.01622168906033039, "eta_seconds": 126645.54688082822, "iteration": 107879, "loss_fcos_cls": 0.2777054142206907, "loss_fcos_ctr": 0.6204166607931256, "loss_fcos_loc": 0.19550623488612473, "loss_mask": 0.2679684003815055, "loss_maskiou": 0.005865761369932443, "loss_sem_seg": 0.30043315328657627, "lr": 0.01, "mask_rcnn/accuracy": 0.8693844934331734, "mask_rcnn/false_negative": 0.10257315264259739, "mask_rcnn/false_positive": 0.16134472336472594, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7820935426279902, "total_loss": 1.7238348817336373} {"data_time": 0.015544597059488297, "eta_seconds": 126643.33260577172, "iteration": 107899, "loss_fcos_cls": 0.27433377655688673, "loss_fcos_ctr": 0.6207947600632906, "loss_fcos_loc": 0.20797544659581035, "loss_mask": 0.2795578455552459, "loss_maskiou": 0.006910832700668834, "loss_sem_seg": 0.26051350962370634, "lr": 0.01, "mask_rcnn/accuracy": 0.8848387327904135, "mask_rcnn/false_negative": 0.09270924446600179, "mask_rcnn/false_positive": 0.13369227567346426, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.75, "time": 0.8091565780341625, "total_loss": 1.6775282886301284} {"data_time": 0.015305927023291588, "eta_seconds": 126754.12139711715, "iteration": 107919, "loss_fcos_cls": 0.2674092832021415, "loss_fcos_ctr": 0.6226208116859198, "loss_fcos_loc": 0.20880209980532527, "loss_mask": 0.2743517034687102, "loss_maskiou": 0.006672077652183361, "loss_sem_seg": 0.27321034541819245, "lr": 0.01, "mask_rcnn/accuracy": 0.8772382842025699, "mask_rcnn/false_negative": 0.10418889213282626, "mask_rcnn/false_positive": 0.13669919265968217, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7860968457534909, "total_loss": 1.6953227385383798} {"data_time": 0.01629135850816965, "eta_seconds": 126598.67613112368, "iteration": 107939, "loss_fcos_cls": 0.27845930284820497, "loss_fcos_ctr": 0.6211152048781514, "loss_fcos_loc": 0.20283164468128234, "loss_mask": 0.29242896288633347, "loss_maskiou": 0.006498172471765429, "loss_sem_seg": 0.3546794434078038, "lr": 0.01, "mask_rcnn/accuracy": 0.8670543079025221, "mask_rcnn/false_negative": 0.112017974080767, "mask_rcnn/false_positive": 0.15287746304577787, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.5, "time": 0.7702863095328212, "total_loss": 1.7393256453651702} {"data_time": 0.01568178366869688, "eta_seconds": 126596.45689275116, "iteration": 107959, "loss_fcos_cls": 0.2519943155348301, "loss_fcos_ctr": 0.6228854218497872, "loss_fcos_loc": 0.20385837880894542, "loss_mask": 0.28730847779661417, "loss_maskiou": 0.006657209945842624, "loss_sem_seg": 0.3087548199109733, "lr": 0.01, "mask_rcnn/accuracy": 0.889171873372151, "mask_rcnn/false_negative": 0.09725670947123935, "mask_rcnn/false_positive": 0.1356050485036609, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7791984984651208, "total_loss": 1.6767327210109215} {"data_time": 0.015766821801662445, "eta_seconds": 126493.5406394368, "iteration": 107979, "loss_fcos_cls": 0.27497180621139705, "loss_fcos_ctr": 0.6187802329659462, "loss_fcos_loc": 0.1982077518478036, "loss_mask": 0.28722723480314016, "loss_maskiou": 0.006036184888216667, "loss_sem_seg": 0.2724317624233663, "lr": 0.01, "mask_rcnn/accuracy": 0.8827105637336903, "mask_rcnn/false_negative": 0.08391850298609024, "mask_rcnn/false_positive": 0.14375094686964934, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7639965275302529, "total_loss": 1.6751406988623785} {"data_time": 0.01752233598381281, "eta_seconds": 126477.92617703509, "iteration": 107999, "loss_fcos_cls": 0.27170217712409794, "loss_fcos_ctr": 0.6209342153742909, "loss_fcos_loc": 0.20376524212770164, "loss_mask": 0.2815590901300311, "loss_maskiou": 0.007028739230008796, "loss_sem_seg": 0.26321136113256216, "lr": 0.01, "mask_rcnn/accuracy": 0.861947060715782, "mask_rcnn/false_negative": 0.09934970461424009, "mask_rcnn/false_positive": 0.16176315248505782, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.0, "time": 0.768945949152112, "total_loss": 1.6501652016595472} {"data_time": 0.015309427864849567, "eta_seconds": 126483.66862896644, "iteration": 108019, "loss_fcos_cls": 0.2808152057696134, "loss_fcos_ctr": 0.623091640882194, "loss_fcos_loc": 0.21036634629126638, "loss_mask": 0.28389012068510056, "loss_maskiou": 0.006681498132820707, "loss_sem_seg": 0.3087620041333139, "lr": 0.01, "mask_rcnn/accuracy": 0.8753373495275488, "mask_rcnn/false_negative": 0.09156431556239858, "mask_rcnn/false_positive": 0.17012412521977308, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.25, "time": 0.7848714012652636, "total_loss": 1.6904912874888396} {"data_time": 0.017543009482324123, "eta_seconds": 126422.60948979668, "iteration": 108039, "loss_fcos_cls": 0.2618800150230527, "loss_fcos_ctr": 0.6242089187726378, "loss_fcos_loc": 0.20809632923919708, "loss_mask": 0.29089259821921587, "loss_maskiou": 0.006665505323326215, "loss_sem_seg": 0.30248617148026824, "lr": 0.01, "mask_rcnn/accuracy": 0.8843854706061529, "mask_rcnn/false_negative": 0.0939508569494131, "mask_rcnn/false_positive": 0.1389683072394397, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.75, "time": 0.771946644410491, "total_loss": 1.6896272075755405} {"data_time": 0.016651741228997707, "eta_seconds": 126314.72689944785, "iteration": 108059, "loss_fcos_cls": 0.28053928655572236, "loss_fcos_ctr": 0.6225663446821272, "loss_fcos_loc": 0.20947687758598477, "loss_mask": 0.2757944166660309, "loss_maskiou": 0.006051066262443783, "loss_sem_seg": 0.3034889502450824, "lr": 0.01, "mask_rcnn/accuracy": 0.8779095945800881, "mask_rcnn/false_negative": 0.08390911432231705, "mask_rcnn/false_positive": 0.15468515953689144, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7834206502884626, "total_loss": 1.703668766967894} {"data_time": 0.01658148504793644, "eta_seconds": 126415.46832742821, "iteration": 108079, "loss_fcos_cls": 0.265739968046546, "loss_fcos_ctr": 0.6244314666837454, "loss_fcos_loc": 0.21712875505909324, "loss_mask": 0.2959864567965269, "loss_maskiou": 0.007714405768638244, "loss_sem_seg": 0.3276255801320076, "lr": 0.01, "mask_rcnn/accuracy": 0.8758197259318474, "mask_rcnn/false_negative": 0.10351725996411798, "mask_rcnn/false_positive": 0.13346824114644007, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7862911568954587, "total_loss": 1.770738117134897} {"data_time": 0.015638990327715874, "eta_seconds": 126342.4446526207, "iteration": 108099, "loss_fcos_cls": 0.265775493811816, "loss_fcos_ctr": 0.6189773390069604, "loss_fcos_loc": 0.19926025700988248, "loss_mask": 0.2822652002796531, "loss_maskiou": 0.006304096459643915, "loss_sem_seg": 0.3221957627683878, "lr": 0.01, "mask_rcnn/accuracy": 0.8776700534665922, "mask_rcnn/false_negative": 0.1032505033729556, "mask_rcnn/false_positive": 0.14979608268126132, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7754086377099156, "total_loss": 1.6788966922322288} {"data_time": 0.015253460966050625, "eta_seconds": 126267.92662271764, "iteration": 108119, "loss_fcos_cls": 0.28291818872094154, "loss_fcos_ctr": 0.6223925054073334, "loss_fcos_loc": 0.20725244679488242, "loss_mask": 0.2813749220222235, "loss_maskiou": 0.006032903322193306, "loss_sem_seg": 0.3016269886866212, "lr": 0.01, "mask_rcnn/accuracy": 0.8580064247921391, "mask_rcnn/false_negative": 0.10899933663423486, "mask_rcnn/false_positive": 0.16188323468226512, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7845118781551719, "total_loss": 1.690727893361327} {"data_time": 0.016568291932344437, "eta_seconds": 126378.16708626878, "iteration": 108139, "loss_fcos_cls": 0.281271340791136, "loss_fcos_ctr": 0.6220097178593278, "loss_fcos_loc": 0.21069295005872846, "loss_mask": 0.2864006347954273, "loss_maskiou": 0.0070889852941036224, "loss_sem_seg": 0.2816893355920911, "lr": 0.01, "mask_rcnn/accuracy": 0.8684617139538742, "mask_rcnn/false_negative": 0.09670155878199937, "mask_rcnn/false_positive": 0.1679964412955174, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7847123024985194, "total_loss": 1.7322342672850937} {"data_time": 0.0156926354393363, "eta_seconds": 126374.33431295771, "iteration": 108159, "loss_fcos_cls": 0.2678468795493245, "loss_fcos_ctr": 0.6231623273342848, "loss_fcos_loc": 0.20890095294453204, "loss_mask": 0.2751437881961465, "loss_maskiou": 0.006108390283770859, "loss_sem_seg": 0.2942288741469383, "lr": 0.01, "mask_rcnn/accuracy": 0.8715283783004727, "mask_rcnn/false_negative": 0.09013047639552628, "mask_rcnn/false_positive": 0.13616126521150218, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 24.25, "time": 0.7681423835456371, "total_loss": 1.692263412172906} {"data_time": 0.017163574695587158, "eta_seconds": 126336.27128497139, "iteration": 108179, "loss_fcos_cls": 0.27525139204226434, "loss_fcos_ctr": 0.6222203681245446, "loss_fcos_loc": 0.21161072445102036, "loss_mask": 0.2781423991546035, "loss_maskiou": 0.006596907463972457, "loss_sem_seg": 0.30027438374236226, "lr": 0.01, "mask_rcnn/accuracy": 0.8932499660993967, "mask_rcnn/false_negative": 0.09657315670078503, "mask_rcnn/false_positive": 0.1394875802930518, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7706173676997423, "total_loss": 1.7295070612162817} {"data_time": 0.01677567046135664, "eta_seconds": 126372.53961014282, "iteration": 108199, "loss_fcos_cls": 0.2728236303664744, "loss_fcos_ctr": 0.621453071013093, "loss_fcos_loc": 0.20835005957633257, "loss_mask": 0.28834475576877594, "loss_maskiou": 0.00716189481317997, "loss_sem_seg": 0.2919989204965532, "lr": 0.01, "mask_rcnn/accuracy": 0.8701707716747289, "mask_rcnn/false_negative": 0.1125255746123256, "mask_rcnn/false_positive": 0.12453752203743503, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.75, "time": 0.7901331773027778, "total_loss": 1.694302416057326} {"data_time": 0.01763327233493328, "eta_seconds": 126500.79770739377, "iteration": 108219, "loss_fcos_cls": 0.27580979402409866, "loss_fcos_ctr": 0.6220524813979864, "loss_fcos_loc": 0.20977154513821006, "loss_mask": 0.2754126200452447, "loss_maskiou": 0.00648712829570286, "loss_sem_seg": 0.28102923976257443, "lr": 0.01, "mask_rcnn/accuracy": 0.8680691584669582, "mask_rcnn/false_negative": 0.11137204599838255, "mask_rcnn/false_positive": 0.14653845283031275, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7876284280791879, "total_loss": 1.7013647898675117} {"data_time": 0.016634372994303703, "eta_seconds": 126424.81038436946, "iteration": 108239, "loss_fcos_cls": 0.261460046749562, "loss_fcos_ctr": 0.6199628980830312, "loss_fcos_loc": 0.1959881375078112, "loss_mask": 0.271922217682004, "loss_maskiou": 0.006200515083037317, "loss_sem_seg": 0.3305048276670277, "lr": 0.01, "mask_rcnn/accuracy": 0.8794655642930789, "mask_rcnn/false_negative": 0.10821020885753853, "mask_rcnn/false_positive": 0.1357935141291645, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.0, "time": 0.7763252202421427, "total_loss": 1.6697977791773155} {"data_time": 0.01677936129271984, "eta_seconds": 126488.22717586346, "iteration": 108259, "loss_fcos_cls": 0.2746897058095783, "loss_fcos_ctr": 0.6221871944144368, "loss_fcos_loc": 0.20973325928207487, "loss_mask": 0.28308159206062555, "loss_maskiou": 0.006434300012188032, "loss_sem_seg": 0.28394269151613116, "lr": 0.01, "mask_rcnn/accuracy": 0.8887249611383015, "mask_rcnn/false_negative": 0.09220007106202127, "mask_rcnn/false_positive": 0.12993927869873767, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.783395741134882, "total_loss": 1.7009100067371037} {"data_time": 0.01837242767214775, "eta_seconds": 126393.54826052394, "iteration": 108279, "loss_fcos_cls": 0.2640552478842437, "loss_fcos_ctr": 0.6204579211771488, "loss_fcos_loc": 0.2046231993008405, "loss_mask": 0.271421829238534, "loss_maskiou": 0.006127303793618921, "loss_sem_seg": 0.2636412603314966, "lr": 0.01, "mask_rcnn/accuracy": 0.8855157119666048, "mask_rcnn/false_negative": 0.09257858032783987, "mask_rcnn/false_positive": 0.16045236827723636, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7765240352600813, "total_loss": 1.637007532757707} {"data_time": 0.016715179197490215, "eta_seconds": 126467.1566504268, "iteration": 108299, "loss_fcos_cls": 0.27397279697470367, "loss_fcos_ctr": 0.6208764803595841, "loss_fcos_loc": 0.20224011305253953, "loss_mask": 0.2919939449056983, "loss_maskiou": 0.006902326640556566, "loss_sem_seg": 0.28908211551606655, "lr": 0.01, "mask_rcnn/accuracy": 0.8611941022655308, "mask_rcnn/false_negative": 0.10886470298256784, "mask_rcnn/false_positive": 0.169036505642557, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7936899326741695, "total_loss": 1.708244753855979} {"data_time": 0.015606215223670006, "eta_seconds": 126451.51455091592, "iteration": 108319, "loss_fcos_cls": 0.273621499305591, "loss_fcos_ctr": 0.6249356996268034, "loss_fcos_loc": 0.21615523262880743, "loss_mask": 0.2890367601066828, "loss_maskiou": 0.006913785735378042, "loss_sem_seg": 0.2913494682870805, "lr": 0.01, "mask_rcnn/accuracy": 0.8450093951936768, "mask_rcnn/false_negative": 0.10935474965649816, "mask_rcnn/false_positive": 0.20105697344154477, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 42.0, "time": 0.7882967535406351, "total_loss": 1.708731620979961} {"data_time": 0.01457230094820261, "eta_seconds": 126479.29609347135, "iteration": 108339, "loss_fcos_cls": 0.26028470252640545, "loss_fcos_ctr": 0.6191123416647315, "loss_fcos_loc": 0.21087590290699154, "loss_mask": 0.28927540592849255, "loss_maskiou": 0.006353555334499106, "loss_sem_seg": 0.29103403608314693, "lr": 0.01, "mask_rcnn/accuracy": 0.8656291931002239, "mask_rcnn/false_negative": 0.09546176388582499, "mask_rcnn/false_positive": 0.15118870059432182, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7728493353351951, "total_loss": 1.6976105316061876} {"data_time": 0.016998049803078175, "eta_seconds": 126501.25394348335, "iteration": 108359, "loss_fcos_cls": 0.2773538746405393, "loss_fcos_ctr": 0.6202762313187122, "loss_fcos_loc": 0.20415835035964847, "loss_mask": 0.27699476294219494, "loss_maskiou": 0.006419826138881035, "loss_sem_seg": 0.29488204093649983, "lr": 0.01, "mask_rcnn/accuracy": 0.8871217757936507, "mask_rcnn/false_negative": 0.08347088115145182, "mask_rcnn/false_positive": 0.15093486524266028, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7812870079651475, "total_loss": 1.6960916716925567} {"data_time": 0.01707701664417982, "eta_seconds": 126448.00115007907, "iteration": 108379, "loss_fcos_cls": 0.26907888846471906, "loss_fcos_ctr": 0.6223417343571782, "loss_fcos_loc": 0.20099428249523044, "loss_mask": 0.2718245489522815, "loss_maskiou": 0.0062575540723628365, "loss_sem_seg": 0.2997597041539848, "lr": 0.01, "mask_rcnn/accuracy": 0.8845342443379791, "mask_rcnn/false_negative": 0.09344170208770552, "mask_rcnn/false_positive": 0.13102318793905404, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.810323397628963, "total_loss": 1.6669149822482723} {"data_time": 0.016439800150692463, "eta_seconds": 126432.35367838293, "iteration": 108399, "loss_fcos_cls": 0.26805666205473244, "loss_fcos_ctr": 0.6209817305207253, "loss_fcos_loc": 0.20654209307394922, "loss_mask": 0.28431476652622223, "loss_maskiou": 0.006159160999231972, "loss_sem_seg": 0.2974564756732434, "lr": 0.01, "mask_rcnn/accuracy": 0.8791696127847344, "mask_rcnn/false_negative": 0.10380863346084107, "mask_rcnn/false_positive": 0.14946873092027876, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.0, "time": 0.7943305550143123, "total_loss": 1.658416869409848} {"data_time": 0.015556723810732365, "eta_seconds": 126416.7062066868, "iteration": 108419, "loss_fcos_cls": 0.2697199953254312, "loss_fcos_ctr": 0.6221184832975268, "loss_fcos_loc": 0.21375642041675746, "loss_mask": 0.29210818465799093, "loss_maskiou": 0.006784236524254084, "loss_sem_seg": 0.30091075995005667, "lr": 0.01, "mask_rcnn/accuracy": 0.8679795819654561, "mask_rcnn/false_negative": 0.09990643562574585, "mask_rcnn/false_positive": 0.1701369444835816, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 30.0, "time": 0.7753526633605361, "total_loss": 1.7088332758867182} {"data_time": 0.014343916438519955, "eta_seconds": 126438.64544492494, "iteration": 108439, "loss_fcos_cls": 0.278181349625811, "loss_fcos_ctr": 0.6214068136177957, "loss_fcos_loc": 0.20383822405710816, "loss_mask": 0.2847671154886484, "loss_maskiou": 0.007556699609267525, "loss_sem_seg": 0.2893892815336585, "lr": 0.01, "mask_rcnn/accuracy": 0.8848571268129893, "mask_rcnn/false_negative": 0.08234525694171094, "mask_rcnn/false_positive": 0.14081351158398042, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7770494166761637, "total_loss": 1.7092306723207003} {"data_time": 0.016513855196535587, "eta_seconds": 126355.29377374146, "iteration": 108459, "loss_fcos_cls": 0.254724740749225, "loss_fcos_ctr": 0.6233424581587315, "loss_fcos_loc": 0.20782239153049886, "loss_mask": 0.29396950360387564, "loss_maskiou": 0.006080831582949031, "loss_sem_seg": 0.32657674979418516, "lr": 0.01, "mask_rcnn/accuracy": 0.872266976966225, "mask_rcnn/false_negative": 0.10158881066173323, "mask_rcnn/false_positive": 0.13332770139456113, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 23.25, "time": 0.7798583852127194, "total_loss": 1.685855178613565} {"data_time": 0.01650066953152418, "eta_seconds": 126364.1675634291, "iteration": 108479, "loss_fcos_cls": 0.2774362633936107, "loss_fcos_ctr": 0.6221128785982728, "loss_fcos_loc": 0.2040228988043964, "loss_mask": 0.2771955607458949, "loss_maskiou": 0.006485563222668134, "loss_sem_seg": 0.30902054626494646, "lr": 0.01, "mask_rcnn/accuracy": 0.882296918767507, "mask_rcnn/false_negative": 0.07974518909515087, "mask_rcnn/false_positive": 0.1334168558011446, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.25, "time": 0.7822022074833512, "total_loss": 1.689601661186316} {"data_time": 0.016092387959361076, "eta_seconds": 126278.16071198136, "iteration": 108499, "loss_fcos_cls": 0.28101515863090754, "loss_fcos_ctr": 0.6228497745469213, "loss_fcos_loc": 0.20519147044979036, "loss_mask": 0.27074373606592417, "loss_maskiou": 0.0061565215000882745, "loss_sem_seg": 0.2845085908193141, "lr": 0.01, "mask_rcnn/accuracy": 0.875819970845481, "mask_rcnn/false_negative": 0.11035311854127958, "mask_rcnn/false_positive": 0.1543327665540965, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 24.25, "time": 0.7634511422365904, "total_loss": 1.658804820770456} {"data_time": 0.01757069118320942, "eta_seconds": 126295.09355580714, "iteration": 108519, "loss_fcos_cls": 0.28011425980366766, "loss_fcos_ctr": 0.6228973791003227, "loss_fcos_loc": 0.2134009546134621, "loss_mask": 0.29259056132286787, "loss_maskiou": 0.006557542736118194, "loss_sem_seg": 0.2985603711567819, "lr": 0.01, "mask_rcnn/accuracy": 0.8978041432090078, "mask_rcnn/false_negative": 0.08378202074693653, "mask_rcnn/false_positive": 0.1302764216987211, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7913349876180291, "total_loss": 1.719855281742639} {"data_time": 0.017083527520298958, "eta_seconds": 126284.53494139854, "iteration": 108539, "loss_fcos_cls": 0.2778641318436712, "loss_fcos_ctr": 0.6217907620593905, "loss_fcos_loc": 0.20508361677639186, "loss_mask": 0.28345171734690666, "loss_maskiou": 0.0065889700199477375, "loss_sem_seg": 0.3024751436896622, "lr": 0.01, "mask_rcnn/accuracy": 0.8688479381114148, "mask_rcnn/false_negative": 0.10243345406449818, "mask_rcnn/false_positive": 0.1742799250101644, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7750203646719456, "total_loss": 1.713987549446756} {"data_time": 0.017291268333792686, "eta_seconds": 126296.17328017484, "iteration": 108559, "loss_fcos_cls": 0.2741072902281303, "loss_fcos_ctr": 0.6221369355916977, "loss_fcos_loc": 0.20625729789026082, "loss_mask": 0.2697572186589241, "loss_maskiou": 0.006197365073603578, "loss_sem_seg": 0.30030589224770665, "lr": 0.01, "mask_rcnn/accuracy": 0.8866958255750358, "mask_rcnn/false_negative": 0.09737751077156465, "mask_rcnn/false_positive": 0.13991104460555323, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7773303398862481, "total_loss": 1.688461580853982} {"data_time": 0.016450797207653522, "eta_seconds": 126248.1672572745, "iteration": 108579, "loss_fcos_cls": 0.27840969478711486, "loss_fcos_ctr": 0.6232099737972021, "loss_fcos_loc": 0.21281066758092493, "loss_mask": 0.26830289512872696, "loss_maskiou": 0.006286309129791334, "loss_sem_seg": 0.29134061420336366, "lr": 0.01, "mask_rcnn/accuracy": 0.8795663265306123, "mask_rcnn/false_negative": 0.0913068498527989, "mask_rcnn/false_positive": 0.1447131536476455, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 27.75, "time": 0.7823319137096405, "total_loss": 1.7125580527208513} {"data_time": 0.016885350458323956, "eta_seconds": 126237.60675380845, "iteration": 108599, "loss_fcos_cls": 0.2774575449875556, "loss_fcos_ctr": 0.6200602971948683, "loss_fcos_loc": 0.20309396437369287, "loss_mask": 0.2847394486889243, "loss_maskiou": 0.006809686135966331, "loss_sem_seg": 0.3082273229956627, "lr": 0.01, "mask_rcnn/accuracy": 0.8743150037792895, "mask_rcnn/false_negative": 0.09026494262976224, "mask_rcnn/false_positive": 0.13240506248980827, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7879496356472373, "total_loss": 1.6927295040804893} {"data_time": 0.015020896680653095, "eta_seconds": 126216.88305825274, "iteration": 108619, "loss_fcos_cls": 0.2763881729915738, "loss_fcos_ctr": 0.6217509526759386, "loss_fcos_loc": 0.20861857780255377, "loss_mask": 0.27695138566195965, "loss_maskiou": 0.006829279504017904, "loss_sem_seg": 0.3108248640783131, "lr": 0.01, "mask_rcnn/accuracy": 0.8680589153764955, "mask_rcnn/false_negative": 0.11722733394514422, "mask_rcnn/false_positive": 0.1629955963050843, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7799160210415721, "total_loss": 1.7229235127160791} {"data_time": 0.014507514424622059, "eta_seconds": 126136.54143003188, "iteration": 108639, "loss_fcos_cls": 0.25814723887015134, "loss_fcos_ctr": 0.6236484227702022, "loss_fcos_loc": 0.20089897233992815, "loss_mask": 0.2876008730381727, "loss_maskiou": 0.006155850205686875, "loss_sem_seg": 0.30855268193408847, "lr": 0.01, "mask_rcnn/accuracy": 0.8726183638660143, "mask_rcnn/false_negative": 0.09528336762622377, "mask_rcnn/false_positive": 0.11830771206835397, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 24.25, "time": 0.7677036495879292, "total_loss": 1.701688885288604} {"data_time": 0.015142443589866161, "eta_seconds": 126185.59885923099, "iteration": 108659, "loss_fcos_cls": 0.28182188398204744, "loss_fcos_ctr": 0.6246465044096112, "loss_fcos_loc": 0.21254858281463385, "loss_mask": 0.2803987814113498, "loss_maskiou": 0.00610670329479035, "loss_sem_seg": 0.3054997604340315, "lr": 0.01, "mask_rcnn/accuracy": 0.8735415852328835, "mask_rcnn/false_negative": 0.11237322655091134, "mask_rcnn/false_positive": 0.13150177911434285, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 25.25, "time": 0.7837080545723438, "total_loss": 1.7144081392980297} {"data_time": 0.016816350631415844, "eta_seconds": 126245.23065049294, "iteration": 108679, "loss_fcos_cls": 0.27648465137463063, "loss_fcos_ctr": 0.6220509731210768, "loss_fcos_loc": 0.20858532399870455, "loss_mask": 0.26926313806325197, "loss_maskiou": 0.006088912254199386, "loss_sem_seg": 0.32685452327132225, "lr": 0.01, "mask_rcnn/accuracy": 0.8833041028911565, "mask_rcnn/false_negative": 0.08396034863863171, "mask_rcnn/false_positive": 0.161703199116393, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.0, "time": 0.8002591086551547, "total_loss": 1.7270410639321199} {"data_time": 0.01745685562491417, "eta_seconds": 126229.57921879459, "iteration": 108699, "loss_fcos_cls": 0.26926607033237815, "loss_fcos_ctr": 0.6238997974433005, "loss_fcos_loc": 0.21860184613615274, "loss_mask": 0.27217506896704435, "loss_maskiou": 0.005892147630220279, "loss_sem_seg": 0.34074966702610254, "lr": 0.01, "mask_rcnn/accuracy": 0.8675055492976411, "mask_rcnn/false_negative": 0.08992294253330377, "mask_rcnn/false_positive": 0.1480810249969281, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7930773040279746, "total_loss": 1.7343944343119801} {"data_time": 0.015573674812912941, "eta_seconds": 126165.47222208604, "iteration": 108719, "loss_fcos_cls": 0.2858764394186437, "loss_fcos_ctr": 0.623508314602077, "loss_fcos_loc": 0.21851148456335068, "loss_mask": 0.2717041289433837, "loss_maskiou": 0.0061843983276048675, "loss_sem_seg": 0.30952963791787624, "lr": 0.01, "mask_rcnn/accuracy": 0.8918383159048744, "mask_rcnn/false_negative": 0.09792502535176803, "mask_rcnn/false_positive": 0.14302907176168767, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 40.25, "time": 0.7871994841843843, "total_loss": 1.7232564062287565} {"data_time": 0.01641278713941574, "eta_seconds": 126109.15492593683, "iteration": 108739, "loss_fcos_cls": 0.2856140132062137, "loss_fcos_ctr": 0.6205315832048655, "loss_fcos_loc": 0.2047163039969746, "loss_mask": 0.29079060535877943, "loss_maskiou": 0.006638451537583023, "loss_sem_seg": 0.299278839956969, "lr": 0.01, "mask_rcnn/accuracy": 0.8869581378359468, "mask_rcnn/false_negative": 0.10372466792077674, "mask_rcnn/false_positive": 0.14191412122598218, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.75, "time": 0.7777496380731463, "total_loss": 1.7154178135424445} {"data_time": 0.020024611614644527, "eta_seconds": 125919.66922156233, "iteration": 108759, "loss_fcos_cls": 0.2704397947527468, "loss_fcos_ctr": 0.6208204366266727, "loss_fcos_loc": 0.2081646501319483, "loss_mask": 0.28627636283636093, "loss_maskiou": 0.006593246405827813, "loss_sem_seg": 0.27695158473215997, "lr": 0.01, "mask_rcnn/accuracy": 0.8685695460516553, "mask_rcnn/false_negative": 0.10369455573732261, "mask_rcnn/false_positive": 0.1504593490844, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.75, "time": 0.7708314722403884, "total_loss": 1.6566381813318003} {"data_time": 0.016376778483390808, "eta_seconds": 125890.2042885879, "iteration": 108779, "loss_fcos_cls": 0.2791045680642128, "loss_fcos_ctr": 0.622853996232152, "loss_fcos_loc": 0.213773027760908, "loss_mask": 0.2880540578626096, "loss_maskiou": 0.006611666911339853, "loss_sem_seg": 0.2899133553728461, "lr": 0.01, "mask_rcnn/accuracy": 0.906612181909801, "mask_rcnn/false_negative": 0.08663749005788997, "mask_rcnn/false_positive": 0.11160631431413533, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7737235855311155, "total_loss": 1.6959971016840427} {"data_time": 0.0163797065615654, "eta_seconds": 125806.58514796477, "iteration": 108799, "loss_fcos_cls": 0.2755472636781633, "loss_fcos_ctr": 0.6246874602511525, "loss_fcos_loc": 0.21141794277355075, "loss_mask": 0.2854634877294302, "loss_maskiou": 0.006484005629317835, "loss_sem_seg": 0.32720434619113803, "lr": 0.01, "mask_rcnn/accuracy": 0.8732245739204773, "mask_rcnn/false_negative": 0.09374810534784105, "mask_rcnn/false_positive": 0.1355688216361498, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7547936206683517, "total_loss": 1.7187302788661327} {"data_time": 0.016255488619208336, "eta_seconds": 125803.40391851496, "iteration": 108819, "loss_fcos_cls": 0.2645901476498693, "loss_fcos_ctr": 0.6221028119325638, "loss_fcos_loc": 0.21497662528418005, "loss_mask": 0.28689970076084137, "loss_maskiou": 0.006582488946150988, "loss_sem_seg": 0.2899094792082906, "lr": 0.01, "mask_rcnn/accuracy": 0.8916514560647213, "mask_rcnn/false_negative": 0.08248682870010689, "mask_rcnn/false_positive": 0.14840465777720646, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 26.25, "time": 0.7701106444001198, "total_loss": 1.7137458447978133} {"data_time": 0.015558596700429916, "eta_seconds": 125787.79371583369, "iteration": 108839, "loss_fcos_cls": 0.28468290506862104, "loss_fcos_ctr": 0.6232701512053609, "loss_fcos_loc": 0.21839873166754842, "loss_mask": 0.2791056502610445, "loss_maskiou": 0.006149119813926518, "loss_sem_seg": 0.2826300433371216, "lr": 0.01, "mask_rcnn/accuracy": 0.8884099398688047, "mask_rcnn/false_negative": 0.09580620313131175, "mask_rcnn/false_positive": 0.1382454351162839, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7818235512822866, "total_loss": 1.6820742533163866} {"data_time": 0.01666258182376623, "eta_seconds": 125759.75916606095, "iteration": 108859, "loss_fcos_cls": 0.27161910058930516, "loss_fcos_ctr": 0.6209765197709203, "loss_fcos_loc": 0.2002067866269499, "loss_mask": 0.25810327008366585, "loss_maskiou": 0.0058704652765300125, "loss_sem_seg": 0.27687993412837386, "lr": 0.01, "mask_rcnn/accuracy": 0.8850620131710694, "mask_rcnn/false_negative": 0.08350049828290387, "mask_rcnn/false_positive": 0.16950335126423965, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7741758693009615, "total_loss": 1.6556652177096112} {"data_time": 0.014689923264086246, "eta_seconds": 125759.82801696751, "iteration": 108879, "loss_fcos_cls": 0.27861727867275476, "loss_fcos_ctr": 0.6267233230173588, "loss_fcos_loc": 0.21809800068149343, "loss_mask": 0.2842010036110878, "loss_maskiou": 0.007067130238283426, "loss_sem_seg": 0.3008981538005173, "lr": 0.01, "mask_rcnn/accuracy": 0.8751952547323276, "mask_rcnn/false_negative": 0.09536638369607811, "mask_rcnn/false_positive": 0.15135151446553352, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.796201222576201, "total_loss": 1.727879951678915} {"data_time": 0.015451646409928799, "eta_seconds": 125764.69956103619, "iteration": 108899, "loss_fcos_cls": 0.25863123749149963, "loss_fcos_ctr": 0.6226018304005265, "loss_fcos_loc": 0.20115266484208405, "loss_mask": 0.290068325586617, "loss_maskiou": 0.006856206004158594, "loss_sem_seg": 0.31309911236166954, "lr": 0.01, "mask_rcnn/accuracy": 0.8798144712430427, "mask_rcnn/false_negative": 0.08911463210000284, "mask_rcnn/false_positive": 0.15216393973129688, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.8074474269524217, "total_loss": 1.7092040737334173} {"data_time": 0.016918771900236607, "eta_seconds": 125693.16571338102, "iteration": 108919, "loss_fcos_cls": 0.2710275797871873, "loss_fcos_ctr": 0.6231835088692605, "loss_fcos_loc": 0.2090910809347406, "loss_mask": 0.27768688276410103, "loss_maskiou": 0.006962165018194355, "loss_sem_seg": 0.33387258695438504, "lr": 0.01, "mask_rcnn/accuracy": 0.8767030163713838, "mask_rcnn/false_negative": 0.09749042757135126, "mask_rcnn/false_positive": 0.19918971597322177, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7715007727965713, "total_loss": 1.7263467240190948} {"data_time": 0.016705424524843693, "eta_seconds": 125765.26750810537, "iteration": 108939, "loss_fcos_cls": 0.27164376759901643, "loss_fcos_ctr": 0.6242365622892976, "loss_fcos_loc": 0.21381138206925243, "loss_mask": 0.27229440305382013, "loss_maskiou": 0.0066599117271834984, "loss_sem_seg": 0.28647777205333114, "lr": 0.01, "mask_rcnn/accuracy": 0.8905268648156937, "mask_rcnn/false_negative": 0.09076591351760455, "mask_rcnn/false_positive": 0.13356137334200427, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 36.75, "time": 0.79946303460747, "total_loss": 1.6759527007379802} {"data_time": 0.015786188654601574, "eta_seconds": 125737.92578656878, "iteration": 108959, "loss_fcos_cls": 0.2698390702717006, "loss_fcos_ctr": 0.6247280323877931, "loss_fcos_loc": 0.21053732428117655, "loss_mask": 0.28556820191442966, "loss_maskiou": 0.006010725963278674, "loss_sem_seg": 0.340603010263294, "lr": 0.01, "mask_rcnn/accuracy": 0.8869622902014929, "mask_rcnn/false_negative": 0.08027900030013149, "mask_rcnn/false_positive": 0.15399050161955605, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.76272436324507, "total_loss": 1.7401639796153177} {"data_time": 0.016191910952329636, "eta_seconds": 125812.5614719959, "iteration": 108979, "loss_fcos_cls": 0.2634114103857428, "loss_fcos_ctr": 0.6219933391548693, "loss_fcos_loc": 0.20812910958193243, "loss_mask": 0.27545373886823654, "loss_maskiou": 0.006241957817110233, "loss_sem_seg": 0.3077762285247445, "lr": 0.01, "mask_rcnn/accuracy": 0.888366704652695, "mask_rcnn/false_negative": 0.09748398730478479, "mask_rcnn/false_positive": 0.12626178539487373, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.25, "time": 0.7853461615741253, "total_loss": 1.6896688626329706} {"data_time": 0.016616414301097393, "eta_seconds": 125796.934620657, "iteration": 108999, "loss_fcos_cls": 0.26286128372885287, "loss_fcos_ctr": 0.6203303323127329, "loss_fcos_loc": 0.19866116892080754, "loss_mask": 0.28463023714721203, "loss_maskiou": 0.006667689041933045, "loss_sem_seg": 0.30347351636737585, "lr": 0.01, "mask_rcnn/accuracy": 0.8874755349359231, "mask_rcnn/false_negative": 0.08925878491681208, "mask_rcnn/false_positive": 0.15243794034576358, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7649382781237364, "total_loss": 1.6922714164029458} {"data_time": 0.016208534128963947, "eta_seconds": 125701.68022580259, "iteration": 109019, "loss_fcos_cls": 0.2559051173739135, "loss_fcos_ctr": 0.6212507206946611, "loss_fcos_loc": 0.20012255548499525, "loss_mask": 0.277422989718616, "loss_maskiou": 0.006528036901727319, "loss_sem_seg": 0.287708685034886, "lr": 0.01, "mask_rcnn/accuracy": 0.8951340404582886, "mask_rcnn/false_negative": 0.07559930079168076, "mask_rcnn/false_positive": 0.16011522766376082, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.0, "time": 0.7767611788585782, "total_loss": 1.6551372473113588} {"data_time": 0.016559086740016937, "eta_seconds": 125707.71562851686, "iteration": 109039, "loss_fcos_cls": 0.2817695995327085, "loss_fcos_ctr": 0.6272302456200123, "loss_fcos_loc": 0.2184766594436951, "loss_mask": 0.2898697042837739, "loss_maskiou": 0.006603952482691966, "loss_sem_seg": 0.3247526320628822, "lr": 0.01, "mask_rcnn/accuracy": 0.8606373152709359, "mask_rcnn/false_negative": 0.07918225458541601, "mask_rcnn/false_positive": 0.16049344318248454, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.0, "time": 0.7863986548036337, "total_loss": 1.7564042792873806} {"data_time": 0.016545690596103668, "eta_seconds": 125808.22574408166, "iteration": 109059, "loss_fcos_cls": 0.2751480343285948, "loss_fcos_ctr": 0.6198082370683551, "loss_fcos_loc": 0.20816257188562304, "loss_mask": 0.2669483320787549, "loss_maskiou": 0.006649437935266178, "loss_sem_seg": 0.2791825491003692, "lr": 0.01, "mask_rcnn/accuracy": 0.8687158553489889, "mask_rcnn/false_negative": 0.1097531171590121, "mask_rcnn/false_positive": 0.1356206343296228, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.0, "time": 0.7911888295784593, "total_loss": 1.6531843191332882} {"data_time": 0.01540481299161911, "eta_seconds": 125669.76817808766, "iteration": 109079, "loss_fcos_cls": 0.2732742237858474, "loss_fcos_ctr": 0.6239282265305519, "loss_fcos_loc": 0.2172159413457848, "loss_mask": 0.2806998435407877, "loss_maskiou": 0.006722588514094241, "loss_sem_seg": 0.2975845127366483, "lr": 0.01, "mask_rcnn/accuracy": 0.8608587825283502, "mask_rcnn/false_negative": 0.09401913684808336, "mask_rcnn/false_positive": 0.19855360530434674, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 33.25, "time": 0.7643607193604112, "total_loss": 1.7055902031788719} {"data_time": 0.01631831470876932, "eta_seconds": 125776.95758351497, "iteration": 109099, "loss_fcos_cls": 0.2680732138687745, "loss_fcos_ctr": 0.6218173317611217, "loss_fcos_loc": 0.20207376102916896, "loss_mask": 0.2822638535872102, "loss_maskiou": 0.006571048215846531, "loss_sem_seg": 0.3165295533835888, "lr": 0.01, "mask_rcnn/accuracy": 0.8662315653278196, "mask_rcnn/false_negative": 0.09536115616985799, "mask_rcnn/false_positive": 0.14260435538353997, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7801998946815729, "total_loss": 1.7209349916411156} {"data_time": 0.01727492269128561, "eta_seconds": 125729.6900497824, "iteration": 109119, "loss_fcos_cls": 0.27743115794146433, "loss_fcos_ctr": 0.6227881321683526, "loss_fcos_loc": 0.20255117816850543, "loss_mask": 0.27637938456609845, "loss_maskiou": 0.0064229510753648356, "loss_sem_seg": 0.28735640551894903, "lr": 0.01, "mask_rcnn/accuracy": 0.8861788087327954, "mask_rcnn/false_negative": 0.08353627737683265, "mask_rcnn/false_positive": 0.13099182476456417, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7822919972240925, "total_loss": 1.6820537078674533} {"data_time": 0.015523919835686684, "eta_seconds": 125714.05990202725, "iteration": 109139, "loss_fcos_cls": 0.269840071676299, "loss_fcos_ctr": 0.624780266545713, "loss_fcos_loc": 0.21194607461802661, "loss_mask": 0.2813158482313156, "loss_maskiou": 0.006801906420150772, "loss_sem_seg": 0.29158875811845064, "lr": 0.01, "mask_rcnn/accuracy": 0.8649030807085518, "mask_rcnn/false_negative": 0.10696604553418591, "mask_rcnn/false_positive": 0.18359014186096426, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7868828773498535, "total_loss": 1.698995928367367} {"data_time": 0.016399492509663105, "eta_seconds": 125730.05534266494, "iteration": 109159, "loss_fcos_cls": 0.26625939772929996, "loss_fcos_ctr": 0.6196426171809435, "loss_fcos_loc": 0.20156556623987854, "loss_mask": 0.2822044310159981, "loss_maskiou": 0.006173184421641054, "loss_sem_seg": 0.316932319663465, "lr": 0.01, "mask_rcnn/accuracy": 0.8699677325169496, "mask_rcnn/false_negative": 0.114443536453386, "mask_rcnn/false_positive": 0.1448836159003941, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.7836519181728363, "total_loss": 1.7075798994519573} {"data_time": 0.01607328001409769, "eta_seconds": 125714.4212623816, "iteration": 109179, "loss_fcos_cls": 0.28706956561654806, "loss_fcos_ctr": 0.6208822894841433, "loss_fcos_loc": 0.19738652918022126, "loss_mask": 0.2957795215770602, "loss_maskiou": 0.006767389946617186, "loss_sem_seg": 0.31132440688088536, "lr": 0.01, "mask_rcnn/accuracy": 0.8810592185592185, "mask_rcnn/false_negative": 0.1001931464800142, "mask_rcnn/false_positive": 0.14283672153078786, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 23.0, "time": 0.7749439440667629, "total_loss": 1.7071842151199235} {"data_time": 0.01497079711407423, "eta_seconds": 125632.2894158382, "iteration": 109199, "loss_fcos_cls": 0.2685937276110053, "loss_fcos_ctr": 0.6225156653672457, "loss_fcos_loc": 0.20215465244837105, "loss_mask": 0.27485071076080203, "loss_maskiou": 0.006224311699043028, "loss_sem_seg": 0.29213094618171453, "lr": 0.01, "mask_rcnn/accuracy": 0.8824544127827256, "mask_rcnn/false_negative": 0.11524242039363074, "mask_rcnn/false_positive": 0.12648748945027308, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.7775638541206717, "total_loss": 1.6950912690736004} {"data_time": 0.016180583275854588, "eta_seconds": 125552.32750712242, "iteration": 109219, "loss_fcos_cls": 0.2833699085749686, "loss_fcos_ctr": 0.622365090996027, "loss_fcos_loc": 0.2165780474897474, "loss_mask": 0.29113541077822447, "loss_maskiou": 0.006633601398789324, "loss_sem_seg": 0.3366990564391017, "lr": 0.01, "mask_rcnn/accuracy": 0.888192708740139, "mask_rcnn/false_negative": 0.10709903634864792, "mask_rcnn/false_positive": 0.13956969847890005, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7789228362962604, "total_loss": 1.7825219942897093} {"data_time": 0.019560803659260273, "eta_seconds": 125601.03779690154, "iteration": 109239, "loss_fcos_cls": 0.2641957774758339, "loss_fcos_ctr": 0.6201340369880199, "loss_fcos_loc": 0.2093291124328971, "loss_mask": 0.2741522751748562, "loss_maskiou": 0.006013384816469625, "loss_sem_seg": 0.303060045465827, "lr": 0.01, "mask_rcnn/accuracy": 0.886941745768563, "mask_rcnn/false_negative": 0.08791950228402079, "mask_rcnn/false_positive": 0.1805451564842484, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7873302297666669, "total_loss": 1.6928424131911015} {"data_time": 0.016420499421656132, "eta_seconds": 125585.41198743321, "iteration": 109259, "loss_fcos_cls": 0.2799381862860173, "loss_fcos_ctr": 0.6228819857351482, "loss_fcos_loc": 0.19901199592277408, "loss_mask": 0.29248644318431616, "loss_maskiou": 0.006474562644143589, "loss_sem_seg": 0.3035139534622431, "lr": 0.01, "mask_rcnn/accuracy": 0.8937254648099842, "mask_rcnn/false_negative": 0.10636062514135866, "mask_rcnn/false_positive": 0.14701261501316065, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.25, "time": 0.788171011954546, "total_loss": 1.7206867205532035} {"data_time": 0.01542323175817728, "eta_seconds": 125657.70374158025, "iteration": 109279, "loss_fcos_cls": 0.26624761684797704, "loss_fcos_ctr": 0.622804680839181, "loss_fcos_loc": 0.21226615458726883, "loss_mask": 0.27512010373175144, "loss_maskiou": 0.006192384724272415, "loss_sem_seg": 0.32758093578740954, "lr": 0.01, "mask_rcnn/accuracy": 0.8788424744897959, "mask_rcnn/false_negative": 0.10024192146205137, "mask_rcnn/false_positive": 0.16031721269002636, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.5, "time": 0.785292562097311, "total_loss": 1.708218854291772} {"data_time": 0.016594930551946163, "eta_seconds": 125471.24834793806, "iteration": 109299, "loss_fcos_cls": 0.28365546627901495, "loss_fcos_ctr": 0.6247851438820362, "loss_fcos_loc": 0.20768390595912933, "loss_mask": 0.2792179835960269, "loss_maskiou": 0.006139984616311267, "loss_sem_seg": 0.3224493954330683, "lr": 0.01, "mask_rcnn/accuracy": 0.873601566476931, "mask_rcnn/false_negative": 0.11138260481740658, "mask_rcnn/false_positive": 0.14903729986638103, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.0, "time": 0.7750930115580559, "total_loss": 1.7454341670672875} {"data_time": 0.017212088219821453, "eta_seconds": 125421.12332879007, "iteration": 109319, "loss_fcos_cls": 0.276182321831584, "loss_fcos_ctr": 0.6199455736204982, "loss_fcos_loc": 0.20391906541772187, "loss_mask": 0.2763706259429455, "loss_maskiou": 0.005971253558527678, "loss_sem_seg": 0.3110974673181772, "lr": 0.01, "mask_rcnn/accuracy": 0.8776095815684765, "mask_rcnn/false_negative": 0.09429152351159412, "mask_rcnn/false_positive": 0.14994131563313529, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.7801132313907146, "total_loss": 1.6870830565312644} {"data_time": 0.015220453962683678, "eta_seconds": 125440.01736658812, "iteration": 109339, "loss_fcos_cls": 0.26365055330097675, "loss_fcos_ctr": 0.6225312296301126, "loss_fcos_loc": 0.20590007863938808, "loss_mask": 0.29362896364182234, "loss_maskiou": 0.00630097455723444, "loss_sem_seg": 0.33433707896620035, "lr": 0.01, "mask_rcnn/accuracy": 0.8827145508741131, "mask_rcnn/false_negative": 0.10101542554695547, "mask_rcnn/false_positive": 0.13189184052306974, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.25, "time": 0.7866461826488376, "total_loss": 1.7026666209567338} {"data_time": 0.01623239926993847, "eta_seconds": 125424.40187591314, "iteration": 109359, "loss_fcos_cls": 0.26273027434945107, "loss_fcos_ctr": 0.6196809355169535, "loss_fcos_loc": 0.1974638702813536, "loss_mask": 0.27834979724138975, "loss_maskiou": 0.0067866508034057915, "loss_sem_seg": 0.30662153335288167, "lr": 0.01, "mask_rcnn/accuracy": 0.8783781090561225, "mask_rcnn/false_negative": 0.10187113234537548, "mask_rcnn/false_positive": 0.16480479213135954, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7826583320274949, "total_loss": 1.7117862244413118} {"data_time": 0.01600125338882208, "eta_seconds": 125369.56284974236, "iteration": 109379, "loss_fcos_cls": 0.27761676302179694, "loss_fcos_ctr": 0.6218651835806668, "loss_fcos_loc": 0.2075560960220173, "loss_mask": 0.28920432832092047, "loss_maskiou": 0.007020549179287627, "loss_sem_seg": 0.2853582373354584, "lr": 0.01, "mask_rcnn/accuracy": 0.8668532727532006, "mask_rcnn/false_negative": 0.11719181762666941, "mask_rcnn/false_positive": 0.1532231189983756, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7769823968410492, "total_loss": 1.685166676659719} {"data_time": 0.017145507968962193, "eta_seconds": 125318.61676258966, "iteration": 109399, "loss_fcos_cls": 0.2634542784653604, "loss_fcos_ctr": 0.6208599591627717, "loss_fcos_loc": 0.20403392834123224, "loss_mask": 0.268547045532614, "loss_maskiou": 0.005790379524114542, "loss_sem_seg": 0.3030598247423768, "lr": 0.01, "mask_rcnn/accuracy": 0.8928372647760403, "mask_rcnn/false_negative": 0.08002711523508163, "mask_rcnn/false_positive": 0.13910337575452897, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7505688713863492, "total_loss": 1.69461651025631} {"data_time": 0.015595458447933197, "eta_seconds": 125315.75872844271, "iteration": 109419, "loss_fcos_cls": 0.2755612328182906, "loss_fcos_ctr": 0.6219251714646816, "loss_fcos_loc": 0.2000708901323378, "loss_mask": 0.2624384015798569, "loss_maskiou": 0.005811740338685922, "loss_sem_seg": 0.3544707642868161, "lr": 0.01, "mask_rcnn/accuracy": 0.8786864177489178, "mask_rcnn/false_negative": 0.10623705826829419, "mask_rcnn/false_positive": 0.12417308926852123, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7923890659585595, "total_loss": 1.7282693325687433} {"data_time": 0.016138585284352303, "eta_seconds": 125319.48763539549, "iteration": 109439, "loss_fcos_cls": 0.2702898932620883, "loss_fcos_ctr": 0.6231291284784675, "loss_fcos_loc": 0.2165861870162189, "loss_mask": 0.2817804832011461, "loss_maskiou": 0.00582135214790469, "loss_sem_seg": 0.3231781255453825, "lr": 0.01, "mask_rcnn/accuracy": 0.8738132665493855, "mask_rcnn/false_negative": 0.08951896339223991, "mask_rcnn/false_positive": 0.1786432254140038, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.5, "time": 0.7909947140142322, "total_loss": 1.71133960953739} {"data_time": 0.018095683306455612, "eta_seconds": 125303.87743271422, "iteration": 109459, "loss_fcos_cls": 0.26967282488476485, "loss_fcos_ctr": 0.6208578264340758, "loss_fcos_loc": 0.20467794663272798, "loss_mask": 0.27565372828394175, "loss_maskiou": 0.006166726358060259, "loss_sem_seg": 0.31794734951108694, "lr": 0.01, "mask_rcnn/accuracy": 0.8657487188423756, "mask_rcnn/false_negative": 0.11944102932796526, "mask_rcnn/false_positive": 0.13935145167941604, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7715725572779775, "total_loss": 1.6812730979800108} {"data_time": 0.016308164224028587, "eta_seconds": 125243.66798993759, "iteration": 109479, "loss_fcos_cls": 0.26671559689566493, "loss_fcos_ctr": 0.6223451886326075, "loss_fcos_loc": 0.20953779760748148, "loss_mask": 0.2856805408373475, "loss_maskiou": 0.006703682149236556, "loss_sem_seg": 0.29756043618544936, "lr": 0.01, "mask_rcnn/accuracy": 0.8752606233248985, "mask_rcnn/false_negative": 0.08698206969832371, "mask_rcnn/false_positive": 0.16142427418301553, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.774107932113111, "total_loss": 1.6714570104086306} {"data_time": 0.01621616818010807, "eta_seconds": 125244.28711047582, "iteration": 109499, "loss_fcos_cls": 0.2757352562621236, "loss_fcos_ctr": 0.6255941977724433, "loss_fcos_loc": 0.21412922884337604, "loss_mask": 0.2968979235738516, "loss_maskiou": 0.006809026119299233, "loss_sem_seg": 0.29783618450164795, "lr": 0.01, "mask_rcnn/accuracy": 0.8542148690871697, "mask_rcnn/false_negative": 0.12241282611290338, "mask_rcnn/false_positive": 0.17011005123474848, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7778494479134679, "total_loss": 1.7302161607512971} {"data_time": 0.016990727744996548, "eta_seconds": 125206.16181671154, "iteration": 109519, "loss_fcos_cls": 0.2830425510182977, "loss_fcos_ctr": 0.6220936058089137, "loss_fcos_loc": 0.20812531223054975, "loss_mask": 0.2806743923574686, "loss_maskiou": 0.006496013491414487, "loss_sem_seg": 0.3162980228662491, "lr": 0.01, "mask_rcnn/accuracy": 0.8585220111880072, "mask_rcnn/false_negative": 0.11903932980418702, "mask_rcnn/false_positive": 0.1390695903864944, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.777295708656311, "total_loss": 1.7034207355754916} {"data_time": 0.015111635439097881, "eta_seconds": 125186.33624870796, "iteration": 109539, "loss_fcos_cls": 0.27409710898064077, "loss_fcos_ctr": 0.6229064026847482, "loss_fcos_loc": 0.2120237408671528, "loss_mask": 0.2803414398804307, "loss_maskiou": 0.006246105025638826, "loss_sem_seg": 0.30163988983258605, "lr": 0.01, "mask_rcnn/accuracy": 0.8784300315520945, "mask_rcnn/false_negative": 0.09934804399755577, "mask_rcnn/false_positive": 0.12886743404153853, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7721326993778348, "total_loss": 1.694817966730625} {"data_time": 0.01848608162254095, "eta_seconds": 125137.16952167824, "iteration": 109559, "loss_fcos_cls": 0.27136134379543364, "loss_fcos_ctr": 0.6226047109812498, "loss_fcos_loc": 0.20574061363004148, "loss_mask": 0.277750127017498, "loss_maskiou": 0.0066195928666274995, "loss_sem_seg": 0.3070246165152639, "lr": 0.01, "mask_rcnn/accuracy": 0.9007910128107726, "mask_rcnn/false_negative": 0.07396577280078327, "mask_rcnn/false_positive": 0.11594496718078054, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 21.5, "time": 0.7776393415406346, "total_loss": 1.7208843532134779} {"data_time": 0.01620444655418396, "eta_seconds": 125074.27468756307, "iteration": 109579, "loss_fcos_cls": 0.2792947879061103, "loss_fcos_ctr": 0.6181520707905293, "loss_fcos_loc": 0.19873764214571565, "loss_mask": 0.2802905719727278, "loss_maskiou": 0.006701072386931628, "loss_sem_seg": 0.2745443684980273, "lr": 0.01, "mask_rcnn/accuracy": 0.8815441866850906, "mask_rcnn/false_negative": 0.08713333739208841, "mask_rcnn/false_positive": 0.133536961679635, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.5, "time": 0.7745371395722032, "total_loss": 1.6802177112549543} {"data_time": 0.015866252593696117, "eta_seconds": 125053.59502065182, "iteration": 109599, "loss_fcos_cls": 0.2752063919324428, "loss_fcos_ctr": 0.6223589666187763, "loss_fcos_loc": 0.2053002086468041, "loss_mask": 0.2848391477018595, "loss_maskiou": 0.006559383647982031, "loss_sem_seg": 0.2868529465049505, "lr": 0.01, "mask_rcnn/accuracy": 0.8697650935374149, "mask_rcnn/false_negative": 0.09295005870629036, "mask_rcnn/false_positive": 0.14468207297605631, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.5, "time": 0.7868173066526651, "total_loss": 1.7272849559230963} {"data_time": 0.01502577681094408, "eta_seconds": 125043.08817839343, "iteration": 109619, "loss_fcos_cls": 0.2844486676622182, "loss_fcos_ctr": 0.6208398877643049, "loss_fcos_loc": 0.20009374350775033, "loss_mask": 0.27752006705850363, "loss_maskiou": 0.006059425457351608, "loss_sem_seg": 0.30187643552199006, "lr": 0.01, "mask_rcnn/accuracy": 0.8846609194028899, "mask_rcnn/false_negative": 0.09164632235298131, "mask_rcnn/false_positive": 0.14313904605546254, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.75, "time": 0.7870891420170665, "total_loss": 1.6946932845603442} {"data_time": 0.01733215432614088, "eta_seconds": 125027.49492380861, "iteration": 109639, "loss_fcos_cls": 0.2691615971853025, "loss_fcos_ctr": 0.6218522889539599, "loss_fcos_loc": 0.20505232270807028, "loss_mask": 0.28101278468966484, "loss_maskiou": 0.00661054378724657, "loss_sem_seg": 0.3006651792675257, "lr": 0.01, "mask_rcnn/accuracy": 0.8903196695344805, "mask_rcnn/false_negative": 0.10130740689001075, "mask_rcnn/false_positive": 0.11871921913162847, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7749418504536152, "total_loss": 1.6686880097113317} {"data_time": 0.01736360974609852, "eta_seconds": 125021.24385286309, "iteration": 109659, "loss_fcos_cls": 0.2688090093433857, "loss_fcos_ctr": 0.6238166824914515, "loss_fcos_loc": 0.21269492735154927, "loss_mask": 0.28211936447769403, "loss_maskiou": 0.006681853919872083, "loss_sem_seg": 0.2873235493898392, "lr": 0.01, "mask_rcnn/accuracy": 0.8818399067858744, "mask_rcnn/false_negative": 0.09204514450141388, "mask_rcnn/false_positive": 0.15793235411501577, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7830023588612676, "total_loss": 1.668390731618274} {"data_time": 0.01551832165569067, "eta_seconds": 124996.30841463897, "iteration": 109679, "loss_fcos_cls": 0.2750849789008498, "loss_fcos_ctr": 0.6229455582797527, "loss_fcos_loc": 0.21202964894473553, "loss_mask": 0.27363806683570147, "loss_maskiou": 0.006200087867910042, "loss_sem_seg": 0.32583884755149484, "lr": 0.01, "mask_rcnn/accuracy": 0.8696785677439006, "mask_rcnn/false_negative": 0.09163200983540579, "mask_rcnn/false_positive": 0.19869414607839478, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.25, "time": 0.7826502732932568, "total_loss": 1.7223625377155258} {"data_time": 0.016344081610441208, "eta_seconds": 124909.88374839723, "iteration": 109699, "loss_fcos_cls": 0.2717840680270456, "loss_fcos_ctr": 0.621575515717268, "loss_fcos_loc": 0.20857330865692347, "loss_mask": 0.2833451400510967, "loss_maskiou": 0.006747696010279469, "loss_sem_seg": 0.3124552611261606, "lr": 0.01, "mask_rcnn/accuracy": 0.8662240313326871, "mask_rcnn/false_negative": 0.09824602973969995, "mask_rcnn/false_positive": 0.17275472857666285, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.25, "time": 0.7736040521413088, "total_loss": 1.7181662706425413} {"data_time": 0.015415406785905361, "eta_seconds": 124888.79711677507, "iteration": 109719, "loss_fcos_cls": 0.26862350245937705, "loss_fcos_ctr": 0.6229364033788443, "loss_fcos_loc": 0.20091202948242426, "loss_mask": 0.28398878686130047, "loss_maskiou": 0.007025752653134987, "loss_sem_seg": 0.3011664357036352, "lr": 0.01, "mask_rcnn/accuracy": 0.8733163050754364, "mask_rcnn/false_negative": 0.10191019579259453, "mask_rcnn/false_positive": 0.15177023869055908, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.783578029833734, "total_loss": 1.6974232796783326} {"data_time": 0.015681784600019455, "eta_seconds": 124912.37871149369, "iteration": 109739, "loss_fcos_cls": 0.2843124899081886, "loss_fcos_ctr": 0.6217793254181743, "loss_fcos_loc": 0.20606913801748306, "loss_mask": 0.28318475326523185, "loss_maskiou": 0.005832418002682971, "loss_sem_seg": 0.3022752448450774, "lr": 0.01, "mask_rcnn/accuracy": 0.859276889863176, "mask_rcnn/false_negative": 0.12051772014702677, "mask_rcnn/false_positive": 0.1494388432328912, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.7856800444424152, "total_loss": 1.6770493504482147} {"data_time": 0.01819533109664917, "eta_seconds": 125036.42893194128, "iteration": 109759, "loss_fcos_cls": 0.2849859601119533, "loss_fcos_ctr": 0.6229430381208658, "loss_fcos_loc": 0.21459440898615867, "loss_mask": 0.27917826641350985, "loss_maskiou": 0.006171804019686533, "loss_sem_seg": 0.2628206929657608, "lr": 0.01, "mask_rcnn/accuracy": 0.870591001968553, "mask_rcnn/false_negative": 0.10263763640760637, "mask_rcnn/false_positive": 0.14268090425238691, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.7934118304401636, "total_loss": 1.6861197428661399} {"data_time": 0.01643756963312626, "eta_seconds": 125033.54247746151, "iteration": 109779, "loss_fcos_cls": 0.2673949983436614, "loss_fcos_ctr": 0.6222714120522141, "loss_fcos_loc": 0.21245197881944478, "loss_mask": 0.2950073787942529, "loss_maskiou": 0.006686323744361289, "loss_sem_seg": 0.29690291406586766, "lr": 0.01, "mask_rcnn/accuracy": 0.8321753557103766, "mask_rcnn/false_negative": 0.10975595335442324, "mask_rcnn/false_positive": 0.20815709492481194, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.25, "time": 0.7905333805829287, "total_loss": 1.6801611184127978} {"data_time": 0.01506715826690197, "eta_seconds": 125035.44556077197, "iteration": 109799, "loss_fcos_cls": 0.2753901572432369, "loss_fcos_ctr": 0.6222901893779635, "loss_fcos_loc": 0.21265280083753169, "loss_mask": 0.28409572411328554, "loss_maskiou": 0.006845990144938696, "loss_sem_seg": 0.29918381199240685, "lr": 0.01, "mask_rcnn/accuracy": 0.8879446570294784, "mask_rcnn/false_negative": 0.09607395688313379, "mask_rcnn/false_positive": 0.1368101146267664, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 36.0, "time": 0.7724618762731552, "total_loss": 1.7065807346371002} {"data_time": 0.017579324543476105, "eta_seconds": 125024.549684464, "iteration": 109819, "loss_fcos_cls": 0.2751090007368475, "loss_fcos_ctr": 0.6218371512368321, "loss_fcos_loc": 0.2021107071195729, "loss_mask": 0.28260612208396196, "loss_maskiou": 0.00668852953822352, "loss_sem_seg": 0.28683742694556713, "lr": 0.01, "mask_rcnn/accuracy": 0.8651038086547046, "mask_rcnn/false_negative": 0.10311138812974618, "mask_rcnn/false_positive": 0.1630740735101252, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7808574987575412, "total_loss": 1.6966513046063483} {"data_time": 0.01622204203158617, "eta_seconds": 124954.15402586292, "iteration": 109839, "loss_fcos_cls": 0.27393765142187476, "loss_fcos_ctr": 0.6242383783683181, "loss_fcos_loc": 0.20695103029720485, "loss_mask": 0.27380097936838865, "loss_maskiou": 0.0059263444563839585, "loss_sem_seg": 0.3013131241314113, "lr": 0.01, "mask_rcnn/accuracy": 0.8700788545231757, "mask_rcnn/false_negative": 0.10414093895684554, "mask_rcnn/false_positive": 0.1495061485411976, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.0, "time": 0.7727870168164372, "total_loss": 1.6639510573004372} {"data_time": 0.015815448947250843, "eta_seconds": 124971.11193840485, "iteration": 109859, "loss_fcos_cls": 0.27923054061830044, "loss_fcos_ctr": 0.6237541888840497, "loss_fcos_loc": 0.20872791949659586, "loss_mask": 0.27968440391123295, "loss_maskiou": 0.006239955517230555, "loss_sem_seg": 0.2953783043194562, "lr": 0.01, "mask_rcnn/accuracy": 0.8870107133762596, "mask_rcnn/false_negative": 0.10161511324998608, "mask_rcnn/false_positive": 0.13817470150186734, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7769191497936845, "total_loss": 1.7040683394297957} {"data_time": 0.016709876246750355, "eta_seconds": 124955.50430364069, "iteration": 109879, "loss_fcos_cls": 0.2646972155198455, "loss_fcos_ctr": 0.6210691463202238, "loss_fcos_loc": 0.20194948907010257, "loss_mask": 0.2805667743086815, "loss_maskiou": 0.007134086612495594, "loss_sem_seg": 0.30307303415611386, "lr": 0.01, "mask_rcnn/accuracy": 0.9011290666598866, "mask_rcnn/false_negative": 0.08252668754376202, "mask_rcnn/false_positive": 0.12419765912485926, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.8068902343511581, "total_loss": 1.6829978489440691} {"data_time": 0.016437199898064137, "eta_seconds": 124877.40767311212, "iteration": 109899, "loss_fcos_cls": 0.26256619510240853, "loss_fcos_ctr": 0.6209050631150603, "loss_fcos_loc": 0.2007485571084544, "loss_mask": 0.277028476819396, "loss_maskiou": 0.005989054261590354, "loss_sem_seg": 0.3195212669670582, "lr": 0.01, "mask_rcnn/accuracy": 0.8879712902109996, "mask_rcnn/false_negative": 0.08773065671133154, "mask_rcnn/false_positive": 0.13622193928982518, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.75, "time": 0.7945688161998987, "total_loss": 1.6748739114700584} {"data_time": 0.015423266217112541, "eta_seconds": 124924.28903411236, "iteration": 109919, "loss_fcos_cls": 0.26774741942062974, "loss_fcos_ctr": 0.6210336578078568, "loss_fcos_loc": 0.21188752312446013, "loss_mask": 0.27406645473092794, "loss_maskiou": 0.006614362886466552, "loss_sem_seg": 0.306194631382823, "lr": 0.01, "mask_rcnn/accuracy": 0.8972158045608181, "mask_rcnn/false_negative": 0.07865363901083443, "mask_rcnn/false_positive": 0.1506229500378348, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7689641136676073, "total_loss": 1.6764221779085346} {"data_time": 0.01582308206707239, "eta_seconds": 124846.2080159774, "iteration": 109939, "loss_fcos_cls": 0.2721553926821798, "loss_fcos_ctr": 0.6229815501719713, "loss_fcos_loc": 0.2114588872063905, "loss_mask": 0.28397828713059425, "loss_maskiou": 0.006238442467292771, "loss_sem_seg": 0.3410687311552465, "lr": 0.01, "mask_rcnn/accuracy": 0.8682256235827664, "mask_rcnn/false_negative": 0.10628867939488516, "mask_rcnn/false_positive": 0.14931957311997163, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7952284254133701, "total_loss": 1.732098129199585} {"data_time": 0.016882311552762985, "eta_seconds": 124893.07376458403, "iteration": 109959, "loss_fcos_cls": 0.2641346997115761, "loss_fcos_ctr": 0.6209902297705412, "loss_fcos_loc": 0.20956099382601678, "loss_mask": 0.27598178945481777, "loss_maskiou": 0.006408127759641502, "loss_sem_seg": 0.30095802107825875, "lr": 0.01, "mask_rcnn/accuracy": 0.8933780505209077, "mask_rcnn/false_negative": 0.08854631151189349, "mask_rcnn/false_positive": 0.1209321100653897, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.7849435834214091, "total_loss": 1.658441496474552} {"data_time": 0.016047900542616844, "eta_seconds": 124877.46612981986, "iteration": 109979, "loss_fcos_cls": 0.2604831166099757, "loss_fcos_ctr": 0.6198368528857827, "loss_fcos_loc": 0.19046607555355877, "loss_mask": 0.27426727302372456, "loss_maskiou": 0.006453189431340434, "loss_sem_seg": 0.3086977107450366, "lr": 0.01, "mask_rcnn/accuracy": 0.8988388732358614, "mask_rcnn/false_negative": 0.07141496931725891, "mask_rcnn/false_positive": 0.1306471790654759, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.75, "time": 0.778000146150589, "total_loss": 1.6644676506402902} {"data_time": 0.017655907198786736, "eta_seconds": 124884.05599955004, "iteration": 109999, "loss_fcos_cls": 0.2636043115053326, "loss_fcos_ctr": 0.6221471140161157, "loss_fcos_loc": 0.2079797019250691, "loss_mask": 0.27795595675706863, "loss_maskiou": 0.006915541569469497, "loss_sem_seg": 0.33215785259380937, "lr": 0.01, "mask_rcnn/accuracy": 0.8725063596197618, "mask_rcnn/false_negative": 0.10146700556839289, "mask_rcnn/false_positive": 0.1533429287103922, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7811388075351715, "total_loss": 1.7342462224769406} {"data_time": 0.015419470146298409, "eta_seconds": 124898.0249054376, "iteration": 110019, "loss_fcos_cls": 0.2685304977931082, "loss_fcos_ctr": 0.6213060393929482, "loss_fcos_loc": 0.2053045795764774, "loss_mask": 0.287305043078959, "loss_maskiou": 0.006559821456903592, "loss_sem_seg": 0.31716415099799633, "lr": 0.01, "mask_rcnn/accuracy": 0.8717586622561112, "mask_rcnn/false_negative": 0.09348058733843227, "mask_rcnn/false_positive": 0.16921384654647442, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.75, "time": 0.7867883052676916, "total_loss": 1.7099997878540307} {"data_time": 0.016491961665451527, "eta_seconds": 124864.61048558075, "iteration": 110039, "loss_fcos_cls": 0.2828055884456262, "loss_fcos_ctr": 0.6237971903756261, "loss_fcos_loc": 0.20575750584248453, "loss_mask": 0.28877237532287836, "loss_maskiou": 0.0070266948532662354, "loss_sem_seg": 0.33740796730853617, "lr": 0.01, "mask_rcnn/accuracy": 0.8760594401695104, "mask_rcnn/false_negative": 0.09576860001849816, "mask_rcnn/false_positive": 0.1497185895404881, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7797443037852645, "total_loss": 1.7526646389014786} {"data_time": 0.017441747710108757, "eta_seconds": 124815.0355907632, "iteration": 110059, "loss_fcos_cls": 0.276891854358837, "loss_fcos_ctr": 0.6245356872677803, "loss_fcos_loc": 0.20928520103916526, "loss_mask": 0.2901315735653043, "loss_maskiou": 0.006639588063990232, "loss_sem_seg": 0.3305699380580336, "lr": 0.01, "mask_rcnn/accuracy": 0.8698393150363594, "mask_rcnn/false_negative": 0.09064913671567475, "mask_rcnn/false_positive": 0.17463488183194448, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.5, "time": 0.7676927866414189, "total_loss": 1.764809158645221} {"data_time": 0.015485323034226894, "eta_seconds": 124808.26579020359, "iteration": 110079, "loss_fcos_cls": 0.2786627684254199, "loss_fcos_ctr": 0.6229551341384649, "loss_fcos_loc": 0.21727135451510549, "loss_mask": 0.2776794321835041, "loss_maskiou": 0.006866175128379837, "loss_sem_seg": 0.302069807657972, "lr": 0.01, "mask_rcnn/accuracy": 0.8711174311383787, "mask_rcnn/false_negative": 0.08202869446575178, "mask_rcnn/false_positive": 0.1626130399709919, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 24.75, "time": 0.7784723993390799, "total_loss": 1.721940727402398} {"data_time": 0.01662340108305216, "eta_seconds": 124817.77484046016, "iteration": 110099, "loss_fcos_cls": 0.27000666060484946, "loss_fcos_ctr": 0.6235363874584436, "loss_fcos_loc": 0.20876563875935972, "loss_mask": 0.279867947101593, "loss_maskiou": 0.006753070294507779, "loss_sem_seg": 0.28934964910149574, "lr": 0.01, "mask_rcnn/accuracy": 0.8836344954648526, "mask_rcnn/false_negative": 0.08884465897793752, "mask_rcnn/false_positive": 0.1531703409489202, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.8026192663237453, "total_loss": 1.682776051966357} {"data_time": 0.016572975553572178, "eta_seconds": 124768.21268647071, "iteration": 110119, "loss_fcos_cls": 0.28485695598647, "loss_fcos_ctr": 0.6208727331832051, "loss_fcos_loc": 0.21043570106849074, "loss_mask": 0.2779067410156131, "loss_maskiou": 0.006966189699596725, "loss_sem_seg": 0.30871539283543825, "lr": 0.01, "mask_rcnn/accuracy": 0.891988784577399, "mask_rcnn/false_negative": 0.09567848251955906, "mask_rcnn/false_positive": 0.1510385710429168, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.7711676983162761, "total_loss": 1.7344703149428824} {"data_time": 0.01713308598846197, "eta_seconds": 124731.90507197287, "iteration": 110139, "loss_fcos_cls": 0.2758328174240887, "loss_fcos_ctr": 0.6244562696665525, "loss_fcos_loc": 0.21816170797683299, "loss_mask": 0.2765596639364958, "loss_maskiou": 0.006668796202575322, "loss_sem_seg": 0.32685404270887375, "lr": 0.01, "mask_rcnn/accuracy": 0.8879665190251925, "mask_rcnn/false_negative": 0.09772512179525213, "mask_rcnn/false_positive": 0.14674364310687382, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 27.0, "time": 0.7804410886019468, "total_loss": 1.7279751963869785} {"data_time": 0.015787753276526928, "eta_seconds": 124736.99741694238, "iteration": 110159, "loss_fcos_cls": 0.28252189327031374, "loss_fcos_ctr": 0.6254153987392783, "loss_fcos_loc": 0.2109979607630521, "loss_mask": 0.2821972076781094, "loss_maskiou": 0.006605754650081508, "loss_sem_seg": 0.33990715886466205, "lr": 0.01, "mask_rcnn/accuracy": 0.878544843658084, "mask_rcnn/false_negative": 0.11371209262822327, "mask_rcnn/false_positive": 0.12920468139638636, "roi_head/num_bg_samples": 80.25, "roi_head/num_fg_samples": 23.75, "time": 0.787298577837646, "total_loss": 1.7732382116500958} {"data_time": 0.015971720218658447, "eta_seconds": 124763.46392037533, "iteration": 110179, "loss_fcos_cls": 0.28613170655444264, "loss_fcos_ctr": 0.6255722250789404, "loss_fcos_loc": 0.21523327729664743, "loss_mask": 0.26758480444550514, "loss_maskiou": 0.00614270954974927, "loss_sem_seg": 0.29333618469536304, "lr": 0.01, "mask_rcnn/accuracy": 0.8762929783002151, "mask_rcnn/false_negative": 0.09508921074339206, "mask_rcnn/false_positive": 0.15665464000808715, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.8103307485580444, "total_loss": 1.6887075600461685} {"data_time": 0.016522113233804703, "eta_seconds": 124764.74161248095, "iteration": 110199, "loss_fcos_cls": 0.2642446835525334, "loss_fcos_ctr": 0.6245594751089811, "loss_fcos_loc": 0.21510924398899078, "loss_mask": 0.2929822923615575, "loss_maskiou": 0.00664533133385703, "loss_sem_seg": 0.3036588248796761, "lr": 0.01, "mask_rcnn/accuracy": 0.8881826683135886, "mask_rcnn/false_negative": 0.09853622335717557, "mask_rcnn/false_positive": 0.13022113877824504, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.75, "time": 0.7904514521360397, "total_loss": 1.692070051896735} {"data_time": 0.015048637054860592, "eta_seconds": 124788.93115751818, "iteration": 110219, "loss_fcos_cls": 0.2779329465702176, "loss_fcos_ctr": 0.6219325624406338, "loss_fcos_loc": 0.2113105331081897, "loss_mask": 0.27965674735605717, "loss_maskiou": 0.00635406745277578, "loss_sem_seg": 0.3142886538989842, "lr": 0.01, "mask_rcnn/accuracy": 0.8854143930299393, "mask_rcnn/false_negative": 0.09492520254659809, "mask_rcnn/false_positive": 0.13987453839189137, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.5, "time": 0.7852566661313176, "total_loss": 1.7126788913446944} {"data_time": 0.017696749418973923, "eta_seconds": 124814.50176637899, "iteration": 110239, "loss_fcos_cls": 0.26612721057608724, "loss_fcos_ctr": 0.6210791040211916, "loss_fcos_loc": 0.20178861333988607, "loss_mask": 0.2633182010613382, "loss_maskiou": 0.006421470825443976, "loss_sem_seg": 0.31502636801451445, "lr": 0.01, "mask_rcnn/accuracy": 0.8923709041069844, "mask_rcnn/false_negative": 0.09615042734629647, "mask_rcnn/false_positive": 0.11430204087329993, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.5, "time": 0.7972357105463743, "total_loss": 1.6930986159859458} {"data_time": 0.015735579654574394, "eta_seconds": 124833.88422257826, "iteration": 110259, "loss_fcos_cls": 0.26271752547472715, "loss_fcos_ctr": 0.6242574462667108, "loss_fcos_loc": 0.2100200376007706, "loss_mask": 0.26498428266495466, "loss_maskiou": 0.006088344511226751, "loss_sem_seg": 0.3273127604043111, "lr": 0.01, "mask_rcnn/accuracy": 0.8692491504061036, "mask_rcnn/false_negative": 0.11913586958424638, "mask_rcnn/false_positive": 0.15860008019406766, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7891600243747234, "total_loss": 1.6684261247137329} {"data_time": 0.017339490354061127, "eta_seconds": 124708.47201076336, "iteration": 110279, "loss_fcos_cls": 0.27897069667233154, "loss_fcos_ctr": 0.6215679412707686, "loss_fcos_loc": 0.21022839285433292, "loss_mask": 0.27926900889724493, "loss_maskiou": 0.006114343937952071, "loss_sem_seg": 0.31610885728150606, "lr": 0.01, "mask_rcnn/accuracy": 0.879406887755102, "mask_rcnn/false_negative": 0.11111654403849293, "mask_rcnn/false_positive": 0.12123986460873128, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 25.25, "time": 0.7763769514858723, "total_loss": 1.737968717396143} {"data_time": 0.01623504888266325, "eta_seconds": 124767.62630800065, "iteration": 110299, "loss_fcos_cls": 0.2617520166095346, "loss_fcos_ctr": 0.622489070519805, "loss_fcos_loc": 0.20868600765243173, "loss_mask": 0.27430984657257795, "loss_maskiou": 0.00622724209097214, "loss_sem_seg": 0.29180488269776106, "lr": 0.01, "mask_rcnn/accuracy": 0.8803759484563056, "mask_rcnn/false_negative": 0.10826275785336892, "mask_rcnn/false_positive": 0.12079776743985002, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7638202970847487, "total_loss": 1.6995081670975196} {"data_time": 0.016581358388066292, "eta_seconds": 124786.99561506137, "iteration": 110319, "loss_fcos_cls": 0.2750140519347042, "loss_fcos_ctr": 0.6214275686070323, "loss_fcos_loc": 0.20667450269684196, "loss_mask": 0.2966631483286619, "loss_maskiou": 0.0067044156457996, "loss_sem_seg": 0.29890669509768486, "lr": 0.01, "mask_rcnn/accuracy": 0.877241544652259, "mask_rcnn/false_negative": 0.10785888339018661, "mask_rcnn/false_positive": 0.14827846918235593, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7849077749997377, "total_loss": 1.7206305763538694} {"data_time": 0.01438944786787033, "eta_seconds": 124787.27222765516, "iteration": 110339, "loss_fcos_cls": 0.2711306647397578, "loss_fcos_ctr": 0.620571811683476, "loss_fcos_loc": 0.20463515887968242, "loss_mask": 0.27771246433258057, "loss_maskiou": 0.006764555335394107, "loss_sem_seg": 0.29091581562533975, "lr": 0.01, "mask_rcnn/accuracy": 0.8902089272747957, "mask_rcnn/false_negative": 0.09683969271862616, "mask_rcnn/false_positive": 0.13535910113432123, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7855747956782579, "total_loss": 1.6687926311278716} {"data_time": 0.01696154475212097, "eta_seconds": 124771.64069932606, "iteration": 110359, "loss_fcos_cls": 0.28138475585728884, "loss_fcos_ctr": 0.6229543844237924, "loss_fcos_loc": 0.21317329467274249, "loss_mask": 0.28349707275629044, "loss_maskiou": 0.0067532214015955105, "loss_sem_seg": 0.3127328008413315, "lr": 0.01, "mask_rcnn/accuracy": 0.8704909595417114, "mask_rcnn/false_negative": 0.10823588029966662, "mask_rcnn/false_positive": 0.1766204112433129, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.5, "time": 0.7807254204526544, "total_loss": 1.720602734509157} {"data_time": 0.015946808271110058, "eta_seconds": 124820.17574068531, "iteration": 110379, "loss_fcos_cls": 0.28386936616152525, "loss_fcos_ctr": 0.6224476275965571, "loss_fcos_loc": 0.21300240536220372, "loss_mask": 0.27460425440222025, "loss_maskiou": 0.0064431578502990305, "loss_sem_seg": 0.32834593765437603, "lr": 0.01, "mask_rcnn/accuracy": 0.8638687205651492, "mask_rcnn/false_negative": 0.12097658700811273, "mask_rcnn/false_positive": 0.14996131358574044, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 39.25, "time": 0.7897089142352343, "total_loss": 1.7319173457362922} {"data_time": 0.016897298395633698, "eta_seconds": 124896.28957231529, "iteration": 110399, "loss_fcos_cls": 0.2686786586418748, "loss_fcos_ctr": 0.6211092546582222, "loss_fcos_loc": 0.20129505021031946, "loss_mask": 0.27946603391319513, "loss_maskiou": 0.006236112327314913, "loss_sem_seg": 0.3056239918805659, "lr": 0.01, "mask_rcnn/accuracy": 0.8778340009249315, "mask_rcnn/false_negative": 0.1183144723284215, "mask_rcnn/false_positive": 0.12279026507425125, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.7761581428349018, "total_loss": 1.6853130426170537} {"data_time": 0.015077329240739346, "eta_seconds": 124820.30743736029, "iteration": 110419, "loss_fcos_cls": 0.2797326660947874, "loss_fcos_ctr": 0.6237654136493802, "loss_fcos_loc": 0.21205334039404988, "loss_mask": 0.27368531934916973, "loss_maskiou": 0.006633876808336936, "loss_sem_seg": 0.3036361886188388, "lr": 0.01, "mask_rcnn/accuracy": 0.8732495657837602, "mask_rcnn/false_negative": 0.09372433052719495, "mask_rcnn/false_positive": 0.12981896910545787, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7686879616230726, "total_loss": 1.7105387042174698} {"data_time": 0.01606405433267355, "eta_seconds": 124754.62091240566, "iteration": 110439, "loss_fcos_cls": 0.27328492421656847, "loss_fcos_ctr": 0.6222521653398871, "loss_fcos_loc": 0.20259564509615302, "loss_mask": 0.28589618392288685, "loss_maskiou": 0.00652745410479838, "loss_sem_seg": 0.32687046309001744, "lr": 0.01, "mask_rcnn/accuracy": 0.8773694318152794, "mask_rcnn/false_negative": 0.10472716790363101, "mask_rcnn/false_positive": 0.14461489899190352, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7728021172806621, "total_loss": 1.70281380857341} {"data_time": 0.016814308241009712, "eta_seconds": 124849.33637418784, "iteration": 110459, "loss_fcos_cls": 0.2833738529589027, "loss_fcos_ctr": 0.6224117772653699, "loss_fcos_loc": 0.21737495972774923, "loss_mask": 0.28521254658699036, "loss_maskiou": 0.006707336979161482, "loss_sem_seg": 0.2756812493316829, "lr": 0.01, "mask_rcnn/accuracy": 0.8587463962576619, "mask_rcnn/false_negative": 0.1235680105157208, "mask_rcnn/false_positive": 0.14278608867799164, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7978834128007293, "total_loss": 1.6978569266866543} {"data_time": 0.01854544412344694, "eta_seconds": 124833.68530814536, "iteration": 110479, "loss_fcos_cls": 0.2761764172464609, "loss_fcos_ctr": 0.6237237066961825, "loss_fcos_loc": 0.21475881687365472, "loss_mask": 0.2764608319848776, "loss_maskiou": 0.006239335722057149, "loss_sem_seg": 0.3293149759992957, "lr": 0.01, "mask_rcnn/accuracy": 0.8736174015060569, "mask_rcnn/false_negative": 0.09445349718826504, "mask_rcnn/false_positive": 0.1551969544248504, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7695500357076526, "total_loss": 1.716157439208473} {"data_time": 0.01745866984128952, "eta_seconds": 124874.22596242838, "iteration": 110499, "loss_fcos_cls": 0.2847279882989824, "loss_fcos_ctr": 0.6188280289061368, "loss_fcos_loc": 0.1982124000787735, "loss_mask": 0.27221428509801626, "loss_maskiou": 0.006272986545809545, "loss_sem_seg": 0.28820421220734715, "lr": 0.01, "mask_rcnn/accuracy": 0.8979940190361859, "mask_rcnn/false_negative": 0.08958974880117826, "mask_rcnn/false_positive": 0.12175397708093622, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 24.0, "time": 0.7905407566577196, "total_loss": 1.6818415795569308} {"data_time": 0.01730765774846077, "eta_seconds": 124968.81992893573, "iteration": 110519, "loss_fcos_cls": 0.26987608475610614, "loss_fcos_ctr": 0.6238036411814392, "loss_fcos_loc": 0.2052127681672573, "loss_mask": 0.292614527978003, "loss_maskiou": 0.005917881324421614, "loss_sem_seg": 0.2807993870228529, "lr": 0.01, "mask_rcnn/accuracy": 0.8736508102266247, "mask_rcnn/false_negative": 0.11480679097169424, "mask_rcnn/false_positive": 0.15386332820389254, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.8010798813775182, "total_loss": 1.6993723466293886} {"data_time": 0.015194892883300781, "eta_seconds": 124953.14799059462, "iteration": 110539, "loss_fcos_cls": 0.2833954291418195, "loss_fcos_ctr": 0.6222114930860698, "loss_fcos_loc": 0.2075426189112477, "loss_mask": 0.272818133700639, "loss_maskiou": 0.0065754340757848695, "loss_sem_seg": 0.2808825469110161, "lr": 0.01, "mask_rcnn/accuracy": 0.8972344619666048, "mask_rcnn/false_negative": 0.10500386294684422, "mask_rcnn/false_positive": 0.10540155351599481, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7724341033026576, "total_loss": 1.7039352906431304} {"data_time": 0.01686192862689495, "eta_seconds": 124932.03742079157, "iteration": 110559, "loss_fcos_cls": 0.2671012398786843, "loss_fcos_ctr": 0.6248741522431374, "loss_fcos_loc": 0.20734075095970184, "loss_mask": 0.2738473806530237, "loss_maskiou": 0.0058264257677365094, "loss_sem_seg": 0.3005208568647504, "lr": 0.01, "mask_rcnn/accuracy": 0.8942628256121725, "mask_rcnn/false_negative": 0.09049892291548725, "mask_rcnn/false_positive": 0.13175831501751795, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7815715195611119, "total_loss": 1.6608109304506797} {"data_time": 0.01691331062465906, "eta_seconds": 124921.8041139124, "iteration": 110579, "loss_fcos_cls": 0.29450473422184587, "loss_fcos_ctr": 0.6235400261357427, "loss_fcos_loc": 0.21578688733279705, "loss_mask": 0.2717912644147873, "loss_maskiou": 0.006339410552754998, "loss_sem_seg": 0.2957133655436337, "lr": 0.01, "mask_rcnn/accuracy": 0.8716799219687875, "mask_rcnn/false_negative": 0.10162246681521828, "mask_rcnn/false_positive": 0.17230315092856455, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.0, "time": 0.7805040944367647, "total_loss": 1.726181902224198} {"data_time": 0.01656953990459442, "eta_seconds": 124806.99891821574, "iteration": 110599, "loss_fcos_cls": 0.2713972913334146, "loss_fcos_ctr": 0.6204752316698432, "loss_fcos_loc": 0.20081392989959568, "loss_mask": 0.2685703029856086, "loss_maskiou": 0.006175444395921659, "loss_sem_seg": 0.3122793985530734, "lr": 0.01, "mask_rcnn/accuracy": 0.8741910962272349, "mask_rcnn/false_negative": 0.091303341267928, "mask_rcnn/false_positive": 0.13076662967699793, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7771353581920266, "total_loss": 1.6889501049590763} {"data_time": 0.015039855614304543, "eta_seconds": 124775.67387205828, "iteration": 110619, "loss_fcos_cls": 0.27189010311849415, "loss_fcos_ctr": 0.6222665552049875, "loss_fcos_loc": 0.20452222926542163, "loss_mask": 0.28819483425468206, "loss_maskiou": 0.006634078628849238, "loss_sem_seg": 0.318606317974627, "lr": 0.01, "mask_rcnn/accuracy": 0.8814772756517487, "mask_rcnn/false_negative": 0.08825753328601423, "mask_rcnn/false_positive": 0.15137943825294603, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.75, "time": 0.7836754573509097, "total_loss": 1.705760216616909} {"data_time": 0.016279390081763268, "eta_seconds": 124896.43009562138, "iteration": 110639, "loss_fcos_cls": 0.2761209812015295, "loss_fcos_ctr": 0.6232681795954704, "loss_fcos_loc": 0.207766653271392, "loss_mask": 0.27209990471601486, "loss_maskiou": 0.006646313806413673, "loss_sem_seg": 0.329144096467644, "lr": 0.01, "mask_rcnn/accuracy": 0.885300450032593, "mask_rcnn/false_negative": 0.09118222663584426, "mask_rcnn/false_positive": 0.13989166961992833, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.8004978653043509, "total_loss": 1.7029994035401614} {"data_time": 0.015757245011627674, "eta_seconds": 124918.71799081285, "iteration": 110659, "loss_fcos_cls": 0.28005776298232377, "loss_fcos_ctr": 0.6225583497434855, "loss_fcos_loc": 0.21220247074961662, "loss_mask": 0.27288685366511345, "loss_maskiou": 0.006022800742357504, "loss_sem_seg": 0.2995439989026636, "lr": 0.01, "mask_rcnn/accuracy": 0.8776156329006051, "mask_rcnn/false_negative": 0.11445595107464906, "mask_rcnn/false_positive": 0.14411948745119074, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.5, "time": 0.7957709906622767, "total_loss": 1.738256895710947} {"data_time": 0.01598231215029955, "eta_seconds": 124903.03857145552, "iteration": 110679, "loss_fcos_cls": 0.2732083206064999, "loss_fcos_ctr": 0.6191346254199743, "loss_fcos_loc": 0.20396913116564974, "loss_mask": 0.27786026056855917, "loss_maskiou": 0.006310918019153178, "loss_sem_seg": 0.3074656995013356, "lr": 0.01, "mask_rcnn/accuracy": 0.8859454719387756, "mask_rcnn/false_negative": 0.09101823194433137, "mask_rcnn/false_positive": 0.12264740206309967, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.5, "time": 0.7858136743307114, "total_loss": 1.6879790549573954} {"data_time": 0.01790191698819399, "eta_seconds": 124924.62259166408, "iteration": 110699, "loss_fcos_cls": 0.2687839837744832, "loss_fcos_ctr": 0.6226875954307616, "loss_fcos_loc": 0.21163545409217477, "loss_mask": 0.2761692125350237, "loss_maskiou": 0.006642993539571762, "loss_sem_seg": 0.29610325768589973, "lr": 0.01, "mask_rcnn/accuracy": 0.8830600097181729, "mask_rcnn/false_negative": 0.10401095855598315, "mask_rcnn/false_positive": 0.15392179821590574, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7705522375181317, "total_loss": 1.6645526226966467} {"data_time": 0.016074862331151962, "eta_seconds": 124833.73147796933, "iteration": 110719, "loss_fcos_cls": 0.27429117838619277, "loss_fcos_ctr": 0.6224041762761772, "loss_fcos_loc": 0.20599344559013844, "loss_mask": 0.28334420919418335, "loss_maskiou": 0.006285802533966489, "loss_sem_seg": 0.32383476896211505, "lr": 0.01, "mask_rcnn/accuracy": 0.8848497116237799, "mask_rcnn/false_negative": 0.0832077323838203, "mask_rcnn/false_positive": 0.1374451661599198, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.778185062110424, "total_loss": 1.6992574399046134} {"data_time": 0.015524005517363548, "eta_seconds": 124818.05682355631, "iteration": 110739, "loss_fcos_cls": 0.27300272753927857, "loss_fcos_ctr": 0.6222475161775947, "loss_fcos_loc": 0.20647008146625012, "loss_mask": 0.2660303534939885, "loss_maskiou": 0.005863570295332465, "loss_sem_seg": 0.2619477678090334, "lr": 0.01, "mask_rcnn/accuracy": 0.8734778286314526, "mask_rcnn/false_negative": 0.10518958370463599, "mask_rcnn/false_positive": 0.14954331481843686, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.5, "time": 0.7846794789656997, "total_loss": 1.655850428449412} {"data_time": 0.01734123006463051, "eta_seconds": 124775.32485950459, "iteration": 110759, "loss_fcos_cls": 0.267786534037441, "loss_fcos_ctr": 0.6233210004866123, "loss_fcos_loc": 0.20051782100927085, "loss_mask": 0.27570364251732826, "loss_maskiou": 0.006106170665589161, "loss_sem_seg": 0.30866011301986873, "lr": 0.01, "mask_rcnn/accuracy": 0.8799699883151896, "mask_rcnn/false_negative": 0.09910284879520409, "mask_rcnn/false_positive": 0.1352831721312564, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7813116572797298, "total_loss": 1.6931427444360452} {"data_time": 0.017148653976619244, "eta_seconds": 124755.01135836449, "iteration": 110779, "loss_fcos_cls": 0.25971244502579793, "loss_fcos_ctr": 0.6231493693776429, "loss_fcos_loc": 0.20526043348945677, "loss_mask": 0.2850140407681465, "loss_maskiou": 0.00664697153843008, "loss_sem_seg": 0.333331948146224, "lr": 0.01, "mask_rcnn/accuracy": 0.8807062637997565, "mask_rcnn/false_negative": 0.08320004307046025, "mask_rcnn/false_positive": 0.17152503104428096, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7866749595850706, "total_loss": 1.6905729081008758} {"data_time": 0.015424289740622044, "eta_seconds": 124681.70511063561, "iteration": 110799, "loss_fcos_cls": 0.2771286016795784, "loss_fcos_ctr": 0.6226712465286255, "loss_fcos_loc": 0.2006901204586029, "loss_mask": 0.2825687015429139, "loss_maskiou": 0.006258974215597846, "loss_sem_seg": 0.30880995746701956, "lr": 0.01, "mask_rcnn/accuracy": 0.8682096491613887, "mask_rcnn/false_negative": 0.0965125800789659, "mask_rcnn/false_positive": 0.19026056325062307, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 25.75, "time": 0.7555681439116597, "total_loss": 1.70529388160503} {"data_time": 0.015936080366373062, "eta_seconds": 124723.67001234647, "iteration": 110819, "loss_fcos_cls": 0.28202422987669706, "loss_fcos_ctr": 0.6224373215809464, "loss_fcos_loc": 0.20860601379536092, "loss_mask": 0.27299418300390244, "loss_maskiou": 0.006107454668381251, "loss_sem_seg": 0.2979581276886165, "lr": 0.01, "mask_rcnn/accuracy": 0.8800069369853205, "mask_rcnn/false_negative": 0.09271268035688675, "mask_rcnn/false_positive": 0.14624577109364165, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.5, "time": 0.7899723444133997, "total_loss": 1.7175499023287557} {"data_time": 0.01709734834730625, "eta_seconds": 124718.06891547795, "iteration": 110839, "loss_fcos_cls": 0.2862922978820279, "loss_fcos_ctr": 0.6191573687829077, "loss_fcos_loc": 0.1982106699142605, "loss_mask": 0.2733948421664536, "loss_maskiou": 0.006822029077738989, "loss_sem_seg": 0.3360186549834907, "lr": 0.01, "mask_rcnn/accuracy": 0.8868477661334804, "mask_rcnn/false_negative": 0.10308829725599161, "mask_rcnn/false_positive": 0.14331070895832354, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7805504612624645, "total_loss": 1.7193182019036612} {"data_time": 0.01534073892980814, "eta_seconds": 124708.76562984008, "iteration": 110859, "loss_fcos_cls": 0.2869373658904806, "loss_fcos_ctr": 0.6234961226582527, "loss_fcos_loc": 0.21363699273206294, "loss_mask": 0.28282388765364885, "loss_maskiou": 0.006613113597268239, "loss_sem_seg": 0.2885455077048391, "lr": 0.01, "mask_rcnn/accuracy": 0.8875681059460822, "mask_rcnn/false_negative": 0.08544392767057157, "mask_rcnn/false_positive": 0.11046700557150935, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.77415790874511, "total_loss": 1.7147266970714554} {"data_time": 0.015668155625462532, "eta_seconds": 124676.65799331944, "iteration": 110879, "loss_fcos_cls": 0.273294800426811, "loss_fcos_ctr": 0.6188165559433401, "loss_fcos_loc": 0.19988154619932175, "loss_mask": 0.2634440641850233, "loss_maskiou": 0.006441323756007478, "loss_sem_seg": 0.27434096252545714, "lr": 0.01, "mask_rcnn/accuracy": 0.8676327297836428, "mask_rcnn/false_negative": 0.09709535117266513, "mask_rcnn/false_positive": 0.1784267103507466, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.77073641307652, "total_loss": 1.6426970758184325} {"data_time": 0.017178211361169815, "eta_seconds": 124660.98732031044, "iteration": 110899, "loss_fcos_cls": 0.28255287697538733, "loss_fcos_ctr": 0.6212994428351521, "loss_fcos_loc": 0.2119739439804107, "loss_mask": 0.29054954275488853, "loss_maskiou": 0.007263274150318466, "loss_sem_seg": 0.28179559437558055, "lr": 0.01, "mask_rcnn/accuracy": 0.8670201058593916, "mask_rcnn/false_negative": 0.11011164789869213, "mask_rcnn/false_positive": 0.14997131394913168, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7999398456886411, "total_loss": 1.7082529432082083} {"data_time": 0.017128722742199898, "eta_seconds": 124649.954810475, "iteration": 110919, "loss_fcos_cls": 0.26911193737760186, "loss_fcos_ctr": 0.620960446074605, "loss_fcos_loc": 0.20016250666230917, "loss_mask": 0.2726422445848584, "loss_maskiou": 0.006531120736326557, "loss_sem_seg": 0.2970597338862717, "lr": 0.01, "mask_rcnn/accuracy": 0.864296205495185, "mask_rcnn/false_negative": 0.10111828628733527, "mask_rcnn/false_positive": 0.1680618295063051, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7845377419143915, "total_loss": 1.676159699469281} {"data_time": 0.014674544334411621, "eta_seconds": 124621.65220010001, "iteration": 110939, "loss_fcos_cls": 0.2741071446798742, "loss_fcos_ctr": 0.6228626337833703, "loss_fcos_loc": 0.2097592008067295, "loss_mask": 0.2749359980225563, "loss_maskiou": 0.005879704913240857, "loss_sem_seg": 0.2911352195078507, "lr": 0.01, "mask_rcnn/accuracy": 0.8878124212648022, "mask_rcnn/false_negative": 0.09380245684538957, "mask_rcnn/false_positive": 0.12948832484064549, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.75, "time": 0.7770410487428308, "total_loss": 1.675121294640121} {"data_time": 0.016828960739076138, "eta_seconds": 124617.1508132387, "iteration": 110959, "loss_fcos_cls": 0.26817284245043993, "loss_fcos_ctr": 0.6187851447612047, "loss_fcos_loc": 0.19927134551107883, "loss_mask": 0.28238092083483934, "loss_maskiou": 0.007218829312478192, "loss_sem_seg": 0.2863159109838307, "lr": 0.01, "mask_rcnn/accuracy": 0.8689657466760289, "mask_rcnn/false_negative": 0.09528806056846506, "mask_rcnn/false_positive": 0.16716395399551734, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 38.75, "time": 0.8017479777336121, "total_loss": 1.6724793732864782} {"data_time": 0.016470754519104958, "eta_seconds": 124614.7291975217, "iteration": 110979, "loss_fcos_cls": 0.2516082727815956, "loss_fcos_ctr": 0.6188270160928369, "loss_fcos_loc": 0.19444273423869163, "loss_mask": 0.2708014724776149, "loss_maskiou": 0.0060689403471769765, "loss_sem_seg": 0.2961249705404043, "lr": 0.01, "mask_rcnn/accuracy": 0.8850868873190302, "mask_rcnn/false_negative": 0.07509330908259007, "mask_rcnn/false_positive": 0.13079316815107256, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7833790658041835, "total_loss": 1.6379479441529838} {"data_time": 0.016160819679498672, "eta_seconds": 124585.80866855569, "iteration": 110999, "loss_fcos_cls": 0.26492847059853375, "loss_fcos_ctr": 0.6227213782258332, "loss_fcos_loc": 0.21015929779969156, "loss_mask": 0.27842092607170343, "loss_maskiou": 0.006452494650147855, "loss_sem_seg": 0.2828233097679913, "lr": 0.01, "mask_rcnn/accuracy": 0.8854302939124368, "mask_rcnn/false_negative": 0.09180783941244239, "mask_rcnn/false_positive": 0.14464661613366625, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.7717205891385674, "total_loss": 1.6763877517660148} {"data_time": 0.01583714783191681, "eta_seconds": 124528.91696997918, "iteration": 111019, "loss_fcos_cls": 0.263730188831687, "loss_fcos_ctr": 0.6223636465147138, "loss_fcos_loc": 0.20938740484416485, "loss_mask": 0.2771647465415299, "loss_maskiou": 0.006192242282850202, "loss_sem_seg": 0.28345522191375494, "lr": 0.01, "mask_rcnn/accuracy": 0.8713570655534941, "mask_rcnn/false_negative": 0.10069698523108009, "mask_rcnn/false_positive": 0.13559714944104734, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.75, "time": 0.7778596952557564, "total_loss": 1.6960399998934008} {"data_time": 0.01649322547018528, "eta_seconds": 124441.8123185439, "iteration": 111039, "loss_fcos_cls": 0.24952539429068565, "loss_fcos_ctr": 0.6218606792390347, "loss_fcos_loc": 0.19960551033727825, "loss_mask": 0.2685102988034487, "loss_maskiou": 0.005666209064656869, "loss_sem_seg": 0.304826557636261, "lr": 0.01, "mask_rcnn/accuracy": 0.8566376577141992, "mask_rcnn/false_negative": 0.11518995954098923, "mask_rcnn/false_positive": 0.16074824062183757, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7665015375241637, "total_loss": 1.648900403692096} {"data_time": 0.01611919980496168, "eta_seconds": 124456.72457733378, "iteration": 111059, "loss_fcos_cls": 0.26638577273115516, "loss_fcos_ctr": 0.6234376793727279, "loss_fcos_loc": 0.2049586451612413, "loss_mask": 0.27743472810834646, "loss_maskiou": 0.0061406557651935145, "loss_sem_seg": 0.2710289964452386, "lr": 0.01, "mask_rcnn/accuracy": 0.8768061551543695, "mask_rcnn/false_negative": 0.0952866757037874, "mask_rcnn/false_positive": 0.17395333980487254, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.780511456541717, "total_loss": 1.6523729089967674} {"data_time": 0.01716405153274536, "eta_seconds": 124441.06383220479, "iteration": 111079, "loss_fcos_cls": 0.26618327072355896, "loss_fcos_ctr": 0.6206066221930087, "loss_fcos_loc": 0.19765695877140388, "loss_mask": 0.28322064131498337, "loss_maskiou": 0.0063365410605911165, "loss_sem_seg": 0.27862066915258765, "lr": 0.01, "mask_rcnn/accuracy": 0.881889433404941, "mask_rcnn/false_negative": 0.10056019624865456, "mask_rcnn/false_positive": 0.1382977795996844, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.5, "time": 0.7829259969294071, "total_loss": 1.6502730728971073} {"data_time": 0.016843751072883606, "eta_seconds": 124358.77751777228, "iteration": 111099, "loss_fcos_cls": 0.26336418208666146, "loss_fcos_ctr": 0.6191569338552654, "loss_fcos_loc": 0.1941362088546157, "loss_mask": 0.26391584798693657, "loss_maskiou": 0.005837404605699703, "loss_sem_seg": 0.27537231863243505, "lr": 0.01, "mask_rcnn/accuracy": 0.8812132428622892, "mask_rcnn/false_negative": 0.09035757694904231, "mask_rcnn/false_positive": 0.14913005040864802, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7723774677142501, "total_loss": 1.6489794536755653} {"data_time": 0.015752321109175682, "eta_seconds": 124399.85191513877, "iteration": 111119, "loss_fcos_cls": 0.26620210672263056, "loss_fcos_ctr": 0.6226405957713723, "loss_fcos_loc": 0.20992453035432845, "loss_mask": 0.27965371310710907, "loss_maskiou": 0.006269841338507831, "loss_sem_seg": 0.27851224644109607, "lr": 0.01, "mask_rcnn/accuracy": 0.8747279698916604, "mask_rcnn/false_negative": 0.10787181538009999, "mask_rcnn/false_positive": 0.15937481686550717, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7892369451001287, "total_loss": 1.680860512642539} {"data_time": 0.017117400653660297, "eta_seconds": 124327.4727991065, "iteration": 111139, "loss_fcos_cls": 0.2537392135709524, "loss_fcos_ctr": 0.6194452214986086, "loss_fcos_loc": 0.20362485363148153, "loss_mask": 0.27027183771133423, "loss_maskiou": 0.006047791423043236, "loss_sem_seg": 0.30451729241758585, "lr": 0.01, "mask_rcnn/accuracy": 0.8948349429057337, "mask_rcnn/false_negative": 0.09568839387250275, "mask_rcnn/false_positive": 0.1232150345033427, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7749063307419419, "total_loss": 1.673610420053592} {"data_time": 0.016163130290806293, "eta_seconds": 124249.06937187072, "iteration": 111159, "loss_fcos_cls": 0.2623868575319648, "loss_fcos_ctr": 0.620887712109834, "loss_fcos_loc": 0.2075972519814968, "loss_mask": 0.2846889393404126, "loss_maskiou": 0.006391686110873707, "loss_sem_seg": 0.28024458419531584, "lr": 0.01, "mask_rcnn/accuracy": 0.8885151739360324, "mask_rcnn/false_negative": 0.08996774868911056, "mask_rcnn/false_positive": 0.1359130630431889, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7737552793696523, "total_loss": 1.667787417616637} {"data_time": 0.01537332497537136, "eta_seconds": 124158.64882900938, "iteration": 111179, "loss_fcos_cls": 0.27344999299384654, "loss_fcos_ctr": 0.622081040404737, "loss_fcos_loc": 0.19877119129523635, "loss_mask": 0.2639222824946046, "loss_maskiou": 0.006098825964727439, "loss_sem_seg": 0.28774008387699723, "lr": 0.01, "mask_rcnn/accuracy": 0.8786817461359544, "mask_rcnn/false_negative": 0.07695433962522305, "mask_rcnn/false_positive": 0.15025647245310014, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7741500176489353, "total_loss": 1.6489560419504414} {"data_time": 0.017007308080792427, "eta_seconds": 124147.3210798949, "iteration": 111199, "loss_fcos_cls": 0.2579781517852098, "loss_fcos_ctr": 0.619608405046165, "loss_fcos_loc": 0.19464339991100132, "loss_mask": 0.2791092647239566, "loss_maskiou": 0.00620064175745938, "loss_sem_seg": 0.2708326601423323, "lr": 0.01, "mask_rcnn/accuracy": 0.8802911527845985, "mask_rcnn/false_negative": 0.09952732623743404, "mask_rcnn/false_positive": 0.1744295958684548, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.0, "time": 0.7923428826034069, "total_loss": 1.633811156352749} {"data_time": 0.016700872220098972, "eta_seconds": 124122.74504058156, "iteration": 111219, "loss_fcos_cls": 0.2788050842937082, "loss_fcos_ctr": 0.6222379128448665, "loss_fcos_loc": 0.20606723427772522, "loss_mask": 0.29604026954621077, "loss_maskiou": 0.006466270599048585, "loss_sem_seg": 0.2904831017367542, "lr": 0.01, "mask_rcnn/accuracy": 0.8489697371863725, "mask_rcnn/false_negative": 0.11568455844543284, "mask_rcnn/false_positive": 0.17357115265468398, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.5, "time": 0.7770062517374754, "total_loss": 1.6810238644757192} {"data_time": 0.015800686553120613, "eta_seconds": 124081.27067448478, "iteration": 111239, "loss_fcos_cls": 0.2630228204652667, "loss_fcos_ctr": 0.6238452736288309, "loss_fcos_loc": 0.21184973418712616, "loss_mask": 0.27913553826510906, "loss_maskiou": 0.00591969028027961, "loss_sem_seg": 0.3310327962972224, "lr": 0.01, "mask_rcnn/accuracy": 0.8860642457740672, "mask_rcnn/false_negative": 0.09360884207067882, "mask_rcnn/false_positive": 0.16303841899552224, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7803281843662262, "total_loss": 1.6987043146436918} {"data_time": 0.016813037917017937, "eta_seconds": 124035.12016386073, "iteration": 111259, "loss_fcos_cls": 0.2663763288874179, "loss_fcos_ctr": 0.6221701148897409, "loss_fcos_loc": 0.20536610385170206, "loss_mask": 0.2810049680992961, "loss_maskiou": 0.005986503019812517, "loss_sem_seg": 0.2927968818694353, "lr": 0.01, "mask_rcnn/accuracy": 0.8684958933406138, "mask_rcnn/false_negative": 0.09082629139039561, "mask_rcnn/false_positive": 0.15521261812736117, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7981826597824693, "total_loss": 1.675747286186379} {"data_time": 0.016178758814930916, "eta_seconds": 124029.39899354987, "iteration": 111279, "loss_fcos_cls": 0.2555959140881896, "loss_fcos_ctr": 0.6213454036042094, "loss_fcos_loc": 0.19604228087700903, "loss_mask": 0.27875946322456, "loss_maskiou": 0.0066823735542129725, "loss_sem_seg": 0.2802491714246571, "lr": 0.01, "mask_rcnn/accuracy": 0.8846774765013532, "mask_rcnn/false_negative": 0.10185099356372695, "mask_rcnn/false_positive": 0.13503615251165293, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7707630656659603, "total_loss": 1.6273188665945781} {"data_time": 0.017023654654622078, "eta_seconds": 124054.17423310038, "iteration": 111299, "loss_fcos_cls": 0.27086942945607007, "loss_fcos_ctr": 0.6253324635326862, "loss_fcos_loc": 0.20939690037630498, "loss_mask": 0.2942373948171735, "loss_maskiou": 0.006908799288794398, "loss_sem_seg": 0.27933206176385283, "lr": 0.01, "mask_rcnn/accuracy": 0.8570997421200786, "mask_rcnn/false_negative": 0.10036696919552683, "mask_rcnn/false_positive": 0.16996982399706356, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7841081116348505, "total_loss": 1.6988816252705874} {"data_time": 0.01895088702440262, "eta_seconds": 124044.57274979074, "iteration": 111319, "loss_fcos_cls": 0.26401838765013963, "loss_fcos_ctr": 0.6229536477476358, "loss_fcos_loc": 0.20512413093820214, "loss_mask": 0.2818486262112856, "loss_maskiou": 0.00578710698755458, "loss_sem_seg": 0.25450029550120234, "lr": 0.01, "mask_rcnn/accuracy": 0.8738245773643476, "mask_rcnn/false_negative": 0.11505874665264654, "mask_rcnn/false_positive": 0.1425063609529629, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.795242358930409, "total_loss": 1.6274490436480846} {"data_time": 0.0167549354955554, "eta_seconds": 124022.90683737304, "iteration": 111339, "loss_fcos_cls": 0.2830526304896921, "loss_fcos_ctr": 0.6196729266084731, "loss_fcos_loc": 0.20833063102327287, "loss_mask": 0.2796112848445773, "loss_maskiou": 0.0065958434861386195, "loss_sem_seg": 0.28145289374515414, "lr": 0.01, "mask_rcnn/accuracy": 0.8643351227853779, "mask_rcnn/false_negative": 0.10591085056961451, "mask_rcnn/false_positive": 0.16249891908331227, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.0, "time": 0.7870590873062611, "total_loss": 1.6472008839191403} {"data_time": 0.01509245578199625, "eta_seconds": 123987.48345671128, "iteration": 111359, "loss_fcos_cls": 0.26381533965468407, "loss_fcos_ctr": 0.6202215598896146, "loss_fcos_loc": 0.20012955274432898, "loss_mask": 0.27407910395413637, "loss_maskiou": 0.00614873445010744, "loss_sem_seg": 0.29644908057525754, "lr": 0.01, "mask_rcnn/accuracy": 0.8752690470127444, "mask_rcnn/false_negative": 0.09869818720903627, "mask_rcnn/false_positive": 0.15338631010137457, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7747224466875196, "total_loss": 1.658785413736041} {"data_time": 0.015931008383631706, "eta_seconds": 123913.62907677237, "iteration": 111379, "loss_fcos_cls": 0.2686747059924528, "loss_fcos_ctr": 0.620637271553278, "loss_fcos_loc": 0.19614369818009436, "loss_mask": 0.26582484506070614, "loss_maskiou": 0.006310807824775111, "loss_sem_seg": 0.2880061990581453, "lr": 0.01, "mask_rcnn/accuracy": 0.8768093794121422, "mask_rcnn/false_negative": 0.10023444253800484, "mask_rcnn/false_positive": 0.15059408600151425, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7841812986880541, "total_loss": 1.6540043032873655} {"data_time": 0.01797053124755621, "eta_seconds": 123858.39875410683, "iteration": 111399, "loss_fcos_cls": 0.2748825242742896, "loss_fcos_ctr": 0.6222007479518652, "loss_fcos_loc": 0.20563066564500332, "loss_mask": 0.27452180720865726, "loss_maskiou": 0.006708199027343653, "loss_sem_seg": 0.2832186734303832, "lr": 0.01, "mask_rcnn/accuracy": 0.8729726861089511, "mask_rcnn/false_negative": 0.09117244096615579, "mask_rcnn/false_positive": 0.14534499401601103, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.0, "time": 0.7708437480032444, "total_loss": 1.673304766009096} {"data_time": 0.01813024189323187, "eta_seconds": 123910.10130152386, "iteration": 111419, "loss_fcos_cls": 0.26260269875638187, "loss_fcos_ctr": 0.6213643476366997, "loss_fcos_loc": 0.2006499704439193, "loss_mask": 0.2725513717159629, "loss_maskiou": 0.006434851686208276, "loss_sem_seg": 0.2783831018023193, "lr": 0.01, "mask_rcnn/accuracy": 0.8837125801813263, "mask_rcnn/false_negative": 0.09701628978849114, "mask_rcnn/false_positive": 0.12287596777830337, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.25, "time": 0.7951435940340161, "total_loss": 1.6239737089927075} {"data_time": 0.017126567661762238, "eta_seconds": 123924.95864486229, "iteration": 111439, "loss_fcos_cls": 0.2611837014555931, "loss_fcos_ctr": 0.6221443619579077, "loss_fcos_loc": 0.21256640704814345, "loss_mask": 0.27314379112794995, "loss_maskiou": 0.006302751993644051, "loss_sem_seg": 0.2907945979386568, "lr": 0.01, "mask_rcnn/accuracy": 0.8850508220345707, "mask_rcnn/false_negative": 0.09588748408049938, "mask_rcnn/false_positive": 0.14583177870343636, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7755179023370147, "total_loss": 1.6769604503642768} {"data_time": 0.015618625096976757, "eta_seconds": 123851.13362959865, "iteration": 111459, "loss_fcos_cls": 0.2710823157103732, "loss_fcos_ctr": 0.623596343677491, "loss_fcos_loc": 0.20683376595843583, "loss_mask": 0.27551762573421, "loss_maskiou": 0.00691906429710798, "loss_sem_seg": 0.2939372817054391, "lr": 0.01, "mask_rcnn/accuracy": 0.8719401663436842, "mask_rcnn/false_negative": 0.10447357499887723, "mask_rcnn/false_positive": 0.13158342048618804, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.25, "time": 0.7738308282569051, "total_loss": 1.7042511703402852} {"data_time": 0.01518859900534153, "eta_seconds": 123863.21922814753, "iteration": 111479, "loss_fcos_cls": 0.2807716494426131, "loss_fcos_ctr": 0.6232293583452702, "loss_fcos_loc": 0.20761869254056364, "loss_mask": 0.2791296439245343, "loss_maskiou": 0.006020791086484678, "loss_sem_seg": 0.2730723759159446, "lr": 0.01, "mask_rcnn/accuracy": 0.8840388352252835, "mask_rcnn/false_negative": 0.09844976246230099, "mask_rcnn/false_positive": 0.14445311256737328, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.75, "time": 0.767431240528822, "total_loss": 1.661201143404469} {"data_time": 0.015386594459414482, "eta_seconds": 123764.68063910771, "iteration": 111499, "loss_fcos_cls": 0.26666103303432465, "loss_fcos_ctr": 0.6209889403544366, "loss_fcos_loc": 0.2038960454519838, "loss_mask": 0.2781898248940706, "loss_maskiou": 0.006606343391467817, "loss_sem_seg": 0.2863767668604851, "lr": 0.01, "mask_rcnn/accuracy": 0.8903456731529822, "mask_rcnn/false_negative": 0.09197124077249713, "mask_rcnn/false_positive": 0.1210502908128065, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7704268824309111, "total_loss": 1.6775728986103786} {"data_time": 0.016202712431550026, "eta_seconds": 123727.72417866904, "iteration": 111519, "loss_fcos_cls": 0.2752490104176104, "loss_fcos_ctr": 0.6219771206378937, "loss_fcos_loc": 0.2116016244981438, "loss_mask": 0.2731328085064888, "loss_maskiou": 0.006452455199905671, "loss_sem_seg": 0.2777193412184715, "lr": 0.01, "mask_rcnn/accuracy": 0.8791762519740038, "mask_rcnn/false_negative": 0.09998109645012898, "mask_rcnn/false_positive": 0.13054450780943286, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7854286041110754, "total_loss": 1.6721971554215997} {"data_time": 0.015432599931955338, "eta_seconds": 123788.63818242494, "iteration": 111539, "loss_fcos_cls": 0.25370536535046995, "loss_fcos_ctr": 0.6209686025977135, "loss_fcos_loc": 0.19600126089062542, "loss_mask": 0.2647284083068371, "loss_maskiou": 0.005607944025541656, "loss_sem_seg": 0.2835600262042135, "lr": 0.01, "mask_rcnn/accuracy": 0.8790882508663843, "mask_rcnn/false_negative": 0.09313299333015782, "mask_rcnn/false_positive": 0.13921400282128155, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.0, "time": 0.7896444965153933, "total_loss": 1.644401331373956} {"data_time": 0.016006123274564743, "eta_seconds": 123773.01432063151, "iteration": 111559, "loss_fcos_cls": 0.26247483398765326, "loss_fcos_ctr": 0.6202337108552456, "loss_fcos_loc": 0.19666635082103312, "loss_mask": 0.26801752112805843, "loss_maskiou": 0.00640999544702936, "loss_sem_seg": 0.3036161153577268, "lr": 0.01, "mask_rcnn/accuracy": 0.8917123330813806, "mask_rcnn/false_negative": 0.10501128696439715, "mask_rcnn/false_positive": 0.13430547857637476, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.75, "time": 0.7886356869712472, "total_loss": 1.673262704964145} {"data_time": 0.017739521339535713, "eta_seconds": 123757.39045883808, "iteration": 111579, "loss_fcos_cls": 0.2764075733721256, "loss_fcos_ctr": 0.6198424370959401, "loss_fcos_loc": 0.20687051862478256, "loss_mask": 0.2712456164881587, "loss_maskiou": 0.00627613888354972, "loss_sem_seg": 0.3129347753711045, "lr": 0.01, "mask_rcnn/accuracy": 0.8817112600854295, "mask_rcnn/false_negative": 0.10625521871970556, "mask_rcnn/false_positive": 0.1505825377240261, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7839240450412035, "total_loss": 1.6725897428987082} {"data_time": 0.01586664281785488, "eta_seconds": 123769.45508139487, "iteration": 111599, "loss_fcos_cls": 0.250851274933666, "loss_fcos_ctr": 0.6217866176739335, "loss_fcos_loc": 0.20271735731512308, "loss_mask": 0.28193608671426773, "loss_maskiou": 0.006301855595665984, "loss_sem_seg": 0.2594213797710836, "lr": 0.01, "mask_rcnn/accuracy": 0.8669023090005232, "mask_rcnn/false_negative": 0.10250640494527369, "mask_rcnn/false_positive": 0.15386168948219603, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7803860614076257, "total_loss": 1.6136169785750099} {"data_time": 0.01596846990287304, "eta_seconds": 123715.4727528207, "iteration": 111619, "loss_fcos_cls": 0.25657897535711527, "loss_fcos_ctr": 0.6216223035007715, "loss_fcos_loc": 0.19708844041451812, "loss_mask": 0.2813085336238146, "loss_maskiou": 0.005947367390035652, "loss_sem_seg": 0.29092209367081523, "lr": 0.01, "mask_rcnn/accuracy": 0.8763478023196856, "mask_rcnn/false_negative": 0.09872838872115179, "mask_rcnn/false_positive": 0.14318843404111403, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.25, "time": 0.7802960146218538, "total_loss": 1.6413666185981128} {"data_time": 0.015458211302757263, "eta_seconds": 123620.31104148645, "iteration": 111639, "loss_fcos_cls": 0.2692962473956868, "loss_fcos_ctr": 0.6216090586967766, "loss_fcos_loc": 0.20488404296338558, "loss_mask": 0.2871894659474492, "loss_maskiou": 0.0068524569942383096, "loss_sem_seg": 0.28144812723621726, "lr": 0.01, "mask_rcnn/accuracy": 0.8848070097604259, "mask_rcnn/false_negative": 0.08511899149261604, "mask_rcnn/false_positive": 0.15965320017018853, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7775394134223461, "total_loss": 1.6605623716168338} {"data_time": 0.016932989470660686, "eta_seconds": 123519.90840419568, "iteration": 111659, "loss_fcos_cls": 0.2767437659204006, "loss_fcos_ctr": 0.6190872322767973, "loss_fcos_loc": 0.20690657064551488, "loss_mask": 0.2806664649397135, "loss_maskiou": 0.006266020136536099, "loss_sem_seg": 0.2970121237449348, "lr": 0.01, "mask_rcnn/accuracy": 0.8766720307525996, "mask_rcnn/false_negative": 0.08159783538863535, "mask_rcnn/false_positive": 0.1675943546174885, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7692171521484852, "total_loss": 1.6819677416060586} {"data_time": 0.016055084764957428, "eta_seconds": 123481.50662537944, "iteration": 111679, "loss_fcos_cls": 0.2572909251321107, "loss_fcos_ctr": 0.6231867056339979, "loss_fcos_loc": 0.20980847999453545, "loss_mask": 0.2777238553389907, "loss_maskiou": 0.006128856839495711, "loss_sem_seg": 0.28166289487853646, "lr": 0.01, "mask_rcnn/accuracy": 0.8797875593793961, "mask_rcnn/false_negative": 0.10013973696181624, "mask_rcnn/false_positive": 0.13119929200787964, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7856832006946206, "total_loss": 1.6413781794253737} {"data_time": 0.015052052214741707, "eta_seconds": 123465.90774631407, "iteration": 111699, "loss_fcos_cls": 0.264724682783708, "loss_fcos_ctr": 0.6215561404824257, "loss_fcos_loc": 0.20348672568798065, "loss_mask": 0.278410947881639, "loss_maskiou": 0.00625887661226443, "loss_sem_seg": 0.2808487727306783, "lr": 0.01, "mask_rcnn/accuracy": 0.8954154325103902, "mask_rcnn/false_negative": 0.07912918984715175, "mask_rcnn/false_positive": 0.1297263641736343, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.7773028742522001, "total_loss": 1.6487516472952848} {"data_time": 0.017435581423342228, "eta_seconds": 123557.8611650439, "iteration": 111719, "loss_fcos_cls": 0.27284483634866774, "loss_fcos_ctr": 0.6182698430493474, "loss_fcos_loc": 0.2023614380741492, "loss_mask": 0.28158696461468935, "loss_maskiou": 0.006488644030469004, "loss_sem_seg": 0.30330515187233686, "lr": 0.01, "mask_rcnn/accuracy": 0.8713089923469388, "mask_rcnn/false_negative": 0.09917666147087906, "mask_rcnn/false_positive": 0.17120152225149263, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7849579257890582, "total_loss": 1.718409395616618} {"data_time": 0.015102426521480083, "eta_seconds": 123520.33945846092, "iteration": 111739, "loss_fcos_cls": 0.2798719722777605, "loss_fcos_ctr": 0.6226620650850236, "loss_fcos_loc": 0.20643669890705496, "loss_mask": 0.2787047070451081, "loss_maskiou": 0.006245005322853103, "loss_sem_seg": 0.29435580829158425, "lr": 0.01, "mask_rcnn/accuracy": 0.8766030060672918, "mask_rcnn/false_negative": 0.10777116252116942, "mask_rcnn/false_positive": 0.16614974464553062, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.8007075665518641, "total_loss": 1.651028163087176} {"data_time": 0.01549430564045906, "eta_seconds": 123539.59668710455, "iteration": 111759, "loss_fcos_cls": 0.26462223660200834, "loss_fcos_ctr": 0.6202221405692399, "loss_fcos_loc": 0.19482438202248886, "loss_mask": 0.265062203630805, "loss_maskiou": 0.0061836567329009995, "loss_sem_seg": 0.31523242709226906, "lr": 0.01, "mask_rcnn/accuracy": 0.8805777045666752, "mask_rcnn/false_negative": 0.09503258649876001, "mask_rcnn/false_positive": 0.12279461105401182, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7811104916036129, "total_loss": 1.6922444126239498} {"data_time": 0.015006635338068008, "eta_seconds": 123426.29784844257, "iteration": 111779, "loss_fcos_cls": 0.25657855288591236, "loss_fcos_ctr": 0.6189838144928217, "loss_fcos_loc": 0.19657372625079006, "loss_mask": 0.27385258954018354, "loss_maskiou": 0.006029917058185674, "loss_sem_seg": 0.2848724741488695, "lr": 0.01, "mask_rcnn/accuracy": 0.8931325371057515, "mask_rcnn/false_negative": 0.1045446251992052, "mask_rcnn/false_positive": 0.13342897725432112, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 23.25, "time": 0.7669420056045055, "total_loss": 1.6320952763780951} {"data_time": 0.01617805566638708, "eta_seconds": 123508.36847275123, "iteration": 111799, "loss_fcos_cls": 0.2635540736373514, "loss_fcos_ctr": 0.6222639195621014, "loss_fcos_loc": 0.2024517705431208, "loss_mask": 0.27499854285269976, "loss_maskiou": 0.006384821186657064, "loss_sem_seg": 0.27248044731095433, "lr": 0.01, "mask_rcnn/accuracy": 0.8652043633188264, "mask_rcnn/false_negative": 0.09689805265353962, "mask_rcnn/false_positive": 0.16138749570223576, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7785444743931293, "total_loss": 1.6688476687231741} {"data_time": 0.015944208949804306, "eta_seconds": 123457.9006570084, "iteration": 111819, "loss_fcos_cls": 0.25831498857587576, "loss_fcos_ctr": 0.6225703610107303, "loss_fcos_loc": 0.20524594630114734, "loss_mask": 0.27636174065992236, "loss_maskiou": 0.005963305753539316, "loss_sem_seg": 0.3100196640007198, "lr": 0.01, "mask_rcnn/accuracy": 0.8786838748657357, "mask_rcnn/false_negative": 0.09282867006185719, "mask_rcnn/false_positive": 0.14496241316437983, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.75, "time": 0.7859744448214769, "total_loss": 1.7026212910204777} {"data_time": 0.015628833323717117, "eta_seconds": 123413.76490248926, "iteration": 111839, "loss_fcos_cls": 0.26404999871738255, "loss_fcos_ctr": 0.6222513862885535, "loss_fcos_loc": 0.20452617188857403, "loss_mask": 0.2842370253056288, "loss_maskiou": 0.006568152712134179, "loss_sem_seg": 0.2723140548914671, "lr": 0.01, "mask_rcnn/accuracy": 0.8896193092621664, "mask_rcnn/false_negative": 0.09593025960568577, "mask_rcnn/false_positive": 0.12464436453065728, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.0, "time": 0.7780592497438192, "total_loss": 1.6397341951233102} {"data_time": 0.017836226150393486, "eta_seconds": 123385.42009580228, "iteration": 111859, "loss_fcos_cls": 0.27063808450475335, "loss_fcos_ctr": 0.6243821093812585, "loss_fcos_loc": 0.21939380909316242, "loss_mask": 0.27594358194619417, "loss_maskiou": 0.006360543557093479, "loss_sem_seg": 0.3035008176229894, "lr": 0.01, "mask_rcnn/accuracy": 0.889599248169213, "mask_rcnn/false_negative": 0.09189013207160358, "mask_rcnn/false_positive": 0.13888815614743952, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7734586009755731, "total_loss": 1.6950756037040264} {"data_time": 0.01628439873456955, "eta_seconds": 123369.81561371405, "iteration": 111879, "loss_fcos_cls": 0.25735823513241485, "loss_fcos_ctr": 0.6223004795610905, "loss_fcos_loc": 0.2049721796065569, "loss_mask": 0.27954127360135317, "loss_maskiou": 0.005887676088605076, "loss_sem_seg": 0.2971540968865156, "lr": 0.01, "mask_rcnn/accuracy": 0.9021754940534565, "mask_rcnn/false_negative": 0.09646772295042827, "mask_rcnn/false_positive": 0.10975911598291976, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 23.0, "time": 0.7754306988790631, "total_loss": 1.657464505522512} {"data_time": 0.01574662420898676, "eta_seconds": 123276.84699309524, "iteration": 111899, "loss_fcos_cls": 0.27361498051322997, "loss_fcos_ctr": 0.6228365302085876, "loss_fcos_loc": 0.21313089889008552, "loss_mask": 0.29303253535181284, "loss_maskiou": 0.006507032623630948, "loss_sem_seg": 0.2968811928294599, "lr": 0.01, "mask_rcnn/accuracy": 0.8551515714981645, "mask_rcnn/false_negative": 0.10619868646849026, "mask_rcnn/false_positive": 0.19709844123315612, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7721059322357178, "total_loss": 1.70039581932906} {"data_time": 0.014716943725943565, "eta_seconds": 123217.15976650175, "iteration": 111919, "loss_fcos_cls": 0.2705925621557981, "loss_fcos_ctr": 0.619303846731782, "loss_fcos_loc": 0.20047874795272946, "loss_mask": 0.2749664527364075, "loss_maskiou": 0.0059931863797828555, "loss_sem_seg": 0.2771040853112936, "lr": 0.01, "mask_rcnn/accuracy": 0.8916125660790633, "mask_rcnn/false_negative": 0.08142471716908757, "mask_rcnn/false_positive": 0.13100009883677255, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7747334530577064, "total_loss": 1.6484417721949285} {"data_time": 0.018040732480585575, "eta_seconds": 123201.57064955961, "iteration": 111939, "loss_fcos_cls": 0.28154895664192736, "loss_fcos_ctr": 0.6242927508428693, "loss_fcos_loc": 0.2119776930194348, "loss_mask": 0.27925475174561143, "loss_maskiou": 0.005536384640436154, "loss_sem_seg": 0.2877742308191955, "lr": 0.01, "mask_rcnn/accuracy": 0.8916018788467768, "mask_rcnn/false_negative": 0.11085371094121077, "mask_rcnn/false_positive": 0.09719955196197569, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7762598730623722, "total_loss": 1.6890080786397448} {"data_time": 0.016425013542175293, "eta_seconds": 123151.68074457068, "iteration": 111959, "loss_fcos_cls": 0.27147798938676715, "loss_fcos_ctr": 0.618040625937283, "loss_fcos_loc": 0.19858942343853414, "loss_mask": 0.27130546513944864, "loss_maskiou": 0.005927524922299199, "loss_sem_seg": 0.28586882539093494, "lr": 0.01, "mask_rcnn/accuracy": 0.8734747909266507, "mask_rcnn/false_negative": 0.0874837063463211, "mask_rcnn/false_positive": 0.17450502825290432, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7692504217848182, "total_loss": 1.6639671714656288} {"data_time": 0.016358758322894573, "eta_seconds": 123140.52323909849, "iteration": 111979, "loss_fcos_cls": 0.2834830649662763, "loss_fcos_ctr": 0.6217392599210143, "loss_fcos_loc": 0.20606540306471288, "loss_mask": 0.2794795650988817, "loss_maskiou": 0.0060241006867727265, "loss_sem_seg": 0.3090469529852271, "lr": 0.01, "mask_rcnn/accuracy": 0.8746343537414966, "mask_rcnn/false_negative": 0.1007419066166589, "mask_rcnn/false_positive": 0.15937332770741114, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.0, "time": 0.7907487265765667, "total_loss": 1.7165237865410745} {"data_time": 0.016498973593115807, "eta_seconds": 123150.14718165714, "iteration": 111999, "loss_fcos_cls": 0.2651711064390838, "loss_fcos_ctr": 0.6194246867671609, "loss_fcos_loc": 0.20394305558875203, "loss_mask": 0.2779400278814137, "loss_maskiou": 0.005558867618674412, "loss_sem_seg": 0.2730076848529279, "lr": 0.01, "mask_rcnn/accuracy": 0.8722806086720403, "mask_rcnn/false_negative": 0.08796236587035705, "mask_rcnn/false_positive": 0.1609702749842069, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.5, "time": 0.7845220351591706, "total_loss": 1.665097477249219} {"data_time": 0.01566243264824152, "eta_seconds": 123139.21418179106, "iteration": 112019, "loss_fcos_cls": 0.2757995993597433, "loss_fcos_ctr": 0.6191298151388764, "loss_fcos_loc": 0.20013513788580894, "loss_mask": 0.2683956939727068, "loss_maskiou": 0.0061715946831100155, "loss_sem_seg": 0.2807621012907475, "lr": 0.01, "mask_rcnn/accuracy": 0.8878077861579414, "mask_rcnn/false_negative": 0.08133359951496366, "mask_rcnn/false_positive": 0.1483237634007218, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.5, "time": 0.7912737596780062, "total_loss": 1.665113376948284} {"data_time": 0.016034090891480446, "eta_seconds": 123133.57708818465, "iteration": 112039, "loss_fcos_cls": 0.2686065468005836, "loss_fcos_ctr": 0.6204528193920851, "loss_fcos_loc": 0.19966225663665682, "loss_mask": 0.28327572252601385, "loss_maskiou": 0.00664162561588455, "loss_sem_seg": 0.30338110169395804, "lr": 0.01, "mask_rcnn/accuracy": 0.8730813430444642, "mask_rcnn/false_negative": 0.10759436673825767, "mask_rcnn/false_positive": 0.14852974994995255, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7619013879448175, "total_loss": 1.6741244119475596} {"data_time": 0.016810966655611992, "eta_seconds": 123092.01858601626, "iteration": 112059, "loss_fcos_cls": 0.26480422727763653, "loss_fcos_ctr": 0.6206650836393237, "loss_fcos_loc": 0.199182994896546, "loss_mask": 0.28189768735319376, "loss_maskiou": 0.006472439665230922, "loss_sem_seg": 0.30129231978207827, "lr": 0.01, "mask_rcnn/accuracy": 0.8691978714562748, "mask_rcnn/false_negative": 0.10126247758631907, "mask_rcnn/false_positive": 0.15769906640513767, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7777448641136289, "total_loss": 1.6692704416418565} {"data_time": 0.016312814317643642, "eta_seconds": 123064.34925386775, "iteration": 112079, "loss_fcos_cls": 0.2869786680676043, "loss_fcos_ctr": 0.6226315810345113, "loss_fcos_loc": 0.20733361155726016, "loss_mask": 0.2803406147286296, "loss_maskiou": 0.006441845711378846, "loss_sem_seg": 0.31397760892286897, "lr": 0.01, "mask_rcnn/accuracy": 0.8882730558778695, "mask_rcnn/false_negative": 0.08673911486449815, "mask_rcnn/false_positive": 0.14798253611310702, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 24.25, "time": 0.7778094261884689, "total_loss": 1.7067642614565557} {"data_time": 0.016495886258780956, "eta_seconds": 123138.98052124679, "iteration": 112099, "loss_fcos_cls": 0.25985669856891036, "loss_fcos_ctr": 0.6235829358920455, "loss_fcos_loc": 0.20631003030575812, "loss_mask": 0.2818332649767399, "loss_maskiou": 0.006082634965423495, "loss_sem_seg": 0.30177226988598704, "lr": 0.01, "mask_rcnn/accuracy": 0.8880818116720373, "mask_rcnn/false_negative": 0.09005571796591386, "mask_rcnn/false_positive": 0.14027067683409605, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7900065975263715, "total_loss": 1.6844589988031657} {"data_time": 0.015189987607300282, "eta_seconds": 123045.25732000452, "iteration": 112119, "loss_fcos_cls": 0.2661894685588777, "loss_fcos_ctr": 0.6225940678268671, "loss_fcos_loc": 0.20148681756109, "loss_mask": 0.28627493418753147, "loss_maskiou": 0.006398825906217098, "loss_sem_seg": 0.29094694647938013, "lr": 0.01, "mask_rcnn/accuracy": 0.8735735777827615, "mask_rcnn/false_negative": 0.09451109121026205, "mask_rcnn/false_positive": 0.15728604201832336, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.777338994666934, "total_loss": 1.6643873106659157} {"data_time": 0.016124642454087734, "eta_seconds": 123095.079212646, "iteration": 112139, "loss_fcos_cls": 0.2764509560074657, "loss_fcos_ctr": 0.6220251871272922, "loss_fcos_loc": 0.22709132032468915, "loss_mask": 0.2953749941661954, "loss_maskiou": 0.006393873816705309, "loss_sem_seg": 0.29966270457953215, "lr": 0.01, "mask_rcnn/accuracy": 0.8834757436137721, "mask_rcnn/false_negative": 0.08292958755067704, "mask_rcnn/false_positive": 0.15582349387561548, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.0, "time": 0.7873260714113712, "total_loss": 1.701781886164099} {"data_time": 0.016166288405656815, "eta_seconds": 123129.86442189105, "iteration": 112159, "loss_fcos_cls": 0.26487643201835454, "loss_fcos_ctr": 0.6202480886131525, "loss_fcos_loc": 0.2044988723937422, "loss_mask": 0.26577833481132984, "loss_maskiou": 0.006098246529290918, "loss_sem_seg": 0.27771214162930846, "lr": 0.01, "mask_rcnn/accuracy": 0.8723523500309214, "mask_rcnn/false_negative": 0.12679038568730555, "mask_rcnn/false_positive": 0.11616298323751517, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7861602297052741, "total_loss": 1.6484330185121507} {"data_time": 0.01655520871281624, "eta_seconds": 123118.83101822343, "iteration": 112179, "loss_fcos_cls": 0.2640805118717253, "loss_fcos_ctr": 0.6197956800460815, "loss_fcos_loc": 0.1998690606560558, "loss_mask": 0.27266680635511875, "loss_maskiou": 0.005808591915410943, "loss_sem_seg": 0.2785585126839578, "lr": 0.01, "mask_rcnn/accuracy": 0.8606186224489796, "mask_rcnn/false_negative": 0.08360286239988894, "mask_rcnn/false_positive": 0.1864373082114868, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7791237151250243, "total_loss": 1.649091223909636} {"data_time": 0.01707624550908804, "eta_seconds": 123048.29308590945, "iteration": 112199, "loss_fcos_cls": 0.25894938909914345, "loss_fcos_ctr": 0.6217123251408339, "loss_fcos_loc": 0.20670442818664014, "loss_mask": 0.28187760803848505, "loss_maskiou": 0.006552668026415631, "loss_sem_seg": 0.31199051439762115, "lr": 0.01, "mask_rcnn/accuracy": 0.8554142199686583, "mask_rcnn/false_negative": 0.10632675264114633, "mask_rcnn/false_positive": 0.145729662966682, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.7613240517675877, "total_loss": 1.6828548552948632} {"data_time": 0.016064872033894062, "eta_seconds": 123070.51488958951, "iteration": 112219, "loss_fcos_cls": 0.26188126229681075, "loss_fcos_ctr": 0.6197511916980147, "loss_fcos_loc": 0.2029723785817623, "loss_mask": 0.27788298297673464, "loss_maskiou": 0.00620698812417686, "loss_sem_seg": 0.2759854798205197, "lr": 0.01, "mask_rcnn/accuracy": 0.8751677059712775, "mask_rcnn/false_negative": 0.09377480754552336, "mask_rcnn/false_positive": 0.14138289182506253, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.8024053452536464, "total_loss": 1.6506528140598675} {"data_time": 0.0170119171962142, "eta_seconds": 123072.02400356065, "iteration": 112239, "loss_fcos_cls": 0.26215468463487923, "loss_fcos_ctr": 0.6223615324124694, "loss_fcos_loc": 0.20078830746933818, "loss_mask": 0.26588909327983856, "loss_maskiou": 0.006497348047560081, "loss_sem_seg": 0.28420629538595676, "lr": 0.01, "mask_rcnn/accuracy": 0.8919721579636292, "mask_rcnn/false_negative": 0.09401809863587318, "mask_rcnn/false_positive": 0.11417831121123698, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7856815876439214, "total_loss": 1.6786291598473326} {"data_time": 0.016326971352100372, "eta_seconds": 123022.27472075913, "iteration": 112259, "loss_fcos_cls": 0.26375132135581225, "loss_fcos_ctr": 0.6235113041475415, "loss_fcos_loc": 0.2099090125411749, "loss_mask": 0.2858832236379385, "loss_maskiou": 0.006267299089813605, "loss_sem_seg": 0.2778116010595113, "lr": 0.01, "mask_rcnn/accuracy": 0.878888393637749, "mask_rcnn/false_negative": 0.09586629666366389, "mask_rcnn/false_positive": 0.15433220616517457, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7741683954373002, "total_loss": 1.6596224096938386} {"data_time": 0.015561001375317574, "eta_seconds": 123023.71438196581, "iteration": 112279, "loss_fcos_cls": 0.2685239049606025, "loss_fcos_ctr": 0.6211786707863212, "loss_fcos_loc": 0.2092738951323554, "loss_mask": 0.2837844965979457, "loss_maskiou": 0.00624996077385731, "loss_sem_seg": 0.26172067131847143, "lr": 0.01, "mask_rcnn/accuracy": 0.8654339684532463, "mask_rcnn/false_negative": 0.08939865627299175, "mask_rcnn/false_positive": 0.16352931341507415, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7809171453118324, "total_loss": 1.6612543395385728} {"data_time": 0.01797328796237707, "eta_seconds": 122991.07870330755, "iteration": 112299, "loss_fcos_cls": 0.2608812067192048, "loss_fcos_ctr": 0.6235674601048231, "loss_fcos_loc": 0.20923272229265422, "loss_mask": 0.28191621927544475, "loss_maskiou": 0.006447949337598402, "loss_sem_seg": 0.2670564753934741, "lr": 0.01, "mask_rcnn/accuracy": 0.8805469488628946, "mask_rcnn/false_negative": 0.10225804310971512, "mask_rcnn/false_positive": 0.13835042681005552, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7676034206524491, "total_loss": 1.650741962454049} {"data_time": 0.016759885475039482, "eta_seconds": 122939.27098723501, "iteration": 112319, "loss_fcos_cls": 0.2736492052208632, "loss_fcos_ctr": 0.6227810401469469, "loss_fcos_loc": 0.20402638567611575, "loss_mask": 0.28185567166656256, "loss_maskiou": 0.005960473194136284, "loss_sem_seg": 0.319139925763011, "lr": 0.01, "mask_rcnn/accuracy": 0.8851599512572885, "mask_rcnn/false_negative": 0.12055726367260594, "mask_rcnn/false_positive": 0.13922421750998046, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 30.75, "time": 0.7732245959341526, "total_loss": 1.7027602121888776} {"data_time": 0.016282162629067898, "eta_seconds": 122899.72143314034, "iteration": 112339, "loss_fcos_cls": 0.26456846366636455, "loss_fcos_ctr": 0.6212162813171744, "loss_fcos_loc": 0.19560257985722274, "loss_mask": 0.27323146304115653, "loss_maskiou": 0.006098333353293128, "loss_sem_seg": 0.26516703981906176, "lr": 0.01, "mask_rcnn/accuracy": 0.8759302484730156, "mask_rcnn/false_negative": 0.11364631440480472, "mask_rcnn/false_positive": 0.1452479881591621, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7766259144991636, "total_loss": 1.6761784571281169} {"data_time": 0.01650930382311344, "eta_seconds": 122944.28467713017, "iteration": 112359, "loss_fcos_cls": 0.2609908333979547, "loss_fcos_ctr": 0.620539247058332, "loss_fcos_loc": 0.20099066360853612, "loss_mask": 0.26883024722337723, "loss_maskiou": 0.006516674286103807, "loss_sem_seg": 0.29663991543930024, "lr": 0.01, "mask_rcnn/accuracy": 0.8707458162959703, "mask_rcnn/false_negative": 0.0933715246377485, "mask_rcnn/false_positive": 0.1519820989489376, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.815993057563901, "total_loss": 1.686626041730051} {"data_time": 0.016349426470696926, "eta_seconds": 122935.54585809167, "iteration": 112379, "loss_fcos_cls": 0.2771067976136692, "loss_fcos_ctr": 0.6211859630420804, "loss_fcos_loc": 0.19454923295415938, "loss_mask": 0.2695358134806156, "loss_maskiou": 0.006620891741476953, "loss_sem_seg": 0.2798155022319406, "lr": 0.01, "mask_rcnn/accuracy": 0.8720638928972262, "mask_rcnn/false_negative": 0.11434316092927405, "mask_rcnn/false_positive": 0.1335709808226216, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.7831602804362774, "total_loss": 1.6457583561568754} {"data_time": 0.01588558405637741, "eta_seconds": 122930.18631507084, "iteration": 112399, "loss_fcos_cls": 0.2758342931047082, "loss_fcos_ctr": 0.621887472923845, "loss_fcos_loc": 0.21148726652609184, "loss_mask": 0.27686621621251106, "loss_maskiou": 0.0066856312623713166, "loss_sem_seg": 0.30036647990345955, "lr": 0.01, "mask_rcnn/accuracy": 0.890355180533752, "mask_rcnn/false_negative": 0.09181500235529735, "mask_rcnn/false_positive": 0.14992046166239148, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.77771588973701, "total_loss": 1.6833788579388056} {"data_time": 0.01626423094421625, "eta_seconds": 122874.75405275077, "iteration": 112419, "loss_fcos_cls": 0.2632620014483109, "loss_fcos_ctr": 0.6212246036157012, "loss_fcos_loc": 0.19488448090851307, "loss_mask": 0.2704454157501459, "loss_maskiou": 0.005990014979033731, "loss_sem_seg": 0.31082252925261855, "lr": 0.01, "mask_rcnn/accuracy": 0.8710871067176871, "mask_rcnn/false_negative": 0.12361894570198094, "mask_rcnn/false_positive": 0.16235334160575599, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.7671462139114738, "total_loss": 1.6900548879202688} {"data_time": 0.015196123160421848, "eta_seconds": 122845.7104915604, "iteration": 112439, "loss_fcos_cls": 0.25685694720596075, "loss_fcos_ctr": 0.6203598845750093, "loss_fcos_loc": 0.20346079755108804, "loss_mask": 0.2811350366100669, "loss_maskiou": 0.006335784753900953, "loss_sem_seg": 0.2951725763268769, "lr": 0.01, "mask_rcnn/accuracy": 0.8689953735731581, "mask_rcnn/false_negative": 0.09230834659876408, "mask_rcnn/false_positive": 0.15897947148585245, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7725355131551623, "total_loss": 1.6549083438439993} {"data_time": 0.01787971705198288, "eta_seconds": 122766.68189280946, "iteration": 112459, "loss_fcos_cls": 0.2739842515438795, "loss_fcos_ctr": 0.6196317747235298, "loss_fcos_loc": 0.19921958935447037, "loss_mask": 0.26957158651202917, "loss_maskiou": 0.005457699597172905, "loss_sem_seg": 0.2689876619260758, "lr": 0.01, "mask_rcnn/accuracy": 0.881954648742614, "mask_rcnn/false_negative": 0.09665724324854466, "mask_rcnn/false_positive": 0.15496145788578325, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7609127461910248, "total_loss": 1.6698082540096948} {"data_time": 0.016079199500381947, "eta_seconds": 122751.09653002862, "iteration": 112479, "loss_fcos_cls": 0.2598766911542043, "loss_fcos_ctr": 0.6230161180719733, "loss_fcos_loc": 0.20220811036415398, "loss_mask": 0.27530337776988745, "loss_maskiou": 0.005863466307346243, "loss_sem_seg": 0.2852181177586317, "lr": 0.01, "mask_rcnn/accuracy": 0.889975691363502, "mask_rcnn/false_negative": 0.0948293603031182, "mask_rcnn/false_positive": 0.1316578083881421, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7710784766823053, "total_loss": 1.6681714478036156} {"data_time": 0.014928700402379036, "eta_seconds": 122775.8946578037, "iteration": 112499, "loss_fcos_cls": 0.2713728442322463, "loss_fcos_ctr": 0.620682567358017, "loss_fcos_loc": 0.19716142176184803, "loss_mask": 0.28363577742129564, "loss_maskiou": 0.006407826433132868, "loss_sem_seg": 0.28292583604343235, "lr": 0.01, "mask_rcnn/accuracy": 0.8977933673469387, "mask_rcnn/false_negative": 0.10029590863435153, "mask_rcnn/false_positive": 0.13097278009564356, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.75, "time": 0.7714356854557991, "total_loss": 1.6645559198623232} {"data_time": 0.018695184029638767, "eta_seconds": 122699.2326068338, "iteration": 112519, "loss_fcos_cls": 0.2665863372385502, "loss_fcos_ctr": 0.622930396348238, "loss_fcos_loc": 0.20719974348321557, "loss_mask": 0.26596655044704676, "loss_maskiou": 0.006006689465721138, "loss_sem_seg": 0.26394899818114936, "lr": 0.01, "mask_rcnn/accuracy": 0.8779282573793177, "mask_rcnn/false_negative": 0.09058554475072808, "mask_rcnn/false_positive": 0.13617566400394826, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7716596825048327, "total_loss": 1.6428949818582623} {"data_time": 0.01628426555544138, "eta_seconds": 122617.78396583721, "iteration": 112539, "loss_fcos_cls": 0.26594663434661925, "loss_fcos_ctr": 0.6233159983530641, "loss_fcos_loc": 0.2072188996244222, "loss_mask": 0.276259976439178, "loss_maskiou": 0.006377615391102154, "loss_sem_seg": 0.2870471712667495, "lr": 0.01, "mask_rcnn/accuracy": 0.8827650128338372, "mask_rcnn/false_negative": 0.1023861622512057, "mask_rcnn/false_positive": 0.14256323697126702, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7778523666784167, "total_loss": 1.6598660465242574} {"data_time": 0.01577958930283785, "eta_seconds": 122602.20959707722, "iteration": 112559, "loss_fcos_cls": 0.2665796761866659, "loss_fcos_ctr": 0.6218272782862186, "loss_fcos_loc": 0.20537697081454098, "loss_mask": 0.2758716894313693, "loss_maskiou": 0.0062300270510604605, "loss_sem_seg": 0.27909979736432433, "lr": 0.01, "mask_rcnn/accuracy": 0.8739636479591837, "mask_rcnn/false_negative": 0.10735575995656546, "mask_rcnn/false_positive": 0.1294267510501933, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7854988630861044, "total_loss": 1.6557942172512412} {"data_time": 0.014972235076129436, "eta_seconds": 122525.8666676879, "iteration": 112579, "loss_fcos_cls": 0.27446649433113635, "loss_fcos_ctr": 0.6202987749129534, "loss_fcos_loc": 0.20085996529087424, "loss_mask": 0.2669759653508663, "loss_maskiou": 0.005847287131473422, "loss_sem_seg": 0.2938626103568822, "lr": 0.01, "mask_rcnn/accuracy": 0.8791458393702309, "mask_rcnn/false_negative": 0.11012083693304917, "mask_rcnn/false_positive": 0.1449903888520217, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.773874444887042, "total_loss": 1.6951589842356043} {"data_time": 0.0163734070956707, "eta_seconds": 122537.95648359507, "iteration": 112599, "loss_fcos_cls": 0.26250692340545356, "loss_fcos_ctr": 0.621661638841033, "loss_fcos_loc": 0.20733858831226826, "loss_mask": 0.28752322774380445, "loss_maskiou": 0.006969955764361657, "loss_sem_seg": 0.3009535698220134, "lr": 0.01, "mask_rcnn/accuracy": 0.8552919209535579, "mask_rcnn/false_negative": 0.13639551309995, "mask_rcnn/false_positive": 0.158558037273846, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7880836203694344, "total_loss": 1.6742985280870926} {"data_time": 0.017227928154170513, "eta_seconds": 122477.2016905183, "iteration": 112619, "loss_fcos_cls": 0.26584383891895413, "loss_fcos_ctr": 0.6210588701069355, "loss_fcos_loc": 0.19964790111407638, "loss_mask": 0.27761109080165625, "loss_maskiou": 0.006352907163091004, "loss_sem_seg": 0.28316981228999794, "lr": 0.01, "mask_rcnn/accuracy": 0.8728696478591437, "mask_rcnn/false_negative": 0.09946623865088564, "mask_rcnn/false_positive": 0.13751897908431443, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.5, "time": 0.7758567715063691, "total_loss": 1.6643630895705428} {"data_time": 0.015661822631955147, "eta_seconds": 122532.38438344654, "iteration": 112639, "loss_fcos_cls": 0.260460912482813, "loss_fcos_ctr": 0.6216246457770467, "loss_fcos_loc": 0.20040090137626976, "loss_mask": 0.27144257724285126, "loss_maskiou": 0.0055820827328716405, "loss_sem_seg": 0.29062036937102675, "lr": 0.01, "mask_rcnn/accuracy": 0.8659347667638484, "mask_rcnn/false_negative": 0.10457095256597337, "mask_rcnn/false_positive": 0.16733871419125368, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7993661863729358, "total_loss": 1.663148545409058} {"data_time": 0.016015770845115185, "eta_seconds": 122566.75603759568, "iteration": 112659, "loss_fcos_cls": 0.2562283705919981, "loss_fcos_ctr": 0.6182963149622083, "loss_fcos_loc": 0.19690386089496315, "loss_mask": 0.28193622175604105, "loss_maskiou": 0.005816959077492356, "loss_sem_seg": 0.3158156930003315, "lr": 0.01, "mask_rcnn/accuracy": 0.8846559777757257, "mask_rcnn/false_negative": 0.09593488225152506, "mask_rcnn/false_positive": 0.1481968647086878, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7917720386758447, "total_loss": 1.670832372547011} {"data_time": 0.014797027222812176, "eta_seconds": 122475.67583405226, "iteration": 112679, "loss_fcos_cls": 0.2642041102517396, "loss_fcos_ctr": 0.6234841775149107, "loss_fcos_loc": 0.2125650102389045, "loss_mask": 0.2798506235703826, "loss_maskiou": 0.005741756234783679, "loss_sem_seg": 0.3245420563034713, "lr": 0.01, "mask_rcnn/accuracy": 0.8844270466807412, "mask_rcnn/false_negative": 0.10394292821150616, "mask_rcnn/false_positive": 0.14985155984667894, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.7642126241698861, "total_loss": 1.7078215975489002} {"data_time": 0.017113775946199894, "eta_seconds": 122515.25307536684, "iteration": 112699, "loss_fcos_cls": 0.2621732773259282, "loss_fcos_ctr": 0.6218504272401333, "loss_fcos_loc": 0.2022194368764758, "loss_mask": 0.2804805883206427, "loss_maskiou": 0.007041900433250703, "loss_sem_seg": 0.2908864710479975, "lr": 0.01, "mask_rcnn/accuracy": 0.8967267252813075, "mask_rcnn/false_negative": 0.09440364161192494, "mask_rcnn/false_positive": 0.1291684718528861, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7945030834525824, "total_loss": 1.6446192787698237} {"data_time": 0.016353929415345192, "eta_seconds": 122422.11186509952, "iteration": 112719, "loss_fcos_cls": 0.26305088703520596, "loss_fcos_ctr": 0.6195860356092453, "loss_fcos_loc": 0.19731074094306678, "loss_mask": 0.2822135640308261, "loss_maskiou": 0.006310200318694115, "loss_sem_seg": 0.2897859509103, "lr": 0.01, "mask_rcnn/accuracy": 0.8801839591768912, "mask_rcnn/false_negative": 0.09243276726124613, "mask_rcnn/false_positive": 0.12494557830513053, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7894363878294826, "total_loss": 1.6567986157751875} {"data_time": 0.015192917548120022, "eta_seconds": 122365.7364967987, "iteration": 112739, "loss_fcos_cls": 0.25439394847489893, "loss_fcos_ctr": 0.6216912269592285, "loss_fcos_loc": 0.1988738871878013, "loss_mask": 0.2718813205137849, "loss_maskiou": 0.006646384485065937, "loss_sem_seg": 0.27676897950004786, "lr": 0.01, "mask_rcnn/accuracy": 0.879551276802951, "mask_rcnn/false_negative": 0.10890623890479559, "mask_rcnn/false_positive": 0.13738544807451897, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7651256751269102, "total_loss": 1.6624758850666694} {"data_time": 0.016980404034256935, "eta_seconds": 122354.57071374822, "iteration": 112759, "loss_fcos_cls": 0.26851871819235384, "loss_fcos_ctr": 0.6250948598608375, "loss_fcos_loc": 0.2077911646629218, "loss_mask": 0.2858512829989195, "loss_maskiou": 0.006576210784260184, "loss_sem_seg": 0.2894457564689219, "lr": 0.01, "mask_rcnn/accuracy": 0.8671929298035004, "mask_rcnn/false_negative": 0.10515172840804102, "mask_rcnn/false_positive": 0.15764567559604226, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7860195683315396, "total_loss": 1.6700296573835658} {"data_time": 0.014923366717994213, "eta_seconds": 122359.62431110069, "iteration": 112779, "loss_fcos_cls": 0.27167438878677785, "loss_fcos_ctr": 0.6226261397823691, "loss_fcos_loc": 0.21112897247076035, "loss_mask": 0.2833241242915392, "loss_maskiou": 0.005807071487652138, "loss_sem_seg": 0.2705822829157114, "lr": 0.01, "mask_rcnn/accuracy": 0.8594287912373688, "mask_rcnn/false_negative": 0.10523421595734206, "mask_rcnn/false_positive": 0.17042955471207402, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.783578303642571, "total_loss": 1.6429094298000564} {"data_time": 0.015155959874391556, "eta_seconds": 122331.01960753277, "iteration": 112799, "loss_fcos_cls": 0.2657622254919261, "loss_fcos_ctr": 0.626652056351304, "loss_fcos_loc": 0.21887118206359446, "loss_mask": 0.2817477900534868, "loss_maskiou": 0.00606559676816687, "loss_sem_seg": 0.2874546474777162, "lr": 0.01, "mask_rcnn/accuracy": 0.8847418023017124, "mask_rcnn/false_negative": 0.09179912761162305, "mask_rcnn/false_positive": 0.1320816853310567, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.25, "time": 0.7684788415208459, "total_loss": 1.7077422146248864} {"data_time": 0.017599905841052532, "eta_seconds": 122307.8826728249, "iteration": 112819, "loss_fcos_cls": 0.268772886833176, "loss_fcos_ctr": 0.6222785227000713, "loss_fcos_loc": 0.20433603634592146, "loss_mask": 0.2770615965127945, "loss_maskiou": 0.006348240523948334, "loss_sem_seg": 0.3052681765984744, "lr": 0.01, "mask_rcnn/accuracy": 0.8682139314058956, "mask_rcnn/false_negative": 0.0822979743142934, "mask_rcnn/false_positive": 0.1666202277695702, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7737025171518326, "total_loss": 1.6703957316894957} {"data_time": 0.01679213996976614, "eta_seconds": 122278.39077471849, "iteration": 112839, "loss_fcos_cls": 0.2589027008507401, "loss_fcos_ctr": 0.621302711777389, "loss_fcos_loc": 0.2035964580718428, "loss_mask": 0.27529644034802914, "loss_maskiou": 0.005985455580230337, "loss_sem_seg": 0.27308588940650225, "lr": 0.01, "mask_rcnn/accuracy": 0.8702960770145529, "mask_rcnn/false_negative": 0.1093377486964813, "mask_rcnn/false_positive": 0.1422605925835393, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7680791290476918, "total_loss": 1.639158279678668} {"data_time": 0.017144016921520233, "eta_seconds": 122262.8298670156, "iteration": 112859, "loss_fcos_cls": 0.2653659575153142, "loss_fcos_ctr": 0.6222186218947172, "loss_fcos_loc": 0.20668019214645028, "loss_mask": 0.2788202250376344, "loss_maskiou": 0.006227983016287908, "loss_sem_seg": 0.3032109090127051, "lr": 0.01, "mask_rcnn/accuracy": 0.8864095638255303, "mask_rcnn/false_negative": 0.0966259391832158, "mask_rcnn/false_positive": 0.12885036922986498, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7721646782010794, "total_loss": 1.6871509009797592} {"data_time": 0.01671652030199766, "eta_seconds": 122268.7650317438, "iteration": 112879, "loss_fcos_cls": 0.27193482173606753, "loss_fcos_ctr": 0.6233825730159879, "loss_fcos_loc": 0.21118162188213319, "loss_mask": 0.28424422163516283, "loss_maskiou": 0.006589561671717092, "loss_sem_seg": 0.28196952084545046, "lr": 0.01, "mask_rcnn/accuracy": 0.8771236359126984, "mask_rcnn/false_negative": 0.1106955006991946, "mask_rcnn/false_positive": 0.1282353796394422, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7907778862863779, "total_loss": 1.6796741202269914} {"data_time": 0.01778570655733347, "eta_seconds": 122259.29980608914, "iteration": 112899, "loss_fcos_cls": 0.26045730616897345, "loss_fcos_ctr": 0.6221196334809065, "loss_fcos_loc": 0.1975313515868038, "loss_mask": 0.27628201246261597, "loss_maskiou": 0.006040041196683887, "loss_sem_seg": 0.28260692534968257, "lr": 0.01, "mask_rcnn/accuracy": 0.876444175760582, "mask_rcnn/false_negative": 0.08387404016666436, "mask_rcnn/false_positive": 0.16996761000964955, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7771851029247046, "total_loss": 1.6594727648189291} {"data_time": 0.015054777264595032, "eta_seconds": 122253.54111842904, "iteration": 112919, "loss_fcos_cls": 0.2659001622814685, "loss_fcos_ctr": 0.6211225660517812, "loss_fcos_loc": 0.20349798304960132, "loss_mask": 0.2697663540020585, "loss_maskiou": 0.005833701310621109, "loss_sem_seg": 0.26067504612728953, "lr": 0.01, "mask_rcnn/accuracy": 0.8781685293164885, "mask_rcnn/false_negative": 0.09503290155767644, "mask_rcnn/false_positive": 0.13747147235906557, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.77782201487571, "total_loss": 1.6492032256210223} {"data_time": 0.01656393613666296, "eta_seconds": 122298.7832032619, "iteration": 112939, "loss_fcos_cls": 0.25415826911921613, "loss_fcos_ctr": 0.6211376888677478, "loss_fcos_loc": 0.2000944211613387, "loss_mask": 0.27776382490992546, "loss_maskiou": 0.006198629198479466, "loss_sem_seg": 0.3193968039704487, "lr": 0.01, "mask_rcnn/accuracy": 0.8753376731790277, "mask_rcnn/false_negative": 0.0917301641093385, "mask_rcnn/false_positive": 0.14419542343348812, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.25, "time": 0.7858091155067086, "total_loss": 1.6480031633982435} {"data_time": 0.015570256859064102, "eta_seconds": 122267.73036687914, "iteration": 112959, "loss_fcos_cls": 0.2788005586480722, "loss_fcos_ctr": 0.6196156186051667, "loss_fcos_loc": 0.2042924901470542, "loss_mask": 0.2663801545277238, "loss_maskiou": 0.0061841175047447905, "loss_sem_seg": 0.3092559592332691, "lr": 0.01, "mask_rcnn/accuracy": 0.8901802497314715, "mask_rcnn/false_negative": 0.07961862435679985, "mask_rcnn/false_positive": 0.14169133270816808, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7600800897926092, "total_loss": 1.7101377615472302} {"data_time": 0.015833542682230473, "eta_seconds": 122252.1589262532, "iteration": 112979, "loss_fcos_cls": 0.2622596570290625, "loss_fcos_ctr": 0.6214186837896705, "loss_fcos_loc": 0.20146689121611416, "loss_mask": 0.2811717577278614, "loss_maskiou": 0.006612146033148747, "loss_sem_seg": 0.3015063079074025, "lr": 0.01, "mask_rcnn/accuracy": 0.8741147293320409, "mask_rcnn/false_negative": 0.09133939530667068, "mask_rcnn/false_positive": 0.15735050567049327, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7845641858875751, "total_loss": 1.6793786259077024} {"data_time": 0.01654682122170925, "eta_seconds": 122236.58748562727, "iteration": 112999, "loss_fcos_cls": 0.26918896986171603, "loss_fcos_ctr": 0.6194255016744137, "loss_fcos_loc": 0.19976225402206182, "loss_mask": 0.28635941352695227, "loss_maskiou": 0.005823607731144875, "loss_sem_seg": 0.2686242025811225, "lr": 0.01, "mask_rcnn/accuracy": 0.8856622134916685, "mask_rcnn/false_negative": 0.10210224948096053, "mask_rcnn/false_positive": 0.12385597714113844, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.788333211094141, "total_loss": 1.647403070324799} {"data_time": 0.01709529012441635, "eta_seconds": 122253.03880464938, "iteration": 113019, "loss_fcos_cls": 0.2732103685848415, "loss_fcos_ctr": 0.6221448006108403, "loss_fcos_loc": 0.2057578710373491, "loss_mask": 0.2764157550409436, "loss_maskiou": 0.006396962598955724, "loss_sem_seg": 0.27533368044532835, "lr": 0.01, "mask_rcnn/accuracy": 0.8762102852504638, "mask_rcnn/false_negative": 0.09807946863561534, "mask_rcnn/false_positive": 0.15371168438414562, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.783682624809444, "total_loss": 1.6687608584034024} {"data_time": 0.018017470836639404, "eta_seconds": 122383.24597036466, "iteration": 113039, "loss_fcos_cls": 0.28030263422988355, "loss_fcos_ctr": 0.6244342057034373, "loss_fcos_loc": 0.2144043513108045, "loss_mask": 0.2838434614241123, "loss_maskiou": 0.007136852887924761, "loss_sem_seg": 0.30905512324534357, "lr": 0.01, "mask_rcnn/accuracy": 0.8891950402610024, "mask_rcnn/false_negative": 0.11663665355890124, "mask_rcnn/false_positive": 0.10900669357399584, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.0, "time": 0.7916973428800702, "total_loss": 1.7436101594212232} {"data_time": 0.016910024918615818, "eta_seconds": 122367.65187425539, "iteration": 113059, "loss_fcos_cls": 0.26418163994094357, "loss_fcos_ctr": 0.6203518211841583, "loss_fcos_loc": 0.19459512922912836, "loss_mask": 0.2742478037253022, "loss_maskiou": 0.006121164697105996, "loss_sem_seg": 0.29089388716965914, "lr": 0.01, "mask_rcnn/accuracy": 0.8807360781587785, "mask_rcnn/false_negative": 0.08976094451922023, "mask_rcnn/false_positive": 0.14655480284906186, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7739294664934278, "total_loss": 1.6816863766071037} {"data_time": 0.016120919957756996, "eta_seconds": 122374.94788535591, "iteration": 113079, "loss_fcos_cls": 0.26241612690500915, "loss_fcos_ctr": 0.6223824201151729, "loss_fcos_loc": 0.20404133782722056, "loss_mask": 0.28524519596248865, "loss_maskiou": 0.0063467975887760986, "loss_sem_seg": 0.30984531389549375, "lr": 0.01, "mask_rcnn/accuracy": 0.8940084232440504, "mask_rcnn/false_negative": 0.09373536304656777, "mask_rcnn/false_positive": 0.1273001088562119, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7818569270893931, "total_loss": 1.6696054940548493} {"data_time": 0.017906228080391884, "eta_seconds": 122320.74336072337, "iteration": 113099, "loss_fcos_cls": 0.26543333008885384, "loss_fcos_ctr": 0.6211324781179428, "loss_fcos_loc": 0.20554032758809626, "loss_mask": 0.28060752525925636, "loss_maskiou": 0.006455549082602374, "loss_sem_seg": 0.30126893194392323, "lr": 0.01, "mask_rcnn/accuracy": 0.8779605592236894, "mask_rcnn/false_negative": 0.10386815115080729, "mask_rcnn/false_positive": 0.1300392267885498, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7801893260329962, "total_loss": 1.6955405129192513} {"data_time": 0.01757550612092018, "eta_seconds": 122337.7645015847, "iteration": 113119, "loss_fcos_cls": 0.2732748396228999, "loss_fcos_ctr": 0.6230492759495974, "loss_fcos_loc": 0.20520191453397274, "loss_mask": 0.28097105491906404, "loss_maskiou": 0.0063343046022055205, "loss_sem_seg": 0.30299132596701384, "lr": 0.01, "mask_rcnn/accuracy": 0.8685428498322406, "mask_rcnn/false_negative": 0.1087970406808997, "mask_rcnn/false_positive": 0.15468286141284726, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.783602804876864, "total_loss": 1.6928994512854842} {"data_time": 0.016494574025273323, "eta_seconds": 122328.72571222577, "iteration": 113139, "loss_fcos_cls": 0.26209658570587635, "loss_fcos_ctr": 0.6212782142683864, "loss_fcos_loc": 0.20824261044617742, "loss_mask": 0.28438460268080235, "loss_maskiou": 0.006401341954187956, "loss_sem_seg": 0.31013257429003716, "lr": 0.01, "mask_rcnn/accuracy": 0.857919879998204, "mask_rcnn/false_negative": 0.12845769233011778, "mask_rcnn/false_positive": 0.15382585947915173, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.0, "time": 0.7826459985226393, "total_loss": 1.6860774096276145} {"data_time": 0.016905605792999268, "eta_seconds": 122144.01016148459, "iteration": 113159, "loss_fcos_cls": 0.26018477603793144, "loss_fcos_ctr": 0.6230725338682532, "loss_fcos_loc": 0.19894900784129277, "loss_mask": 0.26660340186208487, "loss_maskiou": 0.005756040696724085, "loss_sem_seg": 0.3172709755599499, "lr": 0.01, "mask_rcnn/accuracy": 0.8882825208887903, "mask_rcnn/false_negative": 0.09105038251884587, "mask_rcnn/false_positive": 0.1551090246793, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 24.75, "time": 0.7673569833859801, "total_loss": 1.673139713551791} {"data_time": 0.016074389219284058, "eta_seconds": 122150.61291404068, "iteration": 113179, "loss_fcos_cls": 0.2629205168777844, "loss_fcos_ctr": 0.6221819669008255, "loss_fcos_loc": 0.20247050258331, "loss_mask": 0.27398070227354765, "loss_maskiou": 0.005657259083818644, "loss_sem_seg": 0.30556795373559, "lr": 0.01, "mask_rcnn/accuracy": 0.8613985366874022, "mask_rcnn/false_negative": 0.09886310840330065, "mask_rcnn/false_positive": 0.14729429321645543, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7841500760987401, "total_loss": 1.6940596239219303} {"data_time": 0.016142412088811398, "eta_seconds": 122223.6780763166, "iteration": 113199, "loss_fcos_cls": 0.2689356852788478, "loss_fcos_ctr": 0.6214639493264258, "loss_fcos_loc": 0.2038925038650632, "loss_mask": 0.2654046444222331, "loss_maskiou": 0.005910880543524399, "loss_sem_seg": 0.2981455377303064, "lr": 0.01, "mask_rcnn/accuracy": 0.8847476311953353, "mask_rcnn/false_negative": 0.09558451385262967, "mask_rcnn/false_positive": 0.14309821572095888, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.75, "time": 0.798898003064096, "total_loss": 1.6849638518142456} {"data_time": 0.015588783659040928, "eta_seconds": 122119.45621617138, "iteration": 113219, "loss_fcos_cls": 0.2771632676012814, "loss_fcos_ctr": 0.6226196764037013, "loss_fcos_loc": 0.20723489485681057, "loss_mask": 0.2829511193558574, "loss_maskiou": 0.006669051464996301, "loss_sem_seg": 0.312688723905012, "lr": 0.01, "mask_rcnn/accuracy": 0.8841680109429679, "mask_rcnn/false_negative": 0.11738004784282141, "mask_rcnn/false_positive": 0.14287193618814487, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.0, "time": 0.7762076314538717, "total_loss": 1.7194230735913152} {"data_time": 0.01663973554968834, "eta_seconds": 122192.4987654509, "iteration": 113239, "loss_fcos_cls": 0.27751454315148294, "loss_fcos_ctr": 0.6228535543195903, "loss_fcos_loc": 0.20262194832321256, "loss_mask": 0.27839300129562616, "loss_maskiou": 0.006458705152908806, "loss_sem_seg": 0.3259772574529052, "lr": 0.01, "mask_rcnn/accuracy": 0.8804585576326285, "mask_rcnn/false_negative": 0.10202050952575673, "mask_rcnn/false_positive": 0.14919671087217762, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 35.25, "time": 0.7882812665775418, "total_loss": 1.7274814553602482} {"data_time": 0.017868105322122574, "eta_seconds": 122210.85154990945, "iteration": 113259, "loss_fcos_cls": 0.2800142152700573, "loss_fcos_ctr": 0.6212694002315402, "loss_fcos_loc": 0.21009451226564124, "loss_mask": 0.29105453658849, "loss_maskiou": 0.006750483909854665, "loss_sem_seg": 0.2970067881979048, "lr": 0.01, "mask_rcnn/accuracy": 0.8846799347269272, "mask_rcnn/false_negative": 0.09128782353232297, "mask_rcnn/false_positive": 0.13647683551245599, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.5, "time": 0.7790455995127559, "total_loss": 1.725258047285024} {"data_time": 0.015900987200438976, "eta_seconds": 122119.48999101948, "iteration": 113279, "loss_fcos_cls": 0.26276873401366174, "loss_fcos_ctr": 0.6223044563084841, "loss_fcos_loc": 0.20067164860665798, "loss_mask": 0.27581493090838194, "loss_maskiou": 0.00617590596084483, "loss_sem_seg": 0.28387969988398254, "lr": 0.01, "mask_rcnn/accuracy": 0.8822351142322352, "mask_rcnn/false_negative": 0.09461364289610379, "mask_rcnn/false_positive": 0.1404272397745756, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.778330447152257, "total_loss": 1.6701504772354383} {"data_time": 0.01779322139918804, "eta_seconds": 122145.72979915235, "iteration": 113299, "loss_fcos_cls": 0.2740742939058691, "loss_fcos_ctr": 0.6232521282508969, "loss_fcos_loc": 0.20339191891252995, "loss_mask": 0.2772524878382683, "loss_maskiou": 0.006396660006430466, "loss_sem_seg": 0.3066658559255302, "lr": 0.01, "mask_rcnn/accuracy": 0.8658053935860058, "mask_rcnn/false_negative": 0.11322502143668868, "mask_rcnn/false_positive": 0.17900009874394887, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.75, "time": 0.7910413248464465, "total_loss": 1.6898362843858195} {"data_time": 0.0156997786834836, "eta_seconds": 122164.0695905434, "iteration": 113319, "loss_fcos_cls": 0.2707072123885155, "loss_fcos_ctr": 0.618821338750422, "loss_fcos_loc": 0.19917979184538126, "loss_mask": 0.2744229785166681, "loss_maskiou": 0.005869022112165112, "loss_sem_seg": 0.28197293845005333, "lr": 0.01, "mask_rcnn/accuracy": 0.8896423847316705, "mask_rcnn/false_negative": 0.09165506527387919, "mask_rcnn/false_positive": 0.11133335645755346, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7790454374626279, "total_loss": 1.6455287235294236} {"data_time": 0.015897296369075775, "eta_seconds": 122148.47560408805, "iteration": 113339, "loss_fcos_cls": 0.26144882943481207, "loss_fcos_ctr": 0.6228606030344963, "loss_fcos_loc": 0.2091534801875241, "loss_mask": 0.28197475243359804, "loss_maskiou": 0.007002621656283736, "loss_sem_seg": 0.2895609447732568, "lr": 0.01, "mask_rcnn/accuracy": 0.8952917860692664, "mask_rcnn/false_negative": 0.08767881562129219, "mask_rcnn/false_positive": 0.1335571255561287, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.77439109608531, "total_loss": 1.7028410172642907} {"data_time": 0.01691535674035549, "eta_seconds": 122031.81031248532, "iteration": 113359, "loss_fcos_cls": 0.25888497079722583, "loss_fcos_ctr": 0.6225714730098844, "loss_fcos_loc": 0.20941137825138867, "loss_mask": 0.28363028541207314, "loss_maskiou": 0.007043254321615677, "loss_sem_seg": 0.3017885102890432, "lr": 0.01, "mask_rcnn/accuracy": 0.8730844969566773, "mask_rcnn/false_negative": 0.08545781991763865, "mask_rcnn/false_positive": 0.16377690614285648, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7811271296814084, "total_loss": 1.6731910526723368} {"data_time": 0.01560652069747448, "eta_seconds": 122016.22923086397, "iteration": 113379, "loss_fcos_cls": 0.2588407280854881, "loss_fcos_ctr": 0.6207642280496657, "loss_fcos_loc": 0.20406554220244288, "loss_mask": 0.28938129637390375, "loss_maskiou": 0.006960302009247243, "loss_sem_seg": 0.3245683959685266, "lr": 0.01, "mask_rcnn/accuracy": 0.8889901831268222, "mask_rcnn/false_negative": 0.10311962466538846, "mask_rcnn/false_positive": 0.12200567131402387, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7895341431722045, "total_loss": 1.6933746401991812} {"data_time": 0.01669310685247183, "eta_seconds": 122101.69364472199, "iteration": 113399, "loss_fcos_cls": 0.268882202799432, "loss_fcos_ctr": 0.6198454443365335, "loss_fcos_loc": 0.20528865861706436, "loss_mask": 0.28734330041334033, "loss_maskiou": 0.006896379636600614, "loss_sem_seg": 0.31065703462809324, "lr": 0.01, "mask_rcnn/accuracy": 0.8684269074008915, "mask_rcnn/false_negative": 0.0915121212038594, "mask_rcnn/false_positive": 0.15091017143427288, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.8044342482462525, "total_loss": 1.6965448891132837} {"data_time": 0.01679722312837839, "eta_seconds": 122151.11083457433, "iteration": 113419, "loss_fcos_cls": 0.2812244917731732, "loss_fcos_ctr": 0.62587936129421, "loss_fcos_loc": 0.21445562283042818, "loss_mask": 0.2822093814611435, "loss_maskiou": 0.006392239636625163, "loss_sem_seg": 0.29193287855014205, "lr": 0.01, "mask_rcnn/accuracy": 0.8849838336497389, "mask_rcnn/false_negative": 0.10678287517281557, "mask_rcnn/false_positive": 0.1154611385447967, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.5, "time": 0.7927203392609954, "total_loss": 1.7051634842646308} {"data_time": 0.017704270780086517, "eta_seconds": 122162.90047586337, "iteration": 113439, "loss_fcos_cls": 0.2570713290479034, "loss_fcos_ctr": 0.6213820134289563, "loss_fcos_loc": 0.19802408758550882, "loss_mask": 0.2630511736497283, "loss_maskiou": 0.005770714502432384, "loss_sem_seg": 0.28781543066725135, "lr": 0.01, "mask_rcnn/accuracy": 0.882968651378077, "mask_rcnn/false_negative": 0.09978443895033631, "mask_rcnn/false_positive": 0.14533838893642156, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7875729519873857, "total_loss": 1.638459767200402} {"data_time": 0.01438674982637167, "eta_seconds": 122152.85366543941, "iteration": 113459, "loss_fcos_cls": 0.28361379262059927, "loss_fcos_ctr": 0.6223510690033436, "loss_fcos_loc": 0.21520975814200938, "loss_mask": 0.2858260050415993, "loss_maskiou": 0.006286847259616479, "loss_sem_seg": 0.29577913181856275, "lr": 0.01, "mask_rcnn/accuracy": 0.8570855716777892, "mask_rcnn/false_negative": 0.10886111868785645, "mask_rcnn/false_positive": 0.1656093605461986, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7635564440861344, "total_loss": 1.706943287354079} {"data_time": 0.016422254033386707, "eta_seconds": 122143.16971764248, "iteration": 113479, "loss_fcos_cls": 0.2693248693831265, "loss_fcos_ctr": 0.6228301944211125, "loss_fcos_loc": 0.21051992883440107, "loss_mask": 0.28020214196294546, "loss_maskiou": 0.006366729947330896, "loss_sem_seg": 0.3093281062319875, "lr": 0.01, "mask_rcnn/accuracy": 0.9003900117739403, "mask_rcnn/false_negative": 0.07345572536425377, "mask_rcnn/false_positive": 0.13396575763956992, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.7680251346901059, "total_loss": 1.6785188708308851} {"data_time": 0.015611275099217892, "eta_seconds": 122193.11439706944, "iteration": 113499, "loss_fcos_cls": 0.2830555528635159, "loss_fcos_ctr": 0.6232173684984446, "loss_fcos_loc": 0.20834548922721297, "loss_mask": 0.27424244629219174, "loss_maskiou": 0.006483039571321569, "loss_sem_seg": 0.2889605928212404, "lr": 0.01, "mask_rcnn/accuracy": 0.8766199762469207, "mask_rcnn/false_negative": 0.10538294418809911, "mask_rcnn/false_positive": 0.12667816617813815, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7849355824291706, "total_loss": 1.6777563338982873} {"data_time": 0.015672819688916206, "eta_seconds": 122226.14166249335, "iteration": 113519, "loss_fcos_cls": 0.27764541713986546, "loss_fcos_ctr": 0.6227782694622874, "loss_fcos_loc": 0.21124625101219863, "loss_mask": 0.2717952812090516, "loss_maskiou": 0.006472577111708233, "loss_sem_seg": 0.29275869857519865, "lr": 0.01, "mask_rcnn/accuracy": 0.8826534801112563, "mask_rcnn/false_negative": 0.11544075861862946, "mask_rcnn/false_positive": 0.11928665978576622, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 23.75, "time": 0.7844886090606451, "total_loss": 1.6801510271034203} {"data_time": 0.015650073997676373, "eta_seconds": 122215.05069447868, "iteration": 113539, "loss_fcos_cls": 0.2627448379644193, "loss_fcos_ctr": 0.6192713337950408, "loss_fcos_loc": 0.2012214206624776, "loss_mask": 0.28963535325601697, "loss_maskiou": 0.006145329636638053, "loss_sem_seg": 0.2930427100509405, "lr": 0.01, "mask_rcnn/accuracy": 0.85671933246983, "mask_rcnn/false_negative": 0.1033375775769006, "mask_rcnn/false_positive": 0.19311975291497074, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7812007321044803, "total_loss": 1.663551374542294} {"data_time": 0.018521572463214397, "eta_seconds": 122187.41962350905, "iteration": 113559, "loss_fcos_cls": 0.2629840837325901, "loss_fcos_ctr": 0.6229935684241354, "loss_fcos_loc": 0.2087895085569471, "loss_mask": 0.2789017679169774, "loss_maskiou": 0.0054429843366960995, "loss_sem_seg": 0.2889406965114176, "lr": 0.01, "mask_rcnn/accuracy": 0.8536530936397575, "mask_rcnn/false_negative": 0.12253034410312483, "mask_rcnn/false_positive": 0.1658002282607666, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.5, "time": 0.775831219740212, "total_loss": 1.6718162312408822} {"data_time": 0.015914677642285824, "eta_seconds": 122179.27611012757, "iteration": 113579, "loss_fcos_cls": 0.2684522336348891, "loss_fcos_ctr": 0.6230427222326398, "loss_fcos_loc": 0.20532455062493682, "loss_mask": 0.28396068792790174, "loss_maskiou": 0.006914080891874619, "loss_sem_seg": 0.29864249005913734, "lr": 0.01, "mask_rcnn/accuracy": 0.8758182051890524, "mask_rcnn/false_negative": 0.0841273397417383, "mask_rcnn/false_positive": 0.1651220167037617, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7778416760265827, "total_loss": 1.689539179613348} {"data_time": 0.014845689758658409, "eta_seconds": 122115.0362286251, "iteration": 113599, "loss_fcos_cls": 0.2791306076105684, "loss_fcos_ctr": 0.6220180466771126, "loss_fcos_loc": 0.20250572077929974, "loss_mask": 0.27082911040633917, "loss_maskiou": 0.005795155135274399, "loss_sem_seg": 0.3019601125270128, "lr": 0.01, "mask_rcnn/accuracy": 0.8741510232127665, "mask_rcnn/false_negative": 0.0905832970068768, "mask_rcnn/false_positive": 0.15562643093179512, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7769411355257034, "total_loss": 1.6826511819963343} {"data_time": 0.01654285565018654, "eta_seconds": 122140.55693931878, "iteration": 113619, "loss_fcos_cls": 0.2868690160103142, "loss_fcos_ctr": 0.6257654284127057, "loss_fcos_loc": 0.21798270312137902, "loss_mask": 0.2992228949442506, "loss_maskiou": 0.006836269472842105, "loss_sem_seg": 0.30897146847564727, "lr": 0.01, "mask_rcnn/accuracy": 0.8704531389623519, "mask_rcnn/false_negative": 0.11591000165211274, "mask_rcnn/false_positive": 0.1468853906432675, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7865836666896939, "total_loss": 1.745175563635712} {"data_time": 0.018820197321474552, "eta_seconds": 122090.85265478771, "iteration": 113639, "loss_fcos_cls": 0.2671354147605598, "loss_fcos_ctr": 0.6243204232305288, "loss_fcos_loc": 0.2053272258490324, "loss_mask": 0.2763693816959858, "loss_maskiou": 0.006219169241376221, "loss_sem_seg": 0.2818561652675271, "lr": 0.01, "mask_rcnn/accuracy": 0.8758098340687626, "mask_rcnn/false_negative": 0.1001490501672411, "mask_rcnn/false_positive": 0.1402647975913301, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.5, "time": 0.7769223675131798, "total_loss": 1.6721595202179742} {"data_time": 0.018763245083391666, "eta_seconds": 122040.97290047351, "iteration": 113659, "loss_fcos_cls": 0.27279496379196644, "loss_fcos_ctr": 0.6248982902616262, "loss_fcos_loc": 0.2083049206994474, "loss_mask": 0.2768724523484707, "loss_maskiou": 0.00618350607692264, "loss_sem_seg": 0.28333867294713855, "lr": 0.01, "mask_rcnn/accuracy": 0.8750947050728048, "mask_rcnn/false_negative": 0.0906246309433856, "mask_rcnn/false_positive": 0.16527492571241384, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.0, "time": 0.7733474336564541, "total_loss": 1.699928169080522} {"data_time": 0.01705381739884615, "eta_seconds": 122059.61958448123, "iteration": 113679, "loss_fcos_cls": 0.27460957964649424, "loss_fcos_ctr": 0.6234747632406652, "loss_fcos_loc": 0.2028233056771569, "loss_mask": 0.2891571633517742, "loss_maskiou": 0.007000264995440375, "loss_sem_seg": 0.2954237312078476, "lr": 0.01, "mask_rcnn/accuracy": 0.879053723991034, "mask_rcnn/false_negative": 0.10627019857519113, "mask_rcnn/false_positive": 0.1446570591801361, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.768571755848825, "total_loss": 1.66565222724239} {"data_time": 0.01613659504801035, "eta_seconds": 122044.00304932799, "iteration": 113699, "loss_fcos_cls": 0.2612958464305848, "loss_fcos_ctr": 0.6229204339906573, "loss_fcos_loc": 0.2059091137489304, "loss_mask": 0.2751207025721669, "loss_maskiou": 0.006598533902433701, "loss_sem_seg": 0.2823263732716441, "lr": 0.01, "mask_rcnn/accuracy": 0.882089315186922, "mask_rcnn/false_negative": 0.09506469203125081, "mask_rcnn/false_positive": 0.1192046237047478, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7945324908941984, "total_loss": 1.6585479412751738} {"data_time": 0.015303805470466614, "eta_seconds": 122056.54059605859, "iteration": 113719, "loss_fcos_cls": 0.25906881620176136, "loss_fcos_ctr": 0.6199338063597679, "loss_fcos_loc": 0.20503612328320742, "loss_mask": 0.2769359089434147, "loss_maskiou": 0.006458957679569721, "loss_sem_seg": 0.2904296377673745, "lr": 0.01, "mask_rcnn/accuracy": 0.8853792527583173, "mask_rcnn/false_negative": 0.10978615582124772, "mask_rcnn/false_positive": 0.12103333179148626, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7894340790808201, "total_loss": 1.6661584325484} {"data_time": 0.016072110272943974, "eta_seconds": 122069.76685834955, "iteration": 113739, "loss_fcos_cls": 0.2592979276087135, "loss_fcos_ctr": 0.6201261095702648, "loss_fcos_loc": 0.19162327540107071, "loss_mask": 0.26461837999522686, "loss_maskiou": 0.006144987186416984, "loss_sem_seg": 0.3011238262988627, "lr": 0.01, "mask_rcnn/accuracy": 0.8734937253021393, "mask_rcnn/false_negative": 0.10255261849318055, "mask_rcnn/false_positive": 0.12155660548527064, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7897550510242581, "total_loss": 1.654345324699534} {"data_time": 0.01672546286135912, "eta_seconds": 121997.15344386827, "iteration": 113759, "loss_fcos_cls": 0.2723373365588486, "loss_fcos_ctr": 0.621756948530674, "loss_fcos_loc": 0.19816581340273842, "loss_mask": 0.27927480824291706, "loss_maskiou": 0.006251012746361084, "loss_sem_seg": 0.2961945498827845, "lr": 0.01, "mask_rcnn/accuracy": 0.8953389968427562, "mask_rcnn/false_negative": 0.09295144143663495, "mask_rcnn/false_positive": 0.136596921116743, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7677143663167953, "total_loss": 1.6844124565686798} {"data_time": 0.017733425833284855, "eta_seconds": 122018.09573816508, "iteration": 113779, "loss_fcos_cls": 0.2641169875860214, "loss_fcos_ctr": 0.6200609025545418, "loss_fcos_loc": 0.20588434883393347, "loss_mask": 0.2864430658519268, "loss_maskiou": 0.006404364416084718, "loss_sem_seg": 0.30120363365858793, "lr": 0.01, "mask_rcnn/accuracy": 0.88471771443726, "mask_rcnn/false_negative": 0.09941423870781914, "mask_rcnn/false_positive": 0.13517709193289493, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7990965778008103, "total_loss": 1.6741880553672672} {"data_time": 0.015864774584770203, "eta_seconds": 122022.8953676289, "iteration": 113799, "loss_fcos_cls": 0.2677641089539975, "loss_fcos_ctr": 0.6224464382976294, "loss_fcos_loc": 0.20714886812493205, "loss_mask": 0.27390970289707184, "loss_maskiou": 0.005745444075728301, "loss_sem_seg": 0.3382235746830702, "lr": 0.01, "mask_rcnn/accuracy": 0.8744534632034632, "mask_rcnn/false_negative": 0.09883817665062868, "mask_rcnn/false_positive": 0.1723970979352688, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.0, "time": 0.789272072724998, "total_loss": 1.71066004048771} {"data_time": 0.01573174074292183, "eta_seconds": 122007.27153738867, "iteration": 113819, "loss_fcos_cls": 0.2791534821735695, "loss_fcos_ctr": 0.6219323514960706, "loss_fcos_loc": 0.20608273334801197, "loss_mask": 0.2707458883523941, "loss_maskiou": 0.006136320444056764, "loss_sem_seg": 0.2606013719923794, "lr": 0.01, "mask_rcnn/accuracy": 0.8648086572929743, "mask_rcnn/false_negative": 0.10206970505782323, "mask_rcnn/false_positive": 0.16272895378070557, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.75, "time": 0.774234239012003, "total_loss": 1.6581910198874539} {"data_time": 0.018259236589074135, "eta_seconds": 122004.55183059536, "iteration": 113839, "loss_fcos_cls": 0.2724382672458887, "loss_fcos_ctr": 0.622961713001132, "loss_fcos_loc": 0.2140671533998102, "loss_mask": 0.2836485095322132, "loss_maskiou": 0.007162105743191205, "loss_sem_seg": 0.2891199276782572, "lr": 0.01, "mask_rcnn/accuracy": 0.9020669420835197, "mask_rcnn/false_negative": 0.07411750279977217, "mask_rcnn/false_positive": 0.11991319293842227, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.7761088637635112, "total_loss": 1.704485390233458} {"data_time": 0.01642613857984543, "eta_seconds": 121984.94888444804, "iteration": 113859, "loss_fcos_cls": 0.27303655352443457, "loss_fcos_ctr": 0.6212254175916314, "loss_fcos_loc": 0.22027914808131754, "loss_mask": 0.27777596609666944, "loss_maskiou": 0.006036968377884477, "loss_sem_seg": 0.3105909456498921, "lr": 0.01, "mask_rcnn/accuracy": 0.8749981487515179, "mask_rcnn/false_negative": 0.1124409648504654, "mask_rcnn/false_positive": 0.1629653915511151, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7757376041263342, "total_loss": 1.7157767680400866} {"data_time": 0.01858803816139698, "eta_seconds": 121960.40004666802, "iteration": 113879, "loss_fcos_cls": 0.28208351018838584, "loss_fcos_ctr": 0.6256453222595155, "loss_fcos_loc": 0.21008143085055053, "loss_mask": 0.2833668002858758, "loss_maskiou": 0.006045359361451119, "loss_sem_seg": 0.28246457572095096, "lr": 0.01, "mask_rcnn/accuracy": 0.8820310429366551, "mask_rcnn/false_negative": 0.09178199013008227, "mask_rcnn/false_positive": 0.15484633302877973, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7900337250903249, "total_loss": 1.6789332176158496} {"data_time": 0.017638319171965122, "eta_seconds": 121957.67538186722, "iteration": 113899, "loss_fcos_cls": 0.26634333608672023, "loss_fcos_ctr": 0.6201140312477946, "loss_fcos_loc": 0.19647897547110915, "loss_mask": 0.279388421215117, "loss_maskiou": 0.006107531255111098, "loss_sem_seg": 0.2814317054580897, "lr": 0.01, "mask_rcnn/accuracy": 0.8838465743440234, "mask_rcnn/false_negative": 0.09722959155456637, "mask_rcnn/false_positive": 0.1443578326877231, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.0, "time": 0.7804950531572104, "total_loss": 1.6316456778295105} {"data_time": 0.016716786660254, "eta_seconds": 121951.35697628651, "iteration": 113919, "loss_fcos_cls": 0.2697796482825652, "loss_fcos_ctr": 0.6198368980549276, "loss_fcos_loc": 0.20479947794228792, "loss_mask": 0.2854160750284791, "loss_maskiou": 0.005954903877864126, "loss_sem_seg": 0.30735259503126144, "lr": 0.01, "mask_rcnn/accuracy": 0.8783925028344671, "mask_rcnn/false_negative": 0.10514330391885915, "mask_rcnn/false_positive": 0.14201312028853028, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 23.5, "time": 0.779820840805769, "total_loss": 1.7121995022462215} {"data_time": 0.015214224345982075, "eta_seconds": 121935.73030078132, "iteration": 113939, "loss_fcos_cls": 0.2847004132345319, "loss_fcos_ctr": 0.62517653638497, "loss_fcos_loc": 0.2088459349470213, "loss_mask": 0.2838821457698941, "loss_maskiou": 0.006028122799762059, "loss_sem_seg": 0.3051508981734514, "lr": 0.01, "mask_rcnn/accuracy": 0.8911147048104956, "mask_rcnn/false_negative": 0.0980459036228728, "mask_rcnn/false_positive": 0.1394578605502203, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7997134244069457, "total_loss": 1.7055201667135407} {"data_time": 0.01565922237932682, "eta_seconds": 121937.56363803335, "iteration": 113959, "loss_fcos_cls": 0.27037341776303947, "loss_fcos_ctr": 0.6226966036483645, "loss_fcos_loc": 0.20670203561894596, "loss_mask": 0.28206683974713087, "loss_maskiou": 0.006474038629676215, "loss_sem_seg": 0.26726550981402397, "lr": 0.01, "mask_rcnn/accuracy": 0.8798939387075585, "mask_rcnn/false_negative": 0.09015081319396635, "mask_rcnn/false_positive": 0.15071131611174288, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.25, "time": 0.76535932905972, "total_loss": 1.6911992295645177} {"data_time": 0.01524748932570219, "eta_seconds": 121921.93472465314, "iteration": 113979, "loss_fcos_cls": 0.27138248179107904, "loss_fcos_ctr": 0.6245921952649951, "loss_fcos_loc": 0.2136473397258669, "loss_mask": 0.2894796906039119, "loss_maskiou": 0.006203241733601317, "loss_sem_seg": 0.26711092703044415, "lr": 0.01, "mask_rcnn/accuracy": 0.8860442756648114, "mask_rcnn/false_negative": 0.09903083538560994, "mask_rcnn/false_positive": 0.1409392306744073, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7782073765993118, "total_loss": 1.6731723550037714} {"data_time": 0.016988351941108704, "eta_seconds": 121937.11746015772, "iteration": 113999, "loss_fcos_cls": 0.2787897465750575, "loss_fcos_ctr": 0.6199210239574313, "loss_fcos_loc": 0.2094285765197128, "loss_mask": 0.2770717963576317, "loss_maskiou": 0.00638634929782711, "loss_sem_seg": 0.2872836827300489, "lr": 0.01, "mask_rcnn/accuracy": 0.9013252299274973, "mask_rcnn/false_negative": 0.08851214681628983, "mask_rcnn/false_positive": 0.1275535164308336, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7977340640500188, "total_loss": 1.6738972140010446} {"data_time": 0.015421477146446705, "eta_seconds": 121851.03323498648, "iteration": 114019, "loss_fcos_cls": 0.2783190533518791, "loss_fcos_ctr": 0.6201926292851567, "loss_fcos_loc": 0.2048932259203866, "loss_mask": 0.28588637383654714, "loss_maskiou": 0.0069531292538158596, "loss_sem_seg": 0.2948967721313238, "lr": 0.01, "mask_rcnn/accuracy": 0.878970287885533, "mask_rcnn/false_negative": 0.10654675892349058, "mask_rcnn/false_positive": 0.14738172149366968, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.25, "time": 0.7714732587337494, "total_loss": 1.6588167145091575} {"data_time": 0.016749780625104904, "eta_seconds": 121806.61838548444, "iteration": 114039, "loss_fcos_cls": 0.27361493231728673, "loss_fcos_ctr": 0.6264442168176174, "loss_fcos_loc": 0.21653852751478553, "loss_mask": 0.27824253030121326, "loss_maskiou": 0.006240650895051658, "loss_sem_seg": 0.2619593138806522, "lr": 0.01, "mask_rcnn/accuracy": 0.8927036092214664, "mask_rcnn/false_negative": 0.08412844364801372, "mask_rcnn/false_positive": 0.1311622121364302, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.25, "time": 0.7691544955596328, "total_loss": 1.676654382579727} {"data_time": 0.016426485031843185, "eta_seconds": 121812.3948951345, "iteration": 114059, "loss_fcos_cls": 0.2591877884697169, "loss_fcos_ctr": 0.6220137905329466, "loss_fcos_loc": 0.207712437142618, "loss_mask": 0.28645158000290394, "loss_maskiou": 0.006582119924132712, "loss_sem_seg": 0.29248033347539604, "lr": 0.01, "mask_rcnn/accuracy": 0.8818614139204068, "mask_rcnn/false_negative": 0.10117542902354101, "mask_rcnn/false_positive": 0.16038344269304633, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7829452147707343, "total_loss": 1.6987094733185586} {"data_time": 0.017744910903275013, "eta_seconds": 121785.79160568677, "iteration": 114079, "loss_fcos_cls": 0.27019419171847403, "loss_fcos_ctr": 0.6221646284684539, "loss_fcos_loc": 0.20469090901315212, "loss_mask": 0.2762065017595887, "loss_maskiou": 0.006453472640714608, "loss_sem_seg": 0.28889526473358274, "lr": 0.01, "mask_rcnn/accuracy": 0.8900134935249541, "mask_rcnn/false_negative": 0.08462589707346926, "mask_rcnn/false_positive": 0.12228768411402428, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.5, "time": 0.7807175870984793, "total_loss": 1.676647482876433} {"data_time": 0.01546714548021555, "eta_seconds": 121770.1701317858, "iteration": 114099, "loss_fcos_cls": 0.2633889013668522, "loss_fcos_ctr": 0.6186320809647441, "loss_fcos_loc": 0.1971916602924466, "loss_mask": 0.27394387405365705, "loss_maskiou": 0.00572601513704285, "loss_sem_seg": 0.2623630724847317, "lr": 0.01, "mask_rcnn/accuracy": 0.9007479636591479, "mask_rcnn/false_negative": 0.08151324341216373, "mask_rcnn/false_positive": 0.1093981887503532, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.25, "time": 0.7722792159765959, "total_loss": 1.6141143114073202} {"data_time": 0.01560994703322649, "eta_seconds": 121632.1935899239, "iteration": 114119, "loss_fcos_cls": 0.26456793333636597, "loss_fcos_ctr": 0.62219806201756, "loss_fcos_loc": 0.2002049870789051, "loss_mask": 0.28101451648399234, "loss_maskiou": 0.005879322372493334, "loss_sem_seg": 0.3110271906480193, "lr": 0.01, "mask_rcnn/accuracy": 0.8851989990382847, "mask_rcnn/false_negative": 0.0777617776414563, "mask_rcnn/false_positive": 0.15122150340029625, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.7648654794320464, "total_loss": 1.7138199185428675} {"data_time": 0.015974032692611217, "eta_seconds": 121608.75340807624, "iteration": 114139, "loss_fcos_cls": 0.2707387525588274, "loss_fcos_ctr": 0.6220304425805807, "loss_fcos_loc": 0.210281913401559, "loss_mask": 0.26787279173731804, "loss_maskiou": 0.006195788344484754, "loss_sem_seg": 0.30506659485399723, "lr": 0.01, "mask_rcnn/accuracy": 0.900383230215163, "mask_rcnn/false_negative": 0.09105949316894937, "mask_rcnn/false_positive": 0.13493539991644915, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.0, "time": 0.7703451234847307, "total_loss": 1.6836540635558777} {"data_time": 0.01578609086573124, "eta_seconds": 121703.75762090832, "iteration": 114159, "loss_fcos_cls": 0.27484243200160563, "loss_fcos_ctr": 0.624140040948987, "loss_fcos_loc": 0.2102899425663054, "loss_mask": 0.2734862584620714, "loss_maskiou": 0.005533534669666551, "loss_sem_seg": 0.32438673777505755, "lr": 0.01, "mask_rcnn/accuracy": 0.8793672582669432, "mask_rcnn/false_negative": 0.10350860986985039, "mask_rcnn/false_positive": 0.13995115724407778, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.75, "time": 0.7741527184844017, "total_loss": 1.7232433712706552} {"data_time": 0.01666448637843132, "eta_seconds": 121688.13865572959, "iteration": 114179, "loss_fcos_cls": 0.273877133266069, "loss_fcos_ctr": 0.6225531680975109, "loss_fcos_loc": 0.2053833557292819, "loss_mask": 0.28977505676448345, "loss_maskiou": 0.006125492524006404, "loss_sem_seg": 0.32269728323444724, "lr": 0.01, "mask_rcnn/accuracy": 0.8663857637071923, "mask_rcnn/false_negative": 0.09782939257446507, "mask_rcnn/false_positive": 0.14450396304611696, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7832418056204915, "total_loss": 1.6986874847934814} {"data_time": 0.015158407390117645, "eta_seconds": 121561.93909786083, "iteration": 114199, "loss_fcos_cls": 0.27266704477369785, "loss_fcos_ctr": 0.6210755128413439, "loss_fcos_loc": 0.2108587280381471, "loss_mask": 0.2759682862088084, "loss_maskiou": 0.00649358554801438, "loss_sem_seg": 0.2901498372666538, "lr": 0.01, "mask_rcnn/accuracy": 0.8927183720710506, "mask_rcnn/false_negative": 0.09203015466785357, "mask_rcnn/false_positive": 0.131849408020199, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.5, "time": 0.771451179869473, "total_loss": 1.6881005622271914} {"data_time": 0.016530567780137062, "eta_seconds": 121554.16471303068, "iteration": 114219, "loss_fcos_cls": 0.2839912094641477, "loss_fcos_ctr": 0.6211949810385704, "loss_fcos_loc": 0.20381451630964875, "loss_mask": 0.27953553665429354, "loss_maskiou": 0.005887227976927534, "loss_sem_seg": 0.32196370465680957, "lr": 0.01, "mask_rcnn/accuracy": 0.869186765615337, "mask_rcnn/false_negative": 0.10506173032881894, "mask_rcnn/false_positive": 0.17611527858916726, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7928478522226214, "total_loss": 1.7009865276704659} {"data_time": 0.016236070543527603, "eta_seconds": 121344.92162570637, "iteration": 114239, "loss_fcos_cls": 0.27341040410101414, "loss_fcos_ctr": 0.6246695211157203, "loss_fcos_loc": 0.19988288404420018, "loss_mask": 0.27487675100564957, "loss_maskiou": 0.006262474169488996, "loss_sem_seg": 0.3146432167850435, "lr": 0.01, "mask_rcnn/accuracy": 0.875357695441227, "mask_rcnn/false_negative": 0.09544408646869348, "mask_rcnn/false_positive": 0.1388641282147735, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7693756856024265, "total_loss": 1.6822662425838644} {"data_time": 0.017232014797627926, "eta_seconds": 121393.70839709416, "iteration": 114259, "loss_fcos_cls": 0.2628368311561644, "loss_fcos_ctr": 0.622840877622366, "loss_fcos_loc": 0.20276741427369416, "loss_mask": 0.2811248358339071, "loss_maskiou": 0.006427524087484926, "loss_sem_seg": 0.301374155562371, "lr": 0.01, "mask_rcnn/accuracy": 0.886688447308748, "mask_rcnn/false_negative": 0.08077037844891334, "mask_rcnn/false_positive": 0.13777721421153055, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7824282124638557, "total_loss": 1.7015758997295052} {"data_time": 0.01542787253856659, "eta_seconds": 121286.09962582402, "iteration": 114279, "loss_fcos_cls": 0.2539413506165147, "loss_fcos_ctr": 0.6230017067864537, "loss_fcos_loc": 0.19773237267509103, "loss_mask": 0.2827019998803735, "loss_maskiou": 0.0065727827459340915, "loss_sem_seg": 0.3039430321659893, "lr": 0.01, "mask_rcnn/accuracy": 0.8747275621558147, "mask_rcnn/false_negative": 0.10377295906842585, "mask_rcnn/false_positive": 0.14875911646957973, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.7672224389389157, "total_loss": 1.6590766528897802} {"data_time": 0.01888995338231325, "eta_seconds": 121193.02963299211, "iteration": 114299, "loss_fcos_cls": 0.278936700662598, "loss_fcos_ctr": 0.6226481115445495, "loss_fcos_loc": 0.21449874970130622, "loss_mask": 0.2840874530375004, "loss_maskiou": 0.00628425095055718, "loss_sem_seg": 0.3126862564822659, "lr": 0.01, "mask_rcnn/accuracy": 0.8665064102564103, "mask_rcnn/false_negative": 0.10608339500977157, "mask_rcnn/false_positive": 0.15597240555402675, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.75, "time": 0.7733263047412038, "total_loss": 1.701943321597355} {"data_time": 0.01593354158103466, "eta_seconds": 121219.06775697228, "iteration": 114319, "loss_fcos_cls": 0.2717968563083559, "loss_fcos_ctr": 0.6225450541824102, "loss_fcos_loc": 0.21390486578457057, "loss_mask": 0.28209385741502047, "loss_maskiou": 0.006647333302680636, "loss_sem_seg": 0.31373310228809714, "lr": 0.01, "mask_rcnn/accuracy": 0.8638630482240974, "mask_rcnn/false_negative": 0.09945810825669296, "mask_rcnn/false_positive": 0.15194475807111418, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.799157002940774, "total_loss": 1.7118402089254232} {"data_time": 0.015621844679117203, "eta_seconds": 121352.59988152329, "iteration": 114339, "loss_fcos_cls": 0.27298507117666304, "loss_fcos_ctr": 0.6237571351230145, "loss_fcos_loc": 0.21127705881372094, "loss_mask": 0.28276629094034433, "loss_maskiou": 0.006116058189945761, "loss_sem_seg": 0.29959144024178386, "lr": 0.01, "mask_rcnn/accuracy": 0.8682714157091408, "mask_rcnn/false_negative": 0.12684862384872575, "mask_rcnn/false_positive": 0.14019278625590875, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7897687833756208, "total_loss": 1.6899739456130192} {"data_time": 0.0160328708589077, "eta_seconds": 121401.54813107196, "iteration": 114359, "loss_fcos_cls": 0.25957478606142104, "loss_fcos_ctr": 0.6180475801229477, "loss_fcos_loc": 0.1962847097311169, "loss_mask": 0.28334613889455795, "loss_maskiou": 0.0059281919384375215, "loss_sem_seg": 0.2914299559779465, "lr": 0.01, "mask_rcnn/accuracy": 0.8920977323431207, "mask_rcnn/false_negative": 0.10649719023382279, "mask_rcnn/false_positive": 0.11264669444861117, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7845744844526052, "total_loss": 1.664724126647343} {"data_time": 0.015457534231245518, "eta_seconds": 121246.88901773933, "iteration": 114379, "loss_fcos_cls": 0.27390179282519966, "loss_fcos_ctr": 0.6215155124664307, "loss_fcos_loc": 0.20660375407896936, "loss_mask": 0.2880021743476391, "loss_maskiou": 0.0064624238657415845, "loss_sem_seg": 0.248341070022434, "lr": 0.01, "mask_rcnn/accuracy": 0.8682759252202835, "mask_rcnn/false_negative": 0.09825499362358621, "mask_rcnn/false_positive": 0.16445922753124342, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.0, "time": 0.7715252228081226, "total_loss": 1.7064093701774254} {"data_time": 0.014744656160473824, "eta_seconds": 121156.00885224715, "iteration": 114399, "loss_fcos_cls": 0.27311391837429255, "loss_fcos_ctr": 0.6222060732543468, "loss_fcos_loc": 0.20585990173276514, "loss_mask": 0.271624690387398, "loss_maskiou": 0.006490371033578413, "loss_sem_seg": 0.29945417447015643, "lr": 0.01, "mask_rcnn/accuracy": 0.8863001250376998, "mask_rcnn/false_negative": 0.09326174515334185, "mask_rcnn/false_positive": 0.11237119739847948, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7728143250569701, "total_loss": 1.7158295736007858} {"data_time": 0.01597146037966013, "eta_seconds": 121107.32802185789, "iteration": 114419, "loss_fcos_cls": 0.2664199541322887, "loss_fcos_ctr": 0.6251097582280636, "loss_fcos_loc": 0.21362920803949237, "loss_mask": 0.29013436008244753, "loss_maskiou": 0.006914322890224867, "loss_sem_seg": 0.2835732875391841, "lr": 0.01, "mask_rcnn/accuracy": 0.8811825666899508, "mask_rcnn/false_negative": 0.10483321143293856, "mask_rcnn/false_positive": 0.13492340122825203, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 23.5, "time": 0.7790817394852638, "total_loss": 1.6982446277179406} {"data_time": 0.015627619810402393, "eta_seconds": 121084.05779499095, "iteration": 114439, "loss_fcos_cls": 0.24169421754777431, "loss_fcos_ctr": 0.6197081631980836, "loss_fcos_loc": 0.19407636509276927, "loss_mask": 0.27683298103511333, "loss_maskiou": 0.00582721880346071, "loss_sem_seg": 0.28261197730898857, "lr": 0.01, "mask_rcnn/accuracy": 0.8713872532095546, "mask_rcnn/false_negative": 0.09896102466926036, "mask_rcnn/false_positive": 0.1352006300187086, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.800223215483129, "total_loss": 1.6210375111477333} {"data_time": 0.0173027366399765, "eta_seconds": 121068.49038956221, "iteration": 114459, "loss_fcos_cls": 0.28318687150022015, "loss_fcos_ctr": 0.6209110701456666, "loss_fcos_loc": 0.20930942217819393, "loss_mask": 0.2789899134077132, "loss_maskiou": 0.006033493846189231, "loss_sem_seg": 0.31176282558590174, "lr": 0.01, "mask_rcnn/accuracy": 0.8822953932960789, "mask_rcnn/false_negative": 0.09297484197264358, "mask_rcnn/false_positive": 0.13068352730472366, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7665509255602956, "total_loss": 1.7167910220159683} {"data_time": 0.01635740138590336, "eta_seconds": 121052.92298413347, "iteration": 114479, "loss_fcos_cls": 0.2791468966752291, "loss_fcos_ctr": 0.6224172050133348, "loss_fcos_loc": 0.21771167498081923, "loss_mask": 0.27771328389644623, "loss_maskiou": 0.0068902737548341975, "loss_sem_seg": 0.30367281334474683, "lr": 0.01, "mask_rcnn/accuracy": 0.8711196792323639, "mask_rcnn/false_negative": 0.1094746914003435, "mask_rcnn/false_positive": 0.1455409604376779, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.25, "time": 0.7786685898900032, "total_loss": 1.727340786907007} {"data_time": 0.018640018068253994, "eta_seconds": 121037.35557870474, "iteration": 114499, "loss_fcos_cls": 0.26251335837878287, "loss_fcos_ctr": 0.6229156479239464, "loss_fcos_loc": 0.21312240115366876, "loss_mask": 0.27204836811870337, "loss_maskiou": 0.006002495363645721, "loss_sem_seg": 0.2843445437029004, "lr": 0.01, "mask_rcnn/accuracy": 0.8914356127066212, "mask_rcnn/false_negative": 0.09684029698759358, "mask_rcnn/false_positive": 0.15048585639099948, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7910639783367515, "total_loss": 1.6891732580188545} {"data_time": 0.01621938217431307, "eta_seconds": 121016.05281742942, "iteration": 114519, "loss_fcos_cls": 0.25209991773590446, "loss_fcos_ctr": 0.6201491905376315, "loss_fcos_loc": 0.20305393252056092, "loss_mask": 0.27468841802328825, "loss_maskiou": 0.00555653810442891, "loss_sem_seg": 0.275469315238297, "lr": 0.01, "mask_rcnn/accuracy": 0.873853905435383, "mask_rcnn/false_negative": 0.0988247244071358, "mask_rcnn/false_positive": 0.12911950071426204, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7983309589326382, "total_loss": 1.6332717867317115} {"data_time": 0.015522115863859653, "eta_seconds": 120989.71405016817, "iteration": 114539, "loss_fcos_cls": 0.2691786587238312, "loss_fcos_ctr": 0.6207177527248859, "loss_fcos_loc": 0.20226925518363714, "loss_mask": 0.28902323031798005, "loss_maskiou": 0.00666912182350643, "loss_sem_seg": 0.30034923180937767, "lr": 0.01, "mask_rcnn/accuracy": 0.8935132242552193, "mask_rcnn/false_negative": 0.09079865201596982, "mask_rcnn/false_positive": 0.11998643394102676, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.776017309166491, "total_loss": 1.693574819000787} {"data_time": 0.017528879456222057, "eta_seconds": 120979.81258205138, "iteration": 114559, "loss_fcos_cls": 0.2772752980235964, "loss_fcos_ctr": 0.6233209446072578, "loss_fcos_loc": 0.21533293346874416, "loss_mask": 0.2862604111433029, "loss_maskiou": 0.00639082191628404, "loss_sem_seg": 0.3255196225363761, "lr": 0.01, "mask_rcnn/accuracy": 0.869997450244979, "mask_rcnn/false_negative": 0.11383318789034434, "mask_rcnn/false_positive": 0.14282997159193395, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.0, "time": 0.7779147876426578, "total_loss": 1.743313226790633} {"data_time": 0.015902596525847912, "eta_seconds": 120966.33599564899, "iteration": 114579, "loss_fcos_cls": 0.27181512559764087, "loss_fcos_ctr": 0.6222271446604282, "loss_fcos_loc": 0.2066576338838786, "loss_mask": 0.28201075829565525, "loss_maskiou": 0.006212968033651123, "loss_sem_seg": 0.29818982165306807, "lr": 0.01, "mask_rcnn/accuracy": 0.8776041666666666, "mask_rcnn/false_negative": 0.09950573828283214, "mask_rcnn/false_positive": 0.1484437630741418, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7828345764428377, "total_loss": 1.7058684383810032} {"data_time": 0.017418288625776768, "eta_seconds": 121038.96752881538, "iteration": 114599, "loss_fcos_cls": 0.2700134194456041, "loss_fcos_ctr": 0.6214215625077486, "loss_fcos_loc": 0.21137766347965226, "loss_mask": 0.27384746074676514, "loss_maskiou": 0.006492731277830899, "loss_sem_seg": 0.2892658566124737, "lr": 0.01, "mask_rcnn/accuracy": 0.8747134897191959, "mask_rcnn/false_negative": 0.09507982443764557, "mask_rcnn/false_positive": 0.16325911892678902, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.5, "time": 0.7921082731336355, "total_loss": 1.6693212004975067} {"data_time": 0.015865130349993706, "eta_seconds": 120938.21947906818, "iteration": 114619, "loss_fcos_cls": 0.26743259525392205, "loss_fcos_ctr": 0.6226193392649293, "loss_fcos_loc": 0.2047398801369127, "loss_mask": 0.2848784727975726, "loss_maskiou": 0.006168044914375059, "loss_sem_seg": 0.32066242210567, "lr": 0.01, "mask_rcnn/accuracy": 0.8738890442540652, "mask_rcnn/false_negative": 0.10843063434101677, "mask_rcnn/false_positive": 0.15104181535231948, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7625120636075735, "total_loss": 1.7179532336176635} {"data_time": 0.02552844863384962, "eta_seconds": 120932.30747684184, "iteration": 114639, "loss_fcos_cls": 0.2750737979076803, "loss_fcos_ctr": 0.6219570692628622, "loss_fcos_loc": 0.20952230785042048, "loss_mask": 0.2857129601761699, "loss_maskiou": 0.006322508939774707, "loss_sem_seg": 0.29376144288107753, "lr": 0.01, "mask_rcnn/accuracy": 0.8751167981727574, "mask_rcnn/false_negative": 0.0844196020500819, "mask_rcnn/false_positive": 0.1729575340438766, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.781737276352942, "total_loss": 1.746901364022051} {"data_time": 0.016394782811403275, "eta_seconds": 120907.08614372369, "iteration": 114659, "loss_fcos_cls": 0.28311644471250474, "loss_fcos_ctr": 0.6235690684989095, "loss_fcos_loc": 0.20120366744231433, "loss_mask": 0.27269656397402287, "loss_maskiou": 0.006146310668555088, "loss_sem_seg": 0.29503412963822484, "lr": 0.01, "mask_rcnn/accuracy": 0.8782162865146058, "mask_rcnn/false_negative": 0.11073029677797411, "mask_rcnn/false_positive": 0.15888069550024714, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.5, "time": 0.7742917211726308, "total_loss": 1.7098362776159775} {"data_time": 0.01615076046437025, "eta_seconds": 120891.51947605144, "iteration": 114679, "loss_fcos_cls": 0.25942075229249895, "loss_fcos_ctr": 0.6200141068547964, "loss_fcos_loc": 0.2115453026490286, "loss_mask": 0.28945365361869335, "loss_maskiou": 0.006448303101933561, "loss_sem_seg": 0.29989107185974717, "lr": 0.01, "mask_rcnn/accuracy": 0.8883767218293837, "mask_rcnn/false_negative": 0.08951254191073753, "mask_rcnn/false_positive": 0.12330424648841176, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.25, "time": 0.7776813330128789, "total_loss": 1.6554204660969845} {"data_time": 0.01617835182696581, "eta_seconds": 120885.6037452193, "iteration": 114699, "loss_fcos_cls": 0.27463245019316673, "loss_fcos_ctr": 0.6240300899371505, "loss_fcos_loc": 0.20625104405917227, "loss_mask": 0.28231343999505043, "loss_maskiou": 0.0060061497570131905, "loss_sem_seg": 0.31791357742622495, "lr": 0.01, "mask_rcnn/accuracy": 0.8559658889597506, "mask_rcnn/false_negative": 0.1065401010229319, "mask_rcnn/false_positive": 0.16828743432656526, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 32.0, "time": 0.7847379092127085, "total_loss": 1.7036944711435353} {"data_time": 0.018425448797643185, "eta_seconds": 120860.38614070695, "iteration": 114719, "loss_fcos_cls": 0.27967357938177884, "loss_fcos_ctr": 0.6234151502139866, "loss_fcos_loc": 0.2033357984619215, "loss_mask": 0.2863481342792511, "loss_maskiou": 0.006668833666481078, "loss_sem_seg": 0.2797331785550341, "lr": 0.01, "mask_rcnn/accuracy": 0.8769274339805673, "mask_rcnn/false_negative": 0.1095115960262866, "mask_rcnn/false_positive": 0.14835468418926906, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 35.75, "time": 0.8029376631602645, "total_loss": 1.7046841129194945} {"data_time": 0.01572316884994507, "eta_seconds": 120839.71848676912, "iteration": 114739, "loss_fcos_cls": 0.2805214506806806, "loss_fcos_ctr": 0.6213594465516508, "loss_fcos_loc": 0.20475988707039505, "loss_mask": 0.2696616458706558, "loss_maskiou": 0.0059854585051652975, "loss_sem_seg": 0.3080458426848054, "lr": 0.01, "mask_rcnn/accuracy": 0.8891201171548816, "mask_rcnn/false_negative": 0.09612957377940287, "mask_rcnn/false_positive": 0.1373745950791058, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.75, "time": 0.7700323211029172, "total_loss": 1.71013882792613} {"data_time": 0.01834952738136053, "eta_seconds": 120829.25280536246, "iteration": 114759, "loss_fcos_cls": 0.26422598445788026, "loss_fcos_ctr": 0.6207960620522499, "loss_fcos_loc": 0.19507037359289825, "loss_mask": 0.2623704853467643, "loss_maskiou": 0.005822193226777017, "loss_sem_seg": 0.29712771670892835, "lr": 0.01, "mask_rcnn/accuracy": 0.8653901021440965, "mask_rcnn/false_negative": 0.10840393542020743, "mask_rcnn/false_positive": 0.15832410504623587, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.77486552298069, "total_loss": 1.6654812923952704} {"data_time": 0.018063060007989407, "eta_seconds": 120768.91680780333, "iteration": 114779, "loss_fcos_cls": 0.2714556553401053, "loss_fcos_ctr": 0.620692627504468, "loss_fcos_loc": 0.20661643403582275, "loss_mask": 0.285934045445174, "loss_maskiou": 0.006318614672636613, "loss_sem_seg": 0.33214414957910776, "lr": 0.01, "mask_rcnn/accuracy": 0.856468768166937, "mask_rcnn/false_negative": 0.09432936944794175, "mask_rcnn/false_positive": 0.16834366613736235, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.25, "time": 0.7628933154046535, "total_loss": 1.724165343104687} {"data_time": 0.01676702592521906, "eta_seconds": 120753.3559085941, "iteration": 114799, "loss_fcos_cls": 0.273912648903206, "loss_fcos_ctr": 0.61925760935992, "loss_fcos_loc": 0.2061400692909956, "loss_mask": 0.27741110883653164, "loss_maskiou": 0.006272548620472662, "loss_sem_seg": 0.2941174120642245, "lr": 0.01, "mask_rcnn/accuracy": 0.882212568195595, "mask_rcnn/false_negative": 0.10372029139344069, "mask_rcnn/false_positive": 0.13964866347381572, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7896785968914628, "total_loss": 1.6965261179284425} {"data_time": 0.01679317746311426, "eta_seconds": 120779.54064213205, "iteration": 114819, "loss_fcos_cls": 0.2585974626708776, "loss_fcos_ctr": 0.6229864982888103, "loss_fcos_loc": 0.21413605962879956, "loss_mask": 0.2794027468189597, "loss_maskiou": 0.0057714159484021366, "loss_sem_seg": 0.30023009330034256, "lr": 0.01, "mask_rcnn/accuracy": 0.877001484391666, "mask_rcnn/false_negative": 0.09105228154577377, "mask_rcnn/false_positive": 0.14245902425729295, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7857916560024023, "total_loss": 1.7022922097603441} {"data_time": 0.016076019033789635, "eta_seconds": 120756.25577570032, "iteration": 114839, "loss_fcos_cls": 0.28254831465892494, "loss_fcos_ctr": 0.6221428653225303, "loss_fcos_loc": 0.20683650055434555, "loss_mask": 0.28828304912894964, "loss_maskiou": 0.006961993087315932, "loss_sem_seg": 0.2973746412899345, "lr": 0.01, "mask_rcnn/accuracy": 0.8698904699137547, "mask_rcnn/false_negative": 0.08736474752524437, "mask_rcnn/false_positive": 0.13478522063441561, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7585614481940866, "total_loss": 1.6910560018586693} {"data_time": 0.016372383572161198, "eta_seconds": 120746.32242324762, "iteration": 114859, "loss_fcos_cls": 0.2741680385079235, "loss_fcos_ctr": 0.6200984395109117, "loss_fcos_loc": 0.20267021714244038, "loss_mask": 0.27380466647446156, "loss_maskiou": 0.005982467584544793, "loss_sem_seg": 0.3262995881959796, "lr": 0.01, "mask_rcnn/accuracy": 0.8765279938955055, "mask_rcnn/false_negative": 0.09471390916898706, "mask_rcnn/false_positive": 0.13553009856977016, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7832688903436065, "total_loss": 1.7031293612380978} {"data_time": 0.015689424239099026, "eta_seconds": 120725.1252066074, "iteration": 114879, "loss_fcos_cls": 0.26793020963668823, "loss_fcos_ctr": 0.6222602911293507, "loss_fcos_loc": 0.19772141729481518, "loss_mask": 0.2750951945781708, "loss_maskiou": 0.005783786524261814, "loss_sem_seg": 0.32950844522565603, "lr": 0.01, "mask_rcnn/accuracy": 0.8746067176870749, "mask_rcnn/false_negative": 0.10648069092509607, "mask_rcnn/false_positive": 0.1514635987196022, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7740529049187899, "total_loss": 1.7085630054934882} {"data_time": 0.01499802153557539, "eta_seconds": 120704.9424633244, "iteration": 114899, "loss_fcos_cls": 0.25764355529099703, "loss_fcos_ctr": 0.6223271014168859, "loss_fcos_loc": 0.20660199550911784, "loss_mask": 0.27443896047770977, "loss_maskiou": 0.005406896656495519, "loss_sem_seg": 0.3050746233202517, "lr": 0.01, "mask_rcnn/accuracy": 0.9028038717228243, "mask_rcnn/false_negative": 0.0857453923602374, "mask_rcnn/false_positive": 0.1223016582492592, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.25, "time": 0.7689417423680425, "total_loss": 1.6830495359463384} {"data_time": 0.01808284781873226, "eta_seconds": 120659.99051333871, "iteration": 114919, "loss_fcos_cls": 0.26624880032613873, "loss_fcos_ctr": 0.6188544491305947, "loss_fcos_loc": 0.2039470721501857, "loss_mask": 0.28709707502275705, "loss_maskiou": 0.005908706545596942, "loss_sem_seg": 0.31824774760752916, "lr": 0.01, "mask_rcnn/accuracy": 0.8672483766233766, "mask_rcnn/false_negative": 0.09940063151211775, "mask_rcnn/false_positive": 0.1563400110243858, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7689022999256849, "total_loss": 1.6720377489982639} {"data_time": 0.018337206915020943, "eta_seconds": 120595.39487295505, "iteration": 114939, "loss_fcos_cls": 0.28935519279912114, "loss_fcos_ctr": 0.6192276906222105, "loss_fcos_loc": 0.19744515186175704, "loss_mask": 0.28403199557214975, "loss_maskiou": 0.006499744618849945, "loss_sem_seg": 0.30623632250353694, "lr": 0.01, "mask_rcnn/accuracy": 0.8595854591836735, "mask_rcnn/false_negative": 0.11324473917325653, "mask_rcnn/false_positive": 0.14824017904328146, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.7890472318977118, "total_loss": 1.7205703246872872} {"data_time": 0.017117666080594063, "eta_seconds": 120598.85312633682, "iteration": 114959, "loss_fcos_cls": 0.27270450815558434, "loss_fcos_ctr": 0.6221925327554345, "loss_fcos_loc": 0.20467849751003087, "loss_mask": 0.2750430377200246, "loss_maskiou": 0.005881106189917773, "loss_sem_seg": 0.3098636604845524, "lr": 0.01, "mask_rcnn/accuracy": 0.8700082094007816, "mask_rcnn/false_negative": 0.0919228977405078, "mask_rcnn/false_positive": 0.15624857091244754, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.782331669703126, "total_loss": 1.6855111032200512} {"data_time": 0.017532452009618282, "eta_seconds": 120613.30781571101, "iteration": 114979, "loss_fcos_cls": 0.2706778065767139, "loss_fcos_ctr": 0.6228963346220553, "loss_fcos_loc": 0.21647006453713402, "loss_mask": 0.2834115084260702, "loss_maskiou": 0.006152043089969084, "loss_sem_seg": 0.304872861597687, "lr": 0.01, "mask_rcnn/accuracy": 0.8741940979470239, "mask_rcnn/false_negative": 0.10407551213659366, "mask_rcnn/false_positive": 0.15415932413012387, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7845164807513356, "total_loss": 1.6778893821756355} {"data_time": 0.016001994721591473, "eta_seconds": 120559.81508609746, "iteration": 114999, "loss_fcos_cls": 0.24965558014810085, "loss_fcos_ctr": 0.6200081966817379, "loss_fcos_loc": 0.2041998766362667, "loss_mask": 0.2753214780241251, "loss_maskiou": 0.00638195667124819, "loss_sem_seg": 0.2760254177264869, "lr": 0.01, "mask_rcnn/accuracy": 0.874205083819242, "mask_rcnn/false_negative": 0.09626920494701816, "mask_rcnn/false_positive": 0.1419215240186963, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.75, "time": 0.763912932947278, "total_loss": 1.6391839973293827} {"data_time": 0.01724132150411606, "eta_seconds": 120616.16821478214, "iteration": 115019, "loss_fcos_cls": 0.2832554429769516, "loss_fcos_ctr": 0.6225963719189167, "loss_fcos_loc": 0.21189985470846295, "loss_mask": 0.2789539322257042, "loss_maskiou": 0.006008158554323018, "loss_sem_seg": 0.2793365581892431, "lr": 0.01, "mask_rcnn/accuracy": 0.8690539979004461, "mask_rcnn/false_negative": 0.1115544443322612, "mask_rcnn/false_positive": 0.15028615730685546, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7960828747600317, "total_loss": 1.6740536053985124} {"data_time": 0.01698463875800371, "eta_seconds": 120606.22832796536, "iteration": 115039, "loss_fcos_cls": 0.26910990523174405, "loss_fcos_ctr": 0.6219747429713607, "loss_fcos_loc": 0.20716666732914746, "loss_mask": 0.2731055589392781, "loss_maskiou": 0.0063147481851046905, "loss_sem_seg": 0.28720411099493504, "lr": 0.01, "mask_rcnn/accuracy": 0.8755121026083759, "mask_rcnn/false_negative": 0.08006441113948846, "mask_rcnn/false_positive": 0.16977287123912232, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7819998254999518, "total_loss": 1.6601071633631364} {"data_time": 0.015521185472607613, "eta_seconds": 120590.66231737845, "iteration": 115059, "loss_fcos_cls": 0.27844177815131843, "loss_fcos_ctr": 0.6240239469334483, "loss_fcos_loc": 0.2108506951481104, "loss_mask": 0.29269720520824194, "loss_maskiou": 0.00695720812655054, "loss_sem_seg": 0.3065052111633122, "lr": 0.01, "mask_rcnn/accuracy": 0.8717729215857308, "mask_rcnn/false_negative": 0.09674461382805791, "mask_rcnn/false_positive": 0.1553303962243533, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7777324747294188, "total_loss": 1.705940040643327} {"data_time": 0.01588638871908188, "eta_seconds": 120579.13618667983, "iteration": 115079, "loss_fcos_cls": 0.2854111755732447, "loss_fcos_ctr": 0.6204723790287971, "loss_fcos_loc": 0.2015313790179789, "loss_mask": 0.2743314332328737, "loss_maskiou": 0.006110902970249299, "loss_sem_seg": 0.3156850845552981, "lr": 0.01, "mask_rcnn/accuracy": 0.8762240144505007, "mask_rcnn/false_negative": 0.10102144319148047, "mask_rcnn/false_positive": 0.1584498270121688, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.7830363791435957, "total_loss": 1.700112321152119} {"data_time": 0.017916451208293438, "eta_seconds": 120563.56965455227, "iteration": 115099, "loss_fcos_cls": 0.2718762669246644, "loss_fcos_ctr": 0.6216460773721337, "loss_fcos_loc": 0.19937089271843433, "loss_mask": 0.26986912451684475, "loss_maskiou": 0.0063002363458508626, "loss_sem_seg": 0.34391617868095636, "lr": 0.01, "mask_rcnn/accuracy": 0.8760967709452201, "mask_rcnn/false_negative": 0.08304101697645888, "mask_rcnn/false_positive": 0.13966177666726787, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.0, "time": 0.7581084510311484, "total_loss": 1.709568059319281} {"data_time": 0.016820681281387806, "eta_seconds": 120654.89569857996, "iteration": 115119, "loss_fcos_cls": 0.28095707879401743, "loss_fcos_ctr": 0.6218364918604493, "loss_fcos_loc": 0.2070172832463868, "loss_mask": 0.2733072554692626, "loss_maskiou": 0.00620634583174251, "loss_sem_seg": 0.30477121053263545, "lr": 0.01, "mask_rcnn/accuracy": 0.8756739302864003, "mask_rcnn/false_negative": 0.08343377798876897, "mask_rcnn/false_positive": 0.1584411468598973, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.5, "time": 0.7831241907551885, "total_loss": 1.705932341319567} {"data_time": 0.015521218068897724, "eta_seconds": 120642.02795731928, "iteration": 115139, "loss_fcos_cls": 0.26567897060886025, "loss_fcos_ctr": 0.6215472985059023, "loss_fcos_loc": 0.20328595419414341, "loss_mask": 0.28041966538876295, "loss_maskiou": 0.006498653849121183, "loss_sem_seg": 0.3121869480237365, "lr": 0.01, "mask_rcnn/accuracy": 0.8732256885233878, "mask_rcnn/false_negative": 0.11377414405898591, "mask_rcnn/false_positive": 0.14487106014509682, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.25, "time": 0.7781897112727165, "total_loss": 1.6805224724812433} {"data_time": 0.015900377184152603, "eta_seconds": 120626.44727167767, "iteration": 115159, "loss_fcos_cls": 0.263799526495859, "loss_fcos_ctr": 0.6230092942714691, "loss_fcos_loc": 0.2056321253767237, "loss_mask": 0.2837615627795458, "loss_maskiou": 0.006332418677629903, "loss_sem_seg": 0.29054633574560285, "lr": 0.01, "mask_rcnn/accuracy": 0.8745423260418363, "mask_rcnn/false_negative": 0.10319018870038377, "mask_rcnn/false_positive": 0.15733015272462403, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.75, "time": 0.7771023763343692, "total_loss": 1.7056014742556727} {"data_time": 0.015456420369446278, "eta_seconds": 120600.59129576012, "iteration": 115179, "loss_fcos_cls": 0.27534718927927315, "loss_fcos_ctr": 0.6201928518712521, "loss_fcos_loc": 0.2074269955046475, "loss_mask": 0.27054766565561295, "loss_maskiou": 0.005774161036242731, "loss_sem_seg": 0.3024727338925004, "lr": 0.01, "mask_rcnn/accuracy": 0.8868315995229261, "mask_rcnn/false_negative": 0.09880832285657276, "mask_rcnn/false_positive": 0.1357365514521776, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7665470922365785, "total_loss": 1.712211177466088} {"data_time": 0.016636776737868786, "eta_seconds": 120570.29394464567, "iteration": 115199, "loss_fcos_cls": 0.2725466485135257, "loss_fcos_ctr": 0.6217309031635523, "loss_fcos_loc": 0.2008900037035346, "loss_mask": 0.27464078832417727, "loss_maskiou": 0.006096940953284502, "loss_sem_seg": 0.2856010007672012, "lr": 0.01, "mask_rcnn/accuracy": 0.8710048802129547, "mask_rcnn/false_negative": 0.10270167215230272, "mask_rcnn/false_positive": 0.1648790924684965, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.0, "time": 0.7554405713453889, "total_loss": 1.6572634300391655} {"data_time": 0.0172928124666214, "eta_seconds": 120554.71648791805, "iteration": 115219, "loss_fcos_cls": 0.28043079376220703, "loss_fcos_ctr": 0.6235154084861279, "loss_fcos_loc": 0.21361350524239242, "loss_mask": 0.2946336343884468, "loss_maskiou": 0.006445370968322095, "loss_sem_seg": 0.33940778532996774, "lr": 0.01, "mask_rcnn/accuracy": 0.8717692434116504, "mask_rcnn/false_negative": 0.09738298407646372, "mask_rcnn/false_positive": 0.14705410326773138, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.7817939575761557, "total_loss": 1.7653164229850518} {"data_time": 0.017234407365322113, "eta_seconds": 120569.3908392163, "iteration": 115239, "loss_fcos_cls": 0.2590701715089381, "loss_fcos_ctr": 0.6211715526878834, "loss_fcos_loc": 0.20472921547479928, "loss_mask": 0.2765840319916606, "loss_maskiou": 0.006158023054013029, "loss_sem_seg": 0.3144427412189543, "lr": 0.01, "mask_rcnn/accuracy": 0.8813400360144057, "mask_rcnn/false_negative": 0.10144800494208897, "mask_rcnn/false_positive": 0.1316546504037759, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.25, "time": 0.7966227969154716, "total_loss": 1.7072606668371009} {"data_time": 0.017177268862724304, "eta_seconds": 120558.7202943908, "iteration": 115259, "loss_fcos_cls": 0.2600366249680519, "loss_fcos_ctr": 0.622677817940712, "loss_fcos_loc": 0.19475426815915853, "loss_mask": 0.2813421720638871, "loss_maskiou": 0.006317014456726611, "loss_sem_seg": 0.2833214020356536, "lr": 0.01, "mask_rcnn/accuracy": 0.8653873964551807, "mask_rcnn/false_negative": 0.11280563936726477, "mask_rcnn/false_positive": 0.15765573442433362, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.25, "time": 0.7851579254493117, "total_loss": 1.6631052762531908} {"data_time": 0.015880129300057888, "eta_seconds": 120579.76858000644, "iteration": 115279, "loss_fcos_cls": 0.2596599862445146, "loss_fcos_ctr": 0.6225022203288972, "loss_fcos_loc": 0.2046476430259645, "loss_mask": 0.27003956120461226, "loss_maskiou": 0.0056367302750004455, "loss_sem_seg": 0.29269964690320194, "lr": 0.01, "mask_rcnn/accuracy": 0.8732639712861889, "mask_rcnn/false_negative": 0.10125502305417713, "mask_rcnn/false_positive": 0.13329681304983734, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.25, "time": 0.7886079512536526, "total_loss": 1.6275204864286934} {"data_time": 0.016954977996647358, "eta_seconds": 120579.12632659078, "iteration": 115299, "loss_fcos_cls": 0.2668273043818772, "loss_fcos_ctr": 0.6217929003760219, "loss_fcos_loc": 0.20851645624497905, "loss_mask": 0.2816695235669613, "loss_maskiou": 0.006164881502627395, "loss_sem_seg": 0.29933956172317266, "lr": 0.01, "mask_rcnn/accuracy": 0.8805989583333333, "mask_rcnn/false_negative": 0.1025772374401353, "mask_rcnn/false_positive": 0.13515420867377587, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.7823575027287006, "total_loss": 1.6772795611850597} {"data_time": 0.01586664468050003, "eta_seconds": 120538.179001146, "iteration": 115319, "loss_fcos_cls": 0.2633091318421066, "loss_fcos_ctr": 0.6204649796709418, "loss_fcos_loc": 0.19588027545250952, "loss_mask": 0.2638276731595397, "loss_maskiou": 0.00548030155187007, "loss_sem_seg": 0.26616415684111416, "lr": 0.01, "mask_rcnn/accuracy": 0.8886882963257898, "mask_rcnn/false_negative": 0.08290859611885354, "mask_rcnn/false_positive": 0.15635476524107672, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7631518198177218, "total_loss": 1.6426596588280518} {"data_time": 0.01536620408296585, "eta_seconds": 120528.20163734537, "iteration": 115339, "loss_fcos_cls": 0.2636365620419383, "loss_fcos_ctr": 0.6216247566044331, "loss_fcos_loc": 0.19888627063483, "loss_mask": 0.2746307561174035, "loss_maskiou": 0.00620312821411062, "loss_sem_seg": 0.29476638545747846, "lr": 0.01, "mask_rcnn/accuracy": 0.8842068478104624, "mask_rcnn/false_negative": 0.08603111366710188, "mask_rcnn/false_positive": 0.15567705909824464, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.75, "time": 0.7872568126767874, "total_loss": 1.6628858097537886} {"data_time": 0.014547174796462059, "eta_seconds": 120532.36032262444, "iteration": 115359, "loss_fcos_cls": 0.2733397129923105, "loss_fcos_ctr": 0.622955278493464, "loss_fcos_loc": 0.21277101704617962, "loss_mask": 0.27950538229197264, "loss_maskiou": 0.0062439311150228605, "loss_sem_seg": 0.29429689794778824, "lr": 0.01, "mask_rcnn/accuracy": 0.8792720509881168, "mask_rcnn/false_negative": 0.08390296189075569, "mask_rcnn/false_positive": 0.16157099004854245, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.8030877290293574, "total_loss": 1.68151088628656} {"data_time": 0.01733881328254938, "eta_seconds": 120509.27937313076, "iteration": 115379, "loss_fcos_cls": 0.27006224473007023, "loss_fcos_ctr": 0.6226547732949257, "loss_fcos_loc": 0.20213753497228026, "loss_mask": 0.27566517191007733, "loss_maskiou": 0.00628707701980602, "loss_sem_seg": 0.317654425627552, "lr": 0.01, "mask_rcnn/accuracy": 0.8698029743812419, "mask_rcnn/false_negative": 0.09506071511248605, "mask_rcnn/false_positive": 0.13842799272670714, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 24.5, "time": 0.7760694902390242, "total_loss": 1.7266641624446493} {"data_time": 0.0195892546325922, "eta_seconds": 120536.30932122562, "iteration": 115399, "loss_fcos_cls": 0.2620768491178751, "loss_fcos_ctr": 0.6218875171616673, "loss_fcos_loc": 0.2097869818098843, "loss_mask": 0.27372428867965937, "loss_maskiou": 0.005867700805538334, "loss_sem_seg": 0.2922745329560712, "lr": 0.01, "mask_rcnn/accuracy": 0.8815541422626647, "mask_rcnn/false_negative": 0.09677779441699005, "mask_rcnn/false_positive": 0.1424073180313715, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.0, "time": 0.7861785655841231, "total_loss": 1.66679479785671} {"data_time": 0.016295635141432285, "eta_seconds": 120614.32099799998, "iteration": 115419, "loss_fcos_cls": 0.2574765965109691, "loss_fcos_ctr": 0.6191589068621397, "loss_fcos_loc": 0.1982659143395722, "loss_mask": 0.2737574465572834, "loss_maskiou": 0.006163642916362733, "loss_sem_seg": 0.27108749421313405, "lr": 0.01, "mask_rcnn/accuracy": 0.8746218942122304, "mask_rcnn/false_negative": 0.11512939050243894, "mask_rcnn/false_positive": 0.13478126934496992, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.793650240637362, "total_loss": 1.638637607829878} {"data_time": 0.017273913137614727, "eta_seconds": 120516.46355035249, "iteration": 115439, "loss_fcos_cls": 0.2609203536994755, "loss_fcos_ctr": 0.6214724639430642, "loss_fcos_loc": 0.20642860629595816, "loss_mask": 0.28105592634528875, "loss_maskiou": 0.005919182935031131, "loss_sem_seg": 0.3158829682506621, "lr": 0.01, "mask_rcnn/accuracy": 0.8632446316438663, "mask_rcnn/false_negative": 0.12396386191883586, "mask_rcnn/false_positive": 0.1514395031618821, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 35.25, "time": 0.7789431624114513, "total_loss": 1.7008171571651474} {"data_time": 0.016406540758907795, "eta_seconds": 120617.8466839157, "iteration": 115459, "loss_fcos_cls": 0.26175108924508095, "loss_fcos_ctr": 0.620053200982511, "loss_fcos_loc": 0.2028749415767379, "loss_mask": 0.29387354105710983, "loss_maskiou": 0.00666955304768635, "loss_sem_seg": 0.2996767515433021, "lr": 0.01, "mask_rcnn/accuracy": 0.8798478006067292, "mask_rcnn/false_negative": 0.0818624980976328, "mask_rcnn/false_positive": 0.1391679875050399, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7847966942936182, "total_loss": 1.7150364546832861} {"data_time": 0.016203906387090683, "eta_seconds": 120643.77789519913, "iteration": 115479, "loss_fcos_cls": 0.27348180511035025, "loss_fcos_ctr": 0.6196410320699215, "loss_fcos_loc": 0.20620483125094324, "loss_mask": 0.2811884740367532, "loss_maskiou": 0.006122671053162776, "loss_sem_seg": 0.3166121570393443, "lr": 0.01, "mask_rcnn/accuracy": 0.8907480703054056, "mask_rcnn/false_negative": 0.09717763425424952, "mask_rcnn/false_positive": 0.12979245990425725, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.25, "time": 0.7906721364706755, "total_loss": 1.7355037529414403} {"data_time": 0.014954634942114353, "eta_seconds": 120608.26368314121, "iteration": 115499, "loss_fcos_cls": 0.27047806279733777, "loss_fcos_ctr": 0.6216023229062557, "loss_fcos_loc": 0.21100601961370558, "loss_mask": 0.3043093550950289, "loss_maskiou": 0.006776852969778702, "loss_sem_seg": 0.2670066528953612, "lr": 0.01, "mask_rcnn/accuracy": 0.8684417517006803, "mask_rcnn/false_negative": 0.11076119092971615, "mask_rcnn/false_positive": 0.15218231270371257, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7836697129532695, "total_loss": 1.6816666804952547} {"data_time": 0.015130329877138138, "eta_seconds": 120571.01722894236, "iteration": 115519, "loss_fcos_cls": 0.2761631514877081, "loss_fcos_ctr": 0.6168604455888271, "loss_fcos_loc": 0.1998257078230381, "loss_mask": 0.28192177414894104, "loss_maskiou": 0.006302112553385086, "loss_sem_seg": 0.2600687574595213, "lr": 0.01, "mask_rcnn/accuracy": 0.8731164632638515, "mask_rcnn/false_negative": 0.10074852077902864, "mask_rcnn/false_positive": 0.12430350123230188, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.0, "time": 0.7808768888935447, "total_loss": 1.643545350554632} {"data_time": 0.017962343990802765, "eta_seconds": 120600.65565759782, "iteration": 115539, "loss_fcos_cls": 0.28060214407742023, "loss_fcos_ctr": 0.619559514336288, "loss_fcos_loc": 0.19728870724793524, "loss_mask": 0.2645741403102875, "loss_maskiou": 0.0051950213965028524, "loss_sem_seg": 0.2984617024194449, "lr": 0.01, "mask_rcnn/accuracy": 0.874876966163912, "mask_rcnn/false_negative": 0.08977664209973236, "mask_rcnn/false_positive": 0.15406407045810305, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7911837222054601, "total_loss": 1.694186023050861} {"data_time": 0.01774196233600378, "eta_seconds": 120580.78406465799, "iteration": 115559, "loss_fcos_cls": 0.2810797595884651, "loss_fcos_ctr": 0.6222258852794766, "loss_fcos_loc": 0.20116272929590195, "loss_mask": 0.2881729183718562, "loss_maskiou": 0.005993024096824229, "loss_sem_seg": 0.30025471094995737, "lr": 0.01, "mask_rcnn/accuracy": 0.8799573648904007, "mask_rcnn/false_negative": 0.1027899974658737, "mask_rcnn/false_positive": 0.14387608166177285, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7639487739652395, "total_loss": 1.6961883093172219} {"data_time": 0.016146695241332054, "eta_seconds": 120496.21819669195, "iteration": 115579, "loss_fcos_cls": 0.2610656728502363, "loss_fcos_ctr": 0.62206372898072, "loss_fcos_loc": 0.20533927995711565, "loss_mask": 0.2838241206482053, "loss_maskiou": 0.005633380609651795, "loss_sem_seg": 0.2771811094135046, "lr": 0.01, "mask_rcnn/accuracy": 0.8795280612244898, "mask_rcnn/false_negative": 0.09905487569744098, "mask_rcnn/false_positive": 0.1261553957958977, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.5, "time": 0.7707384126260877, "total_loss": 1.6807889334886568} {"data_time": 0.017341474071145058, "eta_seconds": 120423.33285596687, "iteration": 115599, "loss_fcos_cls": 0.2827582887839526, "loss_fcos_ctr": 0.6198962675407529, "loss_fcos_loc": 0.19754815427586436, "loss_mask": 0.27175401989370584, "loss_maskiou": 0.006107076034822967, "loss_sem_seg": 0.30795146292075515, "lr": 0.01, "mask_rcnn/accuracy": 0.8903353851662122, "mask_rcnn/false_negative": 0.10009172425532034, "mask_rcnn/false_positive": 0.14672354161446388, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 26.75, "time": 0.7807644885033369, "total_loss": 1.6860595279722475} {"data_time": 0.01589081436395645, "eta_seconds": 120492.96813732013, "iteration": 115619, "loss_fcos_cls": 0.2709887914825231, "loss_fcos_ctr": 0.6221508057788014, "loss_fcos_loc": 0.20254786941222847, "loss_mask": 0.2764558345079422, "loss_maskiou": 0.006128076245659031, "loss_sem_seg": 0.29125852044671774, "lr": 0.01, "mask_rcnn/accuracy": 0.8912431749015396, "mask_rcnn/false_negative": 0.10003709388097799, "mask_rcnn/false_positive": 0.14201886903564143, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7918235417455435, "total_loss": 1.6751107635500375} {"data_time": 0.017096085473895073, "eta_seconds": 120498.97534898389, "iteration": 115639, "loss_fcos_cls": 0.261220014304854, "loss_fcos_ctr": 0.6235854756087065, "loss_fcos_loc": 0.20606892928481102, "loss_mask": 0.275349635630846, "loss_maskiou": 0.005943733762251213, "loss_sem_seg": 0.2919875397346914, "lr": 0.01, "mask_rcnn/accuracy": 0.8829404875323242, "mask_rcnn/false_negative": 0.10405095805384582, "mask_rcnn/false_positive": 0.1419907906569263, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.0, "time": 0.8044633576646447, "total_loss": 1.6719771376956487} {"data_time": 0.01669446751475334, "eta_seconds": 120483.36272981856, "iteration": 115659, "loss_fcos_cls": 0.26792442752048373, "loss_fcos_ctr": 0.6205898611806333, "loss_fcos_loc": 0.20201321854256094, "loss_mask": 0.2751268078573048, "loss_maskiou": 0.00676057803502772, "loss_sem_seg": 0.29721157951280475, "lr": 0.01, "mask_rcnn/accuracy": 0.8682731494027642, "mask_rcnn/false_negative": 0.11415453274413587, "mask_rcnn/false_positive": 0.1502423270619782, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7588634826242924, "total_loss": 1.6800498812808655} {"data_time": 0.017438307404518127, "eta_seconds": 120364.90909456927, "iteration": 115679, "loss_fcos_cls": 0.26560277794487774, "loss_fcos_ctr": 0.6232604430988431, "loss_fcos_loc": 0.1993463315302506, "loss_mask": 0.27089277375489473, "loss_maskiou": 0.006674156436929479, "loss_sem_seg": 0.27940686768852174, "lr": 0.01, "mask_rcnn/accuracy": 0.8864264455782314, "mask_rcnn/false_negative": 0.09091937995394694, "mask_rcnn/false_positive": 0.13947895666671345, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.75, "time": 0.7587292781099677, "total_loss": 1.6644775969689363} {"data_time": 0.014594336040318012, "eta_seconds": 120336.23029621318, "iteration": 115699, "loss_fcos_cls": 0.2774892358575016, "loss_fcos_ctr": 0.6213227473199368, "loss_fcos_loc": 0.21112612984143198, "loss_mask": 0.2850860394537449, "loss_maskiou": 0.006122383783804253, "loss_sem_seg": 0.2881681490689516, "lr": 0.01, "mask_rcnn/accuracy": 0.883665216594768, "mask_rcnn/false_negative": 0.10727580733246463, "mask_rcnn/false_positive": 0.1381343409421027, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.75, "time": 0.7835013587027788, "total_loss": 1.7039430995791918} {"data_time": 0.016172073781490326, "eta_seconds": 120352.2969347164, "iteration": 115719, "loss_fcos_cls": 0.26457060722168535, "loss_fcos_ctr": 0.6211231267079711, "loss_fcos_loc": 0.19552926102187485, "loss_mask": 0.27686551958322525, "loss_maskiou": 0.00619119042676175, "loss_sem_seg": 0.3238536063581705, "lr": 0.01, "mask_rcnn/accuracy": 0.8834555319189228, "mask_rcnn/false_negative": 0.1015471623649794, "mask_rcnn/false_positive": 0.1339118320594022, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 29.0, "time": 0.7947782287374139, "total_loss": 1.6573726711067138} {"data_time": 0.015752212144434452, "eta_seconds": 120296.21411003266, "iteration": 115739, "loss_fcos_cls": 0.2604504288174212, "loss_fcos_ctr": 0.621393078006804, "loss_fcos_loc": 0.2043528100475669, "loss_mask": 0.2728994768112898, "loss_maskiou": 0.006069293376640417, "loss_sem_seg": 0.2951387413777411, "lr": 0.01, "mask_rcnn/accuracy": 0.8915603741496598, "mask_rcnn/false_negative": 0.08569917142880057, "mask_rcnn/false_positive": 0.11591621586500578, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.75, "time": 0.7656543552875519, "total_loss": 1.6653392736043315} {"data_time": 0.015066446736454964, "eta_seconds": 120289.43750927225, "iteration": 115759, "loss_fcos_cls": 0.28651927364990115, "loss_fcos_ctr": 0.6212189458310604, "loss_fcos_loc": 0.2056402008747682, "loss_mask": 0.28774995170533657, "loss_maskiou": 0.00687326471961569, "loss_sem_seg": 0.3190513630397618, "lr": 0.01, "mask_rcnn/accuracy": 0.8663427738442315, "mask_rcnn/false_negative": 0.08433714729879563, "mask_rcnn/false_positive": 0.14716989233254052, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.25, "time": 0.7808264475315809, "total_loss": 1.7403407075616997} {"data_time": 0.016671364195644855, "eta_seconds": 120286.91263971571, "iteration": 115779, "loss_fcos_cls": 0.2659795170184225, "loss_fcos_ctr": 0.6208346714265645, "loss_fcos_loc": 0.19985281326808035, "loss_mask": 0.27045778930187225, "loss_maskiou": 0.0067784962739096954, "loss_sem_seg": 0.27368155727162957, "lr": 0.01, "mask_rcnn/accuracy": 0.87649583642981, "mask_rcnn/false_negative": 0.09263601663017271, "mask_rcnn/false_positive": 0.14457686494957378, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7747184531763196, "total_loss": 1.6534174275730038} {"data_time": 0.017619934864342213, "eta_seconds": 120271.313348745, "iteration": 115799, "loss_fcos_cls": 0.2757034348323941, "loss_fcos_ctr": 0.6211053170263767, "loss_fcos_loc": 0.20278355572372675, "loss_mask": 0.28496331302449107, "loss_maskiou": 0.005874152237083763, "loss_sem_seg": 0.28779520001262426, "lr": 0.01, "mask_rcnn/accuracy": 0.8684433585959315, "mask_rcnn/false_negative": 0.11155788559064962, "mask_rcnn/false_positive": 0.15961403103452282, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.7917355364188552, "total_loss": 1.6687084750155918} {"data_time": 0.01520723756402731, "eta_seconds": 120255.71405777428, "iteration": 115819, "loss_fcos_cls": 0.25230108317919075, "loss_fcos_ctr": 0.6208000918850303, "loss_fcos_loc": 0.20010040828492492, "loss_mask": 0.27703164145350456, "loss_maskiou": 0.0058856083487626165, "loss_sem_seg": 0.34767700359225273, "lr": 0.01, "mask_rcnn/accuracy": 0.863340070932644, "mask_rcnn/false_negative": 0.11700819061350327, "mask_rcnn/false_positive": 0.15110124534779748, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 25.25, "time": 0.7940596854314208, "total_loss": 1.7093965132007725} {"data_time": 0.01706775091588497, "eta_seconds": 120332.57603413984, "iteration": 115839, "loss_fcos_cls": 0.2694811965338886, "loss_fcos_ctr": 0.6195621825754642, "loss_fcos_loc": 0.20279736700467765, "loss_mask": 0.28001420106738806, "loss_maskiou": 0.006294263625022722, "loss_sem_seg": 0.3178848291281611, "lr": 0.01, "mask_rcnn/accuracy": 0.8814194606413994, "mask_rcnn/false_negative": 0.11707934979081251, "mask_rcnn/false_positive": 0.12450763140309346, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.25, "time": 0.7878558989614248, "total_loss": 1.7057487662241329} {"data_time": 0.015971651300787926, "eta_seconds": 120372.51062473934, "iteration": 115859, "loss_fcos_cls": 0.27249431679956615, "loss_fcos_ctr": 0.6214342396706343, "loss_fcos_loc": 0.20596340158954263, "loss_mask": 0.2833744715899229, "loss_maskiou": 0.006203929704497568, "loss_sem_seg": 0.29220768250525, "lr": 0.01, "mask_rcnn/accuracy": 0.8763992802328924, "mask_rcnn/false_negative": 0.08231068034544947, "mask_rcnn/false_positive": 0.15111165952378253, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7928178571164608, "total_loss": 1.6916200578343705} {"data_time": 0.016575233079493046, "eta_seconds": 120322.81071279757, "iteration": 115879, "loss_fcos_cls": 0.2668030527420342, "loss_fcos_ctr": 0.619579647667706, "loss_fcos_loc": 0.19555656367447227, "loss_mask": 0.25775011349469423, "loss_maskiou": 0.005491870506375562, "loss_sem_seg": 0.2823244761675596, "lr": 0.01, "mask_rcnn/accuracy": 0.8688432409078202, "mask_rcnn/false_negative": 0.09421277474374323, "mask_rcnn/false_positive": 0.17957308891354604, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7650851029902697, "total_loss": 1.622129931303789} {"data_time": 0.016127449460327625, "eta_seconds": 120307.19664194249, "iteration": 115899, "loss_fcos_cls": 0.26758832740597427, "loss_fcos_ctr": 0.6196246137842536, "loss_fcos_loc": 0.20758679858408868, "loss_mask": 0.279443365521729, "loss_maskiou": 0.006280398505623452, "loss_sem_seg": 0.2972958742175251, "lr": 0.01, "mask_rcnn/accuracy": 0.8767032539408015, "mask_rcnn/false_negative": 0.10259769585328349, "mask_rcnn/false_positive": 0.16382142090230142, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.25, "time": 0.7744596591219306, "total_loss": 1.6767505522439023} {"data_time": 0.01761447172611952, "eta_seconds": 120325.65514412429, "iteration": 115919, "loss_fcos_cls": 0.2717347869183868, "loss_fcos_ctr": 0.6225210502743721, "loss_fcos_loc": 0.21762002166360617, "loss_mask": 0.2904654936864972, "loss_maskiou": 0.006061792293621693, "loss_sem_seg": 0.34180584736168385, "lr": 0.01, "mask_rcnn/accuracy": 0.8858750362176178, "mask_rcnn/false_negative": 0.09731191879003925, "mask_rcnn/false_positive": 0.1271524294691314, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.7911842577159405, "total_loss": 1.762205240302137} {"data_time": 0.015922540798783302, "eta_seconds": 120310.03665058594, "iteration": 115939, "loss_fcos_cls": 0.28337777563137934, "loss_fcos_ctr": 0.6231920551508665, "loss_fcos_loc": 0.2169146751984954, "loss_mask": 0.28395453095436096, "loss_maskiou": 0.006262190581765026, "loss_sem_seg": 0.3171361731365323, "lr": 0.01, "mask_rcnn/accuracy": 0.8660558493147779, "mask_rcnn/false_negative": 0.11488555155379798, "mask_rcnn/false_positive": 0.15585161749022397, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.5, "time": 0.7735063750296831, "total_loss": 1.7362247427954571} {"data_time": 0.016681339591741562, "eta_seconds": 120280.16880773194, "iteration": 115959, "loss_fcos_cls": 0.2821814191993326, "loss_fcos_ctr": 0.6238241884857416, "loss_fcos_loc": 0.20628674747422338, "loss_mask": 0.28555833362042904, "loss_maskiou": 0.006833490697317757, "loss_sem_seg": 0.30048635229468346, "lr": 0.01, "mask_rcnn/accuracy": 0.8778606102635229, "mask_rcnn/false_negative": 0.10811098185850014, "mask_rcnn/false_positive": 0.13211932473806945, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.75, "time": 0.7768501788377762, "total_loss": 1.7027205292433791} {"data_time": 0.016968276351690292, "eta_seconds": 120264.55216426589, "iteration": 115979, "loss_fcos_cls": 0.26516178320162, "loss_fcos_ctr": 0.6185931982472539, "loss_fcos_loc": 0.19816066476050764, "loss_mask": 0.28029639553278685, "loss_maskiou": 0.006606992086744867, "loss_sem_seg": 0.3140832935459912, "lr": 0.01, "mask_rcnn/accuracy": 0.8670465304916293, "mask_rcnn/false_negative": 0.08605367709732487, "mask_rcnn/false_positive": 0.16307036327271773, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7801629919558764, "total_loss": 1.732486184730078} {"data_time": 0.015320874750614166, "eta_seconds": 120279.76507052314, "iteration": 115999, "loss_fcos_cls": 0.289317017653957, "loss_fcos_ctr": 0.6254437323659658, "loss_fcos_loc": 0.21819209516979754, "loss_mask": 0.30392803996801376, "loss_maskiou": 0.007453036290826276, "loss_sem_seg": 0.3168918560259044, "lr": 0.01, "mask_rcnn/accuracy": 0.8680128766998358, "mask_rcnn/false_negative": 0.11393201643044529, "mask_rcnn/false_positive": 0.1514305843304253, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7883004350587726, "total_loss": 1.7746512789672124} {"data_time": 0.01735679619014263, "eta_seconds": 120213.512216812, "iteration": 116019, "loss_fcos_cls": 0.28146354062482715, "loss_fcos_ctr": 0.6223890781402588, "loss_fcos_loc": 0.21254037413746119, "loss_mask": 0.28008153522387147, "loss_maskiou": 0.005964826326817274, "loss_sem_seg": 0.3176841111853719, "lr": 0.01, "mask_rcnn/accuracy": 0.8642790325915393, "mask_rcnn/false_negative": 0.10177836044204353, "mask_rcnn/false_positive": 0.15817191844346495, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7769157346338034, "total_loss": 1.7216886992100626} {"data_time": 0.01675098016858101, "eta_seconds": 120197.89814595692, "iteration": 116039, "loss_fcos_cls": 0.28169374726712704, "loss_fcos_ctr": 0.6245274124667048, "loss_fcos_loc": 0.20723258866928518, "loss_mask": 0.2814462371170521, "loss_maskiou": 0.006039524345396785, "loss_sem_seg": 0.32567396317608654, "lr": 0.01, "mask_rcnn/accuracy": 0.8999833768093704, "mask_rcnn/false_negative": 0.10230148920459353, "mask_rcnn/false_positive": 0.10603525704843605, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.0, "time": 0.7902846755459905, "total_loss": 1.709978707920527} {"data_time": 0.01706869527697563, "eta_seconds": 120160.85188388452, "iteration": 116059, "loss_fcos_cls": 0.2722080494277179, "loss_fcos_ctr": 0.6205108677968383, "loss_fcos_loc": 0.2000130155356601, "loss_mask": 0.2824600599706173, "loss_maskiou": 0.006604980866541155, "loss_sem_seg": 0.305135702714324, "lr": 0.01, "mask_rcnn/accuracy": 0.8896826170885435, "mask_rcnn/false_negative": 0.07455588216770122, "mask_rcnn/false_positive": 0.10847945311640433, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7676984630525112, "total_loss": 1.7116164612525608} {"data_time": 0.01674042735248804, "eta_seconds": 120106.06330131926, "iteration": 116079, "loss_fcos_cls": 0.27427680022083223, "loss_fcos_ctr": 0.6260621035471559, "loss_fcos_loc": 0.20772071974352002, "loss_mask": 0.2744996789842844, "loss_maskiou": 0.006560709793120623, "loss_sem_seg": 0.3110603061504662, "lr": 0.01, "mask_rcnn/accuracy": 0.8705712348230431, "mask_rcnn/false_negative": 0.11725101071984259, "mask_rcnn/false_positive": 0.16427621765229222, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7620189683511853, "total_loss": 1.6957544354881975} {"data_time": 0.014992307871580124, "eta_seconds": 120151.05593339168, "iteration": 116099, "loss_fcos_cls": 0.2681778867263347, "loss_fcos_ctr": 0.6189273986965418, "loss_fcos_loc": 0.19953833101317286, "loss_mask": 0.2696205172687769, "loss_maskiou": 0.006600484222872183, "loss_sem_seg": 0.2828696151264012, "lr": 0.01, "mask_rcnn/accuracy": 0.9034842253227822, "mask_rcnn/false_negative": 0.07456118864804176, "mask_rcnn/false_positive": 0.1064079043550163, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 25.5, "time": 0.7853847183287144, "total_loss": 1.666485331930744} {"data_time": 0.014940381050109863, "eta_seconds": 120074.85090968944, "iteration": 116119, "loss_fcos_cls": 0.267604534747079, "loss_fcos_ctr": 0.6210216451436281, "loss_fcos_loc": 0.20507007278501987, "loss_mask": 0.2779892422258854, "loss_maskiou": 0.0057582764129620045, "loss_sem_seg": 0.26860904274508357, "lr": 0.01, "mask_rcnn/accuracy": 0.8604078478919039, "mask_rcnn/false_negative": 0.10895708002470418, "mask_rcnn/false_positive": 0.1693541832219636, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.0, "time": 0.7607081048190594, "total_loss": 1.652370015377528} {"data_time": 0.016513229347765446, "eta_seconds": 120059.24471387453, "iteration": 116139, "loss_fcos_cls": 0.2782882102765143, "loss_fcos_ctr": 0.6203325856477022, "loss_fcos_loc": 0.20330644119530916, "loss_mask": 0.26454666117206216, "loss_maskiou": 0.00668127546668984, "loss_sem_seg": 0.3040446159429848, "lr": 0.01, "mask_rcnn/accuracy": 0.8692091906377621, "mask_rcnn/false_negative": 0.11700606219136733, "mask_rcnn/false_positive": 0.13492775780318694, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.784651723690331, "total_loss": 1.7010606005205773} {"data_time": 0.015311839990317822, "eta_seconds": 120063.76286502648, "iteration": 116159, "loss_fcos_cls": 0.27830165764316916, "loss_fcos_ctr": 0.6223721383139491, "loss_fcos_loc": 0.2052082996815443, "loss_mask": 0.2815926494076848, "loss_maskiou": 0.006837910725153051, "loss_sem_seg": 0.2999576006550342, "lr": 0.01, "mask_rcnn/accuracy": 0.8841326530612245, "mask_rcnn/false_negative": 0.09260001423885986, "mask_rcnn/false_positive": 0.14665215344862587, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.25, "time": 0.7804080322384834, "total_loss": 1.675467086592107} {"data_time": 0.017278514802455902, "eta_seconds": 120043.14392695576, "iteration": 116179, "loss_fcos_cls": 0.25732884905301034, "loss_fcos_ctr": 0.6188906151801348, "loss_fcos_loc": 0.19812091684434563, "loss_mask": 0.28496272023767233, "loss_maskiou": 0.0059838744600710925, "loss_sem_seg": 0.29912547674030066, "lr": 0.01, "mask_rcnn/accuracy": 0.8772705789905249, "mask_rcnn/false_negative": 0.09392740075566364, "mask_rcnn/false_positive": 0.15075090119707768, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.5, "time": 0.7737073469907045, "total_loss": 1.653326135892712} {"data_time": 0.014831071719527245, "eta_seconds": 120139.39689107984, "iteration": 116199, "loss_fcos_cls": 0.2730243066325784, "loss_fcos_ctr": 0.6217133526224643, "loss_fcos_loc": 0.2011029007844627, "loss_mask": 0.270835074596107, "loss_maskiou": 0.005960758178844117, "loss_sem_seg": 0.31773010827600956, "lr": 0.01, "mask_rcnn/accuracy": 0.8904138876936317, "mask_rcnn/false_negative": 0.09197459382294673, "mask_rcnn/false_positive": 0.14913148760365044, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7864973843097687, "total_loss": 1.6932424187180004} {"data_time": 0.016295503824949265, "eta_seconds": 120137.20475638658, "iteration": 116219, "loss_fcos_cls": 0.27461249521002173, "loss_fcos_ctr": 0.6193529739975929, "loss_fcos_loc": 0.20110107632353902, "loss_mask": 0.28493355121463537, "loss_maskiou": 0.007087517878971994, "loss_sem_seg": 0.314594566822052, "lr": 0.01, "mask_rcnn/accuracy": 0.8601066499443086, "mask_rcnn/false_negative": 0.07732266034215832, "mask_rcnn/false_positive": 0.21703616100393394, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.25, "time": 0.7896093064919114, "total_loss": 1.7148589531861944} {"data_time": 0.014689311385154724, "eta_seconds": 120108.15147735924, "iteration": 116239, "loss_fcos_cls": 0.27133614337071776, "loss_fcos_ctr": 0.6244057305157185, "loss_fcos_loc": 0.2058537774719298, "loss_mask": 0.2710967231541872, "loss_maskiou": 0.005599390788120218, "loss_sem_seg": 0.33657217817381024, "lr": 0.01, "mask_rcnn/accuracy": 0.8758502154527501, "mask_rcnn/false_negative": 0.10564400555734454, "mask_rcnn/false_positive": 0.1631818124993607, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7764332108199596, "total_loss": 1.706196712453675} {"data_time": 0.015148723497986794, "eta_seconds": 120040.36496478226, "iteration": 116259, "loss_fcos_cls": 0.2658099679974839, "loss_fcos_ctr": 0.6211380399763584, "loss_fcos_loc": 0.20254559395834804, "loss_mask": 0.27264044201001525, "loss_maskiou": 0.0059519756032386795, "loss_sem_seg": 0.32407415891066194, "lr": 0.01, "mask_rcnn/accuracy": 0.8964614771706785, "mask_rcnn/false_negative": 0.08704827564155954, "mask_rcnn/false_positive": 0.12435297565946836, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.5, "time": 0.7716825334355235, "total_loss": 1.6984335617235047} {"data_time": 0.01728137955069542, "eta_seconds": 119975.71056194324, "iteration": 116279, "loss_fcos_cls": 0.2714631203562021, "loss_fcos_ctr": 0.6218053856864572, "loss_fcos_loc": 0.20461568236351013, "loss_mask": 0.28614931739866734, "loss_maskiou": 0.006718613723933231, "loss_sem_seg": 0.2953795399516821, "lr": 0.01, "mask_rcnn/accuracy": 0.8815242847980944, "mask_rcnn/false_negative": 0.10330359923533042, "mask_rcnn/false_positive": 0.13660289287563757, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.0, "time": 0.7738872012123466, "total_loss": 1.7099413525429554} {"data_time": 0.01602984219789505, "eta_seconds": 119973.51644724235, "iteration": 116299, "loss_fcos_cls": 0.27473857859149575, "loss_fcos_ctr": 0.6216823719441891, "loss_fcos_loc": 0.20269341801758856, "loss_mask": 0.2888950537890196, "loss_maskiou": 0.00696418278675992, "loss_sem_seg": 0.28344104904681444, "lr": 0.01, "mask_rcnn/accuracy": 0.8744558379816738, "mask_rcnn/false_negative": 0.0916873289508317, "mask_rcnn/false_positive": 0.16609186376005228, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7838295996189117, "total_loss": 1.680661941449216} {"data_time": 0.016279573552310467, "eta_seconds": 119957.9051608555, "iteration": 116319, "loss_fcos_cls": 0.2776385508477688, "loss_fcos_ctr": 0.6206322852522135, "loss_fcos_loc": 0.21157228504307568, "loss_mask": 0.28611858654767275, "loss_maskiou": 0.007009267443208955, "loss_sem_seg": 0.3024453199468553, "lr": 0.01, "mask_rcnn/accuracy": 0.8670781165374111, "mask_rcnn/false_negative": 0.1070184066023549, "mask_rcnn/false_positive": 0.15208290754458814, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7671674778684974, "total_loss": 1.6959539633680834} {"data_time": 0.015203998424112797, "eta_seconds": 119923.28355641756, "iteration": 116339, "loss_fcos_cls": 0.28294450300745666, "loss_fcos_ctr": 0.6245881989598274, "loss_fcos_loc": 0.2094049247680232, "loss_mask": 0.29756245389580727, "loss_maskiou": 0.006968512665480375, "loss_sem_seg": 0.2880942663177848, "lr": 0.01, "mask_rcnn/accuracy": 0.8708562023294166, "mask_rcnn/false_negative": 0.11711431011222848, "mask_rcnn/false_positive": 0.1402967282689649, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7872108481824398, "total_loss": 1.7255148825061042} {"data_time": 0.017025000415742397, "eta_seconds": 119833.4872185504, "iteration": 116359, "loss_fcos_cls": 0.275228020735085, "loss_fcos_ctr": 0.6203882871195674, "loss_fcos_loc": 0.20112935407087207, "loss_mask": 0.27646027598530054, "loss_maskiou": 0.005580955024925061, "loss_sem_seg": 0.29908721055835485, "lr": 0.01, "mask_rcnn/accuracy": 0.8848150889994111, "mask_rcnn/false_negative": 0.09376008220863663, "mask_rcnn/false_positive": 0.1497981664326576, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7806708496063948, "total_loss": 1.666594766353228} {"data_time": 0.016157139092683792, "eta_seconds": 119897.66285827104, "iteration": 116379, "loss_fcos_cls": 0.2754535742569715, "loss_fcos_ctr": 0.6237995699048042, "loss_fcos_loc": 0.20314553834032267, "loss_mask": 0.2692791223526001, "loss_maskiou": 0.006232602609088644, "loss_sem_seg": 0.3065497044008225, "lr": 0.01, "mask_rcnn/accuracy": 0.8734889495704385, "mask_rcnn/false_negative": 0.08263378912161388, "mask_rcnn/false_positive": 0.17867516271940462, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7879698695614934, "total_loss": 1.6640742138260975} {"data_time": 0.015034504234790802, "eta_seconds": 119871.4541598633, "iteration": 116399, "loss_fcos_cls": 0.2700923371594399, "loss_fcos_ctr": 0.6208396824076772, "loss_fcos_loc": 0.20889898878522217, "loss_mask": 0.2820068188011646, "loss_maskiou": 0.005724731177906506, "loss_sem_seg": 0.29146662657149136, "lr": 0.01, "mask_rcnn/accuracy": 0.8770184314356396, "mask_rcnn/false_negative": 0.07294678423481954, "mask_rcnn/false_positive": 0.15205876288848683, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.25, "time": 0.770565714687109, "total_loss": 1.6991124243868398} {"data_time": 0.015379456803202629, "eta_seconds": 119744.4426784683, "iteration": 116419, "loss_fcos_cls": 0.2617802598979324, "loss_fcos_ctr": 0.6215068944729865, "loss_fcos_loc": 0.2102296156808734, "loss_mask": 0.2777877599000931, "loss_maskiou": 0.0061758421652484685, "loss_sem_seg": 0.3239714875817299, "lr": 0.01, "mask_rcnn/accuracy": 0.8613565278106095, "mask_rcnn/false_negative": 0.11080462867294451, "mask_rcnn/false_positive": 0.15617289539274598, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7669275589287281, "total_loss": 1.66991154482821} {"data_time": 0.01648243609815836, "eta_seconds": 119598.76288265269, "iteration": 116439, "loss_fcos_cls": 0.27842028392478824, "loss_fcos_ctr": 0.618355754762888, "loss_fcos_loc": 0.2009200588800013, "loss_mask": 0.2610162324272096, "loss_maskiou": 0.00612790510058403, "loss_sem_seg": 0.3045779634267092, "lr": 0.01, "mask_rcnn/accuracy": 0.874215070643642, "mask_rcnn/false_negative": 0.08185582105559466, "mask_rcnn/false_positive": 0.13131587055785976, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.25, "time": 0.7588036078959703, "total_loss": 1.6698323900127434} {"data_time": 0.017535880208015442, "eta_seconds": 119583.18617204484, "iteration": 116459, "loss_fcos_cls": 0.28079526824876666, "loss_fcos_ctr": 0.6225946098566055, "loss_fcos_loc": 0.20423844084143639, "loss_mask": 0.2759528961032629, "loss_maskiou": 0.006087939647841267, "loss_sem_seg": 0.2904945539776236, "lr": 0.01, "mask_rcnn/accuracy": 0.8673069227691077, "mask_rcnn/false_negative": 0.11161090380743029, "mask_rcnn/false_positive": 0.1336473078181358, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.0, "time": 0.7866646470502019, "total_loss": 1.659022292267764} {"data_time": 0.014837104827165604, "eta_seconds": 119548.70353696216, "iteration": 116479, "loss_fcos_cls": 0.2525614066980779, "loss_fcos_ctr": 0.6203688913956285, "loss_fcos_loc": 0.21229091566056013, "loss_mask": 0.2808065488934517, "loss_maskiou": 0.0060362641961546615, "loss_sem_seg": 0.2972293789498508, "lr": 0.01, "mask_rcnn/accuracy": 0.8736193841680593, "mask_rcnn/false_negative": 0.10025804102328635, "mask_rcnn/false_positive": 0.16391671494320914, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7784661622717977, "total_loss": 1.682014533347683} {"data_time": 0.017399780452251434, "eta_seconds": 119521.41008672956, "iteration": 116499, "loss_fcos_cls": 0.2826459929347038, "loss_fcos_ctr": 0.623644519597292, "loss_fcos_loc": 0.21196542400866747, "loss_mask": 0.26763064600527287, "loss_maskiou": 0.00651765990187414, "loss_sem_seg": 0.3277673274278641, "lr": 0.01, "mask_rcnn/accuracy": 0.8725780490767736, "mask_rcnn/false_negative": 0.09433313488891495, "mask_rcnn/false_positive": 0.1644275221223171, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7626132322475314, "total_loss": 1.7163713121553883} {"data_time": 0.014054236002266407, "eta_seconds": 119494.94974477962, "iteration": 116519, "loss_fcos_cls": 0.27903993311338127, "loss_fcos_ctr": 0.6215532552450895, "loss_fcos_loc": 0.20110624888911843, "loss_mask": 0.28036538418382406, "loss_maskiou": 0.006296642673987662, "loss_sem_seg": 0.30030103819444776, "lr": 0.01, "mask_rcnn/accuracy": 0.8954401273851997, "mask_rcnn/false_negative": 0.09899099639497419, "mask_rcnn/false_positive": 0.11301247000838302, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.75, "time": 0.7884296700358391, "total_loss": 1.6789945059281308} {"data_time": 0.01619029976427555, "eta_seconds": 119458.54689137358, "iteration": 116539, "loss_fcos_cls": 0.25974178907927126, "loss_fcos_ctr": 0.6216335985809565, "loss_fcos_loc": 0.20506379182916135, "loss_mask": 0.2756337858736515, "loss_maskiou": 0.006411727634258568, "loss_sem_seg": 0.2684924532659352, "lr": 0.01, "mask_rcnn/accuracy": 0.8612547533520178, "mask_rcnn/false_negative": 0.09756897093772764, "mask_rcnn/false_positive": 0.17565620721063344, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.25, "time": 0.7744660032913089, "total_loss": 1.652984463940811} {"data_time": 0.015643054619431496, "eta_seconds": 119474.691924599, "iteration": 116559, "loss_fcos_cls": 0.26913702313322574, "loss_fcos_ctr": 0.6236276105046272, "loss_fcos_loc": 0.209844246332068, "loss_mask": 0.27489921636879444, "loss_maskiou": 0.006453711583162658, "loss_sem_seg": 0.29825144121423364, "lr": 0.01, "mask_rcnn/accuracy": 0.8879335238494224, "mask_rcnn/false_negative": 0.07402643294617671, "mask_rcnn/false_positive": 0.15135225887756312, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7744818730279803, "total_loss": 1.687452676211251} {"data_time": 0.015333574265241623, "eta_seconds": 119516.42700960394, "iteration": 116579, "loss_fcos_cls": 0.2635092760901898, "loss_fcos_ctr": 0.6207755701616406, "loss_fcos_loc": 0.19864056049846113, "loss_mask": 0.2666898528113961, "loss_maskiou": 0.006161489553051069, "loss_sem_seg": 0.2733460827730596, "lr": 0.01, "mask_rcnn/accuracy": 0.8833739941127045, "mask_rcnn/false_negative": 0.11227712860301531, "mask_rcnn/false_positive": 0.12811664517467652, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 26.0, "time": 0.8001272035762668, "total_loss": 1.6360075667471392} {"data_time": 0.01675659790635109, "eta_seconds": 119553.56516089384, "iteration": 116599, "loss_fcos_cls": 0.28071079798974097, "loss_fcos_ctr": 0.6227344828657806, "loss_fcos_loc": 0.20864070183597505, "loss_mask": 0.28739155316725373, "loss_maskiou": 0.0067141876788809896, "loss_sem_seg": 0.3094771523028612, "lr": 0.01, "mask_rcnn/accuracy": 0.8814488675537783, "mask_rcnn/false_negative": 0.10886530652064941, "mask_rcnn/false_positive": 0.13047672253070863, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7948249168694019, "total_loss": 1.7295006621352513} {"data_time": 0.016816293820738792, "eta_seconds": 119485.26662686374, "iteration": 116619, "loss_fcos_cls": 0.26660714601166546, "loss_fcos_ctr": 0.6250448590144515, "loss_fcos_loc": 0.21497473865747452, "loss_mask": 0.2821182240732014, "loss_maskiou": 0.006570604557055049, "loss_sem_seg": 0.3009717119857669, "lr": 0.01, "mask_rcnn/accuracy": 0.869937870309414, "mask_rcnn/false_negative": 0.11937761321638865, "mask_rcnn/false_positive": 0.14084490325866816, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.0, "time": 0.784485544078052, "total_loss": 1.7020265627725166} {"data_time": 0.016194580122828484, "eta_seconds": 119401.52193306759, "iteration": 116639, "loss_fcos_cls": 0.2622566076461226, "loss_fcos_ctr": 0.6239881850779057, "loss_fcos_loc": 0.2054745953064412, "loss_mask": 0.2952208770439029, "loss_maskiou": 0.006496746267657727, "loss_sem_seg": 0.31795585434883833, "lr": 0.01, "mask_rcnn/accuracy": 0.8808429870621989, "mask_rcnn/false_negative": 0.09428596289184585, "mask_rcnn/false_positive": 0.14875416542395914, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7640184815973043, "total_loss": 1.7030625774132204} {"data_time": 0.0169333815574646, "eta_seconds": 119506.80396696646, "iteration": 116659, "loss_fcos_cls": 0.262822134885937, "loss_fcos_ctr": 0.6250680461525917, "loss_fcos_loc": 0.20880077395122498, "loss_mask": 0.2849211944267154, "loss_maskiou": 0.006144954371848144, "loss_sem_seg": 0.3005421911366284, "lr": 0.01, "mask_rcnn/accuracy": 0.8753733961939206, "mask_rcnn/false_negative": 0.11335398271425, "mask_rcnn/false_positive": 0.1353063870086019, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7993419514968991, "total_loss": 1.682690857705893} {"data_time": 0.015782694332301617, "eta_seconds": 119622.41983935703, "iteration": 116679, "loss_fcos_cls": 0.2698376001790166, "loss_fcos_ctr": 0.622723245061934, "loss_fcos_loc": 0.2115274399984628, "loss_mask": 0.2881181435659528, "loss_maskiou": 0.006857678301457781, "loss_sem_seg": 0.2953041405417025, "lr": 0.01, "mask_rcnn/accuracy": 0.8726125408234573, "mask_rcnn/false_negative": 0.10301131677120609, "mask_rcnn/false_positive": 0.16152477911779695, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7831000573933125, "total_loss": 1.7051286168425577} {"data_time": 0.016133692115545273, "eta_seconds": 119570.56381990388, "iteration": 116699, "loss_fcos_cls": 0.2786122056422755, "loss_fcos_ctr": 0.6219068383798003, "loss_fcos_loc": 0.21055882587097585, "loss_mask": 0.2767569590359926, "loss_maskiou": 0.006750183030817425, "loss_sem_seg": 0.3297395217232406, "lr": 0.01, "mask_rcnn/accuracy": 0.8800481221379016, "mask_rcnn/false_negative": 0.09802800976349024, "mask_rcnn/false_positive": 0.15007860120817534, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7716317903250456, "total_loss": 1.7235238708672114} {"data_time": 0.016244368627667427, "eta_seconds": 119510.53788032569, "iteration": 116719, "loss_fcos_cls": 0.2694636455271393, "loss_fcos_ctr": 0.6225349334999919, "loss_fcos_loc": 0.20293916924856603, "loss_mask": 0.2652329634875059, "loss_maskiou": 0.0060212177922949195, "loss_sem_seg": 0.2844700519926846, "lr": 0.01, "mask_rcnn/accuracy": 0.8835855337280543, "mask_rcnn/false_negative": 0.07906269037731062, "mask_rcnn/false_positive": 0.12236262705181197, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.75, "time": 0.7846985487267375, "total_loss": 1.6643465994857252} {"data_time": 0.019276663661003113, "eta_seconds": 119613.63501677848, "iteration": 116739, "loss_fcos_cls": 0.27364702173508704, "loss_fcos_ctr": 0.6220417972654104, "loss_fcos_loc": 0.20322107407264411, "loss_mask": 0.28656576108187437, "loss_maskiou": 0.006457115334342234, "loss_sem_seg": 0.31077929423190653, "lr": 0.01, "mask_rcnn/accuracy": 0.8936434659090909, "mask_rcnn/false_negative": 0.0971890033097022, "mask_rcnn/false_positive": 0.12198331037576038, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 23.5, "time": 0.8073532525449991, "total_loss": 1.7093718670585076} {"data_time": 0.0150319654494524, "eta_seconds": 119616.38439348154, "iteration": 116759, "loss_fcos_cls": 0.2840178506448865, "loss_fcos_ctr": 0.6235447051003575, "loss_fcos_loc": 0.20263724634423852, "loss_mask": 0.287122237496078, "loss_maskiou": 0.006651105752098374, "loss_sem_seg": 0.30934925959445536, "lr": 0.01, "mask_rcnn/accuracy": 0.866009385549128, "mask_rcnn/false_negative": 0.11150089879310043, "mask_rcnn/false_positive": 0.1611007691752978, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7860365463420749, "total_loss": 1.7530244950103224} {"data_time": 0.0173956211656332, "eta_seconds": 119600.77285552584, "iteration": 116779, "loss_fcos_cls": 0.2665796452201903, "loss_fcos_ctr": 0.6218546479940414, "loss_fcos_loc": 0.20882017735857517, "loss_mask": 0.28330773022025824, "loss_maskiou": 0.007021932848147117, "loss_sem_seg": 0.3025977769866586, "lr": 0.01, "mask_rcnn/accuracy": 0.8866699729083007, "mask_rcnn/false_negative": 0.10060601803841579, "mask_rcnn/false_positive": 0.13791102015972243, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.0, "time": 0.765918742865324, "total_loss": 1.7305512767197797} {"data_time": 0.01647490356117487, "eta_seconds": 119566.80759100802, "iteration": 116799, "loss_fcos_cls": 0.26495118951424956, "loss_fcos_ctr": 0.6209959010593593, "loss_fcos_loc": 0.20448699034750462, "loss_mask": 0.26543824933469296, "loss_maskiou": 0.005287016917463916, "loss_sem_seg": 0.3056396599858999, "lr": 0.01, "mask_rcnn/accuracy": 0.8970025510204082, "mask_rcnn/false_negative": 0.08265229588598555, "mask_rcnn/false_positive": 0.11767357807192144, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.8048392133787274, "total_loss": 1.6845163705438608} {"data_time": 0.017045538872480392, "eta_seconds": 119543.68278632313, "iteration": 116819, "loss_fcos_cls": 0.26301454193890095, "loss_fcos_ctr": 0.6205119299702346, "loss_fcos_loc": 0.20117401657626033, "loss_mask": 0.281130441930145, "loss_maskiou": 0.0064918913776637055, "loss_sem_seg": 0.29878831980749965, "lr": 0.01, "mask_rcnn/accuracy": 0.8748803285793082, "mask_rcnn/false_negative": 0.1078720368201334, "mask_rcnn/false_positive": 0.13972630438095401, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.25, "time": 0.7841419912874699, "total_loss": 1.6731487728211505} {"data_time": 0.017647892236709595, "eta_seconds": 119488.36671893485, "iteration": 116839, "loss_fcos_cls": 0.25899736396968365, "loss_fcos_ctr": 0.6161543745547533, "loss_fcos_loc": 0.19557620643172413, "loss_mask": 0.2774466872215271, "loss_maskiou": 0.006022090703481808, "loss_sem_seg": 0.2865653792396188, "lr": 0.01, "mask_rcnn/accuracy": 0.8931361607142857, "mask_rcnn/false_negative": 0.10732221006417461, "mask_rcnn/false_positive": 0.11469383920499533, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7807180741801858, "total_loss": 1.6457376423823007} {"data_time": 0.01752322167158127, "eta_seconds": 119472.76374340989, "iteration": 116859, "loss_fcos_cls": 0.2718230686150491, "loss_fcos_ctr": 0.6208494007587433, "loss_fcos_loc": 0.20132685778662562, "loss_mask": 0.2764027314260602, "loss_maskiou": 0.005960555965430103, "loss_sem_seg": 0.32803830644115806, "lr": 0.01, "mask_rcnn/accuracy": 0.8687240173847317, "mask_rcnn/false_negative": 0.09967491190800773, "mask_rcnn/false_positive": 0.1564326284029192, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.25, "time": 0.7908541904762387, "total_loss": 1.6862070576607948} {"data_time": 0.018954193219542503, "eta_seconds": 119484.7019374175, "iteration": 116879, "loss_fcos_cls": 0.2719264314509928, "loss_fcos_ctr": 0.621839071623981, "loss_fcos_loc": 0.20122318714857101, "loss_mask": 0.27762251580134034, "loss_maskiou": 0.00693417831644183, "loss_sem_seg": 0.29148866003379226, "lr": 0.01, "mask_rcnn/accuracy": 0.8836837709465029, "mask_rcnn/false_negative": 0.08552635469915977, "mask_rcnn/false_positive": 0.12527649382066908, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7753946352750063, "total_loss": 1.6557319749917951} {"data_time": 0.01597036700695753, "eta_seconds": 119492.6241196813, "iteration": 116899, "loss_fcos_cls": 0.285714894765988, "loss_fcos_ctr": 0.6220365529879928, "loss_fcos_loc": 0.2049085118342191, "loss_mask": 0.2882166597992182, "loss_maskiou": 0.006618555620661937, "loss_sem_seg": 0.28492858447134495, "lr": 0.01, "mask_rcnn/accuracy": 0.8637145555034468, "mask_rcnn/false_negative": 0.1014539941480826, "mask_rcnn/false_positive": 0.148854754573792, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.7863992294296622, "total_loss": 1.687860171936336} {"data_time": 0.015051595866680145, "eta_seconds": 119477.01447322313, "iteration": 116919, "loss_fcos_cls": 0.2858668421395123, "loss_fcos_ctr": 0.624089783988893, "loss_fcos_loc": 0.20678376138675958, "loss_mask": 0.29487680550664663, "loss_maskiou": 0.006390314214513637, "loss_sem_seg": 0.31708161486312747, "lr": 0.01, "mask_rcnn/accuracy": 0.8745860222098469, "mask_rcnn/false_negative": 0.08458229152716903, "mask_rcnn/false_positive": 0.14861254317080363, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7858498599380255, "total_loss": 1.7490475930680986} {"data_time": 0.01692091766744852, "eta_seconds": 119450.03382245451, "iteration": 116939, "loss_fcos_cls": 0.26682938053272665, "loss_fcos_ctr": 0.6222185278311372, "loss_fcos_loc": 0.2027265626238659, "loss_mask": 0.27281516790390015, "loss_maskiou": 0.00613105455704499, "loss_sem_seg": 0.2879177313297987, "lr": 0.01, "mask_rcnn/accuracy": 0.8689612563775511, "mask_rcnn/false_negative": 0.09406583016455076, "mask_rcnn/false_positive": 0.15616394995108673, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7699329545721412, "total_loss": 1.6651370018807938} {"data_time": 0.017564360983669758, "eta_seconds": 119422.27564608585, "iteration": 116959, "loss_fcos_cls": 0.27825990808196366, "loss_fcos_ctr": 0.6230734065175056, "loss_fcos_loc": 0.20398204936645925, "loss_mask": 0.2975246459245682, "loss_maskiou": 0.00652517746493686, "loss_sem_seg": 0.3588494826108217, "lr": 0.01, "mask_rcnn/accuracy": 0.8634830179473036, "mask_rcnn/false_negative": 0.09751379437390181, "mask_rcnn/false_positive": 0.1682583256165749, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7712310878559947, "total_loss": 1.79715638847847} {"data_time": 0.016025329940021038, "eta_seconds": 119459.43539116345, "iteration": 116979, "loss_fcos_cls": 0.27884169132448733, "loss_fcos_ctr": 0.6206193082034588, "loss_fcos_loc": 0.20422031870111823, "loss_mask": 0.28463275032117963, "loss_maskiou": 0.00659226771313115, "loss_sem_seg": 0.31403864175081253, "lr": 0.01, "mask_rcnn/accuracy": 0.8651264928661451, "mask_rcnn/false_negative": 0.11490982999699437, "mask_rcnn/false_positive": 0.14802676106690335, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.75, "time": 0.8005016027018428, "total_loss": 1.7181997127190698} {"data_time": 0.015389065258204937, "eta_seconds": 119443.82192171924, "iteration": 116999, "loss_fcos_cls": 0.2748646745458245, "loss_fcos_ctr": 0.6244167480617762, "loss_fcos_loc": 0.21744955818576273, "loss_mask": 0.28978187777101994, "loss_maskiou": 0.00670066842212691, "loss_sem_seg": 0.27257761685177684, "lr": 0.01, "mask_rcnn/accuracy": 0.8636184356201794, "mask_rcnn/false_negative": 0.11381777923939335, "mask_rcnn/false_positive": 0.1547883127040231, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7854559747502208, "total_loss": 1.696350044279825} {"data_time": 0.016821657307446003, "eta_seconds": 119460.29858957231, "iteration": 117019, "loss_fcos_cls": 0.28348543122410774, "loss_fcos_ctr": 0.6219251127913594, "loss_fcos_loc": 0.20840339694404975, "loss_mask": 0.2982258051633835, "loss_maskiou": 0.006704267580062151, "loss_sem_seg": 0.28609666880220175, "lr": 0.01, "mask_rcnn/accuracy": 0.8676763012897466, "mask_rcnn/false_negative": 0.11722678976235276, "mask_rcnn/false_positive": 0.13503505250160514, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.25, "time": 0.7707610232755542, "total_loss": 1.703285152791068} {"data_time": 0.01695585437119007, "eta_seconds": 119412.59498283081, "iteration": 117039, "loss_fcos_cls": 0.270102062728256, "loss_fcos_ctr": 0.6193525567650795, "loss_fcos_loc": 0.21168075525201857, "loss_mask": 0.27936273347586393, "loss_maskiou": 0.005991374346194789, "loss_sem_seg": 0.2725113402120769, "lr": 0.01, "mask_rcnn/accuracy": 0.8926678947736899, "mask_rcnn/false_negative": 0.09337813870458914, "mask_rcnn/false_positive": 0.10178326611464505, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 25.25, "time": 0.7781112641096115, "total_loss": 1.6642559786268976} {"data_time": 0.014853181317448616, "eta_seconds": 119429.06326006353, "iteration": 117059, "loss_fcos_cls": 0.25263834185898304, "loss_fcos_ctr": 0.6225858749821782, "loss_fcos_loc": 0.2020130927558057, "loss_mask": 0.28451455011963844, "loss_maskiou": 0.006899549349327572, "loss_sem_seg": 0.29688654746860266, "lr": 0.01, "mask_rcnn/accuracy": 0.869189788776403, "mask_rcnn/false_negative": 0.08772160029946299, "mask_rcnn/false_positive": 0.19709266612588588, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7829211177304387, "total_loss": 1.7140215116523905} {"data_time": 0.016366603784263134, "eta_seconds": 119352.1373015577, "iteration": 117079, "loss_fcos_cls": 0.2687012585811317, "loss_fcos_ctr": 0.6194198145531118, "loss_fcos_loc": 0.1999427395639941, "loss_mask": 0.2784630786627531, "loss_maskiou": 0.0073135860584443435, "loss_sem_seg": 0.3136044745333493, "lr": 0.01, "mask_rcnn/accuracy": 0.890028752194074, "mask_rcnn/false_negative": 0.0807211352014022, "mask_rcnn/false_positive": 0.1401278021881946, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7718790015205741, "total_loss": 1.6914678881585132} {"data_time": 0.015932437032461166, "eta_seconds": 119365.75457449816, "iteration": 117099, "loss_fcos_cls": 0.2681279522366822, "loss_fcos_ctr": 0.622197006829083, "loss_fcos_loc": 0.21053291554562747, "loss_mask": 0.2827394865453243, "loss_maskiou": 0.006390875510987826, "loss_sem_seg": 0.3124799025245011, "lr": 0.01, "mask_rcnn/accuracy": 0.8677753244154804, "mask_rcnn/false_negative": 0.11904526368939566, "mask_rcnn/false_positive": 0.14333046154326062, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.8043615240603685, "total_loss": 1.7114510711398907} {"data_time": 0.01689665950834751, "eta_seconds": 119411.55225078762, "iteration": 117119, "loss_fcos_cls": 0.28889526636339724, "loss_fcos_ctr": 0.6218182658776641, "loss_fcos_loc": 0.20542315486818552, "loss_mask": 0.2857629982754588, "loss_maskiou": 0.00601553274464095, "loss_sem_seg": 0.28816294437274337, "lr": 0.01, "mask_rcnn/accuracy": 0.863052601597614, "mask_rcnn/false_negative": 0.10300768496516613, "mask_rcnn/false_positive": 0.16853081820999838, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.788211140781641, "total_loss": 1.6871909521869384} {"data_time": 0.015628013759851456, "eta_seconds": 119376.68399521802, "iteration": 117139, "loss_fcos_cls": 0.26816576858982444, "loss_fcos_ctr": 0.6195285469293594, "loss_fcos_loc": 0.19279064005240798, "loss_mask": 0.26809744257479906, "loss_maskiou": 0.005729046737542376, "loss_sem_seg": 0.31390928383916616, "lr": 0.01, "mask_rcnn/accuracy": 0.8695704169060525, "mask_rcnn/false_negative": 0.10626763353105173, "mask_rcnn/false_positive": 0.15638399334264863, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.75, "time": 0.7704635290428996, "total_loss": 1.6856038572186662} {"data_time": 0.017441763542592525, "eta_seconds": 119380.30924420059, "iteration": 117159, "loss_fcos_cls": 0.2723358585499227, "loss_fcos_ctr": 0.621125410310924, "loss_fcos_loc": 0.20541049353778362, "loss_mask": 0.27374509116634727, "loss_maskiou": 0.006153479087515734, "loss_sem_seg": 0.306374883512035, "lr": 0.01, "mask_rcnn/accuracy": 0.8732820019558896, "mask_rcnn/false_negative": 0.10103026689927921, "mask_rcnn/false_positive": 0.16437438829212353, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7879723962396383, "total_loss": 1.6833569945592899} {"data_time": 0.01749376952648163, "eta_seconds": 119345.4460250372, "iteration": 117179, "loss_fcos_cls": 0.28263078536838293, "loss_fcos_ctr": 0.6239557610824704, "loss_fcos_loc": 0.2166226243134588, "loss_mask": 0.28325602039694786, "loss_maskiou": 0.006524591248307843, "loss_sem_seg": 0.29913799464702606, "lr": 0.01, "mask_rcnn/accuracy": 0.8863320677401848, "mask_rcnn/false_negative": 0.08826255213564027, "mask_rcnn/false_positive": 0.1386366851139072, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.770527146756649, "total_loss": 1.7359163060864375} {"data_time": 0.01578953769057989, "eta_seconds": 119191.35946264211, "iteration": 117199, "loss_fcos_cls": 0.26355876633897424, "loss_fcos_ctr": 0.6214974885806441, "loss_fcos_loc": 0.20857675792649388, "loss_mask": 0.2712416695430875, "loss_maskiou": 0.005522944193216972, "loss_sem_seg": 0.3088291957974434, "lr": 0.01, "mask_rcnn/accuracy": 0.8631152844909894, "mask_rcnn/false_negative": 0.10985433426465899, "mask_rcnn/false_positive": 0.15484882891210014, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7661769539117813, "total_loss": 1.6938423569517909} {"data_time": 0.016190611757338047, "eta_seconds": 119160.49333337042, "iteration": 117219, "loss_fcos_cls": 0.2771352761192247, "loss_fcos_ctr": 0.6213489631190896, "loss_fcos_loc": 0.20632867724634707, "loss_mask": 0.2654885780066252, "loss_maskiou": 0.006430780915252399, "loss_sem_seg": 0.30306975124403834, "lr": 0.01, "mask_rcnn/accuracy": 0.8880744857466796, "mask_rcnn/false_negative": 0.0856291787871187, "mask_rcnn/false_positive": 0.12868965575450314, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.5, "time": 0.7718679755926132, "total_loss": 1.643082519814925} {"data_time": 0.01646081916987896, "eta_seconds": 119157.7838269351, "iteration": 117239, "loss_fcos_cls": 0.2674968654755503, "loss_fcos_ctr": 0.6209445372223854, "loss_fcos_loc": 0.2049243882065639, "loss_mask": 0.2742735203355551, "loss_maskiou": 0.006663775522611104, "loss_sem_seg": 0.2980626914650202, "lr": 0.01, "mask_rcnn/accuracy": 0.8722529422007232, "mask_rcnn/false_negative": 0.10046082044512311, "mask_rcnn/false_positive": 0.11942826860643771, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.25, "time": 0.7834622450172901, "total_loss": 1.6490881222671305} {"data_time": 0.018290451727807522, "eta_seconds": 119144.55687910039, "iteration": 117259, "loss_fcos_cls": 0.2897100131958723, "loss_fcos_ctr": 0.6211861921474338, "loss_fcos_loc": 0.21125364070758224, "loss_mask": 0.27323131542652845, "loss_maskiou": 0.00611536116048228, "loss_sem_seg": 0.29910393292084336, "lr": 0.01, "mask_rcnn/accuracy": 0.8897541844473433, "mask_rcnn/false_negative": 0.10103118199847703, "mask_rcnn/false_positive": 0.146675851278247, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.5, "time": 0.7785965036600828, "total_loss": 1.6771693937043892} {"data_time": 0.016425921581685543, "eta_seconds": 119126.5827261759, "iteration": 117279, "loss_fcos_cls": 0.27823280869051814, "loss_fcos_ctr": 0.6220520539209247, "loss_fcos_loc": 0.2102030946407467, "loss_mask": 0.2836063099093735, "loss_maskiou": 0.006081329625885701, "loss_sem_seg": 0.28413136675953865, "lr": 0.01, "mask_rcnn/accuracy": 0.8953242481203008, "mask_rcnn/false_negative": 0.07704995845452403, "mask_rcnn/false_positive": 0.12781571173001413, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.761699989438057, "total_loss": 1.6632744091039058} {"data_time": 0.017104181461036205, "eta_seconds": 119110.98217579629, "iteration": 117299, "loss_fcos_cls": 0.26947526074945927, "loss_fcos_ctr": 0.6215672548860312, "loss_fcos_loc": 0.20232202264014632, "loss_mask": 0.27329365629702806, "loss_maskiou": 0.006161461293231696, "loss_sem_seg": 0.31805214704945683, "lr": 0.01, "mask_rcnn/accuracy": 0.8779607237631895, "mask_rcnn/false_negative": 0.10420166749871898, "mask_rcnn/false_positive": 0.12853502124787336, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.0, "time": 0.7827574340626597, "total_loss": 1.6889657368228654} {"data_time": 0.015867864713072777, "eta_seconds": 119142.41740077175, "iteration": 117319, "loss_fcos_cls": 0.2625189821701497, "loss_fcos_ctr": 0.620174621231854, "loss_fcos_loc": 0.1995930215343833, "loss_mask": 0.2784889843314886, "loss_maskiou": 0.006465827747888397, "loss_sem_seg": 0.3172665466554463, "lr": 0.01, "mask_rcnn/accuracy": 0.8821380486718498, "mask_rcnn/false_negative": 0.10925390059076308, "mask_rcnn/false_positive": 0.1261236737229413, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.25, "time": 0.7915053199976683, "total_loss": 1.689818672311958} {"data_time": 0.015395521186292171, "eta_seconds": 119082.1534343781, "iteration": 117339, "loss_fcos_cls": 0.28561245976015925, "loss_fcos_ctr": 0.6231943098828197, "loss_fcos_loc": 0.20909289247356355, "loss_mask": 0.30424410104751587, "loss_maskiou": 0.00671592446451541, "loss_sem_seg": 0.30319023597985506, "lr": 0.01, "mask_rcnn/accuracy": 0.887142797259749, "mask_rcnn/false_negative": 0.0988481358017718, "mask_rcnn/false_positive": 0.11303359725497933, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 28.0, "time": 0.7789533762261271, "total_loss": 1.736395600324613} {"data_time": 0.015594865195453167, "eta_seconds": 119066.55257319752, "iteration": 117359, "loss_fcos_cls": 0.26445162552408874, "loss_fcos_ctr": 0.6207878943532705, "loss_fcos_loc": 0.19593218038789928, "loss_mask": 0.28134272526949644, "loss_maskiou": 0.006442956597311422, "loss_sem_seg": 0.3253221632912755, "lr": 0.01, "mask_rcnn/accuracy": 0.8840835077801885, "mask_rcnn/false_negative": 0.09779308440632117, "mask_rcnn/false_positive": 0.1406887345419357, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.778894567862153, "total_loss": 1.7166646672703791} {"data_time": 0.01766620483249426, "eta_seconds": 119048.57997427788, "iteration": 117379, "loss_fcos_cls": 0.27386133442632854, "loss_fcos_ctr": 0.622537381015718, "loss_fcos_loc": 0.2057598785031587, "loss_mask": 0.27502787206321955, "loss_maskiou": 0.005817253826535307, "loss_sem_seg": 0.31624658592045307, "lr": 0.01, "mask_rcnn/accuracy": 0.8876630451287657, "mask_rcnn/false_negative": 0.09167212174184969, "mask_rcnn/false_positive": 0.12655362583520016, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.0, "time": 0.7933203792199492, "total_loss": 1.7005585895240074} {"data_time": 0.017161008901894093, "eta_seconds": 119051.48340423591, "iteration": 117399, "loss_fcos_cls": 0.25844454288017005, "loss_fcos_ctr": 0.6215991377830505, "loss_fcos_loc": 0.2029864250216633, "loss_mask": 0.27629041438922286, "loss_maskiou": 0.006022046136422432, "loss_sem_seg": 0.322557567153126, "lr": 0.01, "mask_rcnn/accuracy": 0.8965668752966303, "mask_rcnn/false_negative": 0.08851889934996537, "mask_rcnn/false_positive": 0.1346849876866299, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.75, "time": 0.7847737763077021, "total_loss": 1.6819699992993264} {"data_time": 0.017294373363256454, "eta_seconds": 119126.01197285857, "iteration": 117419, "loss_fcos_cls": 0.2789336871355772, "loss_fcos_ctr": 0.6227781604975462, "loss_fcos_loc": 0.20951180579140782, "loss_mask": 0.2739785392768681, "loss_maskiou": 0.006305252994934563, "loss_sem_seg": 0.2968219688627869, "lr": 0.01, "mask_rcnn/accuracy": 0.8891889897279956, "mask_rcnn/false_negative": 0.09060448181760684, "mask_rcnn/false_positive": 0.13682891517223733, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7974867345765233, "total_loss": 1.7224799159448594} {"data_time": 0.01589119527488947, "eta_seconds": 119221.49710515235, "iteration": 117439, "loss_fcos_cls": 0.25786702847108245, "loss_fcos_ctr": 0.6238259738311172, "loss_fcos_loc": 0.21438351063989103, "loss_mask": 0.2871751985512674, "loss_maskiou": 0.0067152935662306845, "loss_sem_seg": 0.2916021915152669, "lr": 0.01, "mask_rcnn/accuracy": 0.8644654452690167, "mask_rcnn/false_negative": 0.1159651706155791, "mask_rcnn/false_positive": 0.16223664806332433, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.796962533146143, "total_loss": 1.6917488786857575} {"data_time": 0.014981756918132305, "eta_seconds": 119217.75957536325, "iteration": 117459, "loss_fcos_cls": 0.2740651424974203, "loss_fcos_ctr": 0.6208606325089931, "loss_fcos_loc": 0.20577736129052937, "loss_mask": 0.2815321423113346, "loss_maskiou": 0.006232655083294958, "loss_sem_seg": 0.31479712994769216, "lr": 0.01, "mask_rcnn/accuracy": 0.8853361880466473, "mask_rcnn/false_negative": 0.09207258429780851, "mask_rcnn/false_positive": 0.142421911390044, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.25, "time": 0.7946800133213401, "total_loss": 1.7202416665531928} {"data_time": 0.01604082901030779, "eta_seconds": 119220.574645794, "iteration": 117479, "loss_fcos_cls": 0.2777981025283225, "loss_fcos_ctr": 0.623342851176858, "loss_fcos_loc": 0.21227582136634737, "loss_mask": 0.27764952182769775, "loss_maskiou": 0.0056500001446693204, "loss_sem_seg": 0.35413662949576974, "lr": 0.01, "mask_rcnn/accuracy": 0.8762791465270319, "mask_rcnn/false_negative": 0.10451398678996482, "mask_rcnn/false_positive": 0.14710597278854554, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7811507619917393, "total_loss": 1.7502494072032277} {"data_time": 0.016439732164144516, "eta_seconds": 119204.9413133813, "iteration": 117499, "loss_fcos_cls": 0.28917850251309574, "loss_fcos_ctr": 0.6237988518550992, "loss_fcos_loc": 0.2022085611242801, "loss_mask": 0.2900705439969897, "loss_maskiou": 0.006982278078794479, "loss_sem_seg": 0.3596965214237571, "lr": 0.01, "mask_rcnn/accuracy": 0.8637777128119694, "mask_rcnn/false_negative": 0.112438415119647, "mask_rcnn/false_positive": 0.15858505486925817, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7546920962631702, "total_loss": 1.766710484676878} {"data_time": 0.015240383334457874, "eta_seconds": 119158.97968740854, "iteration": 117519, "loss_fcos_cls": 0.2746867162641138, "loss_fcos_ctr": 0.6205240143463016, "loss_fcos_loc": 0.20669263089075685, "loss_mask": 0.268552009947598, "loss_maskiou": 0.006133845599833876, "loss_sem_seg": 0.3133350475691259, "lr": 0.01, "mask_rcnn/accuracy": 0.8777031807555064, "mask_rcnn/false_negative": 0.10143693968877648, "mask_rcnn/false_positive": 0.1372624674087422, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 23.0, "time": 0.7677014088258147, "total_loss": 1.704039183576242} {"data_time": 0.015410295687615871, "eta_seconds": 119171.96522647887, "iteration": 117539, "loss_fcos_cls": 0.25941061205230653, "loss_fcos_ctr": 0.6225581001490355, "loss_fcos_loc": 0.20111478271428496, "loss_mask": 0.268288919236511, "loss_maskiou": 0.005793226086098002, "loss_sem_seg": 0.32142551278229803, "lr": 0.01, "mask_rcnn/accuracy": 0.8863735630728719, "mask_rcnn/false_negative": 0.09422579171865558, "mask_rcnn/false_positive": 0.15334668349907513, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7822287091985345, "total_loss": 1.689928468724247} {"data_time": 0.014709977433085442, "eta_seconds": 119152.12719917856, "iteration": 117559, "loss_fcos_cls": 0.2638466760981828, "loss_fcos_ctr": 0.6232416070997715, "loss_fcos_loc": 0.20582861016737297, "loss_mask": 0.2679601404815912, "loss_maskiou": 0.005662178300553933, "loss_sem_seg": 0.2813178380019963, "lr": 0.01, "mask_rcnn/accuracy": 0.8881315432016963, "mask_rcnn/false_negative": 0.08934678700103069, "mask_rcnn/false_positive": 0.1429215275574135, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.75, "time": 0.7681190278381109, "total_loss": 1.6460787238320336} {"data_time": 0.016908254474401474, "eta_seconds": 119090.67274396308, "iteration": 117579, "loss_fcos_cls": 0.2858908688649535, "loss_fcos_ctr": 0.6260478803887963, "loss_fcos_loc": 0.2143359628971666, "loss_mask": 0.2805473138578236, "loss_maskiou": 0.006041118409484625, "loss_sem_seg": 0.29823043989017606, "lr": 0.01, "mask_rcnn/accuracy": 0.86750106292517, "mask_rcnn/false_negative": 0.10726426820234289, "mask_rcnn/false_positive": 0.14904448604058862, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.0, "time": 0.7712680036202073, "total_loss": 1.7306800667520292} {"data_time": 0.01703483797609806, "eta_seconds": 119075.04620001651, "iteration": 117599, "loss_fcos_cls": 0.2788814746309072, "loss_fcos_ctr": 0.6197521556168795, "loss_fcos_loc": 0.2079271248076111, "loss_mask": 0.2692744340747595, "loss_maskiou": 0.005989909885101952, "loss_sem_seg": 0.2977970561478287, "lr": 0.01, "mask_rcnn/accuracy": 0.8702221151362199, "mask_rcnn/false_negative": 0.10495291247222041, "mask_rcnn/false_positive": 0.1580729100949464, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7842305628582835, "total_loss": 1.672530016003293} {"data_time": 0.017216856591403484, "eta_seconds": 119059.41965606995, "iteration": 117619, "loss_fcos_cls": 0.27333488734439015, "loss_fcos_ctr": 0.6190684884786606, "loss_fcos_loc": 0.20440707448869944, "loss_mask": 0.2766696810722351, "loss_maskiou": 0.0060100017581135035, "loss_sem_seg": 0.3081252556294203, "lr": 0.01, "mask_rcnn/accuracy": 0.874442880600516, "mask_rcnn/false_negative": 0.1058821374215181, "mask_rcnn/false_positive": 0.14101107205542396, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.25, "time": 0.7837112359702587, "total_loss": 1.6988265371037414} {"data_time": 0.016482654958963394, "eta_seconds": 119111.8450412862, "iteration": 117639, "loss_fcos_cls": 0.28188461856916547, "loss_fcos_ctr": 0.6223262622952461, "loss_fcos_loc": 0.21641970262862742, "loss_mask": 0.28801112342625856, "loss_maskiou": 0.006573702325113118, "loss_sem_seg": 0.31795758195221424, "lr": 0.01, "mask_rcnn/accuracy": 0.8926271400389846, "mask_rcnn/false_negative": 0.10261198956932258, "mask_rcnn/false_positive": 0.1301850372899485, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7977458909153938, "total_loss": 1.72749421284243} {"data_time": 0.01564361061900854, "eta_seconds": 119049.57420635689, "iteration": 117659, "loss_fcos_cls": 0.27429895917885005, "loss_fcos_ctr": 0.6215849071741104, "loss_fcos_loc": 0.20720045175403357, "loss_mask": 0.27671275520697236, "loss_maskiou": 0.00645869330764981, "loss_sem_seg": 0.29604893433861434, "lr": 0.01, "mask_rcnn/accuracy": 0.8685774790685505, "mask_rcnn/false_negative": 0.10407370701613997, "mask_rcnn/false_positive": 0.1498081373277357, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.75, "time": 0.7832852955907583, "total_loss": 1.6964411280059721} {"data_time": 0.01929529383778572, "eta_seconds": 119024.02898076735, "iteration": 117679, "loss_fcos_cls": 0.2805648040957749, "loss_fcos_ctr": 0.6242646090686321, "loss_fcos_loc": 0.20761125953868032, "loss_mask": 0.2885960675776005, "loss_maskiou": 0.006610938784433529, "loss_sem_seg": 0.34269311279058456, "lr": 0.01, "mask_rcnn/accuracy": 0.8729741896758704, "mask_rcnn/false_negative": 0.09451870559894066, "mask_rcnn/false_positive": 0.17957746909952793, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7776296166703105, "total_loss": 1.7450305063539417} {"data_time": 0.015757692977786064, "eta_seconds": 119005.57828524895, "iteration": 117699, "loss_fcos_cls": 0.2837489563971758, "loss_fcos_ctr": 0.6230399999767542, "loss_fcos_loc": 0.20935894758440554, "loss_mask": 0.27666795067489147, "loss_maskiou": 0.006367039022734389, "loss_sem_seg": 0.3201567691285163, "lr": 0.01, "mask_rcnn/accuracy": 0.8705324809119452, "mask_rcnn/false_negative": 0.09363305243669234, "mask_rcnn/false_positive": 0.1456686162777964, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.75, "time": 0.7782330801710486, "total_loss": 1.7187617349482025} {"data_time": 0.01644920650869608, "eta_seconds": 118986.17230402026, "iteration": 117719, "loss_fcos_cls": 0.28870730591006577, "loss_fcos_ctr": 0.6259244568645954, "loss_fcos_loc": 0.21965444623492658, "loss_mask": 0.2761310311034322, "loss_maskiou": 0.0061603132635355, "loss_sem_seg": 0.2806291412562132, "lr": 0.01, "mask_rcnn/accuracy": 0.8598936140390222, "mask_rcnn/false_negative": 0.10377190476435047, "mask_rcnn/false_positive": 0.16918881834497368, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 39.0, "time": 0.7858991492539644, "total_loss": 1.710882719802612} {"data_time": 0.016467364504933357, "eta_seconds": 118941.3287929669, "iteration": 117739, "loss_fcos_cls": 0.2875526864081621, "loss_fcos_ctr": 0.6205844460055232, "loss_fcos_loc": 0.19766387343406677, "loss_mask": 0.2764406497590244, "loss_maskiou": 0.006377129626343958, "loss_sem_seg": 0.309458517935127, "lr": 0.01, "mask_rcnn/accuracy": 0.8774291488394987, "mask_rcnn/false_negative": 0.09772724406270888, "mask_rcnn/false_positive": 0.14916630785048715, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7686008606106043, "total_loss": 1.7100819625484291} {"data_time": 0.01720074564218521, "eta_seconds": 118925.70544505864, "iteration": 117759, "loss_fcos_cls": 0.2874855096451938, "loss_fcos_ctr": 0.6217557638883591, "loss_fcos_loc": 0.20564197294879705, "loss_mask": 0.28364297561347485, "loss_maskiou": 0.006203426528372802, "loss_sem_seg": 0.34201567294076085, "lr": 0.01, "mask_rcnn/accuracy": 0.8707813325831586, "mask_rcnn/false_negative": 0.09673493071939541, "mask_rcnn/false_positive": 0.15284681537422423, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.25, "time": 0.7954494273290038, "total_loss": 1.7553509263525484} {"data_time": 0.01454639621078968, "eta_seconds": 118939.29074730445, "iteration": 117779, "loss_fcos_cls": 0.27874358044937253, "loss_fcos_ctr": 0.6210945174098015, "loss_fcos_loc": 0.2052300531649962, "loss_mask": 0.279501442797482, "loss_maskiou": 0.006399239951861091, "loss_sem_seg": 0.3168809898197651, "lr": 0.01, "mask_rcnn/accuracy": 0.886550292465471, "mask_rcnn/false_negative": 0.1004900023350232, "mask_rcnn/false_positive": 0.1128505420166519, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.8066307092085481, "total_loss": 1.7226723980274983} {"data_time": 0.015972871333360672, "eta_seconds": 118918.78076055087, "iteration": 117799, "loss_fcos_cls": 0.27423201664350927, "loss_fcos_ctr": 0.6245298590511084, "loss_fcos_loc": 0.2203050529351458, "loss_mask": 0.2853766558691859, "loss_maskiou": 0.006813492029323243, "loss_sem_seg": 0.27648244774900377, "lr": 0.01, "mask_rcnn/accuracy": 0.9041206788837984, "mask_rcnn/false_negative": 0.0875835243610775, "mask_rcnn/false_positive": 0.1319842808729524, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.5, "time": 0.7816902827471495, "total_loss": 1.6908014338550856} {"data_time": 0.017240680754184723, "eta_seconds": 118901.3423453886, "iteration": 117819, "loss_fcos_cls": 0.26997551624663174, "loss_fcos_ctr": 0.6220653979107738, "loss_fcos_loc": 0.204562948201783, "loss_mask": 0.2862005354836583, "loss_maskiou": 0.006664109852863476, "loss_sem_seg": 0.3078228058293462, "lr": 0.01, "mask_rcnn/accuracy": 0.8673222129760996, "mask_rcnn/false_negative": 0.09867743470278581, "mask_rcnn/false_positive": 0.15759199547105293, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.75, "time": 0.767728385515511, "total_loss": 1.7292312711651903} {"data_time": 0.015432908199727535, "eta_seconds": 118863.21205342561, "iteration": 117839, "loss_fcos_cls": 0.2681448964867741, "loss_fcos_ctr": 0.6218953575007617, "loss_fcos_loc": 0.20143985887989402, "loss_mask": 0.28060045279562473, "loss_maskiou": 0.006360119965393096, "loss_sem_seg": 0.35016045067459345, "lr": 0.01, "mask_rcnn/accuracy": 0.8696444655164697, "mask_rcnn/false_negative": 0.12361813883418636, "mask_rcnn/false_positive": 0.14395705215947296, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.7659721616655588, "total_loss": 1.7064127594494494} {"data_time": 0.01726810447871685, "eta_seconds": 118773.77719414979, "iteration": 117859, "loss_fcos_cls": 0.27388656639959663, "loss_fcos_ctr": 0.6195968501269817, "loss_fcos_loc": 0.2003766749985516, "loss_mask": 0.27967454865574837, "loss_maskiou": 0.006497035443317145, "loss_sem_seg": 0.3040912305004895, "lr": 0.01, "mask_rcnn/accuracy": 0.8615337126321745, "mask_rcnn/false_negative": 0.10402044635861041, "mask_rcnn/false_positive": 0.17927003566316244, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7815613402053714, "total_loss": 1.6960449149046326} {"data_time": 0.015621557831764221, "eta_seconds": 118749.4306394225, "iteration": 117879, "loss_fcos_cls": 0.2593510344158858, "loss_fcos_ctr": 0.6225530784577131, "loss_fcos_loc": 0.21489358774852008, "loss_mask": 0.28305565007030964, "loss_maskiou": 0.006391092581907287, "loss_sem_seg": 0.31837471737526357, "lr": 0.01, "mask_rcnn/accuracy": 0.869281462585034, "mask_rcnn/false_negative": 0.11682761988409218, "mask_rcnn/false_positive": 0.13895497002056834, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 24.0, "time": 0.7780060321092606, "total_loss": 1.737063325868803} {"data_time": 0.015718997456133366, "eta_seconds": 118670.7412537653, "iteration": 117899, "loss_fcos_cls": 0.2637704631779343, "loss_fcos_ctr": 0.6210539075545967, "loss_fcos_loc": 0.20368831348605454, "loss_mask": 0.2791518857702613, "loss_maskiou": 0.00628185378445778, "loss_sem_seg": 0.2937815743498504, "lr": 0.01, "mask_rcnn/accuracy": 0.8578622387950395, "mask_rcnn/false_negative": 0.11791554881543029, "mask_rcnn/false_positive": 0.1532287186762906, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.0, "time": 0.770470785908401, "total_loss": 1.6844379402828054} {"data_time": 0.016095479018986225, "eta_seconds": 118620.7790182447, "iteration": 117919, "loss_fcos_cls": 0.2714707301929593, "loss_fcos_ctr": 0.6189488088712096, "loss_fcos_loc": 0.19597913115285337, "loss_mask": 0.2703328626230359, "loss_maskiou": 0.006122020102338865, "loss_sem_seg": 0.3180456515401602, "lr": 0.01, "mask_rcnn/accuracy": 0.866191089837997, "mask_rcnn/false_negative": 0.10147358852290794, "mask_rcnn/false_positive": 0.17887284163547795, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7816735850647092, "total_loss": 1.6984948336466914} {"data_time": 0.015782629139721394, "eta_seconds": 118605.1793339951, "iteration": 117939, "loss_fcos_cls": 0.2653572818962857, "loss_fcos_ctr": 0.6203553136438131, "loss_fcos_loc": 0.20079579087905586, "loss_mask": 0.27864743303507566, "loss_maskiou": 0.006416079588234425, "loss_sem_seg": 0.30240496108308434, "lr": 0.01, "mask_rcnn/accuracy": 0.8722643097643098, "mask_rcnn/false_negative": 0.10108500887520802, "mask_rcnn/false_positive": 0.1381299152721891, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7686588261276484, "total_loss": 1.6901628231134964} {"data_time": 0.016527432017028332, "eta_seconds": 118667.84521776903, "iteration": 117959, "loss_fcos_cls": 0.2632997618056834, "loss_fcos_ctr": 0.6204916695132852, "loss_fcos_loc": 0.19179217249620706, "loss_mask": 0.27713011391460896, "loss_maskiou": 0.005861760975676589, "loss_sem_seg": 0.27963916561566293, "lr": 0.01, "mask_rcnn/accuracy": 0.8675716025046383, "mask_rcnn/false_negative": 0.10985793743285953, "mask_rcnn/false_positive": 0.1518989990325102, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7823587274178863, "total_loss": 1.6523684235435212} {"data_time": 0.01689171139150858, "eta_seconds": 118487.00984121393, "iteration": 117979, "loss_fcos_cls": 0.26868447940796614, "loss_fcos_ctr": 0.6247992543503642, "loss_fcos_loc": 0.20246226096060127, "loss_mask": 0.27771662827581167, "loss_maskiou": 0.005847893262398429, "loss_sem_seg": 0.31302621215581894, "lr": 0.01, "mask_rcnn/accuracy": 0.8809129456450886, "mask_rcnn/false_negative": 0.09088188180258185, "mask_rcnn/false_positive": 0.1506042054385942, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7592764617875218, "total_loss": 1.7164267812258913} {"data_time": 0.01667803432792425, "eta_seconds": 118514.50187686086, "iteration": 117999, "loss_fcos_cls": 0.2819020446622744, "loss_fcos_ctr": 0.6199719393625855, "loss_fcos_loc": 0.1965610805200413, "loss_mask": 0.2746627125889063, "loss_maskiou": 0.006230550294276327, "loss_sem_seg": 0.3167239767499268, "lr": 0.01, "mask_rcnn/accuracy": 0.8617466942076958, "mask_rcnn/false_negative": 0.08667503614770902, "mask_rcnn/false_positive": 0.15770846879667413, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7854210054501891, "total_loss": 1.6984813134913566} {"data_time": 0.018139375373721123, "eta_seconds": 118596.63033462875, "iteration": 118019, "loss_fcos_cls": 0.2665067019406706, "loss_fcos_ctr": 0.6201594062149525, "loss_fcos_loc": 0.20678215194493532, "loss_mask": 0.29484210070222616, "loss_maskiou": 0.007055911039060447, "loss_sem_seg": 0.29154867911711335, "lr": 0.01, "mask_rcnn/accuracy": 0.8661758772386505, "mask_rcnn/false_negative": 0.10706673436400692, "mask_rcnn/false_positive": 0.14666815171499875, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7830686764791608, "total_loss": 1.6947426232800353} {"data_time": 0.015550306998193264, "eta_seconds": 118592.260909006, "iteration": 118039, "loss_fcos_cls": 0.2662416957318783, "loss_fcos_ctr": 0.6227038502693176, "loss_fcos_loc": 0.2078163240221329, "loss_mask": 0.2890836913138628, "loss_maskiou": 0.006602676381589845, "loss_sem_seg": 0.2946327826939523, "lr": 0.01, "mask_rcnn/accuracy": 0.8659860568597838, "mask_rcnn/false_negative": 0.09715803101236634, "mask_rcnn/false_positive": 0.1762094518603693, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.5, "time": 0.798359683714807, "total_loss": 1.6983585886482615} {"data_time": 0.01649402268230915, "eta_seconds": 118589.79531990085, "iteration": 118059, "loss_fcos_cls": 0.2608875874429941, "loss_fcos_ctr": 0.6210397114045918, "loss_fcos_loc": 0.206714456086047, "loss_mask": 0.2927583158016205, "loss_maskiou": 0.00678582995897159, "loss_sem_seg": 0.30683771916665137, "lr": 0.01, "mask_rcnn/accuracy": 0.8920841158806042, "mask_rcnn/false_negative": 0.09491901326860087, "mask_rcnn/false_positive": 0.11419456347381758, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7907804287970066, "total_loss": 1.7137091410695575} {"data_time": 0.0163322938606143, "eta_seconds": 118704.88296372537, "iteration": 118079, "loss_fcos_cls": 0.2761718491092324, "loss_fcos_ctr": 0.6222927747294307, "loss_fcos_loc": 0.20762053615180776, "loss_mask": 0.28134909458458424, "loss_maskiou": 0.005757888735388406, "loss_sem_seg": 0.31971534295007586, "lr": 0.01, "mask_rcnn/accuracy": 0.8960558574078983, "mask_rcnn/false_negative": 0.0927857759996957, "mask_rcnn/false_positive": 0.1265885426181206, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.25, "time": 0.7904032850638032, "total_loss": 1.7096958354086382} {"data_time": 0.016093196347355843, "eta_seconds": 118689.25577815343, "iteration": 118099, "loss_fcos_cls": 0.2633394836448133, "loss_fcos_ctr": 0.6234662949573249, "loss_fcos_loc": 0.21222340583335608, "loss_mask": 0.2761607519350946, "loss_maskiou": 0.006320270069409162, "loss_sem_seg": 0.3228570579085499, "lr": 0.01, "mask_rcnn/accuracy": 0.8675937775442403, "mask_rcnn/false_negative": 0.1132025978306282, "mask_rcnn/false_positive": 0.1763755221135931, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.0, "time": 0.793963935226202, "total_loss": 1.7084792115565506} {"data_time": 0.01786364521831274, "eta_seconds": 118668.75605740584, "iteration": 118119, "loss_fcos_cls": 0.2773797195404768, "loss_fcos_ctr": 0.621589700691402, "loss_fcos_loc": 0.20852172933518887, "loss_mask": 0.2688835570588708, "loss_maskiou": 0.006104485983087216, "loss_sem_seg": 0.30695389467291534, "lr": 0.01, "mask_rcnn/accuracy": 0.867243840842348, "mask_rcnn/false_negative": 0.10413578026385706, "mask_rcnn/false_positive": 0.1544258754853026, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.787867053411901, "total_loss": 1.6966822869435418} {"data_time": 0.015389744192361832, "eta_seconds": 118717.14922417421, "iteration": 118139, "loss_fcos_cls": 0.28231046139262617, "loss_fcos_ctr": 0.6217257231473923, "loss_fcos_loc": 0.20526327146217227, "loss_mask": 0.2861398300155997, "loss_maskiou": 0.00658690910495352, "loss_sem_seg": 0.3110955907031894, "lr": 0.01, "mask_rcnn/accuracy": 0.8931748125386518, "mask_rcnn/false_negative": 0.08079488949192556, "mask_rcnn/false_positive": 0.13380969452004712, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7901029419153929, "total_loss": 1.7284943687845953} {"data_time": 0.016949928365647793, "eta_seconds": 118635.69514634646, "iteration": 118159, "loss_fcos_cls": 0.2625886402092874, "loss_fcos_ctr": 0.6221914989873767, "loss_fcos_loc": 0.20511716208420694, "loss_mask": 0.2892940011806786, "loss_maskiou": 0.006866467068903148, "loss_sem_seg": 0.3224048651754856, "lr": 0.01, "mask_rcnn/accuracy": 0.8817885487528345, "mask_rcnn/false_negative": 0.10472754673457152, "mask_rcnn/false_positive": 0.13100492941845177, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7696463260799646, "total_loss": 1.7137713691117824} {"data_time": 0.019612633623182774, "eta_seconds": 118626.74703586567, "iteration": 118179, "loss_fcos_cls": 0.27550519770011306, "loss_fcos_ctr": 0.6222292203456163, "loss_fcos_loc": 0.20415184658486396, "loss_mask": 0.27983200643211603, "loss_maskiou": 0.006135721763712354, "loss_sem_seg": 0.3030497985891998, "lr": 0.01, "mask_rcnn/accuracy": 0.8736290464461647, "mask_rcnn/false_negative": 0.10402721161874254, "mask_rcnn/false_positive": 0.17108292916150358, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7734596133232117, "total_loss": 1.6843758226168575} {"data_time": 0.015045808628201485, "eta_seconds": 118696.79960252717, "iteration": 118199, "loss_fcos_cls": 0.28385642427019775, "loss_fcos_ctr": 0.6254035392776132, "loss_fcos_loc": 0.21829174959566444, "loss_mask": 0.28630226384848356, "loss_maskiou": 0.007219106802949682, "loss_sem_seg": 0.28315754048526287, "lr": 0.01, "mask_rcnn/accuracy": 0.9008988003803672, "mask_rcnn/false_negative": 0.09206919605540427, "mask_rcnn/false_positive": 0.130370029664875, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 36.25, "time": 0.7929274830967188, "total_loss": 1.6559318233048543} {"data_time": 0.01650614757090807, "eta_seconds": 118722.6352933608, "iteration": 118219, "loss_fcos_cls": 0.270361126633361, "loss_fcos_ctr": 0.620008931029588, "loss_fcos_loc": 0.21045794431120157, "loss_mask": 0.280316193588078, "loss_maskiou": 0.006387937522958964, "loss_sem_seg": 0.289968223311007, "lr": 0.01, "mask_rcnn/accuracy": 0.8777853824456612, "mask_rcnn/false_negative": 0.10034565917978666, "mask_rcnn/false_positive": 0.1487929890107043, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7898806249722838, "total_loss": 1.692947227624245} {"data_time": 0.01653142087161541, "eta_seconds": 118685.7464899756, "iteration": 118239, "loss_fcos_cls": 0.2665713271126151, "loss_fcos_ctr": 0.6198546001687646, "loss_fcos_loc": 0.1959528683219105, "loss_mask": 0.2721694279462099, "loss_maskiou": 0.005729217024054378, "loss_sem_seg": 0.3136173700913787, "lr": 0.01, "mask_rcnn/accuracy": 0.8837603722807805, "mask_rcnn/false_negative": 0.09033775504496135, "mask_rcnn/false_positive": 0.15476658329891607, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.767912732437253, "total_loss": 1.654768464533845} {"data_time": 0.014834879897534847, "eta_seconds": 118659.35713061318, "iteration": 118259, "loss_fcos_cls": 0.27440459455829114, "loss_fcos_ctr": 0.6248085610568523, "loss_fcos_loc": 0.20377263613045216, "loss_mask": 0.28664500964805484, "loss_maskiou": 0.006728566600941122, "loss_sem_seg": 0.30425091087818146, "lr": 0.01, "mask_rcnn/accuracy": 0.8813027397292872, "mask_rcnn/false_negative": 0.10394827192992503, "mask_rcnn/false_positive": 0.13395638716758734, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7747778054326773, "total_loss": 1.7148699219105765} {"data_time": 0.01657758466899395, "eta_seconds": 118681.899533635, "iteration": 118279, "loss_fcos_cls": 0.2767499128822237, "loss_fcos_ctr": 0.6237373547628522, "loss_fcos_loc": 0.20666330156382173, "loss_mask": 0.27921479754149914, "loss_maskiou": 0.0063511298794765025, "loss_sem_seg": 0.3465271587483585, "lr": 0.01, "mask_rcnn/accuracy": 0.8654407527373169, "mask_rcnn/false_negative": 0.09736710373713911, "mask_rcnn/false_positive": 0.18009119562983933, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.787841310724616, "total_loss": 1.7288024917215807} {"data_time": 0.018499420024454594, "eta_seconds": 118659.0828509694, "iteration": 118299, "loss_fcos_cls": 0.26291768811643124, "loss_fcos_ctr": 0.6193089853040874, "loss_fcos_loc": 0.1941638607531786, "loss_mask": 0.25964953284710646, "loss_maskiou": 0.005369734615669586, "loss_sem_seg": 0.2878269921056926, "lr": 0.01, "mask_rcnn/accuracy": 0.890406074710586, "mask_rcnn/false_negative": 0.08416982236129804, "mask_rcnn/false_positive": 0.13403586969321732, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.5, "time": 0.7628791090101004, "total_loss": 1.665379741905781} {"data_time": 0.0157255744561553, "eta_seconds": 118623.18193307891, "iteration": 118319, "loss_fcos_cls": 0.2713665367336944, "loss_fcos_ctr": 0.6209602355957031, "loss_fcos_loc": 0.1915191486477852, "loss_mask": 0.2709089796990156, "loss_maskiou": 0.005802040526759811, "loss_sem_seg": 0.30792356794700027, "lr": 0.01, "mask_rcnn/accuracy": 0.8786803784013606, "mask_rcnn/false_negative": 0.08165259988266704, "mask_rcnn/false_positive": 0.14216227775361864, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.25, "time": 0.7788234800100327, "total_loss": 1.693001946885488} {"data_time": 0.015444310382008553, "eta_seconds": 118574.50139646698, "iteration": 118339, "loss_fcos_cls": 0.25606213649734855, "loss_fcos_ctr": 0.621836849488318, "loss_fcos_loc": 0.20251321117393672, "loss_mask": 0.2692589955404401, "loss_maskiou": 0.006309045042144135, "loss_sem_seg": 0.3328013652935624, "lr": 0.01, "mask_rcnn/accuracy": 0.8701010581578169, "mask_rcnn/false_negative": 0.11547118228632705, "mask_rcnn/false_positive": 0.1336293350178372, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7615711381658912, "total_loss": 1.6767703882360365} {"data_time": 0.016313920728862286, "eta_seconds": 118605.33228969388, "iteration": 118359, "loss_fcos_cls": 0.27152103977277875, "loss_fcos_ctr": 0.620235363021493, "loss_fcos_loc": 0.21113073988817632, "loss_mask": 0.2699881000444293, "loss_maskiou": 0.005595304552116431, "loss_sem_seg": 0.282847732771188, "lr": 0.01, "mask_rcnn/accuracy": 0.8656357337527708, "mask_rcnn/false_negative": 0.1038540586352199, "mask_rcnn/false_positive": 0.14001484054349478, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.5, "time": 0.7952397959306836, "total_loss": 1.6646709569104132} {"data_time": 0.016522711142897606, "eta_seconds": 118565.51879518852, "iteration": 118379, "loss_fcos_cls": 0.2636860148049891, "loss_fcos_ctr": 0.6239733356051147, "loss_fcos_loc": 0.20615519292186946, "loss_mask": 0.2831064881756902, "loss_maskiou": 0.006336159574857447, "loss_sem_seg": 0.30843477603048086, "lr": 0.01, "mask_rcnn/accuracy": 0.8750882227891157, "mask_rcnn/false_negative": 0.09566112790462297, "mask_rcnn/false_positive": 0.1519480206768415, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.5, "time": 0.7817824808880687, "total_loss": 1.7257711120910244} {"data_time": 0.014631858095526695, "eta_seconds": 118540.41486250237, "iteration": 118399, "loss_fcos_cls": 0.2692989360075444, "loss_fcos_ctr": 0.6226458312012255, "loss_fcos_loc": 0.21725359978154302, "loss_mask": 0.2761627705767751, "loss_maskiou": 0.006266612530453131, "loss_sem_seg": 0.29818836599588394, "lr": 0.01, "mask_rcnn/accuracy": 0.8741287234590807, "mask_rcnn/false_negative": 0.10758342452885228, "mask_rcnn/false_positive": 0.15600196849056647, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.0, "time": 0.7847991725429893, "total_loss": 1.7059721451369114} {"data_time": 0.016544158570468426, "eta_seconds": 118444.13129435945, "iteration": 118419, "loss_fcos_cls": 0.26794933737255633, "loss_fcos_ctr": 0.6180463479831815, "loss_fcos_loc": 0.19522778457030654, "loss_mask": 0.2777423709630966, "loss_maskiou": 0.005582108184171375, "loss_sem_seg": 0.31307837180793285, "lr": 0.01, "mask_rcnn/accuracy": 0.8674507260816784, "mask_rcnn/false_negative": 0.10164922052458071, "mask_rcnn/false_positive": 0.1670929119740297, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 25.5, "time": 0.7781585175544024, "total_loss": 1.6913689381544827} {"data_time": 0.017511097714304924, "eta_seconds": 118421.48170450237, "iteration": 118439, "loss_fcos_cls": 0.2516743907472119, "loss_fcos_ctr": 0.6230113739147782, "loss_fcos_loc": 0.1954314848408103, "loss_mask": 0.27031944040209055, "loss_maskiou": 0.0060589077256736346, "loss_sem_seg": 0.28313577035441995, "lr": 0.01, "mask_rcnn/accuracy": 0.8617709929821731, "mask_rcnn/false_negative": 0.09307623469692908, "mask_rcnn/false_positive": 0.1518883429484733, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 25.25, "time": 0.7840522946789861, "total_loss": 1.6316001432569465} {"data_time": 0.016154286451637745, "eta_seconds": 118405.8547976194, "iteration": 118459, "loss_fcos_cls": 0.2506983728380874, "loss_fcos_ctr": 0.618545806966722, "loss_fcos_loc": 0.1896910413634032, "loss_mask": 0.2522180452942848, "loss_maskiou": 0.005516154036740772, "loss_sem_seg": 0.2930673169903457, "lr": 0.01, "mask_rcnn/accuracy": 0.9040603529547413, "mask_rcnn/false_negative": 0.08103177898849465, "mask_rcnn/false_positive": 0.10965081741742777, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7909326134249568, "total_loss": 1.613803125823324} {"data_time": 0.017705557867884636, "eta_seconds": 118385.67425313033, "iteration": 118479, "loss_fcos_cls": 0.2637943113222718, "loss_fcos_ctr": 0.623974621295929, "loss_fcos_loc": 0.21226825565099716, "loss_mask": 0.27235287334769964, "loss_maskiou": 0.00623261186410673, "loss_sem_seg": 0.2671004419680685, "lr": 0.01, "mask_rcnn/accuracy": 0.8786994166598678, "mask_rcnn/false_negative": 0.09213735053492764, "mask_rcnn/false_positive": 0.15998835794875285, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7687735995277762, "total_loss": 1.6407051744608907} {"data_time": 0.015915262512862682, "eta_seconds": 118339.21854654979, "iteration": 118499, "loss_fcos_cls": 0.26484891783911735, "loss_fcos_ctr": 0.6219538524746895, "loss_fcos_loc": 0.21013618644792587, "loss_mask": 0.27397941146045923, "loss_maskiou": 0.005704903283913154, "loss_sem_seg": 0.2936888886615634, "lr": 0.01, "mask_rcnn/accuracy": 0.9017735167837627, "mask_rcnn/false_negative": 0.07650685054097475, "mask_rcnn/false_positive": 0.12302359116898826, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7726766914129257, "total_loss": 1.6349108989888919} {"data_time": 0.015226611867547035, "eta_seconds": 118421.96878576651, "iteration": 118519, "loss_fcos_cls": 0.27447565156035125, "loss_fcos_ctr": 0.6201257929205894, "loss_fcos_loc": 0.19856385834282264, "loss_mask": 0.28676490392535925, "loss_maskiou": 0.006356978099574917, "loss_sem_seg": 0.28099827002733946, "lr": 0.01, "mask_rcnn/accuracy": 0.8777864547179417, "mask_rcnn/false_negative": 0.0981006813641625, "mask_rcnn/false_positive": 0.13265690516639705, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.5, "time": 0.7967338860034943, "total_loss": 1.6702844877290772} {"data_time": 0.01670324243605137, "eta_seconds": 118272.90538457874, "iteration": 118539, "loss_fcos_cls": 0.26723281387239695, "loss_fcos_ctr": 0.622064733877778, "loss_fcos_loc": 0.19183375377906486, "loss_mask": 0.2692425884306431, "loss_maskiou": 0.005260053767415229, "loss_sem_seg": 0.27038615522906184, "lr": 0.01, "mask_rcnn/accuracy": 0.8788203983516483, "mask_rcnn/false_negative": 0.09230485595991633, "mask_rcnn/false_positive": 0.1321526051111402, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.5, "time": 0.7465720437467098, "total_loss": 1.6209358784399228} {"data_time": 0.01624728087335825, "eta_seconds": 118274.10642654076, "iteration": 118559, "loss_fcos_cls": 0.2749181336257607, "loss_fcos_ctr": 0.6251809233799577, "loss_fcos_loc": 0.20846766768954694, "loss_mask": 0.28639816027134657, "loss_maskiou": 0.006642113236011937, "loss_sem_seg": 0.3018369050696492, "lr": 0.01, "mask_rcnn/accuracy": 0.8900390099542641, "mask_rcnn/false_negative": 0.08720009274412185, "mask_rcnn/false_positive": 0.146738300518322, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.784992104396224, "total_loss": 1.7150552926104865} {"data_time": 0.016593498177826405, "eta_seconds": 118293.72512642667, "iteration": 118579, "loss_fcos_cls": 0.2563999304547906, "loss_fcos_ctr": 0.6221897536888719, "loss_fcos_loc": 0.2088623334420845, "loss_mask": 0.2902728896588087, "loss_maskiou": 0.006467108403739985, "loss_sem_seg": 0.24782129982486367, "lr": 0.01, "mask_rcnn/accuracy": 0.8905988064868804, "mask_rcnn/false_negative": 0.09102650569504853, "mask_rcnn/false_positive": 0.13398208060919398, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.25, "time": 0.7656205575913191, "total_loss": 1.6417810925777303} {"data_time": 0.018261414021253586, "eta_seconds": 118278.10064565763, "iteration": 118599, "loss_fcos_cls": 0.27218736871145666, "loss_fcos_ctr": 0.618310185149312, "loss_fcos_loc": 0.19581779895815998, "loss_mask": 0.2743212468922138, "loss_maskiou": 0.006294969614828005, "loss_sem_seg": 0.27670721942558885, "lr": 0.01, "mask_rcnn/accuracy": 0.8861670962380812, "mask_rcnn/false_negative": 0.0763580507228239, "mask_rcnn/false_positive": 0.14856284379584678, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.5, "time": 0.7904137317091227, "total_loss": 1.6540526565149776} {"data_time": 0.016530771739780903, "eta_seconds": 118241.58507535607, "iteration": 118619, "loss_fcos_cls": 0.2603632281534374, "loss_fcos_ctr": 0.6207337253727019, "loss_fcos_loc": 0.1945838028914295, "loss_mask": 0.27041108533740044, "loss_maskiou": 0.005758642495493405, "loss_sem_seg": 0.2952106040902436, "lr": 0.01, "mask_rcnn/accuracy": 0.8837032775066549, "mask_rcnn/false_negative": 0.0934785615056889, "mask_rcnn/false_positive": 0.13750116827459688, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.25, "time": 0.7799824792891741, "total_loss": 1.659201107435365} {"data_time": 0.017624209634959698, "eta_seconds": 118211.6271209754, "iteration": 118639, "loss_fcos_cls": 0.2681536504533142, "loss_fcos_ctr": 0.6212183008901775, "loss_fcos_loc": 0.2114757540402934, "loss_mask": 0.2834958927705884, "loss_maskiou": 0.006872565354569815, "loss_sem_seg": 0.265453745611012, "lr": 0.01, "mask_rcnn/accuracy": 0.8611527918620865, "mask_rcnn/false_negative": 0.09506823850246937, "mask_rcnn/false_positive": 0.14571425676675803, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.7883876515552402, "total_loss": 1.6749668532866053} {"data_time": 0.017336849123239517, "eta_seconds": 118179.78285205923, "iteration": 118659, "loss_fcos_cls": 0.26978617277927697, "loss_fcos_ctr": 0.6225997125729918, "loss_fcos_loc": 0.20329442666843534, "loss_mask": 0.2802706193178892, "loss_maskiou": 0.006178735195135232, "loss_sem_seg": 0.24375100154429674, "lr": 0.01, "mask_rcnn/accuracy": 0.8874324446045758, "mask_rcnn/false_negative": 0.0944809967509528, "mask_rcnn/false_positive": 0.11828505282231438, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7681421637535095, "total_loss": 1.6495917993161129} {"data_time": 0.019308552145957947, "eta_seconds": 118180.38746819273, "iteration": 118679, "loss_fcos_cls": 0.2649139044806361, "loss_fcos_ctr": 0.6235120426863432, "loss_fcos_loc": 0.20777851867023855, "loss_mask": 0.2748927092179656, "loss_maskiou": 0.005863182315806625, "loss_sem_seg": 0.274377450812608, "lr": 0.01, "mask_rcnn/accuracy": 0.8711468303202174, "mask_rcnn/false_negative": 0.0963171304351135, "mask_rcnn/false_positive": 0.13289358860931821, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.7885348806157708, "total_loss": 1.6693417629867326} {"data_time": 0.01588627975434065, "eta_seconds": 118225.34162571747, "iteration": 118699, "loss_fcos_cls": 0.2786929513094947, "loss_fcos_ctr": 0.6198620507493615, "loss_fcos_loc": 0.19186320737935603, "loss_mask": 0.2753973063081503, "loss_maskiou": 0.0054804321844130754, "loss_sem_seg": 0.2753934252541512, "lr": 0.01, "mask_rcnn/accuracy": 0.884280587234894, "mask_rcnn/false_negative": 0.0807124105927492, "mask_rcnn/false_positive": 0.1527308518792226, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.25, "time": 0.7892376333475113, "total_loss": 1.6603478750330396} {"data_time": 0.0172124020755291, "eta_seconds": 118198.26974654105, "iteration": 118719, "loss_fcos_cls": 0.2710864180698991, "loss_fcos_ctr": 0.6224800236523151, "loss_fcos_loc": 0.20478312158957124, "loss_mask": 0.2779397713020444, "loss_maskiou": 0.005984025752695743, "loss_sem_seg": 0.2679115333594382, "lr": 0.01, "mask_rcnn/accuracy": 0.879105760489036, "mask_rcnn/false_negative": 0.10293396477289116, "mask_rcnn/false_positive": 0.1295819595808084, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7737222630530596, "total_loss": 1.6523753034125548} {"data_time": 0.01615240052342415, "eta_seconds": 118182.64342601877, "iteration": 118739, "loss_fcos_cls": 0.2723718620836735, "loss_fcos_ctr": 0.6226273216307163, "loss_fcos_loc": 0.20282750576734543, "loss_mask": 0.2774464776739478, "loss_maskiou": 0.006283879280090332, "loss_sem_seg": 0.2921164312865585, "lr": 0.01, "mask_rcnn/accuracy": 0.8739341222600151, "mask_rcnn/false_negative": 0.10105481877217384, "mask_rcnn/false_positive": 0.1505920178222857, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7711289990693331, "total_loss": 1.6646861260815058} {"data_time": 0.017376882955431938, "eta_seconds": 118167.01710549649, "iteration": 118759, "loss_fcos_cls": 0.26018141862004995, "loss_fcos_ctr": 0.6219233125448227, "loss_fcos_loc": 0.20667126239277422, "loss_mask": 0.28103944938629866, "loss_maskiou": 0.006314913262031041, "loss_sem_seg": 0.3076280802488327, "lr": 0.01, "mask_rcnn/accuracy": 0.8914494851994852, "mask_rcnn/false_negative": 0.077779561853553, "mask_rcnn/false_positive": 0.1376928045463062, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 25.0, "time": 0.7854943806305528, "total_loss": 1.6811833729625505} {"data_time": 0.017943523824214935, "eta_seconds": 118088.23196438793, "iteration": 118779, "loss_fcos_cls": 0.2633374787401408, "loss_fcos_ctr": 0.6213652174919844, "loss_fcos_loc": 0.20099561801180243, "loss_mask": 0.2754216422326863, "loss_maskiou": 0.00579257224308094, "loss_sem_seg": 0.3026917609386146, "lr": 0.01, "mask_rcnn/accuracy": 0.8889096374483143, "mask_rcnn/false_negative": 0.08258735194952424, "mask_rcnn/false_positive": 0.1393846731594509, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.25, "time": 0.763863218948245, "total_loss": 1.6806729675663519} {"data_time": 0.015910906717181206, "eta_seconds": 118070.45907595567, "iteration": 118799, "loss_fcos_cls": 0.27191360166762024, "loss_fcos_ctr": 0.6239291978999972, "loss_fcos_loc": 0.21000720048323274, "loss_mask": 0.27676892559975386, "loss_maskiou": 0.006062989890779136, "loss_sem_seg": 0.2953500635921955, "lr": 0.01, "mask_rcnn/accuracy": 0.8877397549929062, "mask_rcnn/false_negative": 0.08852972973083156, "mask_rcnn/false_positive": 0.15583269883590764, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7680449578911066, "total_loss": 1.703634892735863} {"data_time": 0.016205296851694584, "eta_seconds": 118071.04868345335, "iteration": 118819, "loss_fcos_cls": 0.25937971472740173, "loss_fcos_ctr": 0.6215728914830834, "loss_fcos_loc": 0.20609972241800278, "loss_mask": 0.2698849765583873, "loss_maskiou": 0.006126346459495835, "loss_sem_seg": 0.26859475835226476, "lr": 0.01, "mask_rcnn/accuracy": 0.868936949779912, "mask_rcnn/false_negative": 0.10396506776188798, "mask_rcnn/false_positive": 0.1267049645117434, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.0, "time": 0.7838810877874494, "total_loss": 1.6680208699326613} {"data_time": 0.015518417581915855, "eta_seconds": 118069.74614764005, "iteration": 118839, "loss_fcos_cls": 0.2609928345773369, "loss_fcos_ctr": 0.6194302695803344, "loss_fcos_loc": 0.2021330720745027, "loss_mask": 0.28163487557321787, "loss_maskiou": 0.006080760464101331, "loss_sem_seg": 0.3046770552173257, "lr": 0.01, "mask_rcnn/accuracy": 0.8763549191849449, "mask_rcnn/false_negative": 0.10515473193052927, "mask_rcnn/false_positive": 0.15682612338201524, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.7910555098205805, "total_loss": 1.6831787217706733} {"data_time": 0.01633899100124836, "eta_seconds": 118038.18197397981, "iteration": 118859, "loss_fcos_cls": 0.279452906223014, "loss_fcos_ctr": 0.6231035012751818, "loss_fcos_loc": 0.20646723872050643, "loss_mask": 0.27946291398257017, "loss_maskiou": 0.006651909372521914, "loss_sem_seg": 0.26779567217454314, "lr": 0.01, "mask_rcnn/accuracy": 0.8907883361678004, "mask_rcnn/false_negative": 0.09811401517482568, "mask_rcnn/false_positive": 0.11294372496958002, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.775824579410255, "total_loss": 1.6572010238487564} {"data_time": 0.01583345141261816, "eta_seconds": 118073.25918236282, "iteration": 118879, "loss_fcos_cls": 0.27536792936734855, "loss_fcos_ctr": 0.6222351221367717, "loss_fcos_loc": 0.20700552267953753, "loss_mask": 0.2775507364422083, "loss_maskiou": 0.006961306935409084, "loss_sem_seg": 0.29591353377327323, "lr": 0.01, "mask_rcnn/accuracy": 0.8804242841160979, "mask_rcnn/false_negative": 0.09731779615608216, "mask_rcnn/false_positive": 0.15026885693125144, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7866125106811523, "total_loss": 1.7217959352128673} {"data_time": 0.01584223099052906, "eta_seconds": 118022.88098553568, "iteration": 118899, "loss_fcos_cls": 0.24540496757254004, "loss_fcos_ctr": 0.6204238990321755, "loss_fcos_loc": 0.2047824111650698, "loss_mask": 0.26968037616461515, "loss_maskiou": 0.005331917669536779, "loss_sem_seg": 0.2893928508274257, "lr": 0.01, "mask_rcnn/accuracy": 0.8938131070038078, "mask_rcnn/false_negative": 0.0873308180052522, "mask_rcnn/false_positive": 0.12383690393061633, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 20.0, "time": 0.762955816462636, "total_loss": 1.6343628926188103} {"data_time": 0.01726887933909893, "eta_seconds": 118042.00654131826, "iteration": 118919, "loss_fcos_cls": 0.26486881636083126, "loss_fcos_ctr": 0.619703333824873, "loss_fcos_loc": 0.20879134279675782, "loss_mask": 0.276231374591589, "loss_maskiou": 0.0059697834876715206, "loss_sem_seg": 0.27978539606556296, "lr": 0.01, "mask_rcnn/accuracy": 0.8828564034309376, "mask_rcnn/false_negative": 0.08412697317115281, "mask_rcnn/false_positive": 0.1618989508786885, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.25, "time": 0.7952963439747691, "total_loss": 1.679372879640141} {"data_time": 0.016576435416936874, "eta_seconds": 118095.58729618695, "iteration": 118939, "loss_fcos_cls": 0.25647092185681686, "loss_fcos_ctr": 0.622776947915554, "loss_fcos_loc": 0.20092467032372952, "loss_mask": 0.27248490089550614, "loss_maskiou": 0.006035590973624494, "loss_sem_seg": 0.28677636198699474, "lr": 0.01, "mask_rcnn/accuracy": 0.8989225060653632, "mask_rcnn/false_negative": 0.08575673906740403, "mask_rcnn/false_positive": 0.09907292037046808, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.0, "time": 0.7934199813753366, "total_loss": 1.6373268933893996} {"data_time": 0.015440765768289566, "eta_seconds": 118048.96774008404, "iteration": 118959, "loss_fcos_cls": 0.26882458210457116, "loss_fcos_ctr": 0.6205592667683959, "loss_fcos_loc": 0.19472948601469398, "loss_mask": 0.2709740288555622, "loss_maskiou": 0.0066700161405606195, "loss_sem_seg": 0.26438853330910206, "lr": 0.01, "mask_rcnn/accuracy": 0.8896179808336204, "mask_rcnn/false_negative": 0.08244300248984099, "mask_rcnn/false_positive": 0.14978355496167967, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7651458336040378, "total_loss": 1.6127663017250597} {"data_time": 0.015069175511598587, "eta_seconds": 118074.48330242652, "iteration": 118979, "loss_fcos_cls": 0.2886924078920856, "loss_fcos_ctr": 0.6224712897092104, "loss_fcos_loc": 0.21309969580033794, "loss_mask": 0.2780723860487342, "loss_maskiou": 0.006664088756224373, "loss_sem_seg": 0.2783897186163813, "lr": 0.01, "mask_rcnn/accuracy": 0.8748590711148836, "mask_rcnn/false_negative": 0.10616470902812053, "mask_rcnn/false_positive": 0.14605201595885026, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7859652396291494, "total_loss": 1.6972541703726165} {"data_time": 0.01583234779536724, "eta_seconds": 118030.71345375478, "iteration": 118999, "loss_fcos_cls": 0.2668382797855884, "loss_fcos_ctr": 0.6187873370945454, "loss_fcos_loc": 0.20155605487525463, "loss_mask": 0.2777351522818208, "loss_maskiou": 0.0062385922647081316, "loss_sem_seg": 0.2897154400125146, "lr": 0.01, "mask_rcnn/accuracy": 0.8691221904495281, "mask_rcnn/false_negative": 0.10955753385854106, "mask_rcnn/false_positive": 0.16006244056985525, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.5, "time": 0.7841060375794768, "total_loss": 1.672656752889452} {"data_time": 0.017307378351688385, "eta_seconds": 117975.29629012663, "iteration": 119019, "loss_fcos_cls": 0.24980288022197783, "loss_fcos_ctr": 0.6194894933141768, "loss_fcos_loc": 0.1918506978545338, "loss_mask": 0.26631486881524324, "loss_maskiou": 0.005760620508226566, "loss_sem_seg": 0.30440221121534705, "lr": 0.01, "mask_rcnn/accuracy": 0.8967932808716708, "mask_rcnn/false_negative": 0.07884146581115348, "mask_rcnn/false_positive": 0.11663417251398883, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7676896639168262, "total_loss": 1.6637182472077257} {"data_time": 0.014936466701328754, "eta_seconds": 117927.41549007129, "iteration": 119039, "loss_fcos_cls": 0.26349955587647855, "loss_fcos_ctr": 0.6216612718999386, "loss_fcos_loc": 0.20131595560815185, "loss_mask": 0.2805568380281329, "loss_maskiou": 0.006783309479942545, "loss_sem_seg": 0.2698254487477243, "lr": 0.01, "mask_rcnn/accuracy": 0.8921114044769551, "mask_rcnn/false_negative": 0.10190290351234774, "mask_rcnn/false_positive": 0.14251786450533505, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7755411900579929, "total_loss": 1.6258538156398572} {"data_time": 0.016700513660907745, "eta_seconds": 117932.62229766231, "iteration": 119059, "loss_fcos_cls": 0.2710566690657288, "loss_fcos_ctr": 0.622473819181323, "loss_fcos_loc": 0.19875076197786257, "loss_mask": 0.2764918440952897, "loss_maskiou": 0.005986632837448269, "loss_sem_seg": 0.30480313999578357, "lr": 0.01, "mask_rcnn/accuracy": 0.903657057771374, "mask_rcnn/false_negative": 0.09662193147445643, "mask_rcnn/false_positive": 0.12289675549546863, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.7987073911353946, "total_loss": 1.6863372355874162} {"data_time": 0.014729974791407585, "eta_seconds": 117896.1683691619, "iteration": 119079, "loss_fcos_cls": 0.2719737449660897, "loss_fcos_ctr": 0.6208473313599825, "loss_fcos_loc": 0.20006563869537786, "loss_mask": 0.2776158004999161, "loss_maskiou": 0.006289582161116414, "loss_sem_seg": 0.3032291466370225, "lr": 0.01, "mask_rcnn/accuracy": 0.8790966838069607, "mask_rcnn/false_negative": 0.0973602433520823, "mask_rcnn/false_positive": 0.16982147277553888, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.796068700030446, "total_loss": 1.6911520420580928} {"data_time": 0.01541215367615223, "eta_seconds": 117866.66377852112, "iteration": 119099, "loss_fcos_cls": 0.27046499331481755, "loss_fcos_ctr": 0.6212806310504675, "loss_fcos_loc": 0.20048378640785813, "loss_mask": 0.2869061008095741, "loss_maskiou": 0.006277492015215103, "loss_sem_seg": 0.26802497869357467, "lr": 0.01, "mask_rcnn/accuracy": 0.8681068081578285, "mask_rcnn/false_negative": 0.11781047626106522, "mask_rcnn/false_positive": 0.15218011406844384, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7890969049185514, "total_loss": 1.6535754211363383} {"data_time": 0.01663917861878872, "eta_seconds": 117851.04205781966, "iteration": 119119, "loss_fcos_cls": 0.2606977301184088, "loss_fcos_ctr": 0.6202964782714844, "loss_fcos_loc": 0.20912966260220855, "loss_mask": 0.2755154059268534, "loss_maskiou": 0.006427672298741527, "loss_sem_seg": 0.2678927630186081, "lr": 0.01, "mask_rcnn/accuracy": 0.8859125238765457, "mask_rcnn/false_negative": 0.10676231613415851, "mask_rcnn/false_positive": 0.13737920161195358, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.7832383308559656, "total_loss": 1.6307710263863555} {"data_time": 0.01641717553138733, "eta_seconds": 117819.5074187452, "iteration": 119139, "loss_fcos_cls": 0.27771609742194414, "loss_fcos_ctr": 0.6242471113801003, "loss_fcos_loc": 0.20940649299882352, "loss_mask": 0.2807183312252164, "loss_maskiou": 0.006118638193584047, "loss_sem_seg": 0.2797413708176464, "lr": 0.01, "mask_rcnn/accuracy": 0.884638680033417, "mask_rcnn/false_negative": 0.10042709677527051, "mask_rcnn/false_positive": 0.1227855197479691, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 25.25, "time": 0.7815199997276068, "total_loss": 1.666438802902121} {"data_time": 0.0159843061119318, "eta_seconds": 117833.67412734311, "iteration": 119159, "loss_fcos_cls": 0.2620413941331208, "loss_fcos_ctr": 0.6229342361912131, "loss_fcos_loc": 0.20041879848577082, "loss_mask": 0.2675641532987356, "loss_maskiou": 0.005661447816237342, "loss_sem_seg": 0.3019255897961557, "lr": 0.01, "mask_rcnn/accuracy": 0.888386994225678, "mask_rcnn/false_negative": 0.09544284576025308, "mask_rcnn/false_positive": 0.1382780740305471, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.764959548600018, "total_loss": 1.6543674954373273} {"data_time": 0.01662170421332121, "eta_seconds": 117838.86437452864, "iteration": 119179, "loss_fcos_cls": 0.2576639367034659, "loss_fcos_ctr": 0.6194530562497675, "loss_fcos_loc": 0.20110624766675755, "loss_mask": 0.27620519511401653, "loss_maskiou": 0.006121455400716513, "loss_sem_seg": 0.276018257252872, "lr": 0.01, "mask_rcnn/accuracy": 0.87892187401581, "mask_rcnn/false_negative": 0.09576003771008731, "mask_rcnn/false_positive": 0.1408931508832151, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7786068432033062, "total_loss": 1.6494224727357505} {"data_time": 0.017124732956290245, "eta_seconds": 117726.94784522429, "iteration": 119199, "loss_fcos_cls": 0.2751197183970362, "loss_fcos_ctr": 0.6230168417096138, "loss_fcos_loc": 0.20486884092679247, "loss_mask": 0.2805139310657978, "loss_maskiou": 0.006587456082343124, "loss_sem_seg": 0.2808633139356971, "lr": 0.01, "mask_rcnn/accuracy": 0.872276279951052, "mask_rcnn/false_negative": 0.09142014837205027, "mask_rcnn/false_positive": 0.15538260030051732, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.769944328814745, "total_loss": 1.691911925416207} {"data_time": 0.018629667349159718, "eta_seconds": 117711.33429520205, "iteration": 119219, "loss_fcos_cls": 0.2630278653232381, "loss_fcos_ctr": 0.6239055097103119, "loss_fcos_loc": 0.20372895430773497, "loss_mask": 0.2708882810547948, "loss_maskiou": 0.006404401923646219, "loss_sem_seg": 0.2592826297041029, "lr": 0.01, "mask_rcnn/accuracy": 0.8811397215136054, "mask_rcnn/false_negative": 0.10918613569108102, "mask_rcnn/false_positive": 0.12395116689566515, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.5, "time": 0.7851242562755942, "total_loss": 1.6496663933212403} {"data_time": 0.018202203325927258, "eta_seconds": 117725.85618551169, "iteration": 119239, "loss_fcos_cls": 0.26540966611355543, "loss_fcos_ctr": 0.6167443199083209, "loss_fcos_loc": 0.19561450474429876, "loss_mask": 0.2903179293498397, "loss_maskiou": 0.007131494698114693, "loss_sem_seg": 0.31579840555787086, "lr": 0.01, "mask_rcnn/accuracy": 0.877577593537415, "mask_rcnn/false_negative": 0.10025531881205924, "mask_rcnn/false_positive": 0.16383566449637638, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.25, "time": 0.7837419174611568, "total_loss": 1.7170602126134327} {"data_time": 0.014993571676313877, "eta_seconds": 117755.55632506963, "iteration": 119259, "loss_fcos_cls": 0.26125660235993564, "loss_fcos_ctr": 0.6212784796953201, "loss_fcos_loc": 0.19860379840247333, "loss_mask": 0.2745240479707718, "loss_maskiou": 0.005714640079531819, "loss_sem_seg": 0.30125869531184435, "lr": 0.01, "mask_rcnn/accuracy": 0.8993878870838801, "mask_rcnn/false_negative": 0.09162654716674792, "mask_rcnn/false_positive": 0.14326143731898547, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.5, "time": 0.7933534337207675, "total_loss": 1.6687088442849927} {"data_time": 0.017526903189718723, "eta_seconds": 117695.39986195136, "iteration": 119279, "loss_fcos_cls": 0.2652226923382841, "loss_fcos_ctr": 0.6223114700987935, "loss_fcos_loc": 0.20095657522324473, "loss_mask": 0.2704168427735567, "loss_maskiou": 0.006078751670429483, "loss_sem_seg": 0.2983509979676455, "lr": 0.01, "mask_rcnn/accuracy": 0.8879013697870453, "mask_rcnn/false_negative": 0.09872506424313574, "mask_rcnn/false_positive": 0.11811482667847834, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.75, "time": 0.7773358002305031, "total_loss": 1.6794757377210772} {"data_time": 0.01618975680321455, "eta_seconds": 117756.50662148464, "iteration": 119299, "loss_fcos_cls": 0.26883613504469395, "loss_fcos_ctr": 0.6233223248273134, "loss_fcos_loc": 0.2053320894483477, "loss_mask": 0.290654294192791, "loss_maskiou": 0.006599694781471044, "loss_sem_seg": 0.2929126125527546, "lr": 0.01, "mask_rcnn/accuracy": 0.8623360058309038, "mask_rcnn/false_negative": 0.11404017290795795, "mask_rcnn/false_positive": 0.16401020622173282, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.25, "time": 0.7863808590918779, "total_loss": 1.690433951713203} {"data_time": 0.01601893361657858, "eta_seconds": 117740.87878801022, "iteration": 119319, "loss_fcos_cls": 0.2598193205194548, "loss_fcos_ctr": 0.6217305902391672, "loss_fcos_loc": 0.2057515325723216, "loss_mask": 0.2824527136981487, "loss_maskiou": 0.00640393077628687, "loss_sem_seg": 0.26036402117460966, "lr": 0.01, "mask_rcnn/accuracy": 0.8758239431105543, "mask_rcnn/false_negative": 0.09864002666693474, "mask_rcnn/false_positive": 0.15024691398405973, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.25, "time": 0.778356702066958, "total_loss": 1.6569183757674182} {"data_time": 0.01590116322040558, "eta_seconds": 117778.69136186689, "iteration": 119339, "loss_fcos_cls": 0.2691299636499025, "loss_fcos_ctr": 0.6244920361787081, "loss_fcos_loc": 0.21059033961500973, "loss_mask": 0.2810497013852, "loss_maskiou": 0.006631423646467738, "loss_sem_seg": 0.28265907568857074, "lr": 0.01, "mask_rcnn/accuracy": 0.867236587816945, "mask_rcnn/false_negative": 0.11877274418310657, "mask_rcnn/false_positive": 0.1418603688721769, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.0, "time": 0.7872469620779157, "total_loss": 1.716774095017172} {"data_time": 0.017741416580975056, "eta_seconds": 117709.62312106136, "iteration": 119359, "loss_fcos_cls": 0.2556264060549438, "loss_fcos_ctr": 0.6183709939941764, "loss_fcos_loc": 0.1951460011769086, "loss_mask": 0.2604488842189312, "loss_maskiou": 0.004980207319022156, "loss_sem_seg": 0.27830693405121565, "lr": 0.01, "mask_rcnn/accuracy": 0.874367503748126, "mask_rcnn/false_negative": 0.08342446139371895, "mask_rcnn/false_positive": 0.1592556736208316, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7759669609367847, "total_loss": 1.6109640879876679} {"data_time": 0.014732396230101585, "eta_seconds": 117682.60116930585, "iteration": 119379, "loss_fcos_cls": 0.2630117214284837, "loss_fcos_ctr": 0.6216197833418846, "loss_fcos_loc": 0.20911509916186333, "loss_mask": 0.2723659803159535, "loss_maskiou": 0.005761906166299013, "loss_sem_seg": 0.27886839490383863, "lr": 0.01, "mask_rcnn/accuracy": 0.8906265449493751, "mask_rcnn/false_negative": 0.09812907999278986, "mask_rcnn/false_positive": 0.11852830556866739, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7804354317486286, "total_loss": 1.6411664839179139} {"data_time": 0.015659195370972157, "eta_seconds": 117649.86041381396, "iteration": 119399, "loss_fcos_cls": 0.262803457910195, "loss_fcos_ctr": 0.6203595073893666, "loss_fcos_loc": 0.19995274231769145, "loss_mask": 0.27380941435694695, "loss_maskiou": 0.005651596889947541, "loss_sem_seg": 0.28082305612042546, "lr": 0.01, "mask_rcnn/accuracy": 0.8919168628990057, "mask_rcnn/false_negative": 0.08753417019061899, "mask_rcnn/false_positive": 0.13172753913229934, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.5, "time": 0.7787107732146978, "total_loss": 1.6579697027336806} {"data_time": 0.017727351747453213, "eta_seconds": 117684.12894683052, "iteration": 119419, "loss_fcos_cls": 0.27212048554793, "loss_fcos_ctr": 0.6219848366454244, "loss_fcos_loc": 0.21068630763329566, "loss_mask": 0.26900952588766813, "loss_maskiou": 0.006892622172017582, "loss_sem_seg": 0.2987427110783756, "lr": 0.01, "mask_rcnn/accuracy": 0.8799067283163265, "mask_rcnn/false_negative": 0.09862869493367979, "mask_rcnn/false_positive": 0.15063991605868485, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.7847195472568274, "total_loss": 1.6880178476785659} {"data_time": 0.016865708865225315, "eta_seconds": 117618.61231840588, "iteration": 119439, "loss_fcos_cls": 0.26516211056150496, "loss_fcos_ctr": 0.6212713653221726, "loss_fcos_loc": 0.20168768614530563, "loss_mask": 0.2688490990549326, "loss_maskiou": 0.005346776808437426, "loss_sem_seg": 0.2822535412851721, "lr": 0.01, "mask_rcnn/accuracy": 0.8932414557414556, "mask_rcnn/false_negative": 0.08631323423620454, "mask_rcnn/false_positive": 0.12443176124869748, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 23.5, "time": 0.775476404465735, "total_loss": 1.6908960735308938} {"data_time": 0.017470222897827625, "eta_seconds": 117574.11936937366, "iteration": 119459, "loss_fcos_cls": 0.25903571816161275, "loss_fcos_ctr": 0.6241323873400688, "loss_fcos_loc": 0.20419125724583864, "loss_mask": 0.2797189522534609, "loss_maskiou": 0.00537472276846529, "loss_sem_seg": 0.2614228487946093, "lr": 0.01, "mask_rcnn/accuracy": 0.873234126984127, "mask_rcnn/false_negative": 0.12603226084918, "mask_rcnn/false_positive": 0.12702467361931175, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.7790472498163581, "total_loss": 1.6307828740100376} {"data_time": 0.016170989722013474, "eta_seconds": 117575.40389798116, "iteration": 119479, "loss_fcos_cls": 0.2511429733131081, "loss_fcos_ctr": 0.618112126365304, "loss_fcos_loc": 0.19414938474074006, "loss_mask": 0.276234645396471, "loss_maskiou": 0.005581031015026383, "loss_sem_seg": 0.2740860227495432, "lr": 0.01, "mask_rcnn/accuracy": 0.8835217276565799, "mask_rcnn/false_negative": 0.10475100830473713, "mask_rcnn/false_positive": 0.15015635604198357, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7863553278148174, "total_loss": 1.6323064076932496} {"data_time": 0.016338960267603397, "eta_seconds": 117571.74017529376, "iteration": 119499, "loss_fcos_cls": 0.2606681939214468, "loss_fcos_ctr": 0.6229141694493592, "loss_fcos_loc": 0.20935985585674644, "loss_mask": 0.2879496952518821, "loss_maskiou": 0.006482338962086942, "loss_sem_seg": 0.26266999216750264, "lr": 0.01, "mask_rcnn/accuracy": 0.8708772149062327, "mask_rcnn/false_negative": 0.11332884626912453, "mask_rcnn/false_positive": 0.1337701358733032, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7725374717265368, "total_loss": 1.6639608281693654} {"data_time": 0.016278717666864395, "eta_seconds": 117512.51197254378, "iteration": 119519, "loss_fcos_cls": 0.24886427249293774, "loss_fcos_ctr": 0.6189769268967211, "loss_fcos_loc": 0.19848527829162776, "loss_mask": 0.2686030878685415, "loss_maskiou": 0.005428584117908031, "loss_sem_seg": 0.3120362600311637, "lr": 0.01, "mask_rcnn/accuracy": 0.910561988099009, "mask_rcnn/false_negative": 0.08446569692774812, "mask_rcnn/false_positive": 0.11932185199711569, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.25, "time": 0.7669764524325728, "total_loss": 1.641576586625888} {"data_time": 0.01691292319446802, "eta_seconds": 117528.53652243968, "iteration": 119539, "loss_fcos_cls": 0.2575087137520313, "loss_fcos_ctr": 0.6218011491000652, "loss_fcos_loc": 0.1990577019751072, "loss_mask": 0.2675018301233649, "loss_maskiou": 0.006189696658111643, "loss_sem_seg": 0.3091006609611213, "lr": 0.01, "mask_rcnn/accuracy": 0.8917628130797773, "mask_rcnn/false_negative": 0.11158075733428607, "mask_rcnn/false_positive": 0.12897816170932672, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.7707208646461368, "total_loss": 1.6694382574569318} {"data_time": 0.017432767897844315, "eta_seconds": 117481.27546774317, "iteration": 119559, "loss_fcos_cls": 0.26726738922297955, "loss_fcos_ctr": 0.6220029927790165, "loss_fcos_loc": 0.20509955240413547, "loss_mask": 0.2664464320987463, "loss_maskiou": 0.0059061380015918985, "loss_sem_seg": 0.26898214034736156, "lr": 0.01, "mask_rcnn/accuracy": 0.8939156912765106, "mask_rcnn/false_negative": 0.07642471910002158, "mask_rcnn/false_positive": 0.12756930765872643, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.0, "time": 0.7756632585078478, "total_loss": 1.648508221413067} {"data_time": 0.01733106654137373, "eta_seconds": 117497.29160541203, "iteration": 119579, "loss_fcos_cls": 0.2531864298507571, "loss_fcos_ctr": 0.6199221732094884, "loss_fcos_loc": 0.1974736382253468, "loss_mask": 0.2927633076906204, "loss_maskiou": 0.006714706600178033, "loss_sem_seg": 0.3192996750585735, "lr": 0.01, "mask_rcnn/accuracy": 0.8601700014998888, "mask_rcnn/false_negative": 0.11034969543443204, "mask_rcnn/false_positive": 0.1568451100176642, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.0, "time": 0.783525506965816, "total_loss": 1.6869372116634622} {"data_time": 0.016405658796429634, "eta_seconds": 117466.66212940309, "iteration": 119599, "loss_fcos_cls": 0.2681538218166679, "loss_fcos_ctr": 0.6206351751461625, "loss_fcos_loc": 0.20108328748028725, "loss_mask": 0.2838447391986847, "loss_maskiou": 0.0058735019629239105, "loss_sem_seg": 0.30637273751199245, "lr": 0.01, "mask_rcnn/accuracy": 0.8891711487550685, "mask_rcnn/false_negative": 0.08765794774788269, "mask_rcnn/false_positive": 0.14063981269153822, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.25, "time": 0.7698267204686999, "total_loss": 1.695981727767503} {"data_time": 0.016917666420340538, "eta_seconds": 117503.49117725529, "iteration": 119619, "loss_fcos_cls": 0.2674531517550349, "loss_fcos_ctr": 0.6216965457424521, "loss_fcos_loc": 0.20713009615428746, "loss_mask": 0.27380871307104826, "loss_maskiou": 0.005771540381829254, "loss_sem_seg": 0.29275075159966946, "lr": 0.01, "mask_rcnn/accuracy": 0.8686210254190962, "mask_rcnn/false_negative": 0.1035129576306047, "mask_rcnn/false_positive": 0.142753588277708, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7940667951479554, "total_loss": 1.681243570332299} {"data_time": 0.014922365546226501, "eta_seconds": 117439.08436851203, "iteration": 119639, "loss_fcos_cls": 0.2632459483575076, "loss_fcos_ctr": 0.6202315436676145, "loss_fcos_loc": 0.20182307704817504, "loss_mask": 0.27976810187101364, "loss_maskiou": 0.0061247006233315915, "loss_sem_seg": 0.29348448291420937, "lr": 0.01, "mask_rcnn/accuracy": 0.8745861678004535, "mask_rcnn/false_negative": 0.12262837178120259, "mask_rcnn/false_positive": 0.13513721584591887, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7858978472650051, "total_loss": 1.6708436493790941} {"data_time": 0.016168109141290188, "eta_seconds": 117423.46341834962, "iteration": 119659, "loss_fcos_cls": 0.24787036492489278, "loss_fcos_ctr": 0.6217649891041219, "loss_fcos_loc": 0.20621403469704092, "loss_mask": 0.2841314682736993, "loss_maskiou": 0.0061106119901523925, "loss_sem_seg": 0.2549000137951225, "lr": 0.01, "mask_rcnn/accuracy": 0.87072973014507, "mask_rcnn/false_negative": 0.10070591723430632, "mask_rcnn/false_positive": 0.14913127709619506, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.75, "time": 0.7712320769205689, "total_loss": 1.6383639974810649} {"data_time": 0.015907980501651764, "eta_seconds": 117320.30479097273, "iteration": 119679, "loss_fcos_cls": 0.2685900656506419, "loss_fcos_ctr": 0.6193178556859493, "loss_fcos_loc": 0.19755037396680564, "loss_mask": 0.2735254969447851, "loss_maskiou": 0.006079726852476597, "loss_sem_seg": 0.2962215202860534, "lr": 0.01, "mask_rcnn/accuracy": 0.8750434833024119, "mask_rcnn/false_negative": 0.11065286451402093, "mask_rcnn/false_positive": 0.14578646286249908, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.5, "time": 0.7594183748587966, "total_loss": 1.6472990642796503} {"data_time": 0.017094630748033524, "eta_seconds": 117245.73589320388, "iteration": 119699, "loss_fcos_cls": 0.2689783539972268, "loss_fcos_ctr": 0.6214818470180035, "loss_fcos_loc": 0.21316504920832813, "loss_mask": 0.28288123942911625, "loss_maskiou": 0.006644741173658986, "loss_sem_seg": 0.287541386205703, "lr": 0.01, "mask_rcnn/accuracy": 0.8883896147981739, "mask_rcnn/false_negative": 0.08946275620161881, "mask_rcnn/false_positive": 0.14228100247294023, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.0, "time": 0.7702465727925301, "total_loss": 1.6927508697699523} {"data_time": 0.01575352344661951, "eta_seconds": 117356.3294485407, "iteration": 119719, "loss_fcos_cls": 0.26704611582681537, "loss_fcos_ctr": 0.6218113452196121, "loss_fcos_loc": 0.20437681046314538, "loss_mask": 0.2743772706016898, "loss_maskiou": 0.005818999867187813, "loss_sem_seg": 0.2877272260375321, "lr": 0.01, "mask_rcnn/accuracy": 0.894866117442648, "mask_rcnn/false_negative": 0.11185156745849198, "mask_rcnn/false_positive": 0.1474287172349898, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7867153380066156, "total_loss": 1.6698387420619838} {"data_time": 0.015607633627951145, "eta_seconds": 117434.03815673757, "iteration": 119739, "loss_fcos_cls": 0.2651279652491212, "loss_fcos_ctr": 0.623522634152323, "loss_fcos_loc": 0.21319294022396207, "loss_mask": 0.2859657621011138, "loss_maskiou": 0.006342861743178219, "loss_sem_seg": 0.2838736022822559, "lr": 0.01, "mask_rcnn/accuracy": 0.8536857449746816, "mask_rcnn/false_negative": 0.13111831757346937, "mask_rcnn/false_positive": 0.17110118491773924, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 33.25, "time": 0.7969819642603397, "total_loss": 1.687982530274894} {"data_time": 0.017535722814500332, "eta_seconds": 117325.09294374008, "iteration": 119759, "loss_fcos_cls": 0.261697833891958, "loss_fcos_ctr": 0.619398036506027, "loss_fcos_loc": 0.2001789070200175, "loss_mask": 0.28924250788986683, "loss_maskiou": 0.006171865490614437, "loss_sem_seg": 0.26992773404344916, "lr": 0.01, "mask_rcnn/accuracy": 0.865729384702599, "mask_rcnn/false_negative": 0.11097582050521179, "mask_rcnn/false_positive": 0.15156601300867673, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.7756778821349144, "total_loss": 1.6526935442889226} {"data_time": 0.016858069226145744, "eta_seconds": 117309.47469133977, "iteration": 119779, "loss_fcos_cls": 0.2724217022769153, "loss_fcos_ctr": 0.6213677003979683, "loss_fcos_loc": 0.20432565768714994, "loss_mask": 0.27127634547650814, "loss_maskiou": 0.0061615558952325955, "loss_sem_seg": 0.26241337042301893, "lr": 0.01, "mask_rcnn/accuracy": 0.8888270733825445, "mask_rcnn/false_negative": 0.08780022707551077, "mask_rcnn/false_positive": 0.14124517869824657, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.0, "time": 0.7558270134031773, "total_loss": 1.6273528602159786} {"data_time": 0.016016135923564434, "eta_seconds": 117314.11676721275, "iteration": 119799, "loss_fcos_cls": 0.2558915165136568, "loss_fcos_ctr": 0.6199824931100011, "loss_fcos_loc": 0.19712733838241547, "loss_mask": 0.27978059696033597, "loss_maskiou": 0.005846583895618096, "loss_sem_seg": 0.27703322982415557, "lr": 0.01, "mask_rcnn/accuracy": 0.8838531001114057, "mask_rcnn/false_negative": 0.10828915733576339, "mask_rcnn/false_positive": 0.133808059350432, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.7801918303593993, "total_loss": 1.6329310039582197} {"data_time": 0.01637277938425541, "eta_seconds": 117338.94226353057, "iteration": 119819, "loss_fcos_cls": 0.26824615942314267, "loss_fcos_ctr": 0.6221398785710335, "loss_fcos_loc": 0.19542672391980886, "loss_mask": 0.28082799538969994, "loss_maskiou": 0.006112683840910904, "loss_sem_seg": 0.31712097581475973, "lr": 0.01, "mask_rcnn/accuracy": 0.8656744116565545, "mask_rcnn/false_negative": 0.10032513015476557, "mask_rcnn/false_positive": 0.15439114430016504, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.0, "time": 0.7847612565383315, "total_loss": 1.7201152233901666} {"data_time": 0.018306649290025234, "eta_seconds": 117323.31592700817, "iteration": 119839, "loss_fcos_cls": 0.27386971935629845, "loss_fcos_ctr": 0.6201617624610662, "loss_fcos_loc": 0.2006242229253985, "loss_mask": 0.2747038519009948, "loss_maskiou": 0.005931220293859951, "loss_sem_seg": 0.3382222610525787, "lr": 0.01, "mask_rcnn/accuracy": 0.8858972129061415, "mask_rcnn/false_negative": 0.09458105798727728, "mask_rcnn/false_positive": 0.15243177223830978, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.25, "time": 0.787482563406229, "total_loss": 1.7084793123940472} {"data_time": 0.016001278534531593, "eta_seconds": 117354.73026008159, "iteration": 119859, "loss_fcos_cls": 0.2971018422394991, "loss_fcos_ctr": 0.6206421088427305, "loss_fcos_loc": 0.2048854143358767, "loss_mask": 0.2755956584587693, "loss_maskiou": 0.0057008126022992656, "loss_sem_seg": 0.30365787586197257, "lr": 0.01, "mask_rcnn/accuracy": 0.9042576147000154, "mask_rcnn/false_negative": 0.0876826477637786, "mask_rcnn/false_positive": 0.11639118496658943, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.5, "time": 0.7914452906697989, "total_loss": 1.7018699952386669} {"data_time": 0.015944919548928738, "eta_seconds": 117324.62343607191, "iteration": 119879, "loss_fcos_cls": 0.2776988937985152, "loss_fcos_ctr": 0.6217682091519237, "loss_fcos_loc": 0.21301403874531388, "loss_mask": 0.2737023909576237, "loss_maskiou": 0.006441742843890097, "loss_sem_seg": 0.3191406652331352, "lr": 0.01, "mask_rcnn/accuracy": 0.868722836356765, "mask_rcnn/false_negative": 0.10773421969028285, "mask_rcnn/false_positive": 0.1572511329721652, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.5, "time": 0.7829066924750805, "total_loss": 1.7347260432725307} {"data_time": 0.0153198828920722, "eta_seconds": 117375.27171714697, "iteration": 119899, "loss_fcos_cls": 0.26428548200055957, "loss_fcos_ctr": 0.6205697506666183, "loss_fcos_loc": 0.20330991363152862, "loss_mask": 0.2856471501290798, "loss_maskiou": 0.005626983191177715, "loss_sem_seg": 0.28498394414782524, "lr": 0.01, "mask_rcnn/accuracy": 0.8952209292808032, "mask_rcnn/false_negative": 0.06564430947509045, "mask_rcnn/false_positive": 0.12045622324623326, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.7899927590042353, "total_loss": 1.6928041394930915} {"data_time": 0.015781533904373646, "eta_seconds": 117321.45704511926, "iteration": 119919, "loss_fcos_cls": 0.2622032522922382, "loss_fcos_ctr": 0.6227370481938124, "loss_fcos_loc": 0.19990839646197855, "loss_mask": 0.27583380695432425, "loss_maskiou": 0.0065818194998428226, "loss_sem_seg": 0.2927339393645525, "lr": 0.01, "mask_rcnn/accuracy": 0.8763926488962932, "mask_rcnn/false_negative": 0.0930502323173964, "mask_rcnn/false_positive": 0.15392809436757565, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7750156167894602, "total_loss": 1.6339658683573361} {"data_time": 0.0162725867703557, "eta_seconds": 117305.82262676582, "iteration": 119939, "loss_fcos_cls": 0.2737061532679945, "loss_fcos_ctr": 0.6214189785532653, "loss_fcos_loc": 0.20494241290725768, "loss_mask": 0.2922674212604761, "loss_maskiou": 0.006671637362160254, "loss_sem_seg": 0.31182899372652173, "lr": 0.01, "mask_rcnn/accuracy": 0.8795257899077998, "mask_rcnn/false_negative": 0.09526431274489167, "mask_rcnn/false_positive": 0.12108775502782121, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.8003915650770068, "total_loss": 1.7025022837333381} {"data_time": 0.016156663186848164, "eta_seconds": 117290.18820841238, "iteration": 119959, "loss_fcos_cls": 0.2497477442957461, "loss_fcos_ctr": 0.6181186465546489, "loss_fcos_loc": 0.19669521145988256, "loss_mask": 0.2683073319494724, "loss_maskiou": 0.005973716684820829, "loss_sem_seg": 0.30270637688227, "lr": 0.01, "mask_rcnn/accuracy": 0.8454358026914175, "mask_rcnn/false_negative": 0.11579283016432299, "mask_rcnn/false_positive": 0.1766072818932407, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7456859815865755, "total_loss": 1.6808789356728084} {"data_time": 0.01606839243322611, "eta_seconds": 117302.96333819535, "iteration": 119979, "loss_fcos_cls": 0.26321042818017304, "loss_fcos_ctr": 0.6204666448757052, "loss_fcos_loc": 0.20230866596102715, "loss_mask": 0.2759952135384083, "loss_maskiou": 0.006140855926787481, "loss_sem_seg": 0.3468947019428015, "lr": 0.01, "mask_rcnn/accuracy": 0.8802661934338953, "mask_rcnn/false_negative": 0.105239044215201, "mask_rcnn/false_positive": 0.140649533532392, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.5, "time": 0.79043591581285, "total_loss": 1.7247685387264937} {"data_time": 0.016799764707684517, "eta_seconds": 117297.07418900449, "iteration": 119999, "loss_fcos_cls": 0.25873614894226193, "loss_fcos_ctr": 0.6208945149555802, "loss_fcos_loc": 0.19880500179715455, "loss_mask": 0.27358053158968687, "loss_maskiou": 0.006053080054698512, "loss_sem_seg": 0.24778420245274901, "lr": 0.01, "mask_rcnn/accuracy": 0.8889789154298082, "mask_rcnn/false_negative": 0.09121347399695513, "mask_rcnn/false_positive": 0.10455892558750504, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.5, "time": 0.7874134294688702, "total_loss": 1.6171945176611189} {"data_time": 0.016599575988948345, "eta_seconds": 117271.68692666944, "iteration": 120019, "loss_fcos_cls": 0.2739650289295241, "loss_fcos_ctr": 0.6201242855750024, "loss_fcos_loc": 0.20876103243790567, "loss_mask": 0.27779915928840637, "loss_maskiou": 0.0060003566250088625, "loss_sem_seg": 0.2855413448996842, "lr": 0.01, "mask_rcnn/accuracy": 0.8688849033589339, "mask_rcnn/false_negative": 0.10526145746391383, "mask_rcnn/false_positive": 0.16370830742958414, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7720296382904053, "total_loss": 1.65515089717519} {"data_time": 0.01661617960780859, "eta_seconds": 117256.04872090649, "iteration": 120039, "loss_fcos_cls": 0.26102412422187626, "loss_fcos_ctr": 0.6263019512407482, "loss_fcos_loc": 0.20336983515881002, "loss_mask": 0.28283242136240005, "loss_maskiou": 0.006301451168837957, "loss_sem_seg": 0.3172445450909436, "lr": 0.01, "mask_rcnn/accuracy": 0.867645175129943, "mask_rcnn/false_negative": 0.09835445508009209, "mask_rcnn/false_positive": 0.16173311973893545, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 38.0, "time": 0.7723308522254229, "total_loss": 1.6947251820456586} {"data_time": 0.0163988396525383, "eta_seconds": 117149.09795021731, "iteration": 120059, "loss_fcos_cls": 0.26657736231572926, "loss_fcos_ctr": 0.6207767901942134, "loss_fcos_loc": 0.20485230040503666, "loss_mask": 0.28146527241915464, "loss_maskiou": 0.005999038701702375, "loss_sem_seg": 0.31932923570275307, "lr": 0.01, "mask_rcnn/accuracy": 0.8834154155858869, "mask_rcnn/false_negative": 0.09293509763243533, "mask_rcnn/false_positive": 0.1331098941383309, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.25, "time": 0.7761170035228133, "total_loss": 1.6764347908683703} {"data_time": 0.015296047553420067, "eta_seconds": 117075.20090533514, "iteration": 120079, "loss_fcos_cls": 0.2651459779590368, "loss_fcos_ctr": 0.6224443358369172, "loss_fcos_loc": 0.20866733696311712, "loss_mask": 0.28106725215911865, "loss_maskiou": 0.0065337376145180315, "loss_sem_seg": 0.2876503043808043, "lr": 0.01, "mask_rcnn/accuracy": 0.866420406940121, "mask_rcnn/false_negative": 0.12450214607991164, "mask_rcnn/false_positive": 0.14788656351488302, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.0, "time": 0.7861268175765872, "total_loss": 1.6637705838365946} {"data_time": 0.018879429437220097, "eta_seconds": 117117.84589829016, "iteration": 120099, "loss_fcos_cls": 0.266071155667305, "loss_fcos_ctr": 0.6175494166091084, "loss_fcos_loc": 0.19483247096650302, "loss_mask": 0.26527028577402234, "loss_maskiou": 0.005632518790662289, "loss_sem_seg": 0.28975051175802946, "lr": 0.01, "mask_rcnn/accuracy": 0.9026713509076436, "mask_rcnn/false_negative": 0.09457860767506879, "mask_rcnn/false_positive": 0.14261619087711935, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7925969585776329, "total_loss": 1.6272688133321935} {"data_time": 0.016979001462459564, "eta_seconds": 117064.18156461418, "iteration": 120119, "loss_fcos_cls": 0.25460596987977624, "loss_fcos_ctr": 0.619069566950202, "loss_fcos_loc": 0.18423265358433127, "loss_mask": 0.26076605916023254, "loss_maskiou": 0.006151507157483138, "loss_sem_seg": 0.2871960662305355, "lr": 0.01, "mask_rcnn/accuracy": 0.8799368511397097, "mask_rcnn/false_negative": 0.08729220303007854, "mask_rcnn/false_positive": 0.14884020040735219, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7520483890548348, "total_loss": 1.6394410393986618} {"data_time": 0.01839920412749052, "eta_seconds": 117066.61064576637, "iteration": 120139, "loss_fcos_cls": 0.28272233600728214, "loss_fcos_ctr": 0.6252867244184017, "loss_fcos_loc": 0.20676043163985014, "loss_mask": 0.284345013089478, "loss_maskiou": 0.006124320374510717, "loss_sem_seg": 0.3317320398055017, "lr": 0.01, "mask_rcnn/accuracy": 0.8762873095584209, "mask_rcnn/false_negative": 0.08738564304054777, "mask_rcnn/false_positive": 0.1524273186921612, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.0, "time": 0.7827297300100327, "total_loss": 1.7250691640365403} {"data_time": 0.016683975234627724, "eta_seconds": 117096.37155808602, "iteration": 120159, "loss_fcos_cls": 0.26118932222016156, "loss_fcos_ctr": 0.6195394387468696, "loss_fcos_loc": 0.1986929806880653, "loss_mask": 0.26984508289024234, "loss_maskiou": 0.0056708157499087974, "loss_sem_seg": 0.2824860196560621, "lr": 0.01, "mask_rcnn/accuracy": 0.8750246527182302, "mask_rcnn/false_negative": 0.07955443505308399, "mask_rcnn/false_positive": 0.15258865334626803, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7912155045196414, "total_loss": 1.6925753952527884} {"data_time": 0.016097872518002987, "eta_seconds": 117118.20960652456, "iteration": 120179, "loss_fcos_cls": 0.2613936385605484, "loss_fcos_ctr": 0.6199637530371547, "loss_fcos_loc": 0.19819204800296575, "loss_mask": 0.27728770999237895, "loss_maskiou": 0.006502989854197949, "loss_sem_seg": 0.2951479875482619, "lr": 0.01, "mask_rcnn/accuracy": 0.8675175836303997, "mask_rcnn/false_negative": 0.09117168222641853, "mask_rcnn/false_positive": 0.14539142489061788, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7819744646549225, "total_loss": 1.6709571790561313} {"data_time": 0.015222021378576756, "eta_seconds": 117116.11088408623, "iteration": 120199, "loss_fcos_cls": 0.2757890918292105, "loss_fcos_ctr": 0.617488575167954, "loss_fcos_loc": 0.19645952992141247, "loss_mask": 0.26739250496029854, "loss_maskiou": 0.006051834534446243, "loss_sem_seg": 0.2777188285253942, "lr": 0.01, "mask_rcnn/accuracy": 0.8962066115265983, "mask_rcnn/false_negative": 0.07436163003227819, "mask_rcnn/false_positive": 0.11562516786769024, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7739253984764218, "total_loss": 1.6568207652599085} {"data_time": 0.015647878870368004, "eta_seconds": 117086.94076981768, "iteration": 120219, "loss_fcos_cls": 0.285491197835654, "loss_fcos_ctr": 0.6220901636406779, "loss_fcos_loc": 0.20235869800671935, "loss_mask": 0.27510492876172066, "loss_maskiou": 0.006357619204209186, "loss_sem_seg": 0.29715908225625753, "lr": 0.01, "mask_rcnn/accuracy": 0.8701258782201405, "mask_rcnn/false_negative": 0.0920872474185016, "mask_rcnn/false_positive": 0.16533257640722276, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.75, "time": 0.780019355006516, "total_loss": 1.6713139572239015} {"data_time": 0.016230630688369274, "eta_seconds": 117084.83843306545, "iteration": 120239, "loss_fcos_cls": 0.2649448480224237, "loss_fcos_ctr": 0.6233297269791365, "loss_fcos_loc": 0.20950279501266778, "loss_mask": 0.28684992529451847, "loss_maskiou": 0.005741769593441859, "loss_sem_seg": 0.29357349686324596, "lr": 0.01, "mask_rcnn/accuracy": 0.8792223786066151, "mask_rcnn/false_negative": 0.10114699860046325, "mask_rcnn/false_positive": 0.13937326808418246, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.25, "time": 0.7861478012055159, "total_loss": 1.7004032127715618} {"data_time": 0.01673215813934803, "eta_seconds": 117032.66205728799, "iteration": 120259, "loss_fcos_cls": 0.254155729082413, "loss_fcos_ctr": 0.6200514594092965, "loss_fcos_loc": 0.20675302017480135, "loss_mask": 0.26966066798195243, "loss_maskiou": 0.006591754092369229, "loss_sem_seg": 0.27013559034094214, "lr": 0.01, "mask_rcnn/accuracy": 0.8730296466412653, "mask_rcnn/false_negative": 0.07834378452429566, "mask_rcnn/false_positive": 0.16688565124528032, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7806356241926551, "total_loss": 1.6338465906956117} {"data_time": 0.01530942227691412, "eta_seconds": 116957.24713230785, "iteration": 120279, "loss_fcos_cls": 0.25784229079727083, "loss_fcos_ctr": 0.6212028590962291, "loss_fcos_loc": 0.20462049264460802, "loss_mask": 0.2742035617120564, "loss_maskiou": 0.005627534592349548, "loss_sem_seg": 0.28676839638501406, "lr": 0.01, "mask_rcnn/accuracy": 0.8723605202047596, "mask_rcnn/false_negative": 0.09959805314188008, "mask_rcnn/false_positive": 0.1586899147314541, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7776744943112135, "total_loss": 1.6583137516863644} {"data_time": 0.015107974410057068, "eta_seconds": 116818.69987810217, "iteration": 120299, "loss_fcos_cls": 0.26861297176219523, "loss_fcos_ctr": 0.6244919537566602, "loss_fcos_loc": 0.20249322359450161, "loss_mask": 0.2723760809749365, "loss_maskiou": 0.0059094442913192324, "loss_sem_seg": 0.31451935274526477, "lr": 0.01, "mask_rcnn/accuracy": 0.8826347016079159, "mask_rcnn/false_negative": 0.10057316145409886, "mask_rcnn/false_positive": 0.12801256701839864, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.5, "time": 0.7546002715826035, "total_loss": 1.6854706454760162} {"data_time": 0.015658508986234665, "eta_seconds": 116745.90997310169, "iteration": 120319, "loss_fcos_cls": 0.26558120222762227, "loss_fcos_ctr": 0.6223467718809843, "loss_fcos_loc": 0.2070580788422376, "loss_mask": 0.2795265675522387, "loss_maskiou": 0.0060417477652663365, "loss_sem_seg": 0.2889061151072383, "lr": 0.01, "mask_rcnn/accuracy": 0.8778958130165215, "mask_rcnn/false_negative": 0.0901261077469088, "mask_rcnn/false_positive": 0.14893847433585858, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7539999494329095, "total_loss": 1.680019774386892} {"data_time": 0.01669305842369795, "eta_seconds": 116730.31067726947, "iteration": 120339, "loss_fcos_cls": 0.26551929325796664, "loss_fcos_ctr": 0.6214598482474685, "loss_fcos_loc": 0.20026405551470816, "loss_mask": 0.2748195780441165, "loss_maskiou": 0.006259109053644352, "loss_sem_seg": 0.33185856649652123, "lr": 0.01, "mask_rcnn/accuracy": 0.8810008984521971, "mask_rcnn/false_negative": 0.10555880798289452, "mask_rcnn/false_positive": 0.14196083490819292, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.0, "time": 0.7872262438759208, "total_loss": 1.6631711744048516} {"data_time": 0.015843608416616917, "eta_seconds": 116727.84616361, "iteration": 120359, "loss_fcos_cls": 0.2607422046130523, "loss_fcos_ctr": 0.6179105089977384, "loss_fcos_loc": 0.19191687868442386, "loss_mask": 0.27323834504932165, "loss_maskiou": 0.005922707379795611, "loss_sem_seg": 0.2649551723152399, "lr": 0.01, "mask_rcnn/accuracy": 0.8843153580876795, "mask_rcnn/false_negative": 0.08767844958712033, "mask_rcnn/false_positive": 0.1352703168785805, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.5, "time": 0.7964137280359864, "total_loss": 1.6152248537691776} {"data_time": 0.015648692846298218, "eta_seconds": 116763.9148101667, "iteration": 120379, "loss_fcos_cls": 0.2630937818903476, "loss_fcos_ctr": 0.6224009376019239, "loss_fcos_loc": 0.2003446447197348, "loss_mask": 0.26499803364276886, "loss_maskiou": 0.0058306347782490775, "loss_sem_seg": 0.2893553893081844, "lr": 0.01, "mask_rcnn/accuracy": 0.88515473952739, "mask_rcnn/false_negative": 0.09352647658539537, "mask_rcnn/false_positive": 0.1484532086400737, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7951637590304017, "total_loss": 1.676239433538285} {"data_time": 0.014590120874345303, "eta_seconds": 116725.51689063851, "iteration": 120399, "loss_fcos_cls": 0.26737620984204113, "loss_fcos_ctr": 0.6215155813843012, "loss_fcos_loc": 0.19952264265157282, "loss_mask": 0.27315336652100086, "loss_maskiou": 0.005506901659828145, "loss_sem_seg": 0.26135178096592426, "lr": 0.01, "mask_rcnn/accuracy": 0.873829648758601, "mask_rcnn/false_negative": 0.10190209794233776, "mask_rcnn/false_positive": 0.14097133062650302, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.75, "time": 0.7737982142716646, "total_loss": 1.6461099237130838} {"data_time": 0.017560623586177826, "eta_seconds": 116667.9134939406, "iteration": 120419, "loss_fcos_cls": 0.25569475162774324, "loss_fcos_ctr": 0.6220990233123302, "loss_fcos_loc": 0.20350954262539744, "loss_mask": 0.2790258126333356, "loss_maskiou": 0.006413673429051414, "loss_sem_seg": 0.2912159028928727, "lr": 0.01, "mask_rcnn/accuracy": 0.8657547501759324, "mask_rcnn/false_negative": 0.10026175186165928, "mask_rcnn/false_positive": 0.1460933394741435, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7681141775101423, "total_loss": 1.6379799593123607} {"data_time": 0.018091845326125622, "eta_seconds": 116644.66483468283, "iteration": 120439, "loss_fcos_cls": 0.2741794011089951, "loss_fcos_ctr": 0.6239228248596191, "loss_fcos_loc": 0.21209237072616816, "loss_mask": 0.27662655524909496, "loss_maskiou": 0.006142861762782559, "loss_sem_seg": 0.2653552102856338, "lr": 0.01, "mask_rcnn/accuracy": 0.9065032123960695, "mask_rcnn/false_negative": 0.09498873481956235, "mask_rcnn/false_positive": 0.11472643778756066, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.25, "time": 0.7764217127114534, "total_loss": 1.683313563655247} {"data_time": 0.015322000719606876, "eta_seconds": 116629.06656175945, "iteration": 120459, "loss_fcos_cls": 0.27266746340319514, "loss_fcos_ctr": 0.6212152196094394, "loss_fcos_loc": 0.20990852219983935, "loss_mask": 0.2723770458251238, "loss_maskiou": 0.005854058443219401, "loss_sem_seg": 0.27847399841994047, "lr": 0.01, "mask_rcnn/accuracy": 0.8821727943012326, "mask_rcnn/false_negative": 0.09048504765243873, "mask_rcnn/false_positive": 0.13886555744950285, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7821005331352353, "total_loss": 1.6804559079100727} {"data_time": 0.016303960233926773, "eta_seconds": 116621.11560644396, "iteration": 120479, "loss_fcos_cls": 0.2608902910724282, "loss_fcos_ctr": 0.6233629202470183, "loss_fcos_loc": 0.1996282273903489, "loss_mask": 0.2597696837037802, "loss_maskiou": 0.0053941589867463335, "loss_sem_seg": 0.30376259982585907, "lr": 0.01, "mask_rcnn/accuracy": 0.8810292647928074, "mask_rcnn/false_negative": 0.09515193508622502, "mask_rcnn/false_positive": 0.14131141080609744, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.75, "time": 0.7867173720151186, "total_loss": 1.6803836549661355} {"data_time": 0.015467977151274681, "eta_seconds": 116647.49233405758, "iteration": 120499, "loss_fcos_cls": 0.2624215534888208, "loss_fcos_ctr": 0.6240325099788606, "loss_fcos_loc": 0.20619310502661392, "loss_mask": 0.2740603005513549, "loss_maskiou": 0.0058708724718599115, "loss_sem_seg": 0.31523641594685614, "lr": 0.01, "mask_rcnn/accuracy": 0.9050112090290662, "mask_rcnn/false_negative": 0.08243479951075983, "mask_rcnn/false_positive": 0.12288918847970205, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7956083491444588, "total_loss": 1.6855182680483267} {"data_time": 0.016348354518413544, "eta_seconds": 116614.71385666821, "iteration": 120519, "loss_fcos_cls": 0.2737260884605348, "loss_fcos_ctr": 0.6228711139410734, "loss_fcos_loc": 0.21031509735621512, "loss_mask": 0.27435245318338275, "loss_maskiou": 0.005754954487201758, "loss_sem_seg": 0.29524863976985216, "lr": 0.01, "mask_rcnn/accuracy": 0.897817971528234, "mask_rcnn/false_negative": 0.08318452349044396, "mask_rcnn/false_positive": 0.12262638167772605, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7695650225505233, "total_loss": 1.7024920300791564} {"data_time": 0.01601805631071329, "eta_seconds": 116728.64672006294, "iteration": 120539, "loss_fcos_cls": 0.26214970648288727, "loss_fcos_ctr": 0.6225039740093052, "loss_fcos_loc": 0.21466829208657146, "loss_mask": 0.2817648374475539, "loss_maskiou": 0.0060877209471073, "loss_sem_seg": 0.26391294272616506, "lr": 0.01, "mask_rcnn/accuracy": 0.8711522807370484, "mask_rcnn/false_negative": 0.0920099776068066, "mask_rcnn/false_positive": 0.1512384574116945, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.0, "time": 0.7898006718605757, "total_loss": 1.6937580530357081} {"data_time": 0.015533690340816975, "eta_seconds": 116761.53551681899, "iteration": 120559, "loss_fcos_cls": 0.27141848439350724, "loss_fcos_ctr": 0.6227781865745783, "loss_fcos_loc": 0.20704165450297296, "loss_mask": 0.27429371885955334, "loss_maskiou": 0.006117765893577598, "loss_sem_seg": 0.2928664507344365, "lr": 0.01, "mask_rcnn/accuracy": 0.875039973254259, "mask_rcnn/false_negative": 0.08912546117566153, "mask_rcnn/false_positive": 0.1524130418406823, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.0, "time": 0.7800661604851484, "total_loss": 1.6720208816841478} {"data_time": 0.01656043902039528, "eta_seconds": 116745.90907755308, "iteration": 120579, "loss_fcos_cls": 0.2658878583461046, "loss_fcos_ctr": 0.6191026913002133, "loss_fcos_loc": 0.1928065235260874, "loss_mask": 0.2742677805945277, "loss_maskiou": 0.0058460047584958375, "loss_sem_seg": 0.27928095031529665, "lr": 0.01, "mask_rcnn/accuracy": 0.8905276832955404, "mask_rcnn/false_negative": 0.07995879068547779, "mask_rcnn/false_positive": 0.12013815804628594, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.75, "time": 0.7819873914122581, "total_loss": 1.6504386310261907} {"data_time": 0.017163298092782497, "eta_seconds": 116730.28263828717, "iteration": 120599, "loss_fcos_cls": 0.2658985694870353, "loss_fcos_ctr": 0.6211175927892327, "loss_fcos_loc": 0.1983774616383016, "loss_mask": 0.2728347647935152, "loss_maskiou": 0.005996785417664796, "loss_sem_seg": 0.30888856016099453, "lr": 0.01, "mask_rcnn/accuracy": 0.8714588613223067, "mask_rcnn/false_negative": 0.11734739249937651, "mask_rcnn/false_positive": 0.12825677925428203, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.7809012783691287, "total_loss": 1.6944622525479645} {"data_time": 0.016246755607426167, "eta_seconds": 116667.23803059291, "iteration": 120619, "loss_fcos_cls": 0.2751610931009054, "loss_fcos_ctr": 0.6228954326361418, "loss_fcos_loc": 0.20408488798420876, "loss_mask": 0.27247696463018656, "loss_maskiou": 0.006206225807545707, "loss_sem_seg": 0.29868454625830054, "lr": 0.01, "mask_rcnn/accuracy": 0.8592413556371048, "mask_rcnn/false_negative": 0.11185664417648072, "mask_rcnn/false_positive": 0.1502651516720693, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7892314158380032, "total_loss": 1.6588109436706873} {"data_time": 0.014816293492913246, "eta_seconds": 116561.01135509927, "iteration": 120639, "loss_fcos_cls": 0.2603330686688423, "loss_fcos_ctr": 0.6170483040623367, "loss_fcos_loc": 0.1998632058966905, "loss_mask": 0.265155834145844, "loss_maskiou": 0.006076726800529286, "loss_sem_seg": 0.2797927991487086, "lr": 0.01, "mask_rcnn/accuracy": 0.8887453513031718, "mask_rcnn/false_negative": 0.09292967676922656, "mask_rcnn/false_positive": 0.15439551433312776, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.0, "time": 0.7740085544064641, "total_loss": 1.6322072399052558} {"data_time": 0.016712158918380737, "eta_seconds": 116576.55362853315, "iteration": 120659, "loss_fcos_cls": 0.26172260579187423, "loss_fcos_ctr": 0.6202974328771234, "loss_fcos_loc": 0.2018125313334167, "loss_mask": 0.2773438300937414, "loss_maskiou": 0.0059702749058487825, "loss_sem_seg": 0.31360770855098963, "lr": 0.01, "mask_rcnn/accuracy": 0.9026539892272698, "mask_rcnn/false_negative": 0.06774022079814968, "mask_rcnn/false_positive": 0.12693616795068036, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7743188636377454, "total_loss": 1.6630822466686368} {"data_time": 0.017033720389008522, "eta_seconds": 116560.9414987592, "iteration": 120679, "loss_fcos_cls": 0.2626778818666935, "loss_fcos_ctr": 0.619758958928287, "loss_fcos_loc": 0.19840560713782907, "loss_mask": 0.2670502392575145, "loss_maskiou": 0.005605494385235943, "loss_sem_seg": 0.2904283186653629, "lr": 0.01, "mask_rcnn/accuracy": 0.881095057871761, "mask_rcnn/false_negative": 0.10686542293885622, "mask_rcnn/false_positive": 0.12769041741713447, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.0, "time": 0.7723727216944098, "total_loss": 1.648973994422704} {"data_time": 0.01566664781421423, "eta_seconds": 116604.75766801368, "iteration": 120699, "loss_fcos_cls": 0.2694653100334108, "loss_fcos_ctr": 0.619184129871428, "loss_fcos_loc": 0.19739458616822958, "loss_mask": 0.2733489233069122, "loss_maskiou": 0.006282884642132558, "loss_sem_seg": 0.3082170936977491, "lr": 0.01, "mask_rcnn/accuracy": 0.8888814297648884, "mask_rcnn/false_negative": 0.07234202989333857, "mask_rcnn/false_positive": 0.12827288333853248, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7836903547868133, "total_loss": 1.673393710214441} {"data_time": 0.016301359981298447, "eta_seconds": 116550.43419358041, "iteration": 120719, "loss_fcos_cls": 0.26572045404464006, "loss_fcos_ctr": 0.619247660972178, "loss_fcos_loc": 0.20050636189989746, "loss_mask": 0.26754033332690597, "loss_maskiou": 0.005664729011186864, "loss_sem_seg": 0.3318787030875683, "lr": 0.01, "mask_rcnn/accuracy": 0.8626397881896288, "mask_rcnn/false_negative": 0.11805983215965672, "mask_rcnn/false_positive": 0.1449341125825824, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 41.0, "time": 0.7880774131044745, "total_loss": 1.6735496196979511} {"data_time": 0.016715658828616142, "eta_seconds": 116425.73233290203, "iteration": 120739, "loss_fcos_cls": 0.26120958803221583, "loss_fcos_ctr": 0.6209361208602786, "loss_fcos_loc": 0.20405156805645674, "loss_mask": 0.28133775014430285, "loss_maskiou": 0.005695078332792036, "loss_sem_seg": 0.26577211869880557, "lr": 0.01, "mask_rcnn/accuracy": 0.8839495963220453, "mask_rcnn/false_negative": 0.08807598552006345, "mask_rcnn/false_positive": 0.1573894710049947, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7630518013611436, "total_loss": 1.656538032777462} {"data_time": 0.015961402095854282, "eta_seconds": 116410.13204450347, "iteration": 120759, "loss_fcos_cls": 0.2636102410033345, "loss_fcos_ctr": 0.6218780572526157, "loss_fcos_loc": 0.2043882480938919, "loss_mask": 0.2817528583109379, "loss_maskiou": 0.006407403969205916, "loss_sem_seg": 0.2958586704917252, "lr": 0.01, "mask_rcnn/accuracy": 0.872211710097262, "mask_rcnn/false_negative": 0.09479033115114884, "mask_rcnn/false_positive": 0.14234676289993844, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.75, "time": 0.7756434567272663, "total_loss": 1.6911983221434639} {"data_time": 0.016648474149405956, "eta_seconds": 116440.62642187532, "iteration": 120779, "loss_fcos_cls": 0.2535705951740965, "loss_fcos_ctr": 0.6221681907773018, "loss_fcos_loc": 0.20129948109388351, "loss_mask": 0.2761264517903328, "loss_maskiou": 0.005897288698179182, "loss_sem_seg": 0.32387537648901343, "lr": 0.01, "mask_rcnn/accuracy": 0.8779986754317112, "mask_rcnn/false_negative": 0.06955253215047535, "mask_rcnn/false_positive": 0.17625304845798714, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.8012774987146258, "total_loss": 1.6633673593169078} {"data_time": 0.015264219604432583, "eta_seconds": 116396.27726686839, "iteration": 120799, "loss_fcos_cls": 0.2668993016704917, "loss_fcos_ctr": 0.6202486865222454, "loss_fcos_loc": 0.19498242787085474, "loss_mask": 0.272523638792336, "loss_maskiou": 0.006364380198647268, "loss_sem_seg": 0.27941224817186594, "lr": 0.01, "mask_rcnn/accuracy": 0.883658926081524, "mask_rcnn/false_negative": 0.09979807406837891, "mask_rcnn/false_positive": 0.12463387621275393, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.767365450039506, "total_loss": 1.6470445405720966} {"data_time": 0.01569872535765171, "eta_seconds": 116380.67465331126, "iteration": 120819, "loss_fcos_cls": 0.2559140124358237, "loss_fcos_ctr": 0.6223105089738965, "loss_fcos_loc": 0.2112985703861341, "loss_mask": 0.2884542290121317, "loss_maskiou": 0.006228308164281771, "loss_sem_seg": 0.27550405031070113, "lr": 0.01, "mask_rcnn/accuracy": 0.8678429705215419, "mask_rcnn/false_negative": 0.09900259546769216, "mask_rcnn/false_positive": 0.14050195226435636, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.8081132527440786, "total_loss": 1.6534023199528747} {"data_time": 0.016721502877771854, "eta_seconds": 116347.73089090921, "iteration": 120839, "loss_fcos_cls": 0.2653736905194819, "loss_fcos_ctr": 0.6211920231580734, "loss_fcos_loc": 0.19833494571503252, "loss_mask": 0.2815465065650642, "loss_maskiou": 0.005721945213736035, "loss_sem_seg": 0.3077050461433828, "lr": 0.01, "mask_rcnn/accuracy": 0.8805157463601774, "mask_rcnn/false_negative": 0.08935151663974647, "mask_rcnn/false_positive": 0.15846194201869906, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.7714647874236107, "total_loss": 1.656260755902622} {"data_time": 0.016602031886577606, "eta_seconds": 116379.53800862283, "iteration": 120859, "loss_fcos_cls": 0.27011146070435643, "loss_fcos_ctr": 0.6182228634133935, "loss_fcos_loc": 0.1940701601561159, "loss_mask": 0.2755093635059893, "loss_maskiou": 0.006040065134584438, "loss_sem_seg": 0.30321955867111683, "lr": 0.01, "mask_rcnn/accuracy": 0.8994339923469388, "mask_rcnn/false_negative": 0.0940594891420252, "mask_rcnn/false_positive": 0.12485138158122017, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.0, "time": 0.7983624478802085, "total_loss": 1.677218321172404} {"data_time": 0.01646068226546049, "eta_seconds": 116363.9313628301, "iteration": 120879, "loss_fcos_cls": 0.2680617349687964, "loss_fcos_ctr": 0.6219306793063879, "loss_fcos_loc": 0.1944949517492205, "loss_mask": 0.2740020127967, "loss_maskiou": 0.0062056686679170525, "loss_sem_seg": 0.2945219543762505, "lr": 0.01, "mask_rcnn/accuracy": 0.8785007954794821, "mask_rcnn/false_negative": 0.09552595568411122, "mask_rcnn/false_positive": 0.15314689896390193, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.5, "time": 0.774999757297337, "total_loss": 1.6558600762291462} {"data_time": 0.015508340671658516, "eta_seconds": 116318.26419908274, "iteration": 120899, "loss_fcos_cls": 0.26427101576700807, "loss_fcos_ctr": 0.6203326340764761, "loss_fcos_loc": 0.19549021776765585, "loss_mask": 0.2778204260393977, "loss_maskiou": 0.005826107022585347, "loss_sem_seg": 0.29092959268018603, "lr": 0.01, "mask_rcnn/accuracy": 0.8970716487163856, "mask_rcnn/false_negative": 0.0765514446081993, "mask_rcnn/false_positive": 0.11740477627503657, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7616925584152341, "total_loss": 1.6426508904987713} {"data_time": 0.015255756676197052, "eta_seconds": 116314.25354591291, "iteration": 120919, "loss_fcos_cls": 0.2741096436511725, "loss_fcos_ctr": 0.6201241901144385, "loss_fcos_loc": 0.19811527559068054, "loss_mask": 0.26585782691836357, "loss_maskiou": 0.005452523131680209, "loss_sem_seg": 0.2723135882988572, "lr": 0.01, "mask_rcnn/accuracy": 0.8730181440835194, "mask_rcnn/false_negative": 0.09756972985407535, "mask_rcnn/false_positive": 0.15568804548427487, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.25, "time": 0.7804393963888288, "total_loss": 1.6508305151219247} {"data_time": 0.01715216413140297, "eta_seconds": 116225.11367690004, "iteration": 120939, "loss_fcos_cls": 0.2697535367915407, "loss_fcos_ctr": 0.6229870649985969, "loss_fcos_loc": 0.2004790552891791, "loss_mask": 0.2673979541286826, "loss_maskiou": 0.0059577642095973715, "loss_sem_seg": 0.2937410566955805, "lr": 0.01, "mask_rcnn/accuracy": 0.8924228620019437, "mask_rcnn/false_negative": 0.10925009831559186, "mask_rcnn/false_positive": 0.11379262374381992, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.25, "time": 0.7637888826429844, "total_loss": 1.6614744907565182} {"data_time": 0.017345914617180824, "eta_seconds": 116219.11789643858, "iteration": 120959, "loss_fcos_cls": 0.2692529149353504, "loss_fcos_ctr": 0.6197778121568263, "loss_fcos_loc": 0.20304058270994574, "loss_mask": 0.27217656653374434, "loss_maskiou": 0.006009689204802271, "loss_sem_seg": 0.2778648533858359, "lr": 0.01, "mask_rcnn/accuracy": 0.8878510764860643, "mask_rcnn/false_negative": 0.10593582219789893, "mask_rcnn/false_positive": 0.1491642199299384, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7848266707733274, "total_loss": 1.671210367268941} {"data_time": 0.0160318398848176, "eta_seconds": 116182.55553377885, "iteration": 120979, "loss_fcos_cls": 0.2611801770981401, "loss_fcos_ctr": 0.6190109001472592, "loss_fcos_loc": 0.20073870639316738, "loss_mask": 0.27466091699898243, "loss_maskiou": 0.005999445304041728, "loss_sem_seg": 0.28441519010812044, "lr": 0.01, "mask_rcnn/accuracy": 0.8808780402448111, "mask_rcnn/false_negative": 0.08679687706315115, "mask_rcnn/false_positive": 0.14865371537340344, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7775693433359265, "total_loss": 1.6495360741828335} {"data_time": 0.016792681999504566, "eta_seconds": 116141.54975830391, "iteration": 120999, "loss_fcos_cls": 0.26348131243139505, "loss_fcos_ctr": 0.6214790716767311, "loss_fcos_loc": 0.20935206394642591, "loss_mask": 0.27902363054454327, "loss_maskiou": 0.005750010386691429, "loss_sem_seg": 0.29007301572710276, "lr": 0.01, "mask_rcnn/accuracy": 0.8833776164022834, "mask_rcnn/false_negative": 0.0952751946246275, "mask_rcnn/false_positive": 0.13825115672665056, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7804667660966516, "total_loss": 1.6923550882056588} {"data_time": 0.016077153384685516, "eta_seconds": 116162.73646827973, "iteration": 121019, "loss_fcos_cls": 0.2759108713362366, "loss_fcos_ctr": 0.6233056951314211, "loss_fcos_loc": 0.20698413741774857, "loss_mask": 0.27439743652939796, "loss_maskiou": 0.005993668513838202, "loss_sem_seg": 0.2876119976863265, "lr": 0.01, "mask_rcnn/accuracy": 0.8662190385558612, "mask_rcnn/false_negative": 0.10211531076571047, "mask_rcnn/false_positive": 0.16446518056707846, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.0, "time": 0.7824803180992603, "total_loss": 1.6983020896004746} {"data_time": 0.01809075940400362, "eta_seconds": 116110.3710280247, "iteration": 121039, "loss_fcos_cls": 0.2830576889682561, "loss_fcos_ctr": 0.6218443149700761, "loss_fcos_loc": 0.20964523125439882, "loss_mask": 0.27770121674984694, "loss_maskiou": 0.006155262497486547, "loss_sem_seg": 0.292665783315897, "lr": 0.01, "mask_rcnn/accuracy": 0.8910169536564625, "mask_rcnn/false_negative": 0.09257619574831516, "mask_rcnn/false_positive": 0.13860101184510748, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7740568500012159, "total_loss": 1.6985297819410334} {"data_time": 0.016771037131547928, "eta_seconds": 116120.18442874867, "iteration": 121059, "loss_fcos_cls": 0.27201205352321267, "loss_fcos_ctr": 0.6203305823728442, "loss_fcos_loc": 0.20461398805491626, "loss_mask": 0.29129501711577177, "loss_maskiou": 0.006846015283372253, "loss_sem_seg": 0.2750139329582453, "lr": 0.01, "mask_rcnn/accuracy": 0.8768492033399722, "mask_rcnn/false_negative": 0.09864970799397334, "mask_rcnn/false_positive": 0.16030422391307964, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.7884618015959859, "total_loss": 1.6675544186437037} {"data_time": 0.017527248710393906, "eta_seconds": 116125.54435528163, "iteration": 121079, "loss_fcos_cls": 0.28065762342885137, "loss_fcos_ctr": 0.6230266522616148, "loss_fcos_loc": 0.2011552545009181, "loss_mask": 0.27419492742046714, "loss_maskiou": 0.005440499648102559, "loss_sem_seg": 0.296858505345881, "lr": 0.01, "mask_rcnn/accuracy": 0.8812299225245654, "mask_rcnn/false_negative": 0.10464732109150991, "mask_rcnn/false_positive": 0.12656867112234177, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.5, "time": 0.7993604047223926, "total_loss": 1.6887735932104988} {"data_time": 0.016104906797409058, "eta_seconds": 116109.9487650888, "iteration": 121099, "loss_fcos_cls": 0.25752073526382446, "loss_fcos_ctr": 0.6208435613662004, "loss_fcos_loc": 0.196022859076038, "loss_mask": 0.28345198556780815, "loss_maskiou": 0.006707445914798882, "loss_sem_seg": 0.3489721454679966, "lr": 0.01, "mask_rcnn/accuracy": 0.8930032950680272, "mask_rcnn/false_negative": 0.07702776777023997, "mask_rcnn/false_positive": 0.14605744400500612, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.5, "time": 0.7870032284408808, "total_loss": 1.6802079098124523} {"data_time": 0.015244641341269016, "eta_seconds": 116107.0840358818, "iteration": 121119, "loss_fcos_cls": 0.2743036048486829, "loss_fcos_ctr": 0.6207653032615781, "loss_fcos_loc": 0.20478166663087904, "loss_mask": 0.2848432376049459, "loss_maskiou": 0.006791323336074129, "loss_sem_seg": 0.30688553396612406, "lr": 0.01, "mask_rcnn/accuracy": 0.8790992629022762, "mask_rcnn/false_negative": 0.10585091100429078, "mask_rcnn/false_positive": 0.13108472643403898, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7772538205608726, "total_loss": 1.6864777000882896} {"data_time": 0.014951012097299099, "eta_seconds": 116069.17065534927, "iteration": 121139, "loss_fcos_cls": 0.2617860366590321, "loss_fcos_ctr": 0.6230970034375787, "loss_fcos_loc": 0.20553215616382658, "loss_mask": 0.2656115535646677, "loss_maskiou": 0.005895874957786873, "loss_sem_seg": 0.29468807810917497, "lr": 0.01, "mask_rcnn/accuracy": 0.8684592523878238, "mask_rcnn/false_negative": 0.10464506828442474, "mask_rcnn/false_positive": 0.14501921790129943, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.7665550457313657, "total_loss": 1.6691121479088906} {"data_time": 0.01731075346469879, "eta_seconds": 116053.57635319419, "iteration": 121159, "loss_fcos_cls": 0.24486831109970808, "loss_fcos_ctr": 0.6212599501013756, "loss_fcos_loc": 0.1955711853224784, "loss_mask": 0.27385262306779623, "loss_maskiou": 0.005771589145297185, "loss_sem_seg": 0.26676518470048904, "lr": 0.01, "mask_rcnn/accuracy": 0.8745071892393321, "mask_rcnn/false_negative": 0.09883449859006516, "mask_rcnn/false_positive": 0.1557989605781651, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7828626064583659, "total_loss": 1.6234920452079677} {"data_time": 0.0159983541816473, "eta_seconds": 115997.64158556797, "iteration": 121179, "loss_fcos_cls": 0.2628731676377356, "loss_fcos_ctr": 0.6211910210549831, "loss_fcos_loc": 0.20190898736473173, "loss_mask": 0.2618782785721123, "loss_maskiou": 0.005895855283597484, "loss_sem_seg": 0.2737654224038124, "lr": 0.01, "mask_rcnn/accuracy": 0.8747983663162234, "mask_rcnn/false_negative": 0.10070341059160426, "mask_rcnn/false_positive": 0.15344672495065528, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.75, "time": 0.7769178142771125, "total_loss": 1.631835272302851} {"data_time": 0.01577238366007805, "eta_seconds": 116023.06513638236, "iteration": 121199, "loss_fcos_cls": 0.26732489885762334, "loss_fcos_ctr": 0.6206168225035071, "loss_fcos_loc": 0.2064842473482713, "loss_mask": 0.28254312463104725, "loss_maskiou": 0.006633237899222877, "loss_sem_seg": 0.262464608065784, "lr": 0.01, "mask_rcnn/accuracy": 0.859064158677584, "mask_rcnn/false_negative": 0.12099287674624004, "mask_rcnn/false_positive": 0.18739974621173872, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7763373982161283, "total_loss": 1.6585163520867354} {"data_time": 0.015774456784129143, "eta_seconds": 116007.47074318118, "iteration": 121219, "loss_fcos_cls": 0.274150820216164, "loss_fcos_ctr": 0.6201218431815505, "loss_fcos_loc": 0.20148209971375763, "loss_mask": 0.27699898602440953, "loss_maskiou": 0.005859578610397875, "loss_sem_seg": 0.30089523643255234, "lr": 0.01, "mask_rcnn/accuracy": 0.8863856464302893, "mask_rcnn/false_negative": 0.09092966733162244, "mask_rcnn/false_positive": 0.12958226556592484, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7816743422299623, "total_loss": 1.6868924306472763} {"data_time": 0.015514276921749115, "eta_seconds": 115931.08843647782, "iteration": 121239, "loss_fcos_cls": 0.27356208697892725, "loss_fcos_ctr": 0.6230885805562139, "loss_fcos_loc": 0.20677995029836893, "loss_mask": 0.28084375616163015, "loss_maskiou": 0.006633650584262796, "loss_sem_seg": 0.28699976042844355, "lr": 0.01, "mask_rcnn/accuracy": 0.8800559521852469, "mask_rcnn/false_negative": 0.09284259375591108, "mask_rcnn/false_positive": 0.14358247511274408, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7694238591939211, "total_loss": 1.718064550375857} {"data_time": 0.017292487435042858, "eta_seconds": 115873.78501726128, "iteration": 121259, "loss_fcos_cls": 0.2649884121492505, "loss_fcos_ctr": 0.6233058157376945, "loss_fcos_loc": 0.20280641375575215, "loss_mask": 0.2903803726658225, "loss_maskiou": 0.00631218274065759, "loss_sem_seg": 0.3050081259571016, "lr": 0.01, "mask_rcnn/accuracy": 0.8771002867734611, "mask_rcnn/false_negative": 0.106244559113015, "mask_rcnn/false_positive": 0.13891737711010899, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.0, "time": 0.7730306889861822, "total_loss": 1.6876084816685761} {"data_time": 0.017727232538163662, "eta_seconds": 115900.65659332648, "iteration": 121279, "loss_fcos_cls": 0.2635767199099064, "loss_fcos_ctr": 0.6206613909453154, "loss_fcos_loc": 0.2061213324777782, "loss_mask": 0.2947224583476782, "loss_maskiou": 0.00657903152750805, "loss_sem_seg": 0.2594065023586154, "lr": 0.01, "mask_rcnn/accuracy": 0.8689115285070339, "mask_rcnn/false_negative": 0.09669008294346912, "mask_rcnn/false_positive": 0.15288844434582854, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7881654957309365, "total_loss": 1.6616182504949393} {"data_time": 0.016133029013872147, "eta_seconds": 115945.0931703765, "iteration": 121299, "loss_fcos_cls": 0.26457690680399537, "loss_fcos_ctr": 0.6217405833303928, "loss_fcos_loc": 0.21797123993746936, "loss_mask": 0.27089137211441994, "loss_maskiou": 0.006053266813978553, "loss_sem_seg": 0.2828212669119239, "lr": 0.01, "mask_rcnn/accuracy": 0.8802870282652793, "mask_rcnn/false_negative": 0.10168750019621663, "mask_rcnn/false_positive": 0.15644646249434035, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7791801802814007, "total_loss": 1.6383927288843552} {"data_time": 0.016843969002366066, "eta_seconds": 115992.18897982035, "iteration": 121319, "loss_fcos_cls": 0.26876756036654115, "loss_fcos_ctr": 0.6223520906642079, "loss_fcos_loc": 0.2068783885333687, "loss_mask": 0.2804947569966316, "loss_maskiou": 0.006680504477117211, "loss_sem_seg": 0.2699332805350423, "lr": 0.01, "mask_rcnn/accuracy": 0.8751882896015549, "mask_rcnn/false_negative": 0.09143873708620605, "mask_rcnn/false_positive": 0.13793372440816773, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.25, "time": 0.7874807873740792, "total_loss": 1.6502688523905817} {"data_time": 0.017981737852096558, "eta_seconds": 115957.37076846603, "iteration": 121339, "loss_fcos_cls": 0.27843177458271384, "loss_fcos_ctr": 0.6204255372285843, "loss_fcos_loc": 0.19941415591165423, "loss_mask": 0.2840447276830673, "loss_maskiou": 0.006485294798039831, "loss_sem_seg": 0.3236958459019661, "lr": 0.01, "mask_rcnn/accuracy": 0.8852253401360544, "mask_rcnn/false_negative": 0.0886669434624676, "mask_rcnn/false_positive": 0.1529252160004017, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.25, "time": 0.7840567715466022, "total_loss": 1.7061600022680068} {"data_time": 0.01603484619408846, "eta_seconds": 115919.91643109266, "iteration": 121359, "loss_fcos_cls": 0.2579347805585712, "loss_fcos_ctr": 0.6215422041714191, "loss_fcos_loc": 0.20498607750050724, "loss_mask": 0.28291873075067997, "loss_maskiou": 0.005886270548216999, "loss_sem_seg": 0.2738546603359282, "lr": 0.01, "mask_rcnn/accuracy": 0.8753758679131813, "mask_rcnn/false_negative": 0.1128673566981642, "mask_rcnn/false_positive": 0.122931674117891, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.7794001800939441, "total_loss": 1.6522798212245107} {"data_time": 0.01830319967120886, "eta_seconds": 115870.70000862796, "iteration": 121379, "loss_fcos_cls": 0.2817843386437744, "loss_fcos_ctr": 0.6220925711095333, "loss_fcos_loc": 0.20511531666852534, "loss_mask": 0.2850921396166086, "loss_maskiou": 0.006897300336277112, "loss_sem_seg": 0.30813183542340994, "lr": 0.01, "mask_rcnn/accuracy": 0.8794610647289218, "mask_rcnn/false_negative": 0.09242848105607486, "mask_rcnn/false_positive": 0.14294133656206254, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 27.0, "time": 0.785749121569097, "total_loss": 1.6782302700448781} {"data_time": 0.01632474549114704, "eta_seconds": 115929.7776756296, "iteration": 121399, "loss_fcos_cls": 0.2780927033163607, "loss_fcos_ctr": 0.6200721426866949, "loss_fcos_loc": 0.1980677058454603, "loss_mask": 0.2831577751785517, "loss_maskiou": 0.006491050626209471, "loss_sem_seg": 0.2999111646786332, "lr": 0.01, "mask_rcnn/accuracy": 0.8729423890898873, "mask_rcnn/false_negative": 0.1002341582040741, "mask_rcnn/false_positive": 0.17727445321553886, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.0, "time": 0.7923690434545279, "total_loss": 1.6728132311982336} {"data_time": 0.016238213516771793, "eta_seconds": 115924.14932892378, "iteration": 121419, "loss_fcos_cls": 0.27134665101766586, "loss_fcos_ctr": 0.6197920702397823, "loss_fcos_loc": 0.19331174524268135, "loss_mask": 0.2659445032477379, "loss_maskiou": 0.00539215216122102, "loss_sem_seg": 0.30255402624607086, "lr": 0.01, "mask_rcnn/accuracy": 0.8715370198414104, "mask_rcnn/false_negative": 0.09295024778681685, "mask_rcnn/false_positive": 0.15962749334620377, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.25, "time": 0.7807178562507033, "total_loss": 1.6503038100272533} {"data_time": 0.016349853947758675, "eta_seconds": 115958.47158304974, "iteration": 121439, "loss_fcos_cls": 0.2701702048070729, "loss_fcos_ctr": 0.6216153781861067, "loss_fcos_loc": 0.20746329007670283, "loss_mask": 0.28688379283994436, "loss_maskiou": 0.006724052822391968, "loss_sem_seg": 0.30672827106900513, "lr": 0.01, "mask_rcnn/accuracy": 0.8555761891998825, "mask_rcnn/false_negative": 0.11273040711657092, "mask_rcnn/false_positive": 0.1441699597711006, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7841694066300988, "total_loss": 1.6913840215274831} {"data_time": 0.015617349185049534, "eta_seconds": 115942.86069303378, "iteration": 121459, "loss_fcos_cls": 0.25159766722936183, "loss_fcos_ctr": 0.6224834863096476, "loss_fcos_loc": 0.2066034919116646, "loss_mask": 0.2751724408008158, "loss_maskiou": 0.005841103014972759, "loss_sem_seg": 0.28492625756189227, "lr": 0.01, "mask_rcnn/accuracy": 0.880988482763986, "mask_rcnn/false_negative": 0.08531767101071266, "mask_rcnn/false_positive": 0.15184543374845955, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.5, "time": 0.7848895164206624, "total_loss": 1.6536230720921594} {"data_time": 0.015805572271347046, "eta_seconds": 115877.33682288509, "iteration": 121479, "loss_fcos_cls": 0.2751039586728439, "loss_fcos_ctr": 0.6215116418898106, "loss_fcos_loc": 0.20531555451452732, "loss_mask": 0.2806715746410191, "loss_maskiou": 0.005324401405232493, "loss_sem_seg": 0.3019890384748578, "lr": 0.01, "mask_rcnn/accuracy": 0.9051340339506588, "mask_rcnn/false_negative": 0.08294237555976883, "mask_rcnn/false_positive": 0.12240060266123083, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7746326243504882, "total_loss": 1.654347258809139} {"data_time": 0.016256507486104965, "eta_seconds": 115851.76354539115, "iteration": 121499, "loss_fcos_cls": 0.267606727196835, "loss_fcos_ctr": 0.621877592522651, "loss_fcos_loc": 0.20738060656003654, "loss_mask": 0.2818865217268467, "loss_maskiou": 0.0061389013135340065, "loss_sem_seg": 0.29501050524413586, "lr": 0.01, "mask_rcnn/accuracy": 0.8773426709393435, "mask_rcnn/false_negative": 0.10063049254255406, "mask_rcnn/false_positive": 0.13125306329645708, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7794418167322874, "total_loss": 1.6960593259282177} {"data_time": 0.01520104892551899, "eta_seconds": 115804.27194332797, "iteration": 121519, "loss_fcos_cls": 0.2557397608179599, "loss_fcos_ctr": 0.6189789148047566, "loss_fcos_loc": 0.19966449844650924, "loss_mask": 0.2647394649684429, "loss_maskiou": 0.006094101827329723, "loss_sem_seg": 0.2971238747704774, "lr": 0.01, "mask_rcnn/accuracy": 0.8739297443115177, "mask_rcnn/false_negative": 0.09661797508368325, "mask_rcnn/false_positive": 0.16520242063990664, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 26.25, "time": 0.7741900999099016, "total_loss": 1.6521125207764271} {"data_time": 0.015690727159380913, "eta_seconds": 115747.43751146179, "iteration": 121539, "loss_fcos_cls": 0.28254725178703666, "loss_fcos_ctr": 0.6217214269563556, "loss_fcos_loc": 0.20142385829240084, "loss_mask": 0.27768170926719904, "loss_maskiou": 0.006656323646893725, "loss_sem_seg": 0.29681110195815563, "lr": 0.01, "mask_rcnn/accuracy": 0.8743963823683212, "mask_rcnn/false_negative": 0.08821660795203605, "mask_rcnn/false_positive": 0.1686212769276037, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7896289313212037, "total_loss": 1.690674919867888} {"data_time": 0.015801758505403996, "eta_seconds": 115812.26927240565, "iteration": 121559, "loss_fcos_cls": 0.2685081079835072, "loss_fcos_ctr": 0.6235472923144698, "loss_fcos_loc": 0.20863657584413886, "loss_mask": 0.28893329203128815, "loss_maskiou": 0.006473535453551449, "loss_sem_seg": 0.310392193030566, "lr": 0.01, "mask_rcnn/accuracy": 0.8686195858814907, "mask_rcnn/false_negative": 0.10830570901249939, "mask_rcnn/false_positive": 0.16604980496555732, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.787536439485848, "total_loss": 1.7210694768000394} {"data_time": 0.015471185557544231, "eta_seconds": 115819.34726515971, "iteration": 121579, "loss_fcos_cls": 0.26670296280644834, "loss_fcos_ctr": 0.6207619654014707, "loss_fcos_loc": 0.19390719040529802, "loss_mask": 0.26769933477044106, "loss_maskiou": 0.005245450589427492, "loss_sem_seg": 0.30032508028671145, "lr": 0.01, "mask_rcnn/accuracy": 0.888417097608274, "mask_rcnn/false_negative": 0.08031900437264172, "mask_rcnn/false_positive": 0.15587978458656393, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.793168350122869, "total_loss": 1.650154529052088} {"data_time": 0.01732396613806486, "eta_seconds": 115833.58446292207, "iteration": 121599, "loss_fcos_cls": 0.26216379599645734, "loss_fcos_ctr": 0.6211313297972083, "loss_fcos_loc": 0.20855447836220264, "loss_mask": 0.269643712323159, "loss_maskiou": 0.005594380956608802, "loss_sem_seg": 0.3030180847272277, "lr": 0.01, "mask_rcnn/accuracy": 0.8858974279784553, "mask_rcnn/false_negative": 0.09335873312476892, "mask_rcnn/false_positive": 0.14796586938603307, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7916047871112823, "total_loss": 1.6590070972015383} {"data_time": 0.015207125805318356, "eta_seconds": 115817.9735729061, "iteration": 121619, "loss_fcos_cls": 0.2652412747265771, "loss_fcos_ctr": 0.6244042487815022, "loss_fcos_loc": 0.21119263803120703, "loss_mask": 0.2881051581352949, "loss_maskiou": 0.005891581982723437, "loss_sem_seg": 0.29576070327311754, "lr": 0.01, "mask_rcnn/accuracy": 0.854068721644502, "mask_rcnn/false_negative": 0.13556764723263992, "mask_rcnn/false_positive": 0.15517615599781714, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 42.75, "time": 0.7860191380605102, "total_loss": 1.6749040316281025} {"data_time": 0.014950265176594257, "eta_seconds": 115909.41540697124, "iteration": 121639, "loss_fcos_cls": 0.2627955907955766, "loss_fcos_ctr": 0.6240866091102362, "loss_fcos_loc": 0.20765995304100215, "loss_mask": 0.28564200922846794, "loss_maskiou": 0.0066373862500768155, "loss_sem_seg": 0.269855753518641, "lr": 0.01, "mask_rcnn/accuracy": 0.8843282755810657, "mask_rcnn/false_negative": 0.10166995210524596, "mask_rcnn/false_positive": 0.12496820894178864, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7894390057772398, "total_loss": 1.6703502433083486} {"data_time": 0.015441355295479298, "eta_seconds": 115786.75179287419, "iteration": 121659, "loss_fcos_cls": 0.2680484657175839, "loss_fcos_ctr": 0.6208090572617948, "loss_fcos_loc": 0.206158745510038, "loss_mask": 0.27825847174972296, "loss_maskiou": 0.0062886413870728575, "loss_sem_seg": 0.2554697759915143, "lr": 0.01, "mask_rcnn/accuracy": 0.8758862371703067, "mask_rcnn/false_negative": 0.10269928655008609, "mask_rcnn/false_positive": 0.15998679368759322, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.0, "time": 0.7663916768506169, "total_loss": 1.625406539227697} {"data_time": 0.01641133986413479, "eta_seconds": 115807.98432700057, "iteration": 121679, "loss_fcos_cls": 0.27078013261780143, "loss_fcos_ctr": 0.6250723637640476, "loss_fcos_loc": 0.2087804281618446, "loss_mask": 0.2848671227693558, "loss_maskiou": 0.006762956938473508, "loss_sem_seg": 0.3018652799073607, "lr": 0.01, "mask_rcnn/accuracy": 0.870616137375505, "mask_rcnn/false_negative": 0.11945057546038004, "mask_rcnn/false_positive": 0.13310292750154795, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7714035445824265, "total_loss": 1.7048915642662905} {"data_time": 0.016922722570598125, "eta_seconds": 115819.2292820448, "iteration": 121699, "loss_fcos_cls": 0.2669360868167132, "loss_fcos_ctr": 0.6227292604744434, "loss_fcos_loc": 0.19903435232117772, "loss_mask": 0.2866018218919635, "loss_maskiou": 0.005991636367980391, "loss_sem_seg": 0.2964458568021655, "lr": 0.01, "mask_rcnn/accuracy": 0.8760496625624645, "mask_rcnn/false_negative": 0.12086472362541958, "mask_rcnn/false_positive": 0.1251873874309498, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7910776361823082, "total_loss": 1.694371396828501} {"data_time": 0.016826431266963482, "eta_seconds": 115756.00402246322, "iteration": 121719, "loss_fcos_cls": 0.2738830172456801, "loss_fcos_ctr": 0.6219048104248941, "loss_fcos_loc": 0.20042676362209022, "loss_mask": 0.2901499029248953, "loss_maskiou": 0.006791345542296767, "loss_sem_seg": 0.27544412203133106, "lr": 0.01, "mask_rcnn/accuracy": 0.8957397959183673, "mask_rcnn/false_negative": 0.08006608754681235, "mask_rcnn/false_positive": 0.1342679390519732, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 25.75, "time": 0.7909726947546005, "total_loss": 1.6950184949819231} {"data_time": 0.016918640583753586, "eta_seconds": 115946.04789917171, "iteration": 121739, "loss_fcos_cls": 0.2584518233779818, "loss_fcos_ctr": 0.6192893050611019, "loss_fcos_loc": 0.20218668458983302, "loss_mask": 0.266717916354537, "loss_maskiou": 0.00588945992058143, "loss_sem_seg": 0.301777399610728, "lr": 0.01, "mask_rcnn/accuracy": 0.8915051546934564, "mask_rcnn/false_negative": 0.09580208133668063, "mask_rcnn/false_positive": 0.1320905586716739, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.7905927654355764, "total_loss": 1.6467705665781978} {"data_time": 0.018409838899970055, "eta_seconds": 116001.2046385277, "iteration": 121759, "loss_fcos_cls": 0.2655058982782066, "loss_fcos_ctr": 0.6226804322795942, "loss_fcos_loc": 0.2018314958550036, "loss_mask": 0.2697013998404145, "loss_maskiou": 0.0064662225886422675, "loss_sem_seg": 0.29200214776210487, "lr": 0.01, "mask_rcnn/accuracy": 0.883036121363439, "mask_rcnn/false_negative": 0.08598487460082484, "mask_rcnn/false_positive": 0.11930200149188955, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7823614059016109, "total_loss": 1.6887002416297037} {"data_time": 0.016949791461229324, "eta_seconds": 115953.03569564503, "iteration": 121779, "loss_fcos_cls": 0.27144617959856987, "loss_fcos_ctr": 0.6226565185934305, "loss_fcos_loc": 0.20728621340822428, "loss_mask": 0.27661242336034775, "loss_maskiou": 0.005693424725905061, "loss_sem_seg": 0.2702141930349171, "lr": 0.01, "mask_rcnn/accuracy": 0.8791300237200144, "mask_rcnn/false_negative": 0.0922381988185168, "mask_rcnn/false_positive": 0.14787319148229114, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7772688856348395, "total_loss": 1.6564922409015708} {"data_time": 0.017164241522550583, "eta_seconds": 115955.46604168136, "iteration": 121799, "loss_fcos_cls": 0.2644310216419399, "loss_fcos_ctr": 0.624462160281837, "loss_fcos_loc": 0.19789748103357852, "loss_mask": 0.2822123244404793, "loss_maskiou": 0.006473962304880843, "loss_sem_seg": 0.31046478543430567, "lr": 0.01, "mask_rcnn/accuracy": 0.8742665117275709, "mask_rcnn/false_negative": 0.10629234591440409, "mask_rcnn/false_positive": 0.12528989982675248, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.772977932356298, "total_loss": 1.6970040741580306} {"data_time": 0.017908631823956966, "eta_seconds": 115851.56719191838, "iteration": 121819, "loss_fcos_cls": 0.27205786237027496, "loss_fcos_ctr": 0.6221039798110723, "loss_fcos_loc": 0.20559933874756098, "loss_mask": 0.29278139024972916, "loss_maskiou": 0.006082133390009403, "loss_sem_seg": 0.2912792735733092, "lr": 0.01, "mask_rcnn/accuracy": 0.8577199444134089, "mask_rcnn/false_negative": 0.09449022263121876, "mask_rcnn/false_positive": 0.1775736929657013, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7787641938775778, "total_loss": 1.7050985709938686} {"data_time": 0.01589839719235897, "eta_seconds": 115819.97375727352, "iteration": 121839, "loss_fcos_cls": 0.2623197690118104, "loss_fcos_ctr": 0.6214047549292445, "loss_fcos_loc": 0.19668524409644306, "loss_mask": 0.2840834790840745, "loss_maskiou": 0.006508457656309474, "loss_sem_seg": 0.3268503500148654, "lr": 0.01, "mask_rcnn/accuracy": 0.9006829005550472, "mask_rcnn/false_negative": 0.06908498690323751, "mask_rcnn/false_positive": 0.16047108776099672, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 22.25, "time": 0.7653466071933508, "total_loss": 1.6833552775606222} {"data_time": 0.015868736431002617, "eta_seconds": 115737.53687157761, "iteration": 121859, "loss_fcos_cls": 0.2675484814681113, "loss_fcos_ctr": 0.618527031969279, "loss_fcos_loc": 0.19532674725633115, "loss_mask": 0.2700611217878759, "loss_maskiou": 0.005615766618575435, "loss_sem_seg": 0.277957916026935, "lr": 0.01, "mask_rcnn/accuracy": 0.8902174436222396, "mask_rcnn/false_negative": 0.08896266168015779, "mask_rcnn/false_positive": 0.11979396726307462, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7817718246951699, "total_loss": 1.6735363427578704} {"data_time": 0.01668965443968773, "eta_seconds": 115766.6007721154, "iteration": 121879, "loss_fcos_cls": 0.2723322685342282, "loss_fcos_ctr": 0.6200724439695477, "loss_fcos_loc": 0.19672463508322835, "loss_mask": 0.2623239355161786, "loss_maskiou": 0.005719488486647606, "loss_sem_seg": 0.30841901362873614, "lr": 0.01, "mask_rcnn/accuracy": 0.8847865038872692, "mask_rcnn/false_negative": 0.10851917386817306, "mask_rcnn/false_positive": 0.1103172008601682, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7860932750627398, "total_loss": 1.6777574870793615} {"data_time": 0.01587390247732401, "eta_seconds": 115773.07073673885, "iteration": 121899, "loss_fcos_cls": 0.2836121148429811, "loss_fcos_ctr": 0.6218408811837435, "loss_fcos_loc": 0.20683697308413684, "loss_mask": 0.2878251541405916, "loss_maskiou": 0.006436733616283163, "loss_sem_seg": 0.26724516064859927, "lr": 0.01, "mask_rcnn/accuracy": 0.8724048961689939, "mask_rcnn/false_negative": 0.09694559558446392, "mask_rcnn/false_positive": 0.14730456071734951, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7867930876091123, "total_loss": 1.676887845256715} {"data_time": 0.015083069913089275, "eta_seconds": 115757.43639656063, "iteration": 121919, "loss_fcos_cls": 0.24955395702272654, "loss_fcos_ctr": 0.6242456845939159, "loss_fcos_loc": 0.21210380061529577, "loss_mask": 0.2783902958035469, "loss_maskiou": 0.006164312930195592, "loss_sem_seg": 0.31714049563743174, "lr": 0.01, "mask_rcnn/accuracy": 0.8735238360598082, "mask_rcnn/false_negative": 0.09625958031210594, "mask_rcnn/false_positive": 0.15967595598665102, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7753416709601879, "total_loss": 1.6986877927556634} {"data_time": 0.018431957811117172, "eta_seconds": 115913.92215939797, "iteration": 121939, "loss_fcos_cls": 0.26793641690164804, "loss_fcos_ctr": 0.6201136698946357, "loss_fcos_loc": 0.19870868208818138, "loss_mask": 0.2919126274064183, "loss_maskiou": 0.0060730517288902774, "loss_sem_seg": 0.30450134724378586, "lr": 0.01, "mask_rcnn/accuracy": 0.8635286226415949, "mask_rcnn/false_negative": 0.10820030244914641, "mask_rcnn/false_positive": 0.15850710331403725, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.7863589618355036, "total_loss": 1.6747427547597908} {"data_time": 0.015437779016792774, "eta_seconds": 115898.2645693291, "iteration": 121959, "loss_fcos_cls": 0.25830703834071755, "loss_fcos_ctr": 0.6230586883611977, "loss_fcos_loc": 0.2040118648437783, "loss_mask": 0.2795692337676883, "loss_maskiou": 0.006452638124756049, "loss_sem_seg": 0.29846801795065403, "lr": 0.01, "mask_rcnn/accuracy": 0.8709968602825746, "mask_rcnn/false_negative": 0.09689874316111041, "mask_rcnn/false_positive": 0.1551172285049979, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.25, "time": 0.7898856131359935, "total_loss": 1.6676865757035557} {"data_time": 0.01732982788234949, "eta_seconds": 115896.85018873401, "iteration": 121979, "loss_fcos_cls": 0.2652787333354354, "loss_fcos_ctr": 0.6217074263840914, "loss_fcos_loc": 0.20223528367932886, "loss_mask": 0.27774585224688053, "loss_maskiou": 0.006645943649346009, "loss_sem_seg": 0.3102528415620327, "lr": 0.01, "mask_rcnn/accuracy": 0.8700541274201988, "mask_rcnn/false_negative": 0.09950840437066008, "mask_rcnn/false_positive": 0.16693515420019248, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.0, "time": 0.777034911327064, "total_loss": 1.6839962053127238} {"data_time": 0.01566461008042097, "eta_seconds": 115843.10240434203, "iteration": 121999, "loss_fcos_cls": 0.2783966070273891, "loss_fcos_ctr": 0.624473967589438, "loss_fcos_loc": 0.2056524259969592, "loss_mask": 0.2909058164805174, "loss_maskiou": 0.006312597601208836, "loss_sem_seg": 0.33428390277549624, "lr": 0.01, "mask_rcnn/accuracy": 0.8884201895043732, "mask_rcnn/false_negative": 0.094261084555893, "mask_rcnn/false_positive": 0.141379674899233, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.5, "time": 0.7736190222203732, "total_loss": 1.737055342295207} {"data_time": 0.01629817858338356, "eta_seconds": 115827.4480368169, "iteration": 122019, "loss_fcos_cls": 0.2747445965651423, "loss_fcos_ctr": 0.6217360603623092, "loss_fcos_loc": 0.20481926505453885, "loss_mask": 0.27393537014722824, "loss_maskiou": 0.006380594306392595, "loss_sem_seg": 0.3352250773459673, "lr": 0.01, "mask_rcnn/accuracy": 0.8947606193640247, "mask_rcnn/false_negative": 0.09902551371818522, "mask_rcnn/false_positive": 0.12949604577445312, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.0, "time": 0.7864614576101303, "total_loss": 1.7347470751119545} {"data_time": 0.015500577166676521, "eta_seconds": 115811.79366929177, "iteration": 122039, "loss_fcos_cls": 0.271591747761704, "loss_fcos_ctr": 0.6209783758968115, "loss_fcos_loc": 0.19561048701871186, "loss_mask": 0.2769444780424237, "loss_maskiou": 0.0062450662608171115, "loss_sem_seg": 0.3074985295534134, "lr": 0.01, "mask_rcnn/accuracy": 0.8775554377595194, "mask_rcnn/false_negative": 0.10137018115793481, "mask_rcnn/false_positive": 0.13880983862285212, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.25, "time": 0.7714330581948161, "total_loss": 1.6986435618746327} {"data_time": 0.01632285676896572, "eta_seconds": 115819.97661898471, "iteration": 122059, "loss_fcos_cls": 0.2540478666778654, "loss_fcos_ctr": 0.6205567116849124, "loss_fcos_loc": 0.1993597337277606, "loss_mask": 0.27086571883410215, "loss_maskiou": 0.005726994277210906, "loss_sem_seg": 0.2779587432742119, "lr": 0.01, "mask_rcnn/accuracy": 0.8875250796943581, "mask_rcnn/false_negative": 0.10136486404529234, "mask_rcnn/false_positive": 0.1331132795002668, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7846402069553733, "total_loss": 1.6297202992864186} {"data_time": 0.017751500010490417, "eta_seconds": 115712.96053277794, "iteration": 122079, "loss_fcos_cls": 0.27437243633903563, "loss_fcos_ctr": 0.6218549506738782, "loss_fcos_loc": 0.2033010204322636, "loss_mask": 0.27749777399003506, "loss_maskiou": 0.005878412106540054, "loss_sem_seg": 0.2898217149777338, "lr": 0.01, "mask_rcnn/accuracy": 0.8625253719016972, "mask_rcnn/false_negative": 0.10292326150802461, "mask_rcnn/false_positive": 0.14892982837721375, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.5, "time": 0.7760231485590339, "total_loss": 1.6719943003263324} {"data_time": 0.015219972468912601, "eta_seconds": 115616.08421036787, "iteration": 122099, "loss_fcos_cls": 0.2607700963271782, "loss_fcos_ctr": 0.6210326282307506, "loss_fcos_loc": 0.20149911538464949, "loss_mask": 0.2755702268332243, "loss_maskiou": 0.005573210379225202, "loss_sem_seg": 0.29635417368263006, "lr": 0.01, "mask_rcnn/accuracy": 0.8814040702487892, "mask_rcnn/false_negative": 0.09599229019992991, "mask_rcnn/false_positive": 0.1327136331543794, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.0, "time": 0.770661436021328, "total_loss": 1.6756094970041886} {"data_time": 0.015014822594821453, "eta_seconds": 115579.02450551372, "iteration": 122119, "loss_fcos_cls": 0.26394869084469974, "loss_fcos_ctr": 0.6223795088008046, "loss_fcos_loc": 0.21392682997975498, "loss_mask": 0.2766611957922578, "loss_maskiou": 0.006223452088306658, "loss_sem_seg": 0.30202914867550135, "lr": 0.01, "mask_rcnn/accuracy": 0.882793174087817, "mask_rcnn/false_negative": 0.09812302652455324, "mask_rcnn/false_positive": 0.15958715861997047, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7766732256859541, "total_loss": 1.6807963349856436} {"data_time": 0.01564859040081501, "eta_seconds": 115604.69787539821, "iteration": 122139, "loss_fcos_cls": 0.2606187507044524, "loss_fcos_ctr": 0.619873171672225, "loss_fcos_loc": 0.19979401328600943, "loss_mask": 0.2641224358230829, "loss_maskiou": 0.005784978435258381, "loss_sem_seg": 0.2681932835839689, "lr": 0.01, "mask_rcnn/accuracy": 0.8843263467549182, "mask_rcnn/false_negative": 0.09271688567289435, "mask_rcnn/false_positive": 0.1589912588684892, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.5, "time": 0.7940343292430043, "total_loss": 1.625185005662388} {"data_time": 0.017115873284637928, "eta_seconds": 115589.0609328812, "iteration": 122159, "loss_fcos_cls": 0.2745096255093813, "loss_fcos_ctr": 0.6200917856767774, "loss_fcos_loc": 0.2108831669902429, "loss_mask": 0.2646675445139408, "loss_maskiou": 0.005475320118421223, "loss_sem_seg": 0.29804456094279885, "lr": 0.01, "mask_rcnn/accuracy": 0.883843537414966, "mask_rcnn/false_negative": 0.09616425610369342, "mask_rcnn/false_positive": 0.1176045271311312, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.5, "time": 0.7832484534010291, "total_loss": 1.686229774786625} {"data_time": 0.016512185335159302, "eta_seconds": 115570.19661519304, "iteration": 122179, "loss_fcos_cls": 0.2660132236778736, "loss_fcos_ctr": 0.6216925922781229, "loss_fcos_loc": 0.198922177311033, "loss_mask": 0.27490651700645685, "loss_maskiou": 0.006203905548318289, "loss_sem_seg": 0.2901669074781239, "lr": 0.01, "mask_rcnn/accuracy": 0.8746443805859581, "mask_rcnn/false_negative": 0.10119416905610487, "mask_rcnn/false_positive": 0.16256741110322553, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7543348129838705, "total_loss": 1.686433473325451} {"data_time": 0.016130723990499973, "eta_seconds": 115572.45287290122, "iteration": 122199, "loss_fcos_cls": 0.2708722047973424, "loss_fcos_ctr": 0.6221555965021253, "loss_fcos_loc": 0.2063689969945699, "loss_mask": 0.27287981286644936, "loss_maskiou": 0.005544246942008613, "loss_sem_seg": 0.2954221381805837, "lr": 0.01, "mask_rcnn/accuracy": 0.8937378522837707, "mask_rcnn/false_negative": 0.08842612264902913, "mask_rcnn/false_positive": 0.15873936757137053, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.75, "time": 0.7994695901870728, "total_loss": 1.684842021593795} {"data_time": 0.01583914738148451, "eta_seconds": 115542.15010533016, "iteration": 122219, "loss_fcos_cls": 0.2726862449198961, "loss_fcos_ctr": 0.6226173117756844, "loss_fcos_loc": 0.2095429046312347, "loss_mask": 0.2852667369879782, "loss_maskiou": 0.006689134694170207, "loss_sem_seg": 0.29903713893145323, "lr": 0.01, "mask_rcnn/accuracy": 0.8850318943776887, "mask_rcnn/false_negative": 0.10543876742262615, "mask_rcnn/false_positive": 0.1345433153521005, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.75, "time": 0.7796281399205327, "total_loss": 1.691782666472136} {"data_time": 0.016814760863780975, "eta_seconds": 115636.33768054284, "iteration": 122239, "loss_fcos_cls": 0.25754491589032114, "loss_fcos_ctr": 0.6226940038613975, "loss_fcos_loc": 0.20597126526990905, "loss_mask": 0.28354736417531967, "loss_maskiou": 0.006582391404663213, "loss_sem_seg": 0.27344423229806125, "lr": 0.01, "mask_rcnn/accuracy": 0.8781933757109401, "mask_rcnn/false_negative": 0.09174799248765927, "mask_rcnn/false_positive": 0.1429837369349136, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.0, "time": 0.7906481800600886, "total_loss": 1.6544155889714602} {"data_time": 0.01590355858206749, "eta_seconds": 115620.68587286957, "iteration": 122259, "loss_fcos_cls": 0.254249841789715, "loss_fcos_ctr": 0.622768072411418, "loss_fcos_loc": 0.2084027910605073, "loss_mask": 0.2881667809560895, "loss_maskiou": 0.005874638329260051, "loss_sem_seg": 0.30574871972203255, "lr": 0.01, "mask_rcnn/accuracy": 0.8766590294316922, "mask_rcnn/false_negative": 0.11411014473269179, "mask_rcnn/false_positive": 0.1210543999901906, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7590866424143314, "total_loss": 1.6790936174074886} {"data_time": 0.014296445995569229, "eta_seconds": 115556.50815545116, "iteration": 122279, "loss_fcos_cls": 0.2575619528070092, "loss_fcos_ctr": 0.6231008870527148, "loss_fcos_loc": 0.20828500716015697, "loss_mask": 0.27672656159847975, "loss_maskiou": 0.006280998673901195, "loss_sem_seg": 0.28407383244484663, "lr": 0.01, "mask_rcnn/accuracy": 0.8809690631289632, "mask_rcnn/false_negative": 0.10128490340819486, "mask_rcnn/false_positive": 0.14479257880649105, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7763646161183715, "total_loss": 1.656932410405716} {"data_time": 0.01441566739231348, "eta_seconds": 115589.38225752302, "iteration": 122299, "loss_fcos_cls": 0.25572161190211773, "loss_fcos_ctr": 0.622907736338675, "loss_fcos_loc": 0.19393950491212308, "loss_mask": 0.27655721083283424, "loss_maskiou": 0.006570243262103759, "loss_sem_seg": 0.2683526542969048, "lr": 0.01, "mask_rcnn/accuracy": 0.8645405913688227, "mask_rcnn/false_negative": 0.10251274704124208, "mask_rcnn/false_positive": 0.16349471482023706, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7870291108265519, "total_loss": 1.6821770741371438} {"data_time": 0.017118891701102257, "eta_seconds": 115463.9653927451, "iteration": 122319, "loss_fcos_cls": 0.2646638825535774, "loss_fcos_ctr": 0.6182403489947319, "loss_fcos_loc": 0.19316212204284966, "loss_mask": 0.27689835987985134, "loss_maskiou": 0.005785726498288568, "loss_sem_seg": 0.28959478763863444, "lr": 0.01, "mask_rcnn/accuracy": 0.8922452874912148, "mask_rcnn/false_negative": 0.10278248363924075, "mask_rcnn/false_positive": 0.1152314360660556, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7637930093333125, "total_loss": 1.6629323562519858} {"data_time": 0.01684284582734108, "eta_seconds": 115462.9803835256, "iteration": 122339, "loss_fcos_cls": 0.2716225078329444, "loss_fcos_ctr": 0.6213881811127067, "loss_fcos_loc": 0.20576825737953186, "loss_mask": 0.28329957462847233, "loss_maskiou": 0.006064968969440088, "loss_sem_seg": 0.3030457568820566, "lr": 0.01, "mask_rcnn/accuracy": 0.8731420943663506, "mask_rcnn/false_negative": 0.10260598491899954, "mask_rcnn/false_positive": 0.15466341554077717, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7865624511614442, "total_loss": 1.6749660720233805} {"data_time": 0.016544898971915245, "eta_seconds": 115447.34145647194, "iteration": 122359, "loss_fcos_cls": 0.2637859237147495, "loss_fcos_ctr": 0.6230474445037544, "loss_fcos_loc": 0.20482108765281737, "loss_mask": 0.2773357219994068, "loss_maskiou": 0.006097516117733903, "loss_sem_seg": 0.3129131621681154, "lr": 0.01, "mask_rcnn/accuracy": 0.8707032166314802, "mask_rcnn/false_negative": 0.09907331077560833, "mask_rcnn/false_positive": 0.1623611140712079, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.5, "time": 0.7809005118906498, "total_loss": 1.6913111999747343} {"data_time": 0.016992579214274883, "eta_seconds": 115413.83155662194, "iteration": 122379, "loss_fcos_cls": 0.2874642612878233, "loss_fcos_ctr": 0.6238713124766946, "loss_fcos_loc": 0.21440445992629975, "loss_mask": 0.2913561640307307, "loss_maskiou": 0.00587601510778768, "loss_sem_seg": 0.31884125666692853, "lr": 0.01, "mask_rcnn/accuracy": 0.8696329127656217, "mask_rcnn/false_negative": 0.10995538489285775, "mask_rcnn/false_positive": 0.13466935869535657, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7811098266392946, "total_loss": 1.7125961717374594} {"data_time": 0.016312080435454845, "eta_seconds": 115341.35170299746, "iteration": 122399, "loss_fcos_cls": 0.2657423864584416, "loss_fcos_ctr": 0.6233009316492826, "loss_fcos_loc": 0.20617125573335215, "loss_mask": 0.27079311292618513, "loss_maskiou": 0.006176503920869436, "loss_sem_seg": 0.28502760152332485, "lr": 0.01, "mask_rcnn/accuracy": 0.876554125438054, "mask_rcnn/false_negative": 0.08806693429087538, "mask_rcnn/false_positive": 0.1581898095413614, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.75, "time": 0.780609954148531, "total_loss": 1.66249171547679} {"data_time": 0.01744755543768406, "eta_seconds": 115280.18994860537, "iteration": 122419, "loss_fcos_cls": 0.26317883480805904, "loss_fcos_ctr": 0.6191071020439267, "loss_fcos_loc": 0.1955609758151695, "loss_mask": 0.2721559787169099, "loss_maskiou": 0.005633304288494401, "loss_sem_seg": 0.2922207107767463, "lr": 0.01, "mask_rcnn/accuracy": 0.8730055658627087, "mask_rcnn/false_negative": 0.0954229299996697, "mask_rcnn/false_positive": 0.15634082610410113, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7647321838885546, "total_loss": 1.6602808379684575} {"data_time": 0.016732443124055862, "eta_seconds": 115264.0670817364, "iteration": 122439, "loss_fcos_cls": 0.27200215141056105, "loss_fcos_ctr": 0.6221125386655331, "loss_fcos_loc": 0.20975275000091642, "loss_mask": 0.28001771960407495, "loss_maskiou": 0.006032238408806734, "loss_sem_seg": 0.2836271747946739, "lr": 0.01, "mask_rcnn/accuracy": 0.8706943220326105, "mask_rcnn/false_negative": 0.09876964562356241, "mask_rcnn/false_positive": 0.14817052491505445, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7798388628289104, "total_loss": 1.661751591367647} {"data_time": 0.016376597806811333, "eta_seconds": 115177.64738188125, "iteration": 122459, "loss_fcos_cls": 0.2692198466975242, "loss_fcos_ctr": 0.6219907575286925, "loss_fcos_loc": 0.20765286241658032, "loss_mask": 0.26568696834146976, "loss_maskiou": 0.0058019559510285035, "loss_sem_seg": 0.3088426226750016, "lr": 0.01, "mask_rcnn/accuracy": 0.9043407664790054, "mask_rcnn/false_negative": 0.07974496634730752, "mask_rcnn/false_positive": 0.10508671041745163, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.7701557157561183, "total_loss": 1.6802598585782107} {"data_time": 0.016377277672290802, "eta_seconds": 115179.31459529791, "iteration": 122479, "loss_fcos_cls": 0.277612236328423, "loss_fcos_ctr": 0.620191122405231, "loss_fcos_loc": 0.20351938565727323, "loss_mask": 0.2732120845466852, "loss_maskiou": 0.00594076635024976, "loss_sem_seg": 0.30229096626862884, "lr": 0.01, "mask_rcnn/accuracy": 0.8758614366076101, "mask_rcnn/false_negative": 0.11294136048412168, "mask_rcnn/false_positive": 0.1192392561257, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.25, "time": 0.7760428376495838, "total_loss": 1.6642053105497325} {"data_time": 0.01577755156904459, "eta_seconds": 115180.01552615315, "iteration": 122499, "loss_fcos_cls": 0.2769009608309716, "loss_fcos_ctr": 0.623155633918941, "loss_fcos_loc": 0.20565199083648622, "loss_mask": 0.2681433907710016, "loss_maskiou": 0.005917156871873885, "loss_sem_seg": 0.3366211340762675, "lr": 0.01, "mask_rcnn/accuracy": 0.8924731619079095, "mask_rcnn/false_negative": 0.0814318992037122, "mask_rcnn/false_positive": 0.14308494955715895, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7836233796551824, "total_loss": 1.7224143183957494} {"data_time": 0.018315181136131287, "eta_seconds": 115260.03729234077, "iteration": 122519, "loss_fcos_cls": 0.2612883457913995, "loss_fcos_ctr": 0.6193409878760576, "loss_fcos_loc": 0.20374981866916642, "loss_mask": 0.2741386163979769, "loss_maskiou": 0.00628511775721563, "loss_sem_seg": 0.2981335436925292, "lr": 0.01, "mask_rcnn/accuracy": 0.8911146290556133, "mask_rcnn/false_negative": 0.09688534108294995, "mask_rcnn/false_positive": 0.12673453215250619, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.8028173483908176, "total_loss": 1.6698368078214116} {"data_time": 0.01573963277041912, "eta_seconds": 115244.40679928847, "iteration": 122539, "loss_fcos_cls": 0.27305624447762966, "loss_fcos_ctr": 0.6247894316911697, "loss_fcos_loc": 0.20726728322915733, "loss_mask": 0.2690860293805599, "loss_maskiou": 0.006257079181523295, "loss_sem_seg": 0.2994220834225416, "lr": 0.01, "mask_rcnn/accuracy": 0.8846483236151603, "mask_rcnn/false_negative": 0.08166738209414909, "mask_rcnn/false_positive": 0.15635745232516124, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7901617642492056, "total_loss": 1.6849579715490108} {"data_time": 0.015802578069269657, "eta_seconds": 115157.94806277193, "iteration": 122559, "loss_fcos_cls": 0.2678277299273759, "loss_fcos_ctr": 0.6170463552698493, "loss_fcos_loc": 0.19108243030495942, "loss_mask": 0.27200844418257475, "loss_maskiou": 0.0059258007822791114, "loss_sem_seg": 0.29403916792944074, "lr": 0.01, "mask_rcnn/accuracy": 0.86785416335611, "mask_rcnn/false_negative": 0.09078091120840792, "mask_rcnn/false_positive": 0.15935331160863556, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.770124682225287, "total_loss": 1.6560697605018504} {"data_time": 0.015185023657977581, "eta_seconds": 115117.54543278366, "iteration": 122579, "loss_fcos_cls": 0.26526543963700533, "loss_fcos_ctr": 0.6212740279734135, "loss_fcos_loc": 0.20761649566702545, "loss_mask": 0.2940247030928731, "loss_maskiou": 0.006561690999660641, "loss_sem_seg": 0.28448218386620283, "lr": 0.01, "mask_rcnn/accuracy": 0.8690789067643185, "mask_rcnn/false_negative": 0.11900886402801811, "mask_rcnn/false_positive": 0.14785810812015748, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.25, "time": 0.7823190074414015, "total_loss": 1.6919600868131965} {"data_time": 0.015316139906644821, "eta_seconds": 115048.38088819478, "iteration": 122599, "loss_fcos_cls": 0.2708411982166581, "loss_fcos_ctr": 0.6209545405581594, "loss_fcos_loc": 0.20529521466232836, "loss_mask": 0.27033342979848385, "loss_maskiou": 0.00645638641435653, "loss_sem_seg": 0.3002630020491779, "lr": 0.01, "mask_rcnn/accuracy": 0.8951740454246214, "mask_rcnn/false_negative": 0.09695630281887563, "mask_rcnn/false_positive": 0.12997166850347508, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7691536052152514, "total_loss": 1.6744274527954985} {"data_time": 0.015968014486134052, "eta_seconds": 115032.49144502264, "iteration": 122619, "loss_fcos_cls": 0.27777577901724726, "loss_fcos_ctr": 0.621369132772088, "loss_fcos_loc": 0.1993469358421862, "loss_mask": 0.2770172590389848, "loss_maskiou": 0.006092040486691985, "loss_sem_seg": 0.29410270508378744, "lr": 0.01, "mask_rcnn/accuracy": 0.8652192283163265, "mask_rcnn/false_negative": 0.08311878152104321, "mask_rcnn/false_positive": 0.17284273948979179, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7927898084744811, "total_loss": 1.6672324741248303} {"data_time": 0.015485814772546291, "eta_seconds": 115016.88122505601, "iteration": 122639, "loss_fcos_cls": 0.27638497413136065, "loss_fcos_ctr": 0.6212568073533475, "loss_fcos_loc": 0.2062879609875381, "loss_mask": 0.28081780206412077, "loss_maskiou": 0.006053264005458914, "loss_sem_seg": 0.30978378164581954, "lr": 0.01, "mask_rcnn/accuracy": 0.8734513294565138, "mask_rcnn/false_negative": 0.08531848098681327, "mask_rcnn/false_positive": 0.18360648559509724, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.25, "time": 0.7860072022303939, "total_loss": 1.6920756377003272} {"data_time": 0.019476208835840225, "eta_seconds": 115021.51769944467, "iteration": 122659, "loss_fcos_cls": 0.27444271714193746, "loss_fcos_ctr": 0.6219912394881248, "loss_fcos_loc": 0.20563799003139138, "loss_mask": 0.27072541788220406, "loss_maskiou": 0.005729778640670702, "loss_sem_seg": 0.29169541341252625, "lr": 0.01, "mask_rcnn/accuracy": 0.8847309793108293, "mask_rcnn/false_negative": 0.08532204428528165, "mask_rcnn/false_positive": 0.1475788382891835, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.75, "time": 0.7700364924967289, "total_loss": 1.680669192210189} {"data_time": 0.016468429006636143, "eta_seconds": 114996.35084872786, "iteration": 122679, "loss_fcos_cls": 0.2748893708921969, "loss_fcos_ctr": 0.6213375730440021, "loss_fcos_loc": 0.2147321873344481, "loss_mask": 0.2849082984030247, "loss_maskiou": 0.006503725104266778, "loss_sem_seg": 0.3109539868310094, "lr": 0.01, "mask_rcnn/accuracy": 0.8761995869776482, "mask_rcnn/false_negative": 0.07786092649250577, "mask_rcnn/false_positive": 0.1581751160174787, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7719970215111971, "total_loss": 1.7190085132897366} {"data_time": 0.01567155960947275, "eta_seconds": 115007.54617445637, "iteration": 122699, "loss_fcos_cls": 0.27592412871308625, "loss_fcos_ctr": 0.6239032056182623, "loss_fcos_loc": 0.20858391397632658, "loss_mask": 0.286182695068419, "loss_maskiou": 0.006674870921415277, "loss_sem_seg": 0.2987705525010824, "lr": 0.01, "mask_rcnn/accuracy": 0.8778213556238307, "mask_rcnn/false_negative": 0.08997802603807083, "mask_rcnn/false_positive": 0.14089431626153803, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.75, "time": 0.7913245521485806, "total_loss": 1.6952172067321953} {"data_time": 0.015322682447731495, "eta_seconds": 114974.67879471369, "iteration": 122719, "loss_fcos_cls": 0.28103274246677756, "loss_fcos_ctr": 0.6238367101177573, "loss_fcos_loc": 0.21337465627584606, "loss_mask": 0.2803328181616962, "loss_maskiou": 0.006143976076145918, "loss_sem_seg": 0.28560061380267143, "lr": 0.01, "mask_rcnn/accuracy": 0.8642049595812351, "mask_rcnn/false_negative": 0.11511164198985564, "mask_rcnn/false_positive": 0.16705743697090775, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7852912647649646, "total_loss": 1.6972455295763211} {"data_time": 0.018794906325638294, "eta_seconds": 114861.36949509848, "iteration": 122739, "loss_fcos_cls": 0.2769604998175055, "loss_fcos_ctr": 0.6245139613747597, "loss_fcos_loc": 0.21431437390856445, "loss_mask": 0.29544461611658335, "loss_maskiou": 0.006867530908493791, "loss_sem_seg": 0.2979927263222635, "lr": 0.01, "mask_rcnn/accuracy": 0.866207732962418, "mask_rcnn/false_negative": 0.09977227000798855, "mask_rcnn/false_positive": 0.19291382593410855, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7783657116815448, "total_loss": 1.6969625559577253} {"data_time": 0.01822274550795555, "eta_seconds": 114838.58794515207, "iteration": 122759, "loss_fcos_cls": 0.2759461256209761, "loss_fcos_ctr": 0.6202781307511032, "loss_fcos_loc": 0.2075153935002163, "loss_mask": 0.2780575277283788, "loss_maskiou": 0.006145420091343112, "loss_sem_seg": 0.2938682339154184, "lr": 0.01, "mask_rcnn/accuracy": 0.88449568288854, "mask_rcnn/false_negative": 0.07675288245100291, "mask_rcnn/false_positive": 0.11823339446008253, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.5, "time": 0.78062579408288, "total_loss": 1.690987553287414} {"data_time": 0.016009071841835976, "eta_seconds": 114798.67847832292, "iteration": 122779, "loss_fcos_cls": 0.2660952729638666, "loss_fcos_ctr": 0.6224309206008911, "loss_fcos_loc": 0.201955457450822, "loss_mask": 0.28148732241243124, "loss_maskiou": 0.006183422068716027, "loss_sem_seg": 0.3180075539276004, "lr": 0.01, "mask_rcnn/accuracy": 0.882149927440181, "mask_rcnn/false_negative": 0.09365380440151541, "mask_rcnn/false_positive": 0.14879181509477243, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7653057342395186, "total_loss": 1.688111511808529} {"data_time": 0.016426729038357735, "eta_seconds": 114783.08305668086, "iteration": 122799, "loss_fcos_cls": 0.25796532165259123, "loss_fcos_ctr": 0.6209142468869686, "loss_fcos_loc": 0.19524083368014544, "loss_mask": 0.2816383643075824, "loss_maskiou": 0.006343715482216794, "loss_sem_seg": 0.2974282121285796, "lr": 0.01, "mask_rcnn/accuracy": 0.866340058750773, "mask_rcnn/false_negative": 0.09781567962489778, "mask_rcnn/false_positive": 0.17723232421215482, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.75, "time": 0.7729482185095549, "total_loss": 1.6782419968803879} {"data_time": 0.016148488968610764, "eta_seconds": 114870.51690148376, "iteration": 122819, "loss_fcos_cls": 0.26833374972920865, "loss_fcos_ctr": 0.6227562660351396, "loss_fcos_loc": 0.21190625079907477, "loss_mask": 0.28037170227617025, "loss_maskiou": 0.006958782616493409, "loss_sem_seg": 0.3283485225401819, "lr": 0.01, "mask_rcnn/accuracy": 0.8789319899292303, "mask_rcnn/false_negative": 0.10673633669218346, "mask_rcnn/false_positive": 0.1349325600284072, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.8146743662655354, "total_loss": 1.7223838959034765} {"data_time": 0.016453801654279232, "eta_seconds": 114881.00098525174, "iteration": 122839, "loss_fcos_cls": 0.26811395050026476, "loss_fcos_ctr": 0.620638906955719, "loss_fcos_loc": 0.20786663820035756, "loss_mask": 0.27665590308606625, "loss_maskiou": 0.006438505576625175, "loss_sem_seg": 0.3106774454936385, "lr": 0.01, "mask_rcnn/accuracy": 0.856889238253441, "mask_rcnn/false_negative": 0.09332465984861404, "mask_rcnn/false_positive": 0.17442760096877685, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7806869121268392, "total_loss": 1.6753165027330397} {"data_time": 0.01762329414486885, "eta_seconds": 114865.38801700808, "iteration": 122859, "loss_fcos_cls": 0.27000952465459704, "loss_fcos_ctr": 0.6226448491215706, "loss_fcos_loc": 0.2121137697249651, "loss_mask": 0.2799995206296444, "loss_maskiou": 0.006047731905709952, "loss_sem_seg": 0.3025800719624385, "lr": 0.01, "mask_rcnn/accuracy": 0.883815836940837, "mask_rcnn/false_negative": 0.09157113829869903, "mask_rcnn/false_positive": 0.12347620126378529, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7775620110332966, "total_loss": 1.6923659159219824} {"data_time": 0.01575042773038149, "eta_seconds": 114812.9429317601, "iteration": 122879, "loss_fcos_cls": 0.2647942351177335, "loss_fcos_ctr": 0.6236370066180825, "loss_fcos_loc": 0.20843630377203226, "loss_mask": 0.28021428640931845, "loss_maskiou": 0.0061379996841424145, "loss_sem_seg": 0.29588773543946445, "lr": 0.01, "mask_rcnn/accuracy": 0.8901215091299678, "mask_rcnn/false_negative": 0.10416109506379162, "mask_rcnn/false_positive": 0.1261108038853817, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7701951395720243, "total_loss": 1.6909209864679724} {"data_time": 0.01680980622768402, "eta_seconds": 114820.76951991115, "iteration": 122899, "loss_fcos_cls": 0.27445322822313756, "loss_fcos_ctr": 0.6210017381235957, "loss_fcos_loc": 0.1994573527481407, "loss_mask": 0.2695978903211653, "loss_maskiou": 0.00582126572044217, "loss_sem_seg": 0.30623018532060087, "lr": 0.01, "mask_rcnn/accuracy": 0.8839105888256942, "mask_rcnn/false_negative": 0.09771478819204235, "mask_rcnn/false_positive": 0.12553273727221337, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7862746817991138, "total_loss": 1.6504785467477632} {"data_time": 0.01480646338313818, "eta_seconds": 114811.02672652714, "iteration": 122919, "loss_fcos_cls": 0.2588616891298443, "loss_fcos_ctr": 0.6236579306423664, "loss_fcos_loc": 0.2034828420728445, "loss_mask": 0.2877434240654111, "loss_maskiou": 0.006744091777363792, "loss_sem_seg": 0.28277164476457983, "lr": 0.01, "mask_rcnn/accuracy": 0.8744320133382947, "mask_rcnn/false_negative": 0.10645688118397531, "mask_rcnn/false_positive": 0.15463229074822546, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.7844112804159522, "total_loss": 1.6835582136409357} {"data_time": 0.015340427868068218, "eta_seconds": 114760.7345544193, "iteration": 122939, "loss_fcos_cls": 0.2533782583195716, "loss_fcos_ctr": 0.6219349401071668, "loss_fcos_loc": 0.19990311935544014, "loss_mask": 0.2717767544090748, "loss_maskiou": 0.005831051414133981, "loss_sem_seg": 0.28268173709511757, "lr": 0.01, "mask_rcnn/accuracy": 0.8659959049409237, "mask_rcnn/false_negative": 0.09110776141268487, "mask_rcnn/false_positive": 0.17514456274570012, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7697270987555385, "total_loss": 1.6729881886894873} {"data_time": 0.016536951065063477, "eta_seconds": 114750.5110869892, "iteration": 122959, "loss_fcos_cls": 0.28000949206762016, "loss_fcos_ctr": 0.6252183299511671, "loss_fcos_loc": 0.21229593362659216, "loss_mask": 0.2813830254599452, "loss_maskiou": 0.006339922241750173, "loss_sem_seg": 0.27905779518187046, "lr": 0.01, "mask_rcnn/accuracy": 0.8688083384275369, "mask_rcnn/false_negative": 0.11212408112335179, "mask_rcnn/false_positive": 0.14433518348213553, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7893633376806974, "total_loss": 1.7177917410372174} {"data_time": 0.015393704175949097, "eta_seconds": 114729.52009659447, "iteration": 122979, "loss_fcos_cls": 0.265575741417706, "loss_fcos_ctr": 0.6211606152355671, "loss_fcos_loc": 0.2072519543580711, "loss_mask": 0.2606785772368312, "loss_maskiou": 0.005956771354249213, "loss_sem_seg": 0.32389427069574594, "lr": 0.01, "mask_rcnn/accuracy": 0.8837935427623885, "mask_rcnn/false_negative": 0.08151950222930615, "mask_rcnn/false_positive": 0.1289148917904028, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7608013721182942, "total_loss": 1.6634238756814739} {"data_time": 0.017046074382960796, "eta_seconds": 114742.71378302295, "iteration": 122999, "loss_fcos_cls": 0.2754117585718632, "loss_fcos_ctr": 0.6237542293965816, "loss_fcos_loc": 0.21215677284635603, "loss_mask": 0.27230173721909523, "loss_maskiou": 0.0059184541896684095, "loss_sem_seg": 0.32058627996593714, "lr": 0.01, "mask_rcnn/accuracy": 0.8739537802794461, "mask_rcnn/false_negative": 0.1101637161784162, "mask_rcnn/false_positive": 0.16693865699711916, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.776532688178122, "total_loss": 1.7145201818348141} {"data_time": 0.01582308206707239, "eta_seconds": 114740.48427105881, "iteration": 123019, "loss_fcos_cls": 0.27643499546684325, "loss_fcos_ctr": 0.6206880360841751, "loss_fcos_loc": 0.20807173766661435, "loss_mask": 0.2692914707586169, "loss_maskiou": 0.0063815552202868275, "loss_sem_seg": 0.26803251588717103, "lr": 0.01, "mask_rcnn/accuracy": 0.9057268911963612, "mask_rcnn/false_negative": 0.09208911062196162, "mask_rcnn/false_positive": 0.10511055163618256, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7944560497999191, "total_loss": 1.669220375319128} {"data_time": 0.01614510826766491, "eta_seconds": 114742.08588770125, "iteration": 123039, "loss_fcos_cls": 0.2600685735233128, "loss_fcos_ctr": 0.6241439441218972, "loss_fcos_loc": 0.20813648647163063, "loss_mask": 0.27518058381974697, "loss_maskiou": 0.0060524988803081214, "loss_sem_seg": 0.27657028241083026, "lr": 0.01, "mask_rcnn/accuracy": 0.8801724473410399, "mask_rcnn/false_negative": 0.10363536267847717, "mask_rcnn/false_positive": 0.12196051534068328, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7702761627733707, "total_loss": 1.6469633253727807} {"data_time": 0.018797884695231915, "eta_seconds": 114705.40958006494, "iteration": 123059, "loss_fcos_cls": 0.2758686237502843, "loss_fcos_ctr": 0.6234394824132323, "loss_fcos_loc": 0.19529504352249205, "loss_mask": 0.28082856349647045, "loss_maskiou": 0.0059046702372143045, "loss_sem_seg": 0.30739979026839137, "lr": 0.01, "mask_rcnn/accuracy": 0.8631577631052421, "mask_rcnn/false_negative": 0.10341229486204083, "mask_rcnn/false_positive": 0.1592979491184201, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 34.25, "time": 0.7892547650262713, "total_loss": 1.6542379118473036} {"data_time": 0.01511144544929266, "eta_seconds": 114736.5624973746, "iteration": 123079, "loss_fcos_cls": 0.2518341823015362, "loss_fcos_ctr": 0.6224763290956616, "loss_fcos_loc": 0.20412203948944807, "loss_mask": 0.26898543629795313, "loss_maskiou": 0.0061563411727547646, "loss_sem_seg": 0.29992217815015465, "lr": 0.01, "mask_rcnn/accuracy": 0.890938183309038, "mask_rcnn/false_negative": 0.08044389016061088, "mask_rcnn/false_positive": 0.14952148187705072, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.8009183835238218, "total_loss": 1.647353677530191} {"data_time": 0.014401592314243317, "eta_seconds": 114756.62267151196, "iteration": 123099, "loss_fcos_cls": 0.26843968965113163, "loss_fcos_ctr": 0.6214055633172393, "loss_fcos_loc": 0.20400441263336688, "loss_mask": 0.27766633965075016, "loss_maskiou": 0.0058851211360888556, "loss_sem_seg": 0.29094502539373934, "lr": 0.01, "mask_rcnn/accuracy": 0.8786973808324741, "mask_rcnn/false_negative": 0.09677000950149653, "mask_rcnn/false_positive": 0.15347169674219074, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 36.75, "time": 0.7917766300961375, "total_loss": 1.6622877860536391} {"data_time": 0.015634185634553432, "eta_seconds": 114765.71897335257, "iteration": 123119, "loss_fcos_cls": 0.26635677902959287, "loss_fcos_ctr": 0.6235090391710401, "loss_fcos_loc": 0.2037412680219859, "loss_mask": 0.2693143514916301, "loss_maskiou": 0.00587424254626967, "loss_sem_seg": 0.3144565636757761, "lr": 0.01, "mask_rcnn/accuracy": 0.8713897196809759, "mask_rcnn/false_negative": 0.09603872939672045, "mask_rcnn/false_positive": 0.16509760671901538, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.75, "time": 0.7944867247715592, "total_loss": 1.679284730758809} {"data_time": 0.017013990320265293, "eta_seconds": 114761.56106724683, "iteration": 123139, "loss_fcos_cls": 0.26457400899380445, "loss_fcos_ctr": 0.6221761899068952, "loss_fcos_loc": 0.2034427160397172, "loss_mask": 0.264234765432775, "loss_maskiou": 0.005650976992910728, "loss_sem_seg": 0.284959829878062, "lr": 0.01, "mask_rcnn/accuracy": 0.8846654402501741, "mask_rcnn/false_negative": 0.09399548817194038, "mask_rcnn/false_positive": 0.12703438592471383, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7999623920768499, "total_loss": 1.6583357830677414} {"data_time": 0.017865589819848537, "eta_seconds": 114757.42410645168, "iteration": 123159, "loss_fcos_cls": 0.26399748935364187, "loss_fcos_ctr": 0.6230834955349565, "loss_fcos_loc": 0.20838134735822678, "loss_mask": 0.27997611183673143, "loss_maskiou": 0.0065119076607516035, "loss_sem_seg": 0.30618543084710836, "lr": 0.01, "mask_rcnn/accuracy": 0.8769317658570277, "mask_rcnn/false_negative": 0.10779247978435916, "mask_rcnn/false_positive": 0.16920050699570932, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 31.0, "time": 0.7853159764781594, "total_loss": 1.6833728607016383} {"data_time": 0.015967371873557568, "eta_seconds": 114741.79394537862, "iteration": 123179, "loss_fcos_cls": 0.2792542651295662, "loss_fcos_ctr": 0.6221100157126784, "loss_fcos_loc": 0.20926805911585689, "loss_mask": 0.2861631978303194, "loss_maskiou": 0.006327674389467575, "loss_sem_seg": 0.3078560046851635, "lr": 0.01, "mask_rcnn/accuracy": 0.8817141439909297, "mask_rcnn/false_negative": 0.10012838936268059, "mask_rcnn/false_positive": 0.13327461967598808, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7650578040629625, "total_loss": 1.7224651054712012} {"data_time": 0.016346314921975136, "eta_seconds": 114690.88096340653, "iteration": 123199, "loss_fcos_cls": 0.27228819392621517, "loss_fcos_ctr": 0.6215171758085489, "loss_fcos_loc": 0.2054749266244471, "loss_mask": 0.2835256401449442, "loss_maskiou": 0.00640095082053449, "loss_sem_seg": 0.29593521263450384, "lr": 0.01, "mask_rcnn/accuracy": 0.880435456857515, "mask_rcnn/false_negative": 0.10729612297108565, "mask_rcnn/false_positive": 0.13104326642486286, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.7680502748116851, "total_loss": 1.6866949434042908} {"data_time": 0.01600165944546461, "eta_seconds": 114693.86765009444, "iteration": 123219, "loss_fcos_cls": 0.2721571074798703, "loss_fcos_ctr": 0.622565402649343, "loss_fcos_loc": 0.20713368523865938, "loss_mask": 0.27645617723464966, "loss_maskiou": 0.006450823959312402, "loss_sem_seg": 0.2853829259984195, "lr": 0.01, "mask_rcnn/accuracy": 0.8883333124404553, "mask_rcnn/false_negative": 0.11101189278752273, "mask_rcnn/false_positive": 0.1215151467593189, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7940688030794263, "total_loss": 1.6710988086852012} {"data_time": 0.015734276734292507, "eta_seconds": 114659.63025504258, "iteration": 123239, "loss_fcos_cls": 0.27082374482415617, "loss_fcos_ctr": 0.6190663790330291, "loss_fcos_loc": 0.19350692036096007, "loss_mask": 0.2657716851681471, "loss_maskiou": 0.006065077963285148, "loss_sem_seg": 0.32474530418403447, "lr": 0.01, "mask_rcnn/accuracy": 0.8846592547837848, "mask_rcnn/false_negative": 0.10048032722891592, "mask_rcnn/false_positive": 0.13331173511848604, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7814691318199039, "total_loss": 1.71108463920973} {"data_time": 0.018216777592897415, "eta_seconds": 114683.63272069208, "iteration": 123259, "loss_fcos_cls": 0.2630415838211775, "loss_fcos_ctr": 0.619343351572752, "loss_fcos_loc": 0.19633888092357665, "loss_mask": 0.2744618421420455, "loss_maskiou": 0.006198113584105158, "loss_sem_seg": 0.3271254622377455, "lr": 0.01, "mask_rcnn/accuracy": 0.884139110587367, "mask_rcnn/false_negative": 0.0899528125170554, "mask_rcnn/false_positive": 0.13591699414422687, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7875800495967269, "total_loss": 1.6974305734765949} {"data_time": 0.015666671097278595, "eta_seconds": 114683.05937824398, "iteration": 123279, "loss_fcos_cls": 0.2681551824789494, "loss_fcos_ctr": 0.6205773875117302, "loss_fcos_loc": 0.1996991722844541, "loss_mask": 0.2659142930060625, "loss_maskiou": 0.005706196563551202, "loss_sem_seg": 0.31051442469470203, "lr": 0.01, "mask_rcnn/accuracy": 0.8985701423426513, "mask_rcnn/false_negative": 0.0996259022787728, "mask_rcnn/false_positive": 0.13711130798849563, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7815292933955789, "total_loss": 1.6833973203756614} {"data_time": 0.017131744883954525, "eta_seconds": 114681.45423033088, "iteration": 123299, "loss_fcos_cls": 0.26526849722722545, "loss_fcos_ctr": 0.6217284477315843, "loss_fcos_loc": 0.2076496824156493, "loss_mask": 0.2724793190136552, "loss_maskiou": 0.006106702865508851, "loss_sem_seg": 0.2880796690005809, "lr": 0.01, "mask_rcnn/accuracy": 0.8799785684622686, "mask_rcnn/false_negative": 0.09667317182643662, "mask_rcnn/false_positive": 0.12720385462681053, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7874597543850541, "total_loss": 1.6837511600206199} {"data_time": 0.015191933140158653, "eta_seconds": 114665.81951015443, "iteration": 123319, "loss_fcos_cls": 0.25737709447275847, "loss_fcos_ctr": 0.6205012118443847, "loss_fcos_loc": 0.19473662949167192, "loss_mask": 0.2720346776768565, "loss_maskiou": 0.0060352395521476865, "loss_sem_seg": 0.29764683172106743, "lr": 0.01, "mask_rcnn/accuracy": 0.8752393281406379, "mask_rcnn/false_negative": 0.110185831479749, "mask_rcnn/false_positive": 0.1528265556199709, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 39.25, "time": 0.7730317981913686, "total_loss": 1.6520877950788417} {"data_time": 0.017116817645728588, "eta_seconds": 114610.05502988398, "iteration": 123339, "loss_fcos_cls": 0.2778885164298117, "loss_fcos_ctr": 0.6193345608189702, "loss_fcos_loc": 0.20159603946376592, "loss_mask": 0.2735913055948913, "loss_maskiou": 0.006606727103644516, "loss_sem_seg": 0.3274574186652899, "lr": 0.01, "mask_rcnn/accuracy": 0.884265988372093, "mask_rcnn/false_negative": 0.10263397782602536, "mask_rcnn/false_positive": 0.11791877800634651, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.75, "time": 0.7756990576162934, "total_loss": 1.7034084296465153} {"data_time": 0.015727385878562927, "eta_seconds": 114605.47894450091, "iteration": 123359, "loss_fcos_cls": 0.27265235455706716, "loss_fcos_ctr": 0.6209105886518955, "loss_fcos_loc": 0.20604443980846554, "loss_mask": 0.2772532030940056, "loss_maskiou": 0.006371684801706579, "loss_sem_seg": 0.30998399667441845, "lr": 0.01, "mask_rcnn/accuracy": 0.8779898864307628, "mask_rcnn/false_negative": 0.10949554490070892, "mask_rcnn/false_positive": 0.1560883009043576, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7825252320617437, "total_loss": 1.6816200251487317} {"data_time": 0.016316727735102177, "eta_seconds": 114604.89533943683, "iteration": 123379, "loss_fcos_cls": 0.26349766086786985, "loss_fcos_ctr": 0.6267507560551167, "loss_fcos_loc": 0.22173529240535572, "loss_mask": 0.27699857065454125, "loss_maskiou": 0.005755768033850472, "loss_sem_seg": 0.2827930087223649, "lr": 0.01, "mask_rcnn/accuracy": 0.8739659979638114, "mask_rcnn/false_negative": 0.08952039981981635, "mask_rcnn/false_positive": 0.16993454134543803, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.5, "time": 0.7824070202186704, "total_loss": 1.6813485083621345} {"data_time": 0.016041181981563568, "eta_seconds": 114614.5748974476, "iteration": 123399, "loss_fcos_cls": 0.2695240671746433, "loss_fcos_ctr": 0.6203421568498015, "loss_fcos_loc": 0.2111207476700656, "loss_mask": 0.27741847233846784, "loss_maskiou": 0.006435231771320105, "loss_sem_seg": 0.3107172455638647, "lr": 0.01, "mask_rcnn/accuracy": 0.894650329733957, "mask_rcnn/false_negative": 0.09746616394192914, "mask_rcnn/false_positive": 0.12446997494594567, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.75, "time": 0.7975782919675112, "total_loss": 1.6882809592352714} {"data_time": 0.016749060712754726, "eta_seconds": 114598.93863645382, "iteration": 123419, "loss_fcos_cls": 0.26327359955757856, "loss_fcos_ctr": 0.6200316641479731, "loss_fcos_loc": 0.19994344236329198, "loss_mask": 0.2765532643534243, "loss_maskiou": 0.006342587657854892, "loss_sem_seg": 0.2982421377673745, "lr": 0.01, "mask_rcnn/accuracy": 0.881952781112445, "mask_rcnn/false_negative": 0.10808851505324185, "mask_rcnn/false_positive": 0.13920717677687106, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7742964373901486, "total_loss": 1.6649001014593523} {"data_time": 0.016051930375397205, "eta_seconds": 114590.75776337646, "iteration": 123439, "loss_fcos_cls": 0.2797678345814347, "loss_fcos_ctr": 0.624527039937675, "loss_fcos_loc": 0.21538686752319336, "loss_mask": 0.2810037452727556, "loss_maskiou": 0.006989502100623213, "loss_sem_seg": 0.28296186914667487, "lr": 0.01, "mask_rcnn/accuracy": 0.8605456097533353, "mask_rcnn/false_negative": 0.14319938604902047, "mask_rcnn/false_positive": 0.13570807012700933, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7843799302354455, "total_loss": 1.7011238555060118} {"data_time": 0.015605399385094643, "eta_seconds": 114648.57141953241, "iteration": 123459, "loss_fcos_cls": 0.2678254769416526, "loss_fcos_ctr": 0.6217423817142844, "loss_fcos_loc": 0.20387422444764525, "loss_mask": 0.27009883895516396, "loss_maskiou": 0.005625886158668436, "loss_sem_seg": 0.2722244206815958, "lr": 0.01, "mask_rcnn/accuracy": 0.890719563687544, "mask_rcnn/false_negative": 0.08755039140605696, "mask_rcnn/false_positive": 0.1404357840998581, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.25, "time": 0.7818163558840752, "total_loss": 1.6469532127521234} {"data_time": 0.014450892806053162, "eta_seconds": 114632.92411653604, "iteration": 123479, "loss_fcos_cls": 0.277965241111815, "loss_fcos_ctr": 0.620885705575347, "loss_fcos_loc": 0.1973040634766221, "loss_mask": 0.2763967700302601, "loss_maskiou": 0.006215579283889383, "loss_sem_seg": 0.27605618350207806, "lr": 0.01, "mask_rcnn/accuracy": 0.878542439703154, "mask_rcnn/false_negative": 0.10759405988193142, "mask_rcnn/false_positive": 0.15034631949779903, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.7734161857515574, "total_loss": 1.6536737807909958} {"data_time": 0.016460332088172436, "eta_seconds": 114612.17833525967, "iteration": 123499, "loss_fcos_cls": 0.2702720705419779, "loss_fcos_ctr": 0.622256079223007, "loss_fcos_loc": 0.20476440875791013, "loss_mask": 0.28768621664494276, "loss_maskiou": 0.006159724929602817, "loss_sem_seg": 0.29099426977336407, "lr": 0.01, "mask_rcnn/accuracy": 0.8615446984835, "mask_rcnn/false_negative": 0.10621160157453963, "mask_rcnn/false_positive": 0.15766778909012813, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.0, "time": 0.778667782433331, "total_loss": 1.6941477327491157} {"data_time": 0.01927777659147978, "eta_seconds": 114596.53172829654, "iteration": 123519, "loss_fcos_cls": 0.2728273831307888, "loss_fcos_ctr": 0.6189690702594817, "loss_fcos_loc": 0.1969332558219321, "loss_mask": 0.26494062319397926, "loss_maskiou": 0.005406715186836664, "loss_sem_seg": 0.3042556834407151, "lr": 0.01, "mask_rcnn/accuracy": 0.8979181654108768, "mask_rcnn/false_negative": 0.08863587302255929, "mask_rcnn/false_positive": 0.11852681598487394, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.5, "time": 0.7932570036500692, "total_loss": 1.659922077524243} {"data_time": 0.017947416752576828, "eta_seconds": 114550.60691788606, "iteration": 123539, "loss_fcos_cls": 0.27259143092669547, "loss_fcos_ctr": 0.6244504982605577, "loss_fcos_loc": 0.2106964549748227, "loss_mask": 0.27764028403908014, "loss_maskiou": 0.0062061367789283395, "loss_sem_seg": 0.3336009066551924, "lr": 0.01, "mask_rcnn/accuracy": 0.8876037973874995, "mask_rcnn/false_negative": 0.09894881674115438, "mask_rcnn/false_positive": 0.15708794365006293, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7805213592946529, "total_loss": 1.7331667649559677} {"data_time": 0.015380882658064365, "eta_seconds": 114565.23851437028, "iteration": 123559, "loss_fcos_cls": 0.2636413862928748, "loss_fcos_ctr": 0.6214436497539282, "loss_fcos_loc": 0.19765334320254624, "loss_mask": 0.27653246000409126, "loss_maskiou": 0.005880991986487061, "loss_sem_seg": 0.29804509336827323, "lr": 0.01, "mask_rcnn/accuracy": 0.862987721010063, "mask_rcnn/false_negative": 0.11575397956316152, "mask_rcnn/false_positive": 0.13368035734646727, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.779065209440887, "total_loss": 1.6403751991092577} {"data_time": 0.01680000126361847, "eta_seconds": 114549.59190740716, "iteration": 123579, "loss_fcos_cls": 0.2717827388551086, "loss_fcos_ctr": 0.6212070863693953, "loss_fcos_loc": 0.21584817685652524, "loss_mask": 0.2916722083464265, "loss_maskiou": 0.006821571325417608, "loss_sem_seg": 0.2696395656093955, "lr": 0.01, "mask_rcnn/accuracy": 0.8673411672361252, "mask_rcnn/false_negative": 0.11597005093982167, "mask_rcnn/false_positive": 0.13915397981641586, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7801522631198168, "total_loss": 1.724129319016356} {"data_time": 0.017671956680715084, "eta_seconds": 114459.03309377842, "iteration": 123599, "loss_fcos_cls": 0.2690745098516345, "loss_fcos_ctr": 0.6192080033943057, "loss_fcos_loc": 0.20412605768069625, "loss_mask": 0.28069696808233857, "loss_maskiou": 0.005783868182334118, "loss_sem_seg": 0.2795355678535998, "lr": 0.01, "mask_rcnn/accuracy": 0.8969626913265306, "mask_rcnn/false_negative": 0.08311196756007612, "mask_rcnn/false_positive": 0.11110700992184488, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7703831233084202, "total_loss": 1.6549469716119347} {"data_time": 0.015352691523730755, "eta_seconds": 114456.66729032341, "iteration": 123619, "loss_fcos_cls": 0.2678237985819578, "loss_fcos_ctr": 0.6192744085565209, "loss_fcos_loc": 0.19847940374165773, "loss_mask": 0.2805030597373843, "loss_maskiou": 0.006545679731061682, "loss_sem_seg": 0.27130172005854547, "lr": 0.01, "mask_rcnn/accuracy": 0.8672789115646258, "mask_rcnn/false_negative": 0.11799043030353978, "mask_rcnn/false_positive": 0.15514410253864866, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.25, "time": 0.7847394486889243, "total_loss": 1.6353623866307316} {"data_time": 0.016146782785654068, "eta_seconds": 114402.01274691056, "iteration": 123639, "loss_fcos_cls": 0.2723418949171901, "loss_fcos_ctr": 0.624455124605447, "loss_fcos_loc": 0.21081862808205187, "loss_mask": 0.2787116263061762, "loss_maskiou": 0.005992207432427676, "loss_sem_seg": 0.2816093878354877, "lr": 0.01, "mask_rcnn/accuracy": 0.9023038903061225, "mask_rcnn/false_negative": 0.07161735854953225, "mask_rcnn/false_positive": 0.14178758509235873, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7658099392428994, "total_loss": 1.6715571292297682} {"data_time": 0.016967144794762135, "eta_seconds": 114404.43159230892, "iteration": 123659, "loss_fcos_cls": 0.2696698585059494, "loss_fcos_ctr": 0.6222138786688447, "loss_fcos_loc": 0.21180578123312443, "loss_mask": 0.2731590513139963, "loss_maskiou": 0.00529029946483206, "loss_sem_seg": 0.28618260007351637, "lr": 0.01, "mask_rcnn/accuracy": 0.863955089492626, "mask_rcnn/false_negative": 0.10916366617077161, "mask_rcnn/false_positive": 0.16463740582075898, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.5, "time": 0.7790956431999803, "total_loss": 1.6968200429691933} {"data_time": 0.015060480684041977, "eta_seconds": 114388.79627047945, "iteration": 123679, "loss_fcos_cls": 0.27389471884816885, "loss_fcos_ctr": 0.6185029055923223, "loss_fcos_loc": 0.19621803611516953, "loss_mask": 0.272035158239305, "loss_maskiou": 0.0055988343301578425, "loss_sem_seg": 0.3285619057714939, "lr": 0.01, "mask_rcnn/accuracy": 0.8719241786576382, "mask_rcnn/false_negative": 0.09417484396065032, "mask_rcnn/false_positive": 0.13077869712736884, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7749111615121365, "total_loss": 1.7253525166743202} {"data_time": 0.016467262990772724, "eta_seconds": 114365.36153015401, "iteration": 123699, "loss_fcos_cls": 0.2726755978073925, "loss_fcos_ctr": 0.6213839561678469, "loss_fcos_loc": 0.1972384786931798, "loss_mask": 0.288825199007988, "loss_maskiou": 0.006026380448020063, "loss_sem_seg": 0.33806148124858737, "lr": 0.01, "mask_rcnn/accuracy": 0.8799434669889656, "mask_rcnn/false_negative": 0.08804425688256134, "mask_rcnn/false_positive": 0.1660820881142968, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7740133758634329, "total_loss": 1.7331861801067134} {"data_time": 0.016536896117031574, "eta_seconds": 114357.52562682051, "iteration": 123719, "loss_fcos_cls": 0.2712764214957133, "loss_fcos_ctr": 0.6216233242303133, "loss_fcos_loc": 0.209767684340477, "loss_mask": 0.28426045924425125, "loss_maskiou": 0.006906134352902882, "loss_sem_seg": 0.3136787209659815, "lr": 0.01, "mask_rcnn/accuracy": 0.8811830632037297, "mask_rcnn/false_negative": 0.10524470186248805, "mask_rcnn/false_positive": 0.1278650438122651, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.5, "time": 0.7897919025272131, "total_loss": 1.7402564801304834} {"data_time": 0.015206942334771156, "eta_seconds": 114429.93648771197, "iteration": 123739, "loss_fcos_cls": 0.27247741911560297, "loss_fcos_ctr": 0.6243790630251169, "loss_fcos_loc": 0.2143927349243313, "loss_mask": 0.2946825586259365, "loss_maskiou": 0.006714911447488703, "loss_sem_seg": 0.3167444095015526, "lr": 0.01, "mask_rcnn/accuracy": 0.8471704386882959, "mask_rcnn/false_negative": 0.08538602013784272, "mask_rcnn/false_positive": 0.1782176130770543, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.8148292349651456, "total_loss": 1.7510408131638542} {"data_time": 0.015542514622211456, "eta_seconds": 114414.28912628442, "iteration": 123759, "loss_fcos_cls": 0.26137447904329747, "loss_fcos_ctr": 0.621508801355958, "loss_fcos_loc": 0.20364285708637908, "loss_mask": 0.27368457335978746, "loss_maskiou": 0.006296511688560713, "loss_sem_seg": 0.30171910382341594, "lr": 0.01, "mask_rcnn/accuracy": 0.9219616692830979, "mask_rcnn/false_negative": 0.0683397128049093, "mask_rcnn/false_positive": 0.10068948666757258, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7814818378537893, "total_loss": 1.6612769347484573} {"data_time": 0.016593940556049347, "eta_seconds": 114406.01789596025, "iteration": 123779, "loss_fcos_cls": 0.26978402014356107, "loss_fcos_ctr": 0.6206016587093472, "loss_fcos_loc": 0.20600957632996142, "loss_mask": 0.27743205428123474, "loss_maskiou": 0.00627903631539084, "loss_sem_seg": 0.2816828964278102, "lr": 0.01, "mask_rcnn/accuracy": 0.885690059042485, "mask_rcnn/false_negative": 0.09225378558866808, "mask_rcnn/false_positive": 0.12888213347953292, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7785812886431813, "total_loss": 1.6727697436872404} {"data_time": 0.018142255023121834, "eta_seconds": 114390.36952563096, "iteration": 123799, "loss_fcos_cls": 0.24433682579547167, "loss_fcos_ctr": 0.6203847322613001, "loss_fcos_loc": 0.1990053062327206, "loss_mask": 0.2670254805125296, "loss_maskiou": 0.005417305954324547, "loss_sem_seg": 0.2848818092606962, "lr": 0.01, "mask_rcnn/accuracy": 0.8982053437813482, "mask_rcnn/false_negative": 0.0886287012205264, "mask_rcnn/false_positive": 0.1310298471535417, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.75, "time": 0.7791032278910279, "total_loss": 1.6220518283298588} {"data_time": 0.01690166722983122, "eta_seconds": 114331.6123054158, "iteration": 123819, "loss_fcos_cls": 0.25406355666927993, "loss_fcos_ctr": 0.6200981382280588, "loss_fcos_loc": 0.19351506978273392, "loss_mask": 0.27288905438035727, "loss_maskiou": 0.005957640663837083, "loss_sem_seg": 0.3294139690697193, "lr": 0.01, "mask_rcnn/accuracy": 0.8924529976825895, "mask_rcnn/false_negative": 0.08643767569707467, "mask_rcnn/false_positive": 0.14038577124770307, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.5, "time": 0.784864803776145, "total_loss": 1.6822990769287571} {"data_time": 0.015181737020611763, "eta_seconds": 114351.27266260143, "iteration": 123839, "loss_fcos_cls": 0.27663680212572217, "loss_fcos_ctr": 0.6203190051019192, "loss_fcos_loc": 0.2072490484570153, "loss_mask": 0.27766614872962236, "loss_maskiou": 0.005931384470386547, "loss_sem_seg": 0.30223112704697996, "lr": 0.01, "mask_rcnn/accuracy": 0.8836790150842946, "mask_rcnn/false_negative": 0.11148484932088244, "mask_rcnn/false_positive": 0.12837711771224894, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.8035014402121305, "total_loss": 1.7224762501718942} {"data_time": 0.016474912874400616, "eta_seconds": 114330.53940992337, "iteration": 123859, "loss_fcos_cls": 0.26535886665806174, "loss_fcos_ctr": 0.6209378419443965, "loss_fcos_loc": 0.20659963367506862, "loss_mask": 0.26736433012411, "loss_maskiou": 0.006160518052638508, "loss_sem_seg": 0.33449755143374205, "lr": 0.01, "mask_rcnn/accuracy": 0.8568537414965987, "mask_rcnn/false_negative": 0.12585136008176628, "mask_rcnn/false_positive": 0.15129555117897403, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7688952926546335, "total_loss": 1.7104330939328065} {"data_time": 0.01676464080810547, "eta_seconds": 114341.59433110245, "iteration": 123879, "loss_fcos_cls": 0.25974339828826487, "loss_fcos_ctr": 0.620527951978147, "loss_fcos_loc": 0.20092463993933052, "loss_mask": 0.2924537714570761, "loss_maskiou": 0.006465259226388298, "loss_sem_seg": 0.28349449182860553, "lr": 0.01, "mask_rcnn/accuracy": 0.8770906469134508, "mask_rcnn/false_negative": 0.09631858674388438, "mask_rcnn/false_positive": 0.14006475065478424, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.75, "time": 0.7893636552616954, "total_loss": 1.6600316272233613} {"data_time": 0.018794603645801544, "eta_seconds": 114312.1276739845, "iteration": 123899, "loss_fcos_cls": 0.26381776109337807, "loss_fcos_ctr": 0.6246000025421381, "loss_fcos_loc": 0.2047788707423024, "loss_mask": 0.2699671685695648, "loss_maskiou": 0.006208532387972809, "loss_sem_seg": 0.26406186632812023, "lr": 0.01, "mask_rcnn/accuracy": 0.8909373098091414, "mask_rcnn/false_negative": 0.09785587310616978, "mask_rcnn/false_positive": 0.13937512160217058, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.0, "time": 0.7896851161494851, "total_loss": 1.6569666053255787} {"data_time": 0.016673198901116848, "eta_seconds": 114310.29380774684, "iteration": 123919, "loss_fcos_cls": 0.26668602880090475, "loss_fcos_ctr": 0.6222945931367576, "loss_fcos_loc": 0.2058990236837417, "loss_mask": 0.28884305711835623, "loss_maskiou": 0.00645056288340129, "loss_sem_seg": 0.28972125239670277, "lr": 0.01, "mask_rcnn/accuracy": 0.8803030068302624, "mask_rcnn/false_negative": 0.10481648503533446, "mask_rcnn/false_positive": 0.14516001404202072, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7899544984102249, "total_loss": 1.681011861503066} {"data_time": 0.016175846569240093, "eta_seconds": 114331.88390947133, "iteration": 123939, "loss_fcos_cls": 0.2669409206137061, "loss_fcos_ctr": 0.6200258666649461, "loss_fcos_loc": 0.20045819622464478, "loss_mask": 0.2723626671358943, "loss_maskiou": 0.0058778576931217685, "loss_sem_seg": 0.3011683817021549, "lr": 0.01, "mask_rcnn/accuracy": 0.8802630405308977, "mask_rcnn/false_negative": 0.10577659049777532, "mask_rcnn/false_positive": 0.14522909262155032, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7980466671288013, "total_loss": 1.6691206145333126} {"data_time": 0.015557294711470604, "eta_seconds": 114294.57813692372, "iteration": 123959, "loss_fcos_cls": 0.2610290184384212, "loss_fcos_ctr": 0.6208616755902767, "loss_fcos_loc": 0.2081270198104903, "loss_mask": 0.2842749394476414, "loss_maskiou": 0.0066683026125247125, "loss_sem_seg": 0.3071401356719434, "lr": 0.01, "mask_rcnn/accuracy": 0.8735197203881553, "mask_rcnn/false_negative": 0.10565799609435692, "mask_rcnn/false_positive": 0.14463238995721334, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7769243838265538, "total_loss": 1.6745020267881046} {"data_time": 0.01493810210376978, "eta_seconds": 114300.57318753749, "iteration": 123979, "loss_fcos_cls": 0.26571296784095466, "loss_fcos_ctr": 0.6210569306276739, "loss_fcos_loc": 0.2073343014344573, "loss_mask": 0.2786895325407386, "loss_maskiou": 0.005585369290201925, "loss_sem_seg": 0.33655480947345495, "lr": 0.01, "mask_rcnn/accuracy": 0.8796856778425656, "mask_rcnn/false_negative": 0.0907829512342307, "mask_rcnn/false_positive": 0.14094593166724517, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.785751648247242, "total_loss": 1.6940280257695122} {"data_time": 0.017299406230449677, "eta_seconds": 114263.27334494423, "iteration": 123999, "loss_fcos_cls": 0.2633114904165268, "loss_fcos_ctr": 0.6209923205897212, "loss_fcos_loc": 0.21562527818605304, "loss_mask": 0.2771694092079997, "loss_maskiou": 0.006679978963802569, "loss_sem_seg": 0.2897595027461648, "lr": 0.01, "mask_rcnn/accuracy": 0.8885422261009667, "mask_rcnn/false_negative": 0.10142798871527312, "mask_rcnn/false_positive": 0.15704874703271654, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7681101132184267, "total_loss": 1.68767859422951} {"data_time": 0.015133297070860863, "eta_seconds": 114232.04249935783, "iteration": 124019, "loss_fcos_cls": 0.27179259061813354, "loss_fcos_ctr": 0.6220965259708464, "loss_fcos_loc": 0.2088923886185512, "loss_mask": 0.27375371009111404, "loss_maskiou": 0.005932911313720979, "loss_sem_seg": 0.3304083193652332, "lr": 0.01, "mask_rcnn/accuracy": 0.8730306274862447, "mask_rcnn/false_negative": 0.09418676688980668, "mask_rcnn/false_positive": 0.15231820835969567, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7772725122049451, "total_loss": 1.696364772878951} {"data_time": 0.015688168816268444, "eta_seconds": 114246.84452198818, "iteration": 124039, "loss_fcos_cls": 0.2619969176594168, "loss_fcos_ctr": 0.6189334131777287, "loss_fcos_loc": 0.19823249231558293, "loss_mask": 0.28990440908819437, "loss_maskiou": 0.006450810658861883, "loss_sem_seg": 0.29453243711031973, "lr": 0.01, "mask_rcnn/accuracy": 0.8770338229399779, "mask_rcnn/false_negative": 0.10957663884515392, "mask_rcnn/false_positive": 0.13263151346030302, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7798559572547674, "total_loss": 1.6971642564458307} {"data_time": 0.016906054690480232, "eta_seconds": 114179.1523296414, "iteration": 124059, "loss_fcos_cls": 0.27600012393668294, "loss_fcos_ctr": 0.6210045935586095, "loss_fcos_loc": 0.20083150209393352, "loss_mask": 0.27268838975578547, "loss_maskiou": 0.006025767608662136, "loss_sem_seg": 0.30133651616051793, "lr": 0.01, "mask_rcnn/accuracy": 0.8618101320389266, "mask_rcnn/false_negative": 0.11099020584887115, "mask_rcnn/false_positive": 0.15591971736329013, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7626242199912667, "total_loss": 1.6782642472098814} {"data_time": 0.017450041137635708, "eta_seconds": 114126.8413742613, "iteration": 124079, "loss_fcos_cls": 0.2677497626282275, "loss_fcos_ctr": 0.6222323765978217, "loss_fcos_loc": 0.20138931716792285, "loss_mask": 0.28956400975584984, "loss_maskiou": 0.005933454376645386, "loss_sem_seg": 0.30222592363134027, "lr": 0.01, "mask_rcnn/accuracy": 0.8694511269697753, "mask_rcnn/false_negative": 0.10179294371589875, "mask_rcnn/false_positive": 0.14695536870629247, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7872616276144981, "total_loss": 1.6963395651910105} {"data_time": 0.015917059034109116, "eta_seconds": 114066.59089327697, "iteration": 124099, "loss_fcos_cls": 0.27231220062822104, "loss_fcos_ctr": 0.619722202885896, "loss_fcos_loc": 0.20765337068587542, "loss_mask": 0.2889824276790023, "loss_maskiou": 0.006127715110778809, "loss_sem_seg": 0.2993917390704155, "lr": 0.01, "mask_rcnn/accuracy": 0.8608120220605973, "mask_rcnn/false_negative": 0.09857386693142774, "mask_rcnn/false_positive": 0.17426793082860054, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7770339297130704, "total_loss": 1.684030816591985} {"data_time": 0.016346318647265434, "eta_seconds": 114037.04216225725, "iteration": 124119, "loss_fcos_cls": 0.2673892718157731, "loss_fcos_ctr": 0.6247335989028215, "loss_fcos_loc": 0.2141483211889863, "loss_mask": 0.2841121358796954, "loss_maskiou": 0.005661661605699919, "loss_sem_seg": 0.2770166895352304, "lr": 0.01, "mask_rcnn/accuracy": 0.8526298430024075, "mask_rcnn/false_negative": 0.09387541768743271, "mask_rcnn/false_positive": 0.2055261300674931, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7754209572449327, "total_loss": 1.6757638639683137} {"data_time": 0.015364166349172592, "eta_seconds": 113966.27019492537, "iteration": 124139, "loss_fcos_cls": 0.28214446967467666, "loss_fcos_ctr": 0.6269398108124733, "loss_fcos_loc": 0.21727804653346539, "loss_mask": 0.2797691849991679, "loss_maskiou": 0.006818302805186249, "loss_sem_seg": 0.3333610435947776, "lr": 0.01, "mask_rcnn/accuracy": 0.8755481187320289, "mask_rcnn/false_negative": 0.09540733191030484, "mask_rcnn/false_positive": 0.16131189651846778, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7738859402015805, "total_loss": 1.7287117897940334} {"data_time": 0.015153882093727589, "eta_seconds": 113932.18610242475, "iteration": 124159, "loss_fcos_cls": 0.26651513087563217, "loss_fcos_ctr": 0.6218129158951342, "loss_fcos_loc": 0.20868570974562317, "loss_mask": 0.2800490912050009, "loss_maskiou": 0.006031367134710308, "loss_sem_seg": 0.318323312792927, "lr": 0.01, "mask_rcnn/accuracy": 0.8729103000924983, "mask_rcnn/false_negative": 0.11827491160038425, "mask_rcnn/false_positive": 0.14208279798436096, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7800528043881059, "total_loss": 1.7195158051290491} {"data_time": 0.01692529395222664, "eta_seconds": 113986.95147623587, "iteration": 124179, "loss_fcos_cls": 0.25929855508729815, "loss_fcos_ctr": 0.6231248890981078, "loss_fcos_loc": 0.21488447324372828, "loss_mask": 0.2856720481067896, "loss_maskiou": 0.006037811988790054, "loss_sem_seg": 0.2787316613830626, "lr": 0.01, "mask_rcnn/accuracy": 0.8798497894480037, "mask_rcnn/false_negative": 0.11017106909327246, "mask_rcnn/false_positive": 0.14076963142038468, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7808054704219103, "total_loss": 1.659299913484574} {"data_time": 0.01729907374829054, "eta_seconds": 113978.64395080786, "iteration": 124199, "loss_fcos_cls": 0.268917610286735, "loss_fcos_ctr": 0.6218214365653694, "loss_fcos_loc": 0.21471155621111393, "loss_mask": 0.280116381123662, "loss_maskiou": 0.006512492043839302, "loss_sem_seg": 0.30002604296896607, "lr": 0.01, "mask_rcnn/accuracy": 0.8890321527161589, "mask_rcnn/false_negative": 0.09890880337624275, "mask_rcnn/false_positive": 0.13078988649856865, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7794485930353403, "total_loss": 1.6862581316272554} {"data_time": 0.015473959036171436, "eta_seconds": 113958.87088418659, "iteration": 124219, "loss_fcos_cls": 0.25928232353180647, "loss_fcos_ctr": 0.6213162397034466, "loss_fcos_loc": 0.20138183422386646, "loss_mask": 0.2820675801485777, "loss_maskiou": 0.006130315727205016, "loss_sem_seg": 0.3042807839810848, "lr": 0.01, "mask_rcnn/accuracy": 0.8667162698412698, "mask_rcnn/false_negative": 0.11553029913345017, "mask_rcnn/false_positive": 0.14985831585523673, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7792342333123088, "total_loss": 1.7081940379939624} {"data_time": 0.01727714203298092, "eta_seconds": 113869.68944587279, "iteration": 124239, "loss_fcos_cls": 0.27271714666858315, "loss_fcos_ctr": 0.6219897773116827, "loss_fcos_loc": 0.2094667844939977, "loss_mask": 0.2823827061802149, "loss_maskiou": 0.0059353666147217155, "loss_sem_seg": 0.33606386254541576, "lr": 0.01, "mask_rcnn/accuracy": 0.8883112396744413, "mask_rcnn/false_negative": 0.09532097192299413, "mask_rcnn/false_positive": 0.13861925715214424, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.75, "time": 0.7653443794697523, "total_loss": 1.739403191008023} {"data_time": 0.01597566995769739, "eta_seconds": 113841.62952658255, "iteration": 124259, "loss_fcos_cls": 0.2850804280024022, "loss_fcos_ctr": 0.6238815397955477, "loss_fcos_loc": 0.2185890842229128, "loss_mask": 0.2954195747151971, "loss_maskiou": 0.006597430932743009, "loss_sem_seg": 0.32858504401519895, "lr": 0.01, "mask_rcnn/accuracy": 0.8637279245499041, "mask_rcnn/false_negative": 0.10243166042075591, "mask_rcnn/false_positive": 0.17679674500159273, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7820490235462785, "total_loss": 1.7573516120610293} {"data_time": 0.017702327109873295, "eta_seconds": 113817.81039542332, "iteration": 124279, "loss_fcos_cls": 0.2694680823478848, "loss_fcos_ctr": 0.6183202425017953, "loss_fcos_loc": 0.1985683753155172, "loss_mask": 0.2794741401448846, "loss_maskiou": 0.006048913244740106, "loss_sem_seg": 0.31964055448770523, "lr": 0.01, "mask_rcnn/accuracy": 0.8593402922393447, "mask_rcnn/false_negative": 0.11133747398704713, "mask_rcnn/false_positive": 0.17005789515250289, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.75, "time": 0.7746694358065724, "total_loss": 1.6574221939517884} {"data_time": 0.01495126448571682, "eta_seconds": 113754.37583853398, "iteration": 124299, "loss_fcos_cls": 0.2537691812030971, "loss_fcos_ctr": 0.6170848775655031, "loss_fcos_loc": 0.18479907070286572, "loss_mask": 0.26091431453824043, "loss_maskiou": 0.006403601175406948, "loss_sem_seg": 0.27521605836227536, "lr": 0.01, "mask_rcnn/accuracy": 0.8886771617444396, "mask_rcnn/false_negative": 0.08213126153262883, "mask_rcnn/false_positive": 0.13157356563396344, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.776577259413898, "total_loss": 1.5954046030456084} {"data_time": 0.016815357841551304, "eta_seconds": 113774.61779481824, "iteration": 124319, "loss_fcos_cls": 0.26230732444673777, "loss_fcos_ctr": 0.6206263974308968, "loss_fcos_loc": 0.1988596715964377, "loss_mask": 0.27339668571949005, "loss_maskiou": 0.005767736183770467, "loss_sem_seg": 0.34712817519903183, "lr": 0.01, "mask_rcnn/accuracy": 0.8781733707975944, "mask_rcnn/false_negative": 0.10558965773901735, "mask_rcnn/false_positive": 0.13391453506982276, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 36.0, "time": 0.7791587244719267, "total_loss": 1.704587011008698} {"data_time": 0.01654143165796995, "eta_seconds": 113826.50311304722, "iteration": 124339, "loss_fcos_cls": 0.25805856729857624, "loss_fcos_ctr": 0.6189515269361436, "loss_fcos_loc": 0.1992757129482925, "loss_mask": 0.2813309505581856, "loss_maskiou": 0.006295128710917197, "loss_sem_seg": 0.3181903387885541, "lr": 0.01, "mask_rcnn/accuracy": 0.8890358486877474, "mask_rcnn/false_negative": 0.1121031108751254, "mask_rcnn/false_positive": 0.08831737240875351, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.75, "time": 0.7904126197099686, "total_loss": 1.6875782503120718} {"data_time": 0.016642646864056587, "eta_seconds": 113810.87415222544, "iteration": 124359, "loss_fcos_cls": 0.2654617556836456, "loss_fcos_ctr": 0.6205074079334736, "loss_fcos_loc": 0.2049804914277047, "loss_mask": 0.2820079904049635, "loss_maskiou": 0.006316174993116874, "loss_sem_seg": 0.3073868043720722, "lr": 0.01, "mask_rcnn/accuracy": 0.8715844671201814, "mask_rcnn/false_negative": 0.10067555208993807, "mask_rcnn/false_positive": 0.14731151841846912, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.7877631364390254, "total_loss": 1.730459710874129} {"data_time": 0.01750995870679617, "eta_seconds": 113760.32029690687, "iteration": 124379, "loss_fcos_cls": 0.2763833161443472, "loss_fcos_ctr": 0.6229692567139864, "loss_fcos_loc": 0.21228520723525435, "loss_mask": 0.28497237898409367, "loss_maskiou": 0.006489689400041243, "loss_sem_seg": 0.32134349178522825, "lr": 0.01, "mask_rcnn/accuracy": 0.8728931082666984, "mask_rcnn/false_negative": 0.10051160340202839, "mask_rcnn/false_positive": 0.17581539478027408, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7764851870015264, "total_loss": 1.7275732271336892} {"data_time": 0.016701859422028065, "eta_seconds": 113641.08099398203, "iteration": 124399, "loss_fcos_cls": 0.27202703210059553, "loss_fcos_ctr": 0.6247821468859911, "loss_fcos_loc": 0.20643494126852602, "loss_mask": 0.2869412722066045, "loss_maskiou": 0.006928107111889403, "loss_sem_seg": 0.29068893496878445, "lr": 0.01, "mask_rcnn/accuracy": 0.880850957366738, "mask_rcnn/false_negative": 0.09953520532384325, "mask_rcnn/false_positive": 0.14235016836585346, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.768755966797471, "total_loss": 1.6742673637490952} {"data_time": 0.017780961468815804, "eta_seconds": 113673.04302480072, "iteration": 124419, "loss_fcos_cls": 0.26171967171831056, "loss_fcos_ctr": 0.6213058619759977, "loss_fcos_loc": 0.20405703294090927, "loss_mask": 0.27797334315255284, "loss_maskiou": 0.006124474675743841, "loss_sem_seg": 0.3208487438969314, "lr": 0.01, "mask_rcnn/accuracy": 0.878935860058309, "mask_rcnn/false_negative": 0.10414861952382656, "mask_rcnn/false_positive": 0.14331565863695894, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.7838530279695988, "total_loss": 1.7119370216096286} {"data_time": 0.0168045898899436, "eta_seconds": 113657.42655795068, "iteration": 124439, "loss_fcos_cls": 0.2611821349710226, "loss_fcos_ctr": 0.6248777816072106, "loss_fcos_loc": 0.20467025483958423, "loss_mask": 0.2802468817681074, "loss_maskiou": 0.0063180780271068215, "loss_sem_seg": 0.28795937611721456, "lr": 0.01, "mask_rcnn/accuracy": 0.8748997813411079, "mask_rcnn/false_negative": 0.09329322974360985, "mask_rcnn/false_positive": 0.1483853045991254, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7870450988411903, "total_loss": 1.659888735768618} {"data_time": 0.016116831451654434, "eta_seconds": 113662.9390777098, "iteration": 124459, "loss_fcos_cls": 0.26837752666324377, "loss_fcos_ctr": 0.6228815475478768, "loss_fcos_loc": 0.21365525759756565, "loss_mask": 0.28182320669293404, "loss_maskiou": 0.006601197266718373, "loss_sem_seg": 0.3055601315572858, "lr": 0.01, "mask_rcnn/accuracy": 0.8706688210674469, "mask_rcnn/false_negative": 0.09873917636035634, "mask_rcnn/false_positive": 0.18285857964899505, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.5, "time": 0.7867385055869818, "total_loss": 1.7276576630683849} {"data_time": 0.015215412713587284, "eta_seconds": 113626.19362425059, "iteration": 124479, "loss_fcos_cls": 0.2555239824578166, "loss_fcos_ctr": 0.6208123564720154, "loss_fcos_loc": 0.1965011190623045, "loss_mask": 0.25651152804493904, "loss_maskiou": 0.0059797144058393314, "loss_sem_seg": 0.29147127247415483, "lr": 0.01, "mask_rcnn/accuracy": 0.8995492380410458, "mask_rcnn/false_negative": 0.08414017632757795, "mask_rcnn/false_positive": 0.1430770464422917, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.0, "time": 0.7690413957461715, "total_loss": 1.630457089166157} {"data_time": 0.016368492506444454, "eta_seconds": 113578.92389371153, "iteration": 124499, "loss_fcos_cls": 0.27315229398664087, "loss_fcos_ctr": 0.6234233416616917, "loss_fcos_loc": 0.21244399703573436, "loss_mask": 0.2655543889850378, "loss_maskiou": 0.005820783655508421, "loss_sem_seg": 0.29033267172053456, "lr": 0.01, "mask_rcnn/accuracy": 0.8749597491762093, "mask_rcnn/false_negative": 0.09068764512430741, "mask_rcnn/false_positive": 0.1705125964571979, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.0, "time": 0.7717913715168834, "total_loss": 1.6713226234933245} {"data_time": 0.015339318662881851, "eta_seconds": 113563.31177779566, "iteration": 124519, "loss_fcos_cls": 0.2785037336871028, "loss_fcos_ctr": 0.6216150391846895, "loss_fcos_loc": 0.2118023099610582, "loss_mask": 0.2779159592464566, "loss_maskiou": 0.005897319919313304, "loss_sem_seg": 0.3084659310989082, "lr": 0.01, "mask_rcnn/accuracy": 0.873262797326252, "mask_rcnn/false_negative": 0.08762472051861532, "mask_rcnn/false_positive": 0.16494348088357247, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7894780440256, "total_loss": 1.7177485497813905} {"data_time": 0.014576326124370098, "eta_seconds": 113579.34422370046, "iteration": 124539, "loss_fcos_cls": 0.2853017831221223, "loss_fcos_ctr": 0.6183590786531568, "loss_fcos_loc": 0.1981619170983322, "loss_mask": 0.2709628362208605, "loss_maskiou": 0.005972441009362228, "loss_sem_seg": 0.3132122466340661, "lr": 0.01, "mask_rcnn/accuracy": 0.8765938879470283, "mask_rcnn/false_negative": 0.11773859293592148, "mask_rcnn/false_positive": 0.1230930593361818, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7980663031339645, "total_loss": 1.6793908333711443} {"data_time": 0.015923083759844303, "eta_seconds": 113563.72775685042, "iteration": 124559, "loss_fcos_cls": 0.2669154673349112, "loss_fcos_ctr": 0.6190494913607836, "loss_fcos_loc": 0.19416021346114576, "loss_mask": 0.2506745392456651, "loss_maskiou": 0.005183038501854753, "loss_sem_seg": 0.29480296559631824, "lr": 0.01, "mask_rcnn/accuracy": 0.8673418530091462, "mask_rcnn/false_negative": 0.103026777802151, "mask_rcnn/false_positive": 0.16423943795116847, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7773047992959619, "total_loss": 1.6142590095564628} {"data_time": 0.017331783659756184, "eta_seconds": 113553.13981379289, "iteration": 124579, "loss_fcos_cls": 0.29425644082948565, "loss_fcos_ctr": 0.6219069352373481, "loss_fcos_loc": 0.2078711180947721, "loss_mask": 0.3048374932259321, "loss_maskiou": 0.007480075015337206, "loss_sem_seg": 0.30500168330036104, "lr": 0.01, "mask_rcnn/accuracy": 0.8639685552077221, "mask_rcnn/false_negative": 0.12328729774314263, "mask_rcnn/false_positive": 0.15609698999304106, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 36.5, "time": 0.7937150876969099, "total_loss": 1.7305919610953424} {"data_time": 0.017431428655982018, "eta_seconds": 113654.71776934247, "iteration": 124599, "loss_fcos_cls": 0.27556069009006023, "loss_fcos_ctr": 0.6267745033837855, "loss_fcos_loc": 0.21685061522293836, "loss_mask": 0.2847688803449273, "loss_maskiou": 0.006549514742800966, "loss_sem_seg": 0.2790090339258313, "lr": 0.01, "mask_rcnn/accuracy": 0.8730969551282051, "mask_rcnn/false_negative": 0.09093011218593453, "mask_rcnn/false_positive": 0.16342768213654274, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7968903332948685, "total_loss": 1.671601974630903} {"data_time": 0.015644454397261143, "eta_seconds": 113607.69766154233, "iteration": 124619, "loss_fcos_cls": 0.2641440599691123, "loss_fcos_ctr": 0.6224607666954398, "loss_fcos_loc": 0.2123027271591127, "loss_mask": 0.28536240477114916, "loss_maskiou": 0.00597714250034187, "loss_sem_seg": 0.26815595058724284, "lr": 0.01, "mask_rcnn/accuracy": 0.856087951418061, "mask_rcnn/false_negative": 0.11473871396936315, "mask_rcnn/false_positive": 0.17231589123238567, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.0, "time": 0.7862260723486543, "total_loss": 1.69481810968864} {"data_time": 0.01486350316554308, "eta_seconds": 113628.12351220474, "iteration": 124639, "loss_fcos_cls": 0.26410394039703533, "loss_fcos_ctr": 0.6213466203771532, "loss_fcos_loc": 0.2042757726740092, "loss_mask": 0.2775583378970623, "loss_maskiou": 0.006408809684216976, "loss_sem_seg": 0.29136959090828896, "lr": 0.01, "mask_rcnn/accuracy": 0.8586672741308, "mask_rcnn/false_negative": 0.09812374300288217, "mask_rcnn/false_positive": 0.18016675035792784, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.25, "time": 0.7785601001232862, "total_loss": 1.661412644898519} {"data_time": 0.016238399781286716, "eta_seconds": 113607.81793326046, "iteration": 124659, "loss_fcos_cls": 0.25117944728117436, "loss_fcos_ctr": 0.6180331436917186, "loss_fcos_loc": 0.1870842487551272, "loss_mask": 0.2838015276938677, "loss_maskiou": 0.0061062858294462785, "loss_sem_seg": 0.28979770140722394, "lr": 0.01, "mask_rcnn/accuracy": 0.8509091476264419, "mask_rcnn/false_negative": 0.10102479082826936, "mask_rcnn/false_positive": 0.18352052094973145, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7652315273880959, "total_loss": 1.6618536244204734} {"data_time": 0.017108174972236156, "eta_seconds": 113676.529672876, "iteration": 124679, "loss_fcos_cls": 0.2835655463859439, "loss_fcos_ctr": 0.6182914571836591, "loss_fcos_loc": 0.1934235394001007, "loss_mask": 0.2779360059648752, "loss_maskiou": 0.0062678648173459806, "loss_sem_seg": 0.3044001110829413, "lr": 0.01, "mask_rcnn/accuracy": 0.8673052069665075, "mask_rcnn/false_negative": 0.11022068017441364, "mask_rcnn/false_positive": 0.15508528973640368, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 25.75, "time": 0.7960067791864276, "total_loss": 1.7229206196934683} {"data_time": 0.01875483337789774, "eta_seconds": 113677.91385464836, "iteration": 124699, "loss_fcos_cls": 0.2851530259940773, "loss_fcos_ctr": 0.6221044464036822, "loss_fcos_loc": 0.20861361571587622, "loss_mask": 0.2769026989117265, "loss_maskiou": 0.006073818702134304, "loss_sem_seg": 0.30677853408269584, "lr": 0.01, "mask_rcnn/accuracy": 0.8783387975942805, "mask_rcnn/false_negative": 0.08032472849971434, "mask_rcnn/false_positive": 0.18130710480133724, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7933243121951818, "total_loss": 1.7150457351963269} {"data_time": 0.01597131695598364, "eta_seconds": 113662.26662388537, "iteration": 124719, "loss_fcos_cls": 0.2699550576508045, "loss_fcos_ctr": 0.6216776920482516, "loss_fcos_loc": 0.2025366111774929, "loss_mask": 0.2817990933544934, "loss_maskiou": 0.006012260309944395, "loss_sem_seg": 0.32051361445337534, "lr": 0.01, "mask_rcnn/accuracy": 0.865714704442383, "mask_rcnn/false_negative": 0.10552864522893214, "mask_rcnn/false_positive": 0.1681548274908903, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 27.5, "time": 0.7996408585458994, "total_loss": 1.7067537118273322} {"data_time": 0.015546474605798721, "eta_seconds": 113513.92389661167, "iteration": 124739, "loss_fcos_cls": 0.2789796725846827, "loss_fcos_ctr": 0.6218426674604416, "loss_fcos_loc": 0.20494163082912564, "loss_mask": 0.2763141756877303, "loss_maskiou": 0.0063108828326221555, "loss_sem_seg": 0.3038794780150056, "lr": 0.01, "mask_rcnn/accuracy": 0.8725462472724939, "mask_rcnn/false_negative": 0.11043206909341956, "mask_rcnn/false_positive": 0.13262812313997258, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7773752985522151, "total_loss": 1.6965820096520474} {"data_time": 0.016397167928516865, "eta_seconds": 113498.29493578989, "iteration": 124759, "loss_fcos_cls": 0.257534297183156, "loss_fcos_ctr": 0.620578640140593, "loss_fcos_loc": 0.2107092565856874, "loss_mask": 0.2755473153665662, "loss_maskiou": 0.005934383079875261, "loss_sem_seg": 0.32736113481223583, "lr": 0.01, "mask_rcnn/accuracy": 0.8975668676561533, "mask_rcnn/false_negative": 0.08446962454234566, "mask_rcnn/false_positive": 0.12799070403021473, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.75, "time": 0.7798973945900798, "total_loss": 1.693204775590857} {"data_time": 0.016272444278001785, "eta_seconds": 113534.48839043453, "iteration": 124779, "loss_fcos_cls": 0.26389832189306617, "loss_fcos_ctr": 0.6189158651977777, "loss_fcos_loc": 0.2030855354387313, "loss_mask": 0.27749157696962357, "loss_maskiou": 0.006199171752086841, "loss_sem_seg": 0.3457337273284793, "lr": 0.01, "mask_rcnn/accuracy": 0.8812489740317507, "mask_rcnn/false_negative": 0.10953420623831722, "mask_rcnn/false_positive": 0.1356721384931585, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7845997316762805, "total_loss": 1.7033906931319507} {"data_time": 0.01928244438022375, "eta_seconds": 113531.40424548835, "iteration": 124799, "loss_fcos_cls": 0.2603881985414773, "loss_fcos_ctr": 0.6217820402234793, "loss_fcos_loc": 0.19924054882721975, "loss_mask": 0.2608698676340282, "loss_maskiou": 0.0053213876381050795, "loss_sem_seg": 0.31873463140800595, "lr": 0.01, "mask_rcnn/accuracy": 0.8860411352040816, "mask_rcnn/false_negative": 0.10323082664017669, "mask_rcnn/false_positive": 0.11927930361516087, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.0, "time": 0.7790442928671837, "total_loss": 1.6887729698355542} {"data_time": 0.01609827857464552, "eta_seconds": 113413.40745692793, "iteration": 124819, "loss_fcos_cls": 0.25514342775568366, "loss_fcos_ctr": 0.6211589025333524, "loss_fcos_loc": 0.20623120025265962, "loss_mask": 0.28104143403470516, "loss_maskiou": 0.006295862927800044, "loss_sem_seg": 0.2865614101756364, "lr": 0.01, "mask_rcnn/accuracy": 0.8787571107847605, "mask_rcnn/false_negative": 0.07556237297369883, "mask_rcnn/false_positive": 0.16370289287766196, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7634903425350785, "total_loss": 1.632906506776635} {"data_time": 0.01610073819756508, "eta_seconds": 113257.5578808412, "iteration": 124839, "loss_fcos_cls": 0.2769029965857044, "loss_fcos_ctr": 0.6233087806031108, "loss_fcos_loc": 0.20821332442574203, "loss_mask": 0.2716783955693245, "loss_maskiou": 0.005584699181781616, "loss_sem_seg": 0.293311876244843, "lr": 0.01, "mask_rcnn/accuracy": 0.8721061862244899, "mask_rcnn/false_negative": 0.09845566491800609, "mask_rcnn/false_positive": 0.14468441657496636, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7601540181785822, "total_loss": 1.671581885937485} {"data_time": 0.016729074530303478, "eta_seconds": 113276.67389966454, "iteration": 124859, "loss_fcos_cls": 0.265998237504391, "loss_fcos_ctr": 0.6223177509382367, "loss_fcos_loc": 0.2086749360896647, "loss_mask": 0.28082228265702724, "loss_maskiou": 0.0063303898423328064, "loss_sem_seg": 0.29266513092443347, "lr": 0.01, "mask_rcnn/accuracy": 0.8676602564102565, "mask_rcnn/false_negative": 0.11247682862470723, "mask_rcnn/false_positive": 0.14942415636525774, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7788550844416022, "total_loss": 1.7017554841586389} {"data_time": 0.016368315555155277, "eta_seconds": 113126.75563726015, "iteration": 124879, "loss_fcos_cls": 0.26151664135977626, "loss_fcos_ctr": 0.6243637967854738, "loss_fcos_loc": 0.20997475134208798, "loss_mask": 0.2774463528767228, "loss_maskiou": 0.0061992911651032045, "loss_sem_seg": 0.31194814946502447, "lr": 0.01, "mask_rcnn/accuracy": 0.8746230092504291, "mask_rcnn/false_negative": 0.09078875775273076, "mask_rcnn/false_positive": 0.15835939430016746, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7757138013839722, "total_loss": 1.679519369990885} {"data_time": 0.0161612993106246, "eta_seconds": 113081.25561247207, "iteration": 124899, "loss_fcos_cls": 0.27407978894189, "loss_fcos_ctr": 0.6223820601589978, "loss_fcos_loc": 0.20526133012026548, "loss_mask": 0.265070840716362, "loss_maskiou": 0.0060008860600646585, "loss_sem_seg": 0.31200683559291065, "lr": 0.01, "mask_rcnn/accuracy": 0.8864914921626756, "mask_rcnn/false_negative": 0.10083934926114195, "mask_rcnn/false_positive": 0.11464804720268691, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.0, "time": 0.7846671240404248, "total_loss": 1.6635582632297883} {"data_time": 0.016776214353740215, "eta_seconds": 112999.12301789969, "iteration": 124919, "loss_fcos_cls": 0.2722417148761451, "loss_fcos_ctr": 0.6231606272049248, "loss_fcos_loc": 0.20733121410012245, "loss_mask": 0.28182318061590195, "loss_maskiou": 0.005968425844912417, "loss_sem_seg": 0.3572532441467047, "lr": 0.01, "mask_rcnn/accuracy": 0.8778576582148011, "mask_rcnn/false_negative": 0.10651741130771644, "mask_rcnn/false_positive": 0.12285849070185409, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.75, "time": 0.7689695348963141, "total_loss": 1.7647222211526241} {"data_time": 0.017199757508933544, "eta_seconds": 112965.17776543368, "iteration": 124939, "loss_fcos_cls": 0.2845415335614234, "loss_fcos_ctr": 0.6213834974914789, "loss_fcos_loc": 0.20551868190523237, "loss_mask": 0.2865928541868925, "loss_maskiou": 0.005925335000938503, "loss_sem_seg": 0.2925769006833434, "lr": 0.01, "mask_rcnn/accuracy": 0.8749012029793162, "mask_rcnn/false_negative": 0.10122738950696855, "mask_rcnn/false_positive": 0.167995657292012, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7791388686746359, "total_loss": 1.6745815449030488} {"data_time": 0.017143622040748596, "eta_seconds": 112929.732922188, "iteration": 124959, "loss_fcos_cls": 0.2690659807994962, "loss_fcos_ctr": 0.621468654833734, "loss_fcos_loc": 0.20501011260785162, "loss_mask": 0.2789302719756961, "loss_maskiou": 0.0068631709582405165, "loss_sem_seg": 0.2949342094361782, "lr": 0.01, "mask_rcnn/accuracy": 0.8750913771872859, "mask_rcnn/false_negative": 0.09801233783636691, "mask_rcnn/false_positive": 0.14694141099998947, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7690750136971474, "total_loss": 1.6896632038406096} {"data_time": 0.016044078394770622, "eta_seconds": 112856.95598885044, "iteration": 124979, "loss_fcos_cls": 0.2788738706149161, "loss_fcos_ctr": 0.6239538416266441, "loss_fcos_loc": 0.21144530980382115, "loss_mask": 0.27236879291012883, "loss_maskiou": 0.006196860602358356, "loss_sem_seg": 0.3286409843713045, "lr": 0.01, "mask_rcnn/accuracy": 0.868247834848225, "mask_rcnn/false_negative": 0.09652888329077937, "mask_rcnn/false_positive": 0.15514084722830146, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7727157548069954, "total_loss": 1.726403650798602} {"data_time": 0.01692365761846304, "eta_seconds": 112868.37802517321, "iteration": 124999, "loss_fcos_cls": 0.275038544787094, "loss_fcos_ctr": 0.6238116202875972, "loss_fcos_loc": 0.21247695421334356, "loss_mask": 0.27951341215521097, "loss_maskiou": 0.006451852081227116, "loss_sem_seg": 0.30870232032611966, "lr": 0.01, "mask_rcnn/accuracy": 0.8765247558650789, "mask_rcnn/false_negative": 0.1036404662859751, "mask_rcnn/false_positive": 0.1329992440526908, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.0, "time": 0.7787430630996823, "total_loss": 1.7277152571659826} {"data_time": 0.015377233736217022, "eta_seconds": 112893.52780639194, "iteration": 125019, "loss_fcos_cls": 0.2739960856270045, "loss_fcos_ctr": 0.6234620842151344, "loss_fcos_loc": 0.21457381662912667, "loss_mask": 0.2725260453298688, "loss_maskiou": 0.0057694570132298395, "loss_sem_seg": 0.2999359257519245, "lr": 0.01, "mask_rcnn/accuracy": 0.8657219137655061, "mask_rcnn/false_negative": 0.11063846974793858, "mask_rcnn/false_positive": 0.1512136100475462, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 40.5, "time": 0.789596488699317, "total_loss": 1.7172211056313245} {"data_time": 0.018339861184358597, "eta_seconds": 112877.95424464159, "iteration": 125039, "loss_fcos_cls": 0.275836834567599, "loss_fcos_ctr": 0.6194245275110006, "loss_fcos_loc": 0.20007325324695557, "loss_mask": 0.2748852535150945, "loss_maskiou": 0.006347990689391736, "loss_sem_seg": 0.3097467420157045, "lr": 0.01, "mask_rcnn/accuracy": 0.875122208247767, "mask_rcnn/false_negative": 0.09908607050036261, "mask_rcnn/false_positive": 0.13096625999096706, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.7779965735971928, "total_loss": 1.6683153516496532} {"data_time": 0.017161482013761997, "eta_seconds": 112900.8998484211, "iteration": 125059, "loss_fcos_cls": 0.27969576697796583, "loss_fcos_ctr": 0.6223772685043514, "loss_fcos_loc": 0.20404196064919233, "loss_mask": 0.2740279179997742, "loss_maskiou": 0.006048431896488182, "loss_sem_seg": 0.29428755259141326, "lr": 0.01, "mask_rcnn/accuracy": 0.8910044320758606, "mask_rcnn/false_negative": 0.09619403784107541, "mask_rcnn/false_positive": 0.13775240695474478, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7815732853487134, "total_loss": 1.651009325261839} {"data_time": 0.015800433233380318, "eta_seconds": 112987.78815323487, "iteration": 125079, "loss_fcos_cls": 0.2665880105923861, "loss_fcos_ctr": 0.6202096184715629, "loss_fcos_loc": 0.19912455143639818, "loss_mask": 0.2775423666462302, "loss_maskiou": 0.005774353950982913, "loss_sem_seg": 0.2927268336061388, "lr": 0.01, "mask_rcnn/accuracy": 0.8914231586139902, "mask_rcnn/false_negative": 0.0831410348497722, "mask_rcnn/false_positive": 0.13751399606293233, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.7936494965106249, "total_loss": 1.6470372481271625} {"data_time": 0.016437262296676636, "eta_seconds": 113116.48321801797, "iteration": 125099, "loss_fcos_cls": 0.2620346143376082, "loss_fcos_ctr": 0.6203636629506946, "loss_fcos_loc": 0.19610911631025374, "loss_mask": 0.2708728276193142, "loss_maskiou": 0.005757158636697568, "loss_sem_seg": 0.31998083321377635, "lr": 0.01, "mask_rcnn/accuracy": 0.8703060769762451, "mask_rcnn/false_negative": 0.10012943059419453, "mask_rcnn/false_positive": 0.16468551943453594, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.7903217524290085, "total_loss": 1.666146851661324} {"data_time": 0.016451863572001457, "eta_seconds": 113120.58356087562, "iteration": 125119, "loss_fcos_cls": 0.2724465182982385, "loss_fcos_ctr": 0.6231865449808538, "loss_fcos_loc": 0.2148288714233786, "loss_mask": 0.27522449381649494, "loss_maskiou": 0.005838305893121287, "loss_sem_seg": 0.29005947383120656, "lr": 0.01, "mask_rcnn/accuracy": 0.8577908791357451, "mask_rcnn/false_negative": 0.11418463301046271, "mask_rcnn/false_positive": 0.15270520933838203, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.7752106785774231, "total_loss": 1.6794908724405104} {"data_time": 0.017482304945588112, "eta_seconds": 113119.36858205125, "iteration": 125139, "loss_fcos_cls": 0.2713862545788288, "loss_fcos_ctr": 0.6189506789669394, "loss_fcos_loc": 0.20330633921548724, "loss_mask": 0.28500743210315704, "loss_maskiou": 0.00618209523963742, "loss_sem_seg": 0.30723521765321493, "lr": 0.01, "mask_rcnn/accuracy": 0.8818528855436564, "mask_rcnn/false_negative": 0.09744684777826854, "mask_rcnn/false_positive": 0.14789191642430694, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 26.25, "time": 0.7833325257524848, "total_loss": 1.6756713689974276} {"data_time": 0.015732791274785995, "eta_seconds": 113128.95501630753, "iteration": 125159, "loss_fcos_cls": 0.2662117194849998, "loss_fcos_ctr": 0.6252199402078986, "loss_fcos_loc": 0.21070965705439448, "loss_mask": 0.28569708205759525, "loss_maskiou": 0.006095083394029643, "loss_sem_seg": 0.35911890282295644, "lr": 0.01, "mask_rcnn/accuracy": 0.8749124649859944, "mask_rcnn/false_negative": 0.10473474188614279, "mask_rcnn/false_positive": 0.13844547248491856, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7937920950353146, "total_loss": 1.7743469352426473} {"data_time": 0.014528085477650166, "eta_seconds": 113166.9134179661, "iteration": 125179, "loss_fcos_cls": 0.27126499952282757, "loss_fcos_ctr": 0.6246724687516689, "loss_fcos_loc": 0.2140810654964298, "loss_mask": 0.27838444523513317, "loss_maskiou": 0.0061512540123658255, "loss_sem_seg": 0.31540029327152297, "lr": 0.01, "mask_rcnn/accuracy": 0.8712400355565751, "mask_rcnn/false_negative": 0.09472332511614638, "mask_rcnn/false_positive": 0.15212304251553319, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7875643381848931, "total_loss": 1.7401379791117506} {"data_time": 0.018428640440106392, "eta_seconds": 113206.13033530489, "iteration": 125199, "loss_fcos_cls": 0.2607413218356669, "loss_fcos_ctr": 0.6190646472387016, "loss_fcos_loc": 0.197215739171952, "loss_mask": 0.26957582402974367, "loss_maskiou": 0.005869087501196191, "loss_sem_seg": 0.30069148959591985, "lr": 0.01, "mask_rcnn/accuracy": 0.8913790702385173, "mask_rcnn/false_negative": 0.0944654416286532, "mask_rcnn/false_positive": 0.12721267562079008, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7939851433038712, "total_loss": 1.6784466960234568} {"data_time": 0.016197454184293747, "eta_seconds": 113135.65637280885, "iteration": 125219, "loss_fcos_cls": 0.26169958780519664, "loss_fcos_ctr": 0.6198153560981154, "loss_fcos_loc": 0.19647398754023015, "loss_mask": 0.26954425126314163, "loss_maskiou": 0.005544377803744283, "loss_sem_seg": 0.30433456553146243, "lr": 0.01, "mask_rcnn/accuracy": 0.8854386294622469, "mask_rcnn/false_negative": 0.09372834340819958, "mask_rcnn/false_positive": 0.13080883852000466, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7698005251586437, "total_loss": 1.6546277668967377} {"data_time": 0.01731545850634575, "eta_seconds": 113198.24198832549, "iteration": 125239, "loss_fcos_cls": 0.2779665985144675, "loss_fcos_ctr": 0.6213107462972403, "loss_fcos_loc": 0.20042544114403427, "loss_mask": 0.29066205956041813, "loss_maskiou": 0.006352927317493595, "loss_sem_seg": 0.3153036334551871, "lr": 0.01, "mask_rcnn/accuracy": 0.8884584494175028, "mask_rcnn/false_negative": 0.07711682299919106, "mask_rcnn/false_positive": 0.14275611562401297, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7822136795148253, "total_loss": 1.7195362630736781} {"data_time": 0.014451331458985806, "eta_seconds": 113208.65556415915, "iteration": 125259, "loss_fcos_cls": 0.2669459155295044, "loss_fcos_ctr": 0.6207185424864292, "loss_fcos_loc": 0.20121159637346864, "loss_mask": 0.287191204726696, "loss_maskiou": 0.006516254048619885, "loss_sem_seg": 0.32192970253527164, "lr": 0.01, "mask_rcnn/accuracy": 0.8689568696330991, "mask_rcnn/false_negative": 0.11698148946376151, "mask_rcnn/false_positive": 0.14387504202624374, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7908909879624844, "total_loss": 1.7040769596205791} {"data_time": 0.016973331570625305, "eta_seconds": 113143.58594385162, "iteration": 125279, "loss_fcos_cls": 0.2771633407101035, "loss_fcos_ctr": 0.622771704569459, "loss_fcos_loc": 0.21360749716404825, "loss_mask": 0.26748013123869896, "loss_maskiou": 0.006072621268685907, "loss_sem_seg": 0.31439872132614255, "lr": 0.01, "mask_rcnn/accuracy": 0.8830544689132679, "mask_rcnn/false_negative": 0.10336953627360293, "mask_rcnn/false_positive": 0.14341710187431422, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7710482301190495, "total_loss": 1.7084138609352522} {"data_time": 0.016202528029680252, "eta_seconds": 113080.82082625013, "iteration": 125299, "loss_fcos_cls": 0.2693740481045097, "loss_fcos_ctr": 0.6205251757055521, "loss_fcos_loc": 0.20049820811254904, "loss_mask": 0.2814112985506654, "loss_maskiou": 0.005674028958310373, "loss_sem_seg": 0.32040852354839444, "lr": 0.01, "mask_rcnn/accuracy": 0.8817739462729857, "mask_rcnn/false_negative": 0.09142593872164892, "mask_rcnn/false_positive": 0.15720443153565206, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.0, "time": 0.7620460009202361, "total_loss": 1.6846716464933706} {"data_time": 0.016439126804471016, "eta_seconds": 113161.72677871585, "iteration": 125319, "loss_fcos_cls": 0.28464038809761405, "loss_fcos_ctr": 0.624516548588872, "loss_fcos_loc": 0.2105302041163668, "loss_mask": 0.2820314960554242, "loss_maskiou": 0.006462016623117961, "loss_sem_seg": 0.31555563444271684, "lr": 0.01, "mask_rcnn/accuracy": 0.879742249898025, "mask_rcnn/false_negative": 0.08997158433336228, "mask_rcnn/false_positive": 0.15237823892816266, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.8088307520374656, "total_loss": 1.722800300020026} {"data_time": 0.015807906165719032, "eta_seconds": 113096.67765026167, "iteration": 125339, "loss_fcos_cls": 0.2585780471563339, "loss_fcos_ctr": 0.622561126947403, "loss_fcos_loc": 0.2015605828491971, "loss_mask": 0.27918804716318846, "loss_maskiou": 0.00643669739656616, "loss_sem_seg": 0.3211712231859565, "lr": 0.01, "mask_rcnn/accuracy": 0.8818206563022232, "mask_rcnn/false_negative": 0.09535597799478358, "mask_rcnn/false_positive": 0.1522782057494797, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.772768123075366, "total_loss": 1.6700613924549543} {"data_time": 0.015332805924117565, "eta_seconds": 113081.04155239835, "iteration": 125359, "loss_fcos_cls": 0.2702918257564306, "loss_fcos_ctr": 0.6241531111299992, "loss_fcos_loc": 0.20564533350989223, "loss_mask": 0.2809143662452698, "loss_maskiou": 0.006515999208204448, "loss_sem_seg": 0.2846338227391243, "lr": 0.01, "mask_rcnn/accuracy": 0.8777130058622036, "mask_rcnn/false_negative": 0.08074670229667641, "mask_rcnn/false_positive": 0.1515722544303459, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.7899341732263565, "total_loss": 1.6615477458835812} {"data_time": 0.01935299765318632, "eta_seconds": 113146.84786716755, "iteration": 125379, "loss_fcos_cls": 0.2711841973941773, "loss_fcos_ctr": 0.6194648845121264, "loss_fcos_loc": 0.2099617465864867, "loss_mask": 0.2643937789835036, "loss_maskiou": 0.005666169439791702, "loss_sem_seg": 0.2984669357538223, "lr": 0.01, "mask_rcnn/accuracy": 0.8815891090735811, "mask_rcnn/false_negative": 0.09782425381882084, "mask_rcnn/false_positive": 0.13639634246266644, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7937481505796313, "total_loss": 1.6845626003778307} {"data_time": 0.016292552463710308, "eta_seconds": 113241.6394773433, "iteration": 125399, "loss_fcos_cls": 0.26430305512622, "loss_fcos_ctr": 0.6234541898593307, "loss_fcos_loc": 0.19950669491663575, "loss_mask": 0.27928075566887856, "loss_maskiou": 0.006051535612641601, "loss_sem_seg": 0.29872947931289673, "lr": 0.01, "mask_rcnn/accuracy": 0.8815964169758812, "mask_rcnn/false_negative": 0.1121667145076943, "mask_rcnn/false_positive": 0.15500755904445657, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7880237763747573, "total_loss": 1.6999929412886559} {"data_time": 0.016995147801935673, "eta_seconds": 113225.97684161086, "iteration": 125419, "loss_fcos_cls": 0.26503732334822416, "loss_fcos_ctr": 0.6244335984811187, "loss_fcos_loc": 0.20399946230463684, "loss_mask": 0.28540365118533373, "loss_maskiou": 0.006035303173121065, "loss_sem_seg": 0.3168579451739788, "lr": 0.01, "mask_rcnn/accuracy": 0.8937574613707245, "mask_rcnn/false_negative": 0.09183629438998672, "mask_rcnn/false_positive": 0.11672249270885585, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7906097648665309, "total_loss": 1.6988239939673804} {"data_time": 0.016696791164577007, "eta_seconds": 113128.25718971528, "iteration": 125439, "loss_fcos_cls": 0.2839776212349534, "loss_fcos_ctr": 0.6206216784194112, "loss_fcos_loc": 0.2008753027766943, "loss_mask": 0.2759417211636901, "loss_maskiou": 0.006383317850122694, "loss_sem_seg": 0.29203337896615267, "lr": 0.01, "mask_rcnn/accuracy": 0.8715899101186368, "mask_rcnn/false_negative": 0.11529090012661311, "mask_rcnn/false_positive": 0.14494453882797492, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7744159065186977, "total_loss": 1.6783534846035764} {"data_time": 0.01768377237021923, "eta_seconds": 113112.60590656288, "iteration": 125459, "loss_fcos_cls": 0.2811309453099966, "loss_fcos_ctr": 0.6253000451251864, "loss_fcos_loc": 0.2117537404410541, "loss_mask": 0.2912746360525489, "loss_maskiou": 0.0061674239550484344, "loss_sem_seg": 0.29762713983654976, "lr": 0.01, "mask_rcnn/accuracy": 0.8971491788036089, "mask_rcnn/false_negative": 0.07285762685143077, "mask_rcnn/false_positive": 0.1319926942274407, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7886630855500698, "total_loss": 1.7180717741066474} {"data_time": 0.018211886286735535, "eta_seconds": 113104.54097374342, "iteration": 125479, "loss_fcos_cls": 0.2772074097301811, "loss_fcos_ctr": 0.6234204173088074, "loss_fcos_loc": 0.20738734398037195, "loss_mask": 0.27822344563901424, "loss_maskiou": 0.006231472551007755, "loss_sem_seg": 0.27553675044327974, "lr": 0.01, "mask_rcnn/accuracy": 0.876232993197279, "mask_rcnn/false_negative": 0.111614774658275, "mask_rcnn/false_positive": 0.1447384247658264, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.25, "time": 0.762085628695786, "total_loss": 1.6646127038329723} {"data_time": 0.016080272383987904, "eta_seconds": 113096.77889278159, "iteration": 125499, "loss_fcos_cls": 0.27490064373705536, "loss_fcos_ctr": 0.6199743552133441, "loss_fcos_loc": 0.20913645601831377, "loss_mask": 0.28694204427301884, "loss_maskiou": 0.006619106818106957, "loss_sem_seg": 0.32110741664655507, "lr": 0.01, "mask_rcnn/accuracy": 0.8688666625186661, "mask_rcnn/false_negative": 0.111296948164782, "mask_rcnn/false_positive": 0.14621262598866372, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.5, "time": 0.7774152234196663, "total_loss": 1.7157677267387044} {"data_time": 0.01608808059245348, "eta_seconds": 113073.236307716, "iteration": 125519, "loss_fcos_cls": 0.2706193970516324, "loss_fcos_ctr": 0.6212847474962473, "loss_fcos_loc": 0.20774993393570185, "loss_mask": 0.2799799982458353, "loss_maskiou": 0.006109252986789215, "loss_sem_seg": 0.2923516930313781, "lr": 0.01, "mask_rcnn/accuracy": 0.8879928230571126, "mask_rcnn/false_negative": 0.08750501307593189, "mask_rcnn/false_positive": 0.1444640956249853, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.75, "time": 0.7824716996401548, "total_loss": 1.6621052971458994} {"data_time": 0.017276684753596783, "eta_seconds": 112964.5631635841, "iteration": 125539, "loss_fcos_cls": 0.2650941719766706, "loss_fcos_ctr": 0.6209634356200695, "loss_fcos_loc": 0.21315784030593932, "loss_mask": 0.28607006277889013, "loss_maskiou": 0.006607281291508116, "loss_sem_seg": 0.31178964860737324, "lr": 0.01, "mask_rcnn/accuracy": 0.8779162305948021, "mask_rcnn/false_negative": 0.10604722925048526, "mask_rcnn/false_positive": 0.1278553472112315, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.25, "time": 0.7688730768859386, "total_loss": 1.6990395269967848} {"data_time": 0.015542878769338131, "eta_seconds": 113006.02162052225, "iteration": 125559, "loss_fcos_cls": 0.2740611748304218, "loss_fcos_ctr": 0.6221768418326974, "loss_fcos_loc": 0.20210261677857488, "loss_mask": 0.28060910757631063, "loss_maskiou": 0.006007921780110337, "loss_sem_seg": 0.30481689190492034, "lr": 0.01, "mask_rcnn/accuracy": 0.8758840042081523, "mask_rcnn/false_negative": 0.11217588531998418, "mask_rcnn/false_positive": 0.14604565049585083, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 25.75, "time": 0.788623440079391, "total_loss": 1.692364736154559} {"data_time": 0.015950176864862442, "eta_seconds": 113018.69820764847, "iteration": 125579, "loss_fcos_cls": 0.28873817389830947, "loss_fcos_ctr": 0.6220661588013172, "loss_fcos_loc": 0.21362741995835677, "loss_mask": 0.279815967194736, "loss_maskiou": 0.006612024939386174, "loss_sem_seg": 0.3113396530970931, "lr": 0.01, "mask_rcnn/accuracy": 0.8692888878039253, "mask_rcnn/false_negative": 0.10665613431390938, "mask_rcnn/false_positive": 0.14455599346599146, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7977059949189425, "total_loss": 1.7441563730390044} {"data_time": 0.01730345468968153, "eta_seconds": 112917.64479952864, "iteration": 125599, "loss_fcos_cls": 0.2725445735268295, "loss_fcos_ctr": 0.6200692458078265, "loss_fcos_loc": 0.2049212099518627, "loss_mask": 0.28152415715157986, "loss_maskiou": 0.006593739009986166, "loss_sem_seg": 0.2562336411792785, "lr": 0.01, "mask_rcnn/accuracy": 0.8781734849563191, "mask_rcnn/false_negative": 0.08246491529365207, "mask_rcnn/false_positive": 0.14688967615561807, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.5, "time": 0.7737125093117356, "total_loss": 1.6573859835261828} {"data_time": 0.01625530980527401, "eta_seconds": 112927.08285149932, "iteration": 125619, "loss_fcos_cls": 0.26266004354692996, "loss_fcos_ctr": 0.6187919108197093, "loss_fcos_loc": 0.1963988847564906, "loss_mask": 0.28005535248667, "loss_maskiou": 0.005887834035092965, "loss_sem_seg": 0.27342918259091675, "lr": 0.01, "mask_rcnn/accuracy": 0.8974435551127079, "mask_rcnn/false_negative": 0.0693801409535397, "mask_rcnn/false_positive": 0.14370770779080608, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7976317834109068, "total_loss": 1.6484479306673165} {"data_time": 0.01624050084501505, "eta_seconds": 112886.36589015834, "iteration": 125639, "loss_fcos_cls": 0.26121350238099694, "loss_fcos_ctr": 0.6205982994288206, "loss_fcos_loc": 0.20077503693755716, "loss_mask": 0.2788273636251688, "loss_maskiou": 0.005630190891679376, "loss_sem_seg": 0.28067767387256026, "lr": 0.01, "mask_rcnn/accuracy": 0.8911271056041464, "mask_rcnn/false_negative": 0.09315016601442425, "mask_rcnn/false_positive": 0.12120527768579831, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.5, "time": 0.778739782050252, "total_loss": 1.6576663561863825} {"data_time": 0.016258103772997856, "eta_seconds": 112870.72643547319, "iteration": 125659, "loss_fcos_cls": 0.27380954939872026, "loss_fcos_ctr": 0.6237473143264651, "loss_fcos_loc": 0.20659218169748783, "loss_mask": 0.2844184869900346, "loss_maskiou": 0.006230888233403675, "loss_sem_seg": 0.33179601561278105, "lr": 0.01, "mask_rcnn/accuracy": 0.8715115110083442, "mask_rcnn/false_negative": 0.10056643857849826, "mask_rcnn/false_positive": 0.15094553794473298, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.75, "time": 0.7717762654647231, "total_loss": 1.7348615429546044} {"data_time": 0.01683962531387806, "eta_seconds": 112818.7088064272, "iteration": 125679, "loss_fcos_cls": 0.2683992041274905, "loss_fcos_ctr": 0.6238094544969499, "loss_fcos_loc": 0.20857996738050133, "loss_mask": 0.28698117285966873, "loss_maskiou": 0.006147415158920921, "loss_sem_seg": 0.2781124332686886, "lr": 0.01, "mask_rcnn/accuracy": 0.8730343476676385, "mask_rcnn/false_negative": 0.11818419698615415, "mask_rcnn/false_positive": 0.14540794449656175, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.776306283660233, "total_loss": 1.6480320031114388} {"data_time": 0.015772409737110138, "eta_seconds": 112803.0743930284, "iteration": 125699, "loss_fcos_cls": 0.25829415320185944, "loss_fcos_ctr": 0.6221661102026701, "loss_fcos_loc": 0.20261838170699775, "loss_mask": 0.28083973191678524, "loss_maskiou": 0.006193461216753349, "loss_sem_seg": 0.2966985194943845, "lr": 0.01, "mask_rcnn/accuracy": 0.8795496160136529, "mask_rcnn/false_negative": 0.1014256382590075, "mask_rcnn/false_positive": 0.13424294294998715, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7957805693149567, "total_loss": 1.6725047143845586} {"data_time": 0.016350360587239265, "eta_seconds": 112668.35413766932, "iteration": 125719, "loss_fcos_cls": 0.2658535814844072, "loss_fcos_ctr": 0.6223119050264359, "loss_fcos_loc": 0.20835691946558654, "loss_mask": 0.2793305516242981, "loss_maskiou": 0.006121614977018908, "loss_sem_seg": 0.2847077464684844, "lr": 0.01, "mask_rcnn/accuracy": 0.8789643614061503, "mask_rcnn/false_negative": 0.08882875693191826, "mask_rcnn/false_positive": 0.1735387166873948, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 40.5, "time": 0.7748405793681741, "total_loss": 1.6972868384618778} {"data_time": 0.015646680258214474, "eta_seconds": 112771.80556623079, "iteration": 125739, "loss_fcos_cls": 0.26772138150408864, "loss_fcos_ctr": 0.6201158799231052, "loss_fcos_loc": 0.19226387003436685, "loss_mask": 0.27297489531338215, "loss_maskiou": 0.005917852075072005, "loss_sem_seg": 0.224641521461308, "lr": 0.01, "mask_rcnn/accuracy": 0.8999114818782827, "mask_rcnn/false_negative": 0.0753848248160654, "mask_rcnn/false_positive": 0.12037095337095337, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7904964201152325, "total_loss": 1.6058741051820107} {"data_time": 0.015190886333584785, "eta_seconds": 112642.44712263998, "iteration": 125759, "loss_fcos_cls": 0.2749219983816147, "loss_fcos_ctr": 0.6204379457049072, "loss_fcos_loc": 0.2012009818572551, "loss_mask": 0.265444696880877, "loss_maskiou": 0.0053124486657907255, "loss_sem_seg": 0.28182482486590743, "lr": 0.01, "mask_rcnn/accuracy": 0.8626194525429219, "mask_rcnn/false_negative": 0.1296233694306245, "mask_rcnn/false_positive": 0.1478419904144864, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7777123618870974, "total_loss": 1.6639209272907465} {"data_time": 0.016171022318303585, "eta_seconds": 112626.82847785484, "iteration": 125779, "loss_fcos_cls": 0.27701498242095113, "loss_fcos_ctr": 0.6259050229564309, "loss_fcos_loc": 0.2089371042093262, "loss_mask": 0.2813314562663436, "loss_maskiou": 0.006381207647791598, "loss_sem_seg": 0.2824854557402432, "lr": 0.01, "mask_rcnn/accuracy": 0.8809893165760513, "mask_rcnn/false_negative": 0.08714067058755257, "mask_rcnn/false_positive": 0.14403483502620817, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7862109988927841, "total_loss": 1.6830741576413857} {"data_time": 0.01684078574180603, "eta_seconds": 112666.5717548132, "iteration": 125799, "loss_fcos_cls": 0.25665204878896475, "loss_fcos_ctr": 0.6222948348149657, "loss_fcos_loc": 0.20097362296655774, "loss_mask": 0.2716619949787855, "loss_maskiou": 0.005985902600514237, "loss_sem_seg": 0.28156540845520794, "lr": 0.01, "mask_rcnn/accuracy": 0.8834543432757719, "mask_rcnn/false_negative": 0.10815685805647601, "mask_rcnn/false_positive": 0.151763610110839, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.7945424001663923, "total_loss": 1.6791861845122185} {"data_time": 0.015964511781930923, "eta_seconds": 112595.59118828457, "iteration": 125819, "loss_fcos_cls": 0.24969961703754961, "loss_fcos_ctr": 0.6185964597389102, "loss_fcos_loc": 0.19294197659473866, "loss_mask": 0.26368876174092293, "loss_maskiou": 0.0051163066091248766, "loss_sem_seg": 0.29095854330807924, "lr": 0.01, "mask_rcnn/accuracy": 0.8771570448831707, "mask_rcnn/false_negative": 0.11166887846116927, "mask_rcnn/false_positive": 0.13435276613751118, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7534275930374861, "total_loss": 1.6465864218043862} {"data_time": 0.01641021855175495, "eta_seconds": 112729.97134330682, "iteration": 125839, "loss_fcos_cls": 0.25177537254057825, "loss_fcos_ctr": 0.620831725653261, "loss_fcos_loc": 0.20073164510540664, "loss_mask": 0.2810434363782406, "loss_maskiou": 0.006382246705470607, "loss_sem_seg": 0.2877103569917381, "lr": 0.01, "mask_rcnn/accuracy": 0.8780509071193902, "mask_rcnn/false_negative": 0.0909083386069712, "mask_rcnn/false_positive": 0.15631207055662671, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.5, "time": 0.7728978171944618, "total_loss": 1.659286593174329} {"data_time": 0.01875921431928873, "eta_seconds": 112749.23233174905, "iteration": 125859, "loss_fcos_cls": 0.26912557263858616, "loss_fcos_ctr": 0.6207694541662931, "loss_fcos_loc": 0.19816737645305693, "loss_mask": 0.26918993424624205, "loss_maskiou": 0.005804674874525517, "loss_sem_seg": 0.2858270066790283, "lr": 0.01, "mask_rcnn/accuracy": 0.886516016854503, "mask_rcnn/false_negative": 0.09641170276349592, "mask_rcnn/false_positive": 0.13261693995784407, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7814626432955265, "total_loss": 1.6425947648167494} {"data_time": 0.0179793369024992, "eta_seconds": 112780.77834057901, "iteration": 125879, "loss_fcos_cls": 0.2562051910208538, "loss_fcos_ctr": 0.618791151791811, "loss_fcos_loc": 0.2018690974218771, "loss_mask": 0.26859582122415304, "loss_maskiou": 0.006152653826575261, "loss_sem_seg": 0.29060583049431443, "lr": 0.01, "mask_rcnn/accuracy": 0.8812520353886235, "mask_rcnn/false_negative": 0.10376688681238352, "mask_rcnn/false_positive": 0.1449289765302351, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.75, "time": 0.7843331741169095, "total_loss": 1.6446459163125837} {"data_time": 0.015568871051073074, "eta_seconds": 112717.94373729452, "iteration": 125899, "loss_fcos_cls": 0.27043873589718714, "loss_fcos_ctr": 0.622013102285564, "loss_fcos_loc": 0.20231988723389804, "loss_mask": 0.27114549186080694, "loss_maskiou": 0.005913548870012164, "loss_sem_seg": 0.2836830753367394, "lr": 0.01, "mask_rcnn/accuracy": 0.8837089414807571, "mask_rcnn/false_negative": 0.08574378778720743, "mask_rcnn/false_positive": 0.12703889601771168, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7501306775957346, "total_loss": 1.6660670735291205} {"data_time": 0.016054052859544754, "eta_seconds": 112734.22964301612, "iteration": 125919, "loss_fcos_cls": 0.2634190125390887, "loss_fcos_ctr": 0.6178130670450628, "loss_fcos_loc": 0.19307916495017707, "loss_mask": 0.2686925339512527, "loss_maskiou": 0.005653969961713301, "loss_sem_seg": 0.28304306603968143, "lr": 0.01, "mask_rcnn/accuracy": 0.8856709664998075, "mask_rcnn/false_negative": 0.08948538561456112, "mask_rcnn/false_positive": 0.11856657264120986, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7860867641866207, "total_loss": 1.6392017991456669} {"data_time": 0.015341258607804775, "eta_seconds": 112622.86853841133, "iteration": 125939, "loss_fcos_cls": 0.253938986454159, "loss_fcos_ctr": 0.620624226052314, "loss_fcos_loc": 0.1972354954923503, "loss_mask": 0.2646654206328094, "loss_maskiou": 0.005638810769596603, "loss_sem_seg": 0.2901703102979809, "lr": 0.01, "mask_rcnn/accuracy": 0.8808997817579185, "mask_rcnn/false_negative": 0.09293846052551136, "mask_rcnn/false_positive": 0.12847771465578744, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7641363246366382, "total_loss": 1.6377162813587347} {"data_time": 0.016339432448148727, "eta_seconds": 112636.13461519592, "iteration": 125959, "loss_fcos_cls": 0.2636519323568791, "loss_fcos_ctr": 0.6210231883451343, "loss_fcos_loc": 0.20305182656738907, "loss_mask": 0.27545162849128246, "loss_maskiou": 0.005721161549445242, "loss_sem_seg": 0.26283536572009325, "lr": 0.01, "mask_rcnn/accuracy": 0.8647825991575991, "mask_rcnn/false_negative": 0.11545872884531319, "mask_rcnn/false_positive": 0.13932587913463282, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.75, "time": 0.7843169309198856, "total_loss": 1.624753376832814} {"data_time": 0.0173918716609478, "eta_seconds": 112620.49516051076, "iteration": 125979, "loss_fcos_cls": 0.25358338560909033, "loss_fcos_ctr": 0.6199998240917921, "loss_fcos_loc": 0.196723259286955, "loss_mask": 0.2774624126031995, "loss_maskiou": 0.005963658404652961, "loss_sem_seg": 0.2928871023468673, "lr": 0.01, "mask_rcnn/accuracy": 0.886116778226053, "mask_rcnn/false_negative": 0.10637779913576326, "mask_rcnn/false_positive": 0.13210855294086998, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.5, "time": 0.7800057101994753, "total_loss": 1.671357072774299} {"data_time": 0.016704659909009933, "eta_seconds": 112697.58031538688, "iteration": 125999, "loss_fcos_cls": 0.256706187967211, "loss_fcos_ctr": 0.6214822866022587, "loss_fcos_loc": 0.20786891010357067, "loss_mask": 0.2740967823192477, "loss_maskiou": 0.006408018658476067, "loss_sem_seg": 0.29725051764398813, "lr": 0.01, "mask_rcnn/accuracy": 0.8823449323549645, "mask_rcnn/false_negative": 0.09730674626447829, "mask_rcnn/false_positive": 0.12276366888709514, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.7973591443151236, "total_loss": 1.6773488155185987} {"data_time": 0.01501409336924553, "eta_seconds": 112658.32122093253, "iteration": 126019, "loss_fcos_cls": 0.25123579159844667, "loss_fcos_ctr": 0.6216222471557558, "loss_fcos_loc": 0.20286698616109788, "loss_mask": 0.2945864908397198, "loss_maskiou": 0.006021648507157806, "loss_sem_seg": 0.2617871752008796, "lr": 0.01, "mask_rcnn/accuracy": 0.854358552631579, "mask_rcnn/false_negative": 0.11878273580708182, "mask_rcnn/false_positive": 0.1441285860107769, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7830194495618343, "total_loss": 1.6534564517787658} {"data_time": 0.015310571528971195, "eta_seconds": 112661.05359610263, "iteration": 126039, "loss_fcos_cls": 0.26532565243542194, "loss_fcos_ctr": 0.619790107011795, "loss_fcos_loc": 0.20314739714376628, "loss_mask": 0.27829316817224026, "loss_maskiou": 0.006251146289287135, "loss_sem_seg": 0.28576113609597087, "lr": 0.01, "mask_rcnn/accuracy": 0.8747996823641491, "mask_rcnn/false_negative": 0.09545571155736632, "mask_rcnn/false_positive": 0.1515389338543382, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7773256730288267, "total_loss": 1.6693400473304791} {"data_time": 0.018254537135362625, "eta_seconds": 112650.62331634574, "iteration": 126059, "loss_fcos_cls": 0.2634240190964192, "loss_fcos_ctr": 0.6214699386619031, "loss_fcos_loc": 0.20377945265499875, "loss_mask": 0.25651522539556026, "loss_maskiou": 0.0053501749607676174, "loss_sem_seg": 0.2807140271179378, "lr": 0.01, "mask_rcnn/accuracy": 0.8858342444120506, "mask_rcnn/false_negative": 0.10006975122645435, "mask_rcnn/false_positive": 0.14518418914273767, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.5, "time": 0.8005449427291751, "total_loss": 1.6160432898104773} {"data_time": 0.013837003149092197, "eta_seconds": 112577.47224626411, "iteration": 126079, "loss_fcos_cls": 0.27445051702670753, "loss_fcos_ctr": 0.6187219945713878, "loss_fcos_loc": 0.19934818660840392, "loss_mask": 0.2645582417026162, "loss_maskiou": 0.005883247504243627, "loss_sem_seg": 0.28156220726668835, "lr": 0.01, "mask_rcnn/accuracy": 0.8820260246955924, "mask_rcnn/false_negative": 0.09595861004627378, "mask_rcnn/false_positive": 0.1413217298166392, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.75, "time": 0.8004927067086101, "total_loss": 1.6186940311235958} {"data_time": 0.016643370501697063, "eta_seconds": 112401.19952615071, "iteration": 126099, "loss_fcos_cls": 0.25558338151313365, "loss_fcos_ctr": 0.6213919529691339, "loss_fcos_loc": 0.19530737330205739, "loss_mask": 0.27185253519564867, "loss_maskiou": 0.006050521333236247, "loss_sem_seg": 0.30155669432133436, "lr": 0.01, "mask_rcnn/accuracy": 0.8815756371673094, "mask_rcnn/false_negative": 0.0819551312498021, "mask_rcnn/false_positive": 0.14629904912257563, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.25, "time": 0.7779854005202651, "total_loss": 1.692789038293995} {"data_time": 0.017371004447340965, "eta_seconds": 112385.57750830147, "iteration": 126119, "loss_fcos_cls": 0.2613821339327842, "loss_fcos_ctr": 0.6212578183040023, "loss_fcos_loc": 0.20179723156616092, "loss_mask": 0.2625638241879642, "loss_maskiou": 0.005717065403587185, "loss_sem_seg": 0.25954125449061394, "lr": 0.01, "mask_rcnn/accuracy": 0.8808256511559849, "mask_rcnn/false_negative": 0.0900294291610646, "mask_rcnn/false_positive": 0.12488156841692666, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.25, "time": 0.7802257426083088, "total_loss": 1.643491153983632} {"data_time": 0.01669540349394083, "eta_seconds": 112325.59223868046, "iteration": 126139, "loss_fcos_cls": 0.26477506943047047, "loss_fcos_ctr": 0.6185645265504718, "loss_fcos_loc": 0.18883129209280014, "loss_mask": 0.25816331896930933, "loss_maskiou": 0.005374777712859213, "loss_sem_seg": 0.2716254754923284, "lr": 0.01, "mask_rcnn/accuracy": 0.8847358624300784, "mask_rcnn/false_negative": 0.07742090374485752, "mask_rcnn/false_positive": 0.13498986527092005, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7652529245242476, "total_loss": 1.621790480290656} {"data_time": 0.016223827376961708, "eta_seconds": 112293.6841527773, "iteration": 126159, "loss_fcos_cls": 0.2718476727604866, "loss_fcos_ctr": 0.6212158678099513, "loss_fcos_loc": 0.19992636470124125, "loss_mask": 0.2714455844834447, "loss_maskiou": 0.006464204143412644, "loss_sem_seg": 0.26393541251309216, "lr": 0.01, "mask_rcnn/accuracy": 0.9009566558694828, "mask_rcnn/false_negative": 0.08693623672303011, "mask_rcnn/false_positive": 0.13000735711360545, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7736928965896368, "total_loss": 1.6566055588191375} {"data_time": 0.015936600975692272, "eta_seconds": 112269.54518239386, "iteration": 126179, "loss_fcos_cls": 0.2509571495465934, "loss_fcos_ctr": 0.6204411191865802, "loss_fcos_loc": 0.2009177467552945, "loss_mask": 0.27647269424051046, "loss_maskiou": 0.0057344749075127766, "loss_sem_seg": 0.31230953661724925, "lr": 0.01, "mask_rcnn/accuracy": 0.8754814579772796, "mask_rcnn/false_negative": 0.11547763874475485, "mask_rcnn/false_positive": 0.13731152618080839, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7743358789011836, "total_loss": 1.6456674375440343} {"data_time": 0.01724403165280819, "eta_seconds": 112223.19549527299, "iteration": 126199, "loss_fcos_cls": 0.2768400926142931, "loss_fcos_ctr": 0.6225569099187851, "loss_fcos_loc": 0.20917153940536082, "loss_mask": 0.2920748768374324, "loss_maskiou": 0.00628084888739977, "loss_sem_seg": 0.30574923381209373, "lr": 0.01, "mask_rcnn/accuracy": 0.8714020714540345, "mask_rcnn/false_negative": 0.10458961199533218, "mask_rcnn/false_positive": 0.1602753528086057, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.7719896230846643, "total_loss": 1.709302418094012} {"data_time": 0.014915338717401028, "eta_seconds": 112207.58737078216, "iteration": 126219, "loss_fcos_cls": 0.25391619047150016, "loss_fcos_ctr": 0.6191145069897175, "loss_fcos_loc": 0.19727143365889788, "loss_mask": 0.2723681158386171, "loss_maskiou": 0.0055785600416129455, "loss_sem_seg": 0.26713928394019604, "lr": 0.01, "mask_rcnn/accuracy": 0.8952875296944174, "mask_rcnn/false_negative": 0.09357271259355912, "mask_rcnn/false_positive": 0.11546275550076718, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.0, "time": 0.7722959956154227, "total_loss": 1.6212599909122218} {"data_time": 0.016633618623018265, "eta_seconds": 112167.3122816598, "iteration": 126239, "loss_fcos_cls": 0.25229800131637603, "loss_fcos_ctr": 0.622966003138572, "loss_fcos_loc": 0.21050907555036247, "loss_mask": 0.2814810052514076, "loss_maskiou": 0.005581012803304475, "loss_sem_seg": 0.26306821848265827, "lr": 0.01, "mask_rcnn/accuracy": 0.8938328185489652, "mask_rcnn/false_negative": 0.09698141412245781, "mask_rcnn/false_positive": 0.13232326051698995, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.7747802203521132, "total_loss": 1.6362203290191246} {"data_time": 0.016619564965367317, "eta_seconds": 112144.49699005485, "iteration": 126259, "loss_fcos_cls": 0.2725211802171543, "loss_fcos_ctr": 0.6252239132300019, "loss_fcos_loc": 0.20995939278509468, "loss_mask": 0.27779710479080677, "loss_maskiou": 0.00627364626416238, "loss_sem_seg": 0.26029608212411404, "lr": 0.01, "mask_rcnn/accuracy": 0.853858418367347, "mask_rcnn/false_negative": 0.10272614413185392, "mask_rcnn/false_positive": 0.190241054274563, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7850126530975103, "total_loss": 1.6795262351515703} {"data_time": 0.017933428287506104, "eta_seconds": 112160.76299730968, "iteration": 126279, "loss_fcos_cls": 0.26735839643515646, "loss_fcos_ctr": 0.6197561305016279, "loss_fcos_loc": 0.20760437031276524, "loss_mask": 0.28250960167497396, "loss_maskiou": 0.006434040667954832, "loss_sem_seg": 0.31087763607501984, "lr": 0.01, "mask_rcnn/accuracy": 0.8845229637967302, "mask_rcnn/false_negative": 0.0997470866281226, "mask_rcnn/false_positive": 0.14530944698636428, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.7791199898347259, "total_loss": 1.7031593197607435} {"data_time": 0.018147236667573452, "eta_seconds": 112165.62875759322, "iteration": 126299, "loss_fcos_cls": 0.2616001348942518, "loss_fcos_ctr": 0.6240284582599998, "loss_fcos_loc": 0.20587521558627486, "loss_mask": 0.28099115658551455, "loss_maskiou": 0.00609834365604911, "loss_sem_seg": 0.2758575566112995, "lr": 0.01, "mask_rcnn/accuracy": 0.8601474320314839, "mask_rcnn/false_negative": 0.11382705629602201, "mask_rcnn/false_positive": 0.14616052825352366, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.5, "time": 0.7752011073753238, "total_loss": 1.6826135793962749} {"data_time": 0.016727070324122906, "eta_seconds": 112097.68592140079, "iteration": 126319, "loss_fcos_cls": 0.25961007160367444, "loss_fcos_ctr": 0.6217422587797046, "loss_fcos_loc": 0.20340847840998322, "loss_mask": 0.28595017874613404, "loss_maskiou": 0.006393666917574592, "loss_sem_seg": 0.27608020324259996, "lr": 0.01, "mask_rcnn/accuracy": 0.8661847551520607, "mask_rcnn/false_negative": 0.1069507488312339, "mask_rcnn/false_positive": 0.1574345496438998, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.766739877872169, "total_loss": 1.6733562138542766} {"data_time": 0.016451104544103146, "eta_seconds": 112082.08223184943, "iteration": 126339, "loss_fcos_cls": 0.2616700523067266, "loss_fcos_ctr": 0.6192495422437787, "loss_fcos_loc": 0.20216444786638021, "loss_mask": 0.275448277592659, "loss_maskiou": 0.0061492760651162826, "loss_sem_seg": 0.2612356236204505, "lr": 0.01, "mask_rcnn/accuracy": 0.8888937485033126, "mask_rcnn/false_negative": 0.09225823787466911, "mask_rcnn/false_positive": 0.13693121750119153, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7748921466991305, "total_loss": 1.624430477295391} {"data_time": 0.016349525190889835, "eta_seconds": 112078.33244304545, "iteration": 126359, "loss_fcos_cls": 0.2649591527879238, "loss_fcos_ctr": 0.6229585604742169, "loss_fcos_loc": 0.20256874663755298, "loss_mask": 0.27460188139230013, "loss_maskiou": 0.006527007833938114, "loss_sem_seg": 0.2640214143320918, "lr": 0.01, "mask_rcnn/accuracy": 0.8851138487935312, "mask_rcnn/false_negative": 0.09925983221236978, "mask_rcnn/false_positive": 0.1156693334934445, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.25, "time": 0.8004790376871824, "total_loss": 1.6378909544437192} {"data_time": 0.015913252718746662, "eta_seconds": 112029.79306888953, "iteration": 126379, "loss_fcos_cls": 0.26267304667271674, "loss_fcos_ctr": 0.6220998605713248, "loss_fcos_loc": 0.2036549593321979, "loss_mask": 0.2822920670732856, "loss_maskiou": 0.006333878242003266, "loss_sem_seg": 0.2864233427681029, "lr": 0.01, "mask_rcnn/accuracy": 0.8951984761772285, "mask_rcnn/false_negative": 0.07881029618434246, "mask_rcnn/false_positive": 0.14074169499558176, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7790158521384001, "total_loss": 1.6582552861073054} {"data_time": 0.01597565971314907, "eta_seconds": 111984.41041112412, "iteration": 126399, "loss_fcos_cls": 0.2530103591270745, "loss_fcos_ctr": 0.6216006428003311, "loss_fcos_loc": 0.20000090938992798, "loss_mask": 0.27596007846295834, "loss_maskiou": 0.006761905911844224, "loss_sem_seg": 0.2633546511642635, "lr": 0.01, "mask_rcnn/accuracy": 0.8808976456030917, "mask_rcnn/false_negative": 0.10699200169371648, "mask_rcnn/false_positive": 0.14229645830393678, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.7770404955372214, "total_loss": 1.6561221044539707} {"data_time": 0.016386539675295353, "eta_seconds": 111978.25097646471, "iteration": 126419, "loss_fcos_cls": 0.25782468169927597, "loss_fcos_ctr": 0.6217764103785157, "loss_fcos_loc": 0.20405676774680614, "loss_mask": 0.2797100399620831, "loss_maskiou": 0.005438045773189515, "loss_sem_seg": 0.2651015128940344, "lr": 0.01, "mask_rcnn/accuracy": 0.8755993698419806, "mask_rcnn/false_negative": 0.1047226509900516, "mask_rcnn/false_positive": 0.15270162581467192, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7936510890722275, "total_loss": 1.6575501789047848} {"data_time": 0.01629117876291275, "eta_seconds": 112009.05900957529, "iteration": 126439, "loss_fcos_cls": 0.25705177488271147, "loss_fcos_ctr": 0.622410568408668, "loss_fcos_loc": 0.2052457183599472, "loss_mask": 0.2846657792106271, "loss_maskiou": 0.005921665833739098, "loss_sem_seg": 0.27599603356793523, "lr": 0.01, "mask_rcnn/accuracy": 0.8718510383152109, "mask_rcnn/false_negative": 0.1011917202173414, "mask_rcnn/false_positive": 0.15547965990747586, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7807591035962105, "total_loss": 1.6373184359108564} {"data_time": 0.0153640266507864, "eta_seconds": 111923.40528064314, "iteration": 126459, "loss_fcos_cls": 0.2554127834737301, "loss_fcos_ctr": 0.6232139309868217, "loss_fcos_loc": 0.2011690705548972, "loss_mask": 0.2821183279156685, "loss_maskiou": 0.005783666172646917, "loss_sem_seg": 0.26712953858077526, "lr": 0.01, "mask_rcnn/accuracy": 0.8668730498221369, "mask_rcnn/false_negative": 0.10801115447895807, "mask_rcnn/false_positive": 0.1528371476055853, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.7575496714562178, "total_loss": 1.6294069609575672} {"data_time": 0.017553753219544888, "eta_seconds": 111907.81065537501, "iteration": 126479, "loss_fcos_cls": 0.2679742615437135, "loss_fcos_ctr": 0.6213571578264236, "loss_fcos_loc": 0.20390466542448848, "loss_mask": 0.2746172035112977, "loss_maskiou": 0.0060853756294818595, "loss_sem_seg": 0.3062838679179549, "lr": 0.01, "mask_rcnn/accuracy": 0.8687687010894583, "mask_rcnn/false_negative": 0.11137886549428765, "mask_rcnn/false_positive": 0.1488450067212147, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.773729613982141, "total_loss": 1.6972857316286536} {"data_time": 0.014538347721099854, "eta_seconds": 111866.96073095966, "iteration": 126499, "loss_fcos_cls": 0.2831952690612525, "loss_fcos_ctr": 0.6217436632141471, "loss_fcos_loc": 0.21161114005371928, "loss_mask": 0.2794937640428543, "loss_maskiou": 0.005473905064718565, "loss_sem_seg": 0.27685357304289937, "lr": 0.01, "mask_rcnn/accuracy": 0.8743384207131129, "mask_rcnn/false_negative": 0.09620517438774225, "mask_rcnn/false_positive": 0.1610427325137682, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7640307880938053, "total_loss": 1.6311929011717439} {"data_time": 0.015246785245835781, "eta_seconds": 111785.37467798498, "iteration": 126519, "loss_fcos_cls": 0.2659705940168351, "loss_fcos_ctr": 0.6217184523120522, "loss_fcos_loc": 0.20551282248925418, "loss_mask": 0.27650140039622784, "loss_maskiou": 0.005730942080845125, "loss_sem_seg": 0.2616932902019471, "lr": 0.01, "mask_rcnn/accuracy": 0.8918223310310134, "mask_rcnn/false_negative": 0.0789646149800785, "mask_rcnn/false_positive": 0.1382140727978453, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.5, "time": 0.7695744996890426, "total_loss": 1.6209536020105588} {"data_time": 0.01644943468272686, "eta_seconds": 111835.77852017898, "iteration": 126539, "loss_fcos_cls": 0.2708461235743016, "loss_fcos_ctr": 0.6203800467774272, "loss_fcos_loc": 0.20312627463135868, "loss_mask": 0.26954467687755823, "loss_maskiou": 0.005946693519945256, "loss_sem_seg": 0.29813768435269594, "lr": 0.01, "mask_rcnn/accuracy": 0.851758974674207, "mask_rcnn/false_negative": 0.11925707757377443, "mask_rcnn/false_positive": 0.19267570672774703, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.25, "time": 0.7795550432056189, "total_loss": 1.6812488190917065} {"data_time": 0.01605883426964283, "eta_seconds": 111827.71346568502, "iteration": 126559, "loss_fcos_cls": 0.2549333398928866, "loss_fcos_ctr": 0.6195919895544648, "loss_fcos_loc": 0.19757048273459077, "loss_mask": 0.27707680920138955, "loss_maskiou": 0.0058437690531718545, "loss_sem_seg": 0.27811903483234346, "lr": 0.01, "mask_rcnn/accuracy": 0.8809135577990062, "mask_rcnn/false_negative": 0.10294074188510863, "mask_rcnn/false_positive": 0.1209330689009247, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.25, "time": 0.7885567247867584, "total_loss": 1.6519907834008336} {"data_time": 0.01685285847634077, "eta_seconds": 111812.12131093629, "iteration": 126579, "loss_fcos_cls": 0.27262562210671604, "loss_fcos_ctr": 0.6218853639438748, "loss_fcos_loc": 0.2032969719148241, "loss_mask": 0.2745920307934284, "loss_maskiou": 0.006125269705080427, "loss_sem_seg": 0.31261189840734005, "lr": 0.01, "mask_rcnn/accuracy": 0.8836539824263039, "mask_rcnn/false_negative": 0.09624580840999167, "mask_rcnn/false_positive": 0.13603256007804354, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7949956133961678, "total_loss": 1.7082136150856968} {"data_time": 0.015966283157467842, "eta_seconds": 111755.33192210086, "iteration": 126599, "loss_fcos_cls": 0.2600874868221581, "loss_fcos_ctr": 0.6226644515991211, "loss_fcos_loc": 0.20066651655361056, "loss_mask": 0.2718112664297223, "loss_maskiou": 0.006064475601306185, "loss_sem_seg": 0.2892307466827333, "lr": 0.01, "mask_rcnn/accuracy": 0.8970570500927644, "mask_rcnn/false_negative": 0.09274508363628423, "mask_rcnn/false_positive": 0.1463273375267775, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7648872770369053, "total_loss": 1.6612263600254664} {"data_time": 0.016331159509718418, "eta_seconds": 111702.11817972455, "iteration": 126619, "loss_fcos_cls": 0.2649925217265263, "loss_fcos_ctr": 0.6211070260033011, "loss_fcos_loc": 0.2081301487633027, "loss_mask": 0.28028979431837797, "loss_maskiou": 0.0060788228729506955, "loss_sem_seg": 0.28451986983418465, "lr": 0.01, "mask_rcnn/accuracy": 0.8881037414965987, "mask_rcnn/false_negative": 0.08922541756891078, "mask_rcnn/false_positive": 0.15960483176725387, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.7798822103068233, "total_loss": 1.6539368431112962} {"data_time": 0.016077042557299137, "eta_seconds": 111680.49157841317, "iteration": 126639, "loss_fcos_cls": 0.2597099582199007, "loss_fcos_ctr": 0.6211784109473228, "loss_fcos_loc": 0.20408985624089837, "loss_mask": 0.2750483937561512, "loss_maskiou": 0.00539695615589153, "loss_sem_seg": 0.27959853783249855, "lr": 0.01, "mask_rcnn/accuracy": 0.8830393716626436, "mask_rcnn/false_negative": 0.1002620803642135, "mask_rcnn/false_positive": 0.1571146073787776, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7702405778691173, "total_loss": 1.6325480734521989} {"data_time": 0.017094910144805908, "eta_seconds": 111708.57269507088, "iteration": 126659, "loss_fcos_cls": 0.2667294624261558, "loss_fcos_ctr": 0.6219268287532032, "loss_fcos_loc": 0.19253689888864756, "loss_mask": 0.28200943768024445, "loss_maskiou": 0.006719946140947286, "loss_sem_seg": 0.27303794387262315, "lr": 0.01, "mask_rcnn/accuracy": 0.8704041681607708, "mask_rcnn/false_negative": 0.10599341905533581, "mask_rcnn/false_positive": 0.12627934550628409, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.7915677083656192, "total_loss": 1.6455591054691467} {"data_time": 0.015585493296384811, "eta_seconds": 111660.71942782309, "iteration": 126679, "loss_fcos_cls": 0.2668883432634175, "loss_fcos_ctr": 0.6230053887702525, "loss_fcos_loc": 0.21052627987228334, "loss_mask": 0.28269841615110636, "loss_maskiou": 0.006162478624901269, "loss_sem_seg": 0.2777253994718194, "lr": 0.01, "mask_rcnn/accuracy": 0.8766438393539234, "mask_rcnn/false_negative": 0.10021992648870778, "mask_rcnn/false_positive": 0.15450989295588174, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.25, "time": 0.7662976020947099, "total_loss": 1.645622506752261} {"data_time": 0.015637047588825226, "eta_seconds": 111677.39987705089, "iteration": 126699, "loss_fcos_cls": 0.2766106731723994, "loss_fcos_ctr": 0.6228735642507672, "loss_fcos_loc": 0.20612224732758477, "loss_mask": 0.27163573633879423, "loss_maskiou": 0.005622282900731079, "loss_sem_seg": 0.2773959683254361, "lr": 0.01, "mask_rcnn/accuracy": 0.8670665953735124, "mask_rcnn/false_negative": 0.11063044839529443, "mask_rcnn/false_positive": 0.16018019253801183, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7862828662618995, "total_loss": 1.6719986970638274} {"data_time": 0.016468715853989124, "eta_seconds": 111691.1352222208, "iteration": 126719, "loss_fcos_cls": 0.2588353860192001, "loss_fcos_ctr": 0.6218363484367728, "loss_fcos_loc": 0.2078940939391032, "loss_mask": 0.2670232653617859, "loss_maskiou": 0.005690763107850216, "loss_sem_seg": 0.28305217158049345, "lr": 0.01, "mask_rcnn/accuracy": 0.8785578855094162, "mask_rcnn/false_negative": 0.10495829015382643, "mask_rcnn/false_positive": 0.1373247707860104, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.0, "time": 0.7849747575819492, "total_loss": 1.6382265237989486} {"data_time": 0.015324696898460388, "eta_seconds": 111608.63121714536, "iteration": 126739, "loss_fcos_cls": 0.2641808735206723, "loss_fcos_ctr": 0.62079793587327, "loss_fcos_loc": 0.20219056186033413, "loss_mask": 0.2749131368473172, "loss_maskiou": 0.006053082848666236, "loss_sem_seg": 0.28066258365288377, "lr": 0.01, "mask_rcnn/accuracy": 0.8585543283247365, "mask_rcnn/false_negative": 0.11099221208828475, "mask_rcnn/false_positive": 0.1593322617787321, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 36.75, "time": 0.771916838362813, "total_loss": 1.6630586202009} {"data_time": 0.014531843364238739, "eta_seconds": 111526.5426372718, "iteration": 126759, "loss_fcos_cls": 0.25526498002000153, "loss_fcos_ctr": 0.6198358433321118, "loss_fcos_loc": 0.20307957218028605, "loss_mask": 0.2846676018089056, "loss_maskiou": 0.005816534327095724, "loss_sem_seg": 0.2952749622054398, "lr": 0.01, "mask_rcnn/accuracy": 0.8673341517057951, "mask_rcnn/false_negative": 0.11142394431056238, "mask_rcnn/false_positive": 0.1621385572706664, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.7616833103820682, "total_loss": 1.6601818060044025} {"data_time": 0.016956073231995106, "eta_seconds": 111487.58517987467, "iteration": 126779, "loss_fcos_cls": 0.25684073381125927, "loss_fcos_ctr": 0.6220567487180233, "loss_fcos_loc": 0.21029859269037843, "loss_mask": 0.2802646467462182, "loss_maskiou": 0.005912617125432007, "loss_sem_seg": 0.25969061406794935, "lr": 0.01, "mask_rcnn/accuracy": 0.8876878913157769, "mask_rcnn/false_negative": 0.08650888996826778, "mask_rcnn/false_positive": 0.13836712093765624, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7878688788041472, "total_loss": 1.6257215897348942} {"data_time": 0.01606640312820673, "eta_seconds": 111472.0165711958, "iteration": 126799, "loss_fcos_cls": 0.26025558821856976, "loss_fcos_ctr": 0.6212338181212544, "loss_fcos_loc": 0.20357187424087897, "loss_mask": 0.27344771195203066, "loss_maskiou": 0.005671159524354152, "loss_sem_seg": 0.28915059892460704, "lr": 0.01, "mask_rcnn/accuracy": 0.8831078317402911, "mask_rcnn/false_negative": 0.09107346317466966, "mask_rcnn/false_positive": 0.15360563044061604, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7825865019112825, "total_loss": 1.646726034789026} {"data_time": 0.017484843730926514, "eta_seconds": 111479.26162000559, "iteration": 126819, "loss_fcos_cls": 0.2653367356979288, "loss_fcos_ctr": 0.6201039422303438, "loss_fcos_loc": 0.19911507237702608, "loss_mask": 0.26078629214316607, "loss_maskiou": 0.005916827009059489, "loss_sem_seg": 0.2659995164722204, "lr": 0.01, "mask_rcnn/accuracy": 0.8869520030234316, "mask_rcnn/false_negative": 0.11266718847507064, "mask_rcnn/false_positive": 0.13512916618403364, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7821644218638539, "total_loss": 1.6210545855137752} {"data_time": 0.01649216003715992, "eta_seconds": 111524.6884079855, "iteration": 126839, "loss_fcos_cls": 0.2812955391127616, "loss_fcos_ctr": 0.620697008445859, "loss_fcos_loc": 0.20078145910520107, "loss_mask": 0.27661060728132725, "loss_maskiou": 0.005946185792709002, "loss_sem_seg": 0.2642393899150193, "lr": 0.01, "mask_rcnn/accuracy": 0.8662894645037502, "mask_rcnn/false_negative": 0.0903134418763187, "mask_rcnn/false_positive": 0.14950426152314492, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.75, "time": 0.7812053514644504, "total_loss": 1.6574330496659968} {"data_time": 0.01680635940283537, "eta_seconds": 111405.83942161314, "iteration": 126859, "loss_fcos_cls": 0.2661794563755393, "loss_fcos_ctr": 0.6224292712286115, "loss_fcos_loc": 0.2042172536603175, "loss_mask": 0.2783141126856208, "loss_maskiou": 0.006494890112662688, "loss_sem_seg": 0.317392461001873, "lr": 0.01, "mask_rcnn/accuracy": 0.867113680032261, "mask_rcnn/false_negative": 0.1056711509158624, "mask_rcnn/false_positive": 0.16330788839744048, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.25, "time": 0.7691945098340511, "total_loss": 1.6886918555173906} {"data_time": 0.017023932188749313, "eta_seconds": 111347.36942977924, "iteration": 126879, "loss_fcos_cls": 0.26816030126065016, "loss_fcos_ctr": 0.623055825009942, "loss_fcos_loc": 0.20427704299800098, "loss_mask": 0.2617538049817085, "loss_maskiou": 0.005659458809532225, "loss_sem_seg": 0.2877687425352633, "lr": 0.01, "mask_rcnn/accuracy": 0.8928677163045378, "mask_rcnn/false_negative": 0.08398220825353381, "mask_rcnn/false_positive": 0.12072607173478059, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.75, "time": 0.7704408587887883, "total_loss": 1.6269316060715937} {"data_time": 0.017475823871791363, "eta_seconds": 111357.47995300964, "iteration": 126899, "loss_fcos_cls": 0.27557284804061055, "loss_fcos_ctr": 0.6230045324191451, "loss_fcos_loc": 0.21023436752147973, "loss_mask": 0.26954924315214157, "loss_maskiou": 0.006067119364161044, "loss_sem_seg": 0.27105581265641376, "lr": 0.01, "mask_rcnn/accuracy": 0.8884705324437467, "mask_rcnn/false_negative": 0.08499568243537722, "mask_rcnn/false_positive": 0.13943474671969427, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.75, "time": 0.7803503088653088, "total_loss": 1.6511088795668911} {"data_time": 0.016947604715824127, "eta_seconds": 111327.51871666033, "iteration": 126919, "loss_fcos_cls": 0.25140481255948544, "loss_fcos_ctr": 0.6229436183348298, "loss_fcos_loc": 0.19725281762657687, "loss_mask": 0.2655024118721485, "loss_maskiou": 0.00548910305951722, "loss_sem_seg": 0.2792463768273592, "lr": 0.01, "mask_rcnn/accuracy": 0.8861204676045176, "mask_rcnn/false_negative": 0.10432568236482385, "mask_rcnn/false_positive": 0.14380589666383467, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7752641821280122, "total_loss": 1.631862128371722} {"data_time": 0.01666630245745182, "eta_seconds": 111326.35299234465, "iteration": 126939, "loss_fcos_cls": 0.2617741918656975, "loss_fcos_ctr": 0.6190794394351542, "loss_fcos_loc": 0.20140143076423556, "loss_mask": 0.26000456931069493, "loss_maskiou": 0.005871745583135635, "loss_sem_seg": 0.2740907010156661, "lr": 0.01, "mask_rcnn/accuracy": 0.9101270297390986, "mask_rcnn/false_negative": 0.08524095813130189, "mask_rcnn/false_positive": 0.09360077779703613, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 21.0, "time": 0.7530391616746783, "total_loss": 1.6520816337288124} {"data_time": 0.01541229896247387, "eta_seconds": 111305.35970757622, "iteration": 126959, "loss_fcos_cls": 0.26360374013893306, "loss_fcos_ctr": 0.6176762552931905, "loss_fcos_loc": 0.20186338084749877, "loss_mask": 0.2736014388501644, "loss_maskiou": 0.005914384437346598, "loss_sem_seg": 0.2956526674097404, "lr": 0.01, "mask_rcnn/accuracy": 0.882286521656535, "mask_rcnn/false_negative": 0.08916527479983496, "mask_rcnn/false_positive": 0.1276595973054741, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.0, "time": 0.785459827631712, "total_loss": 1.6589269482210511} {"data_time": 0.016265342012047768, "eta_seconds": 111269.56996678654, "iteration": 126979, "loss_fcos_cls": 0.2574632109608501, "loss_fcos_ctr": 0.6212491737678647, "loss_fcos_loc": 0.20218158955685794, "loss_mask": 0.2767508653923869, "loss_maskiou": 0.006091311035561375, "loss_sem_seg": 0.28347833547741175, "lr": 0.01, "mask_rcnn/accuracy": 0.8837407530474566, "mask_rcnn/false_negative": 0.09245842684112415, "mask_rcnn/false_positive": 0.133705210765714, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.5, "time": 0.7732113739475608, "total_loss": 1.6540219703747425} {"data_time": 0.01656242087483406, "eta_seconds": 111181.38086146396, "iteration": 126999, "loss_fcos_cls": 0.26300057873595506, "loss_fcos_ctr": 0.6220770804211497, "loss_fcos_loc": 0.20659445505589247, "loss_mask": 0.27507090382277966, "loss_maskiou": 0.0058266379928682, "loss_sem_seg": 0.3145318594761193, "lr": 0.01, "mask_rcnn/accuracy": 0.8866731960641399, "mask_rcnn/false_negative": 0.10260742260287743, "mask_rcnn/false_positive": 0.11780443057455069, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.75, "time": 0.7703482769429684, "total_loss": 1.6801673854934052} {"data_time": 0.016204136423766613, "eta_seconds": 111137.40675355215, "iteration": 127019, "loss_fcos_cls": 0.26654495135881007, "loss_fcos_ctr": 0.6204250231385231, "loss_fcos_loc": 0.20296526048332453, "loss_mask": 0.2690325314179063, "loss_maskiou": 0.005728716198063921, "loss_sem_seg": 0.26366248563863337, "lr": 0.01, "mask_rcnn/accuracy": 0.8678884094222103, "mask_rcnn/false_negative": 0.10325585556087767, "mask_rcnn/false_positive": 0.15884876307267703, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7731192791834474, "total_loss": 1.6168904239239055} {"data_time": 0.016857407987117767, "eta_seconds": 111163.76516344026, "iteration": 127039, "loss_fcos_cls": 0.2696700745727867, "loss_fcos_ctr": 0.620103504974395, "loss_fcos_loc": 0.20766881469171494, "loss_mask": 0.27671749889850616, "loss_maskiou": 0.0061760416901961435, "loss_sem_seg": 0.31368458410725, "lr": 0.01, "mask_rcnn/accuracy": 0.8781422944250388, "mask_rcnn/false_negative": 0.09214067560473145, "mask_rcnn/false_positive": 0.14066482759537896, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.787766014225781, "total_loss": 1.7125641933271254} {"data_time": 0.015397217124700546, "eta_seconds": 111134.73165725078, "iteration": 127059, "loss_fcos_cls": 0.25789628690108657, "loss_fcos_ctr": 0.6177576128393412, "loss_fcos_loc": 0.1905264356173575, "loss_mask": 0.2662266371771693, "loss_maskiou": 0.006087147048674524, "loss_sem_seg": 0.2607397846877575, "lr": 0.01, "mask_rcnn/accuracy": 0.8793744202226346, "mask_rcnn/false_negative": 0.100495996172143, "mask_rcnn/false_positive": 0.1397910140958753, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7990763001143932, "total_loss": 1.62147654502769} {"data_time": 0.01449520979076624, "eta_seconds": 111108.17635601759, "iteration": 127079, "loss_fcos_cls": 0.25459513592068106, "loss_fcos_ctr": 0.6228336715139449, "loss_fcos_loc": 0.19902692595496774, "loss_mask": 0.27482445538043976, "loss_maskiou": 0.005853057973581599, "loss_sem_seg": 0.3174462332390249, "lr": 0.01, "mask_rcnn/accuracy": 0.874785336162257, "mask_rcnn/false_negative": 0.09577705440959661, "mask_rcnn/false_positive": 0.1570689115299284, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 33.5, "time": 0.7849403666332364, "total_loss": 1.6710745783348102} {"data_time": 0.01677638292312622, "eta_seconds": 111092.62816137075, "iteration": 127099, "loss_fcos_cls": 0.26387424394488335, "loss_fcos_ctr": 0.6234502177685499, "loss_fcos_loc": 0.20412919600494206, "loss_mask": 0.26967881713062525, "loss_maskiou": 0.00588054621766787, "loss_sem_seg": 0.31953411595895886, "lr": 0.01, "mask_rcnn/accuracy": 0.877889941690962, "mask_rcnn/false_negative": 0.10101189093442077, "mask_rcnn/false_positive": 0.14655934215426147, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7758031245321035, "total_loss": 1.6660878735419828} {"data_time": 0.016775865107774734, "eta_seconds": 111150.25635441765, "iteration": 127119, "loss_fcos_cls": 0.2621200019493699, "loss_fcos_ctr": 0.6203261595219374, "loss_fcos_loc": 0.20457006595097482, "loss_mask": 0.27946434495970607, "loss_maskiou": 0.006608401934499852, "loss_sem_seg": 0.300997749902308, "lr": 0.01, "mask_rcnn/accuracy": 0.8641772104226045, "mask_rcnn/false_negative": 0.1089013528975808, "mask_rcnn/false_positive": 0.1669025249014521, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.8017315194010735, "total_loss": 1.6856560093001463} {"data_time": 0.01649624202400446, "eta_seconds": 111187.91698822193, "iteration": 127139, "loss_fcos_cls": 0.26868970901705325, "loss_fcos_ctr": 0.6219076877459884, "loss_fcos_loc": 0.20626922533847392, "loss_mask": 0.2804128797724843, "loss_maskiou": 0.006445998107665218, "loss_sem_seg": 0.2553672480280511, "lr": 0.01, "mask_rcnn/accuracy": 0.8769922914818101, "mask_rcnn/false_negative": 0.11280504343147132, "mask_rcnn/false_positive": 0.12957339307986973, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.7853188775479794, "total_loss": 1.6445916403754381} {"data_time": 0.016159511171281338, "eta_seconds": 111172.35110012256, "iteration": 127159, "loss_fcos_cls": 0.273212400265038, "loss_fcos_ctr": 0.6212012022733688, "loss_fcos_loc": 0.20540568861179054, "loss_mask": 0.2719262270256877, "loss_maskiou": 0.006221301475306973, "loss_sem_seg": 0.2987549230456352, "lr": 0.01, "mask_rcnn/accuracy": 0.8723981259170335, "mask_rcnn/false_negative": 0.10147727351277039, "mask_rcnn/false_positive": 0.14558582475263587, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7687407517805696, "total_loss": 1.6788259347667918} {"data_time": 0.016296234913170338, "eta_seconds": 111176.21300629713, "iteration": 127179, "loss_fcos_cls": 0.2656187112443149, "loss_fcos_ctr": 0.6183222187682986, "loss_fcos_loc": 0.20198753417935222, "loss_mask": 0.28420878341421485, "loss_maskiou": 0.005924180048168637, "loss_sem_seg": 0.28845529817044735, "lr": 0.01, "mask_rcnn/accuracy": 0.8803009840299756, "mask_rcnn/false_negative": 0.0906270406566485, "mask_rcnn/false_positive": 0.1477378288088888, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.75, "time": 0.7718697441741824, "total_loss": 1.6589511013880838} {"data_time": 0.017609714530408382, "eta_seconds": 111160.64439761825, "iteration": 127199, "loss_fcos_cls": 0.2680445108562708, "loss_fcos_ctr": 0.6189662292599678, "loss_fcos_loc": 0.19502124283462763, "loss_mask": 0.27530047856271267, "loss_maskiou": 0.0067747326247626916, "loss_sem_seg": 0.28437542205210775, "lr": 0.01, "mask_rcnn/accuracy": 0.8703251538710722, "mask_rcnn/false_negative": 0.098952945408153, "mask_rcnn/false_positive": 0.1466714613866295, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7735918806865811, "total_loss": 1.701439513664809} {"data_time": 0.017477326095104218, "eta_seconds": 111188.7286113128, "iteration": 127219, "loss_fcos_cls": 0.24643924355041236, "loss_fcos_ctr": 0.6202069045975804, "loss_fcos_loc": 0.19855029444443062, "loss_mask": 0.2729999478906393, "loss_maskiou": 0.005951813203864731, "loss_sem_seg": 0.28243394335731864, "lr": 0.01, "mask_rcnn/accuracy": 0.8754039115646259, "mask_rcnn/false_negative": 0.11470232691867513, "mask_rcnn/false_positive": 0.1497243191421101, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7822944996878505, "total_loss": 1.683216553166858} {"data_time": 0.015699055045843124, "eta_seconds": 111184.87307646777, "iteration": 127239, "loss_fcos_cls": 0.2676989398896694, "loss_fcos_ctr": 0.6215614974498749, "loss_fcos_loc": 0.20139463478699327, "loss_mask": 0.2731433352455497, "loss_maskiou": 0.006298747553955764, "loss_sem_seg": 0.2734885225072503, "lr": 0.01, "mask_rcnn/accuracy": 0.8616205627100363, "mask_rcnn/false_negative": 0.09663254299625373, "mask_rcnn/false_positive": 0.15481947578811545, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7779365116730332, "total_loss": 1.6715219467150746} {"data_time": 0.01732598338276148, "eta_seconds": 111169.29671134334, "iteration": 127259, "loss_fcos_cls": 0.2544582763221115, "loss_fcos_ctr": 0.621662822086364, "loss_fcos_loc": 0.20158227032516152, "loss_mask": 0.28713739197701216, "loss_maskiou": 0.0065825387428049, "loss_sem_seg": 0.33857996575534344, "lr": 0.01, "mask_rcnn/accuracy": 0.8762308606828311, "mask_rcnn/false_negative": 0.11212079495131838, "mask_rcnn/false_positive": 0.12531146002659677, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7857446130365133, "total_loss": 1.7383262371004093} {"data_time": 0.016998001374304295, "eta_seconds": 111142.00444131345, "iteration": 127279, "loss_fcos_cls": 0.2729202584596351, "loss_fcos_ctr": 0.6218934459611773, "loss_fcos_loc": 0.20051546557806432, "loss_mask": 0.2721150256693363, "loss_maskiou": 0.0058312580367783085, "loss_sem_seg": 0.2812062478624284, "lr": 0.01, "mask_rcnn/accuracy": 0.8807096797052154, "mask_rcnn/false_negative": 0.1049678416190385, "mask_rcnn/false_positive": 0.14340224995506778, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.5, "time": 0.7719633774831891, "total_loss": 1.6449527618096909} {"data_time": 0.015552608296275139, "eta_seconds": 111126.42971798033, "iteration": 127299, "loss_fcos_cls": 0.2622142764739692, "loss_fcos_ctr": 0.6187952170148492, "loss_fcos_loc": 0.19332348823081702, "loss_mask": 0.267988963983953, "loss_maskiou": 0.00589386947103776, "loss_sem_seg": 0.3082293774932623, "lr": 0.01, "mask_rcnn/accuracy": 0.8887460753532183, "mask_rcnn/false_negative": 0.09811537636240904, "mask_rcnn/false_positive": 0.12149953897980682, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7665553633123636, "total_loss": 1.6526632057066308} {"data_time": 0.016922127455472946, "eta_seconds": 111115.8824536074, "iteration": 127319, "loss_fcos_cls": 0.2734829639084637, "loss_fcos_ctr": 0.6237437934614718, "loss_fcos_loc": 0.20868223218712956, "loss_mask": 0.28134925104677677, "loss_maskiou": 0.006022628193022683, "loss_sem_seg": 0.30165269202552736, "lr": 0.01, "mask_rcnn/accuracy": 0.8659297052154196, "mask_rcnn/false_negative": 0.10924191830334834, "mask_rcnn/false_positive": 0.14077703217342175, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.774459914304316, "total_loss": 1.707453366543632} {"data_time": 0.01704655308276415, "eta_seconds": 111135.69745344389, "iteration": 127339, "loss_fcos_cls": 0.2684943383792415, "loss_fcos_ctr": 0.6196437478065491, "loss_fcos_loc": 0.20492140448186547, "loss_mask": 0.2649118546396494, "loss_maskiou": 0.005832682389154797, "loss_sem_seg": 0.3061703462153673, "lr": 0.01, "mask_rcnn/accuracy": 0.8835532466092026, "mask_rcnn/false_negative": 0.08034157430878837, "mask_rcnn/false_positive": 0.1473318984310269, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7954743709415197, "total_loss": 1.7014284792821854} {"data_time": 0.017353621311485767, "eta_seconds": 111055.7754200846, "iteration": 127359, "loss_fcos_cls": 0.2808942850679159, "loss_fcos_ctr": 0.6225872728973627, "loss_fcos_loc": 0.2083483156748116, "loss_mask": 0.28019949793815613, "loss_maskiou": 0.006305452305241488, "loss_sem_seg": 0.2608028477989137, "lr": 0.01, "mask_rcnn/accuracy": 0.8918705302633874, "mask_rcnn/false_negative": 0.09807173120565488, "mask_rcnn/false_positive": 0.13009716913351765, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.5, "time": 0.7693651858717203, "total_loss": 1.6659885883709649} {"data_time": 0.014950023964047432, "eta_seconds": 110999.92398865707, "iteration": 127379, "loss_fcos_cls": 0.2753848151769489, "loss_fcos_ctr": 0.6228873990476131, "loss_fcos_loc": 0.207974954508245, "loss_mask": 0.27617071382701397, "loss_maskiou": 0.005899608324398287, "loss_sem_seg": 0.2752716541290283, "lr": 0.01, "mask_rcnn/accuracy": 0.8775435323664247, "mask_rcnn/false_negative": 0.10567132267279387, "mask_rcnn/false_positive": 0.1324010281324131, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.5, "time": 0.7815981023013592, "total_loss": 1.673249006853439} {"data_time": 0.014739681035280228, "eta_seconds": 111024.63268400729, "iteration": 127399, "loss_fcos_cls": 0.24921463429927826, "loss_fcos_ctr": 0.6232770262286067, "loss_fcos_loc": 0.1980954329483211, "loss_mask": 0.2656524833291769, "loss_maskiou": 0.0056634752872923855, "loss_sem_seg": 0.30738251097500324, "lr": 0.01, "mask_rcnn/accuracy": 0.8770848955272278, "mask_rcnn/false_negative": 0.10825955186072941, "mask_rcnn/false_positive": 0.1474046408012002, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7897421680390835, "total_loss": 1.6472128013701877} {"data_time": 0.01620491500943899, "eta_seconds": 111009.06131596863, "iteration": 127419, "loss_fcos_cls": 0.2483458248898387, "loss_fcos_ctr": 0.620858384296298, "loss_fcos_loc": 0.19999637338332832, "loss_mask": 0.2743055419996381, "loss_maskiou": 0.006022623289027251, "loss_sem_seg": 0.2880364963784814, "lr": 0.01, "mask_rcnn/accuracy": 0.8676412872841444, "mask_rcnn/false_negative": 0.10883777370696174, "mask_rcnn/false_positive": 0.16348386553428723, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7977190241217613, "total_loss": 1.654471450499841} {"data_time": 0.016775719821453094, "eta_seconds": 110913.12038135529, "iteration": 127439, "loss_fcos_cls": 0.24943970155436546, "loss_fcos_ctr": 0.6191114960238338, "loss_fcos_loc": 0.2009892639471218, "loss_mask": 0.2850493723526597, "loss_maskiou": 0.006620460197154898, "loss_sem_seg": 0.25486261071637273, "lr": 0.01, "mask_rcnn/accuracy": 0.8823210966068109, "mask_rcnn/false_negative": 0.1003518207109869, "mask_rcnn/false_positive": 0.16451547428360205, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 34.0, "time": 0.7700542323291302, "total_loss": 1.6608692161971703} {"data_time": 0.01752161793410778, "eta_seconds": 110850.3591113612, "iteration": 127459, "loss_fcos_cls": 0.2707626619376242, "loss_fcos_ctr": 0.619500438682735, "loss_fcos_loc": 0.1952330246567726, "loss_mask": 0.27704176399856806, "loss_maskiou": 0.006630816438701004, "loss_sem_seg": 0.27293455647304654, "lr": 0.01, "mask_rcnn/accuracy": 0.886720292955892, "mask_rcnn/false_negative": 0.09972234869261766, "mask_rcnn/false_positive": 0.13966580493895855, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 25.0, "time": 0.7615735260769725, "total_loss": 1.632218391088827} {"data_time": 0.014879323542118073, "eta_seconds": 110834.80564125627, "iteration": 127479, "loss_fcos_cls": 0.2579964410979301, "loss_fcos_ctr": 0.6176182921044528, "loss_fcos_loc": 0.19386458440567367, "loss_mask": 0.26778762973845005, "loss_maskiou": 0.005583782694884576, "loss_sem_seg": 0.30580660328269005, "lr": 0.01, "mask_rcnn/accuracy": 0.8651617883995704, "mask_rcnn/false_negative": 0.11221260116884163, "mask_rcnn/false_positive": 0.1467381056557947, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.7607360566034913, "total_loss": 1.630683166491508} {"data_time": 0.016059063374996185, "eta_seconds": 110819.25217115134, "iteration": 127499, "loss_fcos_cls": 0.26744058076292276, "loss_fcos_ctr": 0.6204362073913217, "loss_fcos_loc": 0.19712597783654928, "loss_mask": 0.27026671171188354, "loss_maskiou": 0.005433637008536607, "loss_sem_seg": 0.3375192992389202, "lr": 0.01, "mask_rcnn/accuracy": 0.8670509946402803, "mask_rcnn/false_negative": 0.1156950939210773, "mask_rcnn/false_positive": 0.15868041744489025, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7761677457019687, "total_loss": 1.715429849231441} {"data_time": 0.016150960698723793, "eta_seconds": 110945.45016304776, "iteration": 127519, "loss_fcos_cls": 0.2779037372674793, "loss_fcos_ctr": 0.6218112800270319, "loss_fcos_loc": 0.20186869567260146, "loss_mask": 0.270901161711663, "loss_maskiou": 0.005842151236720383, "loss_sem_seg": 0.29739488707855344, "lr": 0.01, "mask_rcnn/accuracy": 0.8890001576473285, "mask_rcnn/false_negative": 0.08279985489205026, "mask_rcnn/false_positive": 0.16027857013453234, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7880491642281413, "total_loss": 1.693266838992713} {"data_time": 0.01607990451157093, "eta_seconds": 110929.87679534778, "iteration": 127539, "loss_fcos_cls": 0.2638724136631936, "loss_fcos_ctr": 0.6200801432132721, "loss_fcos_loc": 0.19986702734604478, "loss_mask": 0.2796772625297308, "loss_maskiou": 0.005899970885366201, "loss_sem_seg": 0.2864111950621009, "lr": 0.01, "mask_rcnn/accuracy": 0.8780196737786023, "mask_rcnn/false_negative": 0.08348354547766643, "mask_rcnn/false_positive": 0.1543738897302795, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7822504183277488, "total_loss": 1.652570190228289} {"data_time": 0.017013540491461754, "eta_seconds": 110794.10287030227, "iteration": 127559, "loss_fcos_cls": 0.24906568787992, "loss_fcos_ctr": 0.6202830439433455, "loss_fcos_loc": 0.18916097679175436, "loss_mask": 0.26998930890113115, "loss_maskiou": 0.005954234977252781, "loss_sem_seg": 0.2771839303895831, "lr": 0.01, "mask_rcnn/accuracy": 0.8880647026504914, "mask_rcnn/false_negative": 0.08656999018498472, "mask_rcnn/false_positive": 0.13664578440741076, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 38.75, "time": 0.7752264002338052, "total_loss": 1.6135448113200255} {"data_time": 0.01637829840183258, "eta_seconds": 110730.43855406996, "iteration": 127579, "loss_fcos_cls": 0.26144409412518144, "loss_fcos_ctr": 0.6221445929259062, "loss_fcos_loc": 0.2054870185093023, "loss_mask": 0.2807611459866166, "loss_maskiou": 0.00630570798239205, "loss_sem_seg": 0.2666710955090821, "lr": 0.01, "mask_rcnn/accuracy": 0.875841151176352, "mask_rcnn/false_negative": 0.10882997972210956, "mask_rcnn/false_positive": 0.1425132025981407, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7718956870958209, "total_loss": 1.6380427896219771} {"data_time": 0.015580765902996063, "eta_seconds": 110733.45195054822, "iteration": 127599, "loss_fcos_cls": 0.2676866080146283, "loss_fcos_ctr": 0.6208440149202943, "loss_fcos_loc": 0.20654349587857723, "loss_mask": 0.2909018024802208, "loss_maskiou": 0.006240881790290587, "loss_sem_seg": 0.3161470824852586, "lr": 0.01, "mask_rcnn/accuracy": 0.8715246283698665, "mask_rcnn/false_negative": 0.09699165807263499, "mask_rcnn/false_positive": 0.15225382200681906, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 39.25, "time": 0.7727220011875033, "total_loss": 1.6932729335094336} {"data_time": 0.017180406488478184, "eta_seconds": 110686.23171148822, "iteration": 127619, "loss_fcos_cls": 0.26716931257396936, "loss_fcos_ctr": 0.6203517904505134, "loss_fcos_loc": 0.20194558519870043, "loss_mask": 0.28263981454074383, "loss_maskiou": 0.006158995325677097, "loss_sem_seg": 0.29545961832627654, "lr": 0.01, "mask_rcnn/accuracy": 0.8751219237695078, "mask_rcnn/false_negative": 0.10111714788971114, "mask_rcnn/false_positive": 0.13922456205467099, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7720187800005078, "total_loss": 1.672058123156603} {"data_time": 0.016424421221017838, "eta_seconds": 110702.34726674668, "iteration": 127639, "loss_fcos_cls": 0.26159071642905474, "loss_fcos_ctr": 0.6231720941141248, "loss_fcos_loc": 0.20895540062338114, "loss_mask": 0.27351241651922464, "loss_maskiou": 0.0060686166607411, "loss_sem_seg": 0.30489656515419483, "lr": 0.01, "mask_rcnn/accuracy": 0.865293731396722, "mask_rcnn/false_negative": 0.09871196570497703, "mask_rcnn/false_positive": 0.15013445523489816, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.25, "time": 0.7793724630028009, "total_loss": 1.6926995841276948} {"data_time": 0.01441717054694891, "eta_seconds": 110686.79492484592, "iteration": 127659, "loss_fcos_cls": 0.2547969687730074, "loss_fcos_ctr": 0.6212818855419755, "loss_fcos_loc": 0.19637878553476185, "loss_mask": 0.27972136344760656, "loss_maskiou": 0.006032274221070111, "loss_sem_seg": 0.30757561372593045, "lr": 0.01, "mask_rcnn/accuracy": 0.874139030612245, "mask_rcnn/false_negative": 0.10509838057181514, "mask_rcnn/false_positive": 0.1770356952276388, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.0, "time": 0.8015083633363247, "total_loss": 1.6693296861776616} {"data_time": 0.01783634629100561, "eta_seconds": 110687.63888226822, "iteration": 127679, "loss_fcos_cls": 0.260533059714362, "loss_fcos_ctr": 0.6210344154387712, "loss_fcos_loc": 0.2023141412064433, "loss_mask": 0.27563476003706455, "loss_maskiou": 0.005874884911463596, "loss_sem_seg": 0.2994102626107633, "lr": 0.01, "mask_rcnn/accuracy": 0.9095622772918691, "mask_rcnn/false_negative": 0.07945025824421523, "mask_rcnn/false_positive": 0.09743054293284129, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 21.0, "time": 0.7754103681072593, "total_loss": 1.6752897129626945} {"data_time": 0.016771278344094753, "eta_seconds": 110624.04013721272, "iteration": 127699, "loss_fcos_cls": 0.25409375759772956, "loss_fcos_ctr": 0.6222452558577061, "loss_fcos_loc": 0.2019095071591437, "loss_mask": 0.267467113211751, "loss_maskiou": 0.0056858273383113556, "loss_sem_seg": 0.2920635329792276, "lr": 0.01, "mask_rcnn/accuracy": 0.8851651589659372, "mask_rcnn/false_negative": 0.07831141930805932, "mask_rcnn/false_positive": 0.16521459152152962, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.25, "time": 0.7752011371776462, "total_loss": 1.6315982390806312} {"data_time": 0.01671679876744747, "eta_seconds": 110640.13789914362, "iteration": 127719, "loss_fcos_cls": 0.25888209184631705, "loss_fcos_ctr": 0.6210494078695774, "loss_fcos_loc": 0.20245325460564345, "loss_mask": 0.2738349214196205, "loss_maskiou": 0.006417033459001686, "loss_sem_seg": 0.29534282768145204, "lr": 0.01, "mask_rcnn/accuracy": 0.8759294555890538, "mask_rcnn/false_negative": 0.11870224438205157, "mask_rcnn/false_positive": 0.13009014224322266, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.7875985810533166, "total_loss": 1.6342580654891208} {"data_time": 0.015561501495540142, "eta_seconds": 110697.96563156694, "iteration": 127739, "loss_fcos_cls": 0.24684440367855132, "loss_fcos_ctr": 0.6202130280435085, "loss_fcos_loc": 0.1972633627592586, "loss_mask": 0.26147041097283363, "loss_maskiou": 0.005382577335694805, "loss_sem_seg": 0.2837940133176744, "lr": 0.01, "mask_rcnn/accuracy": 0.8891871340236228, "mask_rcnn/false_negative": 0.09294821950033984, "mask_rcnn/false_positive": 0.12496705994179881, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7890198100358248, "total_loss": 1.63241724690306} {"data_time": 0.015408184379339218, "eta_seconds": 110773.96739818621, "iteration": 127759, "loss_fcos_cls": 0.2731783422641456, "loss_fcos_ctr": 0.6218199748545885, "loss_fcos_loc": 0.20307893410790712, "loss_mask": 0.27095960825681686, "loss_maskiou": 0.006237707340915222, "loss_sem_seg": 0.2883402560837567, "lr": 0.01, "mask_rcnn/accuracy": 0.8810983756150681, "mask_rcnn/false_negative": 0.09301531658380752, "mask_rcnn/false_positive": 0.14029537633912795, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7796791335567832, "total_loss": 1.6871292964206077} {"data_time": 0.017034532502293587, "eta_seconds": 110776.44145380333, "iteration": 127779, "loss_fcos_cls": 0.2671379076782614, "loss_fcos_ctr": 0.6214343369938433, "loss_fcos_loc": 0.20258322719018906, "loss_mask": 0.29125343449413776, "loss_maskiou": 0.00695257933693938, "loss_sem_seg": 0.3035197565332055, "lr": 0.01, "mask_rcnn/accuracy": 0.8652414603818457, "mask_rcnn/false_negative": 0.1088293647333991, "mask_rcnn/false_positive": 0.1496738168800979, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.75, "time": 0.8001040350645781, "total_loss": 1.6684776881229482} {"data_time": 0.017269856296479702, "eta_seconds": 110760.86338284984, "iteration": 127799, "loss_fcos_cls": 0.2740349497180432, "loss_fcos_ctr": 0.6223708428442478, "loss_fcos_loc": 0.20932468678802252, "loss_mask": 0.28558453265577555, "loss_maskiou": 0.006707186214043759, "loss_sem_seg": 0.29983020783402026, "lr": 0.01, "mask_rcnn/accuracy": 0.8725766307307853, "mask_rcnn/false_negative": 0.09088419096678665, "mask_rcnn/false_positive": 0.15119469479375938, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.75, "time": 0.787228737026453, "total_loss": 1.6948797311852104} {"data_time": 0.016068879514932632, "eta_seconds": 110766.7036605496, "iteration": 127819, "loss_fcos_cls": 0.27852883405284956, "loss_fcos_ctr": 0.6215664767660201, "loss_fcos_loc": 0.21468802960589528, "loss_mask": 0.28304815851151943, "loss_maskiou": 0.006040963184204884, "loss_sem_seg": 0.2914557261392474, "lr": 0.01, "mask_rcnn/accuracy": 0.8825617499869847, "mask_rcnn/false_negative": 0.0878173066772818, "mask_rcnn/false_positive": 0.13597376135089295, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.783890807069838, "total_loss": 1.6956699884904083} {"data_time": 0.01642558816820383, "eta_seconds": 110729.70724094287, "iteration": 127839, "loss_fcos_cls": 0.2696996721206233, "loss_fcos_ctr": 0.6237508137710392, "loss_fcos_loc": 0.20815310976468027, "loss_mask": 0.28506275825202465, "loss_maskiou": 0.006235736349481158, "loss_sem_seg": 0.2746141813695431, "lr": 0.01, "mask_rcnn/accuracy": 0.8666324612551788, "mask_rcnn/false_negative": 0.10289568334291652, "mask_rcnn/false_positive": 0.13453352920732536, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7702671186998487, "total_loss": 1.688735923711647} {"data_time": 0.016067919321358204, "eta_seconds": 110735.54149298556, "iteration": 127859, "loss_fcos_cls": 0.26793772261589766, "loss_fcos_ctr": 0.6226924727670848, "loss_fcos_loc": 0.2102488388773054, "loss_mask": 0.2717255102470517, "loss_maskiou": 0.005750852928031236, "loss_sem_seg": 0.314195326063782, "lr": 0.01, "mask_rcnn/accuracy": 0.8781927531927531, "mask_rcnn/false_negative": 0.09999115005719686, "mask_rcnn/false_positive": 0.1472555130267636, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.25, "time": 0.7783412467688322, "total_loss": 1.7007269277091837} {"data_time": 0.01632113754749298, "eta_seconds": 110748.57568947412, "iteration": 127879, "loss_fcos_cls": 0.259948416845873, "loss_fcos_ctr": 0.6219673906452954, "loss_fcos_loc": 0.2054596187081188, "loss_mask": 0.28693073336035013, "loss_maskiou": 0.005921222458709963, "loss_sem_seg": 0.321445400826633, "lr": 0.01, "mask_rcnn/accuracy": 0.8767001481443641, "mask_rcnn/false_negative": 0.11603570542626078, "mask_rcnn/false_positive": 0.13254616560628746, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7755796359851956, "total_loss": 1.7155826212110696} {"data_time": 0.015714208595454693, "eta_seconds": 110715.4907487575, "iteration": 127899, "loss_fcos_cls": 0.26784939761273563, "loss_fcos_ctr": 0.6201454130932689, "loss_fcos_loc": 0.19936632562894374, "loss_mask": 0.27352998964488506, "loss_maskiou": 0.005956739230896346, "loss_sem_seg": 0.2617606639396399, "lr": 0.01, "mask_rcnn/accuracy": 0.9048168268715757, "mask_rcnn/false_negative": 0.07970625836818446, "mask_rcnn/false_positive": 0.12562055183253032, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.25, "time": 0.7736591305583715, "total_loss": 1.6184142437923583} {"data_time": 0.016080208122730255, "eta_seconds": 110729.67024485208, "iteration": 127919, "loss_fcos_cls": 0.26411192456725985, "loss_fcos_ctr": 0.6220752513036132, "loss_fcos_loc": 0.20214685378596187, "loss_mask": 0.27969509456306696, "loss_maskiou": 0.005512879186426289, "loss_sem_seg": 0.2918306151404977, "lr": 0.01, "mask_rcnn/accuracy": 0.889212931992758, "mask_rcnn/false_negative": 0.08878529743292071, "mask_rcnn/false_positive": 0.13188747070583262, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 35.75, "time": 0.7842207970097661, "total_loss": 1.678276434831787} {"data_time": 0.016730284318327904, "eta_seconds": 110719.20981469844, "iteration": 127939, "loss_fcos_cls": 0.2535132324555889, "loss_fcos_ctr": 0.6209739465266466, "loss_fcos_loc": 0.19787538971286267, "loss_mask": 0.26779749896377325, "loss_maskiou": 0.005429690281744115, "loss_sem_seg": 0.2651904048398137, "lr": 0.01, "mask_rcnn/accuracy": 0.8721455627705628, "mask_rcnn/false_negative": 0.09487617464511955, "mask_rcnn/false_positive": 0.15075619324918949, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.75, "time": 0.7521709585562348, "total_loss": 1.6078303203976247} {"data_time": 0.016660548746585846, "eta_seconds": 110686.23524678685, "iteration": 127959, "loss_fcos_cls": 0.24841654230840504, "loss_fcos_ctr": 0.6195592945441604, "loss_fcos_loc": 0.2017904701642692, "loss_mask": 0.26439120434224606, "loss_maskiou": 0.005829276968142949, "loss_sem_seg": 0.2546163056977093, "lr": 0.01, "mask_rcnn/accuracy": 0.8775492718031614, "mask_rcnn/false_negative": 0.09390970343944507, "mask_rcnn/false_positive": 0.13294031056304445, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.5, "time": 0.7590117547661066, "total_loss": 1.6039822522870963} {"data_time": 0.019306978210806847, "eta_seconds": 110688.0346970195, "iteration": 127979, "loss_fcos_cls": 0.263476011576131, "loss_fcos_ctr": 0.6213822406716645, "loss_fcos_loc": 0.21077469224110246, "loss_mask": 0.287088162265718, "loss_maskiou": 0.006325024020043202, "loss_sem_seg": 0.2783538247458637, "lr": 0.01, "mask_rcnn/accuracy": 0.8658442886700434, "mask_rcnn/false_negative": 0.10681654354275699, "mask_rcnn/false_positive": 0.16818848105987272, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.25, "time": 0.7846254771575332, "total_loss": 1.65961267973762} {"data_time": 0.017322304658591747, "eta_seconds": 110728.472464093, "iteration": 127999, "loss_fcos_cls": 0.26230739313177764, "loss_fcos_ctr": 0.6223060190677643, "loss_fcos_loc": 0.20579794934019446, "loss_mask": 0.2765838112682104, "loss_maskiou": 0.005979554101941176, "loss_sem_seg": 0.29202689742669463, "lr": 0.01, "mask_rcnn/accuracy": 0.8726890540699038, "mask_rcnn/false_negative": 0.11227817498585396, "mask_rcnn/false_positive": 0.141779578694383, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.7835334278643131, "total_loss": 1.680672343893093} {"data_time": 0.019170119427144527, "eta_seconds": 110721.42383983824, "iteration": 128019, "loss_fcos_cls": 0.27314430801197886, "loss_fcos_ctr": 0.6219681296497583, "loss_fcos_loc": 0.19733780366368592, "loss_mask": 0.2742698513902724, "loss_maskiou": 0.005852729140315205, "loss_sem_seg": 0.2721380298025906, "lr": 0.01, "mask_rcnn/accuracy": 0.879100967310001, "mask_rcnn/false_negative": 0.0961462436192074, "mask_rcnn/false_positive": 0.16327697838397665, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7832271056249738, "total_loss": 1.6466388720691612} {"data_time": 0.01688486710190773, "eta_seconds": 110687.20757850725, "iteration": 128039, "loss_fcos_cls": 0.2728173225186765, "loss_fcos_ctr": 0.6215619146823883, "loss_fcos_loc": 0.20281616155989468, "loss_mask": 0.2785584321245551, "loss_maskiou": 0.006559135945281014, "loss_sem_seg": 0.29988701501861215, "lr": 0.01, "mask_rcnn/accuracy": 0.8898952934348343, "mask_rcnn/false_negative": 0.0826903607674793, "mask_rcnn/false_positive": 0.14035645232249871, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.0, "time": 0.7752854805439711, "total_loss": 1.6810629042229266} {"data_time": 0.016267298720777035, "eta_seconds": 110625.68446166161, "iteration": 128059, "loss_fcos_cls": 0.26729018171317875, "loss_fcos_ctr": 0.6222051149234176, "loss_fcos_loc": 0.21478006325196475, "loss_mask": 0.27162729436531663, "loss_maskiou": 0.005888312560273334, "loss_sem_seg": 0.28880339092575014, "lr": 0.01, "mask_rcnn/accuracy": 0.8911833964354973, "mask_rcnn/false_negative": 0.09905688042839211, "mask_rcnn/false_positive": 0.1529991262871928, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7669036267325282, "total_loss": 1.6758703503437573} {"data_time": 0.015500551089644432, "eta_seconds": 110614.11248813756, "iteration": 128079, "loss_fcos_cls": 0.262970867799595, "loss_fcos_ctr": 0.6201438792049885, "loss_fcos_loc": 0.1979870084905997, "loss_mask": 0.27423997037112713, "loss_maskiou": 0.005942620191490278, "loss_sem_seg": 0.3095050547271967, "lr": 0.01, "mask_rcnn/accuracy": 0.8876516066953097, "mask_rcnn/false_negative": 0.10595789735036026, "mask_rcnn/false_positive": 0.1261892780895402, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.0, "time": 0.7891627047210932, "total_loss": 1.6871436732035363} {"data_time": 0.016937006264925003, "eta_seconds": 110616.89597478975, "iteration": 128099, "loss_fcos_cls": 0.26849897881038487, "loss_fcos_ctr": 0.6213041190057993, "loss_fcos_loc": 0.20044447074178606, "loss_mask": 0.27439842000603676, "loss_maskiou": 0.005950146995019168, "loss_sem_seg": 0.26626245956867933, "lr": 0.01, "mask_rcnn/accuracy": 0.8707319466248038, "mask_rcnn/false_negative": 0.09748131106317555, "mask_rcnn/false_positive": 0.14550777069188486, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.25, "time": 0.7829253850504756, "total_loss": 1.6339169554194086} {"data_time": 0.016877473331987858, "eta_seconds": 110573.80187364854, "iteration": 128119, "loss_fcos_cls": 0.2573073017410934, "loss_fcos_ctr": 0.619511965662241, "loss_fcos_loc": 0.1950637619011104, "loss_mask": 0.2848396962508559, "loss_maskiou": 0.005832271694089286, "loss_sem_seg": 0.28393278818111867, "lr": 0.01, "mask_rcnn/accuracy": 0.8835449205757923, "mask_rcnn/false_negative": 0.08266803933486469, "mask_rcnn/false_positive": 0.15782354383954963, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7916709994897246, "total_loss": 1.6657821900371346} {"data_time": 0.015416700392961502, "eta_seconds": 110548.4553217655, "iteration": 128139, "loss_fcos_cls": 0.27148206206038594, "loss_fcos_ctr": 0.6235061902552843, "loss_fcos_loc": 0.20747763628605753, "loss_mask": 0.28696769662201405, "loss_maskiou": 0.005832242546603084, "loss_sem_seg": 0.2752554495818913, "lr": 0.01, "mask_rcnn/accuracy": 0.8663095221395707, "mask_rcnn/false_negative": 0.09934036105297964, "mask_rcnn/false_positive": 0.14431287186157585, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.25, "time": 0.7854902073740959, "total_loss": 1.7037406073068269} {"data_time": 0.016849234700202942, "eta_seconds": 110547.74666746426, "iteration": 128159, "loss_fcos_cls": 0.2841493042651564, "loss_fcos_ctr": 0.624045992270112, "loss_fcos_loc": 0.20953894825652242, "loss_mask": 0.28977476991713047, "loss_maskiou": 0.006135354022262618, "loss_sem_seg": 0.3186130109243095, "lr": 0.01, "mask_rcnn/accuracy": 0.8825621627961528, "mask_rcnn/false_negative": 0.09003442098869516, "mask_rcnn/false_positive": 0.15697828239490158, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7791518541052938, "total_loss": 1.7332115861645434} {"data_time": 0.015235967002809048, "eta_seconds": 110554.53311844636, "iteration": 128179, "loss_fcos_cls": 0.2683551103109494, "loss_fcos_ctr": 0.624303094111383, "loss_fcos_loc": 0.21184942009858787, "loss_mask": 0.2789035178720951, "loss_maskiou": 0.005976380249194335, "loss_sem_seg": 0.3029458890669048, "lr": 0.01, "mask_rcnn/accuracy": 0.8582329593769326, "mask_rcnn/false_negative": 0.12190914222142651, "mask_rcnn/false_positive": 0.1420552746373459, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.5, "time": 0.7821398610249162, "total_loss": 1.673547497986874} {"data_time": 0.015994264744222164, "eta_seconds": 110562.45533519704, "iteration": 128199, "loss_fcos_cls": 0.2668385694269091, "loss_fcos_ctr": 0.6204160889610648, "loss_fcos_loc": 0.19679359486326575, "loss_mask": 0.274898549541831, "loss_maskiou": 0.0053431575652211905, "loss_sem_seg": 0.2992747207172215, "lr": 0.01, "mask_rcnn/accuracy": 0.8776446906887755, "mask_rcnn/false_negative": 0.09360294918493833, "mask_rcnn/false_positive": 0.15260204093966895, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.75, "time": 0.7988637182861567, "total_loss": 1.6673217557399767} {"data_time": 0.01722177490592003, "eta_seconds": 110546.86130478326, "iteration": 128219, "loss_fcos_cls": 0.26201208122074604, "loss_fcos_ctr": 0.6225691037252545, "loss_fcos_loc": 0.20379244931973517, "loss_mask": 0.2711642957292497, "loss_maskiou": 0.006010753557347925, "loss_sem_seg": 0.29478545137681067, "lr": 0.01, "mask_rcnn/accuracy": 0.886215793135436, "mask_rcnn/false_negative": 0.08724141749490985, "mask_rcnn/false_positive": 0.12318481436553307, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.5, "time": 0.7771246302872896, "total_loss": 1.6735606637739693} {"data_time": 0.015961128287017345, "eta_seconds": 110509.9213048555, "iteration": 128239, "loss_fcos_cls": 0.27454401389695704, "loss_fcos_ctr": 0.6212882343679667, "loss_fcos_loc": 0.20408211834728718, "loss_mask": 0.26781155494973063, "loss_maskiou": 0.006486704252893105, "loss_sem_seg": 0.273873430211097, "lr": 0.01, "mask_rcnn/accuracy": 0.8842869731346821, "mask_rcnn/false_negative": 0.07677142767131065, "mask_rcnn/false_positive": 0.15928123406831096, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.75, "time": 0.7655195109546185, "total_loss": 1.6388125433441019} {"data_time": 0.016731295734643936, "eta_seconds": 110485.04745035525, "iteration": 128259, "loss_fcos_cls": 0.26700878981500864, "loss_fcos_ctr": 0.6198745956644416, "loss_fcos_loc": 0.19888481590896845, "loss_mask": 0.26535287592560053, "loss_maskiou": 0.005316586251865374, "loss_sem_seg": 0.2759278938174248, "lr": 0.01, "mask_rcnn/accuracy": 0.9056629152202593, "mask_rcnn/false_negative": 0.07510000766260609, "mask_rcnn/false_positive": 0.12285521534823612, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.25, "time": 0.7821226995438337, "total_loss": 1.621876350214734} {"data_time": 0.017366536892950535, "eta_seconds": 110507.05372167286, "iteration": 128279, "loss_fcos_cls": 0.265074048191309, "loss_fcos_ctr": 0.6225376836955547, "loss_fcos_loc": 0.20094607351347804, "loss_mask": 0.2726760325022042, "loss_maskiou": 0.0056612734333612025, "loss_sem_seg": 0.2923822272568941, "lr": 0.01, "mask_rcnn/accuracy": 0.8648065961544436, "mask_rcnn/false_negative": 0.12051103004678165, "mask_rcnn/false_positive": 0.16868824813017325, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.80650844424963, "total_loss": 1.6384388530859724} {"data_time": 0.017177844420075417, "eta_seconds": 110494.54071896989, "iteration": 128299, "loss_fcos_cls": 0.26146195037290454, "loss_fcos_ctr": 0.6194586707279086, "loss_fcos_loc": 0.19492984819225967, "loss_mask": 0.26150248385965824, "loss_maskiou": 0.005904742058191914, "loss_sem_seg": 0.2862699469551444, "lr": 0.01, "mask_rcnn/accuracy": 0.8843655117414198, "mask_rcnn/false_negative": 0.1018385072733027, "mask_rcnn/false_positive": 0.13655047898936543, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.75, "time": 0.7745154481381178, "total_loss": 1.642708571111143} {"data_time": 0.015705873258411884, "eta_seconds": 110491.03630904295, "iteration": 128319, "loss_fcos_cls": 0.26674747932702303, "loss_fcos_ctr": 0.621759488247335, "loss_fcos_loc": 0.19967741705477238, "loss_mask": 0.2824628818780184, "loss_maskiou": 0.005681802271283232, "loss_sem_seg": 0.2867580601014197, "lr": 0.01, "mask_rcnn/accuracy": 0.8820242885886749, "mask_rcnn/false_negative": 0.10385340221311068, "mask_rcnn/false_positive": 0.13564450924657437, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.5, "time": 0.7862489083781838, "total_loss": 1.6725930297325249} {"data_time": 0.018153803423047066, "eta_seconds": 110463.34981962014, "iteration": 128339, "loss_fcos_cls": 0.26048635586630553, "loss_fcos_ctr": 0.6205580765381455, "loss_fcos_loc": 0.20048527652397752, "loss_mask": 0.27326150657609105, "loss_maskiou": 0.005984961608191952, "loss_sem_seg": 0.305346239823848, "lr": 0.01, "mask_rcnn/accuracy": 0.8613403170192562, "mask_rcnn/false_negative": 0.11034887505826498, "mask_rcnn/false_positive": 0.15425603955995673, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.25, "time": 0.7808501198887825, "total_loss": 1.6649358140712138} {"data_time": 0.016002641059458256, "eta_seconds": 110459.84199609794, "iteration": 128359, "loss_fcos_cls": 0.25236221810337156, "loss_fcos_ctr": 0.6191704040393233, "loss_fcos_loc": 0.19150254246778786, "loss_mask": 0.26766472589224577, "loss_maskiou": 0.0059076477627968416, "loss_sem_seg": 0.3300870240200311, "lr": 0.01, "mask_rcnn/accuracy": 0.8734880905914278, "mask_rcnn/false_negative": 0.09867013572846381, "mask_rcnn/false_positive": 0.13269364017418303, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7811763780191541, "total_loss": 1.6551550825679442} {"data_time": 0.017933528870344162, "eta_seconds": 110444.24483962543, "iteration": 128379, "loss_fcos_cls": 0.25745691964402795, "loss_fcos_ctr": 0.6198740256950259, "loss_fcos_loc": 0.20179497776553035, "loss_mask": 0.2776168994605541, "loss_maskiou": 0.00563797647919273, "loss_sem_seg": 0.2730323551222682, "lr": 0.01, "mask_rcnn/accuracy": 0.8699363004130223, "mask_rcnn/false_negative": 0.07224603985086361, "mask_rcnn/false_positive": 0.17524239000866376, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.5, "time": 0.772882710210979, "total_loss": 1.636731055979908} {"data_time": 0.015379359945654869, "eta_seconds": 110422.48603109177, "iteration": 128399, "loss_fcos_cls": 0.27611103979870677, "loss_fcos_ctr": 0.6226689284667373, "loss_fcos_loc": 0.21340642170980573, "loss_mask": 0.2800726564601064, "loss_maskiou": 0.0056081710863509215, "loss_sem_seg": 0.3124113823287189, "lr": 0.01, "mask_rcnn/accuracy": 0.8824440198591401, "mask_rcnn/false_negative": 0.0905131681052265, "mask_rcnn/false_positive": 0.13892732052990714, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7846392802894115, "total_loss": 1.7035987293784274} {"data_time": 0.01580173149704933, "eta_seconds": 110400.25058382004, "iteration": 128419, "loss_fcos_cls": 0.25720578571781516, "loss_fcos_ctr": 0.6228803638368845, "loss_fcos_loc": 0.19942084793001413, "loss_mask": 0.278639062307775, "loss_maskiou": 0.006266436917940155, "loss_sem_seg": 0.2670426033437252, "lr": 0.01, "mask_rcnn/accuracy": 0.8751959322098304, "mask_rcnn/false_negative": 0.10487713848518562, "mask_rcnn/false_positive": 0.15515054601825273, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.5, "time": 0.7813873589038849, "total_loss": 1.6396870518510696} {"data_time": 0.016807304695248604, "eta_seconds": 110384.6552354917, "iteration": 128439, "loss_fcos_cls": 0.26616442285012454, "loss_fcos_ctr": 0.6218348769471049, "loss_fcos_loc": 0.20114691578783095, "loss_mask": 0.2680671587586403, "loss_maskiou": 0.005393872474087402, "loss_sem_seg": 0.2843017168343067, "lr": 0.01, "mask_rcnn/accuracy": 0.8698003716572835, "mask_rcnn/false_negative": 0.09430656039472496, "mask_rcnn/false_positive": 0.13941327843644352, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.7777802553027868, "total_loss": 1.6614274274761556} {"data_time": 0.017704231664538383, "eta_seconds": 110408.71869210433, "iteration": 128459, "loss_fcos_cls": 0.27847432834096253, "loss_fcos_ctr": 0.6217476017773151, "loss_fcos_loc": 0.20822351792594418, "loss_mask": 0.27408666908741, "loss_maskiou": 0.0056254680384881794, "loss_sem_seg": 0.29712268617004156, "lr": 0.01, "mask_rcnn/accuracy": 0.8780409059882457, "mask_rcnn/false_negative": 0.11570123873756943, "mask_rcnn/false_positive": 0.1349183637733733, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.0, "time": 0.781191167421639, "total_loss": 1.6704734630329767} {"data_time": 0.017569695599377155, "eta_seconds": 110393.11773991492, "iteration": 128479, "loss_fcos_cls": 0.2721157798077911, "loss_fcos_ctr": 0.6209244958590716, "loss_fcos_loc": 0.2070407581049949, "loss_mask": 0.2892276346683502, "loss_maskiou": 0.005954930391453672, "loss_sem_seg": 0.3339678179472685, "lr": 0.01, "mask_rcnn/accuracy": 0.8858181685340534, "mask_rcnn/false_negative": 0.08170251540563055, "mask_rcnn/false_positive": 0.14424974356919226, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.7628572368994355, "total_loss": 1.7290720789751504} {"data_time": 0.016650961712002754, "eta_seconds": 110399.15649122559, "iteration": 128499, "loss_fcos_cls": 0.27396043622866273, "loss_fcos_ctr": 0.6240283893421292, "loss_fcos_loc": 0.20672343228943646, "loss_mask": 0.29055203311145306, "loss_maskiou": 0.005950020786258392, "loss_sem_seg": 0.31139451870694757, "lr": 0.01, "mask_rcnn/accuracy": 0.8629815832371922, "mask_rcnn/false_negative": 0.12552485322398185, "mask_rcnn/false_positive": 0.14553742834573896, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.7770556500181556, "total_loss": 1.7330318754429754} {"data_time": 0.016057973727583885, "eta_seconds": 110368.89263135567, "iteration": 128519, "loss_fcos_cls": 0.26063699135556817, "loss_fcos_ctr": 0.6225105468183756, "loss_fcos_loc": 0.20218964759260416, "loss_mask": 0.26607995480298996, "loss_maskiou": 0.005692156235454604, "loss_sem_seg": 0.31166032468900084, "lr": 0.01, "mask_rcnn/accuracy": 0.8897893209007741, "mask_rcnn/false_negative": 0.0769185779703655, "mask_rcnn/false_positive": 0.1311312263318133, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.5, "time": 0.7772962702438235, "total_loss": 1.6881615078018513} {"data_time": 0.018138433806598186, "eta_seconds": 110397.05415205378, "iteration": 128539, "loss_fcos_cls": 0.2697735468391329, "loss_fcos_ctr": 0.6237184135243297, "loss_fcos_loc": 0.20610564528033137, "loss_mask": 0.28124408423900604, "loss_maskiou": 0.0062810170638840646, "loss_sem_seg": 0.3041069367900491, "lr": 0.01, "mask_rcnn/accuracy": 0.8732572581125926, "mask_rcnn/false_negative": 0.10200331291839532, "mask_rcnn/false_positive": 0.14708639604451618, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.8007402382791042, "total_loss": 1.7377762547548627} {"data_time": 0.017752399668097496, "eta_seconds": 110381.4460262591, "iteration": 128559, "loss_fcos_cls": 0.2678929311805405, "loss_fcos_ctr": 0.6197248306125402, "loss_fcos_loc": 0.19994611339643598, "loss_mask": 0.28234484046697617, "loss_maskiou": 0.006244801876164274, "loss_sem_seg": 0.2709488379769027, "lr": 0.01, "mask_rcnn/accuracy": 0.8719720229582378, "mask_rcnn/false_negative": 0.10193816749036014, "mask_rcnn/false_positive": 0.15174158956597444, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.75, "time": 0.7749337861314416, "total_loss": 1.6375792372782598} {"data_time": 0.01768487971276045, "eta_seconds": 110393.6534333257, "iteration": 128579, "loss_fcos_cls": 0.267149003688246, "loss_fcos_ctr": 0.621491203084588, "loss_fcos_loc": 0.20426747296005487, "loss_mask": 0.2740036454051733, "loss_maskiou": 0.005804458483908093, "loss_sem_seg": 0.3244174080900848, "lr": 0.01, "mask_rcnn/accuracy": 0.8702977158605378, "mask_rcnn/false_negative": 0.10016353522162272, "mask_rcnn/false_positive": 0.14849184118542813, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.7902036216109991, "total_loss": 1.705833626059757} {"data_time": 0.016049480997025967, "eta_seconds": 110379.3298282167, "iteration": 128599, "loss_fcos_cls": 0.26032787445001304, "loss_fcos_ctr": 0.6232679327949882, "loss_fcos_loc": 0.21295243233907968, "loss_mask": 0.28164388658478856, "loss_maskiou": 0.006445923936553299, "loss_sem_seg": 0.29728506971150637, "lr": 0.01, "mask_rcnn/accuracy": 0.8787114384169392, "mask_rcnn/false_negative": 0.10786830933589356, "mask_rcnn/false_positive": 0.14081581609130825, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7744157211855054, "total_loss": 1.6830449557091924} {"data_time": 0.017672734335064888, "eta_seconds": 110376.06585423276, "iteration": 128619, "loss_fcos_cls": 0.2796407616697252, "loss_fcos_ctr": 0.6207025712355971, "loss_fcos_loc": 0.20442314562387764, "loss_mask": 0.2847274737432599, "loss_maskiou": 0.006645649860729463, "loss_sem_seg": 0.29750343889463693, "lr": 0.01, "mask_rcnn/accuracy": 0.859586353846558, "mask_rcnn/false_negative": 0.10037787586871146, "mask_rcnn/false_positive": 0.19490127949699632, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 40.0, "time": 0.7805658932775259, "total_loss": 1.6935125915988465} {"data_time": 0.01725203264504671, "eta_seconds": 110360.45186566934, "iteration": 128639, "loss_fcos_cls": 0.2557464283891022, "loss_fcos_ctr": 0.6217284770682454, "loss_fcos_loc": 0.19771985232364386, "loss_mask": 0.27336759585887194, "loss_maskiou": 0.006087540357839316, "loss_sem_seg": 0.3044064361602068, "lr": 0.01, "mask_rcnn/accuracy": 0.863762137919684, "mask_rcnn/false_negative": 0.10223160285321992, "mask_rcnn/false_positive": 0.16658151583752395, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.75, "time": 0.77957165800035, "total_loss": 1.6598760210035834} {"data_time": 0.015524821355938911, "eta_seconds": 110300.46640353836, "iteration": 128659, "loss_fcos_cls": 0.27094318298622966, "loss_fcos_ctr": 0.6236605374142528, "loss_fcos_loc": 0.21064406482037157, "loss_mask": 0.29347279015928507, "loss_maskiou": 0.0065028756125684595, "loss_sem_seg": 0.3093402525410056, "lr": 0.01, "mask_rcnn/accuracy": 0.8673959968602826, "mask_rcnn/false_negative": 0.09890313361190278, "mask_rcnn/false_positive": 0.15007209793291643, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7754003498703241, "total_loss": 1.7438573471008567} {"data_time": 0.017036348581314087, "eta_seconds": 110284.85869361646, "iteration": 128679, "loss_fcos_cls": 0.2754852413199842, "loss_fcos_ctr": 0.6235520597547293, "loss_fcos_loc": 0.21119469311088324, "loss_mask": 0.27638875786215067, "loss_maskiou": 0.005987359592836583, "loss_sem_seg": 0.29004807583987713, "lr": 0.01, "mask_rcnn/accuracy": 0.8635427810236997, "mask_rcnn/false_negative": 0.09720846567379117, "mask_rcnn/false_positive": 0.1671080647908494, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.0, "time": 0.7830308405682445, "total_loss": 1.7010070440010168} {"data_time": 0.016096610575914383, "eta_seconds": 110259.46004935075, "iteration": 128699, "loss_fcos_cls": 0.2658540977863595, "loss_fcos_ctr": 0.6211497457697988, "loss_fcos_loc": 0.1987046110443771, "loss_mask": 0.272972971200943, "loss_maskiou": 0.00624915846856311, "loss_sem_seg": 0.29918241733685136, "lr": 0.01, "mask_rcnn/accuracy": 0.8821902611619361, "mask_rcnn/false_negative": 0.10060255448027158, "mask_rcnn/false_positive": 0.12566423783459724, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.0, "time": 0.770733199082315, "total_loss": 1.6575862103200052} {"data_time": 0.015443526208400726, "eta_seconds": 110231.56511227693, "iteration": 128719, "loss_fcos_cls": 0.27454247511923313, "loss_fcos_ctr": 0.6214381800964475, "loss_fcos_loc": 0.203073229000438, "loss_mask": 0.27083105593919754, "loss_maskiou": 0.00561336782266153, "loss_sem_seg": 0.3099630270153284, "lr": 0.01, "mask_rcnn/accuracy": 0.8643419694953081, "mask_rcnn/false_negative": 0.10247983136395582, "mask_rcnn/false_positive": 0.14730429582422833, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.7938861940056086, "total_loss": 1.6768098317461408} {"data_time": 0.018321862444281578, "eta_seconds": 110185.10033909138, "iteration": 128739, "loss_fcos_cls": 0.26387752569280565, "loss_fcos_ctr": 0.6202014107257128, "loss_fcos_loc": 0.20403048512525856, "loss_mask": 0.2761442083865404, "loss_maskiou": 0.005868944193935022, "loss_sem_seg": 0.2977388193830848, "lr": 0.01, "mask_rcnn/accuracy": 0.8939094021649991, "mask_rcnn/false_negative": 0.08218837304616117, "mask_rcnn/false_positive": 0.14970829307994243, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 42.5, "time": 0.7749004624783993, "total_loss": 1.6663523390816408} {"data_time": 0.018159015104174614, "eta_seconds": 110168.04422880616, "iteration": 128759, "loss_fcos_cls": 0.2682490674778819, "loss_fcos_ctr": 0.6215245109051466, "loss_fcos_loc": 0.20110402116551995, "loss_mask": 0.2754809716716409, "loss_maskiou": 0.005958026013104245, "loss_sem_seg": 0.30508966371417046, "lr": 0.01, "mask_rcnn/accuracy": 0.8752849457090528, "mask_rcnn/false_negative": 0.10600283412018419, "mask_rcnn/false_positive": 0.1639863887427137, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7650960255414248, "total_loss": 1.6900868247030303} {"data_time": 0.01651369407773018, "eta_seconds": 110132.30171017535, "iteration": 128779, "loss_fcos_cls": 0.2790756088215858, "loss_fcos_ctr": 0.6229450618848205, "loss_fcos_loc": 0.20180125907063484, "loss_mask": 0.27277596946805716, "loss_maskiou": 0.006404834799468517, "loss_sem_seg": 0.3109990144148469, "lr": 0.01, "mask_rcnn/accuracy": 0.9015743652112007, "mask_rcnn/false_negative": 0.06566487896694173, "mask_rcnn/false_positive": 0.12289051870724213, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.0, "time": 0.7830254146829247, "total_loss": 1.6917289443481422} {"data_time": 0.015442402102053165, "eta_seconds": 110116.70455370285, "iteration": 128799, "loss_fcos_cls": 0.28218649327754974, "loss_fcos_ctr": 0.6209417898207903, "loss_fcos_loc": 0.20700380904600024, "loss_mask": 0.2835233174264431, "loss_maskiou": 0.006412184491637163, "loss_sem_seg": 0.28027450339868665, "lr": 0.01, "mask_rcnn/accuracy": 0.8551574482234044, "mask_rcnn/false_negative": 0.1059125547572192, "mask_rcnn/false_positive": 0.16502082706559817, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7915672427043319, "total_loss": 1.6958383671808406} {"data_time": 0.015818647108972073, "eta_seconds": 110079.04039236996, "iteration": 128819, "loss_fcos_cls": 0.24730014568194747, "loss_fcos_ctr": 0.6230757907032967, "loss_fcos_loc": 0.19697519321925938, "loss_mask": 0.26849819254130125, "loss_maskiou": 0.0058841448844759725, "loss_sem_seg": 0.28012492367997766, "lr": 0.01, "mask_rcnn/accuracy": 0.8772505850630851, "mask_rcnn/false_negative": 0.09187948544625191, "mask_rcnn/false_positive": 0.14022931833118776, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.7735273754224181, "total_loss": 1.635232278800686} {"data_time": 0.015728062018752098, "eta_seconds": 110112.30060050543, "iteration": 128839, "loss_fcos_cls": 0.2730852097738534, "loss_fcos_ctr": 0.6204971135593951, "loss_fcos_loc": 0.2083862388972193, "loss_mask": 0.28518624138087034, "loss_maskiou": 0.006273156890529208, "loss_sem_seg": 0.2971981796436012, "lr": 0.01, "mask_rcnn/accuracy": 0.8852702547184287, "mask_rcnn/false_negative": 0.09018541357877269, "mask_rcnn/false_positive": 0.16477314802460105, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7919148858636618, "total_loss": 1.6837131641295855} {"data_time": 0.019769076257944107, "eta_seconds": 110075.93996589258, "iteration": 128859, "loss_fcos_cls": 0.25557517434936017, "loss_fcos_ctr": 0.6255456954240799, "loss_fcos_loc": 0.21122010448016226, "loss_mask": 0.2924763038754463, "loss_maskiou": 0.0062100950453896075, "loss_sem_seg": 0.2701655544806272, "lr": 0.01, "mask_rcnn/accuracy": 0.861330107729198, "mask_rcnn/false_negative": 0.10203823474932144, "mask_rcnn/false_positive": 0.14688004891736456, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.75, "time": 0.7688667261973023, "total_loss": 1.6744960075302515} {"data_time": 0.016686529852449894, "eta_seconds": 110121.2931544045, "iteration": 128879, "loss_fcos_cls": 0.26704301056452096, "loss_fcos_ctr": 0.6194179179146886, "loss_fcos_loc": 0.20474558044224977, "loss_mask": 0.27888009790331125, "loss_maskiou": 0.006597529863938689, "loss_sem_seg": 0.30552360438741744, "lr": 0.01, "mask_rcnn/accuracy": 0.8772852891156463, "mask_rcnn/false_negative": 0.08532138342203424, "mask_rcnn/false_positive": 0.1436547365322023, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7975926762446761, "total_loss": 1.6884981836701627} {"data_time": 0.017959442920982838, "eta_seconds": 110105.68650576193, "iteration": 128899, "loss_fcos_cls": 0.2528532177093439, "loss_fcos_ctr": 0.6190892895683646, "loss_fcos_loc": 0.20110655098687857, "loss_mask": 0.2652518842369318, "loss_maskiou": 0.0054683077105437405, "loss_sem_seg": 0.29378828639164567, "lr": 0.01, "mask_rcnn/accuracy": 0.8789792524548623, "mask_rcnn/false_negative": 0.10235537474406539, "mask_rcnn/false_positive": 0.15079935463613375, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.75, "time": 0.7786392075940967, "total_loss": 1.6384612195033696} {"data_time": 0.016294186003506184, "eta_seconds": 110056.85386252776, "iteration": 128919, "loss_fcos_cls": 0.2608244400471449, "loss_fcos_ctr": 0.6241627167910337, "loss_fcos_loc": 0.20716762787196785, "loss_mask": 0.2736509731039405, "loss_maskiou": 0.006821004255471053, "loss_sem_seg": 0.2864199778996408, "lr": 0.01, "mask_rcnn/accuracy": 0.8635301850693107, "mask_rcnn/false_negative": 0.11003271048801735, "mask_rcnn/false_positive": 0.15720483219192571, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.7539535220712423, "total_loss": 1.6459087670373265} {"data_time": 0.01723503414541483, "eta_seconds": 110041.25192408636, "iteration": 128939, "loss_fcos_cls": 0.2559659618418664, "loss_fcos_ctr": 0.6216645454987884, "loss_fcos_loc": 0.20287569414358586, "loss_mask": 0.2733153738081455, "loss_maskiou": 0.005865087630809285, "loss_sem_seg": 0.28883367078378797, "lr": 0.01, "mask_rcnn/accuracy": 0.8746864742400458, "mask_rcnn/false_negative": 0.0783876005556195, "mask_rcnn/false_positive": 0.18218762711018643, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.0, "time": 0.7761860443279147, "total_loss": 1.6509336777271528} {"data_time": 0.01573894266039133, "eta_seconds": 110025.64998564497, "iteration": 128959, "loss_fcos_cls": 0.26392321987077594, "loss_fcos_ctr": 0.6180565403774381, "loss_fcos_loc": 0.19165759347379208, "loss_mask": 0.28064732905477285, "loss_maskiou": 0.0055998431707848795, "loss_sem_seg": 0.31360472179949284, "lr": 0.01, "mask_rcnn/accuracy": 0.8859740356716164, "mask_rcnn/false_negative": 0.0879774825646418, "mask_rcnn/false_positive": 0.14626411980663545, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 35.0, "time": 0.7617907337844372, "total_loss": 1.6577028384999721} {"data_time": 0.015264304354786873, "eta_seconds": 109982.35190292075, "iteration": 128979, "loss_fcos_cls": 0.26362450676970184, "loss_fcos_ctr": 0.61974091315642, "loss_fcos_loc": 0.19974299357272685, "loss_mask": 0.26686213398352265, "loss_maskiou": 0.005744907932239585, "loss_sem_seg": 0.2869854443706572, "lr": 0.01, "mask_rcnn/accuracy": 0.8802205923074793, "mask_rcnn/false_negative": 0.08495479166702855, "mask_rcnn/false_positive": 0.14446347666060205, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7730256114155054, "total_loss": 1.6444914573075948} {"data_time": 0.015499047003686428, "eta_seconds": 109912.20792144258, "iteration": 128999, "loss_fcos_cls": 0.2524319691583514, "loss_fcos_ctr": 0.617090973071754, "loss_fcos_loc": 0.1891408140072599, "loss_mask": 0.25497019477188587, "loss_maskiou": 0.005344010278349742, "loss_sem_seg": 0.2898212564177811, "lr": 0.01, "mask_rcnn/accuracy": 0.8723240659045574, "mask_rcnn/false_negative": 0.0853155843326486, "mask_rcnn/false_positive": 0.16038308890527603, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.7753837937489152, "total_loss": 1.6263970553554827} {"data_time": 0.015594388358294964, "eta_seconds": 109910.33088721335, "iteration": 129019, "loss_fcos_cls": 0.25100775994360447, "loss_fcos_ctr": 0.6231589610688388, "loss_fcos_loc": 0.20472500007599592, "loss_mask": 0.2819347344338894, "loss_maskiou": 0.0061884883034508675, "loss_sem_seg": 0.29000200890004635, "lr": 0.01, "mask_rcnn/accuracy": 0.87823732257326, "mask_rcnn/false_negative": 0.10996958979628915, "mask_rcnn/false_positive": 0.14307068118727312, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.7849048208445311, "total_loss": 1.6695383458063588} {"data_time": 0.0155399851500988, "eta_seconds": 109894.73866827786, "iteration": 129039, "loss_fcos_cls": 0.25631894054822624, "loss_fcos_ctr": 0.6189482575282454, "loss_fcos_loc": 0.19197767227888107, "loss_mask": 0.2625074191018939, "loss_maskiou": 0.005822370454552583, "loss_sem_seg": 0.2913651526905596, "lr": 0.01, "mask_rcnn/accuracy": 0.8998069946700952, "mask_rcnn/false_negative": 0.10249896432485543, "mask_rcnn/false_positive": 0.12196642483561598, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.7753254882991314, "total_loss": 1.6199170389954816} {"data_time": 0.01598497200757265, "eta_seconds": 109899.16422721278, "iteration": 129059, "loss_fcos_cls": 0.26204665657132864, "loss_fcos_ctr": 0.624328913167119, "loss_fcos_loc": 0.2001592351589352, "loss_mask": 0.2657350851222873, "loss_maskiou": 0.005813684503664263, "loss_sem_seg": 0.31320026190951467, "lr": 0.01, "mask_rcnn/accuracy": 0.8719084062196307, "mask_rcnn/false_negative": 0.10196498999752568, "mask_rcnn/false_positive": 0.16502932325896527, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.7757936846464872, "total_loss": 1.6867271498049377} {"data_time": 0.017662063241004944, "eta_seconds": 109863.55423040688, "iteration": 129079, "loss_fcos_cls": 0.26946299616247416, "loss_fcos_ctr": 0.6222481103613973, "loss_fcos_loc": 0.20408663246780634, "loss_mask": 0.2775126816704869, "loss_maskiou": 0.007119630536180921, "loss_sem_seg": 0.3102427450940013, "lr": 0.01, "mask_rcnn/accuracy": 0.8814251507054434, "mask_rcnn/false_negative": 0.07626581605825197, "mask_rcnn/false_positive": 0.20467941112205834, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7814080193638802, "total_loss": 1.70519699043507} {"data_time": 0.017163757234811783, "eta_seconds": 109902.84407419246, "iteration": 129099, "loss_fcos_cls": 0.2696957620792091, "loss_fcos_ctr": 0.622214128728956, "loss_fcos_loc": 0.1955096886958927, "loss_mask": 0.276975535787642, "loss_maskiou": 0.006505732781079132, "loss_sem_seg": 0.29764824686571956, "lr": 0.01, "mask_rcnn/accuracy": 0.8662772874026243, "mask_rcnn/false_negative": 0.08831589345147486, "mask_rcnn/false_positive": 0.1578184939212811, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.7971280869096518, "total_loss": 1.65163672251947} {"data_time": 0.018557763658463955, "eta_seconds": 109887.24406509753, "iteration": 129119, "loss_fcos_cls": 0.2643526024185121, "loss_fcos_ctr": 0.6228906591422856, "loss_fcos_loc": 0.21027182042598724, "loss_mask": 0.2771227592602372, "loss_maskiou": 0.0059588278527371585, "loss_sem_seg": 0.27043432276695967, "lr": 0.01, "mask_rcnn/accuracy": 0.8787599141038904, "mask_rcnn/false_negative": 0.08849931910106401, "mask_rcnn/false_positive": 0.14858536537054942, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7855022950097919, "total_loss": 1.6418761998502305} {"data_time": 0.016888756304979324, "eta_seconds": 109886.32112964056, "iteration": 129139, "loss_fcos_cls": 0.2841519995126873, "loss_fcos_ctr": 0.6218058303929865, "loss_fcos_loc": 0.2068050999660045, "loss_mask": 0.27945583034306765, "loss_maskiou": 0.006427341053495184, "loss_sem_seg": 0.29557404294610023, "lr": 0.01, "mask_rcnn/accuracy": 0.8784691811947452, "mask_rcnn/false_negative": 0.10474203841634097, "mask_rcnn/false_positive": 0.1264563421263114, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7942950436845422, "total_loss": 1.6818901102160453} {"data_time": 0.014646164141595364, "eta_seconds": 109918.09286631458, "iteration": 129159, "loss_fcos_cls": 0.2746336553245783, "loss_fcos_ctr": 0.6223543742671609, "loss_fcos_loc": 0.2037524541374296, "loss_mask": 0.2744426876306534, "loss_maskiou": 0.005800322229333688, "loss_sem_seg": 0.27375347446650267, "lr": 0.01, "mask_rcnn/accuracy": 0.8763865568508308, "mask_rcnn/false_negative": 0.1017957931658307, "mask_rcnn/false_positive": 0.1391351738898084, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7936798250302672, "total_loss": 1.6715604178898502} {"data_time": 0.016817277297377586, "eta_seconds": 109882.41734336317, "iteration": 129179, "loss_fcos_cls": 0.2637783541576937, "loss_fcos_ctr": 0.6224587727338076, "loss_fcos_loc": 0.20734176656696945, "loss_mask": 0.26630241982638836, "loss_maskiou": 0.005048462116974406, "loss_sem_seg": 0.29755819495767355, "lr": 0.01, "mask_rcnn/accuracy": 0.8777738479151769, "mask_rcnn/false_negative": 0.10841039408972536, "mask_rcnn/false_positive": 0.140007791023463, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7583131594583392, "total_loss": 1.6609097775362898} {"data_time": 0.01530342735350132, "eta_seconds": 109839.5148506295, "iteration": 129199, "loss_fcos_cls": 0.2571561629883945, "loss_fcos_ctr": 0.6191981704905629, "loss_fcos_loc": 0.19789371732622385, "loss_mask": 0.264790877699852, "loss_maskiou": 0.006348596936732065, "loss_sem_seg": 0.27818509191274643, "lr": 0.01, "mask_rcnn/accuracy": 0.8826869843682154, "mask_rcnn/false_negative": 0.09356916152464625, "mask_rcnn/false_positive": 0.14971116284854727, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.75, "time": 0.7743417145684361, "total_loss": 1.631727073690854} {"data_time": 0.01770054455846548, "eta_seconds": 109833.72534998786, "iteration": 129219, "loss_fcos_cls": 0.2499276117887348, "loss_fcos_ctr": 0.6205567568540573, "loss_fcos_loc": 0.20264131971634924, "loss_mask": 0.2734795995056629, "loss_maskiou": 0.005932121617661323, "loss_sem_seg": 0.28328328719362617, "lr": 0.01, "mask_rcnn/accuracy": 0.8763722594300878, "mask_rcnn/false_negative": 0.10462293917887405, "mask_rcnn/false_positive": 0.15938118978249832, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.786893505603075, "total_loss": 1.6294999426572758} {"data_time": 0.01746646873652935, "eta_seconds": 109808.31066462211, "iteration": 129239, "loss_fcos_cls": 0.2480372623540461, "loss_fcos_ctr": 0.6192910196259618, "loss_fcos_loc": 0.19464916363358498, "loss_mask": 0.2679590303450823, "loss_maskiou": 0.005711517726012971, "loss_sem_seg": 0.2917722158599645, "lr": 0.01, "mask_rcnn/accuracy": 0.8806767466303291, "mask_rcnn/false_negative": 0.09717748507890092, "mask_rcnn/false_positive": 0.15901341834090338, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.773340911604464, "total_loss": 1.6332244533696212} {"data_time": 0.014399140141904354, "eta_seconds": 109792.70857161842, "iteration": 129259, "loss_fcos_cls": 0.2655466861324385, "loss_fcos_ctr": 0.6191566064953804, "loss_fcos_loc": 0.19523092079907656, "loss_mask": 0.27450893772765994, "loss_maskiou": 0.006315420127066318, "loss_sem_seg": 0.26816048845648766, "lr": 0.01, "mask_rcnn/accuracy": 0.8757351899092971, "mask_rcnn/false_negative": 0.11590830130436099, "mask_rcnn/false_positive": 0.1426502333299373, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7804754776880145, "total_loss": 1.6259790346011869} {"data_time": 0.01621018536388874, "eta_seconds": 109786.91488891002, "iteration": 129279, "loss_fcos_cls": 0.2608023127540946, "loss_fcos_ctr": 0.6206390545703471, "loss_fcos_loc": 0.1994612761773169, "loss_mask": 0.2747248485684395, "loss_maskiou": 0.005895138834603131, "loss_sem_seg": 0.26672427356243134, "lr": 0.01, "mask_rcnn/accuracy": 0.8727001670233311, "mask_rcnn/false_negative": 0.10216639474799369, "mask_rcnn/false_positive": 0.13059578542926414, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.75, "time": 0.7875825529918075, "total_loss": 1.6487500788207399} {"data_time": 0.015810969285666943, "eta_seconds": 109771.31140188407, "iteration": 129299, "loss_fcos_cls": 0.26749752019532025, "loss_fcos_ctr": 0.6220113197341561, "loss_fcos_loc": 0.20350661664269865, "loss_mask": 0.27595227397978306, "loss_maskiou": 0.005789532806375064, "loss_sem_seg": 0.2676046281121671, "lr": 0.01, "mask_rcnn/accuracy": 0.8750630796673509, "mask_rcnn/false_negative": 0.09054077356577325, "mask_rcnn/false_positive": 0.15409404538775542, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7781183095648885, "total_loss": 1.6670576950418763} {"data_time": 0.014818447642028332, "eta_seconds": 109727.48673106916, "iteration": 129319, "loss_fcos_cls": 0.25250009540468454, "loss_fcos_ctr": 0.6204157015308738, "loss_fcos_loc": 0.19512769021093845, "loss_mask": 0.2718592807650566, "loss_maskiou": 0.006326058326521888, "loss_sem_seg": 0.2335929241962731, "lr": 0.01, "mask_rcnn/accuracy": 0.8845749116954473, "mask_rcnn/false_negative": 0.09690751113575827, "mask_rcnn/false_positive": 0.1413227647219048, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7707617850974202, "total_loss": 1.5837848268274684} {"data_time": 0.018414360471069813, "eta_seconds": 109680.83339385968, "iteration": 129339, "loss_fcos_cls": 0.2664380605565384, "loss_fcos_ctr": 0.6239412995055318, "loss_fcos_loc": 0.20471026212908328, "loss_mask": 0.28108704928308725, "loss_maskiou": 0.0063454546689172275, "loss_sem_seg": 0.3221486248075962, "lr": 0.01, "mask_rcnn/accuracy": 0.8611501123713455, "mask_rcnn/false_negative": 0.13572268774529594, "mask_rcnn/false_positive": 0.1393634638166112, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7780046388506889, "total_loss": 1.6996017252131423} {"data_time": 0.016970929689705372, "eta_seconds": 109702.91966880299, "iteration": 129359, "loss_fcos_cls": 0.2711617744062096, "loss_fcos_ctr": 0.6216555777937174, "loss_fcos_loc": 0.19431153574259952, "loss_mask": 0.2761132316663861, "loss_maskiou": 0.006130610156105831, "loss_sem_seg": 0.3071370031684637, "lr": 0.01, "mask_rcnn/accuracy": 0.865275534718838, "mask_rcnn/false_negative": 0.09664881567582931, "mask_rcnn/false_positive": 0.14659764370550654, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.7921203533187509, "total_loss": 1.6828934000222944} {"data_time": 0.015749364160001278, "eta_seconds": 109694.17361904308, "iteration": 129379, "loss_fcos_cls": 0.2631248882971704, "loss_fcos_ctr": 0.6236244440078735, "loss_fcos_loc": 0.21150986407883465, "loss_mask": 0.27800674457103014, "loss_maskiou": 0.005553647788474336, "loss_sem_seg": 0.28448699973523617, "lr": 0.01, "mask_rcnn/accuracy": 0.8899052478134111, "mask_rcnn/false_negative": 0.10093193373192914, "mask_rcnn/false_positive": 0.13384912577105315, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7857815679162741, "total_loss": 1.6750841775210574} {"data_time": 0.017127808183431625, "eta_seconds": 109665.08883129247, "iteration": 129399, "loss_fcos_cls": 0.27370606921613216, "loss_fcos_ctr": 0.6245824648067355, "loss_fcos_loc": 0.20501849066931754, "loss_mask": 0.2641754290089011, "loss_maskiou": 0.005592744808382122, "loss_sem_seg": 0.29402135079726577, "lr": 0.01, "mask_rcnn/accuracy": 0.8843262304921968, "mask_rcnn/false_negative": 0.08630371920724149, "mask_rcnn/false_positive": 0.12863931736624146, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7706015538424253, "total_loss": 1.6459086583490716} {"data_time": 0.01733012404292822, "eta_seconds": 109595.03044804838, "iteration": 129419, "loss_fcos_cls": 0.25768671184778214, "loss_fcos_ctr": 0.6230444284155965, "loss_fcos_loc": 0.20307977369520813, "loss_mask": 0.2689244095236063, "loss_maskiou": 0.005609257830656134, "loss_sem_seg": 0.27035310165956616, "lr": 0.01, "mask_rcnn/accuracy": 0.8879905808477238, "mask_rcnn/false_negative": 0.1149726231445632, "mask_rcnn/false_positive": 0.11992625182874314, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.75, "time": 0.7658678106963634, "total_loss": 1.652762731857365} {"data_time": 0.016867141239345074, "eta_seconds": 109622.39357312582, "iteration": 129439, "loss_fcos_cls": 0.2583799045532942, "loss_fcos_ctr": 0.6170983910560608, "loss_fcos_loc": 0.1961613537860103, "loss_mask": 0.26779240649193525, "loss_maskiou": 0.005357276677386835, "loss_sem_seg": 0.27609665133059025, "lr": 0.01, "mask_rcnn/accuracy": 0.882203073089701, "mask_rcnn/false_negative": 0.10134866164580875, "mask_rcnn/false_positive": 0.14852275448560254, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.75, "time": 0.7895398158580065, "total_loss": 1.631780700525269} {"data_time": 0.01511218212544918, "eta_seconds": 109606.79573395662, "iteration": 129459, "loss_fcos_cls": 0.2590291923843324, "loss_fcos_ctr": 0.6200909987092018, "loss_fcos_loc": 0.19903293112292886, "loss_mask": 0.27799908071756363, "loss_maskiou": 0.005935724791925168, "loss_sem_seg": 0.2818534462712705, "lr": 0.01, "mask_rcnn/accuracy": 0.8644193372494017, "mask_rcnn/false_negative": 0.09032910274678013, "mask_rcnn/false_positive": 0.17820091855727377, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.788015496917069, "total_loss": 1.6340489142166916} {"data_time": 0.017936689779162407, "eta_seconds": 109602.69093151577, "iteration": 129479, "loss_fcos_cls": 0.2776031498797238, "loss_fcos_ctr": 0.6203107917681336, "loss_fcos_loc": 0.1996648875065148, "loss_mask": 0.27666401118040085, "loss_maskiou": 0.006154011942271609, "loss_sem_seg": 0.29721207171678543, "lr": 0.01, "mask_rcnn/accuracy": 0.8823178896166266, "mask_rcnn/false_negative": 0.09099391723584999, "mask_rcnn/false_positive": 0.14760490254419006, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 24.25, "time": 0.7575499191880226, "total_loss": 1.6700132093101274} {"data_time": 0.017749588005244732, "eta_seconds": 109556.0729176579, "iteration": 129499, "loss_fcos_cls": 0.2764832032844424, "loss_fcos_ctr": 0.6196140367537737, "loss_fcos_loc": 0.2000972928944975, "loss_mask": 0.2685942742973566, "loss_maskiou": 0.005098108922538813, "loss_sem_seg": 0.2931294785812497, "lr": 0.01, "mask_rcnn/accuracy": 0.8877020049462894, "mask_rcnn/false_negative": 0.0935304451388426, "mask_rcnn/false_positive": 0.12674843978494832, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7761493772268295, "total_loss": 1.68620646452473} {"data_time": 0.01666782610118389, "eta_seconds": 109497.81566137634, "iteration": 129519, "loss_fcos_cls": 0.25772438454441726, "loss_fcos_ctr": 0.6187130301259458, "loss_fcos_loc": 0.20902525819838047, "loss_mask": 0.27947827707976103, "loss_maskiou": 0.005381706348998705, "loss_sem_seg": 0.30781501810997725, "lr": 0.01, "mask_rcnn/accuracy": 0.8967817896389325, "mask_rcnn/false_negative": 0.09593777762818395, "mask_rcnn/false_positive": 0.1222499629022022, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 21.25, "time": 0.763301313854754, "total_loss": 1.687159309258277} {"data_time": 0.016157140024006367, "eta_seconds": 109430.51151760854, "iteration": 129539, "loss_fcos_cls": 0.2753433973994106, "loss_fcos_ctr": 0.6226907288655639, "loss_fcos_loc": 0.2165254878345877, "loss_mask": 0.28320150449872017, "loss_maskiou": 0.0066528792813187465, "loss_sem_seg": 0.3068255642428994, "lr": 0.01, "mask_rcnn/accuracy": 0.8879139155662266, "mask_rcnn/false_negative": 0.09617659865066926, "mask_rcnn/false_positive": 0.1446347620956345, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.0, "time": 0.7646594932302833, "total_loss": 1.6862901474451064} {"data_time": 0.015478036366403103, "eta_seconds": 109408.35295573436, "iteration": 129559, "loss_fcos_cls": 0.26687183580361307, "loss_fcos_ctr": 0.6221926296129823, "loss_fcos_loc": 0.20979792391881347, "loss_mask": 0.2924363296478987, "loss_maskiou": 0.006397304809070192, "loss_sem_seg": 0.3149889106862247, "lr": 0.01, "mask_rcnn/accuracy": 0.8855864258536345, "mask_rcnn/false_negative": 0.11485874612683535, "mask_rcnn/false_positive": 0.14133322734845688, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7743902551010251, "total_loss": 1.7331989672966301} {"data_time": 0.016365131363272667, "eta_seconds": 109355.7980114026, "iteration": 129579, "loss_fcos_cls": 0.2701320626074448, "loss_fcos_ctr": 0.6226695757359266, "loss_fcos_loc": 0.2184622553177178, "loss_mask": 0.2653195168823004, "loss_maskiou": 0.005853527938597836, "loss_sem_seg": 0.2862344956956804, "lr": 0.01, "mask_rcnn/accuracy": 0.8835040960828776, "mask_rcnn/false_negative": 0.09026706480029822, "mask_rcnn/false_positive": 0.11940384683204552, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.0, "time": 0.782050920650363, "total_loss": 1.6531719038102892} {"data_time": 0.017000540159642696, "eta_seconds": 109363.84609828144, "iteration": 129599, "loss_fcos_cls": 0.2607917464338243, "loss_fcos_ctr": 0.621778819244355, "loss_fcos_loc": 0.20191230531781912, "loss_mask": 0.2751518217846751, "loss_maskiou": 0.006124627449025866, "loss_sem_seg": 0.2867297101765871, "lr": 0.01, "mask_rcnn/accuracy": 0.8798914241622575, "mask_rcnn/false_negative": 0.10388751428315951, "mask_rcnn/false_positive": 0.1573816678645856, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7849623933434486, "total_loss": 1.6527826163146528} {"data_time": 0.018843634985387325, "eta_seconds": 109390.38520296477, "iteration": 129619, "loss_fcos_cls": 0.27314379427116364, "loss_fcos_ctr": 0.6211555022746325, "loss_fcos_loc": 0.20514192967675626, "loss_mask": 0.26796939224004745, "loss_maskiou": 0.00582219471107237, "loss_sem_seg": 0.323534247931093, "lr": 0.01, "mask_rcnn/accuracy": 0.8909946462137486, "mask_rcnn/false_negative": 0.07606004228005675, "mask_rcnn/false_positive": 0.13654240750146507, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7972052451223135, "total_loss": 1.7084993076568935} {"data_time": 0.01653832383453846, "eta_seconds": 109352.60340680368, "iteration": 129639, "loss_fcos_cls": 0.2751884275348857, "loss_fcos_ctr": 0.6207720125094056, "loss_fcos_loc": 0.20381275517866015, "loss_mask": 0.2654922939836979, "loss_maskiou": 0.005539811572816689, "loss_sem_seg": 0.29877263912931085, "lr": 0.01, "mask_rcnn/accuracy": 0.8825812239789532, "mask_rcnn/false_negative": 0.09200622472859682, "mask_rcnn/false_positive": 0.1720247529690162, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.7672207858413458, "total_loss": 1.6387112816300942} {"data_time": 0.01615235675126314, "eta_seconds": 109380.00769435707, "iteration": 129659, "loss_fcos_cls": 0.258193168672733, "loss_fcos_ctr": 0.6211800016462803, "loss_fcos_loc": 0.20931715879123658, "loss_mask": 0.2759841186925769, "loss_maskiou": 0.006251615930523258, "loss_sem_seg": 0.2625826196745038, "lr": 0.01, "mask_rcnn/accuracy": 0.8996566671781494, "mask_rcnn/false_negative": 0.07820324440892831, "mask_rcnn/false_positive": 0.12346735080101162, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7802174519747496, "total_loss": 1.6342242246173555} {"data_time": 0.017212459817528725, "eta_seconds": 109357.10215856973, "iteration": 129679, "loss_fcos_cls": 0.26427826762665063, "loss_fcos_ctr": 0.619108110666275, "loss_fcos_loc": 0.19846408802550286, "loss_mask": 0.2666617827489972, "loss_maskiou": 0.006017229083226994, "loss_sem_seg": 0.28936915285885334, "lr": 0.01, "mask_rcnn/accuracy": 0.8599018411712511, "mask_rcnn/false_negative": 0.11466844818036276, "mask_rcnn/false_positive": 0.1493151520122719, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7791892280802131, "total_loss": 1.656548615632346} {"data_time": 0.01787561923265457, "eta_seconds": 109348.83219818864, "iteration": 129699, "loss_fcos_cls": 0.27529364288784564, "loss_fcos_ctr": 0.6225103503093123, "loss_fcos_loc": 0.2085140843410045, "loss_mask": 0.2816988583654165, "loss_maskiou": 0.006246182376344223, "loss_sem_seg": 0.3134387359023094, "lr": 0.01, "mask_rcnn/accuracy": 0.8596725524065425, "mask_rcnn/false_negative": 0.1084223820341968, "mask_rcnn/false_positive": 0.18596026755873335, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7749952953308821, "total_loss": 1.7022015689799446} {"data_time": 0.017428072169423103, "eta_seconds": 109345.9034778066, "iteration": 129719, "loss_fcos_cls": 0.2647072495892644, "loss_fcos_ctr": 0.6218841122463346, "loss_fcos_loc": 0.20509769511409104, "loss_mask": 0.27546748891472816, "loss_maskiou": 0.006415013165678829, "loss_sem_seg": 0.31971363397315145, "lr": 0.01, "mask_rcnn/accuracy": 0.8879487392783201, "mask_rcnn/false_negative": 0.09465181924542498, "mask_rcnn/false_positive": 0.12176894199353018, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.25, "time": 0.800061073154211, "total_loss": 1.6828201523167081} {"data_time": 0.01669953390955925, "eta_seconds": 109330.31392491236, "iteration": 129739, "loss_fcos_cls": 0.2591195785207674, "loss_fcos_ctr": 0.6211267104372382, "loss_fcos_loc": 0.20028467918746173, "loss_mask": 0.26870474219322205, "loss_maskiou": 0.005482740401930641, "loss_sem_seg": 0.2845228670630604, "lr": 0.01, "mask_rcnn/accuracy": 0.8618761533868867, "mask_rcnn/false_negative": 0.09843163355981313, "mask_rcnn/false_positive": 0.16108163727488495, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.75, "time": 0.7732197586447, "total_loss": 1.6393924694275483} {"data_time": 0.016471407376229763, "eta_seconds": 109317.36934721377, "iteration": 129759, "loss_fcos_cls": 0.260976598598063, "loss_fcos_ctr": 0.6241901647299528, "loss_fcos_loc": 0.2057018713094294, "loss_mask": 0.28988079354166985, "loss_maskiou": 0.006056100712157786, "loss_sem_seg": 0.27388947550207376, "lr": 0.01, "mask_rcnn/accuracy": 0.8643025119450021, "mask_rcnn/false_negative": 0.09426537722491893, "mask_rcnn/false_positive": 0.17448943991624066, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.772076259367168, "total_loss": 1.6520197587960865} {"data_time": 0.01563787553459406, "eta_seconds": 109295.15884606354, "iteration": 129779, "loss_fcos_cls": 0.2595565430819988, "loss_fcos_ctr": 0.6207849751226604, "loss_fcos_loc": 0.19967133295722306, "loss_mask": 0.2788044260814786, "loss_maskiou": 0.006104756772401743, "loss_sem_seg": 0.29199728183448315, "lr": 0.01, "mask_rcnn/accuracy": 0.8741526967930029, "mask_rcnn/false_negative": 0.10536500260880552, "mask_rcnn/false_positive": 0.13286212097825972, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.7721600607037544, "total_loss": 1.6888258268445497} {"data_time": 0.016479534097015858, "eta_seconds": 109263.5819281051, "iteration": 129799, "loss_fcos_cls": 0.2458635086659342, "loss_fcos_ctr": 0.6194815170019865, "loss_fcos_loc": 0.19744567526504397, "loss_mask": 0.27490619756281376, "loss_maskiou": 0.00617767428047955, "loss_sem_seg": 0.26889045257121325, "lr": 0.01, "mask_rcnn/accuracy": 0.8828611359678242, "mask_rcnn/false_negative": 0.08210658991826716, "mask_rcnn/false_positive": 0.15938822486967966, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.25, "time": 0.7697164239361882, "total_loss": 1.6260034249789896} {"data_time": 0.016184423118829727, "eta_seconds": 109255.30570968334, "iteration": 129819, "loss_fcos_cls": 0.27021029591560364, "loss_fcos_ctr": 0.6212227120995522, "loss_fcos_loc": 0.20813390030525625, "loss_mask": 0.268913637381047, "loss_maskiou": 0.005790922725282144, "loss_sem_seg": 0.3439474832266569, "lr": 0.01, "mask_rcnn/accuracy": 0.8854031593086893, "mask_rcnn/false_negative": 0.08914109316837748, "mask_rcnn/false_positive": 0.1463281154283852, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.5, "time": 0.789141058921814, "total_loss": 1.7169449617067585} {"data_time": 0.01583467796444893, "eta_seconds": 109232.40851795021, "iteration": 129839, "loss_fcos_cls": 0.26575279189273715, "loss_fcos_ctr": 0.6201755465008318, "loss_fcos_loc": 0.20290178782306612, "loss_mask": 0.26603038888424635, "loss_maskiou": 0.006184585261507891, "loss_sem_seg": 0.2979844128713012, "lr": 0.01, "mask_rcnn/accuracy": 0.8956817983603698, "mask_rcnn/false_negative": 0.09877664714227409, "mask_rcnn/false_positive": 0.1271266389326552, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.0, "time": 0.8010741909965873, "total_loss": 1.6792246343393344} {"data_time": 0.015053235925734043, "eta_seconds": 109224.1302135149, "iteration": 129859, "loss_fcos_cls": 0.2733213151805103, "loss_fcos_ctr": 0.619654068723321, "loss_fcos_loc": 0.20221258443780243, "loss_mask": 0.2804383188486099, "loss_maskiou": 0.005736954874009825, "loss_sem_seg": 0.303108268417418, "lr": 0.01, "mask_rcnn/accuracy": 0.8788234830933536, "mask_rcnn/false_negative": 0.11073414544635908, "mask_rcnn/false_positive": 0.12208831360206472, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7788532413542271, "total_loss": 1.6901879147771979} {"data_time": 0.016873746179044247, "eta_seconds": 109151.90496284701, "iteration": 129879, "loss_fcos_cls": 0.25770313665270805, "loss_fcos_ctr": 0.6216596374288201, "loss_fcos_loc": 0.2046960035804659, "loss_mask": 0.2944520879536867, "loss_maskiou": 0.0064647694962332025, "loss_sem_seg": 0.301551784388721, "lr": 0.01, "mask_rcnn/accuracy": 0.8638313896987366, "mask_rcnn/false_negative": 0.1244385664316092, "mask_rcnn/false_positive": 0.1391016358460463, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7762578148394823, "total_loss": 1.6803852809098316} {"data_time": 0.01643307041376829, "eta_seconds": 109144.64530656766, "iteration": 129899, "loss_fcos_cls": 0.2684533605352044, "loss_fcos_ctr": 0.6208343263715506, "loss_fcos_loc": 0.20107163512147963, "loss_mask": 0.2882658187299967, "loss_maskiou": 0.006511653715278953, "loss_sem_seg": 0.3106754091568291, "lr": 0.01, "mask_rcnn/accuracy": 0.874898538961039, "mask_rcnn/false_negative": 0.08547304694481334, "mask_rcnn/false_positive": 0.15143083829454174, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7723956219851971, "total_loss": 1.7095891352801118} {"data_time": 0.017367069609463215, "eta_seconds": 109177.36696926225, "iteration": 129919, "loss_fcos_cls": 0.2710444836411625, "loss_fcos_ctr": 0.6240060664713383, "loss_fcos_loc": 0.20832502422854304, "loss_mask": 0.28127542324364185, "loss_maskiou": 0.006566453928826377, "loss_sem_seg": 0.3013211768120527, "lr": 0.01, "mask_rcnn/accuracy": 0.8772819674744898, "mask_rcnn/false_negative": 0.11690345281735404, "mask_rcnn/false_positive": 0.1445862980711275, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7828222746029496, "total_loss": 1.7146664604879334} {"data_time": 0.01570352539420128, "eta_seconds": 109170.4469597172, "iteration": 129939, "loss_fcos_cls": 0.26773367926944047, "loss_fcos_ctr": 0.6232351195067167, "loss_fcos_loc": 0.20053841534536332, "loss_mask": 0.29191168304532766, "loss_maskiou": 0.006088827969506383, "loss_sem_seg": 0.31297845486551523, "lr": 0.01, "mask_rcnn/accuracy": 0.8844050443385258, "mask_rcnn/false_negative": 0.10925308413326071, "mask_rcnn/false_positive": 0.15264452085559488, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 34.5, "time": 0.7813972318544984, "total_loss": 1.7148586472249008} {"data_time": 0.017711945809423923, "eta_seconds": 109158.82884307578, "iteration": 129959, "loss_fcos_cls": 0.26615542359650135, "loss_fcos_ctr": 0.6233639270067215, "loss_fcos_loc": 0.208488326985389, "loss_mask": 0.2985855909064412, "loss_maskiou": 0.006789436403778382, "loss_sem_seg": 0.2903597680851817, "lr": 0.01, "mask_rcnn/accuracy": 0.888490664122792, "mask_rcnn/false_negative": 0.10606780611469956, "mask_rcnn/false_positive": 0.100571690763671, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 22.25, "time": 0.7767252512276173, "total_loss": 1.6815689162976923} {"data_time": 0.015818394720554352, "eta_seconds": 109151.66695590597, "iteration": 129979, "loss_fcos_cls": 0.2605983465909958, "loss_fcos_ctr": 0.6218538375105709, "loss_fcos_loc": 0.20838492061011493, "loss_mask": 0.28720947355031967, "loss_maskiou": 0.006371541319822427, "loss_sem_seg": 0.28473643760662526, "lr": 0.01, "mask_rcnn/accuracy": 0.8918278307959011, "mask_rcnn/false_negative": 0.09571297371093523, "mask_rcnn/false_positive": 0.12646471324150932, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7830903949216008, "total_loss": 1.678277871782484} {"data_time": 0.016470324248075485, "eta_seconds": 109136.07619924005, "iteration": 129999, "loss_fcos_cls": 0.2736172783188522, "loss_fcos_ctr": 0.620566878002137, "loss_fcos_loc": 0.2084196029463783, "loss_mask": 0.27299722377210855, "loss_maskiou": 0.006374579847033601, "loss_sem_seg": 0.2995745756197721, "lr": 0.01, "mask_rcnn/accuracy": 0.8889938186813187, "mask_rcnn/false_negative": 0.10157135625467624, "mask_rcnn/false_positive": 0.11415397076463948, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.25, "time": 0.7776464987546206, "total_loss": 1.7050108834155253} {"data_time": 0.015261070802807808, "eta_seconds": 109113.09777904954, "iteration": 130019, "loss_fcos_cls": 0.2771319935563952, "loss_fcos_ctr": 0.6192525182850659, "loss_fcos_loc": 0.20198893127962947, "loss_mask": 0.2674387749284506, "loss_maskiou": 0.005915978479606565, "loss_sem_seg": 0.2835607314482331, "lr": 0.01, "mask_rcnn/accuracy": 0.8864590190915076, "mask_rcnn/false_negative": 0.09516393831895124, "mask_rcnn/false_positive": 0.14899323516605362, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7799537992104888, "total_loss": 1.624451724012033} {"data_time": 0.01498299092054367, "eta_seconds": 109105.68707649969, "iteration": 130039, "loss_fcos_cls": 0.25754059525206685, "loss_fcos_ctr": 0.6184079744853079, "loss_fcos_loc": 0.1994549878872931, "loss_mask": 0.27661614399403334, "loss_maskiou": 0.00609858354437165, "loss_sem_seg": 0.2836767043918371, "lr": 0.01, "mask_rcnn/accuracy": 0.8854736246445298, "mask_rcnn/false_negative": 0.08365114233327184, "mask_rcnn/false_positive": 0.13843552231010273, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7878493228927255, "total_loss": 1.648091445240425} {"data_time": 0.01661316491663456, "eta_seconds": 109093.17812513653, "iteration": 130059, "loss_fcos_cls": 0.2630238819401711, "loss_fcos_ctr": 0.6227532112970948, "loss_fcos_loc": 0.20875819950015284, "loss_mask": 0.2749836593866348, "loss_maskiou": 0.005617896602416295, "loss_sem_seg": 0.2788535594008863, "lr": 0.01, "mask_rcnn/accuracy": 0.8791140910751031, "mask_rcnn/false_negative": 0.08050792500268689, "mask_rcnn/false_positive": 0.15272805871648398, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7782095521688461, "total_loss": 1.6671160294863512} {"data_time": 0.014954489655792713, "eta_seconds": 109073.71317257639, "iteration": 130079, "loss_fcos_cls": 0.27775366860441864, "loss_fcos_ctr": 0.622440604493022, "loss_fcos_loc": 0.2044536869507283, "loss_mask": 0.28452178556472063, "loss_maskiou": 0.005870966371730901, "loss_sem_seg": 0.30445534782484174, "lr": 0.01, "mask_rcnn/accuracy": 0.866946892393321, "mask_rcnn/false_negative": 0.09084883849494688, "mask_rcnn/false_positive": 0.1581136027613961, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7762975543737411, "total_loss": 1.6868019907269627} {"data_time": 0.016982125118374825, "eta_seconds": 109029.7813519435, "iteration": 130099, "loss_fcos_cls": 0.2529537882655859, "loss_fcos_ctr": 0.6204388681799173, "loss_fcos_loc": 0.1992329794447869, "loss_mask": 0.27821558993309736, "loss_maskiou": 0.005889889333047904, "loss_sem_seg": 0.29518465185537934, "lr": 0.01, "mask_rcnn/accuracy": 0.8696125564983654, "mask_rcnn/false_negative": 0.10434089441847276, "mask_rcnn/false_positive": 0.14703650492645592, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.0, "time": 0.7630191817879677, "total_loss": 1.673918145663265} {"data_time": 0.016542441211640835, "eta_seconds": 109014.19464686606, "iteration": 130119, "loss_fcos_cls": 0.27631294273305684, "loss_fcos_ctr": 0.6202260665595531, "loss_fcos_loc": 0.19193478871602565, "loss_mask": 0.28037373907864094, "loss_maskiou": 0.006210336920048576, "loss_sem_seg": 0.3105424023233354, "lr": 0.01, "mask_rcnn/accuracy": 0.8779564865912352, "mask_rcnn/false_negative": 0.10034917949344159, "mask_rcnn/false_positive": 0.13642931200116282, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.78460409399122, "total_loss": 1.6960687185783172} {"data_time": 0.015149693004786968, "eta_seconds": 108998.60794178862, "iteration": 130139, "loss_fcos_cls": 0.26373980683274567, "loss_fcos_ctr": 0.6210242109373212, "loss_fcos_loc": 0.20819394732825458, "loss_mask": 0.28675487637519836, "loss_maskiou": 0.006097593781305477, "loss_sem_seg": 0.29375173384323716, "lr": 0.01, "mask_rcnn/accuracy": 0.8710735208114866, "mask_rcnn/false_negative": 0.10934929371578171, "mask_rcnn/false_positive": 0.16382123265469817, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.25, "time": 0.7899513123556972, "total_loss": 1.6901493312543607} {"data_time": 0.015072465874254704, "eta_seconds": 108933.78966685571, "iteration": 130159, "loss_fcos_cls": 0.27695889747701585, "loss_fcos_ctr": 0.6206218379084021, "loss_fcos_loc": 0.20881069358438253, "loss_mask": 0.28631576988846064, "loss_maskiou": 0.006564481858731597, "loss_sem_seg": 0.29272687062621117, "lr": 0.01, "mask_rcnn/accuracy": 0.8928069426218381, "mask_rcnn/false_negative": 0.0794189181119587, "mask_rcnn/false_positive": 0.12368897911037482, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7886169897392392, "total_loss": 1.6957754702089005} {"data_time": 0.018507132306694984, "eta_seconds": 108918.21000285633, "iteration": 130179, "loss_fcos_cls": 0.28083839814644307, "loss_fcos_ctr": 0.6201251251623034, "loss_fcos_loc": 0.20739217521622777, "loss_mask": 0.28075915202498436, "loss_maskiou": 0.005806750617921352, "loss_sem_seg": 0.2906175400130451, "lr": 0.01, "mask_rcnn/accuracy": 0.8583425154099198, "mask_rcnn/false_negative": 0.10869530386801778, "mask_rcnn/false_positive": 0.16075583374053903, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.0, "time": 0.7716160267591476, "total_loss": 1.6871019465324935} {"data_time": 0.016873100772500038, "eta_seconds": 108902.63033885695, "iteration": 130199, "loss_fcos_cls": 0.26302925450727344, "loss_fcos_ctr": 0.6213933564722538, "loss_fcos_loc": 0.20925792586058378, "loss_mask": 0.27157981414347887, "loss_maskiou": 0.005399355570261832, "loss_sem_seg": 0.2800924968905747, "lr": 0.01, "mask_rcnn/accuracy": 0.8695963182570325, "mask_rcnn/false_negative": 0.08917587507900909, "mask_rcnn/false_positive": 0.1525941579019145, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7659138962626457, "total_loss": 1.6894262876739958} {"data_time": 0.01636933721601963, "eta_seconds": 108859.19840694591, "iteration": 130219, "loss_fcos_cls": 0.25840965122915804, "loss_fcos_ctr": 0.6200602222234011, "loss_fcos_loc": 0.19745744147803634, "loss_mask": 0.26870659505948424, "loss_maskiou": 0.005380051632528193, "loss_sem_seg": 0.31452863779850304, "lr": 0.01, "mask_rcnn/accuracy": 0.8810514262523191, "mask_rcnn/false_negative": 0.0875993972592399, "mask_rcnn/false_positive": 0.14099317689872526, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.7724180361256003, "total_loss": 1.6590848810010357} {"data_time": 0.01639056485146284, "eta_seconds": 108929.03293627594, "iteration": 130239, "loss_fcos_cls": 0.2586385572794825, "loss_fcos_ctr": 0.6238294327631593, "loss_fcos_loc": 0.20605653384700418, "loss_mask": 0.27906796894967556, "loss_maskiou": 0.006359954568324611, "loss_sem_seg": 0.2785016158595681, "lr": 0.01, "mask_rcnn/accuracy": 0.8628931443986306, "mask_rcnn/false_negative": 0.1258682249987249, "mask_rcnn/false_positive": 0.14414412502400437, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.75, "time": 0.7920317267999053, "total_loss": 1.7023497181071434} {"data_time": 0.015927715227007866, "eta_seconds": 108921.02318702452, "iteration": 130259, "loss_fcos_cls": 0.26876666431780905, "loss_fcos_ctr": 0.6221288926899433, "loss_fcos_loc": 0.20296531083295122, "loss_mask": 0.2787066609598696, "loss_maskiou": 0.006591643497813493, "loss_sem_seg": 0.31795012950897217, "lr": 0.01, "mask_rcnn/accuracy": 0.8732555110988962, "mask_rcnn/false_negative": 0.09735843344573734, "mask_rcnn/false_positive": 0.14705043807339574, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.801637296564877, "total_loss": 1.6923775806790218} {"data_time": 0.017376156523823738, "eta_seconds": 108905.43420123123, "iteration": 130279, "loss_fcos_cls": 0.2708314131014049, "loss_fcos_ctr": 0.6247072694823146, "loss_fcos_loc": 0.2168930943007581, "loss_mask": 0.2907361229881644, "loss_maskiou": 0.006864947252324782, "loss_sem_seg": 0.2853963836096227, "lr": 0.01, "mask_rcnn/accuracy": 0.8902964594928882, "mask_rcnn/false_negative": 0.0818648605911202, "mask_rcnn/false_positive": 0.1578669406746238, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.5, "time": 0.7928513446822762, "total_loss": 1.7181685195100727} {"data_time": 0.016951363533735275, "eta_seconds": 108889.84521543793, "iteration": 130299, "loss_fcos_cls": 0.2670271317474544, "loss_fcos_ctr": 0.6214237250387669, "loss_fcos_loc": 0.20510645979084074, "loss_mask": 0.28406589571386576, "loss_maskiou": 0.0066389318817527965, "loss_sem_seg": 0.30311783822253346, "lr": 0.01, "mask_rcnn/accuracy": 0.8712751265919902, "mask_rcnn/false_negative": 0.10196911587008733, "mask_rcnn/false_positive": 0.13763268606569065, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.7853903071954846, "total_loss": 1.68653314729454} {"data_time": 0.018253779970109463, "eta_seconds": 108866.68133150134, "iteration": 130319, "loss_fcos_cls": 0.25963478069752455, "loss_fcos_ctr": 0.6204411555081606, "loss_fcos_loc": 0.1896692073205486, "loss_mask": 0.2613979559391737, "loss_maskiou": 0.005638166403514333, "loss_sem_seg": 0.2844593324698508, "lr": 0.01, "mask_rcnn/accuracy": 0.8873088385483615, "mask_rcnn/false_negative": 0.09329808063656603, "mask_rcnn/false_positive": 0.13512950283281627, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7701183427125216, "total_loss": 1.6206444654490042} {"data_time": 0.01758348662406206, "eta_seconds": 108868.56917033903, "iteration": 130339, "loss_fcos_cls": 0.2593537592329085, "loss_fcos_ctr": 0.6207197401672602, "loss_fcos_loc": 0.20339639717712998, "loss_mask": 0.2873559296131134, "loss_maskiou": 0.006227288846275769, "loss_sem_seg": 0.27890080655924976, "lr": 0.01, "mask_rcnn/accuracy": 0.8698178367656466, "mask_rcnn/false_negative": 0.11802909969001908, "mask_rcnn/false_positive": 0.14587885956580238, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.75, "time": 0.7923101913183928, "total_loss": 1.6891481742932228} {"data_time": 0.015651987865567207, "eta_seconds": 108815.19627354015, "iteration": 130359, "loss_fcos_cls": 0.26245693129021674, "loss_fcos_ctr": 0.6225933162495494, "loss_fcos_loc": 0.1986242183484137, "loss_mask": 0.2926840502768755, "loss_maskiou": 0.006023073292453773, "loss_sem_seg": 0.2688654353842139, "lr": 0.01, "mask_rcnn/accuracy": 0.8622151360544218, "mask_rcnn/false_negative": 0.11669349637133426, "mask_rcnn/false_positive": 0.13970785202133687, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7667209459468722, "total_loss": 1.6506699141100398} {"data_time": 0.01587050501257181, "eta_seconds": 108799.61128112767, "iteration": 130379, "loss_fcos_cls": 0.263149801408872, "loss_fcos_ctr": 0.6223026774823666, "loss_fcos_loc": 0.20399050239939243, "loss_mask": 0.2819358538836241, "loss_maskiou": 0.0063812671178311575, "loss_sem_seg": 0.3136997139081359, "lr": 0.01, "mask_rcnn/accuracy": 0.8760789090072119, "mask_rcnn/false_negative": 0.10483568300354809, "mask_rcnn/false_positive": 0.15911834648748646, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7849619062617421, "total_loss": 1.6734712481993483} {"data_time": 0.01684933714568615, "eta_seconds": 108795.37530262023, "iteration": 130399, "loss_fcos_cls": 0.2710942393168807, "loss_fcos_ctr": 0.6229918636381626, "loss_fcos_loc": 0.21700593829154968, "loss_mask": 0.28696763329207897, "loss_maskiou": 0.0069968863390386105, "loss_sem_seg": 0.2924724346958101, "lr": 0.01, "mask_rcnn/accuracy": 0.8672194390112886, "mask_rcnn/false_negative": 0.1052635458367496, "mask_rcnn/false_positive": 0.1739578432858221, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.0, "time": 0.7819690899923444, "total_loss": 1.7250124948623125} {"data_time": 0.016280261799693108, "eta_seconds": 108808.67030925583, "iteration": 130419, "loss_fcos_cls": 0.260204449063167, "loss_fcos_ctr": 0.6246043415740132, "loss_fcos_loc": 0.20861886022612453, "loss_mask": 0.2823346769437194, "loss_maskiou": 0.0056327849306399, "loss_sem_seg": 0.31207549246028066, "lr": 0.01, "mask_rcnn/accuracy": 0.8796632984023244, "mask_rcnn/false_negative": 0.10418331055554605, "mask_rcnn/false_positive": 0.15699076139352633, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.0, "time": 0.7856936855241656, "total_loss": 1.7181148137897253} {"data_time": 0.015598069876432419, "eta_seconds": 108793.07955258992, "iteration": 130439, "loss_fcos_cls": 0.2632475282298401, "loss_fcos_ctr": 0.6218350282870233, "loss_fcos_loc": 0.20424826978705823, "loss_mask": 0.27982880361378193, "loss_maskiou": 0.006174920454213861, "loss_sem_seg": 0.2810144913382828, "lr": 0.01, "mask_rcnn/accuracy": 0.8633470665631744, "mask_rcnn/false_negative": 0.09930051005206798, "mask_rcnn/false_positive": 0.16942869398343474, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7853899961337447, "total_loss": 1.6502103956518113} {"data_time": 0.01593159418553114, "eta_seconds": 108767.76510213781, "iteration": 130459, "loss_fcos_cls": 0.25064548396039754, "loss_fcos_ctr": 0.6154709029942751, "loss_fcos_loc": 0.19243424804881215, "loss_mask": 0.28140989784151316, "loss_maskiou": 0.006595768896659138, "loss_sem_seg": 0.2818878667894751, "lr": 0.01, "mask_rcnn/accuracy": 0.8751266080470022, "mask_rcnn/false_negative": 0.10782462464521911, "mask_rcnn/false_positive": 0.15102094698716206, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.5, "time": 0.7666582902893424, "total_loss": 1.6367760772409383} {"data_time": 0.016170081682503223, "eta_seconds": 108759.43634382449, "iteration": 130479, "loss_fcos_cls": 0.262524361605756, "loss_fcos_ctr": 0.62319071078673, "loss_fcos_loc": 0.20960317505523562, "loss_mask": 0.2733400100842118, "loss_maskiou": 0.006110621456173249, "loss_sem_seg": 0.27583534363657236, "lr": 0.01, "mask_rcnn/accuracy": 0.9004773577202765, "mask_rcnn/false_negative": 0.10142604085128135, "mask_rcnn/false_positive": 0.10775093674282957, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7774960584938526, "total_loss": 1.6626990321492485} {"data_time": 0.01587674766778946, "eta_seconds": 108765.35842475668, "iteration": 130499, "loss_fcos_cls": 0.2528030819958076, "loss_fcos_ctr": 0.6203436180949211, "loss_fcos_loc": 0.20563676673918962, "loss_mask": 0.2767248312011361, "loss_maskiou": 0.005803445994388312, "loss_sem_seg": 0.2828293029451743, "lr": 0.01, "mask_rcnn/accuracy": 0.8788052188293864, "mask_rcnn/false_negative": 0.10854799701102959, "mask_rcnn/false_positive": 0.14425543225089407, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7979199551045895, "total_loss": 1.6278308996552369} {"data_time": 0.016264415346086025, "eta_seconds": 108762.56598014012, "iteration": 130519, "loss_fcos_cls": 0.2613890514476225, "loss_fcos_ctr": 0.6217681542038918, "loss_fcos_loc": 0.20300205168314278, "loss_mask": 0.2710998500697315, "loss_maskiou": 0.005777055252110586, "loss_sem_seg": 0.27841997472569346, "lr": 0.01, "mask_rcnn/accuracy": 0.8701335998804416, "mask_rcnn/false_negative": 0.10883581374685705, "mask_rcnn/false_positive": 0.15297665346345202, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.25, "time": 0.7698971843346953, "total_loss": 1.6345042365401241} {"data_time": 0.01595588307827711, "eta_seconds": 108723.74053077959, "iteration": 130539, "loss_fcos_cls": 0.26834612200036645, "loss_fcos_ctr": 0.6202625837177038, "loss_fcos_loc": 0.20285575499292463, "loss_mask": 0.282839166931808, "loss_maskiou": 0.006095250304497313, "loss_sem_seg": 0.311530526727438, "lr": 0.01, "mask_rcnn/accuracy": 0.8585101368589765, "mask_rcnn/false_negative": 0.09093187792785479, "mask_rcnn/false_positive": 0.16294892607825162, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.25, "time": 0.7681701146066189, "total_loss": 1.6995350619545206} {"data_time": 0.01658471953123808, "eta_seconds": 108745.55589276459, "iteration": 130559, "loss_fcos_cls": 0.25891923159360886, "loss_fcos_ctr": 0.6223474349826574, "loss_fcos_loc": 0.20458285883069038, "loss_mask": 0.2582589378580451, "loss_maskiou": 0.005414212617324665, "loss_sem_seg": 0.28950444096699357, "lr": 0.01, "mask_rcnn/accuracy": 0.8938969609582963, "mask_rcnn/false_negative": 0.08185544418694096, "mask_rcnn/false_positive": 0.12564950519886586, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.5, "time": 0.781594667583704, "total_loss": 1.6555932349147042} {"data_time": 0.01702800951898098, "eta_seconds": 108754.24790353887, "iteration": 130579, "loss_fcos_cls": 0.27517514990177006, "loss_fcos_ctr": 0.6242410000413656, "loss_fcos_loc": 0.20784986414946616, "loss_mask": 0.28235964756459, "loss_maskiou": 0.0054033299020375125, "loss_sem_seg": 0.2837782339192927, "lr": 0.01, "mask_rcnn/accuracy": 0.8677514945372089, "mask_rcnn/false_negative": 0.10273968017881563, "mask_rcnn/false_positive": 0.16588262860549005, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7826111745089293, "total_loss": 1.6836692007509555} {"data_time": 0.01651580259203911, "eta_seconds": 108700.18468606845, "iteration": 130599, "loss_fcos_cls": 0.2620935197919607, "loss_fcos_ctr": 0.6212143758311868, "loss_fcos_loc": 0.20496406964957714, "loss_mask": 0.2843095017597079, "loss_maskiou": 0.006272142360103317, "loss_sem_seg": 0.3239117553457618, "lr": 0.01, "mask_rcnn/accuracy": 0.8874798875075637, "mask_rcnn/false_negative": 0.11405562399766941, "mask_rcnn/false_positive": 0.1176447941324881, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7774797417223454, "total_loss": 1.6897846680512885} {"data_time": 0.017394314520061016, "eta_seconds": 108652.76274259668, "iteration": 130619, "loss_fcos_cls": 0.25853185495361686, "loss_fcos_ctr": 0.6233783913776278, "loss_fcos_loc": 0.20593820960493758, "loss_mask": 0.28353220224380493, "loss_maskiou": 0.006614001453272067, "loss_sem_seg": 0.2991085406392813, "lr": 0.01, "mask_rcnn/accuracy": 0.8603715904108076, "mask_rcnn/false_negative": 0.10700951085358223, "mask_rcnn/false_positive": 0.16220716617397507, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7855628924444318, "total_loss": 1.700435629230924} {"data_time": 0.01824404764920473, "eta_seconds": 108625.32526975404, "iteration": 130639, "loss_fcos_cls": 0.26443777116946876, "loss_fcos_ctr": 0.6198327103629708, "loss_fcos_loc": 0.20462973043322563, "loss_mask": 0.27256695460528135, "loss_maskiou": 0.006111567839980125, "loss_sem_seg": 0.33916240790858865, "lr": 0.01, "mask_rcnn/accuracy": 0.8740084989022063, "mask_rcnn/false_negative": 0.11359573610434294, "mask_rcnn/false_positive": 0.12979087006679207, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7665620846673846, "total_loss": 1.6918121802300448} {"data_time": 0.016786509193480015, "eta_seconds": 108621.58122926485, "iteration": 130659, "loss_fcos_cls": 0.26308446878101677, "loss_fcos_ctr": 0.6249886597506702, "loss_fcos_loc": 0.21610615064855665, "loss_mask": 0.28123681619763374, "loss_maskiou": 0.006157527197501622, "loss_sem_seg": 0.28934206580743194, "lr": 0.01, "mask_rcnn/accuracy": 0.8755683688431384, "mask_rcnn/false_negative": 0.10934527446748332, "mask_rcnn/false_positive": 0.14327547282010708, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7807883117347956, "total_loss": 1.6885585169075057} {"data_time": 0.015019563026726246, "eta_seconds": 108605.99047259893, "iteration": 130679, "loss_fcos_cls": 0.27732106391340494, "loss_fcos_ctr": 0.6185890091583133, "loss_fcos_loc": 0.1986907236278057, "loss_mask": 0.2702168542891741, "loss_maskiou": 0.005792880598164629, "loss_sem_seg": 0.2777365716174245, "lr": 0.01, "mask_rcnn/accuracy": 0.8865753011161175, "mask_rcnn/false_negative": 0.0875480686366906, "mask_rcnn/false_positive": 0.11672946637589134, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7805105801671743, "total_loss": 1.650481968987151} {"data_time": 0.016574623063206673, "eta_seconds": 108623.0693736067, "iteration": 130699, "loss_fcos_cls": 0.27132890559732914, "loss_fcos_ctr": 0.62035674136132, "loss_fcos_loc": 0.2060081631061621, "loss_mask": 0.281061218585819, "loss_maskiou": 0.006058566068531945, "loss_sem_seg": 0.30317124049179256, "lr": 0.01, "mask_rcnn/accuracy": 0.8631246201954728, "mask_rcnn/false_negative": 0.11527508383282963, "mask_rcnn/false_positive": 0.14512716396502875, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.7869033673778176, "total_loss": 1.7055453510183725} {"data_time": 0.01771584153175354, "eta_seconds": 108607.47392642777, "iteration": 130719, "loss_fcos_cls": 0.2689290342386812, "loss_fcos_ctr": 0.6213632794097066, "loss_fcos_loc": 0.2020671465434134, "loss_mask": 0.2744054365903139, "loss_maskiou": 0.006230364269868005, "loss_sem_seg": 0.342889373190701, "lr": 0.01, "mask_rcnn/accuracy": 0.8548198712624585, "mask_rcnn/false_negative": 0.10539195553719935, "mask_rcnn/false_positive": 0.19532105021561505, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.5, "time": 0.7916019484400749, "total_loss": 1.7100247555135866} {"data_time": 0.015758669935166836, "eta_seconds": 108605.17967586499, "iteration": 130739, "loss_fcos_cls": 0.2668699990026653, "loss_fcos_ctr": 0.6225226819515228, "loss_fcos_loc": 0.21085707913152874, "loss_mask": 0.2786564761772752, "loss_maskiou": 0.005863047146704048, "loss_sem_seg": 0.27672172570601106, "lr": 0.01, "mask_rcnn/accuracy": 0.8999914543981364, "mask_rcnn/false_negative": 0.08859514854378239, "mask_rcnn/false_positive": 0.11568731292746598, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.75, "time": 0.7842015223577619, "total_loss": 1.6768059967726003} {"data_time": 0.016037592664361, "eta_seconds": 108601.51116466057, "iteration": 130759, "loss_fcos_cls": 0.26510779676027596, "loss_fcos_ctr": 0.6227393997833133, "loss_fcos_loc": 0.2043929083738476, "loss_mask": 0.27650140784680843, "loss_maskiou": 0.0067892591614509, "loss_sem_seg": 0.30295976670458913, "lr": 0.01, "mask_rcnn/accuracy": 0.8673028292327384, "mask_rcnn/false_negative": 0.10900228452072624, "mask_rcnn/false_positive": 0.16692314257223534, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7847215142101049, "total_loss": 1.6705358829274246} {"data_time": 0.01734334323555231, "eta_seconds": 108616.9578028461, "iteration": 130779, "loss_fcos_cls": 0.2680709382984787, "loss_fcos_ctr": 0.6232124790549278, "loss_fcos_loc": 0.20888573105912656, "loss_mask": 0.28503649961203337, "loss_maskiou": 0.006314210593700409, "loss_sem_seg": 0.2990310792811215, "lr": 0.01, "mask_rcnn/accuracy": 0.8673137223639455, "mask_rcnn/false_negative": 0.10893586392358362, "mask_rcnn/false_positive": 0.1434067718803237, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.786244441755116, "total_loss": 1.6830807528021978} {"data_time": 0.016959545202553272, "eta_seconds": 108618.42501448095, "iteration": 130799, "loss_fcos_cls": 0.2540142821962945, "loss_fcos_ctr": 0.619761005975306, "loss_fcos_loc": 0.1912154881283641, "loss_mask": 0.26851401245221496, "loss_maskiou": 0.006103526640799828, "loss_sem_seg": 0.2786107650026679, "lr": 0.01, "mask_rcnn/accuracy": 0.9070584095707248, "mask_rcnn/false_negative": 0.06398219346171688, "mask_rcnn/false_positive": 0.12269015598466923, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.776398653164506, "total_loss": 1.6436313045123825} {"data_time": 0.015677036717534065, "eta_seconds": 108565.79796417523, "iteration": 130819, "loss_fcos_cls": 0.26839718921110034, "loss_fcos_ctr": 0.6194583252072334, "loss_fcos_loc": 0.19706419488647953, "loss_mask": 0.2733312901109457, "loss_maskiou": 0.006277893640799448, "loss_sem_seg": 0.2986110281199217, "lr": 0.01, "mask_rcnn/accuracy": 0.9139269770408163, "mask_rcnn/false_negative": 0.08987420517198123, "mask_rcnn/false_positive": 0.09367604826704957, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 23.0, "time": 0.7673590751364827, "total_loss": 1.6628020608768566} {"data_time": 0.016490799374878407, "eta_seconds": 108509.26220562402, "iteration": 130839, "loss_fcos_cls": 0.26562805427238345, "loss_fcos_ctr": 0.6221537087112665, "loss_fcos_loc": 0.20603633834980428, "loss_mask": 0.28280689660459757, "loss_maskiou": 0.006381786108249798, "loss_sem_seg": 0.2826512111350894, "lr": 0.01, "mask_rcnn/accuracy": 0.8686933717452499, "mask_rcnn/false_negative": 0.10546697555751681, "mask_rcnn/false_positive": 0.12871540366129292, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7723567960783839, "total_loss": 1.6858489814621862} {"data_time": 0.015409082174301147, "eta_seconds": 108511.59553126525, "iteration": 130859, "loss_fcos_cls": 0.27757995505817235, "loss_fcos_ctr": 0.6228542821481824, "loss_fcos_loc": 0.2023131251335144, "loss_mask": 0.27058533765375614, "loss_maskiou": 0.00576951599214226, "loss_sem_seg": 0.2928553962847218, "lr": 0.01, "mask_rcnn/accuracy": 0.8857284241447776, "mask_rcnn/false_negative": 0.08591327034412252, "mask_rcnn/false_positive": 0.14276961764467194, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.5, "time": 0.7840582393109798, "total_loss": 1.6649410944373813} {"data_time": 0.01653319038450718, "eta_seconds": 108538.94014904182, "iteration": 130879, "loss_fcos_cls": 0.25092376535758376, "loss_fcos_ctr": 0.622361303307116, "loss_fcos_loc": 0.20407737733330578, "loss_mask": 0.2841818952001631, "loss_maskiou": 0.006053516699466854, "loss_sem_seg": 0.27458745148032904, "lr": 0.01, "mask_rcnn/accuracy": 0.8800109070616884, "mask_rcnn/false_negative": 0.1004120024057151, "mask_rcnn/false_positive": 0.17731967526732942, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7950048223137856, "total_loss": 1.648851697013015} {"data_time": 0.015580710954964161, "eta_seconds": 108560.69654893689, "iteration": 130899, "loss_fcos_cls": 0.25818899646401405, "loss_fcos_ctr": 0.6205770168453455, "loss_fcos_loc": 0.20377742894925177, "loss_mask": 0.27721494622528553, "loss_maskiou": 0.006060434767277911, "loss_sem_seg": 0.300654374063015, "lr": 0.01, "mask_rcnn/accuracy": 0.8817246252395161, "mask_rcnn/false_negative": 0.09164108114927351, "mask_rcnn/false_positive": 0.14838859367139778, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7865707380697131, "total_loss": 1.6918938824819634} {"data_time": 0.017020195722579956, "eta_seconds": 108549.5661212327, "iteration": 130919, "loss_fcos_cls": 0.26395319891162217, "loss_fcos_ctr": 0.6205217186361551, "loss_fcos_loc": 0.20714450743980706, "loss_mask": 0.2754161264747381, "loss_maskiou": 0.005988517565128859, "loss_sem_seg": 0.3001667959615588, "lr": 0.01, "mask_rcnn/accuracy": 0.8798845521926546, "mask_rcnn/false_negative": 0.12180393725248324, "mask_rcnn/false_positive": 0.12776980425782475, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7845874782651663, "total_loss": 1.6945961264136713} {"data_time": 0.017325780354440212, "eta_seconds": 108519.44620177243, "iteration": 130939, "loss_fcos_cls": 0.25837249541655183, "loss_fcos_ctr": 0.6202291920781136, "loss_fcos_loc": 0.2099099784391001, "loss_mask": 0.2573453816585243, "loss_maskiou": 0.005521396360563813, "loss_sem_seg": 0.316012479364872, "lr": 0.01, "mask_rcnn/accuracy": 0.8906356794542635, "mask_rcnn/false_negative": 0.09076431251695438, "mask_rcnn/false_positive": 0.1343498446880098, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7675686283037066, "total_loss": 1.657239957159618} {"data_time": 0.015410100109875202, "eta_seconds": 108503.83874228317, "iteration": 130959, "loss_fcos_cls": 0.2660559688229114, "loss_fcos_ctr": 0.6215829821303487, "loss_fcos_loc": 0.2054982769768685, "loss_mask": 0.26654016179963946, "loss_maskiou": 0.005659655755152926, "loss_sem_seg": 0.2897634806577116, "lr": 0.01, "mask_rcnn/accuracy": 0.8750028550321023, "mask_rcnn/false_negative": 0.08505203131632394, "mask_rcnn/false_positive": 0.16156450710303713, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.25, "time": 0.766388232819736, "total_loss": 1.6582968475449889} {"data_time": 0.015884343534708023, "eta_seconds": 108477.97116355598, "iteration": 130979, "loss_fcos_cls": 0.26005381729919463, "loss_fcos_ctr": 0.6211588326841593, "loss_fcos_loc": 0.19977235072292387, "loss_mask": 0.25942994747310877, "loss_maskiou": 0.00521078229212435, "loss_sem_seg": 0.28514692245516926, "lr": 0.01, "mask_rcnn/accuracy": 0.8993959816308326, "mask_rcnn/false_negative": 0.08161764749076686, "mask_rcnn/false_positive": 0.1143318984599043, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.5, "time": 0.7786271655932069, "total_loss": 1.6375591603355133} {"data_time": 0.016464024782180786, "eta_seconds": 108435.71937552188, "iteration": 130999, "loss_fcos_cls": 0.2660999703221023, "loss_fcos_ctr": 0.6237281961366534, "loss_fcos_loc": 0.20193436462432146, "loss_mask": 0.2718774965032935, "loss_maskiou": 0.005814814619952813, "loss_sem_seg": 0.2969520641490817, "lr": 0.01, "mask_rcnn/accuracy": 0.8885444290710635, "mask_rcnn/false_negative": 0.10895469908866659, "mask_rcnn/false_positive": 0.12277711173067796, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7760771391913295, "total_loss": 1.6726905079412973} {"data_time": 0.017166598699986935, "eta_seconds": 108398.72324369755, "iteration": 131019, "loss_fcos_cls": 0.25983052235096693, "loss_fcos_ctr": 0.6196528058499098, "loss_fcos_loc": 0.19738559750840068, "loss_mask": 0.27136220037937164, "loss_maskiou": 0.005511202252819203, "loss_sem_seg": 0.31876051030121744, "lr": 0.01, "mask_rcnn/accuracy": 0.8679125496352387, "mask_rcnn/false_negative": 0.1045520586712877, "mask_rcnn/false_positive": 0.13786423453701413, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7757402788847685, "total_loss": 1.6907494857878191} {"data_time": 0.015652443282306194, "eta_seconds": 108350.69589637965, "iteration": 131039, "loss_fcos_cls": 0.2564993309788406, "loss_fcos_ctr": 0.6181896766647696, "loss_fcos_loc": 0.19151503266766667, "loss_mask": 0.27003026846796274, "loss_maskiou": 0.006132612506917212, "loss_sem_seg": 0.2567370389588177, "lr": 0.01, "mask_rcnn/accuracy": 0.9103855965463108, "mask_rcnn/false_negative": 0.06972950867925368, "mask_rcnn/false_positive": 0.14254037883044735, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7678857864812016, "total_loss": 1.583232340592076} {"data_time": 0.01635869313031435, "eta_seconds": 108337.71962052304, "iteration": 131059, "loss_fcos_cls": 0.2759295622818172, "loss_fcos_ctr": 0.624537879601121, "loss_fcos_loc": 0.2060695174150169, "loss_mask": 0.2807120680809021, "loss_maskiou": 0.005722584668546915, "loss_sem_seg": 0.2728587200399488, "lr": 0.01, "mask_rcnn/accuracy": 0.8952274659863946, "mask_rcnn/false_negative": 0.09084673142846639, "mask_rcnn/false_positive": 0.1150645474279163, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.5, "time": 0.7818708242848516, "total_loss": 1.704177769835951} {"data_time": 0.01619054190814495, "eta_seconds": 108322.12484005932, "iteration": 131079, "loss_fcos_cls": 0.2724266517907381, "loss_fcos_ctr": 0.6243773074820638, "loss_fcos_loc": 0.2112335718702525, "loss_mask": 0.2694870261475444, "loss_maskiou": 0.005803587264381349, "loss_sem_seg": 0.30380977247841656, "lr": 0.01, "mask_rcnn/accuracy": 0.8810347081379135, "mask_rcnn/false_negative": 0.09759716850635733, "mask_rcnn/false_positive": 0.15067159085865972, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7731391433626413, "total_loss": 1.6622403671208303} {"data_time": 0.016696558333933353, "eta_seconds": 108347.38867389876, "iteration": 131099, "loss_fcos_cls": 0.2523598263505846, "loss_fcos_ctr": 0.6223105946555734, "loss_fcos_loc": 0.20066820876672864, "loss_mask": 0.2727129142731428, "loss_maskiou": 0.005655544075125363, "loss_sem_seg": 0.25988107407465577, "lr": 0.01, "mask_rcnn/accuracy": 0.8956638785321821, "mask_rcnn/false_negative": 0.07809332434313146, "mask_rcnn/false_positive": 0.14260664129150807, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.0, "time": 0.7876400211825967, "total_loss": 1.6318331280781422} {"data_time": 0.01637317333370447, "eta_seconds": 108331.78801030759, "iteration": 131119, "loss_fcos_cls": 0.2636130806058645, "loss_fcos_ctr": 0.6231839405372739, "loss_fcos_loc": 0.20816428761463612, "loss_mask": 0.2793103065341711, "loss_maskiou": 0.005877883482753532, "loss_sem_seg": 0.28172453260049224, "lr": 0.01, "mask_rcnn/accuracy": 0.8949373392308175, "mask_rcnn/false_negative": 0.0957244310524579, "mask_rcnn/false_positive": 0.13079389897902627, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7869100337848067, "total_loss": 1.6489097145968117} {"data_time": 0.01750070508569479, "eta_seconds": 108302.86253813189, "iteration": 131139, "loss_fcos_cls": 0.2649085323791951, "loss_fcos_ctr": 0.6211004909127951, "loss_fcos_loc": 0.19865431543439627, "loss_mask": 0.2833031630143523, "loss_maskiou": 0.005845700259669684, "loss_sem_seg": 0.2846863432787359, "lr": 0.01, "mask_rcnn/accuracy": 0.8767904565672422, "mask_rcnn/false_negative": 0.09559914647398354, "mask_rcnn/false_positive": 0.14134384500524633, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7739548506215215, "total_loss": 1.6711702489992604} {"data_time": 0.0155449528247118, "eta_seconds": 108300.58668312524, "iteration": 131159, "loss_fcos_cls": 0.2644836918916553, "loss_fcos_ctr": 0.622682211920619, "loss_fcos_loc": 0.20679452316835523, "loss_mask": 0.27527535054832697, "loss_maskiou": 0.005779286802862771, "loss_sem_seg": 0.28414053563028574, "lr": 0.01, "mask_rcnn/accuracy": 0.8716525381066198, "mask_rcnn/false_negative": 0.10211140700568906, "mask_rcnn/false_positive": 0.14951719141558806, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.8033078433945775, "total_loss": 1.6915851424564607} {"data_time": 0.015167023055255413, "eta_seconds": 108321.9113291949, "iteration": 131179, "loss_fcos_cls": 0.26219906855840236, "loss_fcos_ctr": 0.6229447638615966, "loss_fcos_loc": 0.21250568382674828, "loss_mask": 0.2831931281834841, "loss_maskiou": 0.006173928535645246, "loss_sem_seg": 0.29544004425406456, "lr": 0.01, "mask_rcnn/accuracy": 0.8851352030239956, "mask_rcnn/false_negative": 0.07855440199953129, "mask_rcnn/false_positive": 0.13322442156149827, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7893315022811294, "total_loss": 1.6926146048790542} {"data_time": 0.014791606925427914, "eta_seconds": 108324.63988558296, "iteration": 131199, "loss_fcos_cls": 0.26619433565065265, "loss_fcos_ctr": 0.6204959824681282, "loss_fcos_loc": 0.1974514329340309, "loss_mask": 0.2792010707780719, "loss_maskiou": 0.00553181124269031, "loss_sem_seg": 0.3420535195618868, "lr": 0.01, "mask_rcnn/accuracy": 0.8859024725274726, "mask_rcnn/false_negative": 0.07874044246370722, "mask_rcnn/false_positive": 0.15700436657961214, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7796099027618766, "total_loss": 1.7361392351449467} {"data_time": 0.01564512401819229, "eta_seconds": 108357.30531432014, "iteration": 131219, "loss_fcos_cls": 0.2814835135359317, "loss_fcos_ctr": 0.6239168364554644, "loss_fcos_loc": 0.2073917785892263, "loss_mask": 0.27921287529170513, "loss_maskiou": 0.005345060635590926, "loss_sem_seg": 0.3062963397242129, "lr": 0.01, "mask_rcnn/accuracy": 0.8744459236622744, "mask_rcnn/false_negative": 0.09681811434695492, "mask_rcnn/false_positive": 0.1575182891371246, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.5, "time": 0.7863091062754393, "total_loss": 1.7099341552675469} {"data_time": 0.015421816147863865, "eta_seconds": 108275.09337888658, "iteration": 131239, "loss_fcos_cls": 0.2659343734267168, "loss_fcos_ctr": 0.6245315996930003, "loss_fcos_loc": 0.20789132826030254, "loss_mask": 0.27229571528732777, "loss_maskiou": 0.005945230284851277, "loss_sem_seg": 0.3169872257858515, "lr": 0.01, "mask_rcnn/accuracy": 0.8760901408927724, "mask_rcnn/false_negative": 0.07957673437780197, "mask_rcnn/false_positive": 0.16244733552376933, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.7789849219843745, "total_loss": 1.6860457600123482} {"data_time": 0.017478405497968197, "eta_seconds": 108222.58336516935, "iteration": 131259, "loss_fcos_cls": 0.25513044907711446, "loss_fcos_ctr": 0.6157885994762182, "loss_fcos_loc": 0.18682384415296838, "loss_mask": 0.2711502006277442, "loss_maskiou": 0.005797046867883182, "loss_sem_seg": 0.29867621790617704, "lr": 0.01, "mask_rcnn/accuracy": 0.8981358949829932, "mask_rcnn/false_negative": 0.08695899779305, "mask_rcnn/false_positive": 0.11093275442003897, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.0, "time": 0.7753190631046891, "total_loss": 1.6555652967181231} {"data_time": 0.017634320072829723, "eta_seconds": 108196.07265595533, "iteration": 131279, "loss_fcos_cls": 0.2846858239499852, "loss_fcos_ctr": 0.6209385530091822, "loss_fcos_loc": 0.20325703255366534, "loss_mask": 0.28501869179308414, "loss_maskiou": 0.0061742330362903886, "loss_sem_seg": 0.29095113556832075, "lr": 0.01, "mask_rcnn/accuracy": 0.880508692562264, "mask_rcnn/false_negative": 0.08863333000189941, "mask_rcnn/false_positive": 0.13441794704270152, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 24.25, "time": 0.7985962349921465, "total_loss": 1.6997469574198476} {"data_time": 0.01675555296242237, "eta_seconds": 108191.382037987, "iteration": 131299, "loss_fcos_cls": 0.27212089486420155, "loss_fcos_ctr": 0.622274330817163, "loss_fcos_loc": 0.2048422850202769, "loss_mask": 0.28525901213288307, "loss_maskiou": 0.006118625831732061, "loss_sem_seg": 0.29452767805196345, "lr": 0.01, "mask_rcnn/accuracy": 0.8830047255220497, "mask_rcnn/false_negative": 0.08486430981853305, "mask_rcnn/false_positive": 0.14493455323895663, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7875434206798673, "total_loss": 1.7157967767525406} {"data_time": 0.01730409823358059, "eta_seconds": 108197.32252395898, "iteration": 131319, "loss_fcos_cls": 0.260930516757071, "loss_fcos_ctr": 0.6222048634663224, "loss_fcos_loc": 0.2064627013169229, "loss_mask": 0.28704063035547733, "loss_maskiou": 0.006599510517844465, "loss_sem_seg": 0.26447139866650105, "lr": 0.01, "mask_rcnn/accuracy": 0.8822321788181766, "mask_rcnn/false_negative": 0.09679432337462736, "mask_rcnn/false_positive": 0.15204300318249778, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.25, "time": 0.7732360875234008, "total_loss": 1.6716483654990952} {"data_time": 0.015989900566637516, "eta_seconds": 108197.06346170604, "iteration": 131339, "loss_fcos_cls": 0.2506347604794428, "loss_fcos_ctr": 0.6217269133776426, "loss_fcos_loc": 0.20886184950359166, "loss_mask": 0.27504802215844393, "loss_maskiou": 0.005808964604511857, "loss_sem_seg": 0.3255551606416702, "lr": 0.01, "mask_rcnn/accuracy": 0.8745964109781843, "mask_rcnn/false_negative": 0.11191683487100701, "mask_rcnn/false_positive": 0.15066648275818606, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.7956091482192278, "total_loss": 1.6935535533411894} {"data_time": 0.01629422977566719, "eta_seconds": 108191.68955249805, "iteration": 131359, "loss_fcos_cls": 0.2582672100979835, "loss_fcos_ctr": 0.6172221545130014, "loss_fcos_loc": 0.19966866227332503, "loss_mask": 0.27337481267750263, "loss_maskiou": 0.005999632281600498, "loss_sem_seg": 0.3150059813633561, "lr": 0.01, "mask_rcnn/accuracy": 0.8701142828265327, "mask_rcnn/false_negative": 0.08962024903524435, "mask_rcnn/false_positive": 0.1570845228488678, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7765259565785527, "total_loss": 1.687522096268367} {"data_time": 0.01649925857782364, "eta_seconds": 108150.51121345907, "iteration": 131379, "loss_fcos_cls": 0.25143178133293986, "loss_fcos_ctr": 0.6197576122358441, "loss_fcos_loc": 0.19230518187396228, "loss_mask": 0.28016187623143196, "loss_maskiou": 0.005502230516867712, "loss_sem_seg": 0.2789668058976531, "lr": 0.01, "mask_rcnn/accuracy": 0.8826162468382939, "mask_rcnn/false_negative": 0.09322741748303984, "mask_rcnn/false_positive": 0.13300649332806008, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.0, "time": 0.7658252958208323, "total_loss": 1.6196576897855266} {"data_time": 0.01609973330050707, "eta_seconds": 108168.55363276694, "iteration": 131399, "loss_fcos_cls": 0.26205767632927746, "loss_fcos_ctr": 0.6214708471670747, "loss_fcos_loc": 0.1991352322511375, "loss_mask": 0.28044369630515575, "loss_maskiou": 0.006062858083168976, "loss_sem_seg": 0.2959301262162626, "lr": 0.01, "mask_rcnn/accuracy": 0.8627475909737999, "mask_rcnn/false_negative": 0.12275629691141846, "mask_rcnn/false_positive": 0.16462289268368074, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 39.25, "time": 0.7922293599694967, "total_loss": 1.652244711513049} {"data_time": 0.015994823537766933, "eta_seconds": 108097.77805643994, "iteration": 131419, "loss_fcos_cls": 0.2683426004368812, "loss_fcos_ctr": 0.6230057841166854, "loss_fcos_loc": 0.2144769025617279, "loss_mask": 0.26844711881130934, "loss_maskiou": 0.006650190247455612, "loss_sem_seg": 0.29184541990980506, "lr": 0.01, "mask_rcnn/accuracy": 0.8919663103336573, "mask_rcnn/false_negative": 0.07770198685346805, "mask_rcnn/false_positive": 0.1382584155191369, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7666207430884242, "total_loss": 1.6434167215702473} {"data_time": 0.016674038022756577, "eta_seconds": 108041.41879171226, "iteration": 131439, "loss_fcos_cls": 0.2683244391810149, "loss_fcos_ctr": 0.6211705328896642, "loss_fcos_loc": 0.20413245225790888, "loss_mask": 0.2806484252214432, "loss_maskiou": 0.005519526734133251, "loss_sem_seg": 0.2849350688047707, "lr": 0.01, "mask_rcnn/accuracy": 0.8763978194017332, "mask_rcnn/false_negative": 0.09868720437232603, "mask_rcnn/false_positive": 0.17965291940291334, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7688556872308254, "total_loss": 1.647649003600236} {"data_time": 0.01656949706375599, "eta_seconds": 108040.0501997387, "iteration": 131459, "loss_fcos_cls": 0.25957471411675215, "loss_fcos_ctr": 0.6230248939245939, "loss_fcos_loc": 0.2099519893527031, "loss_mask": 0.26185482554137707, "loss_maskiou": 0.0054697695159120485, "loss_sem_seg": 0.26397538371384144, "lr": 0.01, "mask_rcnn/accuracy": 0.8688709123144092, "mask_rcnn/false_negative": 0.11473564693570171, "mask_rcnn/false_positive": 0.16015450473214393, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.78050472214818, "total_loss": 1.645125798691879} {"data_time": 0.017245634458959103, "eta_seconds": 108040.08174952306, "iteration": 131479, "loss_fcos_cls": 0.2758482473436743, "loss_fcos_ctr": 0.6195499645546079, "loss_fcos_loc": 0.199736496550031, "loss_mask": 0.28838360495865345, "loss_maskiou": 0.006419062439817935, "loss_sem_seg": 0.3064799942076206, "lr": 0.01, "mask_rcnn/accuracy": 0.8784806295399517, "mask_rcnn/false_negative": 0.09291787311741172, "mask_rcnn/false_positive": 0.1462310883367261, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7777461549267173, "total_loss": 1.694939252382028} {"data_time": 0.01664294023066759, "eta_seconds": 107954.9958394831, "iteration": 131499, "loss_fcos_cls": 0.26505843875929713, "loss_fcos_ctr": 0.6204878324642777, "loss_fcos_loc": 0.19995873991865665, "loss_mask": 0.2722470164299011, "loss_maskiou": 0.006135793060821015, "loss_sem_seg": 0.2762126219458878, "lr": 0.01, "mask_rcnn/accuracy": 0.8697132470145548, "mask_rcnn/false_negative": 0.08894386456761483, "mask_rcnn/false_positive": 0.14954505979576482, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.0, "time": 0.7762788003310561, "total_loss": 1.6263265463494463} {"data_time": 0.01803366281092167, "eta_seconds": 107977.28644513246, "iteration": 131519, "loss_fcos_cls": 0.26659315917640924, "loss_fcos_ctr": 0.6203975062817335, "loss_fcos_loc": 0.20406782149802893, "loss_mask": 0.2755784997716546, "loss_maskiou": 0.0061992109403945506, "loss_sem_seg": 0.29133373172953725, "lr": 0.01, "mask_rcnn/accuracy": 0.8815821716010348, "mask_rcnn/false_negative": 0.09212702630702, "mask_rcnn/false_positive": 0.12873132198261714, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.5, "time": 0.7811558246612549, "total_loss": 1.6559220797062153} {"data_time": 0.015146012417972088, "eta_seconds": 108004.17407489289, "iteration": 131539, "loss_fcos_cls": 0.2684180864598602, "loss_fcos_ctr": 0.6202846602536738, "loss_fcos_loc": 0.19773615594021976, "loss_mask": 0.2663409486413002, "loss_maskiou": 0.0063727664382895455, "loss_sem_seg": 0.2959238891489804, "lr": 0.01, "mask_rcnn/accuracy": 0.886730138483965, "mask_rcnn/false_negative": 0.10023784034122263, "mask_rcnn/false_positive": 0.11179170508050336, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7692682612687349, "total_loss": 1.6851195103954524} {"data_time": 0.016021760180592537, "eta_seconds": 107977.68538695015, "iteration": 131559, "loss_fcos_cls": 0.2697272994555533, "loss_fcos_ctr": 0.6237249039113522, "loss_fcos_loc": 0.2082654715050012, "loss_mask": 0.2819029586389661, "loss_maskiou": 0.006389542235410772, "loss_sem_seg": 0.33334148954600096, "lr": 0.01, "mask_rcnn/accuracy": 0.8741693178908225, "mask_rcnn/false_negative": 0.12294158286067673, "mask_rcnn/false_positive": 0.13071883783840896, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7746546566486359, "total_loss": 1.7113326644030167} {"data_time": 0.015443175099790096, "eta_seconds": 107930.50286336523, "iteration": 131579, "loss_fcos_cls": 0.2745136530138552, "loss_fcos_ctr": 0.620696737896651, "loss_fcos_loc": 0.20376584422774613, "loss_mask": 0.28660088032484055, "loss_maskiou": 0.006298896987573244, "loss_sem_seg": 0.2907585999928415, "lr": 0.01, "mask_rcnn/accuracy": 0.8744886347396101, "mask_rcnn/false_negative": 0.1008979450012317, "mask_rcnn/false_positive": 0.16043522431529084, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.76856579631567, "total_loss": 1.684927143905952} {"data_time": 0.01871220674365759, "eta_seconds": 107906.9332843041, "iteration": 131599, "loss_fcos_cls": 0.2609964266885072, "loss_fcos_ctr": 0.6212057024240494, "loss_fcos_loc": 0.1976554022403434, "loss_mask": 0.2934097396209836, "loss_maskiou": 0.0063489911844953895, "loss_sem_seg": 0.29068808164447546, "lr": 0.01, "mask_rcnn/accuracy": 0.8781870883273944, "mask_rcnn/false_negative": 0.10685761774057617, "mask_rcnn/false_positive": 0.14521378844761834, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7659496115520597, "total_loss": 1.6671096323407255} {"data_time": 0.015838509425520897, "eta_seconds": 107868.85686930455, "iteration": 131619, "loss_fcos_cls": 0.27527687745168805, "loss_fcos_ctr": 0.6223347280174494, "loss_fcos_loc": 0.21118413168005645, "loss_mask": 0.27633008966222405, "loss_maskiou": 0.005768382252426818, "loss_sem_seg": 0.3058486816007644, "lr": 0.01, "mask_rcnn/accuracy": 0.9003790039448868, "mask_rcnn/false_negative": 0.09447350602629248, "mask_rcnn/false_positive": 0.11171373100612206, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7811246141791344, "total_loss": 1.6985060557199176} {"data_time": 0.017833083868026733, "eta_seconds": 107936.45059040282, "iteration": 131639, "loss_fcos_cls": 0.2707276663277298, "loss_fcos_ctr": 0.6231453635264188, "loss_fcos_loc": 0.21009004663210362, "loss_mask": 0.28463127836585045, "loss_maskiou": 0.006967647350393236, "loss_sem_seg": 0.30948854400776327, "lr": 0.01, "mask_rcnn/accuracy": 0.9036286066150598, "mask_rcnn/false_negative": 0.09798870232923992, "mask_rcnn/false_positive": 0.13553356481726642, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.5, "time": 0.7832777183502913, "total_loss": 1.7030984185694251} {"data_time": 0.018529076129198074, "eta_seconds": 107965.64150410611, "iteration": 131659, "loss_fcos_cls": 0.25321294413879514, "loss_fcos_ctr": 0.6227351548150182, "loss_fcos_loc": 0.20355756778735667, "loss_mask": 0.28217724431306124, "loss_maskiou": 0.006428309316106606, "loss_sem_seg": 0.28707651142030954, "lr": 0.01, "mask_rcnn/accuracy": 0.8724562103753066, "mask_rcnn/false_negative": 0.10494476177091014, "mask_rcnn/false_positive": 0.1304338084634272, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.0, "time": 0.7983550149947405, "total_loss": 1.6687575604228186} {"data_time": 0.01694417279213667, "eta_seconds": 107892.71196231712, "iteration": 131679, "loss_fcos_cls": 0.2566326536471024, "loss_fcos_ctr": 0.6216321690008044, "loss_fcos_loc": 0.1944485876010731, "loss_mask": 0.26592792151495814, "loss_maskiou": 0.005773670822236454, "loss_sem_seg": 0.2727485243231058, "lr": 0.01, "mask_rcnn/accuracy": 0.8828629806154438, "mask_rcnn/false_negative": 0.10763144104459905, "mask_rcnn/false_positive": 0.12999423395234355, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.75, "time": 0.7590892435982823, "total_loss": 1.6456685596058378} {"data_time": 0.016644432209432125, "eta_seconds": 107771.198463846, "iteration": 131699, "loss_fcos_cls": 0.2659869291819632, "loss_fcos_ctr": 0.6216717981733382, "loss_fcos_loc": 0.20361103164032102, "loss_mask": 0.2789197815582156, "loss_maskiou": 0.006361680352711119, "loss_sem_seg": 0.27823930187150836, "lr": 0.01, "mask_rcnn/accuracy": 0.8926303691787417, "mask_rcnn/false_negative": 0.09271949300429494, "mask_rcnn/false_positive": 0.14474493433633648, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.5, "time": 0.7741174949333072, "total_loss": 1.6608308838913217} {"data_time": 0.015387137420475483, "eta_seconds": 107755.61344299093, "iteration": 131719, "loss_fcos_cls": 0.2737009774427861, "loss_fcos_ctr": 0.6214532190933824, "loss_fcos_loc": 0.20183506328612566, "loss_mask": 0.26670407224446535, "loss_maskiou": 0.005931813735514879, "loss_sem_seg": 0.3040736271068454, "lr": 0.01, "mask_rcnn/accuracy": 0.8720983523279442, "mask_rcnn/false_negative": 0.1042878466579543, "mask_rcnn/false_positive": 0.166409515935099, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.0, "time": 0.7935819327831268, "total_loss": 1.7086742360697826} {"data_time": 0.016195249743759632, "eta_seconds": 107733.94051378313, "iteration": 131739, "loss_fcos_cls": 0.2732653154525906, "loss_fcos_ctr": 0.6212706947699189, "loss_fcos_loc": 0.19794025912415236, "loss_mask": 0.2647804282605648, "loss_maskiou": 0.005517238780157641, "loss_sem_seg": 0.278835975099355, "lr": 0.01, "mask_rcnn/accuracy": 0.8922392050040355, "mask_rcnn/false_negative": 0.0892439320556769, "mask_rcnn/false_positive": 0.1537216862946244, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.7813148340210319, "total_loss": 1.6569292452077207} {"data_time": 0.015209001488983631, "eta_seconds": 107718.35637356807, "iteration": 131759, "loss_fcos_cls": 0.2645994867198169, "loss_fcos_ctr": 0.6199720851145685, "loss_fcos_loc": 0.2027598530985415, "loss_mask": 0.2689967807382345, "loss_maskiou": 0.00649150027311407, "loss_sem_seg": 0.2791615976020694, "lr": 0.01, "mask_rcnn/accuracy": 0.862880636125418, "mask_rcnn/false_negative": 0.10650078897896592, "mask_rcnn/false_positive": 0.16604954262645133, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.0, "time": 0.7854730002582073, "total_loss": 1.6540945293018012} {"data_time": 0.015286347828805447, "eta_seconds": 107741.12542552501, "iteration": 131779, "loss_fcos_cls": 0.27081990521401167, "loss_fcos_ctr": 0.6220108550041914, "loss_fcos_loc": 0.20887525053694844, "loss_mask": 0.2814815379679203, "loss_maskiou": 0.005956485896604136, "loss_sem_seg": 0.32471258006989956, "lr": 0.01, "mask_rcnn/accuracy": 0.8625266371608884, "mask_rcnn/false_negative": 0.11306299478504309, "mask_rcnn/false_positive": 0.15619358208283446, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.0, "time": 0.7957463907077909, "total_loss": 1.722069773470139} {"data_time": 0.016268388368189335, "eta_seconds": 107856.3811271349, "iteration": 131799, "loss_fcos_cls": 0.2779661451932043, "loss_fcos_ctr": 0.6209980854764581, "loss_fcos_loc": 0.19987392605980858, "loss_mask": 0.2739179292693734, "loss_maskiou": 0.006449209598940797, "loss_sem_seg": 0.2940426995046437, "lr": 0.01, "mask_rcnn/accuracy": 0.885756250552169, "mask_rcnn/false_negative": 0.09456644353372787, "mask_rcnn/false_positive": 0.14436023837214662, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.5, "time": 0.7863804856315255, "total_loss": 1.6845826745502563} {"data_time": 0.016130066476762295, "eta_seconds": 107903.99032421969, "iteration": 131819, "loss_fcos_cls": 0.2715163000393659, "loss_fcos_ctr": 0.62131401989609, "loss_fcos_loc": 0.2155404626391828, "loss_mask": 0.2769817914813757, "loss_maskiou": 0.005767364673374686, "loss_sem_seg": 0.32582162553444505, "lr": 0.01, "mask_rcnn/accuracy": 0.8898927626606199, "mask_rcnn/false_negative": 0.08618242031502907, "mask_rcnn/false_positive": 0.14015664745203368, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7820936916396022, "total_loss": 1.7173864424403291} {"data_time": 0.018142977729439735, "eta_seconds": 107910.73916766047, "iteration": 131839, "loss_fcos_cls": 0.2567020843271166, "loss_fcos_ctr": 0.6231502061709762, "loss_fcos_loc": 0.20796140236780047, "loss_mask": 0.2863829229027033, "loss_maskiou": 0.006027406467183027, "loss_sem_seg": 0.2782340729609132, "lr": 0.01, "mask_rcnn/accuracy": 0.8646311649659864, "mask_rcnn/false_negative": 0.10909267240550607, "mask_rcnn/false_positive": 0.14847680847176165, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.25, "time": 0.7809227630496025, "total_loss": 1.6527656624602969} {"data_time": 0.017525882460176945, "eta_seconds": 107902.43328283634, "iteration": 131859, "loss_fcos_cls": 0.26418153184931725, "loss_fcos_ctr": 0.6240540603175759, "loss_fcos_loc": 0.2017260012216866, "loss_mask": 0.2755720969289541, "loss_maskiou": 0.006725579813064542, "loss_sem_seg": 0.29113512113690376, "lr": 0.01, "mask_rcnn/accuracy": 0.8716118155501051, "mask_rcnn/false_negative": 0.08855552618439216, "mask_rcnn/false_positive": 0.16054492095143755, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.7849702639505267, "total_loss": 1.7063722541133757} {"data_time": 0.014544697478413582, "eta_seconds": 107863.35586737003, "iteration": 131879, "loss_fcos_cls": 0.27862542890943587, "loss_fcos_ctr": 0.6262304508127272, "loss_fcos_loc": 0.20838644658215344, "loss_mask": 0.2910173060372472, "loss_maskiou": 0.006076274294173345, "loss_sem_seg": 0.28371144947595894, "lr": 0.01, "mask_rcnn/accuracy": 0.8798760224372559, "mask_rcnn/false_negative": 0.09361665949201856, "mask_rcnn/false_positive": 0.1565909793702122, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.5, "time": 0.7784410556778312, "total_loss": 1.6920930816268083} {"data_time": 0.01826290600001812, "eta_seconds": 107847.73719159048, "iteration": 131899, "loss_fcos_cls": 0.2680969819193706, "loss_fcos_ctr": 0.6228315848857164, "loss_fcos_loc": 0.20853409823030233, "loss_mask": 0.2855455446988344, "loss_maskiou": 0.005776608326414134, "loss_sem_seg": 0.2821764412801713, "lr": 0.01, "mask_rcnn/accuracy": 0.8700920144401466, "mask_rcnn/false_negative": 0.11002177732772447, "mask_rcnn/false_positive": 0.18304111135000864, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7828362686559558, "total_loss": 1.6750980098877335} {"data_time": 0.017503056675195694, "eta_seconds": 107796.43618475553, "iteration": 131919, "loss_fcos_cls": 0.28306924866046757, "loss_fcos_ctr": 0.622171375202015, "loss_fcos_loc": 0.21782694582361728, "loss_mask": 0.26802091486752033, "loss_maskiou": 0.0062496253522112966, "loss_sem_seg": 0.31327964179217815, "lr": 0.01, "mask_rcnn/accuracy": 0.8855854841936774, "mask_rcnn/false_negative": 0.09877464439741823, "mask_rcnn/false_positive": 0.128312603503951, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.768005563877523, "total_loss": 1.7542795431945706} {"data_time": 0.015873465687036514, "eta_seconds": 107757.22515649535, "iteration": 131939, "loss_fcos_cls": 0.2672854464035481, "loss_fcos_ctr": 0.6232201661914587, "loss_fcos_loc": 0.21140638063661754, "loss_mask": 0.2813207432627678, "loss_maskiou": 0.006238325091544539, "loss_sem_seg": 0.2878712327219546, "lr": 0.01, "mask_rcnn/accuracy": 0.8828784370557925, "mask_rcnn/false_negative": 0.08393241888308006, "mask_rcnn/false_positive": 0.12091291212727054, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.75, "time": 0.7703976621851325, "total_loss": 1.6706682615003956} {"data_time": 0.01763790100812912, "eta_seconds": 107741.61506745405, "iteration": 131959, "loss_fcos_cls": 0.2760273455642164, "loss_fcos_ctr": 0.6197404088452458, "loss_fcos_loc": 0.20511754392646253, "loss_mask": 0.28411800786852837, "loss_maskiou": 0.006247841381991748, "loss_sem_seg": 0.2815100094303489, "lr": 0.01, "mask_rcnn/accuracy": 0.8637639933414163, "mask_rcnn/false_negative": 0.11607260233657066, "mask_rcnn/false_positive": 0.14821500118649267, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7720121908932924, "total_loss": 1.6725961471202027} {"data_time": 0.016865518875420094, "eta_seconds": 107756.09629209246, "iteration": 131979, "loss_fcos_cls": 0.2817488124128431, "loss_fcos_ctr": 0.6210151435807347, "loss_fcos_loc": 0.20100837503559887, "loss_mask": 0.28276236820966005, "loss_maskiou": 0.006322143439319916, "loss_sem_seg": 0.27755185100249946, "lr": 0.01, "mask_rcnn/accuracy": 0.8908649872099907, "mask_rcnn/false_negative": 0.09038177653340394, "mask_rcnn/false_positive": 0.13837221725882726, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.25, "time": 0.7797630522400141, "total_loss": 1.700706773699494} {"data_time": 0.01496348436921835, "eta_seconds": 107773.7776408298, "iteration": 131999, "loss_fcos_cls": 0.2647744014393538, "loss_fcos_ctr": 0.6206240793690085, "loss_fcos_loc": 0.20272560266312212, "loss_mask": 0.2779875975102186, "loss_maskiou": 0.00624785284162499, "loss_sem_seg": 0.28007060568779707, "lr": 0.01, "mask_rcnn/accuracy": 0.8872950270089484, "mask_rcnn/false_negative": 0.10210388974198167, "mask_rcnn/false_positive": 0.15891753457627683, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7728831898421049, "total_loss": 1.663985917068203} {"data_time": 0.0188274048268795, "eta_seconds": 107758.15836594906, "iteration": 132019, "loss_fcos_cls": 0.27219829289242625, "loss_fcos_ctr": 0.6231284867972136, "loss_fcos_loc": 0.20871868962422013, "loss_mask": 0.2716431049630046, "loss_maskiou": 0.006070428324164823, "loss_sem_seg": 0.2973419036716223, "lr": 0.01, "mask_rcnn/accuracy": 0.8741577234342013, "mask_rcnn/false_negative": 0.11717266310974554, "mask_rcnn/false_positive": 0.13000872687707615, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 25.75, "time": 0.7716220859438181, "total_loss": 1.6994343030819437} {"data_time": 0.016573852859437466, "eta_seconds": 107798.79047516361, "iteration": 132039, "loss_fcos_cls": 0.264047214994207, "loss_fcos_ctr": 0.620676551014185, "loss_fcos_loc": 0.20838943135458976, "loss_mask": 0.28193255653604865, "loss_maskiou": 0.006392437542672269, "loss_sem_seg": 0.2664569434709847, "lr": 0.01, "mask_rcnn/accuracy": 0.8763257363384914, "mask_rcnn/false_negative": 0.1037500402740471, "mask_rcnn/false_positive": 0.16362213085614058, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.25, "time": 0.7942147720605135, "total_loss": 1.6520259639873984} {"data_time": 0.018514086492359638, "eta_seconds": 107726.91981618758, "iteration": 132059, "loss_fcos_cls": 0.28103674203157425, "loss_fcos_ctr": 0.6216073576360941, "loss_fcos_loc": 0.20701303193345666, "loss_mask": 0.2762409127317369, "loss_maskiou": 0.006334516278002411, "loss_sem_seg": 0.2721736051607877, "lr": 0.01, "mask_rcnn/accuracy": 0.8810671768707483, "mask_rcnn/false_negative": 0.08229838414644841, "mask_rcnn/false_positive": 0.15456868844022356, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7674689395353198, "total_loss": 1.68137812531495} {"data_time": 0.01550061721354723, "eta_seconds": 107730.59048944246, "iteration": 132079, "loss_fcos_cls": 0.2677107641939074, "loss_fcos_ctr": 0.6228779349476099, "loss_fcos_loc": 0.21189860231243074, "loss_mask": 0.2884646588936448, "loss_maskiou": 0.00702919191098772, "loss_sem_seg": 0.28687856043688953, "lr": 0.01, "mask_rcnn/accuracy": 0.8748366648712271, "mask_rcnn/false_negative": 0.09926064860718956, "mask_rcnn/false_positive": 0.14156998688159958, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.0, "time": 0.7807204648852348, "total_loss": 1.6949952433460567} {"data_time": 0.018203272484242916, "eta_seconds": 107622.0901825754, "iteration": 132099, "loss_fcos_cls": 0.2657612059265375, "loss_fcos_ctr": 0.6191161153838038, "loss_fcos_loc": 0.19614490563981235, "loss_mask": 0.2756718499585986, "loss_maskiou": 0.00633737824682612, "loss_sem_seg": 0.32385464338585734, "lr": 0.01, "mask_rcnn/accuracy": 0.8834236819727891, "mask_rcnn/false_negative": 0.11531464436314837, "mask_rcnn/false_positive": 0.13142907598676629, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.0, "time": 0.7604549806565046, "total_loss": 1.6725072183908196} {"data_time": 0.01704175490885973, "eta_seconds": 107575.4231594177, "iteration": 132119, "loss_fcos_cls": 0.27003983431495726, "loss_fcos_ctr": 0.6241230042651296, "loss_fcos_loc": 0.20676181220915169, "loss_mask": 0.2770697809755802, "loss_maskiou": 0.006006080628139898, "loss_sem_seg": 0.31674808030948043, "lr": 0.01, "mask_rcnn/accuracy": 0.8654915194083999, "mask_rcnn/false_negative": 0.1113219901721483, "mask_rcnn/false_positive": 0.1656304969715594, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.25, "time": 0.773949921131134, "total_loss": 1.717874353111256} {"data_time": 0.01794300600886345, "eta_seconds": 107555.21167766303, "iteration": 132139, "loss_fcos_cls": 0.25833534821867943, "loss_fcos_ctr": 0.6218675887212157, "loss_fcos_loc": 0.20556776924058795, "loss_mask": 0.277451504021883, "loss_maskiou": 0.006371112664055545, "loss_sem_seg": 0.30525046819821, "lr": 0.01, "mask_rcnn/accuracy": 0.8870784043705978, "mask_rcnn/false_negative": 0.08831087960781325, "mask_rcnn/false_positive": 0.14381935936790646, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.25, "time": 0.7708410890772939, "total_loss": 1.6750282356297248} {"data_time": 0.016717305406928062, "eta_seconds": 107509.22766903788, "iteration": 132159, "loss_fcos_cls": 0.2746612261980772, "loss_fcos_ctr": 0.6203733519650996, "loss_fcos_loc": 0.19941470341291279, "loss_mask": 0.2760616857558489, "loss_maskiou": 0.006619572901399806, "loss_sem_seg": 0.3047719309106469, "lr": 0.01, "mask_rcnn/accuracy": 0.8717864714378902, "mask_rcnn/false_negative": 0.10461015644159756, "mask_rcnn/false_positive": 0.13448461104907206, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.7880144165828824, "total_loss": 1.6817915836436441} {"data_time": 0.018185850232839584, "eta_seconds": 107465.42168970034, "iteration": 132179, "loss_fcos_cls": 0.2632814319804311, "loss_fcos_ctr": 0.6239698082208633, "loss_fcos_loc": 0.20669978787191212, "loss_mask": 0.2663274956867099, "loss_maskiou": 0.005793938355054706, "loss_sem_seg": 0.26904138177633286, "lr": 0.01, "mask_rcnn/accuracy": 0.8724873493944428, "mask_rcnn/false_negative": 0.1078882899407439, "mask_rcnn/false_positive": 0.14943074175131393, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.75, "time": 0.7834051828831434, "total_loss": 1.6487607711096643} {"data_time": 0.015938649885356426, "eta_seconds": 107449.82676270232, "iteration": 132199, "loss_fcos_cls": 0.2718383095925674, "loss_fcos_ctr": 0.6229973929002881, "loss_fcos_loc": 0.2058456885861233, "loss_mask": 0.27400295063853264, "loss_maskiou": 0.0064178835455095395, "loss_sem_seg": 0.31112607242539525, "lr": 0.01, "mask_rcnn/accuracy": 0.8913014076315777, "mask_rcnn/false_negative": 0.10056598527765621, "mask_rcnn/false_positive": 0.14117359380879066, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.25, "time": 0.7804966503754258, "total_loss": 1.6821919248905033} {"data_time": 0.01585469674319029, "eta_seconds": 107320.84378559422, "iteration": 132219, "loss_fcos_cls": 0.2592628439888358, "loss_fcos_ctr": 0.6200340380892158, "loss_fcos_loc": 0.20278445584699512, "loss_mask": 0.2778393877670169, "loss_maskiou": 0.006029428590409225, "loss_sem_seg": 0.3087449190206826, "lr": 0.01, "mask_rcnn/accuracy": 0.8606410241442115, "mask_rcnn/false_negative": 0.1232152890334442, "mask_rcnn/false_positive": 0.14872028645722069, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7732372097671032, "total_loss": 1.684579150096397} {"data_time": 0.015800592489540577, "eta_seconds": 107301.57746460196, "iteration": 132239, "loss_fcos_cls": 0.27951424079947174, "loss_fcos_ctr": 0.6199711989611387, "loss_fcos_loc": 0.20405624993145466, "loss_mask": 0.28198429103940725, "loss_maskiou": 0.0071422236651415005, "loss_sem_seg": 0.3338144728913903, "lr": 0.01, "mask_rcnn/accuracy": 0.8777907110020693, "mask_rcnn/false_negative": 0.08156571674403032, "mask_rcnn/false_positive": 0.1797747739123602, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.5, "time": 0.7775020347908139, "total_loss": 1.710399459450855} {"data_time": 0.01899836305528879, "eta_seconds": 107277.18737636227, "iteration": 132259, "loss_fcos_cls": 0.26227250089868903, "loss_fcos_ctr": 0.6210291646420956, "loss_fcos_loc": 0.20473894523456693, "loss_mask": 0.29065743554383516, "loss_maskiou": 0.0065068243275163695, "loss_sem_seg": 0.3012921763584018, "lr": 0.01, "mask_rcnn/accuracy": 0.8667516479296433, "mask_rcnn/false_negative": 0.09165690386927745, "mask_rcnn/false_positive": 0.16931768505089703, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.7666015885770321, "total_loss": 1.6763688301725779} {"data_time": 0.016384955495595932, "eta_seconds": 107274.10838211235, "iteration": 132279, "loss_fcos_cls": 0.2831870538648218, "loss_fcos_ctr": 0.6250288039445877, "loss_fcos_loc": 0.21548812766559422, "loss_mask": 0.27461379719898105, "loss_maskiou": 0.006063265711418353, "loss_sem_seg": 0.3389442339539528, "lr": 0.01, "mask_rcnn/accuracy": 0.8855809369202226, "mask_rcnn/false_negative": 0.10523403601965448, "mask_rcnn/false_positive": 0.13540337496158306, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.8015296589583158, "total_loss": 1.7268629720492754} {"data_time": 0.016053599305450916, "eta_seconds": 107258.52991428506, "iteration": 132299, "loss_fcos_cls": 0.26518344413489103, "loss_fcos_ctr": 0.6199795911088586, "loss_fcos_loc": 0.2002939821104519, "loss_mask": 0.2735465280711651, "loss_maskiou": 0.005902008204429876, "loss_sem_seg": 0.3299084338359535, "lr": 0.01, "mask_rcnn/accuracy": 0.8875666743970316, "mask_rcnn/false_negative": 0.08278940210076983, "mask_rcnn/false_positive": 0.16249605550831553, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7877197759225965, "total_loss": 1.698533592527383} {"data_time": 0.015239770524203777, "eta_seconds": 107320.2038019672, "iteration": 132319, "loss_fcos_cls": 0.2643294748850167, "loss_fcos_ctr": 0.6220743940211833, "loss_fcos_loc": 0.20974808768369257, "loss_mask": 0.2846048716455698, "loss_maskiou": 0.006485243058705237, "loss_sem_seg": 0.2887819907628, "lr": 0.01, "mask_rcnn/accuracy": 0.8914892880229015, "mask_rcnn/false_negative": 0.07790582738492222, "mask_rcnn/false_positive": 0.15038253804579385, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.787668134085834, "total_loss": 1.6905232065328164} {"data_time": 0.015270019881427288, "eta_seconds": 107227.37297863048, "iteration": 132339, "loss_fcos_cls": 0.2606458682566881, "loss_fcos_ctr": 0.619502002838999, "loss_fcos_loc": 0.20787608542013913, "loss_mask": 0.27726440597325563, "loss_maskiou": 0.006088183923566248, "loss_sem_seg": 0.30748642183607444, "lr": 0.01, "mask_rcnn/accuracy": 0.8875556250168051, "mask_rcnn/false_negative": 0.07519802416748272, "mask_rcnn/false_positive": 0.15299660789423936, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 26.75, "time": 0.7785765873268247, "total_loss": 1.7035769875656115} {"data_time": 0.017943017184734344, "eta_seconds": 107208.10987003054, "iteration": 132359, "loss_fcos_cls": 0.27497772476635873, "loss_fcos_ctr": 0.6235832832753658, "loss_fcos_loc": 0.21697492734529078, "loss_mask": 0.26936978567391634, "loss_maskiou": 0.006026864692103118, "loss_sem_seg": 0.3031686106696725, "lr": 0.01, "mask_rcnn/accuracy": 0.8725820995264135, "mask_rcnn/false_negative": 0.09383236519009047, "mask_rcnn/false_positive": 0.1469225333967022, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.7725840304046869, "total_loss": 1.7045964764256496} {"data_time": 0.016782269813120365, "eta_seconds": 107223.01244954858, "iteration": 132379, "loss_fcos_cls": 0.2595111788250506, "loss_fcos_ctr": 0.6206689849495888, "loss_fcos_loc": 0.20282677211798728, "loss_mask": 0.2747860923409462, "loss_maskiou": 0.0055187211983138695, "loss_sem_seg": 0.2946983454748988, "lr": 0.01, "mask_rcnn/accuracy": 0.8778515430562469, "mask_rcnn/false_negative": 0.09071190136934984, "mask_rcnn/false_positive": 0.14153662804374664, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.5, "time": 0.7824836205691099, "total_loss": 1.6839724247693084} {"data_time": 0.01686151698231697, "eta_seconds": 107180.11779502686, "iteration": 132399, "loss_fcos_cls": 0.263404936529696, "loss_fcos_ctr": 0.6210116008296609, "loss_fcos_loc": 0.20202551980037242, "loss_mask": 0.26857469137758017, "loss_maskiou": 0.005890401065698825, "loss_sem_seg": 0.2883755429647863, "lr": 0.01, "mask_rcnn/accuracy": 0.880362664546338, "mask_rcnn/false_negative": 0.09349501237826023, "mask_rcnn/false_positive": 0.1319632905272522, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7862477591261268, "total_loss": 1.6756981532089412} {"data_time": 0.01639294158667326, "eta_seconds": 107278.2825657241, "iteration": 132419, "loss_fcos_cls": 0.2750588699709624, "loss_fcos_ctr": 0.6206735428422689, "loss_fcos_loc": 0.1987511373590678, "loss_mask": 0.2850955631583929, "loss_maskiou": 0.006004892245982774, "loss_sem_seg": 0.3019599907565862, "lr": 0.01, "mask_rcnn/accuracy": 0.8852715905929333, "mask_rcnn/false_negative": 0.09072379140575024, "mask_rcnn/false_positive": 0.1249572344370535, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.75, "time": 0.7891524927690625, "total_loss": 1.6979106811159} {"data_time": 0.01822671014815569, "eta_seconds": 107318.98244846705, "iteration": 132439, "loss_fcos_cls": 0.2576019100379199, "loss_fcos_ctr": 0.6200020052492619, "loss_fcos_loc": 0.20261869300156832, "loss_mask": 0.27146673295646906, "loss_maskiou": 0.005900101095903665, "loss_sem_seg": 0.28275037184357643, "lr": 0.01, "mask_rcnn/accuracy": 0.8849818336425479, "mask_rcnn/false_negative": 0.09550582035886382, "mask_rcnn/false_positive": 0.14871908886699695, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.0, "time": 0.7963095735758543, "total_loss": 1.6434696204669308} {"data_time": 0.01674717292189598, "eta_seconds": 107308.77188168373, "iteration": 132459, "loss_fcos_cls": 0.2659677490592003, "loss_fcos_ctr": 0.6209535752423108, "loss_fcos_loc": 0.20548558828886598, "loss_mask": 0.2781293950974941, "loss_maskiou": 0.006904634115926456, "loss_sem_seg": 0.32575351698324084, "lr": 0.01, "mask_rcnn/accuracy": 0.8612622344856309, "mask_rcnn/false_negative": 0.11131958048569385, "mask_rcnn/false_positive": 0.142509396988516, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7834865162149072, "total_loss": 1.7378795793629251} {"data_time": 0.017510696314275265, "eta_seconds": 107293.16798584443, "iteration": 132479, "loss_fcos_cls": 0.2840918358415365, "loss_fcos_ctr": 0.6199863217771053, "loss_fcos_loc": 0.2003499517450109, "loss_mask": 0.28192930947989225, "loss_maskiou": 0.0064985864009941, "loss_sem_seg": 0.3234093985520303, "lr": 0.01, "mask_rcnn/accuracy": 0.878128909609821, "mask_rcnn/false_negative": 0.11750734059746996, "mask_rcnn/false_positive": 0.14395086135590868, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7802781630307436, "total_loss": 1.7053755952510983} {"data_time": 0.016418674029409885, "eta_seconds": 107284.33629792463, "iteration": 132499, "loss_fcos_cls": 0.2735265165101737, "loss_fcos_ctr": 0.6216102251783013, "loss_fcos_loc": 0.20263047306798398, "loss_mask": 0.2803209703415632, "loss_maskiou": 0.006210973355337046, "loss_sem_seg": 0.2990299272350967, "lr": 0.01, "mask_rcnn/accuracy": 0.8750593189082863, "mask_rcnn/false_negative": 0.09661068698640139, "mask_rcnn/false_positive": 0.15652599399630285, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.25, "time": 0.7669118056073785, "total_loss": 1.6541799180558883} {"data_time": 0.016025913879275322, "eta_seconds": 107273.39293870144, "iteration": 132519, "loss_fcos_cls": 0.27581160608679056, "loss_fcos_ctr": 0.6224614875391126, "loss_fcos_loc": 0.2033725081710145, "loss_mask": 0.2704326072707772, "loss_maskiou": 0.005807837689644657, "loss_sem_seg": 0.322042987216264, "lr": 0.01, "mask_rcnn/accuracy": 0.8860975523486134, "mask_rcnn/false_negative": 0.08720769491461314, "mask_rcnn/false_positive": 0.1364308971739982, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7872721245512366, "total_loss": 1.7204721611196874} {"data_time": 0.017783278599381447, "eta_seconds": 107259.92967527732, "iteration": 132539, "loss_fcos_cls": 0.2815816290676594, "loss_fcos_ctr": 0.6199727253988385, "loss_fcos_loc": 0.20782844303175807, "loss_mask": 0.2802260033786297, "loss_maskiou": 0.005838465571287088, "loss_sem_seg": 0.2769888343755156, "lr": 0.01, "mask_rcnn/accuracy": 0.8630147594752187, "mask_rcnn/false_negative": 0.1039965131815162, "mask_rcnn/false_positive": 0.122543083120567, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7754579428583384, "total_loss": 1.68194874440087} {"data_time": 0.016527386382222176, "eta_seconds": 107268.3792027589, "iteration": 132559, "loss_fcos_cls": 0.27950278390198946, "loss_fcos_ctr": 0.6232761666178703, "loss_fcos_loc": 0.21721853653434664, "loss_mask": 0.2733428105711937, "loss_maskiou": 0.00545841024722904, "loss_sem_seg": 0.30624052975326777, "lr": 0.01, "mask_rcnn/accuracy": 0.8732505265615933, "mask_rcnn/false_negative": 0.11275129989658966, "mask_rcnn/false_positive": 0.14976780777246268, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7835389273241162, "total_loss": 1.7152225085737882} {"data_time": 0.01679929345846176, "eta_seconds": 107228.71793385968, "iteration": 132579, "loss_fcos_cls": 0.2692945171147585, "loss_fcos_ctr": 0.6208565793931484, "loss_fcos_loc": 0.199278898187913, "loss_mask": 0.27633860148489475, "loss_maskiou": 0.005950036909780465, "loss_sem_seg": 0.33384602586738765, "lr": 0.01, "mask_rcnn/accuracy": 0.8795258397263115, "mask_rcnn/false_negative": 0.11859396342024464, "mask_rcnn/false_positive": 0.16316245831454157, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7652170965448022, "total_loss": 1.7078181981523812} {"data_time": 0.014778969809412956, "eta_seconds": 107213.11206315085, "iteration": 132599, "loss_fcos_cls": 0.26248950662557036, "loss_fcos_ctr": 0.6194749744608998, "loss_fcos_loc": 0.19390039646532387, "loss_mask": 0.2763153901323676, "loss_maskiou": 0.005465369307785295, "loss_sem_seg": 0.28164302301593125, "lr": 0.01, "mask_rcnn/accuracy": 0.8891201314876429, "mask_rcnn/false_negative": 0.08872128311673155, "mask_rcnn/false_positive": 0.14343535906696636, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.25, "time": 0.7747036293148994, "total_loss": 1.6311092322066543} {"data_time": 0.015482118353247643, "eta_seconds": 107195.36514363252, "iteration": 132619, "loss_fcos_cls": 0.25989894894883037, "loss_fcos_ctr": 0.622416497208178, "loss_fcos_loc": 0.20333949371706694, "loss_mask": 0.28519289288669825, "loss_maskiou": 0.005987103228108026, "loss_sem_seg": 0.3161982926540077, "lr": 0.01, "mask_rcnn/accuracy": 0.8637823390007002, "mask_rcnn/false_negative": 0.1048521380168003, "mask_rcnn/false_positive": 0.17800349922747416, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7744279308244586, "total_loss": 1.6831823839747813} {"data_time": 0.015534455887973309, "eta_seconds": 107203.2744317539, "iteration": 132639, "loss_fcos_cls": 0.2686762569937855, "loss_fcos_ctr": 0.6236308580264449, "loss_fcos_loc": 0.20315391285112128, "loss_mask": 0.27345110196620226, "loss_maskiou": 0.005833606177475303, "loss_sem_seg": 0.2972133974544704, "lr": 0.01, "mask_rcnn/accuracy": 0.8827852645617518, "mask_rcnn/false_negative": 0.1090260041596702, "mask_rcnn/false_positive": 0.14013624396930008, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.8077255021780729, "total_loss": 1.6822415159695083} {"data_time": 0.017867007292807102, "eta_seconds": 107164.15402560495, "iteration": 132659, "loss_fcos_cls": 0.27202983293682337, "loss_fcos_ctr": 0.6223946548998356, "loss_fcos_loc": 0.2061611886601895, "loss_mask": 0.2720397817902267, "loss_maskiou": 0.0062353746325243264, "loss_sem_seg": 0.27021089661866426, "lr": 0.01, "mask_rcnn/accuracy": 0.8879172897607319, "mask_rcnn/false_negative": 0.10172971093671539, "mask_rcnn/false_positive": 0.13515204981874357, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.781689097173512, "total_loss": 1.6534148274949985} {"data_time": 0.01723879761993885, "eta_seconds": 107148.54846659116, "iteration": 132679, "loss_fcos_cls": 0.25574786961078644, "loss_fcos_ctr": 0.6199283604510128, "loss_fcos_loc": 0.21096380765084177, "loss_mask": 0.2864544605836272, "loss_maskiou": 0.00622104543435853, "loss_sem_seg": 0.2732882285490632, "lr": 0.01, "mask_rcnn/accuracy": 0.8770478894682874, "mask_rcnn/false_negative": 0.0981697382005803, "mask_rcnn/false_positive": 0.151490415275932, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7706314316019416, "total_loss": 1.6778134025880718} {"data_time": 0.016775558702647686, "eta_seconds": 107156.44748330489, "iteration": 132699, "loss_fcos_cls": 0.2520685996860266, "loss_fcos_ctr": 0.6188521301373839, "loss_fcos_loc": 0.19063108565751463, "loss_mask": 0.25700718536973, "loss_maskiou": 0.005029500505770557, "loss_sem_seg": 0.28434872115030885, "lr": 0.01, "mask_rcnn/accuracy": 0.8949536944024991, "mask_rcnn/false_negative": 0.07833432338663829, "mask_rcnn/false_positive": 0.1385852446347965, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.75, "time": 0.7835609763860703, "total_loss": 1.6386794386489782} {"data_time": 0.015036267228424549, "eta_seconds": 107117.3373485636, "iteration": 132719, "loss_fcos_cls": 0.283579321578145, "loss_fcos_ctr": 0.6210463908500969, "loss_fcos_loc": 0.21075117541477084, "loss_mask": 0.2869778396561742, "loss_maskiou": 0.006515376051538624, "loss_sem_seg": 0.31672251410782337, "lr": 0.01, "mask_rcnn/accuracy": 0.8785086366007077, "mask_rcnn/false_negative": 0.09112974365826779, "mask_rcnn/false_positive": 0.134923865025813, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7799966763705015, "total_loss": 1.7301366129686357} {"data_time": 0.015738343819975853, "eta_seconds": 107103.87096818909, "iteration": 132739, "loss_fcos_cls": 0.2822453426197171, "loss_fcos_ctr": 0.6227544182911515, "loss_fcos_loc": 0.21049919491633773, "loss_mask": 0.28871150501072407, "loss_maskiou": 0.005820614183903672, "loss_sem_seg": 0.26456493278965354, "lr": 0.01, "mask_rcnn/accuracy": 0.8605823739752311, "mask_rcnn/false_negative": 0.11332939008113568, "mask_rcnn/false_positive": 0.13927321182312324, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.75, "time": 0.7982036266475916, "total_loss": 1.6825781441293657} {"data_time": 0.018171626143157482, "eta_seconds": 107098.83954112977, "iteration": 132759, "loss_fcos_cls": 0.2649107468314469, "loss_fcos_ctr": 0.6212570718489587, "loss_fcos_loc": 0.2040710657602176, "loss_mask": 0.29739484935998917, "loss_maskiou": 0.006293547012319323, "loss_sem_seg": 0.2770851366221905, "lr": 0.01, "mask_rcnn/accuracy": 0.8854658117338589, "mask_rcnn/false_negative": 0.08834685647358724, "mask_rcnn/false_positive": 0.14615947434803034, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.5, "time": 0.7944469787180424, "total_loss": 1.661980038144975} {"data_time": 0.01710427552461624, "eta_seconds": 107011.62158324383, "iteration": 132779, "loss_fcos_cls": 0.2719638738781214, "loss_fcos_ctr": 0.6210129200480878, "loss_fcos_loc": 0.20053068222478032, "loss_mask": 0.2790885139256716, "loss_maskiou": 0.0062687986210221425, "loss_sem_seg": 0.31751754143624566, "lr": 0.01, "mask_rcnn/accuracy": 0.8821926903878434, "mask_rcnn/false_negative": 0.10405902617039758, "mask_rcnn/false_positive": 0.14749521107071856, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.7433428652584553, "total_loss": 1.6634132020262768} {"data_time": 0.016786429099738598, "eta_seconds": 106930.58712377492, "iteration": 132799, "loss_fcos_cls": 0.2617315435782075, "loss_fcos_ctr": 0.620306278578937, "loss_fcos_loc": 0.2025552411796525, "loss_mask": 0.2786143831908703, "loss_maskiou": 0.005872554422239773, "loss_sem_seg": 0.28931119199842215, "lr": 0.01, "mask_rcnn/accuracy": 0.8962255955013585, "mask_rcnn/false_negative": 0.09767222477985095, "mask_rcnn/false_positive": 0.09989882487427343, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.5, "time": 0.7757573444396257, "total_loss": 1.6516909475139983} {"data_time": 0.016812702640891075, "eta_seconds": 106855.1826953832, "iteration": 132819, "loss_fcos_cls": 0.2719538192031905, "loss_fcos_ctr": 0.6210863809101284, "loss_fcos_loc": 0.19984389550518245, "loss_mask": 0.29235177766531706, "loss_maskiou": 0.00629173130801064, "loss_sem_seg": 0.2761152107268572, "lr": 0.01, "mask_rcnn/accuracy": 0.8678311676650547, "mask_rcnn/false_negative": 0.09593021820324049, "mask_rcnn/false_positive": 0.17235020012483898, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7638732194900513, "total_loss": 1.6845830906313495} {"data_time": 0.016955154947936535, "eta_seconds": 106842.1217585206, "iteration": 132839, "loss_fcos_cls": 0.2774127935990691, "loss_fcos_ctr": 0.6249621785245836, "loss_fcos_loc": 0.2107282793149352, "loss_mask": 0.2801209958270192, "loss_maskiou": 0.006162548728752881, "loss_sem_seg": 0.3320658137090504, "lr": 0.01, "mask_rcnn/accuracy": 0.8828489971732707, "mask_rcnn/false_negative": 0.09982311479324057, "mask_rcnn/false_positive": 0.14944038850620744, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7825862551108003, "total_loss": 1.7277808844664833} {"data_time": 0.01610615663230419, "eta_seconds": 106826.54267674685, "iteration": 132859, "loss_fcos_cls": 0.25660818349570036, "loss_fcos_ctr": 0.6229128334671259, "loss_fcos_loc": 0.2107880680123344, "loss_mask": 0.27595436945557594, "loss_maskiou": 0.0058520778475212865, "loss_sem_seg": 0.29481806606054306, "lr": 0.01, "mask_rcnn/accuracy": 0.8778348564700605, "mask_rcnn/false_negative": 0.11733719520100722, "mask_rcnn/false_positive": 0.1285707044625179, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.794439991004765, "total_loss": 1.6901210873184027} {"data_time": 0.015660671517252922, "eta_seconds": 106814.34072415251, "iteration": 132879, "loss_fcos_cls": 0.27222272916696966, "loss_fcos_ctr": 0.624080553650856, "loss_fcos_loc": 0.21749845595331863, "loss_mask": 0.2790912250056863, "loss_maskiou": 0.006374162185238674, "loss_sem_seg": 0.3235827898606658, "lr": 0.01, "mask_rcnn/accuracy": 0.8773299839269487, "mask_rcnn/false_negative": 0.09523638811634115, "mask_rcnn/false_positive": 0.14252181283269988, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7810214580968022, "total_loss": 1.7072022327192826} {"data_time": 0.015582546591758728, "eta_seconds": 106795.38451319933, "iteration": 132899, "loss_fcos_cls": 0.2622887010220438, "loss_fcos_ctr": 0.622838971670717, "loss_fcos_loc": 0.20867201033979654, "loss_mask": 0.2748679695650935, "loss_maskiou": 0.006434261571712341, "loss_sem_seg": 0.318331484682858, "lr": 0.01, "mask_rcnn/accuracy": 0.8893097699606158, "mask_rcnn/false_negative": 0.09179474486584419, "mask_rcnn/false_positive": 0.14937923810490567, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7807001490145922, "total_loss": 1.7027962891208972} {"data_time": 0.014959575608372688, "eta_seconds": 106845.41292950604, "iteration": 132919, "loss_fcos_cls": 0.26420270651578903, "loss_fcos_ctr": 0.6224992303177714, "loss_fcos_loc": 0.20407349499873817, "loss_mask": 0.27655582409352064, "loss_maskiou": 0.006501725598354824, "loss_sem_seg": 0.2869888157583773, "lr": 0.01, "mask_rcnn/accuracy": 0.8772258903561425, "mask_rcnn/false_negative": 0.08599929620559818, "mask_rcnn/false_positive": 0.16937431648728374, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7926024431362748, "total_loss": 1.669013290455041} {"data_time": 0.01607826165854931, "eta_seconds": 106864.94815556612, "iteration": 132939, "loss_fcos_cls": 0.2698618706781417, "loss_fcos_ctr": 0.6208799071609974, "loss_fcos_loc": 0.20104636531323195, "loss_mask": 0.26980141922831535, "loss_maskiou": 0.005849647059221752, "loss_sem_seg": 0.29974202858284116, "lr": 0.01, "mask_rcnn/accuracy": 0.8757654483424462, "mask_rcnn/false_negative": 0.09353954912097118, "mask_rcnn/false_positive": 0.1562061072407115, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7782367309555411, "total_loss": 1.6817379315762082} {"data_time": 0.014629543758928776, "eta_seconds": 106849.35437642317, "iteration": 132959, "loss_fcos_cls": 0.27208676002919674, "loss_fcos_ctr": 0.621551938354969, "loss_fcos_loc": 0.20614878507331014, "loss_mask": 0.2787286899983883, "loss_maskiou": 0.0057638673461042345, "loss_sem_seg": 0.32568185892887414, "lr": 0.01, "mask_rcnn/accuracy": 0.8765907043510474, "mask_rcnn/false_negative": 0.09291433397978158, "mask_rcnn/false_positive": 0.14918235048640296, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.0, "time": 0.7739279493689537, "total_loss": 1.7400337222279632} {"data_time": 0.016921065747737885, "eta_seconds": 106833.76059728023, "iteration": 132979, "loss_fcos_cls": 0.26602104771882296, "loss_fcos_ctr": 0.6205820539034903, "loss_fcos_loc": 0.18897959182504565, "loss_mask": 0.2680821707472205, "loss_maskiou": 0.006204605495440774, "loss_sem_seg": 0.28699866286478937, "lr": 0.01, "mask_rcnn/accuracy": 0.8819331173439569, "mask_rcnn/false_negative": 0.09555188193607686, "mask_rcnn/false_positive": 0.13021634597791162, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.7795021673664451, "total_loss": 1.6338904604053823} {"data_time": 0.015487286262214184, "eta_seconds": 106825.49583733454, "iteration": 132999, "loss_fcos_cls": 0.2714575387071818, "loss_fcos_ctr": 0.6186585640534759, "loss_fcos_loc": 0.203164987382479, "loss_mask": 0.26767410803586245, "loss_maskiou": 0.006168936975882389, "loss_sem_seg": 0.2714531794190407, "lr": 0.01, "mask_rcnn/accuracy": 0.8925774639123942, "mask_rcnn/false_negative": 0.08945507961847524, "mask_rcnn/false_positive": 0.14872984275697496, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 24.25, "time": 0.7849886324256659, "total_loss": 1.626142187633377} {"data_time": 0.016150151379406452, "eta_seconds": 106819.04813562054, "iteration": 133019, "loss_fcos_cls": 0.2549167760880664, "loss_fcos_ctr": 0.6217470429837704, "loss_fcos_loc": 0.20374519773758948, "loss_mask": 0.27761617582291365, "loss_maskiou": 0.005896147762541659, "loss_sem_seg": 0.31072639860212803, "lr": 0.01, "mask_rcnn/accuracy": 0.8929298873333553, "mask_rcnn/false_negative": 0.08354632838211196, "mask_rcnn/false_positive": 0.1211530481238462, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.75, "time": 0.7841728404164314, "total_loss": 1.6695396321156295} {"data_time": 0.018040109425783157, "eta_seconds": 106786.97925985139, "iteration": 133039, "loss_fcos_cls": 0.2766341008245945, "loss_fcos_ctr": 0.6222228491678834, "loss_fcos_loc": 0.20628701779060066, "loss_mask": 0.2814109092578292, "loss_maskiou": 0.006450288175983587, "loss_sem_seg": 0.29452742310240865, "lr": 0.01, "mask_rcnn/accuracy": 0.872232664995823, "mask_rcnn/false_negative": 0.09805113525953707, "mask_rcnn/false_positive": 0.15944251391036363, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.5, "time": 0.7645674319937825, "total_loss": 1.6962270926014753} {"data_time": 0.01610553078353405, "eta_seconds": 106787.85576642025, "iteration": 133059, "loss_fcos_cls": 0.28002982726320624, "loss_fcos_ctr": 0.6238313931971788, "loss_fcos_loc": 0.2068930093664676, "loss_mask": 0.27854495495557785, "loss_maskiou": 0.006848536606412381, "loss_sem_seg": 0.32716578152030706, "lr": 0.01, "mask_rcnn/accuracy": 0.8774774611549165, "mask_rcnn/false_negative": 0.0878745103373712, "mask_rcnn/false_positive": 0.15295548890070115, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7787928469479084, "total_loss": 1.7324406549887499} {"data_time": 0.01555615197867155, "eta_seconds": 106777.66696642153, "iteration": 133079, "loss_fcos_cls": 0.2753904147539288, "loss_fcos_ctr": 0.6256148442626, "loss_fcos_loc": 0.20206360262818635, "loss_mask": 0.2852031160145998, "loss_maskiou": 0.006477130635175854, "loss_sem_seg": 0.32648687437176704, "lr": 0.01, "mask_rcnn/accuracy": 0.885328370766296, "mask_rcnn/false_negative": 0.09651712677994728, "mask_rcnn/false_positive": 0.15335860772346688, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.8072829283773899, "total_loss": 1.7402562555798795} {"data_time": 0.017274027690291405, "eta_seconds": 106770.89559967723, "iteration": 133099, "loss_fcos_cls": 0.2590038883499801, "loss_fcos_ctr": 0.6203316021710634, "loss_fcos_loc": 0.19771258952096105, "loss_mask": 0.2796159740537405, "loss_maskiou": 0.006140395722468384, "loss_sem_seg": 0.28499397821724415, "lr": 0.01, "mask_rcnn/accuracy": 0.9068807798850602, "mask_rcnn/false_negative": 0.0635634752272443, "mask_rcnn/false_positive": 0.13037726165682817, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7775414045900106, "total_loss": 1.642124155870988} {"data_time": 0.01629255060106516, "eta_seconds": 106755.29733588081, "iteration": 133119, "loss_fcos_cls": 0.25622160523198545, "loss_fcos_ctr": 0.6187262767925858, "loss_fcos_loc": 0.20044833960128017, "loss_mask": 0.26756251649931073, "loss_maskiou": 0.0056551906891399994, "loss_sem_seg": 0.30295500182546675, "lr": 0.01, "mask_rcnn/accuracy": 0.8858330418455799, "mask_rcnn/false_negative": 0.10204694320098849, "mask_rcnn/false_positive": 0.12945900806144425, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.25, "time": 0.7683904692530632, "total_loss": 1.6411011980380863} {"data_time": 0.018859445117413998, "eta_seconds": 106801.49086609297, "iteration": 133139, "loss_fcos_cls": 0.2553550392622128, "loss_fcos_ctr": 0.6178519246168435, "loss_fcos_loc": 0.1957764709368348, "loss_mask": 0.2713011372834444, "loss_maskiou": 0.0055448588682338595, "loss_sem_seg": 0.2885062247514725, "lr": 0.01, "mask_rcnn/accuracy": 0.8846919449598021, "mask_rcnn/false_negative": 0.0847806739383213, "mask_rcnn/false_positive": 0.1428587798280347, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.0, "time": 0.7876675371080637, "total_loss": 1.6373609298025258} {"data_time": 0.014467386528849602, "eta_seconds": 106749.69304202497, "iteration": 133159, "loss_fcos_cls": 0.2354846098460257, "loss_fcos_ctr": 0.6207266878336668, "loss_fcos_loc": 0.19032183999661356, "loss_mask": 0.2607323136180639, "loss_maskiou": 0.00576608233677689, "loss_sem_seg": 0.27256659301929176, "lr": 0.01, "mask_rcnn/accuracy": 0.8904761904761904, "mask_rcnn/false_negative": 0.09811049061406577, "mask_rcnn/false_positive": 0.11853138389740106, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.5, "time": 0.7831891691312194, "total_loss": 1.612319966450741} {"data_time": 0.016063591465353966, "eta_seconds": 106752.9289641045, "iteration": 133179, "loss_fcos_cls": 0.2573254944290966, "loss_fcos_ctr": 0.6214014338329434, "loss_fcos_loc": 0.20470338582526892, "loss_mask": 0.2761543784290552, "loss_maskiou": 0.0058220182691002265, "loss_sem_seg": 0.2781305108219385, "lr": 0.01, "mask_rcnn/accuracy": 0.8846824372319209, "mask_rcnn/false_negative": 0.09980595617204285, "mask_rcnn/false_positive": 0.15461043241339073, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.785449655726552, "total_loss": 1.6449201691502822} {"data_time": 0.015955379232764244, "eta_seconds": 106684.08511969261, "iteration": 133199, "loss_fcos_cls": 0.2549603241495788, "loss_fcos_ctr": 0.6223952732980251, "loss_fcos_loc": 0.19653417670633644, "loss_mask": 0.2777469865977764, "loss_maskiou": 0.005871664558071643, "loss_sem_seg": 0.2789293280802667, "lr": 0.01, "mask_rcnn/accuracy": 0.8739723299788235, "mask_rcnn/false_negative": 0.08644343387339097, "mask_rcnn/false_positive": 0.16708139496572338, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.75, "time": 0.757609399035573, "total_loss": 1.6513866179302568} {"data_time": 0.014243475161492825, "eta_seconds": 106668.48814523779, "iteration": 133219, "loss_fcos_cls": 0.27110019768588245, "loss_fcos_ctr": 0.6244797660037875, "loss_fcos_loc": 0.20806420710869133, "loss_mask": 0.27242214512079954, "loss_maskiou": 0.00578827354911482, "loss_sem_seg": 0.2706305286847055, "lr": 0.01, "mask_rcnn/accuracy": 0.881162205141797, "mask_rcnn/false_negative": 0.11366692691940805, "mask_rcnn/false_positive": 0.12299485291398723, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7636869559064507, "total_loss": 1.6834105047164485} {"data_time": 0.01595991849899292, "eta_seconds": 106687.28502510488, "iteration": 133239, "loss_fcos_cls": 0.26520502800121903, "loss_fcos_ctr": 0.6203726911917329, "loss_fcos_loc": 0.20323371794074774, "loss_mask": 0.29032489378005266, "loss_maskiou": 0.005973443403490819, "loss_sem_seg": 0.2562065611127764, "lr": 0.01, "mask_rcnn/accuracy": 0.8810374149659863, "mask_rcnn/false_negative": 0.08314967684578359, "mask_rcnn/false_positive": 0.16400921780795913, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.5, "time": 0.7859286870807409, "total_loss": 1.63787449998199} {"data_time": 0.016626188531517982, "eta_seconds": 106690.50993254408, "iteration": 133259, "loss_fcos_cls": 0.2531860088929534, "loss_fcos_ctr": 0.6178096449002624, "loss_fcos_loc": 0.20190459891455248, "loss_mask": 0.2652690000832081, "loss_maskiou": 0.005619521252810955, "loss_sem_seg": 0.26699145999737084, "lr": 0.01, "mask_rcnn/accuracy": 0.8632158087115442, "mask_rcnn/false_negative": 0.11357496472823318, "mask_rcnn/false_positive": 0.1723794715001688, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7668304434046149, "total_loss": 1.6302769699468627} {"data_time": 0.01641447003930807, "eta_seconds": 106621.69722187333, "iteration": 133279, "loss_fcos_cls": 0.2642828037496656, "loss_fcos_ctr": 0.6207117959856987, "loss_fcos_loc": 0.19557058112695813, "loss_mask": 0.2655442040413618, "loss_maskiou": 0.0056541226877016015, "loss_sem_seg": 0.2899392517283559, "lr": 0.01, "mask_rcnn/accuracy": 0.860621266114663, "mask_rcnn/false_negative": 0.102461196263397, "mask_rcnn/false_positive": 0.15081461125026868, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7713227970525622, "total_loss": 1.6448893164924812} {"data_time": 0.016838356852531433, "eta_seconds": 106597.8921412658, "iteration": 133299, "loss_fcos_cls": 0.25609399762470275, "loss_fcos_ctr": 0.6220505461096764, "loss_fcos_loc": 0.20138005982153118, "loss_mask": 0.2706177830696106, "loss_maskiou": 0.005511328847205732, "loss_sem_seg": 0.28944586450234056, "lr": 0.01, "mask_rcnn/accuracy": 0.8773513110140965, "mask_rcnn/false_negative": 0.08379591448688384, "mask_rcnn/false_positive": 0.16330393406237423, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7814844427630305, "total_loss": 1.6574077319273783} {"data_time": 0.01660357601940632, "eta_seconds": 106554.93590095919, "iteration": 133319, "loss_fcos_cls": 0.26098399818874896, "loss_fcos_ctr": 0.620746152009815, "loss_fcos_loc": 0.19323241175152361, "loss_mask": 0.2744902167469263, "loss_maskiou": 0.005788827911601402, "loss_sem_seg": 0.31087351869791746, "lr": 0.01, "mask_rcnn/accuracy": 0.8652767537392037, "mask_rcnn/false_negative": 0.10018697753924267, "mask_rcnn/false_positive": 0.16157150523547031, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7770077902823687, "total_loss": 1.6447051488794386} {"data_time": 0.015695481561124325, "eta_seconds": 106539.3441309398, "iteration": 133339, "loss_fcos_cls": 0.24807583983056247, "loss_fcos_ctr": 0.6220661643892527, "loss_fcos_loc": 0.19997920340392739, "loss_mask": 0.2553702387958765, "loss_maskiou": 0.005618415889330208, "loss_sem_seg": 0.30148443300276995, "lr": 0.01, "mask_rcnn/accuracy": 0.8942682023304371, "mask_rcnn/false_negative": 0.10425540636878075, "mask_rcnn/false_positive": 0.12634581259819977, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7752596810460091, "total_loss": 1.6460895394120598} {"data_time": 0.01669242139905691, "eta_seconds": 106559.91366682481, "iteration": 133359, "loss_fcos_cls": 0.26105514355003834, "loss_fcos_ctr": 0.6184486523270607, "loss_fcos_loc": 0.19836869603022933, "loss_mask": 0.272551984526217, "loss_maskiou": 0.005767477858171333, "loss_sem_seg": 0.2946265144273639, "lr": 0.01, "mask_rcnn/accuracy": 0.8826709210329899, "mask_rcnn/false_negative": 0.08970834582648683, "mask_rcnn/false_positive": 0.16214010733932968, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.25, "time": 0.7813547486439347, "total_loss": 1.6505644488643156} {"data_time": 0.016304421238601208, "eta_seconds": 106544.31660391297, "iteration": 133379, "loss_fcos_cls": 0.2615306106163189, "loss_fcos_ctr": 0.6208904352970421, "loss_fcos_loc": 0.19672297465149313, "loss_mask": 0.2736162804067135, "loss_maskiou": 0.005696677792002447, "loss_sem_seg": 0.2813336648978293, "lr": 0.01, "mask_rcnn/accuracy": 0.8790684459874175, "mask_rcnn/false_negative": 0.0787884007877879, "mask_rcnn/false_positive": 0.1419877636220212, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.5, "time": 0.7827757969498634, "total_loss": 1.657018549463828} {"data_time": 0.017178901471197605, "eta_seconds": 106512.8338846108, "iteration": 133399, "loss_fcos_cls": 0.27372195752104744, "loss_fcos_ctr": 0.6237387154251337, "loss_fcos_loc": 0.2140493199112825, "loss_mask": 0.2754179732874036, "loss_maskiou": 0.006492826156318188, "loss_sem_seg": 0.2585377866635099, "lr": 0.01, "mask_rcnn/accuracy": 0.8839648075139146, "mask_rcnn/false_negative": 0.10302423947349551, "mask_rcnn/false_positive": 0.11985692035585122, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7623279746621847, "total_loss": 1.6418321651071892} {"data_time": 0.015466094948351383, "eta_seconds": 106454.95983521361, "iteration": 133419, "loss_fcos_cls": 0.25984222418628633, "loss_fcos_ctr": 0.6193681126460433, "loss_fcos_loc": 0.19801434106193483, "loss_mask": 0.26351471059024334, "loss_maskiou": 0.006068055867217481, "loss_sem_seg": 0.2578985560685396, "lr": 0.01, "mask_rcnn/accuracy": 0.8830525960384153, "mask_rcnn/false_negative": 0.0698299291365341, "mask_rcnn/false_positive": 0.1510287508930519, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.5, "time": 0.7656109631061554, "total_loss": 1.5993969395785825} {"data_time": 0.01729666907340288, "eta_seconds": 106384.89743874967, "iteration": 133439, "loss_fcos_cls": 0.2662242988590151, "loss_fcos_ctr": 0.6241994332522154, "loss_fcos_loc": 0.20254499290604144, "loss_mask": 0.2700829766690731, "loss_maskiou": 0.005998496388201602, "loss_sem_seg": 0.2760629765689373, "lr": 0.01, "mask_rcnn/accuracy": 0.8753640210910618, "mask_rcnn/false_negative": 0.08804072067091236, "mask_rcnn/false_positive": 0.1544130496675092, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7750669484958053, "total_loss": 1.6335854239187029} {"data_time": 0.01637319289147854, "eta_seconds": 106365.14272176754, "iteration": 133459, "loss_fcos_cls": 0.2561123996274546, "loss_fcos_ctr": 0.6224345043301582, "loss_fcos_loc": 0.20575326672405936, "loss_mask": 0.2774163605645299, "loss_maskiou": 0.005255562718957663, "loss_sem_seg": 0.23219721717759967, "lr": 0.01, "mask_rcnn/accuracy": 0.8903344743620494, "mask_rcnn/false_negative": 0.11070699417396077, "mask_rcnn/false_positive": 0.11548564610085858, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.5, "time": 0.7788431122899055, "total_loss": 1.6053517650288995} {"data_time": 0.017651958391070366, "eta_seconds": 106319.7237199042, "iteration": 133479, "loss_fcos_cls": 0.25235678418539464, "loss_fcos_ctr": 0.6191780036315322, "loss_fcos_loc": 0.1912153558805585, "loss_mask": 0.27084448002278805, "loss_maskiou": 0.005850100540556014, "loss_sem_seg": 0.2723261397331953, "lr": 0.01, "mask_rcnn/accuracy": 0.8786618944290159, "mask_rcnn/false_negative": 0.08900369583032361, "mask_rcnn/false_positive": 0.13604438608113312, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 42.25, "time": 0.7701313504949212, "total_loss": 1.6019286249793367} {"data_time": 0.015437853522598743, "eta_seconds": 106304.51260621939, "iteration": 133499, "loss_fcos_cls": 0.2573568928055465, "loss_fcos_ctr": 0.6187935071066022, "loss_fcos_loc": 0.20136735797859728, "loss_mask": 0.2694162130355835, "loss_maskiou": 0.005594164940703195, "loss_sem_seg": 0.2803480310831219, "lr": 0.01, "mask_rcnn/accuracy": 0.8875313477978626, "mask_rcnn/false_negative": 0.08257939051647864, "mask_rcnn/false_positive": 0.13982493318027742, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7760098986327648, "total_loss": 1.634388296653924} {"data_time": 0.016778985038399696, "eta_seconds": 106203.80344360974, "iteration": 133519, "loss_fcos_cls": 0.25672358088195324, "loss_fcos_ctr": 0.6197250755503774, "loss_fcos_loc": 0.19881413085386157, "loss_mask": 0.25785870710387826, "loss_maskiou": 0.006262342227273621, "loss_sem_seg": 0.26490490208379924, "lr": 0.01, "mask_rcnn/accuracy": 0.8856209761457667, "mask_rcnn/false_negative": 0.0861923339615901, "mask_rcnn/false_positive": 0.1303296557517108, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7638086285442114, "total_loss": 1.6321371244721377} {"data_time": 0.01532960869371891, "eta_seconds": 106119.09383734781, "iteration": 133539, "loss_fcos_cls": 0.2605519420467317, "loss_fcos_ctr": 0.6225349996238947, "loss_fcos_loc": 0.19849649793468416, "loss_mask": 0.2805050793103874, "loss_maskiou": 0.005975541622319724, "loss_sem_seg": 0.3094584480859339, "lr": 0.01, "mask_rcnn/accuracy": 0.8515560408598407, "mask_rcnn/false_negative": 0.11685842561907608, "mask_rcnn/false_positive": 0.18588729516930388, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7739541018381715, "total_loss": 1.631222325944691} {"data_time": 0.01718372292816639, "eta_seconds": 106046.65296017565, "iteration": 133559, "loss_fcos_cls": 0.2397425197996199, "loss_fcos_ctr": 0.6200831411406398, "loss_fcos_loc": 0.19760394701734185, "loss_mask": 0.2740327185019851, "loss_maskiou": 0.005697446129488526, "loss_sem_seg": 0.2651370158419013, "lr": 0.01, "mask_rcnn/accuracy": 0.8615646980354111, "mask_rcnn/false_negative": 0.09108895164111067, "mask_rcnn/false_positive": 0.14255509563094668, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.0, "time": 0.7706846203655005, "total_loss": 1.5949053574586287} {"data_time": 0.015859427861869335, "eta_seconds": 106082.02573941555, "iteration": 133579, "loss_fcos_cls": 0.2546731748152524, "loss_fcos_ctr": 0.6218162169679999, "loss_fcos_loc": 0.2020583818666637, "loss_mask": 0.2786261513829231, "loss_maskiou": 0.005842803759151138, "loss_sem_seg": 0.3112815632484853, "lr": 0.01, "mask_rcnn/accuracy": 0.8670395523074095, "mask_rcnn/false_negative": 0.09432544241970521, "mask_rcnn/false_positive": 0.15616797933879564, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.0, "time": 0.7747424766421318, "total_loss": 1.666396589615033} {"data_time": 0.015527288429439068, "eta_seconds": 106062.78669622913, "iteration": 133599, "loss_fcos_cls": 0.25899614323861897, "loss_fcos_ctr": 0.6190591813065112, "loss_fcos_loc": 0.20224188268184662, "loss_mask": 0.26635844446718693, "loss_maskiou": 0.0057119768625852885, "loss_sem_seg": 0.2712907823151909, "lr": 0.01, "mask_rcnn/accuracy": 0.872772463989536, "mask_rcnn/false_negative": 0.10754002096908084, "mask_rcnn/false_positive": 0.16103122750706872, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.0, "time": 0.7645640568807721, "total_loss": 1.6364180633318028} {"data_time": 0.015643397346138954, "eta_seconds": 106047.23508198932, "iteration": 133619, "loss_fcos_cls": 0.2745086485520005, "loss_fcos_ctr": 0.6210455764085054, "loss_fcos_loc": 0.20534684089943767, "loss_mask": 0.2730124667286873, "loss_maskiou": 0.006547579338075593, "loss_sem_seg": 0.2804095959290862, "lr": 0.01, "mask_rcnn/accuracy": 0.8677909094047187, "mask_rcnn/false_negative": 0.09281598465312689, "mask_rcnn/false_positive": 0.14777435957908192, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7759509002789855, "total_loss": 1.6680577975057531} {"data_time": 0.017400596290826797, "eta_seconds": 106001.48367350083, "iteration": 133639, "loss_fcos_cls": 0.26719347201287746, "loss_fcos_ctr": 0.6218541702255607, "loss_fcos_loc": 0.20695551636163145, "loss_mask": 0.2823663530871272, "loss_maskiou": 0.0059994346665916964, "loss_sem_seg": 0.29669031081721187, "lr": 0.01, "mask_rcnn/accuracy": 0.8982474934418212, "mask_rcnn/false_negative": 0.0905515683208257, "mask_rcnn/false_positive": 0.10473237650879866, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.0, "time": 0.7751664891839027, "total_loss": 1.6900859506858978} {"data_time": 0.016494911164045334, "eta_seconds": 105968.92950977571, "iteration": 133659, "loss_fcos_cls": 0.2659691335866228, "loss_fcos_ctr": 0.621470483019948, "loss_fcos_loc": 0.19373744283802807, "loss_mask": 0.2764735706150532, "loss_maskiou": 0.005845719286298845, "loss_sem_seg": 0.27064811100717634, "lr": 0.01, "mask_rcnn/accuracy": 0.8905081649734596, "mask_rcnn/false_negative": 0.09332030977521616, "mask_rcnn/false_positive": 0.14923801808017406, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.75, "time": 0.7844958091154695, "total_loss": 1.6188994949916378} {"data_time": 0.017731255851686, "eta_seconds": 105985.48927857261, "iteration": 133679, "loss_fcos_cls": 0.25238678650930524, "loss_fcos_ctr": 0.6206472306512296, "loss_fcos_loc": 0.197636139113456, "loss_mask": 0.27492840960621834, "loss_maskiou": 0.006134036564617418, "loss_sem_seg": 0.2723524495959282, "lr": 0.01, "mask_rcnn/accuracy": 0.8804585758105284, "mask_rcnn/false_negative": 0.09228508943382224, "mask_rcnn/false_positive": 0.15168993520989457, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.0, "time": 0.7823191117495298, "total_loss": 1.6321035010696505} {"data_time": 0.015699729323387146, "eta_seconds": 105980.73779244907, "iteration": 133699, "loss_fcos_cls": 0.2644561280030757, "loss_fcos_ctr": 0.6188430027104914, "loss_fcos_loc": 0.19112282345304266, "loss_mask": 0.2740494282916188, "loss_maskiou": 0.006188784085679799, "loss_sem_seg": 0.2681896793656051, "lr": 0.01, "mask_rcnn/accuracy": 0.8846120915597803, "mask_rcnn/false_negative": 0.08171989107280514, "mask_rcnn/false_positive": 0.15541838551157017, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.8026484213769436, "total_loss": 1.644341798266396} {"data_time": 0.015358413569629192, "eta_seconds": 105939.29493409675, "iteration": 133719, "loss_fcos_cls": 0.258650861447677, "loss_fcos_ctr": 0.6216479386202991, "loss_fcos_loc": 0.199532879749313, "loss_mask": 0.27733571641147137, "loss_maskiou": 0.005941132301813923, "loss_sem_seg": 0.25749485194683075, "lr": 0.01, "mask_rcnn/accuracy": 0.8772302780761427, "mask_rcnn/false_negative": 0.10076262952151116, "mask_rcnn/false_positive": 0.14141846144512704, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.5, "time": 0.7567441314458847, "total_loss": 1.6251665249073994} {"data_time": 0.01607123762369156, "eta_seconds": 105938.84107795265, "iteration": 133739, "loss_fcos_cls": 0.26658312417566776, "loss_fcos_ctr": 0.6197885638102889, "loss_fcos_loc": 0.2041925205849111, "loss_mask": 0.266747385263443, "loss_maskiou": 0.006102046128944494, "loss_sem_seg": 0.2717445697635412, "lr": 0.01, "mask_rcnn/accuracy": 0.8950510204081632, "mask_rcnn/false_negative": 0.08183093500178955, "mask_rcnn/false_positive": 0.14420621590602303, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.7943760808557272, "total_loss": 1.6303109385044081} {"data_time": 0.01727693621069193, "eta_seconds": 105891.20605937578, "iteration": 133759, "loss_fcos_cls": 0.26212282408960164, "loss_fcos_ctr": 0.6235179519280791, "loss_fcos_loc": 0.20326664741151035, "loss_mask": 0.2671703011728823, "loss_maskiou": 0.005793122050818056, "loss_sem_seg": 0.2665116498246789, "lr": 0.01, "mask_rcnn/accuracy": 0.9028230554008203, "mask_rcnn/false_negative": 0.0896826322325321, "mask_rcnn/false_positive": 0.11567967291098186, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7780275559052825, "total_loss": 1.6673426919078338} {"data_time": 0.018125751987099648, "eta_seconds": 105926.94669859763, "iteration": 133779, "loss_fcos_cls": 0.2628200923791155, "loss_fcos_ctr": 0.6196883292868733, "loss_fcos_loc": 0.20316701766569167, "loss_mask": 0.27368734311312437, "loss_maskiou": 0.006046371097909287, "loss_sem_seg": 0.2593095491756685, "lr": 0.01, "mask_rcnn/accuracy": 0.8706470620162958, "mask_rcnn/false_negative": 0.08154518555270815, "mask_rcnn/false_positive": 0.13230277379189243, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7898893682286143, "total_loss": 1.6199125165003352} {"data_time": 0.015432298183441162, "eta_seconds": 105911.39447879326, "iteration": 133799, "loss_fcos_cls": 0.24899813532829285, "loss_fcos_ctr": 0.621398086193949, "loss_fcos_loc": 0.20487655268516392, "loss_mask": 0.28515728609636426, "loss_maskiou": 0.006126190201030113, "loss_sem_seg": 0.30142006324604154, "lr": 0.01, "mask_rcnn/accuracy": 0.8895569567866082, "mask_rcnn/false_negative": 0.10194945952077937, "mask_rcnn/false_positive": 0.16328639637740566, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7733786031603813, "total_loss": 1.6533595379733015} {"data_time": 0.016700053587555885, "eta_seconds": 106034.69175167847, "iteration": 133819, "loss_fcos_cls": 0.2535191881470382, "loss_fcos_ctr": 0.6214053793810308, "loss_fcos_loc": 0.19958899659104645, "loss_mask": 0.2744597396813333, "loss_maskiou": 0.0053466054814634845, "loss_sem_seg": 0.2894524787552655, "lr": 0.01, "mask_rcnn/accuracy": 0.8585321628651461, "mask_rcnn/false_negative": 0.10740308763010659, "mask_rcnn/false_positive": 0.1433462593681502, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.5, "time": 0.7844418250024319, "total_loss": 1.6445637689903378} {"data_time": 0.018535648472607136, "eta_seconds": 105995.94959221222, "iteration": 133839, "loss_fcos_cls": 0.25505481706932187, "loss_fcos_ctr": 0.6219982858747244, "loss_fcos_loc": 0.1976066017523408, "loss_mask": 0.28079541213810444, "loss_maskiou": 0.006685626882244833, "loss_sem_seg": 0.3056638480629772, "lr": 0.01, "mask_rcnn/accuracy": 0.8886512974473655, "mask_rcnn/false_negative": 0.09687826826104845, "mask_rcnn/false_positive": 0.14081606371984895, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.75, "time": 0.7695344295352697, "total_loss": 1.6788395445910282} {"data_time": 0.01651871483772993, "eta_seconds": 105864.73781938013, "iteration": 133859, "loss_fcos_cls": 0.2681644782423973, "loss_fcos_ctr": 0.6186891417019069, "loss_fcos_loc": 0.1938684427877888, "loss_mask": 0.267175086773932, "loss_maskiou": 0.006073367992939893, "loss_sem_seg": 0.280944078695029, "lr": 0.01, "mask_rcnn/accuracy": 0.9100328947368421, "mask_rcnn/false_negative": 0.08369921370763161, "mask_rcnn/false_positive": 0.11826814837186668, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7671446613967419, "total_loss": 1.6332114029064542} {"data_time": 0.016714156605303288, "eta_seconds": 105840.77893079259, "iteration": 133879, "loss_fcos_cls": 0.27449033968150616, "loss_fcos_ctr": 0.6245281249284744, "loss_fcos_loc": 0.21093355678021908, "loss_mask": 0.2754983827471733, "loss_maskiou": 0.006117678014561534, "loss_sem_seg": 0.2917722389101982, "lr": 0.01, "mask_rcnn/accuracy": 0.8779438869892566, "mask_rcnn/false_negative": 0.10145835551453, "mask_rcnn/false_positive": 0.15706708151208015, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.75, "time": 0.7715152883902192, "total_loss": 1.681577980871225} {"data_time": 0.015881236642599106, "eta_seconds": 105825.22794616409, "iteration": 133899, "loss_fcos_cls": 0.28582992032170296, "loss_fcos_ctr": 0.6240402702242136, "loss_fcos_loc": 0.20589139172807336, "loss_mask": 0.2867577150464058, "loss_maskiou": 0.007308294618269429, "loss_sem_seg": 0.30559879750944674, "lr": 0.01, "mask_rcnn/accuracy": 0.8944877666975881, "mask_rcnn/false_negative": 0.09275046749036749, "mask_rcnn/false_positive": 0.13407200822663018, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7796864816918969, "total_loss": 1.6998752907966264} {"data_time": 0.016561483964323997, "eta_seconds": 105742.32551024854, "iteration": 133919, "loss_fcos_cls": 0.2762413234449923, "loss_fcos_ctr": 0.6234343969263136, "loss_fcos_loc": 0.20820034359348938, "loss_mask": 0.2867572698742151, "loss_maskiou": 0.006100959100876935, "loss_sem_seg": 0.3350061485543847, "lr": 0.01, "mask_rcnn/accuracy": 0.8832555289322206, "mask_rcnn/false_negative": 0.0951197037860473, "mask_rcnn/false_positive": 0.14208872440398526, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.7618047827854753, "total_loss": 1.7259813074633712} {"data_time": 0.017394624650478363, "eta_seconds": 105751.3038486559, "iteration": 133939, "loss_fcos_cls": 0.25827064644545317, "loss_fcos_ctr": 0.6214456306770444, "loss_fcos_loc": 0.2111832273658365, "loss_mask": 0.2856860924512148, "loss_maskiou": 0.006372771138558164, "loss_sem_seg": 0.3043344891630113, "lr": 0.01, "mask_rcnn/accuracy": 0.8668038738382677, "mask_rcnn/false_negative": 0.11497598346414686, "mask_rcnn/false_positive": 0.15542098231324425, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 39.75, "time": 0.7886970723047853, "total_loss": 1.668290164499922} {"data_time": 0.01689731888473034, "eta_seconds": 105720.17289062496, "iteration": 133959, "loss_fcos_cls": 0.25001779667218216, "loss_fcos_ctr": 0.6210659584030509, "loss_fcos_loc": 0.18541451497003436, "loss_mask": 0.26276183500885963, "loss_maskiou": 0.005535861004318576, "loss_sem_seg": 0.28729203902184963, "lr": 0.01, "mask_rcnn/accuracy": 0.8762459766731627, "mask_rcnn/false_negative": 0.09320844295834635, "mask_rcnn/false_positive": 0.15161440769670403, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7756522791460156, "total_loss": 1.6224734414099657} {"data_time": 0.015870505943894386, "eta_seconds": 105752.24827547278, "iteration": 133979, "loss_fcos_cls": 0.2721693869680166, "loss_fcos_ctr": 0.6180490180850029, "loss_fcos_loc": 0.19936687184963375, "loss_mask": 0.2708862582221627, "loss_maskiou": 0.006192326422024053, "loss_sem_seg": 0.2985882996581495, "lr": 0.01, "mask_rcnn/accuracy": 0.889488891689866, "mask_rcnn/false_negative": 0.1025699079849739, "mask_rcnn/false_positive": 0.13442148929553355, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.0, "time": 0.7847449434921145, "total_loss": 1.6559360255341744} {"data_time": 0.015643094666302204, "eta_seconds": 105721.63434618246, "iteration": 133999, "loss_fcos_cls": 0.2625924041494727, "loss_fcos_ctr": 0.6213774345815182, "loss_fcos_loc": 0.2099876964930445, "loss_mask": 0.29532345570623875, "loss_maskiou": 0.005882405486772768, "loss_sem_seg": 0.2908260771073401, "lr": 0.01, "mask_rcnn/accuracy": 0.8770795584588975, "mask_rcnn/false_negative": 0.10419106773333849, "mask_rcnn/false_positive": 0.1257741571216833, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7721979729831219, "total_loss": 1.6839423503988655} {"data_time": 0.0164811834692955, "eta_seconds": 105673.54569460731, "iteration": 134019, "loss_fcos_cls": 0.26843874994665384, "loss_fcos_ctr": 0.6226865048520267, "loss_fcos_loc": 0.21137410635128617, "loss_mask": 0.27919247280806303, "loss_maskiou": 0.005441944864287507, "loss_sem_seg": 0.2715366496704519, "lr": 0.01, "mask_rcnn/accuracy": 0.8868616432422025, "mask_rcnn/false_negative": 0.09029895648473069, "mask_rcnn/false_positive": 0.137954961327673, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.25, "time": 0.7630223082378507, "total_loss": 1.6600009224421228} {"data_time": 0.015113519504666328, "eta_seconds": 105690.53997648042, "iteration": 134039, "loss_fcos_cls": 0.25719725963426754, "loss_fcos_ctr": 0.6199712147936225, "loss_fcos_loc": 0.2054559630341828, "loss_mask": 0.26650021178647876, "loss_maskiou": 0.00551794526836602, "loss_sem_seg": 0.2810656209476292, "lr": 0.01, "mask_rcnn/accuracy": 0.8782485371771086, "mask_rcnn/false_negative": 0.10684111006229213, "mask_rcnn/false_positive": 0.1153319047791462, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7852895697578788, "total_loss": 1.6412940836380585} {"data_time": 0.01538237277418375, "eta_seconds": 105633.53790895641, "iteration": 134059, "loss_fcos_cls": 0.2591174263507128, "loss_fcos_ctr": 0.6224949471652508, "loss_fcos_loc": 0.19894193427171558, "loss_mask": 0.2673715641722083, "loss_maskiou": 0.005735628910770174, "loss_sem_seg": 0.28339121118187904, "lr": 0.01, "mask_rcnn/accuracy": 0.8812716756639861, "mask_rcnn/false_negative": 0.09139822778736129, "mask_rcnn/false_positive": 0.14439006716581465, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.7735040541738272, "total_loss": 1.6145568039646605} {"data_time": 0.015551330521702766, "eta_seconds": 105558.79139988497, "iteration": 134079, "loss_fcos_cls": 0.2598566538654268, "loss_fcos_ctr": 0.6195730827748775, "loss_fcos_loc": 0.19943559519015253, "loss_mask": 0.2756497599184513, "loss_maskiou": 0.005561128920817282, "loss_sem_seg": 0.32090728147886693, "lr": 0.01, "mask_rcnn/accuracy": 0.8685119212094896, "mask_rcnn/false_negative": 0.10542255462693667, "mask_rcnn/false_positive": 0.1611853911783384, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.75, "time": 0.777788832783699, "total_loss": 1.6749517556891078} {"data_time": 0.015312687493860722, "eta_seconds": 105658.95187423285, "iteration": 134099, "loss_fcos_cls": 0.2687883102335036, "loss_fcos_ctr": 0.6218989347107708, "loss_fcos_loc": 0.2057841756613925, "loss_mask": 0.2657180102542043, "loss_maskiou": 0.005425882707640994, "loss_sem_seg": 0.31804591277614236, "lr": 0.01, "mask_rcnn/accuracy": 0.8715459830245462, "mask_rcnn/false_negative": 0.10088894502190382, "mask_rcnn/false_positive": 0.11843406463163447, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7931336052715778, "total_loss": 1.633082312917395} {"data_time": 0.01414770632982254, "eta_seconds": 105689.41519977804, "iteration": 134119, "loss_fcos_cls": 0.2526128380559385, "loss_fcos_ctr": 0.6235669925808907, "loss_fcos_loc": 0.20551392284687608, "loss_mask": 0.2788378959521651, "loss_maskiou": 0.006347952512442134, "loss_sem_seg": 0.27772528072819114, "lr": 0.01, "mask_rcnn/accuracy": 0.8837901975978304, "mask_rcnn/false_negative": 0.1048108974019811, "mask_rcnn/false_positive": 0.14579606487294683, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7878375658765435, "total_loss": 1.6520265667058993} {"data_time": 0.014954854734241962, "eta_seconds": 105638.6161306221, "iteration": 134139, "loss_fcos_cls": 0.2675541576463729, "loss_fcos_ctr": 0.6208422961644828, "loss_fcos_loc": 0.1987560506677255, "loss_mask": 0.2808883786201477, "loss_maskiou": 0.005894896043173503, "loss_sem_seg": 0.29013163037598133, "lr": 0.01, "mask_rcnn/accuracy": 0.877872999332359, "mask_rcnn/false_negative": 0.10070533397349363, "mask_rcnn/false_positive": 0.1472780654695542, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.75, "time": 0.7752913534641266, "total_loss": 1.6680862908397103} {"data_time": 0.016276532784104347, "eta_seconds": 105623.0651459936, "iteration": 134159, "loss_fcos_cls": 0.25745662674307823, "loss_fcos_ctr": 0.6221405081450939, "loss_fcos_loc": 0.20169123890809715, "loss_mask": 0.27808212861418724, "loss_maskiou": 0.0059981281810905784, "loss_sem_seg": 0.28193740639835596, "lr": 0.01, "mask_rcnn/accuracy": 0.8656671468338579, "mask_rcnn/false_negative": 0.10304586477372285, "mask_rcnn/false_positive": 0.15979311722635314, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7792931413277984, "total_loss": 1.6505391671089455} {"data_time": 0.016463257372379303, "eta_seconds": 105563.9716727119, "iteration": 134179, "loss_fcos_cls": 0.26579355960711837, "loss_fcos_ctr": 0.6208595847710967, "loss_fcos_loc": 0.1979410988278687, "loss_mask": 0.2724318280816078, "loss_maskiou": 0.005829367626574822, "loss_sem_seg": 0.2983929696492851, "lr": 0.01, "mask_rcnn/accuracy": 0.9000910525989971, "mask_rcnn/false_negative": 0.08306958040485482, "mask_rcnn/false_positive": 0.12776454489254996, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.75, "time": 0.7789574367925525, "total_loss": 1.6497376668266952} {"data_time": 0.0158067150041461, "eta_seconds": 105596.23826903477, "iteration": 134199, "loss_fcos_cls": 0.2565140232909471, "loss_fcos_ctr": 0.6204352928325534, "loss_fcos_loc": 0.20516077836509794, "loss_mask": 0.26557425409555435, "loss_maskiou": 0.0060871661407873034, "loss_sem_seg": 0.29114416148513556, "lr": 0.01, "mask_rcnn/accuracy": 0.8824688852813853, "mask_rcnn/false_negative": 0.08368047711858262, "mask_rcnn/false_positive": 0.15402026910008687, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 37.75, "time": 0.7738085873425007, "total_loss": 1.6386093529436039} {"data_time": 0.016634165309369564, "eta_seconds": 105583.47766319569, "iteration": 134219, "loss_fcos_cls": 0.2619529186049476, "loss_fcos_ctr": 0.6209394298493862, "loss_fcos_loc": 0.200145676266402, "loss_mask": 0.2895590551197529, "loss_maskiou": 0.006431181165680755, "loss_sem_seg": 0.302263461984694, "lr": 0.01, "mask_rcnn/accuracy": 0.8571113424832218, "mask_rcnn/false_negative": 0.08738547473037139, "mask_rcnn/false_positive": 0.1707677511466931, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.780445396900177, "total_loss": 1.6737744256388396} {"data_time": 0.01783608365803957, "eta_seconds": 105560.86120747961, "iteration": 134239, "loss_fcos_cls": 0.2618220834992826, "loss_fcos_ctr": 0.6208672700449824, "loss_fcos_loc": 0.20348571985960007, "loss_mask": 0.280999512411654, "loss_maskiou": 0.006605195172596723, "loss_sem_seg": 0.27948532719165087, "lr": 0.01, "mask_rcnn/accuracy": 0.8693795044241472, "mask_rcnn/false_negative": 0.10159741229571445, "mask_rcnn/false_positive": 0.11882150916367828, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7783953258767724, "total_loss": 1.655662892429973} {"data_time": 0.016563122160732746, "eta_seconds": 105560.49297721032, "iteration": 134259, "loss_fcos_cls": 0.2633509337902069, "loss_fcos_ctr": 0.6220574527978897, "loss_fcos_loc": 0.20493774465285242, "loss_mask": 0.2752403412014246, "loss_maskiou": 0.005771206793724559, "loss_sem_seg": 0.28544460982084274, "lr": 0.01, "mask_rcnn/accuracy": 0.8638439724391735, "mask_rcnn/false_negative": 0.10651708345416844, "mask_rcnn/false_positive": 0.13761699172641423, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.0, "time": 0.7888033241033554, "total_loss": 1.6656490583045525} {"data_time": 0.015215074643492699, "eta_seconds": 105584.72934776917, "iteration": 134279, "loss_fcos_cls": 0.2560339421033859, "loss_fcos_ctr": 0.6187343122437596, "loss_fcos_loc": 0.18555161752738059, "loss_mask": 0.26330097019672394, "loss_maskiou": 0.006129716959549114, "loss_sem_seg": 0.3185646366328001, "lr": 0.01, "mask_rcnn/accuracy": 0.8911843011013929, "mask_rcnn/false_negative": 0.10291130464907758, "mask_rcnn/false_positive": 0.1252951616239617, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.75, "time": 0.7793614640831947, "total_loss": 1.650501185155008} {"data_time": 0.01897337380796671, "eta_seconds": 105549.00825804751, "iteration": 134299, "loss_fcos_cls": 0.25193269993178546, "loss_fcos_ctr": 0.6202842658385634, "loss_fcos_loc": 0.20258564164396375, "loss_mask": 0.2682604594156146, "loss_maskiou": 0.006195928675879259, "loss_sem_seg": 0.28983051190152764, "lr": 0.01, "mask_rcnn/accuracy": 0.8988172688430212, "mask_rcnn/false_negative": 0.08470991746440266, "mask_rcnn/false_positive": 0.13096120336493267, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.5, "time": 0.7908232510089874, "total_loss": 1.628644985074061} {"data_time": 0.016460629180073738, "eta_seconds": 105513.83331227023, "iteration": 134319, "loss_fcos_cls": 0.25576265808194876, "loss_fcos_ctr": 0.6240207185037434, "loss_fcos_loc": 0.2099430309026502, "loss_mask": 0.2745240433141589, "loss_maskiou": 0.006085123139200732, "loss_sem_seg": 0.2606019820086658, "lr": 0.01, "mask_rcnn/accuracy": 0.8952131265241946, "mask_rcnn/false_negative": 0.07990993530160238, "mask_rcnn/false_positive": 0.16046307739385723, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.770839037373662, "total_loss": 1.6339750355909928} {"data_time": 0.01822319719940424, "eta_seconds": 105538.0520925112, "iteration": 134339, "loss_fcos_cls": 0.2499634965788573, "loss_fcos_ctr": 0.6186210373416543, "loss_fcos_loc": 0.19560125144198537, "loss_mask": 0.27037969045341015, "loss_maskiou": 0.005931275591137819, "loss_sem_seg": 0.27849984308704734, "lr": 0.01, "mask_rcnn/accuracy": 0.8781874815143449, "mask_rcnn/false_negative": 0.10783823538477777, "mask_rcnn/false_positive": 0.13517432721929937, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7889287583529949, "total_loss": 1.6117625140177552} {"data_time": 0.015594463795423508, "eta_seconds": 105482.72686897684, "iteration": 134359, "loss_fcos_cls": 0.24921819905284792, "loss_fcos_ctr": 0.6222026622854173, "loss_fcos_loc": 0.2044385593617335, "loss_mask": 0.2770838448777795, "loss_maskiou": 0.005730502613005228, "loss_sem_seg": 0.2862880103639327, "lr": 0.01, "mask_rcnn/accuracy": 0.8815079156662665, "mask_rcnn/false_negative": 0.09131480839459219, "mask_rcnn/false_positive": 0.1743580014749294, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.7666251352056861, "total_loss": 1.673078180065204} {"data_time": 0.015625612810254097, "eta_seconds": 105486.7838038383, "iteration": 134379, "loss_fcos_cls": 0.2535669496282935, "loss_fcos_ctr": 0.6245176373049617, "loss_fcos_loc": 0.20913435297552496, "loss_mask": 0.26367943454533815, "loss_maskiou": 0.00509107004472753, "loss_sem_seg": 0.3120472296141088, "lr": 0.01, "mask_rcnn/accuracy": 0.8787626119033038, "mask_rcnn/false_negative": 0.09614401046338583, "mask_rcnn/false_positive": 0.14942437636625833, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.7813220592215657, "total_loss": 1.6700800456674187} {"data_time": 0.015541252680122852, "eta_seconds": 105484.38124530204, "iteration": 134399, "loss_fcos_cls": 0.2481896225363016, "loss_fcos_ctr": 0.6200603023171425, "loss_fcos_loc": 0.19630476413294673, "loss_mask": 0.26985201332718134, "loss_maskiou": 0.005912684660870582, "loss_sem_seg": 0.2795073138549924, "lr": 0.01, "mask_rcnn/accuracy": 0.8864442932023555, "mask_rcnn/false_negative": 0.09575981030813141, "mask_rcnn/false_positive": 0.13261919300442443, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.75, "time": 0.7772774575278163, "total_loss": 1.6325664187170332} {"data_time": 0.01590299140661955, "eta_seconds": 105436.06720403675, "iteration": 134419, "loss_fcos_cls": 0.26431307080201805, "loss_fcos_ctr": 0.6201051976531744, "loss_fcos_loc": 0.19711780175566673, "loss_mask": 0.2907121581956744, "loss_maskiou": 0.006884633636218496, "loss_sem_seg": 0.3056303495541215, "lr": 0.01, "mask_rcnn/accuracy": 0.8809918280200278, "mask_rcnn/false_negative": 0.114045080249246, "mask_rcnn/false_positive": 0.18141137273929134, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.25, "time": 0.7610822040587664, "total_loss": 1.6780286358698504} {"data_time": 0.01657137367874384, "eta_seconds": 105453.26513812132, "iteration": 134439, "loss_fcos_cls": 0.28014934668317437, "loss_fcos_ctr": 0.6193884322419763, "loss_fcos_loc": 0.20909872837364674, "loss_mask": 0.27746732253581285, "loss_maskiou": 0.005976902029942721, "loss_sem_seg": 0.30094821006059647, "lr": 0.01, "mask_rcnn/accuracy": 0.8707234534438775, "mask_rcnn/false_negative": 0.10382324494776897, "mask_rcnn/false_positive": 0.16243704251106933, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.25, "time": 0.7957151839509606, "total_loss": 1.689103800439625} {"data_time": 0.017543635331094265, "eta_seconds": 105439.35227131005, "iteration": 134459, "loss_fcos_cls": 0.25994682975579053, "loss_fcos_ctr": 0.6200442761182785, "loss_fcos_loc": 0.20043641034862958, "loss_mask": 0.26493759686127305, "loss_maskiou": 0.006024775299010798, "loss_sem_seg": 0.28017863910645247, "lr": 0.01, "mask_rcnn/accuracy": 0.8776041539064605, "mask_rcnn/false_negative": 0.1015874433458438, "mask_rcnn/false_positive": 0.14705923830667686, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.5, "time": 0.7901389300823212, "total_loss": 1.6308368153768242} {"data_time": 0.01602842751890421, "eta_seconds": 105445.38347081281, "iteration": 134479, "loss_fcos_cls": 0.2602554033510387, "loss_fcos_ctr": 0.62418267223984, "loss_fcos_loc": 0.20566608355147764, "loss_mask": 0.27394965942949057, "loss_maskiou": 0.0058879697608063, "loss_sem_seg": 0.26556831737980247, "lr": 0.01, "mask_rcnn/accuracy": 0.8892632245346819, "mask_rcnn/false_negative": 0.09514744728333718, "mask_rcnn/false_positive": 0.12386863564380415, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.7864401806145906, "total_loss": 1.6331160482222913} {"data_time": 0.015818780288100243, "eta_seconds": 105408.23567861225, "iteration": 134499, "loss_fcos_cls": 0.2675015650456771, "loss_fcos_ctr": 0.6222352376207709, "loss_fcos_loc": 0.209833504864946, "loss_mask": 0.27800246700644493, "loss_maskiou": 0.005826477252412587, "loss_sem_seg": 0.3061199174262583, "lr": 0.01, "mask_rcnn/accuracy": 0.8954948565092655, "mask_rcnn/false_negative": 0.09719742178797539, "mask_rcnn/false_positive": 0.12824613477638447, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7603170815855265, "total_loss": 1.7034525750932517} {"data_time": 0.0165091035887599, "eta_seconds": 105533.90814202465, "iteration": 134519, "loss_fcos_cls": 0.26427024928852916, "loss_fcos_ctr": 0.6212773118168116, "loss_fcos_loc": 0.2059486743528396, "loss_mask": 0.2638475513085723, "loss_maskiou": 0.0060320162592688575, "loss_sem_seg": 0.2803372668568045, "lr": 0.01, "mask_rcnn/accuracy": 0.8886752915451894, "mask_rcnn/false_negative": 0.10987271891865093, "mask_rcnn/false_positive": 0.1146484391929326, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.25, "time": 0.7894446076825261, "total_loss": 1.649779433178992} {"data_time": 0.016321039758622646, "eta_seconds": 105575.64479591697, "iteration": 134539, "loss_fcos_cls": 0.2528558508493006, "loss_fcos_ctr": 0.6203479990363121, "loss_fcos_loc": 0.20327285514213145, "loss_mask": 0.285362365655601, "loss_maskiou": 0.005589121981756762, "loss_sem_seg": 0.32308867294341326, "lr": 0.01, "mask_rcnn/accuracy": 0.8775645896656534, "mask_rcnn/false_negative": 0.08731016592165763, "mask_rcnn/false_positive": 0.14404615932903547, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.75, "time": 0.7919334480538964, "total_loss": 1.6624993578152498} {"data_time": 0.01662811078131199, "eta_seconds": 105617.76867533661, "iteration": 134559, "loss_fcos_cls": 0.2526712517719716, "loss_fcos_ctr": 0.618590266443789, "loss_fcos_loc": 0.19550146695110016, "loss_mask": 0.2702981336042285, "loss_maskiou": 0.0057090432092081755, "loss_sem_seg": 0.2866475349292159, "lr": 0.01, "mask_rcnn/accuracy": 0.87688331331302, "mask_rcnn/false_negative": 0.10753700150244833, "mask_rcnn/false_positive": 0.14855156800566338, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.75, "time": 0.7769714873284101, "total_loss": 1.6344010612228885} {"data_time": 0.015383563935756683, "eta_seconds": 105607.73585315514, "iteration": 134579, "loss_fcos_cls": 0.2603599801659584, "loss_fcos_ctr": 0.6202730098739266, "loss_fcos_loc": 0.19997484073974192, "loss_mask": 0.27967193629592657, "loss_maskiou": 0.005904536345042288, "loss_sem_seg": 0.31826458033174276, "lr": 0.01, "mask_rcnn/accuracy": 0.8858691690962099, "mask_rcnn/false_negative": 0.09279477728535462, "mask_rcnn/false_positive": 0.12806202871861236, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 24.25, "time": 0.7809400334954262, "total_loss": 1.6811495309611928} {"data_time": 0.018128717318177223, "eta_seconds": 105592.13890203927, "iteration": 134599, "loss_fcos_cls": 0.26257509971037507, "loss_fcos_ctr": 0.621798537671566, "loss_fcos_loc": 0.19584881700575352, "loss_mask": 0.28272275626659393, "loss_maskiou": 0.005939902635873295, "loss_sem_seg": 0.28876822645543143, "lr": 0.01, "mask_rcnn/accuracy": 0.8621942824748947, "mask_rcnn/false_negative": 0.11014511281675568, "mask_rcnn/false_positive": 0.1522703064681829, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7526885000988841, "total_loss": 1.6450884268560912} {"data_time": 0.017214704304933548, "eta_seconds": 105576.54195092339, "iteration": 134619, "loss_fcos_cls": 0.2592306253500283, "loss_fcos_ctr": 0.6210452830418944, "loss_fcos_loc": 0.2005225820466876, "loss_mask": 0.2769570853561163, "loss_maskiou": 0.005950290724285878, "loss_sem_seg": 0.28378503303974867, "lr": 0.01, "mask_rcnn/accuracy": 0.8869491081960816, "mask_rcnn/false_negative": 0.09449592640816756, "mask_rcnn/false_positive": 0.14009014458028007, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7729619862511754, "total_loss": 1.6592358997877454} {"data_time": 0.017381866462528706, "eta_seconds": 105569.05184600875, "iteration": 134639, "loss_fcos_cls": 0.2528445345815271, "loss_fcos_ctr": 0.621132742613554, "loss_fcos_loc": 0.2017192472703755, "loss_mask": 0.27150137070566416, "loss_maskiou": 0.0060836802804260515, "loss_sem_seg": 0.27647784585133195, "lr": 0.01, "mask_rcnn/accuracy": 0.8936795973450109, "mask_rcnn/false_negative": 0.08656400066636977, "mask_rcnn/false_positive": 0.13669589530750292, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7817873563617468, "total_loss": 1.6713025092540192} {"data_time": 0.016438654623925686, "eta_seconds": 105553.45369708166, "iteration": 134659, "loss_fcos_cls": 0.25713889114558697, "loss_fcos_ctr": 0.6187933045439422, "loss_fcos_loc": 0.19702037586830556, "loss_mask": 0.27183732111006975, "loss_maskiou": 0.0054167162015801296, "loss_sem_seg": 0.27459585410542786, "lr": 0.01, "mask_rcnn/accuracy": 0.8875917171036891, "mask_rcnn/false_negative": 0.1006422091934257, "mask_rcnn/false_positive": 0.122398628215832, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.25, "time": 0.7855270970612764, "total_loss": 1.6199701013829326} {"data_time": 0.016526351682841778, "eta_seconds": 105524.19189842977, "iteration": 134679, "loss_fcos_cls": 0.2669407036155462, "loss_fcos_ctr": 0.6188662182539701, "loss_fcos_loc": 0.19465821073390543, "loss_mask": 0.26184011809527874, "loss_maskiou": 0.006029254844179377, "loss_sem_seg": 0.30333713721483946, "lr": 0.01, "mask_rcnn/accuracy": 0.8942366348713399, "mask_rcnn/false_negative": 0.09942740935183317, "mask_rcnn/false_positive": 0.12262830578680499, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7693345788866282, "total_loss": 1.6568827064911602} {"data_time": 0.014250105246901512, "eta_seconds": 105498.27412992157, "iteration": 134699, "loss_fcos_cls": 0.27517339237965643, "loss_fcos_ctr": 0.6217353185638785, "loss_fcos_loc": 0.20480113802477717, "loss_mask": 0.2836077595129609, "loss_maskiou": 0.006445223603805061, "loss_sem_seg": 0.2729518502019346, "lr": 0.01, "mask_rcnn/accuracy": 0.8784492765360112, "mask_rcnn/false_negative": 0.10871896933618155, "mask_rcnn/false_positive": 0.13404551472103135, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7852111253887415, "total_loss": 1.6642861573782284} {"data_time": 0.01609191484749317, "eta_seconds": 105498.55719534401, "iteration": 134719, "loss_fcos_cls": 0.2662028706399724, "loss_fcos_ctr": 0.6203636741265655, "loss_fcos_loc": 0.19848906568950042, "loss_mask": 0.26559101743623614, "loss_maskiou": 0.0058609652041923255, "loss_sem_seg": 0.27664124337024987, "lr": 0.01, "mask_rcnn/accuracy": 0.8793173399496785, "mask_rcnn/false_negative": 0.0943431026278975, "mask_rcnn/false_positive": 0.15820707482555463, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.75, "time": 0.7781767696142197, "total_loss": 1.6332161803293275} {"data_time": 0.016958248801529408, "eta_seconds": 105402.12362404168, "iteration": 134739, "loss_fcos_cls": 0.24767527030780911, "loss_fcos_ctr": 0.6192331835627556, "loss_fcos_loc": 0.1964751228224486, "loss_mask": 0.26803640043362975, "loss_maskiou": 0.0058478357386775315, "loss_sem_seg": 0.2586432504467666, "lr": 0.01, "mask_rcnn/accuracy": 0.8843969228316326, "mask_rcnn/false_negative": 0.09653457609856828, "mask_rcnn/false_positive": 0.13751984312787932, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7774268416687846, "total_loss": 1.5907390768552432} {"data_time": 0.015954457223415375, "eta_seconds": 105427.71845394559, "iteration": 134759, "loss_fcos_cls": 0.2616934401448816, "loss_fcos_ctr": 0.6192985353991389, "loss_fcos_loc": 0.19639341323636472, "loss_mask": 0.27090325485914946, "loss_maskiou": 0.005876857576367911, "loss_sem_seg": 0.259197540464811, "lr": 0.01, "mask_rcnn/accuracy": 0.8713161590393733, "mask_rcnn/false_negative": 0.09309966370243915, "mask_rcnn/false_positive": 0.14135565530245553, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.782716691493988, "total_loss": 1.612914711702615} {"data_time": 0.017715636640787125, "eta_seconds": 105335.38837585691, "iteration": 134779, "loss_fcos_cls": 0.27617150265723467, "loss_fcos_ctr": 0.6191156720742583, "loss_fcos_loc": 0.2006415392679628, "loss_mask": 0.27983157243579626, "loss_maskiou": 0.0068080021446803585, "loss_sem_seg": 0.2657439708709717, "lr": 0.01, "mask_rcnn/accuracy": 0.8704272249440317, "mask_rcnn/false_negative": 0.10461385941046808, "mask_rcnn/false_positive": 0.14926456369751348, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.75, "time": 0.7727587912231684, "total_loss": 1.6665267985517858} {"data_time": 0.015688304789364338, "eta_seconds": 105319.80863774288, "iteration": 134799, "loss_fcos_cls": 0.2769448575563729, "loss_fcos_ctr": 0.6224044826813042, "loss_fcos_loc": 0.21247264585690573, "loss_mask": 0.2733388775959611, "loss_maskiou": 0.005576062976615503, "loss_sem_seg": 0.3006286360323429, "lr": 0.01, "mask_rcnn/accuracy": 0.8728143567553603, "mask_rcnn/false_negative": 0.10204382440259874, "mask_rcnn/false_positive": 0.14375572774829368, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.75, "time": 0.7788600837811828, "total_loss": 1.7012686598754954} {"data_time": 0.014720474369823933, "eta_seconds": 105249.89950957056, "iteration": 134819, "loss_fcos_cls": 0.25886638672091067, "loss_fcos_ctr": 0.6211939989589155, "loss_fcos_loc": 0.20724149170564488, "loss_mask": 0.27127156872302294, "loss_maskiou": 0.005561923961067805, "loss_sem_seg": 0.3028144328854978, "lr": 0.01, "mask_rcnn/accuracy": 0.8688594456921525, "mask_rcnn/false_negative": 0.10449244997148407, "mask_rcnn/false_positive": 0.14988232391717485, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.75, "time": 0.7739036930724978, "total_loss": 1.682401672413107} {"data_time": 0.015461304225027561, "eta_seconds": 105258.61253962386, "iteration": 134839, "loss_fcos_cls": 0.2663247841410339, "loss_fcos_ctr": 0.6207460556179285, "loss_fcos_loc": 0.20348598281270824, "loss_mask": 0.2716887276619673, "loss_maskiou": 0.005703686838387512, "loss_sem_seg": 0.2889042354654521, "lr": 0.01, "mask_rcnn/accuracy": 0.9057721134275812, "mask_rcnn/false_negative": 0.0796696431155846, "mask_rcnn/false_positive": 0.1176400594524607, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.5, "time": 0.7863759025931358, "total_loss": 1.6434201237134403} {"data_time": 0.0166112519800663, "eta_seconds": 105365.00199906249, "iteration": 134859, "loss_fcos_cls": 0.2704072950873524, "loss_fcos_ctr": 0.6217383304610848, "loss_fcos_loc": 0.20929160830564797, "loss_mask": 0.28160290513187647, "loss_maskiou": 0.0060605050675803795, "loss_sem_seg": 0.2543541290797293, "lr": 0.01, "mask_rcnn/accuracy": 0.8748221657083887, "mask_rcnn/false_negative": 0.0925028603644179, "mask_rcnn/false_positive": 0.15050658633531555, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7884599836543202, "total_loss": 1.6664287141757086} {"data_time": 0.015980355441570282, "eta_seconds": 105382.9581811456, "iteration": 134879, "loss_fcos_cls": 0.2701644664630294, "loss_fcos_ctr": 0.6202376489527524, "loss_fcos_loc": 0.2031390864867717, "loss_mask": 0.2681608689017594, "loss_maskiou": 0.005411872145486996, "loss_sem_seg": 0.3110985760577023, "lr": 0.01, "mask_rcnn/accuracy": 0.8894112523058004, "mask_rcnn/false_negative": 0.1028400662433884, "mask_rcnn/false_positive": 0.12200110421305488, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.7808768907561898, "total_loss": 1.6828883562775445} {"data_time": 0.019916952587664127, "eta_seconds": 105347.87825357635, "iteration": 134899, "loss_fcos_cls": 0.25656010140664876, "loss_fcos_ctr": 0.6226699501276016, "loss_fcos_loc": 0.2062424785690382, "loss_mask": 0.26977252028882504, "loss_maskiou": 0.0060017129726475105, "loss_sem_seg": 0.27000175416469574, "lr": 0.01, "mask_rcnn/accuracy": 0.8718156968257149, "mask_rcnn/false_negative": 0.08747147643576902, "mask_rcnn/false_positive": 0.1652629420458342, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7619713796302676, "total_loss": 1.602960291726049} {"data_time": 0.01672540884464979, "eta_seconds": 105365.64591912925, "iteration": 134919, "loss_fcos_cls": 0.25736921024508774, "loss_fcos_ctr": 0.6229514945298433, "loss_fcos_loc": 0.20305189141072333, "loss_mask": 0.2800696175545454, "loss_maskiou": 0.0054413058096542954, "loss_sem_seg": 0.28014382254332304, "lr": 0.01, "mask_rcnn/accuracy": 0.8805045993986086, "mask_rcnn/false_negative": 0.09718037069736704, "mask_rcnn/false_positive": 0.12331830725754844, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7838468877598643, "total_loss": 1.6543478086969117} {"data_time": 0.015370809473097324, "eta_seconds": 105358.41455705278, "iteration": 134939, "loss_fcos_cls": 0.263564181397669, "loss_fcos_ctr": 0.6229843534529209, "loss_fcos_loc": 0.20141112082637846, "loss_mask": 0.2869373597204685, "loss_maskiou": 0.005766593021689914, "loss_sem_seg": 0.3032593703828752, "lr": 0.01, "mask_rcnn/accuracy": 0.874343487394958, "mask_rcnn/false_negative": 0.08934626304500823, "mask_rcnn/false_positive": 0.15482779346428407, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.75, "time": 0.7889860291033983, "total_loss": 1.6611862226563971} {"data_time": 0.017077229917049408, "eta_seconds": 105342.81295265816, "iteration": 134959, "loss_fcos_cls": 0.2572365638334304, "loss_fcos_ctr": 0.6214074408635497, "loss_fcos_loc": 0.19757628173101693, "loss_mask": 0.26940574310719967, "loss_maskiou": 0.0058570109540596604, "loss_sem_seg": 0.26392130460590124, "lr": 0.01, "mask_rcnn/accuracy": 0.882257115706593, "mask_rcnn/false_negative": 0.09700224927744486, "mask_rcnn/false_positive": 0.1279357374292121, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.25, "time": 0.764731683768332, "total_loss": 1.6226415708952118} {"data_time": 0.01857262011617422, "eta_seconds": 105304.96663417574, "iteration": 134979, "loss_fcos_cls": 0.26331197563558817, "loss_fcos_ctr": 0.6215474037453532, "loss_fcos_loc": 0.20078884530812502, "loss_mask": 0.26891301944851875, "loss_maskiou": 0.005551933420065325, "loss_sem_seg": 0.31687478441745043, "lr": 0.01, "mask_rcnn/accuracy": 0.8788854036810332, "mask_rcnn/false_negative": 0.09094504569020666, "mask_rcnn/false_positive": 0.14572023322690594, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.7854156475514174, "total_loss": 1.6769532835460268} {"data_time": 0.01684083603322506, "eta_seconds": 105299.89477394335, "iteration": 134999, "loss_fcos_cls": 0.26068422268144786, "loss_fcos_ctr": 0.623544305562973, "loss_fcos_loc": 0.20907744579017162, "loss_mask": 0.28003588411957026, "loss_maskiou": 0.00627942566643469, "loss_sem_seg": 0.3135908208787441, "lr": 0.01, "mask_rcnn/accuracy": 0.8762496485980246, "mask_rcnn/false_negative": 0.08533714406890447, "mask_rcnn/false_positive": 0.14334646643727894, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7778885224834085, "total_loss": 1.704447509458987} {"data_time": 0.015568660572171211, "eta_seconds": 105298.34221287165, "iteration": 135019, "loss_fcos_cls": 0.26794210087973624, "loss_fcos_ctr": 0.6237297039479017, "loss_fcos_loc": 0.20270279189571738, "loss_mask": 0.28042534831911325, "loss_maskiou": 0.006306539682555012, "loss_sem_seg": 0.28626021835952997, "lr": 0.01, "mask_rcnn/accuracy": 0.8862192521936311, "mask_rcnn/false_negative": 0.10861156273322445, "mask_rcnn/false_positive": 0.14191174833933146, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 25.75, "time": 0.7848856160417199, "total_loss": 1.6873525420523947} {"data_time": 0.016886469908058643, "eta_seconds": 105282.74026263971, "iteration": 135039, "loss_fcos_cls": 0.27222012588754296, "loss_fcos_ctr": 0.6207455955445766, "loss_fcos_loc": 0.20850681827869266, "loss_mask": 0.27415995206683874, "loss_maskiou": 0.005493180586199742, "loss_sem_seg": 0.24712486565113068, "lr": 0.01, "mask_rcnn/accuracy": 0.8776547415818557, "mask_rcnn/false_negative": 0.10480794020063633, "mask_rcnn/false_positive": 0.1351296490861996, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.0, "time": 0.783933243714273, "total_loss": 1.646938177284028} {"data_time": 0.01674470491707325, "eta_seconds": 105278.05029970873, "iteration": 135059, "loss_fcos_cls": 0.2661964133149013, "loss_fcos_ctr": 0.6204841760918498, "loss_fcos_loc": 0.20535477297380567, "loss_mask": 0.27471818681806326, "loss_maskiou": 0.00543692674182239, "loss_sem_seg": 0.27283586096018553, "lr": 0.01, "mask_rcnn/accuracy": 0.9106530323994004, "mask_rcnn/false_negative": 0.07581806145193357, "mask_rcnn/false_positive": 0.11003740735099815, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.75, "time": 0.7839846834540367, "total_loss": 1.63374404082424} {"data_time": 0.015547598712146282, "eta_seconds": 105287.40394596942, "iteration": 135079, "loss_fcos_cls": 0.2552498566219583, "loss_fcos_ctr": 0.6212547151371837, "loss_fcos_loc": 0.20308430003933609, "loss_mask": 0.2774865161627531, "loss_maskiou": 0.006551978665811475, "loss_sem_seg": 0.2702520405873656, "lr": 0.01, "mask_rcnn/accuracy": 0.8879995229236567, "mask_rcnn/false_negative": 0.08967369948759775, "mask_rcnn/false_positive": 0.13708301406077594, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.5, "time": 0.7868932234123349, "total_loss": 1.6344311396605917} {"data_time": 0.016400979831814766, "eta_seconds": 105221.8954296615, "iteration": 135099, "loss_fcos_cls": 0.2565997107885778, "loss_fcos_ctr": 0.6216933177784085, "loss_fcos_loc": 0.19930867431685328, "loss_mask": 0.2853794461116195, "loss_maskiou": 0.0061088652510079555, "loss_sem_seg": 0.287456464022398, "lr": 0.01, "mask_rcnn/accuracy": 0.8687130067814246, "mask_rcnn/false_negative": 0.10211306065323486, "mask_rcnn/false_positive": 0.1505009642568064, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7705352045595646, "total_loss": 1.6457817305927165} {"data_time": 0.01572561915963888, "eta_seconds": 105209.64226810634, "iteration": 135119, "loss_fcos_cls": 0.27075957832857966, "loss_fcos_ctr": 0.6190774040296674, "loss_fcos_loc": 0.19353644200600684, "loss_mask": 0.265059276483953, "loss_maskiou": 0.006117082899436355, "loss_sem_seg": 0.2706579843070358, "lr": 0.01, "mask_rcnn/accuracy": 0.8737126890176827, "mask_rcnn/false_negative": 0.10617602593925075, "mask_rcnn/false_positive": 0.13561538085919894, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7854348132386804, "total_loss": 1.6434532101266086} {"data_time": 0.015721982344985008, "eta_seconds": 105215.63602959085, "iteration": 135139, "loss_fcos_cls": 0.27391515066847205, "loss_fcos_ctr": 0.6238075126893818, "loss_fcos_loc": 0.2118322777096182, "loss_mask": 0.2841366734355688, "loss_maskiou": 0.006285932511673309, "loss_sem_seg": 0.26800667494535446, "lr": 0.01, "mask_rcnn/accuracy": 0.8598035149374434, "mask_rcnn/false_negative": 0.10410127662651336, "mask_rcnn/false_positive": 0.17875029349843993, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.7780841812491417, "total_loss": 1.679155042340426} {"data_time": 0.017108745872974396, "eta_seconds": 105200.03246206138, "iteration": 135159, "loss_fcos_cls": 0.26384770637378097, "loss_fcos_ctr": 0.6222296273335814, "loss_fcos_loc": 0.203147045802325, "loss_mask": 0.27357381815090775, "loss_maskiou": 0.00641244716825895, "loss_sem_seg": 0.2831539250910282, "lr": 0.01, "mask_rcnn/accuracy": 0.8968628181609722, "mask_rcnn/false_negative": 0.08200577558923847, "mask_rcnn/false_positive": 0.11821960137796683, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.75, "time": 0.774143218062818, "total_loss": 1.650575544903404} {"data_time": 0.016745067201554775, "eta_seconds": 105173.52661101613, "iteration": 135179, "loss_fcos_cls": 0.2622647122479975, "loss_fcos_ctr": 0.6203401107341051, "loss_fcos_loc": 0.20715031074360013, "loss_mask": 0.28113691322505474, "loss_maskiou": 0.006041187356458977, "loss_sem_seg": 0.31231976114213467, "lr": 0.01, "mask_rcnn/accuracy": 0.8780901339528706, "mask_rcnn/false_negative": 0.09100516908719572, "mask_rcnn/false_positive": 0.1512215535985093, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.0, "time": 0.7732449462637305, "total_loss": 1.6936873242811998} {"data_time": 0.016744314692914486, "eta_seconds": 105172.66845588107, "iteration": 135199, "loss_fcos_cls": 0.25665683730039746, "loss_fcos_ctr": 0.620793180540204, "loss_fcos_loc": 0.1953609596239403, "loss_mask": 0.2804844742640853, "loss_maskiou": 0.005763332825154066, "loss_sem_seg": 0.3031003593932837, "lr": 0.01, "mask_rcnn/accuracy": 0.8966374955070091, "mask_rcnn/false_negative": 0.08702875832822068, "mask_rcnn/false_positive": 0.14055177886031542, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7777359075844288, "total_loss": 1.657956464390736} {"data_time": 0.01671326532959938, "eta_seconds": 105153.22175947297, "iteration": 135219, "loss_fcos_cls": 0.2514405301772058, "loss_fcos_ctr": 0.6215826999396086, "loss_fcos_loc": 0.20112463412806392, "loss_mask": 0.26699590776115656, "loss_maskiou": 0.005394519532273989, "loss_sem_seg": 0.275138639844954, "lr": 0.01, "mask_rcnn/accuracy": 0.8793078162439065, "mask_rcnn/false_negative": 0.09402418807092927, "mask_rcnn/false_positive": 0.14283155738184805, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7782239355146885, "total_loss": 1.6273837438966439} {"data_time": 0.016566737554967403, "eta_seconds": 105126.72076032031, "iteration": 135239, "loss_fcos_cls": 0.26655684446450323, "loss_fcos_ctr": 0.622299637645483, "loss_fcos_loc": 0.21437769627664238, "loss_mask": 0.27993306843563914, "loss_maskiou": 0.0062290343848872, "loss_sem_seg": 0.27004741900600493, "lr": 0.01, "mask_rcnn/accuracy": 0.8690680656986981, "mask_rcnn/false_negative": 0.10205488272365461, "mask_rcnn/false_positive": 0.16369491795182164, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7782937185838819, "total_loss": 1.6687342182594875} {"data_time": 0.016009515151381493, "eta_seconds": 105089.9335362399, "iteration": 135259, "loss_fcos_cls": 0.2618003028910607, "loss_fcos_ctr": 0.6196619267575443, "loss_fcos_loc": 0.19363784394226968, "loss_mask": 0.27803543768823147, "loss_maskiou": 0.005856242583831772, "loss_sem_seg": 0.2784178494475782, "lr": 0.01, "mask_rcnn/accuracy": 0.8759224063593383, "mask_rcnn/false_negative": 0.10260720759428679, "mask_rcnn/false_positive": 0.14813560635212797, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 27.0, "time": 0.7725946176797152, "total_loss": 1.6573758501472184} {"data_time": 0.016371366567909718, "eta_seconds": 105028.44116278365, "iteration": 135279, "loss_fcos_cls": 0.25846969126723707, "loss_fcos_ctr": 0.6248147245496511, "loss_fcos_loc": 0.20860888995230198, "loss_mask": 0.28284508967772126, "loss_maskiou": 0.0058792249037651345, "loss_sem_seg": 0.2931090397760272, "lr": 0.01, "mask_rcnn/accuracy": 0.8823803360189959, "mask_rcnn/false_negative": 0.08943397966236005, "mask_rcnn/false_positive": 0.15375057836138412, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.5, "time": 0.7635781839489937, "total_loss": 1.6800399014464347} {"data_time": 0.01722486224025488, "eta_seconds": 104983.06280457228, "iteration": 135299, "loss_fcos_cls": 0.2687499881722033, "loss_fcos_ctr": 0.6208415664732456, "loss_fcos_loc": 0.2106979598174803, "loss_mask": 0.2755461158230901, "loss_maskiou": 0.005818602236104198, "loss_sem_seg": 0.2902061063796282, "lr": 0.01, "mask_rcnn/accuracy": 0.8876590019569472, "mask_rcnn/false_negative": 0.08858134937548626, "mask_rcnn/false_positive": 0.155250467349133, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.0, "time": 0.7753531029447913, "total_loss": 1.688159128978441} {"data_time": 0.015426436439156532, "eta_seconds": 105017.11523495801, "iteration": 135319, "loss_fcos_cls": 0.27026293706148863, "loss_fcos_ctr": 0.6210062876343727, "loss_fcos_loc": 0.20649405440781265, "loss_mask": 0.27345733996480703, "loss_maskiou": 0.006518056150525808, "loss_sem_seg": 0.29056971287354827, "lr": 0.01, "mask_rcnn/accuracy": 0.8819033317368667, "mask_rcnn/false_negative": 0.09588883675358814, "mask_rcnn/false_positive": 0.1525427680265889, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.0, "time": 0.7925926921889186, "total_loss": 1.6610541092522908} {"data_time": 0.015650436282157898, "eta_seconds": 104965.67178878747, "iteration": 135339, "loss_fcos_cls": 0.24819454818498343, "loss_fcos_ctr": 0.6170311849564314, "loss_fcos_loc": 0.1985486049670726, "loss_mask": 0.265645045787096, "loss_maskiou": 0.005482998578372644, "loss_sem_seg": 0.3239144552499056, "lr": 0.01, "mask_rcnn/accuracy": 0.876311649659864, "mask_rcnn/false_negative": 0.09912534319904123, "mask_rcnn/false_positive": 0.14081487081579092, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.779941139742732, "total_loss": 1.6612738969597558} {"data_time": 0.015398670919239521, "eta_seconds": 104985.92535212822, "iteration": 135359, "loss_fcos_cls": 0.2645882008364424, "loss_fcos_ctr": 0.621121684089303, "loss_fcos_loc": 0.20983708021230996, "loss_mask": 0.2683515613898635, "loss_maskiou": 0.006342401582514867, "loss_sem_seg": 0.28311909129843116, "lr": 0.01, "mask_rcnn/accuracy": 0.8845749116954473, "mask_rcnn/false_negative": 0.09110636724549229, "mask_rcnn/false_positive": 0.1389862969519543, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.25, "time": 0.7711568390950561, "total_loss": 1.656981509513571} {"data_time": 0.017255377024412155, "eta_seconds": 104864.98634097539, "iteration": 135379, "loss_fcos_cls": 0.252448485349305, "loss_fcos_ctr": 0.617898004129529, "loss_fcos_loc": 0.19463693024590611, "loss_mask": 0.2766130529344082, "loss_maskiou": 0.005300345961586572, "loss_sem_seg": 0.29858197597786784, "lr": 0.01, "mask_rcnn/accuracy": 0.8732291709440315, "mask_rcnn/false_negative": 0.08998936910111892, "mask_rcnn/false_positive": 0.18267422381121648, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.768638975918293, "total_loss": 1.6596827198227402} {"data_time": 0.01616550236940384, "eta_seconds": 104876.8989573447, "iteration": 135399, "loss_fcos_cls": 0.2597649348899722, "loss_fcos_ctr": 0.6232653316110373, "loss_fcos_loc": 0.20365187397692353, "loss_mask": 0.2656478267163038, "loss_maskiou": 0.0055564073991263285, "loss_sem_seg": 0.31284780986607075, "lr": 0.01, "mask_rcnn/accuracy": 0.8896333001675744, "mask_rcnn/false_negative": 0.09100738340681541, "mask_rcnn/false_positive": 0.12079467629251975, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7763868784531951, "total_loss": 1.666697100692545} {"data_time": 0.017068911343812943, "eta_seconds": 104939.14052788354, "iteration": 135419, "loss_fcos_cls": 0.2612425514962524, "loss_fcos_ctr": 0.6234299847856164, "loss_fcos_loc": 0.21092996723018587, "loss_mask": 0.28994528111070395, "loss_maskiou": 0.006901628221385181, "loss_sem_seg": 0.27256188727915287, "lr": 0.01, "mask_rcnn/accuracy": 0.8842126841338038, "mask_rcnn/false_negative": 0.11086545695472864, "mask_rcnn/false_positive": 0.13673756224524342, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.25, "time": 0.7843574406579137, "total_loss": 1.6651970825187163} {"data_time": 0.016644412651658058, "eta_seconds": 104873.94981511682, "iteration": 135439, "loss_fcos_cls": 0.26833193143829703, "loss_fcos_ctr": 0.6187983248382807, "loss_fcos_loc": 0.20354346907697618, "loss_mask": 0.28125583846122026, "loss_maskiou": 0.006431346439057961, "loss_sem_seg": 0.2715558239724487, "lr": 0.01, "mask_rcnn/accuracy": 0.8709133324382385, "mask_rcnn/false_negative": 0.10540176835952339, "mask_rcnn/false_positive": 0.1548691490441671, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.7720260415226221, "total_loss": 1.6925790467503248} {"data_time": 0.015722361393272877, "eta_seconds": 104830.14882965293, "iteration": 135459, "loss_fcos_cls": 0.25806648982688785, "loss_fcos_ctr": 0.6183350374922156, "loss_fcos_loc": 0.20216169371269643, "loss_mask": 0.2711087204515934, "loss_maskiou": 0.005944416596321389, "loss_sem_seg": 0.2837067171931267, "lr": 0.01, "mask_rcnn/accuracy": 0.8778284499283584, "mask_rcnn/false_negative": 0.08725055497849671, "mask_rcnn/false_positive": 0.12193577596232227, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 25.25, "time": 0.7855920093134046, "total_loss": 1.6420959116367158} {"data_time": 0.015907139517366886, "eta_seconds": 104764.5331580257, "iteration": 135479, "loss_fcos_cls": 0.26237309572752565, "loss_fcos_ctr": 0.6232951208949089, "loss_fcos_loc": 0.20460376213304698, "loss_mask": 0.29386361595243216, "loss_maskiou": 0.0058929290462401696, "loss_sem_seg": 0.25853218231350183, "lr": 0.01, "mask_rcnn/accuracy": 0.8792735042735043, "mask_rcnn/false_negative": 0.08924424441374906, "mask_rcnn/false_positive": 0.1480308974881681, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7767127240076661, "total_loss": 1.647701685447828} {"data_time": 0.014687198214232922, "eta_seconds": 104822.98387795035, "iteration": 135499, "loss_fcos_cls": 0.2718029433162883, "loss_fcos_ctr": 0.6231003059074283, "loss_fcos_loc": 0.20224504312500358, "loss_mask": 0.27569983806461096, "loss_maskiou": 0.006509451268357225, "loss_sem_seg": 0.28007628954946995, "lr": 0.01, "mask_rcnn/accuracy": 0.8663383361392847, "mask_rcnn/false_negative": 0.10596282573877908, "mask_rcnn/false_positive": 0.1604953512584469, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.78586854506284, "total_loss": 1.6967779385158792} {"data_time": 0.01542675495147705, "eta_seconds": 104755.93130433373, "iteration": 135519, "loss_fcos_cls": 0.26423101662658155, "loss_fcos_ctr": 0.6213673083111644, "loss_fcos_loc": 0.19910321675706655, "loss_mask": 0.2667043637484312, "loss_maskiou": 0.005934186909144046, "loss_sem_seg": 0.29313016578089446, "lr": 0.01, "mask_rcnn/accuracy": 0.8887808938510469, "mask_rcnn/false_negative": 0.08523397732258078, "mask_rcnn/false_positive": 0.12819103950582877, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.5, "time": 0.78507259208709, "total_loss": 1.6502758189162705} {"data_time": 0.015331339091062546, "eta_seconds": 104695.6319791833, "iteration": 135539, "loss_fcos_cls": 0.25919013970997185, "loss_fcos_ctr": 0.618446015752852, "loss_fcos_loc": 0.19901893427595496, "loss_mask": 0.2710035229101777, "loss_maskiou": 0.005555501178605482, "loss_sem_seg": 0.2981141358613968, "lr": 0.01, "mask_rcnn/accuracy": 0.880725373972159, "mask_rcnn/false_negative": 0.10972141111327408, "mask_rcnn/false_positive": 0.14277897128797423, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7659476501867175, "total_loss": 1.656733998999698} {"data_time": 0.016501393169164658, "eta_seconds": 104675.81541691534, "iteration": 135559, "loss_fcos_cls": 0.270436325808987, "loss_fcos_ctr": 0.6214716527611017, "loss_fcos_loc": 0.19404732366092503, "loss_mask": 0.2742493753321469, "loss_maskiou": 0.006336406135233119, "loss_sem_seg": 0.2939123655669391, "lr": 0.01, "mask_rcnn/accuracy": 0.8918686955860325, "mask_rcnn/false_negative": 0.08633191223789627, "mask_rcnn/false_positive": 0.13798056684438242, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7701900247484446, "total_loss": 1.6725441046583} {"data_time": 0.019211902283132076, "eta_seconds": 104675.43688469566, "iteration": 135579, "loss_fcos_cls": 0.2556936019100249, "loss_fcos_ctr": 0.62200219463557, "loss_fcos_loc": 0.1984396114712581, "loss_mask": 0.2784987445920706, "loss_maskiou": 0.005905265177716501, "loss_sem_seg": 0.266311869956553, "lr": 0.01, "mask_rcnn/accuracy": 0.862522182786158, "mask_rcnn/false_negative": 0.11616301938006032, "mask_rcnn/false_positive": 0.1617569234010231, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7966434257104993, "total_loss": 1.622685798771272} {"data_time": 0.015429146587848663, "eta_seconds": 104681.86461864598, "iteration": 135599, "loss_fcos_cls": 0.27279251092113554, "loss_fcos_ctr": 0.6210038349963725, "loss_fcos_loc": 0.20507550588808954, "loss_mask": 0.2738390238955617, "loss_maskiou": 0.007052135246340185, "loss_sem_seg": 0.2795794999692589, "lr": 0.01, "mask_rcnn/accuracy": 0.8800001284854602, "mask_rcnn/false_negative": 0.08222571117138924, "mask_rcnn/false_positive": 0.16780774744935195, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.7829915294423699, "total_loss": 1.6555253273400012} {"data_time": 0.015829239040613174, "eta_seconds": 104651.48571757507, "iteration": 135619, "loss_fcos_cls": 0.26671054342295974, "loss_fcos_ctr": 0.6207003956660628, "loss_fcos_loc": 0.1968849271070212, "loss_mask": 0.2737150304019451, "loss_maskiou": 0.005584030099271331, "loss_sem_seg": 0.2924287882633507, "lr": 0.01, "mask_rcnn/accuracy": 0.8750396181199753, "mask_rcnn/false_negative": 0.08857345709602744, "mask_rcnn/false_positive": 0.1609235940043821, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7567650293931365, "total_loss": 1.6412410880220705} {"data_time": 0.017064426094293594, "eta_seconds": 104620.2769576991, "iteration": 135639, "loss_fcos_cls": 0.28035412705503404, "loss_fcos_ctr": 0.6215685196220875, "loss_fcos_loc": 0.20111075951717794, "loss_mask": 0.27946991845965385, "loss_maskiou": 0.006388572488503996, "loss_sem_seg": 0.3371054381132126, "lr": 0.01, "mask_rcnn/accuracy": 0.867438399778516, "mask_rcnn/false_negative": 0.09192743327464925, "mask_rcnn/false_positive": 0.16840163372414724, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.768857748247683, "total_loss": 1.7251947948971065} {"data_time": 0.015439648181200027, "eta_seconds": 104578.21000917628, "iteration": 135659, "loss_fcos_cls": 0.25208414113149047, "loss_fcos_ctr": 0.6211228705942631, "loss_fcos_loc": 0.19605748890899122, "loss_mask": 0.28216387890279293, "loss_maskiou": 0.006124150087998714, "loss_sem_seg": 0.2541081025265157, "lr": 0.01, "mask_rcnn/accuracy": 0.8745983919883743, "mask_rcnn/false_negative": 0.09071825743410308, "mask_rcnn/false_positive": 0.16894933737830853, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.757511374540627, "total_loss": 1.6051353644870687} {"data_time": 0.016574823297560215, "eta_seconds": 104562.64094090834, "iteration": 135679, "loss_fcos_cls": 0.2697559723164886, "loss_fcos_ctr": 0.623623545281589, "loss_fcos_loc": 0.20620232017245144, "loss_mask": 0.27614949457347393, "loss_maskiou": 0.005477241189510096, "loss_sem_seg": 0.2749035037122667, "lr": 0.01, "mask_rcnn/accuracy": 0.8783107393598465, "mask_rcnn/false_negative": 0.0948443041876463, "mask_rcnn/false_positive": 0.135694526245762, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.5, "time": 0.7730436902493238, "total_loss": 1.6536989519518102} {"data_time": 0.01510639302432537, "eta_seconds": 104523.07186667528, "iteration": 135699, "loss_fcos_cls": 0.2545788486022502, "loss_fcos_ctr": 0.6251116150524467, "loss_fcos_loc": 0.2091465019620955, "loss_mask": 0.28427591547369957, "loss_maskiou": 0.006143278296804056, "loss_sem_seg": 0.25548175163567066, "lr": 0.01, "mask_rcnn/accuracy": 0.8944627569184319, "mask_rcnn/false_negative": 0.10064161520750366, "mask_rcnn/false_positive": 0.12721284665873847, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7846942842006683, "total_loss": 1.655481622867228} {"data_time": 0.015512002632021904, "eta_seconds": 104553.74841130245, "iteration": 135719, "loss_fcos_cls": 0.24746865523047745, "loss_fcos_ctr": 0.6197659224271774, "loss_fcos_loc": 0.20334458025172353, "loss_mask": 0.2836731942370534, "loss_maskiou": 0.006119542376836762, "loss_sem_seg": 0.2756230942904949, "lr": 0.01, "mask_rcnn/accuracy": 0.8773997991086235, "mask_rcnn/false_negative": 0.09054601512206531, "mask_rcnn/false_positive": 0.16567864360513546, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.7890127087011933, "total_loss": 1.6464408332976745} {"data_time": 0.014554972760379314, "eta_seconds": 104515.93373610452, "iteration": 135739, "loss_fcos_cls": 0.25444206199608743, "loss_fcos_ctr": 0.6221484821289778, "loss_fcos_loc": 0.20100369630381465, "loss_mask": 0.2834889888763428, "loss_maskiou": 0.006221776522579603, "loss_sem_seg": 0.29613836691714823, "lr": 0.01, "mask_rcnn/accuracy": 0.871782572701385, "mask_rcnn/false_negative": 0.0973433969749494, "mask_rcnn/false_positive": 0.1535322347863481, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.0, "time": 0.7707513151690364, "total_loss": 1.6601128651818726} {"data_time": 0.01579955220222473, "eta_seconds": 104476.37538405787, "iteration": 135759, "loss_fcos_cls": 0.2601695670746267, "loss_fcos_ctr": 0.6218037554062903, "loss_fcos_loc": 0.202066149096936, "loss_mask": 0.28128094505518675, "loss_maskiou": 0.0059367331450630445, "loss_sem_seg": 0.2755138312932104, "lr": 0.01, "mask_rcnn/accuracy": 0.8696969457600512, "mask_rcnn/false_negative": 0.10554451262290615, "mask_rcnn/false_positive": 0.15951732292952517, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7752094976603985, "total_loss": 1.6192303965653991} {"data_time": 0.016147218644618988, "eta_seconds": 104486.52826680709, "iteration": 135779, "loss_fcos_cls": 0.2556503943633288, "loss_fcos_ctr": 0.6177406487986445, "loss_fcos_loc": 0.19369168463163078, "loss_mask": 0.26178741035982966, "loss_maskiou": 0.005555050332986866, "loss_sem_seg": 0.30008405493572354, "lr": 0.01, "mask_rcnn/accuracy": 0.8839613564581676, "mask_rcnn/false_negative": 0.1064253273079641, "mask_rcnn/false_positive": 0.12369602432193431, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.783036663196981, "total_loss": 1.6301044739375357} {"data_time": 0.01731302123516798, "eta_seconds": 104453.06704556197, "iteration": 135799, "loss_fcos_cls": 0.26535826572217047, "loss_fcos_ctr": 0.6225693384185433, "loss_fcos_loc": 0.19680549553595483, "loss_mask": 0.266373707447201, "loss_maskiou": 0.005642891228490043, "loss_sem_seg": 0.2958482453832403, "lr": 0.01, "mask_rcnn/accuracy": 0.8659504750175933, "mask_rcnn/false_negative": 0.1124442148699078, "mask_rcnn/false_positive": 0.17988965684433736, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7767843436449766, "total_loss": 1.6268644648571353} {"data_time": 0.01585599221289158, "eta_seconds": 104488.5456634406, "iteration": 135819, "loss_fcos_cls": 0.25109549658373, "loss_fcos_ctr": 0.6190953049808741, "loss_fcos_loc": 0.18782151653431356, "loss_mask": 0.2611754797399044, "loss_maskiou": 0.005179007392143831, "loss_sem_seg": 0.25676333252340555, "lr": 0.01, "mask_rcnn/accuracy": 0.8769463146083176, "mask_rcnn/false_negative": 0.09456861920144806, "mask_rcnn/false_positive": 0.14309318288060036, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7836084999144077, "total_loss": 1.6047148912621196} {"data_time": 0.01561436802148819, "eta_seconds": 104480.15698168334, "iteration": 135839, "loss_fcos_cls": 0.26575884502381086, "loss_fcos_ctr": 0.6241155881434679, "loss_fcos_loc": 0.21054907562211156, "loss_mask": 0.2869609324261546, "loss_maskiou": 0.006410331421648152, "loss_sem_seg": 0.293987205484882, "lr": 0.01, "mask_rcnn/accuracy": 0.8686066261947818, "mask_rcnn/false_negative": 0.09395686101563952, "mask_rcnn/false_positive": 0.16828586051679734, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.75, "time": 0.7933377772569656, "total_loss": 1.6730696313388762} {"data_time": 0.01593731250613928, "eta_seconds": 104424.25096101034, "iteration": 135859, "loss_fcos_cls": 0.27080427296459675, "loss_fcos_ctr": 0.6226853597909212, "loss_fcos_loc": 0.21382304525468498, "loss_mask": 0.2697974946349859, "loss_maskiou": 0.005985209025311633, "loss_sem_seg": 0.28349953843280673, "lr": 0.01, "mask_rcnn/accuracy": 0.8787784253267703, "mask_rcnn/false_negative": 0.09559512721025379, "mask_rcnn/false_positive": 0.14226879138376003, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7891033748164773, "total_loss": 1.7014692702578031} {"data_time": 0.017570598982274532, "eta_seconds": 104374.46568608657, "iteration": 135879, "loss_fcos_cls": 0.26154222898185253, "loss_fcos_ctr": 0.6218570517376065, "loss_fcos_loc": 0.20260159601457417, "loss_mask": 0.28292055195197463, "loss_maskiou": 0.006375084412866272, "loss_sem_seg": 0.3035186864435673, "lr": 0.01, "mask_rcnn/accuracy": 0.875818635088009, "mask_rcnn/false_negative": 0.10525193597765034, "mask_rcnn/false_positive": 0.1516914077164269, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7710556667298079, "total_loss": 1.7096682648189017} {"data_time": 0.016118085011839867, "eta_seconds": 104368.13667311333, "iteration": 135899, "loss_fcos_cls": 0.2800347883021459, "loss_fcos_ctr": 0.6223797560669482, "loss_fcos_loc": 0.20963565149577335, "loss_mask": 0.28003611136227846, "loss_maskiou": 0.006063020555302501, "loss_sem_seg": 0.2886489466764033, "lr": 0.01, "mask_rcnn/accuracy": 0.8703724793488824, "mask_rcnn/false_negative": 0.1012866654133455, "mask_rcnn/false_positive": 0.15643146509067946, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7802026020362973, "total_loss": 1.6801790655299556} {"data_time": 0.017313719727098942, "eta_seconds": 104377.54298166279, "iteration": 135919, "loss_fcos_cls": 0.2647523938212544, "loss_fcos_ctr": 0.6202290616929531, "loss_fcos_loc": 0.20074404263868928, "loss_mask": 0.27999161928892136, "loss_maskiou": 0.006009988021105528, "loss_sem_seg": 0.2703937510959804, "lr": 0.01, "mask_rcnn/accuracy": 0.881710347829608, "mask_rcnn/false_negative": 0.11000107341431986, "mask_rcnn/false_positive": 0.1291836283418559, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7843781262636185, "total_loss": 1.6088368640630506} {"data_time": 0.017413956113159657, "eta_seconds": 104327.77301349118, "iteration": 135939, "loss_fcos_cls": 0.26253405399620533, "loss_fcos_ctr": 0.6248575774952769, "loss_fcos_loc": 0.20558313466608524, "loss_mask": 0.2692135386168957, "loss_maskiou": 0.005919589821132831, "loss_sem_seg": 0.2810820862650871, "lr": 0.01, "mask_rcnn/accuracy": 0.8675300695190968, "mask_rcnn/false_negative": 0.10810911559052885, "mask_rcnn/false_positive": 0.1385604146765863, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.25, "time": 0.7798076933249831, "total_loss": 1.6965351841499796} {"data_time": 0.01540849357843399, "eta_seconds": 104346.40432876442, "iteration": 135959, "loss_fcos_cls": 0.2704429025761783, "loss_fcos_ctr": 0.6186556126922369, "loss_fcos_loc": 0.2086258688941598, "loss_mask": 0.256909410469234, "loss_maskiou": 0.005899983450945001, "loss_sem_seg": 0.29953487077727914, "lr": 0.01, "mask_rcnn/accuracy": 0.8682158801020408, "mask_rcnn/false_negative": 0.1018594916558676, "mask_rcnn/false_positive": 0.14340991463647537, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.5, "time": 0.7777686240151525, "total_loss": 1.6607292901171604} {"data_time": 0.016179269179701805, "eta_seconds": 104335.84102902189, "iteration": 135979, "loss_fcos_cls": 0.2598667829297483, "loss_fcos_ctr": 0.6207751259207726, "loss_fcos_loc": 0.1999751968542114, "loss_mask": 0.26948957704007626, "loss_maskiou": 0.005562932608881965, "loss_sem_seg": 0.2723242847714573, "lr": 0.01, "mask_rcnn/accuracy": 0.8790599165302129, "mask_rcnn/false_negative": 0.08761414257962387, "mask_rcnn/false_positive": 0.15711550187332463, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.0, "time": 0.7929254360496998, "total_loss": 1.629936599143548} {"data_time": 0.017376907169818878, "eta_seconds": 104297.40044539422, "iteration": 135999, "loss_fcos_cls": 0.2577162382658571, "loss_fcos_ctr": 0.6218221148010343, "loss_fcos_loc": 0.20079158840235323, "loss_mask": 0.26630373019725084, "loss_maskiou": 0.0063416927005164325, "loss_sem_seg": 0.2838622839190066, "lr": 0.01, "mask_rcnn/accuracy": 0.8571684575687039, "mask_rcnn/false_negative": 0.08381129469359161, "mask_rcnn/false_positive": 0.17891851057925034, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7749159559607506, "total_loss": 1.6368670870360802} {"data_time": 0.017224907875061035, "eta_seconds": 104274.74306381308, "iteration": 136019, "loss_fcos_cls": 0.2620756747201085, "loss_fcos_ctr": 0.6209881491959095, "loss_fcos_loc": 0.20151566108688712, "loss_mask": 0.2677182964980602, "loss_maskiou": 0.006299139804468723, "loss_sem_seg": 0.2781490087509155, "lr": 0.01, "mask_rcnn/accuracy": 0.884387561842919, "mask_rcnn/false_negative": 0.09067729376150002, "mask_rcnn/false_positive": 0.1449707137428637, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.0, "time": 0.7777349762618542, "total_loss": 1.634033617359819} {"data_time": 0.016634898260235786, "eta_seconds": 104259.17746226303, "iteration": 136039, "loss_fcos_cls": 0.2685514623299241, "loss_fcos_ctr": 0.6239545131102204, "loss_fcos_loc": 0.20609017624519765, "loss_mask": 0.26415458926931024, "loss_maskiou": 0.005802409345051274, "loss_sem_seg": 0.32135853730142117, "lr": 0.01, "mask_rcnn/accuracy": 0.8890959062196307, "mask_rcnn/false_negative": 0.09314571718134994, "mask_rcnn/false_positive": 0.14069927463944926, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.5, "time": 0.7840895988047123, "total_loss": 1.678449118707249} {"data_time": 0.016791628673672676, "eta_seconds": 104234.38766830042, "iteration": 136059, "loss_fcos_cls": 0.2641856411937624, "loss_fcos_ctr": 0.622018825262785, "loss_fcos_loc": 0.20426364510785788, "loss_mask": 0.287659018766135, "loss_maskiou": 0.005974526371574029, "loss_sem_seg": 0.32245903508737683, "lr": 0.01, "mask_rcnn/accuracy": 0.884239332096475, "mask_rcnn/false_negative": 0.11130681440184638, "mask_rcnn/false_positive": 0.12503795410742752, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.25, "time": 0.7790292119607329, "total_loss": 1.7164599085808732} {"data_time": 0.017272203229367733, "eta_seconds": 104199.1702395957, "iteration": 136079, "loss_fcos_cls": 0.25964736356399953, "loss_fcos_ctr": 0.6210943618789315, "loss_fcos_loc": 0.1940375529229641, "loss_mask": 0.27148061338812113, "loss_maskiou": 0.006043259316356853, "loss_sem_seg": 0.2660623174160719, "lr": 0.01, "mask_rcnn/accuracy": 0.8820796149251634, "mask_rcnn/false_negative": 0.09258549301705862, "mask_rcnn/false_positive": 0.15210259187062308, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.0, "time": 0.7900747898966074, "total_loss": 1.6490517866259324} {"data_time": 0.0158759793266654, "eta_seconds": 104219.56714531034, "iteration": 136099, "loss_fcos_cls": 0.2639450248098001, "loss_fcos_ctr": 0.62063720356673, "loss_fcos_loc": 0.19513820053543895, "loss_mask": 0.26605299673974514, "loss_maskiou": 0.0060282416743575595, "loss_sem_seg": 0.2689792034216225, "lr": 0.01, "mask_rcnn/accuracy": 0.8903291888602949, "mask_rcnn/false_negative": 0.08342165745943325, "mask_rcnn/false_positive": 0.12541200148024523, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7875261195003986, "total_loss": 1.6567013413296081} {"data_time": 0.016828259453177452, "eta_seconds": 104196.91505606286, "iteration": 136119, "loss_fcos_cls": 0.27151150559075177, "loss_fcos_ctr": 0.6222703522071242, "loss_fcos_loc": 0.20707587513606995, "loss_mask": 0.2693940633907914, "loss_maskiou": 0.005785797649878077, "loss_sem_seg": 0.2726698941551149, "lr": 0.01, "mask_rcnn/accuracy": 0.8869695790063369, "mask_rcnn/false_negative": 0.08969282885830801, "mask_rcnn/false_positive": 0.11651938680995855, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.0, "time": 0.7877951869741082, "total_loss": 1.6544049164949683} {"data_time": 0.016389090567827225, "eta_seconds": 104181.34945451282, "iteration": 136139, "loss_fcos_cls": 0.25963644590228796, "loss_fcos_ctr": 0.6199126411229372, "loss_fcos_loc": 0.2002701429883018, "loss_mask": 0.2726863110437989, "loss_maskiou": 0.005236995886662044, "loss_sem_seg": 0.2903171149082482, "lr": 0.01, "mask_rcnn/accuracy": 0.8936822888341873, "mask_rcnn/false_negative": 0.08854518281059552, "mask_rcnn/false_positive": 0.12170597743729804, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.5, "time": 0.7841060748323798, "total_loss": 1.6396355506731197} {"data_time": 0.014831854961812496, "eta_seconds": 104165.78385296278, "iteration": 136159, "loss_fcos_cls": 0.26282569335307926, "loss_fcos_ctr": 0.6223429469391704, "loss_fcos_loc": 0.20621126680634916, "loss_mask": 0.283617508597672, "loss_maskiou": 0.007114615560567472, "loss_sem_seg": 0.26744277961552143, "lr": 0.01, "mask_rcnn/accuracy": 0.8839771622934888, "mask_rcnn/false_negative": 0.08334162502932266, "mask_rcnn/false_positive": 0.1286478997779505, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 37.25, "time": 0.7701966585591435, "total_loss": 1.6291295968403574} {"data_time": 0.015496417880058289, "eta_seconds": 104180.14029401913, "iteration": 136179, "loss_fcos_cls": 0.27300393651239574, "loss_fcos_ctr": 0.6229993309825659, "loss_fcos_loc": 0.2000641698250547, "loss_mask": 0.272535334341228, "loss_maskiou": 0.006413047296518926, "loss_sem_seg": 0.2944991607218981, "lr": 0.01, "mask_rcnn/accuracy": 0.8798476245336844, "mask_rcnn/false_negative": 0.07637226354285777, "mask_rcnn/false_positive": 0.1591344954413776, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.777818264439702, "total_loss": 1.706148201097676} {"data_time": 0.015874356031417847, "eta_seconds": 104164.57022051886, "iteration": 136199, "loss_fcos_cls": 0.27330905571579933, "loss_fcos_ctr": 0.6193016208708286, "loss_fcos_loc": 0.19723067013546824, "loss_mask": 0.2765671657398343, "loss_maskiou": 0.006332102362648584, "loss_sem_seg": 0.2543077787850052, "lr": 0.01, "mask_rcnn/accuracy": 0.8757029021285934, "mask_rcnn/false_negative": 0.08450295929687374, "mask_rcnn/false_positive": 0.16537971098925103, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.7794821998104453, "total_loss": 1.6396249261961202} {"data_time": 0.016692492179572582, "eta_seconds": 104096.48034787364, "iteration": 136219, "loss_fcos_cls": 0.26865820470266044, "loss_fcos_ctr": 0.6218332978896797, "loss_fcos_loc": 0.2097222493030131, "loss_mask": 0.27698127971962094, "loss_maskiou": 0.005948833575530443, "loss_sem_seg": 0.3228926775045693, "lr": 0.01, "mask_rcnn/accuracy": 0.8700989610587825, "mask_rcnn/false_negative": 0.10522185511806897, "mask_rcnn/false_positive": 0.15320688037988917, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.5, "time": 0.7583707487210631, "total_loss": 1.7085333547584014} {"data_time": 0.01679356675595045, "eta_seconds": 104103.5214467626, "iteration": 136239, "loss_fcos_cls": 0.26558101060800254, "loss_fcos_ctr": 0.6237812768667936, "loss_fcos_loc": 0.2055967366322875, "loss_mask": 0.27345203049480915, "loss_maskiou": 0.005532721283088904, "loss_sem_seg": 0.27363774995319545, "lr": 0.01, "mask_rcnn/accuracy": 0.8908217514722616, "mask_rcnn/false_negative": 0.08549386269517698, "mask_rcnn/false_positive": 0.12941942532269618, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7874067425727844, "total_loss": 1.6625120526587125} {"data_time": 0.016546611674129963, "eta_seconds": 104048.87016850524, "iteration": 136259, "loss_fcos_cls": 0.2623735676170327, "loss_fcos_ctr": 0.6218964774161577, "loss_fcos_loc": 0.1999705417547375, "loss_mask": 0.2689043032005429, "loss_maskiou": 0.005741635661252076, "loss_sem_seg": 0.30294645321555436, "lr": 0.01, "mask_rcnn/accuracy": 0.8848248758963044, "mask_rcnn/false_negative": 0.10276244428551257, "mask_rcnn/false_positive": 0.11812051963061103, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.25, "time": 0.7691703289747238, "total_loss": 1.6892297509439231} {"data_time": 0.01525211427360773, "eta_seconds": 104049.79368219711, "iteration": 136279, "loss_fcos_cls": 0.26810724660754204, "loss_fcos_ctr": 0.617939867079258, "loss_fcos_loc": 0.1967968363314867, "loss_mask": 0.267349261790514, "loss_maskiou": 0.005755941805546172, "loss_sem_seg": 0.2961213591042906, "lr": 0.01, "mask_rcnn/accuracy": 0.8944640676783534, "mask_rcnn/false_negative": 0.09223770907225087, "mask_rcnn/false_positive": 0.14445568394269892, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 38.5, "time": 0.773907114751637, "total_loss": 1.6808397911809152} {"data_time": 0.01594539452344179, "eta_seconds": 104012.13734968565, "iteration": 136299, "loss_fcos_cls": 0.26501453178934753, "loss_fcos_ctr": 0.6236752578988671, "loss_fcos_loc": 0.2023832515696995, "loss_mask": 0.2664174409583211, "loss_maskiou": 0.005436978033685591, "loss_sem_seg": 0.2820768610108644, "lr": 0.01, "mask_rcnn/accuracy": 0.8962865506022499, "mask_rcnn/false_negative": 0.08444627659762911, "mask_rcnn/false_positive": 0.13287503201272843, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.7703097919002175, "total_loss": 1.6282853270313353} {"data_time": 0.016370628960430622, "eta_seconds": 103996.57843279652, "iteration": 136319, "loss_fcos_cls": 0.2677389597520232, "loss_fcos_ctr": 0.6228215545415878, "loss_fcos_loc": 0.20549717196263373, "loss_mask": 0.26858476316556334, "loss_maskiou": 0.005994076855131425, "loss_sem_seg": 0.2994695268571377, "lr": 0.01, "mask_rcnn/accuracy": 0.8868660951222593, "mask_rcnn/false_negative": 0.08811685382675483, "mask_rcnn/false_positive": 0.16428672691608331, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.25, "time": 0.7906062165275216, "total_loss": 1.6778567171350005} {"data_time": 0.015534961596131325, "eta_seconds": 103981.01951590739, "iteration": 136339, "loss_fcos_cls": 0.2600823992397636, "loss_fcos_ctr": 0.6221032892353833, "loss_fcos_loc": 0.1988670612918213, "loss_mask": 0.2664044601842761, "loss_maskiou": 0.00531566273093631, "loss_sem_seg": 0.2763634971342981, "lr": 0.01, "mask_rcnn/accuracy": 0.8967931187305431, "mask_rcnn/false_negative": 0.11270126773851841, "mask_rcnn/false_positive": 0.10761707580652093, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.0, "time": 0.7776583721861243, "total_loss": 1.6285716535930987} {"data_time": 0.016101105138659477, "eta_seconds": 103987.5447946284, "iteration": 136359, "loss_fcos_cls": 0.2623755522072315, "loss_fcos_ctr": 0.6238570734858513, "loss_fcos_loc": 0.19549280987121165, "loss_mask": 0.27008933387696743, "loss_maskiou": 0.005868518383067567, "loss_sem_seg": 0.281884174561128, "lr": 0.01, "mask_rcnn/accuracy": 0.8664986262296555, "mask_rcnn/false_negative": 0.10315056671761154, "mask_rcnn/false_positive": 0.1538628152764333, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.795401724986732, "total_loss": 1.652259130609309} {"data_time": 0.015892943367362022, "eta_seconds": 104001.63390507549, "iteration": 136379, "loss_fcos_cls": 0.26538277231156826, "loss_fcos_ctr": 0.620652886107564, "loss_fcos_loc": 0.20044599659740925, "loss_mask": 0.28242149855941534, "loss_maskiou": 0.005811855917272624, "loss_sem_seg": 0.30603197356685996, "lr": 0.01, "mask_rcnn/accuracy": 0.8754565022873261, "mask_rcnn/false_negative": 0.09430189467356917, "mask_rcnn/false_positive": 0.13482731415584107, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7780441343784332, "total_loss": 1.657279258230119} {"data_time": 0.01776355504989624, "eta_seconds": 104037.3228891138, "iteration": 136399, "loss_fcos_cls": 0.26767935673706234, "loss_fcos_ctr": 0.6241826107725501, "loss_fcos_loc": 0.20802952721714973, "loss_mask": 0.27150403801351786, "loss_maskiou": 0.005995041050482541, "loss_sem_seg": 0.2939013559371233, "lr": 0.01, "mask_rcnn/accuracy": 0.8708695003975616, "mask_rcnn/false_negative": 0.10413635830793042, "mask_rcnn/false_positive": 0.14253825763298067, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.0, "time": 0.7951383218169212, "total_loss": 1.6853465891763335} {"data_time": 0.015500308945775032, "eta_seconds": 104029.01218330488, "iteration": 136419, "loss_fcos_cls": 0.262798756477423, "loss_fcos_ctr": 0.6200471116462722, "loss_fcos_loc": 0.20575180125888437, "loss_mask": 0.2809234308078885, "loss_maskiou": 0.0059048150142189115, "loss_sem_seg": 0.29007075168192387, "lr": 0.01, "mask_rcnn/accuracy": 0.8729213907785336, "mask_rcnn/false_negative": 0.10720901203112673, "mask_rcnn/false_positive": 0.13218008939665027, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.7926949048414826, "total_loss": 1.6660173298005247} {"data_time": 0.01582719199359417, "eta_seconds": 104013.43676282093, "iteration": 136439, "loss_fcos_cls": 0.2595521432813257, "loss_fcos_ctr": 0.6210124902427197, "loss_fcos_loc": 0.20300794253125787, "loss_mask": 0.27703063236549497, "loss_maskiou": 0.006115839118137956, "loss_sem_seg": 0.30583566054701805, "lr": 0.01, "mask_rcnn/accuracy": 0.8786919040959758, "mask_rcnn/false_negative": 0.08434046806464043, "mask_rcnn/false_positive": 0.1360931061981804, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.25, "time": 0.7724474761635065, "total_loss": 1.695271758528179} {"data_time": 0.016953549347817898, "eta_seconds": 104090.56841799524, "iteration": 136459, "loss_fcos_cls": 0.2601433848030865, "loss_fcos_ctr": 0.621430030092597, "loss_fcos_loc": 0.1985101387836039, "loss_mask": 0.2820271961390972, "loss_maskiou": 0.006356707192026079, "loss_sem_seg": 0.29348308965563774, "lr": 0.01, "mask_rcnn/accuracy": 0.8721481855729305, "mask_rcnn/false_negative": 0.09670493919257173, "mask_rcnn/false_positive": 0.1524321696706324, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7899249671027064, "total_loss": 1.667417004442541} {"data_time": 0.01608723495155573, "eta_seconds": 104074.97911307495, "iteration": 136479, "loss_fcos_cls": 0.26582746393978596, "loss_fcos_ctr": 0.6202868260443211, "loss_fcos_loc": 0.1985005708411336, "loss_mask": 0.28971504606306553, "loss_maskiou": 0.005847422668011859, "loss_sem_seg": 0.28537935274653137, "lr": 0.01, "mask_rcnn/accuracy": 0.8725072360675039, "mask_rcnn/false_negative": 0.10414355403534756, "mask_rcnn/false_positive": 0.15411822484538457, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7581307301297784, "total_loss": 1.6532340406374715} {"data_time": 0.018270904198288918, "eta_seconds": 103987.75676013343, "iteration": 136499, "loss_fcos_cls": 0.2727277922676876, "loss_fcos_ctr": 0.6225777096115053, "loss_fcos_loc": 0.21177588572027162, "loss_mask": 0.2799048889428377, "loss_maskiou": 0.0063208185019902885, "loss_sem_seg": 0.28359192702919245, "lr": 0.01, "mask_rcnn/accuracy": 0.8943074132806276, "mask_rcnn/false_negative": 0.09456635541214622, "mask_rcnn/false_positive": 0.13926247678451095, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7757868133485317, "total_loss": 1.6829240815714002} {"data_time": 0.015520988963544369, "eta_seconds": 103891.95832296554, "iteration": 136519, "loss_fcos_cls": 0.2567296614870429, "loss_fcos_ctr": 0.6213707770220935, "loss_fcos_loc": 0.20617576461518183, "loss_mask": 0.28895203769207, "loss_maskiou": 0.005738026840845123, "loss_sem_seg": 0.2841289311181754, "lr": 0.01, "mask_rcnn/accuracy": 0.8598885239027119, "mask_rcnn/false_negative": 0.10687769861811205, "mask_rcnn/false_positive": 0.16896006333717373, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7669365238398314, "total_loss": 1.6742325116574648} {"data_time": 0.015544405207037926, "eta_seconds": 103956.59961321764, "iteration": 136539, "loss_fcos_cls": 0.26900258753448725, "loss_fcos_ctr": 0.6222917772829533, "loss_fcos_loc": 0.2040247074328363, "loss_mask": 0.27981474017724395, "loss_maskiou": 0.005505519628059119, "loss_sem_seg": 0.26956062112003565, "lr": 0.01, "mask_rcnn/accuracy": 0.8843166045813622, "mask_rcnn/false_negative": 0.10860838958632213, "mask_rcnn/false_positive": 0.14535538881487103, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7834528340026736, "total_loss": 1.6616853183950298} {"data_time": 0.01658596284687519, "eta_seconds": 104012.6218933938, "iteration": 136559, "loss_fcos_cls": 0.2666121416259557, "loss_fcos_ctr": 0.6222658045589924, "loss_fcos_loc": 0.20027558389119804, "loss_mask": 0.26564987748861313, "loss_maskiou": 0.005875756512978114, "loss_sem_seg": 0.2873903487343341, "lr": 0.01, "mask_rcnn/accuracy": 0.874380071735193, "mask_rcnn/false_negative": 0.10460353628609156, "mask_rcnn/false_positive": 0.15194336123898586, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.788243705406785, "total_loss": 1.6543823647443787} {"data_time": 0.018169604241847992, "eta_seconds": 103904.4088194333, "iteration": 136579, "loss_fcos_cls": 0.26024367450736463, "loss_fcos_ctr": 0.6223670551553369, "loss_fcos_loc": 0.20900121377781034, "loss_mask": 0.2811282938346267, "loss_maskiou": 0.006086012341256719, "loss_sem_seg": 0.3065562299452722, "lr": 0.01, "mask_rcnn/accuracy": 0.8772220197602851, "mask_rcnn/false_negative": 0.07969026284173775, "mask_rcnn/false_positive": 0.17610201425133218, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.0, "time": 0.7814630540087819, "total_loss": 1.6710431807150599} {"data_time": 0.016544091515243053, "eta_seconds": 103826.15787065215, "iteration": 136599, "loss_fcos_cls": 0.25631294632330537, "loss_fcos_ctr": 0.6214933795854449, "loss_fcos_loc": 0.19896148680709302, "loss_mask": 0.27303468994796276, "loss_maskiou": 0.006433583112084307, "loss_sem_seg": 0.26232123165391386, "lr": 0.01, "mask_rcnn/accuracy": 0.8767906200941915, "mask_rcnn/false_negative": 0.104480978885258, "mask_rcnn/false_positive": 0.14402064236656378, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.748320123180747, "total_loss": 1.6303351356909843} {"data_time": 0.015655826777219772, "eta_seconds": 103894.28531938605, "iteration": 136619, "loss_fcos_cls": 0.2618044833652675, "loss_fcos_ctr": 0.6178546063601971, "loss_fcos_loc": 0.19021454034373164, "loss_mask": 0.26408916246145964, "loss_maskiou": 0.005140321984072216, "loss_sem_seg": 0.2715267580933869, "lr": 0.01, "mask_rcnn/accuracy": 0.8645845191524886, "mask_rcnn/false_negative": 0.1179777677093925, "mask_rcnn/false_positive": 0.12025652142460624, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7982292855158448, "total_loss": 1.6143436727288645} {"data_time": 0.01574558112770319, "eta_seconds": 103924.67456780281, "iteration": 136639, "loss_fcos_cls": 0.2732698649633676, "loss_fcos_ctr": 0.6217008698731661, "loss_fcos_loc": 0.20298336335690692, "loss_mask": 0.2642873711884022, "loss_maskiou": 0.006071711701224558, "loss_sem_seg": 0.28215446462854743, "lr": 0.01, "mask_rcnn/accuracy": 0.8867287561576355, "mask_rcnn/false_negative": 0.08590954777505455, "mask_rcnn/false_positive": 0.13791317618836998, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.25, "time": 0.7812806023284793, "total_loss": 1.66284894720593} {"data_time": 0.016878130845725536, "eta_seconds": 104057.51071631815, "iteration": 136659, "loss_fcos_cls": 0.2733818874694407, "loss_fcos_ctr": 0.6235004309564829, "loss_fcos_loc": 0.20425927848555148, "loss_mask": 0.27874103654175997, "loss_maskiou": 0.00625460542505607, "loss_sem_seg": 0.30661995708942413, "lr": 0.01, "mask_rcnn/accuracy": 0.8921067452955208, "mask_rcnn/false_negative": 0.1122241974620936, "mask_rcnn/false_positive": 0.10027044784169, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.0, "time": 0.7835458964109421, "total_loss": 1.6801463526571752} {"data_time": 0.017741262912750244, "eta_seconds": 104041.90298715513, "iteration": 136679, "loss_fcos_cls": 0.26494062528945506, "loss_fcos_ctr": 0.6248362716287374, "loss_fcos_loc": 0.21632151235826313, "loss_mask": 0.274349108338356, "loss_maskiou": 0.0067602896961034276, "loss_sem_seg": 0.26292279176414013, "lr": 0.01, "mask_rcnn/accuracy": 0.8660557942837329, "mask_rcnn/false_negative": 0.10714855762868153, "mask_rcnn/false_positive": 0.1587877070698619, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.75, "time": 0.7634134739637375, "total_loss": 1.6708894112962298} {"data_time": 0.01562781911343336, "eta_seconds": 103968.65801169537, "iteration": 136699, "loss_fcos_cls": 0.2523301150649786, "loss_fcos_ctr": 0.6175443259999156, "loss_fcos_loc": 0.18770060339011252, "loss_mask": 0.2738708578981459, "loss_maskiou": 0.0057079799444181845, "loss_sem_seg": 0.3254340325947851, "lr": 0.01, "mask_rcnn/accuracy": 0.8739218161132049, "mask_rcnn/false_negative": 0.11399125851476574, "mask_rcnn/false_positive": 0.11219479795989298, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.0, "time": 0.7522532446309924, "total_loss": 1.6805045299843187} {"data_time": 0.01687408983707428, "eta_seconds": 103912.98011290468, "iteration": 136719, "loss_fcos_cls": 0.25945941102690995, "loss_fcos_ctr": 0.6227206168696284, "loss_fcos_loc": 0.20258018490858376, "loss_mask": 0.2856528889387846, "loss_maskiou": 0.006207181257195771, "loss_sem_seg": 0.29875012720003724, "lr": 0.01, "mask_rcnn/accuracy": 0.8737743217242877, "mask_rcnn/false_negative": 0.09512924836809322, "mask_rcnn/false_positive": 0.19523899074643536, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.25, "time": 0.7875367403030396, "total_loss": 1.6835838471597526} {"data_time": 0.01639524381607771, "eta_seconds": 103958.75893503986, "iteration": 136739, "loss_fcos_cls": 0.27270609117113054, "loss_fcos_ctr": 0.6205490035936236, "loss_fcos_loc": 0.20345028396695852, "loss_mask": 0.27899620961397886, "loss_maskiou": 0.005920493695157347, "loss_sem_seg": 0.3051544991321862, "lr": 0.01, "mask_rcnn/accuracy": 0.8866701982486713, "mask_rcnn/false_negative": 0.09590150738092892, "mask_rcnn/false_positive": 0.11806132765579525, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7808388583362103, "total_loss": 1.7233160665273317} {"data_time": 0.016502907499670982, "eta_seconds": 103962.47963417601, "iteration": 136759, "loss_fcos_cls": 0.26671435416210443, "loss_fcos_ctr": 0.6239349097013474, "loss_fcos_loc": 0.2061036443337798, "loss_mask": 0.2727408390492201, "loss_maskiou": 0.005338806688087061, "loss_sem_seg": 0.3131630555726588, "lr": 0.01, "mask_rcnn/accuracy": 0.875288508260447, "mask_rcnn/false_negative": 0.10768576652766189, "mask_rcnn/false_positive": 0.14954178116461275, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.0, "time": 0.7936137784272432, "total_loss": 1.6782183736504521} {"data_time": 0.01526712067425251, "eta_seconds": 103866.20091101713, "iteration": 136779, "loss_fcos_cls": 0.2564782900735736, "loss_fcos_ctr": 0.6177663924172521, "loss_fcos_loc": 0.19568406720645726, "loss_mask": 0.26964191161096096, "loss_maskiou": 0.005894566129427403, "loss_sem_seg": 0.273047290276736, "lr": 0.01, "mask_rcnn/accuracy": 0.8786104290514345, "mask_rcnn/false_negative": 0.08931464849622262, "mask_rcnn/false_positive": 0.13490136974514108, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.767333023250103, "total_loss": 1.5895443979025004} {"data_time": 0.015886712819337845, "eta_seconds": 103921.35594592523, "iteration": 136799, "loss_fcos_cls": 0.2702456312254071, "loss_fcos_ctr": 0.6217098874039948, "loss_fcos_loc": 0.1948827828746289, "loss_mask": 0.2694938676431775, "loss_maskiou": 0.005551957132411189, "loss_sem_seg": 0.30102725187316537, "lr": 0.01, "mask_rcnn/accuracy": 0.877502092106684, "mask_rcnn/false_negative": 0.10496446712447913, "mask_rcnn/false_positive": 0.1526722117900314, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.0, "time": 0.7872300930321217, "total_loss": 1.685245657536143} {"data_time": 0.014342023059725761, "eta_seconds": 103875.06352282129, "iteration": 136819, "loss_fcos_cls": 0.2596306890482083, "loss_fcos_ctr": 0.6220532199367881, "loss_fcos_loc": 0.20759788993746042, "loss_mask": 0.2831559544429183, "loss_maskiou": 0.006226039258763194, "loss_sem_seg": 0.2917977860197425, "lr": 0.01, "mask_rcnn/accuracy": 0.8825352618111465, "mask_rcnn/false_negative": 0.09369343548638799, "mask_rcnn/false_positive": 0.13660758654733118, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7739385794848204, "total_loss": 1.6738105319673195} {"data_time": 0.015690313652157784, "eta_seconds": 103793.86998041533, "iteration": 136839, "loss_fcos_cls": 0.2816362821031362, "loss_fcos_ctr": 0.6196054108440876, "loss_fcos_loc": 0.19876811327412724, "loss_mask": 0.27308667451143265, "loss_maskiou": 0.006142574522527866, "loss_sem_seg": 0.29447727417573333, "lr": 0.01, "mask_rcnn/accuracy": 0.8763151856466778, "mask_rcnn/false_negative": 0.10154658586145524, "mask_rcnn/false_positive": 0.1469418609586311, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7867091046646237, "total_loss": 1.6739773221925134} {"data_time": 0.015362413600087166, "eta_seconds": 103693.97826563194, "iteration": 136859, "loss_fcos_cls": 0.26062493911013007, "loss_fcos_ctr": 0.6201924146153033, "loss_fcos_loc": 0.20069940260145813, "loss_mask": 0.26357934437692165, "loss_maskiou": 0.0055941781611181796, "loss_sem_seg": 0.2987374342046678, "lr": 0.01, "mask_rcnn/accuracy": 0.8782034781837894, "mask_rcnn/false_negative": 0.09428086147166988, "mask_rcnn/false_positive": 0.15917780786794306, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 26.5, "time": 0.7780730556696653, "total_loss": 1.643149296680349} {"data_time": 0.015442168340086937, "eta_seconds": 103746.58037919458, "iteration": 136879, "loss_fcos_cls": 0.2576752759050578, "loss_fcos_ctr": 0.6233631847426295, "loss_fcos_loc": 0.21381214051507413, "loss_mask": 0.2956065386533737, "loss_maskiou": 0.006168942520162091, "loss_sem_seg": 0.31957187689840794, "lr": 0.01, "mask_rcnn/accuracy": 0.8779239733480806, "mask_rcnn/false_negative": 0.11236726469808586, "mask_rcnn/false_positive": 0.12543843719857178, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7730639232322574, "total_loss": 1.7016535018083232} {"data_time": 0.015164925716817379, "eta_seconds": 103683.43645314686, "iteration": 136899, "loss_fcos_cls": 0.2731093044858426, "loss_fcos_ctr": 0.6215431522578001, "loss_fcos_loc": 0.2036245868075639, "loss_mask": 0.2751809461042285, "loss_maskiou": 0.005499030077771749, "loss_sem_seg": 0.2971443710848689, "lr": 0.01, "mask_rcnn/accuracy": 0.8908474950130428, "mask_rcnn/false_negative": 0.08678828406719435, "mask_rcnn/false_positive": 0.13627413784882952, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 33.0, "time": 0.7718794969841838, "total_loss": 1.6752792346087517} {"data_time": 0.01649521291255951, "eta_seconds": 103583.54098411463, "iteration": 136919, "loss_fcos_cls": 0.2625973494723439, "loss_fcos_ctr": 0.6189344171434641, "loss_fcos_loc": 0.19702244107611477, "loss_mask": 0.2919520093128085, "loss_maskiou": 0.006471228436566889, "loss_sem_seg": 0.2629550907295197, "lr": 0.01, "mask_rcnn/accuracy": 0.8764668367346939, "mask_rcnn/false_negative": 0.10125639787140864, "mask_rcnn/false_positive": 0.14121422722808163, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7682805024087429, "total_loss": 1.6304522818536498} {"data_time": 0.01513609103858471, "eta_seconds": 103597.01912185457, "iteration": 136939, "loss_fcos_cls": 0.268046610057354, "loss_fcos_ctr": 0.6206073714420199, "loss_fcos_loc": 0.19907782273367047, "loss_mask": 0.26470457669347525, "loss_maskiou": 0.005779253566288389, "loss_sem_seg": 0.2638764097355306, "lr": 0.01, "mask_rcnn/accuracy": 0.8873123465930697, "mask_rcnn/false_negative": 0.09129752569421437, "mask_rcnn/false_positive": 0.13266847272905335, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.75, "time": 0.786062247119844, "total_loss": 1.621583390464366} {"data_time": 0.017808791249990463, "eta_seconds": 103581.44776448887, "iteration": 136959, "loss_fcos_cls": 0.2683570252265781, "loss_fcos_ctr": 0.6195538444444537, "loss_fcos_loc": 0.19769461604300886, "loss_mask": 0.27167384419590235, "loss_maskiou": 0.0057157715782523155, "loss_sem_seg": 0.27699854667298496, "lr": 0.01, "mask_rcnn/accuracy": 0.8768818863981763, "mask_rcnn/false_negative": 0.08888988418746036, "mask_rcnn/false_positive": 0.12741725591873496, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7732128985226154, "total_loss": 1.6552557107097527} {"data_time": 0.015921217389404774, "eta_seconds": 103520.60977493599, "iteration": 136979, "loss_fcos_cls": 0.2765427039703354, "loss_fcos_ctr": 0.620268804486841, "loss_fcos_loc": 0.19939063345373143, "loss_mask": 0.269829030148685, "loss_maskiou": 0.0064164008654188365, "loss_sem_seg": 0.2989349295385182, "lr": 0.01, "mask_rcnn/accuracy": 0.8981505102040817, "mask_rcnn/false_negative": 0.08253215822823246, "mask_rcnn/false_positive": 0.11328007584840094, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7667131926864386, "total_loss": 1.6601752576243598} {"data_time": 0.017490430735051632, "eta_seconds": 103577.32498927042, "iteration": 136999, "loss_fcos_cls": 0.27717883969307877, "loss_fcos_ctr": 0.6233846377581358, "loss_fcos_loc": 0.21123047079890966, "loss_mask": 0.2676179427653551, "loss_maskiou": 0.005484233261086047, "loss_sem_seg": 0.29173439741134644, "lr": 0.01, "mask_rcnn/accuracy": 0.8851245267655331, "mask_rcnn/false_negative": 0.07576476120201647, "mask_rcnn/false_positive": 0.17404517488676685, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.790182244963944, "total_loss": 1.6596183267101878} {"data_time": 0.0153231555595994, "eta_seconds": 103724.80527000222, "iteration": 137019, "loss_fcos_cls": 0.27495671552605927, "loss_fcos_ctr": 0.6234615603461862, "loss_fcos_loc": 0.21316745458170772, "loss_mask": 0.27383221592754126, "loss_maskiou": 0.00581101266288897, "loss_sem_seg": 0.28687284560874104, "lr": 0.01, "mask_rcnn/accuracy": 0.9054221556347406, "mask_rcnn/false_negative": 0.0986118282325897, "mask_rcnn/false_positive": 0.13199420659204025, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.5, "time": 0.7893204428255558, "total_loss": 1.683248717279639} {"data_time": 0.01827885117381811, "eta_seconds": 103553.18612214737, "iteration": 137039, "loss_fcos_cls": 0.27291166922077537, "loss_fcos_ctr": 0.6229162912350148, "loss_fcos_loc": 0.20471016597002745, "loss_mask": 0.27782936999574304, "loss_maskiou": 0.006424777770007495, "loss_sem_seg": 0.33404001872986555, "lr": 0.01, "mask_rcnn/accuracy": 0.8636394361892222, "mask_rcnn/false_negative": 0.1055923395031087, "mask_rcnn/false_positive": 0.15234059772913877, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7773753758519888, "total_loss": 1.7036525749063003} {"data_time": 0.015964136458933353, "eta_seconds": 103537.60964692198, "iteration": 137059, "loss_fcos_cls": 0.25209477404132485, "loss_fcos_ctr": 0.6226217923685908, "loss_fcos_loc": 0.19694584445096552, "loss_mask": 0.2622672407887876, "loss_maskiou": 0.005356137698981911, "loss_sem_seg": 0.3097959221340716, "lr": 0.01, "mask_rcnn/accuracy": 0.8746944405431845, "mask_rcnn/false_negative": 0.10200831354135612, "mask_rcnn/false_positive": 0.14135822773979245, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7762499256059527, "total_loss": 1.6609944819501834} {"data_time": 0.016542398370802402, "eta_seconds": 103535.01316865813, "iteration": 137079, "loss_fcos_cls": 0.2734159668907523, "loss_fcos_ctr": 0.6184085020795465, "loss_fcos_loc": 0.20390852936543524, "loss_mask": 0.2867506016045809, "loss_maskiou": 0.007073177912388928, "loss_sem_seg": 0.33341590757481754, "lr": 0.01, "mask_rcnn/accuracy": 0.8607784293371028, "mask_rcnn/false_negative": 0.09586373745624965, "mask_rcnn/false_positive": 0.1506360875342075, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.75, "time": 0.8047148790210485, "total_loss": 1.7287565313308733} {"data_time": 0.01599997468292713, "eta_seconds": 103506.4566964712, "iteration": 137099, "loss_fcos_cls": 0.26459355209954083, "loss_fcos_ctr": 0.6228772317990661, "loss_fcos_loc": 0.20340124994982034, "loss_mask": 0.27953541092574596, "loss_maskiou": 0.005644304343149997, "loss_sem_seg": 0.27516666799783707, "lr": 0.01, "mask_rcnn/accuracy": 0.8853618538007537, "mask_rcnn/false_negative": 0.0851251301997552, "mask_rcnn/false_positive": 0.1357349114802603, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.5, "time": 0.7825792292132974, "total_loss": 1.6494380561725848} {"data_time": 0.016182134859263897, "eta_seconds": 103432.92967976816, "iteration": 137119, "loss_fcos_cls": 0.2459435686469078, "loss_fcos_ctr": 0.6201058756560087, "loss_fcos_loc": 0.19149377709254622, "loss_mask": 0.2675181748345494, "loss_maskiou": 0.0060285043000476435, "loss_sem_seg": 0.2800435780081898, "lr": 0.01, "mask_rcnn/accuracy": 0.8827087382572076, "mask_rcnn/false_negative": 0.10540798661034774, "mask_rcnn/false_positive": 0.1348357320662264, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.75, "time": 0.7720612213015556, "total_loss": 1.6282148026803043} {"data_time": 0.016264823265373707, "eta_seconds": 103417.36192671396, "iteration": 137139, "loss_fcos_cls": 0.2697625169530511, "loss_fcos_ctr": 0.6205317303538322, "loss_fcos_loc": 0.20357965386938304, "loss_mask": 0.2813445255160332, "loss_maskiou": 0.005699205619748682, "loss_sem_seg": 0.3256397070363164, "lr": 0.01, "mask_rcnn/accuracy": 0.8776700868817593, "mask_rcnn/false_negative": 0.10049736142007412, "mask_rcnn/false_positive": 0.1490085968582195, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.5, "time": 0.780000738799572, "total_loss": 1.7249353841762058} {"data_time": 0.017419020645320415, "eta_seconds": 103414.46597159188, "iteration": 137159, "loss_fcos_cls": 0.26673005102202296, "loss_fcos_ctr": 0.6220160285010934, "loss_fcos_loc": 0.2025450476212427, "loss_mask": 0.26362729724496603, "loss_maskiou": 0.006301166271441616, "loss_sem_seg": 0.25798929017037153, "lr": 0.01, "mask_rcnn/accuracy": 0.8825294384057971, "mask_rcnn/false_negative": 0.08083638209068, "mask_rcnn/false_positive": 0.14818395592464542, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.25, "time": 0.7766478322446346, "total_loss": 1.6319126730631979} {"data_time": 0.015563356690108776, "eta_seconds": 103386.22642060556, "iteration": 137179, "loss_fcos_cls": 0.25712499488145113, "loss_fcos_ctr": 0.6202627290040255, "loss_fcos_loc": 0.20079197827726603, "loss_mask": 0.28530152328312397, "loss_maskiou": 0.006458771327743307, "loss_sem_seg": 0.3056199913844466, "lr": 0.01, "mask_rcnn/accuracy": 0.8766158993359249, "mask_rcnn/false_negative": 0.11381438393738869, "mask_rcnn/false_positive": 0.13067284299917684, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7664247127249837, "total_loss": 1.6645233258459484} {"data_time": 0.016104111447930336, "eta_seconds": 103399.12647153251, "iteration": 137199, "loss_fcos_cls": 0.2818545284681022, "loss_fcos_ctr": 0.622924623079598, "loss_fcos_loc": 0.21013840215164237, "loss_mask": 0.29272205382585526, "loss_maskiou": 0.0068997699418105185, "loss_sem_seg": 0.28308140207082033, "lr": 0.01, "mask_rcnn/accuracy": 0.8649336154916512, "mask_rcnn/false_negative": 0.11106324606635412, "mask_rcnn/false_positive": 0.1669840009688976, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.75, "time": 0.7979465061798692, "total_loss": 1.689194164282526} {"data_time": 0.015936254523694515, "eta_seconds": 103412.99784511887, "iteration": 137219, "loss_fcos_cls": 0.2780189922777936, "loss_fcos_ctr": 0.6219496591947973, "loss_fcos_loc": 0.20806480385363102, "loss_mask": 0.273503839969635, "loss_maskiou": 0.005965613738226239, "loss_sem_seg": 0.3142603151500225, "lr": 0.01, "mask_rcnn/accuracy": 0.874983027594687, "mask_rcnn/false_negative": 0.10150649593491282, "mask_rcnn/false_positive": 0.14690111158392333, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.75, "time": 0.7695422116667032, "total_loss": 1.7374690756842028} {"data_time": 0.017819340340793133, "eta_seconds": 103367.98239084892, "iteration": 137239, "loss_fcos_cls": 0.2817744738422334, "loss_fcos_ctr": 0.6232241038233042, "loss_fcos_loc": 0.20284566085319966, "loss_mask": 0.2848501317203045, "loss_maskiou": 0.006606371040106751, "loss_sem_seg": 0.3101277435198426, "lr": 0.01, "mask_rcnn/accuracy": 0.8827617694805194, "mask_rcnn/false_negative": 0.0975380477904446, "mask_rcnn/false_positive": 0.14093468950884094, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7799683203920722, "total_loss": 1.702885467253509} {"data_time": 0.017792697995901108, "eta_seconds": 103366.11315838248, "iteration": 137259, "loss_fcos_cls": 0.27677449653856456, "loss_fcos_ctr": 0.6190267782658339, "loss_fcos_loc": 0.20731659559533, "loss_mask": 0.2791820000857115, "loss_maskiou": 0.005791083338408498, "loss_sem_seg": 0.299754707608372, "lr": 0.01, "mask_rcnn/accuracy": 0.8725356891525082, "mask_rcnn/false_negative": 0.09156763591317399, "mask_rcnn/false_positive": 0.1553329410843396, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7594288988038898, "total_loss": 1.6787565390841337} {"data_time": 0.01592002622783184, "eta_seconds": 103519.0991588682, "iteration": 137279, "loss_fcos_cls": 0.2649263385683298, "loss_fcos_ctr": 0.6209135511890054, "loss_fcos_loc": 0.20377846551127732, "loss_mask": 0.2791353678330779, "loss_maskiou": 0.007402881379675819, "loss_sem_seg": 0.26860935776494443, "lr": 0.01, "mask_rcnn/accuracy": 0.853582251082251, "mask_rcnn/false_negative": 0.11994938907396004, "mask_rcnn/false_positive": 0.15759964362018675, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.7932348428294063, "total_loss": 1.6571546312479768} {"data_time": 0.016191705130040646, "eta_seconds": 103527.61564060394, "iteration": 137299, "loss_fcos_cls": 0.25587931531481445, "loss_fcos_ctr": 0.62341283634305, "loss_fcos_loc": 0.2060972375329584, "loss_mask": 0.27423508651554585, "loss_maskiou": 0.005647873302223161, "loss_sem_seg": 0.28503861324861646, "lr": 0.01, "mask_rcnn/accuracy": 0.8761365122972266, "mask_rcnn/false_negative": 0.09271670821977183, "mask_rcnn/false_positive": 0.1220805829312735, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7691235262900591, "total_loss": 1.6858007664777688} {"data_time": 0.0180228715762496, "eta_seconds": 103395.47908006981, "iteration": 137319, "loss_fcos_cls": 0.2595363580621779, "loss_fcos_ctr": 0.6220201691612601, "loss_fcos_loc": 0.2034705737605691, "loss_mask": 0.27868388686329126, "loss_maskiou": 0.00609090318903327, "loss_sem_seg": 0.29589430056512356, "lr": 0.01, "mask_rcnn/accuracy": 0.8789665949992037, "mask_rcnn/false_negative": 0.0944275003737576, "mask_rcnn/false_positive": 0.14152149120188046, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 38.75, "time": 0.7733814213424921, "total_loss": 1.6664710528566502} {"data_time": 0.015616288408637047, "eta_seconds": 103435.08658531494, "iteration": 137339, "loss_fcos_cls": 0.2723276811884716, "loss_fcos_ctr": 0.6199876926839352, "loss_fcos_loc": 0.2061831026803702, "loss_mask": 0.2816698085516691, "loss_maskiou": 0.0064392458443762735, "loss_sem_seg": 0.28119559888727963, "lr": 0.01, "mask_rcnn/accuracy": 0.8853598648454091, "mask_rcnn/false_negative": 0.10952998271506449, "mask_rcnn/false_positive": 0.15011462579675344, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7888187700882554, "total_loss": 1.680196446206537} {"data_time": 0.015034426003694534, "eta_seconds": 103316.91517295223, "iteration": 137359, "loss_fcos_cls": 0.2697000680491328, "loss_fcos_ctr": 0.6168138757348061, "loss_fcos_loc": 0.19911637529730797, "loss_mask": 0.26702903490513563, "loss_maskiou": 0.005869725573575124, "loss_sem_seg": 0.25793721550144255, "lr": 0.01, "mask_rcnn/accuracy": 0.8916373649757818, "mask_rcnn/false_negative": 0.0807400933089234, "mask_rcnn/false_positive": 0.15681686337733503, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.775092682801187, "total_loss": 1.6666682136274176} {"data_time": 0.01572304777801037, "eta_seconds": 103348.72235721722, "iteration": 137379, "loss_fcos_cls": 0.26271779043599963, "loss_fcos_ctr": 0.6186277181841433, "loss_fcos_loc": 0.20561531698331237, "loss_mask": 0.2640445586293936, "loss_maskiou": 0.006012523983372375, "loss_sem_seg": 0.3022646881872788, "lr": 0.01, "mask_rcnn/accuracy": 0.8888571066724562, "mask_rcnn/false_negative": 0.07853128763695744, "mask_rcnn/false_positive": 0.1413632128035457, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.75, "time": 0.7774993246421218, "total_loss": 1.6586348360287957} {"data_time": 0.015389901585876942, "eta_seconds": 103245.61575170886, "iteration": 137399, "loss_fcos_cls": 0.2587158518144861, "loss_fcos_ctr": 0.6166774714365602, "loss_fcos_loc": 0.19559971569105983, "loss_mask": 0.2762778289616108, "loss_maskiou": 0.00656137917394517, "loss_sem_seg": 0.29862599540501833, "lr": 0.01, "mask_rcnn/accuracy": 0.8842749681325168, "mask_rcnn/false_negative": 0.08882483967311444, "mask_rcnn/false_positive": 0.1419929548148334, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.75, "time": 0.7588918460533023, "total_loss": 1.6500490704493131} {"data_time": 0.016198051162064075, "eta_seconds": 103199.41338395514, "iteration": 137419, "loss_fcos_cls": 0.2575978725217283, "loss_fcos_ctr": 0.6221220688894391, "loss_fcos_loc": 0.20912491320632398, "loss_mask": 0.27738878689706326, "loss_maskiou": 0.005784242763184011, "loss_sem_seg": 0.30656391754746437, "lr": 0.01, "mask_rcnn/accuracy": 0.8826226566207879, "mask_rcnn/false_negative": 0.11032962597576698, "mask_rcnn/false_positive": 0.14661906497789767, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.5, "time": 0.77876902744174, "total_loss": 1.6984355742897606} {"data_time": 0.01635784935206175, "eta_seconds": 103196.49071943294, "iteration": 137439, "loss_fcos_cls": 0.2830679228063673, "loss_fcos_ctr": 0.6200480619445443, "loss_fcos_loc": 0.2082345129456371, "loss_mask": 0.274819552898407, "loss_maskiou": 0.00555195145716425, "loss_sem_seg": 0.3219940564595163, "lr": 0.01, "mask_rcnn/accuracy": 0.8786173952339557, "mask_rcnn/false_negative": 0.11432799989054586, "mask_rcnn/false_positive": 0.13507323836703244, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.25, "time": 0.776235556229949, "total_loss": 1.6896537721113418} {"data_time": 0.015508795157074928, "eta_seconds": 103139.84902097844, "iteration": 137459, "loss_fcos_cls": 0.261699853814207, "loss_fcos_ctr": 0.6222368935123086, "loss_fcos_loc": 0.2130453425925225, "loss_mask": 0.2705668527632952, "loss_maskiou": 0.005367407371522859, "loss_sem_seg": 0.314517293125391, "lr": 0.01, "mask_rcnn/accuracy": 0.8707898803869174, "mask_rcnn/false_negative": 0.10325827467579907, "mask_rcnn/false_positive": 0.14454845421907392, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.75, "time": 0.7758236825466156, "total_loss": 1.6946812035748735} {"data_time": 0.016755223274230957, "eta_seconds": 103149.74163178913, "iteration": 137479, "loss_fcos_cls": 0.2650520069291815, "loss_fcos_ctr": 0.6206882642582059, "loss_fcos_loc": 0.20472850499209017, "loss_mask": 0.28258702997118235, "loss_maskiou": 0.006049038769560866, "loss_sem_seg": 0.28844957519322634, "lr": 0.01, "mask_rcnn/accuracy": 0.8746632990086278, "mask_rcnn/false_negative": 0.10905353824575052, "mask_rcnn/false_positive": 0.1560501877210995, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.7842842591926455, "total_loss": 1.6637525997648481} {"data_time": 0.017354444600641727, "eta_seconds": 103149.78173682746, "iteration": 137499, "loss_fcos_cls": 0.27883405261673033, "loss_fcos_ctr": 0.6215725699439645, "loss_fcos_loc": 0.20786559069529176, "loss_mask": 0.2767725810408592, "loss_maskiou": 0.00613003212492913, "loss_sem_seg": 0.29103373107500374, "lr": 0.01, "mask_rcnn/accuracy": 0.8586855877324617, "mask_rcnn/false_negative": 0.10360204600575537, "mask_rcnn/false_positive": 0.16223580140710409, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.5, "time": 0.7902643159031868, "total_loss": 1.657451231025334} {"data_time": 0.015261318534612656, "eta_seconds": 103192.28774683457, "iteration": 137519, "loss_fcos_cls": 0.25046602834481746, "loss_fcos_ctr": 0.6193864182569087, "loss_fcos_loc": 0.19231400964781642, "loss_mask": 0.27124301018193364, "loss_maskiou": 0.006240273869480006, "loss_sem_seg": 0.2807326950132847, "lr": 0.01, "mask_rcnn/accuracy": 0.9059997802948931, "mask_rcnn/false_negative": 0.07522008864544841, "mask_rcnn/false_positive": 0.11433535228081518, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.0, "time": 0.7828304674476385, "total_loss": 1.6462610671806033} {"data_time": 0.016610276885330677, "eta_seconds": 103155.66207689047, "iteration": 137539, "loss_fcos_cls": 0.2592191349249333, "loss_fcos_ctr": 0.6216957774013281, "loss_fcos_loc": 0.20169151370646432, "loss_mask": 0.2718126578256488, "loss_maskiou": 0.006128071952844039, "loss_sem_seg": 0.30440179095603526, "lr": 0.01, "mask_rcnn/accuracy": 0.8874291564451868, "mask_rcnn/false_negative": 0.07473826292451344, "mask_rcnn/false_positive": 0.13405063094835906, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.0, "time": 0.7739124018698931, "total_loss": 1.6654461663893017} {"data_time": 0.01616236101835966, "eta_seconds": 103103.07275422197, "iteration": 137559, "loss_fcos_cls": 0.26381635980214924, "loss_fcos_ctr": 0.6207419307902455, "loss_fcos_loc": 0.21192780043929815, "loss_mask": 0.27367443731054664, "loss_maskiou": 0.005667650642863009, "loss_sem_seg": 0.3178891574498266, "lr": 0.01, "mask_rcnn/accuracy": 0.8794134755550571, "mask_rcnn/false_negative": 0.08523768855303132, "mask_rcnn/false_positive": 0.19342245444138606, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 24.5, "time": 0.768365116789937, "total_loss": 1.6930377977041644} {"data_time": 0.01747133769094944, "eta_seconds": 103105.46438908484, "iteration": 137579, "loss_fcos_cls": 0.28043189249001443, "loss_fcos_ctr": 0.6247800262644887, "loss_fcos_loc": 0.21162589197047055, "loss_mask": 0.2833388289436698, "loss_maskiou": 0.005742666355217807, "loss_sem_seg": 0.2962500131689012, "lr": 0.01, "mask_rcnn/accuracy": 0.8796431302799816, "mask_rcnn/false_negative": 0.09649130771972973, "mask_rcnn/false_positive": 0.1678834785366403, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7892570132389665, "total_loss": 1.6851547453989042} {"data_time": 0.01870753802359104, "eta_seconds": 103268.95082664583, "iteration": 137599, "loss_fcos_cls": 0.25646444875746965, "loss_fcos_ctr": 0.6217086622491479, "loss_fcos_loc": 0.20051667257212102, "loss_mask": 0.2765744514763355, "loss_maskiou": 0.006083547312300652, "loss_sem_seg": 0.27925001503899693, "lr": 0.01, "mask_rcnn/accuracy": 0.8853994880780596, "mask_rcnn/false_negative": 0.08868881409721244, "mask_rcnn/false_positive": 0.1555499735495976, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7963378103449941, "total_loss": 1.6715560356824426} {"data_time": 0.016321253031492233, "eta_seconds": 103277.36473076139, "iteration": 137619, "loss_fcos_cls": 0.2709165238775313, "loss_fcos_ctr": 0.6235540192574263, "loss_fcos_loc": 0.21262326644500718, "loss_mask": 0.27880653366446495, "loss_maskiou": 0.006722852464008611, "loss_sem_seg": 0.3163406499661505, "lr": 0.01, "mask_rcnn/accuracy": 0.8730776503915519, "mask_rcnn/false_negative": 0.09837777198565271, "mask_rcnn/false_positive": 0.13969156116274647, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.7925013890489936, "total_loss": 1.7152427276741946} {"data_time": 0.015517138876020908, "eta_seconds": 103237.75198348705, "iteration": 137639, "loss_fcos_cls": 0.27322572842240334, "loss_fcos_ctr": 0.6183019988238811, "loss_fcos_loc": 0.2018205407075584, "loss_mask": 0.27459825947880745, "loss_maskiou": 0.006001122907036915, "loss_sem_seg": 0.31837388954591006, "lr": 0.01, "mask_rcnn/accuracy": 0.886594462346342, "mask_rcnn/false_negative": 0.0747667464818122, "mask_rcnn/false_positive": 0.12669877985128447, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 23.75, "time": 0.7800492942333221, "total_loss": 1.6786629703710787} {"data_time": 0.015784296207129955, "eta_seconds": 103222.15256190766, "iteration": 137659, "loss_fcos_cls": 0.27812111703678966, "loss_fcos_ctr": 0.6215864801779389, "loss_fcos_loc": 0.20930765569210052, "loss_mask": 0.27056254260241985, "loss_maskiou": 0.006118698511272669, "loss_sem_seg": 0.2995567894540727, "lr": 0.01, "mask_rcnn/accuracy": 0.8869461600429646, "mask_rcnn/false_negative": 0.08869330491229978, "mask_rcnn/false_positive": 0.14954531352285005, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.7930553937330842, "total_loss": 1.662338422931498} {"data_time": 0.017393285408616066, "eta_seconds": 103036.56480298284, "iteration": 137679, "loss_fcos_cls": 0.26562924159225076, "loss_fcos_ctr": 0.6200059466063976, "loss_fcos_loc": 0.19914021476870403, "loss_mask": 0.260258830152452, "loss_maskiou": 0.005072431900771335, "loss_sem_seg": 0.30482117598876357, "lr": 0.01, "mask_rcnn/accuracy": 0.9054664307014391, "mask_rcnn/false_negative": 0.0789729712146385, "mask_rcnn/false_positive": 0.12432533739551171, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.75, "time": 0.7552565699443221, "total_loss": 1.6519416519004153} {"data_time": 0.01666281931102276, "eta_seconds": 103154.39647163637, "iteration": 137699, "loss_fcos_cls": 0.27768839546479285, "loss_fcos_ctr": 0.6178554687649012, "loss_fcos_loc": 0.2002366476226598, "loss_mask": 0.2766892872750759, "loss_maskiou": 0.005841302016051486, "loss_sem_seg": 0.2854811670258641, "lr": 0.01, "mask_rcnn/accuracy": 0.8630549094151734, "mask_rcnn/false_negative": 0.12962316746222727, "mask_rcnn/false_positive": 0.16615826208918233, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.0, "time": 0.7770535731688142, "total_loss": 1.6852899796213023} {"data_time": 0.014925705268979073, "eta_seconds": 103199.34948330838, "iteration": 137719, "loss_fcos_cls": 0.2621778347529471, "loss_fcos_ctr": 0.6214974178001285, "loss_fcos_loc": 0.19505163130816072, "loss_mask": 0.2801542682573199, "loss_maskiou": 0.006125077823526226, "loss_sem_seg": 0.3189675447065383, "lr": 0.01, "mask_rcnn/accuracy": 0.893770782839814, "mask_rcnn/false_negative": 0.08908685574538183, "mask_rcnn/false_positive": 0.12277151260403955, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.8095431393012404, "total_loss": 1.6715303160744952} {"data_time": 0.01809053309261799, "eta_seconds": 103183.74643381778, "iteration": 137739, "loss_fcos_cls": 0.26608989702071995, "loss_fcos_ctr": 0.6205743541941047, "loss_fcos_loc": 0.19780576950870454, "loss_mask": 0.2639076402410865, "loss_maskiou": 0.005673122257576324, "loss_sem_seg": 0.2780700884759426, "lr": 0.01, "mask_rcnn/accuracy": 0.8785274943310657, "mask_rcnn/false_negative": 0.10300975329315781, "mask_rcnn/false_positive": 0.12471168326710264, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.5, "time": 0.7799854474142194, "total_loss": 1.6154860328715586} {"data_time": 0.016568301245570183, "eta_seconds": 103128.29860592075, "iteration": 137759, "loss_fcos_cls": 0.2502638155128807, "loss_fcos_ctr": 0.6208075899630785, "loss_fcos_loc": 0.18834451958537102, "loss_mask": 0.277506903745234, "loss_maskiou": 0.006424436898669228, "loss_sem_seg": 0.27935391291975975, "lr": 0.01, "mask_rcnn/accuracy": 0.8654875682667433, "mask_rcnn/false_negative": 0.10563128259645926, "mask_rcnn/false_positive": 0.1538580776830511, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.5, "time": 0.7714591808617115, "total_loss": 1.627725712940446} {"data_time": 0.014826660975813866, "eta_seconds": 103172.37431312818, "iteration": 137779, "loss_fcos_cls": 0.27197634242475033, "loss_fcos_ctr": 0.6222121748141944, "loss_fcos_loc": 0.20449735457077622, "loss_mask": 0.27681788988411427, "loss_maskiou": 0.005409087039879523, "loss_sem_seg": 0.27848324505612254, "lr": 0.01, "mask_rcnn/accuracy": 0.8916597251145356, "mask_rcnn/false_negative": 0.0972953180308069, "mask_rcnn/false_positive": 0.15369647252275687, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.75, "time": 0.7874183058738708, "total_loss": 1.666597480289056} {"data_time": 0.01578079629689455, "eta_seconds": 103156.76826351229, "iteration": 137799, "loss_fcos_cls": 0.2605505958199501, "loss_fcos_ctr": 0.6202427772805095, "loss_fcos_loc": 0.202760016778484, "loss_mask": 0.28039801120758057, "loss_maskiou": 0.0054113410624268, "loss_sem_seg": 0.317387486808002, "lr": 0.01, "mask_rcnn/accuracy": 0.8775371561668145, "mask_rcnn/false_negative": 0.11195004340243067, "mask_rcnn/false_positive": 0.14373095021573243, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.0, "time": 0.7867301376536489, "total_loss": 1.7077158678657725} {"data_time": 0.015181045979261398, "eta_seconds": 103167.49274648633, "iteration": 137819, "loss_fcos_cls": 0.2685123337432742, "loss_fcos_ctr": 0.6185824801214039, "loss_fcos_loc": 0.19537896034307778, "loss_mask": 0.2594639612361789, "loss_maskiou": 0.005985518742818385, "loss_sem_seg": 0.3153241977561265, "lr": 0.01, "mask_rcnn/accuracy": 0.8953740214900929, "mask_rcnn/false_negative": 0.06774378821042182, "mask_rcnn/false_positive": 0.1409647011742356, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.0, "time": 0.7905702795833349, "total_loss": 1.6899489762508892} {"data_time": 0.016706756316125393, "eta_seconds": 103151.88271285873, "iteration": 137839, "loss_fcos_cls": 0.271990365232341, "loss_fcos_ctr": 0.6190172713249922, "loss_fcos_loc": 0.18881941470317543, "loss_mask": 0.27143034152686596, "loss_maskiou": 0.006031618991983123, "loss_sem_seg": 0.3322552344761789, "lr": 0.01, "mask_rcnn/accuracy": 0.877637987012987, "mask_rcnn/false_negative": 0.09705387808724703, "mask_rcnn/false_positive": 0.1505896949458458, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.0, "time": 0.7884039971977472, "total_loss": 1.7243004510746687} {"data_time": 0.01674203760921955, "eta_seconds": 103121.86363182496, "iteration": 137859, "loss_fcos_cls": 0.25708203576505184, "loss_fcos_ctr": 0.6219898634590209, "loss_fcos_loc": 0.20738421427085996, "loss_mask": 0.2712210533209145, "loss_maskiou": 0.0061635250531253405, "loss_sem_seg": 0.24119535961654037, "lr": 0.01, "mask_rcnn/accuracy": 0.865229765375538, "mask_rcnn/false_negative": 0.10625197920901742, "mask_rcnn/false_positive": 0.15809320743937383, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7684502331539989, "total_loss": 1.6158234661634197} {"data_time": 0.014433875679969788, "eta_seconds": 103106.25577905681, "iteration": 137879, "loss_fcos_cls": 0.25834287685574964, "loss_fcos_ctr": 0.6225253571756184, "loss_fcos_loc": 0.20943823119159788, "loss_mask": 0.2956136614084244, "loss_maskiou": 0.006674552685581148, "loss_sem_seg": 0.30601706448942423, "lr": 0.01, "mask_rcnn/accuracy": 0.8676453037355293, "mask_rcnn/false_negative": 0.08933613566921132, "mask_rcnn/false_positive": 0.15139722093716956, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7564838798716664, "total_loss": 1.7118401290645124} {"data_time": 0.017161895520985126, "eta_seconds": 103098.98360899556, "iteration": 137899, "loss_fcos_cls": 0.2675778600387275, "loss_fcos_ctr": 0.6215523090213537, "loss_fcos_loc": 0.2007881454192102, "loss_mask": 0.27326687797904015, "loss_maskiou": 0.006023995665600523, "loss_sem_seg": 0.30676020961254835, "lr": 0.01, "mask_rcnn/accuracy": 0.8650492731339111, "mask_rcnn/false_negative": 0.11565493190745507, "mask_rcnn/false_positive": 0.1623170599020866, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.5, "time": 0.7849060529842973, "total_loss": 1.6948184589928132} {"data_time": 0.015415248461067677, "eta_seconds": 103095.88830323797, "iteration": 137919, "loss_fcos_cls": 0.2762153057847172, "loss_fcos_ctr": 0.6207235511392355, "loss_fcos_loc": 0.2071200085338205, "loss_mask": 0.2811145782470703, "loss_maskiou": 0.0057042740227188915, "loss_sem_seg": 0.29498628433793783, "lr": 0.01, "mask_rcnn/accuracy": 0.8706573157086075, "mask_rcnn/false_negative": 0.10161714874108838, "mask_rcnn/false_positive": 0.16373454443276617, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7811674056574702, "total_loss": 1.67107101471629} {"data_time": 0.016056695021688938, "eta_seconds": 103067.76537942607, "iteration": 137939, "loss_fcos_cls": 0.2645730865187943, "loss_fcos_ctr": 0.6219765972346067, "loss_fcos_loc": 0.19430686719715595, "loss_mask": 0.2789684319868684, "loss_maskiou": 0.0058086175777134486, "loss_sem_seg": 0.30891935899853706, "lr": 0.01, "mask_rcnn/accuracy": 0.8708262471655328, "mask_rcnn/false_negative": 0.10152001040460805, "mask_rcnn/false_positive": 0.15600089873238532, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7785689840093255, "total_loss": 1.7362482202297542} {"data_time": 0.015839140862226486, "eta_seconds": 103052.15626464132, "iteration": 137959, "loss_fcos_cls": 0.2617664276622236, "loss_fcos_ctr": 0.6215458353981376, "loss_fcos_loc": 0.2048999615944922, "loss_mask": 0.2895550588145852, "loss_maskiou": 0.005474238489114214, "loss_sem_seg": 0.2875490311998874, "lr": 0.01, "mask_rcnn/accuracy": 0.8761026807139429, "mask_rcnn/false_negative": 0.10348527303287096, "mask_rcnn/false_positive": 0.1530459208693048, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7690372709184885, "total_loss": 1.6799944472004427} {"data_time": 0.015741470269858837, "eta_seconds": 103036.54714985657, "iteration": 137979, "loss_fcos_cls": 0.2731502465903759, "loss_fcos_ctr": 0.6263004024513066, "loss_fcos_loc": 0.2077538389712572, "loss_mask": 0.27795795630663633, "loss_maskiou": 0.006015989572915714, "loss_sem_seg": 0.2780854618176818, "lr": 0.01, "mask_rcnn/accuracy": 0.8672444066069824, "mask_rcnn/false_negative": 0.10389033491595204, "mask_rcnn/false_positive": 0.15935336021600166, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 37.0, "time": 0.7645493615418673, "total_loss": 1.6322176959583885} {"data_time": 0.014103819616138935, "eta_seconds": 103012.60866244789, "iteration": 137999, "loss_fcos_cls": 0.2636962633114308, "loss_fcos_ctr": 0.6202885042876005, "loss_fcos_loc": 0.20068812719546258, "loss_mask": 0.27447223011404276, "loss_maskiou": 0.005427426782262046, "loss_sem_seg": 0.2921392382122576, "lr": 0.01, "mask_rcnn/accuracy": 0.87601387506222, "mask_rcnn/false_negative": 0.11603467068450626, "mask_rcnn/false_positive": 0.1446660342567313, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7959450939670205, "total_loss": 1.6845595971826697} {"data_time": 0.01888286415487528, "eta_seconds": 102989.62567367963, "iteration": 138019, "loss_fcos_cls": 0.27519764308817685, "loss_fcos_ctr": 0.6195988282561302, "loss_fcos_loc": 0.20285226742271334, "loss_mask": 0.2797770034521818, "loss_maskiou": 0.0062732595833949745, "loss_sem_seg": 0.2752565545961261, "lr": 0.01, "mask_rcnn/accuracy": 0.8805152342627192, "mask_rcnn/false_negative": 0.0860794485050331, "mask_rcnn/false_positive": 0.15271144745622003, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.8034833930432796, "total_loss": 1.6723580354228034} {"data_time": 0.016646847128868103, "eta_seconds": 102989.71980550233, "iteration": 138039, "loss_fcos_cls": 0.2604593571741134, "loss_fcos_ctr": 0.6194525267928839, "loss_fcos_loc": 0.2049619636964053, "loss_mask": 0.28028659522533417, "loss_maskiou": 0.005807605208246969, "loss_sem_seg": 0.2673596190288663, "lr": 0.01, "mask_rcnn/accuracy": 0.8784674555733311, "mask_rcnn/false_negative": 0.10112118089302104, "mask_rcnn/false_positive": 0.1446169668049604, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.5, "time": 0.7700583506375551, "total_loss": 1.670906320483482} {"data_time": 0.01531129702925682, "eta_seconds": 102953.88961850572, "iteration": 138059, "loss_fcos_cls": 0.27826685342006385, "loss_fcos_ctr": 0.622690505348146, "loss_fcos_loc": 0.2059632334858179, "loss_mask": 0.2749172984622419, "loss_maskiou": 0.006558776032761671, "loss_sem_seg": 0.2783935200423002, "lr": 0.01, "mask_rcnn/accuracy": 0.8742179108485499, "mask_rcnn/false_negative": 0.1157472727069357, "mask_rcnn/false_positive": 0.12265005062253675, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7706936243921518, "total_loss": 1.6686027978430502} {"data_time": 0.016194618307054043, "eta_seconds": 102902.1218891805, "iteration": 138079, "loss_fcos_cls": 0.27783471741713583, "loss_fcos_ctr": 0.6214911583811045, "loss_fcos_loc": 0.2011495311744511, "loss_mask": 0.27589396107941866, "loss_maskiou": 0.005425768133136444, "loss_sem_seg": 0.274476348888129, "lr": 0.01, "mask_rcnn/accuracy": 0.8843466133130823, "mask_rcnn/false_negative": 0.08697075512876473, "mask_rcnn/false_positive": 0.1397592346381306, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.77933644130826, "total_loss": 1.6829708479490364} {"data_time": 0.015405912883579731, "eta_seconds": 102863.44857491087, "iteration": 138099, "loss_fcos_cls": 0.2655804753303528, "loss_fcos_ctr": 0.6199845504015684, "loss_fcos_loc": 0.20306886755861342, "loss_mask": 0.26445994386449456, "loss_maskiou": 0.005859559620148502, "loss_sem_seg": 0.31116776913404465, "lr": 0.01, "mask_rcnn/accuracy": 0.8858757174744898, "mask_rcnn/false_negative": 0.08899132704617965, "mask_rcnn/false_positive": 0.1463187329021751, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.75, "time": 0.7839330891147256, "total_loss": 1.6846971617778763} {"data_time": 0.01620042696595192, "eta_seconds": 102891.88062795345, "iteration": 138119, "loss_fcos_cls": 0.2648487100377679, "loss_fcos_ctr": 0.6212579379789531, "loss_fcos_loc": 0.19909865432418883, "loss_mask": 0.28945289831608534, "loss_maskiou": 0.006879235312226228, "loss_sem_seg": 0.32608696119859815, "lr": 0.01, "mask_rcnn/accuracy": 0.8948207572502684, "mask_rcnn/false_negative": 0.10144030953680827, "mask_rcnn/false_positive": 0.10498050604787273, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7821821020916104, "total_loss": 1.7285421412379947} {"data_time": 0.01729724183678627, "eta_seconds": 102876.27688205708, "iteration": 138139, "loss_fcos_cls": 0.26799566723639145, "loss_fcos_ctr": 0.6217854772694409, "loss_fcos_loc": 0.19711928791366518, "loss_mask": 0.27064222656190395, "loss_maskiou": 0.005773200202384032, "loss_sem_seg": 0.2768693482503295, "lr": 0.01, "mask_rcnn/accuracy": 0.8878613945578231, "mask_rcnn/false_negative": 0.09466416970258351, "mask_rcnn/false_positive": 0.1411734596328571, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7774177985265851, "total_loss": 1.6823249526205473} {"data_time": 0.016831768676638603, "eta_seconds": 102816.65736851748, "iteration": 138159, "loss_fcos_cls": 0.28461468569003046, "loss_fcos_ctr": 0.6180791324004531, "loss_fcos_loc": 0.19351552019361407, "loss_mask": 0.27630357909947634, "loss_maskiou": 0.006103133942815475, "loss_sem_seg": 0.28342858888208866, "lr": 0.01, "mask_rcnn/accuracy": 0.8839456351102314, "mask_rcnn/false_negative": 0.09282824121118412, "mask_rcnn/false_positive": 0.1487274636289455, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.75, "time": 0.7672520168125629, "total_loss": 1.6525299235217972} {"data_time": 0.016714009456336498, "eta_seconds": 102845.06939026434, "iteration": 138179, "loss_fcos_cls": 0.26270177972037345, "loss_fcos_ctr": 0.6209128191694617, "loss_fcos_loc": 0.20305002247914672, "loss_mask": 0.28778393659740686, "loss_maskiou": 0.0063812914449954405, "loss_sem_seg": 0.3284860330168158, "lr": 0.01, "mask_rcnn/accuracy": 0.8783377516740178, "mask_rcnn/false_negative": 0.10100835856786072, "mask_rcnn/false_positive": 0.13909739492142828, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.5, "time": 0.7851632833480835, "total_loss": 1.7221629663690692} {"data_time": 0.01764566730707884, "eta_seconds": 102767.6350075882, "iteration": 138199, "loss_fcos_cls": 0.2720856189262122, "loss_fcos_ctr": 0.6216369438916445, "loss_fcos_loc": 0.19069102010689676, "loss_mask": 0.26619886327534914, "loss_maskiou": 0.005494197481311858, "loss_sem_seg": 0.3072886159643531, "lr": 0.01, "mask_rcnn/accuracy": 0.8707713150219606, "mask_rcnn/false_negative": 0.11250344520801964, "mask_rcnn/false_positive": 0.1613040176304254, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.25, "time": 0.7732587475329638, "total_loss": 1.687080765990686} {"data_time": 0.015903021208941936, "eta_seconds": 102769.86616212409, "iteration": 138219, "loss_fcos_cls": 0.2727377098053694, "loss_fcos_ctr": 0.6240246584638953, "loss_fcos_loc": 0.21306300727883354, "loss_mask": 0.2764033367857337, "loss_maskiou": 0.005656077573803486, "loss_sem_seg": 0.2867758837528527, "lr": 0.01, "mask_rcnn/accuracy": 0.8784540006478783, "mask_rcnn/false_negative": 0.1014685003894692, "mask_rcnn/false_positive": 0.15000810589996788, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7755235396325588, "total_loss": 1.6724269787519006} {"data_time": 0.014753464609384537, "eta_seconds": 102718.06218329724, "iteration": 138239, "loss_fcos_cls": 0.261366069316864, "loss_fcos_ctr": 0.6186725627630949, "loss_fcos_loc": 0.20336712524294853, "loss_mask": 0.2798740132711828, "loss_maskiou": 0.006780260941013694, "loss_sem_seg": 0.28733824100345373, "lr": 0.01, "mask_rcnn/accuracy": 0.8883110309341128, "mask_rcnn/false_negative": 0.09460880324670554, "mask_rcnn/false_positive": 0.1348844454235211, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7716346709057689, "total_loss": 1.6604439331786125} {"data_time": 0.01692902483046055, "eta_seconds": 102765.80357692018, "iteration": 138259, "loss_fcos_cls": 0.27296910155564547, "loss_fcos_ctr": 0.6232406375929713, "loss_fcos_loc": 0.20445871469564736, "loss_mask": 0.2816862044855952, "loss_maskiou": 0.006076620826206636, "loss_sem_seg": 0.3187547968700528, "lr": 0.01, "mask_rcnn/accuracy": 0.8610266555601833, "mask_rcnn/false_negative": 0.1022564443403835, "mask_rcnn/false_positive": 0.15589410085490524, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.781540285795927, "total_loss": 1.709103958644846} {"data_time": 0.01680782064795494, "eta_seconds": 102723.0749557307, "iteration": 138279, "loss_fcos_cls": 0.27464933414012194, "loss_fcos_ctr": 0.6221834309399128, "loss_fcos_loc": 0.20662189088761806, "loss_mask": 0.2782727428711951, "loss_maskiou": 0.005598554213065654, "loss_sem_seg": 0.29829900339245796, "lr": 0.01, "mask_rcnn/accuracy": 0.86924046404276, "mask_rcnn/false_negative": 0.1139626500845462, "mask_rcnn/false_positive": 0.14541255105272793, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7866777814924717, "total_loss": 1.691183801405714} {"data_time": 0.016325337812304497, "eta_seconds": 102718.80910409335, "iteration": 138299, "loss_fcos_cls": 0.2688009333796799, "loss_fcos_ctr": 0.6222130251117051, "loss_fcos_loc": 0.20287628762889653, "loss_mask": 0.26858379784971476, "loss_maskiou": 0.005718538297514897, "loss_sem_seg": 0.31820349977351725, "lr": 0.01, "mask_rcnn/accuracy": 0.8737848114074005, "mask_rcnn/false_negative": 0.09692422416462193, "mask_rcnn/false_positive": 0.1377737044805077, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7799313208088279, "total_loss": 1.6927154845943733} {"data_time": 0.016492283903062344, "eta_seconds": 102743.98875093926, "iteration": 138319, "loss_fcos_cls": 0.27383029041811824, "loss_fcos_ctr": 0.6233048252761364, "loss_fcos_loc": 0.2126252034213394, "loss_mask": 0.2836750536225736, "loss_maskiou": 0.005840549354616087, "loss_sem_seg": 0.2927809180691838, "lr": 0.01, "mask_rcnn/accuracy": 0.894749149659864, "mask_rcnn/false_negative": 0.08812195907876802, "mask_rcnn/false_positive": 0.12084623868509467, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.7993551343679428, "total_loss": 1.6907466789562022} {"data_time": 0.016014576889574528, "eta_seconds": 102676.28374933731, "iteration": 138339, "loss_fcos_cls": 0.2603397303028032, "loss_fcos_ctr": 0.6219533467665315, "loss_fcos_loc": 0.20697801106143743, "loss_mask": 0.2790845585986972, "loss_maskiou": 0.0056031221902230754, "loss_sem_seg": 0.26081598550081253, "lr": 0.01, "mask_rcnn/accuracy": 0.861953333965165, "mask_rcnn/false_negative": 0.10810962741051786, "mask_rcnn/false_positive": 0.14543087692615128, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 24.0, "time": 0.7601537648588419, "total_loss": 1.6407315958858817} {"data_time": 0.01617380790412426, "eta_seconds": 102704.63567719702, "iteration": 138359, "loss_fcos_cls": 0.2638107817620039, "loss_fcos_ctr": 0.6205737553536892, "loss_fcos_loc": 0.20198217971483245, "loss_mask": 0.2798718689009547, "loss_maskiou": 0.005978809225780424, "loss_sem_seg": 0.3181911534629762, "lr": 0.01, "mask_rcnn/accuracy": 0.8583872261279094, "mask_rcnn/false_negative": 0.09250949757082984, "mask_rcnn/false_positive": 0.17551231747279467, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.75, "time": 0.79069191403687, "total_loss": 1.698660145077156} {"data_time": 0.01814605761319399, "eta_seconds": 102697.17380174343, "iteration": 138379, "loss_fcos_cls": 0.26399410620797426, "loss_fcos_ctr": 0.6191882649436593, "loss_fcos_loc": 0.20263632340356708, "loss_mask": 0.27465340960770845, "loss_maskiou": 0.005707286029064562, "loss_sem_seg": 0.2944028824567795, "lr": 0.01, "mask_rcnn/accuracy": 0.8741815476190476, "mask_rcnn/false_negative": 0.09764231390216768, "mask_rcnn/false_positive": 0.15087843985831664, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.0, "time": 0.7924841055646539, "total_loss": 1.6448225781641668} {"data_time": 0.016708482056856155, "eta_seconds": 102656.59526287392, "iteration": 138399, "loss_fcos_cls": 0.2707522080745548, "loss_fcos_ctr": 0.6221703244373202, "loss_fcos_loc": 0.2051033922471106, "loss_mask": 0.2771162986755371, "loss_maskiou": 0.0063473211048403755, "loss_sem_seg": 0.289882751647383, "lr": 0.01, "mask_rcnn/accuracy": 0.8896128682942948, "mask_rcnn/false_negative": 0.08647960860418183, "mask_rcnn/false_positive": 0.14427748674929433, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7632689792662859, "total_loss": 1.6912679387860408} {"data_time": 0.015814777463674545, "eta_seconds": 102640.99407515302, "iteration": 138419, "loss_fcos_cls": 0.2682650263886899, "loss_fcos_ctr": 0.6217737863771617, "loss_fcos_loc": 0.20606846536975354, "loss_mask": 0.2734565222635865, "loss_maskiou": 0.005709008648409508, "loss_sem_seg": 0.28526553930714726, "lr": 0.01, "mask_rcnn/accuracy": 0.870742812431095, "mask_rcnn/false_negative": 0.11309750237676125, "mask_rcnn/false_positive": 0.1503420147288072, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.5, "time": 0.7812036359682679, "total_loss": 1.667498560869717} {"data_time": 0.01804150454699993, "eta_seconds": 102582.09511281084, "iteration": 138439, "loss_fcos_cls": 0.2768895886838436, "loss_fcos_ctr": 0.6212384896352887, "loss_fcos_loc": 0.20620786910876632, "loss_mask": 0.26142624020576477, "loss_maskiou": 0.005684316201950423, "loss_sem_seg": 0.2984827193431556, "lr": 0.01, "mask_rcnn/accuracy": 0.8895639074595355, "mask_rcnn/false_negative": 0.08267734958823679, "mask_rcnn/false_positive": 0.11115209233236334, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.5, "time": 0.7714793682098389, "total_loss": 1.6457796316535678} {"data_time": 0.017952111549675465, "eta_seconds": 102587.72829300631, "iteration": 138459, "loss_fcos_cls": 0.26198456657584757, "loss_fcos_ctr": 0.623569592833519, "loss_fcos_loc": 0.1981565778842196, "loss_mask": 0.26099447440356016, "loss_maskiou": 0.005612149354419671, "loss_sem_seg": 0.30826637567952275, "lr": 0.01, "mask_rcnn/accuracy": 0.8886282975631568, "mask_rcnn/false_negative": 0.07806363710773209, "mask_rcnn/false_positive": 0.13804612125426335, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7877471493557096, "total_loss": 1.6735773405525833} {"data_time": 0.015829116106033325, "eta_seconds": 102590.31473162211, "iteration": 138479, "loss_fcos_cls": 0.2677034514490515, "loss_fcos_ctr": 0.619969928637147, "loss_fcos_loc": 0.19489733641967177, "loss_mask": 0.2729659057222307, "loss_maskiou": 0.0061914785037515685, "loss_sem_seg": 0.3129449326079339, "lr": 0.01, "mask_rcnn/accuracy": 0.8810276405142476, "mask_rcnn/false_negative": 0.09530635243757132, "mask_rcnn/false_positive": 0.1406484378828568, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7913316627964377, "total_loss": 1.6707176622803672} {"data_time": 0.018961495719850063, "eta_seconds": 102535.3112961268, "iteration": 138499, "loss_fcos_cls": 0.2640526455361396, "loss_fcos_ctr": 0.619502647779882, "loss_fcos_loc": 0.19093105336651206, "loss_mask": 0.2706308467313647, "loss_maskiou": 0.005817178200231865, "loss_sem_seg": 0.29126134840771556, "lr": 0.01, "mask_rcnn/accuracy": 0.8906571251329316, "mask_rcnn/false_negative": 0.10546763421270774, "mask_rcnn/false_positive": 0.13053066342337377, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.25, "time": 0.7725007673725486, "total_loss": 1.6537299868650734} {"data_time": 0.016619699075818062, "eta_seconds": 102472.16765599418, "iteration": 138519, "loss_fcos_cls": 0.2782708841841668, "loss_fcos_ctr": 0.6241746013984084, "loss_fcos_loc": 0.21331229922361672, "loss_mask": 0.2746207043528557, "loss_maskiou": 0.005899072115425952, "loss_sem_seg": 0.32016501296311617, "lr": 0.01, "mask_rcnn/accuracy": 0.880422596670247, "mask_rcnn/false_negative": 0.08845861396999248, "mask_rcnn/false_positive": 0.1542916913927351, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7716074986383319, "total_loss": 1.7259487431001617} {"data_time": 0.016155454330146313, "eta_seconds": 102484.18858902436, "iteration": 138539, "loss_fcos_cls": 0.2673209226340987, "loss_fcos_ctr": 0.6207398441620171, "loss_fcos_loc": 0.2054254338145256, "loss_mask": 0.2737235985696316, "loss_maskiou": 0.006174536756589077, "loss_sem_seg": 0.3189948294311762, "lr": 0.01, "mask_rcnn/accuracy": 0.8747819068103432, "mask_rcnn/false_negative": 0.10458332447742369, "mask_rcnn/false_positive": 0.13223854455766493, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7878132620826364, "total_loss": 1.7050893000196083} {"data_time": 0.016827525570988655, "eta_seconds": 102477.97931243014, "iteration": 138559, "loss_fcos_cls": 0.25811618636362255, "loss_fcos_ctr": 0.6210542703047395, "loss_fcos_loc": 0.20448258984833956, "loss_mask": 0.2861203318461776, "loss_maskiou": 0.005944342541624792, "loss_sem_seg": 0.3176081469282508, "lr": 0.01, "mask_rcnn/accuracy": 0.8802436387534365, "mask_rcnn/false_negative": 0.11402554747032018, "mask_rcnn/false_positive": 0.12366615447881607, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.75, "time": 0.775597701780498, "total_loss": 1.6883919632819016} {"data_time": 0.016195278614759445, "eta_seconds": 102425.40553782228, "iteration": 138579, "loss_fcos_cls": 0.2644926303764805, "loss_fcos_ctr": 0.6218774141743779, "loss_fcos_loc": 0.21657166443765163, "loss_mask": 0.277217959985137, "loss_maskiou": 0.006231566825590562, "loss_sem_seg": 0.274172296281904, "lr": 0.01, "mask_rcnn/accuracy": 0.8773295913126422, "mask_rcnn/false_negative": 0.0969672434636201, "mask_rcnn/false_positive": 0.16005983954225855, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.771632676012814, "total_loss": 1.682684014114784} {"data_time": 0.016157062724232674, "eta_seconds": 102437.41387016978, "iteration": 138599, "loss_fcos_cls": 0.2636912406887859, "loss_fcos_ctr": 0.6193401999771595, "loss_fcos_loc": 0.20413198554888368, "loss_mask": 0.2799352207221091, "loss_maskiou": 0.006619905194384046, "loss_sem_seg": 0.30855369940400124, "lr": 0.01, "mask_rcnn/accuracy": 0.8668209370904325, "mask_rcnn/false_negative": 0.08654611112679422, "mask_rcnn/false_positive": 0.151507899441135, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 40.75, "time": 0.7905682707205415, "total_loss": 1.6976631942561653} {"data_time": 0.01483530830591917, "eta_seconds": 102382.08540588617, "iteration": 138619, "loss_fcos_cls": 0.2553083205129951, "loss_fcos_ctr": 0.622713003307581, "loss_fcos_loc": 0.2042835378088057, "loss_mask": 0.2718959031626582, "loss_maskiou": 0.0060268866291153245, "loss_sem_seg": 0.28908441215753555, "lr": 0.01, "mask_rcnn/accuracy": 0.8713230553090802, "mask_rcnn/false_negative": 0.09688219234076487, "mask_rcnn/false_positive": 0.15298041121186767, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7801148919388652, "total_loss": 1.6386807909220806} {"data_time": 0.015219907276332378, "eta_seconds": 102357.7232488431, "iteration": 138639, "loss_fcos_cls": 0.25728040281683207, "loss_fcos_ctr": 0.620204534381628, "loss_fcos_loc": 0.20547277375590056, "loss_mask": 0.2723032021895051, "loss_maskiou": 0.005838726145157125, "loss_sem_seg": 0.2885536691173911, "lr": 0.01, "mask_rcnn/accuracy": 0.8651466554791678, "mask_rcnn/false_negative": 0.08673235150841442, "mask_rcnn/false_positive": 0.1701607355940697, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7734324708580971, "total_loss": 1.678075589283253} {"data_time": 0.016766127198934555, "eta_seconds": 102321.79612728953, "iteration": 138659, "loss_fcos_cls": 0.2731281775049865, "loss_fcos_ctr": 0.623649119399488, "loss_fcos_loc": 0.21378454309888184, "loss_mask": 0.2985717817209661, "loss_maskiou": 0.006688489840598777, "loss_sem_seg": 0.2843409231863916, "lr": 0.01, "mask_rcnn/accuracy": 0.8835281892679852, "mask_rcnn/false_negative": 0.10566601276387069, "mask_rcnn/false_positive": 0.14231163066742927, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7812143070623279, "total_loss": 1.7074826109674177} {"data_time": 0.017252469435334206, "eta_seconds": 102375.04757836368, "iteration": 138679, "loss_fcos_cls": 0.2597334013553336, "loss_fcos_ctr": 0.6235239142552018, "loss_fcos_loc": 0.20269087242195383, "loss_mask": 0.26764719327911735, "loss_maskiou": 0.0056573028123239055, "loss_sem_seg": 0.3027559360489249, "lr": 0.01, "mask_rcnn/accuracy": 0.8918640010351967, "mask_rcnn/false_negative": 0.08046866001944342, "mask_rcnn/false_positive": 0.1566054955345842, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.0, "time": 0.7978039849549532, "total_loss": 1.6950820987549378} {"data_time": 0.015374182723462582, "eta_seconds": 102359.45600541215, "iteration": 138699, "loss_fcos_cls": 0.2710604459280148, "loss_fcos_ctr": 0.621591605246067, "loss_fcos_loc": 0.20525834849104285, "loss_mask": 0.2662063632160425, "loss_maskiou": 0.005938085225352552, "loss_sem_seg": 0.27457878133282065, "lr": 0.01, "mask_rcnn/accuracy": 0.8781569624836878, "mask_rcnn/false_negative": 0.08518251383678616, "mask_rcnn/false_positive": 0.15070519375724387, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7853304911404848, "total_loss": 1.675963618181413} {"data_time": 0.015166640281677246, "eta_seconds": 102353.23530797195, "iteration": 138719, "loss_fcos_cls": 0.2678734965156764, "loss_fcos_ctr": 0.6193459769710898, "loss_fcos_loc": 0.203829244710505, "loss_mask": 0.2738734111189842, "loss_maskiou": 0.00659024142078124, "loss_sem_seg": 0.29641967033967376, "lr": 0.01, "mask_rcnn/accuracy": 0.8804003866503867, "mask_rcnn/false_negative": 0.09465234359557963, "mask_rcnn/false_positive": 0.14710882797358665, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.75, "time": 0.7961520990356803, "total_loss": 1.6831800493600895} {"data_time": 0.01719068828970194, "eta_seconds": 102315.94822876249, "iteration": 138739, "loss_fcos_cls": 0.25725701020564884, "loss_fcos_ctr": 0.6202391274273396, "loss_fcos_loc": 0.1930746593279764, "loss_mask": 0.2843697899952531, "loss_maskiou": 0.005812800634885207, "loss_sem_seg": 0.3034986862912774, "lr": 0.01, "mask_rcnn/accuracy": 0.8812049854631955, "mask_rcnn/false_negative": 0.07952788633339757, "mask_rcnn/false_positive": 0.1839902065455205, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.75, "time": 0.7673007436096668, "total_loss": 1.680748060814949} {"data_time": 0.01658407226204872, "eta_seconds": 102314.26988005266, "iteration": 138759, "loss_fcos_cls": 0.26253613317385316, "loss_fcos_ctr": 0.6191706210374832, "loss_fcos_loc": 0.19605436408892274, "loss_mask": 0.26999923773109913, "loss_maskiou": 0.005381700393627398, "loss_sem_seg": 0.29792029480449855, "lr": 0.01, "mask_rcnn/accuracy": 0.891480525136884, "mask_rcnn/false_negative": 0.08670938030033223, "mask_rcnn/false_positive": 0.13704136377212162, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.5, "time": 0.7898907121270895, "total_loss": 1.6495318200468319} {"data_time": 0.01681018155068159, "eta_seconds": 102269.53181058262, "iteration": 138779, "loss_fcos_cls": 0.2756489256862551, "loss_fcos_ctr": 0.6215006718412042, "loss_fcos_loc": 0.20053459715563804, "loss_mask": 0.27501850202679634, "loss_maskiou": 0.005913336084631737, "loss_sem_seg": 0.26536326482892036, "lr": 0.01, "mask_rcnn/accuracy": 0.8666500843438025, "mask_rcnn/false_negative": 0.10670292579371476, "mask_rcnn/false_positive": 0.14831017159261434, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.75, "time": 0.7793133733794093, "total_loss": 1.687405885066255} {"data_time": 0.015672367066144943, "eta_seconds": 102202.46474462934, "iteration": 138799, "loss_fcos_cls": 0.2632463607005775, "loss_fcos_ctr": 0.623158868169412, "loss_fcos_loc": 0.20921867387369275, "loss_mask": 0.2817993527278304, "loss_maskiou": 0.006576521685929038, "loss_sem_seg": 0.2871066452935338, "lr": 0.01, "mask_rcnn/accuracy": 0.8477941331812228, "mask_rcnn/false_negative": 0.13526694145473672, "mask_rcnn/false_positive": 0.1648017818056936, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.25, "time": 0.7689970033243299, "total_loss": 1.6731754474021727} {"data_time": 0.015514564700424671, "eta_seconds": 102168.00454092398, "iteration": 138819, "loss_fcos_cls": 0.2711124448105693, "loss_fcos_ctr": 0.6231813933700323, "loss_fcos_loc": 0.2042441857047379, "loss_mask": 0.2739156475290656, "loss_maskiou": 0.005573054040723946, "loss_sem_seg": 0.31391525315120816, "lr": 0.01, "mask_rcnn/accuracy": 0.8970601154101674, "mask_rcnn/false_negative": 0.08398608625216662, "mask_rcnn/false_positive": 0.12687207050670155, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7888664901256561, "total_loss": 1.6798026722171926} {"data_time": 0.015260722488164902, "eta_seconds": 102129.8936826149, "iteration": 138839, "loss_fcos_cls": 0.2543509998358786, "loss_fcos_ctr": 0.6206100406125188, "loss_fcos_loc": 0.2044112617149949, "loss_mask": 0.2791451998054981, "loss_maskiou": 0.005753286855906481, "loss_sem_seg": 0.30732377665117383, "lr": 0.01, "mask_rcnn/accuracy": 0.8938061872025383, "mask_rcnn/false_negative": 0.08972106148218606, "mask_rcnn/false_positive": 0.11899003073570158, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.75, "time": 0.7781956838443875, "total_loss": 1.6739056672668085} {"data_time": 0.01658988930284977, "eta_seconds": 102136.85124752298, "iteration": 138859, "loss_fcos_cls": 0.26522409194149077, "loss_fcos_ctr": 0.6225358415395021, "loss_fcos_loc": 0.2098616710281931, "loss_mask": 0.2826851550489664, "loss_maskiou": 0.0064409057958982885, "loss_sem_seg": 0.3070343337021768, "lr": 0.01, "mask_rcnn/accuracy": 0.8681450437317785, "mask_rcnn/false_negative": 0.12218672426407168, "mask_rcnn/false_positive": 0.13965340644845015, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.75, "time": 0.766860157251358, "total_loss": 1.708978456139448} {"data_time": 0.01602580863982439, "eta_seconds": 102160.28795943595, "iteration": 138879, "loss_fcos_cls": 0.2783127948641777, "loss_fcos_ctr": 0.6187602896243334, "loss_fcos_loc": 0.2010399957653135, "loss_mask": 0.27392534259706736, "loss_maskiou": 0.0059007678282796405, "loss_sem_seg": 0.30088997166603804, "lr": 0.01, "mask_rcnn/accuracy": 0.8784936314951513, "mask_rcnn/false_negative": 0.10091371536970367, "mask_rcnn/false_positive": 0.13007986464404273, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7886337814852595, "total_loss": 1.6679762880667113} {"data_time": 0.016592751257121563, "eta_seconds": 102144.70536199398, "iteration": 138899, "loss_fcos_cls": 0.26854953030124307, "loss_fcos_ctr": 0.6217840621247888, "loss_fcos_loc": 0.2070455141365528, "loss_mask": 0.2862226441502571, "loss_maskiou": 0.006617554246986401, "loss_sem_seg": 0.2811516961082816, "lr": 0.01, "mask_rcnn/accuracy": 0.8751954536393312, "mask_rcnn/false_negative": 0.10124586694079274, "mask_rcnn/false_positive": 0.1436723982800719, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7886799797415733, "total_loss": 1.6895732626435347} {"data_time": 0.017064339481294155, "eta_seconds": 102115.7697969582, "iteration": 138919, "loss_fcos_cls": 0.266686093993485, "loss_fcos_ctr": 0.6197089715860784, "loss_fcos_loc": 0.20030715421307832, "loss_mask": 0.285299688577652, "loss_maskiou": 0.005927260412136093, "loss_sem_seg": 0.2831870876252651, "lr": 0.01, "mask_rcnn/accuracy": 0.8743916628613579, "mask_rcnn/false_negative": 0.09367378571916526, "mask_rcnn/false_positive": 0.12368846811340188, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.25, "time": 0.7801377074792981, "total_loss": 1.6396604314722936} {"data_time": 0.01653868705034256, "eta_seconds": 102160.0512780631, "iteration": 138939, "loss_fcos_cls": 0.27452613052446395, "loss_fcos_ctr": 0.6229700716212392, "loss_fcos_loc": 0.20506145857507363, "loss_mask": 0.275182630866766, "loss_maskiou": 0.005717317704693414, "loss_sem_seg": 0.2981377384858206, "lr": 0.01, "mask_rcnn/accuracy": 0.8778530021468396, "mask_rcnn/false_negative": 0.09157310889084783, "mask_rcnn/false_positive": 0.14886197441602989, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.7876377906650305, "total_loss": 1.6671960750609287} {"data_time": 0.015849770046770573, "eta_seconds": 102190.57311104238, "iteration": 138959, "loss_fcos_cls": 0.27144603338092566, "loss_fcos_ctr": 0.6194331077858806, "loss_fcos_loc": 0.2020336943678558, "loss_mask": 0.278650073800236, "loss_maskiou": 0.0062456135274260305, "loss_sem_seg": 0.291513760574162, "lr": 0.01, "mask_rcnn/accuracy": 0.8822334192070509, "mask_rcnn/false_negative": 0.0901390190022738, "mask_rcnn/false_positive": 0.12147289946965384, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.5, "time": 0.7860294878482819, "total_loss": 1.6546072442361037} {"data_time": 0.015530251897871494, "eta_seconds": 102208.00978462305, "iteration": 138979, "loss_fcos_cls": 0.25604208488948643, "loss_fcos_ctr": 0.6235420405864716, "loss_fcos_loc": 0.20772568666143343, "loss_mask": 0.28943358082324266, "loss_maskiou": 0.006112090763053857, "loss_sem_seg": 0.2927723361644894, "lr": 0.01, "mask_rcnn/accuracy": 0.8694682557687322, "mask_rcnn/false_negative": 0.1123108598582893, "mask_rcnn/false_positive": 0.16409857604954578, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.5, "time": 0.7827177988365293, "total_loss": 1.660437711456325} {"data_time": 0.015588991343975067, "eta_seconds": 102192.408009368, "iteration": 138999, "loss_fcos_cls": 0.2912757722660899, "loss_fcos_ctr": 0.6213218327611685, "loss_fcos_loc": 0.20779231912456453, "loss_mask": 0.2810876900330186, "loss_maskiou": 0.00635197879455518, "loss_sem_seg": 0.32746242359280586, "lr": 0.01, "mask_rcnn/accuracy": 0.8934816341510914, "mask_rcnn/false_negative": 0.08694595996453242, "mask_rcnn/false_positive": 0.13744521070603008, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.5, "time": 0.7854386875405908, "total_loss": 1.7290238968544145} {"data_time": 0.01821277756243944, "eta_seconds": 102129.85155153181, "iteration": 139019, "loss_fcos_cls": 0.2683097686385736, "loss_fcos_ctr": 0.6200600126758218, "loss_fcos_loc": 0.20151979883667082, "loss_mask": 0.26852940395474434, "loss_maskiou": 0.005762367600254947, "loss_sem_seg": 0.29243058152496815, "lr": 0.01, "mask_rcnn/accuracy": 0.8615911607871451, "mask_rcnn/false_negative": 0.10323970036765173, "mask_rcnn/false_positive": 0.15039113821267092, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.5, "time": 0.772055123001337, "total_loss": 1.6839528826239984} {"data_time": 0.01741065736860037, "eta_seconds": 102095.98446949944, "iteration": 139039, "loss_fcos_cls": 0.2679408323019743, "loss_fcos_ctr": 0.6188074229285121, "loss_fcos_loc": 0.1978382628876716, "loss_mask": 0.2842061463743448, "loss_maskiou": 0.005621987285849173, "loss_sem_seg": 0.31239708000794053, "lr": 0.01, "mask_rcnn/accuracy": 0.8872119922170767, "mask_rcnn/false_negative": 0.09269274908355424, "mask_rcnn/false_positive": 0.14405591856961808, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7717567030340433, "total_loss": 1.68163367411762} {"data_time": 0.018376732245087624, "eta_seconds": 102123.85527577065, "iteration": 139059, "loss_fcos_cls": 0.2671759105287492, "loss_fcos_ctr": 0.6225834568031132, "loss_fcos_loc": 0.20912772859446704, "loss_mask": 0.2813939871266484, "loss_maskiou": 0.0062492073338944465, "loss_sem_seg": 0.3132173512130976, "lr": 0.01, "mask_rcnn/accuracy": 0.8830412770748614, "mask_rcnn/false_negative": 0.08757515783329783, "mask_rcnn/false_positive": 0.17228807811700436, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.7738993419334292, "total_loss": 1.7008189439438866} {"data_time": 0.018094442784786224, "eta_seconds": 102122.2217945857, "iteration": 139079, "loss_fcos_cls": 0.2690555681474507, "loss_fcos_ctr": 0.6217465735971928, "loss_fcos_loc": 0.20098639139905572, "loss_mask": 0.28224396239966154, "loss_maskiou": 0.006019110689521767, "loss_sem_seg": 0.30318888602778316, "lr": 0.01, "mask_rcnn/accuracy": 0.8690391156462585, "mask_rcnn/false_negative": 0.10450100828313244, "mask_rcnn/false_positive": 0.1764032151180437, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7817706130445004, "total_loss": 1.702542017432279} {"data_time": 0.01675829105079174, "eta_seconds": 102050.47372967936, "iteration": 139099, "loss_fcos_cls": 0.2566353431902826, "loss_fcos_ctr": 0.6219433974474669, "loss_fcos_loc": 0.2027233080007136, "loss_mask": 0.2763597331941128, "loss_maskiou": 0.0060656400746665895, "loss_sem_seg": 0.30910714995115995, "lr": 0.01, "mask_rcnn/accuracy": 0.8877468552076002, "mask_rcnn/false_negative": 0.09777323520558295, "mask_rcnn/false_positive": 0.11322968098331226, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.7632910553365946, "total_loss": 1.6875093902781373} {"data_time": 0.016857875511050224, "eta_seconds": 102021.0085345013, "iteration": 139119, "loss_fcos_cls": 0.27989266347140074, "loss_fcos_ctr": 0.6215851977467537, "loss_fcos_loc": 0.21324418089352548, "loss_mask": 0.27488285303115845, "loss_maskiou": 0.005863642567419447, "loss_sem_seg": 0.3163319327868521, "lr": 0.01, "mask_rcnn/accuracy": 0.8882159113645458, "mask_rcnn/false_negative": 0.10558647112687305, "mask_rcnn/false_positive": 0.11970805352200915, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7763466313481331, "total_loss": 1.7060818744066637} {"data_time": 0.016514083370566368, "eta_seconds": 102019.28971313871, "iteration": 139139, "loss_fcos_cls": 0.2791945014614612, "loss_fcos_ctr": 0.6184943402186036, "loss_fcos_loc": 0.1929242149926722, "loss_mask": 0.2671223017387092, "loss_maskiou": 0.005779338025604375, "loss_sem_seg": 0.3364923046901822, "lr": 0.01, "mask_rcnn/accuracy": 0.8876960285671902, "mask_rcnn/false_negative": 0.08550260180742612, "mask_rcnn/false_positive": 0.14114868115239773, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.25, "time": 0.7858081683516502, "total_loss": 1.67933902842924} {"data_time": 0.016366763040423393, "eta_seconds": 101971.93968678731, "iteration": 139159, "loss_fcos_cls": 0.265535447280854, "loss_fcos_ctr": 0.6229964196681976, "loss_fcos_loc": 0.20443811977747828, "loss_mask": 0.2649748120456934, "loss_maskiou": 0.005987591030134354, "loss_sem_seg": 0.3113518520258367, "lr": 0.01, "mask_rcnn/accuracy": 0.9021103896103896, "mask_rcnn/false_negative": 0.07121396362232126, "mask_rcnn/false_positive": 0.10656952335708605, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7633311841636896, "total_loss": 1.6867888256383594} {"data_time": 0.01667708996683359, "eta_seconds": 101933.8577287998, "iteration": 139179, "loss_fcos_cls": 0.2733548558317125, "loss_fcos_ctr": 0.6214961502701044, "loss_fcos_loc": 0.2074151849374175, "loss_mask": 0.27790268044918776, "loss_maskiou": 0.005874248134205118, "loss_sem_seg": 0.30963390367105603, "lr": 0.01, "mask_rcnn/accuracy": 0.8493165391156463, "mask_rcnn/false_negative": 0.09488658984257121, "mask_rcnn/false_positive": 0.17941103400441877, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7878454150632024, "total_loss": 1.6827623947756365} {"data_time": 0.015631108544766903, "eta_seconds": 101866.18357329536, "iteration": 139199, "loss_fcos_cls": 0.27736569475382566, "loss_fcos_ctr": 0.6224819179624319, "loss_fcos_loc": 0.20583313098177314, "loss_mask": 0.27886238787323236, "loss_maskiou": 0.00608472473686561, "loss_sem_seg": 0.3342006215825677, "lr": 0.01, "mask_rcnn/accuracy": 0.8689183897243108, "mask_rcnn/false_negative": 0.0824221540543108, "mask_rcnn/false_positive": 0.16183399568186735, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 43.0, "time": 0.7628751024603844, "total_loss": 1.7068406523740123} {"data_time": 0.016151748597621918, "eta_seconds": 101835.45988828037, "iteration": 139219, "loss_fcos_cls": 0.26408974546939135, "loss_fcos_ctr": 0.6248449962586164, "loss_fcos_loc": 0.20574472867883742, "loss_mask": 0.27209208253771067, "loss_maskiou": 0.006160120276035741, "loss_sem_seg": 0.2887753355316818, "lr": 0.01, "mask_rcnn/accuracy": 0.8755970874413954, "mask_rcnn/false_negative": 0.11839730533488714, "mask_rcnn/false_positive": 0.1608563390856969, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7703326288610697, "total_loss": 1.6643031997373328} {"data_time": 0.017199921421706676, "eta_seconds": 101874.49193355907, "iteration": 139239, "loss_fcos_cls": 0.25869710138067603, "loss_fcos_ctr": 0.6220284262672067, "loss_fcos_loc": 0.21130877663381398, "loss_mask": 0.2729061637073755, "loss_maskiou": 0.006155267052236013, "loss_sem_seg": 0.29934592731297016, "lr": 0.01, "mask_rcnn/accuracy": 0.8752699829931974, "mask_rcnn/false_negative": 0.08903266672915168, "mask_rcnn/false_positive": 0.16298314874721642, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.78438267018646, "total_loss": 1.6692622792470502} {"data_time": 0.016936931759119034, "eta_seconds": 101858.9101481745, "iteration": 139259, "loss_fcos_cls": 0.27019660198129714, "loss_fcos_ctr": 0.6210845513269305, "loss_fcos_loc": 0.20134409348247573, "loss_mask": 0.28316441597416997, "loss_maskiou": 0.006135590811027214, "loss_sem_seg": 0.3063611276447773, "lr": 0.01, "mask_rcnn/accuracy": 0.8739492225461614, "mask_rcnn/false_negative": 0.11773438753290422, "mask_rcnn/false_positive": 0.13456663809270897, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.25, "time": 0.7832652209326625, "total_loss": 1.7089126388018485} {"data_time": 0.014323554001748562, "eta_seconds": 101788.73958798219, "iteration": 139279, "loss_fcos_cls": 0.2687583891674876, "loss_fcos_ctr": 0.6205988703295588, "loss_fcos_loc": 0.20094780682120472, "loss_mask": 0.2841986045241356, "loss_maskiou": 0.0063407394191017374, "loss_sem_seg": 0.30252889450639486, "lr": 0.01, "mask_rcnn/accuracy": 0.8973170603857982, "mask_rcnn/false_negative": 0.09701997706278641, "mask_rcnn/false_positive": 0.12877007410604574, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7745992569252849, "total_loss": 1.6582428872497985} {"data_time": 0.01775976922363043, "eta_seconds": 101747.49330043048, "iteration": 139299, "loss_fcos_cls": 0.2730110352858901, "loss_fcos_ctr": 0.6214669235050678, "loss_fcos_loc": 0.2037187204696238, "loss_mask": 0.27187981782481074, "loss_maskiou": 0.0059803232725244015, "loss_sem_seg": 0.2895767791196704, "lr": 0.01, "mask_rcnn/accuracy": 0.8859788193446392, "mask_rcnn/false_negative": 0.10707216525522481, "mask_rcnn/false_positive": 0.12043052317444652, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.75, "time": 0.7730497596785426, "total_loss": 1.669653453027422} {"data_time": 0.015671459026634693, "eta_seconds": 101731.923795484, "iteration": 139319, "loss_fcos_cls": 0.2757503885659389, "loss_fcos_ctr": 0.6230817418545485, "loss_fcos_loc": 0.20938488212414086, "loss_mask": 0.28811785764992237, "loss_maskiou": 0.006709704393870197, "loss_sem_seg": 0.3208066872321069, "lr": 0.01, "mask_rcnn/accuracy": 0.8755346369316958, "mask_rcnn/false_negative": 0.10852976239274598, "mask_rcnn/false_positive": 0.1564369928562631, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.25, "time": 0.7848874628543854, "total_loss": 1.70591443219746} {"data_time": 0.01741327904164791, "eta_seconds": 101757.15332352463, "iteration": 139339, "loss_fcos_cls": 0.2770711896009743, "loss_fcos_ctr": 0.6201557349413633, "loss_fcos_loc": 0.20079991151578724, "loss_mask": 0.27979668881744146, "loss_maskiou": 0.006006740470184013, "loss_sem_seg": 0.30152294784784317, "lr": 0.01, "mask_rcnn/accuracy": 0.8718449592951935, "mask_rcnn/false_negative": 0.1033900205049707, "mask_rcnn/false_positive": 0.15233820038649631, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7799637150019407, "total_loss": 1.6932227466604672} {"data_time": 0.016601640731096268, "eta_seconds": 101714.5771735087, "iteration": 139359, "loss_fcos_cls": 0.2625623270869255, "loss_fcos_ctr": 0.6219390742480755, "loss_fcos_loc": 0.20286711596418172, "loss_mask": 0.28471922501921654, "loss_maskiou": 0.0063082443666644394, "loss_sem_seg": 0.29644930083304644, "lr": 0.01, "mask_rcnn/accuracy": 0.8748732529719341, "mask_rcnn/false_negative": 0.09805017524193885, "mask_rcnn/false_positive": 0.15858383225718423, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 21.0, "time": 0.7877311902120709, "total_loss": 1.6656661061715567} {"data_time": 0.015253565274178982, "eta_seconds": 101685.2152806446, "iteration": 139379, "loss_fcos_cls": 0.2677921620197594, "loss_fcos_ctr": 0.6199716543778777, "loss_fcos_loc": 0.1965004033409059, "loss_mask": 0.27304035564884543, "loss_maskiou": 0.006084638524043839, "loss_sem_seg": 0.3035463350825012, "lr": 0.01, "mask_rcnn/accuracy": 0.8688981764335828, "mask_rcnn/false_negative": 0.1052726893600002, "mask_rcnn/false_positive": 0.16752388501821525, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.5, "time": 0.7768308036029339, "total_loss": 1.649991236772621} {"data_time": 0.015056472271680832, "eta_seconds": 101699.22854141146, "iteration": 139399, "loss_fcos_cls": 0.2678390466608107, "loss_fcos_ctr": 0.6220872388221323, "loss_fcos_loc": 0.21013968531042337, "loss_mask": 0.29588086903095245, "loss_maskiou": 0.00629354985721875, "loss_sem_seg": 0.287202350795269, "lr": 0.01, "mask_rcnn/accuracy": 0.8640071653661465, "mask_rcnn/false_negative": 0.10048540667981337, "mask_rcnn/false_positive": 0.1712384626267493, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 29.0, "time": 0.776985171250999, "total_loss": 1.683043019271281} {"data_time": 0.01606096513569355, "eta_seconds": 101673.24625477474, "iteration": 139419, "loss_fcos_cls": 0.27328992751426995, "loss_fcos_ctr": 0.6217088056728244, "loss_fcos_loc": 0.20090641675051302, "loss_mask": 0.2716723745688796, "loss_maskiou": 0.006184314166603144, "loss_sem_seg": 0.28190899454057217, "lr": 0.01, "mask_rcnn/accuracy": 0.8653872482833883, "mask_rcnn/false_negative": 0.10098477219165242, "mask_rcnn/false_positive": 0.1385233315222108, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.7669606357812881, "total_loss": 1.651033095564344} {"data_time": 0.015347064472734928, "eta_seconds": 101687.34163300414, "iteration": 139439, "loss_fcos_cls": 0.2861420197878033, "loss_fcos_ctr": 0.624764459207654, "loss_fcos_loc": 0.2166676374617964, "loss_mask": 0.2993743261322379, "loss_maskiou": 0.006007864940329455, "loss_sem_seg": 0.2896373171824962, "lr": 0.01, "mask_rcnn/accuracy": 0.8844029627136454, "mask_rcnn/false_negative": 0.10406310991652275, "mask_rcnn/false_positive": 0.12668537622347895, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7739745397120714, "total_loss": 1.715831110785075} {"data_time": 0.01482469867914915, "eta_seconds": 101671.76464728359, "iteration": 139459, "loss_fcos_cls": 0.25636437232606113, "loss_fcos_ctr": 0.6204808866605163, "loss_fcos_loc": 0.19859174825251102, "loss_mask": 0.275930549018085, "loss_maskiou": 0.005832843453390524, "loss_sem_seg": 0.29538734490051866, "lr": 0.01, "mask_rcnn/accuracy": 0.8735824711829177, "mask_rcnn/false_negative": 0.10036017314419167, "mask_rcnn/false_positive": 0.1725695520895164, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7832366656512022, "total_loss": 1.6303126529965084} {"data_time": 0.016023716889321804, "eta_seconds": 101656.18766156305, "iteration": 139479, "loss_fcos_cls": 0.27506271516904235, "loss_fcos_ctr": 0.6247721542604268, "loss_fcos_loc": 0.21391826658509672, "loss_mask": 0.28845709655433893, "loss_maskiou": 0.005894545276532881, "loss_sem_seg": 0.32109738420695066, "lr": 0.01, "mask_rcnn/accuracy": 0.8917518658406759, "mask_rcnn/false_negative": 0.08382317295560837, "mask_rcnn/false_positive": 0.14558391960607686, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.0, "time": 0.7916767448186874, "total_loss": 1.7312796534533845} {"data_time": 0.01632517669349909, "eta_seconds": 101670.70069827978, "iteration": 139499, "loss_fcos_cls": 0.2646305371308699, "loss_fcos_ctr": 0.6239324612542987, "loss_fcos_loc": 0.2033514764625579, "loss_mask": 0.27096092514693737, "loss_maskiou": 0.005718324951885734, "loss_sem_seg": 0.27848430164158344, "lr": 0.01, "mask_rcnn/accuracy": 0.8909804970674683, "mask_rcnn/false_negative": 0.08484550652779296, "mask_rcnn/false_positive": 0.12993023112078986, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.0, "time": 0.7696332111954689, "total_loss": 1.6581407504127128} {"data_time": 0.01671441923826933, "eta_seconds": 101655.11910109688, "iteration": 139519, "loss_fcos_cls": 0.2589406936895102, "loss_fcos_ctr": 0.6205292618833482, "loss_fcos_loc": 0.19138572190422565, "loss_mask": 0.271776738576591, "loss_maskiou": 0.006219817965757102, "loss_sem_seg": 0.3085622184444219, "lr": 0.01, "mask_rcnn/accuracy": 0.8887567863683935, "mask_rcnn/false_negative": 0.08039229951568443, "mask_rcnn/false_positive": 0.13300327657570848, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7751852758228779, "total_loss": 1.6540439030031848} {"data_time": 0.015198936685919762, "eta_seconds": 101619.23634197842, "iteration": 139539, "loss_fcos_cls": 0.2701038606464863, "loss_fcos_ctr": 0.6206161016598344, "loss_fcos_loc": 0.20096495491452515, "loss_mask": 0.27345489151775837, "loss_maskiou": 0.005470381554914638, "loss_sem_seg": 0.3066824655979872, "lr": 0.01, "mask_rcnn/accuracy": 0.8773392530088959, "mask_rcnn/false_negative": 0.11466162791226688, "mask_rcnn/false_positive": 0.1278382125679431, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.777724607847631, "total_loss": 1.6727727261313703} {"data_time": 0.01672350335866213, "eta_seconds": 101597.16825396102, "iteration": 139559, "loss_fcos_cls": 0.2747423071414232, "loss_fcos_ctr": 0.6234356239438057, "loss_fcos_loc": 0.20475440484005958, "loss_mask": 0.2777643632143736, "loss_maskiou": 0.005774502307758667, "loss_sem_seg": 0.27115498133935034, "lr": 0.01, "mask_rcnn/accuracy": 0.8742058562555457, "mask_rcnn/false_negative": 0.10750853185339354, "mask_rcnn/false_positive": 0.15721128611792679, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.75, "time": 0.7747548753395677, "total_loss": 1.6883188840583898} {"data_time": 0.015237700194120407, "eta_seconds": 101581.59076402243, "iteration": 139579, "loss_fcos_cls": 0.2691856315359473, "loss_fcos_ctr": 0.622396806254983, "loss_fcos_loc": 0.20543741039000452, "loss_mask": 0.2727148556150496, "loss_maskiou": 0.005387437777244486, "loss_sem_seg": 0.3230220393743366, "lr": 0.01, "mask_rcnn/accuracy": 0.8743489583333333, "mask_rcnn/false_negative": 0.10633316629198794, "mask_rcnn/false_positive": 0.13845550346931562, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.25, "time": 0.7746288375928998, "total_loss": 1.6978765567255323} {"data_time": 0.016655057668685913, "eta_seconds": 101562.6661175508, "iteration": 139599, "loss_fcos_cls": 0.25968597340397537, "loss_fcos_ctr": 0.6206382131204009, "loss_fcos_loc": 0.20613896916620433, "loss_mask": 0.28554324246942997, "loss_maskiou": 0.005875160903087817, "loss_sem_seg": 0.2816344005987048, "lr": 0.01, "mask_rcnn/accuracy": 0.8803566658079782, "mask_rcnn/false_negative": 0.09066282375719678, "mask_rcnn/false_positive": 0.15898296382505506, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.0, "time": 0.7964870808646083, "total_loss": 1.6728576798086578} {"data_time": 0.01693147886544466, "eta_seconds": 101547.08914097585, "iteration": 139619, "loss_fcos_cls": 0.2727855339180678, "loss_fcos_ctr": 0.6182085596956313, "loss_fcos_loc": 0.19505874637980014, "loss_mask": 0.2730872118845582, "loss_maskiou": 0.006003440794302151, "loss_sem_seg": 0.31087227864190936, "lr": 0.01, "mask_rcnn/accuracy": 0.8618958230487255, "mask_rcnn/false_negative": 0.11662202049571183, "mask_rcnn/false_positive": 0.16094588319886027, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.75, "time": 0.7782130632549524, "total_loss": 1.6744869829526579} {"data_time": 0.016607334837317467, "eta_seconds": 101561.62951799948, "iteration": 139639, "loss_fcos_cls": 0.26359603041782975, "loss_fcos_ctr": 0.6208349973894656, "loss_fcos_loc": 0.20145623220014386, "loss_mask": 0.27435029204934835, "loss_maskiou": 0.0061430172572727315, "loss_sem_seg": 0.2881086654961109, "lr": 0.01, "mask_rcnn/accuracy": 0.8731585805618545, "mask_rcnn/false_negative": 0.10247736593173129, "mask_rcnn/false_positive": 0.1602971545654375, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7820698292925954, "total_loss": 1.6615627163046156} {"data_time": 0.016593975014984608, "eta_seconds": 101525.76543219667, "iteration": 139659, "loss_fcos_cls": 0.2695312802679837, "loss_fcos_ctr": 0.6201130272820592, "loss_fcos_loc": 0.20045652776025236, "loss_mask": 0.27893133787438273, "loss_maskiou": 0.005625081299513113, "loss_sem_seg": 0.27267645043320954, "lr": 0.01, "mask_rcnn/accuracy": 0.8757363258498359, "mask_rcnn/false_negative": 0.0835714026423337, "mask_rcnn/false_positive": 0.16318639108331856, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.5, "time": 0.7783125508576632, "total_loss": 1.655888543027686} {"data_time": 0.01644619181752205, "eta_seconds": 101500.35821125098, "iteration": 139679, "loss_fcos_cls": 0.2524473643861711, "loss_fcos_ctr": 0.6168438466265798, "loss_fcos_loc": 0.1924964147619903, "loss_mask": 0.2771175503730774, "loss_maskiou": 0.005625371602945961, "loss_sem_seg": 0.3296892740763724, "lr": 0.01, "mask_rcnn/accuracy": 0.8835717514854042, "mask_rcnn/false_negative": 0.09269866461175276, "mask_rcnn/false_positive": 0.15588654687854514, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.5, "time": 0.7710062861442566, "total_loss": 1.6768602071679197} {"data_time": 0.015460013411939144, "eta_seconds": 101514.88472645078, "iteration": 139699, "loss_fcos_cls": 0.25799612305127084, "loss_fcos_ctr": 0.6213087667711079, "loss_fcos_loc": 0.2056761342100799, "loss_mask": 0.2752826865762472, "loss_maskiou": 0.005540399375604466, "loss_sem_seg": 0.29067285638302565, "lr": 0.01, "mask_rcnn/accuracy": 0.8919450518302559, "mask_rcnn/false_negative": 0.08793290140011724, "mask_rcnn/false_positive": 0.1318594938953866, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7994545148685575, "total_loss": 1.6651040657307021} {"data_time": 0.016977902501821518, "eta_seconds": 101450.04397825152, "iteration": 139719, "loss_fcos_cls": 0.2532789057586342, "loss_fcos_ctr": 0.6188988536596298, "loss_fcos_loc": 0.19626612542197108, "loss_mask": 0.27907388657331467, "loss_maskiou": 0.006037232276867144, "loss_sem_seg": 0.3034150148741901, "lr": 0.01, "mask_rcnn/accuracy": 0.8889159282133906, "mask_rcnn/false_negative": 0.09424047455828496, "mask_rcnn/false_positive": 0.1316259444390101, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7665022034198046, "total_loss": 1.6796562934032409} {"data_time": 0.01703747548162937, "eta_seconds": 101456.97084451374, "iteration": 139739, "loss_fcos_cls": 0.28005700232461095, "loss_fcos_ctr": 0.6239102659747005, "loss_fcos_loc": 0.20601998851634562, "loss_mask": 0.29142822325229645, "loss_maskiou": 0.006062826207198668, "loss_sem_seg": 0.29146280651912093, "lr": 0.01, "mask_rcnn/accuracy": 0.8763211209639781, "mask_rcnn/false_negative": 0.10001660012401412, "mask_rcnn/false_positive": 0.1400759127055753, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.25, "time": 0.797587538138032, "total_loss": 1.7233363119739806} {"data_time": 0.016269727610051632, "eta_seconds": 101423.6001454955, "iteration": 139759, "loss_fcos_cls": 0.2678383416496217, "loss_fcos_ctr": 0.6227340530604124, "loss_fcos_loc": 0.2079259881284088, "loss_mask": 0.28618684876710176, "loss_maskiou": 0.0059638965904014185, "loss_sem_seg": 0.2862091804854572, "lr": 0.01, "mask_rcnn/accuracy": 0.8739643539722277, "mask_rcnn/false_negative": 0.10520456770882616, "mask_rcnn/false_positive": 0.13415329134507026, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.5, "time": 0.7728822035714984, "total_loss": 1.6680310842057224} {"data_time": 0.016420941799879074, "eta_seconds": 101422.47332837619, "iteration": 139779, "loss_fcos_cls": 0.26064126391429454, "loss_fcos_ctr": 0.6227542152628303, "loss_fcos_loc": 0.20886236266233027, "loss_mask": 0.29385095136240125, "loss_maskiou": 0.006685410306090489, "loss_sem_seg": 0.2697833804413676, "lr": 0.01, "mask_rcnn/accuracy": 0.8785818891048482, "mask_rcnn/false_negative": 0.1011175841017464, "mask_rcnn/false_positive": 0.130979160711037, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.75, "time": 0.7844371572136879, "total_loss": 1.664478351274738} {"data_time": 0.017588917165994644, "eta_seconds": 101452.17814891785, "iteration": 139799, "loss_fcos_cls": 0.2686043228022754, "loss_fcos_ctr": 0.620753183029592, "loss_fcos_loc": 0.20350791269447654, "loss_mask": 0.272879920899868, "loss_maskiou": 0.005656310670019593, "loss_sem_seg": 0.27714422810822725, "lr": 0.01, "mask_rcnn/accuracy": 0.8704767586114401, "mask_rcnn/false_negative": 0.12760166681232527, "mask_rcnn/false_positive": 0.13622616371066454, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.7815147330984473, "total_loss": 1.6620874840045872} {"data_time": 0.015662789344787598, "eta_seconds": 101421.39514335338, "iteration": 139819, "loss_fcos_cls": 0.2571707208408043, "loss_fcos_ctr": 0.6213920908048749, "loss_fcos_loc": 0.19732860242947936, "loss_mask": 0.2565138265490532, "loss_maskiou": 0.005631063526379876, "loss_sem_seg": 0.2807189179584384, "lr": 0.01, "mask_rcnn/accuracy": 0.9013121409891187, "mask_rcnn/false_negative": 0.09627875024165304, "mask_rcnn/false_positive": 0.08694190012395768, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.0, "time": 0.7771549504250288, "total_loss": 1.6622296765635838} {"data_time": 0.017211529426276684, "eta_seconds": 101421.01028441638, "iteration": 139839, "loss_fcos_cls": 0.2567325902637094, "loss_fcos_ctr": 0.622661623172462, "loss_fcos_loc": 0.2006910815834999, "loss_mask": 0.26678507309406996, "loss_maskiou": 0.005180380852834787, "loss_sem_seg": 0.2997070369310677, "lr": 0.01, "mask_rcnn/accuracy": 0.8968418166968846, "mask_rcnn/false_negative": 0.08195607687788024, "mask_rcnn/false_positive": 0.11149349379241238, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7860050210729241, "total_loss": 1.6396673496928997} {"data_time": 0.016932492144405842, "eta_seconds": 101405.42635216564, "iteration": 139859, "loss_fcos_cls": 0.2569704066263512, "loss_fcos_ctr": 0.620481438934803, "loss_fcos_loc": 0.1962986271828413, "loss_mask": 0.2621957706287503, "loss_maskiou": 0.005617222021101043, "loss_sem_seg": 0.2941539166495204, "lr": 0.01, "mask_rcnn/accuracy": 0.8748666987286717, "mask_rcnn/false_negative": 0.10918034412865546, "mask_rcnn/false_positive": 0.12794590232163272, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7733871359378099, "total_loss": 1.617251464711444} {"data_time": 0.016416478902101517, "eta_seconds": 101396.76133487932, "iteration": 139879, "loss_fcos_cls": 0.2697470767889172, "loss_fcos_ctr": 0.6205027224496007, "loss_fcos_loc": 0.2012431788025424, "loss_mask": 0.27586699835956097, "loss_maskiou": 0.005413811566540971, "loss_sem_seg": 0.31436030892655253, "lr": 0.01, "mask_rcnn/accuracy": 0.8694121865163976, "mask_rcnn/false_negative": 0.0781745238765254, "mask_rcnn/false_positive": 0.19263039639304275, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.25, "time": 0.7882273960858583, "total_loss": 1.7000955930052442} {"data_time": 0.015504780225455761, "eta_seconds": 101374.25848766416, "iteration": 139899, "loss_fcos_cls": 0.2604054706171155, "loss_fcos_ctr": 0.6204278320074081, "loss_fcos_loc": 0.20324326097033918, "loss_mask": 0.279826900921762, "loss_maskiou": 0.006584834205568768, "loss_sem_seg": 0.3269995441660285, "lr": 0.01, "mask_rcnn/accuracy": 0.8815367422201801, "mask_rcnn/false_negative": 0.08557800362371257, "mask_rcnn/false_positive": 0.14123253596482044, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7816043281927705, "total_loss": 1.6691911809903104} {"data_time": 0.01616157963871956, "eta_seconds": 101331.43638606835, "iteration": 139919, "loss_fcos_cls": 0.27140179136767983, "loss_fcos_ctr": 0.6217304579913616, "loss_fcos_loc": 0.20609754032921046, "loss_mask": 0.274779231287539, "loss_maskiou": 0.005730607656005304, "loss_sem_seg": 0.30747135914862156, "lr": 0.01, "mask_rcnn/accuracy": 0.8724420095907215, "mask_rcnn/false_negative": 0.10199486927066118, "mask_rcnn/false_positive": 0.16404174113206638, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7782479301095009, "total_loss": 1.66919897509797} {"data_time": 0.01867934875190258, "eta_seconds": 101297.85751577653, "iteration": 139939, "loss_fcos_cls": 0.26385788014158607, "loss_fcos_ctr": 0.621536641381681, "loss_fcos_loc": 0.18939756962936372, "loss_mask": 0.2667261641472578, "loss_maskiou": 0.005688068791641854, "loss_sem_seg": 0.30654943408444524, "lr": 0.01, "mask_rcnn/accuracy": 0.863875550220088, "mask_rcnn/false_negative": 0.10258662064906084, "mask_rcnn/false_positive": 0.15796983450354007, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7798462565988302, "total_loss": 1.6287266602448653} {"data_time": 0.016216278076171875, "eta_seconds": 101267.85256962385, "iteration": 139959, "loss_fcos_cls": 0.2581795926671475, "loss_fcos_ctr": 0.6185958860442042, "loss_fcos_loc": 0.19394251686753705, "loss_mask": 0.26205166429281235, "loss_maskiou": 0.005597434763330966, "loss_sem_seg": 0.2668310389854014, "lr": 0.01, "mask_rcnn/accuracy": 0.8899820458074534, "mask_rcnn/false_negative": 0.09551646620633841, "mask_rcnn/false_positive": 0.11997840221580615, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7782381251454353, "total_loss": 1.625205132055271} {"data_time": 0.015547404997050762, "eta_seconds": 101252.27781203669, "iteration": 139979, "loss_fcos_cls": 0.25665337999816984, "loss_fcos_ctr": 0.6211181711405516, "loss_fcos_loc": 0.1985334891360253, "loss_mask": 0.2586265178397298, "loss_maskiou": 0.005403459785156883, "loss_sem_seg": 0.31151036405935884, "lr": 0.01, "mask_rcnn/accuracy": 0.8669671860498323, "mask_rcnn/false_negative": 0.09987043589862558, "mask_rcnn/false_positive": 0.12048905264563338, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7917030937969685, "total_loss": 1.654144031330361} {"data_time": 0.01513198297470808, "eta_seconds": 101207.69593291637, "iteration": 139999, "loss_fcos_cls": 0.280078201321885, "loss_fcos_ctr": 0.6213707393035293, "loss_fcos_loc": 0.20891480112913996, "loss_mask": 0.28266067523509264, "loss_maskiou": 0.0064946540660457686, "loss_sem_seg": 0.2913278844207525, "lr": 0.01, "mask_rcnn/accuracy": 0.8911800193050192, "mask_rcnn/false_negative": 0.09753969057593685, "mask_rcnn/false_positive": 0.1232492893016863, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.771497598849237, "total_loss": 1.7106984970996564} {"data_time": 0.01586624886840582, "eta_seconds": 101206.07302319538, "iteration": 140019, "loss_fcos_cls": 0.27400333154946566, "loss_fcos_ctr": 0.6210511941462755, "loss_fcos_loc": 0.20701479900162667, "loss_mask": 0.2834802269935608, "loss_maskiou": 0.005970971455099061, "loss_sem_seg": 0.30535883642733097, "lr": 0.01, "mask_rcnn/accuracy": 0.8763694608278094, "mask_rcnn/false_negative": 0.09442267290330247, "mask_rcnn/false_positive": 0.15843823249823247, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7808752106502652, "total_loss": 1.7008020522625884} {"data_time": 0.01773168984800577, "eta_seconds": 101190.50058214273, "iteration": 140039, "loss_fcos_cls": 0.27558727737050503, "loss_fcos_ctr": 0.6200796216726303, "loss_fcos_loc": 0.20153504563495517, "loss_mask": 0.2749799760058522, "loss_maskiou": 0.006381755927577615, "loss_sem_seg": 0.3241550198290497, "lr": 0.01, "mask_rcnn/accuracy": 0.8830737892171794, "mask_rcnn/false_negative": 0.085112661734312, "mask_rcnn/false_positive": 0.1377161397525679, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7546559423208237, "total_loss": 1.722490078449482} {"data_time": 0.016404850408434868, "eta_seconds": 101147.26656234544, "iteration": 140059, "loss_fcos_cls": 0.2674920465797186, "loss_fcos_ctr": 0.6192324478179216, "loss_fcos_loc": 0.19768691423814744, "loss_mask": 0.2714780801907182, "loss_maskiou": 0.006449325152061647, "loss_sem_seg": 0.2610843353904784, "lr": 0.01, "mask_rcnn/accuracy": 0.8988542785535267, "mask_rcnn/false_negative": 0.07751485850013613, "mask_rcnn/false_positive": 0.12965338681824956, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.0, "time": 0.7748478092253208, "total_loss": 1.6373514322367555} {"data_time": 0.01638982445001602, "eta_seconds": 101075.71534154098, "iteration": 140079, "loss_fcos_cls": 0.259164328686893, "loss_fcos_ctr": 0.6186503088101745, "loss_fcos_loc": 0.1901153544895351, "loss_mask": 0.2657589418813586, "loss_maskiou": 0.005922671189182438, "loss_sem_seg": 0.26129459613002837, "lr": 0.01, "mask_rcnn/accuracy": 0.888152518645531, "mask_rcnn/false_negative": 0.09759393621998194, "mask_rcnn/false_positive": 0.1389063360614854, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7684273133054376, "total_loss": 1.6033634654595517} {"data_time": 0.015429909341037273, "eta_seconds": 101111.5439746324, "iteration": 140099, "loss_fcos_cls": 0.26908834849018604, "loss_fcos_ctr": 0.6195775158703327, "loss_fcos_loc": 0.19385725574102253, "loss_mask": 0.26842890679836273, "loss_maskiou": 0.005623564080451615, "loss_sem_seg": 0.3160645910538733, "lr": 0.01, "mask_rcnn/accuracy": 0.8599823374882389, "mask_rcnn/false_negative": 0.1195085349856814, "mask_rcnn/false_positive": 0.14796860236728546, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.5, "time": 0.7772915437817574, "total_loss": 1.7018726518240328} {"data_time": 0.015615440905094147, "eta_seconds": 101100.56201186683, "iteration": 140119, "loss_fcos_cls": 0.2823705361224711, "loss_fcos_ctr": 0.623809402808547, "loss_fcos_loc": 0.21957596944412217, "loss_mask": 0.27412748523056507, "loss_maskiou": 0.006631634387304075, "loss_sem_seg": 0.2942138519138098, "lr": 0.01, "mask_rcnn/accuracy": 0.8556906032229965, "mask_rcnn/false_negative": 0.11311925524370665, "mask_rcnn/false_positive": 0.16062298235874284, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7790848137810826, "total_loss": 1.7201631005882518} {"data_time": 0.016376333311200142, "eta_seconds": 101080.40901986696, "iteration": 140139, "loss_fcos_cls": 0.27364108385518193, "loss_fcos_ctr": 0.6210971269756556, "loss_fcos_loc": 0.20272327319253236, "loss_mask": 0.28338627982884645, "loss_maskiou": 0.005873941030586138, "loss_sem_seg": 0.2736749928444624, "lr": 0.01, "mask_rcnn/accuracy": 0.9073698141228322, "mask_rcnn/false_negative": 0.08832447042768629, "mask_rcnn/false_positive": 0.10113044361851387, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.779011769220233, "total_loss": 1.6687273453135276} {"data_time": 0.015463018789887428, "eta_seconds": 101126.510773452, "iteration": 140159, "loss_fcos_cls": 0.26049619307741523, "loss_fcos_ctr": 0.6201038765721023, "loss_fcos_loc": 0.20162695093313232, "loss_mask": 0.2739882878959179, "loss_maskiou": 0.005624264398647938, "loss_sem_seg": 0.2954562669619918, "lr": 0.01, "mask_rcnn/accuracy": 0.8823745702318418, "mask_rcnn/false_negative": 0.07679728666699911, "mask_rcnn/false_positive": 0.1428059376840941, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.75, "time": 0.7808814523741603, "total_loss": 1.636521282569447} {"data_time": 0.018319014459848404, "eta_seconds": 101099.8031406859, "iteration": 140179, "loss_fcos_cls": 0.25925882952287793, "loss_fcos_ctr": 0.6213858285918832, "loss_fcos_loc": 0.2019470473169349, "loss_mask": 0.2685082843527198, "loss_maskiou": 0.00610031917312881, "loss_sem_seg": 0.2980883033014834, "lr": 0.01, "mask_rcnn/accuracy": 0.8637850086843248, "mask_rcnn/false_negative": 0.11261394484192727, "mask_rcnn/false_positive": 0.12685173862873614, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7841897262260318, "total_loss": 1.6898561032612633} {"data_time": 0.016027883626520634, "eta_seconds": 101113.31996485312, "iteration": 140199, "loss_fcos_cls": 0.2540703094564378, "loss_fcos_ctr": 0.6243605040945113, "loss_fcos_loc": 0.20734758593607694, "loss_mask": 0.2810082836076617, "loss_maskiou": 0.006305991802946664, "loss_sem_seg": 0.2985856872983277, "lr": 0.01, "mask_rcnn/accuracy": 0.8805373107630994, "mask_rcnn/false_negative": 0.09513995835140504, "mask_rcnn/false_positive": 0.14647892857992087, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7653012732043862, "total_loss": 1.6866776766546536} {"data_time": 0.01621058490127325, "eta_seconds": 101160.3667530762, "iteration": 140219, "loss_fcos_cls": 0.27185371425002813, "loss_fcos_ctr": 0.623599473387003, "loss_fcos_loc": 0.20876063755713403, "loss_mask": 0.2733599217608571, "loss_maskiou": 0.006137453536211979, "loss_sem_seg": 0.2980431239120662, "lr": 0.01, "mask_rcnn/accuracy": 0.8637233904720025, "mask_rcnn/false_negative": 0.1023360852526721, "mask_rcnn/false_positive": 0.14507321622150687, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.0, "time": 0.7887828685343266, "total_loss": 1.6898232938692672} {"data_time": 0.014439812861382961, "eta_seconds": 101116.23141211085, "iteration": 140239, "loss_fcos_cls": 0.2830511787906289, "loss_fcos_ctr": 0.6228711805306375, "loss_fcos_loc": 0.2119335327297449, "loss_mask": 0.2894390830770135, "loss_maskiou": 0.006236776534933597, "loss_sem_seg": 0.335948487278074, "lr": 0.01, "mask_rcnn/accuracy": 0.8818221970465205, "mask_rcnn/false_negative": 0.0809168251353769, "mask_rcnn/false_positive": 0.15917736091944573, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.75, "time": 0.7799507630988955, "total_loss": 1.742190096687409} {"data_time": 0.01614514645189047, "eta_seconds": 101080.3744044844, "iteration": 140259, "loss_fcos_cls": 0.26317788986489177, "loss_fcos_ctr": 0.6209298111498356, "loss_fcos_loc": 0.1975176038686186, "loss_mask": 0.2782620107755065, "loss_maskiou": 0.005992638849420473, "loss_sem_seg": 0.30440626572817564, "lr": 0.01, "mask_rcnn/accuracy": 0.890751640964226, "mask_rcnn/false_negative": 0.09480994158838188, "mask_rcnn/false_positive": 0.16251375429557585, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.765977275557816, "total_loss": 1.6719763526634779} {"data_time": 0.014882568269968033, "eta_seconds": 101051.00098736305, "iteration": 140279, "loss_fcos_cls": 0.27082616882398725, "loss_fcos_ctr": 0.6194368591532111, "loss_fcos_loc": 0.2042165722232312, "loss_mask": 0.280476788058877, "loss_maskiou": 0.006063206194085069, "loss_sem_seg": 0.2908694949001074, "lr": 0.01, "mask_rcnn/accuracy": 0.863509078245604, "mask_rcnn/false_negative": 0.09782226466085499, "mask_rcnn/false_positive": 0.1767075030680713, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.75, "time": 0.7624637326225638, "total_loss": 1.6712619550453383} {"data_time": 0.015711971558630466, "eta_seconds": 101035.42124299053, "iteration": 140299, "loss_fcos_cls": 0.2637924016453326, "loss_fcos_ctr": 0.6215263158082962, "loss_fcos_loc": 0.19653286028187722, "loss_mask": 0.2734136898070574, "loss_maskiou": 0.006514663444249891, "loss_sem_seg": 0.299901579041034, "lr": 0.01, "mask_rcnn/accuracy": 0.8953849499569942, "mask_rcnn/false_negative": 0.09077413365588077, "mask_rcnn/false_positive": 0.13104546559155308, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.5, "time": 0.7695409245789051, "total_loss": 1.6493962905005901} {"data_time": 0.016457317396998405, "eta_seconds": 100990.77630804945, "iteration": 140319, "loss_fcos_cls": 0.2788546353112906, "loss_fcos_ctr": 0.6244757967069745, "loss_fcos_loc": 0.2092839980032295, "loss_mask": 0.2799695283174515, "loss_maskiou": 0.005625762554700486, "loss_sem_seg": 0.3093097982928157, "lr": 0.01, "mask_rcnn/accuracy": 0.892383969716919, "mask_rcnn/false_negative": 0.10109738880482069, "mask_rcnn/false_positive": 0.1229183923986146, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7736062938347459, "total_loss": 1.7086352233600337} {"data_time": 0.01569095440208912, "eta_seconds": 100928.41139358375, "iteration": 140339, "loss_fcos_cls": 0.28508485201746225, "loss_fcos_ctr": 0.622592247556895, "loss_fcos_loc": 0.19869279232807457, "loss_mask": 0.28176620323210955, "loss_maskiou": 0.006220462775672786, "loss_sem_seg": 0.30686747981235385, "lr": 0.01, "mask_rcnn/accuracy": 0.8749403885265445, "mask_rcnn/false_negative": 0.10004941349685711, "mask_rcnn/false_positive": 0.1462000822892284, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7665703687816858, "total_loss": 1.6997555256457417} {"data_time": 0.015916137024760246, "eta_seconds": 100892.8399073258, "iteration": 140359, "loss_fcos_cls": 0.28495166811626405, "loss_fcos_ctr": 0.6213226225227118, "loss_fcos_loc": 0.1995945965172723, "loss_mask": 0.2668320550583303, "loss_maskiou": 0.00604457434383221, "loss_sem_seg": 0.2831117007881403, "lr": 0.01, "mask_rcnn/accuracy": 0.8921633426097711, "mask_rcnn/false_negative": 0.08956762010791519, "mask_rcnn/false_positive": 0.13333783364809182, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.775825840421021, "total_loss": 1.6508175967246643} {"data_time": 0.016236089169979095, "eta_seconds": 100897.27530443016, "iteration": 140379, "loss_fcos_cls": 0.2619165712967515, "loss_fcos_ctr": 0.622606635093689, "loss_fcos_loc": 0.20807344047352672, "loss_mask": 0.2807307653129101, "loss_maskiou": 0.005983326816931367, "loss_sem_seg": 0.29727436415851116, "lr": 0.01, "mask_rcnn/accuracy": 0.8957717111629134, "mask_rcnn/false_negative": 0.08630383163793509, "mask_rcnn/false_positive": 0.1532924545202532, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7797671230509877, "total_loss": 1.6748107268795138} {"data_time": 0.016473990865051746, "eta_seconds": 100881.70725985337, "iteration": 140399, "loss_fcos_cls": 0.2815154797863215, "loss_fcos_ctr": 0.6194334756582975, "loss_fcos_loc": 0.20212766923941672, "loss_mask": 0.2661645095795393, "loss_maskiou": 0.004921556137560401, "loss_sem_seg": 0.28167993668466806, "lr": 0.01, "mask_rcnn/accuracy": 0.8637129611459968, "mask_rcnn/false_negative": 0.11166395183754352, "mask_rcnn/false_positive": 0.13516345068321145, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7836169973015785, "total_loss": 1.6530184660077794} {"data_time": 0.016875404864549637, "eta_seconds": 100898.9955350617, "iteration": 140419, "loss_fcos_cls": 0.2620872841216624, "loss_fcos_ctr": 0.6188750667497516, "loss_fcos_loc": 0.19703780952841043, "loss_mask": 0.2796844420954585, "loss_maskiou": 0.005891337859793566, "loss_sem_seg": 0.2799990624189377, "lr": 0.01, "mask_rcnn/accuracy": 0.8882974559686889, "mask_rcnn/false_negative": 0.08029296582294146, "mask_rcnn/false_positive": 0.16185883637455586, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 26.5, "time": 0.7798206890001893, "total_loss": 1.628761888750887} {"data_time": 0.015948275104165077, "eta_seconds": 100918.14527304098, "iteration": 140439, "loss_fcos_cls": 0.2619957177666947, "loss_fcos_ctr": 0.6218225145712495, "loss_fcos_loc": 0.2070539128035307, "loss_mask": 0.2764297164976597, "loss_maskiou": 0.006032412653439678, "loss_sem_seg": 0.26938464818522334, "lr": 0.01, "mask_rcnn/accuracy": 0.8760981509570018, "mask_rcnn/false_negative": 0.0939397211779003, "mask_rcnn/false_positive": 0.141797784418407, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.0, "time": 0.7832976868376136, "total_loss": 1.6505427668016637} {"data_time": 0.018104360438883305, "eta_seconds": 100925.9076391533, "iteration": 140459, "loss_fcos_cls": 0.2704018352087587, "loss_fcos_ctr": 0.6242524459958076, "loss_fcos_loc": 0.20794718922115862, "loss_mask": 0.28118204697966576, "loss_maskiou": 0.005775373094365932, "loss_sem_seg": 0.30405726889148355, "lr": 0.01, "mask_rcnn/accuracy": 0.8778508487170054, "mask_rcnn/false_negative": 0.08992824808877431, "mask_rcnn/false_positive": 0.14208077584883, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.0, "time": 0.7863177722319961, "total_loss": 1.6962919862780836} {"data_time": 0.017154818400740623, "eta_seconds": 100910.32555971295, "iteration": 140479, "loss_fcos_cls": 0.26040263334289193, "loss_fcos_ctr": 0.6257813479751348, "loss_fcos_loc": 0.2155620416160673, "loss_mask": 0.2729978375136852, "loss_maskiou": 0.00626904855016619, "loss_sem_seg": 0.2930629113689065, "lr": 0.01, "mask_rcnn/accuracy": 0.8741810854776693, "mask_rcnn/false_negative": 0.09456032220513338, "mask_rcnn/false_positive": 0.13264469995017691, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 29.5, "time": 0.7862558392807841, "total_loss": 1.6932871762983268} {"data_time": 0.01549583487212658, "eta_seconds": 100873.1809623884, "iteration": 140499, "loss_fcos_cls": 0.24640873866155744, "loss_fcos_ctr": 0.6215731776319444, "loss_fcos_loc": 0.19602489133831114, "loss_mask": 0.27354077622294426, "loss_maskiou": 0.005701026690076105, "loss_sem_seg": 0.28788659209385514, "lr": 0.01, "mask_rcnn/accuracy": 0.8879245345679255, "mask_rcnn/false_negative": 0.08217507350223327, "mask_rcnn/false_positive": 0.15628963743846552, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7764343842864037, "total_loss": 1.6338160272716777} {"data_time": 0.017977572046220303, "eta_seconds": 100928.57257078402, "iteration": 140519, "loss_fcos_cls": 0.25277455570176244, "loss_fcos_ctr": 0.6197077175602317, "loss_fcos_loc": 0.19133126235101372, "loss_mask": 0.2715047802776098, "loss_maskiou": 0.005413824666902656, "loss_sem_seg": 0.27946156868711114, "lr": 0.01, "mask_rcnn/accuracy": 0.8693760412328196, "mask_rcnn/false_negative": 0.10798947547209357, "mask_rcnn/false_positive": 0.14263206089800393, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7901272978633642, "total_loss": 1.6433474596851738} {"data_time": 0.019341809675097466, "eta_seconds": 100912.98285915516, "iteration": 140539, "loss_fcos_cls": 0.25508278456982225, "loss_fcos_ctr": 0.6207185639068484, "loss_fcos_loc": 0.20107296924106777, "loss_mask": 0.26985478587448597, "loss_maskiou": 0.005851146357599646, "loss_sem_seg": 0.27948927972465754, "lr": 0.01, "mask_rcnn/accuracy": 0.8640655451938322, "mask_rcnn/false_negative": 0.09181721101464145, "mask_rcnn/false_positive": 0.16616736039330932, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.0, "time": 0.780637021176517, "total_loss": 1.6570152057392988} {"data_time": 0.016243561170995235, "eta_seconds": 100943.30077994987, "iteration": 140559, "loss_fcos_cls": 0.25876370375044644, "loss_fcos_ctr": 0.622963709756732, "loss_fcos_loc": 0.19781982223503292, "loss_mask": 0.26740424428135157, "loss_maskiou": 0.005500976636540145, "loss_sem_seg": 0.3077383916825056, "lr": 0.01, "mask_rcnn/accuracy": 0.8890368381646471, "mask_rcnn/false_negative": 0.08466276896425967, "mask_rcnn/false_positive": 0.13424726914384016, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.5, "time": 0.7827738774940372, "total_loss": 1.659964258011314} {"data_time": 0.015522092580795288, "eta_seconds": 100905.86887403298, "iteration": 140579, "loss_fcos_cls": 0.2602182924747467, "loss_fcos_ctr": 0.6212886543944478, "loss_fcos_loc": 0.19764811336062849, "loss_mask": 0.2862382521852851, "loss_maskiou": 0.006646401627222076, "loss_sem_seg": 0.29255577828735113, "lr": 0.01, "mask_rcnn/accuracy": 0.8693946363306168, "mask_rcnn/false_negative": 0.09348330384061773, "mask_rcnn/false_positive": 0.18045555340942063, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7769317002967, "total_loss": 1.7031672053853981} {"data_time": 0.015084674581885338, "eta_seconds": 100815.9805665221, "iteration": 140599, "loss_fcos_cls": 0.2476465583895333, "loss_fcos_ctr": 0.6186100132763386, "loss_fcos_loc": 0.19790351204574108, "loss_mask": 0.27717213798314333, "loss_maskiou": 0.006063666281988844, "loss_sem_seg": 0.28945227805525064, "lr": 0.01, "mask_rcnn/accuracy": 0.8793567426970789, "mask_rcnn/false_negative": 0.09568371522447655, "mask_rcnn/false_positive": 0.17283476566437428, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.75, "time": 0.7702183807268739, "total_loss": 1.6477027795335744} {"data_time": 0.017360522411763668, "eta_seconds": 100800.39861884527, "iteration": 140619, "loss_fcos_cls": 0.2633723262697458, "loss_fcos_ctr": 0.6196658601984382, "loss_fcos_loc": 0.19767385604791343, "loss_mask": 0.291226870380342, "loss_maskiou": 0.006198287155712023, "loss_sem_seg": 0.28697181050665677, "lr": 0.01, "mask_rcnn/accuracy": 0.8735721832022852, "mask_rcnn/false_negative": 0.12031267115918969, "mask_rcnn/false_positive": 0.13058059397997385, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7761766677722335, "total_loss": 1.6769804275245406} {"data_time": 0.014867562800645828, "eta_seconds": 100729.9542985009, "iteration": 140639, "loss_fcos_cls": 0.26171623927075416, "loss_fcos_ctr": 0.622101386077702, "loss_fcos_loc": 0.20140734734013677, "loss_mask": 0.27130558900535107, "loss_maskiou": 0.005995388339215424, "loss_sem_seg": 0.2932217218913138, "lr": 0.01, "mask_rcnn/accuracy": 0.8929155448769698, "mask_rcnn/false_negative": 0.09051097324456567, "mask_rcnn/false_positive": 0.13367602978338985, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7710609780624509, "total_loss": 1.6954800177190918} {"data_time": 0.015798106789588928, "eta_seconds": 100769.2347234916, "iteration": 140659, "loss_fcos_cls": 0.2653340073302388, "loss_fcos_ctr": 0.6221321895718575, "loss_fcos_loc": 0.19487001793459058, "loss_mask": 0.26580199878662825, "loss_maskiou": 0.005658232359564863, "loss_sem_seg": 0.2738348385319114, "lr": 0.01, "mask_rcnn/accuracy": 0.8928539540816327, "mask_rcnn/false_negative": 0.09486049165024375, "mask_rcnn/false_positive": 0.13957590972511597, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.0, "time": 0.7856564894318581, "total_loss": 1.6225448793629766} {"data_time": 0.01631654053926468, "eta_seconds": 100810.23082797322, "iteration": 140679, "loss_fcos_cls": 0.25334746087901294, "loss_fcos_ctr": 0.6234533786773682, "loss_fcos_loc": 0.20024257176555693, "loss_mask": 0.279199693351984, "loss_maskiou": 0.0059080757782794535, "loss_sem_seg": 0.2918338500894606, "lr": 0.01, "mask_rcnn/accuracy": 0.8683759369622213, "mask_rcnn/false_negative": 0.09122742873522247, "mask_rcnn/false_positive": 0.1669570736240859, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.786094787530601, "total_loss": 1.6499747506604763} {"data_time": 0.01590115576982498, "eta_seconds": 100718.65186773892, "iteration": 140699, "loss_fcos_cls": 0.2643583416938782, "loss_fcos_ctr": 0.6237785969860852, "loss_fcos_loc": 0.20923928590491414, "loss_mask": 0.2745340634137392, "loss_maskiou": 0.005256802702206187, "loss_sem_seg": 0.28849607100710273, "lr": 0.01, "mask_rcnn/accuracy": 0.8822837208165173, "mask_rcnn/false_negative": 0.09996271796451384, "mask_rcnn/false_positive": 0.16339912774067022, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7764604240655899, "total_loss": 1.6578169648055336} {"data_time": 0.015822358429431915, "eta_seconds": 100752.89997647051, "iteration": 140719, "loss_fcos_cls": 0.25896731740795076, "loss_fcos_ctr": 0.6215246096253395, "loss_fcos_loc": 0.20294176938477904, "loss_mask": 0.27494289726018906, "loss_maskiou": 0.00587096500385087, "loss_sem_seg": 0.2628601361066103, "lr": 0.01, "mask_rcnn/accuracy": 0.8684919143095835, "mask_rcnn/false_negative": 0.08547533147801605, "mask_rcnn/false_positive": 0.13763938712697937, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7863086331635714, "total_loss": 1.6345306787552545} {"data_time": 0.017007485032081604, "eta_seconds": 100782.30070809368, "iteration": 140739, "loss_fcos_cls": 0.2495829282561317, "loss_fcos_ctr": 0.6197020849213004, "loss_fcos_loc": 0.19228166644461453, "loss_mask": 0.285279274918139, "loss_maskiou": 0.005427111900644377, "loss_sem_seg": 0.273889988893643, "lr": 0.01, "mask_rcnn/accuracy": 0.8726793879144163, "mask_rcnn/false_negative": 0.1010957195637748, "mask_rcnn/false_positive": 0.14610859225172984, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.5, "time": 0.7963230637833476, "total_loss": 1.6216605608642567} {"data_time": 0.017816641367971897, "eta_seconds": 100729.93665225245, "iteration": 140759, "loss_fcos_cls": 0.24587779096327722, "loss_fcos_ctr": 0.6180104073137045, "loss_fcos_loc": 0.1948424696456641, "loss_mask": 0.2665158240124583, "loss_maskiou": 0.005172037577722222, "loss_sem_seg": 0.26818840112537146, "lr": 0.01, "mask_rcnn/accuracy": 0.8879653423869548, "mask_rcnn/false_negative": 0.0914467530919722, "mask_rcnn/false_positive": 0.12220751050065125, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7557212067767978, "total_loss": 1.6066701640811516} {"data_time": 0.017856567166745663, "eta_seconds": 100656.33609176334, "iteration": 140779, "loss_fcos_cls": 0.2541375864529982, "loss_fcos_ctr": 0.6215515364892781, "loss_fcos_loc": 0.19956576428376138, "loss_mask": 0.2916434910148382, "loss_maskiou": 0.006397486366040539, "loss_sem_seg": 0.23907414637506008, "lr": 0.01, "mask_rcnn/accuracy": 0.8706350280010995, "mask_rcnn/false_negative": 0.099827736964115, "mask_rcnn/false_positive": 0.2099184250004497, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7731842137873173, "total_loss": 1.6216977883013897} {"data_time": 0.01586719509214163, "eta_seconds": 100627.2986027766, "iteration": 140799, "loss_fcos_cls": 0.25624202960170805, "loss_fcos_ctr": 0.6185744209215045, "loss_fcos_loc": 0.1925834659487009, "loss_mask": 0.2777380757033825, "loss_maskiou": 0.005601617660431657, "loss_sem_seg": 0.26706924056634307, "lr": 0.01, "mask_rcnn/accuracy": 0.8865597364399141, "mask_rcnn/false_negative": 0.09958211214108678, "mask_rcnn/false_positive": 0.13400531957423956, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7629999555647373, "total_loss": 1.6090089444551268} {"data_time": 0.016038747504353523, "eta_seconds": 100611.72174213268, "iteration": 140819, "loss_fcos_cls": 0.2502867393195629, "loss_fcos_ctr": 0.6183270546607673, "loss_fcos_loc": 0.19516314147040248, "loss_mask": 0.26882184762507677, "loss_maskiou": 0.005712273021345027, "loss_sem_seg": 0.2754303601104766, "lr": 0.01, "mask_rcnn/accuracy": 0.8843027210884353, "mask_rcnn/false_negative": 0.09798074695765509, "mask_rcnn/false_positive": 0.12689719340943229, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.5, "time": 0.778042072430253, "total_loss": 1.6301942951686215} {"data_time": 0.01471905130892992, "eta_seconds": 100609.59925978165, "iteration": 140839, "loss_fcos_cls": 0.25634545646607876, "loss_fcos_ctr": 0.6209744545631111, "loss_fcos_loc": 0.20002291246782988, "loss_mask": 0.2732058744877577, "loss_maskiou": 0.006058321538148448, "loss_sem_seg": 0.28139746375381947, "lr": 0.01, "mask_rcnn/accuracy": 0.8922126745435016, "mask_rcnn/false_negative": 0.10048086822689598, "mask_rcnn/false_positive": 0.1273192997013607, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.25, "time": 0.8008421091362834, "total_loss": 1.656582993477059} {"data_time": 0.016517505049705505, "eta_seconds": 100651.99703815766, "iteration": 140859, "loss_fcos_cls": 0.2580721820704639, "loss_fcos_ctr": 0.6176382014527917, "loss_fcos_loc": 0.1988647612161003, "loss_mask": 0.26052754651755095, "loss_maskiou": 0.005814078074763529, "loss_sem_seg": 0.25762272672727704, "lr": 0.01, "mask_rcnn/accuracy": 0.9073838788762258, "mask_rcnn/false_negative": 0.08149154111599415, "mask_rcnn/false_positive": 0.121079867101783, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.5, "time": 0.7867737067863345, "total_loss": 1.603691077158146} {"data_time": 0.015321231447160244, "eta_seconds": 100578.44137179386, "iteration": 140879, "loss_fcos_cls": 0.24994416045956314, "loss_fcos_ctr": 0.6222580093890429, "loss_fcos_loc": 0.19809579756110907, "loss_mask": 0.27187294140458107, "loss_maskiou": 0.005204576664255001, "loss_sem_seg": 0.29176412150263786, "lr": 0.01, "mask_rcnn/accuracy": 0.8818197256755751, "mask_rcnn/false_negative": 0.11767585679306447, "mask_rcnn/false_positive": 0.14114699615014925, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.25, "time": 0.7830813638865948, "total_loss": 1.6347032613412011} {"data_time": 0.017204646952450275, "eta_seconds": 100562.86242779996, "iteration": 140899, "loss_fcos_cls": 0.264818811789155, "loss_fcos_ctr": 0.622258166782558, "loss_fcos_loc": 0.1982753649353981, "loss_mask": 0.272865591570735, "loss_maskiou": 0.005819811631226912, "loss_sem_seg": 0.27488288283348083, "lr": 0.01, "mask_rcnn/accuracy": 0.8683506685194403, "mask_rcnn/false_negative": 0.08944922876792713, "mask_rcnn/false_positive": 0.16615142779860495, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7745244484394789, "total_loss": 1.6360604526707903} {"data_time": 0.018036197870969772, "eta_seconds": 100524.04608213343, "iteration": 140919, "loss_fcos_cls": 0.24545580032281578, "loss_fcos_ctr": 0.6214830838143826, "loss_fcos_loc": 0.19912063307128847, "loss_mask": 0.2594149485230446, "loss_maskiou": 0.0054684894712409005, "loss_sem_seg": 0.273114105919376, "lr": 0.01, "mask_rcnn/accuracy": 0.8871804599368451, "mask_rcnn/false_negative": 0.08874403651991863, "mask_rcnn/false_positive": 0.14810965221945677, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.25, "time": 0.7479211119934916, "total_loss": 1.6025603647867683} {"data_time": 0.014470065012574196, "eta_seconds": 100518.26057826914, "iteration": 140939, "loss_fcos_cls": 0.23286723485216498, "loss_fcos_ctr": 0.6197762978263199, "loss_fcos_loc": 0.19577066984493285, "loss_mask": 0.2671109833754599, "loss_maskiou": 0.005558665605349233, "loss_sem_seg": 0.26696172915399075, "lr": 0.01, "mask_rcnn/accuracy": 0.8739617940199336, "mask_rcnn/false_negative": 0.11125180677543904, "mask_rcnn/false_positive": 0.163229274037167, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7862930977717042, "total_loss": 1.5895753705262905} {"data_time": 0.015922912396490574, "eta_seconds": 100508.79408834688, "iteration": 140959, "loss_fcos_cls": 0.2596516839694232, "loss_fcos_ctr": 0.6189753357321024, "loss_fcos_loc": 0.19392556184902787, "loss_mask": 0.29083821550011635, "loss_maskiou": 0.006533606836455874, "loss_sem_seg": 0.2977812043391168, "lr": 0.01, "mask_rcnn/accuracy": 0.8736245160052635, "mask_rcnn/false_negative": 0.10810440632391724, "mask_rcnn/false_positive": 0.14997512440904237, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.780801372602582, "total_loss": 1.6799386622442398} {"data_time": 0.016929089091718197, "eta_seconds": 100487.10685698129, "iteration": 140979, "loss_fcos_cls": 0.2615557673852891, "loss_fcos_ctr": 0.6204775273799896, "loss_fcos_loc": 0.20240937895141542, "loss_mask": 0.27456694282591343, "loss_maskiou": 0.00585814229270909, "loss_sem_seg": 0.2777711236849427, "lr": 0.01, "mask_rcnn/accuracy": 0.8935296846011131, "mask_rcnn/false_negative": 0.1046970334142365, "mask_rcnn/false_positive": 0.10424632439287895, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7704284656792879, "total_loss": 1.6474576243854244} {"data_time": 0.016565022990107536, "eta_seconds": 100477.63847297244, "iteration": 140999, "loss_fcos_cls": 0.25591385015286505, "loss_fcos_ctr": 0.6199112962931395, "loss_fcos_loc": 0.20207498129457235, "loss_mask": 0.27292629703879356, "loss_maskiou": 0.005680349298927467, "loss_sem_seg": 0.2809946513734758, "lr": 0.01, "mask_rcnn/accuracy": 0.8757807668521954, "mask_rcnn/false_negative": 0.09256801539156159, "mask_rcnn/false_positive": 0.1408080639278289, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7769116377457976, "total_loss": 1.6480892961117206} {"data_time": 0.0173400966450572, "eta_seconds": 100441.3930369243, "iteration": 141019, "loss_fcos_cls": 0.2691206082236022, "loss_fcos_ctr": 0.6219017002731562, "loss_fcos_loc": 0.2048479247605428, "loss_mask": 0.27969358721747994, "loss_maskiou": 0.0065318214110448025, "loss_sem_seg": 0.27155134081840515, "lr": 0.01, "mask_rcnn/accuracy": 0.8600470285585256, "mask_rcnn/false_negative": 0.08965124912758266, "mask_rcnn/false_positive": 0.16235303279975485, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.25, "time": 0.7630761237815022, "total_loss": 1.6795469194767065} {"data_time": 0.016436253674328327, "eta_seconds": 100446.48285759799, "iteration": 141039, "loss_fcos_cls": 0.26562819816172123, "loss_fcos_ctr": 0.6205954942852259, "loss_fcos_loc": 0.19884851347887889, "loss_mask": 0.26758901216089725, "loss_maskiou": 0.005680365473381244, "loss_sem_seg": 0.30198464868590236, "lr": 0.01, "mask_rcnn/accuracy": 0.8711645497359783, "mask_rcnn/false_negative": 0.10269911678022789, "mask_rcnn/false_positive": 0.14282347925087452, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.5, "time": 0.7868544766679406, "total_loss": 1.6766264358739136} {"data_time": 0.0161387762054801, "eta_seconds": 100498.59721867461, "iteration": 141059, "loss_fcos_cls": 0.2548869806341827, "loss_fcos_ctr": 0.6212281761690974, "loss_fcos_loc": 0.1970651374431327, "loss_mask": 0.2646607323549688, "loss_maskiou": 0.005618789655272849, "loss_sem_seg": 0.2744402470998466, "lr": 0.01, "mask_rcnn/accuracy": 0.888328796920554, "mask_rcnn/false_negative": 0.08646774387545103, "mask_rcnn/false_positive": 0.13800686372392573, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.7808477506041527, "total_loss": 1.6442638346306921} {"data_time": 0.015486251562833786, "eta_seconds": 100537.7838540487, "iteration": 141079, "loss_fcos_cls": 0.25292417604941875, "loss_fcos_ctr": 0.6214382937178016, "loss_fcos_loc": 0.19536403298843652, "loss_mask": 0.2850037394091487, "loss_maskiou": 0.005984693591017276, "loss_sem_seg": 0.3170197755098343, "lr": 0.01, "mask_rcnn/accuracy": 0.8696666166466587, "mask_rcnn/false_negative": 0.10613305774712446, "mask_rcnn/false_positive": 0.16315224402602535, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.5, "time": 0.7836227379739285, "total_loss": 1.6849737798474962} {"data_time": 0.016651825048029423, "eta_seconds": 100506.21640882362, "iteration": 141099, "loss_fcos_cls": 0.2591456234222278, "loss_fcos_ctr": 0.620602305047214, "loss_fcos_loc": 0.19127355079399422, "loss_mask": 0.2763946857303381, "loss_maskiou": 0.0055753327142156195, "loss_sem_seg": 0.27711274311877787, "lr": 0.01, "mask_rcnn/accuracy": 0.8824218444561733, "mask_rcnn/false_negative": 0.09494794843651622, "mask_rcnn/false_positive": 0.14122831256965934, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7752474490553141, "total_loss": 1.6207940244858037} {"data_time": 0.015198128297924995, "eta_seconds": 100476.59840205126, "iteration": 141119, "loss_fcos_cls": 0.26718741352669895, "loss_fcos_ctr": 0.6191076217219234, "loss_fcos_loc": 0.2088719040621072, "loss_mask": 0.29209426790475845, "loss_maskiou": 0.005944265867583454, "loss_sem_seg": 0.28814204409718513, "lr": 0.01, "mask_rcnn/accuracy": 0.8640417865864294, "mask_rcnn/false_negative": 0.11637177092743366, "mask_rcnn/false_positive": 0.1528221170305769, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.773286041803658, "total_loss": 1.6651135398860788} {"data_time": 0.018495898693799973, "eta_seconds": 100436.2439890774, "iteration": 141139, "loss_fcos_cls": 0.25941152789164335, "loss_fcos_ctr": 0.6227736044675112, "loss_fcos_loc": 0.20918443505070172, "loss_mask": 0.2730833450332284, "loss_maskiou": 0.0059710962159442715, "loss_sem_seg": 0.2728723678737879, "lr": 0.01, "mask_rcnn/accuracy": 0.9092842155221942, "mask_rcnn/false_negative": 0.08551962083616402, "mask_rcnn/false_positive": 0.11495129200832543, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7721661003306508, "total_loss": 1.6363166816081502} {"data_time": 0.015347870998084545, "eta_seconds": 100346.91511118598, "iteration": 141159, "loss_fcos_cls": 0.2529223293531686, "loss_fcos_ctr": 0.6185170784592628, "loss_fcos_loc": 0.20076284580864012, "loss_mask": 0.2793908230960369, "loss_maskiou": 0.00603213143767789, "loss_sem_seg": 0.26133269537240267, "lr": 0.01, "mask_rcnn/accuracy": 0.8677515515201584, "mask_rcnn/false_negative": 0.11620413905452019, "mask_rcnn/false_positive": 0.15555747611168047, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.75, "time": 0.7635526703670621, "total_loss": 1.6463752870986355} {"data_time": 0.017245200462639332, "eta_seconds": 100385.28691657633, "iteration": 141179, "loss_fcos_cls": 0.25700657069683075, "loss_fcos_ctr": 0.6212119143456221, "loss_fcos_loc": 0.2055300431966316, "loss_mask": 0.27711812034249306, "loss_maskiou": 0.006289071105129551, "loss_sem_seg": 0.2612676974385977, "lr": 0.01, "mask_rcnn/accuracy": 0.878361052213093, "mask_rcnn/false_negative": 0.10275940744826785, "mask_rcnn/false_positive": 0.12765688654412508, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.0, "time": 0.787519914098084, "total_loss": 1.6471367801204906} {"data_time": 0.015484858304262161, "eta_seconds": 100389.47906687949, "iteration": 141199, "loss_fcos_cls": 0.25410902593284845, "loss_fcos_ctr": 0.6208164347335696, "loss_fcos_loc": 0.19314954220317304, "loss_mask": 0.2723717326298356, "loss_maskiou": 0.0064645019883755594, "loss_sem_seg": 0.3093523746356368, "lr": 0.01, "mask_rcnn/accuracy": 0.8878863148130065, "mask_rcnn/false_negative": 0.07815191027894336, "mask_rcnn/false_positive": 0.17680936736976427, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.775821890681982, "total_loss": 1.6654749442604952} {"data_time": 0.016965624876320362, "eta_seconds": 100330.36370937154, "iteration": 141219, "loss_fcos_cls": 0.2553462446667254, "loss_fcos_ctr": 0.6188754579052329, "loss_fcos_loc": 0.20026093465276062, "loss_mask": 0.2821325669065118, "loss_maskiou": 0.006158908712677658, "loss_sem_seg": 0.29536619409918785, "lr": 0.01, "mask_rcnn/accuracy": 0.8631101190476191, "mask_rcnn/false_negative": 0.1063855124600328, "mask_rcnn/false_positive": 0.17118593947849295, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.75, "time": 0.7881906786933541, "total_loss": 1.6672986471530749} {"data_time": 0.018199251033365726, "eta_seconds": 100295.44430086855, "iteration": 141239, "loss_fcos_cls": 0.260173668153584, "loss_fcos_ctr": 0.6210182951763272, "loss_fcos_loc": 0.20883543975651264, "loss_mask": 0.2793171489611268, "loss_maskiou": 0.0059563096838246565, "loss_sem_seg": 0.26654152665287256, "lr": 0.01, "mask_rcnn/accuracy": 0.8711929241063254, "mask_rcnn/false_negative": 0.09433451645062041, "mask_rcnn/false_positive": 0.1474787416361475, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.25, "time": 0.7774325320497155, "total_loss": 1.6373978140036343} {"data_time": 0.0160146402195096, "eta_seconds": 100311.33659171127, "iteration": 141259, "loss_fcos_cls": 0.2646919381804764, "loss_fcos_ctr": 0.621151430066675, "loss_fcos_loc": 0.20583406009245664, "loss_mask": 0.2819017916917801, "loss_maskiou": 0.005841650432557799, "loss_sem_seg": 0.30840170197188854, "lr": 0.01, "mask_rcnn/accuracy": 0.8866290942713462, "mask_rcnn/false_negative": 0.10208709500951363, "mask_rcnn/false_positive": 0.14129231074610354, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7820783657953143, "total_loss": 1.6832089360468672} {"data_time": 0.01785511989146471, "eta_seconds": 100357.62985964678, "iteration": 141279, "loss_fcos_cls": 0.26865816838108003, "loss_fcos_ctr": 0.6197767574340105, "loss_fcos_loc": 0.1997396929655224, "loss_mask": 0.27139481622725725, "loss_maskiou": 0.005578610565862618, "loss_sem_seg": 0.2561074076220393, "lr": 0.01, "mask_rcnn/accuracy": 0.8637642415988952, "mask_rcnn/false_negative": 0.08973933473477196, "mask_rcnn/false_positive": 0.15825785159150746, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.75, "time": 0.7997479513287544, "total_loss": 1.6306769506190903} {"data_time": 0.017169387079775333, "eta_seconds": 100342.03681269102, "iteration": 141299, "loss_fcos_cls": 0.26657446986064315, "loss_fcos_ctr": 0.622516043484211, "loss_fcos_loc": 0.20131473906803876, "loss_mask": 0.26901801861822605, "loss_maskiou": 0.005664618453010917, "loss_sem_seg": 0.26323352521285415, "lr": 0.01, "mask_rcnn/accuracy": 0.8899454168241371, "mask_rcnn/false_negative": 0.10583220387519018, "mask_rcnn/false_positive": 0.10947567889905789, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.0, "time": 0.7769505847245455, "total_loss": 1.663581672066357} {"data_time": 0.016372300684452057, "eta_seconds": 100365.55170247238, "iteration": 141319, "loss_fcos_cls": 0.2627283362671733, "loss_fcos_ctr": 0.6197648644447327, "loss_fcos_loc": 0.19904591760132462, "loss_mask": 0.2590614389628172, "loss_maskiou": 0.0053394027236208785, "loss_sem_seg": 0.2877669297158718, "lr": 0.01, "mask_rcnn/accuracy": 0.9061129886737305, "mask_rcnn/false_negative": 0.0751433998858157, "mask_rcnn/false_positive": 0.10480766534661731, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.7865210333839059, "total_loss": 1.631597108556889} {"data_time": 0.019614028744399548, "eta_seconds": 100354.39772132412, "iteration": 141339, "loss_fcos_cls": 0.2580221623647958, "loss_fcos_ctr": 0.6221829764544964, "loss_fcos_loc": 0.20163382485043257, "loss_mask": 0.2822693521156907, "loss_maskiou": 0.006240872047783341, "loss_sem_seg": 0.24832200887612998, "lr": 0.01, "mask_rcnn/accuracy": 0.8798759276437849, "mask_rcnn/false_negative": 0.08366081931492003, "mask_rcnn/false_positive": 0.11883048685324141, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7806174820289016, "total_loss": 1.6436716276493826} {"data_time": 0.015322113409638405, "eta_seconds": 100397.94230567571, "iteration": 141359, "loss_fcos_cls": 0.25874645030125976, "loss_fcos_ctr": 0.622170495800674, "loss_fcos_loc": 0.20134666841477156, "loss_mask": 0.2733535384759307, "loss_maskiou": 0.0058987913726014085, "loss_sem_seg": 0.25374325923621655, "lr": 0.01, "mask_rcnn/accuracy": 0.8854523122380265, "mask_rcnn/false_negative": 0.10211574468982765, "mask_rcnn/false_positive": 0.14334337847677786, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.800740516744554, "total_loss": 1.6525492347282125} {"data_time": 0.01605985127389431, "eta_seconds": 100397.63987873122, "iteration": 141379, "loss_fcos_cls": 0.26491661835461855, "loss_fcos_ctr": 0.6231718761846423, "loss_fcos_loc": 0.20955420704558492, "loss_mask": 0.2859517903998494, "loss_maskiou": 0.006738960786606185, "loss_sem_seg": 0.30964918108657, "lr": 0.01, "mask_rcnn/accuracy": 0.8764568871026671, "mask_rcnn/false_negative": 0.10173321831667152, "mask_rcnn/false_positive": 0.12748809174385073, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.0, "time": 0.7809248398989439, "total_loss": 1.674963112338446} {"data_time": 0.015309832990169525, "eta_seconds": 100438.76797980163, "iteration": 141399, "loss_fcos_cls": 0.26081577804870903, "loss_fcos_ctr": 0.6209203545004129, "loss_fcos_loc": 0.20244406559504569, "loss_mask": 0.27503487188369036, "loss_maskiou": 0.005845604227943113, "loss_sem_seg": 0.27198966103605926, "lr": 0.01, "mask_rcnn/accuracy": 0.8753395108043217, "mask_rcnn/false_negative": 0.0920519559203748, "mask_rcnn/false_positive": 0.1538493575594643, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7844378761947155, "total_loss": 1.626415522841853} {"data_time": 0.015831326134502888, "eta_seconds": 100345.71141522098, "iteration": 141419, "loss_fcos_cls": 0.259564814157784, "loss_fcos_ctr": 0.618015443906188, "loss_fcos_loc": 0.19772813806775957, "loss_mask": 0.27138585690408945, "loss_maskiou": 0.0054781798462499864, "loss_sem_seg": 0.27255159337073565, "lr": 0.01, "mask_rcnn/accuracy": 0.8797583342813838, "mask_rcnn/false_negative": 0.10941205617494981, "mask_rcnn/false_positive": 0.13488723998036783, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7562462529167533, "total_loss": 1.621338210767135} {"data_time": 0.01794874295592308, "eta_seconds": 100350.80570396408, "iteration": 141439, "loss_fcos_cls": 0.2594012909103185, "loss_fcos_ctr": 0.6211241255514324, "loss_fcos_loc": 0.20355974044650793, "loss_mask": 0.276213021017611, "loss_maskiou": 0.005716391824535094, "loss_sem_seg": 0.2727568158879876, "lr": 0.01, "mask_rcnn/accuracy": 0.8922161172161172, "mask_rcnn/false_negative": 0.10609467984035224, "mask_rcnn/false_positive": 0.10755823508754206, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.0, "time": 0.7992194658145308, "total_loss": 1.641109926495119} {"data_time": 0.01592584140598774, "eta_seconds": 100306.76076681353, "iteration": 141459, "loss_fcos_cls": 0.26444438111502677, "loss_fcos_ctr": 0.6181710977107286, "loss_fcos_loc": 0.19961488421540707, "loss_mask": 0.2716986685991287, "loss_maskiou": 0.005748584095272236, "loss_sem_seg": 0.27722303103655577, "lr": 0.01, "mask_rcnn/accuracy": 0.8827875537970291, "mask_rcnn/false_negative": 0.09761654889155724, "mask_rcnn/false_positive": 0.1527360897015414, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7707121856510639, "total_loss": 1.6481357995216968} {"data_time": 0.01523640938103199, "eta_seconds": 100266.45567527693, "iteration": 141479, "loss_fcos_cls": 0.26405503670684993, "loss_fcos_ctr": 0.6217584665864706, "loss_fcos_loc": 0.2062136734602973, "loss_mask": 0.2696827370673418, "loss_maskiou": 0.005408841177995782, "loss_sem_seg": 0.2682302100583911, "lr": 0.01, "mask_rcnn/accuracy": 0.8695117385420541, "mask_rcnn/false_negative": 0.10871883534685647, "mask_rcnn/false_positive": 0.1442235218079322, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.0, "time": 0.7881085742264986, "total_loss": 1.6353784673974587} {"data_time": 0.01571738626807928, "eta_seconds": 100250.85255116876, "iteration": 141499, "loss_fcos_cls": 0.2553977472707629, "loss_fcos_ctr": 0.6188797764480114, "loss_fcos_loc": 0.19838394108228385, "loss_mask": 0.2685319008305669, "loss_maskiou": 0.005418692322564311, "loss_sem_seg": 0.24247664865106344, "lr": 0.01, "mask_rcnn/accuracy": 0.8883171056884293, "mask_rcnn/false_negative": 0.08325660533580723, "mask_rcnn/false_positive": 0.11540169718116555, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.0, "time": 0.7752819014713168, "total_loss": 1.615644646823057} {"data_time": 0.01756981387734413, "eta_seconds": 100204.63535750192, "iteration": 141519, "loss_fcos_cls": 0.2672919360920787, "loss_fcos_ctr": 0.6209479738026857, "loss_fcos_loc": 0.20509109925478697, "loss_mask": 0.2826502248644829, "loss_maskiou": 0.006184038546052761, "loss_sem_seg": 0.27723427047021687, "lr": 0.01, "mask_rcnn/accuracy": 0.8734082661553738, "mask_rcnn/false_negative": 0.09533959778861956, "mask_rcnn/false_positive": 0.15913628804177202, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7791185146197677, "total_loss": 1.6852403088996653} {"data_time": 0.018505290150642395, "eta_seconds": 100189.03699893411, "iteration": 141539, "loss_fcos_cls": 0.26046233624219894, "loss_fcos_ctr": 0.6195208411663771, "loss_fcos_loc": 0.19274895428679883, "loss_mask": 0.2717195665463805, "loss_maskiou": 0.005920496478211135, "loss_sem_seg": 0.27187786903232336, "lr": 0.01, "mask_rcnn/accuracy": 0.8789514057371199, "mask_rcnn/false_negative": 0.09636317411307405, "mask_rcnn/false_positive": 0.14069889123249146, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7803678065538406, "total_loss": 1.6549703995551681} {"data_time": 0.016140351071953773, "eta_seconds": 100173.43864036631, "iteration": 141559, "loss_fcos_cls": 0.2731886652763933, "loss_fcos_ctr": 0.6201097583398223, "loss_fcos_loc": 0.20383904967457056, "loss_mask": 0.2723458958789706, "loss_maskiou": 0.005886675382498652, "loss_sem_seg": 0.2971085091121495, "lr": 0.01, "mask_rcnn/accuracy": 0.8699996856884612, "mask_rcnn/false_negative": 0.11056678002094017, "mask_rcnn/false_positive": 0.1507014274128719, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7823556428775191, "total_loss": 1.658589486964047} {"data_time": 0.017176691442728043, "eta_seconds": 100188.4400547361, "iteration": 141579, "loss_fcos_cls": 0.25966869690455496, "loss_fcos_ctr": 0.6224499735981226, "loss_fcos_loc": 0.20382839918602258, "loss_mask": 0.2673082500696182, "loss_maskiou": 0.0055385120285791345, "loss_sem_seg": 0.2860206919722259, "lr": 0.01, "mask_rcnn/accuracy": 0.9018198797376094, "mask_rcnn/false_negative": 0.09631043344527762, "mask_rcnn/false_positive": 0.1102957725393788, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.7705571288242936, "total_loss": 1.6657476747059263} {"data_time": 0.015984180383384228, "eta_seconds": 100172.83693062793, "iteration": 141599, "loss_fcos_cls": 0.2581043397076428, "loss_fcos_ctr": 0.6212314376607537, "loss_fcos_loc": 0.19785447232425213, "loss_mask": 0.2766492646187544, "loss_maskiou": 0.0056512477531214245, "loss_sem_seg": 0.28294161334633827, "lr": 0.01, "mask_rcnn/accuracy": 0.8842107770074322, "mask_rcnn/false_negative": 0.07080308113470438, "mask_rcnn/false_positive": 0.1638395496152699, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.7760671051219106, "total_loss": 1.6410041981653194} {"data_time": 0.017719349823892117, "eta_seconds": 100181.90502644517, "iteration": 141619, "loss_fcos_cls": 0.261134552070871, "loss_fcos_ctr": 0.6207543723285198, "loss_fcos_loc": 0.19827858183998615, "loss_mask": 0.2726827198639512, "loss_maskiou": 0.00584575162793044, "loss_sem_seg": 0.3108620001003146, "lr": 0.01, "mask_rcnn/accuracy": 0.868233069262418, "mask_rcnn/false_negative": 0.10988557101926794, "mask_rcnn/false_positive": 0.13772544990506333, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.0, "time": 0.7844523312523961, "total_loss": 1.6817973116558278} {"data_time": 0.016273469664156437, "eta_seconds": 100185.51547572389, "iteration": 141639, "loss_fcos_cls": 0.26300204638391733, "loss_fcos_ctr": 0.6216517898719758, "loss_fcos_loc": 0.20221767231123522, "loss_mask": 0.28101598285138607, "loss_maskiou": 0.005861279380042106, "loss_sem_seg": 0.25772630143910646, "lr": 0.01, "mask_rcnn/accuracy": 0.8725055244525984, "mask_rcnn/false_negative": 0.10784530153707937, "mask_rcnn/false_positive": 0.13321759721154314, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 38.5, "time": 0.7895884327590466, "total_loss": 1.6412734433542937} {"data_time": 0.015315563417971134, "eta_seconds": 100123.02504331525, "iteration": 141659, "loss_fcos_cls": 0.25846570264548063, "loss_fcos_ctr": 0.6250922661274672, "loss_fcos_loc": 0.212296033045277, "loss_mask": 0.2830939022824168, "loss_maskiou": 0.006426734064007178, "loss_sem_seg": 0.2814594965893775, "lr": 0.01, "mask_rcnn/accuracy": 0.8600093357993492, "mask_rcnn/false_negative": 0.12257756094077062, "mask_rcnn/false_positive": 0.15708338309169967, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.75, "time": 0.7849338175728917, "total_loss": 1.6610364863445284} {"data_time": 0.017445114441215992, "eta_seconds": 100135.08412380703, "iteration": 141679, "loss_fcos_cls": 0.26409218763001263, "loss_fcos_ctr": 0.6200519893318415, "loss_fcos_loc": 0.1976964958012104, "loss_mask": 0.27600039169192314, "loss_maskiou": 0.006467894316301681, "loss_sem_seg": 0.2768664078321308, "lr": 0.01, "mask_rcnn/accuracy": 0.8838033915042234, "mask_rcnn/false_negative": 0.07887197259468859, "mask_rcnn/false_positive": 0.16094037344245665, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7985055735334754, "total_loss": 1.6351853016385576} {"data_time": 0.01642809435725212, "eta_seconds": 100127.19702198822, "iteration": 141699, "loss_fcos_cls": 0.26787636103108525, "loss_fcos_ctr": 0.6201889384537935, "loss_fcos_loc": 0.19792688032612205, "loss_mask": 0.2731505539268255, "loss_maskiou": 0.005559118733799551, "loss_sem_seg": 0.3150154382456094, "lr": 0.01, "mask_rcnn/accuracy": 0.875779970553036, "mask_rcnn/false_negative": 0.09047891672166161, "mask_rcnn/false_positive": 0.15825323590781148, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.5, "time": 0.7850446971133351, "total_loss": 1.6695022319327109} {"data_time": 0.01623532548546791, "eta_seconds": 100111.58885104302, "iteration": 141719, "loss_fcos_cls": 0.27029931801371276, "loss_fcos_ctr": 0.6193092563189566, "loss_fcos_loc": 0.19678006879985332, "loss_mask": 0.27195854717865586, "loss_maskiou": 0.005652031264617108, "loss_sem_seg": 0.30847585340961814, "lr": 0.01, "mask_rcnn/accuracy": 0.8751316002591513, "mask_rcnn/false_negative": 0.10489848372128488, "mask_rcnn/false_positive": 0.14399627523981617, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.7736924784258008, "total_loss": 1.680323927605059} {"data_time": 0.016476601362228394, "eta_seconds": 100095.98068009783, "iteration": 141739, "loss_fcos_cls": 0.24873613216914237, "loss_fcos_ctr": 0.6211367365904152, "loss_fcos_loc": 0.19900506583508104, "loss_mask": 0.27235426660627127, "loss_maskiou": 0.00572376667696517, "loss_sem_seg": 0.28011607052758336, "lr": 0.01, "mask_rcnn/accuracy": 0.8729585330259064, "mask_rcnn/false_negative": 0.11119786214827933, "mask_rcnn/false_positive": 0.14332382429370968, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.0, "time": 0.8000394143164158, "total_loss": 1.6496538023639005} {"data_time": 0.01665641088038683, "eta_seconds": 100212.18674875516, "iteration": 141759, "loss_fcos_cls": 0.2658711145631969, "loss_fcos_ctr": 0.620838331989944, "loss_fcos_loc": 0.19743084418587387, "loss_mask": 0.26738304179161787, "loss_maskiou": 0.005808795220218599, "loss_sem_seg": 0.2712724176235497, "lr": 0.01, "mask_rcnn/accuracy": 0.8912833914053426, "mask_rcnn/false_negative": 0.08955852857081892, "mask_rcnn/false_positive": 0.13980051126541854, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.80135602876544, "total_loss": 1.6287229786394164} {"data_time": 0.016703346744179726, "eta_seconds": 100220.47579270601, "iteration": 141779, "loss_fcos_cls": 0.260872851125896, "loss_fcos_ctr": 0.6204673135653138, "loss_fcos_loc": 0.20540821074973792, "loss_mask": 0.2719245497137308, "loss_maskiou": 0.005624147921480471, "loss_sem_seg": 0.29583336832001805, "lr": 0.01, "mask_rcnn/accuracy": 0.8870842766710707, "mask_rcnn/false_negative": 0.09674187444229965, "mask_rcnn/false_positive": 0.12464780991016913, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.5, "time": 0.7845841581001878, "total_loss": 1.6610024201581837} {"data_time": 0.016348946839571, "eta_seconds": 100204.84333378077, "iteration": 141799, "loss_fcos_cls": 0.2657787778880447, "loss_fcos_ctr": 0.6186240473762155, "loss_fcos_loc": 0.19237663107924163, "loss_mask": 0.2678649928420782, "loss_maskiou": 0.005576779796683695, "loss_sem_seg": 0.3106389355380088, "lr": 0.01, "mask_rcnn/accuracy": 0.892116728020322, "mask_rcnn/false_negative": 0.09076238047980757, "mask_rcnn/false_positive": 0.13135859576668743, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7775653293356299, "total_loss": 1.664755008299835} {"data_time": 0.016340862028300762, "eta_seconds": 100183.19566329941, "iteration": 141819, "loss_fcos_cls": 0.2605164976557717, "loss_fcos_ctr": 0.6192284245043993, "loss_fcos_loc": 0.19796199968550354, "loss_mask": 0.2727088835090399, "loss_maskiou": 0.005859370117832441, "loss_sem_seg": 0.2840188220143318, "lr": 0.01, "mask_rcnn/accuracy": 0.8686492079349222, "mask_rcnn/false_negative": 0.11687790682702404, "mask_rcnn/false_positive": 0.15154047591024636, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7750690104439855, "total_loss": 1.6563165584084345} {"data_time": 0.016010725870728493, "eta_seconds": 100068.53703953698, "iteration": 141839, "loss_fcos_cls": 0.27816253970377147, "loss_fcos_ctr": 0.6192332552745938, "loss_fcos_loc": 0.19527121039573103, "loss_mask": 0.271300558000803, "loss_maskiou": 0.005858678283402696, "loss_sem_seg": 0.2528857630677521, "lr": 0.01, "mask_rcnn/accuracy": 0.8873614018703304, "mask_rcnn/false_negative": 0.0785683302402435, "mask_rcnn/false_positive": 0.1443868138270144, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.25, "time": 0.7755695832893252, "total_loss": 1.6163535576852155} {"data_time": 0.01732018683105707, "eta_seconds": 100032.38364781626, "iteration": 141859, "loss_fcos_cls": 0.2688970023300499, "loss_fcos_ctr": 0.6185414246283472, "loss_fcos_loc": 0.2008435110328719, "loss_mask": 0.28628130070865154, "loss_maskiou": 0.006481147764134221, "loss_sem_seg": 0.25532101886346936, "lr": 0.01, "mask_rcnn/accuracy": 0.8669920629062785, "mask_rcnn/false_negative": 0.10868370208768816, "mask_rcnn/false_positive": 0.15795781386161542, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7734239082783461, "total_loss": 1.6396881363689317} {"data_time": 0.017118549905717373, "eta_seconds": 100001.97056535445, "iteration": 141879, "loss_fcos_cls": 0.2627899032086134, "loss_fcos_ctr": 0.6223210534080863, "loss_fcos_loc": 0.20340206660330296, "loss_mask": 0.27234211284667253, "loss_maskiou": 0.005690718400728656, "loss_sem_seg": 0.3016241586301476, "lr": 0.01, "mask_rcnn/accuracy": 0.8828604125059649, "mask_rcnn/false_negative": 0.08609767660318009, "mask_rcnn/false_positive": 0.15426160790679339, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7742309989407659, "total_loss": 1.669261526221817} {"data_time": 0.01667996123433113, "eta_seconds": 99971.11531253625, "iteration": 141899, "loss_fcos_cls": 0.2639318621950224, "loss_fcos_ctr": 0.619383966550231, "loss_fcos_loc": 0.1943425410427153, "loss_mask": 0.2702423147857189, "loss_maskiou": 0.005264509149128571, "loss_sem_seg": 0.2744181863963604, "lr": 0.01, "mask_rcnn/accuracy": 0.875743100803378, "mask_rcnn/false_negative": 0.10115090704457558, "mask_rcnn/false_positive": 0.1428560348142601, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 38.5, "time": 0.7728201886638999, "total_loss": 1.6417664488617447} {"data_time": 0.017031176015734673, "eta_seconds": 100050.09527774341, "iteration": 141919, "loss_fcos_cls": 0.26074205758050084, "loss_fcos_ctr": 0.6224573124200106, "loss_fcos_loc": 0.19922722701448947, "loss_mask": 0.2675433028489351, "loss_maskiou": 0.005542586644878611, "loss_sem_seg": 0.2700061541981995, "lr": 0.01, "mask_rcnn/accuracy": 0.8876117626482607, "mask_rcnn/false_negative": 0.08771860823173759, "mask_rcnn/false_positive": 0.13947473997710835, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.25, "time": 0.7879302110522985, "total_loss": 1.6337985117352218} {"data_time": 0.01661990024149418, "eta_seconds": 100063.34570548497, "iteration": 141939, "loss_fcos_cls": 0.25820163008756936, "loss_fcos_ctr": 0.6194535032846034, "loss_fcos_loc": 0.1995802721939981, "loss_mask": 0.2678799796849489, "loss_maskiou": 0.005633242028125096, "loss_sem_seg": 0.2624821197241545, "lr": 0.01, "mask_rcnn/accuracy": 0.8849257415516814, "mask_rcnn/false_negative": 0.10004037482019065, "mask_rcnn/false_positive": 0.11596589036150198, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.75, "time": 0.7960662301629782, "total_loss": 1.6145235630028765} {"data_time": 0.014342241920530796, "eta_seconds": 100018.84939575382, "iteration": 141959, "loss_fcos_cls": 0.2513037242460996, "loss_fcos_ctr": 0.6180892400443554, "loss_fcos_loc": 0.19790224637836218, "loss_mask": 0.26565998792648315, "loss_maskiou": 0.0054721089254599065, "loss_sem_seg": 0.29058765433728695, "lr": 0.01, "mask_rcnn/accuracy": 0.8750023178127835, "mask_rcnn/false_negative": 0.08660342244494873, "mask_rcnn/false_positive": 0.15773619372095027, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7769051315262914, "total_loss": 1.624278607814631} {"data_time": 0.01627615187317133, "eta_seconds": 100040.270738394, "iteration": 141979, "loss_fcos_cls": 0.2642336948774755, "loss_fcos_ctr": 0.6226557660847902, "loss_fcos_loc": 0.2027971976203844, "loss_mask": 0.264521699398756, "loss_maskiou": 0.0060873361508129165, "loss_sem_seg": 0.29373003635555506, "lr": 0.01, "mask_rcnn/accuracy": 0.858032308433937, "mask_rcnn/false_negative": 0.1044464872288216, "mask_rcnn/false_positive": 0.17453282621444444, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7883995696902275, "total_loss": 1.6377437867340632} {"data_time": 0.01753183826804161, "eta_seconds": 100012.69202000834, "iteration": 141999, "loss_fcos_cls": 0.25341351283714175, "loss_fcos_ctr": 0.6206341995857656, "loss_fcos_loc": 0.19402615423314273, "loss_mask": 0.27475166507065296, "loss_maskiou": 0.005680998525349423, "loss_sem_seg": 0.31130765471607447, "lr": 0.01, "mask_rcnn/accuracy": 0.8657187846259027, "mask_rcnn/false_negative": 0.09893334121583328, "mask_rcnn/false_positive": 0.15305807389616854, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7771304789930582, "total_loss": 1.6789749860181473} {"data_time": 0.0171061297878623, "eta_seconds": 100000.8359042462, "iteration": 142019, "loss_fcos_cls": 0.25849809241481125, "loss_fcos_ctr": 0.6225155740976334, "loss_fcos_loc": 0.2002461910014972, "loss_mask": 0.26369694294407964, "loss_maskiou": 0.005608131061308086, "loss_sem_seg": 0.2811608691699803, "lr": 0.01, "mask_rcnn/accuracy": 0.890413933430515, "mask_rcnn/false_negative": 0.1184061450881099, "mask_rcnn/false_positive": 0.1205980762171089, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 21.25, "time": 0.7717517577111721, "total_loss": 1.665786882454995} {"data_time": 0.01625418569892645, "eta_seconds": 99993.38455375005, "iteration": 142039, "loss_fcos_cls": 0.26238766545429826, "loss_fcos_ctr": 0.6230983091518283, "loss_fcos_loc": 0.2008137449156493, "loss_mask": 0.2706942716613412, "loss_maskiou": 0.005714402272133157, "loss_sem_seg": 0.2671524304896593, "lr": 0.01, "mask_rcnn/accuracy": 0.8877196846480528, "mask_rcnn/false_negative": 0.09462273895466142, "mask_rcnn/false_positive": 0.12492488968443204, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7938002990558743, "total_loss": 1.6674053288297728} {"data_time": 0.015915149822831154, "eta_seconds": 99969.58100362681, "iteration": 142059, "loss_fcos_cls": 0.2538694143295288, "loss_fcos_ctr": 0.6197190401144326, "loss_fcos_loc": 0.1973310384200886, "loss_mask": 0.26277921721339226, "loss_maskiou": 0.005402670663897879, "loss_sem_seg": 0.3046924155205488, "lr": 0.01, "mask_rcnn/accuracy": 0.8739067055393586, "mask_rcnn/false_negative": 0.10138100430720665, "mask_rcnn/false_positive": 0.1595443276754792, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7655828977003694, "total_loss": 1.6374536019720836} {"data_time": 0.01653253100812435, "eta_seconds": 99898.5753414752, "iteration": 142079, "loss_fcos_cls": 0.25893277558498085, "loss_fcos_ctr": 0.6222371440380812, "loss_fcos_loc": 0.20746764028444886, "loss_mask": 0.27746260445564985, "loss_maskiou": 0.006150616136437748, "loss_sem_seg": 0.2989459694363177, "lr": 0.01, "mask_rcnn/accuracy": 0.8755018629792342, "mask_rcnn/false_negative": 0.10777610660953536, "mask_rcnn/false_positive": 0.13311842314411015, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.0, "time": 0.7696296377107501, "total_loss": 1.6762016027932987} {"data_time": 0.016472837887704372, "eta_seconds": 99885.66050726641, "iteration": 142099, "loss_fcos_cls": 0.26398573792539537, "loss_fcos_ctr": 0.6191175319254398, "loss_fcos_loc": 0.20519610424526036, "loss_mask": 0.269636663608253, "loss_maskiou": 0.0059185692080063745, "loss_sem_seg": 0.28574250312522054, "lr": 0.01, "mask_rcnn/accuracy": 0.8761760298663956, "mask_rcnn/false_negative": 0.09520531406608546, "mask_rcnn/false_positive": 0.13790514710345464, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.7746813166886568, "total_loss": 1.6436717414489976} {"data_time": 0.015221265144646168, "eta_seconds": 99922.69865269773, "iteration": 142119, "loss_fcos_cls": 0.2515787868760526, "loss_fcos_ctr": 0.6237415410578251, "loss_fcos_loc": 0.20105534337926656, "loss_mask": 0.2824024399742484, "loss_maskiou": 0.005984730756608769, "loss_sem_seg": 0.30861278204247355, "lr": 0.01, "mask_rcnn/accuracy": 0.8583785802572396, "mask_rcnn/false_negative": 0.0986317993182155, "mask_rcnn/false_positive": 0.14519750397375283, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7848043609410524, "total_loss": 1.6887433494557627} {"data_time": 0.016356470994651318, "eta_seconds": 99916.02338627726, "iteration": 142139, "loss_fcos_cls": 0.25593390641734004, "loss_fcos_ctr": 0.619582531042397, "loss_fcos_loc": 0.20430672587826848, "loss_mask": 0.2785049555823207, "loss_maskiou": 0.006307563802693039, "loss_sem_seg": 0.2854351317510009, "lr": 0.01, "mask_rcnn/accuracy": 0.8755694490911119, "mask_rcnn/false_negative": 0.10406083226328201, "mask_rcnn/false_positive": 0.1332807880411641, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7686688927933574, "total_loss": 1.6420310971079743} {"data_time": 0.015426252037286758, "eta_seconds": 99917.45981691405, "iteration": 142159, "loss_fcos_cls": 0.25883113220334053, "loss_fcos_ctr": 0.618999463506043, "loss_fcos_loc": 0.19001239305362105, "loss_mask": 0.26477504055947065, "loss_maskiou": 0.005860615594428964, "loss_sem_seg": 0.27594670560210943, "lr": 0.01, "mask_rcnn/accuracy": 0.8808573758727363, "mask_rcnn/false_negative": 0.10951539232289301, "mask_rcnn/false_positive": 0.1313182595280447, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7706739949062467, "total_loss": 1.6298523308269068} {"data_time": 0.01752980798482895, "eta_seconds": 99872.51513190474, "iteration": 142179, "loss_fcos_cls": 0.2687844841275364, "loss_fcos_ctr": 0.6182908995542675, "loss_fcos_loc": 0.19878068089019507, "loss_mask": 0.2754122707992792, "loss_maskiou": 0.006174287096655462, "loss_sem_seg": 0.27207505982369184, "lr": 0.01, "mask_rcnn/accuracy": 0.866692211158657, "mask_rcnn/false_negative": 0.10311748003925525, "mask_rcnn/false_positive": 0.16467462907487757, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 31.0, "time": 0.7744629066437483, "total_loss": 1.6320959192453302} {"data_time": 0.01676781941205263, "eta_seconds": 99856.88819812518, "iteration": 142199, "loss_fcos_cls": 0.26183363725431263, "loss_fcos_ctr": 0.6224172869697213, "loss_fcos_loc": 0.2033788581029512, "loss_mask": 0.2659660167992115, "loss_maskiou": 0.006126105770817958, "loss_sem_seg": 0.2954787960043177, "lr": 0.01, "mask_rcnn/accuracy": 0.8884386446886448, "mask_rcnn/false_negative": 0.0796665185748134, "mask_rcnn/false_positive": 0.17019079931159647, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7673089606687427, "total_loss": 1.6596165001610643} {"data_time": 0.015296252444386482, "eta_seconds": 99789.24379663263, "iteration": 142219, "loss_fcos_cls": 0.2510679012630135, "loss_fcos_ctr": 0.6210942398756742, "loss_fcos_loc": 0.19755947461817414, "loss_mask": 0.28002460673451424, "loss_maskiou": 0.004870981505519012, "loss_sem_seg": 0.29926922800950706, "lr": 0.01, "mask_rcnn/accuracy": 0.897688137755102, "mask_rcnn/false_negative": 0.09369968028290197, "mask_rcnn/false_positive": 0.11207412188605989, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.25, "time": 0.7688009710982442, "total_loss": 1.634918418887537} {"data_time": 0.01605070009827614, "eta_seconds": 99776.3260026807, "iteration": 142239, "loss_fcos_cls": 0.2550302795134485, "loss_fcos_ctr": 0.6220617489889264, "loss_fcos_loc": 0.20375126926228404, "loss_mask": 0.27920963149517775, "loss_maskiou": 0.006249265905353241, "loss_sem_seg": 0.2788089495152235, "lr": 0.01, "mask_rcnn/accuracy": 0.8950049058084772, "mask_rcnn/false_negative": 0.08395805690485372, "mask_rcnn/false_positive": 0.12957827490024315, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7855218360200524, "total_loss": 1.6793912808643654} {"data_time": 0.01683846116065979, "eta_seconds": 99760.70678773988, "iteration": 142259, "loss_fcos_cls": 0.28016068623401225, "loss_fcos_ctr": 0.6193047501146793, "loss_fcos_loc": 0.20044293242972344, "loss_mask": 0.26971172727644444, "loss_maskiou": 0.005982460388622712, "loss_sem_seg": 0.26858684211038053, "lr": 0.01, "mask_rcnn/accuracy": 0.8634175629711344, "mask_rcnn/false_negative": 0.11262436803800577, "mask_rcnn/false_positive": 0.15453025393877007, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 25.25, "time": 0.7821600697934628, "total_loss": 1.6323933025632869} {"data_time": 0.01648947224020958, "eta_seconds": 99730.72062026244, "iteration": 142279, "loss_fcos_cls": 0.26987318927422166, "loss_fcos_ctr": 0.6219478854909539, "loss_fcos_loc": 0.2027561056893319, "loss_mask": 0.2805049614980817, "loss_maskiou": 0.005847461499797646, "loss_sem_seg": 0.3038318157196045, "lr": 0.01, "mask_rcnn/accuracy": 0.8642980944941203, "mask_rcnn/false_negative": 0.10965797746707147, "mask_rcnn/false_positive": 0.14535990108055186, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.0, "time": 0.785152729600668, "total_loss": 1.7014545445490512} {"data_time": 0.016994674690067768, "eta_seconds": 99726.76862815116, "iteration": 142299, "loss_fcos_cls": 0.26344167767092586, "loss_fcos_ctr": 0.6211712840013206, "loss_fcos_loc": 0.19918066510581411, "loss_mask": 0.2741168197244406, "loss_maskiou": 0.005880807977518998, "loss_sem_seg": 0.2856580070219934, "lr": 0.01, "mask_rcnn/accuracy": 0.8711134034700166, "mask_rcnn/false_negative": 0.10702975727679141, "mask_rcnn/false_positive": 0.1336590508924425, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.75, "time": 0.7821672214195132, "total_loss": 1.6439942003926262} {"data_time": 0.016473579220473766, "eta_seconds": 99690.19358270243, "iteration": 142319, "loss_fcos_cls": 0.25890398025512695, "loss_fcos_ctr": 0.6227050740271807, "loss_fcos_loc": 0.20112991333007812, "loss_mask": 0.27446268405765295, "loss_maskiou": 0.005816615099320188, "loss_sem_seg": 0.2967579197138548, "lr": 0.01, "mask_rcnn/accuracy": 0.872299516307053, "mask_rcnn/false_negative": 0.09831343172228879, "mask_rcnn/false_positive": 0.157962626563737, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 30.25, "time": 0.7841723915189505, "total_loss": 1.6921701520477654} {"data_time": 0.016269373707473278, "eta_seconds": 99654.09663434792, "iteration": 142339, "loss_fcos_cls": 0.2610056954436004, "loss_fcos_ctr": 0.6177924815565348, "loss_fcos_loc": 0.19605350267374888, "loss_mask": 0.2744251871481538, "loss_maskiou": 0.006162609555758536, "loss_sem_seg": 0.2851362037472427, "lr": 0.01, "mask_rcnn/accuracy": 0.8730212329050011, "mask_rcnn/false_negative": 0.08977298137400958, "mask_rcnn/false_positive": 0.18603878377764418, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.5, "time": 0.7764212330803275, "total_loss": 1.6455282212555176} {"data_time": 0.017964334227144718, "eta_seconds": 99535.13409995846, "iteration": 142359, "loss_fcos_cls": 0.26569620962254703, "loss_fcos_ctr": 0.6208383599296212, "loss_fcos_loc": 0.20763793413061649, "loss_mask": 0.2751979837194085, "loss_maskiou": 0.005856077899807133, "loss_sem_seg": 0.2793251732364297, "lr": 0.01, "mask_rcnn/accuracy": 0.8867177486936804, "mask_rcnn/false_negative": 0.08217271725247322, "mask_rcnn/false_positive": 0.135161779870816, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7855469956994057, "total_loss": 1.6168735516694142} {"data_time": 0.015953329391777515, "eta_seconds": 99519.53799304925, "iteration": 142379, "loss_fcos_cls": 0.2581420112401247, "loss_fcos_ctr": 0.6194355916231871, "loss_fcos_loc": 0.19471679395064712, "loss_mask": 0.27052184706553817, "loss_maskiou": 0.005301088123815134, "loss_sem_seg": 0.2924903443781659, "lr": 0.01, "mask_rcnn/accuracy": 0.8794969911041339, "mask_rcnn/false_negative": 0.08381697670854402, "mask_rcnn/false_positive": 0.1486577127752113, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7779763899743557, "total_loss": 1.599039612310662} {"data_time": 0.015590686351060867, "eta_seconds": 99470.85176852159, "iteration": 142399, "loss_fcos_cls": 0.25669708708301187, "loss_fcos_ctr": 0.6213201601058245, "loss_fcos_loc": 0.19845145009458065, "loss_mask": 0.2581827091053128, "loss_maskiou": 0.0057856642379192635, "loss_sem_seg": 0.3007797703612596, "lr": 0.01, "mask_rcnn/accuracy": 0.870364673329286, "mask_rcnn/false_negative": 0.11136908677244685, "mask_rcnn/false_positive": 0.1622043103845996, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.75, "time": 0.7852396527305245, "total_loss": 1.6582803388082539} {"data_time": 0.015458627603948116, "eta_seconds": 99528.95243246667, "iteration": 142419, "loss_fcos_cls": 0.2503162147477269, "loss_fcos_ctr": 0.6192151112481952, "loss_fcos_loc": 0.1864908110583201, "loss_mask": 0.2729964815080166, "loss_maskiou": 0.006319291278487071, "loss_sem_seg": 0.31450685020536184, "lr": 0.01, "mask_rcnn/accuracy": 0.8790049415992812, "mask_rcnn/false_negative": 0.10014431122562265, "mask_rcnn/false_positive": 0.1468934271107095, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7760254731401801, "total_loss": 1.6516188522728044} {"data_time": 0.017181348986923695, "eta_seconds": 99417.71346817538, "iteration": 142439, "loss_fcos_cls": 0.2556724017485976, "loss_fcos_ctr": 0.6206204444169998, "loss_fcos_loc": 0.19570063392166048, "loss_mask": 0.2647166936658323, "loss_maskiou": 0.005295807248330675, "loss_sem_seg": 0.28416761569678783, "lr": 0.01, "mask_rcnn/accuracy": 0.8873251886961682, "mask_rcnn/false_negative": 0.08221777000612604, "mask_rcnn/false_positive": 0.15310521325357893, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.75, "time": 0.7818393344059587, "total_loss": 1.6444076218285772} {"data_time": 0.015211581252515316, "eta_seconds": 99402.12599026784, "iteration": 142459, "loss_fcos_cls": 0.2572991627966985, "loss_fcos_ctr": 0.6210153750143945, "loss_fcos_loc": 0.19649874814786017, "loss_mask": 0.269661289639771, "loss_maskiou": 0.00584446350694634, "loss_sem_seg": 0.28038945770822465, "lr": 0.01, "mask_rcnn/accuracy": 0.8804157020204952, "mask_rcnn/false_negative": 0.10194532995086225, "mask_rcnn/false_positive": 0.14482269837737616, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7729496583342552, "total_loss": 1.6354570862968103} {"data_time": 0.01727928500622511, "eta_seconds": 99346.78146696556, "iteration": 142479, "loss_fcos_cls": 0.25645813532173634, "loss_fcos_ctr": 0.6214240519329906, "loss_fcos_loc": 0.20672193705104291, "loss_mask": 0.2617294602096081, "loss_maskiou": 0.00547435850603506, "loss_sem_seg": 0.2861413424834609, "lr": 0.01, "mask_rcnn/accuracy": 0.8896415631469979, "mask_rcnn/false_negative": 0.09068134073492501, "mask_rcnn/false_positive": 0.12281554058386983, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7545334510505199, "total_loss": 1.6527735832714825} {"data_time": 0.018942528404295444, "eta_seconds": 99392.89716646634, "iteration": 142499, "loss_fcos_cls": 0.26184040936641395, "loss_fcos_ctr": 0.6218840312212706, "loss_fcos_loc": 0.2037712811725214, "loss_mask": 0.27193326130509377, "loss_maskiou": 0.005908771941903979, "loss_sem_seg": 0.29213232174515724, "lr": 0.01, "mask_rcnn/accuracy": 0.8731905498048276, "mask_rcnn/false_negative": 0.1030815045294914, "mask_rcnn/false_positive": 0.14543705229594728, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.75, "time": 0.7893105456605554, "total_loss": 1.6472197625334957} {"data_time": 0.01627336349338293, "eta_seconds": 99355.36355654523, "iteration": 142519, "loss_fcos_cls": 0.26744904345832765, "loss_fcos_ctr": 0.6213399218395352, "loss_fcos_loc": 0.2008426000829786, "loss_mask": 0.27327131386846304, "loss_maskiou": 0.005537762728636153, "loss_sem_seg": 0.28595902724191546, "lr": 0.01, "mask_rcnn/accuracy": 0.8767871510306251, "mask_rcnn/false_negative": 0.11416056253042042, "mask_rcnn/false_positive": 0.15926965878303923, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7691929591819644, "total_loss": 1.6550104132911656} {"data_time": 0.01870344951748848, "eta_seconds": 99309.71072295215, "iteration": 142539, "loss_fcos_cls": 0.26831519696861506, "loss_fcos_ctr": 0.6202973732724786, "loss_fcos_loc": 0.20550219318829477, "loss_mask": 0.27594621386379004, "loss_maskiou": 0.005755933372711297, "loss_sem_seg": 0.28553078416734934, "lr": 0.01, "mask_rcnn/accuracy": 0.8921523114231448, "mask_rcnn/false_negative": 0.08782562385199648, "mask_rcnn/false_positive": 0.12138077655119964, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.7698546955361962, "total_loss": 1.6321303707300103} {"data_time": 0.01612094882875681, "eta_seconds": 99284.45649682451, "iteration": 142559, "loss_fcos_cls": 0.27293028915300965, "loss_fcos_ctr": 0.6231816844083369, "loss_fcos_loc": 0.20773290912620723, "loss_mask": 0.27453766809776425, "loss_maskiou": 0.005625024787150323, "loss_sem_seg": 0.3041962212882936, "lr": 0.01, "mask_rcnn/accuracy": 0.9000715670883739, "mask_rcnn/false_negative": 0.08565966576777428, "mask_rcnn/false_positive": 0.1272701995701314, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.75, "time": 0.7823522882536054, "total_loss": 1.685157742795127} {"data_time": 0.01710715238004923, "eta_seconds": 99278.54520229157, "iteration": 142579, "loss_fcos_cls": 0.26899485453031957, "loss_fcos_ctr": 0.6214131694287062, "loss_fcos_loc": 0.2063432493014261, "loss_mask": 0.2898402316495776, "loss_maskiou": 0.006530898448545486, "loss_sem_seg": 0.3050706894136965, "lr": 0.01, "mask_rcnn/accuracy": 0.8744499980224648, "mask_rcnn/false_negative": 0.08851566760252716, "mask_rcnn/false_positive": 0.17356495389303617, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 23.75, "time": 0.7775092544034123, "total_loss": 1.6951907634211238} {"data_time": 0.01615980826318264, "eta_seconds": 99273.44612612575, "iteration": 142599, "loss_fcos_cls": 0.2701852936297655, "loss_fcos_ctr": 0.6206941539421678, "loss_fcos_loc": 0.19760081474669278, "loss_mask": 0.2742087747901678, "loss_maskiou": 0.005666743905749172, "loss_sem_seg": 0.28376802103593946, "lr": 0.01, "mask_rcnn/accuracy": 0.8812366938963085, "mask_rcnn/false_negative": 0.09441694039297532, "mask_rcnn/false_positive": 0.1462384333369302, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7773348893970251, "total_loss": 1.690413075266406} {"data_time": 0.01567423716187477, "eta_seconds": 99257.86172001809, "iteration": 142619, "loss_fcos_cls": 0.25789974303916097, "loss_fcos_ctr": 0.6221647132188082, "loss_fcos_loc": 0.20729197782929987, "loss_mask": 0.27364592906087637, "loss_maskiou": 0.005897812778130174, "loss_sem_seg": 0.2758325729519129, "lr": 0.01, "mask_rcnn/accuracy": 0.8780692832688631, "mask_rcnn/false_negative": 0.11532199663222131, "mask_rcnn/false_positive": 0.13533394698949497, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 39.25, "time": 0.7905930541455746, "total_loss": 1.6304726435482735} {"data_time": 0.017192775383591652, "eta_seconds": 99222.13152668346, "iteration": 142639, "loss_fcos_cls": 0.2657210703473538, "loss_fcos_ctr": 0.622459496371448, "loss_fcos_loc": 0.20003061671741307, "loss_mask": 0.2744916817173362, "loss_maskiou": 0.0055651588991167955, "loss_sem_seg": 0.2844133418984711, "lr": 0.01, "mask_rcnn/accuracy": 0.8673018449804164, "mask_rcnn/false_negative": 0.09139837675197114, "mask_rcnn/false_positive": 0.16873845891444023, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7747979955747724, "total_loss": 1.6607404746246175} {"data_time": 0.01719482708722353, "eta_seconds": 99195.72476393357, "iteration": 142659, "loss_fcos_cls": 0.27241119439713657, "loss_fcos_ctr": 0.6225094785913825, "loss_fcos_loc": 0.20146075810771435, "loss_mask": 0.2807056428864598, "loss_maskiou": 0.006078327263821848, "loss_sem_seg": 0.2808419642969966, "lr": 0.01, "mask_rcnn/accuracy": 0.8688122072599531, "mask_rcnn/false_negative": 0.1075953841766345, "mask_rcnn/false_positive": 0.15145183532706236, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.75, "time": 0.7726411586627364, "total_loss": 1.6957518112758407} {"data_time": 0.014712612144649029, "eta_seconds": 99158.96916210931, "iteration": 142679, "loss_fcos_cls": 0.2554292222484946, "loss_fcos_ctr": 0.6216198345646262, "loss_fcos_loc": 0.19681614078581333, "loss_mask": 0.2774880565702915, "loss_maskiou": 0.005981232308840845, "loss_sem_seg": 0.2856534570455551, "lr": 0.01, "mask_rcnn/accuracy": 0.8783125110541841, "mask_rcnn/false_negative": 0.09334878174076908, "mask_rcnn/false_positive": 0.15845919611048873, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.25, "time": 0.778591213747859, "total_loss": 1.6745829498831881} {"data_time": 0.016361432150006294, "eta_seconds": 99118.09711126704, "iteration": 142699, "loss_fcos_cls": 0.26519050216302276, "loss_fcos_ctr": 0.619327331893146, "loss_fcos_loc": 0.19839067058637738, "loss_mask": 0.2734546735882759, "loss_maskiou": 0.005828664536238648, "loss_sem_seg": 0.3062855387106538, "lr": 0.01, "mask_rcnn/accuracy": 0.8839832213373154, "mask_rcnn/false_negative": 0.09474153998218682, "mask_rcnn/false_positive": 0.12542507064507857, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.0, "time": 0.7820910587906837, "total_loss": 1.6704995462714578} {"data_time": 0.016872731037437916, "eta_seconds": 99127.8167303307, "iteration": 142719, "loss_fcos_cls": 0.26566906552761793, "loss_fcos_ctr": 0.6226540468633175, "loss_fcos_loc": 0.20408337283879519, "loss_mask": 0.2757193660363555, "loss_maskiou": 0.006229170241567772, "loss_sem_seg": 0.28823679219931364, "lr": 0.01, "mask_rcnn/accuracy": 0.8567838499035978, "mask_rcnn/false_negative": 0.09571858711908945, "mask_rcnn/false_positive": 0.1677671810635888, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 26.0, "time": 0.7827564729377627, "total_loss": 1.679549611719267} {"data_time": 0.01603005174547434, "eta_seconds": 99074.58187554497, "iteration": 142739, "loss_fcos_cls": 0.2541411090642214, "loss_fcos_ctr": 0.6209231475368142, "loss_fcos_loc": 0.19856626103864983, "loss_mask": 0.271092870272696, "loss_maskiou": 0.005646187921229284, "loss_sem_seg": 0.2640494612278417, "lr": 0.01, "mask_rcnn/accuracy": 0.8875278623206708, "mask_rcnn/false_negative": 0.09096494930238003, "mask_rcnn/false_positive": 0.13265681200281887, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.780447244644165, "total_loss": 1.6424347676265825} {"data_time": 0.01628970168530941, "eta_seconds": 98996.49918364827, "iteration": 142759, "loss_fcos_cls": 0.25721985776908696, "loss_fcos_ctr": 0.620222101919353, "loss_fcos_loc": 0.18974278577661607, "loss_mask": 0.26809730287641287, "loss_maskiou": 0.005770788135123439, "loss_sem_seg": 0.2807197915390134, "lr": 0.01, "mask_rcnn/accuracy": 0.8894633169723586, "mask_rcnn/false_negative": 0.08525042553199132, "mask_rcnn/false_positive": 0.13440633485660153, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.5, "time": 0.7690363423898816, "total_loss": 1.634012705333589} {"data_time": 0.016586714424192905, "eta_seconds": 98859.11569401808, "iteration": 142779, "loss_fcos_cls": 0.2668434807565063, "loss_fcos_ctr": 0.6216692673042417, "loss_fcos_loc": 0.20488875196315348, "loss_mask": 0.2814935687929392, "loss_maskiou": 0.006067947702831589, "loss_sem_seg": 0.30542836897075176, "lr": 0.01, "mask_rcnn/accuracy": 0.8809829400510204, "mask_rcnn/false_negative": 0.09299895422635325, "mask_rcnn/false_positive": 0.12943598816980412, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7412664201110601, "total_loss": 1.6982403171423357} {"data_time": 0.01607581041753292, "eta_seconds": 98868.05922739767, "iteration": 142799, "loss_fcos_cls": 0.24774343613535166, "loss_fcos_ctr": 0.616650078445673, "loss_fcos_loc": 0.18917306559160352, "loss_mask": 0.27044920437037945, "loss_maskiou": 0.006294356498983689, "loss_sem_seg": 0.2833758140914142, "lr": 0.01, "mask_rcnn/accuracy": 0.8722977677913271, "mask_rcnn/false_negative": 0.12867238413098073, "mask_rcnn/false_positive": 0.15708860408589786, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7870010240003467, "total_loss": 1.616637181621627} {"data_time": 0.0184250446036458, "eta_seconds": 98805.99785196315, "iteration": 142819, "loss_fcos_cls": 0.26114611933007836, "loss_fcos_ctr": 0.6213630950078368, "loss_fcos_loc": 0.20039057661779225, "loss_mask": 0.27221312932670116, "loss_maskiou": 0.005835286327055655, "loss_sem_seg": 0.2625946826301515, "lr": 0.01, "mask_rcnn/accuracy": 0.8775601465333608, "mask_rcnn/false_negative": 0.08623865578506085, "mask_rcnn/false_positive": 0.15224128042017046, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.75, "time": 0.7470184229314327, "total_loss": 1.6184113787121532} {"data_time": 0.016472850926220417, "eta_seconds": 98903.85697067343, "iteration": 142839, "loss_fcos_cls": 0.2680117308627814, "loss_fcos_ctr": 0.6173316044732928, "loss_fcos_loc": 0.1898526067379862, "loss_mask": 0.2895033285021782, "loss_maskiou": 0.006195304202265106, "loss_sem_seg": 0.3000533622689545, "lr": 0.01, "mask_rcnn/accuracy": 0.8995575590058533, "mask_rcnn/false_negative": 0.07846271067629759, "mask_rcnn/false_positive": 0.12630488168289564, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.25, "time": 0.7928168289363384, "total_loss": 1.687079228082439} {"data_time": 0.01855787355452776, "eta_seconds": 98918.69682498742, "iteration": 142859, "loss_fcos_cls": 0.2606320888735354, "loss_fcos_ctr": 0.6230202540755272, "loss_fcos_loc": 0.20813294174149632, "loss_mask": 0.27908073645085096, "loss_maskiou": 0.005679503537066921, "loss_sem_seg": 0.25226776860654354, "lr": 0.01, "mask_rcnn/accuracy": 0.8907460442095079, "mask_rcnn/false_negative": 0.10006669589951062, "mask_rcnn/false_positive": 0.13512609622812946, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7863307483494282, "total_loss": 1.6151944896337227} {"data_time": 0.014745536260306835, "eta_seconds": 98874.34125926718, "iteration": 142879, "loss_fcos_cls": 0.25349816563539207, "loss_fcos_ctr": 0.6181750851683319, "loss_fcos_loc": 0.19081753748469055, "loss_mask": 0.26437965128570795, "loss_maskiou": 0.00519183022697689, "loss_sem_seg": 0.279632200486958, "lr": 0.01, "mask_rcnn/accuracy": 0.8871637846370597, "mask_rcnn/false_negative": 0.09683235207815216, "mask_rcnn/false_positive": 0.14842856117197673, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.5, "time": 0.7767958315089345, "total_loss": 1.6046335360078956} {"data_time": 0.01704468298703432, "eta_seconds": 98916.61254061852, "iteration": 142899, "loss_fcos_cls": 0.26286172308027744, "loss_fcos_ctr": 0.6211055722087622, "loss_fcos_loc": 0.19743427517823875, "loss_mask": 0.26831068797037005, "loss_maskiou": 0.006099249098042492, "loss_sem_seg": 0.25342485844157636, "lr": 0.01, "mask_rcnn/accuracy": 0.8732591009376723, "mask_rcnn/false_negative": 0.09742234340332463, "mask_rcnn/false_positive": 0.14041474134606896, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7875825809314847, "total_loss": 1.6427087306583417} {"data_time": 0.018763030879199505, "eta_seconds": 98815.14044474158, "iteration": 142919, "loss_fcos_cls": 0.2625311608426273, "loss_fcos_ctr": 0.6199549599550664, "loss_fcos_loc": 0.19530639611184597, "loss_mask": 0.27220579516142607, "loss_maskiou": 0.005805994456750341, "loss_sem_seg": 0.2714762696996331, "lr": 0.01, "mask_rcnn/accuracy": 0.8908537514451593, "mask_rcnn/false_negative": 0.09364891578417156, "mask_rcnn/false_positive": 0.14019023609432169, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7684544771909714, "total_loss": 1.6400204010860762} {"data_time": 0.01763374637812376, "eta_seconds": 98799.58892398793, "iteration": 142939, "loss_fcos_cls": 0.26045540417544544, "loss_fcos_ctr": 0.6212495127692819, "loss_fcos_loc": 0.20489053759956732, "loss_mask": 0.2829526672139764, "loss_maskiou": 0.005683971554390155, "loss_sem_seg": 0.2918716138228774, "lr": 0.01, "mask_rcnn/accuracy": 0.8844676202477784, "mask_rcnn/false_negative": 0.08136004508859934, "mask_rcnn/false_positive": 0.12395768421088885, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.0, "time": 0.7935081524774432, "total_loss": 1.6750090668429038} {"data_time": 0.018470785580575466, "eta_seconds": 98758.06097392179, "iteration": 142959, "loss_fcos_cls": 0.25380775867961347, "loss_fcos_ctr": 0.6191481989808381, "loss_fcos_loc": 0.19010611553676426, "loss_mask": 0.2680679773911834, "loss_maskiou": 0.0056641167429916095, "loss_sem_seg": 0.2793898871750571, "lr": 0.01, "mask_rcnn/accuracy": 0.8846981980355337, "mask_rcnn/false_negative": 0.11639623030729077, "mask_rcnn/false_positive": 0.1417904948904044, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7732547037303448, "total_loss": 1.6129600255735568} {"data_time": 0.01602492295205593, "eta_seconds": 98688.40709394403, "iteration": 142979, "loss_fcos_cls": 0.2720749443396926, "loss_fcos_ctr": 0.6222611963748932, "loss_fcos_loc": 0.2127352945972234, "loss_mask": 0.2742153350263834, "loss_maskiou": 0.0057445732891210355, "loss_sem_seg": 0.2828286839649081, "lr": 0.01, "mask_rcnn/accuracy": 0.8683704579392733, "mask_rcnn/false_negative": 0.1103784798475064, "mask_rcnn/false_positive": 0.1639979410016777, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.7764187222346663, "total_loss": 1.6715409743919736} {"data_time": 0.01721789687871933, "eta_seconds": 98689.12774552964, "iteration": 142999, "loss_fcos_cls": 0.25662319967523217, "loss_fcos_ctr": 0.621409235522151, "loss_fcos_loc": 0.20179283374454826, "loss_mask": 0.26319307601079345, "loss_maskiou": 0.00541124984738417, "loss_sem_seg": 0.301486749202013, "lr": 0.01, "mask_rcnn/accuracy": 0.8853988639790892, "mask_rcnn/false_negative": 0.09712549235548343, "mask_rcnn/false_positive": 0.1328735551182696, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.75, "time": 0.7796879829838872, "total_loss": 1.6550378795072902} {"data_time": 0.015236267820000648, "eta_seconds": 98718.76678202022, "iteration": 143019, "loss_fcos_cls": 0.2645914808381349, "loss_fcos_ctr": 0.6201143115758896, "loss_fcos_loc": 0.196984889684245, "loss_mask": 0.2610692912712693, "loss_maskiou": 0.005671931023243815, "loss_sem_seg": 0.31335229193791747, "lr": 0.01, "mask_rcnn/accuracy": 0.8773021937607994, "mask_rcnn/false_negative": 0.10513573637506593, "mask_rcnn/false_positive": 0.14210093656759776, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7798395277932286, "total_loss": 1.6964833413003362} {"data_time": 0.018379906192421913, "eta_seconds": 98686.46642649826, "iteration": 143039, "loss_fcos_cls": 0.25495565636083484, "loss_fcos_ctr": 0.6203291621059179, "loss_fcos_loc": 0.2029355599079281, "loss_mask": 0.2688324563205242, "loss_maskiou": 0.00546341164590558, "loss_sem_seg": 0.2714666542597115, "lr": 0.01, "mask_rcnn/accuracy": 0.9028758119789269, "mask_rcnn/false_negative": 0.0784856115317515, "mask_rcnn/false_positive": 0.1360131464609578, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.0, "time": 0.7797183655202389, "total_loss": 1.6380600816119113} {"data_time": 0.01617559138685465, "eta_seconds": 98670.92047672998, "iteration": 143059, "loss_fcos_cls": 0.2744950122432783, "loss_fcos_ctr": 0.6227136389352381, "loss_fcos_loc": 0.20349038881249726, "loss_mask": 0.28256175108253956, "loss_maskiou": 0.006254921281652059, "loss_sem_seg": 0.29352181358262897, "lr": 0.01, "mask_rcnn/accuracy": 0.8644934147485168, "mask_rcnn/false_negative": 0.11983727663246367, "mask_rcnn/false_positive": 0.1563654004718093, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.75, "time": 0.7752445144578815, "total_loss": 1.6794433376780944} {"data_time": 0.01629267819225788, "eta_seconds": 98746.17488591652, "iteration": 143079, "loss_fcos_cls": 0.280633999616839, "loss_fcos_ctr": 0.6228170045651495, "loss_fcos_loc": 0.2133104063104838, "loss_mask": 0.2777410838752985, "loss_maskiou": 0.005848170520039275, "loss_sem_seg": 0.26769046811386943, "lr": 0.01, "mask_rcnn/accuracy": 0.8761275597734328, "mask_rcnn/false_negative": 0.11121659862474723, "mask_rcnn/false_positive": 0.14823038688452758, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.7906574215739965, "total_loss": 1.674678029572533} {"data_time": 0.015535073354840279, "eta_seconds": 98703.22590399906, "iteration": 143099, "loss_fcos_cls": 0.2652100014965981, "loss_fcos_ctr": 0.6247394592501223, "loss_fcos_loc": 0.20783892390318215, "loss_mask": 0.2604312552139163, "loss_maskiou": 0.005317784169164952, "loss_sem_seg": 0.2846876997500658, "lr": 0.01, "mask_rcnn/accuracy": 0.8938771886595547, "mask_rcnn/false_negative": 0.08293550969106872, "mask_rcnn/false_positive": 0.13888406116893906, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7720659505575895, "total_loss": 1.6586617299981299} {"data_time": 0.017732609063386917, "eta_seconds": 98687.66996261105, "iteration": 143119, "loss_fcos_cls": 0.2636637934483588, "loss_fcos_ctr": 0.620721077080816, "loss_fcos_loc": 0.1991324892733246, "loss_mask": 0.2869593966752291, "loss_maskiou": 0.006576956147910096, "loss_sem_seg": 0.26797308772802353, "lr": 0.01, "mask_rcnn/accuracy": 0.8661951615457713, "mask_rcnn/false_negative": 0.1096527842374381, "mask_rcnn/false_positive": 0.14739417547714667, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 40.0, "time": 0.7829210394993424, "total_loss": 1.6650653134856839} {"data_time": 0.016497640870511532, "eta_seconds": 98677.83288185298, "iteration": 143139, "loss_fcos_cls": 0.254226447083056, "loss_fcos_ctr": 0.6201240038499236, "loss_fcos_loc": 0.19812268298119307, "loss_mask": 0.2892145412042737, "loss_maskiou": 0.006191692446009256, "loss_sem_seg": 0.292192674940452, "lr": 0.01, "mask_rcnn/accuracy": 0.8591472303206997, "mask_rcnn/false_negative": 0.10341082615802084, "mask_rcnn/false_positive": 0.18545120364472636, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.0, "time": 0.7723680268973112, "total_loss": 1.657147491161595} {"data_time": 0.015843834728002548, "eta_seconds": 98735.38851581886, "iteration": 143159, "loss_fcos_cls": 0.2669994574971497, "loss_fcos_ctr": 0.6219378672540188, "loss_fcos_loc": 0.20521670894231647, "loss_mask": 0.27257697377353907, "loss_maskiou": 0.005939829410635866, "loss_sem_seg": 0.2575204693712294, "lr": 0.01, "mask_rcnn/accuracy": 0.8882538427845987, "mask_rcnn/false_negative": 0.09112363612370855, "mask_rcnn/false_positive": 0.11622769193923801, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7844146331772208, "total_loss": 1.6431769121190882} {"data_time": 0.015676052309572697, "eta_seconds": 98805.12340388447, "iteration": 143179, "loss_fcos_cls": 0.2523389831185341, "loss_fcos_ctr": 0.6191058401018381, "loss_fcos_loc": 0.20311577944085002, "loss_mask": 0.281780076213181, "loss_maskiou": 0.006421351165045053, "loss_sem_seg": 0.27858446980826557, "lr": 0.01, "mask_rcnn/accuracy": 0.8772834039276087, "mask_rcnn/false_negative": 0.09725738463409478, "mask_rcnn/false_positive": 0.1516596963253054, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.0, "time": 0.7827632902190089, "total_loss": 1.6667772461660206} {"data_time": 0.016364803537726402, "eta_seconds": 98778.94489193335, "iteration": 143199, "loss_fcos_cls": 0.25923621747642756, "loss_fcos_ctr": 0.6202445104718208, "loss_fcos_loc": 0.19686696724966168, "loss_mask": 0.2737678410485387, "loss_maskiou": 0.005660422266373644, "loss_sem_seg": 0.2782765128649771, "lr": 0.01, "mask_rcnn/accuracy": 0.8921070346998448, "mask_rcnn/false_negative": 0.08862678924466712, "mask_rcnn/false_positive": 0.13524008876018329, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7592339720577002, "total_loss": 1.6372733357711695} {"data_time": 0.015293974429368973, "eta_seconds": 98807.16748060379, "iteration": 143219, "loss_fcos_cls": 0.27010762924328446, "loss_fcos_ctr": 0.6207017158158123, "loss_fcos_loc": 0.2022375361993909, "loss_mask": 0.289665381424129, "loss_maskiou": 0.0063271225662902, "loss_sem_seg": 0.30536420829594135, "lr": 0.01, "mask_rcnn/accuracy": 0.8609743125049247, "mask_rcnn/false_negative": 0.11601183766331377, "mask_rcnn/false_positive": 0.17460653940636256, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7798270480707288, "total_loss": 1.7129299253574573} {"data_time": 0.015565475448966026, "eta_seconds": 98717.66972207371, "iteration": 143239, "loss_fcos_cls": 0.26942283380776644, "loss_fcos_ctr": 0.6218786011449993, "loss_fcos_loc": 0.2064475332153961, "loss_mask": 0.2845039563253522, "loss_maskiou": 0.006156365852802992, "loss_sem_seg": 0.31739244726486504, "lr": 0.01, "mask_rcnn/accuracy": 0.8656525110044018, "mask_rcnn/false_negative": 0.09344709035771326, "mask_rcnn/false_positive": 0.1507867851636015, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.0, "time": 0.7657504361122847, "total_loss": 1.7086356604559114} {"data_time": 0.017335274256765842, "eta_seconds": 98702.09432116617, "iteration": 143259, "loss_fcos_cls": 0.27550593484193087, "loss_fcos_ctr": 0.6238431325182319, "loss_fcos_loc": 0.20394781487993896, "loss_mask": 0.2889792937785387, "loss_maskiou": 0.005740832275478169, "loss_sem_seg": 0.3083436833694577, "lr": 0.01, "mask_rcnn/accuracy": 0.8785853473768757, "mask_rcnn/false_negative": 0.1019856585635863, "mask_rcnn/false_positive": 0.12764381686548257, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.5, "time": 0.7960773883387446, "total_loss": 1.7257089923514286} {"data_time": 0.015256227925419807, "eta_seconds": 98643.38270439208, "iteration": 143279, "loss_fcos_cls": 0.25337354466319084, "loss_fcos_ctr": 0.62121865991503, "loss_fcos_loc": 0.20405188266886398, "loss_mask": 0.2920499360188842, "loss_maskiou": 0.006009610224282369, "loss_sem_seg": 0.2868750824127346, "lr": 0.01, "mask_rcnn/accuracy": 0.8732304597922032, "mask_rcnn/false_negative": 0.09860944282649232, "mask_rcnn/false_positive": 0.15986471038784011, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7803650302812457, "total_loss": 1.6486357858520932} {"data_time": 0.01620246935635805, "eta_seconds": 98603.95732632559, "iteration": 143299, "loss_fcos_cls": 0.25550335296429694, "loss_fcos_ctr": 0.619131944142282, "loss_fcos_loc": 0.1938508023158647, "loss_mask": 0.2828557277098298, "loss_maskiou": 0.006040333450073376, "loss_sem_seg": 0.2620316594839096, "lr": 0.01, "mask_rcnn/accuracy": 0.8851358306480487, "mask_rcnn/false_negative": 0.09748646725456403, "mask_rcnn/false_positive": 0.12957764890359663, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.75, "time": 0.7745831673964858, "total_loss": 1.628776431803999} {"data_time": 0.015922090969979763, "eta_seconds": 98559.45179066341, "iteration": 143319, "loss_fcos_cls": 0.2713412025477737, "loss_fcos_ctr": 0.6239172117784619, "loss_fcos_loc": 0.21032652643043548, "loss_mask": 0.2795326393097639, "loss_maskiou": 0.005774847057182342, "loss_sem_seg": 0.29707121243700385, "lr": 0.01, "mask_rcnn/accuracy": 0.8853765252425068, "mask_rcnn/false_negative": 0.09866659578761156, "mask_rcnn/false_positive": 0.155966817079557, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.0, "time": 0.786282922141254, "total_loss": 1.6757703728071647} {"data_time": 0.01432094071060419, "eta_seconds": 98669.88382549956, "iteration": 143339, "loss_fcos_cls": 0.26899759261868894, "loss_fcos_ctr": 0.6204319009557366, "loss_fcos_loc": 0.2053659218363464, "loss_mask": 0.2846615295857191, "loss_maskiou": 0.006060389627236873, "loss_sem_seg": 0.29123317915946245, "lr": 0.01, "mask_rcnn/accuracy": 0.878699651502392, "mask_rcnn/false_negative": 0.08758644942122146, "mask_rcnn/false_positive": 0.16024166052340583, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7980214273557067, "total_loss": 1.6895406812109286} {"data_time": 0.015880076214671135, "eta_seconds": 98557.26284530666, "iteration": 143359, "loss_fcos_cls": 0.24698784528300166, "loss_fcos_ctr": 0.6222782991826534, "loss_fcos_loc": 0.1958717000670731, "loss_mask": 0.2745071891695261, "loss_maskiou": 0.005815189375425689, "loss_sem_seg": 0.2705482910387218, "lr": 0.01, "mask_rcnn/accuracy": 0.9138433015635039, "mask_rcnn/false_negative": 0.06977431374381282, "mask_rcnn/false_positive": 0.09162788293178145, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 26.5, "time": 0.7677764054387808, "total_loss": 1.6131900707769091} {"data_time": 0.015555628575384617, "eta_seconds": 98541.69801830035, "iteration": 143379, "loss_fcos_cls": 0.26038795290514827, "loss_fcos_ctr": 0.6219675778411329, "loss_fcos_loc": 0.19279405754059553, "loss_mask": 0.27975969389081, "loss_maskiou": 0.006201309297466651, "loss_sem_seg": 0.28199445083737373, "lr": 0.01, "mask_rcnn/accuracy": 0.8832779583607637, "mask_rcnn/false_negative": 0.08072611177858342, "mask_rcnn/false_positive": 0.15206745790380238, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.75, "time": 0.7839168310165405, "total_loss": 1.6427349485602463} {"data_time": 0.018620477989315987, "eta_seconds": 98526.13319129404, "iteration": 143399, "loss_fcos_cls": 0.2706940146163106, "loss_fcos_ctr": 0.6226498428732157, "loss_fcos_loc": 0.20081706577911973, "loss_mask": 0.27413231786340475, "loss_maskiou": 0.006184205896715866, "loss_sem_seg": 0.27720307977870107, "lr": 0.01, "mask_rcnn/accuracy": 0.872948418149311, "mask_rcnn/false_negative": 0.11476139654606507, "mask_rcnn/false_positive": 0.13145828915481703, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7827916853129864, "total_loss": 1.6607071395264938} {"data_time": 0.017388182692229748, "eta_seconds": 98481.65050097462, "iteration": 143419, "loss_fcos_cls": 0.2559365660417825, "loss_fcos_ctr": 0.6191878099925816, "loss_fcos_loc": 0.2007109399419278, "loss_mask": 0.2695958223193884, "loss_maskiou": 0.006578088548849337, "loss_sem_seg": 0.2756184348836541, "lr": 0.01, "mask_rcnn/accuracy": 0.8750304433620137, "mask_rcnn/false_negative": 0.10648886202750449, "mask_rcnn/false_positive": 0.13471812965817137, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7694055577740073, "total_loss": 1.6341862976405537} {"data_time": 0.016579768620431423, "eta_seconds": 98495.00353728142, "iteration": 143439, "loss_fcos_cls": 0.25448440574109554, "loss_fcos_ctr": 0.6229092055000365, "loss_fcos_loc": 0.1970076193101704, "loss_mask": 0.26983177149668336, "loss_maskiou": 0.00537632832856616, "loss_sem_seg": 0.26278454723069444, "lr": 0.01, "mask_rcnn/accuracy": 0.8830532909700024, "mask_rcnn/false_negative": 0.09220416288166175, "mask_rcnn/false_positive": 0.140097097046105, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 39.75, "time": 0.7950458191335201, "total_loss": 1.656372293644381} {"data_time": 0.01657543797045946, "eta_seconds": 98479.4387102751, "iteration": 143459, "loss_fcos_cls": 0.26147582149133086, "loss_fcos_ctr": 0.6203334797173738, "loss_fcos_loc": 0.1954271998256445, "loss_mask": 0.2724175537005067, "loss_maskiou": 0.005417459084128495, "loss_sem_seg": 0.2965007331222296, "lr": 0.01, "mask_rcnn/accuracy": 0.8705428373881198, "mask_rcnn/false_negative": 0.1010284708103745, "mask_rcnn/false_positive": 0.14621217220094912, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.0, "time": 0.7708365805447102, "total_loss": 1.646124255239556} {"data_time": 0.016836341470479965, "eta_seconds": 98530.76491118316, "iteration": 143479, "loss_fcos_cls": 0.26166595541872084, "loss_fcos_ctr": 0.6181443799287081, "loss_fcos_loc": 0.20159922807943076, "loss_mask": 0.27537086652591825, "loss_maskiou": 0.0058017701740027405, "loss_sem_seg": 0.28504207357764244, "lr": 0.01, "mask_rcnn/accuracy": 0.8844912715751194, "mask_rcnn/false_negative": 0.1037091359453059, "mask_rcnn/false_positive": 0.11940336542226426, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.25, "time": 0.7693369779735804, "total_loss": 1.656497472045885} {"data_time": 0.01605947967618704, "eta_seconds": 98448.30905626249, "iteration": 143499, "loss_fcos_cls": 0.2625111099332571, "loss_fcos_ctr": 0.6202633827924728, "loss_fcos_loc": 0.19319164170883596, "loss_mask": 0.25878322776407003, "loss_maskiou": 0.0053452722349902615, "loss_sem_seg": 0.2772306948900223, "lr": 0.01, "mask_rcnn/accuracy": 0.8880209361307385, "mask_rcnn/false_negative": 0.10309738413642568, "mask_rcnn/false_positive": 0.1261185751983171, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.778417682275176, "total_loss": 1.639015020467923} {"data_time": 0.016587890684604645, "eta_seconds": 98456.55959023535, "iteration": 143519, "loss_fcos_cls": 0.2651745621114969, "loss_fcos_ctr": 0.6210056650452316, "loss_fcos_loc": 0.20384312258102, "loss_mask": 0.2760676387697458, "loss_maskiou": 0.005884945632715244, "loss_sem_seg": 0.3101062998175621, "lr": 0.01, "mask_rcnn/accuracy": 0.8658067272451616, "mask_rcnn/false_negative": 0.10344935372914721, "mask_rcnn/false_positive": 0.14485619350424003, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7788395714014769, "total_loss": 1.6957542518503033} {"data_time": 0.017786500975489616, "eta_seconds": 98538.66638984159, "iteration": 143539, "loss_fcos_cls": 0.26628995686769485, "loss_fcos_ctr": 0.6212887987494469, "loss_fcos_loc": 0.20631388761103153, "loss_mask": 0.2673223624005914, "loss_maskiou": 0.005829876259667799, "loss_sem_seg": 0.2871876764111221, "lr": 0.01, "mask_rcnn/accuracy": 0.8855561689850069, "mask_rcnn/false_negative": 0.0986253377489594, "mask_rcnn/false_positive": 0.11938589961155485, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7838885923847556, "total_loss": 1.6684608649811707} {"data_time": 0.016184461303055286, "eta_seconds": 98503.56489175279, "iteration": 143559, "loss_fcos_cls": 0.2718838806031272, "loss_fcos_ctr": 0.6177766225300729, "loss_fcos_loc": 0.19724625919479877, "loss_mask": 0.26527434028685093, "loss_maskiou": 0.0056551585730630904, "loss_sem_seg": 0.26339158648625016, "lr": 0.01, "mask_rcnn/accuracy": 0.8752777320605662, "mask_rcnn/false_negative": 0.1177204345183232, "mask_rcnn/false_positive": 0.1480866846021136, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7699538301676512, "total_loss": 1.6578484464480425} {"data_time": 0.01684039644896984, "eta_seconds": 98528.82055786811, "iteration": 143579, "loss_fcos_cls": 0.2747010071761906, "loss_fcos_ctr": 0.6206428012810647, "loss_fcos_loc": 0.2059978892793879, "loss_mask": 0.2835467327386141, "loss_maskiou": 0.005484420442371629, "loss_sem_seg": 0.2897624336183071, "lr": 0.01, "mask_rcnn/accuracy": 0.8748802582257393, "mask_rcnn/false_negative": 0.09470503325852722, "mask_rcnn/false_positive": 0.1580837238332155, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7860696967691183, "total_loss": 1.6940117012054543} {"data_time": 0.016389144584536552, "eta_seconds": 98579.83235180005, "iteration": 143599, "loss_fcos_cls": 0.2648573615588248, "loss_fcos_ctr": 0.6204801863059402, "loss_fcos_loc": 0.20019241084810346, "loss_mask": 0.27280012611299753, "loss_maskiou": 0.006089481146773323, "loss_sem_seg": 0.2659180494956672, "lr": 0.01, "mask_rcnn/accuracy": 0.8806672945838295, "mask_rcnn/false_negative": 0.10042857026487156, "mask_rcnn/false_positive": 0.13726915286960917, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 27.5, "time": 0.7834050860255957, "total_loss": 1.662326027522795} {"data_time": 0.016174898482859135, "eta_seconds": 98564.23440046236, "iteration": 143619, "loss_fcos_cls": 0.2566598025150597, "loss_fcos_ctr": 0.6230350555852056, "loss_fcos_loc": 0.19404074316844344, "loss_mask": 0.2750294264405966, "loss_maskiou": 0.005648925405694172, "loss_sem_seg": 0.28151804278604686, "lr": 0.01, "mask_rcnn/accuracy": 0.8802065503620803, "mask_rcnn/false_negative": 0.08740927941318627, "mask_rcnn/false_positive": 0.11458229999734032, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.5, "time": 0.7800815058872104, "total_loss": 1.6651005564344814} {"data_time": 0.017243550159037113, "eta_seconds": 98548.63644912466, "iteration": 143639, "loss_fcos_cls": 0.2582913660444319, "loss_fcos_ctr": 0.6219143960624933, "loss_fcos_loc": 0.2057405124651268, "loss_mask": 0.2653401233255863, "loss_maskiou": 0.005971967271761969, "loss_sem_seg": 0.3178296568803489, "lr": 0.01, "mask_rcnn/accuracy": 0.8727859222386725, "mask_rcnn/false_negative": 0.0854999333987923, "mask_rcnn/false_positive": 0.1618116948357638, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7670997753739357, "total_loss": 1.6472902593450272} {"data_time": 0.01625635474920273, "eta_seconds": 98579.33407559153, "iteration": 143659, "loss_fcos_cls": 0.26026077917777, "loss_fcos_ctr": 0.6186974942684174, "loss_fcos_loc": 0.1909253050107509, "loss_mask": 0.2621518708765507, "loss_maskiou": 0.005421633904916234, "loss_sem_seg": 0.307533647865057, "lr": 0.01, "mask_rcnn/accuracy": 0.8982232005705508, "mask_rcnn/false_negative": 0.10088471513827502, "mask_rcnn/false_positive": 0.11028938168594807, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.25, "time": 0.787713186815381, "total_loss": 1.6438882268303132} {"data_time": 0.019260035827755928, "eta_seconds": 98517.44054644927, "iteration": 143679, "loss_fcos_cls": 0.25514163996558636, "loss_fcos_ctr": 0.6223913915455341, "loss_fcos_loc": 0.2034377371892333, "loss_mask": 0.2880089096724987, "loss_maskiou": 0.0059923588269157335, "loss_sem_seg": 0.2782800146378577, "lr": 0.01, "mask_rcnn/accuracy": 0.8551539259771705, "mask_rcnn/false_negative": 0.09352486608678559, "mask_rcnn/false_positive": 0.18409474523741146, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7669615698978305, "total_loss": 1.6628151669719955} {"data_time": 0.01598207838833332, "eta_seconds": 98434.09087047726, "iteration": 143699, "loss_fcos_cls": 0.2650171209825203, "loss_fcos_ctr": 0.6208626504521817, "loss_fcos_loc": 0.19487375591415912, "loss_mask": 0.2776702051050961, "loss_maskiou": 0.0062097905174596235, "loss_sem_seg": 0.3040392235852778, "lr": 0.01, "mask_rcnn/accuracy": 0.87583862108748, "mask_rcnn/false_negative": 0.10566590172564634, "mask_rcnn/false_positive": 0.1250016083282631, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.767725670710206, "total_loss": 1.6839099940552842} {"data_time": 0.01696180086582899, "eta_seconds": 98388.92326698825, "iteration": 143719, "loss_fcos_cls": 0.25568032287992537, "loss_fcos_ctr": 0.621578817255795, "loss_fcos_loc": 0.20068321097642183, "loss_mask": 0.2775780623778701, "loss_maskiou": 0.005486848123837262, "loss_sem_seg": 0.29407235234975815, "lr": 0.01, "mask_rcnn/accuracy": 0.8800262826403853, "mask_rcnn/false_negative": 0.10924473160216801, "mask_rcnn/false_positive": 0.13579753231071678, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7791212955489755, "total_loss": 1.669035918013833} {"data_time": 0.01610665488988161, "eta_seconds": 98373.34072911367, "iteration": 143739, "loss_fcos_cls": 0.2600115470122546, "loss_fcos_ctr": 0.6263516116887331, "loss_fcos_loc": 0.21266825776547194, "loss_mask": 0.2825924437493086, "loss_maskiou": 0.0059808251389767975, "loss_sem_seg": 0.30050774896517396, "lr": 0.01, "mask_rcnn/accuracy": 0.8936624133706015, "mask_rcnn/false_negative": 0.07702982830752983, "mask_rcnn/false_positive": 0.14072434500247089, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 26.75, "time": 0.7933591641485691, "total_loss": 1.6941423129683244} {"data_time": 0.015198241919279099, "eta_seconds": 98357.75819123909, "iteration": 143759, "loss_fcos_cls": 0.2673630784265697, "loss_fcos_ctr": 0.6232698876410723, "loss_fcos_loc": 0.2036355985328555, "loss_mask": 0.27977148350328207, "loss_maskiou": 0.006134058981842827, "loss_sem_seg": 0.2691138950176537, "lr": 0.01, "mask_rcnn/accuracy": 0.8928551139437748, "mask_rcnn/false_negative": 0.08582759426676262, "mask_rcnn/false_positive": 0.12502066042776844, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.7770463889464736, "total_loss": 1.6691424936725525} {"data_time": 0.015594489872455597, "eta_seconds": 98404.71767998021, "iteration": 143779, "loss_fcos_cls": 0.26063222438097, "loss_fcos_ctr": 0.6200467171147466, "loss_fcos_loc": 0.20308914151974022, "loss_mask": 0.2727933069691062, "loss_maskiou": 0.005369327001972124, "loss_sem_seg": 0.2938829571940005, "lr": 0.01, "mask_rcnn/accuracy": 0.8633212369454824, "mask_rcnn/false_negative": 0.09316154978400476, "mask_rcnn/false_positive": 0.17734383294368883, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.5, "time": 0.7787107871845365, "total_loss": 1.6371530639153207} {"data_time": 0.016151356510818005, "eta_seconds": 98418.47119894624, "iteration": 143799, "loss_fcos_cls": 0.26404066709801555, "loss_fcos_ctr": 0.6180847054347396, "loss_fcos_loc": 0.20452956669032574, "loss_mask": 0.28810133691877127, "loss_maskiou": 0.006165020051412284, "loss_sem_seg": 0.3076600395143032, "lr": 0.01, "mask_rcnn/accuracy": 0.8833927576878704, "mask_rcnn/false_negative": 0.0978060858045719, "mask_rcnn/false_positive": 0.1710375581243268, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.0, "time": 0.7984735621139407, "total_loss": 1.6679173326920136} {"data_time": 0.015898048877716064, "eta_seconds": 98482.13881726749, "iteration": 143819, "loss_fcos_cls": 0.2643744945526123, "loss_fcos_ctr": 0.6214098185300827, "loss_fcos_loc": 0.20528874557930976, "loss_mask": 0.2716077696532011, "loss_maskiou": 0.005858707299921662, "loss_sem_seg": 0.3318632086738944, "lr": 0.01, "mask_rcnn/accuracy": 0.8866955589053803, "mask_rcnn/false_negative": 0.09040175600027194, "mask_rcnn/false_positive": 0.11635486162041567, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.75, "time": 0.7862876504659653, "total_loss": 1.7104157431895146} {"data_time": 0.016886036843061447, "eta_seconds": 98466.52915514447, "iteration": 143839, "loss_fcos_cls": 0.2634822392137721, "loss_fcos_ctr": 0.6185042085126042, "loss_fcos_loc": 0.19786541245412081, "loss_mask": 0.27723909821361303, "loss_maskiou": 0.006102340012148488, "loss_sem_seg": 0.28936000540852547, "lr": 0.01, "mask_rcnn/accuracy": 0.8778687550288933, "mask_rcnn/false_negative": 0.08408020684239029, "mask_rcnn/false_positive": 0.15022676519382663, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7881556050851941, "total_loss": 1.6494372580564232} {"data_time": 0.017423521727323532, "eta_seconds": 98450.91949302144, "iteration": 143859, "loss_fcos_cls": 0.2705012309597805, "loss_fcos_ctr": 0.6215526117011905, "loss_fcos_loc": 0.2025219605420716, "loss_mask": 0.267599742859602, "loss_maskiou": 0.006636610560235567, "loss_sem_seg": 0.2640914125367999, "lr": 0.01, "mask_rcnn/accuracy": 0.8655062024809924, "mask_rcnn/false_negative": 0.10168585223113683, "mask_rcnn/false_positive": 0.1519771056511465, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 25.0, "time": 0.7836681576445699, "total_loss": 1.6514839753690467} {"data_time": 0.017550312913954258, "eta_seconds": 98435.30983089842, "iteration": 143879, "loss_fcos_cls": 0.2538913912139833, "loss_fcos_ctr": 0.6190949892625213, "loss_fcos_loc": 0.1930704937549308, "loss_mask": 0.27586731128394604, "loss_maskiou": 0.00600215627491707, "loss_sem_seg": 0.29784091422334313, "lr": 0.01, "mask_rcnn/accuracy": 0.8774028550814266, "mask_rcnn/false_negative": 0.1278997500844393, "mask_rcnn/false_positive": 0.13064033353654797, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.5, "time": 0.7786565739661455, "total_loss": 1.6382056135771563} {"data_time": 0.01784038357436657, "eta_seconds": 98345.86308173463, "iteration": 143899, "loss_fcos_cls": 0.26273491757456213, "loss_fcos_ctr": 0.6223667729645967, "loss_fcos_loc": 0.19921615161001682, "loss_mask": 0.27143888268619776, "loss_maskiou": 0.005399211833719164, "loss_sem_seg": 0.2929867831990123, "lr": 0.01, "mask_rcnn/accuracy": 0.8774617346938776, "mask_rcnn/false_negative": 0.10489899568260097, "mask_rcnn/false_positive": 0.15044190221596643, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.75, "time": 0.7791328569874167, "total_loss": 1.6702230415467056} {"data_time": 0.01582991424947977, "eta_seconds": 98302.55598501954, "iteration": 143919, "loss_fcos_cls": 0.2540286872535944, "loss_fcos_ctr": 0.6224300181493163, "loss_fcos_loc": 0.20788669306784868, "loss_mask": 0.27222722163423896, "loss_maskiou": 0.0058786487170436885, "loss_sem_seg": 0.2845532773062587, "lr": 0.01, "mask_rcnn/accuracy": 0.8795068430598045, "mask_rcnn/false_negative": 0.08974071498401429, "mask_rcnn/false_positive": 0.14881692178564065, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.0, "time": 0.770315932109952, "total_loss": 1.6682947787739977} {"data_time": 0.01579546555876732, "eta_seconds": 98230.9585155882, "iteration": 143939, "loss_fcos_cls": 0.26341178151778877, "loss_fcos_ctr": 0.6231897277757525, "loss_fcos_loc": 0.2129803290590644, "loss_mask": 0.2797393712680787, "loss_maskiou": 0.0064587237720843405, "loss_sem_seg": 0.28508179262280464, "lr": 0.01, "mask_rcnn/accuracy": 0.8579282929986154, "mask_rcnn/false_negative": 0.1147481324008851, "mask_rcnn/false_positive": 0.14636468888284265, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7871517492458224, "total_loss": 1.676629987974593} {"data_time": 0.01656716875731945, "eta_seconds": 98250.78239154164, "iteration": 143959, "loss_fcos_cls": 0.26472441945225, "loss_fcos_ctr": 0.6221643537282944, "loss_fcos_loc": 0.20265491004101932, "loss_mask": 0.27373610343784094, "loss_maskiou": 0.006161226847325452, "loss_sem_seg": 0.29986488819122314, "lr": 0.01, "mask_rcnn/accuracy": 0.8803956106252024, "mask_rcnn/false_negative": 0.1123279706366308, "mask_rcnn/false_positive": 0.1296793765180616, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7880088472738862, "total_loss": 1.6778637735515076} {"data_time": 0.0155807975679636, "eta_seconds": 98255.77531736065, "iteration": 143979, "loss_fcos_cls": 0.26175376516766846, "loss_fcos_ctr": 0.6224639797583222, "loss_fcos_loc": 0.216499692061916, "loss_mask": 0.2803837498649955, "loss_maskiou": 0.005881516466615722, "loss_sem_seg": 0.27163707464933395, "lr": 0.01, "mask_rcnn/accuracy": 0.8835142563091971, "mask_rcnn/false_negative": 0.08866424453386262, "mask_rcnn/false_positive": 0.12972947482741465, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.25, "time": 0.777444482780993, "total_loss": 1.6559879924898269} {"data_time": 0.015546656213700771, "eta_seconds": 98200.28252959996, "iteration": 143999, "loss_fcos_cls": 0.25564806594047695, "loss_fcos_ctr": 0.6231683315709233, "loss_fcos_loc": 0.20395982055924833, "loss_mask": 0.2749461750499904, "loss_maskiou": 0.006860684021376073, "loss_sem_seg": 0.2873465516604483, "lr": 0.01, "mask_rcnn/accuracy": 0.858187681852402, "mask_rcnn/false_negative": 0.10404361465114217, "mask_rcnn/false_positive": 0.17101971467829394, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7760852687060833, "total_loss": 1.6652936963364482} {"data_time": 0.015763523057103157, "eta_seconds": 98155.18519886956, "iteration": 144019, "loss_fcos_cls": 0.26412960642483085, "loss_fcos_ctr": 0.6188239548355341, "loss_fcos_loc": 0.20142922434024513, "loss_mask": 0.28041988983750343, "loss_maskiou": 0.005390089470893145, "loss_sem_seg": 0.27012632228434086, "lr": 0.01, "mask_rcnn/accuracy": 0.870572092473353, "mask_rcnn/false_negative": 0.08715539985387732, "mask_rcnn/false_positive": 0.16669758827536862, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.75, "time": 0.7727600960060954, "total_loss": 1.6471850944144535} {"data_time": 0.018281876109540462, "eta_seconds": 98132.8791371528, "iteration": 144039, "loss_fcos_cls": 0.26129438378848135, "loss_fcos_ctr": 0.6208450738340616, "loss_fcos_loc": 0.20268953638151288, "loss_mask": 0.27665421832352877, "loss_maskiou": 0.006423153157811612, "loss_sem_seg": 0.2703421129845083, "lr": 0.01, "mask_rcnn/accuracy": 0.8640529301421566, "mask_rcnn/false_negative": 0.0963909053104136, "mask_rcnn/false_positive": 0.16948905697123595, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7678094590082765, "total_loss": 1.6653540662518935} {"data_time": 0.01594434678554535, "eta_seconds": 98193.40109381545, "iteration": 144059, "loss_fcos_cls": 0.27060200669802725, "loss_fcos_ctr": 0.6206414820626378, "loss_fcos_loc": 0.19799576024524868, "loss_mask": 0.25861939135938883, "loss_maskiou": 0.006026278846547939, "loss_sem_seg": 0.2662674286402762, "lr": 0.01, "mask_rcnn/accuracy": 0.8837658126393625, "mask_rcnn/false_negative": 0.09333305648543182, "mask_rcnn/false_positive": 0.16141956127572182, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.8015294205397367, "total_loss": 1.6603238200768828} {"data_time": 0.01474410854279995, "eta_seconds": 98101.71619651653, "iteration": 144079, "loss_fcos_cls": 0.25514389807358384, "loss_fcos_ctr": 0.621177438646555, "loss_fcos_loc": 0.19199610338546336, "loss_mask": 0.2663267236202955, "loss_maskiou": 0.005674915330018848, "loss_sem_seg": 0.2786593681667, "lr": 0.01, "mask_rcnn/accuracy": 0.8813386635141862, "mask_rcnn/false_negative": 0.09012131733133628, "mask_rcnn/false_positive": 0.13652869346450902, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7695496780797839, "total_loss": 1.6540783590171486} {"data_time": 0.015385180711746216, "eta_seconds": 98086.13472619839, "iteration": 144099, "loss_fcos_cls": 0.26058261026628315, "loss_fcos_ctr": 0.6229101923527196, "loss_fcos_loc": 0.1987770979758352, "loss_mask": 0.2808115938678384, "loss_maskiou": 0.005642508942401037, "loss_sem_seg": 0.2569313310086727, "lr": 0.01, "mask_rcnn/accuracy": 0.8877655570424892, "mask_rcnn/false_negative": 0.10050819820450212, "mask_rcnn/false_positive": 0.11534119281790747, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.75, "time": 0.7761745229363441, "total_loss": 1.638200281537138} {"data_time": 0.016372982412576675, "eta_seconds": 98048.39252109732, "iteration": 144119, "loss_fcos_cls": 0.2555463120806962, "loss_fcos_ctr": 0.6169422026723623, "loss_fcos_loc": 0.19503520661965013, "loss_mask": 0.26751963794231415, "loss_maskiou": 0.0055377337339450605, "loss_sem_seg": 0.2916682620998472, "lr": 0.01, "mask_rcnn/accuracy": 0.8927013237727524, "mask_rcnn/false_negative": 0.09694403625855767, "mask_rcnn/false_positive": 0.13406674301246813, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.25, "time": 0.7707464480772614, "total_loss": 1.6429273557860142} {"data_time": 0.016419931314885616, "eta_seconds": 98032.81457168143, "iteration": 144139, "loss_fcos_cls": 0.25990583311067894, "loss_fcos_ctr": 0.6213266663253307, "loss_fcos_loc": 0.1995944184018299, "loss_mask": 0.2607373781502247, "loss_maskiou": 0.005807383909996133, "loss_sem_seg": 0.2764918424654752, "lr": 0.01, "mask_rcnn/accuracy": 0.8736326644165627, "mask_rcnn/false_negative": 0.12640111344235616, "mask_rcnn/false_positive": 0.1278773160273456, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.7703422354534268, "total_loss": 1.659834478472476} {"data_time": 0.01579487230628729, "eta_seconds": 97992.28024282493, "iteration": 144159, "loss_fcos_cls": 0.268808807246387, "loss_fcos_ctr": 0.6211385671049356, "loss_fcos_loc": 0.2102115029701963, "loss_mask": 0.29131069499999285, "loss_maskiou": 0.006619001069338992, "loss_sem_seg": 0.2938577305758372, "lr": 0.01, "mask_rcnn/accuracy": 0.8661091235698035, "mask_rcnn/false_negative": 0.08962610053339018, "mask_rcnn/false_positive": 0.19439772860299098, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.79025296587497, "total_loss": 1.7030124641896691} {"data_time": 0.016092735342681408, "eta_seconds": 97944.36096437182, "iteration": 144179, "loss_fcos_cls": 0.2667413561139256, "loss_fcos_ctr": 0.6189166456460953, "loss_fcos_loc": 0.20158813893795013, "loss_mask": 0.27535424195230007, "loss_maskiou": 0.005825892534630839, "loss_sem_seg": 0.2774265226908028, "lr": 0.01, "mask_rcnn/accuracy": 0.883571162840136, "mask_rcnn/false_negative": 0.10262946661989783, "mask_rcnn/false_positive": 0.12548253239244825, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7719053439795971, "total_loss": 1.635186754669121} {"data_time": 0.014322353526949883, "eta_seconds": 97961.13227666356, "iteration": 144199, "loss_fcos_cls": 0.2542836661450565, "loss_fcos_ctr": 0.6194761702790856, "loss_fcos_loc": 0.2009657605085522, "loss_mask": 0.28034146688878536, "loss_maskiou": 0.00630736105813412, "loss_sem_seg": 0.3073650565929711, "lr": 0.01, "mask_rcnn/accuracy": 0.8752402981478591, "mask_rcnn/false_negative": 0.09911931634199214, "mask_rcnn/false_positive": 0.1383920815710215, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7797898147255182, "total_loss": 1.654060784392641} {"data_time": 0.016786569729447365, "eta_seconds": 97971.07138460968, "iteration": 144219, "loss_fcos_cls": 0.2578809838742018, "loss_fcos_ctr": 0.6215803101658821, "loss_fcos_loc": 0.20051528722979128, "loss_mask": 0.28008225187659264, "loss_maskiou": 0.006233179286937229, "loss_sem_seg": 0.36227610195055604, "lr": 0.01, "mask_rcnn/accuracy": 0.8741000587716721, "mask_rcnn/false_negative": 0.09134251746118768, "mask_rcnn/false_positive": 0.15472029082318112, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7806181572377682, "total_loss": 1.7206749879842391} {"data_time": 0.019160176627337933, "eta_seconds": 97985.71053195558, "iteration": 144239, "loss_fcos_cls": 0.2837736656074412, "loss_fcos_ctr": 0.6226945780217648, "loss_fcos_loc": 0.2069822964258492, "loss_mask": 0.2682973565533757, "loss_maskiou": 0.005975481719360687, "loss_sem_seg": 0.2823733575642109, "lr": 0.01, "mask_rcnn/accuracy": 0.8931704987189681, "mask_rcnn/false_negative": 0.10759172464358924, "mask_rcnn/false_positive": 0.11408170247750292, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.75, "time": 0.7962847901508212, "total_loss": 1.6842474344812217} {"data_time": 0.016812292858958244, "eta_seconds": 97997.64863417298, "iteration": 144259, "loss_fcos_cls": 0.25478571048006415, "loss_fcos_ctr": 0.6210956871509552, "loss_fcos_loc": 0.19693204411305487, "loss_mask": 0.2663147347047925, "loss_maskiou": 0.006085442684707232, "loss_sem_seg": 0.29532718751579523, "lr": 0.01, "mask_rcnn/accuracy": 0.8788849559381138, "mask_rcnn/false_negative": 0.08588440650648356, "mask_rcnn/false_positive": 0.1314221115556693, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 33.0, "time": 0.7913292534649372, "total_loss": 1.6833955011315993} {"data_time": 0.0176355866715312, "eta_seconds": 98001.33776348177, "iteration": 144279, "loss_fcos_cls": 0.26305022509768605, "loss_fcos_ctr": 0.6221080217510462, "loss_fcos_loc": 0.19708067295141518, "loss_mask": 0.2723556477576494, "loss_maskiou": 0.005656652123434469, "loss_sem_seg": 0.2960256040096283, "lr": 0.01, "mask_rcnn/accuracy": 0.8827116114302864, "mask_rcnn/false_negative": 0.09528635962698974, "mask_rcnn/false_positive": 0.14801046441497284, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7856607427820563, "total_loss": 1.6912995480088284} {"data_time": 0.016128155402839184, "eta_seconds": 97966.47418872267, "iteration": 144299, "loss_fcos_cls": 0.25537451822310686, "loss_fcos_ctr": 0.6216847812756896, "loss_fcos_loc": 0.2031417277175933, "loss_mask": 0.27927875611931086, "loss_maskiou": 0.006058520986698568, "loss_sem_seg": 0.30290483171120286, "lr": 0.01, "mask_rcnn/accuracy": 0.8710654858534324, "mask_rcnn/false_negative": 0.08588741070581303, "mask_rcnn/false_positive": 0.1472960010600908, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7748895566910505, "total_loss": 1.6792538146110019} {"data_time": 0.01836408581584692, "eta_seconds": 97923.37915066443, "iteration": 144319, "loss_fcos_cls": 0.26552351529244334, "loss_fcos_ctr": 0.6223131627775729, "loss_fcos_loc": 0.1996223614551127, "loss_mask": 0.272087249904871, "loss_maskiou": 0.005484799046826083, "loss_sem_seg": 0.2984323790296912, "lr": 0.01, "mask_rcnn/accuracy": 0.871578702608546, "mask_rcnn/false_negative": 0.09141223967354062, "mask_rcnn/false_positive": 0.14740513653492762, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7674966510385275, "total_loss": 1.668709605022741} {"data_time": 0.01547263003885746, "eta_seconds": 97837.32987821102, "iteration": 144339, "loss_fcos_cls": 0.2565685452427715, "loss_fcos_ctr": 0.6221043905243278, "loss_fcos_loc": 0.20345334126614034, "loss_mask": 0.2614333676174283, "loss_maskiou": 0.005279133444219042, "loss_sem_seg": 0.31312485318630934, "lr": 0.01, "mask_rcnn/accuracy": 0.8703505440637793, "mask_rcnn/false_negative": 0.10094856608822524, "mask_rcnn/false_positive": 0.15581505698766399, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7634639535099268, "total_loss": 1.6714567415024248} {"data_time": 0.015709655359387398, "eta_seconds": 97878.85135747865, "iteration": 144359, "loss_fcos_cls": 0.274049106054008, "loss_fcos_ctr": 0.6229411968961358, "loss_fcos_loc": 0.20215950370766222, "loss_mask": 0.27399039221927524, "loss_maskiou": 0.005898028641240671, "loss_sem_seg": 0.32071302831172943, "lr": 0.01, "mask_rcnn/accuracy": 0.8658076870979843, "mask_rcnn/false_negative": 0.10726589744841233, "mask_rcnn/false_positive": 0.15403949645638135, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.25, "time": 0.7841739505529404, "total_loss": 1.7092182417982258} {"data_time": 0.017243685200810432, "eta_seconds": 97806.18661820889, "iteration": 144379, "loss_fcos_cls": 0.2628304467070848, "loss_fcos_ctr": 0.6184892747551203, "loss_fcos_loc": 0.1962542433757335, "loss_mask": 0.2813142640516162, "loss_maskiou": 0.005712829733965918, "loss_sem_seg": 0.30885984981432557, "lr": 0.01, "mask_rcnn/accuracy": 0.8850526147959183, "mask_rcnn/false_negative": 0.09351988369209474, "mask_rcnn/false_positive": 0.14676780476290796, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.25, "time": 0.7667811783030629, "total_loss": 1.6944701176689705} {"data_time": 0.0174755547195673, "eta_seconds": 97758.38707611803, "iteration": 144399, "loss_fcos_cls": 0.2765417107148096, "loss_fcos_ctr": 0.622899308335036, "loss_fcos_loc": 0.20614646188914776, "loss_mask": 0.264686924405396, "loss_maskiou": 0.005692226593964733, "loss_sem_seg": 0.29451771825551987, "lr": 0.01, "mask_rcnn/accuracy": 0.8700998075998077, "mask_rcnn/false_negative": 0.08889743987832166, "mask_rcnn/false_positive": 0.14423862870052104, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7635006513446569, "total_loss": 1.6903314040828263} {"data_time": 0.01716066338121891, "eta_seconds": 97770.1539950585, "iteration": 144419, "loss_fcos_cls": 0.2622628209646791, "loss_fcos_ctr": 0.6221457170322537, "loss_fcos_loc": 0.2034207247197628, "loss_mask": 0.2847474114969373, "loss_maskiou": 0.00620358441665303, "loss_sem_seg": 0.28429956873878837, "lr": 0.01, "mask_rcnn/accuracy": 0.887655676736987, "mask_rcnn/false_negative": 0.09799800676370017, "mask_rcnn/false_positive": 0.1287939760367089, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.7773558367043734, "total_loss": 1.647866525752761} {"data_time": 0.01618051342666149, "eta_seconds": 97727.25407970045, "iteration": 144439, "loss_fcos_cls": 0.27695419266819954, "loss_fcos_ctr": 0.6205791309475899, "loss_fcos_loc": 0.20396640338003635, "loss_mask": 0.2753056772053242, "loss_maskiou": 0.005513377509487327, "loss_sem_seg": 0.27173297677654773, "lr": 0.01, "mask_rcnn/accuracy": 0.8815004740213843, "mask_rcnn/false_negative": 0.09066403362702757, "mask_rcnn/false_positive": 0.161525736462161, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7674105614423752, "total_loss": 1.6568184838615707} {"data_time": 0.01625528372824192, "eta_seconds": 97726.39718193468, "iteration": 144459, "loss_fcos_cls": 0.25794570124708116, "loss_fcos_ctr": 0.6214050375856459, "loss_fcos_loc": 0.20182405260857195, "loss_mask": 0.26919981045648456, "loss_maskiou": 0.006044212990673259, "loss_sem_seg": 0.3129735914990306, "lr": 0.01, "mask_rcnn/accuracy": 0.8848116965942221, "mask_rcnn/false_negative": 0.09504861080399696, "mask_rcnn/false_positive": 0.1339744104756258, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.0, "time": 0.7781804408878088, "total_loss": 1.6901792347143783} {"data_time": 0.015387778170406818, "eta_seconds": 97723.44144109171, "iteration": 144479, "loss_fcos_cls": 0.26625475473701954, "loss_fcos_ctr": 0.6207093549892306, "loss_fcos_loc": 0.2040362663101405, "loss_mask": 0.2860206514596939, "loss_maskiou": 0.006391724629793316, "loss_sem_seg": 0.3201499644201249, "lr": 0.01, "mask_rcnn/accuracy": 0.8936676540487856, "mask_rcnn/false_negative": 0.08283571044024052, "mask_rcnn/false_positive": 0.13752794071658964, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.75, "time": 0.7894371338188648, "total_loss": 1.7103885902906768} {"data_time": 0.01589868124574423, "eta_seconds": 97712.75683820248, "iteration": 144499, "loss_fcos_cls": 0.25719191087409854, "loss_fcos_ctr": 0.6180257266387343, "loss_fcos_loc": 0.19698894454631954, "loss_mask": 0.27092094626277685, "loss_maskiou": 0.005660805371007882, "loss_sem_seg": 0.2764466442167759, "lr": 0.01, "mask_rcnn/accuracy": 0.8834693877551021, "mask_rcnn/false_negative": 0.09433830992284634, "mask_rcnn/false_positive": 0.1351484409484805, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7820496428757906, "total_loss": 1.643714902413194} {"data_time": 0.015827775932848454, "eta_seconds": 97679.69065712672, "iteration": 144519, "loss_fcos_cls": 0.272411871002987, "loss_fcos_ctr": 0.6198109574615955, "loss_fcos_loc": 0.20495281484909356, "loss_mask": 0.2849585972726345, "loss_maskiou": 0.006093366951972712, "loss_sem_seg": 0.2869655853137374, "lr": 0.01, "mask_rcnn/accuracy": 0.8833546153788203, "mask_rcnn/false_negative": 0.0837867356875787, "mask_rcnn/false_positive": 0.12658551996981082, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.0, "time": 0.7672886447981, "total_loss": 1.6835750022364664} {"data_time": 0.015954558737576008, "eta_seconds": 97646.44882677775, "iteration": 144539, "loss_fcos_cls": 0.2551422156393528, "loss_fcos_ctr": 0.6235562777146697, "loss_fcos_loc": 0.2063592409249395, "loss_mask": 0.273303241468966, "loss_maskiou": 0.0060867630381835625, "loss_sem_seg": 0.3054108589421958, "lr": 0.01, "mask_rcnn/accuracy": 0.872955560064935, "mask_rcnn/false_negative": 0.08272824175301707, "mask_rcnn/false_positive": 0.14871978794262958, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7749163042753935, "total_loss": 1.6799610434009082} {"data_time": 0.01634442899376154, "eta_seconds": 97625.40810080711, "iteration": 144559, "loss_fcos_cls": 0.2652718680910766, "loss_fcos_ctr": 0.619889868889004, "loss_fcos_loc": 0.1948499244172126, "loss_mask": 0.26330586103722453, "loss_maskiou": 0.0055892808304633945, "loss_sem_seg": 0.32635890040546656, "lr": 0.01, "mask_rcnn/accuracy": 0.9036395436234228, "mask_rcnn/false_negative": 0.07657320971305329, "mask_rcnn/false_positive": 0.11675338467657416, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7718712436035275, "total_loss": 1.6508184582489775} {"data_time": 0.017917437478899956, "eta_seconds": 97544.13083910663, "iteration": 144579, "loss_fcos_cls": 0.26844558911398053, "loss_fcos_ctr": 0.6230952930636704, "loss_fcos_loc": 0.20423840312287211, "loss_mask": 0.2717964509502053, "loss_maskiou": 0.00585491988749709, "loss_sem_seg": 0.29964442853815854, "lr": 0.01, "mask_rcnn/accuracy": 0.89016461447801, "mask_rcnn/false_negative": 0.08426982467874485, "mask_rcnn/false_positive": 0.12619955369641633, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7700080377981067, "total_loss": 1.6753613970577135} {"data_time": 0.01733321789652109, "eta_seconds": 97543.76221165713, "iteration": 144599, "loss_fcos_cls": 0.2629698551027104, "loss_fcos_ctr": 0.6210412946529686, "loss_fcos_loc": 0.20949660387123004, "loss_mask": 0.269175436347723, "loss_maskiou": 0.005760710970207583, "loss_sem_seg": 0.2814059890806675, "lr": 0.01, "mask_rcnn/accuracy": 0.875351317475042, "mask_rcnn/false_negative": 0.1011046352572802, "mask_rcnn/false_positive": 0.13424785274993556, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7934034885838628, "total_loss": 1.6604718059243169} {"data_time": 0.016236036084592342, "eta_seconds": 97513.02149351407, "iteration": 144619, "loss_fcos_cls": 0.25354797136969864, "loss_fcos_ctr": 0.6183340651914477, "loss_fcos_loc": 0.19703355734236538, "loss_mask": 0.269283652305603, "loss_maskiou": 0.005620595591608435, "loss_sem_seg": 0.26965070562437177, "lr": 0.01, "mask_rcnn/accuracy": 0.8694692953034564, "mask_rcnn/false_negative": 0.10457284322475796, "mask_rcnn/false_positive": 0.17059512392792686, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.25, "time": 0.7824305556714535, "total_loss": 1.6109885671758093} {"data_time": 0.018026497215032578, "eta_seconds": 97497.46682071779, "iteration": 144639, "loss_fcos_cls": 0.24874540138989687, "loss_fcos_ctr": 0.6211529718711972, "loss_fcos_loc": 0.20387657219544053, "loss_mask": 0.28309308364987373, "loss_maskiou": 0.0061108813097234815, "loss_sem_seg": 0.3072142549790442, "lr": 0.01, "mask_rcnn/accuracy": 0.8772904356900864, "mask_rcnn/false_negative": 0.10590718286462404, "mask_rcnn/false_positive": 0.14772503930518904, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.7597611388191581, "total_loss": 1.6661813961691223} {"data_time": 0.01626637764275074, "eta_seconds": 97547.5823435979, "iteration": 144659, "loss_fcos_cls": 0.25969267589971423, "loss_fcos_ctr": 0.6207773191854358, "loss_fcos_loc": 0.19810969266109169, "loss_mask": 0.26453677332028747, "loss_maskiou": 0.00600920723809395, "loss_sem_seg": 0.28929018462076783, "lr": 0.01, "mask_rcnn/accuracy": 0.8930787344871174, "mask_rcnn/false_negative": 0.09069234596321807, "mask_rcnn/false_positive": 0.13298179119241343, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7972919158637524, "total_loss": 1.6424564780900255} {"data_time": 0.016048208810389042, "eta_seconds": 97537.48665657546, "iteration": 144679, "loss_fcos_cls": 0.2485692473128438, "loss_fcos_ctr": 0.6207337863743305, "loss_fcos_loc": 0.20500373421236873, "loss_mask": 0.2824156414717436, "loss_maskiou": 0.0061912099772598594, "loss_sem_seg": 0.25441663758829236, "lr": 0.01, "mask_rcnn/accuracy": 0.8812380654015992, "mask_rcnn/false_negative": 0.10480853976296303, "mask_rcnn/false_positive": 0.14828841001619955, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7671994213014841, "total_loss": 1.6378147427458316} {"data_time": 0.017252476885914803, "eta_seconds": 97552.16207654681, "iteration": 144699, "loss_fcos_cls": 0.2563800378702581, "loss_fcos_ctr": 0.6227469360455871, "loss_fcos_loc": 0.21267753024585545, "loss_mask": 0.27317046094685793, "loss_maskiou": 0.005468173396366183, "loss_sem_seg": 0.27674534916877747, "lr": 0.01, "mask_rcnn/accuracy": 0.8636389148682728, "mask_rcnn/false_negative": 0.11034118648420796, "mask_rcnn/false_positive": 0.15589356427484055, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 24.5, "time": 0.785557646304369, "total_loss": 1.6457145318054245} {"data_time": 0.01537906751036644, "eta_seconds": 97510.59080063738, "iteration": 144719, "loss_fcos_cls": 0.25893364066723734, "loss_fcos_ctr": 0.6196760814636946, "loss_fcos_loc": 0.19330766960047185, "loss_mask": 0.28556196112185717, "loss_maskiou": 0.005365155724575743, "loss_sem_seg": 0.2984189121052623, "lr": 0.01, "mask_rcnn/accuracy": 0.8704116402658624, "mask_rcnn/false_negative": 0.09777245391382541, "mask_rcnn/false_positive": 0.15986967751959424, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7690232405439019, "total_loss": 1.6370758528428269} {"data_time": 0.014817138202488422, "eta_seconds": 97463.33466311079, "iteration": 144739, "loss_fcos_cls": 0.2583941452903673, "loss_fcos_ctr": 0.6216442529112101, "loss_fcos_loc": 0.20428451371844858, "loss_mask": 0.2808276740834117, "loss_maskiou": 0.00557280084467493, "loss_sem_seg": 0.28904360765591264, "lr": 0.01, "mask_rcnn/accuracy": 0.8748219981772614, "mask_rcnn/false_negative": 0.09689018361270293, "mask_rcnn/false_positive": 0.14665090354855442, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.25, "time": 0.7590389652177691, "total_loss": 1.6482752489464474} {"data_time": 0.0161471301689744, "eta_seconds": 97475.22255931702, "iteration": 144759, "loss_fcos_cls": 0.26947738823946565, "loss_fcos_ctr": 0.6242377301678061, "loss_fcos_loc": 0.21667329571209848, "loss_mask": 0.2825740650296211, "loss_maskiou": 0.006046408234396949, "loss_sem_seg": 0.31856497284024954, "lr": 0.01, "mask_rcnn/accuracy": 0.8715773943141053, "mask_rcnn/false_negative": 0.10760131820480799, "mask_rcnn/false_positive": 0.15498923336008738, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7801314955577254, "total_loss": 1.7140382427314762} {"data_time": 0.015642695128917694, "eta_seconds": 97421.53040070459, "iteration": 144779, "loss_fcos_cls": 0.28306560683995485, "loss_fcos_ctr": 0.6194529375061393, "loss_fcos_loc": 0.20049830875359476, "loss_mask": 0.27105382084846497, "loss_maskiou": 0.005622917058644816, "loss_sem_seg": 0.3077350980602205, "lr": 0.01, "mask_rcnn/accuracy": 0.8988019314868805, "mask_rcnn/false_negative": 0.0861814466661095, "mask_rcnn/false_positive": 0.13767412349093228, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7704143840819597, "total_loss": 1.694218719152559} {"data_time": 0.01624757144600153, "eta_seconds": 97373.02943834756, "iteration": 144799, "loss_fcos_cls": 0.26314004650339484, "loss_fcos_ctr": 0.6241150847636163, "loss_fcos_loc": 0.2096733283251524, "loss_mask": 0.2701796228066087, "loss_maskiou": 0.005401920949225314, "loss_sem_seg": 0.3612749259918928, "lr": 0.01, "mask_rcnn/accuracy": 0.8529855278052797, "mask_rcnn/false_negative": 0.12656257991252637, "mask_rcnn/false_positive": 0.16673397606445514, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7829305743798614, "total_loss": 1.7004831628219108} {"data_time": 0.018226251006126404, "eta_seconds": 97322.13014383614, "iteration": 144819, "loss_fcos_cls": 0.2542919205734506, "loss_fcos_ctr": 0.6201584236696362, "loss_fcos_loc": 0.195438988157548, "loss_mask": 0.2712341956794262, "loss_maskiou": 0.005429476535937283, "loss_sem_seg": 0.3355805715546012, "lr": 0.01, "mask_rcnn/accuracy": 0.8960043256433008, "mask_rcnn/false_negative": 0.09807958063765224, "mask_rcnn/false_positive": 0.09782154408767038, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.75, "time": 0.7631020210683346, "total_loss": 1.6642460628499975} {"data_time": 0.01518910750746727, "eta_seconds": 97306.58111800253, "iteration": 144839, "loss_fcos_cls": 0.26422940159682184, "loss_fcos_ctr": 0.6196817574091256, "loss_fcos_loc": 0.20427611167542636, "loss_mask": 0.2649186351336539, "loss_maskiou": 0.006198221723025199, "loss_sem_seg": 0.2972862245514989, "lr": 0.01, "mask_rcnn/accuracy": 0.8901945260862967, "mask_rcnn/false_negative": 0.08095896029121699, "mask_rcnn/false_positive": 0.13377704502564441, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7848830800503492, "total_loss": 1.6408444631742896} {"data_time": 0.01732842717319727, "eta_seconds": 97291.03209216893, "iteration": 144859, "loss_fcos_cls": 0.26154032815247774, "loss_fcos_ctr": 0.622474005445838, "loss_fcos_loc": 0.20786559651605785, "loss_mask": 0.27729822136461735, "loss_maskiou": 0.006120635038314504, "loss_sem_seg": 0.29527522763237357, "lr": 0.01, "mask_rcnn/accuracy": 0.8618773030045351, "mask_rcnn/false_negative": 0.12231519568126659, "mask_rcnn/false_positive": 0.14181449890332115, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7827522307634354, "total_loss": 1.6717500287631992} {"data_time": 0.017934237606823444, "eta_seconds": 97296.4635852864, "iteration": 144879, "loss_fcos_cls": 0.2562204559799284, "loss_fcos_ctr": 0.6220768308266997, "loss_fcos_loc": 0.20174042717553675, "loss_mask": 0.2847730414941907, "loss_maskiou": 0.006692191134789027, "loss_sem_seg": 0.26526108710095286, "lr": 0.01, "mask_rcnn/accuracy": 0.8863602481963, "mask_rcnn/false_negative": 0.09038686062287035, "mask_rcnn/false_positive": 0.1408393862507717, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7848092783242464, "total_loss": 1.6246675007569138} {"data_time": 0.015060481615364552, "eta_seconds": 97259.93404050171, "iteration": 144899, "loss_fcos_cls": 0.2598932482069358, "loss_fcos_ctr": 0.621860159561038, "loss_fcos_loc": 0.20326680061407387, "loss_mask": 0.2661132737994194, "loss_maskiou": 0.00548965203051921, "loss_sem_seg": 0.2901482228189707, "lr": 0.01, "mask_rcnn/accuracy": 0.8912601264348479, "mask_rcnn/false_negative": 0.09406190995459948, "mask_rcnn/false_positive": 0.11214175710161645, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7788578057661653, "total_loss": 1.6607302517113567} {"data_time": 0.01603730581700802, "eta_seconds": 97346.8484223932, "iteration": 144919, "loss_fcos_cls": 0.2623302754946053, "loss_fcos_ctr": 0.6211956683546305, "loss_fcos_loc": 0.203293536324054, "loss_mask": 0.28075780905783176, "loss_maskiou": 0.006210486288182437, "loss_sem_seg": 0.28798792068846524, "lr": 0.01, "mask_rcnn/accuracy": 0.8827796697496733, "mask_rcnn/false_negative": 0.09073932260479585, "mask_rcnn/false_positive": 0.16927106907763317, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7800712892785668, "total_loss": 1.6462136051850393} {"data_time": 0.016538703814148903, "eta_seconds": 97351.92397140898, "iteration": 144939, "loss_fcos_cls": 0.2636286555789411, "loss_fcos_ctr": 0.6226195907220244, "loss_fcos_loc": 0.2109008829575032, "loss_mask": 0.2752006584778428, "loss_maskiou": 0.005771580719738267, "loss_sem_seg": 0.28816886246204376, "lr": 0.01, "mask_rcnn/accuracy": 0.8920268579129765, "mask_rcnn/false_negative": 0.09145509624823736, "mask_rcnn/false_positive": 0.12570357628437662, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7956120958551764, "total_loss": 1.6547471809171839} {"data_time": 0.015271075069904327, "eta_seconds": 97311.5256268112, "iteration": 144959, "loss_fcos_cls": 0.27692453376948833, "loss_fcos_ctr": 0.6215432863682508, "loss_fcos_loc": 0.19454160751774907, "loss_mask": 0.27980515267699957, "loss_maskiou": 0.006047235787264071, "loss_sem_seg": 0.2877426298800856, "lr": 0.01, "mask_rcnn/accuracy": 0.8633607708338629, "mask_rcnn/false_negative": 0.10148842943054041, "mask_rcnn/false_positive": 0.16681620687342194, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 38.75, "time": 0.774644828401506, "total_loss": 1.6682088469096925} {"data_time": 0.01789622101932764, "eta_seconds": 97265.93105171248, "iteration": 144979, "loss_fcos_cls": 0.25953312451019883, "loss_fcos_ctr": 0.6209405530244112, "loss_fcos_loc": 0.2056762909051031, "loss_mask": 0.27547971718013287, "loss_maskiou": 0.00625399033742724, "loss_sem_seg": 0.31257501197978854, "lr": 0.01, "mask_rcnn/accuracy": 0.8903766318317099, "mask_rcnn/false_negative": 0.08460318665181105, "mask_rcnn/false_positive": 0.14339459246888067, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 24.0, "time": 0.7727472083643079, "total_loss": 1.6616965632128995} {"data_time": 0.015447905287146568, "eta_seconds": 97280.39614907932, "iteration": 144999, "loss_fcos_cls": 0.25933088548481464, "loss_fcos_ctr": 0.6206243168562651, "loss_fcos_loc": 0.1968624594155699, "loss_mask": 0.26738882064819336, "loss_maskiou": 0.00565816762536997, "loss_sem_seg": 0.26583817321807146, "lr": 0.01, "mask_rcnn/accuracy": 0.89242204166588, "mask_rcnn/false_negative": 0.08872126694052414, "mask_rcnn/false_positive": 0.13099288059836656, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 25.5, "time": 0.7745082238689065, "total_loss": 1.6665804461808875} {"data_time": 0.01715344935655594, "eta_seconds": 97264.83141021337, "iteration": 145019, "loss_fcos_cls": 0.26852211030200124, "loss_fcos_ctr": 0.6209630332887173, "loss_fcos_loc": 0.199964290834032, "loss_mask": 0.2808738201856613, "loss_maskiou": 0.006530800528707914, "loss_sem_seg": 0.2808412911836058, "lr": 0.01, "mask_rcnn/accuracy": 0.8981045033928359, "mask_rcnn/false_negative": 0.10032019613782872, "mask_rcnn/false_positive": 0.12002988094842965, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7737990086898208, "total_loss": 1.6685867640480865} {"data_time": 0.01636170968413353, "eta_seconds": 97257.29821891245, "iteration": 145039, "loss_fcos_cls": 0.26539211347699165, "loss_fcos_ctr": 0.6228568442165852, "loss_fcos_loc": 0.20056471484713256, "loss_mask": 0.2723377328366041, "loss_maskiou": 0.005965502234175801, "loss_sem_seg": 0.29905715491622686, "lr": 0.01, "mask_rcnn/accuracy": 0.8836401574826913, "mask_rcnn/false_negative": 0.08841630917840182, "mask_rcnn/false_positive": 0.14837580362723896, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 22.0, "time": 0.7742108860984445, "total_loss": 1.666269213303167} {"data_time": 0.01627988461405039, "eta_seconds": 97143.96516129188, "iteration": 145059, "loss_fcos_cls": 0.27150351111777127, "loss_fcos_ctr": 0.6239974880591035, "loss_fcos_loc": 0.20872224553022534, "loss_mask": 0.28180752135813236, "loss_maskiou": 0.006244303540370311, "loss_sem_seg": 0.2690861513838172, "lr": 0.01, "mask_rcnn/accuracy": 0.8736615657334246, "mask_rcnn/false_negative": 0.09056380179803755, "mask_rcnn/false_positive": 0.19099702781126016, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.5, "time": 0.7719837697222829, "total_loss": 1.6820997613976942} {"data_time": 0.016401355154812336, "eta_seconds": 97218.13719361555, "iteration": 145079, "loss_fcos_cls": 0.26010858826339245, "loss_fcos_ctr": 0.618294969201088, "loss_fcos_loc": 0.20547039189841598, "loss_mask": 0.27296818513423204, "loss_maskiou": 0.005700738533050753, "loss_sem_seg": 0.27847708272747695, "lr": 0.01, "mask_rcnn/accuracy": 0.8730867346938775, "mask_rcnn/false_negative": 0.11094178231094295, "mask_rcnn/false_positive": 0.1482266081153187, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7858122177422047, "total_loss": 1.6076037103266572} {"data_time": 0.016753749921917915, "eta_seconds": 97172.57144231722, "iteration": 145099, "loss_fcos_cls": 0.2651718675624579, "loss_fcos_ctr": 0.622921098023653, "loss_fcos_loc": 0.20046891132369637, "loss_mask": 0.2664567278698087, "loss_maskiou": 0.005594363035925198, "loss_sem_seg": 0.2809562827460468, "lr": 0.01, "mask_rcnn/accuracy": 0.8824010794087835, "mask_rcnn/false_negative": 0.08756435699821892, "mask_rcnn/false_positive": 0.13318637094655147, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7588009145110846, "total_loss": 1.6580011694677523} {"data_time": 0.01733033638447523, "eta_seconds": 97157.011507418, "iteration": 145119, "loss_fcos_cls": 0.26823616633191705, "loss_fcos_ctr": 0.621766438242048, "loss_fcos_loc": 0.20591352134943008, "loss_mask": 0.2832012679427862, "loss_maskiou": 0.006361739811836742, "loss_sem_seg": 0.3056074529886246, "lr": 0.01, "mask_rcnn/accuracy": 0.8920630190458725, "mask_rcnn/false_negative": 0.0986288735361856, "mask_rcnn/false_positive": 0.12650551579979932, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7733796276152134, "total_loss": 1.7285551103705075} {"data_time": 0.015615904703736305, "eta_seconds": 97141.4515725188, "iteration": 145139, "loss_fcos_cls": 0.2650038187857717, "loss_fcos_ctr": 0.6203064890578389, "loss_fcos_loc": 0.20585265383124352, "loss_mask": 0.27607647562399507, "loss_maskiou": 0.005974463812890463, "loss_sem_seg": 0.2897649109363556, "lr": 0.01, "mask_rcnn/accuracy": 0.8676556932296728, "mask_rcnn/false_negative": 0.08775576914829489, "mask_rcnn/false_positive": 0.13598992861825565, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.7767824307084084, "total_loss": 1.6566228125011548} {"data_time": 0.015060900710523129, "eta_seconds": 97084.99800715875, "iteration": 145159, "loss_fcos_cls": 0.26403675926849246, "loss_fcos_ctr": 0.616318897344172, "loss_fcos_loc": 0.18950566370040178, "loss_mask": 0.27377712167799473, "loss_maskiou": 0.0058121958827541675, "loss_sem_seg": 0.28602890856564045, "lr": 0.01, "mask_rcnn/accuracy": 0.8970113557387981, "mask_rcnn/false_negative": 0.07919284442361621, "mask_rcnn/false_positive": 0.11591707484051245, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7808320904150605, "total_loss": 1.6319805791572435} {"data_time": 0.01608782261610031, "eta_seconds": 97069.44462357368, "iteration": 145179, "loss_fcos_cls": 0.25440026639262214, "loss_fcos_ctr": 0.6200441047549248, "loss_fcos_loc": 0.19323680666275322, "loss_mask": 0.2644610581919551, "loss_maskiou": 0.005502553132828325, "loss_sem_seg": 0.2771763331256807, "lr": 0.01, "mask_rcnn/accuracy": 0.9029964258430645, "mask_rcnn/false_negative": 0.07994004442950807, "mask_rcnn/false_positive": 0.10774695681812521, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.75, "time": 0.765232871286571, "total_loss": 1.6348411289654905} {"data_time": 0.01621952187269926, "eta_seconds": 97032.96437922493, "iteration": 145199, "loss_fcos_cls": 0.264695689547807, "loss_fcos_ctr": 0.6189192701131105, "loss_fcos_loc": 0.18977697496302426, "loss_mask": 0.2590876817703247, "loss_maskiou": 0.005222615436650813, "loss_sem_seg": 0.2909157290123403, "lr": 0.01, "mask_rcnn/accuracy": 0.8846331879526004, "mask_rcnn/false_negative": 0.07899374495559398, "mask_rcnn/false_positive": 0.16381013889992438, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.5, "time": 0.7796414410695434, "total_loss": 1.641643931507133} {"data_time": 0.01780469436198473, "eta_seconds": 97002.56021296233, "iteration": 145219, "loss_fcos_cls": 0.2553787915967405, "loss_fcos_ctr": 0.6226045545190573, "loss_fcos_loc": 0.1976774747017771, "loss_mask": 0.265331843867898, "loss_maskiou": 0.005811673756397795, "loss_sem_seg": 0.26362997153773904, "lr": 0.01, "mask_rcnn/accuracy": 0.8775364384824718, "mask_rcnn/false_negative": 0.11720883508654753, "mask_rcnn/false_positive": 0.13778453458924772, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.5, "time": 0.7831662287935615, "total_loss": 1.5958772002413752} {"data_time": 0.019192506559193134, "eta_seconds": 96987.012563847, "iteration": 145239, "loss_fcos_cls": 0.26669989502988756, "loss_fcos_ctr": 0.6205580439418554, "loss_fcos_loc": 0.20210989587940276, "loss_mask": 0.265451037324965, "loss_maskiou": 0.00579654224566184, "loss_sem_seg": 0.25819593644700944, "lr": 0.01, "mask_rcnn/accuracy": 0.865562343358396, "mask_rcnn/false_negative": 0.10894321500901072, "mask_rcnn/false_positive": 0.13776254346851852, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7934303283691406, "total_loss": 1.6621627636050107} {"data_time": 0.016634514555335045, "eta_seconds": 96860.10099444631, "iteration": 145259, "loss_fcos_cls": 0.2668971186503768, "loss_fcos_ctr": 0.6181294042617083, "loss_fcos_loc": 0.19679988641291857, "loss_mask": 0.27166001684963703, "loss_maskiou": 0.005923583303228952, "loss_sem_seg": 0.2950409292243421, "lr": 0.01, "mask_rcnn/accuracy": 0.8918954847773186, "mask_rcnn/false_negative": 0.09719252836216857, "mask_rcnn/false_positive": 0.12349883948334031, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.5, "time": 0.7644674126058817, "total_loss": 1.6506086985464208} {"data_time": 0.01655514258891344, "eta_seconds": 96844.57120055426, "iteration": 145279, "loss_fcos_cls": 0.2653897968120873, "loss_fcos_ctr": 0.6183109330013394, "loss_fcos_loc": 0.1928250458149705, "loss_mask": 0.2728053443133831, "loss_maskiou": 0.006331773351121228, "loss_sem_seg": 0.3196817343123257, "lr": 0.01, "mask_rcnn/accuracy": 0.8968807137479498, "mask_rcnn/false_negative": 0.07421202570458246, "mask_rcnn/false_positive": 0.12891823821233978, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7826501419767737, "total_loss": 1.6574810787060414} {"data_time": 0.015256976708769798, "eta_seconds": 96829.0414066622, "iteration": 145299, "loss_fcos_cls": 0.25404122518375516, "loss_fcos_ctr": 0.6202820558100939, "loss_fcos_loc": 0.19810959871392697, "loss_mask": 0.27542453398928046, "loss_maskiou": 0.005810836213640869, "loss_sem_seg": 0.31074344739317894, "lr": 0.01, "mask_rcnn/accuracy": 0.8669966120776669, "mask_rcnn/false_negative": 0.10265313186671068, "mask_rcnn/false_positive": 0.14452867973199707, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.25, "time": 0.763353175483644, "total_loss": 1.6407721384530305} {"data_time": 0.01603886019438505, "eta_seconds": 96823.22931519616, "iteration": 145319, "loss_fcos_cls": 0.2601768746972084, "loss_fcos_ctr": 0.6229081563651562, "loss_fcos_loc": 0.20673523127334192, "loss_mask": 0.2768053924664855, "loss_maskiou": 0.0060994142477284186, "loss_sem_seg": 0.32894121622666717, "lr": 0.01, "mask_rcnn/accuracy": 0.8775950413326716, "mask_rcnn/false_negative": 0.08865992383339055, "mask_rcnn/false_positive": 0.14594823910615384, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 34.5, "time": 0.7728183204308152, "total_loss": 1.7296454420065857} {"data_time": 0.016111268661916256, "eta_seconds": 96825.16839862522, "iteration": 145339, "loss_fcos_cls": 0.27043019281700253, "loss_fcos_ctr": 0.6196709265932441, "loss_fcos_loc": 0.20401378208771348, "loss_mask": 0.26523731742054224, "loss_maskiou": 0.005170809381525032, "loss_sem_seg": 0.2761192573234439, "lr": 0.01, "mask_rcnn/accuracy": 0.8759838051762059, "mask_rcnn/false_negative": 0.10710249680686909, "mask_rcnn/false_positive": 0.15757989961053087, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7670721597969532, "total_loss": 1.6436447227897588} {"data_time": 0.01605451013892889, "eta_seconds": 96834.5405774815, "iteration": 145359, "loss_fcos_cls": 0.25946909945923835, "loss_fcos_ctr": 0.620956486556679, "loss_fcos_loc": 0.2104900609701872, "loss_mask": 0.2718211794272065, "loss_maskiou": 0.005529721369384788, "loss_sem_seg": 0.2992327942047268, "lr": 0.01, "mask_rcnn/accuracy": 0.8936716472303208, "mask_rcnn/false_negative": 0.10499605258894487, "mask_rcnn/false_positive": 0.10489252932215615, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 21.0, "time": 0.7851529838517308, "total_loss": 1.678746508412587} {"data_time": 0.01625028531998396, "eta_seconds": 96878.17902003974, "iteration": 145379, "loss_fcos_cls": 0.27255091979168355, "loss_fcos_ctr": 0.6199832931160927, "loss_fcos_loc": 0.20447455352405086, "loss_mask": 0.27317772153764963, "loss_maskiou": 0.0059478847397258505, "loss_sem_seg": 0.35055492480751127, "lr": 0.01, "mask_rcnn/accuracy": 0.903502107364685, "mask_rcnn/false_negative": 0.06603092168835709, "mask_rcnn/false_positive": 0.13192727300241902, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.7690103324130177, "total_loss": 1.7161091559828492} {"data_time": 0.0159951439127326, "eta_seconds": 96898.35740413796, "iteration": 145399, "loss_fcos_cls": 0.27043606666848063, "loss_fcos_ctr": 0.6191568989306688, "loss_fcos_loc": 0.20587221975438297, "loss_mask": 0.2781415907666087, "loss_maskiou": 0.006140296751254937, "loss_sem_seg": 0.3012649700976908, "lr": 0.01, "mask_rcnn/accuracy": 0.8710236773280741, "mask_rcnn/false_negative": 0.10724371345000949, "mask_rcnn/false_positive": 0.15154859104451687, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7903479635715485, "total_loss": 1.671447043401713} {"data_time": 0.017462339252233505, "eta_seconds": 96882.8040205529, "iteration": 145419, "loss_fcos_cls": 0.2688091134186834, "loss_fcos_ctr": 0.6194866541773081, "loss_fcos_loc": 0.2037138119339943, "loss_mask": 0.27029289212077856, "loss_maskiou": 0.006192419918079395, "loss_sem_seg": 0.267751500941813, "lr": 0.01, "mask_rcnn/accuracy": 0.8705259026687597, "mask_rcnn/false_negative": 0.11847380912456423, "mask_rcnn/false_positive": 0.14776147934210146, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.75, "time": 0.7757252817973495, "total_loss": 1.6095296255916764} {"data_time": 0.016021737828850746, "eta_seconds": 96831.53607269377, "iteration": 145439, "loss_fcos_cls": 0.2640964211896062, "loss_fcos_ctr": 0.6217731051146984, "loss_fcos_loc": 0.20542020362336189, "loss_mask": 0.2703304598107934, "loss_maskiou": 0.005749753345298814, "loss_sem_seg": 0.2764835192938335, "lr": 0.01, "mask_rcnn/accuracy": 0.8775309039977407, "mask_rcnn/false_negative": 0.10305752278278751, "mask_rcnn/false_positive": 0.13848892750450603, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.7629415988922119, "total_loss": 1.6618510338157648} {"data_time": 0.016535711474716663, "eta_seconds": 96894.09869781788, "iteration": 145459, "loss_fcos_cls": 0.27337054535746574, "loss_fcos_ctr": 0.6237593982368708, "loss_fcos_loc": 0.20906336919870228, "loss_mask": 0.2712808889336884, "loss_maskiou": 0.006058204628061503, "loss_sem_seg": 0.3216626113280654, "lr": 0.01, "mask_rcnn/accuracy": 0.888092775219844, "mask_rcnn/false_negative": 0.1070220876233311, "mask_rcnn/false_positive": 0.14362150861979922, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7961879717186093, "total_loss": 1.7098430740443291} {"data_time": 0.015354817733168602, "eta_seconds": 96800.44077446312, "iteration": 145479, "loss_fcos_cls": 0.2659249878488481, "loss_fcos_ctr": 0.6181039828807116, "loss_fcos_loc": 0.19115035142749548, "loss_mask": 0.2643945785239339, "loss_maskiou": 0.006101195729570463, "loss_sem_seg": 0.29768007528036833, "lr": 0.01, "mask_rcnn/accuracy": 0.8860298927263213, "mask_rcnn/false_negative": 0.08407648787196799, "mask_rcnn/false_positive": 0.1472736107866899, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.5, "time": 0.7668556747958064, "total_loss": 1.6672197158186464} {"data_time": 0.017675912007689476, "eta_seconds": 96784.8931253478, "iteration": 145499, "loss_fcos_cls": 0.2692260267212987, "loss_fcos_ctr": 0.6222395952790976, "loss_fcos_loc": 0.20321895508095622, "loss_mask": 0.2744599776342511, "loss_maskiou": 0.005672058206982911, "loss_sem_seg": 0.28077685832977295, "lr": 0.01, "mask_rcnn/accuracy": 0.8840791120145607, "mask_rcnn/false_negative": 0.11089075644840282, "mask_rcnn/false_positive": 0.1211975284186314, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.5, "time": 0.7999590821564198, "total_loss": 1.6575457808066858} {"data_time": 0.016782083548605442, "eta_seconds": 96834.93723175861, "iteration": 145519, "loss_fcos_cls": 0.26083413674496114, "loss_fcos_ctr": 0.6201318660750985, "loss_fcos_loc": 0.20017063128761947, "loss_mask": 0.2799465525895357, "loss_maskiou": 0.00610970459820237, "loss_sem_seg": 0.2856379277072847, "lr": 0.01, "mask_rcnn/accuracy": 0.8760597906636246, "mask_rcnn/false_negative": 0.10600392604892311, "mask_rcnn/false_positive": 0.143838846063986, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.75, "time": 0.7857458721846342, "total_loss": 1.6759812838790822} {"data_time": 0.015447034500539303, "eta_seconds": 96768.61387010291, "iteration": 145539, "loss_fcos_cls": 0.25865692493971437, "loss_fcos_ctr": 0.6202640272676945, "loss_fcos_loc": 0.20073551882524043, "loss_mask": 0.2743573319166899, "loss_maskiou": 0.006456536750192754, "loss_sem_seg": 0.31409033853560686, "lr": 0.01, "mask_rcnn/accuracy": 0.8735343472166095, "mask_rcnn/false_negative": 0.07892072576327755, "mask_rcnn/false_positive": 0.13866141805126686, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.0, "time": 0.7738802647218108, "total_loss": 1.6943754821404582} {"data_time": 0.01677706465125084, "eta_seconds": 96867.6252998896, "iteration": 145559, "loss_fcos_cls": 0.27111131651327014, "loss_fcos_ctr": 0.6210070038214326, "loss_fcos_loc": 0.20588886179029942, "loss_mask": 0.2922409921884537, "loss_maskiou": 0.006414166331524029, "loss_sem_seg": 0.28138112975284457, "lr": 0.01, "mask_rcnn/accuracy": 0.883364080095315, "mask_rcnn/false_negative": 0.10337918835093578, "mask_rcnn/false_positive": 0.1421778068287537, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.7799662537872791, "total_loss": 1.6438763357400603} {"data_time": 0.014613398350775242, "eta_seconds": 96869.94546030555, "iteration": 145579, "loss_fcos_cls": 0.24983355426229537, "loss_fcos_ctr": 0.6224442746024579, "loss_fcos_loc": 0.20273338304832578, "loss_mask": 0.2771426106337458, "loss_maskiou": 0.006090987109928392, "loss_sem_seg": 0.29240697156637907, "lr": 0.01, "mask_rcnn/accuracy": 0.887480674087817, "mask_rcnn/false_negative": 0.09894736990304137, "mask_rcnn/false_positive": 0.13086018938692806, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.0, "time": 0.7936076130717993, "total_loss": 1.662288335050107} {"data_time": 0.01864753756672144, "eta_seconds": 96786.0755909644, "iteration": 145599, "loss_fcos_cls": 0.2695641960017383, "loss_fcos_ctr": 0.6184777882881463, "loss_fcos_loc": 0.19862067885696888, "loss_mask": 0.2791503360494971, "loss_maskiou": 0.006421011203201488, "loss_sem_seg": 0.2989604491740465, "lr": 0.01, "mask_rcnn/accuracy": 0.8748343672711307, "mask_rcnn/false_negative": 0.09964332217313218, "mask_rcnn/false_positive": 0.16847413205396458, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7756903907284141, "total_loss": 1.6885955955076497} {"data_time": 0.018303505145013332, "eta_seconds": 96831.8917644471, "iteration": 145619, "loss_fcos_cls": 0.26812857401091605, "loss_fcos_ctr": 0.621346608735621, "loss_fcos_loc": 0.19704641366843134, "loss_mask": 0.2674537468701601, "loss_maskiou": 0.005846718231623527, "loss_sem_seg": 0.24816661258228123, "lr": 0.01, "mask_rcnn/accuracy": 0.8810635459616785, "mask_rcnn/false_negative": 0.09809203860233404, "mask_rcnn/false_positive": 0.1361684898993487, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7883651461452246, "total_loss": 1.6191492519792519} {"data_time": 0.01486260537058115, "eta_seconds": 96829.86985842232, "iteration": 145639, "loss_fcos_cls": 0.2646798915229738, "loss_fcos_ctr": 0.6192581569775939, "loss_fcos_loc": 0.19517125794664025, "loss_mask": 0.28015139419585466, "loss_maskiou": 0.00570939887984423, "loss_sem_seg": 0.2851765223313123, "lr": 0.01, "mask_rcnn/accuracy": 0.8842493326444503, "mask_rcnn/false_negative": 0.09956268417722022, "mask_rcnn/false_positive": 0.13798491235132665, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7954438664019108, "total_loss": 1.6663486253091833} {"data_time": 0.018436629325151443, "eta_seconds": 96775.42010348383, "iteration": 145659, "loss_fcos_cls": 0.26414578733965755, "loss_fcos_ctr": 0.621271806769073, "loss_fcos_loc": 0.20658340910449624, "loss_mask": 0.27915184758603573, "loss_maskiou": 0.00655537263082806, "loss_sem_seg": 0.30783273559063673, "lr": 0.01, "mask_rcnn/accuracy": 0.8706951530612246, "mask_rcnn/false_negative": 0.09159653579558093, "mask_rcnn/false_positive": 0.17281545202112758, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7762997299432755, "total_loss": 1.6696528315223986} {"data_time": 0.015218247659504414, "eta_seconds": 96792.0888722213, "iteration": 145679, "loss_fcos_cls": 0.2692418647930026, "loss_fcos_ctr": 0.6217553718015552, "loss_fcos_loc": 0.20010465965606272, "loss_mask": 0.2770690768957138, "loss_maskiou": 0.005761557797086425, "loss_sem_seg": 0.3000604100525379, "lr": 0.01, "mask_rcnn/accuracy": 0.8793555212782788, "mask_rcnn/false_negative": 0.09687057809116734, "mask_rcnn/false_positive": 0.14285403153081735, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.5, "time": 0.7880632691085339, "total_loss": 1.6710235296195606} {"data_time": 0.01599348895251751, "eta_seconds": 96758.64620504156, "iteration": 145699, "loss_fcos_cls": 0.2690459972945973, "loss_fcos_ctr": 0.6207585437223315, "loss_fcos_loc": 0.199904958717525, "loss_mask": 0.26950358133763075, "loss_maskiou": 0.005976080923574045, "loss_sem_seg": 0.2978449873626232, "lr": 0.01, "mask_rcnn/accuracy": 0.8939132462686568, "mask_rcnn/false_negative": 0.09512846374890296, "mask_rcnn/false_positive": 0.136836658885402, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.7664650632068515, "total_loss": 1.6657995533169014} {"data_time": 0.01479171123355627, "eta_seconds": 96743.07776292041, "iteration": 145719, "loss_fcos_cls": 0.25342387636192143, "loss_fcos_ctr": 0.620263266377151, "loss_fcos_loc": 0.20408540684729815, "loss_mask": 0.28752403100952506, "loss_maskiou": 0.006662910847808234, "loss_sem_seg": 0.2870189433451742, "lr": 0.01, "mask_rcnn/accuracy": 0.8730670580391866, "mask_rcnn/false_negative": 0.10087396657004853, "mask_rcnn/false_positive": 0.16021338181908346, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7748526846989989, "total_loss": 1.672781724424567} {"data_time": 0.01525652315467596, "eta_seconds": 96738.47052638233, "iteration": 145739, "loss_fcos_cls": 0.25494541274383664, "loss_fcos_ctr": 0.6185471806675196, "loss_fcos_loc": 0.1899351152824238, "loss_mask": 0.2693104390054941, "loss_maskiou": 0.0061544790587504394, "loss_sem_seg": 0.30940465023741126, "lr": 0.01, "mask_rcnn/accuracy": 0.9074003212396069, "mask_rcnn/false_negative": 0.09186107746962816, "mask_rcnn/false_positive": 0.09336839840061965, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 21.5, "time": 0.7753824638202786, "total_loss": 1.6406490134395426} {"data_time": 0.017606287263333797, "eta_seconds": 96711.94087867811, "iteration": 145759, "loss_fcos_cls": 0.2617807858623564, "loss_fcos_ctr": 0.6217559250071645, "loss_fcos_loc": 0.21521697309799492, "loss_mask": 0.27477018628269434, "loss_maskiou": 0.006126981636043638, "loss_sem_seg": 0.2830730271525681, "lr": 0.01, "mask_rcnn/accuracy": 0.8772154040158107, "mask_rcnn/false_negative": 0.10307077391272475, "mask_rcnn/false_positive": 0.14351508612681135, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.5, "time": 0.777619730681181, "total_loss": 1.6615112622603192} {"data_time": 0.016064384952187538, "eta_seconds": 96707.33011369407, "iteration": 145779, "loss_fcos_cls": 0.26140627381391823, "loss_fcos_ctr": 0.6207782672718167, "loss_fcos_loc": 0.20295885088853538, "loss_mask": 0.262289741076529, "loss_maskiou": 0.00574522626993712, "loss_sem_seg": 0.2635694923810661, "lr": 0.01, "mask_rcnn/accuracy": 0.8720833333333333, "mask_rcnn/false_negative": 0.11703974242990513, "mask_rcnn/false_positive": 0.13392067584500528, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.7785784937441349, "total_loss": 1.6395632204366848} {"data_time": 0.015611646696925163, "eta_seconds": 96680.80399443582, "iteration": 145799, "loss_fcos_cls": 0.2649777017068118, "loss_fcos_ctr": 0.6229479569010437, "loss_fcos_loc": 0.20238518458791077, "loss_mask": 0.26318075414747, "loss_maskiou": 0.005685217241989449, "loss_sem_seg": 0.2717221714556217, "lr": 0.01, "mask_rcnn/accuracy": 0.877742928794196, "mask_rcnn/false_negative": 0.10642472470996305, "mask_rcnn/false_positive": 0.14164138759845848, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7849317248910666, "total_loss": 1.6553744297707453} {"data_time": 0.017590614035725594, "eta_seconds": 96690.90984428953, "iteration": 145819, "loss_fcos_cls": 0.2685033525340259, "loss_fcos_ctr": 0.6193572208285332, "loss_fcos_loc": 0.19964653672650456, "loss_mask": 0.27686579059809446, "loss_maskiou": 0.005938764734310098, "loss_sem_seg": 0.2976757846772671, "lr": 0.01, "mask_rcnn/accuracy": 0.8949896364795918, "mask_rcnn/false_negative": 0.08246021905680703, "mask_rcnn/false_positive": 0.1124292841276403, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.7913107732310891, "total_loss": 1.6887233157031005} {"data_time": 0.015429841354489326, "eta_seconds": 96722.13536429778, "iteration": 145839, "loss_fcos_cls": 0.2555859708227217, "loss_fcos_ctr": 0.6229290021583438, "loss_fcos_loc": 0.20675992756150663, "loss_mask": 0.2804543562233448, "loss_maskiou": 0.0059095231190440245, "loss_sem_seg": 0.28212816920131445, "lr": 0.01, "mask_rcnn/accuracy": 0.8715370000905931, "mask_rcnn/false_negative": 0.09384265348090931, "mask_rcnn/false_positive": 0.1528843971175622, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.0, "time": 0.7860343167558312, "total_loss": 1.6565301425143844} {"data_time": 0.01719478704035282, "eta_seconds": 96653.13808265235, "iteration": 145859, "loss_fcos_cls": 0.2721857058349997, "loss_fcos_ctr": 0.621729725971818, "loss_fcos_loc": 0.20980607764795423, "loss_mask": 0.2818133030086756, "loss_maskiou": 0.005789214090327732, "loss_sem_seg": 0.29533490305766463, "lr": 0.01, "mask_rcnn/accuracy": 0.8684029853084361, "mask_rcnn/false_negative": 0.10599230953517498, "mask_rcnn/false_positive": 0.16881293923442514, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7631938783451915, "total_loss": 1.6802591856539948} {"data_time": 0.015190327540040016, "eta_seconds": 96637.5665731458, "iteration": 145879, "loss_fcos_cls": 0.2526128713507205, "loss_fcos_ctr": 0.6198223475366831, "loss_fcos_loc": 0.1956001367943827, "loss_mask": 0.2690895162522793, "loss_maskiou": 0.00549290328490315, "loss_sem_seg": 0.28077688766643405, "lr": 0.01, "mask_rcnn/accuracy": 0.8864041584375686, "mask_rcnn/false_negative": 0.08915978235237183, "mask_rcnn/false_positive": 0.11875054970152085, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.783626607619226, "total_loss": 1.6476485144885373} {"data_time": 0.015651466324925423, "eta_seconds": 96559.7137440769, "iteration": 145899, "loss_fcos_cls": 0.27362539269961417, "loss_fcos_ctr": 0.6196090155281126, "loss_fcos_loc": 0.19643824669765308, "loss_mask": 0.2828027121722698, "loss_maskiou": 0.006019131702487357, "loss_sem_seg": 0.27649002661928535, "lr": 0.01, "mask_rcnn/accuracy": 0.8692075366182509, "mask_rcnn/false_negative": 0.10076407950154842, "mask_rcnn/false_positive": 0.1694045956825313, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 37.25, "time": 0.7748944945633411, "total_loss": 1.6548744146784884} {"data_time": 0.015416890382766724, "eta_seconds": 96544.15227176901, "iteration": 145919, "loss_fcos_cls": 0.2691997434012592, "loss_fcos_ctr": 0.6235864195041358, "loss_fcos_loc": 0.20830105210188776, "loss_mask": 0.27927876077592373, "loss_maskiou": 0.00581056835653726, "loss_sem_seg": 0.28366466279840097, "lr": 0.01, "mask_rcnn/accuracy": 0.8680359818752676, "mask_rcnn/false_negative": 0.09913079960898163, "mask_rcnn/false_positive": 0.16480758241717947, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7759748855605721, "total_loss": 1.6745368710107869} {"data_time": 0.016154137440025806, "eta_seconds": 96582.76846294105, "iteration": 145939, "loss_fcos_cls": 0.2608812178950757, "loss_fcos_ctr": 0.6197587097994983, "loss_fcos_loc": 0.20412113284692168, "loss_mask": 0.2736880434677005, "loss_maskiou": 0.005582988709647907, "loss_sem_seg": 0.2907455740496516, "lr": 0.01, "mask_rcnn/accuracy": 0.8848085392413847, "mask_rcnn/false_negative": 0.08839491383999643, "mask_rcnn/false_positive": 0.1276661528349027, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.792598064057529, "total_loss": 1.658309160004137} {"data_time": 0.015884939581155777, "eta_seconds": 96457.70737079624, "iteration": 145959, "loss_fcos_cls": 0.2635670162271708, "loss_fcos_ctr": 0.6205205447040498, "loss_fcos_loc": 0.2044094647280872, "loss_mask": 0.26871758699417114, "loss_maskiou": 0.0063012869031808805, "loss_sem_seg": 0.29628409910947084, "lr": 0.01, "mask_rcnn/accuracy": 0.8837549316285218, "mask_rcnn/false_negative": 0.07425629127981383, "mask_rcnn/false_positive": 0.13384846993482274, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7586983069777489, "total_loss": 1.6333060001052218} {"data_time": 0.017853157594799995, "eta_seconds": 96497.46785484534, "iteration": 145979, "loss_fcos_cls": 0.2631921609863639, "loss_fcos_ctr": 0.623431677930057, "loss_fcos_loc": 0.2016973274294287, "loss_mask": 0.27707974147051573, "loss_maskiou": 0.006539104804687668, "loss_sem_seg": 0.27743030549027026, "lr": 0.01, "mask_rcnn/accuracy": 0.881192618321406, "mask_rcnn/false_negative": 0.08999664619883395, "mask_rcnn/false_positive": 0.1576938409923996, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.75, "time": 0.7842718223109841, "total_loss": 1.6507982680850546} {"data_time": 0.017115984112024307, "eta_seconds": 96426.60226607416, "iteration": 145999, "loss_fcos_cls": 0.2574483130592853, "loss_fcos_ctr": 0.6208706772886217, "loss_fcos_loc": 0.2079225422348827, "loss_mask": 0.26878948882222176, "loss_maskiou": 0.00538897513615666, "loss_sem_seg": 0.3078990951180458, "lr": 0.01, "mask_rcnn/accuracy": 0.8969367508908325, "mask_rcnn/false_negative": 0.08517185307429481, "mask_rcnn/false_positive": 0.12438082987039983, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.75, "time": 0.7709784992039204, "total_loss": 1.6695342963721487} {"data_time": 0.016550306230783463, "eta_seconds": 96387.74584234972, "iteration": 146019, "loss_fcos_cls": 0.26999054988846183, "loss_fcos_ctr": 0.6224192203953862, "loss_fcos_loc": 0.2041797605343163, "loss_mask": 0.2772684972733259, "loss_maskiou": 0.006332743316306733, "loss_sem_seg": 0.2788097755983472, "lr": 0.01, "mask_rcnn/accuracy": 0.8740452825274254, "mask_rcnn/false_negative": 0.11499660576827297, "mask_rcnn/false_positive": 0.14585542560250267, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.7614802718162537, "total_loss": 1.6452015486356686} {"data_time": 0.017545664682984352, "eta_seconds": 96358.54663129337, "iteration": 146039, "loss_fcos_cls": 0.25851274910382926, "loss_fcos_ctr": 0.6240141186863184, "loss_fcos_loc": 0.19956320605706424, "loss_mask": 0.2674909452907741, "loss_maskiou": 0.005548519649892114, "loss_sem_seg": 0.2811118676327169, "lr": 0.01, "mask_rcnn/accuracy": 0.8780539784836241, "mask_rcnn/false_negative": 0.09982094886127536, "mask_rcnn/false_positive": 0.15341202916190766, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.771439510397613, "total_loss": 1.6312716814136365} {"data_time": 0.01687508448958397, "eta_seconds": 96343.00004057027, "iteration": 146059, "loss_fcos_cls": 0.25658745830878615, "loss_fcos_ctr": 0.6213691644370556, "loss_fcos_loc": 0.1931227850727737, "loss_mask": 0.26744762575253844, "loss_maskiou": 0.0053131466411286965, "loss_sem_seg": 0.295427986420691, "lr": 0.01, "mask_rcnn/accuracy": 0.8899949305841373, "mask_rcnn/false_negative": 0.08331306247830811, "mask_rcnn/false_positive": 0.12993825037340945, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.0, "time": 0.7646556487306952, "total_loss": 1.637956986327481} {"data_time": 0.020123996771872044, "eta_seconds": 96341.09946306143, "iteration": 146079, "loss_fcos_cls": 0.2609856092603877, "loss_fcos_ctr": 0.6204704353585839, "loss_fcos_loc": 0.19949155719950795, "loss_mask": 0.2818528600037098, "loss_maskiou": 0.005925364894210361, "loss_sem_seg": 0.27789814909920096, "lr": 0.01, "mask_rcnn/accuracy": 0.8705172117390645, "mask_rcnn/false_negative": 0.09147735714832889, "mask_rcnn/false_positive": 0.16968978830889098, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7984305853024125, "total_loss": 1.657638015676639} {"data_time": 0.015322069637477398, "eta_seconds": 96345.15781355184, "iteration": 146099, "loss_fcos_cls": 0.26477844710461795, "loss_fcos_ctr": 0.6181732923723757, "loss_fcos_loc": 0.18840129108866677, "loss_mask": 0.2690651463344693, "loss_maskiou": 0.0053651618945878, "loss_sem_seg": 0.29828230757266283, "lr": 0.01, "mask_rcnn/accuracy": 0.8876080468595204, "mask_rcnn/false_negative": 0.07894135889989969, "mask_rcnn/false_positive": 0.12777876100941513, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7724540941417217, "total_loss": 1.645382441667607} {"data_time": 0.014738678000867367, "eta_seconds": 96348.96420462057, "iteration": 146119, "loss_fcos_cls": 0.2791426454205066, "loss_fcos_ctr": 0.6252999273128808, "loss_fcos_loc": 0.199606841604691, "loss_mask": 0.2679721638560295, "loss_maskiou": 0.006261895628995262, "loss_sem_seg": 0.2731584459543228, "lr": 0.01, "mask_rcnn/accuracy": 0.8915019132653061, "mask_rcnn/false_negative": 0.08735684864957755, "mask_rcnn/false_positive": 0.1358635011942138, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.75, "time": 0.7756170928478241, "total_loss": 1.6457615565886954} {"data_time": 0.01675284467637539, "eta_seconds": 96297.89434057195, "iteration": 146139, "loss_fcos_cls": 0.273510052356869, "loss_fcos_ctr": 0.6203238274902105, "loss_fcos_loc": 0.20763617008924484, "loss_mask": 0.2830056194216013, "loss_maskiou": 0.006970443511818303, "loss_sem_seg": 0.28412989480420947, "lr": 0.01, "mask_rcnn/accuracy": 0.8784764816673482, "mask_rcnn/false_negative": 0.08430722549229533, "mask_rcnn/false_positive": 0.14731737810898332, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7626563077792525, "total_loss": 1.6901590273191687} {"data_time": 0.015209374949336052, "eta_seconds": 96445.17820291407, "iteration": 146159, "loss_fcos_cls": 0.2696138891624287, "loss_fcos_ctr": 0.6213261876255274, "loss_fcos_loc": 0.2081645594444126, "loss_mask": 0.2657246105372906, "loss_maskiou": 0.005628360231639817, "loss_sem_seg": 0.2753466096473858, "lr": 0.01, "mask_rcnn/accuracy": 0.8739238524929791, "mask_rcnn/false_negative": 0.09946411377464691, "mask_rcnn/false_positive": 0.15580737692277083, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7960486141964793, "total_loss": 1.652498318686412} {"data_time": 0.017242305912077427, "eta_seconds": 96468.89750102255, "iteration": 146179, "loss_fcos_cls": 0.27239744213875383, "loss_fcos_ctr": 0.6204977184534073, "loss_fcos_loc": 0.2086517410352826, "loss_mask": 0.26516602747142315, "loss_maskiou": 0.006069007853511721, "loss_sem_seg": 0.3242679233662784, "lr": 0.01, "mask_rcnn/accuracy": 0.8786244921554915, "mask_rcnn/false_negative": 0.08991018814600071, "mask_rcnn/false_positive": 0.146637683798199, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.75, "time": 0.7817240720614791, "total_loss": 1.6785144287277944} {"data_time": 0.017654468305408955, "eta_seconds": 96341.63272347115, "iteration": 146199, "loss_fcos_cls": 0.27157103130593896, "loss_fcos_ctr": 0.622779430821538, "loss_fcos_loc": 0.1971866610692814, "loss_mask": 0.27001984417438507, "loss_maskiou": 0.006593684767722152, "loss_sem_seg": 0.3053961715195328, "lr": 0.01, "mask_rcnn/accuracy": 0.8619054528462935, "mask_rcnn/false_negative": 0.11628508638966205, "mask_rcnn/false_positive": 0.15307302492253982, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7670287527143955, "total_loss": 1.6776489222611417} {"data_time": 0.018296641297638416, "eta_seconds": 96402.41171097104, "iteration": 146219, "loss_fcos_cls": 0.2671336499042809, "loss_fcos_ctr": 0.622186254709959, "loss_fcos_loc": 0.20955868705641478, "loss_mask": 0.2778000459074974, "loss_maskiou": 0.006075716999475844, "loss_sem_seg": 0.2972000986337662, "lr": 0.01, "mask_rcnn/accuracy": 0.863324703721934, "mask_rcnn/false_negative": 0.11270202295687268, "mask_rcnn/false_positive": 0.14951179464736555, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7853693701326847, "total_loss": 1.7223140107489598} {"data_time": 0.015784557908773422, "eta_seconds": 96255.63370434567, "iteration": 146239, "loss_fcos_cls": 0.2658484294079244, "loss_fcos_ctr": 0.6208388237282634, "loss_fcos_loc": 0.20274523925036192, "loss_mask": 0.2669105492532253, "loss_maskiou": 0.005609858049865579, "loss_sem_seg": 0.33999011013656855, "lr": 0.01, "mask_rcnn/accuracy": 0.8844237595831983, "mask_rcnn/false_negative": 0.08128835197991793, "mask_rcnn/false_positive": 0.17740163947660675, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7749230302870274, "total_loss": 1.7004865646886174} {"data_time": 0.016048582270741463, "eta_seconds": 96346.1469294224, "iteration": 146259, "loss_fcos_cls": 0.2691007358953357, "loss_fcos_ctr": 0.6194841545075178, "loss_fcos_loc": 0.19119827990652993, "loss_mask": 0.2736466797068715, "loss_maskiou": 0.005516574768989813, "loss_sem_seg": 0.3032883647829294, "lr": 0.01, "mask_rcnn/accuracy": 0.8923685145700071, "mask_rcnn/false_negative": 0.08907156086268578, "mask_rcnn/false_positive": 0.1222107539628213, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 24.0, "time": 0.770514752715826, "total_loss": 1.668864959734492} {"data_time": 0.01732310838997364, "eta_seconds": 96330.57470244355, "iteration": 146279, "loss_fcos_cls": 0.27270817244425416, "loss_fcos_ctr": 0.6221808698028326, "loss_fcos_loc": 0.1966790701262653, "loss_mask": 0.2721919156610966, "loss_maskiou": 0.006001975925755687, "loss_sem_seg": 0.2740078093484044, "lr": 0.01, "mask_rcnn/accuracy": 0.8908846960394328, "mask_rcnn/false_negative": 0.10583082202244018, "mask_rcnn/false_positive": 0.10783543037355839, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.75, "time": 0.789501097984612, "total_loss": 1.649700262772967} {"data_time": 0.016941562294960022, "eta_seconds": 96349.60779850278, "iteration": 146299, "loss_fcos_cls": 0.2623118255287409, "loss_fcos_ctr": 0.6194257354363799, "loss_fcos_loc": 0.20277783717028797, "loss_mask": 0.2810649825260043, "loss_maskiou": 0.005404049952630885, "loss_sem_seg": 0.27045604726299644, "lr": 0.01, "mask_rcnn/accuracy": 0.8645402529801026, "mask_rcnn/false_negative": 0.10989585713507133, "mask_rcnn/false_positive": 0.15806382870369884, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.75, "time": 0.7798340180888772, "total_loss": 1.6494080101765576} {"data_time": 0.017388934269547462, "eta_seconds": 96334.02997652907, "iteration": 146319, "loss_fcos_cls": 0.26337412698194385, "loss_fcos_ctr": 0.6216389536857605, "loss_fcos_loc": 0.20261679799295962, "loss_mask": 0.2760052718222141, "loss_maskiou": 0.0061498902141465805, "loss_sem_seg": 0.2989945951849222, "lr": 0.01, "mask_rcnn/accuracy": 0.8567799964813512, "mask_rcnn/false_negative": 0.11059177914576565, "mask_rcnn/false_positive": 0.1641534850877155, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 31.5, "time": 0.7786506861448288, "total_loss": 1.6704881266123266} {"data_time": 0.01595945842564106, "eta_seconds": 96344.24155736063, "iteration": 146339, "loss_fcos_cls": 0.25707811303436756, "loss_fcos_ctr": 0.6187151891645044, "loss_fcos_loc": 0.19000617368146777, "loss_mask": 0.265710870269686, "loss_maskiou": 0.005176070473680738, "loss_sem_seg": 0.29234560346230865, "lr": 0.01, "mask_rcnn/accuracy": 0.867815085663121, "mask_rcnn/false_negative": 0.09823940511687285, "mask_rcnn/false_positive": 0.15194737253464852, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.25, "time": 0.7880051545798779, "total_loss": 1.645781077320862} {"data_time": 0.01674995943903923, "eta_seconds": 96272.24176090676, "iteration": 146359, "loss_fcos_cls": 0.25991132855415344, "loss_fcos_ctr": 0.6201681573875248, "loss_fcos_loc": 0.1971477302722633, "loss_mask": 0.2693504123017192, "loss_maskiou": 0.005207944032008527, "loss_sem_seg": 0.3068584818392992, "lr": 0.01, "mask_rcnn/accuracy": 0.8781055900621118, "mask_rcnn/false_negative": 0.10387881062696788, "mask_rcnn/false_positive": 0.1348989056527388, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7740622218698263, "total_loss": 1.6394134721558657} {"data_time": 0.01792192179709673, "eta_seconds": 96281.03050440922, "iteration": 146379, "loss_fcos_cls": 0.2711145612411201, "loss_fcos_ctr": 0.623655216768384, "loss_fcos_loc": 0.20739678293466568, "loss_mask": 0.2801310308277607, "loss_maskiou": 0.005792739713797346, "loss_sem_seg": 0.277161544887349, "lr": 0.01, "mask_rcnn/accuracy": 0.890461529439362, "mask_rcnn/false_negative": 0.0980629568579599, "mask_rcnn/false_positive": 0.11452260974522907, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7849804470315576, "total_loss": 1.6660472556031891} {"data_time": 0.01693551428616047, "eta_seconds": 96185.99321696721, "iteration": 146399, "loss_fcos_cls": 0.26058496395125985, "loss_fcos_ctr": 0.6186581272631884, "loss_fcos_loc": 0.1967234790790826, "loss_mask": 0.26577556505799294, "loss_maskiou": 0.006039312920620432, "loss_sem_seg": 0.3021141868084669, "lr": 0.01, "mask_rcnn/accuracy": 0.87156300020008, "mask_rcnn/false_negative": 0.0970874936426373, "mask_rcnn/false_positive": 0.14976182642798008, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7676226496696472, "total_loss": 1.632402699920931} {"data_time": 0.01584305427968502, "eta_seconds": 96194.14157642424, "iteration": 146419, "loss_fcos_cls": 0.26795614371076226, "loss_fcos_ctr": 0.6216192645952106, "loss_fcos_loc": 0.20633865962736309, "loss_mask": 0.28273133002221584, "loss_maskiou": 0.006342605076497421, "loss_sem_seg": 0.29678334784694016, "lr": 0.01, "mask_rcnn/accuracy": 0.8778003865418118, "mask_rcnn/false_negative": 0.09374953716041211, "mask_rcnn/false_positive": 0.1730988951437739, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7865786198526621, "total_loss": 1.6817791949724779} {"data_time": 0.0174954142421484, "eta_seconds": 96241.99918254185, "iteration": 146439, "loss_fcos_cls": 0.2686612633988261, "loss_fcos_ctr": 0.6214444958604872, "loss_fcos_loc": 0.20606904586020391, "loss_mask": 0.28421087889000773, "loss_maskiou": 0.006104258121922612, "loss_sem_seg": 0.3062091590836644, "lr": 0.01, "mask_rcnn/accuracy": 0.8692681180302673, "mask_rcnn/false_negative": 0.10252660756000298, "mask_rcnn/false_positive": 0.16118134279770818, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.5, "time": 0.7993310689926147, "total_loss": 1.6631606789014768} {"data_time": 0.017899904400110245, "eta_seconds": 96207.79842459783, "iteration": 146459, "loss_fcos_cls": 0.2641223066020757, "loss_fcos_ctr": 0.6216725520789623, "loss_fcos_loc": 0.20047244150191545, "loss_mask": 0.2829467048868537, "loss_maskiou": 0.005919358009123243, "loss_sem_seg": 0.3033893476240337, "lr": 0.01, "mask_rcnn/accuracy": 0.8734460301977934, "mask_rcnn/false_negative": 0.10088377400331441, "mask_rcnn/false_positive": 0.15951992917281255, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.25, "time": 0.7807399947196245, "total_loss": 1.6676778189867036} {"data_time": 0.015426857396960258, "eta_seconds": 96223.58685673028, "iteration": 146479, "loss_fcos_cls": 0.25872889650054276, "loss_fcos_ctr": 0.6217062175273895, "loss_fcos_loc": 0.1973021439043805, "loss_mask": 0.2787534464150667, "loss_maskiou": 0.006025131693604635, "loss_sem_seg": 0.2981298416852951, "lr": 0.01, "mask_rcnn/accuracy": 0.8768811784303374, "mask_rcnn/false_negative": 0.11497231145971262, "mask_rcnn/false_positive": 0.14165843830198555, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7919080452993512, "total_loss": 1.6706592218906735} {"data_time": 0.016175614669919014, "eta_seconds": 96176.6483453773, "iteration": 146499, "loss_fcos_cls": 0.2599990162998438, "loss_fcos_ctr": 0.6211913372389972, "loss_fcos_loc": 0.2062018346041441, "loss_mask": 0.28333275578916073, "loss_maskiou": 0.005877880554180592, "loss_sem_seg": 0.3104312331415713, "lr": 0.01, "mask_rcnn/accuracy": 0.8708160248896856, "mask_rcnn/false_negative": 0.09456669469866848, "mask_rcnn/false_positive": 0.14559292822969827, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7698725592344999, "total_loss": 1.671697512298124} {"data_time": 0.016059642657637596, "eta_seconds": 96161.07330576703, "iteration": 146519, "loss_fcos_cls": 0.2614485345548019, "loss_fcos_ctr": 0.623191624879837, "loss_fcos_loc": 0.20426657469943166, "loss_mask": 0.2718310756608844, "loss_maskiou": 0.005133525308337994, "loss_sem_seg": 0.28200897574424744, "lr": 0.01, "mask_rcnn/accuracy": 0.851923520443374, "mask_rcnn/false_negative": 0.11319624466461523, "mask_rcnn/false_positive": 0.16836757709040995, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7841907255351543, "total_loss": 1.64923463811283} {"data_time": 0.015998569317162037, "eta_seconds": 96145.49826615676, "iteration": 146539, "loss_fcos_cls": 0.25530677050119266, "loss_fcos_ctr": 0.6198314195498824, "loss_fcos_loc": 0.1904232231900096, "loss_mask": 0.270696179009974, "loss_maskiou": 0.004731040389742702, "loss_sem_seg": 0.28086430486291647, "lr": 0.01, "mask_rcnn/accuracy": 0.8882178539215589, "mask_rcnn/false_negative": 0.08793332913911911, "mask_rcnn/false_positive": 0.12348861953808707, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.0, "time": 0.7661488372832537, "total_loss": 1.6201332977434504} {"data_time": 0.01725125126540661, "eta_seconds": 96112.56352473982, "iteration": 146559, "loss_fcos_cls": 0.25825297296978533, "loss_fcos_ctr": 0.6228185426443815, "loss_fcos_loc": 0.21293847862398252, "loss_mask": 0.2565396074205637, "loss_maskiou": 0.005722473397327121, "loss_sem_seg": 0.2994303444866091, "lr": 0.01, "mask_rcnn/accuracy": 0.8929955823792932, "mask_rcnn/false_negative": 0.09405930388106491, "mask_rcnn/false_positive": 0.13680229516591969, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 25.5, "time": 0.7753423731774092, "total_loss": 1.6665111874608556} {"data_time": 0.01594559382647276, "eta_seconds": 96100.94022511039, "iteration": 146579, "loss_fcos_cls": 0.26304007414728403, "loss_fcos_ctr": 0.6238613417372108, "loss_fcos_loc": 0.202568800363224, "loss_mask": 0.2795522818341851, "loss_maskiou": 0.005507579848199384, "loss_sem_seg": 0.2938151597045362, "lr": 0.01, "mask_rcnn/accuracy": 0.8778475811320199, "mask_rcnn/false_negative": 0.09744768532155285, "mask_rcnn/false_positive": 0.14550733374352556, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.75, "time": 0.804346114397049, "total_loss": 1.6728924735361943} {"data_time": 0.016159689985215664, "eta_seconds": 96081.41907078214, "iteration": 146599, "loss_fcos_cls": 0.2687616180628538, "loss_fcos_ctr": 0.6201654020696878, "loss_fcos_loc": 0.20763475843705237, "loss_mask": 0.2761947833932936, "loss_maskiou": 0.0060863427934236825, "loss_sem_seg": 0.28404955472797155, "lr": 0.01, "mask_rcnn/accuracy": 0.8896739616899392, "mask_rcnn/false_negative": 0.09411205132385687, "mask_rcnn/false_positive": 0.11901211830346134, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.5, "time": 0.7638605954125524, "total_loss": 1.680131986446213} {"data_time": 0.01644174288958311, "eta_seconds": 95972.06611321215, "iteration": 146619, "loss_fcos_cls": 0.27115360577590764, "loss_fcos_ctr": 0.6237435112707317, "loss_fcos_loc": 0.2080190269043669, "loss_mask": 0.27864272845909, "loss_maskiou": 0.006501469790237024, "loss_sem_seg": 0.27538501867093146, "lr": 0.01, "mask_rcnn/accuracy": 0.8805060360758477, "mask_rcnn/false_negative": 0.11331538211884422, "mask_rcnn/false_positive": 0.13254356932210712, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.0, "time": 0.7833016561344266, "total_loss": 1.6672363397083245} {"data_time": 0.015796133317053318, "eta_seconds": 95935.0175138237, "iteration": 146639, "loss_fcos_cls": 0.2662446100730449, "loss_fcos_ctr": 0.6212412286549807, "loss_fcos_loc": 0.20263902842998505, "loss_mask": 0.28336193785071373, "loss_maskiou": 0.006024769216310233, "loss_sem_seg": 0.271422041580081, "lr": 0.01, "mask_rcnn/accuracy": 0.8642504620895977, "mask_rcnn/false_negative": 0.08867718467512128, "mask_rcnn/false_positive": 0.1608061139222967, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7790029626339674, "total_loss": 1.6723471117948066} {"data_time": 0.014371738769114017, "eta_seconds": 95940.95206287596, "iteration": 146659, "loss_fcos_cls": 0.27117499988526106, "loss_fcos_ctr": 0.6231622034683824, "loss_fcos_loc": 0.2051484757103026, "loss_mask": 0.2774413609877229, "loss_maskiou": 0.0055961879988899454, "loss_sem_seg": 0.29813368525356054, "lr": 0.01, "mask_rcnn/accuracy": 0.8777306864910144, "mask_rcnn/false_negative": 0.09807955905756341, "mask_rcnn/false_positive": 0.16335538661515298, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.75, "time": 0.782734889537096, "total_loss": 1.6630759797262726} {"data_time": 0.01618907880038023, "eta_seconds": 95867.10565268062, "iteration": 146679, "loss_fcos_cls": 0.2507292148657143, "loss_fcos_ctr": 0.6219752514734864, "loss_fcos_loc": 0.1984726320952177, "loss_mask": 0.28165849950164557, "loss_maskiou": 0.007125878124497831, "loss_sem_seg": 0.3004457122879103, "lr": 0.01, "mask_rcnn/accuracy": 0.8569450428110074, "mask_rcnn/false_negative": 0.0920870467570524, "mask_rcnn/false_positive": 0.14864846844225832, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7620429657399654, "total_loss": 1.6609545060782693} {"data_time": 0.01699579879641533, "eta_seconds": 95859.08687708247, "iteration": 146699, "loss_fcos_cls": 0.26233492558822036, "loss_fcos_ctr": 0.6214381009340286, "loss_fcos_loc": 0.200297748320736, "loss_mask": 0.2783254235982895, "loss_maskiou": 0.006191704538650811, "loss_sem_seg": 0.29432210186496377, "lr": 0.01, "mask_rcnn/accuracy": 0.8862763511998206, "mask_rcnn/false_negative": 0.1071834645130603, "mask_rcnn/false_positive": 0.15438224879587742, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7766020996496081, "total_loss": 1.7068238861247664} {"data_time": 0.0160116171464324, "eta_seconds": 95894.28098737169, "iteration": 146719, "loss_fcos_cls": 0.27113564766477793, "loss_fcos_ctr": 0.6212539346888661, "loss_fcos_loc": 0.202235042816028, "loss_mask": 0.27105124946683645, "loss_maskiou": 0.005945457764028106, "loss_sem_seg": 0.2959422469139099, "lr": 0.01, "mask_rcnn/accuracy": 0.875961178115385, "mask_rcnn/false_negative": 0.10891153715673763, "mask_rcnn/false_positive": 0.1437843058842893, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7941569797694683, "total_loss": 1.68444302167336} {"data_time": 0.015460692346096039, "eta_seconds": 95957.89204891026, "iteration": 146739, "loss_fcos_cls": 0.27647765330038965, "loss_fcos_ctr": 0.6213178653270006, "loss_fcos_loc": 0.19853274850174785, "loss_mask": 0.283578859642148, "loss_maskiou": 0.005844641724252142, "loss_sem_seg": 0.30807668529450893, "lr": 0.01, "mask_rcnn/accuracy": 0.8755332400518736, "mask_rcnn/false_negative": 0.10494764942290602, "mask_rcnn/false_positive": 0.13421370108173963, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7864358685910702, "total_loss": 1.6645566990337102} {"data_time": 0.015800941735506058, "eta_seconds": 95890.47608804051, "iteration": 146759, "loss_fcos_cls": 0.2678555918391794, "loss_fcos_ctr": 0.6202513976022601, "loss_fcos_loc": 0.19885982223786414, "loss_mask": 0.26480221562087536, "loss_maskiou": 0.00554864521836862, "loss_sem_seg": 0.30013936338946223, "lr": 0.01, "mask_rcnn/accuracy": 0.8803242888064317, "mask_rcnn/false_negative": 0.07218975356587629, "mask_rcnn/false_positive": 0.13886120646576672, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.25, "time": 0.7722937650978565, "total_loss": 1.6804595334106125} {"data_time": 0.016063330695033073, "eta_seconds": 95926.7523073703, "iteration": 146779, "loss_fcos_cls": 0.2807097223121673, "loss_fcos_ctr": 0.6204481823369861, "loss_fcos_loc": 0.19941516849212348, "loss_mask": 0.2814186979085207, "loss_maskiou": 0.005879750839085318, "loss_sem_seg": 0.30405272589996457, "lr": 0.01, "mask_rcnn/accuracy": 0.8921142632877327, "mask_rcnn/false_negative": 0.08867336376324603, "mask_rcnn/false_positive": 0.11894987872000254, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.75, "time": 0.7960960641503334, "total_loss": 1.7003706567920744} {"data_time": 0.01619904302060604, "eta_seconds": 95943.0227512233, "iteration": 146799, "loss_fcos_cls": 0.26979972585104406, "loss_fcos_ctr": 0.6221547955647111, "loss_fcos_loc": 0.19970072875730693, "loss_mask": 0.27754015382379293, "loss_maskiou": 0.00638608086592285, "loss_sem_seg": 0.3067321521230042, "lr": 0.01, "mask_rcnn/accuracy": 0.8480648883103643, "mask_rcnn/false_negative": 0.1285629613518564, "mask_rcnn/false_positive": 0.17825706288051385, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 34.0, "time": 0.7824198771268129, "total_loss": 1.7210868885886157} {"data_time": 0.015258127823472023, "eta_seconds": 95914.06582242344, "iteration": 146819, "loss_fcos_cls": 0.2645357474684715, "loss_fcos_ctr": 0.6215194026008248, "loss_fcos_loc": 0.20398540678434074, "loss_mask": 0.2665150621905923, "loss_maskiou": 0.006007343428791501, "loss_sem_seg": 0.2861310741864145, "lr": 0.01, "mask_rcnn/accuracy": 0.9014536767087787, "mask_rcnn/false_negative": 0.10714484598456603, "mask_rcnn/false_positive": 0.11635455323434418, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.7829786511138082, "total_loss": 1.6505173803452635} {"data_time": 0.018135053105652332, "eta_seconds": 95898.49295553286, "iteration": 146839, "loss_fcos_cls": 0.2416770877316594, "loss_fcos_ctr": 0.6201260171364993, "loss_fcos_loc": 0.1925184562569484, "loss_mask": 0.2775170551612973, "loss_maskiou": 0.006092918367357925, "loss_sem_seg": 0.30454418435692787, "lr": 0.01, "mask_rcnn/accuracy": 0.882817055393586, "mask_rcnn/false_negative": 0.09584528699336628, "mask_rcnn/false_positive": 0.17154301901924168, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7942875809967518, "total_loss": 1.6544975074648391} {"data_time": 0.016220259480178356, "eta_seconds": 95914.86003947351, "iteration": 146859, "loss_fcos_cls": 0.2564524346962571, "loss_fcos_ctr": 0.6212873831391335, "loss_fcos_loc": 0.1960677111055702, "loss_mask": 0.26898317970335484, "loss_maskiou": 0.005067332138423808, "loss_sem_seg": 0.32229301147162914, "lr": 0.01, "mask_rcnn/accuracy": 0.8559760267743461, "mask_rcnn/false_negative": 0.09661399076274702, "mask_rcnn/false_positive": 0.1386622665798506, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.5, "time": 0.7904931008815765, "total_loss": 1.669534200183989} {"data_time": 0.014782574027776718, "eta_seconds": 95891.610298682, "iteration": 146879, "loss_fcos_cls": 0.2651528820861131, "loss_fcos_ctr": 0.6227373536676168, "loss_fcos_loc": 0.21009220299310982, "loss_mask": 0.28731849417090416, "loss_maskiou": 0.006115165142546175, "loss_sem_seg": 0.31479751504957676, "lr": 0.01, "mask_rcnn/accuracy": 0.8925210709283713, "mask_rcnn/false_negative": 0.08524826684703281, "mask_rcnn/false_positive": 0.140971887458011, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.25, "time": 0.781739522702992, "total_loss": 1.7031476607662626} {"data_time": 0.015618768520653248, "eta_seconds": 95945.79029956274, "iteration": 146899, "loss_fcos_cls": 0.26407554000616074, "loss_fcos_ctr": 0.6221382142975926, "loss_fcos_loc": 0.19925103383138776, "loss_mask": 0.28110129572451115, "loss_maskiou": 0.00653641492681345, "loss_sem_seg": 0.3083459106273949, "lr": 0.01, "mask_rcnn/accuracy": 0.8730805994836608, "mask_rcnn/false_negative": 0.09941503023613607, "mask_rcnn/false_positive": 0.14831293585520336, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.7808635616675019, "total_loss": 1.6841579799802275} {"data_time": 0.015494913794100285, "eta_seconds": 95930.20215806924, "iteration": 146919, "loss_fcos_cls": 0.26366502582095563, "loss_fcos_ctr": 0.6200560489669442, "loss_fcos_loc": 0.20050015987362713, "loss_mask": 0.27580620907247066, "loss_maskiou": 0.005565912324527744, "loss_sem_seg": 0.30174865247681737, "lr": 0.01, "mask_rcnn/accuracy": 0.8934257720234451, "mask_rcnn/false_negative": 0.091356239636269, "mask_rcnn/false_positive": 0.13591625109574001, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.5, "time": 0.7815280631184578, "total_loss": 1.6680589428651729} {"data_time": 0.014867493882775307, "eta_seconds": 95852.33315817639, "iteration": 146939, "loss_fcos_cls": 0.26100307353772223, "loss_fcos_ctr": 0.6222197823226452, "loss_fcos_loc": 0.1986105979885906, "loss_mask": 0.286403045989573, "loss_maskiou": 0.006146327548776753, "loss_sem_seg": 0.2946107657626271, "lr": 0.01, "mask_rcnn/accuracy": 0.8658151634513988, "mask_rcnn/false_negative": 0.09884464638951179, "mask_rcnn/false_positive": 0.16313856100466056, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7772965738549829, "total_loss": 1.6724395319179166} {"data_time": 0.01600359007716179, "eta_seconds": 95842.99174623657, "iteration": 146959, "loss_fcos_cls": 0.26015738281421363, "loss_fcos_ctr": 0.6219313461333513, "loss_fcos_loc": 0.19690137449651957, "loss_mask": 0.28336430666968226, "loss_maskiou": 0.006073167969589122, "loss_sem_seg": 0.2862841805908829, "lr": 0.01, "mask_rcnn/accuracy": 0.8968532438058836, "mask_rcnn/false_negative": 0.10342793836578791, "mask_rcnn/false_positive": 0.12534454088484515, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7722786795347929, "total_loss": 1.630014310736442} {"data_time": 0.015403764322400093, "eta_seconds": 95789.4828872988, "iteration": 146979, "loss_fcos_cls": 0.2661095673684031, "loss_fcos_ctr": 0.6215302287600935, "loss_fcos_loc": 0.2047673708293587, "loss_mask": 0.2817327231168747, "loss_maskiou": 0.006193261091539171, "loss_sem_seg": 0.3238381673581898, "lr": 0.01, "mask_rcnn/accuracy": 0.8762990854885219, "mask_rcnn/false_negative": 0.09485756485726698, "mask_rcnn/false_positive": 0.15678383009735697, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7686113221570849, "total_loss": 1.6707792581910326} {"data_time": 0.017013538628816605, "eta_seconds": 95798.14944930747, "iteration": 146999, "loss_fcos_cls": 0.2581998525420204, "loss_fcos_ctr": 0.6218801569193602, "loss_fcos_loc": 0.20625543873757124, "loss_mask": 0.2799088442698121, "loss_maskiou": 0.0059835616339114495, "loss_sem_seg": 0.27600214444100857, "lr": 0.01, "mask_rcnn/accuracy": 0.8689617543973518, "mask_rcnn/false_negative": 0.1040342036172216, "mask_rcnn/false_positive": 0.15136124158193942, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7804649937897921, "total_loss": 1.6447019216357148} {"data_time": 0.01714286021888256, "eta_seconds": 95812.09987385664, "iteration": 147019, "loss_fcos_cls": 0.2654267295729369, "loss_fcos_ctr": 0.6224631378427148, "loss_fcos_loc": 0.2107543417951092, "loss_mask": 0.2764464570209384, "loss_maskiou": 0.006056884521967731, "loss_sem_seg": 0.2693274552002549, "lr": 0.01, "mask_rcnn/accuracy": 0.8837383837463557, "mask_rcnn/false_negative": 0.11008830170983328, "mask_rcnn/false_positive": 0.1333402870619375, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7770563019439578, "total_loss": 1.651804999281012} {"data_time": 0.017430090345442295, "eta_seconds": 95814.74949647393, "iteration": 147039, "loss_fcos_cls": 0.25260061770677567, "loss_fcos_ctr": 0.6199922747910023, "loss_fcos_loc": 0.1968548137228936, "loss_mask": 0.2673206049948931, "loss_maskiou": 0.005435361468698829, "loss_sem_seg": 0.2785230902954936, "lr": 0.01, "mask_rcnn/accuracy": 0.8810714065228511, "mask_rcnn/false_negative": 0.10411133526138552, "mask_rcnn/false_positive": 0.13294426461758319, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.786666170693934, "total_loss": 1.6242457831394859} {"data_time": 0.018007409758865833, "eta_seconds": 95771.7634390369, "iteration": 147059, "loss_fcos_cls": 0.2553690841887146, "loss_fcos_ctr": 0.6228177761659026, "loss_fcos_loc": 0.2083686247933656, "loss_mask": 0.27638199646025896, "loss_maskiou": 0.005267741784336977, "loss_sem_seg": 0.2671037702821195, "lr": 0.01, "mask_rcnn/accuracy": 0.8533970812350915, "mask_rcnn/false_negative": 0.11223129849329004, "mask_rcnn/false_positive": 0.17042340015752133, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 39.25, "time": 0.7669949196279049, "total_loss": 1.631170197200845} {"data_time": 0.016384531743824482, "eta_seconds": 95743.28702136502, "iteration": 147079, "loss_fcos_cls": 0.26667953678406775, "loss_fcos_ctr": 0.6193465981632471, "loss_fcos_loc": 0.197637225035578, "loss_mask": 0.2785739526152611, "loss_maskiou": 0.005748401366872713, "loss_sem_seg": 0.317349745426327, "lr": 0.01, "mask_rcnn/accuracy": 0.8855525541425138, "mask_rcnn/false_negative": 0.08535024038967892, "mask_rcnn/false_positive": 0.14768048365640812, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7799787949770689, "total_loss": 1.6977979278890416} {"data_time": 0.01955132745206356, "eta_seconds": 95748.75645194203, "iteration": 147099, "loss_fcos_cls": 0.2645271895453334, "loss_fcos_ctr": 0.6201270520687103, "loss_fcos_loc": 0.20255115337204188, "loss_mask": 0.27464219368994236, "loss_maskiou": 0.005824030318763107, "loss_sem_seg": 0.31219160556793213, "lr": 0.01, "mask_rcnn/accuracy": 0.8751765485396438, "mask_rcnn/false_negative": 0.09542783814857506, "mask_rcnn/false_positive": 0.1450069423116298, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.5, "time": 0.7891812697052956, "total_loss": 1.6734310976753477} {"data_time": 0.01586034521460533, "eta_seconds": 95712.13098227605, "iteration": 147119, "loss_fcos_cls": 0.2549911281093955, "loss_fcos_ctr": 0.6231193980202079, "loss_fcos_loc": 0.20233768492471427, "loss_mask": 0.28449922800064087, "loss_maskiou": 0.005803985864986316, "loss_sem_seg": 0.2916590580716729, "lr": 0.01, "mask_rcnn/accuracy": 0.888608985260771, "mask_rcnn/false_negative": 0.09784475129474357, "mask_rcnn/false_positive": 0.12494854061431139, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.766690288670361, "total_loss": 1.6862150674132863} {"data_time": 0.016593518666923046, "eta_seconds": 95754.30739792064, "iteration": 147139, "loss_fcos_cls": 0.26114712352864444, "loss_fcos_ctr": 0.6220170329324901, "loss_fcos_loc": 0.20018455991521478, "loss_mask": 0.26928660552948713, "loss_maskiou": 0.005612019642285304, "loss_sem_seg": 0.30559059884399176, "lr": 0.01, "mask_rcnn/accuracy": 0.884609308204156, "mask_rcnn/false_negative": 0.08470910800558257, "mask_rcnn/false_positive": 0.1376822423200847, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 32.5, "time": 0.784134023822844, "total_loss": 1.6335313616873464} {"data_time": 0.019115774892270565, "eta_seconds": 95693.64856997039, "iteration": 147159, "loss_fcos_cls": 0.278371705673635, "loss_fcos_ctr": 0.6216232189908624, "loss_fcos_loc": 0.20642153755761683, "loss_mask": 0.2729619983583689, "loss_maskiou": 0.005800955797894858, "loss_sem_seg": 0.31821065582334995, "lr": 0.01, "mask_rcnn/accuracy": 0.8634965682349094, "mask_rcnn/false_negative": 0.10649165462107225, "mask_rcnn/false_positive": 0.1773520053929331, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7806495251134038, "total_loss": 1.707413439929951} {"data_time": 0.01841824222356081, "eta_seconds": 95657.95817524567, "iteration": 147179, "loss_fcos_cls": 0.2596470459830016, "loss_fcos_ctr": 0.6197888385504484, "loss_fcos_loc": 0.19810972339473665, "loss_mask": 0.26961674913764, "loss_maskiou": 0.006029165044310503, "loss_sem_seg": 0.279552613850683, "lr": 0.01, "mask_rcnn/accuracy": 0.8868028766384602, "mask_rcnn/false_negative": 0.09856589884597126, "mask_rcnn/false_positive": 0.14100781477324686, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7726983372122049, "total_loss": 1.6252202204195783} {"data_time": 0.014477596618235111, "eta_seconds": 95670.84922868758, "iteration": 147199, "loss_fcos_cls": 0.26581078860908747, "loss_fcos_ctr": 0.6202892307192087, "loss_fcos_loc": 0.20544199994765222, "loss_mask": 0.2811566134914756, "loss_maskiou": 0.006521584022266325, "loss_sem_seg": 0.259714026004076, "lr": 0.01, "mask_rcnn/accuracy": 0.8889209980867347, "mask_rcnn/false_negative": 0.09147203699418507, "mask_rcnn/false_positive": 0.13498521742333336, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7773133888840675, "total_loss": 1.6696306465746602} {"data_time": 0.01602298580110073, "eta_seconds": 95657.98505259957, "iteration": 147219, "loss_fcos_cls": 0.25055854860693216, "loss_fcos_ctr": 0.6228223470970988, "loss_fcos_loc": 0.20348931930493563, "loss_mask": 0.27149848733097315, "loss_maskiou": 0.005815327836899087, "loss_sem_seg": 0.27482554130256176, "lr": 0.01, "mask_rcnn/accuracy": 0.8934846775248562, "mask_rcnn/false_negative": 0.09265219818775805, "mask_rcnn/false_positive": 0.1165362518450419, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7981926184147596, "total_loss": 1.6476407833979465} {"data_time": 0.016730226576328278, "eta_seconds": 95669.99124484602, "iteration": 147239, "loss_fcos_cls": 0.2621182093862444, "loss_fcos_ctr": 0.6211165394634008, "loss_fcos_loc": 0.20461113203782588, "loss_mask": 0.2758264699950814, "loss_maskiou": 0.005688088996976148, "loss_sem_seg": 0.2764696618542075, "lr": 0.01, "mask_rcnn/accuracy": 0.8899086808636498, "mask_rcnn/false_negative": 0.08131136697865557, "mask_rcnn/false_positive": 0.1504611352030844, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.25, "time": 0.7884979778900743, "total_loss": 1.651966312645527} {"data_time": 0.016255886293947697, "eta_seconds": 95677.25663914625, "iteration": 147259, "loss_fcos_cls": 0.2743487642146647, "loss_fcos_ctr": 0.6197953326627612, "loss_fcos_loc": 0.1993201356381178, "loss_mask": 0.2726205522194505, "loss_maskiou": 0.005131791651365347, "loss_sem_seg": 0.2819586545228958, "lr": 0.01, "mask_rcnn/accuracy": 0.8692014849418028, "mask_rcnn/false_negative": 0.1126066271212941, "mask_rcnn/false_positive": 0.1526441514935221, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.7853076448664069, "total_loss": 1.6345308411473525} {"data_time": 0.015883561223745346, "eta_seconds": 95677.58844032977, "iteration": 147279, "loss_fcos_cls": 0.2703823894262314, "loss_fcos_ctr": 0.6229563150554895, "loss_fcos_loc": 0.20869918284006417, "loss_mask": 0.28440243285149336, "loss_maskiou": 0.0058907973289024085, "loss_sem_seg": 0.3111799987964332, "lr": 0.01, "mask_rcnn/accuracy": 0.8885303291983084, "mask_rcnn/false_negative": 0.08844089998212787, "mask_rcnn/false_positive": 0.1463411738579432, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.0, "time": 0.7993140136823058, "total_loss": 1.7148654448537854} {"data_time": 0.016193083487451077, "eta_seconds": 95648.31631706469, "iteration": 147299, "loss_fcos_cls": 0.27559204533463344, "loss_fcos_ctr": 0.6226767902262509, "loss_fcos_loc": 0.20968103290942963, "loss_mask": 0.27094411104917526, "loss_maskiou": 0.0053302307351259515, "loss_sem_seg": 0.2675244612619281, "lr": 0.01, "mask_rcnn/accuracy": 0.8737776360544218, "mask_rcnn/false_negative": 0.101346032424588, "mask_rcnn/false_positive": 0.14574138821287014, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7894312618300319, "total_loss": 1.6616713482144405} {"data_time": 0.016240387223660946, "eta_seconds": 95683.14226585813, "iteration": 147319, "loss_fcos_cls": 0.27809427701868117, "loss_fcos_ctr": 0.6218711649999022, "loss_fcos_loc": 0.20713629014790058, "loss_mask": 0.273437331430614, "loss_maskiou": 0.0059453102221596055, "loss_sem_seg": 0.32325026555918157, "lr": 0.01, "mask_rcnn/accuracy": 0.8762639146567718, "mask_rcnn/false_negative": 0.09482212334395698, "mask_rcnn/false_positive": 0.15337975150665847, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7852494018152356, "total_loss": 1.741355524667597} {"data_time": 0.017397750169038773, "eta_seconds": 95647.31895086635, "iteration": 147339, "loss_fcos_cls": 0.25738782505504787, "loss_fcos_ctr": 0.619948074221611, "loss_fcos_loc": 0.19114161026664078, "loss_mask": 0.26767572085373104, "loss_maskiou": 0.005376617104047909, "loss_sem_seg": 0.30277022952213883, "lr": 0.01, "mask_rcnn/accuracy": 0.8940456186858146, "mask_rcnn/false_negative": 0.08738210516293779, "mask_rcnn/false_positive": 0.1527036486106637, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7831196710467339, "total_loss": 1.6366895694372943} {"data_time": 0.015004167333245277, "eta_seconds": 95668.0277414266, "iteration": 147359, "loss_fcos_cls": 0.2673939724918455, "loss_fcos_ctr": 0.6191002391278744, "loss_fcos_loc": 0.19850146782118827, "loss_mask": 0.26251136418432, "loss_maskiou": 0.005593731242697686, "loss_sem_seg": 0.2659057858400047, "lr": 0.01, "mask_rcnn/accuracy": 0.8946962396069539, "mask_rcnn/false_negative": 0.0975262695619282, "mask_rcnn/false_positive": 0.13215386490130202, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.0, "time": 0.7824074933305383, "total_loss": 1.642398481584678} {"data_time": 0.016292057931423187, "eta_seconds": 95652.42642902024, "iteration": 147379, "loss_fcos_cls": 0.256126546068117, "loss_fcos_ctr": 0.6225930759683251, "loss_fcos_loc": 0.20534546510316432, "loss_mask": 0.2780904984101653, "loss_maskiou": 0.005454162732348777, "loss_sem_seg": 0.29584492277354, "lr": 0.01, "mask_rcnn/accuracy": 0.8645501075253298, "mask_rcnn/false_negative": 0.10700529188309746, "mask_rcnn/false_positive": 0.1584391955399756, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.0, "time": 0.7852907981723547, "total_loss": 1.6658064208895667} {"data_time": 0.015810005366802216, "eta_seconds": 95674.23220825754, "iteration": 147399, "loss_fcos_cls": 0.25372511171735823, "loss_fcos_ctr": 0.6188980145379901, "loss_fcos_loc": 0.19435400376096368, "loss_mask": 0.26871858164668083, "loss_maskiou": 0.006111294373113196, "loss_sem_seg": 0.2688246676698327, "lr": 0.01, "mask_rcnn/accuracy": 0.8854591836734693, "mask_rcnn/false_negative": 0.09393615146871655, "mask_rcnn/false_positive": 0.12669643566206112, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.0, "time": 0.7752044573426247, "total_loss": 1.6220774587745836} {"data_time": 0.018021066673099995, "eta_seconds": 95658.62479360215, "iteration": 147419, "loss_fcos_cls": 0.26258757535833865, "loss_fcos_ctr": 0.6198818450793624, "loss_fcos_loc": 0.20592557941563427, "loss_mask": 0.28081293776631355, "loss_maskiou": 0.006393490417394787, "loss_sem_seg": 0.3064772207289934, "lr": 0.01, "mask_rcnn/accuracy": 0.8771025259633634, "mask_rcnn/false_negative": 0.09682574539498093, "mask_rcnn/false_positive": 0.14605506064736462, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7787260049954057, "total_loss": 1.667371127368824} {"data_time": 0.015778047032654285, "eta_seconds": 95652.90622931812, "iteration": 147439, "loss_fcos_cls": 0.27801187080331147, "loss_fcos_ctr": 0.6191363595426083, "loss_fcos_loc": 0.20014975999947637, "loss_mask": 0.27300766389817, "loss_maskiou": 0.0054842612516949885, "loss_sem_seg": 0.3030809029005468, "lr": 0.01, "mask_rcnn/accuracy": 0.8628185596272406, "mask_rcnn/false_negative": 0.0793116439016754, "mask_rcnn/false_positive": 0.18476729931613312, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.7875213725492358, "total_loss": 1.6698997879284434} {"data_time": 0.01614433992654085, "eta_seconds": 95625.27730668616, "iteration": 147459, "loss_fcos_cls": 0.257009866181761, "loss_fcos_ctr": 0.6213036929257214, "loss_fcos_loc": 0.20090825844090432, "loss_mask": 0.28101339703425765, "loss_maskiou": 0.006459131152951159, "loss_sem_seg": 0.304623790550977, "lr": 0.01, "mask_rcnn/accuracy": 0.8728801084827871, "mask_rcnn/false_negative": 0.10757259801270076, "mask_rcnn/false_positive": 0.14989009982737722, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7690728018060327, "total_loss": 1.6800657401327044} {"data_time": 0.016569634899497032, "eta_seconds": 95609.67024010327, "iteration": 147479, "loss_fcos_cls": 0.2524443776346743, "loss_fcos_ctr": 0.6214930275455117, "loss_fcos_loc": 0.2037164766807109, "loss_mask": 0.26461881026625633, "loss_maskiou": 0.0061410945490933955, "loss_sem_seg": 0.3064347836188972, "lr": 0.01, "mask_rcnn/accuracy": 0.8845690754750176, "mask_rcnn/false_negative": 0.10766570587398278, "mask_rcnn/false_positive": 0.12470789258537934, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.788414497859776, "total_loss": 1.6542212333806674} {"data_time": 0.015926995314657688, "eta_seconds": 95577.18956620153, "iteration": 147499, "loss_fcos_cls": 0.26075025112368166, "loss_fcos_ctr": 0.6218015030026436, "loss_fcos_loc": 0.20339167735073715, "loss_mask": 0.2673041885718703, "loss_maskiou": 0.005948550726316171, "loss_sem_seg": 0.2667171487119049, "lr": 0.01, "mask_rcnn/accuracy": 0.8721280686187518, "mask_rcnn/false_negative": 0.10216701182974774, "mask_rcnn/false_positive": 0.1549435099429712, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7556149242445827, "total_loss": 1.6730870097162551} {"data_time": 0.01638756599277258, "eta_seconds": 95506.96042279992, "iteration": 147519, "loss_fcos_cls": 0.2669278741814196, "loss_fcos_ctr": 0.6227663289755583, "loss_fcos_loc": 0.20751003280747682, "loss_mask": 0.279648263938725, "loss_maskiou": 0.006300640445260797, "loss_sem_seg": 0.28751742956228554, "lr": 0.01, "mask_rcnn/accuracy": 0.879806048102301, "mask_rcnn/false_negative": 0.10079256197389713, "mask_rcnn/false_positive": 0.15727816113968807, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.763954876922071, "total_loss": 1.6805339856509818} {"data_time": 0.016337981447577477, "eta_seconds": 95562.8490403546, "iteration": 147539, "loss_fcos_cls": 0.261259441729635, "loss_fcos_ctr": 0.6203661449253559, "loss_fcos_loc": 0.1958746244199574, "loss_mask": 0.28310654778033495, "loss_maskiou": 0.006527015561005101, "loss_sem_seg": 0.28792927553877234, "lr": 0.01, "mask_rcnn/accuracy": 0.8776461775186265, "mask_rcnn/false_negative": 0.08998743552436042, "mask_rcnn/false_positive": 0.1499332172555807, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.5, "time": 0.79659503698349, "total_loss": 1.6550557772643515} {"data_time": 0.017266517505049706, "eta_seconds": 95547.24197377171, "iteration": 147559, "loss_fcos_cls": 0.25833644426893443, "loss_fcos_ctr": 0.6217186371795833, "loss_fcos_loc": 0.2018199162557721, "loss_mask": 0.27324804849922657, "loss_maskiou": 0.006058395461877808, "loss_sem_seg": 0.2966687409207225, "lr": 0.01, "mask_rcnn/accuracy": 0.8729491796718687, "mask_rcnn/false_negative": 0.10876495735803943, "mask_rcnn/false_positive": 0.14768371965892818, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.773950481787324, "total_loss": 1.6612480877083726} {"data_time": 0.015959398820996284, "eta_seconds": 95430.04972943477, "iteration": 147579, "loss_fcos_cls": 0.26577640348114073, "loss_fcos_ctr": 0.6224364172667265, "loss_fcos_loc": 0.2040346038993448, "loss_mask": 0.2723395535722375, "loss_maskiou": 0.006218592890945729, "loss_sem_seg": 0.29064746433869004, "lr": 0.01, "mask_rcnn/accuracy": 0.8703510667473662, "mask_rcnn/false_negative": 0.1110489115259383, "mask_rcnn/false_positive": 0.14100796633482215, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 23.5, "time": 0.7710576001554728, "total_loss": 1.665724706625042} {"data_time": 0.015742787159979343, "eta_seconds": 95533.59216161724, "iteration": 147599, "loss_fcos_cls": 0.28181059972848743, "loss_fcos_ctr": 0.6238749385811388, "loss_fcos_loc": 0.20877822139300406, "loss_mask": 0.2708096862770617, "loss_maskiou": 0.006114862684626132, "loss_sem_seg": 0.312820958904922, "lr": 0.01, "mask_rcnn/accuracy": 0.8768811238023061, "mask_rcnn/false_negative": 0.09193004781898204, "mask_rcnn/false_positive": 0.1543453787594699, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.5, "time": 0.7980442112311721, "total_loss": 1.7219783411273966} {"data_time": 0.016080839559435844, "eta_seconds": 95512.42497409601, "iteration": 147619, "loss_fcos_cls": 0.2741196080460213, "loss_fcos_ctr": 0.6212699934840202, "loss_fcos_loc": 0.21033488458488137, "loss_mask": 0.29096223041415215, "loss_maskiou": 0.0066166025353595614, "loss_sem_seg": 0.29340272722765803, "lr": 0.01, "mask_rcnn/accuracy": 0.8921918036915852, "mask_rcnn/false_negative": 0.0992872951050357, "mask_rcnn/false_positive": 0.11485314040778297, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.775797538459301, "total_loss": 1.6962973453191807} {"data_time": 0.017305778339505196, "eta_seconds": 95496.815945738, "iteration": 147639, "loss_fcos_cls": 0.256389447953552, "loss_fcos_ctr": 0.6215940779075027, "loss_fcos_loc": 0.20056399353779852, "loss_mask": 0.27815458457916975, "loss_maskiou": 0.005757970844570082, "loss_sem_seg": 0.2890357249416411, "lr": 0.01, "mask_rcnn/accuracy": 0.8646560155682826, "mask_rcnn/false_negative": 0.10796565014232716, "mask_rcnn/false_positive": 0.13224067777756673, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.25, "time": 0.782719936221838, "total_loss": 1.6440423052335973} {"data_time": 0.015503455884754658, "eta_seconds": 95452.35507235583, "iteration": 147659, "loss_fcos_cls": 0.26407318050041795, "loss_fcos_ctr": 0.6211060481145978, "loss_fcos_loc": 0.20028323447331786, "loss_mask": 0.26901724375784397, "loss_maskiou": 0.005616803256998537, "loss_sem_seg": 0.2850313085364178, "lr": 0.01, "mask_rcnn/accuracy": 0.8860610556279249, "mask_rcnn/false_negative": 0.10341448603716566, "mask_rcnn/false_positive": 0.1160650074618568, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7716218624264002, "total_loss": 1.6636663351382595} {"data_time": 0.015881015919148922, "eta_seconds": 95436.75076062512, "iteration": 147679, "loss_fcos_cls": 0.27358843700494617, "loss_fcos_ctr": 0.620709618087858, "loss_fcos_loc": 0.19950501550920308, "loss_mask": 0.2770075872540474, "loss_maskiou": 0.00575131869118195, "loss_sem_seg": 0.2792574742343277, "lr": 0.01, "mask_rcnn/accuracy": 0.8874160583205615, "mask_rcnn/false_negative": 0.08723635613456253, "mask_rcnn/false_positive": 0.13469221335124432, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.0, "time": 0.7640044605359435, "total_loss": 1.6440820491370687} {"data_time": 0.017382817342877388, "eta_seconds": 95320.23673427291, "iteration": 147699, "loss_fcos_cls": 0.2671998511068523, "loss_fcos_ctr": 0.6210712818428874, "loss_fcos_loc": 0.19783057208405808, "loss_mask": 0.26632188679650426, "loss_maskiou": 0.006421033191145398, "loss_sem_seg": 0.29145762510597706, "lr": 0.01, "mask_rcnn/accuracy": 0.9036543813329527, "mask_rcnn/false_negative": 0.07648293418368732, "mask_rcnn/false_positive": 0.12448749638647616, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7529490469023585, "total_loss": 1.6642066539934603} {"data_time": 0.01650018896907568, "eta_seconds": 95298.17695034668, "iteration": 147719, "loss_fcos_cls": 0.2563340850174427, "loss_fcos_ctr": 0.6190207153558731, "loss_fcos_loc": 0.19596896064467728, "loss_mask": 0.26553327590227127, "loss_maskiou": 0.005975187748845201, "loss_sem_seg": 0.2987715993076563, "lr": 0.01, "mask_rcnn/accuracy": 0.9000404660936732, "mask_rcnn/false_negative": 0.0837809095008349, "mask_rcnn/false_positive": 0.14507740968076296, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7789757298305631, "total_loss": 1.639329949808598} {"data_time": 0.01706710457801819, "eta_seconds": 95269.90934525803, "iteration": 147739, "loss_fcos_cls": 0.265120058786124, "loss_fcos_ctr": 0.6212378684431314, "loss_fcos_loc": 0.20283915457548574, "loss_mask": 0.28898374317213893, "loss_maskiou": 0.006144281567685539, "loss_sem_seg": 0.2955972570925951, "lr": 0.01, "mask_rcnn/accuracy": 0.8669379565936117, "mask_rcnn/false_negative": 0.1018751125643597, "mask_rcnn/false_positive": 0.16856180863636977, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7768453806638718, "total_loss": 1.7062567399116233} {"data_time": 0.017639245837926865, "eta_seconds": 95262.62482426967, "iteration": 147759, "loss_fcos_cls": 0.2669148517306894, "loss_fcos_ctr": 0.621909094043076, "loss_fcos_loc": 0.20400256849825382, "loss_mask": 0.28045918280258775, "loss_maskiou": 0.0068530772914527915, "loss_sem_seg": 0.31139373034238815, "lr": 0.01, "mask_rcnn/accuracy": 0.8826757409934102, "mask_rcnn/false_negative": 0.1089260817733848, "mask_rcnn/false_positive": 0.14936967092553316, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.25, "time": 0.7734736688435078, "total_loss": 1.6961245600832626} {"data_time": 0.016828015446662903, "eta_seconds": 95221.69220900442, "iteration": 147779, "loss_fcos_cls": 0.271750676445663, "loss_fcos_ctr": 0.6227309769019485, "loss_fcos_loc": 0.19879361568018794, "loss_mask": 0.2719521662220359, "loss_maskiou": 0.0054206348286243156, "loss_sem_seg": 0.28063932014629245, "lr": 0.01, "mask_rcnn/accuracy": 0.8712616695614417, "mask_rcnn/false_negative": 0.10605867422749815, "mask_rcnn/false_positive": 0.13905029064241453, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7709502531215549, "total_loss": 1.6624986902461387} {"data_time": 0.016435252502560616, "eta_seconds": 95206.11032173317, "iteration": 147799, "loss_fcos_cls": 0.26818809076212347, "loss_fcos_ctr": 0.6219307477585971, "loss_fcos_loc": 0.20957137364894152, "loss_mask": 0.27587953582406044, "loss_maskiou": 0.006410908899852075, "loss_sem_seg": 0.27727959473850206, "lr": 0.01, "mask_rcnn/accuracy": 0.8681963625967628, "mask_rcnn/false_negative": 0.0909355127931106, "mask_rcnn/false_positive": 0.18564583280618396, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.5, "time": 0.7966837165877223, "total_loss": 1.6688544131320668} {"data_time": 0.01748986914753914, "eta_seconds": 95175.29844973236, "iteration": 147819, "loss_fcos_cls": 0.26512158394325525, "loss_fcos_ctr": 0.6229036822915077, "loss_fcos_loc": 0.20863136660773307, "loss_mask": 0.278738152468577, "loss_maskiou": 0.006026635586749762, "loss_sem_seg": 0.29826604574918747, "lr": 0.01, "mask_rcnn/accuracy": 0.860639321518081, "mask_rcnn/false_negative": 0.11625075132713887, "mask_rcnn/false_positive": 0.15580386091959006, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.0, "time": 0.7679475853219628, "total_loss": 1.6982959019514965} {"data_time": 0.0163757111877203, "eta_seconds": 95152.94579508342, "iteration": 147839, "loss_fcos_cls": 0.26754578202962875, "loss_fcos_ctr": 0.6252853153273463, "loss_fcos_loc": 0.21010833280161023, "loss_mask": 0.2907642386853695, "loss_maskiou": 0.005965357966488227, "loss_sem_seg": 0.28559840144589543, "lr": 0.01, "mask_rcnn/accuracy": 0.8725970684884123, "mask_rcnn/false_negative": 0.11252478347760919, "mask_rcnn/false_positive": 0.146935060741514, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7749052615836263, "total_loss": 1.692606807599077} {"data_time": 0.014758321456611156, "eta_seconds": 95108.0060116658, "iteration": 147859, "loss_fcos_cls": 0.25201169232605025, "loss_fcos_ctr": 0.6182531602680683, "loss_fcos_loc": 0.19023293466307223, "loss_mask": 0.2706850003451109, "loss_maskiou": 0.0065855951979756355, "loss_sem_seg": 0.2716948864981532, "lr": 0.01, "mask_rcnn/accuracy": 0.8821266887036505, "mask_rcnn/false_negative": 0.09893824844775466, "mask_rcnn/false_positive": 0.13354160448014674, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.772322179749608, "total_loss": 1.629576533799991} {"data_time": 0.016760303638875484, "eta_seconds": 95080.18656212557, "iteration": 147879, "loss_fcos_cls": 0.25651390943676233, "loss_fcos_ctr": 0.6228088815696537, "loss_fcos_loc": 0.19683077512308955, "loss_mask": 0.27451650518924, "loss_maskiou": 0.005326547696313355, "loss_sem_seg": 0.2801434698048979, "lr": 0.01, "mask_rcnn/accuracy": 0.8880912348705716, "mask_rcnn/false_negative": 0.11723015954380522, "mask_rcnn/false_positive": 0.1085961745156261, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.0, "time": 0.7784644411876798, "total_loss": 1.6460736971566803} {"data_time": 0.014689656905829906, "eta_seconds": 95045.69375435356, "iteration": 147899, "loss_fcos_cls": 0.2563131032511592, "loss_fcos_ctr": 0.6204751976765692, "loss_fcos_loc": 0.19661986571736634, "loss_mask": 0.2666034298017621, "loss_maskiou": 0.005650440311001148, "loss_sem_seg": 0.27578292740508914, "lr": 0.01, "mask_rcnn/accuracy": 0.8803352425470103, "mask_rcnn/false_negative": 0.09620742163758104, "mask_rcnn/false_positive": 0.1461812096386828, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.5, "time": 0.7829323243349791, "total_loss": 1.6453829149177182} {"data_time": 0.017230174504220486, "eta_seconds": 94967.54746363685, "iteration": 147919, "loss_fcos_cls": 0.25068685493897647, "loss_fcos_ctr": 0.6176535943523049, "loss_fcos_loc": 0.19545063748955727, "loss_mask": 0.26781240850687027, "loss_maskiou": 0.005242682695097756, "loss_sem_seg": 0.2873403187841177, "lr": 0.01, "mask_rcnn/accuracy": 0.8801900237991538, "mask_rcnn/false_negative": 0.08664442228416458, "mask_rcnn/false_positive": 0.1476192371407706, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.5, "time": 0.7602002779021859, "total_loss": 1.6268339010639465} {"data_time": 0.018094622530043125, "eta_seconds": 94961.59389726911, "iteration": 147939, "loss_fcos_cls": 0.26275494415313005, "loss_fcos_ctr": 0.6225249776616693, "loss_fcos_loc": 0.20177369401790202, "loss_mask": 0.27965525910258293, "loss_maskiou": 0.006435334886191413, "loss_sem_seg": 0.28252942161634564, "lr": 0.01, "mask_rcnn/accuracy": 0.8899528552237821, "mask_rcnn/false_negative": 0.07929391015567078, "mask_rcnn/false_positive": 0.16703175809512577, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7876154249534011, "total_loss": 1.6821378421009285} {"data_time": 0.01592116616666317, "eta_seconds": 94984.22210269235, "iteration": 147959, "loss_fcos_cls": 0.2490980294533074, "loss_fcos_ctr": 0.6199975376948714, "loss_fcos_loc": 0.1868484114529565, "loss_mask": 0.27187033742666245, "loss_maskiou": 0.005638331742375158, "loss_sem_seg": 0.2769361683167517, "lr": 0.01, "mask_rcnn/accuracy": 0.8779857378773992, "mask_rcnn/false_negative": 0.10370882112108666, "mask_rcnn/false_positive": 0.1562856707872109, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7725926674902439, "total_loss": 1.6178069823636179} {"data_time": 0.016927233897149563, "eta_seconds": 95002.32920216117, "iteration": 147979, "loss_fcos_cls": 0.24924245267175138, "loss_fcos_ctr": 0.6176158897578716, "loss_fcos_loc": 0.19598697987385094, "loss_mask": 0.28010693471878767, "loss_maskiou": 0.005415126004663762, "loss_sem_seg": 0.24806893710047007, "lr": 0.01, "mask_rcnn/accuracy": 0.8829158885410648, "mask_rcnn/false_negative": 0.09796332076445313, "mask_rcnn/false_positive": 0.14057352768478293, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.7683704541996121, "total_loss": 1.6188353447068948} {"data_time": 0.01634043548256159, "eta_seconds": 94935.31274075154, "iteration": 147999, "loss_fcos_cls": 0.2644377409014851, "loss_fcos_ctr": 0.6187969464808702, "loss_fcos_loc": 0.19619898754172027, "loss_mask": 0.2678252346813679, "loss_maskiou": 0.0056201083498308435, "loss_sem_seg": 0.3028124077245593, "lr": 0.01, "mask_rcnn/accuracy": 0.898036691091531, "mask_rcnn/false_negative": 0.07914393867971925, "mask_rcnn/false_positive": 0.13159365868657244, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.5, "time": 0.7659931164234877, "total_loss": 1.646676414689864} {"data_time": 0.016504116356372833, "eta_seconds": 94905.64126388635, "iteration": 148019, "loss_fcos_cls": 0.24088110914453864, "loss_fcos_ctr": 0.6211118013598025, "loss_fcos_loc": 0.19873205060139298, "loss_mask": 0.27814215794205666, "loss_maskiou": 0.005393685816670768, "loss_sem_seg": 0.26506233867257833, "lr": 0.01, "mask_rcnn/accuracy": 0.8811084142394823, "mask_rcnn/false_negative": 0.087778021909339, "mask_rcnn/false_positive": 0.16467105696401274, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.773398032411933, "total_loss": 1.6514034083375009} {"data_time": 0.016212420538067818, "eta_seconds": 94829.4929192802, "iteration": 148039, "loss_fcos_cls": 0.26687249448150396, "loss_fcos_ctr": 0.6219759853556752, "loss_fcos_loc": 0.20050283940508962, "loss_mask": 0.2691772347316146, "loss_maskiou": 0.005641518364427611, "loss_sem_seg": 0.27681005629710853, "lr": 0.01, "mask_rcnn/accuracy": 0.8722427043711417, "mask_rcnn/false_negative": 0.10322159792071527, "mask_rcnn/false_positive": 0.14747185420063227, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.5, "time": 0.7709209686145186, "total_loss": 1.6563551052677212} {"data_time": 0.015531687997281551, "eta_seconds": 94904.73404217884, "iteration": 148059, "loss_fcos_cls": 0.2559617245569825, "loss_fcos_ctr": 0.6206274162977934, "loss_fcos_loc": 0.19299434777349234, "loss_mask": 0.2621242394670844, "loss_maskiou": 0.005300168482790468, "loss_sem_seg": 0.26409928395878524, "lr": 0.01, "mask_rcnn/accuracy": 0.8689636002298282, "mask_rcnn/false_negative": 0.10148828536011062, "mask_rcnn/false_positive": 0.1581630707818798, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7816994255408645, "total_loss": 1.5828454642978613} {"data_time": 0.01534484326839447, "eta_seconds": 94852.67603533436, "iteration": 148079, "loss_fcos_cls": 0.23146364057902247, "loss_fcos_ctr": 0.6201581181958318, "loss_fcos_loc": 0.18992836168035865, "loss_mask": 0.2743673073127866, "loss_maskiou": 0.00595769038045546, "loss_sem_seg": 0.24709444702602923, "lr": 0.01, "mask_rcnn/accuracy": 0.8803652738121333, "mask_rcnn/false_negative": 0.08837148907801286, "mask_rcnn/false_positive": 0.1386985484287891, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 26.0, "time": 0.7734564822167158, "total_loss": 1.5711111553755472} {"data_time": 0.015406587161123753, "eta_seconds": 94818.37074758857, "iteration": 148099, "loss_fcos_cls": 0.24665415287017822, "loss_fcos_ctr": 0.6198014309629798, "loss_fcos_loc": 0.1995011626277119, "loss_mask": 0.2584719583392143, "loss_maskiou": 0.006018176500219852, "loss_sem_seg": 0.2864631535485387, "lr": 0.01, "mask_rcnn/accuracy": 0.890335836038961, "mask_rcnn/false_negative": 0.08193296611189563, "mask_rcnn/false_positive": 0.1229834859620927, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.773805539123714, "total_loss": 1.6441427906538593} {"data_time": 0.01630493253469467, "eta_seconds": 94872.78417393845, "iteration": 148119, "loss_fcos_cls": 0.25378647400066257, "loss_fcos_ctr": 0.6201233435422182, "loss_fcos_loc": 0.2004840848967433, "loss_mask": 0.27894744742661715, "loss_maskiou": 0.00601899268804118, "loss_sem_seg": 0.27045053569599986, "lr": 0.01, "mask_rcnn/accuracy": 0.8734889135152819, "mask_rcnn/false_negative": 0.10218057616861222, "mask_rcnn/false_positive": 0.13521873281603225, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.0, "time": 0.7945658825337887, "total_loss": 1.6466600653511705} {"data_time": 0.01572038233280182, "eta_seconds": 94820.22849546559, "iteration": 148139, "loss_fcos_cls": 0.24179019243456423, "loss_fcos_ctr": 0.6238974994048476, "loss_fcos_loc": 0.2054184558801353, "loss_mask": 0.27549123764038086, "loss_maskiou": 0.005723130081605632, "loss_sem_seg": 0.26439078571274877, "lr": 0.01, "mask_rcnn/accuracy": 0.8854145369441037, "mask_rcnn/false_negative": 0.0870374324373924, "mask_rcnn/false_positive": 0.12671209695863012, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.7738925730809569, "total_loss": 1.627955164789455} {"data_time": 0.018193592317402363, "eta_seconds": 94771.70089053363, "iteration": 148159, "loss_fcos_cls": 0.2481958080898039, "loss_fcos_ctr": 0.6201863083988428, "loss_fcos_loc": 0.19115309137851, "loss_mask": 0.27304947981610894, "loss_maskiou": 0.005855176481418312, "loss_sem_seg": 0.2612633213866502, "lr": 0.01, "mask_rcnn/accuracy": 0.8738984230055659, "mask_rcnn/false_negative": 0.104998197887805, "mask_rcnn/false_positive": 0.13492123366886732, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.7701819380745292, "total_loss": 1.620684412890114} {"data_time": 0.016196143813431263, "eta_seconds": 94774.87756252382, "iteration": 148179, "loss_fcos_cls": 0.2545232882257551, "loss_fcos_ctr": 0.6200122116133571, "loss_fcos_loc": 0.20581881681573577, "loss_mask": 0.27326518949121237, "loss_maskiou": 0.005732832549256273, "loss_sem_seg": 0.24564536265097558, "lr": 0.01, "mask_rcnn/accuracy": 0.8759317446490791, "mask_rcnn/false_negative": 0.11678693595735196, "mask_rcnn/false_positive": 0.13964173767167992, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.0, "time": 0.7915206588804722, "total_loss": 1.6239284965849947} {"data_time": 0.016088854521512985, "eta_seconds": 94810.51177107077, "iteration": 148199, "loss_fcos_cls": 0.26541730610188097, "loss_fcos_ctr": 0.6205054800957441, "loss_fcos_loc": 0.1950788808753714, "loss_mask": 0.2744076019152999, "loss_maskiou": 0.005924942444835324, "loss_sem_seg": 0.3148859164211899, "lr": 0.01, "mask_rcnn/accuracy": 0.8890391156462585, "mask_rcnn/false_negative": 0.10495262890961693, "mask_rcnn/false_positive": 0.14115482552281464, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7925995849072933, "total_loss": 1.6433394048654009} {"data_time": 0.015612050890922546, "eta_seconds": 94743.7581733996, "iteration": 148219, "loss_fcos_cls": 0.2634965764009394, "loss_fcos_ctr": 0.6237082560546696, "loss_fcos_loc": 0.20256667881039903, "loss_mask": 0.28253795532509685, "loss_maskiou": 0.006153004836960463, "loss_sem_seg": 0.27683776058256626, "lr": 0.01, "mask_rcnn/accuracy": 0.8762421827008395, "mask_rcnn/false_negative": 0.09625092875261455, "mask_rcnn/false_positive": 0.15174160725131144, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7812171690165997, "total_loss": 1.630914623139688} {"data_time": 0.016373949125409126, "eta_seconds": 94610.84470199794, "iteration": 148239, "loss_fcos_cls": 0.25582403549924493, "loss_fcos_ctr": 0.6235403222963214, "loss_fcos_loc": 0.2065875669941306, "loss_mask": 0.2666260413825512, "loss_maskiou": 0.005444373353384435, "loss_sem_seg": 0.28100420092232525, "lr": 0.01, "mask_rcnn/accuracy": 0.8908204521700864, "mask_rcnn/false_negative": 0.07097708923820717, "mask_rcnn/false_positive": 0.17391032887646662, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.0, "time": 0.7626909594982862, "total_loss": 1.613228712725686} {"data_time": 0.014903458766639233, "eta_seconds": 94546.27508214861, "iteration": 148259, "loss_fcos_cls": 0.25422923150472343, "loss_fcos_ctr": 0.6214197603985667, "loss_fcos_loc": 0.19948438345454633, "loss_mask": 0.27409588545560837, "loss_maskiou": 0.005781856918474659, "loss_sem_seg": 0.2876396607607603, "lr": 0.01, "mask_rcnn/accuracy": 0.8820376689636894, "mask_rcnn/false_negative": 0.10246167870661674, "mask_rcnn/false_positive": 0.12806724022260474, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7849616156890988, "total_loss": 1.6582250161009142} {"data_time": 0.016000372357666492, "eta_seconds": 94522.31394961383, "iteration": 148279, "loss_fcos_cls": 0.26102460105903447, "loss_fcos_ctr": 0.6186577989719808, "loss_fcos_loc": 0.19534641114296392, "loss_mask": 0.26369464211165905, "loss_maskiou": 0.005616471404209733, "loss_sem_seg": 0.2585146480705589, "lr": 0.01, "mask_rcnn/accuracy": 0.8808826004628656, "mask_rcnn/false_negative": 0.0888011367999676, "mask_rcnn/false_positive": 0.12981993016054294, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7806631708517671, "total_loss": 1.5921361526925466} {"data_time": 0.01828333269804716, "eta_seconds": 94506.78297074419, "iteration": 148299, "loss_fcos_cls": 0.2696691502351314, "loss_fcos_ctr": 0.6208643829450011, "loss_fcos_loc": 0.1978843805845827, "loss_mask": 0.27261138893663883, "loss_maskiou": 0.005632762433378957, "loss_sem_seg": 0.29507551714777946, "lr": 0.01, "mask_rcnn/accuracy": 0.8865343907612144, "mask_rcnn/false_negative": 0.09310103348753021, "mask_rcnn/false_positive": 0.14378178627200153, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.75, "time": 0.7779336543753743, "total_loss": 1.6530131644394714} {"data_time": 0.015395006164908409, "eta_seconds": 94476.55088863615, "iteration": 148319, "loss_fcos_cls": 0.2603611284866929, "loss_fcos_ctr": 0.6191620090976357, "loss_fcos_loc": 0.20346552156843245, "loss_mask": 0.28709407709538937, "loss_maskiou": 0.005935385750490241, "loss_sem_seg": 0.2817040414083749, "lr": 0.01, "mask_rcnn/accuracy": 0.8586973852040817, "mask_rcnn/false_negative": 0.10807032799502679, "mask_rcnn/false_positive": 0.16552938323918437, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 38.5, "time": 0.7795918136835098, "total_loss": 1.6402135211174027} {"data_time": 0.01810761634260416, "eta_seconds": 94475.47015432734, "iteration": 148339, "loss_fcos_cls": 0.23901081341318786, "loss_fcos_ctr": 0.6221987642347813, "loss_fcos_loc": 0.19499293342232704, "loss_mask": 0.288550672121346, "loss_maskiou": 0.005961385657428764, "loss_sem_seg": 0.26054859114810824, "lr": 0.01, "mask_rcnn/accuracy": 0.8905799173117523, "mask_rcnn/false_negative": 0.08840485423532118, "mask_rcnn/false_positive": 0.131051553185773, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.5, "time": 0.7950437078252435, "total_loss": 1.6248599178070435} {"data_time": 0.018347855657339096, "eta_seconds": 94459.93921669666, "iteration": 148359, "loss_fcos_cls": 0.25565256748814136, "loss_fcos_ctr": 0.6211078315973282, "loss_fcos_loc": 0.19956468604505062, "loss_mask": 0.27024813275784254, "loss_maskiou": 0.006292473834037082, "loss_sem_seg": 0.27161458251066506, "lr": 0.01, "mask_rcnn/accuracy": 0.875114611061816, "mask_rcnn/false_negative": 0.1015443405331656, "mask_rcnn/false_positive": 0.16699081672871657, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7830965165048838, "total_loss": 1.6333665818456211} {"data_time": 0.01531022135168314, "eta_seconds": 94412.9627106199, "iteration": 148379, "loss_fcos_cls": 0.25010863598436117, "loss_fcos_ctr": 0.6198034030385315, "loss_fcos_loc": 0.1935299893375486, "loss_mask": 0.2609702879562974, "loss_maskiou": 0.00539298023795709, "loss_sem_seg": 0.27128928201273084, "lr": 0.01, "mask_rcnn/accuracy": 0.8880730553090801, "mask_rcnn/false_negative": 0.09195014622212896, "mask_rcnn/false_positive": 0.13741816806991522, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 37.5, "time": 0.7802958870306611, "total_loss": 1.6107812675982132} {"data_time": 0.016964374110102654, "eta_seconds": 94428.87734143529, "iteration": 148399, "loss_fcos_cls": 0.24402590398676693, "loss_fcos_ctr": 0.619082422927022, "loss_fcos_loc": 0.194141912041232, "loss_mask": 0.28180085122585297, "loss_maskiou": 0.005725892078771722, "loss_sem_seg": 0.27230256982147694, "lr": 0.01, "mask_rcnn/accuracy": 0.8668484514267754, "mask_rcnn/false_negative": 0.11561874748680112, "mask_rcnn/false_positive": 0.1413440923462309, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.783779033459723, "total_loss": 1.6312023421814956} {"data_time": 0.016503876075148582, "eta_seconds": 94408.85724242684, "iteration": 148419, "loss_fcos_cls": 0.2668231384595856, "loss_fcos_ctr": 0.6204460859298706, "loss_fcos_loc": 0.20579787556198426, "loss_mask": 0.27039356529712677, "loss_maskiou": 0.005579727861913852, "loss_sem_seg": 0.2931480393745005, "lr": 0.01, "mask_rcnn/accuracy": 0.8900083312677298, "mask_rcnn/false_negative": 0.09493347900127645, "mask_rcnn/false_positive": 0.11677335460873449, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7625018581748009, "total_loss": 1.6464253358572023} {"data_time": 0.015259498730301857, "eta_seconds": 94335.5984027544, "iteration": 148439, "loss_fcos_cls": 0.2552373488433659, "loss_fcos_ctr": 0.6214415859431028, "loss_fcos_loc": 0.2017399735050276, "loss_mask": 0.2843846781179309, "loss_maskiou": 0.00561326184833888, "loss_sem_seg": 0.2816028082743287, "lr": 0.01, "mask_rcnn/accuracy": 0.879318245155205, "mask_rcnn/false_negative": 0.09457123684575709, "mask_rcnn/false_positive": 0.15219239517314959, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.7942169969901443, "total_loss": 1.6758257634937763} {"data_time": 0.015443424694240093, "eta_seconds": 94387.19159630686, "iteration": 148459, "loss_fcos_cls": 0.2597059076651931, "loss_fcos_ctr": 0.6240477496758103, "loss_fcos_loc": 0.1977130405139178, "loss_mask": 0.26747569255530834, "loss_maskiou": 0.005334245375706814, "loss_sem_seg": 0.29452765453606844, "lr": 0.01, "mask_rcnn/accuracy": 0.8856977486046202, "mask_rcnn/false_negative": 0.09350948642484438, "mask_rcnn/false_positive": 0.14597183167091116, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7890485618263483, "total_loss": 1.6549932880807319} {"data_time": 0.016372966580092907, "eta_seconds": 94386.74928101152, "iteration": 148479, "loss_fcos_cls": 0.2537784306332469, "loss_fcos_ctr": 0.620557764545083, "loss_fcos_loc": 0.20212979381904006, "loss_mask": 0.26670338958501816, "loss_maskiou": 0.0051547022158047184, "loss_sem_seg": 0.24919045227579772, "lr": 0.01, "mask_rcnn/accuracy": 0.8731101647648307, "mask_rcnn/false_negative": 0.07825759155584786, "mask_rcnn/false_positive": 0.11943918955949612, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 33.75, "time": 0.7812165981158614, "total_loss": 1.6236232645314885} {"data_time": 0.01485806331038475, "eta_seconds": 94364.39804481342, "iteration": 148499, "loss_fcos_cls": 0.2559328288771212, "loss_fcos_ctr": 0.6211693929508328, "loss_fcos_loc": 0.19348291005007923, "loss_mask": 0.2655184604227543, "loss_maskiou": 0.005718144369893707, "loss_sem_seg": 0.26067959144711494, "lr": 0.01, "mask_rcnn/accuracy": 0.8745963857571, "mask_rcnn/false_negative": 0.09753634236026057, "mask_rcnn/false_positive": 0.17222327677061616, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.75, "time": 0.7679924797266722, "total_loss": 1.6362250121383113} {"data_time": 0.01577746868133545, "eta_seconds": 94451.93127840664, "iteration": 148519, "loss_fcos_cls": 0.25918754283338785, "loss_fcos_ctr": 0.6172667979262769, "loss_fcos_loc": 0.19094741996377707, "loss_mask": 0.25251371739432216, "loss_maskiou": 0.005147332485648803, "loss_sem_seg": 0.2985719246789813, "lr": 0.01, "mask_rcnn/accuracy": 0.8803973598367918, "mask_rcnn/false_negative": 0.09385468867361235, "mask_rcnn/false_positive": 0.14557076242233558, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7871670620515943, "total_loss": 1.63599502579018} {"data_time": 0.016124920919537544, "eta_seconds": 94333.3318320103, "iteration": 148539, "loss_fcos_cls": 0.26370321144349873, "loss_fcos_ctr": 0.6207623113878071, "loss_fcos_loc": 0.19921278627589345, "loss_mask": 0.28053406858816743, "loss_maskiou": 0.006210131279658526, "loss_sem_seg": 0.30069297878071666, "lr": 0.01, "mask_rcnn/accuracy": 0.872934324687165, "mask_rcnn/false_negative": 0.10824506380507237, "mask_rcnn/false_positive": 0.15640574063758347, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7775402534753084, "total_loss": 1.6652287792676361} {"data_time": 0.016423815861344337, "eta_seconds": 94317.79872560874, "iteration": 148559, "loss_fcos_cls": 0.2601765664294362, "loss_fcos_ctr": 0.6190672600641847, "loss_fcos_loc": 0.1962153858039528, "loss_mask": 0.2778071267530322, "loss_maskiou": 0.00582985131040914, "loss_sem_seg": 0.29838802106678486, "lr": 0.01, "mask_rcnn/accuracy": 0.9054247966078324, "mask_rcnn/false_negative": 0.07301061737968845, "mask_rcnn/false_positive": 0.12523845386239954, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 19.25, "time": 0.75946672167629, "total_loss": 1.6423679119252483} {"data_time": 0.018810774199664593, "eta_seconds": 94429.69310890697, "iteration": 148579, "loss_fcos_cls": 0.24922534741926938, "loss_fcos_ctr": 0.6205705963075161, "loss_fcos_loc": 0.20573798671830446, "loss_mask": 0.2821539370343089, "loss_maskiou": 0.005985922121908516, "loss_sem_seg": 0.2836824143305421, "lr": 0.01, "mask_rcnn/accuracy": 0.8674804056237879, "mask_rcnn/false_negative": 0.10372410565423917, "mask_rcnn/false_positive": 0.17613173274052085, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.7871691947802901, "total_loss": 1.647656772081973} {"data_time": 0.016907651908695698, "eta_seconds": 94332.08951546252, "iteration": 148599, "loss_fcos_cls": 0.25530310289468616, "loss_fcos_ctr": 0.6219207269605249, "loss_fcos_loc": 0.20509449276141822, "loss_mask": 0.2716684751212597, "loss_maskiou": 0.005781237261544447, "loss_sem_seg": 0.27881328179500997, "lr": 0.01, "mask_rcnn/accuracy": 0.8723889170394186, "mask_rcnn/false_negative": 0.10878109491324206, "mask_rcnn/false_positive": 0.15967430291436324, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.75, "time": 0.781548272818327, "total_loss": 1.621425103629008} {"data_time": 0.016240805387496948, "eta_seconds": 94316.54893679917, "iteration": 148619, "loss_fcos_cls": 0.24969575041905046, "loss_fcos_ctr": 0.6196966785937548, "loss_fcos_loc": 0.19813125749351457, "loss_mask": 0.28979581221938133, "loss_maskiou": 0.005682413422618993, "loss_sem_seg": 0.279360200278461, "lr": 0.01, "mask_rcnn/accuracy": 0.8685627002710192, "mask_rcnn/false_negative": 0.09948779284512338, "mask_rcnn/false_positive": 0.1606590093041284, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7780077820643783, "total_loss": 1.636617407144513} {"data_time": 0.01710490882396698, "eta_seconds": 94247.40589035302, "iteration": 148639, "loss_fcos_cls": 0.2539289710111916, "loss_fcos_ctr": 0.6196716194972396, "loss_fcos_loc": 0.1977548988070339, "loss_mask": 0.2642063982784748, "loss_maskiou": 0.005439171043690294, "loss_sem_seg": 0.27246782183647156, "lr": 0.01, "mask_rcnn/accuracy": 0.870967298557354, "mask_rcnn/false_negative": 0.08900501904165027, "mask_rcnn/false_positive": 0.14728485960172538, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 24.0, "time": 0.7681489149108529, "total_loss": 1.5909874668759585} {"data_time": 0.015650984831154346, "eta_seconds": 94246.94122420996, "iteration": 148659, "loss_fcos_cls": 0.2599035589955747, "loss_fcos_ctr": 0.6208993121981621, "loss_fcos_loc": 0.20193503628252074, "loss_mask": 0.28447943367064, "loss_maskiou": 0.005527240438823355, "loss_sem_seg": 0.26538761821575463, "lr": 0.01, "mask_rcnn/accuracy": 0.884143025342005, "mask_rcnn/false_negative": 0.0829435559941499, "mask_rcnn/false_positive": 0.15790996460607068, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.75, "time": 0.7816421380266547, "total_loss": 1.6361240817786893} {"data_time": 0.018647206015884876, "eta_seconds": 94273.15766890999, "iteration": 148679, "loss_fcos_cls": 0.259487119037658, "loss_fcos_ctr": 0.6201676353812218, "loss_fcos_loc": 0.20324088376946747, "loss_mask": 0.2713674930855632, "loss_maskiou": 0.005910840613069013, "loss_sem_seg": 0.2680498482659459, "lr": 0.01, "mask_rcnn/accuracy": 0.8664219247825713, "mask_rcnn/false_negative": 0.10757034650985789, "mask_rcnn/false_positive": 0.15377853675876318, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.25, "time": 0.7785032857209444, "total_loss": 1.6249339608730224} {"data_time": 0.014905220828950405, "eta_seconds": 94336.36853430234, "iteration": 148699, "loss_fcos_cls": 0.25023164553567767, "loss_fcos_ctr": 0.6202451447024941, "loss_fcos_loc": 0.1936424570158124, "loss_mask": 0.2649272559210658, "loss_maskiou": 0.005178115861781407, "loss_sem_seg": 0.3226211438886821, "lr": 0.01, "mask_rcnn/accuracy": 0.895953611707841, "mask_rcnn/false_negative": 0.09676762007951675, "mask_rcnn/false_positive": 0.13713489212389002, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.0, "time": 0.7725065993145108, "total_loss": 1.640149163606111} {"data_time": 0.017334241420030594, "eta_seconds": 94332.09571878891, "iteration": 148719, "loss_fcos_cls": 0.25090410513803363, "loss_fcos_ctr": 0.6185568328946829, "loss_fcos_loc": 0.19462078297510743, "loss_mask": 0.2790960893034935, "loss_maskiou": 0.005983000053674914, "loss_sem_seg": 0.2761206519789994, "lr": 0.01, "mask_rcnn/accuracy": 0.8930896973852802, "mask_rcnn/false_negative": 0.0754737603362266, "mask_rcnn/false_positive": 0.15670908558034016, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.25, "time": 0.7915493156760931, "total_loss": 1.6164976956424653} {"data_time": 0.015494273975491524, "eta_seconds": 94344.82510150969, "iteration": 148739, "loss_fcos_cls": 0.2543524082284421, "loss_fcos_ctr": 0.6218237224966288, "loss_fcos_loc": 0.20130740234162658, "loss_mask": 0.2794217234477401, "loss_maskiou": 0.005959633032034617, "loss_sem_seg": 0.3008851073682308, "lr": 0.01, "mask_rcnn/accuracy": 0.8854280736684919, "mask_rcnn/false_negative": 0.08684072522559935, "mask_rcnn/false_positive": 0.13577174752257337, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.5, "time": 0.7817244296893477, "total_loss": 1.6286680679913843} {"data_time": 0.01529783383011818, "eta_seconds": 94293.55979238264, "iteration": 148759, "loss_fcos_cls": 0.2397337865550071, "loss_fcos_ctr": 0.6186807882040739, "loss_fcos_loc": 0.19386038021184504, "loss_mask": 0.26245827646926045, "loss_maskiou": 0.005891482051083585, "loss_sem_seg": 0.2628659044858068, "lr": 0.01, "mask_rcnn/accuracy": 0.8753707733093238, "mask_rcnn/false_negative": 0.11269654711061236, "mask_rcnn/false_positive": 0.1265698225643161, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.5, "time": 0.7632890092208982, "total_loss": 1.57317340462032} {"data_time": 0.01709025166928768, "eta_seconds": 94289.12756044976, "iteration": 148779, "loss_fcos_cls": 0.2521696949843317, "loss_fcos_ctr": 0.6214691391214728, "loss_fcos_loc": 0.20075082825496793, "loss_mask": 0.27463570330291986, "loss_maskiou": 0.005497847632796038, "loss_sem_seg": 0.30419322568923235, "lr": 0.01, "mask_rcnn/accuracy": 0.8791552197802197, "mask_rcnn/false_negative": 0.0913934119333612, "mask_rcnn/false_positive": 0.14343702162615757, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7710115443915129, "total_loss": 1.6644957440221333} {"data_time": 0.01634152140468359, "eta_seconds": 94220.44611700159, "iteration": 148799, "loss_fcos_cls": 0.24529659352265298, "loss_fcos_ctr": 0.6197737921029329, "loss_fcos_loc": 0.19510921905748546, "loss_mask": 0.2598334080539644, "loss_maskiou": 0.005528805762878619, "loss_sem_seg": 0.24670720286667347, "lr": 0.01, "mask_rcnn/accuracy": 0.8935336947278911, "mask_rcnn/false_negative": 0.10252073172229834, "mask_rcnn/false_positive": 0.12771505352785753, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.5, "time": 0.7772676879540086, "total_loss": 1.623504298091575} {"data_time": 0.015675348229706287, "eta_seconds": 94196.57973512542, "iteration": 148819, "loss_fcos_cls": 0.2418153085745871, "loss_fcos_ctr": 0.6184058366343379, "loss_fcos_loc": 0.19283065246418118, "loss_mask": 0.27807359397411346, "loss_maskiou": 0.0055330157847492956, "loss_sem_seg": 0.27302274852991104, "lr": 0.01, "mask_rcnn/accuracy": 0.8680737783131955, "mask_rcnn/false_negative": 0.10661773901733382, "mask_rcnn/false_positive": 0.15585433133171772, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.0, "time": 0.7726500378921628, "total_loss": 1.6226768025298952} {"data_time": 0.016054803505539894, "eta_seconds": 94124.95161493588, "iteration": 148839, "loss_fcos_cls": 0.2546761093544774, "loss_fcos_ctr": 0.6204421743750572, "loss_fcos_loc": 0.19495651533361524, "loss_mask": 0.26701109390705824, "loss_maskiou": 0.005390471465943847, "loss_sem_seg": 0.2745291832834482, "lr": 0.01, "mask_rcnn/accuracy": 0.8850726654298082, "mask_rcnn/false_negative": 0.0862773034794545, "mask_rcnn/false_positive": 0.13445941108117018, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.0, "time": 0.7648305939510465, "total_loss": 1.5943835085927276} {"data_time": 0.01831880584359169, "eta_seconds": 94126.7959276354, "iteration": 148859, "loss_fcos_cls": 0.2673471192829311, "loss_fcos_ctr": 0.6201558541506529, "loss_fcos_loc": 0.1964578558690846, "loss_mask": 0.2847010735422373, "loss_maskiou": 0.005564630962908268, "loss_sem_seg": 0.28321224404498935, "lr": 0.01, "mask_rcnn/accuracy": 0.8762657798516094, "mask_rcnn/false_negative": 0.09548777311701005, "mask_rcnn/false_positive": 0.1609035394806464, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.778567360714078, "total_loss": 1.6551126790291164} {"data_time": 0.015407642349600792, "eta_seconds": 94135.12516967673, "iteration": 148879, "loss_fcos_cls": 0.24561425251886249, "loss_fcos_ctr": 0.6192427836358547, "loss_fcos_loc": 0.18989098607562482, "loss_mask": 0.2644270481541753, "loss_maskiou": 0.005534989373700228, "loss_sem_seg": 0.2680095308460295, "lr": 0.01, "mask_rcnn/accuracy": 0.8701260000173539, "mask_rcnn/false_negative": 0.10234868564062616, "mask_rcnn/false_positive": 0.155267979861263, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7800843650475144, "total_loss": 1.5919510203093523} {"data_time": 0.015499441884458065, "eta_seconds": 94142.70711640175, "iteration": 148899, "loss_fcos_cls": 0.25635527935810387, "loss_fcos_ctr": 0.621709166560322, "loss_fcos_loc": 0.20386050967499614, "loss_mask": 0.283183129504323, "loss_maskiou": 0.006208335908013396, "loss_sem_seg": 0.27694207336753607, "lr": 0.01, "mask_rcnn/accuracy": 0.8611989795918367, "mask_rcnn/false_negative": 0.12622692902240187, "mask_rcnn/false_positive": 0.15895441202238686, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7878264635801315, "total_loss": 1.6279135835648049} {"data_time": 0.015898672863841057, "eta_seconds": 94276.24067858886, "iteration": 148919, "loss_fcos_cls": 0.2647960586473346, "loss_fcos_ctr": 0.6191005520522594, "loss_fcos_loc": 0.19663719669915736, "loss_mask": 0.27898111566901207, "loss_maskiou": 0.0054465659050038084, "loss_sem_seg": 0.2693131729029119, "lr": 0.01, "mask_rcnn/accuracy": 0.8874514091350827, "mask_rcnn/false_negative": 0.09648196528713077, "mask_rcnn/false_positive": 0.12815493631806718, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7945110006257892, "total_loss": 1.6301641406025738} {"data_time": 0.016375995241105556, "eta_seconds": 94239.99465417862, "iteration": 148939, "loss_fcos_cls": 0.23897452396340668, "loss_fcos_ctr": 0.6195584321394563, "loss_fcos_loc": 0.18522408581338823, "loss_mask": 0.2596889650449157, "loss_maskiou": 0.00543602004472632, "loss_sem_seg": 0.2623878992162645, "lr": 0.01, "mask_rcnn/accuracy": 0.8946413339062841, "mask_rcnn/false_negative": 0.0819814027526077, "mask_rcnn/false_positive": 0.13368686323991202, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7736926078796387, "total_loss": 1.6008306953299325} {"data_time": 0.016277799382805824, "eta_seconds": 94252.01294426993, "iteration": 148959, "loss_fcos_cls": 0.2632874383125454, "loss_fcos_ctr": 0.6237578289583325, "loss_fcos_loc": 0.20671577681787312, "loss_mask": 0.25863340636715293, "loss_maskiou": 0.005329617852112278, "loss_sem_seg": 0.30099576245993376, "lr": 0.01, "mask_rcnn/accuracy": 0.8831341747225205, "mask_rcnn/false_negative": 0.08580449144347044, "mask_rcnn/false_positive": 0.15058391322030093, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.5, "time": 0.783643452450633, "total_loss": 1.6469658368005184} {"data_time": 0.016881709918379784, "eta_seconds": 94229.52340304013, "iteration": 148979, "loss_fcos_cls": 0.2768401175562758, "loss_fcos_ctr": 0.621838687453419, "loss_fcos_loc": 0.20951769203384174, "loss_mask": 0.27446355670690536, "loss_maskiou": 0.005551448448386509, "loss_sem_seg": 0.2616670695133507, "lr": 0.01, "mask_rcnn/accuracy": 0.8836100946453151, "mask_rcnn/false_negative": 0.10232423465662138, "mask_rcnn/false_positive": 0.13520771422430156, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7587702544406056, "total_loss": 1.66231867717579} {"data_time": 0.017219862900674343, "eta_seconds": 94236.96776894666, "iteration": 148999, "loss_fcos_cls": 0.26311066281050444, "loss_fcos_ctr": 0.6201995499432087, "loss_fcos_loc": 0.20132928784005344, "loss_mask": 0.2809249861165881, "loss_maskiou": 0.006163704158097971, "loss_sem_seg": 0.2803549887612462, "lr": 0.01, "mask_rcnn/accuracy": 0.8808060898575458, "mask_rcnn/false_negative": 0.08431255363774241, "mask_rcnn/false_positive": 0.14733539057208506, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.5, "time": 0.7828970570117235, "total_loss": 1.6688999259786215} {"data_time": 0.015746821649372578, "eta_seconds": 94235.45282160491, "iteration": 149019, "loss_fcos_cls": 0.2554515120573342, "loss_fcos_ctr": 0.6224735090509057, "loss_fcos_loc": 0.20767159899696708, "loss_mask": 0.26939125871285796, "loss_maskiou": 0.005197454316657968, "loss_sem_seg": 0.2707129046320915, "lr": 0.01, "mask_rcnn/accuracy": 0.8724026469562184, "mask_rcnn/false_negative": 0.10511233462356083, "mask_rcnn/false_positive": 0.13979752174469445, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.792635410092771, "total_loss": 1.6283880813716678} {"data_time": 0.016663589514791965, "eta_seconds": 94272.85925014969, "iteration": 149039, "loss_fcos_cls": 0.2574423307669349, "loss_fcos_ctr": 0.6187747064977884, "loss_fcos_loc": 0.19906720472499728, "loss_mask": 0.2912491438910365, "loss_maskiou": 0.00668488816882018, "loss_sem_seg": 0.2703886842355132, "lr": 0.01, "mask_rcnn/accuracy": 0.8593626653958286, "mask_rcnn/false_negative": 0.09661486011811063, "mask_rcnn/false_positive": 0.18311189767450015, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7667245911434293, "total_loss": 1.6317080051230732} {"data_time": 0.018104990012943745, "eta_seconds": 94211.3965669265, "iteration": 149059, "loss_fcos_cls": 0.25502891186624765, "loss_fcos_ctr": 0.6191119505092502, "loss_fcos_loc": 0.1928547740681097, "loss_mask": 0.28177827317267656, "loss_maskiou": 0.005854700801137369, "loss_sem_seg": 0.27990750037133694, "lr": 0.01, "mask_rcnn/accuracy": 0.8688334593096498, "mask_rcnn/false_negative": 0.0958481435799252, "mask_rcnn/false_positive": 0.16619235300572155, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7737590270116925, "total_loss": 1.606987870312878} {"data_time": 0.015301370061933994, "eta_seconds": 94187.35652719997, "iteration": 149079, "loss_fcos_cls": 0.25729134073480964, "loss_fcos_ctr": 0.6223003482446074, "loss_fcos_loc": 0.20588596764719114, "loss_mask": 0.2880334910005331, "loss_maskiou": 0.00561100438790163, "loss_sem_seg": 0.26075441017746925, "lr": 0.01, "mask_rcnn/accuracy": 0.8807539407215047, "mask_rcnn/false_negative": 0.11058868326036725, "mask_rcnn/false_positive": 0.12732005751792408, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 41.0, "time": 0.7686082841828465, "total_loss": 1.6343572114346898} {"data_time": 0.018513702787458897, "eta_seconds": 94171.77819812112, "iteration": 149099, "loss_fcos_cls": 0.26411442179232836, "loss_fcos_ctr": 0.620438301935792, "loss_fcos_loc": 0.20527811371721327, "loss_mask": 0.27892921678721905, "loss_maskiou": 0.006342384673189372, "loss_sem_seg": 0.2640266253147274, "lr": 0.01, "mask_rcnn/accuracy": 0.8745488363884879, "mask_rcnn/false_negative": 0.10743833067784961, "mask_rcnn/false_positive": 0.11551293617353388, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7648949818685651, "total_loss": 1.6222460519638844} {"data_time": 0.017868557013571262, "eta_seconds": 94120.51642675977, "iteration": 149119, "loss_fcos_cls": 0.26581903838086873, "loss_fcos_ctr": 0.6225046440958977, "loss_fcos_loc": 0.19736308115534484, "loss_mask": 0.2712280172854662, "loss_maskiou": 0.005550376386963762, "loss_sem_seg": 0.25564072630368173, "lr": 0.01, "mask_rcnn/accuracy": 0.8751216854228581, "mask_rcnn/false_negative": 0.1002743393008286, "mask_rcnn/false_positive": 0.16692317588102112, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.75, "time": 0.7773697702214122, "total_loss": 1.6222163143829675} {"data_time": 0.017570500262081623, "eta_seconds": 94111.85083118454, "iteration": 149139, "loss_fcos_cls": 0.25951883429661393, "loss_fcos_ctr": 0.62224380671978, "loss_fcos_loc": 0.2095644325017929, "loss_mask": 0.2923707105219364, "loss_maskiou": 0.005793157761218026, "loss_sem_seg": 0.2925880013499409, "lr": 0.01, "mask_rcnn/accuracy": 0.8735114618764173, "mask_rcnn/false_negative": 0.10159911182084083, "mask_rcnn/false_positive": 0.13973614125177725, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.75, "time": 0.7813473073765635, "total_loss": 1.6709100938205665} {"data_time": 0.017324265092611313, "eta_seconds": 94112.35793230869, "iteration": 149159, "loss_fcos_cls": 0.25722942606080323, "loss_fcos_ctr": 0.6182333780452609, "loss_fcos_loc": 0.19626455719117075, "loss_mask": 0.2686749491840601, "loss_maskiou": 0.006413835450075567, "loss_sem_seg": 0.27295730262994766, "lr": 0.01, "mask_rcnn/accuracy": 0.8840016799402688, "mask_rcnn/false_negative": 0.09706702659977982, "mask_rcnn/false_positive": 0.1533298331005612, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7795308455824852, "total_loss": 1.61975950499982} {"data_time": 0.01643706765025854, "eta_seconds": 94116.94464477431, "iteration": 149179, "loss_fcos_cls": 0.2537801017751917, "loss_fcos_ctr": 0.6222255229949951, "loss_fcos_loc": 0.20438544114585966, "loss_mask": 0.28617291059345007, "loss_maskiou": 0.00608406905666925, "loss_sem_seg": 0.27807618863880634, "lr": 0.01, "mask_rcnn/accuracy": 0.8808506367663345, "mask_rcnn/false_negative": 0.11295959485662074, "mask_rcnn/false_positive": 0.1360035420594929, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.25, "time": 0.7922411179170012, "total_loss": 1.6624911385879386} {"data_time": 0.015487739816308022, "eta_seconds": 94067.46302424744, "iteration": 149199, "loss_fcos_cls": 0.2440552890766412, "loss_fcos_ctr": 0.6201965692453086, "loss_fcos_loc": 0.19394961942452937, "loss_mask": 0.2677165986970067, "loss_maskiou": 0.005827445624163374, "loss_sem_seg": 0.2623793059028685, "lr": 0.01, "mask_rcnn/accuracy": 0.89051465824425, "mask_rcnn/false_negative": 0.09947086546898024, "mask_rcnn/false_positive": 0.12252262569914049, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.778479365631938, "total_loss": 1.5995570999657502} {"data_time": 0.018426498398184776, "eta_seconds": 94049.55655870214, "iteration": 149219, "loss_fcos_cls": 0.25253578810952604, "loss_fcos_ctr": 0.6205533053725958, "loss_fcos_loc": 0.19590950751444325, "loss_mask": 0.27290908247232437, "loss_maskiou": 0.006235819273570087, "loss_sem_seg": 0.3000816993881017, "lr": 0.01, "mask_rcnn/accuracy": 0.8886987502563162, "mask_rcnn/false_negative": 0.08663944314457767, "mask_rcnn/false_positive": 0.1302317046415884, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.25, "time": 0.771415127441287, "total_loss": 1.6522557256539585} {"data_time": 0.016195936128497124, "eta_seconds": 94062.72989456914, "iteration": 149239, "loss_fcos_cls": 0.267581510997843, "loss_fcos_ctr": 0.6238040793687105, "loss_fcos_loc": 0.20710303378291428, "loss_mask": 0.2712913081049919, "loss_maskiou": 0.006145687206299044, "loss_sem_seg": 0.2692162371240556, "lr": 0.01, "mask_rcnn/accuracy": 0.8691487423236772, "mask_rcnn/false_negative": 0.12162166154494039, "mask_rcnn/false_positive": 0.13268426318344678, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7738772081211209, "total_loss": 1.6520541947393212} {"data_time": 0.017045113258063793, "eta_seconds": 94019.85596406832, "iteration": 149259, "loss_fcos_cls": 0.2509088951628655, "loss_fcos_ctr": 0.6226493651047349, "loss_fcos_loc": 0.2063019125489518, "loss_mask": 0.2810282027348876, "loss_maskiou": 0.00576344013097696, "loss_sem_seg": 0.2922351220622659, "lr": 0.01, "mask_rcnn/accuracy": 0.8643664891914955, "mask_rcnn/false_negative": 0.11054328181516401, "mask_rcnn/false_positive": 0.12775256258909043, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7685078661888838, "total_loss": 1.656145275454037} {"data_time": 0.016791325993835926, "eta_seconds": 94018.90055483021, "iteration": 149279, "loss_fcos_cls": 0.25327295809984207, "loss_fcos_ctr": 0.6241692965850234, "loss_fcos_loc": 0.21031905803829432, "loss_mask": 0.27782486751675606, "loss_maskiou": 0.005818461453600321, "loss_sem_seg": 0.28234712313860655, "lr": 0.01, "mask_rcnn/accuracy": 0.8848967270271257, "mask_rcnn/false_negative": 0.08606693094296453, "mask_rcnn/false_positive": 0.14909129236127971, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7811678256839514, "total_loss": 1.6557297430299514} {"data_time": 0.0165579030290246, "eta_seconds": 93988.70834860578, "iteration": 149299, "loss_fcos_cls": 0.25536646938417107, "loss_fcos_ctr": 0.6228057462722063, "loss_fcos_loc": 0.2016617678455077, "loss_mask": 0.272567012347281, "loss_maskiou": 0.0057127457366732415, "loss_sem_seg": 0.25327158090658486, "lr": 0.01, "mask_rcnn/accuracy": 0.8832562712585034, "mask_rcnn/false_negative": 0.09431629086434937, "mask_rcnn/false_positive": 0.14383325056845503, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7694416623562574, "total_loss": 1.6530423656076891} {"data_time": 0.016108938492834568, "eta_seconds": 93952.6184460679, "iteration": 149319, "loss_fcos_cls": 0.256853413535282, "loss_fcos_ctr": 0.6200397815555334, "loss_fcos_loc": 0.19696475751698017, "loss_mask": 0.27149771619588137, "loss_maskiou": 0.0058681029913714156, "loss_sem_seg": 0.23495065444149077, "lr": 0.01, "mask_rcnn/accuracy": 0.8807358591584782, "mask_rcnn/false_negative": 0.08515112991144086, "mask_rcnn/false_positive": 0.14383646904056682, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7562061715871096, "total_loss": 1.6083983147036633} {"data_time": 0.015626142732799053, "eta_seconds": 93884.62587079126, "iteration": 149339, "loss_fcos_cls": 0.25504506239667535, "loss_fcos_ctr": 0.6184246297925711, "loss_fcos_loc": 0.18792517436668277, "loss_mask": 0.2638020655140281, "loss_maskiou": 0.005085721400973853, "loss_sem_seg": 0.2757578706368804, "lr": 0.01, "mask_rcnn/accuracy": 0.8680106676129098, "mask_rcnn/false_negative": 0.09796474148937773, "mask_rcnn/false_positive": 0.1395075027946851, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7805168814957142, "total_loss": 1.6374167180911172} {"data_time": 0.016369576565921307, "eta_seconds": 93855.76719382219, "iteration": 149359, "loss_fcos_cls": 0.27835772931575775, "loss_fcos_ctr": 0.6211082441732287, "loss_fcos_loc": 0.20375710166990757, "loss_mask": 0.27779044304043055, "loss_maskiou": 0.005085982167656766, "loss_sem_seg": 0.2782170295249671, "lr": 0.01, "mask_rcnn/accuracy": 0.8708313707794604, "mask_rcnn/false_negative": 0.09577291932201429, "mask_rcnn/false_positive": 0.15952488576388751, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7802177285775542, "total_loss": 1.6718706464744173} {"data_time": 0.017906829714775085, "eta_seconds": 93866.28773927037, "iteration": 149379, "loss_fcos_cls": 0.2574411756359041, "loss_fcos_ctr": 0.6209896700456738, "loss_fcos_loc": 0.2016230948502198, "loss_mask": 0.26417171116918325, "loss_maskiou": 0.00540595524944365, "loss_sem_seg": 0.27765478705987334, "lr": 0.01, "mask_rcnn/accuracy": 0.9099892189018464, "mask_rcnn/false_negative": 0.09792961290205063, "mask_rcnn/false_positive": 0.09766483516483516, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7810886902734637, "total_loss": 1.6249202606559265} {"data_time": 0.017117178067564964, "eta_seconds": 93806.87399805151, "iteration": 149399, "loss_fcos_cls": 0.2577407395001501, "loss_fcos_ctr": 0.6213508984073997, "loss_fcos_loc": 0.1934255916858092, "loss_mask": 0.2780707562342286, "loss_maskiou": 0.00531492962181801, "loss_sem_seg": 0.2882707177195698, "lr": 0.01, "mask_rcnn/accuracy": 0.8739210017213572, "mask_rcnn/false_negative": 0.09410370483836988, "mask_rcnn/false_positive": 0.1917552246941072, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.25, "time": 0.7626215489581227, "total_loss": 1.6393125138711184} {"data_time": 0.0175740709528327, "eta_seconds": 93809.08865143918, "iteration": 149419, "loss_fcos_cls": 0.26226099458290264, "loss_fcos_ctr": 0.6215621558949351, "loss_fcos_loc": 0.1958187922136858, "loss_mask": 0.27782778395339847, "loss_maskiou": 0.0060389011923689395, "loss_sem_seg": 0.2831615866161883, "lr": 0.01, "mask_rcnn/accuracy": 0.8799588577282282, "mask_rcnn/false_negative": 0.09320750880856993, "mask_rcnn/false_positive": 0.14861012197406856, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.7791834101080894, "total_loss": 1.6701664276770316} {"data_time": 0.01797222625464201, "eta_seconds": 93775.76086499356, "iteration": 149439, "loss_fcos_cls": 0.2665545898489654, "loss_fcos_ctr": 0.6223872769623995, "loss_fcos_loc": 0.20239501143805683, "loss_mask": 0.2754995673894882, "loss_maskiou": 0.005732636862376239, "loss_sem_seg": 0.270269745728001, "lr": 0.01, "mask_rcnn/accuracy": 0.8711789593886335, "mask_rcnn/false_negative": 0.11180949332245149, "mask_rcnn/false_positive": 0.15576319176589343, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.5, "time": 0.7782475659623742, "total_loss": 1.6432627372196293} {"data_time": 0.015684260055422783, "eta_seconds": 93717.00521845557, "iteration": 149459, "loss_fcos_cls": 0.2635155878961086, "loss_fcos_ctr": 0.6199464872479439, "loss_fcos_loc": 0.212861716048792, "loss_mask": 0.27013091184198856, "loss_maskiou": 0.006092190415074583, "loss_sem_seg": 0.2919580158777535, "lr": 0.01, "mask_rcnn/accuracy": 0.8788858332931282, "mask_rcnn/false_negative": 0.08978638813995296, "mask_rcnn/false_positive": 0.13848729843262952, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.75, "time": 0.7727809576317668, "total_loss": 1.6727775770777953} {"data_time": 0.018390469253063202, "eta_seconds": 93689.80153241381, "iteration": 149479, "loss_fcos_cls": 0.25664678041357547, "loss_fcos_ctr": 0.6195187363773584, "loss_fcos_loc": 0.1933880354044959, "loss_mask": 0.26767029659822583, "loss_maskiou": 0.0056153846308006905, "loss_sem_seg": 0.27233256632462144, "lr": 0.01, "mask_rcnn/accuracy": 0.887772668591246, "mask_rcnn/false_negative": 0.08877896938181867, "mask_rcnn/false_positive": 0.13327536206098994, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 23.25, "time": 0.7824765155091882, "total_loss": 1.6201887484348845} {"data_time": 0.018222838640213013, "eta_seconds": 93709.34422579408, "iteration": 149499, "loss_fcos_cls": 0.2503709918819368, "loss_fcos_ctr": 0.6215847190469503, "loss_fcos_loc": 0.2059933370910585, "loss_mask": 0.2916356301866472, "loss_maskiou": 0.005978517103358172, "loss_sem_seg": 0.2787896590307355, "lr": 0.01, "mask_rcnn/accuracy": 0.8719668306024333, "mask_rcnn/false_negative": 0.11853923438911257, "mask_rcnn/false_positive": 0.13585074332263003, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7867746222764254, "total_loss": 1.6542202081618598} {"data_time": 0.01512183714658022, "eta_seconds": 93666.9660235392, "iteration": 149519, "loss_fcos_cls": 0.2711563541088253, "loss_fcos_ctr": 0.6187899243086576, "loss_fcos_loc": 0.19635347684379667, "loss_mask": 0.28965772967785597, "loss_maskiou": 0.0064839891929295845, "loss_sem_seg": 0.30020588100887835, "lr": 0.01, "mask_rcnn/accuracy": 0.8603222539015607, "mask_rcnn/false_negative": 0.10237942888373107, "mask_rcnn/false_positive": 0.1432181040251742, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 22.5, "time": 0.7696768790483475, "total_loss": 1.690989167727821} {"data_time": 0.016479705460369587, "eta_seconds": 93633.68070571218, "iteration": 149539, "loss_fcos_cls": 0.24823290132917464, "loss_fcos_ctr": 0.6202535456977785, "loss_fcos_loc": 0.19078532489947975, "loss_mask": 0.27060244139283895, "loss_maskiou": 0.006094629512517713, "loss_sem_seg": 0.27373846899718046, "lr": 0.01, "mask_rcnn/accuracy": 0.8796339242767814, "mask_rcnn/false_negative": 0.09761860715173715, "mask_rcnn/false_positive": 0.13872304734408608, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7504967423155904, "total_loss": 1.6247699331361218} {"data_time": 0.016539933159947395, "eta_seconds": 93639.25822347589, "iteration": 149559, "loss_fcos_cls": 0.2604483491741121, "loss_fcos_ctr": 0.6195546258240938, "loss_fcos_loc": 0.19802306493511423, "loss_mask": 0.27880850434303284, "loss_maskiou": 0.006261411122977734, "loss_sem_seg": 0.2920620976947248, "lr": 0.01, "mask_rcnn/accuracy": 0.8573200786420403, "mask_rcnn/false_negative": 0.10306238185255198, "mask_rcnn/false_positive": 0.1644976515306032, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7825578898191452, "total_loss": 1.6691581380728167} {"data_time": 0.018262436613440514, "eta_seconds": 93579.36653070245, "iteration": 149579, "loss_fcos_cls": 0.2547978969523683, "loss_fcos_ctr": 0.6190413003787398, "loss_fcos_loc": 0.1973443137248978, "loss_mask": 0.27007808443158865, "loss_maskiou": 0.00563326632254757, "loss_sem_seg": 0.276561860460788, "lr": 0.01, "mask_rcnn/accuracy": 0.8801639830583801, "mask_rcnn/false_negative": 0.09864074930449183, "mask_rcnn/false_positive": 0.1456631493002148, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.0, "time": 0.7686507627367973, "total_loss": 1.6537015717767645} {"data_time": 0.01842863392084837, "eta_seconds": 93561.83706568275, "iteration": 149599, "loss_fcos_cls": 0.2588243002537638, "loss_fcos_ctr": 0.6236760541796684, "loss_fcos_loc": 0.20087727124337107, "loss_mask": 0.2787302387878299, "loss_maskiou": 0.005740111140767112, "loss_sem_seg": 0.2826621406711638, "lr": 0.01, "mask_rcnn/accuracy": 0.8717284711307358, "mask_rcnn/false_negative": 0.10485329575511285, "mask_rcnn/false_positive": 0.16741180778602738, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7939778948202729, "total_loss": 1.6889720981489518} {"data_time": 0.015651781111955643, "eta_seconds": 93558.75947238039, "iteration": 149619, "loss_fcos_cls": 0.26265635259915143, "loss_fcos_ctr": 0.624783547129482, "loss_fcos_loc": 0.21045184473041445, "loss_mask": 0.273306667804718, "loss_maskiou": 0.005391221275203861, "loss_sem_seg": 0.2774920416995883, "lr": 0.01, "mask_rcnn/accuracy": 0.8912797024404167, "mask_rcnn/false_negative": 0.09834225389570289, "mask_rcnn/false_positive": 0.13711128721863325, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7860790053382516, "total_loss": 1.624331164828618} {"data_time": 0.017717049457132816, "eta_seconds": 93565.42181232199, "iteration": 149639, "loss_fcos_cls": 0.2631297300104052, "loss_fcos_ctr": 0.6215709107927978, "loss_fcos_loc": 0.1938531434861943, "loss_mask": 0.2874935632571578, "loss_maskiou": 0.005938436748692766, "loss_sem_seg": 0.28240392077714205, "lr": 0.01, "mask_rcnn/accuracy": 0.8760089213921967, "mask_rcnn/false_negative": 0.10539976499346487, "mask_rcnn/false_positive": 0.1334554874842307, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7692512385547161, "total_loss": 1.6594436278392095} {"data_time": 0.016652680933475494, "eta_seconds": 93558.12417093758, "iteration": 149659, "loss_fcos_cls": 0.2751249709399417, "loss_fcos_ctr": 0.6211047675460577, "loss_fcos_loc": 0.2137374070007354, "loss_mask": 0.27454547211527824, "loss_maskiou": 0.006035935002728365, "loss_sem_seg": 0.2908768521156162, "lr": 0.01, "mask_rcnn/accuracy": 0.857188075025092, "mask_rcnn/false_negative": 0.10734159038826091, "mask_rcnn/false_positive": 0.16893748405371597, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7953322753310204, "total_loss": 1.6781438778270967} {"data_time": 0.01678474433720112, "eta_seconds": 93542.57533485163, "iteration": 149679, "loss_fcos_cls": 0.248256565653719, "loss_fcos_ctr": 0.6186880152672529, "loss_fcos_loc": 0.18536583124659956, "loss_mask": 0.2638476509600878, "loss_maskiou": 0.00555350346621708, "loss_sem_seg": 0.25680741807445884, "lr": 0.01, "mask_rcnn/accuracy": 0.8837302707644322, "mask_rcnn/false_negative": 0.08829134993888757, "mask_rcnn/false_positive": 0.11239680732564081, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 24.5, "time": 0.7775651775300503, "total_loss": 1.589988262327097} {"data_time": 0.015593164600431919, "eta_seconds": 93527.02649876568, "iteration": 149699, "loss_fcos_cls": 0.25278513180091977, "loss_fcos_ctr": 0.6175024779513478, "loss_fcos_loc": 0.19548079394735396, "loss_mask": 0.27723341807723045, "loss_maskiou": 0.005956332184723578, "loss_sem_seg": 0.27647524257190526, "lr": 0.01, "mask_rcnn/accuracy": 0.8724970217678909, "mask_rcnn/false_negative": 0.1053523570621285, "mask_rcnn/false_positive": 0.15607697274074828, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7639196719974279, "total_loss": 1.6265587539965054} {"data_time": 0.01725310180336237, "eta_seconds": 93503.23195227608, "iteration": 149719, "loss_fcos_cls": 0.262824320117943, "loss_fcos_ctr": 0.6186665212735534, "loss_fcos_loc": 0.19690948026254773, "loss_mask": 0.26955772656947374, "loss_maskiou": 0.0059722442529164255, "loss_sem_seg": 0.2799286241643131, "lr": 0.01, "mask_rcnn/accuracy": 0.889128612437883, "mask_rcnn/false_negative": 0.11147312820992647, "mask_rcnn/false_positive": 0.1247954537559621, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.784888032823801, "total_loss": 1.6532212714009802} {"data_time": 0.017632796429097652, "eta_seconds": 93478.22179252747, "iteration": 149739, "loss_fcos_cls": 0.2590071833692491, "loss_fcos_ctr": 0.6242606304585934, "loss_fcos_loc": 0.20982165285386145, "loss_mask": 0.2789120776578784, "loss_maskiou": 0.00596366035824758, "loss_sem_seg": 0.29865638446062803, "lr": 0.01, "mask_rcnn/accuracy": 0.8785208887194724, "mask_rcnn/false_negative": 0.10370180375743149, "mask_rcnn/false_positive": 0.143239679965867, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.773088950663805, "total_loss": 1.6879281013389118} {"data_time": 0.017364008352160454, "eta_seconds": 93488.77850336861, "iteration": 149759, "loss_fcos_cls": 0.2630843226797879, "loss_fcos_ctr": 0.6186885759234428, "loss_fcos_loc": 0.1931979457149282, "loss_mask": 0.2773003624752164, "loss_maskiou": 0.006367744645103812, "loss_sem_seg": 0.269176434725523, "lr": 0.01, "mask_rcnn/accuracy": 0.8840751362656865, "mask_rcnn/false_negative": 0.08833237574294817, "mask_rcnn/false_positive": 0.1436992239964478, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7851357627660036, "total_loss": 1.638223333073256} {"data_time": 0.016478230245411396, "eta_seconds": 93545.13211622927, "iteration": 149779, "loss_fcos_cls": 0.2651968742720783, "loss_fcos_ctr": 0.6229664729908109, "loss_fcos_loc": 0.20575903449207544, "loss_mask": 0.2632087795063853, "loss_maskiou": 0.005406554606452119, "loss_sem_seg": 0.3254160610958934, "lr": 0.01, "mask_rcnn/accuracy": 0.885536435501044, "mask_rcnn/false_negative": 0.08688319772872856, "mask_rcnn/false_positive": 0.14120274268993743, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.75, "time": 0.7842107797041535, "total_loss": 1.6821655879248283} {"data_time": 0.01612789649516344, "eta_seconds": 93583.08140709344, "iteration": 149799, "loss_fcos_cls": 0.25289174914360046, "loss_fcos_ctr": 0.6179687269032001, "loss_fcos_loc": 0.2007794821402058, "loss_mask": 0.27637192606925964, "loss_maskiou": 0.005672295359545387, "loss_sem_seg": 0.2917955853044987, "lr": 0.01, "mask_rcnn/accuracy": 0.8757721838735495, "mask_rcnn/false_negative": 0.09212593208718868, "mask_rcnn/false_positive": 0.1418575837878624, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7877756468951702, "total_loss": 1.6355066492396872} {"data_time": 0.016328160651028156, "eta_seconds": 93462.60232551582, "iteration": 149819, "loss_fcos_cls": 0.24387618515174836, "loss_fcos_ctr": 0.6210217508487403, "loss_fcos_loc": 0.20272457273676991, "loss_mask": 0.2686956776306033, "loss_maskiou": 0.0057993591035483405, "loss_sem_seg": 0.3089228584431112, "lr": 0.01, "mask_rcnn/accuracy": 0.8839179990177889, "mask_rcnn/false_negative": 0.11903787187918194, "mask_rcnn/false_positive": 0.12152242536495741, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.5, "time": 0.7509828470647335, "total_loss": 1.6666281165162218} {"data_time": 0.016977365128695965, "eta_seconds": 93599.49803677574, "iteration": 149839, "loss_fcos_cls": 0.25637678569182754, "loss_fcos_ctr": 0.6212932635098696, "loss_fcos_loc": 0.2009664087672718, "loss_mask": 0.2875652206130326, "loss_maskiou": 0.0058137346495641395, "loss_sem_seg": 0.2848563559819013, "lr": 0.01, "mask_rcnn/accuracy": 0.8804503461442255, "mask_rcnn/false_negative": 0.11302088272932037, "mask_rcnn/false_positive": 0.1324087671382595, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7949789427220821, "total_loss": 1.6620574691478396} {"data_time": 0.017340855672955513, "eta_seconds": 93583.91902228072, "iteration": 149859, "loss_fcos_cls": 0.27013548114337027, "loss_fcos_ctr": 0.6204239628277719, "loss_fcos_loc": 0.2061717549804598, "loss_mask": 0.2800374273210764, "loss_maskiou": 0.005090768230729736, "loss_sem_seg": 0.27819424332119524, "lr": 0.01, "mask_rcnn/accuracy": 0.8820334550043422, "mask_rcnn/false_negative": 0.10835263034721805, "mask_rcnn/false_positive": 0.12887627435840388, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.0, "time": 0.7727609174326062, "total_loss": 1.663184102755622} {"data_time": 0.016552070155739784, "eta_seconds": 93558.12368788756, "iteration": 149879, "loss_fcos_cls": 0.2476695287041366, "loss_fcos_ctr": 0.6217276095412672, "loss_fcos_loc": 0.20515100378543139, "loss_mask": 0.289821439422667, "loss_maskiou": 0.006046578535460867, "loss_sem_seg": 0.2730545806698501, "lr": 0.01, "mask_rcnn/accuracy": 0.8738738862671902, "mask_rcnn/false_negative": 0.1202599619950317, "mask_rcnn/false_positive": 0.14064934015881314, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.75, "time": 0.7748899459838867, "total_loss": 1.6578845757649106} {"data_time": 0.0164412222802639, "eta_seconds": 93432.79934215918, "iteration": 149899, "loss_fcos_cls": 0.26630315906368196, "loss_fcos_ctr": 0.6187977427616715, "loss_fcos_loc": 0.19769705750513822, "loss_mask": 0.2631795536726713, "loss_maskiou": 0.006017245759721845, "loss_sem_seg": 0.2752670953050256, "lr": 0.01, "mask_rcnn/accuracy": 0.8771410349854227, "mask_rcnn/false_negative": 0.08839515184395466, "mask_rcnn/false_positive": 0.16837953357218993, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 25.0, "time": 0.760336983948946, "total_loss": 1.6373773450177396} {"data_time": 0.01709052361547947, "eta_seconds": 93381.19425799605, "iteration": 149919, "loss_fcos_cls": 0.2562575791962445, "loss_fcos_ctr": 0.6178880427032709, "loss_fcos_loc": 0.2023701907019131, "loss_mask": 0.2779835658147931, "loss_maskiou": 0.005666113596817013, "loss_sem_seg": 0.27699096663855016, "lr": 0.01, "mask_rcnn/accuracy": 0.8737097186292357, "mask_rcnn/false_negative": 0.09976628058181888, "mask_rcnn/false_positive": 0.17980127746282398, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.25, "time": 0.8002771297469735, "total_loss": 1.6434259712550556} {"data_time": 0.015936722978949547, "eta_seconds": 93420.63455641363, "iteration": 149939, "loss_fcos_cls": 0.2657246324233711, "loss_fcos_ctr": 0.6195666948333383, "loss_fcos_loc": 0.19129061023704708, "loss_mask": 0.2711678082123399, "loss_maskiou": 0.005776924270321615, "loss_sem_seg": 0.25469922623597085, "lr": 0.01, "mask_rcnn/accuracy": 0.880148700105042, "mask_rcnn/false_negative": 0.10039864319966271, "mask_rcnn/false_positive": 0.1388373817155848, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7863019080832601, "total_loss": 1.6066506963979919} {"data_time": 0.017994861118495464, "eta_seconds": 93298.41790174972, "iteration": 149959, "loss_fcos_cls": 0.26098800520412624, "loss_fcos_ctr": 0.618576169013977, "loss_fcos_loc": 0.1965605174191296, "loss_mask": 0.27809950336813927, "loss_maskiou": 0.006159667784231715, "loss_sem_seg": 0.28908407129347324, "lr": 0.01, "mask_rcnn/accuracy": 0.8744382777168607, "mask_rcnn/false_negative": 0.10655919873580796, "mask_rcnn/false_positive": 0.1405685770662431, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7759952563792467, "total_loss": 1.657475666841492} {"data_time": 0.016359039582312107, "eta_seconds": 93310.70984176453, "iteration": 149979, "loss_fcos_cls": 0.2762193938251585, "loss_fcos_ctr": 0.6210374911315739, "loss_fcos_loc": 0.20577091141603887, "loss_mask": 0.26661477657034993, "loss_maskiou": 0.005507915397174656, "loss_sem_seg": 0.30906124925240874, "lr": 0.01, "mask_rcnn/accuracy": 0.8913201530612245, "mask_rcnn/false_negative": 0.06865439215948138, "mask_rcnn/false_positive": 0.13065708061018863, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7678172308951616, "total_loss": 1.6721459613618208} {"data_time": 0.015244003385305405, "eta_seconds": 93282.34105306026, "iteration": 149999, "loss_fcos_cls": 0.2608728224877268, "loss_fcos_ctr": 0.6207778449170291, "loss_fcos_loc": 0.2064710648264736, "loss_mask": 0.26516908314079046, "loss_maskiou": 0.005354671004170086, "loss_sem_seg": 0.2555100480094552, "lr": 0.01, "mask_rcnn/accuracy": 0.8774087003222342, "mask_rcnn/false_negative": 0.09656128779648768, "mask_rcnn/false_positive": 0.16612904629478403, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7707945238798857, "total_loss": 1.6385676616118872} {"data_time": 0.015820403583347797, "eta_seconds": 93242.31513361819, "iteration": 150019, "loss_fcos_cls": 0.26889941468834877, "loss_fcos_ctr": 0.6203343207016587, "loss_fcos_loc": 0.19698843057267368, "loss_mask": 0.27409849502146244, "loss_maskiou": 0.005770758758444572, "loss_sem_seg": 0.279173378366977, "lr": 0.01, "mask_rcnn/accuracy": 0.8703849307580175, "mask_rcnn/false_negative": 0.10360066796429698, "mask_rcnn/false_positive": 0.1564365326501051, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7687251772731543, "total_loss": 1.6289113180391723} {"data_time": 0.015737637877464294, "eta_seconds": 93221.89973833133, "iteration": 150039, "loss_fcos_cls": 0.24565052869729698, "loss_fcos_ctr": 0.6198295755311847, "loss_fcos_loc": 0.19558328040875494, "loss_mask": 0.2754313684999943, "loss_maskiou": 0.0054808082422823645, "loss_sem_seg": 0.2856791587546468, "lr": 0.01, "mask_rcnn/accuracy": 0.8838010204081632, "mask_rcnn/false_negative": 0.11298806253685466, "mask_rcnn/false_positive": 0.12530690341443734, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7656017076224089, "total_loss": 1.634683214710094} {"data_time": 0.01729203760623932, "eta_seconds": 93235.70027120691, "iteration": 150059, "loss_fcos_cls": 0.2573022509459406, "loss_fcos_ctr": 0.62263423204422, "loss_fcos_loc": 0.2048472275491804, "loss_mask": 0.27837766613811255, "loss_maskiou": 0.005551158181333449, "loss_sem_seg": 0.264050449244678, "lr": 0.01, "mask_rcnn/accuracy": 0.885576662171718, "mask_rcnn/false_negative": 0.09535818868698961, "mask_rcnn/false_positive": 0.14507682648623757, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.0, "time": 0.7841948568820953, "total_loss": 1.640989269631973} {"data_time": 0.01804575603455305, "eta_seconds": 93232.9645223273, "iteration": 150079, "loss_fcos_cls": 0.2698301854543388, "loss_fcos_ctr": 0.6241339230909944, "loss_fcos_loc": 0.20385935413651168, "loss_mask": 0.27380164433270693, "loss_maskiou": 0.006035246857209131, "loss_sem_seg": 0.3076313864439726, "lr": 0.01, "mask_rcnn/accuracy": 0.8588887523281934, "mask_rcnn/false_negative": 0.12015288180110606, "mask_rcnn/false_positive": 0.16791537865956271, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 37.75, "time": 0.775201516225934, "total_loss": 1.6981280424952274} {"data_time": 0.015028918161988258, "eta_seconds": 93252.83049145807, "iteration": 150099, "loss_fcos_cls": 0.2539612208493054, "loss_fcos_ctr": 0.6201256904751062, "loss_fcos_loc": 0.18796023551840335, "loss_mask": 0.26241888478398323, "loss_maskiou": 0.005626001933705993, "loss_sem_seg": 0.27274772990494967, "lr": 0.01, "mask_rcnn/accuracy": 0.8800092700243813, "mask_rcnn/false_negative": 0.10960491993308416, "mask_rcnn/false_positive": 0.14342028060201722, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.0, "time": 0.7829622123390436, "total_loss": 1.6183628228318412} {"data_time": 0.016987595707178116, "eta_seconds": 93237.27552019153, "iteration": 150119, "loss_fcos_cls": 0.2668510312214494, "loss_fcos_ctr": 0.6228832537308335, "loss_fcos_loc": 0.20188484073150903, "loss_mask": 0.2711088452488184, "loss_maskiou": 0.005387516776522716, "loss_sem_seg": 0.3001052630133927, "lr": 0.01, "mask_rcnn/accuracy": 0.8929267161410018, "mask_rcnn/false_negative": 0.0906436387546849, "mask_rcnn/false_positive": 0.11413764372514931, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7776744179427624, "total_loss": 1.6730351173100644} {"data_time": 0.016305851750075817, "eta_seconds": 93221.72054892499, "iteration": 150139, "loss_fcos_cls": 0.2574657427612692, "loss_fcos_ctr": 0.6197407562285662, "loss_fcos_loc": 0.18670246144756675, "loss_mask": 0.2663895497098565, "loss_maskiou": 0.005247031134786084, "loss_sem_seg": 0.2882983675226569, "lr": 0.01, "mask_rcnn/accuracy": 0.8843859895653177, "mask_rcnn/false_negative": 0.089735710350043, "mask_rcnn/false_positive": 0.13646832020071514, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.5, "time": 0.7797833802178502, "total_loss": 1.6170125141579774} {"data_time": 0.01563973631709814, "eta_seconds": 93206.16557765845, "iteration": 150159, "loss_fcos_cls": 0.2687430935911834, "loss_fcos_ctr": 0.6227298378944397, "loss_fcos_loc": 0.20272352395113558, "loss_mask": 0.2753241714090109, "loss_maskiou": 0.006139871278719511, "loss_sem_seg": 0.2931036329828203, "lr": 0.01, "mask_rcnn/accuracy": 0.884891692869008, "mask_rcnn/false_negative": 0.10311464946496306, "mask_rcnn/false_positive": 0.120615809901294, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.0, "time": 0.7736651925370097, "total_loss": 1.65646597360319} {"data_time": 0.016011442989110947, "eta_seconds": 93125.35294260178, "iteration": 150179, "loss_fcos_cls": 0.2557771224528551, "loss_fcos_ctr": 0.6217495547607541, "loss_fcos_loc": 0.20005123468581587, "loss_mask": 0.2645963244140148, "loss_maskiou": 0.005722098023397848, "loss_sem_seg": 0.25514645129442215, "lr": 0.01, "mask_rcnn/accuracy": 0.8784893745147877, "mask_rcnn/false_negative": 0.10784419292294878, "mask_rcnn/false_positive": 0.12266946180434879, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7526671402156353, "total_loss": 1.6238157204643358} {"data_time": 0.015487647615373135, "eta_seconds": 93109.80886386055, "iteration": 150199, "loss_fcos_cls": 0.2830509783234447, "loss_fcos_ctr": 0.6211145864799619, "loss_fcos_loc": 0.20317501126555726, "loss_mask": 0.2708974927663803, "loss_maskiou": 0.005990627490973566, "loss_sem_seg": 0.3202756978571415, "lr": 0.01, "mask_rcnn/accuracy": 0.8644039542818698, "mask_rcnn/false_negative": 0.10474347432842608, "mask_rcnn/false_positive": 0.14233606196450602, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.775194676592946, "total_loss": 1.69538286212628} {"data_time": 0.015775075182318687, "eta_seconds": 93094.26478511933, "iteration": 150219, "loss_fcos_cls": 0.25456363102421165, "loss_fcos_ctr": 0.6210469920188189, "loss_fcos_loc": 0.20153042813763022, "loss_mask": 0.2765838522464037, "loss_maskiou": 0.005508923335582949, "loss_sem_seg": 0.2949796048924327, "lr": 0.01, "mask_rcnn/accuracy": 0.8692720710733273, "mask_rcnn/false_negative": 0.09925000486212747, "mask_rcnn/false_positive": 0.16262986323673279, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7748664282262325, "total_loss": 1.6643964606955706} {"data_time": 0.017680568620562553, "eta_seconds": 93078.72070637811, "iteration": 150239, "loss_fcos_cls": 0.25392260774970055, "loss_fcos_ctr": 0.6183892711997032, "loss_fcos_loc": 0.19299908715765923, "loss_mask": 0.2613694667816162, "loss_maskiou": 0.005313490983098745, "loss_sem_seg": 0.298589373473078, "lr": 0.01, "mask_rcnn/accuracy": 0.8919051858279969, "mask_rcnn/false_negative": 0.0832045767505662, "mask_rcnn/false_positive": 0.1440418144217473, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.0, "time": 0.7797336764633656, "total_loss": 1.6197913205251098} {"data_time": 0.016591550782322884, "eta_seconds": 93104.6209900016, "iteration": 150259, "loss_fcos_cls": 0.26150930509902537, "loss_fcos_ctr": 0.6216486780904233, "loss_fcos_loc": 0.19917496759444475, "loss_mask": 0.27204747032374144, "loss_maskiou": 0.005845873936777934, "loss_sem_seg": 0.28405575500801206, "lr": 0.01, "mask_rcnn/accuracy": 0.8901491195436508, "mask_rcnn/false_negative": 0.0893038252127254, "mask_rcnn/false_positive": 0.1353847779953436, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.779580982401967, "total_loss": 1.6457400768704247} {"data_time": 0.01596254389733076, "eta_seconds": 93040.25812513568, "iteration": 150279, "loss_fcos_cls": 0.2650971030816436, "loss_fcos_ctr": 0.6202954165637493, "loss_fcos_loc": 0.20790483709424734, "loss_mask": 0.27593069430440664, "loss_maskiou": 0.0058983996786992066, "loss_sem_seg": 0.25945291481912136, "lr": 0.01, "mask_rcnn/accuracy": 0.8812238991341217, "mask_rcnn/false_negative": 0.11746104013451203, "mask_rcnn/false_positive": 0.14428449474887234, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7713120440021157, "total_loss": 1.6494728953693993} {"data_time": 0.01612269226461649, "eta_seconds": 93048.99835089035, "iteration": 150299, "loss_fcos_cls": 0.2640706244856119, "loss_fcos_ctr": 0.6222704420797527, "loss_fcos_loc": 0.20245428604539484, "loss_mask": 0.28344613406807184, "loss_maskiou": 0.006379291357006878, "loss_sem_seg": 0.2969085923396051, "lr": 0.01, "mask_rcnn/accuracy": 0.8633039722872999, "mask_rcnn/false_negative": 0.11918374083515626, "mask_rcnn/false_positive": 0.15671362049810955, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.0, "time": 0.78253701236099, "total_loss": 1.6534322542138398} {"data_time": 0.015433668158948421, "eta_seconds": 93057.96798677463, "iteration": 150319, "loss_fcos_cls": 0.26468583242967725, "loss_fcos_ctr": 0.6219830214977264, "loss_fcos_loc": 0.20293439622037113, "loss_mask": 0.2889288766309619, "loss_maskiou": 0.005749655727413483, "loss_sem_seg": 0.3065738929435611, "lr": 0.01, "mask_rcnn/accuracy": 0.877165484838003, "mask_rcnn/false_negative": 0.09706264728113467, "mask_rcnn/false_positive": 0.174195759290043, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.0, "time": 0.7644137311726809, "total_loss": 1.6981572315416997} {"data_time": 0.0169608136638999, "eta_seconds": 93090.50051275268, "iteration": 150339, "loss_fcos_cls": 0.27605012990534306, "loss_fcos_ctr": 0.6213567107915878, "loss_fcos_loc": 0.20684666361194104, "loss_mask": 0.2772905854508281, "loss_maskiou": 0.005962847775663249, "loss_sem_seg": 0.3335425788536668, "lr": 0.01, "mask_rcnn/accuracy": 0.8721048296941154, "mask_rcnn/false_negative": 0.09767109915096456, "mask_rcnn/false_positive": 0.16033596268774095, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7935973824933171, "total_loss": 1.7132809138274752} {"data_time": 0.015274128876626492, "eta_seconds": 93119.84983935487, "iteration": 150359, "loss_fcos_cls": 0.2690197348129004, "loss_fcos_ctr": 0.6182312741875648, "loss_fcos_loc": 0.2028768314048648, "loss_mask": 0.2864257963374257, "loss_maskiou": 0.006194934219820425, "loss_sem_seg": 0.2954234932549298, "lr": 0.01, "mask_rcnn/accuracy": 0.877868016383572, "mask_rcnn/false_negative": 0.0914324899441358, "mask_rcnn/false_positive": 0.17176282172749258, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.25, "time": 0.798703289590776, "total_loss": 1.6800315470682108} {"data_time": 0.016632065176963806, "eta_seconds": 93091.65679096896, "iteration": 150379, "loss_fcos_cls": 0.25797461485490203, "loss_fcos_ctr": 0.6218881718814373, "loss_fcos_loc": 0.20240972936153412, "loss_mask": 0.2709923190996051, "loss_maskiou": 0.005864400533027947, "loss_sem_seg": 0.2971192644909024, "lr": 0.01, "mask_rcnn/accuracy": 0.8593725009596316, "mask_rcnn/false_negative": 0.11002944346386619, "mask_rcnn/false_positive": 0.13757143133458127, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.0, "time": 0.7765774624422193, "total_loss": 1.6629064549488248} {"data_time": 0.0156094366684556, "eta_seconds": 93088.71674958151, "iteration": 150399, "loss_fcos_cls": 0.264544086297974, "loss_fcos_ctr": 0.6234318409115076, "loss_fcos_loc": 0.2102169336285442, "loss_mask": 0.2699078102596104, "loss_maskiou": 0.006548405202920549, "loss_sem_seg": 0.31710465147625655, "lr": 0.01, "mask_rcnn/accuracy": 0.8798514941690962, "mask_rcnn/false_negative": 0.10488177705027261, "mask_rcnn/false_positive": 0.1263805552362377, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7834502412006259, "total_loss": 1.7165963022998767} {"data_time": 0.01659416686743498, "eta_seconds": 93103.17336629983, "iteration": 150419, "loss_fcos_cls": 0.26561411703005433, "loss_fcos_ctr": 0.6211453024297953, "loss_fcos_loc": 0.2041002633050084, "loss_mask": 0.28026568330824375, "loss_maskiou": 0.006314976672001649, "loss_sem_seg": 0.28990150056779385, "lr": 0.01, "mask_rcnn/accuracy": 0.8897139212827989, "mask_rcnn/false_negative": 0.08718565652408465, "mask_rcnn/false_positive": 0.12360309677833861, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.75, "time": 0.7803795812651515, "total_loss": 1.6797530128897051} {"data_time": 0.015757867135107517, "eta_seconds": 93121.95891016163, "iteration": 150439, "loss_fcos_cls": 0.26825204538181424, "loss_fcos_ctr": 0.6209351373836398, "loss_fcos_loc": 0.2032478439505212, "loss_mask": 0.2692089816555381, "loss_maskiou": 0.005987588439893443, "loss_sem_seg": 0.29449094692245126, "lr": 0.01, "mask_rcnn/accuracy": 0.8765343338927083, "mask_rcnn/false_negative": 0.09042460009079403, "mask_rcnn/false_positive": 0.1430551973829937, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.5, "time": 0.7886054301634431, "total_loss": 1.6546581856673583} {"data_time": 0.01589706353843212, "eta_seconds": 93106.38159667142, "iteration": 150459, "loss_fcos_cls": 0.2581927259452641, "loss_fcos_ctr": 0.6208732780069113, "loss_fcos_loc": 0.19851507199928164, "loss_mask": 0.2817002823576331, "loss_maskiou": 0.006257787681533955, "loss_sem_seg": 0.26447103545069695, "lr": 0.01, "mask_rcnn/accuracy": 0.8519955325294912, "mask_rcnn/false_negative": 0.10542156679677592, "mask_rcnn/false_positive": 0.18188520062387248, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.25, "time": 0.7640416920185089, "total_loss": 1.6373743584226759} {"data_time": 0.014459804631769657, "eta_seconds": 93090.8042831812, "iteration": 150479, "loss_fcos_cls": 0.25735683972015977, "loss_fcos_ctr": 0.6199211217463017, "loss_fcos_loc": 0.19525522319599986, "loss_mask": 0.2781904609873891, "loss_maskiou": 0.006047982154996134, "loss_sem_seg": 0.28620251477696, "lr": 0.01, "mask_rcnn/accuracy": 0.8898800951832346, "mask_rcnn/false_negative": 0.07964116997382215, "mask_rcnn/false_positive": 0.1349712787380042, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.0, "time": 0.7936550173908472, "total_loss": 1.6663740745207178} {"data_time": 0.019934440031647682, "eta_seconds": 93089.76730545796, "iteration": 150499, "loss_fcos_cls": 0.2600350173888728, "loss_fcos_ctr": 0.625320634804666, "loss_fcos_loc": 0.21382869058288634, "loss_mask": 0.28567398339509964, "loss_maskiou": 0.006073933953302912, "loss_sem_seg": 0.278690327424556, "lr": 0.01, "mask_rcnn/accuracy": 0.8671280728200371, "mask_rcnn/false_negative": 0.1119893372998208, "mask_rcnn/false_positive": 0.1461751686927985, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.0, "time": 0.7896342165768147, "total_loss": 1.6581323468417395} {"data_time": 0.01643317472189665, "eta_seconds": 93122.20075884741, "iteration": 150519, "loss_fcos_cls": 0.2643651998369023, "loss_fcos_ctr": 0.6218241276219487, "loss_fcos_loc": 0.1991838973481208, "loss_mask": 0.2734608817845583, "loss_maskiou": 0.006271430756896734, "loss_sem_seg": 0.29210229380987585, "lr": 0.01, "mask_rcnn/accuracy": 0.8796373987260687, "mask_rcnn/false_negative": 0.11668479296264424, "mask_rcnn/false_positive": 0.14791982393311215, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.785428874194622, "total_loss": 1.6491863156916224} {"data_time": 0.016045087948441505, "eta_seconds": 93123.94599401578, "iteration": 150539, "loss_fcos_cls": 0.2563149108318612, "loss_fcos_ctr": 0.6187599431723356, "loss_fcos_loc": 0.18633560452144593, "loss_mask": 0.2607465321198106, "loss_maskiou": 0.006243583018658683, "loss_sem_seg": 0.2927756137214601, "lr": 0.01, "mask_rcnn/accuracy": 0.8838576810034359, "mask_rcnn/false_negative": 0.09138623437958124, "mask_rcnn/false_positive": 0.13871011281037843, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.776976571418345, "total_loss": 1.6577137194253737} {"data_time": 0.0169312646612525, "eta_seconds": 93108.35530818626, "iteration": 150559, "loss_fcos_cls": 0.27111030102241784, "loss_fcos_ctr": 0.620575969107449, "loss_fcos_loc": 0.2041519071208313, "loss_mask": 0.27767164865508676, "loss_maskiou": 0.0057980825658887625, "loss_sem_seg": 0.29817610897589475, "lr": 0.01, "mask_rcnn/accuracy": 0.864883425137418, "mask_rcnn/false_negative": 0.0928712050063771, "mask_rcnn/false_positive": 0.1892881456651801, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7856965158134699, "total_loss": 1.6910781271653832} {"data_time": 0.017437050119042397, "eta_seconds": 93131.4755609734, "iteration": 150579, "loss_fcos_cls": 0.27254807064309716, "loss_fcos_ctr": 0.6197138633579016, "loss_fcos_loc": 0.20478568004909903, "loss_mask": 0.2720828801393509, "loss_maskiou": 0.0061762441546306945, "loss_sem_seg": 0.28093987004831433, "lr": 0.01, "mask_rcnn/accuracy": 0.8837694347348639, "mask_rcnn/false_negative": 0.10189986357609798, "mask_rcnn/false_positive": 0.13206505619958528, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7900151088833809, "total_loss": 1.6532822591543663} {"data_time": 0.017095237039029598, "eta_seconds": 93110.43833541684, "iteration": 150599, "loss_fcos_cls": 0.2672551521100104, "loss_fcos_ctr": 0.6210880475118756, "loss_fcos_loc": 0.20067769475281239, "loss_mask": 0.26167798787355423, "loss_maskiou": 0.005114458603202365, "loss_sem_seg": 0.3070413349196315, "lr": 0.01, "mask_rcnn/accuracy": 0.8831140777425339, "mask_rcnn/false_negative": 0.08839608078955305, "mask_rcnn/false_positive": 0.14143379993718144, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7794927442446351, "total_loss": 1.63761465108837} {"data_time": 0.015721077099442482, "eta_seconds": 93078.73599891365, "iteration": 150619, "loss_fcos_cls": 0.2583540943451226, "loss_fcos_ctr": 0.6197823518887162, "loss_fcos_loc": 0.19354796828702092, "loss_mask": 0.2505774050951004, "loss_maskiou": 0.005509581318619894, "loss_sem_seg": 0.2976647075265646, "lr": 0.01, "mask_rcnn/accuracy": 0.8874193948412699, "mask_rcnn/false_negative": 0.08871159538850062, "mask_rcnn/false_positive": 0.15174002730832928, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7775459233671427, "total_loss": 1.6155733998821233} {"data_time": 0.01646449137479067, "eta_seconds": 93067.0259396201, "iteration": 150639, "loss_fcos_cls": 0.25845075491815805, "loss_fcos_ctr": 0.618334315251559, "loss_fcos_loc": 0.19724127853987738, "loss_mask": 0.2664829399436712, "loss_maskiou": 0.0061452945083146915, "loss_sem_seg": 0.2891744407825172, "lr": 0.01, "mask_rcnn/accuracy": 0.8874924755125417, "mask_rcnn/false_negative": 0.0836252441329677, "mask_rcnn/false_positive": 0.1391535669470272, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7846845611929893, "total_loss": 1.6480706279544393} {"data_time": 0.018455502577126026, "eta_seconds": 93047.54888002574, "iteration": 150659, "loss_fcos_cls": 0.25148657569661736, "loss_fcos_ctr": 0.6216980777680874, "loss_fcos_loc": 0.19989725021878257, "loss_mask": 0.28104507084935904, "loss_maskiou": 0.006299883680185303, "loss_sem_seg": 0.2835035929456353, "lr": 0.01, "mask_rcnn/accuracy": 0.8710943106145412, "mask_rcnn/false_negative": 0.09663707490946907, "mask_rcnn/false_positive": 0.15787861609958026, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.75, "time": 0.779485784471035, "total_loss": 1.6579080101655563} {"data_time": 0.01645143050700426, "eta_seconds": 93035.83751930203, "iteration": 150679, "loss_fcos_cls": 0.26343473605811596, "loss_fcos_ctr": 0.6204834505915642, "loss_fcos_loc": 0.19505483168177307, "loss_mask": 0.27371705370023847, "loss_maskiou": 0.005993275510263629, "loss_sem_seg": 0.2692347103729844, "lr": 0.01, "mask_rcnn/accuracy": 0.8886574812216553, "mask_rcnn/false_negative": 0.08912061608250574, "mask_rcnn/false_positive": 0.14431885442482528, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.75, "time": 0.7851605387404561, "total_loss": 1.6583114591776393} {"data_time": 0.016138666309416294, "eta_seconds": 93013.52440343332, "iteration": 150699, "loss_fcos_cls": 0.26611971214879304, "loss_fcos_ctr": 0.6211360432207584, "loss_fcos_loc": 0.19894757377915084, "loss_mask": 0.2750841788947582, "loss_maskiou": 0.0063116429664660245, "loss_sem_seg": 0.29206105205230415, "lr": 0.01, "mask_rcnn/accuracy": 0.9058779761904762, "mask_rcnn/false_negative": 0.07183599720284156, "mask_rcnn/false_positive": 0.11601380861274403, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.75, "time": 0.7557450644671917, "total_loss": 1.6444808592787012} {"data_time": 0.014790003187954426, "eta_seconds": 92983.6298215501, "iteration": 150719, "loss_fcos_cls": 0.26148180291056633, "loss_fcos_ctr": 0.620005851611495, "loss_fcos_loc": 0.19797268672846258, "loss_mask": 0.2701066704466939, "loss_maskiou": 0.005656138004269451, "loss_sem_seg": 0.27164203161373734, "lr": 0.01, "mask_rcnn/accuracy": 0.8853445640929183, "mask_rcnn/false_negative": 0.09144981859307305, "mask_rcnn/false_positive": 0.11805760397791917, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7799976328387856, "total_loss": 1.6330297344029532} {"data_time": 0.016976031474769115, "eta_seconds": 92982.3382358728, "iteration": 150739, "loss_fcos_cls": 0.25231809820979834, "loss_fcos_ctr": 0.621833797544241, "loss_fcos_loc": 0.19410127482842654, "loss_mask": 0.25699321646243334, "loss_maskiou": 0.005664703021466266, "loss_sem_seg": 0.27327949879691005, "lr": 0.01, "mask_rcnn/accuracy": 0.8819101246770485, "mask_rcnn/false_negative": 0.08574745003366263, "mask_rcnn/false_positive": 0.1591301009885784, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.75, "time": 0.7791881747543812, "total_loss": 1.6312624206766486} {"data_time": 0.014654994010925293, "eta_seconds": 92952.44844989106, "iteration": 150759, "loss_fcos_cls": 0.2646417838986963, "loss_fcos_ctr": 0.6210210351273417, "loss_fcos_loc": 0.19644109799992293, "loss_mask": 0.26649862062186, "loss_maskiou": 0.005446910898172064, "loss_sem_seg": 0.2794613470323384, "lr": 0.01, "mask_rcnn/accuracy": 0.9014888688448086, "mask_rcnn/false_negative": 0.08515898521911239, "mask_rcnn/false_positive": 0.1184100186751602, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.5, "time": 0.7780601875856519, "total_loss": 1.6187307817453984} {"data_time": 0.015975997783243656, "eta_seconds": 92865.18616096582, "iteration": 150779, "loss_fcos_cls": 0.25239101494662464, "loss_fcos_ctr": 0.6196638410910964, "loss_fcos_loc": 0.19959879555972293, "loss_mask": 0.2711353972554207, "loss_maskiou": 0.005890988682949683, "loss_sem_seg": 0.2857082874979824, "lr": 0.01, "mask_rcnn/accuracy": 0.881890256102441, "mask_rcnn/false_negative": 0.0703594714953267, "mask_rcnn/false_positive": 0.15337283225535803, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 20.5, "time": 0.7601857092231512, "total_loss": 1.6471820605365792} {"data_time": 0.015429104678332806, "eta_seconds": 92849.60749845486, "iteration": 150799, "loss_fcos_cls": 0.2626973201986402, "loss_fcos_ctr": 0.6199033726006746, "loss_fcos_loc": 0.19890280510298908, "loss_mask": 0.2722860393114388, "loss_maskiou": 0.005689003708539531, "loss_sem_seg": 0.27746302308514714, "lr": 0.01, "mask_rcnn/accuracy": 0.8903337332386265, "mask_rcnn/false_negative": 0.09465261749513293, "mask_rcnn/false_positive": 0.1222600195833474, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.5, "time": 0.7870902577415109, "total_loss": 1.6313457512078458} {"data_time": 0.01607837062329054, "eta_seconds": 92876.7916928418, "iteration": 150819, "loss_fcos_cls": 0.26875973935239017, "loss_fcos_ctr": 0.6193744046613574, "loss_fcos_loc": 0.1945809032768011, "loss_mask": 0.26692187786102295, "loss_maskiou": 0.005590208573266864, "loss_sem_seg": 0.27332621929235756, "lr": 0.01, "mask_rcnn/accuracy": 0.8997504436557231, "mask_rcnn/false_negative": 0.09221413348131718, "mask_rcnn/false_positive": 0.11077819687531157, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.25, "time": 0.7557639926671982, "total_loss": 1.6391570537380176} {"data_time": 0.01676197350025177, "eta_seconds": 92761.4071603017, "iteration": 150839, "loss_fcos_cls": 0.26437024341430515, "loss_fcos_ctr": 0.6216938216239214, "loss_fcos_loc": 0.20491073752054945, "loss_mask": 0.27964655542746186, "loss_maskiou": 0.005800509417895228, "loss_sem_seg": 0.2868818938732147, "lr": 0.01, "mask_rcnn/accuracy": 0.875348244265655, "mask_rcnn/false_negative": 0.10090057586073325, "mask_rcnn/false_positive": 0.1417951090873485, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.75, "time": 0.7679929519072175, "total_loss": 1.6493035882667755} {"data_time": 0.01725888717919588, "eta_seconds": 92765.64764007926, "iteration": 150859, "loss_fcos_cls": 0.26197667559608817, "loss_fcos_ctr": 0.6199052827432752, "loss_fcos_loc": 0.1932801348157227, "loss_mask": 0.2619174476712942, "loss_maskiou": 0.005493011172802653, "loss_sem_seg": 0.2752682105638087, "lr": 0.01, "mask_rcnn/accuracy": 0.9000851607408984, "mask_rcnn/false_negative": 0.09145699195478932, "mask_rcnn/false_positive": 0.14821338129137016, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.0, "time": 0.7952595390379429, "total_loss": 1.634620327691664} {"data_time": 0.016801209188997746, "eta_seconds": 92750.07522627711, "iteration": 150879, "loss_fcos_cls": 0.24033203395083547, "loss_fcos_ctr": 0.6184868812561035, "loss_fcos_loc": 0.19245989143382758, "loss_mask": 0.25740894582122564, "loss_maskiou": 0.005005625876947306, "loss_sem_seg": 0.25938981398940086, "lr": 0.01, "mask_rcnn/accuracy": 0.8966150461686175, "mask_rcnn/false_negative": 0.08441424750770224, "mask_rcnn/false_positive": 0.13914328936225778, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.75, "time": 0.7768272124230862, "total_loss": 1.6129006057453807} {"data_time": 0.016862819902598858, "eta_seconds": 92742.02872193325, "iteration": 150899, "loss_fcos_cls": 0.257692780578509, "loss_fcos_ctr": 0.6217943429946899, "loss_fcos_loc": 0.21113096992485225, "loss_mask": 0.2659128559753299, "loss_maskiou": 0.005992304650135338, "loss_sem_seg": 0.2905255132354796, "lr": 0.01, "mask_rcnn/accuracy": 0.8809126689964347, "mask_rcnn/false_negative": 0.09453245362963117, "mask_rcnn/false_positive": 0.15463444106376242, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.75, "time": 0.7801020899787545, "total_loss": 1.6602742149407277} {"data_time": 0.015634884126484394, "eta_seconds": 92624.75759879965, "iteration": 150919, "loss_fcos_cls": 0.2589923357591033, "loss_fcos_ctr": 0.6196873588487506, "loss_fcos_loc": 0.20263575844001025, "loss_mask": 0.26403108378872275, "loss_maskiou": 0.00549460878391983, "loss_sem_seg": 0.3036212604492903, "lr": 0.01, "mask_rcnn/accuracy": 0.8720653916628492, "mask_rcnn/false_negative": 0.10286421572399188, "mask_rcnn/false_positive": 0.13925658651125847, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.75, "time": 0.766595296561718, "total_loss": 1.690883839080925} {"data_time": 0.017117281444370747, "eta_seconds": 92618.18406304903, "iteration": 150939, "loss_fcos_cls": 0.27145067509263754, "loss_fcos_ctr": 0.6189211383461952, "loss_fcos_loc": 0.20729119156021625, "loss_mask": 0.2717846827581525, "loss_maskiou": 0.00604286677116761, "loss_sem_seg": 0.2956116534769535, "lr": 0.01, "mask_rcnn/accuracy": 0.8754343893169513, "mask_rcnn/false_negative": 0.0848194007501053, "mask_rcnn/false_positive": 0.14068003260276496, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.25, "time": 0.7874878961592913, "total_loss": 1.6845803677642834} {"data_time": 0.017404836602509022, "eta_seconds": 92605.55535782967, "iteration": 150959, "loss_fcos_cls": 0.25319314491935074, "loss_fcos_ctr": 0.6220214776694775, "loss_fcos_loc": 0.2050726416055113, "loss_mask": 0.2796619003638625, "loss_maskiou": 0.005611392974969931, "loss_sem_seg": 0.2968243872746825, "lr": 0.01, "mask_rcnn/accuracy": 0.8804185247910674, "mask_rcnn/false_negative": 0.09663777948784616, "mask_rcnn/false_positive": 0.1521775073878405, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.75, "time": 0.778929584659636, "total_loss": 1.6353091422497528} {"data_time": 0.014747709035873413, "eta_seconds": 92578.08780717943, "iteration": 150979, "loss_fcos_cls": 0.26004258496686816, "loss_fcos_ctr": 0.6220778953284025, "loss_fcos_loc": 0.20630900538526475, "loss_mask": 0.26763636711984873, "loss_maskiou": 0.005314710484526586, "loss_sem_seg": 0.29280293826013803, "lr": 0.01, "mask_rcnn/accuracy": 0.8773162739999475, "mask_rcnn/false_negative": 0.09997798018943346, "mask_rcnn/false_positive": 0.15937738089748732, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.5, "time": 0.7642843602225184, "total_loss": 1.6663341674720868} {"data_time": 0.017813315615057945, "eta_seconds": 92574.4381611133, "iteration": 150999, "loss_fcos_cls": 0.2598737812950276, "loss_fcos_ctr": 0.6193619659170508, "loss_fcos_loc": 0.19709035230334848, "loss_mask": 0.26753934286534786, "loss_maskiou": 0.006004884140565991, "loss_sem_seg": 0.27728593442589045, "lr": 0.01, "mask_rcnn/accuracy": 0.879687719217777, "mask_rcnn/false_negative": 0.11279900513984775, "mask_rcnn/false_positive": 0.12815415007495612, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.5, "time": 0.7854054179042578, "total_loss": 1.6473651645210339} {"data_time": 0.01556067168712616, "eta_seconds": 92641.06832966208, "iteration": 151019, "loss_fcos_cls": 0.2639945826958865, "loss_fcos_ctr": 0.6193975475616753, "loss_fcos_loc": 0.2032248768955469, "loss_mask": 0.2705302834510803, "loss_maskiou": 0.00588202152721351, "loss_sem_seg": 0.2758513009175658, "lr": 0.01, "mask_rcnn/accuracy": 0.8797594464027272, "mask_rcnn/false_negative": 0.08070178808840872, "mask_rcnn/false_positive": 0.1564601032703487, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.75, "time": 0.7914028661325574, "total_loss": 1.6283978912688326} {"data_time": 0.015876024961471558, "eta_seconds": 92662.66354832333, "iteration": 151039, "loss_fcos_cls": 0.2519247350282967, "loss_fcos_ctr": 0.6217309627681971, "loss_fcos_loc": 0.20595214632339776, "loss_mask": 0.28537378273904324, "loss_maskiou": 0.0065035035950131714, "loss_sem_seg": 0.27964498987421393, "lr": 0.01, "mask_rcnn/accuracy": 0.8636817177979406, "mask_rcnn/false_negative": 0.1061599162460931, "mask_rcnn/false_positive": 0.17431092769321976, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 30.75, "time": 0.7853305339813232, "total_loss": 1.650589055789169} {"data_time": 0.017188110388815403, "eta_seconds": 92647.08488581236, "iteration": 151059, "loss_fcos_cls": 0.26511122402735054, "loss_fcos_ctr": 0.6209654929116368, "loss_fcos_loc": 0.20515903446357697, "loss_mask": 0.2692021857947111, "loss_maskiou": 0.005208436967222951, "loss_sem_seg": 0.2758983946405351, "lr": 0.01, "mask_rcnn/accuracy": 0.8730454926429503, "mask_rcnn/false_negative": 0.1106852176806439, "mask_rcnn/false_positive": 0.11216021914688262, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 29.75, "time": 0.7891901852563024, "total_loss": 1.6359753642318537} {"data_time": 0.016513939946889877, "eta_seconds": 92674.17579064146, "iteration": 151079, "loss_fcos_cls": 0.2591652765404433, "loss_fcos_ctr": 0.6180810872465372, "loss_fcos_loc": 0.18819143413566053, "loss_mask": 0.2713967617601156, "loss_maskiou": 0.005728659380110912, "loss_sem_seg": 0.32346231676638126, "lr": 0.01, "mask_rcnn/accuracy": 0.8873499093202143, "mask_rcnn/false_negative": 0.08751170586677856, "mask_rcnn/false_positive": 0.1471972815244238, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7797732166945934, "total_loss": 1.6695161990064662} {"data_time": 0.01632204744964838, "eta_seconds": 92658.58995201066, "iteration": 151099, "loss_fcos_cls": 0.258241447765613, "loss_fcos_ctr": 0.6219246964901686, "loss_fcos_loc": 0.20672793732956052, "loss_mask": 0.27657137904316187, "loss_maskiou": 0.00575398111686809, "loss_sem_seg": 0.33550998312421143, "lr": 0.01, "mask_rcnn/accuracy": 0.8857242897158863, "mask_rcnn/false_negative": 0.09895445330725819, "mask_rcnn/false_positive": 0.1253786225857704, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 25.25, "time": 0.7824908467009664, "total_loss": 1.712879008759046} {"data_time": 0.015492175705730915, "eta_seconds": 92643.00411337987, "iteration": 151119, "loss_fcos_cls": 0.25277654989622533, "loss_fcos_ctr": 0.616991707123816, "loss_fcos_loc": 0.19623506115749478, "loss_mask": 0.2683643139898777, "loss_maskiou": 0.006066445319447666, "loss_sem_seg": 0.2805444519035518, "lr": 0.01, "mask_rcnn/accuracy": 0.8671390658370907, "mask_rcnn/false_negative": 0.09803499998962212, "mask_rcnn/false_positive": 0.15440136178124295, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7844717437401414, "total_loss": 1.5925611071288586} {"data_time": 0.015917631797492504, "eta_seconds": 92652.66636990104, "iteration": 151139, "loss_fcos_cls": 0.2692444915883243, "loss_fcos_ctr": 0.6206473940983415, "loss_fcos_loc": 0.20030030887573957, "loss_mask": 0.27954189013689756, "loss_maskiou": 0.005731296398153063, "loss_sem_seg": 0.28442608984187245, "lr": 0.01, "mask_rcnn/accuracy": 0.8704324586977649, "mask_rcnn/false_negative": 0.09194203856164776, "mask_rcnn/false_positive": 0.148725790147282, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7887418977916241, "total_loss": 1.644589990930399} {"data_time": 0.016265002079308033, "eta_seconds": 92611.83243611827, "iteration": 151159, "loss_fcos_cls": 0.26770702563226223, "loss_fcos_ctr": 0.6226411340758204, "loss_fcos_loc": 0.2054749020608142, "loss_mask": 0.27064966037869453, "loss_maskiou": 0.0058257944947399665, "loss_sem_seg": 0.2979923924431205, "lr": 0.01, "mask_rcnn/accuracy": 0.8708953373015873, "mask_rcnn/false_negative": 0.10532191087452053, "mask_rcnn/false_positive": 0.1606086456955796, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.75, "time": 0.7739855200052261, "total_loss": 1.6921035281557124} {"data_time": 0.016080149449408054, "eta_seconds": 92660.72647295985, "iteration": 151179, "loss_fcos_cls": 0.2654881337657571, "loss_fcos_ctr": 0.621267294511199, "loss_fcos_loc": 0.20734429801814258, "loss_mask": 0.2779015442356467, "loss_maskiou": 0.0053329729125835, "loss_sem_seg": 0.26258007623255253, "lr": 0.01, "mask_rcnn/accuracy": 0.8825452073484761, "mask_rcnn/false_negative": 0.09202294917299092, "mask_rcnn/false_positive": 0.1701551411787588, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7853656709194183, "total_loss": 1.64258149109628} {"data_time": 0.016246523708105087, "eta_seconds": 92678.63097769208, "iteration": 151199, "loss_fcos_cls": 0.2501041446812451, "loss_fcos_ctr": 0.6223067380487919, "loss_fcos_loc": 0.20684849936515093, "loss_mask": 0.28462936636060476, "loss_maskiou": 0.006082876745495014, "loss_sem_seg": 0.3036525365896523, "lr": 0.01, "mask_rcnn/accuracy": 0.8655042615501799, "mask_rcnn/false_negative": 0.09840853897062457, "mask_rcnn/false_positive": 0.14596906518753033, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.25, "time": 0.7918971683830023, "total_loss": 1.667693326351582} {"data_time": 0.017980151809751987, "eta_seconds": 92629.5330891395, "iteration": 151219, "loss_fcos_cls": 0.2668409156613052, "loss_fcos_ctr": 0.6241664849221706, "loss_fcos_loc": 0.19712281902320683, "loss_mask": 0.27958918921649456, "loss_maskiou": 0.006327108480036259, "loss_sem_seg": 0.2493719256017357, "lr": 0.01, "mask_rcnn/accuracy": 0.8827917836077965, "mask_rcnn/false_negative": 0.09713603527750594, "mask_rcnn/false_positive": 0.13436010902108342, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.25, "time": 0.7624876191839576, "total_loss": 1.6513939083451987} {"data_time": 0.01598586793988943, "eta_seconds": 92628.83696531877, "iteration": 151239, "loss_fcos_cls": 0.2577543896622956, "loss_fcos_ctr": 0.622053811326623, "loss_fcos_loc": 0.20403158059343696, "loss_mask": 0.28013705322518945, "loss_maskiou": 0.006676840479485691, "loss_sem_seg": 0.22496359306387603, "lr": 0.01, "mask_rcnn/accuracy": 0.8685564287826932, "mask_rcnn/false_negative": 0.09576368688275952, "mask_rcnn/false_positive": 0.16851671585677952, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7841325076296926, "total_loss": 1.610896274461993} {"data_time": 0.015623126178979874, "eta_seconds": 92592.95946678985, "iteration": 151259, "loss_fcos_cls": 0.2714726321864873, "loss_fcos_ctr": 0.6188966650515795, "loss_fcos_loc": 0.2075290996581316, "loss_mask": 0.27309386152774096, "loss_maskiou": 0.005553885726840235, "loss_sem_seg": 0.3221482471562922, "lr": 0.01, "mask_rcnn/accuracy": 0.8767720867509252, "mask_rcnn/false_negative": 0.10726830522537463, "mask_rcnn/false_positive": 0.16172994341651856, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7701787194237113, "total_loss": 1.6656004575052066} {"data_time": 0.017141206189990044, "eta_seconds": 92646.28120734915, "iteration": 151279, "loss_fcos_cls": 0.2643828932195902, "loss_fcos_ctr": 0.6225146595388651, "loss_fcos_loc": 0.20386377754766727, "loss_mask": 0.28472587279975414, "loss_maskiou": 0.00609564570186194, "loss_sem_seg": 0.27458113245666027, "lr": 0.01, "mask_rcnn/accuracy": 0.8639290103693299, "mask_rcnn/false_negative": 0.10954751373951281, "mask_rcnn/false_positive": 0.13864429626334102, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.8088053530082107, "total_loss": 1.6416563301318092} {"data_time": 0.015848366543650627, "eta_seconds": 92641.46725555044, "iteration": 151299, "loss_fcos_cls": 0.25686355866491795, "loss_fcos_ctr": 0.6204524207860231, "loss_fcos_loc": 0.19316030712798238, "loss_mask": 0.27552166441455483, "loss_maskiou": 0.006049473027815111, "loss_sem_seg": 0.24607408326119184, "lr": 0.01, "mask_rcnn/accuracy": 0.8705091907752747, "mask_rcnn/false_negative": 0.09842064151183028, "mask_rcnn/false_positive": 0.13680432378190327, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 27.0, "time": 0.7853573299944401, "total_loss": 1.6101281541632488} {"data_time": 0.016065476462244987, "eta_seconds": 92630.51987749338, "iteration": 151319, "loss_fcos_cls": 0.27186960354447365, "loss_fcos_ctr": 0.6192723037675023, "loss_fcos_loc": 0.20150281256064773, "loss_mask": 0.2940887692384422, "loss_maskiou": 0.006359648803481832, "loss_sem_seg": 0.2943166261538863, "lr": 0.01, "mask_rcnn/accuracy": 0.8732444243520192, "mask_rcnn/false_negative": 0.09384084088642652, "mask_rcnn/false_positive": 0.14715503067662733, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7821725308895111, "total_loss": 1.6930515596468467} {"data_time": 0.016079017892479897, "eta_seconds": 92599.45902026817, "iteration": 151339, "loss_fcos_cls": 0.2719426639378071, "loss_fcos_ctr": 0.6197487059980631, "loss_fcos_loc": 0.20463957346510142, "loss_mask": 0.27625309862196445, "loss_maskiou": 0.006451527937315404, "loss_sem_seg": 0.3148785908706486, "lr": 0.01, "mask_rcnn/accuracy": 0.8826070968928111, "mask_rcnn/false_negative": 0.08869612187613346, "mask_rcnn/false_positive": 0.15912730751411863, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7727361163124442, "total_loss": 1.6862420215184102} {"data_time": 0.01699650101363659, "eta_seconds": 92557.72775475495, "iteration": 151359, "loss_fcos_cls": 0.26356853847391903, "loss_fcos_ctr": 0.6192228812724352, "loss_fcos_loc": 0.1920830369926989, "loss_mask": 0.27053997572511435, "loss_maskiou": 0.005475470621604472, "loss_sem_seg": 0.27797651616856456, "lr": 0.01, "mask_rcnn/accuracy": 0.8893810902739474, "mask_rcnn/false_negative": 0.09748396507263651, "mask_rcnn/false_positive": 0.1306945663787441, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7818244528025389, "total_loss": 1.632743718844722} {"data_time": 0.016286533325910568, "eta_seconds": 92552.28023399785, "iteration": 151379, "loss_fcos_cls": 0.25576036935672164, "loss_fcos_ctr": 0.6192250601015985, "loss_fcos_loc": 0.19681442924775183, "loss_mask": 0.2752793123945594, "loss_maskiou": 0.00610425510967616, "loss_sem_seg": 0.26638979371637106, "lr": 0.01, "mask_rcnn/accuracy": 0.8951266317337746, "mask_rcnn/false_negative": 0.09575408756341498, "mask_rcnn/false_positive": 0.12666891513760825, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7824110612273216, "total_loss": 1.6438727176428074} {"data_time": 0.0168596338480711, "eta_seconds": 92563.42118411418, "iteration": 151399, "loss_fcos_cls": 0.2673619092674926, "loss_fcos_ctr": 0.6197372935712337, "loss_fcos_loc": 0.20086940529290587, "loss_mask": 0.2707540453411639, "loss_maskiou": 0.005469264768180437, "loss_sem_seg": 0.27591790491715074, "lr": 0.01, "mask_rcnn/accuracy": 0.8920476624789702, "mask_rcnn/false_negative": 0.09036706546601547, "mask_rcnn/false_positive": 0.11801899436515673, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.786338365636766, "total_loss": 1.659624131891178} {"data_time": 0.016048341058194637, "eta_seconds": 92547.81196982693, "iteration": 151419, "loss_fcos_cls": 0.2553073950111866, "loss_fcos_ctr": 0.6184621122665703, "loss_fcos_loc": 0.18565148633206263, "loss_mask": 0.26420444808900356, "loss_maskiou": 0.0060312201821943745, "loss_sem_seg": 0.27393283881247044, "lr": 0.01, "mask_rcnn/accuracy": 0.8887411161108542, "mask_rcnn/false_negative": 0.08764856303194535, "mask_rcnn/false_positive": 0.12330386897215195, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7901449054479599, "total_loss": 1.622605101307272} {"data_time": 0.014673233032226562, "eta_seconds": 92505.46612170711, "iteration": 151439, "loss_fcos_cls": 0.25566696003079414, "loss_fcos_ctr": 0.6206673784181476, "loss_fcos_loc": 0.1939228189876303, "loss_mask": 0.2722433991730213, "loss_maskiou": 0.005617615533992648, "loss_sem_seg": 0.2943573007360101, "lr": 0.01, "mask_rcnn/accuracy": 0.8961972225114536, "mask_rcnn/false_negative": 0.07783069230609635, "mask_rcnn/false_positive": 0.1100431079927223, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7785610249266028, "total_loss": 1.6445126470716787} {"data_time": 0.016262255609035492, "eta_seconds": 92489.8614176102, "iteration": 151459, "loss_fcos_cls": 0.26296246936544776, "loss_fcos_ctr": 0.6193815134465694, "loss_fcos_loc": 0.199859690037556, "loss_mask": 0.268950168043375, "loss_maskiou": 0.005722205067286268, "loss_sem_seg": 0.2899989443831146, "lr": 0.01, "mask_rcnn/accuracy": 0.8820172778833278, "mask_rcnn/false_negative": 0.08873726498350032, "mask_rcnn/false_positive": 0.14306596408455124, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.5, "time": 0.7592559298500419, "total_loss": 1.651014135179139} {"data_time": 0.01495217252522707, "eta_seconds": 92464.10980370454, "iteration": 151479, "loss_fcos_cls": 0.254217546666041, "loss_fcos_ctr": 0.6178508680313826, "loss_fcos_loc": 0.19749702338594943, "loss_mask": 0.26623743306845427, "loss_maskiou": 0.005816847982714535, "loss_sem_seg": 0.24982741591520607, "lr": 0.01, "mask_rcnn/accuracy": 0.8859842548130363, "mask_rcnn/false_negative": 0.0893373667433578, "mask_rcnn/false_positive": 0.12910934752114817, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.7786785084754229, "total_loss": 1.6151200708700344} {"data_time": 0.016597388312220573, "eta_seconds": 92441.70549243595, "iteration": 151499, "loss_fcos_cls": 0.25248408247716725, "loss_fcos_ctr": 0.6214444134384394, "loss_fcos_loc": 0.20285821985453367, "loss_mask": 0.26929076574742794, "loss_maskiou": 0.005866564708412625, "loss_sem_seg": 0.28393635665997863, "lr": 0.01, "mask_rcnn/accuracy": 0.8718554895432975, "mask_rcnn/false_negative": 0.11632213533560307, "mask_rcnn/false_positive": 0.1289963137237956, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7822784492745996, "total_loss": 1.6469024881080259} {"data_time": 0.01565848197788, "eta_seconds": 92387.91512453277, "iteration": 151519, "loss_fcos_cls": 0.2701697261072695, "loss_fcos_ctr": 0.621554865501821, "loss_fcos_loc": 0.20394405047409236, "loss_mask": 0.28571461141109467, "loss_maskiou": 0.006374902288371231, "loss_sem_seg": 0.30216969456523657, "lr": 0.01, "mask_rcnn/accuracy": 0.8774319119418788, "mask_rcnn/false_negative": 0.10122815500682317, "mask_rcnn/false_positive": 0.14831757282664804, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 40.5, "time": 0.7793334405869246, "total_loss": 1.6968340405001072} {"data_time": 0.01666905637830496, "eta_seconds": 92355.96398586687, "iteration": 151539, "loss_fcos_cls": 0.28120895219035447, "loss_fcos_ctr": 0.6234237076714635, "loss_fcos_loc": 0.20621275389567018, "loss_mask": 0.2771976012736559, "loss_maskiou": 0.006729102351528127, "loss_sem_seg": 0.30413688858971, "lr": 0.01, "mask_rcnn/accuracy": 0.8988208038317368, "mask_rcnn/false_negative": 0.07467985630006299, "mask_rcnn/false_positive": 0.12207970182718056, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 24.25, "time": 0.7785157663747668, "total_loss": 1.6951420666300692} {"data_time": 0.017244151793420315, "eta_seconds": 92340.37134964298, "iteration": 151559, "loss_fcos_cls": 0.2634081873111427, "loss_fcos_ctr": 0.6228263815864921, "loss_fcos_loc": 0.20697247731732205, "loss_mask": 0.27669826336205006, "loss_maskiou": 0.006532733066705987, "loss_sem_seg": 0.2967993225902319, "lr": 0.01, "mask_rcnn/accuracy": 0.9019101785913428, "mask_rcnn/false_negative": 0.07904672702056112, "mask_rcnn/false_positive": 0.12807205342163347, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.0, "time": 0.7868708716705441, "total_loss": 1.6791386585973669} {"data_time": 0.016313642263412476, "eta_seconds": 92284.65500192251, "iteration": 151579, "loss_fcos_cls": 0.2720189648680389, "loss_fcos_ctr": 0.6210162229835987, "loss_fcos_loc": 0.20503086550161242, "loss_mask": 0.2718547601252794, "loss_maskiou": 0.006110550299126771, "loss_sem_seg": 0.27576315915212035, "lr": 0.01, "mask_rcnn/accuracy": 0.8704946343971263, "mask_rcnn/false_negative": 0.11213656992726706, "mask_rcnn/false_positive": 0.15248271733954155, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.0, "time": 0.786455656401813, "total_loss": 1.6261564680826268} {"data_time": 0.01678386051207781, "eta_seconds": 92348.05134287104, "iteration": 151599, "loss_fcos_cls": 0.26482269016560167, "loss_fcos_ctr": 0.6230073142796755, "loss_fcos_loc": 0.21009865030646324, "loss_mask": 0.26979368552565575, "loss_maskiou": 0.0060394704778445885, "loss_sem_seg": 0.27923803171142936, "lr": 0.01, "mask_rcnn/accuracy": 0.8938653710821198, "mask_rcnn/false_negative": 0.09262415482873543, "mask_rcnn/false_positive": 0.14863172679373193, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.25, "time": 0.7897419799119234, "total_loss": 1.6706279559184622} {"data_time": 0.018808054737746716, "eta_seconds": 92332.45214162394, "iteration": 151619, "loss_fcos_cls": 0.2657794051337987, "loss_fcos_ctr": 0.6186374351382256, "loss_fcos_loc": 0.19116746075451374, "loss_mask": 0.2706447266973555, "loss_maskiou": 0.006539018519106321, "loss_sem_seg": 0.30858426354825497, "lr": 0.01, "mask_rcnn/accuracy": 0.8934433720134395, "mask_rcnn/false_negative": 0.09582507938264392, "mask_rcnn/false_positive": 0.11488602229796996, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.75, "time": 0.7765797954052687, "total_loss": 1.6570162913558306} {"data_time": 0.017626146785914898, "eta_seconds": 92294.34273896087, "iteration": 151639, "loss_fcos_cls": 0.2612158143892884, "loss_fcos_ctr": 0.6239036014303565, "loss_fcos_loc": 0.19762490410357714, "loss_mask": 0.27825533505529165, "loss_maskiou": 0.005523247258679476, "loss_sem_seg": 0.2970364545471966, "lr": 0.01, "mask_rcnn/accuracy": 0.880476984749944, "mask_rcnn/false_negative": 0.08634821295306747, "mask_rcnn/false_positive": 0.1535845731223956, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7713320292532444, "total_loss": 1.6463168679038063} {"data_time": 0.017894585616886616, "eta_seconds": 92315.16203982197, "iteration": 151659, "loss_fcos_cls": 0.2582412175834179, "loss_fcos_ctr": 0.6193757446017116, "loss_fcos_loc": 0.19578417332377285, "loss_mask": 0.2698779059574008, "loss_maskiou": 0.005792176540126093, "loss_sem_seg": 0.2810669349273667, "lr": 0.01, "mask_rcnn/accuracy": 0.8773909326281395, "mask_rcnn/false_negative": 0.11351557697105372, "mask_rcnn/false_positive": 0.11270686279019017, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.787729574367404, "total_loss": 1.640501236615819} {"data_time": 0.015789405442774296, "eta_seconds": 92273.71049984358, "iteration": 151679, "loss_fcos_cls": 0.24848629266489297, "loss_fcos_ctr": 0.6196648264303803, "loss_fcos_loc": 0.1936105282511562, "loss_mask": 0.2751975557766855, "loss_maskiou": 0.006119478362961672, "loss_sem_seg": 0.25752394599840045, "lr": 0.01, "mask_rcnn/accuracy": 0.8812550913222432, "mask_rcnn/false_negative": 0.10328476713318076, "mask_rcnn/false_positive": 0.1368633168869869, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7757173720747232, "total_loss": 1.5993194366892567} {"data_time": 0.017106827348470688, "eta_seconds": 92312.5575324567, "iteration": 151699, "loss_fcos_cls": 0.24854404013603926, "loss_fcos_ctr": 0.6193393557332456, "loss_fcos_loc": 0.19519869808573276, "loss_mask": 0.2716966513544321, "loss_maskiou": 0.005958312809525523, "loss_sem_seg": 0.26422787085175514, "lr": 0.01, "mask_rcnn/accuracy": 0.878990785355438, "mask_rcnn/false_negative": 0.11865882447466951, "mask_rcnn/false_positive": 0.13724873107699312, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.25, "time": 0.7908902708441019, "total_loss": 1.600172957216273} {"data_time": 0.016804203391075134, "eta_seconds": 92296.95114577655, "iteration": 151719, "loss_fcos_cls": 0.24866724258754402, "loss_fcos_ctr": 0.6205615792423487, "loss_fcos_loc": 0.2003802350081969, "loss_mask": 0.2804484246298671, "loss_maskiou": 0.006098238911363296, "loss_sem_seg": 0.2857789914123714, "lr": 0.01, "mask_rcnn/accuracy": 0.8832494803476947, "mask_rcnn/false_negative": 0.08948196815445927, "mask_rcnn/false_positive": 0.1705385850269741, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.781137753278017, "total_loss": 1.650005386742123} {"data_time": 0.015343575738370419, "eta_seconds": 92226.91895286553, "iteration": 151739, "loss_fcos_cls": 0.2696748343296349, "loss_fcos_ctr": 0.6201839973218739, "loss_fcos_loc": 0.1908511541550979, "loss_mask": 0.27028188668191433, "loss_maskiou": 0.006287646960117854, "loss_sem_seg": 0.2906840411014855, "lr": 0.01, "mask_rcnn/accuracy": 0.8917527604883595, "mask_rcnn/false_negative": 0.07126527325082999, "mask_rcnn/false_positive": 0.13436286345116788, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.5, "time": 0.7640364086255431, "total_loss": 1.669191763325216} {"data_time": 0.015826265327632427, "eta_seconds": 92243.1365776984, "iteration": 151759, "loss_fcos_cls": 0.26825854124035686, "loss_fcos_ctr": 0.6246981751173735, "loss_fcos_loc": 0.21048253367189318, "loss_mask": 0.2836143905296922, "loss_maskiou": 0.006068272879929282, "loss_sem_seg": 0.2953976863063872, "lr": 0.01, "mask_rcnn/accuracy": 0.8833262471655329, "mask_rcnn/false_negative": 0.09252389388657445, "mask_rcnn/false_positive": 0.14592380982733472, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.5, "time": 0.8009871151298285, "total_loss": 1.668321730903699} {"data_time": 0.016400335356593132, "eta_seconds": 92330.78734259773, "iteration": 151779, "loss_fcos_cls": 0.2643879500683397, "loss_fcos_ctr": 0.6189682064577937, "loss_fcos_loc": 0.2030731332488358, "loss_mask": 0.2760128974914551, "loss_maskiou": 0.005527325854927767, "loss_sem_seg": 0.2810380468145013, "lr": 0.01, "mask_rcnn/accuracy": 0.8662502430681738, "mask_rcnn/false_negative": 0.1189753844097329, "mask_rcnn/false_positive": 0.13862858756623558, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7785146469250321, "total_loss": 1.6578277027510921} {"data_time": 0.015953661873936653, "eta_seconds": 92255.74722968321, "iteration": 151799, "loss_fcos_cls": 0.2658003461547196, "loss_fcos_ctr": 0.6210690438747406, "loss_fcos_loc": 0.19977555610239506, "loss_mask": 0.26819804683327675, "loss_maskiou": 0.006018004642101005, "loss_sem_seg": 0.3200904671102762, "lr": 0.01, "mask_rcnn/accuracy": 0.8742866063152008, "mask_rcnn/false_negative": 0.09960032914055553, "mask_rcnn/false_positive": 0.11709702320643306, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7703434098511934, "total_loss": 1.7023303121968638} {"data_time": 0.01604791171848774, "eta_seconds": 92354.67964489572, "iteration": 151819, "loss_fcos_cls": 0.26043484755791724, "loss_fcos_ctr": 0.6223080535419285, "loss_fcos_loc": 0.19744673185050488, "loss_mask": 0.2777587273158133, "loss_maskiou": 0.005742745019233553, "loss_sem_seg": 0.2684060838073492, "lr": 0.01, "mask_rcnn/accuracy": 0.8775600452445129, "mask_rcnn/false_negative": 0.09758906335271358, "mask_rcnn/false_positive": 0.14346325809475735, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7856917241588235, "total_loss": 1.6422076753224246} {"data_time": 0.016701691783964634, "eta_seconds": 92345.82361492887, "iteration": 151839, "loss_fcos_cls": 0.2591102959122509, "loss_fcos_ctr": 0.6212813062593341, "loss_fcos_loc": 0.19810886052437127, "loss_mask": 0.28351961309090257, "loss_maskiou": 0.005958706911769696, "loss_sem_seg": 0.2834488039370626, "lr": 0.01, "mask_rcnn/accuracy": 0.8747233482434069, "mask_rcnn/false_negative": 0.08496823176877055, "mask_rcnn/false_positive": 0.1709533219132395, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7665898529812694, "total_loss": 1.6668735281709814} {"data_time": 0.017284455709159374, "eta_seconds": 92315.36823762394, "iteration": 151859, "loss_fcos_cls": 0.27780216047540307, "loss_fcos_ctr": 0.6213488113135099, "loss_fcos_loc": 0.19746800418943167, "loss_mask": 0.2765734698623419, "loss_maskiou": 0.006058463379304158, "loss_sem_seg": 0.27763842698186636, "lr": 0.01, "mask_rcnn/accuracy": 0.8924562682215744, "mask_rcnn/false_negative": 0.08072784393003675, "mask_rcnn/false_positive": 0.13483118487416373, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.772028099745512, "total_loss": 1.6402103538421215} {"data_time": 0.017229520715773106, "eta_seconds": 92307.7915598508, "iteration": 151879, "loss_fcos_cls": 0.26370648795273155, "loss_fcos_ctr": 0.620056624757126, "loss_fcos_loc": 0.20424127124715596, "loss_mask": 0.27780050970613956, "loss_maskiou": 0.006115998585300986, "loss_sem_seg": 0.31560925161466, "lr": 0.01, "mask_rcnn/accuracy": 0.8559418767507003, "mask_rcnn/false_negative": 0.12395552192403977, "mask_rcnn/false_positive": 0.168515430902662, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.7783028436824679, "total_loss": 1.689816945036} {"data_time": 0.017060037702322006, "eta_seconds": 92339.97281673085, "iteration": 151899, "loss_fcos_cls": 0.25860975170508027, "loss_fcos_ctr": 0.6232345150783658, "loss_fcos_loc": 0.20531230489723384, "loss_mask": 0.2750109313055873, "loss_maskiou": 0.005372357452870347, "loss_sem_seg": 0.30840865755453706, "lr": 0.01, "mask_rcnn/accuracy": 0.8653486202347124, "mask_rcnn/false_negative": 0.11068358236976727, "mask_rcnn/false_positive": 0.15692674811299323, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.5, "time": 0.8158858437091112, "total_loss": 1.6626343024763628} {"data_time": 0.01578695233911276, "eta_seconds": 92355.65634166542, "iteration": 151919, "loss_fcos_cls": 0.2592061806935817, "loss_fcos_ctr": 0.6177536193281412, "loss_fcos_loc": 0.19479934079572558, "loss_mask": 0.2785673029720783, "loss_maskiou": 0.00563812749896897, "loss_sem_seg": 0.2703249300830066, "lr": 0.01, "mask_rcnn/accuracy": 0.8853769756595693, "mask_rcnn/false_negative": 0.08921845924613295, "mask_rcnn/false_positive": 0.1514221071813906, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.0, "time": 0.7749551264569163, "total_loss": 1.6098427223041654} {"data_time": 0.01573733240365982, "eta_seconds": 92331.14477956388, "iteration": 151939, "loss_fcos_cls": 0.26307199837174267, "loss_fcos_ctr": 0.6207540831528604, "loss_fcos_loc": 0.20180203689960763, "loss_mask": 0.2685688524506986, "loss_maskiou": 0.005510801282071043, "loss_sem_seg": 0.29736039461568, "lr": 0.01, "mask_rcnn/accuracy": 0.8922197042588748, "mask_rcnn/false_negative": 0.10998105700819877, "mask_rcnn/false_positive": 0.14123282185457442, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.0, "time": 0.7775588296353817, "total_loss": 1.6363918406277662} {"data_time": 0.015454061329364777, "eta_seconds": 92324.37081517372, "iteration": 151959, "loss_fcos_cls": 0.2607102687470615, "loss_fcos_ctr": 0.6201911438256502, "loss_fcos_loc": 0.19425279251299798, "loss_mask": 0.272056782618165, "loss_maskiou": 0.005984496106975712, "loss_sem_seg": 0.3071539052762091, "lr": 0.01, "mask_rcnn/accuracy": 0.8730037834390513, "mask_rcnn/false_negative": 0.10942098425101957, "mask_rcnn/false_positive": 0.1568176604038565, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.0, "time": 0.7843366144225001, "total_loss": 1.6397468921059044} {"data_time": 0.015748780220746994, "eta_seconds": 92362.23904339038, "iteration": 151979, "loss_fcos_cls": 0.26835545036010444, "loss_fcos_ctr": 0.6214640997350216, "loss_fcos_loc": 0.19649079255759716, "loss_mask": 0.2694172030314803, "loss_maskiou": 0.005630168438074179, "loss_sem_seg": 0.3435114985331893, "lr": 0.01, "mask_rcnn/accuracy": 0.8581314281575794, "mask_rcnn/false_negative": 0.10755779585878708, "mask_rcnn/false_positive": 0.17808260533503206, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.75, "time": 0.7864551655948162, "total_loss": 1.7308015036906} {"data_time": 0.016681615263223648, "eta_seconds": 92346.58721209876, "iteration": 151999, "loss_fcos_cls": 0.2680268024560064, "loss_fcos_ctr": 0.6219290962908417, "loss_fcos_loc": 0.19928375136805698, "loss_mask": 0.26977636897936463, "loss_maskiou": 0.005463173918542452, "loss_sem_seg": 0.2865194818004966, "lr": 0.01, "mask_rcnn/accuracy": 0.8792705855165099, "mask_rcnn/false_negative": 0.10836262628246424, "mask_rcnn/false_positive": 0.1255256406484281, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.25, "time": 0.7800531769171357, "total_loss": 1.6507264106821822} {"data_time": 0.015420111827552319, "eta_seconds": 92272.18143926561, "iteration": 152019, "loss_fcos_cls": 0.2666036474984139, "loss_fcos_ctr": 0.6219545640051365, "loss_fcos_loc": 0.20637097244616598, "loss_mask": 0.27290033735334873, "loss_maskiou": 0.006188969680806622, "loss_sem_seg": 0.274780148640275, "lr": 0.01, "mask_rcnn/accuracy": 0.867049451768285, "mask_rcnn/false_negative": 0.10714241937132635, "mask_rcnn/false_positive": 0.16510989341586974, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.75, "time": 0.7697336822748184, "total_loss": 1.6567665690818103} {"data_time": 0.015248475596308708, "eta_seconds": 92252.93847538251, "iteration": 152039, "loss_fcos_cls": 0.24387290887534618, "loss_fcos_ctr": 0.6196832610294223, "loss_fcos_loc": 0.20139546756399795, "loss_mask": 0.2607189426198602, "loss_maskiou": 0.006465762897278182, "loss_sem_seg": 0.30456212465651333, "lr": 0.01, "mask_rcnn/accuracy": 0.8786736038288834, "mask_rcnn/false_negative": 0.09126172075573899, "mask_rcnn/false_positive": 0.14997286473723884, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 24.5, "time": 0.7793665183708072, "total_loss": 1.6691189868724905} {"data_time": 0.01418048795312643, "eta_seconds": 92232.84074079711, "iteration": 152059, "loss_fcos_cls": 0.258137529483065, "loss_fcos_ctr": 0.6186826922930777, "loss_fcos_loc": 0.19061511382460594, "loss_mask": 0.26161785144358873, "loss_maskiou": 0.0055599367478862405, "loss_sem_seg": 0.2776324632577598, "lr": 0.01, "mask_rcnn/accuracy": 0.8914128151260504, "mask_rcnn/false_negative": 0.09758825194451594, "mask_rcnn/false_positive": 0.1251959584359623, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.7853687759488821, "total_loss": 1.6487783851625863} {"data_time": 0.01932175550609827, "eta_seconds": 92217.20023567323, "iteration": 152079, "loss_fcos_cls": 0.2620502260979265, "loss_fcos_ctr": 0.6211466635577381, "loss_fcos_loc": 0.20232531079091132, "loss_mask": 0.27539031207561493, "loss_maskiou": 0.005457803912577219, "loss_sem_seg": 0.2999011662323028, "lr": 0.01, "mask_rcnn/accuracy": 0.8719813956510439, "mask_rcnn/false_negative": 0.08974769276650094, "mask_rcnn/false_positive": 0.16608695950460847, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.5, "time": 0.7802898166701198, "total_loss": 1.6875666849809932} {"data_time": 0.015166168101131916, "eta_seconds": 92161.1542148944, "iteration": 152099, "loss_fcos_cls": 0.26921445271000266, "loss_fcos_ctr": 0.6187799875624478, "loss_fcos_loc": 0.18995783431455493, "loss_mask": 0.27548470813781023, "loss_maskiou": 0.005890473854378797, "loss_sem_seg": 0.2752920310012996, "lr": 0.01, "mask_rcnn/accuracy": 0.8855045984316171, "mask_rcnn/false_negative": 0.10463302577980532, "mask_rcnn/false_positive": 0.1421026178556136, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 25.25, "time": 0.7729249615222216, "total_loss": 1.6283391524775652} {"data_time": 0.015754051506519318, "eta_seconds": 92185.91922542546, "iteration": 152119, "loss_fcos_cls": 0.2766439176630229, "loss_fcos_ctr": 0.6235327054746449, "loss_fcos_loc": 0.2111085600918159, "loss_mask": 0.2835693312808871, "loss_maskiou": 0.005864380338607589, "loss_sem_seg": 0.27039681281894445, "lr": 0.01, "mask_rcnn/accuracy": 0.8891123273673751, "mask_rcnn/false_negative": 0.0874427294338062, "mask_rcnn/false_positive": 0.14182939865014965, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.0, "time": 0.7903075590729713, "total_loss": 1.692590174396173} {"data_time": 0.01619182527065277, "eta_seconds": 92112.53500722907, "iteration": 152139, "loss_fcos_cls": 0.25813159346580505, "loss_fcos_ctr": 0.619662944227457, "loss_fcos_loc": 0.20407353341579437, "loss_mask": 0.2855066917836666, "loss_maskiou": 0.006217922520590946, "loss_sem_seg": 0.27775792637839913, "lr": 0.01, "mask_rcnn/accuracy": 0.8946790242070854, "mask_rcnn/false_negative": 0.10431444395519462, "mask_rcnn/false_positive": 0.12095557938124248, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.7700987383723259, "total_loss": 1.6580854573403485} {"data_time": 0.015290221199393272, "eta_seconds": 92159.09091036487, "iteration": 152159, "loss_fcos_cls": 0.25542298541404307, "loss_fcos_ctr": 0.6162777710705996, "loss_fcos_loc": 0.1985906147165224, "loss_mask": 0.2712737461552024, "loss_maskiou": 0.005958350928267464, "loss_sem_seg": 0.29991670162416995, "lr": 0.01, "mask_rcnn/accuracy": 0.8771423847316704, "mask_rcnn/false_negative": 0.09153901360588229, "mask_rcnn/false_positive": 0.13601758084675303, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.796854036860168, "total_loss": 1.6825264131621225} {"data_time": 0.016700176522135735, "eta_seconds": 92098.61961097084, "iteration": 152179, "loss_fcos_cls": 0.2602769952500239, "loss_fcos_ctr": 0.6198792168870568, "loss_fcos_loc": 0.19218471308704466, "loss_mask": 0.2845599986612797, "loss_maskiou": 0.006071345691452734, "loss_sem_seg": 0.2976486422121525, "lr": 0.01, "mask_rcnn/accuracy": 0.870611729540301, "mask_rcnn/false_negative": 0.09450290192114963, "mask_rcnn/false_positive": 0.15659925051706344, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.0, "time": 0.7699472410604358, "total_loss": 1.6826673953837599} {"data_time": 0.017184032127261162, "eta_seconds": 92059.10039798543, "iteration": 152199, "loss_fcos_cls": 0.253766015637666, "loss_fcos_ctr": 0.6209656004793942, "loss_fcos_loc": 0.20317966328002512, "loss_mask": 0.27021334785968065, "loss_maskiou": 0.005173129844479263, "loss_sem_seg": 0.31287048291414976, "lr": 0.01, "mask_rcnn/accuracy": 0.888325037332006, "mask_rcnn/false_negative": 0.08473462253324968, "mask_rcnn/false_positive": 0.1260194958162521, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.5, "time": 0.7837565178051591, "total_loss": 1.667668143476476} {"data_time": 0.015712185762822628, "eta_seconds": 92043.4708022438, "iteration": 152219, "loss_fcos_cls": 0.2591857388615608, "loss_fcos_ctr": 0.6222975179553032, "loss_fcos_loc": 0.20318798813968897, "loss_mask": 0.28396036103367805, "loss_maskiou": 0.00634338975942228, "loss_sem_seg": 0.29134971648454666, "lr": 0.01, "mask_rcnn/accuracy": 0.8977572705789143, "mask_rcnn/false_negative": 0.08529983232217764, "mask_rcnn/false_positive": 0.14188752095144358, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.0, "time": 0.7710874332115054, "total_loss": 1.698424818489002} {"data_time": 0.01491073239594698, "eta_seconds": 92026.46304958127, "iteration": 152239, "loss_fcos_cls": 0.2712863218039274, "loss_fcos_ctr": 0.6193182421848178, "loss_fcos_loc": 0.20190065074712038, "loss_mask": 0.2661485797725618, "loss_maskiou": 0.005364143813494593, "loss_sem_seg": 0.29715732019394636, "lr": 0.01, "mask_rcnn/accuracy": 0.8682687017114539, "mask_rcnn/false_negative": 0.1313372401660967, "mask_rcnn/false_positive": 0.14092680940759428, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.0, "time": 0.7775628641247749, "total_loss": 1.6711344126451877} {"data_time": 0.01796143688261509, "eta_seconds": 92029.86691905186, "iteration": 152259, "loss_fcos_cls": 0.26298889331519604, "loss_fcos_ctr": 0.6215629912912846, "loss_fcos_loc": 0.1999960825778544, "loss_mask": 0.2856823932379484, "loss_maskiou": 0.006291514524491504, "loss_sem_seg": 0.28589754551649094, "lr": 0.01, "mask_rcnn/accuracy": 0.86925338161895, "mask_rcnn/false_negative": 0.12087387834166363, "mask_rcnn/false_positive": 0.1362943891405859, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.786699484102428, "total_loss": 1.6740949747036211} {"data_time": 0.015918610617518425, "eta_seconds": 91995.204326218, "iteration": 152279, "loss_fcos_cls": 0.25840055337175727, "loss_fcos_ctr": 0.6206800434738398, "loss_fcos_loc": 0.19894609809853137, "loss_mask": 0.27505612140521407, "loss_maskiou": 0.005886196348001249, "loss_sem_seg": 0.27998458687216043, "lr": 0.01, "mask_rcnn/accuracy": 0.90025708119099, "mask_rcnn/false_negative": 0.09157739334456676, "mask_rcnn/false_positive": 0.12076428240819434, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.0, "time": 0.7872335314750671, "total_loss": 1.6643401381334115} {"data_time": 0.015552814118564129, "eta_seconds": 91932.53739537671, "iteration": 152299, "loss_fcos_cls": 0.271651120739989, "loss_fcos_ctr": 0.6221563788130879, "loss_fcos_loc": 0.20542140398174524, "loss_mask": 0.27959891967475414, "loss_maskiou": 0.005675890934071504, "loss_sem_seg": 0.298668859526515, "lr": 0.01, "mask_rcnn/accuracy": 0.8687356192476992, "mask_rcnn/false_negative": 0.11244279051396106, "mask_rcnn/false_positive": 0.1308596136069659, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.0, "time": 0.7711441004648805, "total_loss": 1.6880515835946426} {"data_time": 0.01530794333666563, "eta_seconds": 92004.4794674255, "iteration": 152319, "loss_fcos_cls": 0.2692101125139743, "loss_fcos_ctr": 0.622375181876123, "loss_fcos_loc": 0.20807082229293883, "loss_mask": 0.26603475119918585, "loss_maskiou": 0.0058685879776021466, "loss_sem_seg": 0.2680109045468271, "lr": 0.01, "mask_rcnn/accuracy": 0.8809369054135063, "mask_rcnn/false_negative": 0.08476943449557026, "mask_rcnn/false_positive": 0.14453857295399347, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.8064869120717049, "total_loss": 1.6518915394117357} {"data_time": 0.01620460394769907, "eta_seconds": 91998.67794339824, "iteration": 152339, "loss_fcos_cls": 0.2732772345189005, "loss_fcos_ctr": 0.6259801457636058, "loss_fcos_loc": 0.21733201551251113, "loss_mask": 0.28155105002224445, "loss_maskiou": 0.00588423757290002, "loss_sem_seg": 0.2916010897606611, "lr": 0.01, "mask_rcnn/accuracy": 0.8791778123867102, "mask_rcnn/false_negative": 0.09684354795631492, "mask_rcnn/false_positive": 0.13541492248595288, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7814644603058696, "total_loss": 1.6826107969973236} {"data_time": 0.016871124505996704, "eta_seconds": 91992.3927573841, "iteration": 152359, "loss_fcos_cls": 0.2576088672503829, "loss_fcos_ctr": 0.6194225009530783, "loss_fcos_loc": 0.1899601174518466, "loss_mask": 0.26691398303955793, "loss_maskiou": 0.005240259823040105, "loss_sem_seg": 0.2888181107118726, "lr": 0.01, "mask_rcnn/accuracy": 0.8983858300264551, "mask_rcnn/false_negative": 0.08688686472502552, "mask_rcnn/false_positive": 0.107546390397604, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.5, "time": 0.7849806044250727, "total_loss": 1.6199826781394222} {"data_time": 0.015059894882142544, "eta_seconds": 91982.59265881497, "iteration": 152379, "loss_fcos_cls": 0.25734379631467164, "loss_fcos_ctr": 0.6203638007864356, "loss_fcos_loc": 0.19942589988932014, "loss_mask": 0.28491611313074827, "loss_maskiou": 0.007131369260605425, "loss_sem_seg": 0.3093604436144233, "lr": 0.01, "mask_rcnn/accuracy": 0.8745091163245925, "mask_rcnn/false_negative": 0.10723223598230194, "mask_rcnn/false_positive": 0.1390868230943614, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7833993434906006, "total_loss": 1.6752577088627731} {"data_time": 0.017675009556114674, "eta_seconds": 91941.93446562067, "iteration": 152399, "loss_fcos_cls": 0.24868822656571865, "loss_fcos_ctr": 0.6209281515330076, "loss_fcos_loc": 0.19818607904016972, "loss_mask": 0.2649598428979516, "loss_maskiou": 0.005250990143395029, "loss_sem_seg": 0.28826273418962955, "lr": 0.01, "mask_rcnn/accuracy": 0.889388463718821, "mask_rcnn/false_negative": 0.09133430842099355, "mask_rcnn/false_positive": 0.14350674022360527, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7812148295342922, "total_loss": 1.6372035137901548} {"data_time": 0.016187268309295177, "eta_seconds": 91926.29821516946, "iteration": 152419, "loss_fcos_cls": 0.27126929140649736, "loss_fcos_ctr": 0.6222523003816605, "loss_fcos_loc": 0.2045235347468406, "loss_mask": 0.280866039916873, "loss_maskiou": 0.00612517634544929, "loss_sem_seg": 0.30079110572114587, "lr": 0.01, "mask_rcnn/accuracy": 0.8620354690126315, "mask_rcnn/false_negative": 0.11775392651077563, "mask_rcnn/false_positive": 0.15929226662718815, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.75, "time": 0.7840044815093279, "total_loss": 1.6957831899781013} {"data_time": 0.014142083004117012, "eta_seconds": 91920.48833261523, "iteration": 152439, "loss_fcos_cls": 0.2773797628469765, "loss_fcos_ctr": 0.6199637865647674, "loss_fcos_loc": 0.2006657305173576, "loss_mask": 0.2903580628335476, "loss_maskiou": 0.006335810670861974, "loss_sem_seg": 0.2991086724214256, "lr": 0.01, "mask_rcnn/accuracy": 0.8566639813820265, "mask_rcnn/false_negative": 0.09520466443974325, "mask_rcnn/false_positive": 0.14691083038808112, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.782372628338635, "total_loss": 1.7055543547321577} {"data_time": 0.016687124967575073, "eta_seconds": 91904.85041045863, "iteration": 152459, "loss_fcos_cls": 0.2582726685795933, "loss_fcos_ctr": 0.6199258221313357, "loss_fcos_loc": 0.19783831713721156, "loss_mask": 0.2685477612540126, "loss_maskiou": 0.005991542027913965, "loss_sem_seg": 0.28999364422634244, "lr": 0.01, "mask_rcnn/accuracy": 0.8734399387460612, "mask_rcnn/false_negative": 0.1012756570493291, "mask_rcnn/false_positive": 0.16699318100748983, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7765670819208026, "total_loss": 1.6604043489132891} {"data_time": 0.015091522596776485, "eta_seconds": 91889.21248830203, "iteration": 152479, "loss_fcos_cls": 0.27004517894238234, "loss_fcos_ctr": 0.6198579128831625, "loss_fcos_loc": 0.20030015567317605, "loss_mask": 0.27541506476700306, "loss_maskiou": 0.005282024212647229, "loss_sem_seg": 0.29469418292865157, "lr": 0.01, "mask_rcnn/accuracy": 0.8781982942430704, "mask_rcnn/false_negative": 0.09600640520588204, "mask_rcnn/false_positive": 0.14193788134991675, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.7737579019740224, "total_loss": 1.663424726597441} {"data_time": 0.017959068529307842, "eta_seconds": 91882.91617195867, "iteration": 152499, "loss_fcos_cls": 0.27003540471196175, "loss_fcos_ctr": 0.6214999733492732, "loss_fcos_loc": 0.2006142409518361, "loss_mask": 0.26455454295501113, "loss_maskiou": 0.006286747942795046, "loss_sem_seg": 0.30170663888566196, "lr": 0.01, "mask_rcnn/accuracy": 0.8699330796148246, "mask_rcnn/false_negative": 0.09885423400777789, "mask_rcnn/false_positive": 0.13838393735940985, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.7849256442859769, "total_loss": 1.6852348664251622} {"data_time": 0.015539380721747875, "eta_seconds": 91876.81908902992, "iteration": 152519, "loss_fcos_cls": 0.2826578493695706, "loss_fcos_ctr": 0.6187666347250342, "loss_fcos_loc": 0.20032376563176513, "loss_mask": 0.27684496715664864, "loss_maskiou": 0.006485885591246188, "loss_sem_seg": 0.2860367791727185, "lr": 0.01, "mask_rcnn/accuracy": 0.9007843063965513, "mask_rcnn/false_negative": 0.06581759091145523, "mask_rcnn/false_positive": 0.1449823813841493, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.0, "time": 0.784746783785522, "total_loss": 1.6767760371949407} {"data_time": 0.016930184327065945, "eta_seconds": 91855.45817340445, "iteration": 152539, "loss_fcos_cls": 0.2654423867352307, "loss_fcos_ctr": 0.6243472695350647, "loss_fcos_loc": 0.2061944412998855, "loss_mask": 0.2811156865209341, "loss_maskiou": 0.006253447048948146, "loss_sem_seg": 0.30232361890375614, "lr": 0.01, "mask_rcnn/accuracy": 0.8618908927207246, "mask_rcnn/false_negative": 0.09436516831559535, "mask_rcnn/false_positive": 0.14454294782512545, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7648557480424643, "total_loss": 1.6946511415517307} {"data_time": 0.018148545175790787, "eta_seconds": 91794.2054929398, "iteration": 152559, "loss_fcos_cls": 0.2556997276842594, "loss_fcos_ctr": 0.6184848044067621, "loss_fcos_loc": 0.1914578303694725, "loss_mask": 0.2821044037118554, "loss_maskiou": 0.005815069845994003, "loss_sem_seg": 0.27786001889035106, "lr": 0.01, "mask_rcnn/accuracy": 0.8860860316348762, "mask_rcnn/false_negative": 0.09655852569437716, "mask_rcnn/false_positive": 0.1329766531636154, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.25, "time": 0.7703709183260798, "total_loss": 1.6329433427090407} {"data_time": 0.017770029604434967, "eta_seconds": 91811.02287751902, "iteration": 152579, "loss_fcos_cls": 0.271681159210857, "loss_fcos_ctr": 0.6212359359487891, "loss_fcos_loc": 0.20723225316032767, "loss_mask": 0.2803150750696659, "loss_maskiou": 0.005489093622600194, "loss_sem_seg": 0.28368024760857224, "lr": 0.01, "mask_rcnn/accuracy": 0.8918717226473923, "mask_rcnn/false_negative": 0.08625367850241604, "mask_rcnn/false_positive": 0.12918148089092135, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7899704109877348, "total_loss": 1.661006287948112} {"data_time": 0.015416888520121574, "eta_seconds": 91694.54287873395, "iteration": 152599, "loss_fcos_cls": 0.2788950917311013, "loss_fcos_ctr": 0.6236476418562233, "loss_fcos_loc": 0.19668376026675105, "loss_mask": 0.27195921540260315, "loss_maskiou": 0.006212990552739939, "loss_sem_seg": 0.3161217630840838, "lr": 0.01, "mask_rcnn/accuracy": 0.9021751476601545, "mask_rcnn/false_negative": 0.07856279003766299, "mask_rcnn/false_positive": 0.11596681502309893, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7745164521038532, "total_loss": 1.7200993554433808} {"data_time": 0.016564752906560898, "eta_seconds": 91710.7474690117, "iteration": 152619, "loss_fcos_cls": 0.2920569172129035, "loss_fcos_ctr": 0.6206358782947063, "loss_fcos_loc": 0.20871152891777456, "loss_mask": 0.2743626805022359, "loss_maskiou": 0.006476904847659171, "loss_sem_seg": 0.3047832518350333, "lr": 0.01, "mask_rcnn/accuracy": 0.8801929447151995, "mask_rcnn/false_negative": 0.11920253905427619, "mask_rcnn/false_positive": 0.13642800704560354, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7860715668648481, "total_loss": 1.709087358591205} {"data_time": 0.016146010719239712, "eta_seconds": 91721.84953875653, "iteration": 152639, "loss_fcos_cls": 0.26334777765441686, "loss_fcos_ctr": 0.6193560976535082, "loss_fcos_loc": 0.2035206026630476, "loss_mask": 0.27358822245150805, "loss_maskiou": 0.0056300907308468595, "loss_sem_seg": 0.3298546904698014, "lr": 0.01, "mask_rcnn/accuracy": 0.86517077937394, "mask_rcnn/false_negative": 0.12446157069319291, "mask_rcnn/false_positive": 0.14403593507440327, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7883864380419254, "total_loss": 1.6952125859897933} {"data_time": 0.0167878782376647, "eta_seconds": 91679.49513772503, "iteration": 152659, "loss_fcos_cls": 0.2751269922591746, "loss_fcos_ctr": 0.6223325952887535, "loss_fcos_loc": 0.21019718539901078, "loss_mask": 0.2710229493677616, "loss_maskiou": 0.005904118144826498, "loss_sem_seg": 0.3136208853684366, "lr": 0.01, "mask_rcnn/accuracy": 0.8769181540211903, "mask_rcnn/false_negative": 0.0900882109687463, "mask_rcnn/false_positive": 0.17246322864602298, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7788853477686644, "total_loss": 1.6816564134933287} {"data_time": 0.017242325469851494, "eta_seconds": 91742.2839208385, "iteration": 152679, "loss_fcos_cls": 0.26757806865498424, "loss_fcos_ctr": 0.620226870290935, "loss_fcos_loc": 0.20185438345652074, "loss_mask": 0.2665911568328738, "loss_maskiou": 0.005668909187079407, "loss_sem_seg": 0.29969567677471787, "lr": 0.01, "mask_rcnn/accuracy": 0.8917216526033491, "mask_rcnn/false_negative": 0.10413150548431319, "mask_rcnn/false_positive": 0.09722848106286201, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 40.0, "time": 0.7931502750143409, "total_loss": 1.6489415331016062} {"data_time": 0.015317552722990513, "eta_seconds": 91650.26842851378, "iteration": 152699, "loss_fcos_cls": 0.27395052881911397, "loss_fcos_ctr": 0.6192520344629884, "loss_fcos_loc": 0.19901249883696437, "loss_mask": 0.2787983166053891, "loss_maskiou": 0.006335021433187649, "loss_sem_seg": 0.3286600625142455, "lr": 0.01, "mask_rcnn/accuracy": 0.8712470005125338, "mask_rcnn/false_negative": 0.09787687358479791, "mask_rcnn/false_positive": 0.1516121791130083, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.7653788952156901, "total_loss": 1.7052070280478802} {"data_time": 0.017032179981470108, "eta_seconds": 91621.07686710544, "iteration": 152719, "loss_fcos_cls": 0.27142182481475174, "loss_fcos_ctr": 0.620306957513094, "loss_fcos_loc": 0.2002255223924294, "loss_mask": 0.267527524381876, "loss_maskiou": 0.005472335025842767, "loss_sem_seg": 0.2998634451068938, "lr": 0.01, "mask_rcnn/accuracy": 0.8751915824990076, "mask_rcnn/false_negative": 0.10146161516516712, "mask_rcnn/false_positive": 0.14934683451347372, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 38.0, "time": 0.7695218306034803, "total_loss": 1.6863825689069927} {"data_time": 0.016064024530351162, "eta_seconds": 91643.69593616389, "iteration": 152739, "loss_fcos_cls": 0.2713286094367504, "loss_fcos_ctr": 0.6200329712592065, "loss_fcos_loc": 0.20094284700462595, "loss_mask": 0.2818934707902372, "loss_maskiou": 0.006008379208651604, "loss_sem_seg": 0.2816657582297921, "lr": 0.01, "mask_rcnn/accuracy": 0.874758581201341, "mask_rcnn/false_negative": 0.10059038979550655, "mask_rcnn/false_positive": 0.17802547668225766, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7812280999496579, "total_loss": 1.659710408806859} {"data_time": 0.01656203158199787, "eta_seconds": 91601.36430950835, "iteration": 152759, "loss_fcos_cls": 0.26017265929840505, "loss_fcos_ctr": 0.6223351540975273, "loss_fcos_loc": 0.1996297249570489, "loss_mask": 0.2739096526056528, "loss_maskiou": 0.0060480925312731415, "loss_sem_seg": 0.2878442136570811, "lr": 0.01, "mask_rcnn/accuracy": 0.8946523053665911, "mask_rcnn/false_negative": 0.06546156895805968, "mask_rcnn/false_positive": 0.164406385707321, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.7734566936269403, "total_loss": 1.655586256776587} {"data_time": 0.01661911327391863, "eta_seconds": 91585.73814386502, "iteration": 152779, "loss_fcos_cls": 0.2665533870458603, "loss_fcos_ctr": 0.621338692959398, "loss_fcos_loc": 0.19970393704716116, "loss_mask": 0.2970616389065981, "loss_maskiou": 0.006938433754839934, "loss_sem_seg": 0.29711676901206374, "lr": 0.01, "mask_rcnn/accuracy": 0.8665011654050663, "mask_rcnn/false_negative": 0.10745644239603994, "mask_rcnn/false_positive": 0.1616068204789845, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.780980090610683, "total_loss": 1.7155642878642539} {"data_time": 0.016306903213262558, "eta_seconds": 91572.13587343879, "iteration": 152799, "loss_fcos_cls": 0.2599877007305622, "loss_fcos_ctr": 0.6209346405230463, "loss_fcos_loc": 0.19745444471482188, "loss_mask": 0.26453369529917836, "loss_maskiou": 0.005764820481999777, "loss_sem_seg": 0.295564291998744, "lr": 0.01, "mask_rcnn/accuracy": 0.8836554992066621, "mask_rcnn/false_negative": 0.08507737220776868, "mask_rcnn/false_positive": 0.14833543590653836, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 25.25, "time": 0.7803302984684706, "total_loss": 1.6609260461555095} {"data_time": 0.014918598346412182, "eta_seconds": 91511.66975909099, "iteration": 152819, "loss_fcos_cls": 0.26304172025993466, "loss_fcos_ctr": 0.6205003708600998, "loss_fcos_loc": 0.19818177248816937, "loss_mask": 0.26668686605989933, "loss_maskiou": 0.006114746975072194, "loss_sem_seg": 0.29354542400687933, "lr": 0.01, "mask_rcnn/accuracy": 0.8936801993524683, "mask_rcnn/false_negative": 0.08384047807850767, "mask_rcnn/false_positive": 0.11460392753025644, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.25, "time": 0.7673969129100442, "total_loss": 1.6448273808637168} {"data_time": 0.01576963532716036, "eta_seconds": 91496.05090112612, "iteration": 152839, "loss_fcos_cls": 0.2552352393977344, "loss_fcos_ctr": 0.6224764212965965, "loss_fcos_loc": 0.18877766601508483, "loss_mask": 0.2548489850014448, "loss_maskiou": 0.005232007068116218, "loss_sem_seg": 0.30828096671029925, "lr": 0.01, "mask_rcnn/accuracy": 0.8832158920899187, "mask_rcnn/false_negative": 0.09743728404425944, "mask_rcnn/false_positive": 0.16053600486383063, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 25.0, "time": 0.7743242541328073, "total_loss": 1.6683042793156346} {"data_time": 0.015928491950035095, "eta_seconds": 91482.13666906301, "iteration": 152859, "loss_fcos_cls": 0.259774477686733, "loss_fcos_ctr": 0.6210725139826536, "loss_fcos_loc": 0.20806347066536546, "loss_mask": 0.28139101853594184, "loss_maskiou": 0.005244208361546043, "loss_sem_seg": 0.30507378093898296, "lr": 0.01, "mask_rcnn/accuracy": 0.892728073372206, "mask_rcnn/false_negative": 0.09331357795139311, "mask_rcnn/false_positive": 0.14208003167237593, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.75, "time": 0.7810921585187316, "total_loss": 1.6625809045108326} {"data_time": 0.015597034245729446, "eta_seconds": 91496.08328503557, "iteration": 152879, "loss_fcos_cls": 0.2625081504229456, "loss_fcos_ctr": 0.6230190545320511, "loss_fcos_loc": 0.211238315096125, "loss_mask": 0.2914986815303564, "loss_maskiou": 0.006631029129493982, "loss_sem_seg": 0.3026303038932383, "lr": 0.01, "mask_rcnn/accuracy": 0.8787604894565536, "mask_rcnn/false_negative": 0.09676479665555965, "mask_rcnn/false_positive": 0.16929634830736717, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.782830691896379, "total_loss": 1.6903497269086074} {"data_time": 0.02408142387866974, "eta_seconds": 91389.21013058629, "iteration": 152899, "loss_fcos_cls": 0.27710285648936406, "loss_fcos_ctr": 0.6222325228154659, "loss_fcos_loc": 0.21222982194740325, "loss_mask": 0.27951363753527403, "loss_maskiou": 0.006112721257522935, "loss_sem_seg": 0.27730798395350575, "lr": 0.01, "mask_rcnn/accuracy": 0.8806476757369615, "mask_rcnn/false_negative": 0.10062827013450829, "mask_rcnn/false_positive": 0.1280811916687393, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.0, "time": 0.7681386610493064, "total_loss": 1.6677860948984744} {"data_time": 0.01705042738467455, "eta_seconds": 91360.4812580254, "iteration": 152919, "loss_fcos_cls": 0.26364101411309093, "loss_fcos_ctr": 0.616433510556817, "loss_fcos_loc": 0.1925843076314777, "loss_mask": 0.27970197331160307, "loss_maskiou": 0.005592081608483568, "loss_sem_seg": 0.25616252794861794, "lr": 0.01, "mask_rcnn/accuracy": 0.8755771008507534, "mask_rcnn/false_negative": 0.09132571836005254, "mask_rcnn/false_positive": 0.14743712838566225, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.75, "time": 0.7772656278684735, "total_loss": 1.65687107825579} {"data_time": 0.01514663640409708, "eta_seconds": 91349.71391675621, "iteration": 152939, "loss_fcos_cls": 0.26899386278819293, "loss_fcos_ctr": 0.6238149469718337, "loss_fcos_loc": 0.2111752638593316, "loss_mask": 0.2707132613286376, "loss_maskiou": 0.006124675302999094, "loss_sem_seg": 0.3161431564949453, "lr": 0.01, "mask_rcnn/accuracy": 0.8745596716947648, "mask_rcnn/false_negative": 0.09866108553119651, "mask_rcnn/false_positive": 0.17118360685298467, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7856351584196091, "total_loss": 1.7285279719362734} {"data_time": 0.014920911751687527, "eta_seconds": 91331.58351841196, "iteration": 152959, "loss_fcos_cls": 0.27181402570568025, "loss_fcos_ctr": 0.6193466233089566, "loss_fcos_loc": 0.19573394511826336, "loss_mask": 0.26569266710430384, "loss_maskiou": 0.006196443646331318, "loss_sem_seg": 0.29806831246241927, "lr": 0.01, "mask_rcnn/accuracy": 0.8813874386964088, "mask_rcnn/false_negative": 0.10062839046056327, "mask_rcnn/false_positive": 0.1421640421125593, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.0, "time": 0.7866316381841898, "total_loss": 1.6532919871315244} {"data_time": 0.01657216716557741, "eta_seconds": 91315.97675095126, "iteration": 152979, "loss_fcos_cls": 0.25787860492710024, "loss_fcos_ctr": 0.6210991349071264, "loss_fcos_loc": 0.19802124821580946, "loss_mask": 0.27295273542404175, "loss_maskiou": 0.005989569450321142, "loss_sem_seg": 0.28709917585365474, "lr": 0.01, "mask_rcnn/accuracy": 0.8728717876039305, "mask_rcnn/false_negative": 0.07823685570720504, "mask_rcnn/false_positive": 0.17273589101378714, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.794946457259357, "total_loss": 1.6465587955754017} {"data_time": 0.015591435134410858, "eta_seconds": 91302.8923208788, "iteration": 152999, "loss_fcos_cls": 0.2773359287530184, "loss_fcos_ctr": 0.6226881928741932, "loss_fcos_loc": 0.19520697928965092, "loss_mask": 0.27074513118714094, "loss_maskiou": 0.005283234364469536, "loss_sem_seg": 0.3097081929445267, "lr": 0.01, "mask_rcnn/accuracy": 0.8903489967415538, "mask_rcnn/false_negative": 0.09544204133353716, "mask_rcnn/false_positive": 0.1335305042562472, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 22.75, "time": 0.7811816073954105, "total_loss": 1.672289611731685} {"data_time": 0.016381519846618176, "eta_seconds": 91284.76321602985, "iteration": 153019, "loss_fcos_cls": 0.2703885070513934, "loss_fcos_ctr": 0.6239998433738947, "loss_fcos_loc": 0.2198225138708949, "loss_mask": 0.27616699784994125, "loss_maskiou": 0.0058565057115629315, "loss_sem_seg": 0.2849830330815166, "lr": 0.01, "mask_rcnn/accuracy": 0.8965246015571438, "mask_rcnn/false_negative": 0.11262291386668077, "mask_rcnn/false_positive": 0.11747079391028636, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.0, "time": 0.7669242573902011, "total_loss": 1.6660367307340493} {"data_time": 0.016494103707373142, "eta_seconds": 91269.15644856915, "iteration": 153039, "loss_fcos_cls": 0.25716853071935475, "loss_fcos_ctr": 0.6184219820424914, "loss_fcos_loc": 0.19843994569964707, "loss_mask": 0.26933395490050316, "loss_maskiou": 0.005815550364786759, "loss_sem_seg": 0.2902900534681976, "lr": 0.01, "mask_rcnn/accuracy": 0.914644746787604, "mask_rcnn/false_negative": 0.07111879997427198, "mask_rcnn/false_positive": 0.11364919688168157, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.0, "time": 0.7772146007046103, "total_loss": 1.6419903667119797} {"data_time": 0.017908642999827862, "eta_seconds": 91242.86824423075, "iteration": 153059, "loss_fcos_cls": 0.2696986335795373, "loss_fcos_ctr": 0.6241368539631367, "loss_fcos_loc": 0.20631492853863165, "loss_mask": 0.2727212402969599, "loss_maskiou": 0.0057655320124467835, "loss_sem_seg": 0.295095918700099, "lr": 0.01, "mask_rcnn/accuracy": 0.8746737637362637, "mask_rcnn/false_negative": 0.10623043085064468, "mask_rcnn/false_positive": 0.1581223051290177, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7781612798571587, "total_loss": 1.6583887458691606} {"data_time": 0.015186131931841373, "eta_seconds": 91174.63304484542, "iteration": 153079, "loss_fcos_cls": 0.2657626054715365, "loss_fcos_ctr": 0.6221362957730889, "loss_fcos_loc": 0.19927464693319052, "loss_mask": 0.28195133432745934, "loss_maskiou": 0.006189420226291986, "loss_sem_seg": 0.2862906974623911, "lr": 0.01, "mask_rcnn/accuracy": 0.8808601394324853, "mask_rcnn/false_negative": 0.10232826480483989, "mask_rcnn/false_positive": 0.13541958012093164, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7690062215551734, "total_loss": 1.6724160760604718} {"data_time": 0.016571223735809326, "eta_seconds": 91193.83886763733, "iteration": 153099, "loss_fcos_cls": 0.25586645549628884, "loss_fcos_ctr": 0.6194734647870064, "loss_fcos_loc": 0.20182145526632667, "loss_mask": 0.27844579238444567, "loss_maskiou": 0.005764164357970003, "loss_sem_seg": 0.33071740344166756, "lr": 0.01, "mask_rcnn/accuracy": 0.8723833465425005, "mask_rcnn/false_negative": 0.09769297162809415, "mask_rcnn/false_positive": 0.15891690770737826, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.25, "time": 0.7673987755551934, "total_loss": 1.7144397409429075} {"data_time": 0.014755232259631157, "eta_seconds": 91143.44116894808, "iteration": 153119, "loss_fcos_cls": 0.27071539242751896, "loss_fcos_ctr": 0.6229893667623401, "loss_fcos_loc": 0.21071602567099035, "loss_mask": 0.2673512101173401, "loss_maskiou": 0.005866402745596133, "loss_sem_seg": 0.3060612715780735, "lr": 0.01, "mask_rcnn/accuracy": 0.8915737069475678, "mask_rcnn/false_negative": 0.07678680776075796, "mask_rcnn/false_positive": 0.1288527864371522, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7846047272905707, "total_loss": 1.7197632456663996} {"data_time": 0.01687019970268011, "eta_seconds": 91162.63508362602, "iteration": 153139, "loss_fcos_cls": 0.271091521717608, "loss_fcos_ctr": 0.6209678454324603, "loss_fcos_loc": 0.19648095197044313, "loss_mask": 0.2928112456575036, "loss_maskiou": 0.006136169715318829, "loss_sem_seg": 0.30902945320121944, "lr": 0.01, "mask_rcnn/accuracy": 0.8710030547545105, "mask_rcnn/false_negative": 0.09363264535524699, "mask_rcnn/false_positive": 0.15635420701507186, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7766441786661744, "total_loss": 1.6695262602370349} {"data_time": 0.016746162436902523, "eta_seconds": 91012.40478343796, "iteration": 153159, "loss_fcos_cls": 0.260879143839702, "loss_fcos_ctr": 0.6214360632002354, "loss_fcos_loc": 0.20131604583002627, "loss_mask": 0.27856763638556004, "loss_maskiou": 0.006384469772456214, "loss_sem_seg": 0.28046483895741403, "lr": 0.01, "mask_rcnn/accuracy": 0.8758715986394557, "mask_rcnn/false_negative": 0.09107460128256649, "mask_rcnn/false_positive": 0.15759042847037852, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.0, "time": 0.7845125244930387, "total_loss": 1.6367495934391627} {"data_time": 0.016111645847558975, "eta_seconds": 91157.59842368774, "iteration": 153179, "loss_fcos_cls": 0.27424528007395566, "loss_fcos_ctr": 0.6233304087072611, "loss_fcos_loc": 0.20760053861886263, "loss_mask": 0.2840978195890784, "loss_maskiou": 0.006316187587799504, "loss_sem_seg": 0.28110615024343133, "lr": 0.01, "mask_rcnn/accuracy": 0.8800935528476364, "mask_rcnn/false_negative": 0.09278839884293819, "mask_rcnn/false_positive": 0.14279597870628657, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.5, "time": 0.793443514034152, "total_loss": 1.7064039848446555} {"data_time": 0.018485786393284798, "eta_seconds": 91098.00633671973, "iteration": 153199, "loss_fcos_cls": 0.2562577655771747, "loss_fcos_ctr": 0.622315286193043, "loss_fcos_loc": 0.19985556369647384, "loss_mask": 0.2709120465442538, "loss_maskiou": 0.006011470963130705, "loss_sem_seg": 0.26070385752245784, "lr": 0.01, "mask_rcnn/accuracy": 0.8877031822344322, "mask_rcnn/false_negative": 0.09200770797955656, "mask_rcnn/false_positive": 0.12667756323751736, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.75, "time": 0.7774499347433448, "total_loss": 1.6175505342253018} {"data_time": 0.01604404393583536, "eta_seconds": 91128.18675848655, "iteration": 153219, "loss_fcos_cls": 0.271301495609805, "loss_fcos_ctr": 0.6211511353030801, "loss_fcos_loc": 0.20034430699888617, "loss_mask": 0.2823794297873974, "loss_maskiou": 0.005673830753949005, "loss_sem_seg": 0.2857539374381304, "lr": 0.01, "mask_rcnn/accuracy": 0.8872907970006184, "mask_rcnn/false_negative": 0.10286622188527353, "mask_rcnn/false_positive": 0.14141077751753467, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7855236120522022, "total_loss": 1.6646069238631753} {"data_time": 0.016668783500790596, "eta_seconds": 91112.58007816039, "iteration": 153239, "loss_fcos_cls": 0.25932924542576075, "loss_fcos_ctr": 0.6194911650381982, "loss_fcos_loc": 0.19324909761780873, "loss_mask": 0.2632590439170599, "loss_maskiou": 0.006313832651358098, "loss_sem_seg": 0.28760839253664017, "lr": 0.01, "mask_rcnn/accuracy": 0.8872044549527128, "mask_rcnn/false_negative": 0.07977733056312072, "mask_rcnn/false_positive": 0.18196113548748677, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7763791661709547, "total_loss": 1.625749915780034} {"data_time": 0.016896920278668404, "eta_seconds": 91096.97339783423, "iteration": 153259, "loss_fcos_cls": 0.27212567918468267, "loss_fcos_ctr": 0.6235054451972246, "loss_fcos_loc": 0.20726750954054296, "loss_mask": 0.27300976775586605, "loss_maskiou": 0.005388919889810495, "loss_sem_seg": 0.3043079236522317, "lr": 0.01, "mask_rcnn/accuracy": 0.8759414480077745, "mask_rcnn/false_negative": 0.10408130518827136, "mask_rcnn/false_positive": 0.13934987503451052, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.75, "time": 0.7854853523895144, "total_loss": 1.6757760081309243} {"data_time": 0.018205538392066956, "eta_seconds": 91079.5665643271, "iteration": 153279, "loss_fcos_cls": 0.2623772448860109, "loss_fcos_ctr": 0.623364033177495, "loss_fcos_loc": 0.2072816372383386, "loss_mask": 0.28836154472082853, "loss_maskiou": 0.006185419526445912, "loss_sem_seg": 0.31716333841905, "lr": 0.01, "mask_rcnn/accuracy": 0.8667347905071119, "mask_rcnn/false_negative": 0.10233525441828444, "mask_rcnn/false_positive": 0.16900362350084983, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.7732690339908004, "total_loss": 1.7022850831854157} {"data_time": 0.017255626618862152, "eta_seconds": 91072.42402749509, "iteration": 153299, "loss_fcos_cls": 0.28115895588416606, "loss_fcos_ctr": 0.6231594579294324, "loss_fcos_loc": 0.20873256959021091, "loss_mask": 0.26682539377361536, "loss_maskiou": 0.005917103851970751, "loss_sem_seg": 0.30808867467567325, "lr": 0.01, "mask_rcnn/accuracy": 0.8838474025974026, "mask_rcnn/false_negative": 0.10011516496596083, "mask_rcnn/false_positive": 0.1443898571451761, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7932064551860094, "total_loss": 1.7074177279137075} {"data_time": 0.016190207563340664, "eta_seconds": 91028.79994642735, "iteration": 153319, "loss_fcos_cls": 0.25743787130340934, "loss_fcos_ctr": 0.6255441475659609, "loss_fcos_loc": 0.2136504021473229, "loss_mask": 0.2809131592512131, "loss_maskiou": 0.005795522592961788, "loss_sem_seg": 0.318962081335485, "lr": 0.01, "mask_rcnn/accuracy": 0.8751594387755102, "mask_rcnn/false_negative": 0.09970342963730894, "mask_rcnn/false_positive": 0.1459867152383071, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7885155407711864, "total_loss": 1.733869555973797} {"data_time": 0.016380982473492622, "eta_seconds": 90988.81445576716, "iteration": 153339, "loss_fcos_cls": 0.26423948514275253, "loss_fcos_ctr": 0.6224799640476704, "loss_fcos_loc": 0.20277446787804365, "loss_mask": 0.27226689737290144, "loss_maskiou": 0.005701856352970935, "loss_sem_seg": 0.26764232059940696, "lr": 0.01, "mask_rcnn/accuracy": 0.882196477419388, "mask_rcnn/false_negative": 0.0774897470258514, "mask_rcnn/false_positive": 0.14356714411986937, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7628182722255588, "total_loss": 1.636858034922625} {"data_time": 0.016089356504380703, "eta_seconds": 90965.40150532499, "iteration": 153359, "loss_fcos_cls": 0.2630362641066313, "loss_fcos_ctr": 0.6208656765520573, "loss_fcos_loc": 0.20499117323197424, "loss_mask": 0.27838611928746104, "loss_maskiou": 0.005465411901241168, "loss_sem_seg": 0.29439564258791506, "lr": 0.01, "mask_rcnn/accuracy": 0.9080767304163806, "mask_rcnn/false_negative": 0.0963553346529814, "mask_rcnn/false_positive": 0.11218124396439273, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.5, "time": 0.7726876074448228, "total_loss": 1.6667650894160033} {"data_time": 0.018372245132923126, "eta_seconds": 90932.88120516576, "iteration": 153379, "loss_fcos_cls": 0.26516766188433394, "loss_fcos_ctr": 0.6195795936509967, "loss_fcos_loc": 0.201576640130952, "loss_mask": 0.27376937959343195, "loss_maskiou": 0.005784728069556877, "loss_sem_seg": 0.25188070931471884, "lr": 0.01, "mask_rcnn/accuracy": 0.87652693288854, "mask_rcnn/false_negative": 0.09750439028937558, "mask_rcnn/false_positive": 0.14803969321002747, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7826852174475789, "total_loss": 1.635437149896461} {"data_time": 0.018529838882386684, "eta_seconds": 90942.01793535892, "iteration": 153399, "loss_fcos_cls": 0.2829843187937513, "loss_fcos_ctr": 0.6224687388166785, "loss_fcos_loc": 0.2017456308240071, "loss_mask": 0.2777990149334073, "loss_maskiou": 0.005477743547089631, "loss_sem_seg": 0.28476294479332864, "lr": 0.01, "mask_rcnn/accuracy": 0.879608645783895, "mask_rcnn/false_negative": 0.09553619484091913, "mask_rcnn/false_positive": 0.1447856559094332, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.75, "time": 0.8009154684841633, "total_loss": 1.683809741618461} {"data_time": 0.015108750201761723, "eta_seconds": 90927.84250714164, "iteration": 153419, "loss_fcos_cls": 0.27335828775539994, "loss_fcos_ctr": 0.6219089236110449, "loss_fcos_loc": 0.20680679549695924, "loss_mask": 0.28110554860904813, "loss_maskiou": 0.005383978168538306, "loss_sem_seg": 0.3123246715404093, "lr": 0.01, "mask_rcnn/accuracy": 0.8769641738274256, "mask_rcnn/false_negative": 0.09891698375212915, "mask_rcnn/false_positive": 0.1448737482386309, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 31.5, "time": 0.7900098487734795, "total_loss": 1.7138283592357766} {"data_time": 0.0170475821942091, "eta_seconds": 90912.24342281278, "iteration": 153439, "loss_fcos_cls": 0.2606045051943511, "loss_fcos_ctr": 0.6196717312559485, "loss_fcos_loc": 0.1964655474293977, "loss_mask": 0.2691752705723047, "loss_maskiou": 0.005834880517795682, "loss_sem_seg": 0.2969324868172407, "lr": 0.01, "mask_rcnn/accuracy": 0.8764299140708915, "mask_rcnn/false_negative": 0.09922870901229056, "mask_rcnn/false_positive": 0.12005511335763225, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7788895713165402, "total_loss": 1.6463209852663567} {"data_time": 0.017188992351293564, "eta_seconds": 90900.72219203599, "iteration": 153459, "loss_fcos_cls": 0.2633782080374658, "loss_fcos_ctr": 0.6224600123241544, "loss_fcos_loc": 0.19930130196735263, "loss_mask": 0.274509709328413, "loss_maskiou": 0.0054175766636035405, "loss_sem_seg": 0.27015129709616303, "lr": 0.01, "mask_rcnn/accuracy": 0.8582648662276098, "mask_rcnn/false_negative": 0.10262071584571807, "mask_rcnn/false_positive": 0.16875249908335443, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.5, "time": 0.7773316781967878, "total_loss": 1.6269316074176459} {"data_time": 0.015599657781422138, "eta_seconds": 90885.12240789272, "iteration": 153479, "loss_fcos_cls": 0.2509813806973398, "loss_fcos_ctr": 0.6225514141842723, "loss_fcos_loc": 0.20022394321858883, "loss_mask": 0.25867407489567995, "loss_maskiou": 0.005926882855419535, "loss_sem_seg": 0.31005074083805084, "lr": 0.01, "mask_rcnn/accuracy": 0.8773624880862312, "mask_rcnn/false_negative": 0.11131340342477422, "mask_rcnn/false_positive": 0.12918563166497865, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7796627208590508, "total_loss": 1.6428027276779176} {"data_time": 0.015425588004291058, "eta_seconds": 90856.21900336817, "iteration": 153499, "loss_fcos_cls": 0.25881887262221426, "loss_fcos_ctr": 0.6207002121955156, "loss_fcos_loc": 0.19325799425132573, "loss_mask": 0.26069450192153454, "loss_maskiou": 0.00532425600613351, "loss_sem_seg": 0.2769265421666205, "lr": 0.01, "mask_rcnn/accuracy": 0.9106197489385965, "mask_rcnn/false_negative": 0.061115838756575044, "mask_rcnn/false_positive": 0.10753740139479728, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.25, "time": 0.7771226428449154, "total_loss": 1.6258205618796637} {"data_time": 0.01772146299481392, "eta_seconds": 90737.51786596421, "iteration": 153519, "loss_fcos_cls": 0.2555519712623209, "loss_fcos_ctr": 0.6220416957512498, "loss_fcos_loc": 0.19662676379084587, "loss_mask": 0.26747066993266344, "loss_maskiou": 0.005944501986959949, "loss_sem_seg": 0.29732083110138774, "lr": 0.01, "mask_rcnn/accuracy": 0.8725070861678005, "mask_rcnn/false_negative": 0.09662733453351563, "mask_rcnn/false_positive": 0.11369572717607526, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.75, "time": 0.7732969028875232, "total_loss": 1.6555784041120205} {"data_time": 0.018404068425297737, "eta_seconds": 90781.25656824093, "iteration": 153539, "loss_fcos_cls": 0.26184093835763633, "loss_fcos_ctr": 0.619029144756496, "loss_fcos_loc": 0.19673622213304043, "loss_mask": 0.27190769743174314, "loss_maskiou": 0.00560184869391378, "loss_sem_seg": 0.3046627277508378, "lr": 0.01, "mask_rcnn/accuracy": 0.8991415112839923, "mask_rcnn/false_negative": 0.08163238772356698, "mask_rcnn/false_positive": 0.14440408317386633, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7764317821711302, "total_loss": 1.6325210207432974} {"data_time": 0.01755942963063717, "eta_seconds": 90813.86674751062, "iteration": 153559, "loss_fcos_cls": 0.2632871768437326, "loss_fcos_ctr": 0.6194229032844305, "loss_fcos_loc": 0.19883833196945488, "loss_mask": 0.26836501620709896, "loss_maskiou": 0.005918789116549306, "loss_sem_seg": 0.2890200540423393, "lr": 0.01, "mask_rcnn/accuracy": 0.8784768111561894, "mask_rcnn/false_negative": 0.09740311501146276, "mask_rcnn/false_positive": 0.15588056954664092, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.0, "time": 0.77086460031569, "total_loss": 1.6367143942188704} {"data_time": 0.01551870908588171, "eta_seconds": 90776.93522424437, "iteration": 153579, "loss_fcos_cls": 0.26019062753766775, "loss_fcos_ctr": 0.6217229142785072, "loss_fcos_loc": 0.21569273644126952, "loss_mask": 0.2814693860709667, "loss_maskiou": 0.005740505701396614, "loss_sem_seg": 0.278810515999794, "lr": 0.01, "mask_rcnn/accuracy": 0.8813505982750243, "mask_rcnn/false_negative": 0.09434478516750125, "mask_rcnn/false_positive": 0.15748765811656584, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.0, "time": 0.7800706336274743, "total_loss": 1.6565462046019093} {"data_time": 0.015802611596882343, "eta_seconds": 90791.5237030331, "iteration": 153599, "loss_fcos_cls": 0.2579937441041693, "loss_fcos_ctr": 0.6193597866222262, "loss_fcos_loc": 0.19996803323738277, "loss_mask": 0.27687276992946863, "loss_maskiou": 0.005669160520483274, "loss_sem_seg": 0.29372858128044754, "lr": 0.01, "mask_rcnn/accuracy": 0.87578156262505, "mask_rcnn/false_negative": 0.08980424015367272, "mask_rcnn/false_positive": 0.13495238367229867, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7903024135157466, "total_loss": 1.6609772566953325} {"data_time": 0.017023447901010513, "eta_seconds": 90775.92391888984, "iteration": 153619, "loss_fcos_cls": 0.25713214231655, "loss_fcos_ctr": 0.6213090382516384, "loss_fcos_loc": 0.2002893544267863, "loss_mask": 0.2648890661075711, "loss_maskiou": 0.006078874910599552, "loss_sem_seg": 0.2924714023247361, "lr": 0.01, "mask_rcnn/accuracy": 0.8683930281729285, "mask_rcnn/false_negative": 0.12633811282977192, "mask_rcnn/false_positive": 0.13743070170851435, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7834203531965613, "total_loss": 1.6453444177168421} {"data_time": 0.016137203201651573, "eta_seconds": 90703.3066480374, "iteration": 153639, "loss_fcos_cls": 0.26215318113099784, "loss_fcos_ctr": 0.6227366970852017, "loss_fcos_loc": 0.20437950151972473, "loss_mask": 0.26888862531632185, "loss_maskiou": 0.005851442030689213, "loss_sem_seg": 0.27992310281842947, "lr": 0.01, "mask_rcnn/accuracy": 0.871967453346619, "mask_rcnn/false_negative": 0.11095015586385323, "mask_rcnn/false_positive": 0.14760590984535094, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7608234658837318, "total_loss": 1.650952692143619} {"data_time": 0.01634889282286167, "eta_seconds": 90593.27392371185, "iteration": 153659, "loss_fcos_cls": 0.2740873033180833, "loss_fcos_ctr": 0.6220790734514594, "loss_fcos_loc": 0.19993493775837123, "loss_mask": 0.27047872729599476, "loss_maskiou": 0.005759837891673669, "loss_sem_seg": 0.292593146674335, "lr": 0.01, "mask_rcnn/accuracy": 0.8743223852040817, "mask_rcnn/false_negative": 0.09179238477472944, "mask_rcnn/false_positive": 0.14340664718125723, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7683261604979634, "total_loss": 1.6494599233301415} {"data_time": 0.01622699573636055, "eta_seconds": 90545.17598009855, "iteration": 153679, "loss_fcos_cls": 0.27209476940333843, "loss_fcos_ctr": 0.6229146514087915, "loss_fcos_loc": 0.2063755898270756, "loss_mask": 0.26675366051495075, "loss_maskiou": 0.00495431504532462, "loss_sem_seg": 0.2480888059362769, "lr": 0.01, "mask_rcnn/accuracy": 0.8865053564529259, "mask_rcnn/false_negative": 0.08463265765219619, "mask_rcnn/false_positive": 0.14715000935812766, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 32.0, "time": 0.7872600182890892, "total_loss": 1.625052069182857} {"data_time": 0.015100505203008652, "eta_seconds": 90683.36763569154, "iteration": 153699, "loss_fcos_cls": 0.2739290273748338, "loss_fcos_ctr": 0.620389437302947, "loss_fcos_loc": 0.19529656949453056, "loss_mask": 0.2767160292714834, "loss_maskiou": 0.005467885519465199, "loss_sem_seg": 0.2680706577375531, "lr": 0.01, "mask_rcnn/accuracy": 0.885945731676129, "mask_rcnn/false_negative": 0.08999110245728145, "mask_rcnn/false_positive": 0.17240823268257655, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.75, "time": 0.7871005991473794, "total_loss": 1.647309635183774} {"data_time": 0.018915504217147827, "eta_seconds": 90707.8401745027, "iteration": 153719, "loss_fcos_cls": 0.268174905795604, "loss_fcos_ctr": 0.6187856858596206, "loss_fcos_loc": 0.19991946127265692, "loss_mask": 0.28020511427894235, "loss_maskiou": 0.005827512170071714, "loss_sem_seg": 0.2791455052793026, "lr": 0.01, "mask_rcnn/accuracy": 0.9010044931173193, "mask_rcnn/false_negative": 0.07255100111786242, "mask_rcnn/false_positive": 0.10105359872408423, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.0, "time": 0.7966894255951047, "total_loss": 1.6680900102219312} {"data_time": 0.017385189421474934, "eta_seconds": 90682.32521403022, "iteration": 153739, "loss_fcos_cls": 0.2767906041117385, "loss_fcos_ctr": 0.6199634168297052, "loss_fcos_loc": 0.200494360527955, "loss_mask": 0.27702238131314516, "loss_maskiou": 0.005520332313608378, "loss_sem_seg": 0.29264361783862114, "lr": 0.01, "mask_rcnn/accuracy": 0.8710242711045167, "mask_rcnn/false_negative": 0.10036451580755502, "mask_rcnn/false_positive": 0.1582259735026324, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.75, "time": 0.7722789766266942, "total_loss": 1.6802255476504797} {"data_time": 0.015526056289672852, "eta_seconds": 90676.63719545212, "iteration": 153759, "loss_fcos_cls": 0.2561342464759946, "loss_fcos_ctr": 0.6241243006661534, "loss_fcos_loc": 0.20244737050961703, "loss_mask": 0.28624039329588413, "loss_maskiou": 0.006184896643389948, "loss_sem_seg": 0.30608375277370214, "lr": 0.01, "mask_rcnn/accuracy": 0.8735525381038491, "mask_rcnn/false_negative": 0.10402957010258873, "mask_rcnn/false_positive": 0.13844364869290166, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 36.5, "time": 0.7790145017206669, "total_loss": 1.692663049820112} {"data_time": 0.015106464736163616, "eta_seconds": 90642.285855175, "iteration": 153779, "loss_fcos_cls": 0.2640387532301247, "loss_fcos_ctr": 0.6230956921353936, "loss_fcos_loc": 0.20512070413678885, "loss_mask": 0.2756358487531543, "loss_maskiou": 0.0055432126646337565, "loss_sem_seg": 0.2853424046188593, "lr": 0.01, "mask_rcnn/accuracy": 0.875603259730735, "mask_rcnn/false_negative": 0.08785622378844837, "mask_rcnn/false_positive": 0.1585054549174321, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.5, "time": 0.7745364923030138, "total_loss": 1.663183041397133} {"data_time": 0.01819935441017151, "eta_seconds": 90626.6875922354, "iteration": 153799, "loss_fcos_cls": 0.2685661790892482, "loss_fcos_ctr": 0.622192045673728, "loss_fcos_loc": 0.20444169105030596, "loss_mask": 0.2791535556316376, "loss_maskiou": 0.006092380739573855, "loss_sem_seg": 0.3090480579994619, "lr": 0.01, "mask_rcnn/accuracy": 0.8792027525295834, "mask_rcnn/false_negative": 0.0951751790202918, "mask_rcnn/false_positive": 0.14969287268753848, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 38.0, "time": 0.7757568163797259, "total_loss": 1.7088059066736605} {"data_time": 0.016988255083560944, "eta_seconds": 90606.65899889544, "iteration": 153819, "loss_fcos_cls": 0.24336027493700385, "loss_fcos_ctr": 0.6235066689550877, "loss_fcos_loc": 0.2084344788454473, "loss_mask": 0.274619045201689, "loss_maskiou": 0.005312102701282129, "loss_sem_seg": 0.28797103045508265, "lr": 0.01, "mask_rcnn/accuracy": 0.9146297155225727, "mask_rcnn/false_negative": 0.06832656866536121, "mask_rcnn/false_positive": 0.15650541112726402, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 23.5, "time": 0.7596702575683594, "total_loss": 1.6254355476703495} {"data_time": 0.015773740597069263, "eta_seconds": 90604.32629331388, "iteration": 153839, "loss_fcos_cls": 0.26732524344697595, "loss_fcos_ctr": 0.6212475853972137, "loss_fcos_loc": 0.20671102369669825, "loss_mask": 0.2789392531849444, "loss_maskiou": 0.006601822839002125, "loss_sem_seg": 0.25956284487619996, "lr": 0.01, "mask_rcnn/accuracy": 0.8557519436345966, "mask_rcnn/false_negative": 0.12025150228426584, "mask_rcnn/false_positive": 0.167276272809832, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7812761981040239, "total_loss": 1.6574456494690821} {"data_time": 0.015119667164981365, "eta_seconds": 90609.0536915157, "iteration": 153859, "loss_fcos_cls": 0.25122952659148723, "loss_fcos_ctr": 0.6203848673030734, "loss_fcos_loc": 0.20035303384065628, "loss_mask": 0.27043289551511407, "loss_maskiou": 0.005458479849039577, "loss_sem_seg": 0.28434068989008665, "lr": 0.01, "mask_rcnn/accuracy": 0.875081997084548, "mask_rcnn/false_negative": 0.0738862295936831, "mask_rcnn/false_positive": 0.15171678225998947, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 25.75, "time": 0.7970607774332166, "total_loss": 1.6568415198271396} {"data_time": 0.0165353175252676, "eta_seconds": 90593.45040694065, "iteration": 153879, "loss_fcos_cls": 0.2667627618648112, "loss_fcos_ctr": 0.6232112785801291, "loss_fcos_loc": 0.2005793892312795, "loss_mask": 0.27891641901805997, "loss_maskiou": 0.005326192287611775, "loss_sem_seg": 0.28780522383749485, "lr": 0.01, "mask_rcnn/accuracy": 0.8756661571511195, "mask_rcnn/false_negative": 0.08858122152190578, "mask_rcnn/false_positive": 0.15707063848185604, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.785821495577693, "total_loss": 1.6650657555474027} {"data_time": 0.01669264677911997, "eta_seconds": 90598.94214538485, "iteration": 153899, "loss_fcos_cls": 0.2654227362945676, "loss_fcos_ctr": 0.6227765250951052, "loss_fcos_loc": 0.20720894658006728, "loss_mask": 0.2637706147506833, "loss_maskiou": 0.005767937327618711, "loss_sem_seg": 0.2940749521367252, "lr": 0.01, "mask_rcnn/accuracy": 0.892247187336473, "mask_rcnn/false_negative": 0.08885644148656306, "mask_rcnn/false_positive": 0.1273462527116221, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.25, "time": 0.7799320481717587, "total_loss": 1.6144216344837332} {"data_time": 0.014835075475275517, "eta_seconds": 90587.46130949073, "iteration": 153919, "loss_fcos_cls": 0.26270215259864926, "loss_fcos_ctr": 0.6204832084476948, "loss_fcos_loc": 0.19226849055849016, "loss_mask": 0.2618119027465582, "loss_maskiou": 0.006145255800220184, "loss_sem_seg": 0.2959182111080736, "lr": 0.01, "mask_rcnn/accuracy": 0.9000312894857756, "mask_rcnn/false_negative": 0.08792422710140707, "mask_rcnn/false_positive": 0.1302519957487033, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.25, "time": 0.7744611669331789, "total_loss": 1.6356656513526104} {"data_time": 0.016166996210813522, "eta_seconds": 90578.5909441039, "iteration": 153939, "loss_fcos_cls": 0.2744921966223046, "loss_fcos_ctr": 0.6218383191153407, "loss_fcos_loc": 0.20148295897524804, "loss_mask": 0.27315250132232904, "loss_maskiou": 0.005722696594602894, "loss_sem_seg": 0.307398637291044, "lr": 0.01, "mask_rcnn/accuracy": 0.8639822595704949, "mask_rcnn/false_negative": 0.10302645453119437, "mask_rcnn/false_positive": 0.1601056368488474, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7962091816589236, "total_loss": 1.6524332454682735} {"data_time": 0.016561551950871944, "eta_seconds": 90610.99631353561, "iteration": 153959, "loss_fcos_cls": 0.2778997892746702, "loss_fcos_ctr": 0.6206777896732092, "loss_fcos_loc": 0.20470005949027836, "loss_mask": 0.28173545794561505, "loss_maskiou": 0.005971430364297703, "loss_sem_seg": 0.2983505944721401, "lr": 0.01, "mask_rcnn/accuracy": 0.8777277252364359, "mask_rcnn/false_negative": 0.0921386548948098, "mask_rcnn/false_positive": 0.1423351298175617, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7977037634700537, "total_loss": 1.7073488233654643} {"data_time": 0.014514013193547726, "eta_seconds": 90547.37336336821, "iteration": 153979, "loss_fcos_cls": 0.27166927559301257, "loss_fcos_ctr": 0.6226874552667141, "loss_fcos_loc": 0.2069088447606191, "loss_mask": 0.2689959807321429, "loss_maskiou": 0.005791074509033933, "loss_sem_seg": 0.3165557333268225, "lr": 0.01, "mask_rcnn/accuracy": 0.8966392550421929, "mask_rcnn/false_negative": 0.09254790177806543, "mask_rcnn/false_positive": 0.11855704949023108, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7688546488061547, "total_loss": 1.685858998214826} {"data_time": 0.016143442131578922, "eta_seconds": 90517.78795307502, "iteration": 153999, "loss_fcos_cls": 0.26157342619262636, "loss_fcos_ctr": 0.6224494278430939, "loss_fcos_loc": 0.2017405084334314, "loss_mask": 0.2858673883602023, "loss_maskiou": 0.005847841151989996, "loss_sem_seg": 0.29793149000033736, "lr": 0.01, "mask_rcnn/accuracy": 0.8630317386694938, "mask_rcnn/false_negative": 0.10065467614675211, "mask_rcnn/false_positive": 0.19806016246098573, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7742556259036064, "total_loss": 1.6829130916303257} {"data_time": 0.01656399853527546, "eta_seconds": 90564.1451162966, "iteration": 154019, "loss_fcos_cls": 0.273468459257856, "loss_fcos_ctr": 0.6212994428351521, "loss_fcos_loc": 0.2061546774348244, "loss_mask": 0.2645690254867077, "loss_maskiou": 0.005534551019081846, "loss_sem_seg": 0.29657389922067523, "lr": 0.01, "mask_rcnn/accuracy": 0.8851185831830249, "mask_rcnn/false_negative": 0.10425282242044624, "mask_rcnn/false_positive": 0.1268930482042743, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7905350774526596, "total_loss": 1.6807340323357494} {"data_time": 0.016905697993934155, "eta_seconds": 90522.93371051736, "iteration": 154039, "loss_fcos_cls": 0.25732284039258957, "loss_fcos_ctr": 0.6224186308681965, "loss_fcos_loc": 0.20859942364040762, "loss_mask": 0.2634005006402731, "loss_maskiou": 0.004943365580402315, "loss_sem_seg": 0.3188968114554882, "lr": 0.01, "mask_rcnn/accuracy": 0.8783819241982507, "mask_rcnn/false_negative": 0.08604911902274136, "mask_rcnn/false_positive": 0.1505116574461764, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7791549060493708, "total_loss": 1.684658727623173} {"data_time": 0.014739259146153927, "eta_seconds": 90540.95030587725, "iteration": 154059, "loss_fcos_cls": 0.26902648573741317, "loss_fcos_ctr": 0.6219779253005981, "loss_fcos_loc": 0.20264933166617993, "loss_mask": 0.278677592985332, "loss_maskiou": 0.006062415450287517, "loss_sem_seg": 0.2911250274628401, "lr": 0.01, "mask_rcnn/accuracy": 0.8548984987899224, "mask_rcnn/false_negative": 0.10628129624207283, "mask_rcnn/false_positive": 0.19128751081307127, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7679798770695925, "total_loss": 1.6729617277014768} {"data_time": 0.01846437342464924, "eta_seconds": 90525.33185333572, "iteration": 154079, "loss_fcos_cls": 0.25877133617177606, "loss_fcos_ctr": 0.6190022090449929, "loss_fcos_loc": 0.19313408515881747, "loss_mask": 0.2763958312571049, "loss_maskiou": 0.005765389258158393, "loss_sem_seg": 0.30796379316598177, "lr": 0.01, "mask_rcnn/accuracy": 0.8873006098991321, "mask_rcnn/false_negative": 0.09325787595197954, "mask_rcnn/false_positive": 0.12406960650496007, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.772874585352838, "total_loss": 1.6500204703916097} {"data_time": 0.017472729086875916, "eta_seconds": 90509.7134007942, "iteration": 154099, "loss_fcos_cls": 0.26991194812580943, "loss_fcos_ctr": 0.6197305163368583, "loss_fcos_loc": 0.19702532817609608, "loss_mask": 0.2745956191793084, "loss_maskiou": 0.0062514437740901485, "loss_sem_seg": 0.30282352678477764, "lr": 0.01, "mask_rcnn/accuracy": 0.8782205583713749, "mask_rcnn/false_negative": 0.08901992271554546, "mask_rcnn/false_positive": 0.1477115193163468, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7811042806133628, "total_loss": 1.6485202501353342} {"data_time": 0.016141753643751144, "eta_seconds": 90412.76707361452, "iteration": 154119, "loss_fcos_cls": 0.2523874050239101, "loss_fcos_ctr": 0.6224346295930445, "loss_fcos_loc": 0.19987947831396013, "loss_mask": 0.2695996481925249, "loss_maskiou": 0.005448483250802383, "loss_sem_seg": 0.2887950101867318, "lr": 0.01, "mask_rcnn/accuracy": 0.8819077021052324, "mask_rcnn/false_negative": 0.10864290907206003, "mask_rcnn/false_positive": 0.12926441700832686, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.0, "time": 0.7698520245030522, "total_loss": 1.6892171155050164} {"data_time": 0.015772943384945393, "eta_seconds": 90452.90422718506, "iteration": 154139, "loss_fcos_cls": 0.27252384182065725, "loss_fcos_ctr": 0.6205323771573603, "loss_fcos_loc": 0.2027628350770101, "loss_mask": 0.2723078653216362, "loss_maskiou": 0.005438457526906859, "loss_sem_seg": 0.30878397077322006, "lr": 0.01, "mask_rcnn/accuracy": 0.8831360669267707, "mask_rcnn/false_negative": 0.1013071966212321, "mask_rcnn/false_positive": 0.13728996879667316, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.0, "time": 0.7976113623008132, "total_loss": 1.704254569587647} {"data_time": 0.015439499169588089, "eta_seconds": 90381.55824142508, "iteration": 154159, "loss_fcos_cls": 0.2694923587841913, "loss_fcos_ctr": 0.6197533598169684, "loss_fcos_loc": 0.2090653771883808, "loss_mask": 0.29078280786052346, "loss_maskiou": 0.005491343486937694, "loss_sem_seg": 0.2767535438761115, "lr": 0.01, "mask_rcnn/accuracy": 0.8616197830483545, "mask_rcnn/false_negative": 0.11154492923215632, "mask_rcnn/false_positive": 0.17066228567210043, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7702704016119242, "total_loss": 1.6974031622667098} {"data_time": 0.01637902669608593, "eta_seconds": 90282.12434723228, "iteration": 154179, "loss_fcos_cls": 0.2662752913311124, "loss_fcos_ctr": 0.6217069090344012, "loss_fcos_loc": 0.2052949029020965, "loss_mask": 0.2910808175802231, "loss_maskiou": 0.00593759237381164, "loss_sem_seg": 0.313459396827966, "lr": 0.01, "mask_rcnn/accuracy": 0.8603688319848881, "mask_rcnn/false_negative": 0.09778952548472297, "mask_rcnn/false_positive": 0.178240495357601, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.75, "time": 0.7619644179940224, "total_loss": 1.6730857941074646} {"data_time": 0.01665621157735586, "eta_seconds": 90266.53440683335, "iteration": 154199, "loss_fcos_cls": 0.2710305063519627, "loss_fcos_ctr": 0.6215267302468419, "loss_fcos_loc": 0.198451753356494, "loss_mask": 0.27649340499192476, "loss_maskiou": 0.0055400520213879645, "loss_sem_seg": 0.3034848594106734, "lr": 0.01, "mask_rcnn/accuracy": 0.8618611612561067, "mask_rcnn/false_negative": 0.11470903254195458, "mask_rcnn/false_positive": 0.12579945184422872, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7873910628259182, "total_loss": 1.6898492254549637} {"data_time": 0.016105594113469124, "eta_seconds": 90170.78286048118, "iteration": 154219, "loss_fcos_cls": 0.268690224038437, "loss_fcos_ctr": 0.6218662345781922, "loss_fcos_loc": 0.1989100183127448, "loss_mask": 0.28523698821663857, "loss_maskiou": 0.006095837128668791, "loss_sem_seg": 0.3144276353996247, "lr": 0.01, "mask_rcnn/accuracy": 0.8769062570082978, "mask_rcnn/false_negative": 0.10345430037563164, "mask_rcnn/false_positive": 0.149472594948233, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7641940070316195, "total_loss": 1.6855356069063419} {"data_time": 0.015372850000858307, "eta_seconds": 90114.57954867091, "iteration": 154239, "loss_fcos_cls": 0.26249164214823395, "loss_fcos_ctr": 0.6257197028025985, "loss_fcos_loc": 0.2127144185360521, "loss_mask": 0.2749933134764433, "loss_maskiou": 0.00596973072970286, "loss_sem_seg": 0.3040776951238513, "lr": 0.01, "mask_rcnn/accuracy": 0.8858917620078335, "mask_rcnn/false_negative": 0.10265245849221716, "mask_rcnn/false_positive": 0.14316317913088555, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.5, "time": 0.7609996972605586, "total_loss": 1.6934332850360079} {"data_time": 0.01588792260736227, "eta_seconds": 90081.67511636484, "iteration": 154259, "loss_fcos_cls": 0.2741741705685854, "loss_fcos_ctr": 0.622056195512414, "loss_fcos_loc": 0.19740994274616241, "loss_mask": 0.26852887216955423, "loss_maskiou": 0.005519615107914433, "loss_sem_seg": 0.29072548309341073, "lr": 0.01, "mask_rcnn/accuracy": 0.8527283629398603, "mask_rcnn/false_negative": 0.1068393865807073, "mask_rcnn/false_positive": 0.18276058720724192, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.25, "time": 0.7888085143640637, "total_loss": 1.674365983606549} {"data_time": 0.016582288779318333, "eta_seconds": 90052.10418441705, "iteration": 154279, "loss_fcos_cls": 0.2592839559074491, "loss_fcos_ctr": 0.6218248577788472, "loss_fcos_loc": 0.19734803691972047, "loss_mask": 0.266480122692883, "loss_maskiou": 0.0051861908214050345, "loss_sem_seg": 0.30448669218458235, "lr": 0.01, "mask_rcnn/accuracy": 0.868774969003995, "mask_rcnn/false_negative": 0.08749653567707477, "mask_rcnn/false_positive": 0.16575859850275443, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7754151523113251, "total_loss": 1.6403837139660027} {"data_time": 0.016583568416535854, "eta_seconds": 90050.54295918066, "iteration": 154299, "loss_fcos_cls": 0.25119366659782827, "loss_fcos_ctr": 0.6245259246788919, "loss_fcos_loc": 0.20563775760820135, "loss_mask": 0.28549949638545513, "loss_maskiou": 0.007156181934988126, "loss_sem_seg": 0.27297183766495436, "lr": 0.01, "mask_rcnn/accuracy": 0.8637199165530969, "mask_rcnn/false_negative": 0.10508380750638699, "mask_rcnn/false_positive": 0.15487885692410247, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.7856382820755243, "total_loss": 1.6593303964327788} {"data_time": 0.01482003927230835, "eta_seconds": 90017.40767136682, "iteration": 154319, "loss_fcos_cls": 0.25688439421355724, "loss_fcos_ctr": 0.6208799718879163, "loss_fcos_loc": 0.20170371304266155, "loss_mask": 0.274497302249074, "loss_maskiou": 0.005473536868521478, "loss_sem_seg": 0.3175607589073479, "lr": 0.01, "mask_rcnn/accuracy": 0.8749130333951762, "mask_rcnn/false_negative": 0.10360652474996962, "mask_rcnn/false_positive": 0.1389342552718987, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7746114358305931, "total_loss": 1.6512176602118416} {"data_time": 0.01546046044677496, "eta_seconds": 90050.2093391493, "iteration": 154339, "loss_fcos_cls": 0.26196681894361973, "loss_fcos_ctr": 0.6209574732929468, "loss_fcos_loc": 0.2079899061936885, "loss_mask": 0.27271544001996517, "loss_maskiou": 0.005718332351534627, "loss_sem_seg": 0.29479092126712203, "lr": 0.01, "mask_rcnn/accuracy": 0.8851059498345372, "mask_rcnn/false_negative": 0.10884164767644272, "mask_rcnn/false_positive": 0.15285329545461707, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7890980262309313, "total_loss": 1.6851801714728936} {"data_time": 0.01804864127188921, "eta_seconds": 90034.63793490082, "iteration": 154359, "loss_fcos_cls": 0.25693799438886344, "loss_fcos_ctr": 0.6219834014773369, "loss_fcos_loc": 0.19602175243198872, "loss_mask": 0.2794657899066806, "loss_maskiou": 0.005718174230423756, "loss_sem_seg": 0.2725917447824031, "lr": 0.01, "mask_rcnn/accuracy": 0.895007090569147, "mask_rcnn/false_negative": 0.09601595732476952, "mask_rcnn/false_positive": 0.12207764043890537, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.25, "time": 0.7798664383590221, "total_loss": 1.652750325622037} {"data_time": 0.016327310353517532, "eta_seconds": 90005.596029724, "iteration": 154379, "loss_fcos_cls": 0.2528963894583285, "loss_fcos_ctr": 0.6203815061599016, "loss_fcos_loc": 0.1976215646136552, "loss_mask": 0.26895708311349154, "loss_maskiou": 0.005901942713535391, "loss_sem_seg": 0.28526020562276244, "lr": 0.01, "mask_rcnn/accuracy": 0.8888259630775387, "mask_rcnn/false_negative": 0.08458552746846376, "mask_rcnn/false_positive": 0.1544626680867591, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7692596213892102, "total_loss": 1.6360550425597467} {"data_time": 0.0163832139223814, "eta_seconds": 89958.72223557346, "iteration": 154399, "loss_fcos_cls": 0.25680746941361576, "loss_fcos_ctr": 0.6232489794492722, "loss_fcos_loc": 0.2023793290136382, "loss_mask": 0.2708164993673563, "loss_maskiou": 0.005996178137138486, "loss_sem_seg": 0.32723547983914614, "lr": 0.01, "mask_rcnn/accuracy": 0.8785779782617458, "mask_rcnn/false_negative": 0.09473784860061701, "mask_rcnn/false_positive": 0.13562251652280324, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7848237790167332, "total_loss": 1.7213364380368148} {"data_time": 0.018935518339276314, "eta_seconds": 89821.1825839458, "iteration": 154419, "loss_fcos_cls": 0.26009085011901334, "loss_fcos_ctr": 0.6204660832881927, "loss_fcos_loc": 0.1988424927694723, "loss_mask": 0.2688866928219795, "loss_maskiou": 0.005617125352728181, "loss_sem_seg": 0.3030573851428926, "lr": 0.01, "mask_rcnn/accuracy": 0.8859454038025467, "mask_rcnn/false_negative": 0.11951952279777824, "mask_rcnn/false_positive": 0.14592234974005258, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7704033926129341, "total_loss": 1.6687586658081273} {"data_time": 0.015796593390405178, "eta_seconds": 89804.56701544393, "iteration": 154439, "loss_fcos_cls": 0.26607833011075854, "loss_fcos_ctr": 0.6195881580933928, "loss_fcos_loc": 0.20307781174778938, "loss_mask": 0.28879157872870564, "loss_maskiou": 0.006009262942825444, "loss_sem_seg": 0.299178144428879, "lr": 0.01, "mask_rcnn/accuracy": 0.8858964040161519, "mask_rcnn/false_negative": 0.09392827862908888, "mask_rcnn/false_positive": 0.11378731758029739, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.75, "time": 0.7639907356351614, "total_loss": 1.674812482240668} {"data_time": 0.01573765929788351, "eta_seconds": 89841.41378592141, "iteration": 154459, "loss_fcos_cls": 0.2717756284400821, "loss_fcos_ctr": 0.6205244865268469, "loss_fcos_loc": 0.2000240224879235, "loss_mask": 0.2657963717356324, "loss_maskiou": 0.006026432980434038, "loss_sem_seg": 0.31408793153241277, "lr": 0.01, "mask_rcnn/accuracy": 0.8980676594962309, "mask_rcnn/false_negative": 0.10211611303606988, "mask_rcnn/false_positive": 0.09525610123463855, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.813926194794476, "total_loss": 1.709253802015155} {"data_time": 0.019338835030794144, "eta_seconds": 89771.94679757673, "iteration": 154479, "loss_fcos_cls": 0.26906554168090224, "loss_fcos_ctr": 0.6230277055874467, "loss_fcos_loc": 0.21857448806986213, "loss_mask": 0.2787115126848221, "loss_maskiou": 0.0057645676206448115, "loss_sem_seg": 0.28508931677788496, "lr": 0.01, "mask_rcnn/accuracy": 0.8802324950645128, "mask_rcnn/false_negative": 0.10184876738028512, "mask_rcnn/false_positive": 0.14119425653003478, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.0, "time": 0.7635745704174042, "total_loss": 1.6749858108487388} {"data_time": 0.01670820824801922, "eta_seconds": 89809.80846388545, "iteration": 154499, "loss_fcos_cls": 0.27063015033490956, "loss_fcos_ctr": 0.6197121064178646, "loss_fcos_loc": 0.1891170002054423, "loss_mask": 0.27926991879940033, "loss_maskiou": 0.005873051843082067, "loss_sem_seg": 0.2693458280991763, "lr": 0.01, "mask_rcnn/accuracy": 0.8770636969647296, "mask_rcnn/false_negative": 0.07680190603779397, "mask_rcnn/false_positive": 0.15808346547333574, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.25, "time": 0.8027159795165062, "total_loss": 1.642162160242151} {"data_time": 0.01635268423706293, "eta_seconds": 89741.43250532448, "iteration": 154519, "loss_fcos_cls": 0.2676503863185644, "loss_fcos_ctr": 0.6202229633927345, "loss_fcos_loc": 0.20095715229399502, "loss_mask": 0.27364286314696074, "loss_maskiou": 0.005838022767420625, "loss_sem_seg": 0.29657206032425165, "lr": 0.01, "mask_rcnn/accuracy": 0.8764562074829931, "mask_rcnn/false_negative": 0.09364587121992848, "mask_rcnn/false_positive": 0.15575325608213986, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.75, "time": 0.7643163707107306, "total_loss": 1.6453162636607885} {"data_time": 0.01584514230489731, "eta_seconds": 89665.55624602083, "iteration": 154539, "loss_fcos_cls": 0.26703466940671206, "loss_fcos_ctr": 0.6243228260427713, "loss_fcos_loc": 0.20903491124045104, "loss_mask": 0.27846014965325594, "loss_maskiou": 0.005937418551184237, "loss_sem_seg": 0.27792103169485927, "lr": 0.01, "mask_rcnn/accuracy": 0.8774239265598713, "mask_rcnn/false_negative": 0.11740991876633447, "mask_rcnn/false_positive": 0.13319900477088029, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7732782224193215, "total_loss": 1.6526720490001026} {"data_time": 0.016507616266608238, "eta_seconds": 89666.16711655911, "iteration": 154559, "loss_fcos_cls": 0.2596982130780816, "loss_fcos_ctr": 0.6209369143471122, "loss_fcos_loc": 0.194436110323295, "loss_mask": 0.2737481854856014, "loss_maskiou": 0.005521407430933323, "loss_sem_seg": 0.3145033384207636, "lr": 0.01, "mask_rcnn/accuracy": 0.8842290417864939, "mask_rcnn/false_negative": 0.09853723860634395, "mask_rcnn/false_positive": 0.13570093888612036, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.0, "time": 0.7848533242940903, "total_loss": 1.6754356900419225} {"data_time": 0.01730978023260832, "eta_seconds": 89694.8059091717, "iteration": 154579, "loss_fcos_cls": 0.2609413858735934, "loss_fcos_ctr": 0.6194998621940613, "loss_fcos_loc": 0.1921263475669548, "loss_mask": 0.26427292451262474, "loss_maskiou": 0.005502099746081512, "loss_sem_seg": 0.32167941657826304, "lr": 0.01, "mask_rcnn/accuracy": 0.8870065541337503, "mask_rcnn/false_negative": 0.09099934342726894, "mask_rcnn/false_positive": 0.1281063608571863, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7859807880595326, "total_loss": 1.6592463429042255} {"data_time": 0.015532655641436577, "eta_seconds": 89605.19564103149, "iteration": 154599, "loss_fcos_cls": 0.261803031899035, "loss_fcos_ctr": 0.6211904129013419, "loss_fcos_loc": 0.21131497027818114, "loss_mask": 0.27764219231903553, "loss_maskiou": 0.005508861984708346, "loss_sem_seg": 0.2752715409733355, "lr": 0.01, "mask_rcnn/accuracy": 0.8860411601944853, "mask_rcnn/false_negative": 0.08392839934311408, "mask_rcnn/false_positive": 0.1318632557018472, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.0, "time": 0.7698531588539481, "total_loss": 1.671536264480892} {"data_time": 0.015187468379735947, "eta_seconds": 89539.66979314387, "iteration": 154619, "loss_fcos_cls": 0.25948004121892154, "loss_fcos_ctr": 0.6184039814397693, "loss_fcos_loc": 0.18981213367078453, "loss_mask": 0.26526422798633575, "loss_maskiou": 0.005231243369053118, "loss_sem_seg": 0.2669031547848135, "lr": 0.01, "mask_rcnn/accuracy": 0.8837513652821832, "mask_rcnn/false_negative": 0.09799196076193661, "mask_rcnn/false_positive": 0.15456152708233317, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.0, "time": 0.7560310196131468, "total_loss": 1.6151891481567873} {"data_time": 0.015360101126134396, "eta_seconds": 89574.13691688143, "iteration": 154639, "loss_fcos_cls": 0.2637994730612263, "loss_fcos_ctr": 0.6204383298754692, "loss_fcos_loc": 0.19958530261646956, "loss_mask": 0.2813769727945328, "loss_maskiou": 0.005608849212876521, "loss_sem_seg": 0.30064117396250367, "lr": 0.01, "mask_rcnn/accuracy": 0.8769077338209086, "mask_rcnn/false_negative": 0.08662337270503463, "mask_rcnn/false_positive": 0.14407873625771012, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.0, "time": 0.7803004886955023, "total_loss": 1.6918152248399565} {"data_time": 0.017211229540407658, "eta_seconds": 89572.36575962696, "iteration": 154659, "loss_fcos_cls": 0.2684474643319845, "loss_fcos_ctr": 0.6239631250500679, "loss_fcos_loc": 0.20231204689480364, "loss_mask": 0.2821149383671582, "loss_maskiou": 0.005904919918975793, "loss_sem_seg": 0.29308866104111075, "lr": 0.01, "mask_rcnn/accuracy": 0.8920010583469471, "mask_rcnn/false_negative": 0.0847498589820984, "mask_rcnn/false_positive": 0.15336439659899073, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 24.25, "time": 0.7674137698486447, "total_loss": 1.674293205185677} {"data_time": 0.015760093927383423, "eta_seconds": 89487.96061795577, "iteration": 154679, "loss_fcos_cls": 0.27162810740992427, "loss_fcos_ctr": 0.6184372687712312, "loss_fcos_loc": 0.20016683847643435, "loss_mask": 0.28288150019943714, "loss_maskiou": 0.0066329447872703895, "loss_sem_seg": 0.3174876468256116, "lr": 0.01, "mask_rcnn/accuracy": 0.8779966098281418, "mask_rcnn/false_negative": 0.08525736223264307, "mask_rcnn/false_positive": 0.16318153405180952, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.0, "time": 0.7648126957938075, "total_loss": 1.6850522914683097} {"data_time": 0.016293062828481197, "eta_seconds": 89469.22578508407, "iteration": 154699, "loss_fcos_cls": 0.2605531974695623, "loss_fcos_ctr": 0.6210670559667051, "loss_fcos_loc": 0.2030863226391375, "loss_mask": 0.27320524118840694, "loss_maskiou": 0.005803888292575721, "loss_sem_seg": 0.3065706021152437, "lr": 0.01, "mask_rcnn/accuracy": 0.885139582148649, "mask_rcnn/false_negative": 0.08928782925452954, "mask_rcnn/false_positive": 0.14769623027925802, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.8026246288791299, "total_loss": 1.6530962521501351} {"data_time": 0.016576110385358334, "eta_seconds": 89445.33667272516, "iteration": 154719, "loss_fcos_cls": 0.25974385626614094, "loss_fcos_ctr": 0.6242404519580305, "loss_fcos_loc": 0.1978069539181888, "loss_mask": 0.27081561367958784, "loss_maskiou": 0.006040651649527717, "loss_sem_seg": 0.2699999278411269, "lr": 0.01, "mask_rcnn/accuracy": 0.8866480050902973, "mask_rcnn/false_negative": 0.10466698648615147, "mask_rcnn/false_positive": 0.10304120043723511, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.78372189309448, "total_loss": 1.6403471987869125} {"data_time": 0.017319737933576107, "eta_seconds": 89441.40120868012, "iteration": 154739, "loss_fcos_cls": 0.2658837465569377, "loss_fcos_ctr": 0.6239229338243604, "loss_fcos_loc": 0.20727150421589613, "loss_mask": 0.293301890604198, "loss_maskiou": 0.006150677530968096, "loss_sem_seg": 0.2877168762497604, "lr": 0.01, "mask_rcnn/accuracy": 0.878727878442924, "mask_rcnn/false_negative": 0.12322374389257039, "mask_rcnn/false_positive": 0.14268376426598461, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.25, "time": 0.7773640127852559, "total_loss": 1.700931369297905} {"data_time": 0.01564298663288355, "eta_seconds": 89431.02492292225, "iteration": 154759, "loss_fcos_cls": 0.2686568540520966, "loss_fcos_ctr": 0.6211527809500694, "loss_fcos_loc": 0.2050053272396326, "loss_mask": 0.2597164185717702, "loss_maskiou": 0.005744019916164689, "loss_sem_seg": 0.30078407702967525, "lr": 0.01, "mask_rcnn/accuracy": 0.8854997680890537, "mask_rcnn/false_negative": 0.09121782652060179, "mask_rcnn/false_positive": 0.1423496064858506, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7828023619949818, "total_loss": 1.6707954450175748} {"data_time": 0.016895401291549206, "eta_seconds": 89451.756275855, "iteration": 154779, "loss_fcos_cls": 0.2763423582073301, "loss_fcos_ctr": 0.6214156718924642, "loss_fcos_loc": 0.21237662446219474, "loss_mask": 0.2721373150125146, "loss_maskiou": 0.005643805237923516, "loss_sem_seg": 0.30920314881950617, "lr": 0.01, "mask_rcnn/accuracy": 0.8752040816326531, "mask_rcnn/false_negative": 0.09763464498621671, "mask_rcnn/false_positive": 0.15566726791940633, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.8098460454493761, "total_loss": 1.707419906524592} {"data_time": 0.016516786068677902, "eta_seconds": 89449.90202028118, "iteration": 154799, "loss_fcos_cls": 0.26231058058328927, "loss_fcos_ctr": 0.6217213878408074, "loss_fcos_loc": 0.20677422359585762, "loss_mask": 0.2853336976841092, "loss_maskiou": 0.005701818234228995, "loss_sem_seg": 0.3248206995194778, "lr": 0.01, "mask_rcnn/accuracy": 0.8814586689939133, "mask_rcnn/false_negative": 0.11148876693667356, "mask_rcnn/false_positive": 0.1278956489415015, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7776021035388112, "total_loss": 1.693649120934424} {"data_time": 0.017250762321054935, "eta_seconds": 89520.4522182513, "iteration": 154819, "loss_fcos_cls": 0.2701028303708881, "loss_fcos_ctr": 0.6205148939043283, "loss_fcos_loc": 0.19955554942134768, "loss_mask": 0.2815696466714144, "loss_maskiou": 0.005858447781065479, "loss_sem_seg": 0.2998855512123555, "lr": 0.01, "mask_rcnn/accuracy": 0.8766169573709908, "mask_rcnn/false_negative": 0.09838912840360053, "mask_rcnn/false_positive": 0.14249197356408944, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.25, "time": 0.7878334224224091, "total_loss": 1.7139916983724106} {"data_time": 0.015870483592152596, "eta_seconds": 89462.83250542916, "iteration": 154839, "loss_fcos_cls": 0.25562902312958613, "loss_fcos_ctr": 0.6215763343498111, "loss_fcos_loc": 0.20101722609251738, "loss_mask": 0.27351898420602083, "loss_maskiou": 0.005205957902944647, "loss_sem_seg": 0.3377334726974368, "lr": 0.01, "mask_rcnn/accuracy": 0.859089183087028, "mask_rcnn/false_negative": 0.10177975728961139, "mask_rcnn/false_positive": 0.15123276511029315, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7704609781503677, "total_loss": 1.7112280991859734} {"data_time": 0.01573361735790968, "eta_seconds": 89447.2955037523, "iteration": 154859, "loss_fcos_cls": 0.2626063661882654, "loss_fcos_ctr": 0.6246054517105222, "loss_fcos_loc": 0.21239545108983293, "loss_mask": 0.2859363276511431, "loss_maskiou": 0.006299087282968685, "loss_sem_seg": 0.2901125601492822, "lr": 0.01, "mask_rcnn/accuracy": 0.8832190907184791, "mask_rcnn/false_negative": 0.10526467583339497, "mask_rcnn/false_positive": 0.133678509812252, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.0, "time": 0.797456830739975, "total_loss": 1.6937994196778163} {"data_time": 0.01615625061094761, "eta_seconds": 89417.61440584715, "iteration": 154879, "loss_fcos_cls": 0.25518339802511036, "loss_fcos_ctr": 0.6204737415537238, "loss_fcos_loc": 0.20110160554759204, "loss_mask": 0.27999184001237154, "loss_maskiou": 0.005807318331790157, "loss_sem_seg": 0.29844162054359913, "lr": 0.01, "mask_rcnn/accuracy": 0.8675289209090229, "mask_rcnn/false_negative": 0.10277905974656146, "mask_rcnn/false_positive": 0.15271681761449218, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7865391606464982, "total_loss": 1.6388185142423026} {"data_time": 0.01592970173805952, "eta_seconds": 89435.02713708021, "iteration": 154899, "loss_fcos_cls": 0.26688771473709494, "loss_fcos_ctr": 0.6225786181166768, "loss_fcos_loc": 0.21105622744653374, "loss_mask": 0.28494016639888287, "loss_maskiou": 0.00636568054324016, "loss_sem_seg": 0.27553040557540953, "lr": 0.01, "mask_rcnn/accuracy": 0.8824911168631937, "mask_rcnn/false_negative": 0.10940312349655774, "mask_rcnn/false_positive": 0.13986676309524815, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7901761131361127, "total_loss": 1.6872533712303266} {"data_time": 0.016159317456185818, "eta_seconds": 89456.01361411065, "iteration": 154919, "loss_fcos_cls": 0.2587515600025654, "loss_fcos_ctr": 0.6217923201620579, "loss_fcos_loc": 0.1974287330522202, "loss_mask": 0.2660326436161995, "loss_maskiou": 0.005633730354020372, "loss_sem_seg": 0.2943478478118777, "lr": 0.01, "mask_rcnn/accuracy": 0.8792546760499567, "mask_rcnn/false_negative": 0.10512142356737122, "mask_rcnn/false_positive": 0.13297090427229474, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7870810674503446, "total_loss": 1.6810989489094936} {"data_time": 0.01953257992863655, "eta_seconds": 89433.16679622885, "iteration": 154939, "loss_fcos_cls": 0.2559386705397628, "loss_fcos_ctr": 0.6210853131487966, "loss_fcos_loc": 0.20577985141426325, "loss_mask": 0.2682720338925719, "loss_maskiou": 0.005428749645943753, "loss_sem_seg": 0.3069696221500635, "lr": 0.01, "mask_rcnn/accuracy": 0.8522888471555781, "mask_rcnn/false_negative": 0.12035135753126953, "mask_rcnn/false_positive": 0.13783308193237062, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.7741972645744681, "total_loss": 1.6639657309497125} {"data_time": 0.015595507808029652, "eta_seconds": 89364.70336338971, "iteration": 154959, "loss_fcos_cls": 0.2435798227088526, "loss_fcos_ctr": 0.6191825810819864, "loss_fcos_loc": 0.19394154159817845, "loss_mask": 0.2738609006628394, "loss_maskiou": 0.005697487737052143, "loss_sem_seg": 0.30119481310248375, "lr": 0.01, "mask_rcnn/accuracy": 0.8754039115646258, "mask_rcnn/false_negative": 0.10617931204449146, "mask_rcnn/false_positive": 0.13108831877174898, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.776149976067245, "total_loss": 1.6442259762407048} {"data_time": 0.01487483736127615, "eta_seconds": 89425.58298220858, "iteration": 154979, "loss_fcos_cls": 0.2619867555331439, "loss_fcos_ctr": 0.6200500326231122, "loss_fcos_loc": 0.19510002888273448, "loss_mask": 0.2757980125024915, "loss_maskiou": 0.006315625898423605, "loss_sem_seg": 0.27789503475651145, "lr": 0.01, "mask_rcnn/accuracy": 0.8796517211795433, "mask_rcnn/false_negative": 0.10267459634065539, "mask_rcnn/false_positive": 0.13711116732241366, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7878380417823792, "total_loss": 1.639855273097055} {"data_time": 0.01767058204859495, "eta_seconds": 89434.5468588695, "iteration": 154999, "loss_fcos_cls": 0.27623458858579397, "loss_fcos_ctr": 0.6230303584598005, "loss_fcos_loc": 0.2073277346789837, "loss_mask": 0.2745008640922606, "loss_maskiou": 0.005875018716324121, "loss_sem_seg": 0.29743406595662236, "lr": 0.01, "mask_rcnn/accuracy": 0.8856873920676265, "mask_rcnn/false_negative": 0.1016749708143801, "mask_rcnn/false_positive": 0.12363610873827428, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7769725285470486, "total_loss": 1.6907643831946189} {"data_time": 0.016459361650049686, "eta_seconds": 89378.28052731603, "iteration": 155019, "loss_fcos_cls": 0.26013277331367135, "loss_fcos_ctr": 0.6231413800269365, "loss_fcos_loc": 0.2146462097298354, "loss_mask": 0.2801021449267864, "loss_maskiou": 0.006080085673602298, "loss_sem_seg": 0.28512220177799463, "lr": 0.01, "mask_rcnn/accuracy": 0.8847968570545102, "mask_rcnn/false_negative": 0.08499971927335734, "mask_rcnn/false_positive": 0.14398265054550868, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7701932182535529, "total_loss": 1.6786878704151604} {"data_time": 0.01716736890375614, "eta_seconds": 89331.40239583887, "iteration": 155039, "loss_fcos_cls": 0.2527732774615288, "loss_fcos_ctr": 0.6235725758597255, "loss_fcos_loc": 0.20388086221646518, "loss_mask": 0.265489655546844, "loss_maskiou": 0.005974123723717639, "loss_sem_seg": 0.28526818100363016, "lr": 0.01, "mask_rcnn/accuracy": 0.8669325841262276, "mask_rcnn/false_negative": 0.10050915815230639, "mask_rcnn/false_positive": 0.17346121971656503, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 35.0, "time": 0.769167372956872, "total_loss": 1.6431627945712535} {"data_time": 0.015713034197688103, "eta_seconds": 89333.9205113519, "iteration": 155059, "loss_fcos_cls": 0.26086356391897425, "loss_fcos_ctr": 0.6216651340946555, "loss_fcos_loc": 0.20718607166782022, "loss_mask": 0.28444758243858814, "loss_maskiou": 0.005929117411142215, "loss_sem_seg": 0.28545972472056746, "lr": 0.01, "mask_rcnn/accuracy": 0.8941664134636484, "mask_rcnn/false_negative": 0.08270159971107985, "mask_rcnn/false_positive": 0.12827310281037363, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7731853956356645, "total_loss": 1.6934579131484497} {"data_time": 0.015222175046801567, "eta_seconds": 89324.34935720544, "iteration": 155079, "loss_fcos_cls": 0.2859392026439309, "loss_fcos_ctr": 0.6202099691145122, "loss_fcos_loc": 0.1996993136126548, "loss_mask": 0.26846291264519095, "loss_maskiou": 0.0055691652378300205, "loss_sem_seg": 0.31881862436421216, "lr": 0.01, "mask_rcnn/accuracy": 0.848827425707125, "mask_rcnn/false_negative": 0.11608930917699195, "mask_rcnn/false_positive": 0.18863812303333594, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.75, "time": 0.7827973822131753, "total_loss": 1.686134638483054} {"data_time": 0.01618721429258585, "eta_seconds": 89316.09405788034, "iteration": 155099, "loss_fcos_cls": 0.26946147298440337, "loss_fcos_ctr": 0.6244332995265722, "loss_fcos_loc": 0.20231641246937215, "loss_mask": 0.29320687986910343, "loss_maskiou": 0.005632927322949399, "loss_sem_seg": 0.3089294112287462, "lr": 0.01, "mask_rcnn/accuracy": 0.8652095893836036, "mask_rcnn/false_negative": 0.11639890828278557, "mask_rcnn/false_positive": 0.13877290611284862, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.75, "time": 0.7838806118816137, "total_loss": 1.7032324549509212} {"data_time": 0.016617661342024803, "eta_seconds": 89363.02659674454, "iteration": 155119, "loss_fcos_cls": 0.27093471214175224, "loss_fcos_ctr": 0.6239767018705606, "loss_fcos_loc": 0.1997426792513579, "loss_mask": 0.26338160410523415, "loss_maskiou": 0.005770692252553999, "loss_sem_seg": 0.3410228271968663, "lr": 0.01, "mask_rcnn/accuracy": 0.8831275879917184, "mask_rcnn/false_negative": 0.0819440036918247, "mask_rcnn/false_positive": 0.13954731421274594, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.0, "time": 0.7868813192471862, "total_loss": 1.68803780797316} {"data_time": 0.01538093015551567, "eta_seconds": 89285.0008231625, "iteration": 155139, "loss_fcos_cls": 0.27042556973174214, "loss_fcos_ctr": 0.6209638798609376, "loss_fcos_loc": 0.20893816440366209, "loss_mask": 0.2814500154927373, "loss_maskiou": 0.005941433759289794, "loss_sem_seg": 0.2871487280353904, "lr": 0.01, "mask_rcnn/accuracy": 0.8652183095460406, "mask_rcnn/false_negative": 0.11908617761501408, "mask_rcnn/false_positive": 0.16720797716087618, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.25, "time": 0.7824662756174803, "total_loss": 1.6756714499351801} {"data_time": 0.01647464744746685, "eta_seconds": 89344.55036368128, "iteration": 155159, "loss_fcos_cls": 0.2602223858702928, "loss_fcos_ctr": 0.6221827026456594, "loss_fcos_loc": 0.2055532397935167, "loss_mask": 0.2671538479626179, "loss_maskiou": 0.005356485191441607, "loss_sem_seg": 0.29794535832479596, "lr": 0.01, "mask_rcnn/accuracy": 0.8703625447139343, "mask_rcnn/false_negative": 0.1042194471536384, "mask_rcnn/false_positive": 0.14502787294201028, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.0, "time": 0.7935442440211773, "total_loss": 1.6484540179662872} {"data_time": 0.017532016150653362, "eta_seconds": 89364.99142927863, "iteration": 155179, "loss_fcos_cls": 0.2633021610090509, "loss_fcos_ctr": 0.6228747107088566, "loss_fcos_loc": 0.20332556846551597, "loss_mask": 0.27449204307049513, "loss_maskiou": 0.005745746835600585, "loss_sem_seg": 0.36433272063732147, "lr": 0.01, "mask_rcnn/accuracy": 0.896981136777055, "mask_rcnn/false_negative": 0.08309916220898893, "mask_rcnn/false_positive": 0.12740410049410733, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7755608297884464, "total_loss": 1.7140394863963593} {"data_time": 0.016507716849446297, "eta_seconds": 89300.79661852587, "iteration": 155199, "loss_fcos_cls": 0.2612043379340321, "loss_fcos_ctr": 0.6198502983897924, "loss_fcos_loc": 0.19979861029423773, "loss_mask": 0.2751113688573241, "loss_maskiou": 0.0060524424916366115, "loss_sem_seg": 0.26590826641768217, "lr": 0.01, "mask_rcnn/accuracy": 0.8688557856078348, "mask_rcnn/false_negative": 0.09451554265319198, "mask_rcnn/false_positive": 0.13389566549482262, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7672242308035493, "total_loss": 1.658800779041485} {"data_time": 0.016097892075777054, "eta_seconds": 89309.24748333171, "iteration": 155219, "loss_fcos_cls": 0.2599991725292057, "loss_fcos_ctr": 0.6211271546781063, "loss_fcos_loc": 0.20842198026366532, "loss_mask": 0.27144395373761654, "loss_maskiou": 0.006097294462961145, "loss_sem_seg": 0.2726290002465248, "lr": 0.01, "mask_rcnn/accuracy": 0.8981239708867932, "mask_rcnn/false_negative": 0.10646229570992927, "mask_rcnn/false_positive": 0.13210248973013317, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7835015235468745, "total_loss": 1.660248466887424} {"data_time": 0.01661195233464241, "eta_seconds": 89378.26811205596, "iteration": 155239, "loss_fcos_cls": 0.25499123334884644, "loss_fcos_ctr": 0.6214343621395528, "loss_fcos_loc": 0.2079983507283032, "loss_mask": 0.2656010240316391, "loss_maskiou": 0.005077387628261931, "loss_sem_seg": 0.3073943629860878, "lr": 0.01, "mask_rcnn/accuracy": 0.8709228853399207, "mask_rcnn/false_negative": 0.09329281854374061, "mask_rcnn/false_positive": 0.15634039579105333, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.0, "time": 0.7911336831748486, "total_loss": 1.6844691415462876} {"data_time": 0.01780757959932089, "eta_seconds": 89431.68588871602, "iteration": 155259, "loss_fcos_cls": 0.26809160225093365, "loss_fcos_ctr": 0.6238524597138166, "loss_fcos_loc": 0.20847129658795893, "loss_mask": 0.28118156734853983, "loss_maskiou": 0.006352326934575103, "loss_sem_seg": 0.2997020666953176, "lr": 0.01, "mask_rcnn/accuracy": 0.8403244460097472, "mask_rcnn/false_negative": 0.1022964859477335, "mask_rcnn/false_positive": 0.16426282533226438, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7965130489319563, "total_loss": 1.7018667097290745} {"data_time": 0.016608165577054024, "eta_seconds": 89417.99677895568, "iteration": 155279, "loss_fcos_cls": 0.25630386429838836, "loss_fcos_ctr": 0.6223811190575361, "loss_fcos_loc": 0.19681568746455014, "loss_mask": 0.28447768185287714, "loss_maskiou": 0.005799164006020874, "loss_sem_seg": 0.2773662391118705, "lr": 0.01, "mask_rcnn/accuracy": 0.8608367346938776, "mask_rcnn/false_negative": 0.1047712889912961, "mask_rcnn/false_positive": 0.1517918710883025, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.5, "time": 0.7821272192522883, "total_loss": 1.6811673929114477} {"data_time": 0.015259603038430214, "eta_seconds": 89393.95536984783, "iteration": 155299, "loss_fcos_cls": 0.24947721790522337, "loss_fcos_ctr": 0.6195086715742946, "loss_fcos_loc": 0.18758165067993104, "loss_mask": 0.269207282923162, "loss_maskiou": 0.005728930322220549, "loss_sem_seg": 0.31331009801942855, "lr": 0.01, "mask_rcnn/accuracy": 0.887183293872404, "mask_rcnn/false_negative": 0.0951111398970726, "mask_rcnn/false_positive": 0.14857508386012702, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.75, "time": 0.7796910889446735, "total_loss": 1.6508604150876636} {"data_time": 0.01597228366881609, "eta_seconds": 89398.87676491868, "iteration": 155319, "loss_fcos_cls": 0.24320832011289895, "loss_fcos_ctr": 0.6218138057738543, "loss_fcos_loc": 0.1965977749787271, "loss_mask": 0.27435957826673985, "loss_maskiou": 0.005347204940335359, "loss_sem_seg": 0.26013617310673, "lr": 0.01, "mask_rcnn/accuracy": 0.8825978550334863, "mask_rcnn/false_negative": 0.09853798431287214, "mask_rcnn/false_positive": 0.11322799065483093, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.75, "time": 0.7932915082201362, "total_loss": 1.6148735443275655} {"data_time": 0.015509618446230888, "eta_seconds": 89362.78076618444, "iteration": 155339, "loss_fcos_cls": 0.2550787136424333, "loss_fcos_ctr": 0.6213061101734638, "loss_fcos_loc": 0.19213904527714476, "loss_mask": 0.2738198498263955, "loss_maskiou": 0.00547259771701647, "loss_sem_seg": 0.2592650024453178, "lr": 0.01, "mask_rcnn/accuracy": 0.8681340236316997, "mask_rcnn/false_negative": 0.10100644972723995, "mask_rcnn/false_positive": 0.12354186578427502, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.25, "time": 0.7701249653473496, "total_loss": 1.6173318085056962} {"data_time": 0.017827702686190605, "eta_seconds": 89347.19346435275, "iteration": 155359, "loss_fcos_cls": 0.26172207295894623, "loss_fcos_ctr": 0.6227727583609521, "loss_fcos_loc": 0.20403776585590094, "loss_mask": 0.27198594715446234, "loss_maskiou": 0.005886960003408603, "loss_sem_seg": 0.3056447501294315, "lr": 0.01, "mask_rcnn/accuracy": 0.885050984172078, "mask_rcnn/false_negative": 0.08704760106939465, "mask_rcnn/false_positive": 0.16321619683371758, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7806419022381306, "total_loss": 1.6814020868259831} {"data_time": 0.015114507637917995, "eta_seconds": 89322.01518065203, "iteration": 155379, "loss_fcos_cls": 0.25584125093882903, "loss_fcos_ctr": 0.6230427613481879, "loss_fcos_loc": 0.20098850748036057, "loss_mask": 0.26652456633746624, "loss_maskiou": 0.004703365375462454, "loss_sem_seg": 0.26483557000756264, "lr": 0.01, "mask_rcnn/accuracy": 0.8783350542597992, "mask_rcnn/false_negative": 0.09272125420230788, "mask_rcnn/false_positive": 0.1326790741718597, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.7717606713995337, "total_loss": 1.615202381472045} {"data_time": 0.015934576280415058, "eta_seconds": 89229.00233920943, "iteration": 155399, "loss_fcos_cls": 0.23180316644720733, "loss_fcos_ctr": 0.6215262813493609, "loss_fcos_loc": 0.20065956737380475, "loss_mask": 0.26957272086292505, "loss_maskiou": 0.005164839487406425, "loss_sem_seg": 0.25750049157068133, "lr": 0.01, "mask_rcnn/accuracy": 0.8767760129116469, "mask_rcnn/false_negative": 0.10340211077077034, "mask_rcnn/false_positive": 0.11945960305536579, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.5, "time": 0.7594281248748302, "total_loss": 1.559819564819918} {"data_time": 0.015312591567635536, "eta_seconds": 89201.47465209197, "iteration": 155419, "loss_fcos_cls": 0.2521649703849107, "loss_fcos_ctr": 0.6188877280801535, "loss_fcos_loc": 0.19718987576197833, "loss_mask": 0.27942715818062425, "loss_maskiou": 0.006230666949704755, "loss_sem_seg": 0.27968984050676227, "lr": 0.01, "mask_rcnn/accuracy": 0.8974467399836188, "mask_rcnn/false_negative": 0.11173913808142147, "mask_rcnn/false_positive": 0.11011386869710318, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.75, "time": 0.7683441862463951, "total_loss": 1.6546139038982801} {"data_time": 0.016015891917049885, "eta_seconds": 89162.63386601396, "iteration": 155439, "loss_fcos_cls": 0.2529023801907897, "loss_fcos_ctr": 0.6207863884046674, "loss_fcos_loc": 0.20419830724131316, "loss_mask": 0.26802410930395126, "loss_maskiou": 0.005919026742049027, "loss_sem_seg": 0.29570203134790063, "lr": 0.01, "mask_rcnn/accuracy": 0.9075656481094745, "mask_rcnn/false_negative": 0.09019291021215584, "mask_rcnn/false_positive": 0.12256949105337388, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7675172863528132, "total_loss": 1.6438879909219395} {"data_time": 0.016230246052145958, "eta_seconds": 89115.8503190754, "iteration": 155459, "loss_fcos_cls": 0.24888660269789398, "loss_fcos_ctr": 0.6228216611780226, "loss_fcos_loc": 0.2004462885670364, "loss_mask": 0.26827898621559143, "loss_maskiou": 0.005397458910010755, "loss_sem_seg": 0.25779488583793864, "lr": 0.01, "mask_rcnn/accuracy": 0.8747172047744133, "mask_rcnn/false_negative": 0.10867864774114774, "mask_rcnn/false_positive": 0.1502621406808533, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.773594792932272, "total_loss": 1.5921092824428342} {"data_time": 0.016784491948783398, "eta_seconds": 89101.36766903196, "iteration": 155479, "loss_fcos_cls": 0.26088414317928255, "loss_fcos_ctr": 0.6207313928753138, "loss_fcos_loc": 0.19920287502463907, "loss_mask": 0.2706050486303866, "loss_maskiou": 0.005544693689444102, "loss_sem_seg": 0.30183448176831007, "lr": 0.01, "mask_rcnn/accuracy": 0.8745219715730279, "mask_rcnn/false_negative": 0.10332886648487732, "mask_rcnn/false_positive": 0.14423606566343727, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.765866250731051, "total_loss": 1.6628538775985362} {"data_time": 0.01651162002235651, "eta_seconds": 89085.8069652887, "iteration": 155499, "loss_fcos_cls": 0.2504901997745037, "loss_fcos_ctr": 0.6230374407023191, "loss_fcos_loc": 0.20807695796247572, "loss_mask": 0.2726811645552516, "loss_maskiou": 0.005390203674323857, "loss_sem_seg": 0.2688206572784111, "lr": 0.01, "mask_rcnn/accuracy": 0.8636695397856111, "mask_rcnn/false_negative": 0.12056680256300406, "mask_rcnn/false_positive": 0.16011681955975232, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 26.25, "time": 0.7857293598353863, "total_loss": 1.6447766415658407} {"data_time": 0.016367124393582344, "eta_seconds": 89158.99932547938, "iteration": 155519, "loss_fcos_cls": 0.2588170220842585, "loss_fcos_ctr": 0.6188986971974373, "loss_fcos_loc": 0.19655957713257521, "loss_mask": 0.2853350932709873, "loss_maskiou": 0.005748546216636896, "loss_sem_seg": 0.26975457463413477, "lr": 0.01, "mask_rcnn/accuracy": 0.8765430430646834, "mask_rcnn/false_negative": 0.09507063920310822, "mask_rcnn/false_positive": 0.15152980768484337, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.0, "time": 0.7834040382876992, "total_loss": 1.602650836448447} {"data_time": 0.016001349315047264, "eta_seconds": 89180.39693931211, "iteration": 155539, "loss_fcos_cls": 0.25029545824509114, "loss_fcos_ctr": 0.6213794779032469, "loss_fcos_loc": 0.19520727370399982, "loss_mask": 0.2680565807968378, "loss_maskiou": 0.005404932264355011, "loss_sem_seg": 0.2618789076805115, "lr": 0.01, "mask_rcnn/accuracy": 0.8827333580218958, "mask_rcnn/false_negative": 0.08915103789080116, "mask_rcnn/false_positive": 0.13579181407239238, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7634369404986501, "total_loss": 1.633411460185016} {"data_time": 0.016861858777701855, "eta_seconds": 89197.85922024865, "iteration": 155559, "loss_fcos_cls": 0.2523309807293117, "loss_fcos_ctr": 0.6187939424999058, "loss_fcos_loc": 0.18911095266230404, "loss_mask": 0.2710729786194861, "loss_maskiou": 0.005714606337278383, "loss_sem_seg": 0.2802366865798831, "lr": 0.01, "mask_rcnn/accuracy": 0.8742688042500073, "mask_rcnn/false_negative": 0.09577678482995622, "mask_rcnn/false_positive": 0.1672185553310947, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 31.0, "time": 0.8048960026353598, "total_loss": 1.641447124278784} {"data_time": 0.01534928660839796, "eta_seconds": 89193.78329429775, "iteration": 155579, "loss_fcos_cls": 0.24017583252862096, "loss_fcos_ctr": 0.6201913272961974, "loss_fcos_loc": 0.1891851871041581, "loss_mask": 0.26756403502076864, "loss_maskiou": 0.005923040378547739, "loss_sem_seg": 0.306084627751261, "lr": 0.01, "mask_rcnn/accuracy": 0.8905385028505328, "mask_rcnn/false_negative": 0.09696030211731829, "mask_rcnn/false_positive": 0.14223675180148893, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7828760035336018, "total_loss": 1.6164432820223738} {"data_time": 0.016488862223923206, "eta_seconds": 89210.77843245212, "iteration": 155599, "loss_fcos_cls": 0.25374462199397385, "loss_fcos_ctr": 0.6190278753638268, "loss_fcos_loc": 0.20206353079993278, "loss_mask": 0.2826199037954211, "loss_maskiou": 0.005694959920219844, "loss_sem_seg": 0.24917617056053132, "lr": 0.01, "mask_rcnn/accuracy": 0.8806878306878306, "mask_rcnn/false_negative": 0.09017155589129291, "mask_rcnn/false_positive": 0.16407830835850604, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7636717604473233, "total_loss": 1.6107822094054427} {"data_time": 0.016249210573732853, "eta_seconds": 89217.23840586003, "iteration": 155619, "loss_fcos_cls": 0.2526041886303574, "loss_fcos_ctr": 0.6215634355321527, "loss_fcos_loc": 0.19822603603824973, "loss_mask": 0.2763511724770069, "loss_maskiou": 0.005504486936843023, "loss_sem_seg": 0.2577630574814975, "lr": 0.01, "mask_rcnn/accuracy": 0.8844059962694756, "mask_rcnn/false_negative": 0.09916674307009261, "mask_rcnn/false_positive": 0.13231658547940933, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7729226984083652, "total_loss": 1.5995746766129741} {"data_time": 0.01584869623184204, "eta_seconds": 89203.386175205, "iteration": 155639, "loss_fcos_cls": 0.24377619242295623, "loss_fcos_ctr": 0.6214415887370706, "loss_fcos_loc": 0.1930880347499624, "loss_mask": 0.27973021753132343, "loss_maskiou": 0.005531905961106531, "loss_sem_seg": 0.28048021253198385, "lr": 0.01, "mask_rcnn/accuracy": 0.8788635279513101, "mask_rcnn/false_negative": 0.0802735214007982, "mask_rcnn/false_positive": 0.14932111241825025, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7829469908028841, "total_loss": 1.6246140962939535} {"data_time": 0.01651543192565441, "eta_seconds": 89179.85045364313, "iteration": 155659, "loss_fcos_cls": 0.25296669313684106, "loss_fcos_ctr": 0.6220209486782551, "loss_fcos_loc": 0.20441269443836063, "loss_mask": 0.2659486746415496, "loss_maskiou": 0.005759847568697296, "loss_sem_seg": 0.29213343607261777, "lr": 0.01, "mask_rcnn/accuracy": 0.8621098178854876, "mask_rcnn/false_negative": 0.11633487507184137, "mask_rcnn/false_positive": 0.1548506080331678, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7598120998591185, "total_loss": 1.6594307888881303} {"data_time": 0.015150311402976513, "eta_seconds": 89164.25152579509, "iteration": 155679, "loss_fcos_cls": 0.27010695135686547, "loss_fcos_ctr": 0.6219347333535552, "loss_fcos_loc": 0.20505713834427297, "loss_mask": 0.26551907137036324, "loss_maskiou": 0.005365365774196107, "loss_sem_seg": 0.2540348714683205, "lr": 0.01, "mask_rcnn/accuracy": 0.9066636789851075, "mask_rcnn/false_negative": 0.08299469148600583, "mask_rcnn/false_positive": 0.11423741470762733, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.75, "time": 0.7691800920292735, "total_loss": 1.6449763016353245} {"data_time": 0.015748178586363792, "eta_seconds": 89100.24055305868, "iteration": 155699, "loss_fcos_cls": 0.25811719452030957, "loss_fcos_ctr": 0.6201843293383718, "loss_fcos_loc": 0.19900673907250166, "loss_mask": 0.26705176942050457, "loss_maskiou": 0.005145658687979449, "loss_sem_seg": 0.2616022741422057, "lr": 0.01, "mask_rcnn/accuracy": 0.8784353189327678, "mask_rcnn/false_negative": 0.09945130191226945, "mask_rcnn/false_positive": 0.1290724807872065, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.5, "time": 0.7740743374451995, "total_loss": 1.6293805200475617} {"data_time": 0.01635107584297657, "eta_seconds": 89100.42413403, "iteration": 155719, "loss_fcos_cls": 0.25828085257671773, "loss_fcos_ctr": 0.6195819620043039, "loss_fcos_loc": 0.2046112344833091, "loss_mask": 0.27821945771574974, "loss_maskiou": 0.005588305139099248, "loss_sem_seg": 0.2631540426518768, "lr": 0.01, "mask_rcnn/accuracy": 0.8906132499768615, "mask_rcnn/false_negative": 0.08689552600492001, "mask_rcnn/false_positive": 0.14020495846341363, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.7845089444890618, "total_loss": 1.621524515314377} {"data_time": 0.018729734234511852, "eta_seconds": 89084.83091658633, "iteration": 155739, "loss_fcos_cls": 0.2577652911422774, "loss_fcos_ctr": 0.6203652685508132, "loss_fcos_loc": 0.19561156909912825, "loss_mask": 0.271761697717011, "loss_maskiou": 0.005065787234343588, "loss_sem_seg": 0.2763257399201393, "lr": 0.01, "mask_rcnn/accuracy": 0.8889071757735352, "mask_rcnn/false_negative": 0.099806785140199, "mask_rcnn/false_positive": 0.13394905604786186, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7668725335970521, "total_loss": 1.614122884668177} {"data_time": 0.016686031594872475, "eta_seconds": 89035.4474277189, "iteration": 155759, "loss_fcos_cls": 0.2511119022965431, "loss_fcos_ctr": 0.6184397921897471, "loss_fcos_loc": 0.1947122300043702, "loss_mask": 0.25727076549082994, "loss_maskiou": 0.00539184408262372, "loss_sem_seg": 0.25309027126058936, "lr": 0.01, "mask_rcnn/accuracy": 0.8725566525311423, "mask_rcnn/false_negative": 0.10848574557430857, "mask_rcnn/false_positive": 0.13602356856080977, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.25, "time": 0.7696068333461881, "total_loss": 1.587858748556755} {"data_time": 0.01747298240661621, "eta_seconds": 89010.83290159144, "iteration": 155779, "loss_fcos_cls": 0.2678832192905247, "loss_fcos_ctr": 0.6213939120061696, "loss_fcos_loc": 0.19836846680846065, "loss_mask": 0.2664845176041126, "loss_maskiou": 0.0057867776886268985, "loss_sem_seg": 0.31519246846437454, "lr": 0.01, "mask_rcnn/accuracy": 0.8773259575569359, "mask_rcnn/false_negative": 0.09109240424081588, "mask_rcnn/false_positive": 0.1953150094838779, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7781112650409341, "total_loss": 1.6808947930694558} {"data_time": 0.017170142382383347, "eta_seconds": 88992.25905327033, "iteration": 155799, "loss_fcos_cls": 0.26994646759703755, "loss_fcos_ctr": 0.618139086291194, "loss_fcos_loc": 0.19014997710473835, "loss_mask": 0.2756712641566992, "loss_maskiou": 0.0054534879309358075, "loss_sem_seg": 0.28417132003232837, "lr": 0.01, "mask_rcnn/accuracy": 0.8789721279995515, "mask_rcnn/false_negative": 0.08896501551818958, "mask_rcnn/false_positive": 0.14127667095926377, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.765342878177762, "total_loss": 1.648939701364725} {"data_time": 0.015699386596679688, "eta_seconds": 88889.02673587017, "iteration": 155819, "loss_fcos_cls": 0.2566687000216916, "loss_fcos_ctr": 0.6207836307585239, "loss_fcos_loc": 0.1973745566792786, "loss_mask": 0.2616552356630564, "loss_maskiou": 0.005305615661200136, "loss_sem_seg": 0.24925115471705794, "lr": 0.01, "mask_rcnn/accuracy": 0.8878148090222004, "mask_rcnn/false_negative": 0.08094678476459896, "mask_rcnn/false_positive": 0.14741810013882492, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 37.0, "time": 0.7785306386649609, "total_loss": 1.5985762602031173} {"data_time": 0.016227436251938343, "eta_seconds": 88873.4568903204, "iteration": 155839, "loss_fcos_cls": 0.24134701257571578, "loss_fcos_ctr": 0.618415086530149, "loss_fcos_loc": 0.18892818153835833, "loss_mask": 0.26493166480213404, "loss_maskiou": 0.005570888635702431, "loss_sem_seg": 0.26755849993787706, "lr": 0.01, "mask_rcnn/accuracy": 0.8862694306694641, "mask_rcnn/false_negative": 0.08341179368320664, "mask_rcnn/false_positive": 0.14483187350701227, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.75, "time": 0.755482885055244, "total_loss": 1.5916044906407478} {"data_time": 0.016257459297776222, "eta_seconds": 88753.55388209224, "iteration": 155859, "loss_fcos_cls": 0.26722378795966506, "loss_fcos_ctr": 0.6190364863723516, "loss_fcos_loc": 0.19515255745500326, "loss_mask": 0.27482044603675604, "loss_maskiou": 0.006062832952011377, "loss_sem_seg": 0.2752508607227355, "lr": 0.01, "mask_rcnn/accuracy": 0.8798640054613395, "mask_rcnn/false_negative": 0.09588043652141079, "mask_rcnn/false_positive": 0.1394512823617693, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 34.25, "time": 0.7679393803700805, "total_loss": 1.6281847809877945} {"data_time": 0.01933413464576006, "eta_seconds": 88735.60658244323, "iteration": 155879, "loss_fcos_cls": 0.2606378551572561, "loss_fcos_ctr": 0.6223900662735105, "loss_fcos_loc": 0.19611405837349594, "loss_mask": 0.26262576784938574, "loss_maskiou": 0.005215125827817246, "loss_sem_seg": 0.27403877954930067, "lr": 0.01, "mask_rcnn/accuracy": 0.8885518053375197, "mask_rcnn/false_negative": 0.08266965881426203, "mask_rcnn/false_positive": 0.12440560532558395, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 25.0, "time": 0.7736971182748675, "total_loss": 1.6251064206589945} {"data_time": 0.016022796742618084, "eta_seconds": 88666.29807615466, "iteration": 155899, "loss_fcos_cls": 0.25580791872926056, "loss_fcos_ctr": 0.6196276685222983, "loss_fcos_loc": 0.18840952520258725, "loss_mask": 0.26389511302113533, "loss_maskiou": 0.005432398247648962, "loss_sem_seg": 0.27423856093082577, "lr": 0.01, "mask_rcnn/accuracy": 0.9100354630488559, "mask_rcnn/false_negative": 0.07671797554391636, "mask_rcnn/false_positive": 0.122266564736558, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.75, "time": 0.7747603310272098, "total_loss": 1.6429147418457433} {"data_time": 0.018015626817941666, "eta_seconds": 88639.14746872522, "iteration": 155919, "loss_fcos_cls": 0.2574538530316204, "loss_fcos_ctr": 0.6215189932845533, "loss_fcos_loc": 0.20185528876027092, "loss_mask": 0.2740428731776774, "loss_maskiou": 0.005946227414824534, "loss_sem_seg": 0.2834449764341116, "lr": 0.01, "mask_rcnn/accuracy": 0.8898720187045659, "mask_rcnn/false_negative": 0.0837377711561767, "mask_rcnn/false_positive": 0.14000849153752093, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7957174517214298, "total_loss": 1.6922864291445876} {"data_time": 0.016974580474197865, "eta_seconds": 88691.34762570262, "iteration": 155939, "loss_fcos_cls": 0.25189744657836854, "loss_fcos_ctr": 0.622107510920614, "loss_fcos_loc": 0.202288796659559, "loss_mask": 0.2721370393410325, "loss_maskiou": 0.005440466135041788, "loss_sem_seg": 0.30216904846020043, "lr": 0.01, "mask_rcnn/accuracy": 0.863514155662265, "mask_rcnn/false_negative": 0.08936699704964679, "mask_rcnn/false_positive": 0.16705546077400085, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.793247097171843, "total_loss": 1.6850544396729674} {"data_time": 0.01722436398267746, "eta_seconds": 88649.41662414651, "iteration": 155959, "loss_fcos_cls": 0.2724236538633704, "loss_fcos_ctr": 0.6202990335877985, "loss_fcos_loc": 0.20447113580303267, "loss_mask": 0.2656297441571951, "loss_maskiou": 0.005466780698043294, "loss_sem_seg": 0.25299652316607535, "lr": 0.01, "mask_rcnn/accuracy": 0.8731654486118772, "mask_rcnn/false_negative": 0.10141284096296646, "mask_rcnn/false_positive": 0.1526608276219898, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7646658681333065, "total_loss": 1.6290281623005285} {"data_time": 0.016851854510605335, "eta_seconds": 88539.11679708771, "iteration": 155979, "loss_fcos_cls": 0.26568414573557675, "loss_fcos_ctr": 0.6216885736212134, "loss_fcos_loc": 0.2036170514766127, "loss_mask": 0.2643476673401892, "loss_maskiou": 0.005334349953045603, "loss_sem_seg": 0.2868338057305664, "lr": 0.01, "mask_rcnn/accuracy": 0.8788674560733385, "mask_rcnn/false_negative": 0.08940337342369338, "mask_rcnn/false_positive": 0.14172634768651557, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.5, "time": 0.7686682073399425, "total_loss": 1.6379687545340857} {"data_time": 0.015934745781123638, "eta_seconds": 88523.58647955023, "iteration": 155999, "loss_fcos_cls": 0.25804537057410926, "loss_fcos_ctr": 0.6200530582573265, "loss_fcos_loc": 0.1916474603349343, "loss_mask": 0.2817687802016735, "loss_maskiou": 0.005751710439653834, "loss_sem_seg": 0.29367078747600317, "lr": 0.01, "mask_rcnn/accuracy": 0.8888316802078339, "mask_rcnn/false_negative": 0.10103976502772058, "mask_rcnn/false_positive": 0.12643922635533655, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.777060960419476, "total_loss": 1.6478749716916354} {"data_time": 0.017873899079859257, "eta_seconds": 88494.03015576676, "iteration": 156019, "loss_fcos_cls": 0.2568632266484201, "loss_fcos_ctr": 0.619028115645051, "loss_fcos_loc": 0.194714174605906, "loss_mask": 0.2637841459363699, "loss_maskiou": 0.0053027798276161775, "loss_sem_seg": 0.2888218346051872, "lr": 0.01, "mask_rcnn/accuracy": 0.8763322751167735, "mask_rcnn/false_negative": 0.1089857489598926, "mask_rcnn/false_positive": 0.13813739837493672, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7694347510114312, "total_loss": 1.6056374973977654} {"data_time": 0.016682066023349762, "eta_seconds": 88461.30034577753, "iteration": 156039, "loss_fcos_cls": 0.24801044509513304, "loss_fcos_ctr": 0.6193423350341618, "loss_fcos_loc": 0.2019206420518458, "loss_mask": 0.27905870880931616, "loss_maskiou": 0.005944331700447947, "loss_sem_seg": 0.2857048742007464, "lr": 0.01, "mask_rcnn/accuracy": 0.891912320483749, "mask_rcnn/false_negative": 0.07670443100237216, "mask_rcnn/false_positive": 0.12615079973006887, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.75, "time": 0.7609115764498711, "total_loss": 1.6469152677746024} {"data_time": 0.015658107586205006, "eta_seconds": 88441.81526566576, "iteration": 156059, "loss_fcos_cls": 0.24549616710282862, "loss_fcos_ctr": 0.6183202024549246, "loss_fcos_loc": 0.1943707545287907, "loss_mask": 0.24819953832775354, "loss_maskiou": 0.005349557206500322, "loss_sem_seg": 0.258211072999984, "lr": 0.01, "mask_rcnn/accuracy": 0.8848210229116635, "mask_rcnn/false_negative": 0.08902553302779653, "mask_rcnn/false_positive": 0.1435812853965656, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7729238662868738, "total_loss": 1.6133475724054733} {"data_time": 0.018293562345206738, "eta_seconds": 88365.216058488, "iteration": 156079, "loss_fcos_cls": 0.259345724247396, "loss_fcos_ctr": 0.6212728545069695, "loss_fcos_loc": 0.20142257935367525, "loss_mask": 0.2679573306813836, "loss_maskiou": 0.005690279765985906, "loss_sem_seg": 0.26283085788600147, "lr": 0.01, "mask_rcnn/accuracy": 0.8833138123037676, "mask_rcnn/false_negative": 0.10010432067630107, "mask_rcnn/false_positive": 0.15578530489504272, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.7702937265858054, "total_loss": 1.6223266852539382} {"data_time": 0.01588316820561886, "eta_seconds": 88389.27694723103, "iteration": 156099, "loss_fcos_cls": 0.2521268022246659, "loss_fcos_ctr": 0.619404748082161, "loss_fcos_loc": 0.19142180343624204, "loss_mask": 0.2664909949526191, "loss_maskiou": 0.0055148337632999755, "loss_sem_seg": 0.26898452360183, "lr": 0.01, "mask_rcnn/accuracy": 0.8602297190195942, "mask_rcnn/false_negative": 0.09929018783627255, "mask_rcnn/false_positive": 0.16788903225179097, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.75, "time": 0.7865306967869401, "total_loss": 1.601758737131604} {"data_time": 0.01705346442759037, "eta_seconds": 88304.69415956829, "iteration": 156119, "loss_fcos_cls": 0.249044104013592, "loss_fcos_ctr": 0.6192819848656654, "loss_fcos_loc": 0.19853546959348023, "loss_mask": 0.2663619387894869, "loss_maskiou": 0.005983059178106487, "loss_sem_seg": 0.26544816605746746, "lr": 0.01, "mask_rcnn/accuracy": 0.8655689548546691, "mask_rcnn/false_negative": 0.09967171511085188, "mask_rcnn/false_positive": 0.1433498958116298, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.75, "time": 0.7645834432914853, "total_loss": 1.6319192647497403} {"data_time": 0.01635782327502966, "eta_seconds": 88282.98960710317, "iteration": 156139, "loss_fcos_cls": 0.24449481442570686, "loss_fcos_ctr": 0.6184100238606334, "loss_fcos_loc": 0.18971380515722558, "loss_mask": 0.27486301958560944, "loss_maskiou": 0.005203485197853297, "loss_sem_seg": 0.28085646219551563, "lr": 0.01, "mask_rcnn/accuracy": 0.8875256451787064, "mask_rcnn/false_negative": 0.07602759916516291, "mask_rcnn/false_positive": 0.14588493088580345, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.765136412344873, "total_loss": 1.6231005330373591} {"data_time": 0.015544875524938107, "eta_seconds": 88199.00886530522, "iteration": 156159, "loss_fcos_cls": 0.2531588892452419, "loss_fcos_ctr": 0.6173708038404584, "loss_fcos_loc": 0.19095577963162214, "loss_mask": 0.2631722055375576, "loss_maskiou": 0.006046185186278308, "loss_sem_seg": 0.24217227729968727, "lr": 0.01, "mask_rcnn/accuracy": 0.870070553308931, "mask_rcnn/false_negative": 0.12101602465872603, "mask_rcnn/false_positive": 0.1236789905086926, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.25, "time": 0.7623097831383348, "total_loss": 1.5910408169438597} {"data_time": 0.014493728056550026, "eta_seconds": 88162.22971681505, "iteration": 156179, "loss_fcos_cls": 0.2609215150587261, "loss_fcos_ctr": 0.6196874463930726, "loss_fcos_loc": 0.19665098347468302, "loss_mask": 0.2748598977923393, "loss_maskiou": 0.005882685982214753, "loss_sem_seg": 0.27243259735405445, "lr": 0.01, "mask_rcnn/accuracy": 0.8793529434507701, "mask_rcnn/false_negative": 0.09599041819386447, "mask_rcnn/false_positive": 0.12020778831853413, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.25, "time": 0.7715646121650934, "total_loss": 1.6418719556968426} {"data_time": 0.016003486700356007, "eta_seconds": 88250.57884175517, "iteration": 156199, "loss_fcos_cls": 0.2493813126347959, "loss_fcos_ctr": 0.62117212661542, "loss_fcos_loc": 0.20262339641340077, "loss_mask": 0.27685740403831005, "loss_maskiou": 0.005129838100401685, "loss_sem_seg": 0.2681996615137905, "lr": 0.01, "mask_rcnn/accuracy": 0.8831815538715486, "mask_rcnn/false_negative": 0.09560371120141875, "mask_rcnn/false_positive": 0.1471637854936696, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7882916266098619, "total_loss": 1.6359132342695375} {"data_time": 0.017155807465314865, "eta_seconds": 88227.15295940358, "iteration": 156219, "loss_fcos_cls": 0.2520477157086134, "loss_fcos_ctr": 0.6223112475126982, "loss_fcos_loc": 0.19359905237797648, "loss_mask": 0.2754832962527871, "loss_maskiou": 0.005122791335452348, "loss_sem_seg": 0.29702949430793524, "lr": 0.01, "mask_rcnn/accuracy": 0.8962549245287341, "mask_rcnn/false_negative": 0.0870870966219662, "mask_rcnn/false_positive": 0.13217050445499298, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.75, "time": 0.7817052947357297, "total_loss": 1.6396994860842824} {"data_time": 0.016973434016108513, "eta_seconds": 88187.21698743664, "iteration": 156239, "loss_fcos_cls": 0.24035240849480033, "loss_fcos_ctr": 0.6166419447399676, "loss_fcos_loc": 0.18855538335628808, "loss_mask": 0.2672689245082438, "loss_maskiou": 0.005283532693283632, "loss_sem_seg": 0.2614950477145612, "lr": 0.01, "mask_rcnn/accuracy": 0.8840375893947323, "mask_rcnn/false_negative": 0.09418434099016701, "mask_rcnn/false_positive": 0.1576443797876836, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 28.0, "time": 0.7751935375854373, "total_loss": 1.590278256961028} {"data_time": 0.016455838456749916, "eta_seconds": 88145.38763934374, "iteration": 156259, "loss_fcos_cls": 0.25244393409229815, "loss_fcos_ctr": 0.6236484982073307, "loss_fcos_loc": 0.2036366588436067, "loss_mask": 0.27479445096105337, "loss_maskiou": 0.006125643529230729, "loss_sem_seg": 0.28190569090656936, "lr": 0.01, "mask_rcnn/accuracy": 0.8679804081105174, "mask_rcnn/false_negative": 0.12050045568311285, "mask_rcnn/false_positive": 0.13220967528793615, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7901817234233022, "total_loss": 1.624225402600132} {"data_time": 0.017926884815096855, "eta_seconds": 88106.03813363705, "iteration": 156279, "loss_fcos_cls": 0.2504903844092041, "loss_fcos_ctr": 0.6208253586664796, "loss_fcos_loc": 0.19593244435964152, "loss_mask": 0.27463228860870004, "loss_maskiou": 0.005496016841789242, "loss_sem_seg": 0.27429862995631993, "lr": 0.01, "mask_rcnn/accuracy": 0.8691901760704281, "mask_rcnn/false_negative": 0.09294031788820847, "mask_rcnn/false_positive": 0.16444915902105564, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.5, "time": 0.7766651455312967, "total_loss": 1.6297473781305598} {"data_time": 0.017246338538825512, "eta_seconds": 88114.38900643587, "iteration": 156299, "loss_fcos_cls": 0.25918153254315257, "loss_fcos_ctr": 0.6201572716236115, "loss_fcos_loc": 0.1918973852880299, "loss_mask": 0.25472038332372904, "loss_maskiou": 0.005280102021060884, "loss_sem_seg": 0.2611748822964728, "lr": 0.01, "mask_rcnn/accuracy": 0.8732993197278911, "mask_rcnn/false_negative": 0.09498227997677941, "mask_rcnn/false_positive": 0.15222550360141837, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.5, "time": 0.783231632784009, "total_loss": 1.5952392920735292} {"data_time": 0.01586224790662527, "eta_seconds": 88053.79004258662, "iteration": 156319, "loss_fcos_cls": 0.2606490810867399, "loss_fcos_ctr": 0.6225735954940319, "loss_fcos_loc": 0.20216582098510116, "loss_mask": 0.2658604374155402, "loss_maskiou": 0.006081648083636537, "loss_sem_seg": 0.28732949448749423, "lr": 0.01, "mask_rcnn/accuracy": 0.8846535392107153, "mask_rcnn/false_negative": 0.10516396809517646, "mask_rcnn/false_positive": 0.13741238916250148, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7778794812038541, "total_loss": 1.664626161720662} {"data_time": 0.016780140809714794, "eta_seconds": 88083.390373528, "iteration": 156339, "loss_fcos_cls": 0.25130839709891006, "loss_fcos_ctr": 0.621766765601933, "loss_fcos_loc": 0.19202812714502215, "loss_mask": 0.268712570425123, "loss_maskiou": 0.005854849565366749, "loss_sem_seg": 0.283552051987499, "lr": 0.01, "mask_rcnn/accuracy": 0.9002773195744463, "mask_rcnn/false_negative": 0.07873970556310673, "mask_rcnn/false_positive": 0.11516844512694538, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7838018778711557, "total_loss": 1.6416226054861909} {"data_time": 0.0166153060272336, "eta_seconds": 88022.80727852136, "iteration": 156359, "loss_fcos_cls": 0.2522759197745472, "loss_fcos_ctr": 0.6207086583599448, "loss_fcos_loc": 0.19771038508042693, "loss_mask": 0.2660353295505047, "loss_maskiou": 0.005587090665358119, "loss_sem_seg": 0.26558692334219813, "lr": 0.01, "mask_rcnn/accuracy": 0.8793171780245341, "mask_rcnn/false_negative": 0.08753353855545083, "mask_rcnn/false_positive": 0.15267309387804473, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7734708851203322, "total_loss": 1.6247829351996188} {"data_time": 0.01761027332395315, "eta_seconds": 88096.90378750116, "iteration": 156379, "loss_fcos_cls": 0.25021619570907205, "loss_fcos_ctr": 0.623666251078248, "loss_fcos_loc": 0.2074473372194916, "loss_mask": 0.279973603785038, "loss_maskiou": 0.0060795244498876855, "loss_sem_seg": 0.27261874836403877, "lr": 0.01, "mask_rcnn/accuracy": 0.8786124051069704, "mask_rcnn/false_negative": 0.11974134628129639, "mask_rcnn/false_positive": 0.15436619218222053, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.0, "time": 0.8010790031403303, "total_loss": 1.6557584176480304} {"data_time": 0.015632497146725655, "eta_seconds": 88142.90743028373, "iteration": 156399, "loss_fcos_cls": 0.2599074295721948, "loss_fcos_ctr": 0.6180151756852865, "loss_fcos_loc": 0.19731784984469414, "loss_mask": 0.27157827466726303, "loss_maskiou": 0.005985057177895214, "loss_sem_seg": 0.25610043853521347, "lr": 0.01, "mask_rcnn/accuracy": 0.8753768552875696, "mask_rcnn/false_negative": 0.0931921981233228, "mask_rcnn/false_positive": 0.14421693095700122, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7802805323153734, "total_loss": 1.6371236332124681} {"data_time": 0.014661846682429314, "eta_seconds": 88187.52590324543, "iteration": 156419, "loss_fcos_cls": 0.24799883598461747, "loss_fcos_ctr": 0.6222862610593438, "loss_fcos_loc": 0.20435051550157368, "loss_mask": 0.28790542017668486, "loss_maskiou": 0.005640288989525288, "loss_sem_seg": 0.27606246853247285, "lr": 0.01, "mask_rcnn/accuracy": 0.8951951160899143, "mask_rcnn/false_negative": 0.06848030017786806, "mask_rcnn/false_positive": 0.14236304073796563, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.785299751907587, "total_loss": 1.6504603285429766} {"data_time": 0.017498101107776165, "eta_seconds": 88220.7451186683, "iteration": 156439, "loss_fcos_cls": 0.2472033053636551, "loss_fcos_ctr": 0.6223765974864364, "loss_fcos_loc": 0.19739182945340872, "loss_mask": 0.27088377997279167, "loss_maskiou": 0.005429632088635117, "loss_sem_seg": 0.29560375097207725, "lr": 0.01, "mask_rcnn/accuracy": 0.862495275888133, "mask_rcnn/false_negative": 0.11623979035261138, "mask_rcnn/false_positive": 0.18164936266419635, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.0, "time": 0.7725818352773786, "total_loss": 1.6298837387294043} {"data_time": 0.015950596891343594, "eta_seconds": 88200.62737517059, "iteration": 156459, "loss_fcos_cls": 0.2555973478592932, "loss_fcos_ctr": 0.6203898619860411, "loss_fcos_loc": 0.20078439032658935, "loss_mask": 0.27660056948661804, "loss_maskiou": 0.006073186537832953, "loss_sem_seg": 0.29752670833840966, "lr": 0.01, "mask_rcnn/accuracy": 0.8834591288874896, "mask_rcnn/false_negative": 0.12076103632728571, "mask_rcnn/false_positive": 0.1419039936768074, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.0, "time": 0.7764753624796867, "total_loss": 1.6628410204357351} {"data_time": 0.016171852126717567, "eta_seconds": 88185.09102664888, "iteration": 156479, "loss_fcos_cls": 0.25646169297397137, "loss_fcos_ctr": 0.6216306481510401, "loss_fcos_loc": 0.19608487223740667, "loss_mask": 0.2625451637431979, "loss_maskiou": 0.005526014545466751, "loss_sem_seg": 0.27370242355391383, "lr": 0.01, "mask_rcnn/accuracy": 0.8819486021449396, "mask_rcnn/false_negative": 0.10027559440486028, "mask_rcnn/false_positive": 0.14362143934619043, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.5, "time": 0.7754076085984707, "total_loss": 1.6521819145127665} {"data_time": 0.01699566002935171, "eta_seconds": 88135.32410145923, "iteration": 156499, "loss_fcos_cls": 0.26400996930897236, "loss_fcos_ctr": 0.6183155565522611, "loss_fcos_loc": 0.20304186141584069, "loss_mask": 0.2706773802638054, "loss_maskiou": 0.005588461943261791, "loss_sem_seg": 0.29331307322718203, "lr": 0.01, "mask_rcnn/accuracy": 0.877196269132653, "mask_rcnn/false_negative": 0.07812500421458525, "mask_rcnn/false_positive": 0.17464325158728947, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.75, "time": 0.7820482458919287, "total_loss": 1.6698987779818708} {"data_time": 0.016243785619735718, "eta_seconds": 88090.35191248823, "iteration": 156519, "loss_fcos_cls": 0.24960416625253856, "loss_fcos_ctr": 0.6218354748561978, "loss_fcos_loc": 0.2004104140214622, "loss_mask": 0.27003825921565294, "loss_maskiou": 0.005424650327768177, "loss_sem_seg": 0.27274004044011235, "lr": 0.01, "mask_rcnn/accuracy": 0.8968242104534121, "mask_rcnn/false_negative": 0.08281806917661608, "mask_rcnn/false_positive": 0.12407688648247131, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.25, "time": 0.773310411721468, "total_loss": 1.628502874809783} {"data_time": 0.017953351140022278, "eta_seconds": 88090.30145064183, "iteration": 156539, "loss_fcos_cls": 0.24361785990186036, "loss_fcos_ctr": 0.6202971041202545, "loss_fcos_loc": 0.1930921575985849, "loss_mask": 0.26228866074234247, "loss_maskiou": 0.0058967660734197125, "loss_sem_seg": 0.2966915722936392, "lr": 0.01, "mask_rcnn/accuracy": 0.8753280655482532, "mask_rcnn/false_negative": 0.0893002860810518, "mask_rcnn/false_positive": 0.16327201147537146, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7593065947294235, "total_loss": 1.636259053106187} {"data_time": 0.01690533384680748, "eta_seconds": 88033.13749919459, "iteration": 156559, "loss_fcos_cls": 0.25459530914667994, "loss_fcos_ctr": 0.6212132247164845, "loss_fcos_loc": 0.1909032460534945, "loss_mask": 0.26581937074661255, "loss_maskiou": 0.004960755271895323, "loss_sem_seg": 0.29944444657303393, "lr": 0.01, "mask_rcnn/accuracy": 0.8769324665350011, "mask_rcnn/false_negative": 0.104100440408108, "mask_rcnn/false_positive": 0.1353145506602048, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.25, "time": 0.7717759916558862, "total_loss": 1.636272177389401} {"data_time": 0.016085470095276833, "eta_seconds": 88030.05203437898, "iteration": 156579, "loss_fcos_cls": 0.2582278768531978, "loss_fcos_ctr": 0.6205128086730838, "loss_fcos_loc": 0.1971881032222882, "loss_mask": 0.26699881348758936, "loss_maskiou": 0.005447273317258805, "loss_sem_seg": 0.28979426668956876, "lr": 0.01, "mask_rcnn/accuracy": 0.9009052007899934, "mask_rcnn/false_negative": 0.08671995075112646, "mask_rcnn/false_positive": 0.12206771011923258, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.75, "time": 0.7976592862978578, "total_loss": 1.612112441987847} {"data_time": 0.01727167423814535, "eta_seconds": 88021.53093453869, "iteration": 156599, "loss_fcos_cls": 0.25525664957240224, "loss_fcos_ctr": 0.6223252243362367, "loss_fcos_loc": 0.19711446930887178, "loss_mask": 0.270269887521863, "loss_maskiou": 0.00585912264068611, "loss_sem_seg": 0.2863495732890442, "lr": 0.01, "mask_rcnn/accuracy": 0.8928595056631735, "mask_rcnn/false_negative": 0.09717974359776163, "mask_rcnn/false_positive": 0.1125310104563583, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7760067265480757, "total_loss": 1.6445352913615352} {"data_time": 0.017490843310952187, "eta_seconds": 87986.5759539865, "iteration": 156619, "loss_fcos_cls": 0.2591696868184954, "loss_fcos_ctr": 0.618745700456202, "loss_fcos_loc": 0.19995826040394604, "loss_mask": 0.27076661493629217, "loss_maskiou": 0.006046303838957101, "loss_sem_seg": 0.2823155752848834, "lr": 0.01, "mask_rcnn/accuracy": 0.8759411092023016, "mask_rcnn/false_negative": 0.08554846175696451, "mask_rcnn/false_positive": 0.14795534422300058, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7662218017503619, "total_loss": 1.6378304457030026} {"data_time": 0.01782797835767269, "eta_seconds": 87983.4839109974, "iteration": 156639, "loss_fcos_cls": 0.25892647658474743, "loss_fcos_ctr": 0.6184212742373347, "loss_fcos_loc": 0.20061418716795743, "loss_mask": 0.27608904987573624, "loss_maskiou": 0.00550204592582304, "loss_sem_seg": 0.27678219648078084, "lr": 0.01, "mask_rcnn/accuracy": 0.8628777904123526, "mask_rcnn/false_negative": 0.12394212739759622, "mask_rcnn/false_positive": 0.158978160575377, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.75, "time": 0.7914506802335382, "total_loss": 1.6397896639100509} {"data_time": 0.015628756955266, "eta_seconds": 88003.59504048526, "iteration": 156659, "loss_fcos_cls": 0.26831089798361063, "loss_fcos_ctr": 0.6211701557040215, "loss_fcos_loc": 0.19989759009331465, "loss_mask": 0.27283358573913574, "loss_maskiou": 0.005296884221024811, "loss_sem_seg": 0.28541489224880934, "lr": 0.01, "mask_rcnn/accuracy": 0.8766740263734674, "mask_rcnn/false_negative": 0.10014331944289728, "mask_rcnn/false_positive": 0.16336447536655258, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7810536362230778, "total_loss": 1.623618293873733} {"data_time": 0.016404354013502598, "eta_seconds": 87961.2377599664, "iteration": 156679, "loss_fcos_cls": 0.275813449639827, "loss_fcos_ctr": 0.6216907221823931, "loss_fcos_loc": 0.20405407017096877, "loss_mask": 0.2703492878936231, "loss_maskiou": 0.005535939752007835, "loss_sem_seg": 0.2884388999082148, "lr": 0.01, "mask_rcnn/accuracy": 0.9012256571238231, "mask_rcnn/false_negative": 0.07888834936599201, "mask_rcnn/false_positive": 0.12166455193336657, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7645146129652858, "total_loss": 1.6670229833980557} {"data_time": 0.016920629888772964, "eta_seconds": 87962.64203734137, "iteration": 156699, "loss_fcos_cls": 0.2547837339807302, "loss_fcos_ctr": 0.620395740494132, "loss_fcos_loc": 0.19387567485682666, "loss_mask": 0.27042176481336355, "loss_maskiou": 0.005770003292127512, "loss_sem_seg": 0.2778581902384758, "lr": 0.01, "mask_rcnn/accuracy": 0.8831097276367394, "mask_rcnn/false_negative": 0.08632286046190196, "mask_rcnn/false_positive": 0.12193600973861049, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7723885085433722, "total_loss": 1.6309376701028668} {"data_time": 0.017947863787412643, "eta_seconds": 87935.74608962517, "iteration": 156719, "loss_fcos_cls": 0.2627062713727355, "loss_fcos_ctr": 0.6209063343703747, "loss_fcos_loc": 0.2035652834456414, "loss_mask": 0.2833790546283126, "loss_maskiou": 0.005753495832323097, "loss_sem_seg": 0.3168847137130797, "lr": 0.01, "mask_rcnn/accuracy": 0.8701570471938775, "mask_rcnn/false_negative": 0.11497118026009343, "mask_rcnn/false_positive": 0.14614939687073494, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7859057048335671, "total_loss": 1.7075405003270134} {"data_time": 0.01500993873924017, "eta_seconds": 87912.88854642119, "iteration": 156739, "loss_fcos_cls": 0.26460245065391064, "loss_fcos_ctr": 0.6200483669526875, "loss_fcos_loc": 0.20173261500895023, "loss_mask": 0.2722319895401597, "loss_maskiou": 0.005624585712212138, "loss_sem_seg": 0.2805577740073204, "lr": 0.01, "mask_rcnn/accuracy": 0.893047559800165, "mask_rcnn/false_negative": 0.09880904217951403, "mask_rcnn/false_positive": 0.1380041222389925, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.5, "time": 0.7632265128195286, "total_loss": 1.6583019123208942} {"data_time": 0.01733953319489956, "eta_seconds": 87916.06029029377, "iteration": 156759, "loss_fcos_cls": 0.24939406849443913, "loss_fcos_ctr": 0.6218257122673094, "loss_fcos_loc": 0.19686059188097715, "loss_mask": 0.2726074578240514, "loss_maskiou": 0.005153051250090357, "loss_sem_seg": 0.2789903827942908, "lr": 0.01, "mask_rcnn/accuracy": 0.8640358346848219, "mask_rcnn/false_negative": 0.10702749239014617, "mask_rcnn/false_positive": 0.1511840457384552, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.75, "time": 0.7830555262044072, "total_loss": 1.6404130763585272} {"data_time": 0.016676589846611023, "eta_seconds": 87877.96796369925, "iteration": 156779, "loss_fcos_cls": 0.2509529576636851, "loss_fcos_ctr": 0.6201206929981709, "loss_fcos_loc": 0.19278526748530567, "loss_mask": 0.2725163698196411, "loss_maskiou": 0.005716815183404833, "loss_sem_seg": 0.2789522719103843, "lr": 0.01, "mask_rcnn/accuracy": 0.8952201072736787, "mask_rcnn/false_negative": 0.10539326143081928, "mask_rcnn/false_positive": 0.12491510644575138, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.75, "time": 0.760782778263092, "total_loss": 1.650562314054696} {"data_time": 0.01749924849718809, "eta_seconds": 87868.09219532087, "iteration": 156799, "loss_fcos_cls": 0.273987487424165, "loss_fcos_ctr": 0.6235798178240657, "loss_fcos_loc": 0.2109041642397642, "loss_mask": 0.2794939074665308, "loss_maskiou": 0.005923128133872524, "loss_sem_seg": 0.2981962142512202, "lr": 0.01, "mask_rcnn/accuracy": 0.876221584193523, "mask_rcnn/false_negative": 0.10568606961978418, "mask_rcnn/false_positive": 0.15708631233101208, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7805704567581415, "total_loss": 1.70444159249746} {"data_time": 0.01728508248925209, "eta_seconds": 87852.56793454662, "iteration": 156819, "loss_fcos_cls": 0.2561868920456618, "loss_fcos_ctr": 0.6197074563242495, "loss_fcos_loc": 0.19856005324982107, "loss_mask": 0.26621043123304844, "loss_maskiou": 0.0051688566454686224, "loss_sem_seg": 0.2750535379163921, "lr": 0.01, "mask_rcnn/accuracy": 0.8880437682771818, "mask_rcnn/false_negative": 0.09920885366628014, "mask_rcnn/false_positive": 0.1337336839424834, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.25, "time": 0.7831025179475546, "total_loss": 1.62962673943548} {"data_time": 0.016572006978094578, "eta_seconds": 87849.04510177765, "iteration": 156839, "loss_fcos_cls": 0.2633803222561255, "loss_fcos_ctr": 0.6183470296673477, "loss_fcos_loc": 0.19676881993655115, "loss_mask": 0.2583514368161559, "loss_maskiou": 0.00538043565757107, "loss_sem_seg": 0.28117773309350014, "lr": 0.01, "mask_rcnn/accuracy": 0.8817283066956774, "mask_rcnn/false_negative": 0.08739072467670753, "mask_rcnn/false_positive": 0.14694359295071358, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7741659367457032, "total_loss": 1.6446808130131103} {"data_time": 0.01569559797644615, "eta_seconds": 87855.77839986607, "iteration": 156859, "loss_fcos_cls": 0.2516974243335426, "loss_fcos_ctr": 0.6209379639476538, "loss_fcos_loc": 0.2079593211528845, "loss_mask": 0.28146922308951616, "loss_maskiou": 0.00604569939605426, "loss_sem_seg": 0.2717695231549442, "lr": 0.01, "mask_rcnn/accuracy": 0.867971027696793, "mask_rcnn/false_negative": 0.115211482924035, "mask_rcnn/false_positive": 0.16499992002015196, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7797828391194344, "total_loss": 1.6731703847181052} {"data_time": 0.016160686500370502, "eta_seconds": 87832.77608786523, "iteration": 156879, "loss_fcos_cls": 0.2499969145283103, "loss_fcos_ctr": 0.6196472505107522, "loss_fcos_loc": 0.19230770331341773, "loss_mask": 0.25954121351242065, "loss_maskiou": 0.005159717085916782, "loss_sem_seg": 0.28969333274289966, "lr": 0.01, "mask_rcnn/accuracy": 0.8827571744365057, "mask_rcnn/false_negative": 0.11343073496823339, "mask_rcnn/false_positive": 0.12117814954628836, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.5, "time": 0.7741693798452616, "total_loss": 1.6025159088894725} {"data_time": 0.0177135206758976, "eta_seconds": 87790.4708914496, "iteration": 156899, "loss_fcos_cls": 0.2627694795373827, "loss_fcos_ctr": 0.6212233528494835, "loss_fcos_loc": 0.2073664721683599, "loss_mask": 0.2697752406820655, "loss_maskiou": 0.005635539804643486, "loss_sem_seg": 0.28210497135296464, "lr": 0.01, "mask_rcnn/accuracy": 0.8734741151093244, "mask_rcnn/false_negative": 0.09600644288872753, "mask_rcnn/false_positive": 0.14673722785963553, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.75, "time": 0.7641540067270398, "total_loss": 1.6310309535328997} {"data_time": 0.016244497150182724, "eta_seconds": 87773.17302264553, "iteration": 156919, "loss_fcos_cls": 0.25685166218318045, "loss_fcos_ctr": 0.6219028560444713, "loss_fcos_loc": 0.20484915259294212, "loss_mask": 0.2706057974137366, "loss_maskiou": 0.005538918790989555, "loss_sem_seg": 0.2682547818403691, "lr": 0.01, "mask_rcnn/accuracy": 0.872810994689778, "mask_rcnn/false_negative": 0.10554826234979119, "mask_rcnn/false_positive": 0.16097421802509115, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.77870081551373, "total_loss": 1.6458785187278409} {"data_time": 0.014970079995691776, "eta_seconds": 87689.669071991, "iteration": 156939, "loss_fcos_cls": 0.2591349605936557, "loss_fcos_ctr": 0.6208081794902682, "loss_fcos_loc": 0.19862780231051147, "loss_mask": 0.26622079592198133, "loss_maskiou": 0.0052335420332383364, "loss_sem_seg": 0.2939898823387921, "lr": 0.01, "mask_rcnn/accuracy": 0.8819207256707257, "mask_rcnn/false_negative": 0.10466712350237492, "mask_rcnn/false_positive": 0.12674618946486577, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.763308547437191, "total_loss": 1.6388740522088483} {"data_time": 0.015251630917191505, "eta_seconds": 87742.12512847316, "iteration": 156959, "loss_fcos_cls": 0.26606052182614803, "loss_fcos_ctr": 0.6212845575064421, "loss_fcos_loc": 0.19868528191000223, "loss_mask": 0.29159222077578306, "loss_maskiou": 0.006653326025116257, "loss_sem_seg": 0.29912243876606226, "lr": 0.01, "mask_rcnn/accuracy": 0.8856150393302331, "mask_rcnn/false_negative": 0.0954608882479289, "mask_rcnn/false_positive": 0.13276853993987428, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.8007101602852345, "total_loss": 1.71188908010663} {"data_time": 0.01935243420302868, "eta_seconds": 87727.24515600223, "iteration": 156979, "loss_fcos_cls": 0.24844985408708453, "loss_fcos_ctr": 0.6192801278084517, "loss_fcos_loc": 0.1891557821072638, "loss_mask": 0.2700606919825077, "loss_maskiou": 0.006345852394588292, "loss_sem_seg": 0.28755334485322237, "lr": 0.01, "mask_rcnn/accuracy": 0.8734026285952978, "mask_rcnn/false_negative": 0.10207616017133075, "mask_rcnn/false_positive": 0.13797986929041667, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7749766549095511, "total_loss": 1.6206662319455063} {"data_time": 0.017843645066022873, "eta_seconds": 87711.72109495942, "iteration": 156999, "loss_fcos_cls": 0.2587806978262961, "loss_fcos_ctr": 0.6219821111299098, "loss_fcos_loc": 0.20349626266397536, "loss_mask": 0.2646288238465786, "loss_maskiou": 0.0052043355026398785, "loss_sem_seg": 0.2889772318303585, "lr": 0.01, "mask_rcnn/accuracy": 0.9028933941997852, "mask_rcnn/false_negative": 0.08444507568608742, "mask_rcnn/false_positive": 0.09958676885705367, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.5, "time": 0.7754448605701327, "total_loss": 1.6269785722906818} {"data_time": 0.016067474149167538, "eta_seconds": 87704.06425415445, "iteration": 157019, "loss_fcos_cls": 0.267943775979802, "loss_fcos_ctr": 0.6225889138877392, "loss_fcos_loc": 0.20312139624729753, "loss_mask": 0.2739348979666829, "loss_maskiou": 0.005969728357740678, "loss_sem_seg": 0.2701218007132411, "lr": 0.01, "mask_rcnn/accuracy": 0.8827678403377162, "mask_rcnn/false_negative": 0.10605496977635491, "mask_rcnn/false_positive": 0.12818625698688924, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7761890394613147, "total_loss": 1.6286470385384746} {"data_time": 0.015017158351838589, "eta_seconds": 87785.21511096321, "iteration": 157039, "loss_fcos_cls": 0.26360487192869186, "loss_fcos_ctr": 0.6230635482352227, "loss_fcos_loc": 0.1997685979004018, "loss_mask": 0.27944686636328697, "loss_maskiou": 0.006014665603288449, "loss_sem_seg": 0.26152767543680966, "lr": 0.01, "mask_rcnn/accuracy": 0.8726663216643957, "mask_rcnn/false_negative": 0.0926001199111409, "mask_rcnn/false_positive": 0.15897349020220192, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 26.25, "time": 0.7900156378746033, "total_loss": 1.6405047274383833} {"data_time": 0.01780962012708187, "eta_seconds": 87797.75859090965, "iteration": 157059, "loss_fcos_cls": 0.26465079141780734, "loss_fcos_ctr": 0.6210564104840159, "loss_fcos_loc": 0.1949947705725208, "loss_mask": 0.26609846856445074, "loss_maskiou": 0.00534935401083203, "loss_sem_seg": 0.2821237458847463, "lr": 0.01, "mask_rcnn/accuracy": 0.8747631195335277, "mask_rcnn/false_negative": 0.10174526610542656, "mask_rcnn/false_positive": 0.15655200599021402, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 36.5, "time": 0.7839224198833108, "total_loss": 1.6382573057635454} {"data_time": 0.016270993277430534, "eta_seconds": 87844.03669847362, "iteration": 157079, "loss_fcos_cls": 0.25658980885054916, "loss_fcos_ctr": 0.6202894309535623, "loss_fcos_loc": 0.19789842097088695, "loss_mask": 0.28014049073681235, "loss_maskiou": 0.006440765253501013, "loss_sem_seg": 0.2681596240727231, "lr": 0.01, "mask_rcnn/accuracy": 0.8588962281341108, "mask_rcnn/false_negative": 0.13204201871886195, "mask_rcnn/false_positive": 0.15357819018817717, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7953761769458652, "total_loss": 1.6292961789986293} {"data_time": 0.015429135411977768, "eta_seconds": 87792.43635556381, "iteration": 157099, "loss_fcos_cls": 0.24754435918293893, "loss_fcos_ctr": 0.6192194931209087, "loss_fcos_loc": 0.19639933737926185, "loss_mask": 0.27167431404814124, "loss_maskiou": 0.0058082408795598894, "loss_sem_seg": 0.2522155763581395, "lr": 0.01, "mask_rcnn/accuracy": 0.8783037197437115, "mask_rcnn/false_negative": 0.11385139902563464, "mask_rcnn/false_positive": 0.1272990578617177, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.5, "time": 0.7704229522496462, "total_loss": 1.5851153611729387} {"data_time": 0.017053036019206047, "eta_seconds": 87812.91970988922, "iteration": 157119, "loss_fcos_cls": 0.2497503855265677, "loss_fcos_ctr": 0.622024062089622, "loss_fcos_loc": 0.20595922553911805, "loss_mask": 0.2727513173595071, "loss_maskiou": 0.0059740693686762825, "loss_sem_seg": 0.2777227251790464, "lr": 0.01, "mask_rcnn/accuracy": 0.869060333463529, "mask_rcnn/false_negative": 0.08858486819665867, "mask_rcnn/false_positive": 0.1573033155490555, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7860908666625619, "total_loss": 1.6495273704422289} {"data_time": 0.015733919106423855, "eta_seconds": 87797.36121559702, "iteration": 157139, "loss_fcos_cls": 0.2607245445251465, "loss_fcos_ctr": 0.6235467018559575, "loss_fcos_loc": 0.2061894682701677, "loss_mask": 0.2739624180831015, "loss_maskiou": 0.005804964290291537, "loss_sem_seg": 0.26522031403146684, "lr": 0.01, "mask_rcnn/accuracy": 0.8730583900226757, "mask_rcnn/false_negative": 0.11261978967512368, "mask_rcnn/false_positive": 0.13807799447464947, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.0, "time": 0.7716845273971558, "total_loss": 1.6406702789099654} {"data_time": 0.015907468274235725, "eta_seconds": 87772.86585623678, "iteration": 157159, "loss_fcos_cls": 0.24656127020716667, "loss_fcos_ctr": 0.6212290870025754, "loss_fcos_loc": 0.202514712465927, "loss_mask": 0.2886316180229187, "loss_maskiou": 0.0058840431229327805, "loss_sem_seg": 0.2852906850166619, "lr": 0.01, "mask_rcnn/accuracy": 0.8778959904375188, "mask_rcnn/false_negative": 0.10369108934306592, "mask_rcnn/false_positive": 0.1486705379999405, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7671507662162185, "total_loss": 1.6782922024358413} {"data_time": 0.01666242629289627, "eta_seconds": 87868.27175293118, "iteration": 157179, "loss_fcos_cls": 0.26267170952633023, "loss_fcos_ctr": 0.62265769764781, "loss_fcos_loc": 0.2033314182772301, "loss_mask": 0.2804533373564482, "loss_maskiou": 0.006052390381228179, "loss_sem_seg": 0.30105339107103646, "lr": 0.01, "mask_rcnn/accuracy": 0.8775223647452711, "mask_rcnn/false_negative": 0.08991491393361835, "mask_rcnn/false_positive": 0.14516882575538093, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7905171057209373, "total_loss": 1.6807190700201318} {"data_time": 0.016808513551950455, "eta_seconds": 87700.02527541481, "iteration": 157199, "loss_fcos_cls": 0.24852990545332432, "loss_fcos_ctr": 0.6185974758118391, "loss_fcos_loc": 0.192205217666924, "loss_mask": 0.269190720282495, "loss_maskiou": 0.00602227419585688, "loss_sem_seg": 0.26632423186674714, "lr": 0.01, "mask_rcnn/accuracy": 0.8902791405023548, "mask_rcnn/false_negative": 0.08192752602266634, "mask_rcnn/false_positive": 0.1722091217789608, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.75, "time": 0.7538462607190013, "total_loss": 1.6012294555621338} {"data_time": 0.01617947407066822, "eta_seconds": 87719.69363844488, "iteration": 157219, "loss_fcos_cls": 0.2554422246757895, "loss_fcos_ctr": 0.6200887197628617, "loss_fcos_loc": 0.19835814670659602, "loss_mask": 0.278204461093992, "loss_maskiou": 0.006116492972068954, "loss_sem_seg": 0.24835559912025928, "lr": 0.01, "mask_rcnn/accuracy": 0.9135869820723375, "mask_rcnn/false_negative": 0.08020741633105777, "mask_rcnn/false_positive": 0.09981534934313119, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 18.75, "time": 0.7900842754170299, "total_loss": 1.6110901574866148} {"data_time": 0.015904582105576992, "eta_seconds": 87689.34163491335, "iteration": 157239, "loss_fcos_cls": 0.2692005014978349, "loss_fcos_ctr": 0.6192702613770962, "loss_fcos_loc": 0.19331886223517358, "loss_mask": 0.2686293190345168, "loss_maskiou": 0.005924205914197955, "loss_sem_seg": 0.2519943038932979, "lr": 0.01, "mask_rcnn/accuracy": 0.8631353156016506, "mask_rcnn/false_negative": 0.08914419976866697, "mask_rcnn/false_positive": 0.17271318039531144, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 38.5, "time": 0.7696309173479676, "total_loss": 1.6171250978004537} {"data_time": 0.015894193202257156, "eta_seconds": 87644.8543473361, "iteration": 157259, "loss_fcos_cls": 0.2682453072629869, "loss_fcos_ctr": 0.6187815153971314, "loss_fcos_loc": 0.20223944133613259, "loss_mask": 0.277646042406559, "loss_maskiou": 0.006238758913241327, "loss_sem_seg": 0.2630392573773861, "lr": 0.01, "mask_rcnn/accuracy": 0.879367825255102, "mask_rcnn/false_negative": 0.10744156000382532, "mask_rcnn/false_positive": 0.11961961422967521, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7773828515782952, "total_loss": 1.6442523941368563} {"data_time": 0.018037389032542706, "eta_seconds": 87661.39084604476, "iteration": 157279, "loss_fcos_cls": 0.2532371967099607, "loss_fcos_ctr": 0.6224364629015326, "loss_fcos_loc": 0.19583874382078648, "loss_mask": 0.28017324302345514, "loss_maskiou": 0.005711957837775117, "loss_sem_seg": 0.2585918908007443, "lr": 0.01, "mask_rcnn/accuracy": 0.8615610400786822, "mask_rcnn/false_negative": 0.10403921813896236, "mask_rcnn/false_positive": 0.15440001065920222, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7974808029830456, "total_loss": 1.6287443570035975} {"data_time": 0.016160735860466957, "eta_seconds": 87645.83715314884, "iteration": 157299, "loss_fcos_cls": 0.27000106987543404, "loss_fcos_ctr": 0.6225323686376214, "loss_fcos_loc": 0.2016488502267748, "loss_mask": 0.2768299225717783, "loss_maskiou": 0.005687089025741443, "loss_sem_seg": 0.26984922494739294, "lr": 0.01, "mask_rcnn/accuracy": 0.8760354141656663, "mask_rcnn/false_negative": 0.10887899157302193, "mask_rcnn/false_positive": 0.14121591717835047, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7848065076395869, "total_loss": 1.6412353499908932} {"data_time": 0.014422744512557983, "eta_seconds": 87630.28346025292, "iteration": 157319, "loss_fcos_cls": 0.2621593524236232, "loss_fcos_ctr": 0.622771605849266, "loss_fcos_loc": 0.20149666036013514, "loss_mask": 0.2710808990523219, "loss_maskiou": 0.005508036112587433, "loss_sem_seg": 0.2768368264660239, "lr": 0.01, "mask_rcnn/accuracy": 0.8858270482105886, "mask_rcnn/false_negative": 0.11233176247980198, "mask_rcnn/false_positive": 0.13323320585286982, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.75, "time": 0.78183772880584, "total_loss": 1.6485383610670397} {"data_time": 0.01723923161625862, "eta_seconds": 87609.20920516737, "iteration": 157339, "loss_fcos_cls": 0.25513528985902667, "loss_fcos_ctr": 0.6200257623568177, "loss_fcos_loc": 0.19528282107785344, "loss_mask": 0.28775912057608366, "loss_maskiou": 0.005696623717085458, "loss_sem_seg": 0.2702646921388805, "lr": 0.01, "mask_rcnn/accuracy": 0.8614971326368386, "mask_rcnn/false_negative": 0.09230028204067245, "mask_rcnn/false_positive": 0.16397995979169008, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7729818886145949, "total_loss": 1.6403198883926962} {"data_time": 0.0156599348410964, "eta_seconds": 87599.17607446108, "iteration": 157359, "loss_fcos_cls": 0.24988132831640542, "loss_fcos_ctr": 0.6212459243834019, "loss_fcos_loc": 0.19700762728461996, "loss_mask": 0.282360777258873, "loss_maskiou": 0.005908536171773449, "loss_sem_seg": 0.27468754374422133, "lr": 0.01, "mask_rcnn/accuracy": 0.8757824310279667, "mask_rcnn/false_negative": 0.11308092578411927, "mask_rcnn/false_positive": 0.15000864487161386, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7751193540170789, "total_loss": 1.657974496265524} {"data_time": 0.01688385382294655, "eta_seconds": 87570.70928261988, "iteration": 157379, "loss_fcos_cls": 0.2635806550970301, "loss_fcos_ctr": 0.6185616934671998, "loss_fcos_loc": 0.19476517545990646, "loss_mask": 0.2566835689358413, "loss_maskiou": 0.00570913081173785, "loss_sem_seg": 0.25339130451902747, "lr": 0.01, "mask_rcnn/accuracy": 0.8991633886209673, "mask_rcnn/false_negative": 0.09985395815830128, "mask_rcnn/false_positive": 0.10470668364971192, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.75, "time": 0.7941547455266118, "total_loss": 1.6086783628561534} {"data_time": 0.016356661915779114, "eta_seconds": 87568.06868866924, "iteration": 157399, "loss_fcos_cls": 0.25568429101258516, "loss_fcos_ctr": 0.6203832188621163, "loss_fcos_loc": 0.19912256934912875, "loss_mask": 0.26169183291494846, "loss_maskiou": 0.005943803567788564, "loss_sem_seg": 0.2664702779147774, "lr": 0.01, "mask_rcnn/accuracy": 0.8759444799046379, "mask_rcnn/false_negative": 0.08049082686469405, "mask_rcnn/false_positive": 0.1647570997410331, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7967592217028141, "total_loss": 1.6364675595104927} {"data_time": 0.016522924415767193, "eta_seconds": 87564.13606467191, "iteration": 157419, "loss_fcos_cls": 0.2677076477557421, "loss_fcos_ctr": 0.6201386707834899, "loss_fcos_loc": 0.20088585023768246, "loss_mask": 0.2698868066072464, "loss_maskiou": 0.00658708625996951, "loss_sem_seg": 0.30086669721640646, "lr": 0.01, "mask_rcnn/accuracy": 0.8858941162896992, "mask_rcnn/false_negative": 0.09646359508796828, "mask_rcnn/false_positive": 0.13655523637057887, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7897107461467385, "total_loss": 1.6525873993086861} {"data_time": 0.01581916492432356, "eta_seconds": 87548.58030729461, "iteration": 157439, "loss_fcos_cls": 0.26553818909451365, "loss_fcos_ctr": 0.6215357934124768, "loss_fcos_loc": 0.20300740678794682, "loss_mask": 0.27925270050764084, "loss_maskiou": 0.005727730254875496, "loss_sem_seg": 0.2828623568639159, "lr": 0.01, "mask_rcnn/accuracy": 0.8776061646463096, "mask_rcnn/false_negative": 0.10207892591652575, "mask_rcnn/false_positive": 0.13317295571025278, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.75, "time": 0.7753651877865195, "total_loss": 1.6598869479785208} {"data_time": 0.01552969217300415, "eta_seconds": 87539.51220147591, "iteration": 157459, "loss_fcos_cls": 0.2571727489121258, "loss_fcos_ctr": 0.6198913231492043, "loss_fcos_loc": 0.2004507293459028, "loss_mask": 0.26449685357511044, "loss_maskiou": 0.005270716443192214, "loss_sem_seg": 0.26930033368989825, "lr": 0.01, "mask_rcnn/accuracy": 0.8724711725349481, "mask_rcnn/false_negative": 0.10184847702440844, "mask_rcnn/false_positive": 0.15480661939017815, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7809188524261117, "total_loss": 1.6275335262034787} {"data_time": 0.016643346287310123, "eta_seconds": 87555.11926078051, "iteration": 157479, "loss_fcos_cls": 0.2541585871949792, "loss_fcos_ctr": 0.6238251682370901, "loss_fcos_loc": 0.20636327005922794, "loss_mask": 0.27018737234175205, "loss_maskiou": 0.005970906218863092, "loss_sem_seg": 0.2638373700901866, "lr": 0.01, "mask_rcnn/accuracy": 0.8939345777993737, "mask_rcnn/false_negative": 0.08579459882589109, "mask_rcnn/false_positive": 0.14395386863738813, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.5, "time": 0.7821383159607649, "total_loss": 1.6446896077686688} {"data_time": 0.01679736841470003, "eta_seconds": 87556.92479285691, "iteration": 157499, "loss_fcos_cls": 0.24550819699652493, "loss_fcos_ctr": 0.6250730995088816, "loss_fcos_loc": 0.2028254372999072, "loss_mask": 0.28332033287733793, "loss_maskiou": 0.005975461637717672, "loss_sem_seg": 0.3010847680270672, "lr": 0.01, "mask_rcnn/accuracy": 0.8604052197802198, "mask_rcnn/false_negative": 0.09955135475294528, "mask_rcnn/false_positive": 0.15676186614507942, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 27.0, "time": 0.7930053165182471, "total_loss": 1.6775290909936302} {"data_time": 0.016588077880442142, "eta_seconds": 87608.27472521644, "iteration": 157519, "loss_fcos_cls": 0.24485114333219826, "loss_fcos_ctr": 0.6219832189381123, "loss_fcos_loc": 0.20544547028839588, "loss_mask": 0.2812323309481144, "loss_maskiou": 0.006425761843274813, "loss_sem_seg": 0.30474741104990244, "lr": 0.01, "mask_rcnn/accuracy": 0.8821627869897959, "mask_rcnn/false_negative": 0.09181096527499046, "mask_rcnn/false_positive": 0.1369798501652928, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7947068745270371, "total_loss": 1.649577252654126} {"data_time": 0.01663041766732931, "eta_seconds": 87627.38759623747, "iteration": 157539, "loss_fcos_cls": 0.2479931185953319, "loss_fcos_ctr": 0.6175107331946492, "loss_fcos_loc": 0.1923648117808625, "loss_mask": 0.27558666560798883, "loss_maskiou": 0.005372243576857727, "loss_sem_seg": 0.2564509892836213, "lr": 0.01, "mask_rcnn/accuracy": 0.8938458703286509, "mask_rcnn/false_negative": 0.0754455399508372, "mask_rcnn/false_positive": 0.14870246100711113, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7915824130177498, "total_loss": 1.599258633388672} {"data_time": 0.01649778801947832, "eta_seconds": 87611.8039916819, "iteration": 157559, "loss_fcos_cls": 0.25509478407911956, "loss_fcos_ctr": 0.6234375527128577, "loss_fcos_loc": 0.19763013697229326, "loss_mask": 0.2774688834324479, "loss_maskiou": 0.006312760364380665, "loss_sem_seg": 0.31456368369981647, "lr": 0.01, "mask_rcnn/accuracy": 0.8960545932725811, "mask_rcnn/false_negative": 0.07257264908675684, "mask_rcnn/false_positive": 0.1285416740587496, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.25, "time": 0.7680635284632444, "total_loss": 1.6978521814671694} {"data_time": 0.017606370151042938, "eta_seconds": 87638.13628066424, "iteration": 157579, "loss_fcos_cls": 0.2689811288873898, "loss_fcos_ctr": 0.6228803675621748, "loss_fcos_loc": 0.20408568531274796, "loss_mask": 0.28403198439627886, "loss_maskiou": 0.005998793405524339, "loss_sem_seg": 0.2855950533412397, "lr": 0.01, "mask_rcnn/accuracy": 0.8804704410173161, "mask_rcnn/false_negative": 0.10805148246290294, "mask_rcnn/false_positive": 0.11120568221666459, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7921566301956773, "total_loss": 1.6510904447932262} {"data_time": 0.016017482616007328, "eta_seconds": 87622.54521915782, "iteration": 157599, "loss_fcos_cls": 0.24771064391825348, "loss_fcos_ctr": 0.6184929027222097, "loss_fcos_loc": 0.2044202289544046, "loss_mask": 0.27128653787076473, "loss_maskiou": 0.00555310829076916, "loss_sem_seg": 0.2899794625118375, "lr": 0.01, "mask_rcnn/accuracy": 0.8821913848699563, "mask_rcnn/false_negative": 0.08760049166915623, "mask_rcnn/false_positive": 0.16848787410316052, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 39.25, "time": 0.7705998532474041, "total_loss": 1.6323636566303321} {"data_time": 0.015050209127366543, "eta_seconds": 87663.58990310319, "iteration": 157619, "loss_fcos_cls": 0.26489664358086884, "loss_fcos_ctr": 0.6216131616383791, "loss_fcos_loc": 0.19623130792751908, "loss_mask": 0.27003577072173357, "loss_maskiou": 0.005768650964455446, "loss_sem_seg": 0.28278911812230945, "lr": 0.01, "mask_rcnn/accuracy": 0.878837409164092, "mask_rcnn/false_negative": 0.09419885829749891, "mask_rcnn/false_positive": 0.14429461482212338, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.75, "time": 0.7817856119945645, "total_loss": 1.623223169866833} {"data_time": 0.017127481289207935, "eta_seconds": 87591.36309614498, "iteration": 157639, "loss_fcos_cls": 0.25032795904553495, "loss_fcos_ctr": 0.6199247390031815, "loss_fcos_loc": 0.19960172288119793, "loss_mask": 0.2738204402849078, "loss_maskiou": 0.00540424176142551, "loss_sem_seg": 0.29594517312943935, "lr": 0.01, "mask_rcnn/accuracy": 0.8954313543599257, "mask_rcnn/false_negative": 0.09578556280197088, "mask_rcnn/false_positive": 0.1271346861889194, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7655916148796678, "total_loss": 1.6385479061573278} {"data_time": 0.01643273700028658, "eta_seconds": 87577.96101372968, "iteration": 157659, "loss_fcos_cls": 0.26368879596702754, "loss_fcos_ctr": 0.620228411629796, "loss_fcos_loc": 0.20011546986643225, "loss_mask": 0.2744574109092355, "loss_maskiou": 0.005522408027900383, "loss_sem_seg": 0.3084679937455803, "lr": 0.01, "mask_rcnn/accuracy": 0.8646090201544536, "mask_rcnn/false_negative": 0.12149322080904898, "mask_rcnn/false_positive": 0.1552493768592518, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.5, "time": 0.796827869489789, "total_loss": 1.6586502091522561} {"data_time": 0.015728903003036976, "eta_seconds": 87637.22408969048, "iteration": 157679, "loss_fcos_cls": 0.2718387555796653, "loss_fcos_ctr": 0.6219011843204498, "loss_fcos_loc": 0.20373379776719958, "loss_mask": 0.26928043458610773, "loss_maskiou": 0.0055055141492630355, "loss_sem_seg": 0.25275275600142777, "lr": 0.01, "mask_rcnn/accuracy": 0.8823755963424331, "mask_rcnn/false_negative": 0.09015409032803079, "mask_rcnn/false_positive": 0.15528254713878153, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7831051852554083, "total_loss": 1.6294929779032827} {"data_time": 0.016058643348515034, "eta_seconds": 87643.93053768668, "iteration": 157699, "loss_fcos_cls": 0.25896757398732007, "loss_fcos_ctr": 0.6208434510044754, "loss_fcos_loc": 0.19675955409184098, "loss_mask": 0.270587544888258, "loss_maskiou": 0.005515448036021553, "loss_sem_seg": 0.3146639687474817, "lr": 0.01, "mask_rcnn/accuracy": 0.8748211711230225, "mask_rcnn/false_negative": 0.10580685059415693, "mask_rcnn/false_positive": 0.14317861054087677, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.5, "time": 0.7888689879328012, "total_loss": 1.636532818152773} {"data_time": 0.015257539227604866, "eta_seconds": 87633.24367708806, "iteration": 157719, "loss_fcos_cls": 0.25743999861879274, "loss_fcos_ctr": 0.6222605416551232, "loss_fcos_loc": 0.20374505640938878, "loss_mask": 0.28033131267875433, "loss_maskiou": 0.006243195151910186, "loss_sem_seg": 0.2835760382004082, "lr": 0.01, "mask_rcnn/accuracy": 0.885854260535383, "mask_rcnn/false_negative": 0.09038109584593097, "mask_rcnn/false_positive": 0.13434323158820966, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7975124400109053, "total_loss": 1.638142882977263} {"data_time": 0.015211428515613079, "eta_seconds": 87645.96355478838, "iteration": 157739, "loss_fcos_cls": 0.25429552351124585, "loss_fcos_ctr": 0.6231161160394549, "loss_fcos_loc": 0.19944747700355947, "loss_mask": 0.274045311845839, "loss_maskiou": 0.005845003532158444, "loss_sem_seg": 0.29515828052535653, "lr": 0.01, "mask_rcnn/accuracy": 0.8842041615479115, "mask_rcnn/false_negative": 0.08663265784079265, "mask_rcnn/false_positive": 0.15310843363710575, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7746165031567216, "total_loss": 1.6483407757477835} {"data_time": 0.015886283479630947, "eta_seconds": 87598.10225012898, "iteration": 157759, "loss_fcos_cls": 0.25540820555761456, "loss_fcos_ctr": 0.6223964672535658, "loss_fcos_loc": 0.20770431868731976, "loss_mask": 0.2789515182375908, "loss_maskiou": 0.005502345244167373, "loss_sem_seg": 0.3043341673910618, "lr": 0.01, "mask_rcnn/accuracy": 0.8902463329081632, "mask_rcnn/false_negative": 0.08964378951879688, "mask_rcnn/false_positive": 0.15377872038049578, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7764846105128527, "total_loss": 1.675232801149832} {"data_time": 0.01455971971154213, "eta_seconds": 87663.8790639108, "iteration": 157779, "loss_fcos_cls": 0.26518454327015206, "loss_fcos_ctr": 0.6201663920655847, "loss_fcos_loc": 0.19708886602893472, "loss_mask": 0.26577307377010584, "loss_maskiou": 0.00531880978087429, "loss_sem_seg": 0.28595633315853775, "lr": 0.01, "mask_rcnn/accuracy": 0.8738042346775614, "mask_rcnn/false_negative": 0.0947558255850163, "mask_rcnn/false_positive": 0.16417942664494845, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.8040787968784571, "total_loss": 1.6252641543542268} {"data_time": 0.01602259837090969, "eta_seconds": 87632.43357316125, "iteration": 157799, "loss_fcos_cls": 0.24297989206388593, "loss_fcos_ctr": 0.6180550409480929, "loss_fcos_loc": 0.19575436925515532, "loss_mask": 0.27254971070215106, "loss_maskiou": 0.005849808017956093, "loss_sem_seg": 0.28650018386542797, "lr": 0.01, "mask_rcnn/accuracy": 0.9036881087662338, "mask_rcnn/false_negative": 0.08441883097320796, "mask_rcnn/false_positive": 0.10994642642952412, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.25, "time": 0.7723246924579144, "total_loss": 1.6706034541857662} {"data_time": 0.01793321780860424, "eta_seconds": 87616.8129577348, "iteration": 157819, "loss_fcos_cls": 0.2636237239930779, "loss_fcos_ctr": 0.6211009519174695, "loss_fcos_loc": 0.20331902091857046, "loss_mask": 0.2753013772889972, "loss_maskiou": 0.00560211724950932, "loss_sem_seg": 0.29258450167253613, "lr": 0.01, "mask_rcnn/accuracy": 0.8869688425609479, "mask_rcnn/false_negative": 0.09177174011156644, "mask_rcnn/false_positive": 0.15187202202662203, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7857457371428609, "total_loss": 1.6964765362499747} {"data_time": 0.016088449396193027, "eta_seconds": 87651.00390481018, "iteration": 157839, "loss_fcos_cls": 0.2613092956598848, "loss_fcos_ctr": 0.6188621716573834, "loss_fcos_loc": 0.19164643646217883, "loss_mask": 0.2722452385351062, "loss_maskiou": 0.005863181460881606, "loss_sem_seg": 0.2722537429071963, "lr": 0.01, "mask_rcnn/accuracy": 0.8803559214383427, "mask_rcnn/false_negative": 0.11048694928326733, "mask_rcnn/false_positive": 0.12011064732357403, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.5, "time": 0.7965726926922798, "total_loss": 1.645952397971996} {"data_time": 0.01747164223343134, "eta_seconds": 87656.09446201008, "iteration": 157859, "loss_fcos_cls": 0.2593607478775084, "loss_fcos_ctr": 0.6207741685211658, "loss_fcos_loc": 0.2021465125726536, "loss_mask": 0.27454597782343626, "loss_maskiou": 0.005838315912114922, "loss_sem_seg": 0.26864906027913094, "lr": 0.01, "mask_rcnn/accuracy": 0.8765879914832861, "mask_rcnn/false_negative": 0.09814398613227975, "mask_rcnn/false_positive": 0.13126916738689187, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7760634422302246, "total_loss": 1.633005139636225} {"data_time": 0.01714976504445076, "eta_seconds": 87640.46126907226, "iteration": 157879, "loss_fcos_cls": 0.2603862202959135, "loss_fcos_ctr": 0.6251506307162344, "loss_fcos_loc": 0.21042757260147482, "loss_mask": 0.28111139964312315, "loss_maskiou": 0.005489381306688301, "loss_sem_seg": 0.2900097854435444, "lr": 0.01, "mask_rcnn/accuracy": 0.8808556618736016, "mask_rcnn/false_negative": 0.10058143672841463, "mask_rcnn/false_positive": 0.1402989512303563, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 39.0, "time": 0.7796042459085584, "total_loss": 1.647341302028508} {"data_time": 0.015387419611215591, "eta_seconds": 87685.07210816536, "iteration": 157899, "loss_fcos_cls": 0.265101102180779, "loss_fcos_ctr": 0.6214959304779768, "loss_fcos_loc": 0.19584180641686544, "loss_mask": 0.2859538160264492, "loss_maskiou": 0.006068083152058534, "loss_sem_seg": 0.30463249050080776, "lr": 0.01, "mask_rcnn/accuracy": 0.8620726307764485, "mask_rcnn/false_negative": 0.1063799009057356, "mask_rcnn/false_positive": 0.1624636030191495, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7809556275606155, "total_loss": 1.679648909077514} {"data_time": 0.015580384060740471, "eta_seconds": 87651.91239600163, "iteration": 157919, "loss_fcos_cls": 0.26961737289093435, "loss_fcos_ctr": 0.6237643910571933, "loss_fcos_loc": 0.20090033439919353, "loss_mask": 0.2767051733098924, "loss_maskiou": 0.006400881233275868, "loss_sem_seg": 0.2679411889985204, "lr": 0.01, "mask_rcnn/accuracy": 0.8812825496498966, "mask_rcnn/false_negative": 0.0970007090851558, "mask_rcnn/false_positive": 0.13780850564483818, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 25.0, "time": 0.7726196330040693, "total_loss": 1.6483731199405156} {"data_time": 0.01695600524544716, "eta_seconds": 87696.86659460701, "iteration": 157939, "loss_fcos_cls": 0.25985511258477345, "loss_fcos_ctr": 0.6214227974414825, "loss_fcos_loc": 0.20961712603457272, "loss_mask": 0.2666527256369591, "loss_maskiou": 0.006134038369054906, "loss_sem_seg": 0.2632380141876638, "lr": 0.01, "mask_rcnn/accuracy": 0.8817186644772852, "mask_rcnn/false_negative": 0.09575620648759889, "mask_rcnn/false_positive": 0.1430605827106629, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.25, "time": 0.7564109843224287, "total_loss": 1.657100597571116} {"data_time": 0.014692516066133976, "eta_seconds": 87569.09704280924, "iteration": 157959, "loss_fcos_cls": 0.26946206483989954, "loss_fcos_ctr": 0.6204389701597393, "loss_fcos_loc": 0.1968300708103925, "loss_mask": 0.26945795863866806, "loss_maskiou": 0.005975290579954162, "loss_sem_seg": 0.2887628572061658, "lr": 0.01, "mask_rcnn/accuracy": 0.8825397757787325, "mask_rcnn/false_negative": 0.09951043687752578, "mask_rcnn/false_positive": 0.12723120574309596, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 26.5, "time": 0.7779176188632846, "total_loss": 1.6423820383351995} {"data_time": 0.015478032641112804, "eta_seconds": 87553.46542633977, "iteration": 157979, "loss_fcos_cls": 0.24975292664021254, "loss_fcos_ctr": 0.6187425926327705, "loss_fcos_loc": 0.18514522956684232, "loss_mask": 0.2536396258510649, "loss_maskiou": 0.005045240497565828, "loss_sem_seg": 0.28305083652958274, "lr": 0.01, "mask_rcnn/accuracy": 0.877660230946564, "mask_rcnn/false_negative": 0.09874767938211201, "mask_rcnn/false_positive": 0.1502169691341898, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7705248184502125, "total_loss": 1.6138619193807244} {"data_time": 0.016121351160109043, "eta_seconds": 87616.70710534696, "iteration": 157999, "loss_fcos_cls": 0.26435686397599056, "loss_fcos_ctr": 0.6226222608238459, "loss_fcos_loc": 0.1988723126705736, "loss_mask": 0.2717494713142514, "loss_maskiou": 0.005099903002701467, "loss_sem_seg": 0.28574392991140485, "lr": 0.01, "mask_rcnn/accuracy": 0.8651729782134627, "mask_rcnn/false_negative": 0.09895941316608012, "mask_rcnn/false_positive": 0.1614975015220992, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 33.0, "time": 0.7916943598538637, "total_loss": 1.6808754398225574} {"data_time": 0.017388828098773956, "eta_seconds": 87634.26007380523, "iteration": 158019, "loss_fcos_cls": 0.2512346899602562, "loss_fcos_ctr": 0.6227369564585388, "loss_fcos_loc": 0.1990417234483175, "loss_mask": 0.280852354131639, "loss_maskiou": 0.005929791816015495, "loss_sem_seg": 0.2623471219558269, "lr": 0.01, "mask_rcnn/accuracy": 0.8755329370083469, "mask_rcnn/false_negative": 0.11059285864043976, "mask_rcnn/false_positive": 0.1329326153497245, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7816600240767002, "total_loss": 1.618988861067919} {"data_time": 0.015907416120171547, "eta_seconds": 87558.06750268769, "iteration": 158039, "loss_fcos_cls": 0.23733336757868528, "loss_fcos_ctr": 0.6173277273774147, "loss_fcos_loc": 0.19402298447676003, "loss_mask": 0.2773489677347243, "loss_maskiou": 0.006102011939219665, "loss_sem_seg": 0.272977277636528, "lr": 0.01, "mask_rcnn/accuracy": 0.8991658453153989, "mask_rcnn/false_negative": 0.0763134257306784, "mask_rcnn/false_positive": 0.13952789824773276, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.0, "time": 0.793656530790031, "total_loss": 1.6095532235849532} {"data_time": 0.01473173312842846, "eta_seconds": 87569.77000276465, "iteration": 158059, "loss_fcos_cls": 0.2599443608196452, "loss_fcos_ctr": 0.6249218853190541, "loss_fcos_loc": 0.2066172497579828, "loss_mask": 0.2836394300684333, "loss_maskiou": 0.005985753450659104, "loss_sem_seg": 0.28162207640707493, "lr": 0.01, "mask_rcnn/accuracy": 0.8765397010253377, "mask_rcnn/false_negative": 0.13329774578581183, "mask_rcnn/false_positive": 0.16412174865199036, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 25.75, "time": 0.7905281353741884, "total_loss": 1.6254816167638637} {"data_time": 0.01736217923462391, "eta_seconds": 87475.29535701871, "iteration": 158079, "loss_fcos_cls": 0.24448351527098566, "loss_fcos_ctr": 0.6175806233659387, "loss_fcos_loc": 0.19134322844911367, "loss_mask": 0.2649019565433264, "loss_maskiou": 0.0055426276157959364, "loss_sem_seg": 0.2832867307588458, "lr": 0.01, "mask_rcnn/accuracy": 0.8894174026845053, "mask_rcnn/false_negative": 0.10752205366834723, "mask_rcnn/false_positive": 0.13586829159740196, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.75, "time": 0.7758303163573146, "total_loss": 1.5973334197478835} {"data_time": 0.016868204809725285, "eta_seconds": 87447.80845143553, "iteration": 158099, "loss_fcos_cls": 0.2514548695180565, "loss_fcos_ctr": 0.6202598228119314, "loss_fcos_loc": 0.1997374515631236, "loss_mask": 0.26908107940107584, "loss_maskiou": 0.005525823435164057, "loss_sem_seg": 0.2649970706552267, "lr": 0.01, "mask_rcnn/accuracy": 0.8809213159404685, "mask_rcnn/false_negative": 0.10687149652432212, "mask_rcnn/false_positive": 0.1334045364798004, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.25, "time": 0.7459074994549155, "total_loss": 1.6242193884972949} {"data_time": 0.017020958475768566, "eta_seconds": 87432.17895599734, "iteration": 158119, "loss_fcos_cls": 0.2608323465101421, "loss_fcos_ctr": 0.6210341528058052, "loss_fcos_loc": 0.20715439168270677, "loss_mask": 0.27421781048178673, "loss_maskiou": 0.006138109049516061, "loss_sem_seg": 0.28215160220861435, "lr": 0.01, "mask_rcnn/accuracy": 0.8888822507925886, "mask_rcnn/false_negative": 0.10995694255211008, "mask_rcnn/false_positive": 0.09682061973673387, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.0, "time": 0.7760808244347572, "total_loss": 1.6530634896389529} {"data_time": 0.01570237148553133, "eta_seconds": 87421.79162728228, "iteration": 158139, "loss_fcos_cls": 0.26119647291488945, "loss_fcos_ctr": 0.6174675291404128, "loss_fcos_loc": 0.1927357901877258, "loss_mask": 0.2691412279382348, "loss_maskiou": 0.005701231224520598, "loss_sem_seg": 0.2929187258705497, "lr": 0.01, "mask_rcnn/accuracy": 0.8810303673099674, "mask_rcnn/false_negative": 0.11446413154422189, "mask_rcnn/false_positive": 0.13522101745012888, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7939069410786033, "total_loss": 1.644498378453136} {"data_time": 0.016502588987350464, "eta_seconds": 87406.16119457968, "iteration": 158159, "loss_fcos_cls": 0.2644270311575383, "loss_fcos_ctr": 0.6202204721048474, "loss_fcos_loc": 0.19602592196315527, "loss_mask": 0.26914594369009137, "loss_maskiou": 0.00551411448395811, "loss_sem_seg": 0.28304450679570436, "lr": 0.01, "mask_rcnn/accuracy": 0.8862804990417219, "mask_rcnn/false_negative": 0.08557921982740628, "mask_rcnn/false_positive": 0.13896056175710894, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.0, "time": 0.7713018003851175, "total_loss": 1.6393068183533615} {"data_time": 0.016935682855546474, "eta_seconds": 87368.59816191904, "iteration": 158179, "loss_fcos_cls": 0.26026272773742676, "loss_fcos_ctr": 0.6210296982899308, "loss_fcos_loc": 0.2024918377865106, "loss_mask": 0.2622221987694502, "loss_maskiou": 0.005352051884983666, "loss_sem_seg": 0.2739818594418466, "lr": 0.01, "mask_rcnn/accuracy": 0.8791318112339486, "mask_rcnn/false_negative": 0.09014714574043857, "mask_rcnn/false_positive": 0.14825928367709645, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.0, "time": 0.7812826158478856, "total_loss": 1.6323832945490722} {"data_time": 0.015534566715359688, "eta_seconds": 87369.66097424459, "iteration": 158199, "loss_fcos_cls": 0.25690782465972006, "loss_fcos_ctr": 0.6198120331391692, "loss_fcos_loc": 0.19705162732861936, "loss_mask": 0.27093202341347933, "loss_maskiou": 0.005851438327226788, "loss_sem_seg": 0.29154663532972336, "lr": 0.01, "mask_rcnn/accuracy": 0.8819970845481049, "mask_rcnn/false_negative": 0.09239369116544303, "mask_rcnn/false_positive": 0.1385211955817452, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7700028764083982, "total_loss": 1.6410903449286707} {"data_time": 0.01599937304854393, "eta_seconds": 87337.34514212422, "iteration": 158219, "loss_fcos_cls": 0.2670068482402712, "loss_fcos_ctr": 0.6218596175312996, "loss_fcos_loc": 0.20882874866947532, "loss_mask": 0.2856602370738983, "loss_maskiou": 0.0053605458087986335, "loss_sem_seg": 0.2883519697934389, "lr": 0.01, "mask_rcnn/accuracy": 0.8742227152881215, "mask_rcnn/false_negative": 0.09052116444128344, "mask_rcnn/false_positive": 0.1584286814587353, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 38.25, "time": 0.7804541671648622, "total_loss": 1.6808875169808744} {"data_time": 0.015863735228776932, "eta_seconds": 87392.84996320959, "iteration": 158239, "loss_fcos_cls": 0.24349219957366586, "loss_fcos_ctr": 0.6215741378255188, "loss_fcos_loc": 0.20455009094439447, "loss_mask": 0.283889289945364, "loss_maskiou": 0.0055038629652699456, "loss_sem_seg": 0.2527772900648415, "lr": 0.01, "mask_rcnn/accuracy": 0.866851298949553, "mask_rcnn/false_negative": 0.11099244277587092, "mask_rcnn/false_positive": 0.15610415582734202, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7945123063400388, "total_loss": 1.6320604321808787} {"data_time": 0.015369700267910957, "eta_seconds": 87443.87661479507, "iteration": 158259, "loss_fcos_cls": 0.255024777026847, "loss_fcos_ctr": 0.6245232429355383, "loss_fcos_loc": 0.20753192901611328, "loss_mask": 0.28710650838911533, "loss_maskiou": 0.005803607164125424, "loss_sem_seg": 0.2594928271137178, "lr": 0.01, "mask_rcnn/accuracy": 0.8779222956788348, "mask_rcnn/false_negative": 0.09902196338811411, "mask_rcnn/false_positive": 0.13165187224843855, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7939784592017531, "total_loss": 1.6367544273016392} {"data_time": 0.015903208404779434, "eta_seconds": 87361.57148504164, "iteration": 158279, "loss_fcos_cls": 0.274523941334337, "loss_fcos_ctr": 0.621511715464294, "loss_fcos_loc": 0.20106947771273553, "loss_mask": 0.26325884368270636, "loss_maskiou": 0.005700429974240251, "loss_sem_seg": 0.2831483376212418, "lr": 0.01, "mask_rcnn/accuracy": 0.8729439888028323, "mask_rcnn/false_negative": 0.11123626675748147, "mask_rcnn/false_positive": 0.16243141663050656, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.5, "time": 0.7744875457137823, "total_loss": 1.650360523184645} {"data_time": 0.01731502264738083, "eta_seconds": 87310.14479356166, "iteration": 158299, "loss_fcos_cls": 0.259295318974182, "loss_fcos_ctr": 0.6209304141812027, "loss_fcos_loc": 0.19936596031766385, "loss_mask": 0.27253206726163626, "loss_maskiou": 0.00603910929930862, "loss_sem_seg": 0.274802434258163, "lr": 0.01, "mask_rcnn/accuracy": 0.8816722711811997, "mask_rcnn/false_negative": 0.09043777034979278, "mask_rcnn/false_positive": 0.1389713329596231, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.7858102368190885, "total_loss": 1.6369504820177099} {"data_time": 0.01596728153526783, "eta_seconds": 87370.90370001364, "iteration": 158319, "loss_fcos_cls": 0.2665437668329105, "loss_fcos_ctr": 0.6192955514416099, "loss_fcos_loc": 0.20127888314891607, "loss_mask": 0.27431176975369453, "loss_maskiou": 0.006026063419994898, "loss_sem_seg": 0.28744853381067514, "lr": 0.01, "mask_rcnn/accuracy": 0.8819614943472918, "mask_rcnn/false_negative": 0.09071182493973355, "mask_rcnn/false_positive": 0.15287584745017274, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.0, "time": 0.7906538750976324, "total_loss": 1.6464932365342975} {"data_time": 0.01545039564371109, "eta_seconds": 87355.25718830619, "iteration": 158339, "loss_fcos_cls": 0.2631911742500961, "loss_fcos_ctr": 0.6237668888643384, "loss_fcos_loc": 0.20942911016754806, "loss_mask": 0.2751907557249069, "loss_maskiou": 0.005609670417470625, "loss_sem_seg": 0.2924964497797191, "lr": 0.01, "mask_rcnn/accuracy": 0.8677273619237904, "mask_rcnn/false_negative": 0.10899259218730475, "mask_rcnn/false_positive": 0.11837852845002235, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7742853835225105, "total_loss": 1.6582146444561658} {"data_time": 0.01664020959287882, "eta_seconds": 87365.62075829227, "iteration": 158359, "loss_fcos_cls": 0.2587925670668483, "loss_fcos_ctr": 0.6228478704579175, "loss_fcos_loc": 0.2048650027718395, "loss_mask": 0.2857969831675291, "loss_maskiou": 0.005902807708480395, "loss_sem_seg": 0.2825293685309589, "lr": 0.01, "mask_rcnn/accuracy": 0.8801811422243315, "mask_rcnn/false_negative": 0.11264249812892574, "mask_rcnn/false_positive": 0.13897553319190803, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 41.0, "time": 0.7893501063808799, "total_loss": 1.6334903020651836} {"data_time": 0.015199143439531326, "eta_seconds": 87349.9695869917, "iteration": 158379, "loss_fcos_cls": 0.2518829880282283, "loss_fcos_ctr": 0.6229978068731725, "loss_fcos_loc": 0.21234636171720922, "loss_mask": 0.27854723390191793, "loss_maskiou": 0.005741245593526401, "loss_sem_seg": 0.2822579394560307, "lr": 0.01, "mask_rcnn/accuracy": 0.8847858926409546, "mask_rcnn/false_negative": 0.0913999235388108, "mask_rcnn/false_positive": 0.13664450668379513, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.5, "time": 0.7885636705905199, "total_loss": 1.6530699370341608} {"data_time": 0.017458664253354073, "eta_seconds": 87308.31765318383, "iteration": 158399, "loss_fcos_cls": 0.2663612568285316, "loss_fcos_ctr": 0.6188705712556839, "loss_fcos_loc": 0.1984306272934191, "loss_mask": 0.25984253361821175, "loss_maskiou": 0.005295554473832453, "loss_sem_seg": 0.2898790445178747, "lr": 0.01, "mask_rcnn/accuracy": 0.8968588174040302, "mask_rcnn/false_negative": 0.09438859914085525, "mask_rcnn/false_positive": 0.11024397457812615, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7865093350410461, "total_loss": 1.645906576901325} {"data_time": 0.017376456409692764, "eta_seconds": 87252.37167431042, "iteration": 158419, "loss_fcos_cls": 0.265258235973306, "loss_fcos_ctr": 0.6219302089884877, "loss_fcos_loc": 0.19938336894847453, "loss_mask": 0.279223155695945, "loss_maskiou": 0.005771876727521885, "loss_sem_seg": 0.2731760898604989, "lr": 0.01, "mask_rcnn/accuracy": 0.8522324584354659, "mask_rcnn/false_negative": 0.11237565466097715, "mask_rcnn/false_positive": 0.1820030995999796, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.0, "time": 0.7815306512638927, "total_loss": 1.6552485086431261} {"data_time": 0.015043491497635841, "eta_seconds": 87200.71497403365, "iteration": 158439, "loss_fcos_cls": 0.2580084289656952, "loss_fcos_ctr": 0.6225821357220411, "loss_fcos_loc": 0.19895992754027247, "loss_mask": 0.270102147012949, "loss_maskiou": 0.005889889238460455, "loss_sem_seg": 0.28684548754245043, "lr": 0.01, "mask_rcnn/accuracy": 0.8839469406124286, "mask_rcnn/false_negative": 0.09843161970231998, "mask_rcnn/false_positive": 0.1435571158018649, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.7674964871257544, "total_loss": 1.6448152830416802} {"data_time": 0.01687636971473694, "eta_seconds": 87204.3597945366, "iteration": 158459, "loss_fcos_cls": 0.2620358229614794, "loss_fcos_ctr": 0.6227631159126759, "loss_fcos_loc": 0.20141437533311546, "loss_mask": 0.2659422969445586, "loss_maskiou": 0.004999895616492722, "loss_sem_seg": 0.30131146672647446, "lr": 0.01, "mask_rcnn/accuracy": 0.872538707041258, "mask_rcnn/false_negative": 0.09352589409201265, "mask_rcnn/false_positive": 0.16151511287941228, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 37.0, "time": 0.7835356080904603, "total_loss": 1.6565548409053008} {"data_time": 0.017029013484716415, "eta_seconds": 87188.72350657173, "iteration": 158479, "loss_fcos_cls": 0.25351863831747323, "loss_fcos_ctr": 0.6243395190685987, "loss_fcos_loc": 0.20961414999328554, "loss_mask": 0.28236772771924734, "loss_maskiou": 0.0065368572395527735, "loss_sem_seg": 0.29867925960570574, "lr": 0.01, "mask_rcnn/accuracy": 0.8746246710748976, "mask_rcnn/false_negative": 0.09695620156630341, "mask_rcnn/false_positive": 0.12824831914280374, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.75, "time": 0.7813050160184503, "total_loss": 1.6741036061066552} {"data_time": 0.018441151827573776, "eta_seconds": 87173.08721860684, "iteration": 158499, "loss_fcos_cls": 0.25878293230198324, "loss_fcos_ctr": 0.6215809630230069, "loss_fcos_loc": 0.19877040549181402, "loss_mask": 0.27706629037857056, "loss_maskiou": 0.005549624584091362, "loss_sem_seg": 0.3202700954861939, "lr": 0.01, "mask_rcnn/accuracy": 0.8794962734310026, "mask_rcnn/false_negative": 0.08834113497378708, "mask_rcnn/false_positive": 0.14085115012831823, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7883931808173656, "total_loss": 1.6669249445076275} {"data_time": 0.01609678566455841, "eta_seconds": 87131.59721270669, "iteration": 158519, "loss_fcos_cls": 0.26605383679270744, "loss_fcos_ctr": 0.6207309532910585, "loss_fcos_loc": 0.19855583552271128, "loss_mask": 0.28129506669938564, "loss_maskiou": 0.006299606815446168, "loss_sem_seg": 0.2866992529015988, "lr": 0.01, "mask_rcnn/accuracy": 0.8817512403821928, "mask_rcnn/false_negative": 0.10182098107136053, "mask_rcnn/false_positive": 0.15299547829882065, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.7796548698097467, "total_loss": 1.6379914423887385} {"data_time": 0.015632678754627705, "eta_seconds": 87112.35809180234, "iteration": 158539, "loss_fcos_cls": 0.25748736038804054, "loss_fcos_ctr": 0.6221331553533673, "loss_fcos_loc": 0.19816577155143023, "loss_mask": 0.2724001659080386, "loss_maskiou": 0.005090684011520352, "loss_sem_seg": 0.27377896569669247, "lr": 0.01, "mask_rcnn/accuracy": 0.8980937609669342, "mask_rcnn/false_negative": 0.09508329102599031, "mask_rcnn/false_positive": 0.09880630567907125, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7916217148303986, "total_loss": 1.6318582921885536} {"data_time": 0.016126071102917194, "eta_seconds": 87124.61521088798, "iteration": 158559, "loss_fcos_cls": 0.2592595147434622, "loss_fcos_ctr": 0.6216119071468711, "loss_fcos_loc": 0.19998742127791047, "loss_mask": 0.264016967266798, "loss_maskiou": 0.005244703876087442, "loss_sem_seg": 0.2550639701075852, "lr": 0.01, "mask_rcnn/accuracy": 0.8791035113321486, "mask_rcnn/false_negative": 0.10056893533192843, "mask_rcnn/false_positive": 0.13627884620931202, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.794351639226079, "total_loss": 1.6082007170771249} {"data_time": 0.0175156369805336, "eta_seconds": 87081.09608694259, "iteration": 158579, "loss_fcos_cls": 0.2677732449956238, "loss_fcos_ctr": 0.622041576076299, "loss_fcos_loc": 0.2097784373909235, "loss_mask": 0.2795216040685773, "loss_maskiou": 0.005513312713446794, "loss_sem_seg": 0.31891261599957943, "lr": 0.01, "mask_rcnn/accuracy": 0.8774024000590226, "mask_rcnn/false_negative": 0.10820369305347227, "mask_rcnn/false_positive": 0.1434587802191789, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 29.25, "time": 0.780809217132628, "total_loss": 1.6907206729083555} {"data_time": 0.01605396904051304, "eta_seconds": 87060.3921114998, "iteration": 158599, "loss_fcos_cls": 0.2702005219180137, "loss_fcos_ctr": 0.6207763263955712, "loss_fcos_loc": 0.20413504005409777, "loss_mask": 0.2692424263805151, "loss_maskiou": 0.0054103404327179305, "loss_sem_seg": 0.294136974029243, "lr": 0.01, "mask_rcnn/accuracy": 0.8933638038548752, "mask_rcnn/false_negative": 0.09016392710547039, "mask_rcnn/false_positive": 0.11630818584354186, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.0, "time": 0.7708993870764971, "total_loss": 1.6551905933374655} {"data_time": 0.016637747175991535, "eta_seconds": 87046.79069950618, "iteration": 158619, "loss_fcos_cls": 0.2625903496518731, "loss_fcos_ctr": 0.6166619965806603, "loss_fcos_loc": 0.1907553724013269, "loss_mask": 0.2645841958001256, "loss_maskiou": 0.005228678935964126, "loss_sem_seg": 0.2880368612241, "lr": 0.01, "mask_rcnn/accuracy": 0.8913717862346227, "mask_rcnn/false_negative": 0.10285321389552593, "mask_rcnn/false_positive": 0.14514596321055018, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.75, "time": 0.7819256810471416, "total_loss": 1.619211651632213} {"data_time": 0.01646930631250143, "eta_seconds": 87062.0711811604, "iteration": 158639, "loss_fcos_cls": 0.26235331594944, "loss_fcos_ctr": 0.619705643504858, "loss_fcos_loc": 0.1990399109199643, "loss_mask": 0.2652601459994912, "loss_maskiou": 0.005316585338732693, "loss_sem_seg": 0.2682190507184714, "lr": 0.01, "mask_rcnn/accuracy": 0.87787762006512, "mask_rcnn/false_negative": 0.08710805077718962, "mask_rcnn/false_positive": 0.1641961628552665, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7911546677350998, "total_loss": 1.5949603916233173} {"data_time": 0.016232755035161972, "eta_seconds": 87044.02884178888, "iteration": 158659, "loss_fcos_cls": 0.26843695202842355, "loss_fcos_ctr": 0.6169810900464654, "loss_fcos_loc": 0.19475981453433633, "loss_mask": 0.26276688277721405, "loss_maskiou": 0.005625333156785928, "loss_sem_seg": 0.30653749499469995, "lr": 0.01, "mask_rcnn/accuracy": 0.8741952690166976, "mask_rcnn/false_negative": 0.10225658100105077, "mask_rcnn/false_positive": 0.16553287093462676, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 37.75, "time": 0.7842601770535111, "total_loss": 1.6341749033745145} {"data_time": 0.017673649825155735, "eta_seconds": 87028.39326660242, "iteration": 158679, "loss_fcos_cls": 0.2538942974060774, "loss_fcos_ctr": 0.6224160343408585, "loss_fcos_loc": 0.20365290436893702, "loss_mask": 0.2722505461424589, "loss_maskiou": 0.006064925746613881, "loss_sem_seg": 0.2948393141850829, "lr": 0.01, "mask_rcnn/accuracy": 0.8699348497201628, "mask_rcnn/false_negative": 0.12076834663071329, "mask_rcnn/false_positive": 0.14697159543735416, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.75, "time": 0.7951630288735032, "total_loss": 1.6533904720199644} {"data_time": 0.020143999718129635, "eta_seconds": 86987.31007236335, "iteration": 158699, "loss_fcos_cls": 0.2557626629713923, "loss_fcos_ctr": 0.618953934404999, "loss_fcos_loc": 0.1860563124064356, "loss_mask": 0.281161202583462, "loss_maskiou": 0.006391701695974916, "loss_sem_seg": 0.27629863377660513, "lr": 0.01, "mask_rcnn/accuracy": 0.8913239097008666, "mask_rcnn/false_negative": 0.0776204966674636, "mask_rcnn/false_positive": 0.13076142634772459, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.5, "time": 0.753328587859869, "total_loss": 1.6093483691074653} {"data_time": 0.017270234413444996, "eta_seconds": 86935.69992569555, "iteration": 158719, "loss_fcos_cls": 0.2642664809245616, "loss_fcos_ctr": 0.6204332839697599, "loss_fcos_loc": 0.2068283457774669, "loss_mask": 0.2770977979525924, "loss_maskiou": 0.005640101473545656, "loss_sem_seg": 0.28000927111133933, "lr": 0.01, "mask_rcnn/accuracy": 0.8732337125662313, "mask_rcnn/false_negative": 0.11046124992088768, "mask_rcnn/false_positive": 0.13179554508862612, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 40.25, "time": 0.7686816733330488, "total_loss": 1.6597246445162455} {"data_time": 0.01673665177077055, "eta_seconds": 86953.0079638157, "iteration": 158739, "loss_fcos_cls": 0.25066120200790465, "loss_fcos_ctr": 0.6202272353693843, "loss_fcos_loc": 0.19290341704618186, "loss_mask": 0.2791794631630182, "loss_maskiou": 0.006313023579423316, "loss_sem_seg": 0.3002005545422435, "lr": 0.01, "mask_rcnn/accuracy": 0.8814254589395567, "mask_rcnn/false_negative": 0.09988328654322456, "mask_rcnn/false_positive": 0.15565965645382307, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7870528418570757, "total_loss": 1.6253261321107857} {"data_time": 0.017048342153429985, "eta_seconds": 86904.4508535536, "iteration": 158759, "loss_fcos_cls": 0.264138494618237, "loss_fcos_ctr": 0.6219131173565984, "loss_fcos_loc": 0.20366499200463295, "loss_mask": 0.2766767581924796, "loss_maskiou": 0.005855307434103452, "loss_sem_seg": 0.2731965552084148, "lr": 0.01, "mask_rcnn/accuracy": 0.8798621310560679, "mask_rcnn/false_negative": 0.10291255207591934, "mask_rcnn/false_positive": 0.14366054134087358, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 32.5, "time": 0.7553908620029688, "total_loss": 1.6556896587426309} {"data_time": 0.018055422231554985, "eta_seconds": 86836.42604117654, "iteration": 158779, "loss_fcos_cls": 0.26268920418806374, "loss_fcos_ctr": 0.6200029663741589, "loss_fcos_loc": 0.1980104703688994, "loss_mask": 0.2805061098188162, "loss_maskiou": 0.006661104605882429, "loss_sem_seg": 0.2936283419840038, "lr": 0.01, "mask_rcnn/accuracy": 0.876240611359659, "mask_rcnn/false_negative": 0.10490618706585139, "mask_rcnn/false_positive": 0.13967498989846225, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.0, "time": 0.7826246842741966, "total_loss": 1.7036411463777767} {"data_time": 0.014944598078727722, "eta_seconds": 86820.81092783622, "iteration": 158799, "loss_fcos_cls": 0.255632201442495, "loss_fcos_ctr": 0.6202728617936373, "loss_fcos_loc": 0.20057606615591794, "loss_mask": 0.2789877038449049, "loss_maskiou": 0.005364466895116493, "loss_sem_seg": 0.27793051581829786, "lr": 0.01, "mask_rcnn/accuracy": 0.8833014455782313, "mask_rcnn/false_negative": 0.08839263087805926, "mask_rcnn/false_positive": 0.149982151140477, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7764012385159731, "total_loss": 1.6343681223952444} {"data_time": 0.01618914119899273, "eta_seconds": 86766.35936126765, "iteration": 158819, "loss_fcos_cls": 0.25369124952703714, "loss_fcos_ctr": 0.6174374623224139, "loss_fcos_loc": 0.19189394358545542, "loss_mask": 0.2809533169493079, "loss_maskiou": 0.0055454785615438595, "loss_sem_seg": 0.2760145808570087, "lr": 0.01, "mask_rcnn/accuracy": 0.8921780931867838, "mask_rcnn/false_negative": 0.08880135087194314, "mask_rcnn/false_positive": 0.1449683098180552, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7678713863715529, "total_loss": 1.6198125391674694} {"data_time": 0.01752187218517065, "eta_seconds": 86708.83894751035, "iteration": 158839, "loss_fcos_cls": 0.2722684493055567, "loss_fcos_ctr": 0.6228897199034691, "loss_fcos_loc": 0.19935542601160705, "loss_mask": 0.2648338424041867, "loss_maskiou": 0.005534337091376074, "loss_sem_seg": 0.27989261550828815, "lr": 0.01, "mask_rcnn/accuracy": 0.8641921898332503, "mask_rcnn/false_negative": 0.12645850918754892, "mask_rcnn/false_positive": 0.13576318043037355, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.75, "time": 0.7856345446780324, "total_loss": 1.662705749149609} {"data_time": 0.016191844828426838, "eta_seconds": 86678.4100980917, "iteration": 158859, "loss_fcos_cls": 0.2679763527121395, "loss_fcos_ctr": 0.6209926842711866, "loss_fcos_loc": 0.20781416120007634, "loss_mask": 0.279975819401443, "loss_maskiou": 0.006160626660857815, "loss_sem_seg": 0.26019938196986914, "lr": 0.01, "mask_rcnn/accuracy": 0.8738881158524016, "mask_rcnn/false_negative": 0.10352366683113415, "mask_rcnn/false_positive": 0.13654026137613834, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.25, "time": 0.7760562608018517, "total_loss": 1.6463056378852343} {"data_time": 0.0163820693269372, "eta_seconds": 86648.76327407826, "iteration": 158879, "loss_fcos_cls": 0.25092810788191855, "loss_fcos_ctr": 0.6187940007075667, "loss_fcos_loc": 0.1928007339593023, "loss_mask": 0.27682105358690023, "loss_maskiou": 0.005481085361680016, "loss_sem_seg": 0.29742505063768476, "lr": 0.01, "mask_rcnn/accuracy": 0.8773917898074651, "mask_rcnn/false_negative": 0.0839280738527155, "mask_rcnn/false_positive": 0.15425106592397184, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.25, "time": 0.7749922787770629, "total_loss": 1.6480959258333314} {"data_time": 0.017549728974699974, "eta_seconds": 86633.16788467858, "iteration": 158899, "loss_fcos_cls": 0.2537777724210173, "loss_fcos_ctr": 0.6209815870970488, "loss_fcos_loc": 0.20026359660550952, "loss_mask": 0.2699481640011072, "loss_maskiou": 0.005831950016727205, "loss_sem_seg": 0.24427764886058867, "lr": 0.01, "mask_rcnn/accuracy": 0.874555986778273, "mask_rcnn/false_negative": 0.09883891894687155, "mask_rcnn/false_positive": 0.15284760436215183, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7817482221871614, "total_loss": 1.611535474738048} {"data_time": 0.018027568235993385, "eta_seconds": 86624.87343041785, "iteration": 158919, "loss_fcos_cls": 0.25795729167293757, "loss_fcos_ctr": 0.6222967682406306, "loss_fcos_loc": 0.199269890319556, "loss_mask": 0.2877247426658869, "loss_maskiou": 0.00608167058089748, "loss_sem_seg": 0.26750627311412245, "lr": 0.01, "mask_rcnn/accuracy": 0.8878321641156462, "mask_rcnn/false_negative": 0.09627506459730331, "mask_rcnn/false_positive": 0.12082791299042248, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.7741479985415936, "total_loss": 1.6339994895024574} {"data_time": 0.017877105623483658, "eta_seconds": 86703.31691564061, "iteration": 158939, "loss_fcos_cls": 0.27208950254134834, "loss_fcos_ctr": 0.6195415314286947, "loss_fcos_loc": 0.1946810457156971, "loss_mask": 0.2720972318202257, "loss_maskiou": 0.005821357844979502, "loss_sem_seg": 0.28084856318309903, "lr": 0.01, "mask_rcnn/accuracy": 0.8992410208130872, "mask_rcnn/false_negative": 0.09127598543594956, "mask_rcnn/false_positive": 0.11587431501957735, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.5, "time": 0.7956553753465414, "total_loss": 1.679400120221544} {"data_time": 0.016085198149085045, "eta_seconds": 86615.23542942666, "iteration": 158959, "loss_fcos_cls": 0.2701069097965956, "loss_fcos_ctr": 0.6224521612748504, "loss_fcos_loc": 0.2049824744462967, "loss_mask": 0.2695384854450822, "loss_maskiou": 0.005203836597502232, "loss_sem_seg": 0.2808976722881198, "lr": 0.01, "mask_rcnn/accuracy": 0.8790946280053118, "mask_rcnn/false_negative": 0.08744504757433512, "mask_rcnn/false_positive": 0.1347685464611174, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7685119146481156, "total_loss": 1.6418521554169274} {"data_time": 0.017006651498377323, "eta_seconds": 86679.39903717767, "iteration": 158979, "loss_fcos_cls": 0.24314997578039765, "loss_fcos_ctr": 0.6203963151201606, "loss_fcos_loc": 0.19709813164081424, "loss_mask": 0.26813355553895235, "loss_maskiou": 0.00549537614278961, "loss_sem_seg": 0.2994960299693048, "lr": 0.01, "mask_rcnn/accuracy": 0.866403925137786, "mask_rcnn/false_negative": 0.09064228251466822, "mask_rcnn/false_positive": 0.15321487689063537, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.5, "time": 0.7819189438596368, "total_loss": 1.6628425427188631} {"data_time": 0.015257216058671474, "eta_seconds": 86584.03425673209, "iteration": 158999, "loss_fcos_cls": 0.2609438032377511, "loss_fcos_ctr": 0.619931323453784, "loss_fcos_loc": 0.19280292792245746, "loss_mask": 0.27197312097996473, "loss_maskiou": 0.005458397601614706, "loss_sem_seg": 0.29471631860360503, "lr": 0.01, "mask_rcnn/accuracy": 0.887213505135979, "mask_rcnn/false_negative": 0.08712135367819261, "mask_rcnn/false_positive": 0.13440746609636145, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7751883650198579, "total_loss": 1.6503133383666864} {"data_time": 0.01645925547927618, "eta_seconds": 86648.16912606638, "iteration": 159019, "loss_fcos_cls": 0.25976869696751237, "loss_fcos_ctr": 0.6208141800016165, "loss_fcos_loc": 0.19518272572895512, "loss_mask": 0.2771591325290501, "loss_maskiou": 0.006177450704853982, "loss_sem_seg": 0.2912225383333862, "lr": 0.01, "mask_rcnn/accuracy": 0.8783627776953478, "mask_rcnn/false_negative": 0.09708312378009869, "mask_rcnn/false_positive": 0.13143756046292404, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.75, "time": 0.7909128936007619, "total_loss": 1.6298697010352043} {"data_time": 0.015004796907305717, "eta_seconds": 86552.53225988802, "iteration": 159039, "loss_fcos_cls": 0.25095151690766215, "loss_fcos_ctr": 0.6207521352916956, "loss_fcos_loc": 0.20155655313283205, "loss_mask": 0.26979913748800755, "loss_maskiou": 0.005319658172084019, "loss_sem_seg": 0.27823394257575274, "lr": 0.01, "mask_rcnn/accuracy": 0.8822452336197637, "mask_rcnn/false_negative": 0.0975816814455405, "mask_rcnn/false_positive": 0.13710788715317934, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7664524028077722, "total_loss": 1.6257299815188162} {"data_time": 0.016784234903752804, "eta_seconds": 86500.25856425054, "iteration": 159059, "loss_fcos_cls": 0.2679321141913533, "loss_fcos_ctr": 0.621916419826448, "loss_fcos_loc": 0.2052016316447407, "loss_mask": 0.27480816282331944, "loss_maskiou": 0.0059987184358760715, "loss_sem_seg": 0.2632750468328595, "lr": 0.01, "mask_rcnn/accuracy": 0.8891073926690491, "mask_rcnn/false_negative": 0.08419164148599573, "mask_rcnn/false_positive": 0.16564028667229408, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.75, "time": 0.7742364648729563, "total_loss": 1.6303816631334485} {"data_time": 0.01761519629508257, "eta_seconds": 86484.66464341618, "iteration": 159079, "loss_fcos_cls": 0.2701085153967142, "loss_fcos_ctr": 0.6223655757494271, "loss_fcos_loc": 0.2073556634131819, "loss_mask": 0.29028343595564365, "loss_maskiou": 0.006245560754905455, "loss_sem_seg": 0.2788231847807765, "lr": 0.01, "mask_rcnn/accuracy": 0.8733903073847056, "mask_rcnn/false_negative": 0.1105343220452156, "mask_rcnn/false_positive": 0.13911942687961137, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7794691007584333, "total_loss": 1.6752588856761577} {"data_time": 0.01795776467770338, "eta_seconds": 86578.40780527331, "iteration": 159099, "loss_fcos_cls": 0.2606280001346022, "loss_fcos_ctr": 0.6194307263940573, "loss_fcos_loc": 0.2000276013277471, "loss_mask": 0.28215004317462444, "loss_maskiou": 0.006044210080290213, "loss_sem_seg": 0.2755905950907618, "lr": 0.01, "mask_rcnn/accuracy": 0.8857603759756402, "mask_rcnn/false_negative": 0.08131243026501944, "mask_rcnn/false_positive": 0.14600988908698498, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.75, "time": 0.7885478120297194, "total_loss": 1.6332001369155478} {"data_time": 0.015073288232088089, "eta_seconds": 86532.2374536721, "iteration": 159119, "loss_fcos_cls": 0.24678000155836344, "loss_fcos_ctr": 0.6205719904974103, "loss_fcos_loc": 0.19778287305962294, "loss_mask": 0.28027360048145056, "loss_maskiou": 0.0056069992861012, "loss_sem_seg": 0.2761221493128687, "lr": 0.01, "mask_rcnn/accuracy": 0.875798081291886, "mask_rcnn/false_negative": 0.09118172199339877, "mask_rcnn/false_positive": 0.13230689170839904, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7726094368845224, "total_loss": 1.641784569452284} {"data_time": 0.01580627914518118, "eta_seconds": 86474.52959925961, "iteration": 159139, "loss_fcos_cls": 0.26136158825829625, "loss_fcos_ctr": 0.6193304816260934, "loss_fcos_loc": 0.19913779594935477, "loss_mask": 0.27534303814172745, "loss_maskiou": 0.006292584381299093, "loss_sem_seg": 0.2625912041403353, "lr": 0.01, "mask_rcnn/accuracy": 0.8794902456174778, "mask_rcnn/false_negative": 0.09153418979326972, "mask_rcnn/false_positive": 0.14542153669166788, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7732160789892077, "total_loss": 1.6285636990505736} {"data_time": 0.01580073218792677, "eta_seconds": 86535.7203998845, "iteration": 159159, "loss_fcos_cls": 0.26002625515684485, "loss_fcos_ctr": 0.6217841762118042, "loss_fcos_loc": 0.20605027489364147, "loss_mask": 0.2667913381010294, "loss_maskiou": 0.005244347150437534, "loss_sem_seg": 0.2615863571409136, "lr": 0.01, "mask_rcnn/accuracy": 0.8798607736745492, "mask_rcnn/false_negative": 0.11017368173086836, "mask_rcnn/false_positive": 0.14440023485914605, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 25.25, "time": 0.7827767636626959, "total_loss": 1.6252349920905544} {"data_time": 0.015899947844445705, "eta_seconds": 86520.10601163469, "iteration": 159179, "loss_fcos_cls": 0.2412071565631777, "loss_fcos_ctr": 0.6184305120259523, "loss_fcos_loc": 0.19508527402649634, "loss_mask": 0.2652029315941036, "loss_maskiou": 0.005928790524194483, "loss_sem_seg": 0.2894840482622385, "lr": 0.01, "mask_rcnn/accuracy": 0.8725016055373198, "mask_rcnn/false_negative": 0.11065216388156221, "mask_rcnn/false_positive": 0.15816514334511966, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7853387454524636, "total_loss": 1.6198684705486812} {"data_time": 0.016732572577893734, "eta_seconds": 86508.54591315147, "iteration": 159199, "loss_fcos_cls": 0.2581725078634918, "loss_fcos_ctr": 0.6188114741817117, "loss_fcos_loc": 0.19852442108094692, "loss_mask": 0.2725654770620167, "loss_maskiou": 0.006057683654944412, "loss_sem_seg": 0.27106646029278636, "lr": 0.01, "mask_rcnn/accuracy": 0.8577073263515933, "mask_rcnn/false_negative": 0.11636533017821923, "mask_rcnn/false_positive": 0.16254614192424305, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7762203672900796, "total_loss": 1.6665425457031233} {"data_time": 0.017078563570976257, "eta_seconds": 86488.87723513506, "iteration": 159219, "loss_fcos_cls": 0.27109096106141806, "loss_fcos_ctr": 0.6230805995874107, "loss_fcos_loc": 0.20571238338015974, "loss_mask": 0.2782297311350703, "loss_maskiou": 0.00591329054441303, "loss_sem_seg": 0.2947194748558104, "lr": 0.01, "mask_rcnn/accuracy": 0.8957291666666667, "mask_rcnn/false_negative": 0.09588313931578868, "mask_rcnn/false_positive": 0.12050314411103812, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7695728773251176, "total_loss": 1.6852276240242645} {"data_time": 0.015977872535586357, "eta_seconds": 86381.63703963626, "iteration": 159239, "loss_fcos_cls": 0.2609702361514792, "loss_fcos_ctr": 0.6224412517622113, "loss_fcos_loc": 0.20404409221373498, "loss_mask": 0.27395984530448914, "loss_maskiou": 0.006081500614527613, "loss_sem_seg": 0.32818740233778954, "lr": 0.01, "mask_rcnn/accuracy": 0.8739078535194147, "mask_rcnn/false_negative": 0.08828771064712972, "mask_rcnn/false_positive": 0.16223924764491873, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.25, "time": 0.7788678845390677, "total_loss": 1.688839496600849} {"data_time": 0.016982626169919968, "eta_seconds": 86313.35165641084, "iteration": 159259, "loss_fcos_cls": 0.26227344386279583, "loss_fcos_ctr": 0.6182202682830393, "loss_fcos_loc": 0.19439433957450092, "loss_mask": 0.2863056194037199, "loss_maskiou": 0.006546261909534223, "loss_sem_seg": 0.3043934579472989, "lr": 0.01, "mask_rcnn/accuracy": 0.8928267278296861, "mask_rcnn/false_negative": 0.11150704142500956, "mask_rcnn/false_positive": 0.13031602939296302, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.7750806380063295, "total_loss": 1.6867180375702446} {"data_time": 0.016662498004734516, "eta_seconds": 86247.22797154449, "iteration": 159279, "loss_fcos_cls": 0.26533440919592977, "loss_fcos_ctr": 0.6226139292120934, "loss_fcos_loc": 0.20070011127972975, "loss_mask": 0.27540010306984186, "loss_maskiou": 0.005320271753589623, "loss_sem_seg": 0.2819125964306295, "lr": 0.01, "mask_rcnn/accuracy": 0.8716233586457839, "mask_rcnn/false_negative": 0.10949462071455388, "mask_rcnn/false_positive": 0.14022408412730047, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.0, "time": 0.7686021197587252, "total_loss": 1.6713000739091513} {"data_time": 0.015660839155316353, "eta_seconds": 86206.94816226792, "iteration": 159299, "loss_fcos_cls": 0.2569656139239669, "loss_fcos_ctr": 0.6192195191979408, "loss_fcos_loc": 0.19634895236231387, "loss_mask": 0.27055759727954865, "loss_maskiou": 0.005508765098056756, "loss_sem_seg": 0.25949711352586746, "lr": 0.01, "mask_rcnn/accuracy": 0.8889169928291285, "mask_rcnn/false_negative": 0.08870803277941497, "mask_rcnn/false_positive": 0.15396147056700296, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7730181580409408, "total_loss": 1.6321055728694773} {"data_time": 0.01635640114545822, "eta_seconds": 86153.95012896042, "iteration": 159319, "loss_fcos_cls": 0.26014060992747545, "loss_fcos_ctr": 0.6197891207411885, "loss_fcos_loc": 0.19371760310605168, "loss_mask": 0.2640163414180279, "loss_maskiou": 0.005710775905754417, "loss_sem_seg": 0.30607175873592496, "lr": 0.01, "mask_rcnn/accuracy": 0.8764963182482886, "mask_rcnn/false_negative": 0.08927587986292401, "mask_rcnn/false_positive": 0.1409236666822262, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7814802303910255, "total_loss": 1.651377025518741} {"data_time": 0.01760315988212824, "eta_seconds": 86152.94262473937, "iteration": 159339, "loss_fcos_cls": 0.26149787101894617, "loss_fcos_ctr": 0.6193945342674851, "loss_fcos_loc": 0.19044852710794657, "loss_mask": 0.2698563700541854, "loss_maskiou": 0.0055799053370719776, "loss_sem_seg": 0.3137338189408183, "lr": 0.01, "mask_rcnn/accuracy": 0.8920124952966262, "mask_rcnn/false_negative": 0.07716672086470686, "mask_rcnn/false_positive": 0.14256312448645347, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7786966832354665, "total_loss": 1.6766707318165572} {"data_time": 0.018163572996854782, "eta_seconds": 86133.86507142428, "iteration": 159359, "loss_fcos_cls": 0.25311298097949475, "loss_fcos_ctr": 0.6204581903293729, "loss_fcos_loc": 0.19505652668885887, "loss_mask": 0.2775035505183041, "loss_maskiou": 0.005896560658584349, "loss_sem_seg": 0.2996188849210739, "lr": 0.01, "mask_rcnn/accuracy": 0.8742853391356542, "mask_rcnn/false_negative": 0.11602372157633356, "mask_rcnn/false_positive": 0.13275349236191025, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7814018875360489, "total_loss": 1.63827561286962} {"data_time": 0.017182383686304092, "eta_seconds": 86104.90519440919, "iteration": 159379, "loss_fcos_cls": 0.2591693000867963, "loss_fcos_ctr": 0.6197768934071064, "loss_fcos_loc": 0.19651092775166035, "loss_mask": 0.26524686999619007, "loss_maskiou": 0.005039002437115414, "loss_sem_seg": 0.2982292836531997, "lr": 0.01, "mask_rcnn/accuracy": 0.8791717441952759, "mask_rcnn/false_negative": 0.09491168225836563, "mask_rcnn/false_positive": 0.1373037423603558, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.0, "time": 0.7848342210054398, "total_loss": 1.6420898044125352} {"data_time": 0.014988440088927746, "eta_seconds": 86089.33764300495, "iteration": 159399, "loss_fcos_cls": 0.25969129521399736, "loss_fcos_ctr": 0.6196321942843497, "loss_fcos_loc": 0.19823051046114415, "loss_mask": 0.2642866214737296, "loss_maskiou": 0.005903262761421502, "loss_sem_seg": 0.2911462604533881, "lr": 0.01, "mask_rcnn/accuracy": 0.8876001817731141, "mask_rcnn/false_negative": 0.08920616622651382, "mask_rcnn/false_positive": 0.13377195150861343, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.7850560117512941, "total_loss": 1.6689076726033818} {"data_time": 0.01612443756312132, "eta_seconds": 86058.81118763331, "iteration": 159419, "loss_fcos_cls": 0.2602349447552115, "loss_fcos_ctr": 0.6204349789768457, "loss_fcos_loc": 0.1983721551951021, "loss_mask": 0.27338056918233633, "loss_maskiou": 0.005641630254103802, "loss_sem_seg": 0.2651129523292184, "lr": 0.01, "mask_rcnn/accuracy": 0.8729150585697169, "mask_rcnn/false_negative": 0.10211130228868609, "mask_rcnn/false_positive": 0.16771584398935693, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.7741635590791702, "total_loss": 1.6280100692383712} {"data_time": 0.016867577098309994, "eta_seconds": 86071.58518236224, "iteration": 159439, "loss_fcos_cls": 0.26934138243086636, "loss_fcos_ctr": 0.6215645810589194, "loss_fcos_loc": 0.20507555652875453, "loss_mask": 0.26890396466478705, "loss_maskiou": 0.005082924210000783, "loss_sem_seg": 0.30832062335684896, "lr": 0.01, "mask_rcnn/accuracy": 0.8912131426432348, "mask_rcnn/false_negative": 0.09162257902672918, "mask_rcnn/false_positive": 0.13008354960933338, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7792202737182379, "total_loss": 1.66328715585405} {"data_time": 0.01830929797142744, "eta_seconds": 86057.76153955981, "iteration": 159459, "loss_fcos_cls": 0.25843224208801985, "loss_fcos_ctr": 0.6216020667925477, "loss_fcos_loc": 0.19672355690272525, "loss_mask": 0.272046172991395, "loss_maskiou": 0.005900618409214076, "loss_sem_seg": 0.2568218889646232, "lr": 0.01, "mask_rcnn/accuracy": 0.8741044855442177, "mask_rcnn/false_negative": 0.10903253385564686, "mask_rcnn/false_positive": 0.12149708620557718, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7810545256361365, "total_loss": 1.6309049684350612} {"data_time": 0.01603083312511444, "eta_seconds": 86012.11664995272, "iteration": 159479, "loss_fcos_cls": 0.2559264968149364, "loss_fcos_ctr": 0.6208988428115845, "loss_fcos_loc": 0.2056776226963848, "loss_mask": 0.27280475571751595, "loss_maskiou": 0.00537657397944713, "loss_sem_seg": 0.28191239247098565, "lr": 0.01, "mask_rcnn/accuracy": 0.8884879406307977, "mask_rcnn/false_negative": 0.09151019094960425, "mask_rcnn/false_positive": 0.15571563889851658, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.7738137021660805, "total_loss": 1.6657885160457226} {"data_time": 0.01706286147236824, "eta_seconds": 85996.55180405919, "iteration": 159499, "loss_fcos_cls": 0.2625980721786618, "loss_fcos_ctr": 0.6258072042837739, "loss_fcos_loc": 0.21390339150093496, "loss_mask": 0.2682163999415934, "loss_maskiou": 0.00523637534934096, "loss_sem_seg": 0.2991110826842487, "lr": 0.01, "mask_rcnn/accuracy": 0.8785763231409403, "mask_rcnn/false_negative": 0.0951398895204529, "mask_rcnn/false_positive": 0.11174004174517782, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.75, "time": 0.790351714938879, "total_loss": 1.6495699220940878} {"data_time": 0.01663848850876093, "eta_seconds": 85975.5162163563, "iteration": 159519, "loss_fcos_cls": 0.2512100504245609, "loss_fcos_ctr": 0.6194499186240137, "loss_fcos_loc": 0.18551439768634737, "loss_mask": 0.264251874294132, "loss_maskiou": 0.005393830535467714, "loss_sem_seg": 0.2863963646814227, "lr": 0.01, "mask_rcnn/accuracy": 0.8590807346406619, "mask_rcnn/false_negative": 0.10768077572105354, "mask_rcnn/false_positive": 0.12821022020551553, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.7746905609965324, "total_loss": 1.6075201723397186} {"data_time": 0.01648835465312004, "eta_seconds": 85879.81451975927, "iteration": 159539, "loss_fcos_cls": 0.2640166525961831, "loss_fcos_ctr": 0.6249576550908387, "loss_fcos_loc": 0.2087745582102798, "loss_mask": 0.28313783183693886, "loss_maskiou": 0.005559421450016089, "loss_sem_seg": 0.30209000315517187, "lr": 0.01, "mask_rcnn/accuracy": 0.8641939990281826, "mask_rcnn/false_negative": 0.09113021238784046, "mask_rcnn/false_positive": 0.1540271259350947, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 39.25, "time": 0.7658091159537435, "total_loss": 1.7111966757802293} {"data_time": 0.016572752967476845, "eta_seconds": 85864.26517392322, "iteration": 159559, "loss_fcos_cls": 0.26095047127455473, "loss_fcos_ctr": 0.6202527396380901, "loss_fcos_loc": 0.21142090496141464, "loss_mask": 0.2874438064172864, "loss_maskiou": 0.006266733180382289, "loss_sem_seg": 0.28698932100087404, "lr": 0.01, "mask_rcnn/accuracy": 0.8737753353505905, "mask_rcnn/false_negative": 0.10776690010481055, "mask_rcnn/false_positive": 0.13365328628878614, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7871303232386708, "total_loss": 1.6896275395192788} {"data_time": 0.01628072466701269, "eta_seconds": 85848.71582808718, "iteration": 159579, "loss_fcos_cls": 0.2719358722679317, "loss_fcos_ctr": 0.6199142578989267, "loss_fcos_loc": 0.20072401873767376, "loss_mask": 0.2828121520578861, "loss_maskiou": 0.006095239092246629, "loss_sem_seg": 0.2893823718186468, "lr": 0.01, "mask_rcnn/accuracy": 0.8705082984568034, "mask_rcnn/false_negative": 0.09967576630117578, "mask_rcnn/false_positive": 0.13605859178535257, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.75, "time": 0.7892873045057058, "total_loss": 1.6485609830197063} {"data_time": 0.015765810385346413, "eta_seconds": 85837.27224830538, "iteration": 159599, "loss_fcos_cls": 0.27049405814614147, "loss_fcos_ctr": 0.6192526211962104, "loss_fcos_loc": 0.19877391328918748, "loss_mask": 0.27687399461865425, "loss_maskiou": 0.005642105854349211, "loss_sem_seg": 0.28755117766559124, "lr": 0.01, "mask_rcnn/accuracy": 0.9060158796767357, "mask_rcnn/false_negative": 0.10197280455443039, "mask_rcnn/false_positive": 0.14477963955636833, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.75, "time": 0.7769086444750428, "total_loss": 1.6563456788062467} {"data_time": 0.01813710480928421, "eta_seconds": 85887.2710332768, "iteration": 159619, "loss_fcos_cls": 0.2677970719523728, "loss_fcos_ctr": 0.621750854421407, "loss_fcos_loc": 0.20309373480267823, "loss_mask": 0.2727959114126861, "loss_maskiou": 0.006687116489047185, "loss_sem_seg": 0.2806245256215334, "lr": 0.01, "mask_rcnn/accuracy": 0.871492516104585, "mask_rcnn/false_negative": 0.10948563809274314, "mask_rcnn/false_positive": 0.15028206344533618, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.8007417563349009, "total_loss": 1.6464789923484204} {"data_time": 0.017587119713425636, "eta_seconds": 85846.4808897106, "iteration": 159639, "loss_fcos_cls": 0.25761081371456385, "loss_fcos_ctr": 0.6211658474057913, "loss_fcos_loc": 0.19616561604198068, "loss_mask": 0.2618377013131976, "loss_maskiou": 0.0054503072024090216, "loss_sem_seg": 0.3100677956826985, "lr": 0.01, "mask_rcnn/accuracy": 0.8880010565574157, "mask_rcnn/false_negative": 0.0986040235410498, "mask_rcnn/false_positive": 0.1398306132545378, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7833607029169798, "total_loss": 1.6199914667085977} {"data_time": 0.01687630359083414, "eta_seconds": 85790.62197942287, "iteration": 159659, "loss_fcos_cls": 0.26561353635042906, "loss_fcos_ctr": 0.6215915307402611, "loss_fcos_loc": 0.2036959242541343, "loss_mask": 0.28773636277765036, "loss_maskiou": 0.00577339139272226, "loss_sem_seg": 0.27902107895351946, "lr": 0.01, "mask_rcnn/accuracy": 0.88965395480226, "mask_rcnn/false_negative": 0.0833627219334722, "mask_rcnn/false_positive": 0.13399665333378222, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7585783684626222, "total_loss": 1.6784472554518288} {"data_time": 0.016468585468828678, "eta_seconds": 85765.82951389719, "iteration": 159679, "loss_fcos_cls": 0.25585054978728294, "loss_fcos_ctr": 0.6189886257052422, "loss_fcos_loc": 0.19383276940789074, "loss_mask": 0.270668953191489, "loss_maskiou": 0.00610033655539155, "loss_sem_seg": 0.2909762766212225, "lr": 0.01, "mask_rcnn/accuracy": 0.8942740148780601, "mask_rcnn/false_negative": 0.09044827947068582, "mask_rcnn/false_positive": 0.14021338250790305, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7751786913722754, "total_loss": 1.6605747863504803} {"data_time": 0.016613811254501343, "eta_seconds": 85759.52180016786, "iteration": 159699, "loss_fcos_cls": 0.2574317397084087, "loss_fcos_ctr": 0.621598201803863, "loss_fcos_loc": 0.20974021032452583, "loss_mask": 0.2822220306843519, "loss_maskiou": 0.006590831369976513, "loss_sem_seg": 0.3002644593361765, "lr": 0.01, "mask_rcnn/accuracy": 0.8874627428290904, "mask_rcnn/false_negative": 0.09904984587499299, "mask_rcnn/false_positive": 0.1281848348688529, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7808118043467402, "total_loss": 1.6866908313386375} {"data_time": 0.01601913571357727, "eta_seconds": 85784.2513115881, "iteration": 159719, "loss_fcos_cls": 0.26138945622369647, "loss_fcos_ctr": 0.6239839717745781, "loss_fcos_loc": 0.2099526160163805, "loss_mask": 0.2799687795341015, "loss_maskiou": 0.006152619258500636, "loss_sem_seg": 0.32281613210216165, "lr": 0.01, "mask_rcnn/accuracy": 0.8908879244338428, "mask_rcnn/false_negative": 0.08938081933243211, "mask_rcnn/false_positive": 0.12638007577100543, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.77833117172122, "total_loss": 1.7219808905720129} {"data_time": 0.017918619327247143, "eta_seconds": 85724.32106139883, "iteration": 159739, "loss_fcos_cls": 0.26373822893947363, "loss_fcos_ctr": 0.6236485633999109, "loss_fcos_loc": 0.2007722913986072, "loss_mask": 0.26828410290181637, "loss_maskiou": 0.005870733140909579, "loss_sem_seg": 0.2927457543555647, "lr": 0.01, "mask_rcnn/accuracy": 0.8811114160854215, "mask_rcnn/false_negative": 0.11488076394854053, "mask_rcnn/false_positive": 0.14240131576337642, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.25, "time": 0.7757852962240577, "total_loss": 1.6691826581882196} {"data_time": 0.01747963670641184, "eta_seconds": 85802.90926281642, "iteration": 159759, "loss_fcos_cls": 0.25676614604890347, "loss_fcos_ctr": 0.6221560016274452, "loss_fcos_loc": 0.2018584671895951, "loss_mask": 0.2745177550241351, "loss_maskiou": 0.006142414888017811, "loss_sem_seg": 0.2943803295493126, "lr": 0.01, "mask_rcnn/accuracy": 0.8955451167114001, "mask_rcnn/false_negative": 0.09356209809698726, "mask_rcnn/false_positive": 0.09465546739584427, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 22.0, "time": 0.7818852979689837, "total_loss": 1.6553327283327235} {"data_time": 0.01640248578041792, "eta_seconds": 85787.34283848014, "iteration": 159779, "loss_fcos_cls": 0.24289672274608165, "loss_fcos_ctr": 0.6201574755832553, "loss_fcos_loc": 0.19565582810901105, "loss_mask": 0.2733252262696624, "loss_maskiou": 0.005354062377591617, "loss_sem_seg": 0.26843018224462867, "lr": 0.01, "mask_rcnn/accuracy": 0.8700133624878523, "mask_rcnn/false_negative": 0.08578749440823318, "mask_rcnn/false_positive": 0.14840512678845433, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7916490323841572, "total_loss": 1.6194464381260332} {"data_time": 0.016934918239712715, "eta_seconds": 85790.73451735172, "iteration": 159799, "loss_fcos_cls": 0.2616139999590814, "loss_fcos_ctr": 0.6253720978274941, "loss_fcos_loc": 0.21215242298785597, "loss_mask": 0.2660718960687518, "loss_maskiou": 0.005159310923772864, "loss_sem_seg": 0.28300883807241917, "lr": 0.01, "mask_rcnn/accuracy": 0.8794301843626756, "mask_rcnn/false_negative": 0.10895163342723913, "mask_rcnn/false_positive": 0.11982736309329257, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.5, "time": 0.7834644559770823, "total_loss": 1.6612636380523327} {"data_time": 0.017135431990027428, "eta_seconds": 85775.16465237457, "iteration": 159819, "loss_fcos_cls": 0.2557672562543303, "loss_fcos_ctr": 0.6211226731538773, "loss_fcos_loc": 0.1972654617857188, "loss_mask": 0.2798361340537667, "loss_maskiou": 0.005729577271267772, "loss_sem_seg": 0.2869645990431309, "lr": 0.01, "mask_rcnn/accuracy": 0.8694111714868342, "mask_rcnn/false_negative": 0.10746993299278074, "mask_rcnn/false_positive": 0.1567940075744712, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.7704770117998123, "total_loss": 1.6508792608292424} {"data_time": 0.016013796441257, "eta_seconds": 85771.53997286316, "iteration": 159839, "loss_fcos_cls": 0.2666420897003263, "loss_fcos_ctr": 0.6213952265679836, "loss_fcos_loc": 0.19760674913413823, "loss_mask": 0.2784949466586113, "loss_maskiou": 0.005707940028514713, "loss_sem_seg": 0.2892407742328942, "lr": 0.01, "mask_rcnn/accuracy": 0.8848424751960585, "mask_rcnn/false_negative": 0.0900676724405538, "mask_rcnn/false_positive": 0.15090755471907932, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.5, "time": 0.8077077614143491, "total_loss": 1.6686281699076062} {"data_time": 0.017417412251234055, "eta_seconds": 85744.02492242027, "iteration": 159859, "loss_fcos_cls": 0.2536288002738729, "loss_fcos_ctr": 0.6225400492548943, "loss_fcos_loc": 0.19723776302998886, "loss_mask": 0.26167938485741615, "loss_maskiou": 0.005584866186836734, "loss_sem_seg": 0.3024216569028795, "lr": 0.01, "mask_rcnn/accuracy": 0.8770484086491739, "mask_rcnn/false_negative": 0.0795507355524897, "mask_rcnn/false_positive": 0.13225725402583305, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7687865467742085, "total_loss": 1.6410037156747421} {"data_time": 0.016639783047139645, "eta_seconds": 85720.50967064593, "iteration": 159879, "loss_fcos_cls": 0.25176482065580785, "loss_fcos_ctr": 0.6213252954185009, "loss_fcos_loc": 0.19518723525106907, "loss_mask": 0.2754736263304949, "loss_maskiou": 0.005810957503854297, "loss_sem_seg": 0.3069817125797272, "lr": 0.01, "mask_rcnn/accuracy": 0.8736742998917075, "mask_rcnn/false_negative": 0.11848655033353994, "mask_rcnn/false_positive": 0.12673720982490896, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7662656782194972, "total_loss": 1.6452980165922781} {"data_time": 0.01656370982527733, "eta_seconds": 85693.94429246243, "iteration": 159899, "loss_fcos_cls": 0.26172559161204845, "loss_fcos_ctr": 0.6216243449598551, "loss_fcos_loc": 0.20197470777202398, "loss_mask": 0.27265313267707825, "loss_maskiou": 0.006014284932462033, "loss_sem_seg": 0.2716381596401334, "lr": 0.01, "mask_rcnn/accuracy": 0.8797333386479592, "mask_rcnn/false_negative": 0.08506227716162804, "mask_rcnn/false_positive": 0.15001057332581802, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7711071688681841, "total_loss": 1.6360077264835127} {"data_time": 0.01569271646440029, "eta_seconds": 85683.34541680012, "iteration": 159919, "loss_fcos_cls": 0.2432092847302556, "loss_fcos_ctr": 0.6181369265541434, "loss_fcos_loc": 0.194441233179532, "loss_mask": 0.2782712779007852, "loss_maskiou": 0.005962592709693126, "loss_sem_seg": 0.2942689233459532, "lr": 0.01, "mask_rcnn/accuracy": 0.8769568807766268, "mask_rcnn/false_negative": 0.110876856832645, "mask_rcnn/false_positive": 0.13851267274016876, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.25, "time": 0.7781362468376756, "total_loss": 1.6171049403201323} {"data_time": 0.018590358085930347, "eta_seconds": 85654.12519440148, "iteration": 159939, "loss_fcos_cls": 0.2591565272305161, "loss_fcos_ctr": 0.6218967190943658, "loss_fcos_loc": 0.20715634478256106, "loss_mask": 0.26683910842984915, "loss_maskiou": 0.005667728983098641, "loss_sem_seg": 0.31593447900377214, "lr": 0.01, "mask_rcnn/accuracy": 0.8659071202372575, "mask_rcnn/false_negative": 0.10005787426913784, "mask_rcnn/false_positive": 0.14867017369086416, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 35.0, "time": 0.7811738094314933, "total_loss": 1.6904324669449124} {"data_time": 0.017177836038172245, "eta_seconds": 85652.21076307539, "iteration": 159959, "loss_fcos_cls": 0.2670410363934934, "loss_fcos_ctr": 0.6203083600848913, "loss_fcos_loc": 0.19831174291903153, "loss_mask": 0.26437661051750183, "loss_maskiou": 0.005743720015743747, "loss_sem_seg": 0.32024883665144444, "lr": 0.01, "mask_rcnn/accuracy": 0.8969611670323052, "mask_rcnn/false_negative": 0.08504435291536638, "mask_rcnn/false_positive": 0.13752462238641877, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.7830960657447577, "total_loss": 1.6713487163360696} {"data_time": 0.015205292962491512, "eta_seconds": 85582.4470119467, "iteration": 159979, "loss_fcos_cls": 0.2608739701099694, "loss_fcos_ctr": 0.623807699419558, "loss_fcos_loc": 0.20053049887064844, "loss_mask": 0.2673622025176883, "loss_maskiou": 0.005865910901775351, "loss_sem_seg": 0.3009612699970603, "lr": 0.01, "mask_rcnn/accuracy": 0.8662447315882875, "mask_rcnn/false_negative": 0.09962565868077679, "mask_rcnn/false_positive": 0.152242454795174, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7621336244046688, "total_loss": 1.6675259666917555} {"data_time": 0.015082141384482384, "eta_seconds": 85601.98368330672, "iteration": 159999, "loss_fcos_cls": 0.2561735361814499, "loss_fcos_ctr": 0.6239009872078896, "loss_fcos_loc": 0.20176507765427232, "loss_mask": 0.27050100872293115, "loss_maskiou": 0.005632056252579787, "loss_sem_seg": 0.2919758544303477, "lr": 0.01, "mask_rcnn/accuracy": 0.8889482910876121, "mask_rcnn/false_negative": 0.07058327905140183, "mask_rcnn/false_positive": 0.1388205112259352, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.0, "time": 0.7974381158128381, "total_loss": 1.6410165337147191} {"data_time": 0.016148033551871777, "eta_seconds": 85551.33206225093, "iteration": 160019, "loss_fcos_cls": 0.2754186156671494, "loss_fcos_ctr": 0.6218516509979963, "loss_fcos_loc": 0.20427001966163516, "loss_mask": 0.28064692486077547, "loss_maskiou": 0.0058421174544491805, "loss_sem_seg": 0.2749586720019579, "lr": 0.01, "mask_rcnn/accuracy": 0.8789406145015524, "mask_rcnn/false_negative": 0.09547864530914604, "mask_rcnn/false_positive": 0.12807224286125857, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7855949830263853, "total_loss": 1.6383089339069556} {"data_time": 0.015129840932786465, "eta_seconds": 85576.30096493382, "iteration": 160039, "loss_fcos_cls": 0.2615994098596275, "loss_fcos_ctr": 0.6217411272227764, "loss_fcos_loc": 0.2008091937750578, "loss_mask": 0.27981036342680454, "loss_maskiou": 0.006324424743070267, "loss_sem_seg": 0.259469838347286, "lr": 0.01, "mask_rcnn/accuracy": 0.8976140092211521, "mask_rcnn/false_negative": 0.08443816616820081, "mask_rcnn/false_positive": 0.12298214901493451, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.5, "time": 0.78010921087116, "total_loss": 1.6269895412115147} {"data_time": 0.017030000686645508, "eta_seconds": 85588.32627264876, "iteration": 160059, "loss_fcos_cls": 0.26434340327978134, "loss_fcos_ctr": 0.6212883894331753, "loss_fcos_loc": 0.19674436142668128, "loss_mask": 0.28020026721060276, "loss_maskiou": 0.006245437485631555, "loss_sem_seg": 0.26365878991782665, "lr": 0.01, "mask_rcnn/accuracy": 0.8723622672753312, "mask_rcnn/false_negative": 0.11256280338829613, "mask_rcnn/false_positive": 0.1449748331859635, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7872912269085646, "total_loss": 1.621943744365126} {"data_time": 0.015589418821036816, "eta_seconds": 85575.08260455355, "iteration": 160079, "loss_fcos_cls": 0.26033624401316047, "loss_fcos_ctr": 0.6208797562867403, "loss_fcos_loc": 0.195457945112139, "loss_mask": 0.2712680995464325, "loss_maskiou": 0.00610186904668808, "loss_sem_seg": 0.2623536013998091, "lr": 0.01, "mask_rcnn/accuracy": 0.8929505084534768, "mask_rcnn/false_negative": 0.08873756039167588, "mask_rcnn/false_positive": 0.14739212968258006, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.7812527408823371, "total_loss": 1.6122355785191758} {"data_time": 0.016816498711705208, "eta_seconds": 85559.51231632754, "iteration": 160099, "loss_fcos_cls": 0.2625786702847108, "loss_fcos_ctr": 0.621151793282479, "loss_fcos_loc": 0.19763364060781896, "loss_mask": 0.27180655859410763, "loss_maskiou": 0.005986769021546934, "loss_sem_seg": 0.2809762484394014, "lr": 0.01, "mask_rcnn/accuracy": 0.8882927205631288, "mask_rcnn/false_negative": 0.08816388892455934, "mask_rcnn/false_positive": 0.14865546836617205, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7933567613363266, "total_loss": 1.6326791507162852} {"data_time": 0.01583998743444681, "eta_seconds": 85527.67214817647, "iteration": 160119, "loss_fcos_cls": 0.2635437531862408, "loss_fcos_ctr": 0.6197176519781351, "loss_fcos_loc": 0.20495380368083715, "loss_mask": 0.25806879717856646, "loss_maskiou": 0.0052218214550521225, "loss_sem_seg": 0.32407023943960667, "lr": 0.01, "mask_rcnn/accuracy": 0.8885822374724537, "mask_rcnn/false_negative": 0.09181940373495323, "mask_rcnn/false_positive": 0.14063167779753574, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.75, "time": 0.755948050878942, "total_loss": 1.6647622903765296} {"data_time": 0.016730941832065582, "eta_seconds": 85512.1048213141, "iteration": 160139, "loss_fcos_cls": 0.25470153894275427, "loss_fcos_ctr": 0.6221212036907673, "loss_fcos_loc": 0.20262795058079064, "loss_mask": 0.26895766146481037, "loss_maskiou": 0.005845145788043737, "loss_sem_seg": 0.28408593963831663, "lr": 0.01, "mask_rcnn/accuracy": 0.8834374430575802, "mask_rcnn/false_negative": 0.08607744793135932, "mask_rcnn/false_positive": 0.12263940073717128, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7811396000906825, "total_loss": 1.6354875340039143} {"data_time": 0.015802494250237942, "eta_seconds": 85477.47283895686, "iteration": 160159, "loss_fcos_cls": 0.2706712845247239, "loss_fcos_ctr": 0.6196919344365597, "loss_fcos_loc": 0.2032793597318232, "loss_mask": 0.27551727648824453, "loss_maskiou": 0.005826628846989479, "loss_sem_seg": 0.25760752614587545, "lr": 0.01, "mask_rcnn/accuracy": 0.8641696933010492, "mask_rcnn/false_negative": 0.12126518823333596, "mask_rcnn/false_positive": 0.14770393471297932, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7636254103854299, "total_loss": 1.639963258523494} {"data_time": 0.015272566117346287, "eta_seconds": 85473.59484501835, "iteration": 160179, "loss_fcos_cls": 0.2507553354371339, "loss_fcos_ctr": 0.6180715980008245, "loss_fcos_loc": 0.18994362326338887, "loss_mask": 0.2657509883865714, "loss_maskiou": 0.005253678566077724, "loss_sem_seg": 0.2508705595973879, "lr": 0.01, "mask_rcnn/accuracy": 0.8846753927572892, "mask_rcnn/false_negative": 0.1020138317232164, "mask_rcnn/false_positive": 0.14484404088649605, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7954433215782046, "total_loss": 1.5925833336732467} {"data_time": 0.014482849277555943, "eta_seconds": 85479.3372178087, "iteration": 160199, "loss_fcos_cls": 0.27159030665643513, "loss_fcos_ctr": 0.6221639970317483, "loss_fcos_loc": 0.20214204816147685, "loss_mask": 0.2646298403851688, "loss_maskiou": 0.006327267983579077, "loss_sem_seg": 0.28921506414189935, "lr": 0.01, "mask_rcnn/accuracy": 0.8953087694358438, "mask_rcnn/false_negative": 0.08697300442640876, "mask_rcnn/false_positive": 0.11858933680142865, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 24.5, "time": 0.7840384263545275, "total_loss": 1.6668506193818757} {"data_time": 0.015652894973754883, "eta_seconds": 85468.3091257913, "iteration": 160219, "loss_fcos_cls": 0.2622567774960771, "loss_fcos_ctr": 0.6220115227624774, "loss_fcos_loc": 0.20428237621672451, "loss_mask": 0.28418114222586155, "loss_maskiou": 0.005947553574515041, "loss_sem_seg": 0.29466710053384304, "lr": 0.01, "mask_rcnn/accuracy": 0.8647282776747063, "mask_rcnn/false_negative": 0.1059024761934842, "mask_rcnn/false_positive": 0.18089856067342286, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7836489006876945, "total_loss": 1.6693607173947385} {"data_time": 0.015991472639143467, "eta_seconds": 85452.73843338992, "iteration": 160239, "loss_fcos_cls": 0.2654714717064053, "loss_fcos_ctr": 0.6223914679139853, "loss_fcos_loc": 0.20608378562610596, "loss_mask": 0.2794361114501953, "loss_maskiou": 0.006096768789575435, "loss_sem_seg": 0.32467967341654, "lr": 0.01, "mask_rcnn/accuracy": 0.8904695722628675, "mask_rcnn/false_negative": 0.10709038939399418, "mask_rcnn/false_positive": 0.14540032243809042, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7865137923508883, "total_loss": 1.6932191759769921} {"data_time": 0.01682967972010374, "eta_seconds": 85455.23295905348, "iteration": 160259, "loss_fcos_cls": 0.27402642043307424, "loss_fcos_ctr": 0.6222093570977449, "loss_fcos_loc": 0.21061855973675847, "loss_mask": 0.2795057389885187, "loss_maskiou": 0.005633066990412772, "loss_sem_seg": 0.29966426780447364, "lr": 0.01, "mask_rcnn/accuracy": 0.8813153429574594, "mask_rcnn/false_negative": 0.0933056980514911, "mask_rcnn/false_positive": 0.14534932078632556, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7731147203594446, "total_loss": 1.6852881321538007} {"data_time": 0.015676715411245823, "eta_seconds": 85462.24578255415, "iteration": 160279, "loss_fcos_cls": 0.27178204408846796, "loss_fcos_ctr": 0.618758250027895, "loss_fcos_loc": 0.19496543321292847, "loss_mask": 0.2639224478043616, "loss_maskiou": 0.005581103658187203, "loss_sem_seg": 0.30861242627725005, "lr": 0.01, "mask_rcnn/accuracy": 0.8758400630090248, "mask_rcnn/false_negative": 0.11525038260161798, "mask_rcnn/false_positive": 0.16048171378655918, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7726975791156292, "total_loss": 1.6725191835939768} {"data_time": 0.01587038394063711, "eta_seconds": 85446.66768068075, "iteration": 160299, "loss_fcos_cls": 0.26563267316669226, "loss_fcos_ctr": 0.6213529910892248, "loss_fcos_loc": 0.20132996723987162, "loss_mask": 0.2683441345579922, "loss_maskiou": 0.005790248287667055, "loss_sem_seg": 0.28633888717740774, "lr": 0.01, "mask_rcnn/accuracy": 0.9029157893316057, "mask_rcnn/false_negative": 0.09368349964671631, "mask_rcnn/false_positive": 0.12037882914966203, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 22.75, "time": 0.7763710403814912, "total_loss": 1.6538423913007136} {"data_time": 0.016083426773548126, "eta_seconds": 85378.17977656238, "iteration": 160319, "loss_fcos_cls": 0.27891233016271144, "loss_fcos_ctr": 0.6219201926141977, "loss_fcos_loc": 0.20070757530629635, "loss_mask": 0.2844291953369975, "loss_maskiou": 0.0064151703409152105, "loss_sem_seg": 0.29948048014193773, "lr": 0.01, "mask_rcnn/accuracy": 0.8852128123087566, "mask_rcnn/false_negative": 0.09867705423442459, "mask_rcnn/false_positive": 0.1299760091786173, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 23.0, "time": 0.7739640763029456, "total_loss": 1.687366112777454} {"data_time": 0.014938429929316044, "eta_seconds": 85353.84021416679, "iteration": 160339, "loss_fcos_cls": 0.27563965832814574, "loss_fcos_ctr": 0.6188666019588709, "loss_fcos_loc": 0.20144161372445524, "loss_mask": 0.2902238452807069, "loss_maskiou": 0.006061952895834111, "loss_sem_seg": 0.30064372904598713, "lr": 0.01, "mask_rcnn/accuracy": 0.8634769889388116, "mask_rcnn/false_negative": 0.11421267817911678, "mask_rcnn/false_positive": 0.16195635961680177, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7648768471553922, "total_loss": 1.6956133616695297} {"data_time": 0.0161370150744915, "eta_seconds": 85327.59437283687, "iteration": 160359, "loss_fcos_cls": 0.253689429955557, "loss_fcos_ctr": 0.6236481033265591, "loss_fcos_loc": 0.20122403849381953, "loss_mask": 0.2658948292955756, "loss_maskiou": 0.004841459114686586, "loss_sem_seg": 0.2743837875314057, "lr": 0.01, "mask_rcnn/accuracy": 0.866092972515093, "mask_rcnn/false_negative": 0.10340384459856194, "mask_rcnn/false_positive": 0.15006442075691534, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.7707073055207729, "total_loss": 1.6208913847076474} {"data_time": 0.016508550383150578, "eta_seconds": 85255.0444891788, "iteration": 160379, "loss_fcos_cls": 0.26086427294649184, "loss_fcos_ctr": 0.6232712529599667, "loss_fcos_loc": 0.20712654892122373, "loss_mask": 0.2803930277004838, "loss_maskiou": 0.0056736628539511, "loss_sem_seg": 0.30509649123996496, "lr": 0.01, "mask_rcnn/accuracy": 0.8813253424164302, "mask_rcnn/false_negative": 0.10422559496720112, "mask_rcnn/false_positive": 0.14775638295096244, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7763860989362001, "total_loss": 1.6754390448040795} {"data_time": 0.016191902570426464, "eta_seconds": 85283.76166941039, "iteration": 160399, "loss_fcos_cls": 0.2745151927229017, "loss_fcos_ctr": 0.6225132197141647, "loss_fcos_loc": 0.20358451083302498, "loss_mask": 0.27521682158112526, "loss_maskiou": 0.00598196845385246, "loss_sem_seg": 0.2956030718050897, "lr": 0.01, "mask_rcnn/accuracy": 0.8815507049594031, "mask_rcnn/false_negative": 0.08162137010046899, "mask_rcnn/false_positive": 0.15604975306171945, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7915917299687862, "total_loss": 1.6925525464102975} {"data_time": 0.015604975633323193, "eta_seconds": 85294.162245241, "iteration": 160419, "loss_fcos_cls": 0.26859280327335, "loss_fcos_ctr": 0.6182891009375453, "loss_fcos_loc": 0.19390751491300762, "loss_mask": 0.27604143880307674, "loss_maskiou": 0.00590571787324734, "loss_sem_seg": 0.3154426453402266, "lr": 0.01, "mask_rcnn/accuracy": 0.8688718748089737, "mask_rcnn/false_negative": 0.10215445106329646, "mask_rcnn/false_positive": 0.14496418224360347, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.5, "time": 0.7936517354100943, "total_loss": 1.6813698995829327} {"data_time": 0.016360202804207802, "eta_seconds": 85278.59491837863, "iteration": 160439, "loss_fcos_cls": 0.27081036288291216, "loss_fcos_ctr": 0.6200834424234927, "loss_fcos_loc": 0.19974441290833056, "loss_mask": 0.2654076786711812, "loss_maskiou": 0.005598816002020612, "loss_sem_seg": 0.29015444312244654, "lr": 0.01, "mask_rcnn/accuracy": 0.8652000739709149, "mask_rcnn/false_negative": 0.09109680361623984, "mask_rcnn/false_positive": 0.18132012985998908, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.7778893606737256, "total_loss": 1.6707239877650863} {"data_time": 0.015059206634759903, "eta_seconds": 85237.07390469871, "iteration": 160459, "loss_fcos_cls": 0.2691786519717425, "loss_fcos_ctr": 0.622258061543107, "loss_fcos_loc": 0.19130919664166868, "loss_mask": 0.2748274328187108, "loss_maskiou": 0.005468981034937315, "loss_sem_seg": 0.2866352004930377, "lr": 0.01, "mask_rcnn/accuracy": 0.8670623190853752, "mask_rcnn/false_negative": 0.10432818213797584, "mask_rcnn/false_positive": 0.1549941869101538, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 35.75, "time": 0.7725802352651954, "total_loss": 1.669232264506718} {"data_time": 0.01511498261243105, "eta_seconds": 85244.87223439291, "iteration": 160479, "loss_fcos_cls": 0.2548701483756304, "loss_fcos_ctr": 0.6211462393403053, "loss_fcos_loc": 0.19501098850741982, "loss_mask": 0.2834548680111766, "loss_maskiou": 0.005837729317136109, "loss_sem_seg": 0.2974197706207633, "lr": 0.01, "mask_rcnn/accuracy": 0.8818294627576189, "mask_rcnn/false_negative": 0.12560271446365565, "mask_rcnn/false_positive": 0.14574880110587515, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.7816576613113284, "total_loss": 1.651520658764639} {"data_time": 0.017586314119398594, "eta_seconds": 85160.4731647959, "iteration": 160499, "loss_fcos_cls": 0.27869252674281597, "loss_fcos_ctr": 0.6203920189291239, "loss_fcos_loc": 0.20431062253192067, "loss_mask": 0.2664382727816701, "loss_maskiou": 0.00599753105052514, "loss_sem_seg": 0.29525401862338185, "lr": 0.01, "mask_rcnn/accuracy": 0.8684241226978597, "mask_rcnn/false_negative": 0.07653670823819628, "mask_rcnn/false_positive": 0.16671703059045478, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.756559332832694, "total_loss": 1.6836782717728056} {"data_time": 0.015587897971272469, "eta_seconds": 85158.50095154531, "iteration": 160519, "loss_fcos_cls": 0.27881002984941006, "loss_fcos_ctr": 0.6220453241840005, "loss_fcos_loc": 0.205099115439225, "loss_mask": 0.2789361458271742, "loss_maskiou": 0.005832292124978267, "loss_sem_seg": 0.2683723345398903, "lr": 0.01, "mask_rcnn/accuracy": 0.8825230666979436, "mask_rcnn/false_negative": 0.0761939147763537, "mask_rcnn/false_positive": 0.15440628835607761, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.75, "time": 0.789039240218699, "total_loss": 1.6695873966018553} {"data_time": 0.015033621340990067, "eta_seconds": 85174.82355174981, "iteration": 160539, "loss_fcos_cls": 0.25789147638715804, "loss_fcos_ctr": 0.6222788617014885, "loss_fcos_loc": 0.19790880533400923, "loss_mask": 0.2676129601895809, "loss_maskiou": 0.005717168998671696, "loss_sem_seg": 0.3009994709864259, "lr": 0.01, "mask_rcnn/accuracy": 0.897451659812632, "mask_rcnn/false_negative": 0.09837677698418588, "mask_rcnn/false_positive": 0.12021235520605746, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.75, "time": 0.7754249079152942, "total_loss": 1.6673542913340498} {"data_time": 0.014748921617865562, "eta_seconds": 85123.07253703848, "iteration": 160559, "loss_fcos_cls": 0.27100424957461655, "loss_fcos_ctr": 0.6211426556110382, "loss_fcos_loc": 0.2036289912648499, "loss_mask": 0.2723816903308034, "loss_maskiou": 0.005389013203966897, "loss_sem_seg": 0.2762470890302211, "lr": 0.01, "mask_rcnn/accuracy": 0.8854925208719852, "mask_rcnn/false_negative": 0.11673865507863872, "mask_rcnn/false_positive": 0.12420721042302232, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.25, "time": 0.7859179945662618, "total_loss": 1.6449004228634294} {"data_time": 0.01630544103682041, "eta_seconds": 85119.40840976126, "iteration": 160579, "loss_fcos_cls": 0.25998315773904324, "loss_fcos_ctr": 0.6209606807678938, "loss_fcos_loc": 0.21277616854058579, "loss_mask": 0.27546381670981646, "loss_maskiou": 0.006174878421006724, "loss_sem_seg": 0.28251612558960915, "lr": 0.01, "mask_rcnn/accuracy": 0.8756339098947072, "mask_rcnn/false_negative": 0.10165714506136783, "mask_rcnn/false_positive": 0.13596099900342612, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7838283078745008, "total_loss": 1.6484083194627601} {"data_time": 0.01494541298598051, "eta_seconds": 85128.13578703813, "iteration": 160599, "loss_fcos_cls": 0.2626060047186911, "loss_fcos_ctr": 0.6230458179488778, "loss_fcos_loc": 0.20315954741090536, "loss_mask": 0.2760129040107131, "loss_maskiou": 0.005844732469995506, "loss_sem_seg": 0.2964117503724992, "lr": 0.01, "mask_rcnn/accuracy": 0.8879448793687515, "mask_rcnn/false_negative": 0.10866402852569884, "mask_rcnn/false_positive": 0.11586236495556862, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.7902799006551504, "total_loss": 1.684071006893646} {"data_time": 0.01636910531669855, "eta_seconds": 85067.14747115131, "iteration": 160619, "loss_fcos_cls": 0.25024398951791227, "loss_fcos_ctr": 0.6232893066480756, "loss_fcos_loc": 0.20952640636824071, "loss_mask": 0.2743285149335861, "loss_maskiou": 0.005428089818451554, "loss_sem_seg": 0.3079106491059065, "lr": 0.01, "mask_rcnn/accuracy": 0.8646660896501457, "mask_rcnn/false_negative": 0.10158288652110643, "mask_rcnn/false_positive": 0.15729745048232976, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.75, "time": 0.7756736790761352, "total_loss": 1.69127977899916} {"data_time": 0.016443603672087193, "eta_seconds": 85050.72063677385, "iteration": 160639, "loss_fcos_cls": 0.269495599437505, "loss_fcos_ctr": 0.6198515521828085, "loss_fcos_loc": 0.19818587275221944, "loss_mask": 0.2705095848068595, "loss_maskiou": 0.006111469068855513, "loss_sem_seg": 0.28603379894047976, "lr": 0.01, "mask_rcnn/accuracy": 0.8895834245564871, "mask_rcnn/false_negative": 0.08709924156446028, "mask_rcnn/false_positive": 0.1291055334451453, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7886852361261845, "total_loss": 1.6499558532523224} {"data_time": 0.016939200460910797, "eta_seconds": 85045.29266246036, "iteration": 160659, "loss_fcos_cls": 0.2492204683367163, "loss_fcos_ctr": 0.6216180482879281, "loss_fcos_loc": 0.20286654168739915, "loss_mask": 0.2920021712779999, "loss_maskiou": 0.005425206967629492, "loss_sem_seg": 0.3251447812654078, "lr": 0.01, "mask_rcnn/accuracy": 0.8914950581681949, "mask_rcnn/false_negative": 0.08600890282353213, "mask_rcnn/false_positive": 0.13867840054343678, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7871238403022289, "total_loss": 1.7099286668126297} {"data_time": 0.018336723558604717, "eta_seconds": 85041.6176672075, "iteration": 160679, "loss_fcos_cls": 0.26537582895252854, "loss_fcos_ctr": 0.622791325673461, "loss_fcos_loc": 0.2074053951073438, "loss_mask": 0.26939463801681995, "loss_maskiou": 0.004981801852409262, "loss_sem_seg": 0.2937693375861272, "lr": 0.01, "mask_rcnn/accuracy": 0.8800018736308083, "mask_rcnn/false_negative": 0.09169461553832449, "mask_rcnn/false_positive": 0.14159023445333263, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.25, "time": 0.7790838461369276, "total_loss": 1.6812072895336314} {"data_time": 0.017735300585627556, "eta_seconds": 85050.322845852, "iteration": 160699, "loss_fcos_cls": 0.25425846443977207, "loss_fcos_ctr": 0.6214917935431004, "loss_fcos_loc": 0.2039226150372997, "loss_mask": 0.2653129994869232, "loss_maskiou": 0.00539688110438874, "loss_sem_seg": 0.2956437151879072, "lr": 0.01, "mask_rcnn/accuracy": 0.86305402262946, "mask_rcnn/false_negative": 0.09910280339174996, "mask_rcnn/false_positive": 0.16205539253978307, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7889892049133778, "total_loss": 1.661500955644442} {"data_time": 0.01703699864447117, "eta_seconds": 85071.33178531006, "iteration": 160719, "loss_fcos_cls": 0.26518960553221405, "loss_fcos_ctr": 0.6226916732266545, "loss_fcos_loc": 0.19984521355945617, "loss_mask": 0.2684535514563322, "loss_maskiou": 0.005463463545311242, "loss_sem_seg": 0.25962237687781453, "lr": 0.01, "mask_rcnn/accuracy": 0.8952896948252985, "mask_rcnn/false_negative": 0.08331646575226755, "mask_rcnn/false_positive": 0.132994296145342, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.0, "time": 0.7955886693671346, "total_loss": 1.6263305622705957} {"data_time": 0.01702522113919258, "eta_seconds": 85069.16678111628, "iteration": 160739, "loss_fcos_cls": 0.2714025154709816, "loss_fcos_ctr": 0.6205858206376433, "loss_fcos_loc": 0.1929545635357499, "loss_mask": 0.26753979828208685, "loss_maskiou": 0.005414284190919716, "loss_sem_seg": 0.28540411684662104, "lr": 0.01, "mask_rcnn/accuracy": 0.8979902143897411, "mask_rcnn/false_negative": 0.07795688184337879, "mask_rcnn/false_positive": 0.12416151778774022, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.0, "time": 0.780257516540587, "total_loss": 1.6526311552588595} {"data_time": 0.016175885684788227, "eta_seconds": 85040.19322260097, "iteration": 160759, "loss_fcos_cls": 0.2618396158795804, "loss_fcos_ctr": 0.6204747296869755, "loss_fcos_loc": 0.19591804151423275, "loss_mask": 0.2641816744580865, "loss_maskiou": 0.005237541328824591, "loss_sem_seg": 0.29326041182503104, "lr": 0.01, "mask_rcnn/accuracy": 0.8761577865496117, "mask_rcnn/false_negative": 0.09249604491654928, "mask_rcnn/false_positive": 0.16012010022198514, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7856561774387956, "total_loss": 1.6513279598584631} {"data_time": 0.014923203736543655, "eta_seconds": 85011.54407380242, "iteration": 160779, "loss_fcos_cls": 0.2528458493761718, "loss_fcos_ctr": 0.6222456069663167, "loss_fcos_loc": 0.20030659902840853, "loss_mask": 0.27370587969198823, "loss_maskiou": 0.00533831182110589, "loss_sem_seg": 0.280856981058605, "lr": 0.01, "mask_rcnn/accuracy": 0.8646398291459441, "mask_rcnn/false_negative": 0.11177202353434657, "mask_rcnn/false_positive": 0.1438278742413081, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.776353694498539, "total_loss": 1.6281815977345104} {"data_time": 0.016491021029651165, "eta_seconds": 84992.9211635068, "iteration": 160799, "loss_fcos_cls": 0.25240865256637335, "loss_fcos_ctr": 0.6236127056181431, "loss_fcos_loc": 0.20359682640992105, "loss_mask": 0.27390449680387974, "loss_maskiou": 0.005882314013433643, "loss_sem_seg": 0.27987889759242535, "lr": 0.01, "mask_rcnn/accuracy": 0.8618251954225457, "mask_rcnn/false_negative": 0.10224085478836703, "mask_rcnn/false_positive": 0.15124370405152937, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.25, "time": 0.7773134112358093, "total_loss": 1.6556306233178475} {"data_time": 0.01462569646537304, "eta_seconds": 85006.87984119728, "iteration": 160819, "loss_fcos_cls": 0.25770384818315506, "loss_fcos_ctr": 0.6205503484234214, "loss_fcos_loc": 0.19937985995784402, "loss_mask": 0.26781981997191906, "loss_maskiou": 0.005641434632707387, "loss_sem_seg": 0.3154577286913991, "lr": 0.01, "mask_rcnn/accuracy": 0.867733182104561, "mask_rcnn/false_negative": 0.10176381223791814, "mask_rcnn/false_positive": 0.14638479664930373, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7871589604765177, "total_loss": 1.6519785443633737} {"data_time": 0.016308889724314213, "eta_seconds": 84985.21151325479, "iteration": 160839, "loss_fcos_cls": 0.2634447570890188, "loss_fcos_ctr": 0.620757807046175, "loss_fcos_loc": 0.19635944301262498, "loss_mask": 0.28011761605739594, "loss_maskiou": 0.005809545196825638, "loss_sem_seg": 0.30996829201467335, "lr": 0.01, "mask_rcnn/accuracy": 0.8633198625194759, "mask_rcnn/false_negative": 0.09488983815961258, "mask_rcnn/false_positive": 0.16577820946580996, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7934681018814445, "total_loss": 1.68970660220657} {"data_time": 0.017134777270257473, "eta_seconds": 84993.68340490479, "iteration": 160859, "loss_fcos_cls": 0.25658627040684223, "loss_fcos_ctr": 0.6231337860226631, "loss_fcos_loc": 0.2058123111492023, "loss_mask": 0.277087077498436, "loss_maskiou": 0.005766577742178924, "loss_sem_seg": 0.28226418513804674, "lr": 0.01, "mask_rcnn/accuracy": 0.8722788860824522, "mask_rcnn/false_negative": 0.10527176215666227, "mask_rcnn/false_positive": 0.16022033442964603, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.5, "time": 0.7821042779833078, "total_loss": 1.6670903334452305} {"data_time": 0.015533975325524807, "eta_seconds": 85008.51594787929, "iteration": 160879, "loss_fcos_cls": 0.2602793874684721, "loss_fcos_ctr": 0.6183614674955606, "loss_fcos_loc": 0.20200968068093061, "loss_mask": 0.27231823466718197, "loss_maskiou": 0.005446414303150959, "loss_sem_seg": 0.28951288550160825, "lr": 0.01, "mask_rcnn/accuracy": 0.8823671166054547, "mask_rcnn/false_negative": 0.10521517672415989, "mask_rcnn/false_positive": 0.1598554554899464, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 39.5, "time": 0.7741404687985778, "total_loss": 1.6386083983888966} {"data_time": 0.015268738381564617, "eta_seconds": 85001.06634586304, "iteration": 160899, "loss_fcos_cls": 0.25525618117535487, "loss_fcos_ctr": 0.6172523004934192, "loss_fcos_loc": 0.18752338434569538, "loss_mask": 0.26568573573604226, "loss_maskiou": 0.005906080987188034, "loss_sem_seg": 0.29285476030781865, "lr": 0.01, "mask_rcnn/accuracy": 0.8857601900650369, "mask_rcnn/false_negative": 0.07446251849182409, "mask_rcnn/false_positive": 0.14293612932137384, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.7896152101457119, "total_loss": 1.640356627489382} {"data_time": 0.015736117027699947, "eta_seconds": 84978.22761181835, "iteration": 160919, "loss_fcos_cls": 0.2637410106835887, "loss_fcos_ctr": 0.6210026796907187, "loss_fcos_loc": 0.20210512669291347, "loss_mask": 0.26992329861968756, "loss_maskiou": 0.005534805139177479, "loss_sem_seg": 0.27850924991071224, "lr": 0.01, "mask_rcnn/accuracy": 0.8629505480421834, "mask_rcnn/false_negative": 0.12220683739033779, "mask_rcnn/false_positive": 0.14877137414881547, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 38.75, "time": 0.7687652017921209, "total_loss": 1.6309809047816088} {"data_time": 0.016305656172335148, "eta_seconds": 84962.64685483743, "iteration": 160939, "loss_fcos_cls": 0.27581457421183586, "loss_fcos_ctr": 0.6203361041843891, "loss_fcos_loc": 0.2099529718980193, "loss_mask": 0.27961606392636895, "loss_maskiou": 0.00661304970344645, "loss_sem_seg": 0.2814304521307349, "lr": 0.01, "mask_rcnn/accuracy": 0.8735325273525681, "mask_rcnn/false_negative": 0.10480372020391497, "mask_rcnn/false_positive": 0.15159908527899482, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.7832317827269435, "total_loss": 1.6846542672828946} {"data_time": 0.01642710715532303, "eta_seconds": 84947.0660978565, "iteration": 160959, "loss_fcos_cls": 0.2676898534409702, "loss_fcos_ctr": 0.6204474922269583, "loss_fcos_loc": 0.20472864154726267, "loss_mask": 0.2748645646497607, "loss_maskiou": 0.005884175254323054, "loss_sem_seg": 0.32575755746802315, "lr": 0.01, "mask_rcnn/accuracy": 0.8701131234741661, "mask_rcnn/false_negative": 0.09543683046364788, "mask_rcnn/false_positive": 0.16067089480515492, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.25, "time": 0.7760192165151238, "total_loss": 1.726617689972045} {"data_time": 0.014999142847955227, "eta_seconds": 85024.40361867473, "iteration": 160979, "loss_fcos_cls": 0.2642559583764523, "loss_fcos_ctr": 0.6177070876583457, "loss_fcos_loc": 0.19347630330594257, "loss_mask": 0.266589212231338, "loss_maskiou": 0.0047845270310062915, "loss_sem_seg": 0.23774150619283319, "lr": 0.01, "mask_rcnn/accuracy": 0.8830908908507222, "mask_rcnn/false_negative": 0.09339829304855614, "mask_rcnn/false_positive": 0.13155228028488763, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7904450558125973, "total_loss": 1.5875973764195805} {"data_time": 0.016762183979153633, "eta_seconds": 85008.8058157526, "iteration": 160999, "loss_fcos_cls": 0.2602759486762807, "loss_fcos_ctr": 0.620866441167891, "loss_fcos_loc": 0.1937662367708981, "loss_mask": 0.27039334923028946, "loss_maskiou": 0.006321832137473393, "loss_sem_seg": 0.275609765201807, "lr": 0.01, "mask_rcnn/accuracy": 0.8772020811325281, "mask_rcnn/false_negative": 0.09617228573483519, "mask_rcnn/false_positive": 0.132796589292547, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7829917268827558, "total_loss": 1.626830318258726} {"data_time": 0.016578255221247673, "eta_seconds": 84964.70861728862, "iteration": 161019, "loss_fcos_cls": 0.2532748559024185, "loss_fcos_ctr": 0.6220728778280318, "loss_fcos_loc": 0.19982659351080656, "loss_mask": 0.2720352178439498, "loss_maskiou": 0.005927920210524462, "loss_sem_seg": 0.2782182329101488, "lr": 0.01, "mask_rcnn/accuracy": 0.8912640449438203, "mask_rcnn/false_negative": 0.08886077634483647, "mask_rcnn/false_positive": 0.11717798777497607, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.5, "time": 0.7767874421551824, "total_loss": 1.6243186044921458} {"data_time": 0.016796390525996685, "eta_seconds": 84964.54574995302, "iteration": 161039, "loss_fcos_cls": 0.2672322845319286, "loss_fcos_ctr": 0.6223692838102579, "loss_fcos_loc": 0.20238847541622818, "loss_mask": 0.28849050775170326, "loss_maskiou": 0.00613068353413837, "loss_sem_seg": 0.2721953277941793, "lr": 0.01, "mask_rcnn/accuracy": 0.8836048705196364, "mask_rcnn/false_negative": 0.09270429678827423, "mask_rcnn/false_positive": 0.1643763017588788, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7835225956514478, "total_loss": 1.644441378852207} {"data_time": 0.016359946690499783, "eta_seconds": 84933.5234717615, "iteration": 161059, "loss_fcos_cls": 0.25174784613773227, "loss_fcos_ctr": 0.6229049479588866, "loss_fcos_loc": 0.20128679543267936, "loss_mask": 0.26591510977596045, "loss_maskiou": 0.0054593433742411435, "loss_sem_seg": 0.2915066829882562, "lr": 0.01, "mask_rcnn/accuracy": 0.8862614966555185, "mask_rcnn/false_negative": 0.09126855212133436, "mask_rcnn/false_positive": 0.1421986914467221, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.0, "time": 0.780422605574131, "total_loss": 1.6470576425126637} {"data_time": 0.015149562619626522, "eta_seconds": 84917.93089899793, "iteration": 161079, "loss_fcos_cls": 0.26407806045608595, "loss_fcos_ctr": 0.6229017116129398, "loss_fcos_loc": 0.2022277679061517, "loss_mask": 0.26872444059699774, "loss_maskiou": 0.0052931792197341565, "loss_sem_seg": 0.28112931828945875, "lr": 0.01, "mask_rcnn/accuracy": 0.8694314531368103, "mask_rcnn/false_negative": 0.10223743262137933, "mask_rcnn/false_positive": 0.1594392127780931, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.5, "time": 0.7793183010071516, "total_loss": 1.6411312021082267} {"data_time": 0.016232063062489033, "eta_seconds": 84856.83820383064, "iteration": 161099, "loss_fcos_cls": 0.2616898050182499, "loss_fcos_ctr": 0.620527183637023, "loss_fcos_loc": 0.19701640267157927, "loss_mask": 0.27377513889223337, "loss_maskiou": 0.006115153675636975, "loss_sem_seg": 0.2546589304693043, "lr": 0.01, "mask_rcnn/accuracy": 0.8708221356397647, "mask_rcnn/false_negative": 0.1084991672370059, "mask_rcnn/false_positive": 0.1544809003040169, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7623008089140058, "total_loss": 1.622436392644886} {"data_time": 0.016247134655714035, "eta_seconds": 84841.253987303, "iteration": 161119, "loss_fcos_cls": 0.2635140360798687, "loss_fcos_ctr": 0.6201990349218249, "loss_fcos_loc": 0.19826705451123416, "loss_mask": 0.2728367568925023, "loss_maskiou": 0.005543823750485899, "loss_sem_seg": 0.27409410988911986, "lr": 0.01, "mask_rcnn/accuracy": 0.8673214942347596, "mask_rcnn/false_negative": 0.11453977738361551, "mask_rcnn/false_positive": 0.1462181595837622, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7616282803937793, "total_loss": 1.6338533917587483} {"data_time": 0.017028560861945152, "eta_seconds": 84859.03699855227, "iteration": 161139, "loss_fcos_cls": 0.25292511843144894, "loss_fcos_ctr": 0.6217311313375831, "loss_fcos_loc": 0.20160007616505027, "loss_mask": 0.27479200065135956, "loss_maskiou": 0.005750760101363994, "loss_sem_seg": 0.28463885211385787, "lr": 0.01, "mask_rcnn/accuracy": 0.8901391480099503, "mask_rcnn/false_negative": 0.08431165849046715, "mask_rcnn/false_positive": 0.14168849535070477, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.5, "time": 0.7923257919028401, "total_loss": 1.6641591895458987} {"data_time": 0.01573769934475422, "eta_seconds": 84877.90027292632, "iteration": 161159, "loss_fcos_cls": 0.2570071283262223, "loss_fcos_ctr": 0.6219328762963414, "loss_fcos_loc": 0.19565585308009759, "loss_mask": 0.27383607253432274, "loss_maskiou": 0.005835101444972679, "loss_sem_seg": 0.2972132549621165, "lr": 0.01, "mask_rcnn/accuracy": 0.8851257351390613, "mask_rcnn/false_negative": 0.1109319604793006, "mask_rcnn/false_positive": 0.1329185598078394, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7815304100513458, "total_loss": 1.6816455350635806} {"data_time": 0.017331203445792198, "eta_seconds": 84839.96803518012, "iteration": 161179, "loss_fcos_cls": 0.26480994070880115, "loss_fcos_ctr": 0.6230057999491692, "loss_fcos_loc": 0.20683698542416096, "loss_mask": 0.28406212106347084, "loss_maskiou": 0.005636913483613171, "loss_sem_seg": 0.3080615848302841, "lr": 0.01, "mask_rcnn/accuracy": 0.8862770286686104, "mask_rcnn/false_negative": 0.09686423071696235, "mask_rcnn/false_positive": 0.13489431461055498, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.5, "time": 0.7810966707766056, "total_loss": 1.6936761230608681} {"data_time": 0.01706321444362402, "eta_seconds": 84815.96861491911, "iteration": 161199, "loss_fcos_cls": 0.2493810683954507, "loss_fcos_ctr": 0.6202416829764843, "loss_fcos_loc": 0.1947887150454335, "loss_mask": 0.26803245209157467, "loss_maskiou": 0.005543558901990764, "loss_sem_seg": 0.2818855266086757, "lr": 0.01, "mask_rcnn/accuracy": 0.8833584389912681, "mask_rcnn/false_negative": 0.09173151248204044, "mask_rcnn/false_positive": 0.12722762131003973, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 22.0, "time": 0.78261246252805, "total_loss": 1.655328439504956} {"data_time": 0.016061758622527122, "eta_seconds": 84800.37758751772, "iteration": 161219, "loss_fcos_cls": 0.26029794849455357, "loss_fcos_ctr": 0.621895195916295, "loss_fcos_loc": 0.2052401633700356, "loss_mask": 0.2561532277613878, "loss_maskiou": 0.005538548357435502, "loss_sem_seg": 0.307679554913193, "lr": 0.01, "mask_rcnn/accuracy": 0.8850443302320928, "mask_rcnn/false_negative": 0.0991000191686886, "mask_rcnn/false_positive": 0.12995203348397075, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.0, "time": 0.7771545359864831, "total_loss": 1.6425060040055541} {"data_time": 0.015993572771549225, "eta_seconds": 84771.11888279766, "iteration": 161239, "loss_fcos_cls": 0.26144964527338743, "loss_fcos_ctr": 0.6230934616178274, "loss_fcos_loc": 0.21171974728349596, "loss_mask": 0.2812694162130356, "loss_maskiou": 0.006462159457441885, "loss_sem_seg": 0.2708841869607568, "lr": 0.01, "mask_rcnn/accuracy": 0.8948642688069379, "mask_rcnn/false_negative": 0.0816112869739963, "mask_rcnn/false_positive": 0.17352270392477465, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7769243000075221, "total_loss": 1.6690740084304707} {"data_time": 0.014463755302131176, "eta_seconds": 84732.16447160952, "iteration": 161259, "loss_fcos_cls": 0.25979803316295147, "loss_fcos_ctr": 0.6227937210351229, "loss_fcos_loc": 0.20082596293650568, "loss_mask": 0.27072086837142706, "loss_maskiou": 0.0050995323254028335, "loss_sem_seg": 0.2938403345178813, "lr": 0.01, "mask_rcnn/accuracy": 0.8727401137683859, "mask_rcnn/false_negative": 0.10886649263502779, "mask_rcnn/false_positive": 0.13101110559081336, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7710680570453405, "total_loss": 1.6860918090169434} {"data_time": 0.015093252062797546, "eta_seconds": 84697.77398616169, "iteration": 161279, "loss_fcos_cls": 0.24953479948453605, "loss_fcos_ctr": 0.6210188320837915, "loss_fcos_loc": 0.19694180658552796, "loss_mask": 0.28260808903723955, "loss_maskiou": 0.005785468631074764, "loss_sem_seg": 0.27935970993712544, "lr": 0.01, "mask_rcnn/accuracy": 0.8918835128008462, "mask_rcnn/false_negative": 0.09138594727180821, "mask_rcnn/false_positive": 0.12610768033610986, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 31.25, "time": 0.7625183910131454, "total_loss": 1.6575126449533855} {"data_time": 0.015065205283463001, "eta_seconds": 84700.99603855424, "iteration": 161299, "loss_fcos_cls": 0.2673252004897222, "loss_fcos_ctr": 0.621846916154027, "loss_fcos_loc": 0.20099337736610323, "loss_mask": 0.28987719770520926, "loss_maskiou": 0.0056432849378325045, "loss_sem_seg": 0.30061451299116015, "lr": 0.01, "mask_rcnn/accuracy": 0.8746290608079967, "mask_rcnn/false_negative": 0.10997957930568161, "mask_rcnn/false_positive": 0.162767527599807, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7835713662207127, "total_loss": 1.6727754951389215} {"data_time": 0.01446982380002737, "eta_seconds": 84788.66021611076, "iteration": 161319, "loss_fcos_cls": 0.26396385161206126, "loss_fcos_ctr": 0.6207233229652047, "loss_fcos_loc": 0.2011708082864061, "loss_mask": 0.2800033623352647, "loss_maskiou": 0.005626384336210322, "loss_sem_seg": 0.26333085633814335, "lr": 0.01, "mask_rcnn/accuracy": 0.8729753806284419, "mask_rcnn/false_negative": 0.10698312063962133, "mask_rcnn/false_positive": 0.13026728684585726, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.25, "time": 0.7956646820530295, "total_loss": 1.6532012259413023} {"data_time": 0.018380699679255486, "eta_seconds": 84750.70347779896, "iteration": 161339, "loss_fcos_cls": 0.25899321935139596, "loss_fcos_ctr": 0.6184973930940032, "loss_fcos_loc": 0.1950815460877493, "loss_mask": 0.28032985888421535, "loss_maskiou": 0.005515722783457022, "loss_sem_seg": 0.2977529261261225, "lr": 0.01, "mask_rcnn/accuracy": 0.8727838122564036, "mask_rcnn/false_negative": 0.09069701719429746, "mask_rcnn/false_positive": 0.14004936676339524, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 22.5, "time": 0.7593430476263165, "total_loss": 1.6453441941412166} {"data_time": 0.014387588016688824, "eta_seconds": 84757.45378252398, "iteration": 161359, "loss_fcos_cls": 0.2712323544546962, "loss_fcos_ctr": 0.6182953994721174, "loss_fcos_loc": 0.19869884243234992, "loss_mask": 0.27312060818076134, "loss_maskiou": 0.005894004556466825, "loss_sem_seg": 0.2803486675256863, "lr": 0.01, "mask_rcnn/accuracy": 0.8761605266465122, "mask_rcnn/false_negative": 0.09875845125934296, "mask_rcnn/false_positive": 0.1365719296260121, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7872441774234176, "total_loss": 1.6620411767653422} {"data_time": 0.016609382815659046, "eta_seconds": 84752.1373435948, "iteration": 161379, "loss_fcos_cls": 0.26842058822512627, "loss_fcos_ctr": 0.6186608509160578, "loss_fcos_loc": 0.20573040284216404, "loss_mask": 0.27015262469649315, "loss_maskiou": 0.005872694862773642, "loss_sem_seg": 0.2974893357604742, "lr": 0.01, "mask_rcnn/accuracy": 0.8827673256802722, "mask_rcnn/false_negative": 0.09236194584824989, "mask_rcnn/false_positive": 0.15410196714204988, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.75, "time": 0.7780137285590172, "total_loss": 1.7037685052782763} {"data_time": 0.015196739695966244, "eta_seconds": 84686.40698997304, "iteration": 161399, "loss_fcos_cls": 0.2613036707043648, "loss_fcos_ctr": 0.6209270069375634, "loss_fcos_loc": 0.19342204759595916, "loss_mask": 0.27220707572996616, "loss_maskiou": 0.006126567503088154, "loss_sem_seg": 0.2710347082465887, "lr": 0.01, "mask_rcnn/accuracy": 0.8826910831900328, "mask_rcnn/false_negative": 0.10219107256965473, "mask_rcnn/false_positive": 0.1443327370772019, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 26.0, "time": 0.7595708407461643, "total_loss": 1.63821246700536} {"data_time": 0.016704194247722626, "eta_seconds": 84652.85716201738, "iteration": 161419, "loss_fcos_cls": 0.2747292211279273, "loss_fcos_ctr": 0.623926036991179, "loss_fcos_loc": 0.20994383236393332, "loss_mask": 0.2650334546342492, "loss_maskiou": 0.005912718566833064, "loss_sem_seg": 0.28019516821950674, "lr": 0.01, "mask_rcnn/accuracy": 0.8790832858567156, "mask_rcnn/false_negative": 0.10165218083169503, "mask_rcnn/false_positive": 0.15296717578343513, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7722270097583532, "total_loss": 1.6818507746502291} {"data_time": 0.018379983492195606, "eta_seconds": 84655.2152304165, "iteration": 161439, "loss_fcos_cls": 0.26416979916393757, "loss_fcos_ctr": 0.6166940741240978, "loss_fcos_loc": 0.1927217715419829, "loss_mask": 0.26106340531259775, "loss_maskiou": 0.005232562427408993, "loss_sem_seg": 0.28317673224955797, "lr": 0.01, "mask_rcnn/accuracy": 0.8829521322059752, "mask_rcnn/false_negative": 0.1090157243520007, "mask_rcnn/false_positive": 0.15673465413352142, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.75, "time": 0.775262389332056, "total_loss": 1.629798386595212} {"data_time": 0.015627986751496792, "eta_seconds": 84672.52347048745, "iteration": 161459, "loss_fcos_cls": 0.26511137350462377, "loss_fcos_ctr": 0.621628750115633, "loss_fcos_loc": 0.19723408855497837, "loss_mask": 0.2708571879193187, "loss_maskiou": 0.005981080066703726, "loss_sem_seg": 0.2695035841315985, "lr": 0.01, "mask_rcnn/accuracy": 0.8954569866224001, "mask_rcnn/false_negative": 0.07729805079740107, "mask_rcnn/false_positive": 0.12089935806961567, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7824753019958735, "total_loss": 1.6494483333954122} {"data_time": 0.015153585001826286, "eta_seconds": 84668.13058166765, "iteration": 161479, "loss_fcos_cls": 0.2681200525839813, "loss_fcos_ctr": 0.6210595406591892, "loss_fcos_loc": 0.20058788219466805, "loss_mask": 0.26629950385540724, "loss_maskiou": 0.006094354052038398, "loss_sem_seg": 0.28948390996083617, "lr": 0.01, "mask_rcnn/accuracy": 0.8942972888350511, "mask_rcnn/false_negative": 0.09544714145352934, "mask_rcnn/false_positive": 0.12713390177684392, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7814516117796302, "total_loss": 1.6323181950792787} {"data_time": 0.014913591556251049, "eta_seconds": 84668.1115278611, "iteration": 161499, "loss_fcos_cls": 0.26095098350197077, "loss_fcos_ctr": 0.6219841232523322, "loss_fcos_loc": 0.19941514439415187, "loss_mask": 0.28135928977280855, "loss_maskiou": 0.006104123036493547, "loss_sem_seg": 0.2927751294337213, "lr": 0.01, "mask_rcnn/accuracy": 0.8719616166386072, "mask_rcnn/false_negative": 0.08475240339934337, "mask_rcnn/false_positive": 0.13053702882647128, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7755773672834039, "total_loss": 1.6698328053025762} {"data_time": 0.016045326367020607, "eta_seconds": 84625.71764219925, "iteration": 161519, "loss_fcos_cls": 0.2662852320354432, "loss_fcos_ctr": 0.6207071272656322, "loss_fcos_loc": 0.1907348675886169, "loss_mask": 0.2729185577481985, "loss_maskiou": 0.006089102971600369, "loss_sem_seg": 0.2682799845933914, "lr": 0.01, "mask_rcnn/accuracy": 0.8808023639748499, "mask_rcnn/false_negative": 0.08121455406791786, "mask_rcnn/false_positive": 0.15161280597851806, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.766610587015748, "total_loss": 1.656756316711835} {"data_time": 0.01652494538575411, "eta_seconds": 84610.11569943652, "iteration": 161539, "loss_fcos_cls": 0.2667930780444294, "loss_fcos_ctr": 0.6218225890770555, "loss_fcos_loc": 0.2010182966478169, "loss_mask": 0.2585191582329571, "loss_maskiou": 0.0058310441236244515, "loss_sem_seg": 0.2654636800289154, "lr": 0.01, "mask_rcnn/accuracy": 0.8605346361603885, "mask_rcnn/false_negative": 0.09550161918013989, "mask_rcnn/false_positive": 0.1691105557379523, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.75, "time": 0.7785541629418731, "total_loss": 1.631798729969887} {"data_time": 0.016458913683891296, "eta_seconds": 84582.55965497252, "iteration": 161559, "loss_fcos_cls": 0.2611850918037817, "loss_fcos_ctr": 0.6208460135385394, "loss_fcos_loc": 0.19483843725174665, "loss_mask": 0.27499382477253675, "loss_maskiou": 0.0060689771598845255, "loss_sem_seg": 0.2671160730533302, "lr": 0.01, "mask_rcnn/accuracy": 0.8750951429522857, "mask_rcnn/false_negative": 0.11052955564870712, "mask_rcnn/false_positive": 0.1490723658226678, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7733560279011726, "total_loss": 1.640087734645931} {"data_time": 0.015756213106215, "eta_seconds": 84590.11053892784, "iteration": 161579, "loss_fcos_cls": 0.26325258356519043, "loss_fcos_ctr": 0.6198673439212143, "loss_fcos_loc": 0.19747588562313467, "loss_mask": 0.2741723386570811, "loss_maskiou": 0.005453420817502774, "loss_sem_seg": 0.27330468664877117, "lr": 0.01, "mask_rcnn/accuracy": 0.8830394975786925, "mask_rcnn/false_negative": 0.09602280287233766, "mask_rcnn/false_positive": 0.1362532190482622, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7953463774174452, "total_loss": 1.6512211959561682} {"data_time": 0.017642559483647346, "eta_seconds": 84548.63789230026, "iteration": 161599, "loss_fcos_cls": 0.2634229939430952, "loss_fcos_ctr": 0.6191135412082076, "loss_fcos_loc": 0.1946760299615562, "loss_mask": 0.2656107344664633, "loss_maskiou": 0.005956651904853061, "loss_sem_seg": 0.29772484488785267, "lr": 0.01, "mask_rcnn/accuracy": 0.8950161244737664, "mask_rcnn/false_negative": 0.08126985337751444, "mask_rcnn/false_positive": 0.14216145747695036, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7760260375216603, "total_loss": 1.6592964148294413} {"data_time": 0.016159658320248127, "eta_seconds": 84541.65863276739, "iteration": 161619, "loss_fcos_cls": 0.2684850129298866, "loss_fcos_ctr": 0.6220119567587972, "loss_fcos_loc": 0.20725520700216293, "loss_mask": 0.2742108413949609, "loss_maskiou": 0.0060411520607885905, "loss_sem_seg": 0.2700268435291946, "lr": 0.01, "mask_rcnn/accuracy": 0.8760261166095198, "mask_rcnn/false_negative": 0.09113700491985816, "mask_rcnn/false_positive": 0.15447301729841745, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.774198405444622, "total_loss": 1.6235469859529985} {"data_time": 0.016230558045208454, "eta_seconds": 84526.05780630652, "iteration": 161639, "loss_fcos_cls": 0.2634793103206903, "loss_fcos_ctr": 0.622401456348598, "loss_fcos_loc": 0.20377601752988994, "loss_mask": 0.2845753626897931, "loss_maskiou": 0.005937392292253207, "loss_sem_seg": 0.27474286081269383, "lr": 0.01, "mask_rcnn/accuracy": 0.8661995620165874, "mask_rcnn/false_negative": 0.1109859974989405, "mask_rcnn/false_positive": 0.1321006667711163, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.25, "time": 0.7910079751163721, "total_loss": 1.6520480716862949} {"data_time": 0.0180439380928874, "eta_seconds": 84483.66055285558, "iteration": 161659, "loss_fcos_cls": 0.26818218478001654, "loss_fcos_ctr": 0.6218452975153923, "loss_fcos_loc": 0.2094215574907139, "loss_mask": 0.2718253042548895, "loss_maskiou": 0.005555690906476229, "loss_sem_seg": 0.3177651382284239, "lr": 0.01, "mask_rcnn/accuracy": 0.8839873565473935, "mask_rcnn/false_negative": 0.09476232016747191, "mask_rcnn/false_positive": 0.12643411023076817, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7662481879815459, "total_loss": 1.6993602043949068} {"data_time": 0.016954665072262287, "eta_seconds": 84486.24094917811, "iteration": 161679, "loss_fcos_cls": 0.25824991206172854, "loss_fcos_ctr": 0.6200226489454508, "loss_fcos_loc": 0.20324681012425572, "loss_mask": 0.2792757423594594, "loss_maskiou": 0.005975613894406706, "loss_sem_seg": 0.3112592785619199, "lr": 0.01, "mask_rcnn/accuracy": 0.8706391038558281, "mask_rcnn/false_negative": 0.11215511149143273, "mask_rcnn/false_positive": 0.14899215511737948, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.75, "time": 0.783838246949017, "total_loss": 1.6713224365230417} {"data_time": 0.015306441113352776, "eta_seconds": 84456.7899730634, "iteration": 161699, "loss_fcos_cls": 0.26324151060543954, "loss_fcos_ctr": 0.6198613280430436, "loss_fcos_loc": 0.19390046631451696, "loss_mask": 0.27636426454409957, "loss_maskiou": 0.005335902809747495, "loss_sem_seg": 0.3359238049015403, "lr": 0.01, "mask_rcnn/accuracy": 0.8936016714378059, "mask_rcnn/false_negative": 0.08467914389108593, "mask_rcnn/false_positive": 0.11741722526785028, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.0, "time": 0.7738473862409592, "total_loss": 1.6855053027466056} {"data_time": 0.016134398989379406, "eta_seconds": 84411.69253617991, "iteration": 161719, "loss_fcos_cls": 0.2670141829876229, "loss_fcos_ctr": 0.6217393297702074, "loss_fcos_loc": 0.2001197135541588, "loss_mask": 0.26099837478250265, "loss_maskiou": 0.005766073772974778, "loss_sem_seg": 0.274280758574605, "lr": 0.01, "mask_rcnn/accuracy": 0.888114471979268, "mask_rcnn/false_negative": 0.08333524846595237, "mask_rcnn/false_positive": 0.13116645861861614, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.7771830465644598, "total_loss": 1.6462228118616622} {"data_time": 0.014739595353603363, "eta_seconds": 84332.60618846398, "iteration": 161739, "loss_fcos_cls": 0.26924259681254625, "loss_fcos_ctr": 0.6240937178954482, "loss_fcos_loc": 0.20762625359930098, "loss_mask": 0.2723112599924207, "loss_maskiou": 0.00552477317978628, "loss_sem_seg": 0.2657253798097372, "lr": 0.01, "mask_rcnn/accuracy": 0.8864378340621963, "mask_rcnn/false_negative": 0.08280997998029453, "mask_rcnn/false_positive": 0.15996264079357464, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.25, "time": 0.7601664690300822, "total_loss": 1.6444561623357004} {"data_time": 0.01743413507938385, "eta_seconds": 84264.25820808485, "iteration": 161759, "loss_fcos_cls": 0.2661384860984981, "loss_fcos_ctr": 0.6202526008710265, "loss_fcos_loc": 0.20721776084974408, "loss_mask": 0.28064183983951807, "loss_maskiou": 0.005957477478659712, "loss_sem_seg": 0.30342544335871935, "lr": 0.01, "mask_rcnn/accuracy": 0.8803559833024119, "mask_rcnn/false_negative": 0.11223422316506837, "mask_rcnn/false_positive": 0.14663984122344165, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7742665614932775, "total_loss": 1.6631762921751942} {"data_time": 0.01592174358665943, "eta_seconds": 84283.11544687673, "iteration": 161779, "loss_fcos_cls": 0.2542003598064184, "loss_fcos_ctr": 0.6219779755920172, "loss_fcos_loc": 0.20087118435185403, "loss_mask": 0.27953090611845255, "loss_maskiou": 0.005950285034487024, "loss_sem_seg": 0.28166055178735405, "lr": 0.01, "mask_rcnn/accuracy": 0.8806622023809524, "mask_rcnn/false_negative": 0.12004329197513516, "mask_rcnn/false_positive": 0.13119817042912507, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7874568216502666, "total_loss": 1.6457619261054788} {"data_time": 0.015653609298169613, "eta_seconds": 84267.53933587298, "iteration": 161799, "loss_fcos_cls": 0.2542220607865602, "loss_fcos_ctr": 0.6203481354750693, "loss_fcos_loc": 0.20506162627134472, "loss_mask": 0.2733989851549268, "loss_maskiou": 0.00569760802318342, "loss_sem_seg": 0.2672782060690224, "lr": 0.01, "mask_rcnn/accuracy": 0.8764025927175279, "mask_rcnn/false_negative": 0.09459136481099398, "mask_rcnn/false_positive": 0.1543859144439604, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.25, "time": 0.7769329445436597, "total_loss": 1.677491735550575} {"data_time": 0.015905164182186127, "eta_seconds": 84171.36995752342, "iteration": 161819, "loss_fcos_cls": 0.26940330443903804, "loss_fcos_ctr": 0.6201470238156617, "loss_fcos_loc": 0.20153888501226902, "loss_mask": 0.2830250207334757, "loss_maskiou": 0.007113624502380844, "loss_sem_seg": 0.2840382163412869, "lr": 0.01, "mask_rcnn/accuracy": 0.8846039350125432, "mask_rcnn/false_negative": 0.10065919499307988, "mask_rcnn/false_positive": 0.12929559948137345, "roi_head/num_bg_samples": 79.0, "roi_head/num_fg_samples": 25.5, "time": 0.7768111145123839, "total_loss": 1.6664464479545131} {"data_time": 0.01760340016335249, "eta_seconds": 84087.40373370796, "iteration": 161839, "loss_fcos_cls": 0.2768593211658299, "loss_fcos_ctr": 0.6187593704089522, "loss_fcos_loc": 0.1967238219222054, "loss_mask": 0.2652007332071662, "loss_maskiou": 0.005669495338224806, "loss_sem_seg": 0.2951141558587551, "lr": 0.01, "mask_rcnn/accuracy": 0.880092952414381, "mask_rcnn/false_negative": 0.09341604551513968, "mask_rcnn/false_positive": 0.13850972488066693, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 27.5, "time": 0.7609175397083163, "total_loss": 1.6981288688257337} {"data_time": 0.017200731672346592, "eta_seconds": 84048.457661625, "iteration": 161859, "loss_fcos_cls": 0.2592014076653868, "loss_fcos_ctr": 0.6208469839766622, "loss_fcos_loc": 0.1979818062391132, "loss_mask": 0.2764315912500024, "loss_maskiou": 0.006370784118189476, "loss_sem_seg": 0.30403040861710906, "lr": 0.01, "mask_rcnn/accuracy": 0.8712247250678928, "mask_rcnn/false_negative": 0.11465184883570007, "mask_rcnn/false_positive": 0.1539886211775084, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7707151332870126, "total_loss": 1.6614253580919467} {"data_time": 0.016510137356817722, "eta_seconds": 84041.64100979734, "iteration": 161879, "loss_fcos_cls": 0.2666579536162317, "loss_fcos_ctr": 0.6225243378430605, "loss_fcos_loc": 0.20808871113695204, "loss_mask": 0.2715623676776886, "loss_maskiou": 0.005954424210358411, "loss_sem_seg": 0.3119895290583372, "lr": 0.01, "mask_rcnn/accuracy": 0.8734033126471743, "mask_rcnn/false_negative": 0.10435141009994162, "mask_rcnn/false_positive": 0.15443062376206404, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7815290512517095, "total_loss": 1.7064094769011717} {"data_time": 0.017755329608917236, "eta_seconds": 84002.31356437877, "iteration": 161899, "loss_fcos_cls": 0.2666078112088144, "loss_fcos_ctr": 0.618051091209054, "loss_fcos_loc": 0.19446637341752648, "loss_mask": 0.25788700580596924, "loss_maskiou": 0.005460946587845683, "loss_sem_seg": 0.2954019857570529, "lr": 0.01, "mask_rcnn/accuracy": 0.8754167149814471, "mask_rcnn/false_negative": 0.08092634137575323, "mask_rcnn/false_positive": 0.1541515072370011, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7642513075843453, "total_loss": 1.6641686643415596} {"data_time": 0.016688969917595387, "eta_seconds": 83995.05961229, "iteration": 161919, "loss_fcos_cls": 0.25640721421223134, "loss_fcos_ctr": 0.6224443726241589, "loss_fcos_loc": 0.19685791549272835, "loss_mask": 0.2870229771360755, "loss_maskiou": 0.006021877146849874, "loss_sem_seg": 0.3369943271391094, "lr": 0.01, "mask_rcnn/accuracy": 0.8644342007319645, "mask_rcnn/false_negative": 0.10015799138672929, "mask_rcnn/false_positive": 0.16442165269634818, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7779487129300833, "total_loss": 1.685943645410589} {"data_time": 0.016663778573274612, "eta_seconds": 83967.27834437415, "iteration": 161939, "loss_fcos_cls": 0.2708501236047596, "loss_fcos_ctr": 0.6215336285531521, "loss_fcos_loc": 0.20477539207786322, "loss_mask": 0.2595207653939724, "loss_maskiou": 0.005550624679017346, "loss_sem_seg": 0.2944198134355247, "lr": 0.01, "mask_rcnn/accuracy": 0.8716034562484845, "mask_rcnn/false_negative": 0.11034284977403098, "mask_rcnn/false_positive": 0.13489844563372072, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.0, "time": 0.7544245114549994, "total_loss": 1.6388341226629564} {"data_time": 0.01589646004140377, "eta_seconds": 83941.46220721677, "iteration": 161959, "loss_fcos_cls": 0.25895733234938234, "loss_fcos_ctr": 0.6206316677853465, "loss_fcos_loc": 0.19942845893092453, "loss_mask": 0.2782339220866561, "loss_maskiou": 0.006402948758477578, "loss_sem_seg": 0.2725354884751141, "lr": 0.01, "mask_rcnn/accuracy": 0.885141488752896, "mask_rcnn/false_negative": 0.09444908913688316, "mask_rcnn/false_positive": 0.1358199538544875, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7728155255317688, "total_loss": 1.6466003803143394} {"data_time": 0.016035367734730244, "eta_seconds": 83881.13842364028, "iteration": 161979, "loss_fcos_cls": 0.2640130664804019, "loss_fcos_ctr": 0.6221708208322525, "loss_fcos_loc": 0.19763305224478245, "loss_mask": 0.27679084427654743, "loss_maskiou": 0.006214219298271928, "loss_sem_seg": 0.2904699081555009, "lr": 0.01, "mask_rcnn/accuracy": 0.8944182052944128, "mask_rcnn/false_negative": 0.09995873387004285, "mask_rcnn/false_positive": 0.13145807265747678, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 25.5, "time": 0.779889564961195, "total_loss": 1.6424215859806282} {"data_time": 0.016839864663779736, "eta_seconds": 83850.64254318457, "iteration": 161999, "loss_fcos_cls": 0.2599576252978295, "loss_fcos_ctr": 0.6205912735313177, "loss_fcos_loc": 0.202670723432675, "loss_mask": 0.26863171998411417, "loss_maskiou": 0.005995286708639469, "loss_sem_seg": 0.275598821695894, "lr": 0.01, "mask_rcnn/accuracy": 0.8851191347440615, "mask_rcnn/false_negative": 0.09561773985968128, "mask_rcnn/false_positive": 0.1516964445226524, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7770750038325787, "total_loss": 1.6431617076668772} {"data_time": 0.01590613927692175, "eta_seconds": 83850.07737498358, "iteration": 162019, "loss_fcos_cls": 0.2621980250114575, "loss_fcos_ctr": 0.6204775320366025, "loss_fcos_loc": 0.196642063499894, "loss_mask": 0.2832222357392311, "loss_maskiou": 0.006043555400538025, "loss_sem_seg": 0.27551484014838934, "lr": 0.01, "mask_rcnn/accuracy": 0.873088844719029, "mask_rcnn/false_negative": 0.10662221394094265, "mask_rcnn/false_positive": 0.18730771730967488, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.0, "time": 0.7844526078552008, "total_loss": 1.6464203390059993} {"data_time": 0.016354366205632687, "eta_seconds": 83812.85776049271, "iteration": 162039, "loss_fcos_cls": 0.26013757014879957, "loss_fcos_ctr": 0.6230756337754428, "loss_fcos_loc": 0.21311945031629875, "loss_mask": 0.25936712324619293, "loss_maskiou": 0.0054940642876317725, "loss_sem_seg": 0.2675415724515915, "lr": 0.01, "mask_rcnn/accuracy": 0.8503796138708648, "mask_rcnn/false_negative": 0.1224567813536379, "mask_rcnn/false_positive": 0.18424033756267943, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7722331136465073, "total_loss": 1.6480704583227634} {"data_time": 0.018292050808668137, "eta_seconds": 83804.05928420927, "iteration": 162059, "loss_fcos_cls": 0.2552313725464046, "loss_fcos_ctr": 0.6191121516749263, "loss_fcos_loc": 0.19432416965719312, "loss_mask": 0.26236442709341645, "loss_maskiou": 0.0055321630570688285, "loss_sem_seg": 0.2965471569914371, "lr": 0.01, "mask_rcnn/accuracy": 0.9044066291711386, "mask_rcnn/false_negative": 0.08228132338597835, "mask_rcnn/false_positive": 0.12277754466286844, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.0, "time": 0.7887349920347333, "total_loss": 1.6460085851431359} {"data_time": 0.01626216247677803, "eta_seconds": 83788.53153121751, "iteration": 162079, "loss_fcos_cls": 0.2551189046353102, "loss_fcos_ctr": 0.6247034827247262, "loss_fcos_loc": 0.2130448049865663, "loss_mask": 0.28346648905426264, "loss_maskiou": 0.0055956633150344715, "loss_sem_seg": 0.2658363273367286, "lr": 0.01, "mask_rcnn/accuracy": 0.8820011700332306, "mask_rcnn/false_negative": 0.090583575795745, "mask_rcnn/false_positive": 0.11822663664138522, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.25, "time": 0.7850644551217556, "total_loss": 1.6546286669472465} {"data_time": 0.013603828847408295, "eta_seconds": 83804.49744340964, "iteration": 162099, "loss_fcos_cls": 0.25989499245770276, "loss_fcos_ctr": 0.6231094840914011, "loss_fcos_loc": 0.20132105849916115, "loss_mask": 0.26881411112844944, "loss_maskiou": 0.005515396705959574, "loss_sem_seg": 0.2945864577777684, "lr": 0.01, "mask_rcnn/accuracy": 0.8810614197832243, "mask_rcnn/false_negative": 0.08314858295552585, "mask_rcnn/false_positive": 0.14109288015362426, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.25, "time": 0.7757510077208281, "total_loss": 1.6589242876070784} {"data_time": 0.017677005380392075, "eta_seconds": 83832.22398606967, "iteration": 162119, "loss_fcos_cls": 0.2514648459618911, "loss_fcos_ctr": 0.6221988126635551, "loss_fcos_loc": 0.2035778732970357, "loss_mask": 0.27806031983345747, "loss_maskiou": 0.006003743823384866, "loss_sem_seg": 0.26693655643612146, "lr": 0.01, "mask_rcnn/accuracy": 0.8816357981548784, "mask_rcnn/false_negative": 0.10996148650567045, "mask_rcnn/false_positive": 0.13812532542267486, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7834325432777405, "total_loss": 1.6386728740835679} {"data_time": 0.01637314260005951, "eta_seconds": 83756.89422901347, "iteration": 162139, "loss_fcos_cls": 0.256451754597947, "loss_fcos_ctr": 0.6208086647093296, "loss_fcos_loc": 0.19804814318194985, "loss_mask": 0.27552409283816814, "loss_maskiou": 0.006010241690091789, "loss_sem_seg": 0.2772235362790525, "lr": 0.01, "mask_rcnn/accuracy": 0.8676391160531198, "mask_rcnn/false_negative": 0.10747915967818056, "mask_rcnn/false_positive": 0.15343058942382726, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.761757206171751, "total_loss": 1.6621580986320623} {"data_time": 0.016346645541489124, "eta_seconds": 83716.28825914767, "iteration": 162159, "loss_fcos_cls": 0.2621199660934508, "loss_fcos_ctr": 0.6244458965957165, "loss_fcos_loc": 0.2108322968124412, "loss_mask": 0.2747447742149234, "loss_maskiou": 0.005634735280182213, "loss_sem_seg": 0.31833855621516705, "lr": 0.01, "mask_rcnn/accuracy": 0.8603883219954649, "mask_rcnn/false_negative": 0.10753196319792774, "mask_rcnn/false_positive": 0.18192096091475857, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.75, "time": 0.7636808147653937, "total_loss": 1.6989722612706828} {"data_time": 0.017859680578112602, "eta_seconds": 83700.76238526683, "iteration": 162179, "loss_fcos_cls": 0.2545660224277526, "loss_fcos_ctr": 0.6218858500942588, "loss_fcos_loc": 0.20192293031141162, "loss_mask": 0.27080848859623075, "loss_maskiou": 0.005785099740023725, "loss_sem_seg": 0.2831781869754195, "lr": 0.01, "mask_rcnn/accuracy": 0.8838102721746339, "mask_rcnn/false_negative": 0.08843451942658338, "mask_rcnn/false_positive": 0.13516577578759328, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7812508614733815, "total_loss": 1.6669081993459258} {"data_time": 0.015911484137177467, "eta_seconds": 83685.236511386, "iteration": 162199, "loss_fcos_cls": 0.2723994047846645, "loss_fcos_ctr": 0.6251931181177497, "loss_fcos_loc": 0.20793054846581072, "loss_mask": 0.29053171537816525, "loss_maskiou": 0.006138499658845831, "loss_sem_seg": 0.28456111066043377, "lr": 0.01, "mask_rcnn/accuracy": 0.8516854380446, "mask_rcnn/false_negative": 0.11676839292700678, "mask_rcnn/false_positive": 0.16796344367445198, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7858673213049769, "total_loss": 1.6821932174352696} {"data_time": 0.01625880505889654, "eta_seconds": 83637.23084305879, "iteration": 162219, "loss_fcos_cls": 0.2658746854867786, "loss_fcos_ctr": 0.6211656257510185, "loss_fcos_loc": 0.19233480386901647, "loss_mask": 0.2783339135348797, "loss_maskiou": 0.0065108001144835725, "loss_sem_seg": 0.2957473364658654, "lr": 0.01, "mask_rcnn/accuracy": 0.8874252287121744, "mask_rcnn/false_negative": 0.09425444728886996, "mask_rcnn/false_positive": 0.12576292213509122, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 24.5, "time": 0.7641554744914174, "total_loss": 1.6880923634380451} {"data_time": 0.016618854366242886, "eta_seconds": 83592.271219505, "iteration": 162239, "loss_fcos_cls": 0.2644976149313152, "loss_fcos_ctr": 0.6208007438108325, "loss_fcos_loc": 0.2038538427441381, "loss_mask": 0.26350529538467526, "loss_maskiou": 0.005834029092511628, "loss_sem_seg": 0.279628689866513, "lr": 0.01, "mask_rcnn/accuracy": 0.8749653867957439, "mask_rcnn/false_negative": 0.09677963193525607, "mask_rcnn/false_positive": 0.13666263951473454, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 24.75, "time": 0.7739556208252907, "total_loss": 1.6467501706647454} {"data_time": 0.015731641091406345, "eta_seconds": 83576.75683652423, "iteration": 162259, "loss_fcos_cls": 0.2527659381739795, "loss_fcos_ctr": 0.6196104651317, "loss_fcos_loc": 0.200808196910657, "loss_mask": 0.27400009240955114, "loss_maskiou": 0.005794049298856407, "loss_sem_seg": 0.27692967536859214, "lr": 0.01, "mask_rcnn/accuracy": 0.9008781397174255, "mask_rcnn/false_negative": 0.09308780975988329, "mask_rcnn/false_positive": 0.1123436808211685, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 24.75, "time": 0.7640755390748382, "total_loss": 1.6151558005512925} {"data_time": 0.018560306169092655, "eta_seconds": 83594.30078787077, "iteration": 162279, "loss_fcos_cls": 0.27357580116949975, "loss_fcos_ctr": 0.6230942108668387, "loss_fcos_loc": 0.20692143426276743, "loss_mask": 0.2711017085239291, "loss_maskiou": 0.00549306817993056, "loss_sem_seg": 0.315389865078032, "lr": 0.01, "mask_rcnn/accuracy": 0.879107263472765, "mask_rcnn/false_negative": 0.10890421307863285, "mask_rcnn/false_positive": 0.1314441026099554, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 23.5, "time": 0.7870020410045981, "total_loss": 1.7001285969054152} {"data_time": 0.016509498469531536, "eta_seconds": 83607.60714198183, "iteration": 162299, "loss_fcos_cls": 0.2587636639364064, "loss_fcos_ctr": 0.6195868225768209, "loss_fcos_loc": 0.1997071502264589, "loss_mask": 0.27286580111831427, "loss_maskiou": 0.0061470138462027535, "loss_sem_seg": 0.28735297499224544, "lr": 0.01, "mask_rcnn/accuracy": 0.8880461410754779, "mask_rcnn/false_negative": 0.08839199916329782, "mask_rcnn/false_positive": 0.14586462560704952, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7994902450591326, "total_loss": 1.6423568228346994} {"data_time": 0.0165546964854002, "eta_seconds": 83559.63160864543, "iteration": 162319, "loss_fcos_cls": 0.2667873546015471, "loss_fcos_ctr": 0.6218277178704739, "loss_fcos_loc": 0.20903682429343462, "loss_mask": 0.2709946734830737, "loss_maskiou": 0.005543001583646401, "loss_sem_seg": 0.2939822063781321, "lr": 0.01, "mask_rcnn/accuracy": 0.8712511778359993, "mask_rcnn/false_negative": 0.08237259832749694, "mask_rcnn/false_positive": 0.1765447933280828, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7901672050356865, "total_loss": 1.6658688063616864} {"data_time": 0.014194796793162823, "eta_seconds": 83601.58898572996, "iteration": 162339, "loss_fcos_cls": 0.2594454805366695, "loss_fcos_ctr": 0.6189299644902349, "loss_fcos_loc": 0.1904080358799547, "loss_mask": 0.2782126907259226, "loss_maskiou": 0.005562459795328323, "loss_sem_seg": 0.2851361404173076, "lr": 0.01, "mask_rcnn/accuracy": 0.8776284137660368, "mask_rcnn/false_negative": 0.0982107492719165, "mask_rcnn/false_positive": 0.13637250123171785, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.7873516008257866, "total_loss": 1.6384274865995394} {"data_time": 0.015495331957936287, "eta_seconds": 83612.19635129627, "iteration": 162359, "loss_fcos_cls": 0.25534807052463293, "loss_fcos_ctr": 0.621806625276804, "loss_fcos_loc": 0.2005316974245943, "loss_mask": 0.2636451469734311, "loss_maskiou": 0.00536133693458396, "loss_sem_seg": 0.29620471876114607, "lr": 0.01, "mask_rcnn/accuracy": 0.8809808034935586, "mask_rcnn/false_negative": 0.10168123050907354, "mask_rcnn/false_positive": 0.15632039525028454, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.0, "time": 0.7921096524223685, "total_loss": 1.6606960245480877} {"data_time": 0.017083272337913513, "eta_seconds": 83596.6609704746, "iteration": 162379, "loss_fcos_cls": 0.2646990664070472, "loss_fcos_ctr": 0.6195670701563358, "loss_fcos_loc": 0.2001834912225604, "loss_mask": 0.28213626705110073, "loss_maskiou": 0.006180242751725018, "loss_sem_seg": 0.27144539868459105, "lr": 0.01, "mask_rcnn/accuracy": 0.8907779625389808, "mask_rcnn/false_negative": 0.07589544062219833, "mask_rcnn/false_positive": 0.13497481349289592, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.5, "time": 0.7735594948753715, "total_loss": 1.6587841238506371} {"data_time": 0.015722377225756645, "eta_seconds": 83566.83546677884, "iteration": 162399, "loss_fcos_cls": 0.26109793223440647, "loss_fcos_ctr": 0.6201767842285335, "loss_fcos_loc": 0.20516850432613865, "loss_mask": 0.2848740923218429, "loss_maskiou": 0.006043183115252759, "loss_sem_seg": 0.29677065508440137, "lr": 0.01, "mask_rcnn/accuracy": 0.8715197592194772, "mask_rcnn/false_negative": 0.1051507435278062, "mask_rcnn/false_positive": 0.15830548476620365, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.25, "time": 0.7689299965277314, "total_loss": 1.6812029467400862} {"data_time": 0.016471652314066887, "eta_seconds": 83551.30274208914, "iteration": 162419, "loss_fcos_cls": 0.2663078096229583, "loss_fcos_ctr": 0.622502195648849, "loss_fcos_loc": 0.20227252133190632, "loss_mask": 0.2687438130378723, "loss_maskiou": 0.005410703874076717, "loss_sem_seg": 0.2799821994267404, "lr": 0.01, "mask_rcnn/accuracy": 0.8768160465405674, "mask_rcnn/false_negative": 0.07302897355012583, "mask_rcnn/false_positive": 0.16393318137862323, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.5, "time": 0.7687352392822504, "total_loss": 1.6381706629035762} {"data_time": 0.016848689876496792, "eta_seconds": 83561.63684426434, "iteration": 162439, "loss_fcos_cls": 0.2580828545615077, "loss_fcos_ctr": 0.621011140756309, "loss_fcos_loc": 0.19659024561406113, "loss_mask": 0.27439263835549355, "loss_maskiou": 0.005466452166729141, "loss_sem_seg": 0.2768721505999565, "lr": 0.01, "mask_rcnn/accuracy": 0.8812265037593985, "mask_rcnn/false_negative": 0.09696185224949805, "mask_rcnn/false_positive": 0.12980254388455936, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7833973998203874, "total_loss": 1.617223678578739} {"data_time": 0.016613436862826347, "eta_seconds": 83520.23729270976, "iteration": 162459, "loss_fcos_cls": 0.2692986319307238, "loss_fcos_ctr": 0.6211779369041324, "loss_fcos_loc": 0.21235106815584004, "loss_mask": 0.2874759053811431, "loss_maskiou": 0.005688561053830199, "loss_sem_seg": 0.316477685701102, "lr": 0.01, "mask_rcnn/accuracy": 0.8842948786657521, "mask_rcnn/false_negative": 0.09633641114594144, "mask_rcnn/false_positive": 0.13958301658563613, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7846296476200223, "total_loss": 1.7248396792565472} {"data_time": 0.017172299325466156, "eta_seconds": 83518.98406636622, "iteration": 162479, "loss_fcos_cls": 0.26138444361276925, "loss_fcos_ctr": 0.6201819591224194, "loss_fcos_loc": 0.19681155355647206, "loss_mask": 0.2719358755275607, "loss_maskiou": 0.005483590372023173, "loss_sem_seg": 0.3067771827336401, "lr": 0.01, "mask_rcnn/accuracy": 0.8786939194282364, "mask_rcnn/false_negative": 0.10354448847271813, "mask_rcnn/false_positive": 0.14167622031964633, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.25, "time": 0.7854629196226597, "total_loss": 1.6553163955377386} {"data_time": 0.01787987444549799, "eta_seconds": 83477.34479110315, "iteration": 162499, "loss_fcos_cls": 0.2677580169402063, "loss_fcos_ctr": 0.6213779086247087, "loss_fcos_loc": 0.20618299709167331, "loss_mask": 0.2712640897370875, "loss_maskiou": 0.00614490223233588, "loss_sem_seg": 0.30232282186625525, "lr": 0.01, "mask_rcnn/accuracy": 0.881670271319537, "mask_rcnn/false_negative": 0.10299490662044213, "mask_rcnn/false_positive": 0.13289013845229997, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7724679680541158, "total_loss": 1.690224621866946} {"data_time": 0.0170796699821949, "eta_seconds": 83517.08719854802, "iteration": 162519, "loss_fcos_cls": 0.2633620270062238, "loss_fcos_ctr": 0.6241819523274899, "loss_fcos_loc": 0.2074840043205768, "loss_mask": 0.26416931953281164, "loss_maskiou": 0.00583864122745581, "loss_sem_seg": 0.2933641974814236, "lr": 0.01, "mask_rcnn/accuracy": 0.8707681405895692, "mask_rcnn/false_negative": 0.11226739414203075, "mask_rcnn/false_positive": 0.13679024816286506, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.75, "time": 0.78581737075001, "total_loss": 1.6585643197759055} {"data_time": 0.016412153840065002, "eta_seconds": 83502.70792747103, "iteration": 162539, "loss_fcos_cls": 0.2756619770079851, "loss_fcos_ctr": 0.6221203464083374, "loss_fcos_loc": 0.2024278094759211, "loss_mask": 0.2847944851964712, "loss_maskiou": 0.006601503147976473, "loss_sem_seg": 0.27193219726905227, "lr": 0.01, "mask_rcnn/accuracy": 0.8645756029684601, "mask_rcnn/false_negative": 0.09510118429408747, "mask_rcnn/false_positive": 0.14690303148410955, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7821006970480084, "total_loss": 1.6792909453361062} {"data_time": 0.018478333950042725, "eta_seconds": 83508.11933213472, "iteration": 162559, "loss_fcos_cls": 0.27476922469213605, "loss_fcos_ctr": 0.6250191852450371, "loss_fcos_loc": 0.21507113019470125, "loss_mask": 0.2884539496153593, "loss_maskiou": 0.005657636298565194, "loss_sem_seg": 0.2885888300370425, "lr": 0.01, "mask_rcnn/accuracy": 0.8896637570690926, "mask_rcnn/false_negative": 0.08639905910274621, "mask_rcnn/false_positive": 0.13122655539075895, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.5, "time": 0.7789899799972773, "total_loss": 1.704057524293603} {"data_time": 0.016729074530303478, "eta_seconds": 83452.87410351075, "iteration": 162579, "loss_fcos_cls": 0.26368215633556247, "loss_fcos_ctr": 0.6187312481924891, "loss_fcos_loc": 0.19030917540658265, "loss_mask": 0.26390876434743404, "loss_maskiou": 0.005761285116022918, "loss_sem_seg": 0.2812125673517585, "lr": 0.01, "mask_rcnn/accuracy": 0.8780687382711705, "mask_rcnn/false_negative": 0.09397448189410723, "mask_rcnn/false_positive": 0.17430548647067196, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 40.25, "time": 0.7752802651375532, "total_loss": 1.6426070226480078} {"data_time": 0.015719127841293812, "eta_seconds": 83469.76116540935, "iteration": 162599, "loss_fcos_cls": 0.2649685121141374, "loss_fcos_ctr": 0.6219027768820524, "loss_fcos_loc": 0.20261488226242363, "loss_mask": 0.2714678728953004, "loss_maskiou": 0.005982042552204803, "loss_sem_seg": 0.28599697165191174, "lr": 0.01, "mask_rcnn/accuracy": 0.8792479045189504, "mask_rcnn/false_negative": 0.0945200462242535, "mask_rcnn/false_positive": 0.16486001441315756, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7900281241163611, "total_loss": 1.6781922252266668} {"data_time": 0.01653159409761429, "eta_seconds": 83421.79903472401, "iteration": 162619, "loss_fcos_cls": 0.2679946981370449, "loss_fcos_ctr": 0.6207679426297545, "loss_fcos_loc": 0.20341806393116713, "loss_mask": 0.2790727159008384, "loss_maskiou": 0.006467124352639075, "loss_sem_seg": 0.2758349091745913, "lr": 0.01, "mask_rcnn/accuracy": 0.8761276249630288, "mask_rcnn/false_negative": 0.1084290560860251, "mask_rcnn/false_positive": 0.13257115753618737, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7724529765546322, "total_loss": 1.6638822231761878} {"data_time": 0.015894902870059013, "eta_seconds": 83394.70101979282, "iteration": 162639, "loss_fcos_cls": 0.24916770728304982, "loss_fcos_ctr": 0.6216505607590079, "loss_fcos_loc": 0.20032731222454458, "loss_mask": 0.26962659507989883, "loss_maskiou": 0.005912322565563954, "loss_sem_seg": 0.2938137627206743, "lr": 0.01, "mask_rcnn/accuracy": 0.8843112244897959, "mask_rcnn/false_negative": 0.08502370877962344, "mask_rcnn/false_positive": 0.13798866032473744, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.5, "time": 0.7785740261897445, "total_loss": 1.6652750186767662} {"data_time": 0.017958286218345165, "eta_seconds": 83439.33473885432, "iteration": 162659, "loss_fcos_cls": 0.27172102639451623, "loss_fcos_ctr": 0.6192953735589981, "loss_fcos_loc": 0.20232418552041054, "loss_mask": 0.277427707798779, "loss_maskiou": 0.0056327423590119, "loss_sem_seg": 0.2580929999239743, "lr": 0.01, "mask_rcnn/accuracy": 0.8690362650742115, "mask_rcnn/false_negative": 0.1130581518598173, "mask_rcnn/false_positive": 0.14399894177256767, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7838175520300865, "total_loss": 1.6374012055675848} {"data_time": 0.015441945753991604, "eta_seconds": 83407.58687566128, "iteration": 162679, "loss_fcos_cls": 0.24883060855790973, "loss_fcos_ctr": 0.619475070387125, "loss_fcos_loc": 0.18891671067103744, "loss_mask": 0.2623173724859953, "loss_maskiou": 0.005582931291428395, "loss_sem_seg": 0.26342035247944295, "lr": 0.01, "mask_rcnn/accuracy": 0.8912442083575003, "mask_rcnn/false_negative": 0.10159069980678767, "mask_rcnn/false_positive": 0.13280218902086596, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.75, "time": 0.7946264175698161, "total_loss": 1.5699327111724415} {"data_time": 0.016214261762797832, "eta_seconds": 83348.09487732779, "iteration": 162699, "loss_fcos_cls": 0.2497922731563449, "loss_fcos_ctr": 0.6202555745840073, "loss_fcos_loc": 0.19608819275163114, "loss_mask": 0.276046946644783, "loss_maskiou": 0.006029308380675502, "loss_sem_seg": 0.24509535171091557, "lr": 0.01, "mask_rcnn/accuracy": 0.8812133211493552, "mask_rcnn/false_negative": 0.08555831242892786, "mask_rcnn/false_positive": 0.14071652510354182, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7676314134150743, "total_loss": 1.6228794435155578} {"data_time": 0.016533399000763893, "eta_seconds": 83358.12329224031, "iteration": 162719, "loss_fcos_cls": 0.2467905794037506, "loss_fcos_ctr": 0.6185302538797259, "loss_fcos_loc": 0.19687006738968194, "loss_mask": 0.26840582536533475, "loss_maskiou": 0.006054610435967334, "loss_sem_seg": 0.264794846996665, "lr": 0.01, "mask_rcnn/accuracy": 0.8725408088455324, "mask_rcnn/false_negative": 0.11121491254745444, "mask_rcnn/false_positive": 0.14760059599272463, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7859749374911189, "total_loss": 1.5909275646263268} {"data_time": 0.015748795121908188, "eta_seconds": 83377.14837223664, "iteration": 162739, "loss_fcos_cls": 0.25479653803631663, "loss_fcos_ctr": 0.619806838221848, "loss_fcos_loc": 0.19553049944806844, "loss_mask": 0.26446344004943967, "loss_maskiou": 0.005199468054343015, "loss_sem_seg": 0.28567986097186804, "lr": 0.01, "mask_rcnn/accuracy": 0.8857482993197279, "mask_rcnn/false_negative": 0.09168639448732155, "mask_rcnn/false_positive": 0.1423869439649685, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7819284042343497, "total_loss": 1.6197598516446305} {"data_time": 0.016633334569633007, "eta_seconds": 83394.00533866324, "iteration": 162759, "loss_fcos_cls": 0.24687668029218912, "loss_fcos_ctr": 0.6220616581849754, "loss_fcos_loc": 0.20239931310061365, "loss_mask": 0.2797366548329592, "loss_maskiou": 0.006052388431271538, "loss_sem_seg": 0.2613197476603091, "lr": 0.01, "mask_rcnn/accuracy": 0.8795898013460703, "mask_rcnn/false_negative": 0.10452304220512507, "mask_rcnn/false_positive": 0.13470592184517755, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 22.75, "time": 0.7989741284400225, "total_loss": 1.619129381782841} {"data_time": 0.017283747904002666, "eta_seconds": 83358.22769854497, "iteration": 162779, "loss_fcos_cls": 0.2540611904114485, "loss_fcos_ctr": 0.6203560968860984, "loss_fcos_loc": 0.19655507779680192, "loss_mask": 0.2744765458628535, "loss_maskiou": 0.005848936198162846, "loss_sem_seg": 0.26681037340313196, "lr": 0.01, "mask_rcnn/accuracy": 0.8823150203591053, "mask_rcnn/false_negative": 0.10126430432437739, "mask_rcnn/false_positive": 0.13859489652930201, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.75, "time": 0.7843695897608995, "total_loss": 1.6285772577975877} {"data_time": 0.016814702190458775, "eta_seconds": 83362.90006909706, "iteration": 162799, "loss_fcos_cls": 0.24782372801564634, "loss_fcos_ctr": 0.6205792352557182, "loss_fcos_loc": 0.19054296356625855, "loss_mask": 0.26560255512595177, "loss_maskiou": 0.006032446392055135, "loss_sem_seg": 0.27088531642220914, "lr": 0.01, "mask_rcnn/accuracy": 0.8903363074598771, "mask_rcnn/false_negative": 0.07996513900868346, "mask_rcnn/false_positive": 0.14380042387195338, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7807830069214106, "total_loss": 1.5858826110452355} {"data_time": 0.014261233620345592, "eta_seconds": 83327.12997414451, "iteration": 162819, "loss_fcos_cls": 0.2548621784080751, "loss_fcos_ctr": 0.6225433070212603, "loss_fcos_loc": 0.1975562615552917, "loss_mask": 0.26674257265403867, "loss_maskiou": 0.005785638059023768, "loss_sem_seg": 0.28574187215417624, "lr": 0.01, "mask_rcnn/accuracy": 0.8802515566727559, "mask_rcnn/false_negative": 0.10050572040336514, "mask_rcnn/false_positive": 0.1536525713507658, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.7647082135081291, "total_loss": 1.6399041906406637} {"data_time": 0.016833117231726646, "eta_seconds": 83364.14354604948, "iteration": 162839, "loss_fcos_cls": 0.252928085392341, "loss_fcos_ctr": 0.617877229116857, "loss_fcos_loc": 0.19200179411564022, "loss_mask": 0.25580470636487007, "loss_maskiou": 0.005195246631046757, "loss_sem_seg": 0.24335790472105145, "lr": 0.01, "mask_rcnn/accuracy": 0.8759023847634292, "mask_rcnn/false_negative": 0.08376409191100959, "mask_rcnn/false_positive": 0.15072730629390668, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.0, "time": 0.7571349488571286, "total_loss": 1.5967677185981302} {"data_time": 0.015285113826394081, "eta_seconds": 83384.42626840156, "iteration": 162859, "loss_fcos_cls": 0.2666363922180608, "loss_fcos_ctr": 0.6210121568292379, "loss_fcos_loc": 0.1983038866892457, "loss_mask": 0.2723066913895309, "loss_maskiou": 0.005665413154929411, "loss_sem_seg": 0.2563513738568872, "lr": 0.01, "mask_rcnn/accuracy": 0.8872577023087227, "mask_rcnn/false_negative": 0.09640054679031826, "mask_rcnn/false_positive": 0.1458305616306463, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.7749300226569176, "total_loss": 1.6049980835741735} {"data_time": 0.018083701841533184, "eta_seconds": 83300.6895299647, "iteration": 162879, "loss_fcos_cls": 0.25069376779720187, "loss_fcos_ctr": 0.6207670774310827, "loss_fcos_loc": 0.19049970991909504, "loss_mask": 0.27101519983261824, "loss_maskiou": 0.005182421853533015, "loss_sem_seg": 0.2764081470668316, "lr": 0.01, "mask_rcnn/accuracy": 0.8831475772127033, "mask_rcnn/false_negative": 0.10111403539469871, "mask_rcnn/false_positive": 0.1436156322735275, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7747721374034882, "total_loss": 1.6203980348655023} {"data_time": 0.017386477440595627, "eta_seconds": 83353.29554299545, "iteration": 162899, "loss_fcos_cls": 0.24425304890610278, "loss_fcos_ctr": 0.6190062714740634, "loss_fcos_loc": 0.19501085206866264, "loss_mask": 0.2770101632922888, "loss_maskiou": 0.005797422694740817, "loss_sem_seg": 0.26119278045371175, "lr": 0.01, "mask_rcnn/accuracy": 0.8733280474351903, "mask_rcnn/false_negative": 0.08133361348621335, "mask_rcnn/false_positive": 0.1521043098391993, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7815281692892313, "total_loss": 1.5846377531051985} {"data_time": 0.015581601299345493, "eta_seconds": 83337.73018029239, "iteration": 162919, "loss_fcos_cls": 0.23277033842168748, "loss_fcos_ctr": 0.6225523548200727, "loss_fcos_loc": 0.20358725148253143, "loss_mask": 0.26759209390729666, "loss_maskiou": 0.005635921472276095, "loss_sem_seg": 0.28590909438207746, "lr": 0.01, "mask_rcnn/accuracy": 0.8763544243454957, "mask_rcnn/false_negative": 0.10227432879836756, "mask_rcnn/false_positive": 0.14187741940846965, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.25, "time": 0.7732170829549432, "total_loss": 1.6282361398480134} {"data_time": 0.015789661556482315, "eta_seconds": 83344.85394574888, "iteration": 162939, "loss_fcos_cls": 0.24609759426675737, "loss_fcos_ctr": 0.6186905829235911, "loss_fcos_loc": 0.18950792483519763, "loss_mask": 0.26284430269151926, "loss_maskiou": 0.005226834386121482, "loss_sem_seg": 0.26942194160073996, "lr": 0.01, "mask_rcnn/accuracy": 0.8856614990076368, "mask_rcnn/false_negative": 0.09779488447321197, "mask_rcnn/false_positive": 0.12345723119901411, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.75, "time": 0.7860321262851357, "total_loss": 1.5797264157008613} {"data_time": 0.016406893730163574, "eta_seconds": 83372.51119395345, "iteration": 162959, "loss_fcos_cls": 0.24568055989220738, "loss_fcos_ctr": 0.6175577947869897, "loss_fcos_loc": 0.1880195054691285, "loss_mask": 0.27438570372760296, "loss_maskiou": 0.005846734638907947, "loss_sem_seg": 0.2972215646877885, "lr": 0.01, "mask_rcnn/accuracy": 0.8798376423453393, "mask_rcnn/false_negative": 0.10590307245123695, "mask_rcnn/false_positive": 0.13613280441972714, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.75, "time": 0.797338455915451, "total_loss": 1.637334668339463} {"data_time": 0.014860997907817364, "eta_seconds": 83375.75221201777, "iteration": 162979, "loss_fcos_cls": 0.2563389386050403, "loss_fcos_ctr": 0.6186730312183499, "loss_fcos_loc": 0.19833976565860212, "loss_mask": 0.27554733119904995, "loss_maskiou": 0.0056177419537561946, "loss_sem_seg": 0.2525925091467798, "lr": 0.01, "mask_rcnn/accuracy": 0.8812947785497178, "mask_rcnn/false_negative": 0.0788971206118839, "mask_rcnn/false_positive": 0.1336008612952228, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 21.25, "time": 0.7923209005966783, "total_loss": 1.5970569155106205} {"data_time": 0.01442724373191595, "eta_seconds": 83364.36080473289, "iteration": 162999, "loss_fcos_cls": 0.2515804087743163, "loss_fcos_ctr": 0.6194281885400414, "loss_fcos_loc": 0.19515798334032297, "loss_mask": 0.2622034437954426, "loss_maskiou": 0.005004111590096727, "loss_sem_seg": 0.25273700105026364, "lr": 0.01, "mask_rcnn/accuracy": 0.8844132146906382, "mask_rcnn/false_negative": 0.10146795579480157, "mask_rcnn/false_positive": 0.11324846484023567, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.0, "time": 0.7796637611463666, "total_loss": 1.6054863955396286} {"data_time": 0.016538074240088463, "eta_seconds": 83348.77882684395, "iteration": 163019, "loss_fcos_cls": 0.25665468629449606, "loss_fcos_ctr": 0.623253301717341, "loss_fcos_loc": 0.2023010243428871, "loss_mask": 0.27512528328225017, "loss_maskiou": 0.005838376389874611, "loss_sem_seg": 0.30014036130160093, "lr": 0.01, "mask_rcnn/accuracy": 0.8810951619453751, "mask_rcnn/false_negative": 0.11009878120857207, "mask_rcnn/false_positive": 0.12883466994147513, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.7808321639895439, "total_loss": 1.667696809352492} {"data_time": 0.016890401020646095, "eta_seconds": 83349.14474342298, "iteration": 163039, "loss_fcos_cls": 0.2516023630159907, "loss_fcos_ctr": 0.6235031979158521, "loss_fcos_loc": 0.2071743649430573, "loss_mask": 0.2663950780406594, "loss_maskiou": 0.005316118364135036, "loss_sem_seg": 0.2725314740091562, "lr": 0.01, "mask_rcnn/accuracy": 0.9026030379291115, "mask_rcnn/false_negative": 0.06990568914514711, "mask_rcnn/false_positive": 0.13614467490396365, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.5, "time": 0.7755195368081331, "total_loss": 1.6195379355012847} {"data_time": 0.015360823832452297, "eta_seconds": 83305.48819220625, "iteration": 163059, "loss_fcos_cls": 0.2651524832472205, "loss_fcos_ctr": 0.6232169298455119, "loss_fcos_loc": 0.21282439213246107, "loss_mask": 0.2777814967557788, "loss_maskiou": 0.0057237525907112285, "loss_sem_seg": 0.27910624630749226, "lr": 0.01, "mask_rcnn/accuracy": 0.8771631704363452, "mask_rcnn/false_negative": 0.1036182189362265, "mask_rcnn/false_positive": 0.13767534777294319, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7966909576207399, "total_loss": 1.7128556913958164} {"data_time": 0.016185027547180653, "eta_seconds": 83279.04512634128, "iteration": 163079, "loss_fcos_cls": 0.2542415144853294, "loss_fcos_ctr": 0.6210725056007504, "loss_fcos_loc": 0.19134843721985817, "loss_mask": 0.27178074419498444, "loss_maskiou": 0.0059466451275511645, "loss_sem_seg": 0.28032226115465164, "lr": 0.01, "mask_rcnn/accuracy": 0.8802397138100524, "mask_rcnn/false_negative": 0.0846858225958429, "mask_rcnn/false_positive": 0.16183567213983757, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7781923413276672, "total_loss": 1.615796666694223} {"data_time": 0.018361727707087994, "eta_seconds": 83284.08916922845, "iteration": 163099, "loss_fcos_cls": 0.24957297940272838, "loss_fcos_ctr": 0.6208545798435807, "loss_fcos_loc": 0.19522525183856487, "loss_mask": 0.27178707253187895, "loss_maskiou": 0.005119169443787541, "loss_sem_seg": 0.27342057321220636, "lr": 0.01, "mask_rcnn/accuracy": 0.8794382082101133, "mask_rcnn/false_negative": 0.10657357537884782, "mask_rcnn/false_positive": 0.1556162354823657, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.0, "time": 0.7923265276476741, "total_loss": 1.5998703605437186} {"data_time": 0.01651092153042555, "eta_seconds": 83268.50763319619, "iteration": 163119, "loss_fcos_cls": 0.2611752653028816, "loss_fcos_ctr": 0.6193393706344068, "loss_fcos_loc": 0.19583579094614834, "loss_mask": 0.2677743164822459, "loss_maskiou": 0.0054659444285789505, "loss_sem_seg": 0.25428616907447577, "lr": 0.01, "mask_rcnn/accuracy": 0.8703538981382026, "mask_rcnn/false_negative": 0.1083761015306546, "mask_rcnn/false_positive": 0.1598369454665134, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7851434852927923, "total_loss": 1.6320482670271304} {"data_time": 0.01658361777663231, "eta_seconds": 83295.4590396937, "iteration": 163139, "loss_fcos_cls": 0.266691992408596, "loss_fcos_ctr": 0.6209025774151087, "loss_fcos_loc": 0.19576787512050942, "loss_mask": 0.2628004550933838, "loss_maskiou": 0.005506003290065564, "loss_sem_seg": 0.2788626868277788, "lr": 0.01, "mask_rcnn/accuracy": 0.8835831207482994, "mask_rcnn/false_negative": 0.09628953224595294, "mask_rcnn/false_positive": 0.12371141632133156, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7651857528835535, "total_loss": 1.6385128124784387} {"data_time": 0.014594257809221745, "eta_seconds": 83294.36022850499, "iteration": 163159, "loss_fcos_cls": 0.26033878419548273, "loss_fcos_ctr": 0.6216736603528261, "loss_fcos_loc": 0.20046840672148392, "loss_mask": 0.2716636089608073, "loss_maskiou": 0.005455445760162547, "loss_sem_seg": 0.2642733820248395, "lr": 0.01, "mask_rcnn/accuracy": 0.8911969981413217, "mask_rcnn/false_negative": 0.0938467488295276, "mask_rcnn/false_positive": 0.14522119874198652, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.775471749715507, "total_loss": 1.635255689976475} {"data_time": 0.016197926364839077, "eta_seconds": 83221.76302509941, "iteration": 163179, "loss_fcos_cls": 0.26308872818481177, "loss_fcos_ctr": 0.6198143502697349, "loss_fcos_loc": 0.1891191489994526, "loss_mask": 0.28661386109888554, "loss_maskiou": 0.006031431687006261, "loss_sem_seg": 0.2757713592145592, "lr": 0.01, "mask_rcnn/accuracy": 0.8635190822690822, "mask_rcnn/false_negative": 0.10307614607846513, "mask_rcnn/false_positive": 0.1650455624815763, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7754546590149403, "total_loss": 1.654604810042656} {"data_time": 0.01765696331858635, "eta_seconds": 83206.18148906715, "iteration": 163199, "loss_fcos_cls": 0.24877753830514848, "loss_fcos_ctr": 0.6208869414404035, "loss_fcos_loc": 0.20405488403048366, "loss_mask": 0.2688498320057988, "loss_maskiou": 0.006264586991164833, "loss_sem_seg": 0.27749635046347976, "lr": 0.01, "mask_rcnn/accuracy": 0.8899046880404704, "mask_rcnn/false_negative": 0.08109577011750906, "mask_rcnn/false_positive": 0.1263753059325339, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7858183495700359, "total_loss": 1.610310009586101} {"data_time": 0.016672060824930668, "eta_seconds": 83271.08634064067, "iteration": 163219, "loss_fcos_cls": 0.2591853984631598, "loss_fcos_ctr": 0.6191866416484118, "loss_fcos_loc": 0.19242226250935346, "loss_mask": 0.26692804181948304, "loss_maskiou": 0.005327500417479314, "loss_sem_seg": 0.296590612269938, "lr": 0.01, "mask_rcnn/accuracy": 0.882562712585034, "mask_rcnn/false_negative": 0.09131037146042789, "mask_rcnn/false_positive": 0.13494111753663596, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.0, "time": 0.7863163556903601, "total_loss": 1.606173504354956} {"data_time": 0.01651531644165516, "eta_seconds": 83255.4897295693, "iteration": 163239, "loss_fcos_cls": 0.24905877432320267, "loss_fcos_ctr": 0.6184643153101206, "loss_fcos_loc": 0.18761514755897224, "loss_mask": 0.2589979497715831, "loss_maskiou": 0.005733206482545938, "loss_sem_seg": 0.26341722439974546, "lr": 0.01, "mask_rcnn/accuracy": 0.8841812668463611, "mask_rcnn/false_negative": 0.08242642843300596, "mask_rcnn/false_positive": 0.17695865492603907, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.5, "time": 0.773800928145647, "total_loss": 1.6115634243105887} {"data_time": 0.01812128070741892, "eta_seconds": 83239.89311849792, "iteration": 163259, "loss_fcos_cls": 0.2568198174703866, "loss_fcos_ctr": 0.6190031748265028, "loss_fcos_loc": 0.19473594170995057, "loss_mask": 0.2676902739331126, "loss_maskiou": 0.0052810179913649336, "loss_sem_seg": 0.27326192893087864, "lr": 0.01, "mask_rcnn/accuracy": 0.8660998032687651, "mask_rcnn/false_negative": 0.10257300695738403, "mask_rcnn/false_positive": 0.15728017261048352, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.5, "time": 0.7718564104288816, "total_loss": 1.6354467097335146} {"data_time": 0.016358472406864166, "eta_seconds": 83212.30291382503, "iteration": 163279, "loss_fcos_cls": 0.2524610790424049, "loss_fcos_ctr": 0.6222609337419271, "loss_fcos_loc": 0.1935862973332405, "loss_mask": 0.2663667621091008, "loss_maskiou": 0.005794949909613933, "loss_sem_seg": 0.26566336397081614, "lr": 0.01, "mask_rcnn/accuracy": 0.883442252383579, "mask_rcnn/false_negative": 0.09309855433754977, "mask_rcnn/false_positive": 0.1411148976118261, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7785467514768243, "total_loss": 1.6055628429021453} {"data_time": 0.015713115222752094, "eta_seconds": 83170.32570123486, "iteration": 163299, "loss_fcos_cls": 0.2506229972932488, "loss_fcos_ctr": 0.6212041629478335, "loss_fcos_loc": 0.19362295302562416, "loss_mask": 0.2569006746634841, "loss_maskiou": 0.0048685829369787825, "loss_sem_seg": 0.2645084753166884, "lr": 0.01, "mask_rcnn/accuracy": 0.8821077944164679, "mask_rcnn/false_negative": 0.0910686017867034, "mask_rcnn/false_positive": 0.13447940279396284, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7614885056391358, "total_loss": 1.5862016071732796} {"data_time": 0.015976895578205585, "eta_seconds": 83084.53453374933, "iteration": 163319, "loss_fcos_cls": 0.24721532879630104, "loss_fcos_ctr": 0.6220861487090588, "loss_fcos_loc": 0.20290848414879292, "loss_mask": 0.26483162585645914, "loss_maskiou": 0.005369625563616864, "loss_sem_seg": 0.2586994485463947, "lr": 0.01, "mask_rcnn/accuracy": 0.8904073047488226, "mask_rcnn/false_negative": 0.09716432746648332, "mask_rcnn/false_positive": 0.12093282316584553, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 24.0, "time": 0.7579971607774496, "total_loss": 1.6102645321734599} {"data_time": 0.016077847220003605, "eta_seconds": 83021.71476748306, "iteration": 163339, "loss_fcos_cls": 0.251018421840854, "loss_fcos_ctr": 0.6160223656333983, "loss_fcos_loc": 0.1955615719780326, "loss_mask": 0.26829602010548115, "loss_maskiou": 0.0057364360691281036, "loss_sem_seg": 0.24701228784397244, "lr": 0.01, "mask_rcnn/accuracy": 0.8854884486262038, "mask_rcnn/false_negative": 0.09093417576211153, "mask_rcnn/false_positive": 0.13436623783773413, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.75, "time": 0.7660418087616563, "total_loss": 1.585785287017643} {"data_time": 0.01567405555397272, "eta_seconds": 82939.00012233853, "iteration": 163359, "loss_fcos_cls": 0.25316445203498006, "loss_fcos_ctr": 0.6223010458052158, "loss_fcos_loc": 0.20541647053323686, "loss_mask": 0.2649263171479106, "loss_maskiou": 0.005647306323226076, "loss_sem_seg": 0.24827118287794292, "lr": 0.01, "mask_rcnn/accuracy": 0.8837275739538906, "mask_rcnn/false_negative": 0.09012802529893578, "mask_rcnn/false_positive": 0.14022117941499695, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7743214471265674, "total_loss": 1.5924727709279978} {"data_time": 0.015690241008996964, "eta_seconds": 82910.4451515302, "iteration": 163379, "loss_fcos_cls": 0.25591934472322464, "loss_fcos_ctr": 0.6187558243982494, "loss_fcos_loc": 0.193480514572002, "loss_mask": 0.25816150289028883, "loss_maskiou": 0.005277342614135705, "loss_sem_seg": 0.29994437331333756, "lr": 0.01, "mask_rcnn/accuracy": 0.8793274918663117, "mask_rcnn/false_negative": 0.09016133228178927, "mask_rcnn/false_positive": 0.13148840195784403, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7658899473026395, "total_loss": 1.639282614007243} {"data_time": 0.01734872069209814, "eta_seconds": 82975.01257187221, "iteration": 163399, "loss_fcos_cls": 0.25395719707012177, "loss_fcos_ctr": 0.6204630890861154, "loss_fcos_loc": 0.1939043488819152, "loss_mask": 0.26718808338046074, "loss_maskiou": 0.005785390341770835, "loss_sem_seg": 0.2736969878897071, "lr": 0.01, "mask_rcnn/accuracy": 0.8832492623964976, "mask_rcnn/false_negative": 0.08593319801601401, "mask_rcnn/false_positive": 0.15166095049364586, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.25, "time": 0.7854656344279647, "total_loss": 1.6336998400220182} {"data_time": 0.015125079080462456, "eta_seconds": 83010.65427205246, "iteration": 163419, "loss_fcos_cls": 0.2478826316073537, "loss_fcos_ctr": 0.6169530749320984, "loss_fcos_loc": 0.1905535338446498, "loss_mask": 0.26997534558176994, "loss_maskiou": 0.005509732523933053, "loss_sem_seg": 0.2579469345510006, "lr": 0.01, "mask_rcnn/accuracy": 0.8889270451770452, "mask_rcnn/false_negative": 0.10817339920984033, "mask_rcnn/false_positive": 0.1200074713927445, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7901064502075315, "total_loss": 1.6055700239339785} {"data_time": 0.01688143890351057, "eta_seconds": 82965.8425583588, "iteration": 163439, "loss_fcos_cls": 0.24847325269365683, "loss_fcos_ctr": 0.6208971599116921, "loss_fcos_loc": 0.19042759737931192, "loss_mask": 0.25837273616343737, "loss_maskiou": 0.00572069373447448, "loss_sem_seg": 0.2762443036772311, "lr": 0.01, "mask_rcnn/accuracy": 0.8769300483351236, "mask_rcnn/false_negative": 0.09773210785681688, "mask_rcnn/false_positive": 0.14919114728066693, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7730324026197195, "total_loss": 1.605058568318782} {"data_time": 0.017832530662417412, "eta_seconds": 82965.51105585042, "iteration": 163459, "loss_fcos_cls": 0.2541052191518247, "loss_fcos_ctr": 0.6177397919818759, "loss_fcos_loc": 0.1904938267543912, "loss_mask": 0.2681767041794956, "loss_maskiou": 0.0059272239159327, "loss_sem_seg": 0.28729422902688384, "lr": 0.01, "mask_rcnn/accuracy": 0.8867317908671293, "mask_rcnn/false_negative": 0.08540131446514052, "mask_rcnn/false_positive": 0.13131502831898278, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 25.25, "time": 0.7837229175493121, "total_loss": 1.6460995851884945} {"data_time": 0.015490258112549782, "eta_seconds": 82924.47471212782, "iteration": 163479, "loss_fcos_cls": 0.2513651640911121, "loss_fcos_ctr": 0.6184554221108556, "loss_fcos_loc": 0.19516136916354299, "loss_mask": 0.2601339928805828, "loss_maskiou": 0.004965148040355416, "loss_sem_seg": 0.27314349729567766, "lr": 0.01, "mask_rcnn/accuracy": 0.8990635047122297, "mask_rcnn/false_negative": 0.07363057331238938, "mask_rcnn/false_positive": 0.12303977067177088, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 25.25, "time": 0.7787848180159926, "total_loss": 1.5912814218900166} {"data_time": 0.01674420665949583, "eta_seconds": 82934.36229206715, "iteration": 163499, "loss_fcos_cls": 0.25342118414118886, "loss_fcos_ctr": 0.6200293507426977, "loss_fcos_loc": 0.19527504814323038, "loss_mask": 0.252919502556324, "loss_maskiou": 0.005609304673271254, "loss_sem_seg": 0.2761963955126703, "lr": 0.01, "mask_rcnn/accuracy": 0.9075124414519906, "mask_rcnn/false_negative": 0.0947317057816878, "mask_rcnn/false_positive": 0.10517518280538117, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.5, "time": 0.7789785731583834, "total_loss": 1.6071588275954127} {"data_time": 0.01745083834975958, "eta_seconds": 82903.556474288, "iteration": 163519, "loss_fcos_cls": 0.25188247114419937, "loss_fcos_ctr": 0.6190768461674452, "loss_fcos_loc": 0.19514869316481054, "loss_mask": 0.2646449403837323, "loss_maskiou": 0.005606947699561715, "loss_sem_seg": 0.2751385420560837, "lr": 0.01, "mask_rcnn/accuracy": 0.8833484200131665, "mask_rcnn/false_negative": 0.09434814144342027, "mask_rcnn/false_positive": 0.14159265695293546, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.25, "time": 0.7872166614979506, "total_loss": 1.605533775742515} {"data_time": 0.015738978050649166, "eta_seconds": 82887.9849532703, "iteration": 163539, "loss_fcos_cls": 0.2611303871963173, "loss_fcos_ctr": 0.6179514368996024, "loss_fcos_loc": 0.19191121496260166, "loss_mask": 0.2738544074818492, "loss_maskiou": 0.005304937745677307, "loss_sem_seg": 0.2955767912790179, "lr": 0.01, "mask_rcnn/accuracy": 0.8679421768707483, "mask_rcnn/false_negative": 0.11259122327380852, "mask_rcnn/false_positive": 0.12963999903249582, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.5, "time": 0.7892050249502063, "total_loss": 1.6425609119760338} {"data_time": 0.015695039182901382, "eta_seconds": 82862.19630714692, "iteration": 163559, "loss_fcos_cls": 0.26122353062964976, "loss_fcos_ctr": 0.620724362321198, "loss_fcos_loc": 0.20063723216298968, "loss_mask": 0.26781491097062826, "loss_maskiou": 0.005961439310340211, "loss_sem_seg": 0.28425298631191254, "lr": 0.01, "mask_rcnn/accuracy": 0.8825770145456556, "mask_rcnn/false_negative": 0.09678705743566414, "mask_rcnn/false_positive": 0.14499969273904556, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 27.25, "time": 0.7772387117147446, "total_loss": 1.626363564573694} {"data_time": 0.016354011371731758, "eta_seconds": 82834.90598503966, "iteration": 163579, "loss_fcos_cls": 0.2540040953317657, "loss_fcos_ctr": 0.6203079903498292, "loss_fcos_loc": 0.1962953752372414, "loss_mask": 0.2746246214956045, "loss_maskiou": 0.0054067560558905825, "loss_sem_seg": 0.3111596619710326, "lr": 0.01, "mask_rcnn/accuracy": 0.8725041047003907, "mask_rcnn/false_negative": 0.12031530384281457, "mask_rcnn/false_positive": 0.156183076522041, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7769952435046434, "total_loss": 1.6800494129711296} {"data_time": 0.017122804187238216, "eta_seconds": 82752.34245756269, "iteration": 163599, "loss_fcos_cls": 0.2540022828616202, "loss_fcos_ctr": 0.6175766857340932, "loss_fcos_loc": 0.19309891830198467, "loss_mask": 0.2478561531752348, "loss_maskiou": 0.005342676158761606, "loss_sem_seg": 0.2498901467770338, "lr": 0.01, "mask_rcnn/accuracy": 0.8963187939110071, "mask_rcnn/false_negative": 0.07962520744883161, "mask_rcnn/false_positive": 0.13837967394165096, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.0, "time": 0.761225139722228, "total_loss": 1.5828456839735736} {"data_time": 0.016131462529301643, "eta_seconds": 82785.43358940352, "iteration": 163619, "loss_fcos_cls": 0.26028244756162167, "loss_fcos_ctr": 0.6175967697054148, "loss_fcos_loc": 0.18994180718436837, "loss_mask": 0.26453934889286757, "loss_maskiou": 0.005004880717024207, "loss_sem_seg": 0.2816033113049343, "lr": 0.01, "mask_rcnn/accuracy": 0.864857062955052, "mask_rcnn/false_negative": 0.1169578911247334, "mask_rcnn/false_positive": 0.1382915002289299, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.75, "time": 0.7797420956194401, "total_loss": 1.6133888318727259} {"data_time": 0.01693614572286606, "eta_seconds": 82779.29069452453, "iteration": 163639, "loss_fcos_cls": 0.25139521318487823, "loss_fcos_ctr": 0.617665690369904, "loss_fcos_loc": 0.1841347852605395, "loss_mask": 0.2600008090957999, "loss_maskiou": 0.005211794603383169, "loss_sem_seg": 0.25379957957193255, "lr": 0.01, "mask_rcnn/accuracy": 0.8928675491175491, "mask_rcnn/false_negative": 0.08717479875174772, "mask_rcnn/false_positive": 0.13873298873977136, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7817709594964981, "total_loss": 1.5600841486557329} {"data_time": 0.015742295421659946, "eta_seconds": 82763.72497199569, "iteration": 163659, "loss_fcos_cls": 0.2508857778739184, "loss_fcos_ctr": 0.6210595918819308, "loss_fcos_loc": 0.20502748084254563, "loss_mask": 0.27846108097583055, "loss_maskiou": 0.006384611740941182, "loss_sem_seg": 0.2799669390078634, "lr": 0.01, "mask_rcnn/accuracy": 0.8805032658667862, "mask_rcnn/false_negative": 0.08204750575339881, "mask_rcnn/false_positive": 0.1722913266129984, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.75, "time": 0.789336983114481, "total_loss": 1.629028839935927} {"data_time": 0.01634724996984005, "eta_seconds": 82757.0689923549, "iteration": 163679, "loss_fcos_cls": 0.2550793830305338, "loss_fcos_ctr": 0.6192400045692921, "loss_fcos_loc": 0.20076671289280057, "loss_mask": 0.27312876377254725, "loss_maskiou": 0.006668313662885339, "loss_sem_seg": 0.2548968903720379, "lr": 0.01, "mask_rcnn/accuracy": 0.8645010954091501, "mask_rcnn/false_negative": 0.0980032412512713, "mask_rcnn/false_positive": 0.1764440530811281, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.8086836338043213, "total_loss": 1.6126695711063803} {"data_time": 0.017132249660789967, "eta_seconds": 82816.64308826067, "iteration": 163699, "loss_fcos_cls": 0.25164424761896953, "loss_fcos_ctr": 0.6209193137474358, "loss_fcos_loc": 0.20086939458269626, "loss_mask": 0.2806544224731624, "loss_maskiou": 0.006365151377394795, "loss_sem_seg": 0.2741986233741045, "lr": 0.01, "mask_rcnn/accuracy": 0.8698017088376049, "mask_rcnn/false_negative": 0.11127911845166463, "mask_rcnn/false_positive": 0.15485755878701296, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7838544985279441, "total_loss": 1.6579509564580803} {"data_time": 0.01768440753221512, "eta_seconds": 82761.7963254964, "iteration": 163719, "loss_fcos_cls": 0.25599118042737246, "loss_fcos_ctr": 0.6199892284348607, "loss_fcos_loc": 0.19926159165333956, "loss_mask": 0.27549832547083497, "loss_maskiou": 0.005859649456397165, "loss_sem_seg": 0.2928337682969868, "lr": 0.01, "mask_rcnn/accuracy": 0.8820467098353595, "mask_rcnn/false_negative": 0.1112454192292531, "mask_rcnn/false_positive": 0.1145843355421841, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 38.75, "time": 0.7597384825348854, "total_loss": 1.684544156996708} {"data_time": 0.014417283236980438, "eta_seconds": 82746.22217840981, "iteration": 163739, "loss_fcos_cls": 0.24862310336902738, "loss_fcos_ctr": 0.6197404880076647, "loss_fcos_loc": 0.18798468564637005, "loss_mask": 0.28352554980665445, "loss_maskiou": 0.005792759489850141, "loss_sem_seg": 0.26625763485208154, "lr": 0.01, "mask_rcnn/accuracy": 0.8685406612607979, "mask_rcnn/false_negative": 0.08822881862373583, "mask_rcnn/false_positive": 0.14422331119326715, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.25, "time": 0.7712498772889376, "total_loss": 1.6177690403419547} {"data_time": 0.0151744419708848, "eta_seconds": 82620.218390394, "iteration": 163759, "loss_fcos_cls": 0.24878100003115833, "loss_fcos_ctr": 0.6201056083664298, "loss_fcos_loc": 0.19250457198359072, "loss_mask": 0.25949961598962545, "loss_maskiou": 0.006414850213332102, "loss_sem_seg": 0.30538506153970957, "lr": 0.01, "mask_rcnn/accuracy": 0.8686338845883181, "mask_rcnn/false_negative": 0.09151383319230344, "mask_rcnn/false_positive": 0.1840806866836991, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7598699489608407, "total_loss": 1.6559407891181763} {"data_time": 0.015741685405373573, "eta_seconds": 82599.58132282924, "iteration": 163779, "loss_fcos_cls": 0.263739631511271, "loss_fcos_ctr": 0.6214801836758852, "loss_fcos_loc": 0.21338661690242589, "loss_mask": 0.2730817636474967, "loss_maskiou": 0.005195681398618035, "loss_sem_seg": 0.3025038212072104, "lr": 0.01, "mask_rcnn/accuracy": 0.8748735980878838, "mask_rcnn/false_negative": 0.1152234208410515, "mask_rcnn/false_positive": 0.13332905827125788, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.25, "time": 0.7792874770238996, "total_loss": 1.6599421180144418} {"data_time": 0.014856806956231594, "eta_seconds": 82568.56593811233, "iteration": 163799, "loss_fcos_cls": 0.25012357579544187, "loss_fcos_ctr": 0.6213900009170175, "loss_fcos_loc": 0.1902404892607592, "loss_mask": 0.26055398723110557, "loss_maskiou": 0.0056839539465727285, "loss_sem_seg": 0.2639167681336403, "lr": 0.01, "mask_rcnn/accuracy": 0.8863305532082373, "mask_rcnn/false_negative": 0.10626180658215825, "mask_rcnn/false_positive": 0.13307906025266414, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.7638569744303823, "total_loss": 1.6173192930727964} {"data_time": 0.015719282440841198, "eta_seconds": 82568.47652007919, "iteration": 163819, "loss_fcos_cls": 0.26330327487085015, "loss_fcos_ctr": 0.6203362038359046, "loss_fcos_loc": 0.20013682352146134, "loss_mask": 0.2680113734677434, "loss_maskiou": 0.0050568547849252354, "loss_sem_seg": 0.2962367949075997, "lr": 0.01, "mask_rcnn/accuracy": 0.8683586009185082, "mask_rcnn/false_negative": 0.09745171205864092, "mask_rcnn/false_positive": 0.14099095397708877, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7894389741122723, "total_loss": 1.6764388239389518} {"data_time": 0.016621867194771767, "eta_seconds": 82578.93161132745, "iteration": 163839, "loss_fcos_cls": 0.25573321676347405, "loss_fcos_ctr": 0.6207780316472054, "loss_fcos_loc": 0.20077462389599532, "loss_mask": 0.26683585112914443, "loss_maskiou": 0.005792465555714443, "loss_sem_seg": 0.29441190510988235, "lr": 0.01, "mask_rcnn/accuracy": 0.8838405015866442, "mask_rcnn/false_negative": 0.1056444081398393, "mask_rcnn/false_positive": 0.1394975960119716, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.75, "time": 0.7766493391245604, "total_loss": 1.6534756447017571} {"data_time": 0.017954209819436073, "eta_seconds": 82563.37431032024, "iteration": 163859, "loss_fcos_cls": 0.244759181747213, "loss_fcos_ctr": 0.6196771445684135, "loss_fcos_loc": 0.19362877774983644, "loss_mask": 0.2658625394105911, "loss_maskiou": 0.0057059086466324516, "loss_sem_seg": 0.2584514757618308, "lr": 0.01, "mask_rcnn/accuracy": 0.9017836896663427, "mask_rcnn/false_negative": 0.08692658193020791, "mask_rcnn/false_positive": 0.1130819149738107, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.25, "time": 0.7737006964161992, "total_loss": 1.6071441538952058} {"data_time": 0.016502792946994305, "eta_seconds": 82578.75160284061, "iteration": 163879, "loss_fcos_cls": 0.2497300449758768, "loss_fcos_ctr": 0.6175857800990343, "loss_fcos_loc": 0.19086633541155607, "loss_mask": 0.27143025677651167, "loss_maskiou": 0.006015542727254797, "loss_sem_seg": 0.2998473313637078, "lr": 0.01, "mask_rcnn/accuracy": 0.8842553325678097, "mask_rcnn/false_negative": 0.1038746046136983, "mask_rcnn/false_positive": 0.13320457263990876, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7796877678483725, "total_loss": 1.6592029700696003} {"data_time": 0.01640797033905983, "eta_seconds": 82547.00190604571, "iteration": 163899, "loss_fcos_cls": 0.2540071594994515, "loss_fcos_ctr": 0.6177369626238942, "loss_fcos_loc": 0.2010725310537964, "loss_mask": 0.2725799810141325, "loss_maskiou": 0.005832871167513076, "loss_sem_seg": 0.30965004255995154, "lr": 0.01, "mask_rcnn/accuracy": 0.8908291491199654, "mask_rcnn/false_negative": 0.10836178449925601, "mask_rcnn/false_positive": 0.12368799579531839, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.75, "time": 0.7799696242436767, "total_loss": 1.6652360447478713} {"data_time": 0.015303497202694416, "eta_seconds": 82531.44182613958, "iteration": 163919, "loss_fcos_cls": 0.26453707308974117, "loss_fcos_ctr": 0.6223040851764381, "loss_fcos_loc": 0.19417217664886266, "loss_mask": 0.26868448918685317, "loss_maskiou": 0.005358242429792881, "loss_sem_seg": 0.317813022993505, "lr": 0.01, "mask_rcnn/accuracy": 0.8791775043350674, "mask_rcnn/false_negative": 0.09532511623872236, "mask_rcnn/false_positive": 0.13300123957936344, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7793517550453544, "total_loss": 1.6550069787263055} {"data_time": 0.017080909572541714, "eta_seconds": 82487.9107657969, "iteration": 163939, "loss_fcos_cls": 0.25480669690296054, "loss_fcos_ctr": 0.6218103775754571, "loss_fcos_loc": 0.2060927338898182, "loss_mask": 0.2835825188085437, "loss_maskiou": 0.005239925521891564, "loss_sem_seg": 0.2816282657440752, "lr": 0.01, "mask_rcnn/accuracy": 0.857156143707483, "mask_rcnn/false_negative": 0.08131687624138006, "mask_rcnn/false_positive": 0.1809238022003752, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.0, "time": 0.7684535542502999, "total_loss": 1.6388065862993244} {"data_time": 0.01664693932980299, "eta_seconds": 82454.12980562355, "iteration": 163959, "loss_fcos_cls": 0.25603594025596976, "loss_fcos_ctr": 0.620771805755794, "loss_fcos_loc": 0.2023654046934098, "loss_mask": 0.2665163488127291, "loss_maskiou": 0.005757667422585655, "loss_sem_seg": 0.2669883109629154, "lr": 0.01, "mask_rcnn/accuracy": 0.876418803280806, "mask_rcnn/false_negative": 0.10299227125283067, "mask_rcnn/false_positive": 0.14837400056806288, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7584330812096596, "total_loss": 1.6435722345704562} {"data_time": 0.015277587808668613, "eta_seconds": 82442.84873453062, "iteration": 163979, "loss_fcos_cls": 0.2616598142776638, "loss_fcos_ctr": 0.6223865943029523, "loss_fcos_loc": 0.20258556283079088, "loss_mask": 0.26665320340543985, "loss_maskiou": 0.006422383812605403, "loss_sem_seg": 0.27935760864056647, "lr": 0.01, "mask_rcnn/accuracy": 0.8796067852113463, "mask_rcnn/false_negative": 0.09555501673002612, "mask_rcnn/false_positive": 0.15438908555445924, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7972592432051897, "total_loss": 1.6224057872605044} {"data_time": 0.01735147275030613, "eta_seconds": 82441.24634960294, "iteration": 163999, "loss_fcos_cls": 0.25471319258213043, "loss_fcos_ctr": 0.6199252973310649, "loss_fcos_loc": 0.19766807847190648, "loss_mask": 0.271814220584929, "loss_maskiou": 0.005800089027616195, "loss_sem_seg": 0.26641532126814127, "lr": 0.01, "mask_rcnn/accuracy": 0.8748636058418666, "mask_rcnn/false_negative": 0.10002965999261543, "mask_rcnn/false_positive": 0.1331355916555393, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.75, "time": 0.7982617225497961, "total_loss": 1.6112858523629257} {"data_time": 0.016705316491425037, "eta_seconds": 82418.02472898737, "iteration": 164019, "loss_fcos_cls": 0.2549518921878189, "loss_fcos_ctr": 0.6199071044102311, "loss_fcos_loc": 0.19390684505924582, "loss_mask": 0.2596460459753871, "loss_maskiou": 0.005708797732950188, "loss_sem_seg": 0.29189264634624124, "lr": 0.01, "mask_rcnn/accuracy": 0.8885019468313642, "mask_rcnn/false_negative": 0.09448555510404222, "mask_rcnn/false_positive": 0.11988494501882341, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.75, "time": 0.7717728838324547, "total_loss": 1.6549685737409163} {"data_time": 0.014966639690101147, "eta_seconds": 82417.34036536235, "iteration": 164039, "loss_fcos_cls": 0.26528904994484037, "loss_fcos_ctr": 0.622443750500679, "loss_fcos_loc": 0.20169363170862198, "loss_mask": 0.28640167508274317, "loss_maskiou": 0.00534870193223469, "loss_sem_seg": 0.2914526844397187, "lr": 0.01, "mask_rcnn/accuracy": 0.8741230867346939, "mask_rcnn/false_negative": 0.10841857843175573, "mask_rcnn/false_positive": 0.13351154233516296, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7833061218261719, "total_loss": 1.6739233869957388} {"data_time": 0.016111603006720543, "eta_seconds": 82401.78420028929, "iteration": 164059, "loss_fcos_cls": 0.2534489028621465, "loss_fcos_ctr": 0.6220454880967736, "loss_fcos_loc": 0.19722494832240045, "loss_mask": 0.27539445366710424, "loss_maskiou": 0.006035329897713382, "loss_sem_seg": 0.2780146347358823, "lr": 0.01, "mask_rcnn/accuracy": 0.8694065741050518, "mask_rcnn/false_negative": 0.10371290877788511, "mask_rcnn/false_positive": 0.14582935820281573, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7850857032462955, "total_loss": 1.6447573936384288} {"data_time": 0.017284645698964596, "eta_seconds": 82379.02712801099, "iteration": 164079, "loss_fcos_cls": 0.26266559795476496, "loss_fcos_ctr": 0.61722157523036, "loss_fcos_loc": 0.18852007761597633, "loss_mask": 0.2620659191161394, "loss_maskiou": 0.00501500534301158, "loss_sem_seg": 0.2815362154506147, "lr": 0.01, "mask_rcnn/accuracy": 0.8933189985817247, "mask_rcnn/false_negative": 0.0914072756334656, "mask_rcnn/false_positive": 0.1330139967681374, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7766395062208176, "total_loss": 1.6491722844730248} {"data_time": 0.014397747814655304, "eta_seconds": 82363.472322613, "iteration": 164099, "loss_fcos_cls": 0.26437448407523334, "loss_fcos_ctr": 0.6227691024541855, "loss_fcos_loc": 0.2011599896941334, "loss_mask": 0.2791659440845251, "loss_maskiou": 0.0059114611212862656, "loss_sem_seg": 0.2850322173908353, "lr": 0.01, "mask_rcnn/accuracy": 0.8729153531129736, "mask_rcnn/false_negative": 0.10108154086958551, "mask_rcnn/false_positive": 0.1382393227295704, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.782630892470479, "total_loss": 1.6499611077285863} {"data_time": 0.016062339767813683, "eta_seconds": 82347.91751721501, "iteration": 164119, "loss_fcos_cls": 0.26014320517424494, "loss_fcos_ctr": 0.62021872587502, "loss_fcos_loc": 0.20345646562054753, "loss_mask": 0.2677551065571606, "loss_maskiou": 0.005901252829062287, "loss_sem_seg": 0.2561125014908612, "lr": 0.01, "mask_rcnn/accuracy": 0.8731518017358186, "mask_rcnn/false_negative": 0.10523020182495134, "mask_rcnn/false_positive": 0.13748159561990445, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 38.25, "time": 0.7850802857428789, "total_loss": 1.6024118678469677} {"data_time": 0.017425852827727795, "eta_seconds": 82339.55953999702, "iteration": 164139, "loss_fcos_cls": 0.2565742847509682, "loss_fcos_ctr": 0.6219549393281341, "loss_fcos_loc": 0.20025334600359201, "loss_mask": 0.28137246891856194, "loss_maskiou": 0.006025510068866424, "loss_sem_seg": 0.2544678347185254, "lr": 0.01, "mask_rcnn/accuracy": 0.8777209747535377, "mask_rcnn/false_negative": 0.11825566656366555, "mask_rcnn/false_positive": 0.144956295207708, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.773768006823957, "total_loss": 1.6266522299483768} {"data_time": 0.017347569577395916, "eta_seconds": 82324.00337492395, "iteration": 164159, "loss_fcos_cls": 0.2639017233159393, "loss_fcos_ctr": 0.6182943759486079, "loss_fcos_loc": 0.1924876836128533, "loss_mask": 0.26825893949717283, "loss_maskiou": 0.005762298038462177, "loss_sem_seg": 0.26556441583670676, "lr": 0.01, "mask_rcnn/accuracy": 0.9012253940037553, "mask_rcnn/false_negative": 0.08806126076419263, "mask_rcnn/false_positive": 0.12121634490858224, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7775681745260954, "total_loss": 1.6376586380501976} {"data_time": 0.019966606982052326, "eta_seconds": 82317.96097208466, "iteration": 164179, "loss_fcos_cls": 0.24965456733480096, "loss_fcos_ctr": 0.61667934153229, "loss_fcos_loc": 0.1814701321418397, "loss_mask": 0.26782496739178896, "loss_maskiou": 0.005762774504546542, "loss_sem_seg": 0.2970943839754909, "lr": 0.01, "mask_rcnn/accuracy": 0.8830587715855573, "mask_rcnn/false_negative": 0.09866264129708702, "mask_rcnn/false_positive": 0.13664235414315806, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7820348488166928, "total_loss": 1.6217350430670194} {"data_time": 0.01653690915554762, "eta_seconds": 82292.89104477782, "iteration": 164199, "loss_fcos_cls": 0.2517201032023877, "loss_fcos_ctr": 0.6172209307551384, "loss_fcos_loc": 0.18719475879333913, "loss_mask": 0.26750826369971037, "loss_maskiou": 0.0063622687084716745, "loss_sem_seg": 0.30564750265330076, "lr": 0.01, "mask_rcnn/accuracy": 0.8755264902571198, "mask_rcnn/false_negative": 0.10942371658371235, "mask_rcnn/false_positive": 0.13174106808739328, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.780558311380446, "total_loss": 1.6237338055216242} {"data_time": 0.016280140727758408, "eta_seconds": 82265.24565717205, "iteration": 164219, "loss_fcos_cls": 0.26313154259696603, "loss_fcos_ctr": 0.6201208424754441, "loss_fcos_loc": 0.19980944541748613, "loss_mask": 0.2615366708487272, "loss_maskiou": 0.005626391437544953, "loss_sem_seg": 0.3057183837518096, "lr": 0.01, "mask_rcnn/accuracy": 0.8717853123836599, "mask_rcnn/false_negative": 0.10030665363952998, "mask_rcnn/false_positive": 0.15442465244684295, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7750974120572209, "total_loss": 1.6789035546316882} {"data_time": 0.01693735085427761, "eta_seconds": 82249.69177780673, "iteration": 164239, "loss_fcos_cls": 0.26767589105293155, "loss_fcos_ctr": 0.620349164120853, "loss_fcos_loc": 0.2068568222457543, "loss_mask": 0.2749897800385952, "loss_maskiou": 0.005691273690899834, "loss_sem_seg": 0.2981668937718496, "lr": 0.01, "mask_rcnn/accuracy": 0.8759273105794042, "mask_rcnn/false_negative": 0.10220994548291204, "mask_rcnn/false_positive": 0.13474666278266437, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7640712568536401, "total_loss": 1.6602923965547234} {"data_time": 0.016004780307412148, "eta_seconds": 82266.92046773527, "iteration": 164259, "loss_fcos_cls": 0.2431068462319672, "loss_fcos_ctr": 0.6205998826771975, "loss_fcos_loc": 0.20851178490556777, "loss_mask": 0.2804750697687268, "loss_maskiou": 0.006355534860631451, "loss_sem_seg": 0.2698358679190278, "lr": 0.01, "mask_rcnn/accuracy": 0.8572976609049184, "mask_rcnn/false_negative": 0.11677634676297734, "mask_rcnn/false_positive": 0.1659880499228421, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 35.75, "time": 0.7916147205978632, "total_loss": 1.6497762029175647} {"data_time": 0.017774026840925217, "eta_seconds": 82297.00680482294, "iteration": 164279, "loss_fcos_cls": 0.2514518543612212, "loss_fcos_ctr": 0.6200884766876698, "loss_fcos_loc": 0.19143742648884654, "loss_mask": 0.26065700966864824, "loss_maskiou": 0.005320401680364739, "loss_sem_seg": 0.27309543918818235, "lr": 0.01, "mask_rcnn/accuracy": 0.8833773688046648, "mask_rcnn/false_negative": 0.09182441013110015, "mask_rcnn/false_positive": 0.14056644825347192, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.75, "time": 0.7922674864530563, "total_loss": 1.6091822366943234} {"data_time": 0.016434713266789913, "eta_seconds": 82336.34061612841, "iteration": 164299, "loss_fcos_cls": 0.2493831169558689, "loss_fcos_ctr": 0.6181124849244952, "loss_fcos_loc": 0.19282518059480935, "loss_mask": 0.2873301990330219, "loss_maskiou": 0.005919308081502095, "loss_sem_seg": 0.2676605945453048, "lr": 0.01, "mask_rcnn/accuracy": 0.8760176484386859, "mask_rcnn/false_negative": 0.0973487200426395, "mask_rcnn/false_positive": 0.14838499354053655, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.25, "time": 0.7997112898156047, "total_loss": 1.6360289040167117} {"data_time": 0.015513015910983086, "eta_seconds": 82347.41960644629, "iteration": 164319, "loss_fcos_cls": 0.24763061432167888, "loss_fcos_ctr": 0.6190309403464198, "loss_fcos_loc": 0.18882415618281811, "loss_mask": 0.2765742586925626, "loss_maskiou": 0.005804578060633503, "loss_sem_seg": 0.2566208417993039, "lr": 0.01, "mask_rcnn/accuracy": 0.8783116371548619, "mask_rcnn/false_negative": 0.11266826821765465, "mask_rcnn/false_positive": 0.13790173605907521, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.25, "time": 0.7681793244555593, "total_loss": 1.5882820569095202} {"data_time": 0.015816979110240936, "eta_seconds": 82399.00576190371, "iteration": 164339, "loss_fcos_cls": 0.24535438371822238, "loss_fcos_ctr": 0.617107623256743, "loss_fcos_loc": 0.18883641681168228, "loss_mask": 0.26036521326750517, "loss_maskiou": 0.005533001844014507, "loss_sem_seg": 0.2825714088976383, "lr": 0.01, "mask_rcnn/accuracy": 0.8793231905646419, "mask_rcnn/false_negative": 0.0993588086415439, "mask_rcnn/false_positive": 0.15453323804720864, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7922184830531478, "total_loss": 1.606956806674134} {"data_time": 0.01647663675248623, "eta_seconds": 82383.40889915172, "iteration": 164359, "loss_fcos_cls": 0.2608918894547969, "loss_fcos_ctr": 0.6203448120504618, "loss_fcos_loc": 0.19481586222536862, "loss_mask": 0.26422874070703983, "loss_maskiou": 0.005937780835665762, "loss_sem_seg": 0.32257494470104575, "lr": 0.01, "mask_rcnn/accuracy": 0.8850603621730382, "mask_rcnn/false_negative": 0.09713151299358197, "mask_rcnn/false_positive": 0.15056845677556696, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.5, "time": 0.7658366346731782, "total_loss": 1.6661001684260555} {"data_time": 0.016819839365780354, "eta_seconds": 82383.91081589554, "iteration": 164379, "loss_fcos_cls": 0.26447594666387886, "loss_fcos_ctr": 0.6204515304416418, "loss_fcos_loc": 0.20384379755705595, "loss_mask": 0.26407346967607737, "loss_maskiou": 0.005540224476135336, "loss_sem_seg": 0.2630451382137835, "lr": 0.01, "mask_rcnn/accuracy": 0.8832455212198516, "mask_rcnn/false_negative": 0.10626462687068008, "mask_rcnn/false_positive": 0.122587564582049, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.7757211634889245, "total_loss": 1.6244538811733946} {"data_time": 0.01759242732077837, "eta_seconds": 82313.37810019124, "iteration": 164399, "loss_fcos_cls": 0.24469193536788225, "loss_fcos_ctr": 0.6194609692320228, "loss_fcos_loc": 0.1909325398155488, "loss_mask": 0.26490645157173276, "loss_maskiou": 0.0053292891825549304, "loss_sem_seg": 0.24596399907022715, "lr": 0.01, "mask_rcnn/accuracy": 0.8584443224964404, "mask_rcnn/false_negative": 0.10465249055142864, "mask_rcnn/false_positive": 0.18747337380550588, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 39.25, "time": 0.769355128519237, "total_loss": 1.585286256391555} {"data_time": 0.016888161189854145, "eta_seconds": 82176.11794111319, "iteration": 164419, "loss_fcos_cls": 0.24303669994696975, "loss_fcos_ctr": 0.6207982543855906, "loss_fcos_loc": 0.19976513285655528, "loss_mask": 0.25978328473865986, "loss_maskiou": 0.00520110647630645, "loss_sem_seg": 0.25182519666850567, "lr": 0.01, "mask_rcnn/accuracy": 0.893702071737786, "mask_rcnn/false_negative": 0.10107133052161286, "mask_rcnn/false_positive": 0.1263305947297537, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7704820930957794, "total_loss": 1.60429224424297} {"data_time": 0.01589825563132763, "eta_seconds": 82185.62864051107, "iteration": 164439, "loss_fcos_cls": 0.26130254700547084, "loss_fcos_ctr": 0.6146484343335032, "loss_fcos_loc": 0.18885930301621556, "loss_mask": 0.2707041995599866, "loss_maskiou": 0.005264944604277844, "loss_sem_seg": 0.27674243855290115, "lr": 0.01, "mask_rcnn/accuracy": 0.891295948203843, "mask_rcnn/false_negative": 0.08534767421301995, "mask_rcnn/false_positive": 0.14510824847163734, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.5, "time": 0.7833254393190145, "total_loss": 1.6161989016545704} {"data_time": 0.018163928762078285, "eta_seconds": 82111.31966867391, "iteration": 164459, "loss_fcos_cls": 0.26831677462905645, "loss_fcos_ctr": 0.6224854104220867, "loss_fcos_loc": 0.19956697127781808, "loss_mask": 0.2761895349249244, "loss_maskiou": 0.005677007422491442, "loss_sem_seg": 0.2710360246710479, "lr": 0.01, "mask_rcnn/accuracy": 0.8852476888191174, "mask_rcnn/false_negative": 0.09664169900322755, "mask_rcnn/false_positive": 0.1331234771769867, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7505820589140058, "total_loss": 1.6504446891776752} {"data_time": 0.015507659874856472, "eta_seconds": 82095.75958876777, "iteration": 164479, "loss_fcos_cls": 0.2625168114900589, "loss_fcos_ctr": 0.6230152314528823, "loss_fcos_loc": 0.20438628317788243, "loss_mask": 0.2699946309439838, "loss_maskiou": 0.005529602727619931, "loss_sem_seg": 0.2937547022011131, "lr": 0.01, "mask_rcnn/accuracy": 0.8868210442071566, "mask_rcnn/false_negative": 0.0890998058261799, "mask_rcnn/false_positive": 0.1267452073090676, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 25.75, "time": 0.7810535319149494, "total_loss": 1.6401132758910535} {"data_time": 0.015308469533920288, "eta_seconds": 82094.62056141347, "iteration": 164499, "loss_fcos_cls": 0.2649166500195861, "loss_fcos_ctr": 0.6211538328789175, "loss_fcos_loc": 0.19535994180478156, "loss_mask": 0.26429025642573833, "loss_maskiou": 0.00546325202594744, "loss_sem_seg": 0.27107745688408613, "lr": 0.01, "mask_rcnn/accuracy": 0.8889566980638409, "mask_rcnn/false_negative": 0.0965084463830609, "mask_rcnn/false_positive": 0.12285376660608642, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7848454425111413, "total_loss": 1.6257602203768329} {"data_time": 0.016236500814557076, "eta_seconds": 82079.05774768442, "iteration": 164519, "loss_fcos_cls": 0.24609070317819715, "loss_fcos_ctr": 0.6215649917721748, "loss_fcos_loc": 0.2020960549125448, "loss_mask": 0.28217294719070196, "loss_maskiou": 0.005442019857582636, "loss_sem_seg": 0.27471961406990886, "lr": 0.01, "mask_rcnn/accuracy": 0.8816394404147201, "mask_rcnn/false_negative": 0.09346570770422422, "mask_rcnn/false_positive": 0.15100566068310844, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7813020097091794, "total_loss": 1.6217974840474199} {"data_time": 0.016961803659796715, "eta_seconds": 82055.8404941922, "iteration": 164539, "loss_fcos_cls": 0.26123735308647156, "loss_fcos_ctr": 0.6235173996537924, "loss_fcos_loc": 0.20314628107007593, "loss_mask": 0.2925800494849682, "loss_maskiou": 0.00666664753225632, "loss_sem_seg": 0.2770638782531023, "lr": 0.01, "mask_rcnn/accuracy": 0.8809831816249227, "mask_rcnn/false_negative": 0.08181897408070152, "mask_rcnn/false_positive": 0.15979981094319007, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.75, "time": 0.7777677504345775, "total_loss": 1.6365719107925543} {"data_time": 0.016437090002000332, "eta_seconds": 82033.51926914323, "iteration": 164559, "loss_fcos_cls": 0.2606245414353907, "loss_fcos_ctr": 0.6224093418568373, "loss_fcos_loc": 0.2057091814931482, "loss_mask": 0.27253586426377296, "loss_maskiou": 0.005907240585656837, "loss_sem_seg": 0.2520926636643708, "lr": 0.01, "mask_rcnn/accuracy": 0.8892006802721089, "mask_rcnn/false_negative": 0.07894740438914022, "mask_rcnn/false_positive": 0.10590937387826121, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.25, "time": 0.7703476352617145, "total_loss": 1.6194566922422382} {"data_time": 0.015888369642198086, "eta_seconds": 82032.36930649728, "iteration": 164579, "loss_fcos_cls": 0.2566517568193376, "loss_fcos_ctr": 0.6202612244524062, "loss_fcos_loc": 0.1923612846294418, "loss_mask": 0.26392683666199446, "loss_maskiou": 0.005207104259170592, "loss_sem_seg": 0.29093840159475803, "lr": 0.01, "mask_rcnn/accuracy": 0.874824082175243, "mask_rcnn/false_negative": 0.09947753488594992, "mask_rcnn/false_positive": 0.15210151386275034, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.5, "time": 0.7905216002836823, "total_loss": 1.6285130741889589} {"data_time": 0.01500773523002863, "eta_seconds": 82106.61452197749, "iteration": 164599, "loss_fcos_cls": 0.2625696072354913, "loss_fcos_ctr": 0.6209160201251507, "loss_fcos_loc": 0.20842894981615245, "loss_mask": 0.278913670219481, "loss_maskiou": 0.005704845345462672, "loss_sem_seg": 0.27420225250534713, "lr": 0.01, "mask_rcnn/accuracy": 0.8764716015716632, "mask_rcnn/false_negative": 0.10867315625948701, "mask_rcnn/false_positive": 0.13975914971176367, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7877018973231316, "total_loss": 1.636706238721672} {"data_time": 0.018923956900835037, "eta_seconds": 82085.01993012428, "iteration": 164619, "loss_fcos_cls": 0.25993789883796126, "loss_fcos_ctr": 0.6216097269207239, "loss_fcos_loc": 0.20069920644164085, "loss_mask": 0.2587334718555212, "loss_maskiou": 0.005569428431044798, "loss_sem_seg": 0.2934933707001619, "lr": 0.01, "mask_rcnn/accuracy": 0.8866145490454246, "mask_rcnn/false_negative": 0.10858720691899944, "mask_rcnn/false_positive": 0.13674864292348676, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 36.5, "time": 0.7667941572144628, "total_loss": 1.6396849508964806} {"data_time": 0.016830796375870705, "eta_seconds": 82051.26717667561, "iteration": 164639, "loss_fcos_cls": 0.26301587582565844, "loss_fcos_ctr": 0.6213916400447488, "loss_fcos_loc": 0.19311553286388516, "loss_mask": 0.2778825992718339, "loss_maskiou": 0.005587906940490939, "loss_sem_seg": 0.29030033154413104, "lr": 0.01, "mask_rcnn/accuracy": 0.8734136927656714, "mask_rcnn/false_negative": 0.09018682486757527, "mask_rcnn/false_positive": 0.16565234960857772, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.0, "time": 0.7745738755911589, "total_loss": 1.655923223515856} {"data_time": 0.018740898929536343, "eta_seconds": 81970.11805158108, "iteration": 164659, "loss_fcos_cls": 0.2533817703370005, "loss_fcos_ctr": 0.6195541508495808, "loss_fcos_loc": 0.19187988271005452, "loss_mask": 0.2605770928785205, "loss_maskiou": 0.005168189716641791, "loss_sem_seg": 0.30778529588133097, "lr": 0.01, "mask_rcnn/accuracy": 0.8849702593325042, "mask_rcnn/false_negative": 0.0851085805720811, "mask_rcnn/false_positive": 0.14856052572161532, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.25, "time": 0.7684225356206298, "total_loss": 1.6051795287494315} {"data_time": 0.01618158258497715, "eta_seconds": 81927.69270995446, "iteration": 164679, "loss_fcos_cls": 0.26536895520985126, "loss_fcos_ctr": 0.6224378508049995, "loss_fcos_loc": 0.2113575350958854, "loss_mask": 0.2839201716706157, "loss_maskiou": 0.006159422500786604, "loss_sem_seg": 0.3006127099506557, "lr": 0.01, "mask_rcnn/accuracy": 0.8730737721918036, "mask_rcnn/false_negative": 0.09479727451456477, "mask_rcnn/false_positive": 0.15657365339402518, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7749411249533296, "total_loss": 1.6961016582936281} {"data_time": 0.0164778009057045, "eta_seconds": 81912.13499730267, "iteration": 164699, "loss_fcos_cls": 0.27140702586621046, "loss_fcos_ctr": 0.6183425253257155, "loss_fcos_loc": 0.19388259621337056, "loss_mask": 0.27497447188943624, "loss_maskiou": 0.00568630267662229, "loss_sem_seg": 0.2902586837299168, "lr": 0.01, "mask_rcnn/accuracy": 0.9004616132167153, "mask_rcnn/false_negative": 0.08355623658575292, "mask_rcnn/false_positive": 0.10727561148909026, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7911126278340816, "total_loss": 1.6578478995215846} {"data_time": 0.015032854862511158, "eta_seconds": 81887.02872774936, "iteration": 164719, "loss_fcos_cls": 0.2588141206651926, "loss_fcos_ctr": 0.6228153868578374, "loss_fcos_loc": 0.20237208425533026, "loss_mask": 0.27624661894515157, "loss_maskiou": 0.005234911157458555, "loss_sem_seg": 0.2535657719708979, "lr": 0.01, "mask_rcnn/accuracy": 0.8770833333333333, "mask_rcnn/false_negative": 0.08983986101590452, "mask_rcnn/false_positive": 0.14025438715609018, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.0, "time": 0.7608938384801149, "total_loss": 1.6284676478680922} {"data_time": 0.016459165140986443, "eta_seconds": 81892.16011835262, "iteration": 164739, "loss_fcos_cls": 0.2549005337059498, "loss_fcos_ctr": 0.6233855728060007, "loss_fcos_loc": 0.20479786931537092, "loss_mask": 0.2655886812135577, "loss_maskiou": 0.005468203074997291, "loss_sem_seg": 0.29097713716328144, "lr": 0.01, "mask_rcnn/accuracy": 0.8737941244318795, "mask_rcnn/false_negative": 0.099605438704473, "mask_rcnn/false_positive": 0.1754039471113468, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7964650169014931, "total_loss": 1.660664575480041} {"data_time": 0.015507432632148266, "eta_seconds": 81892.30398293585, "iteration": 164759, "loss_fcos_cls": 0.26646128622815013, "loss_fcos_ctr": 0.622814167290926, "loss_fcos_loc": 0.20132842368911952, "loss_mask": 0.26919461600482464, "loss_maskiou": 0.005817924466100521, "loss_sem_seg": 0.2939693443477154, "lr": 0.01, "mask_rcnn/accuracy": 0.8883369137128536, "mask_rcnn/false_negative": 0.10321654430033637, "mask_rcnn/false_positive": 0.11238756329991065, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7822813550010324, "total_loss": 1.6564647278210032} {"data_time": 0.0159422243013978, "eta_seconds": 81920.91805859376, "iteration": 164779, "loss_fcos_cls": 0.2558471349766478, "loss_fcos_ctr": 0.6210954608395696, "loss_fcos_loc": 0.20273446384817362, "loss_mask": 0.2794940257444978, "loss_maskiou": 0.005569552129600197, "loss_sem_seg": 0.2638198188506067, "lr": 0.01, "mask_rcnn/accuracy": 0.8651450053705693, "mask_rcnn/false_negative": 0.12094043177618286, "mask_rcnn/false_positive": 0.13795344725250225, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7844005711376667, "total_loss": 1.6481003723311005} {"data_time": 0.014896626584231853, "eta_seconds": 81880.35521090962, "iteration": 164799, "loss_fcos_cls": 0.25698506180197, "loss_fcos_ctr": 0.6229135897010565, "loss_fcos_loc": 0.20018674992024899, "loss_mask": 0.26820647343993187, "loss_maskiou": 0.006063521665055305, "loss_sem_seg": 0.32159433886408806, "lr": 0.01, "mask_rcnn/accuracy": 0.8842782267179023, "mask_rcnn/false_negative": 0.09965346781833087, "mask_rcnn/false_positive": 0.1256782176992309, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.5, "time": 0.773926024325192, "total_loss": 1.6905226460658014} {"data_time": 0.016815747134387493, "eta_seconds": 81845.6155417487, "iteration": 164819, "loss_fcos_cls": 0.24913914501667023, "loss_fcos_ctr": 0.6210660068318248, "loss_fcos_loc": 0.18943316728109494, "loss_mask": 0.2751302854157984, "loss_maskiou": 0.005696759602869861, "loss_sem_seg": 0.28092798055149615, "lr": 0.01, "mask_rcnn/accuracy": 0.8889881890650333, "mask_rcnn/false_negative": 0.09355558168895566, "mask_rcnn/false_positive": 0.15081565698810356, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7832886967808008, "total_loss": 1.633066919312114} {"data_time": 0.0165591137483716, "eta_seconds": 81873.49770001415, "iteration": 164839, "loss_fcos_cls": 0.26867570588365197, "loss_fcos_ctr": 0.6201704572886229, "loss_fcos_loc": 0.2012836280046031, "loss_mask": 0.2859696978703141, "loss_maskiou": 0.005972836923319846, "loss_sem_seg": 0.2974868619348854, "lr": 0.01, "mask_rcnn/accuracy": 0.8982833758503401, "mask_rcnn/false_negative": 0.0785709606706364, "mask_rcnn/false_positive": 0.13497124243768457, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 28.5, "time": 0.7804200518876314, "total_loss": 1.6841780629620189} {"data_time": 0.014003926888108253, "eta_seconds": 81869.78485626541, "iteration": 164859, "loss_fcos_cls": 0.2561226855032146, "loss_fcos_ctr": 0.6192874647676945, "loss_fcos_loc": 0.20195345603860915, "loss_mask": 0.27175417728722095, "loss_maskiou": 0.0057658390869619325, "loss_sem_seg": 0.27018084190785885, "lr": 0.01, "mask_rcnn/accuracy": 0.8871441169060217, "mask_rcnn/false_negative": 0.09208083145920216, "mask_rcnn/false_positive": 0.12353701412402274, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.75, "time": 0.7828091848641634, "total_loss": 1.6082831939129392} {"data_time": 0.015765631571412086, "eta_seconds": 81864.64283764642, "iteration": 164879, "loss_fcos_cls": 0.26835662801750004, "loss_fcos_ctr": 0.6232456071302295, "loss_fcos_loc": 0.21252445166464895, "loss_mask": 0.2776227742433548, "loss_maskiou": 0.005393082166847307, "loss_sem_seg": 0.27997456514276564, "lr": 0.01, "mask_rcnn/accuracy": 0.8598872384774805, "mask_rcnn/false_negative": 0.10167511064930265, "mask_rcnn/false_positive": 0.16227984056347394, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.75, "time": 0.793017664924264, "total_loss": 1.6640757323839352} {"data_time": 0.015001006424427032, "eta_seconds": 81861.71203844529, "iteration": 164899, "loss_fcos_cls": 0.2527463084552437, "loss_fcos_ctr": 0.6225236784666777, "loss_fcos_loc": 0.19808944640681148, "loss_mask": 0.27633534651249647, "loss_maskiou": 0.0055149580621218774, "loss_sem_seg": 0.2936330877710134, "lr": 0.01, "mask_rcnn/accuracy": 0.8800154737375719, "mask_rcnn/false_negative": 0.08962584436770113, "mask_rcnn/false_positive": 0.16282395168396846, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7980177281424403, "total_loss": 1.670514982935856} {"data_time": 0.015347148291766644, "eta_seconds": 81823.06486034207, "iteration": 164919, "loss_fcos_cls": 0.2558777357917279, "loss_fcos_ctr": 0.6184954410418868, "loss_fcos_loc": 0.18410085118375719, "loss_mask": 0.26071825064718723, "loss_maskiou": 0.005439858607132919, "loss_sem_seg": 0.2813406647183001, "lr": 0.01, "mask_rcnn/accuracy": 0.8926377125089751, "mask_rcnn/false_negative": 0.08824943999542417, "mask_rcnn/false_positive": 0.13190442192112126, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7774114264175296, "total_loss": 1.609196169039933} {"data_time": 0.01796144712716341, "eta_seconds": 81835.76051545143, "iteration": 164939, "loss_fcos_cls": 0.2631363064283505, "loss_fcos_ctr": 0.6209599126596004, "loss_fcos_loc": 0.20104839163832366, "loss_mask": 0.28930698707699776, "loss_maskiou": 0.005646499332215171, "loss_sem_seg": 0.2722124201245606, "lr": 0.01, "mask_rcnn/accuracy": 0.8611533555729984, "mask_rcnn/false_negative": 0.10999547714448929, "mask_rcnn/false_positive": 0.14173286763288195, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.5, "time": 0.7856377484276891, "total_loss": 1.6685402424336644} {"data_time": 0.014816202223300934, "eta_seconds": 81830.22707530484, "iteration": 164959, "loss_fcos_cls": 0.2672940428601578, "loss_fcos_ctr": 0.6214882750064135, "loss_fcos_loc": 0.19431340717710555, "loss_mask": 0.26444843877106905, "loss_maskiou": 0.005683778304955922, "loss_sem_seg": 0.2794058814179152, "lr": 0.01, "mask_rcnn/accuracy": 0.8720443596849821, "mask_rcnn/false_negative": 0.10705169743169476, "mask_rcnn/false_positive": 0.1395061106943118, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.75, "time": 0.7790637174621224, "total_loss": 1.6341700649209088} {"data_time": 0.016134309582412243, "eta_seconds": 81814.64644924924, "iteration": 164979, "loss_fcos_cls": 0.25746245472691953, "loss_fcos_ctr": 0.6210726723074913, "loss_fcos_loc": 0.20267733256332576, "loss_mask": 0.27405783254653215, "loss_maskiou": 0.005781633368314942, "loss_sem_seg": 0.2512999875470996, "lr": 0.01, "mask_rcnn/accuracy": 0.8827427455357143, "mask_rcnn/false_negative": 0.1137134476836788, "mask_rcnn/false_positive": 0.1279393773314692, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 38.25, "time": 0.7939280671998858, "total_loss": 1.5938400389713934} {"data_time": 0.017204957082867622, "eta_seconds": 81783.82342459913, "iteration": 164999, "loss_fcos_cls": 0.25609445688314736, "loss_fcos_ctr": 0.6181056564673781, "loss_fcos_loc": 0.19171239854767919, "loss_mask": 0.265209156088531, "loss_maskiou": 0.00560019830300007, "loss_sem_seg": 0.26241980004124343, "lr": 0.01, "mask_rcnn/accuracy": 0.8814572704081634, "mask_rcnn/false_negative": 0.08698607012600437, "mask_rcnn/false_positive": 0.16805867026456411, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.7805617824196815, "total_loss": 1.5996805922477506} {"data_time": 0.015970257110893726, "eta_seconds": 81773.44566178322, "iteration": 165019, "loss_fcos_cls": 0.26002929121023044, "loss_fcos_ctr": 0.6182874860242009, "loss_fcos_loc": 0.19877472647931427, "loss_mask": 0.2698344513773918, "loss_maskiou": 0.005118511748150922, "loss_sem_seg": 0.2521854043006897, "lr": 0.01, "mask_rcnn/accuracy": 0.89138216780451, "mask_rcnn/false_negative": 0.10834338576236058, "mask_rcnn/false_positive": 0.1297101928564674, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.25, "time": 0.7780202012509108, "total_loss": 1.6111955885353382} {"data_time": 0.015928548760712147, "eta_seconds": 81757.86694836617, "iteration": 165039, "loss_fcos_cls": 0.2621291233226657, "loss_fcos_ctr": 0.620902088470757, "loss_fcos_loc": 0.21110519839567132, "loss_mask": 0.27637406531721354, "loss_maskiou": 0.005125841802509967, "loss_sem_seg": 0.29027608409523964, "lr": 0.01, "mask_rcnn/accuracy": 0.8708176915159305, "mask_rcnn/false_negative": 0.09190611948999097, "mask_rcnn/false_positive": 0.1598475543570818, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.5, "time": 0.7943138144910336, "total_loss": 1.6768069406534778} {"data_time": 0.01745155919343233, "eta_seconds": 81714.05153652094, "iteration": 165059, "loss_fcos_cls": 0.26077881059609354, "loss_fcos_ctr": 0.6209585992619395, "loss_fcos_loc": 0.19759927317500114, "loss_mask": 0.26996442489326, "loss_maskiou": 0.006199003113579238, "loss_sem_seg": 0.3053478146903217, "lr": 0.01, "mask_rcnn/accuracy": 0.8924197409733123, "mask_rcnn/false_negative": 0.10370235038650426, "mask_rcnn/false_positive": 0.1331935138189801, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7696250723674893, "total_loss": 1.6889798066404182} {"data_time": 0.016264360398054123, "eta_seconds": 81726.70952153206, "iteration": 165079, "loss_fcos_cls": 0.2595404894091189, "loss_fcos_ctr": 0.6187912034802139, "loss_fcos_loc": 0.20566359569784254, "loss_mask": 0.27981182653456926, "loss_maskiou": 0.005975762192974798, "loss_sem_seg": 0.3102362798526883, "lr": 0.01, "mask_rcnn/accuracy": 0.8829776330174928, "mask_rcnn/false_negative": 0.09523265895415275, "mask_rcnn/false_positive": 0.17227471070864225, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.7924558687955141, "total_loss": 1.6679322995914845} {"data_time": 0.016679557040333748, "eta_seconds": 81682.90487257205, "iteration": 165099, "loss_fcos_cls": 0.25228846771642566, "loss_fcos_ctr": 0.6214155936613679, "loss_fcos_loc": 0.19449511595303193, "loss_mask": 0.266337838023901, "loss_maskiou": 0.005124613002408296, "loss_sem_seg": 0.2791604255326092, "lr": 0.01, "mask_rcnn/accuracy": 0.8799014491340877, "mask_rcnn/false_negative": 0.11808305885817943, "mask_rcnn/false_positive": 0.15046502915029925, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.0, "time": 0.7747654346749187, "total_loss": 1.633825911070744} {"data_time": 0.016846653074026108, "eta_seconds": 81651.1827227911, "iteration": 165119, "loss_fcos_cls": 0.26180437387665734, "loss_fcos_ctr": 0.6208600644022226, "loss_fcos_loc": 0.20193894975818694, "loss_mask": 0.27622183319181204, "loss_maskiou": 0.005712673562811688, "loss_sem_seg": 0.28827820159494877, "lr": 0.01, "mask_rcnn/accuracy": 0.8784000842363212, "mask_rcnn/false_negative": 0.0835085825683991, "mask_rcnn/false_positive": 0.15020779978305432, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.25, "time": 0.7674691472202539, "total_loss": 1.6672401373070898} {"data_time": 0.01542255561798811, "eta_seconds": 81642.85264643282, "iteration": 165139, "loss_fcos_cls": 0.26574299298226833, "loss_fcos_ctr": 0.6211226545274258, "loss_fcos_loc": 0.20624683855567127, "loss_mask": 0.2683113468810916, "loss_maskiou": 0.005608236577245407, "loss_sem_seg": 0.2519482537172735, "lr": 0.01, "mask_rcnn/accuracy": 0.8925190379955321, "mask_rcnn/false_negative": 0.09085477923216975, "mask_rcnn/false_positive": 0.12384180755271892, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.75, "time": 0.7827630713582039, "total_loss": 1.6257170245517045} {"data_time": 0.014418471604585648, "eta_seconds": 81620.0422177529, "iteration": 165159, "loss_fcos_cls": 0.2561476584523916, "loss_fcos_ctr": 0.6205003568902612, "loss_fcos_loc": 0.19794005528092384, "loss_mask": 0.2687047375366092, "loss_maskiou": 0.005985212017549202, "loss_sem_seg": 0.284919016296044, "lr": 0.01, "mask_rcnn/accuracy": 0.8791299870357979, "mask_rcnn/false_negative": 0.09870950024944727, "mask_rcnn/false_positive": 0.14473321223520746, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.25, "time": 0.7757177604362369, "total_loss": 1.6289649371174164} {"data_time": 0.014842355623841286, "eta_seconds": 81604.4719652338, "iteration": 165179, "loss_fcos_cls": 0.2540552499704063, "loss_fcos_ctr": 0.6233090376481414, "loss_fcos_loc": 0.20389732625335455, "loss_mask": 0.2836248492822051, "loss_maskiou": 0.005906670856347773, "loss_sem_seg": 0.29546093149110675, "lr": 0.01, "mask_rcnn/accuracy": 0.8656511175898931, "mask_rcnn/false_negative": 0.11918245975033762, "mask_rcnn/false_positive": 0.16461995949381153, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7750490661710501, "total_loss": 1.6493844181095483} {"data_time": 0.0157439187169075, "eta_seconds": 81571.82675471995, "iteration": 165199, "loss_fcos_cls": 0.2574583445675671, "loss_fcos_ctr": 0.619982386007905, "loss_fcos_loc": 0.19671291997656226, "loss_mask": 0.2662471691146493, "loss_maskiou": 0.0061479871765186545, "loss_sem_seg": 0.25852736458182335, "lr": 0.01, "mask_rcnn/accuracy": 0.8863021982441626, "mask_rcnn/false_negative": 0.09524241861171392, "mask_rcnn/false_positive": 0.14336750599049938, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.0, "time": 0.7757460903376341, "total_loss": 1.5788815954510937} {"data_time": 0.016659140586853027, "eta_seconds": 81612.4684741376, "iteration": 165219, "loss_fcos_cls": 0.25013590254820883, "loss_fcos_ctr": 0.6193187842145562, "loss_fcos_loc": 0.19565150327980518, "loss_mask": 0.27990283258259296, "loss_maskiou": 0.0056691687714192085, "loss_sem_seg": 0.2781519084237516, "lr": 0.01, "mask_rcnn/accuracy": 0.8799572294514135, "mask_rcnn/false_negative": 0.10070630005005138, "mask_rcnn/false_positive": 0.11782837591364734, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.75, "time": 0.7864666627719998, "total_loss": 1.6274805688299239} {"data_time": 0.017480763606727123, "eta_seconds": 81596.89075136837, "iteration": 165239, "loss_fcos_cls": 0.2559301657602191, "loss_fcos_ctr": 0.6199289727956057, "loss_fcos_loc": 0.1962645190069452, "loss_mask": 0.2751864930614829, "loss_maskiou": 0.006363580701872706, "loss_sem_seg": 0.2596613992936909, "lr": 0.01, "mask_rcnn/accuracy": 0.887575606950507, "mask_rcnn/false_negative": 0.09494397657875779, "mask_rcnn/false_positive": 0.13741511553802727, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.75, "time": 0.7733982764184475, "total_loss": 1.629501415649429} {"data_time": 0.016485425643622875, "eta_seconds": 81556.15334160719, "iteration": 165259, "loss_fcos_cls": 0.2552454851102084, "loss_fcos_ctr": 0.6217388976365328, "loss_fcos_loc": 0.20044973818585277, "loss_mask": 0.27487011160701513, "loss_maskiou": 0.006285210896749049, "loss_sem_seg": 0.2980799633078277, "lr": 0.01, "mask_rcnn/accuracy": 0.8852498030462185, "mask_rcnn/false_negative": 0.11404651225065471, "mask_rcnn/false_positive": 0.12531774655838057, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.25, "time": 0.7787629328668118, "total_loss": 1.651063210236316} {"data_time": 0.016230665147304535, "eta_seconds": 81533.85121243447, "iteration": 165279, "loss_fcos_cls": 0.2531779892742634, "loss_fcos_ctr": 0.6192100113257766, "loss_fcos_loc": 0.19676533079473302, "loss_mask": 0.2636702936142683, "loss_maskiou": 0.005235041186097078, "loss_sem_seg": 0.27604346768930554, "lr": 0.01, "mask_rcnn/accuracy": 0.8800402253099822, "mask_rcnn/false_negative": 0.0919256740120839, "mask_rcnn/false_positive": 0.1440198065562437, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.25, "time": 0.7816703747957945, "total_loss": 1.6407592164068774} {"data_time": 0.014898579567670822, "eta_seconds": 81493.99178486783, "iteration": 165299, "loss_fcos_cls": 0.25831507705152035, "loss_fcos_ctr": 0.6162641565315425, "loss_fcos_loc": 0.18750163237564266, "loss_mask": 0.2798119094222784, "loss_maskiou": 0.0059748942439910024, "loss_sem_seg": 0.3106204094365239, "lr": 0.01, "mask_rcnn/accuracy": 0.8596216146533943, "mask_rcnn/false_negative": 0.12021598173016196, "mask_rcnn/false_positive": 0.14890432842208934, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.0, "time": 0.7787237921729684, "total_loss": 1.6371580249542603} {"data_time": 0.015706895850598812, "eta_seconds": 81495.48019760009, "iteration": 165319, "loss_fcos_cls": 0.24868522072210908, "loss_fcos_ctr": 0.62203458417207, "loss_fcos_loc": 0.20099356723949313, "loss_mask": 0.270701308734715, "loss_maskiou": 0.005739931082644034, "loss_sem_seg": 0.28742375364527106, "lr": 0.01, "mask_rcnn/accuracy": 0.8817727258039036, "mask_rcnn/false_negative": 0.0920989483920623, "mask_rcnn/false_positive": 0.15153373920178054, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.0, "time": 0.7743243807926774, "total_loss": 1.6386197293613805} {"data_time": 0.01490224152803421, "eta_seconds": 81462.85779692698, "iteration": 165339, "loss_fcos_cls": 0.258671767776832, "loss_fcos_ctr": 0.6192941199988127, "loss_fcos_loc": 0.19825777388177812, "loss_mask": 0.2697599772363901, "loss_maskiou": 0.005642303804052062, "loss_sem_seg": 0.2584364162757993, "lr": 0.01, "mask_rcnn/accuracy": 0.8869159158881956, "mask_rcnn/false_negative": 0.1037702663281464, "mask_rcnn/false_positive": 0.14619478181271417, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7825623555108905, "total_loss": 1.648497761474573} {"data_time": 0.015231303870677948, "eta_seconds": 81471.56467872113, "iteration": 165359, "loss_fcos_cls": 0.24561741901561618, "loss_fcos_ctr": 0.6195465950295329, "loss_fcos_loc": 0.19900898734340444, "loss_mask": 0.27577755134552717, "loss_maskiou": 0.00576086257933639, "loss_sem_seg": 0.2816182249225676, "lr": 0.01, "mask_rcnn/accuracy": 0.8753462099125364, "mask_rcnn/false_negative": 0.10616652192092846, "mask_rcnn/false_positive": 0.1653949378801131, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7854964435100555, "total_loss": 1.6344233469717437} {"data_time": 0.015692414715886116, "eta_seconds": 81462.71583002154, "iteration": 165379, "loss_fcos_cls": 0.25260435487143695, "loss_fcos_ctr": 0.6198227303102612, "loss_fcos_loc": 0.1952458720188588, "loss_mask": 0.2658891174942255, "loss_maskiou": 0.005954129213932902, "loss_sem_seg": 0.28889446007087827, "lr": 0.01, "mask_rcnn/accuracy": 0.8767478013752341, "mask_rcnn/false_negative": 0.0944636102318494, "mask_rcnn/false_positive": 0.14989359046605802, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.75, "time": 0.798180784098804, "total_loss": 1.6256110667891335} {"data_time": 0.016283398494124413, "eta_seconds": 81474.53411563765, "iteration": 165399, "loss_fcos_cls": 0.26039239671081305, "loss_fcos_ctr": 0.6209815633483231, "loss_fcos_loc": 0.20636534655932337, "loss_mask": 0.2853371696546674, "loss_maskiou": 0.005930875209742226, "loss_sem_seg": 0.2893944405950606, "lr": 0.01, "mask_rcnn/accuracy": 0.8636276209618046, "mask_rcnn/false_negative": 0.10932962954482017, "mask_rcnn/false_positive": 0.17648864680205845, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.5, "time": 0.7856070976704359, "total_loss": 1.6667306402232498} {"data_time": 0.01567345578223467, "eta_seconds": 81474.275013634, "iteration": 165419, "loss_fcos_cls": 0.2572237756103277, "loss_fcos_ctr": 0.6194230560213327, "loss_fcos_loc": 0.19839600753039122, "loss_mask": 0.2712303278967738, "loss_maskiou": 0.005078716989373788, "loss_sem_seg": 0.2710646230261773, "lr": 0.01, "mask_rcnn/accuracy": 0.8662107535321821, "mask_rcnn/false_negative": 0.11314611675353757, "mask_rcnn/false_positive": 0.15662295322575331, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.75, "time": 0.7846523029729724, "total_loss": 1.6243633266531106} {"data_time": 0.015006103552877903, "eta_seconds": 81477.2114205677, "iteration": 165439, "loss_fcos_cls": 0.25823773187585175, "loss_fcos_ctr": 0.6203205790370703, "loss_fcos_loc": 0.20224317500833422, "loss_mask": 0.28764095716178417, "loss_maskiou": 0.005346218225895427, "loss_sem_seg": 0.31061768834479153, "lr": 0.01, "mask_rcnn/accuracy": 0.8827409941249227, "mask_rcnn/false_negative": 0.09323051095424371, "mask_rcnn/false_positive": 0.13437141065591074, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7836009673774242, "total_loss": 1.664635949753574} {"data_time": 0.017992621287703514, "eta_seconds": 81540.69962757826, "iteration": 165459, "loss_fcos_cls": 0.26912485086359084, "loss_fcos_ctr": 0.6210702680982649, "loss_fcos_loc": 0.20122727798298, "loss_mask": 0.27865076810121536, "loss_maskiou": 0.005738829186157091, "loss_sem_seg": 0.3269567433744669, "lr": 0.01, "mask_rcnn/accuracy": 0.8758850234890018, "mask_rcnn/false_negative": 0.1008327236618761, "mask_rcnn/false_positive": 0.15769443427828334, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.0, "time": 0.7859323900192976, "total_loss": 1.6988223208027193} {"data_time": 0.018811739049851894, "eta_seconds": 81545.0653607184, "iteration": 165479, "loss_fcos_cls": 0.2625764599069953, "loss_fcos_ctr": 0.6190664088353515, "loss_fcos_loc": 0.1951652157586068, "loss_mask": 0.2619213745929301, "loss_maskiou": 0.005492216630955227, "loss_sem_seg": 0.29800545424222946, "lr": 0.01, "mask_rcnn/accuracy": 0.8782288483575248, "mask_rcnn/false_negative": 0.08071837656548903, "mask_rcnn/false_positive": 0.15170732441653906, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.75, "time": 0.784205430187285, "total_loss": 1.6520754666780704} {"data_time": 0.016901426017284393, "eta_seconds": 81500.31232933328, "iteration": 165499, "loss_fcos_cls": 0.2721873689442873, "loss_fcos_ctr": 0.6224919436499476, "loss_fcos_loc": 0.19953168579377234, "loss_mask": 0.2833545319736004, "loss_maskiou": 0.006333084558718838, "loss_sem_seg": 0.31216138042509556, "lr": 0.01, "mask_rcnn/accuracy": 0.8739680383022774, "mask_rcnn/false_negative": 0.11160225199811716, "mask_rcnn/false_positive": 0.13698660176933375, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 26.0, "time": 0.7659251606091857, "total_loss": 1.691595719428733} {"data_time": 0.015168754383921623, "eta_seconds": 81433.92834695522, "iteration": 165519, "loss_fcos_cls": 0.25902511656749994, "loss_fcos_ctr": 0.6197747234255075, "loss_fcos_loc": 0.1923365369439125, "loss_mask": 0.27553305868059397, "loss_maskiou": 0.005831860144098755, "loss_sem_seg": 0.2877716631628573, "lr": 0.01, "mask_rcnn/accuracy": 0.8719131916835998, "mask_rcnn/false_negative": 0.10179382544074543, "mask_rcnn/false_positive": 0.14376198683852842, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7753206128254533, "total_loss": 1.6688681093364721} {"data_time": 0.015909149311482906, "eta_seconds": 81485.3445671834, "iteration": 165539, "loss_fcos_cls": 0.2597704364452511, "loss_fcos_ctr": 0.6217143898829818, "loss_fcos_loc": 0.1993940678657964, "loss_mask": 0.2770204050466418, "loss_maskiou": 0.005521646860870533, "loss_sem_seg": 0.2935841269791126, "lr": 0.01, "mask_rcnn/accuracy": 0.8824994513934606, "mask_rcnn/false_negative": 0.10906091956695904, "mask_rcnn/false_positive": 0.1343449046393377, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7871542945504189, "total_loss": 1.6990380782954162} {"data_time": 0.016994653269648552, "eta_seconds": 81495.96688940655, "iteration": 165559, "loss_fcos_cls": 0.2622668648837134, "loss_fcos_ctr": 0.6210166215896606, "loss_fcos_loc": 0.20193788059987128, "loss_mask": 0.2764236144721508, "loss_maskiou": 0.005488925278768875, "loss_sem_seg": 0.2875690944492817, "lr": 0.01, "mask_rcnn/accuracy": 0.8841471568466096, "mask_rcnn/false_negative": 0.10309469169273516, "mask_rcnn/false_positive": 0.1270657187503657, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.0, "time": 0.7755324169993401, "total_loss": 1.657057422264188} {"data_time": 0.0165557237342, "eta_seconds": 81447.10109728575, "iteration": 165579, "loss_fcos_cls": 0.2642498738132417, "loss_fcos_ctr": 0.6205362821929157, "loss_fcos_loc": 0.21185250394046307, "loss_mask": 0.27086123172193766, "loss_maskiou": 0.0056203535496024415, "loss_sem_seg": 0.2712050573900342, "lr": 0.01, "mask_rcnn/accuracy": 0.8653811428046122, "mask_rcnn/false_negative": 0.11784922410013166, "mask_rcnn/false_positive": 0.13122406318636043, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.0, "time": 0.7751290565356612, "total_loss": 1.6548760978112114} {"data_time": 0.015781777910888195, "eta_seconds": 81418.14491311461, "iteration": 165599, "loss_fcos_cls": 0.2583606685511768, "loss_fcos_ctr": 0.6220524720847607, "loss_fcos_loc": 0.19409039826132357, "loss_mask": 0.26494261529296637, "loss_maskiou": 0.006137381686130539, "loss_sem_seg": 0.3011534861288965, "lr": 0.01, "mask_rcnn/accuracy": 0.9042835884353742, "mask_rcnn/false_negative": 0.08298447917386251, "mask_rcnn/false_positive": 0.10341589162232162, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.25, "time": 0.7814655685797334, "total_loss": 1.6287368345365394} {"data_time": 0.016940840519964695, "eta_seconds": 81408.29452389851, "iteration": 165619, "loss_fcos_cls": 0.25860563036985695, "loss_fcos_ctr": 0.6210691910237074, "loss_fcos_loc": 0.19484607584308833, "loss_mask": 0.262325884308666, "loss_maskiou": 0.00577623798744753, "loss_sem_seg": 0.2842827537097037, "lr": 0.01, "mask_rcnn/accuracy": 0.8751639941690963, "mask_rcnn/false_negative": 0.10511777615705697, "mask_rcnn/false_positive": 0.14300409255278695, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.7737164748832583, "total_loss": 1.6232239309028955} {"data_time": 0.01603139564394951, "eta_seconds": 81407.33904879168, "iteration": 165639, "loss_fcos_cls": 0.2745015951804817, "loss_fcos_ctr": 0.6196309486404061, "loss_fcos_loc": 0.20325984444934875, "loss_mask": 0.27466448955237865, "loss_maskiou": 0.005954859851044603, "loss_sem_seg": 0.29015649342909455, "lr": 0.01, "mask_rcnn/accuracy": 0.8973730493267016, "mask_rcnn/false_negative": 0.10355845184527349, "mask_rcnn/false_positive": 0.1284920983618314, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.75, "time": 0.7830434264615178, "total_loss": 1.6752223782241344} {"data_time": 0.015265634283423424, "eta_seconds": 81391.73794511333, "iteration": 165659, "loss_fcos_cls": 0.26317776821088046, "loss_fcos_ctr": 0.6227324982173741, "loss_fcos_loc": 0.20520637172739953, "loss_mask": 0.2752026580274105, "loss_maskiou": 0.005863296828465536, "loss_sem_seg": 0.32088867854326963, "lr": 0.01, "mask_rcnn/accuracy": 0.8624388385553137, "mask_rcnn/false_negative": 0.0861459641084191, "mask_rcnn/false_positive": 0.17697255227343442, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7728435210883617, "total_loss": 1.6946414362500946} {"data_time": 0.015515957027673721, "eta_seconds": 81369.10232204199, "iteration": 165679, "loss_fcos_cls": 0.2595606104005128, "loss_fcos_ctr": 0.6167481453157961, "loss_fcos_loc": 0.19144410267472267, "loss_mask": 0.2651029396802187, "loss_maskiou": 0.005419918663392309, "loss_sem_seg": 0.3157891989685595, "lr": 0.01, "mask_rcnn/accuracy": 0.8893705086788453, "mask_rcnn/false_negative": 0.09190814279169177, "mask_rcnn/false_positive": 0.12982569808406652, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7604791978374124, "total_loss": 1.6300606389268069} {"data_time": 0.01560225524008274, "eta_seconds": 81247.46054774802, "iteration": 165699, "loss_fcos_cls": 0.26695603667758405, "loss_fcos_ctr": 0.6177148250862956, "loss_fcos_loc": 0.19238687097094953, "loss_mask": 0.2692661276087165, "loss_maskiou": 0.005902618999243714, "loss_sem_seg": 0.26947249309159815, "lr": 0.01, "mask_rcnn/accuracy": 0.9002957162198827, "mask_rcnn/false_negative": 0.06764267439177131, "mask_rcnn/false_positive": 0.13763750560851076, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.75, "time": 0.7641281541436911, "total_loss": 1.6351350177355926} {"data_time": 0.016239318065345287, "eta_seconds": 81224.23813297413, "iteration": 165719, "loss_fcos_cls": 0.25046943221241236, "loss_fcos_ctr": 0.6228145309723914, "loss_fcos_loc": 0.20127117243828252, "loss_mask": 0.26930042542517185, "loss_maskiou": 0.005786352339782752, "loss_sem_seg": 0.27528291614726186, "lr": 0.01, "mask_rcnn/accuracy": 0.8709844081075053, "mask_rcnn/false_negative": 0.1210141546920544, "mask_rcnn/false_positive": 0.1287517900742377, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.750876646488905, "total_loss": 1.630581251476542} {"data_time": 0.01654639933258295, "eta_seconds": 81243.99295809492, "iteration": 165739, "loss_fcos_cls": 0.2723391130566597, "loss_fcos_ctr": 0.6228052256628871, "loss_fcos_loc": 0.20301511324942112, "loss_mask": 0.26438815612345934, "loss_maskiou": 0.005004391787224449, "loss_sem_seg": 0.2707910044118762, "lr": 0.01, "mask_rcnn/accuracy": 0.887607411385607, "mask_rcnn/false_negative": 0.09692373732980442, "mask_rcnn/false_positive": 0.13716782377741926, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.25, "time": 0.7887181434780359, "total_loss": 1.6274450075361528} {"data_time": 0.016241694800555706, "eta_seconds": 81228.40822498128, "iteration": 165759, "loss_fcos_cls": 0.2608266251627356, "loss_fcos_ctr": 0.621506080031395, "loss_fcos_loc": 0.2039440404623747, "loss_mask": 0.272189830429852, "loss_maskiou": 0.005586169121670537, "loss_sem_seg": 0.2916582552716136, "lr": 0.01, "mask_rcnn/accuracy": 0.8845461795829443, "mask_rcnn/false_negative": 0.09798401109267008, "mask_rcnn/false_positive": 0.1435412879017322, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7760658003389835, "total_loss": 1.6554262571808067} {"data_time": 0.016384080983698368, "eta_seconds": 81212.82349186763, "iteration": 165779, "loss_fcos_cls": 0.2536585616180673, "loss_fcos_ctr": 0.6229334669187665, "loss_fcos_loc": 0.20391902432311326, "loss_mask": 0.2623776104301214, "loss_maskiou": 0.005375576081860345, "loss_sem_seg": 0.3134909518994391, "lr": 0.01, "mask_rcnn/accuracy": 0.8719985599603827, "mask_rcnn/false_negative": 0.09230079982367444, "mask_rcnn/false_positive": 0.1474283663643393, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 27.75, "time": 0.7848694790154696, "total_loss": 1.6505747100381996} {"data_time": 0.01606541033834219, "eta_seconds": 81286.87035143282, "iteration": 165799, "loss_fcos_cls": 0.2622000137344003, "loss_fcos_ctr": 0.6202847501263022, "loss_fcos_loc": 0.19972244405653328, "loss_mask": 0.27653450705111027, "loss_maskiou": 0.006003595990478061, "loss_sem_seg": 0.3088050296064466, "lr": 0.01, "mask_rcnn/accuracy": 0.8503477283770651, "mask_rcnn/false_negative": 0.10248482980448846, "mask_rcnn/false_positive": 0.16857488759144265, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 34.0, "time": 0.7941857948899269, "total_loss": 1.689574252370221} {"data_time": 0.015758211724460125, "eta_seconds": 81259.90403670073, "iteration": 165819, "loss_fcos_cls": 0.2706963415257633, "loss_fcos_ctr": 0.6237916424870491, "loss_fcos_loc": 0.21133398497477174, "loss_mask": 0.2744788462296128, "loss_maskiou": 0.005114185907586943, "loss_sem_seg": 0.3215434900484979, "lr": 0.01, "mask_rcnn/accuracy": 0.8759172375243804, "mask_rcnn/false_negative": 0.09802136192502865, "mask_rcnn/false_positive": 0.1346400257715928, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.25, "time": 0.7740926677361131, "total_loss": 1.687302041304065} {"data_time": 0.01680023316293955, "eta_seconds": 81236.71325149015, "iteration": 165839, "loss_fcos_cls": 0.25311318156309426, "loss_fcos_ctr": 0.6190694514662027, "loss_fcos_loc": 0.19715251072193496, "loss_mask": 0.26794167794287205, "loss_maskiou": 0.005390463586081751, "loss_sem_seg": 0.3024658178910613, "lr": 0.01, "mask_rcnn/accuracy": 0.8784865926184138, "mask_rcnn/false_negative": 0.09786350589681422, "mask_rcnn/false_positive": 0.1380172220888316, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7589886048808694, "total_loss": 1.6203897955501816} {"data_time": 0.015795938670635223, "eta_seconds": 81192.11945411097, "iteration": 165859, "loss_fcos_cls": 0.257705983472988, "loss_fcos_ctr": 0.6199770094826818, "loss_fcos_loc": 0.20215776469558477, "loss_mask": 0.26960703544318676, "loss_maskiou": 0.005999671804602258, "loss_sem_seg": 0.28671793336980045, "lr": 0.01, "mask_rcnn/accuracy": 0.8859015630061549, "mask_rcnn/false_negative": 0.09869033909892812, "mask_rcnn/false_positive": 0.1433631645052143, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7778778588399291, "total_loss": 1.6372376031795284} {"data_time": 0.015919975005090237, "eta_seconds": 81157.15924741421, "iteration": 165879, "loss_fcos_cls": 0.250974397175014, "loss_fcos_ctr": 0.621363163460046, "loss_fcos_loc": 0.19653759943321347, "loss_mask": 0.2872085887938738, "loss_maskiou": 0.005690859237802215, "loss_sem_seg": 0.26843741070479155, "lr": 0.01, "mask_rcnn/accuracy": 0.8844454933136046, "mask_rcnn/false_negative": 0.08530986176013784, "mask_rcnn/false_positive": 0.15190613554505822, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 36.75, "time": 0.7760016527026892, "total_loss": 1.630452343437355} {"data_time": 0.015433207154273987, "eta_seconds": 81119.31509318575, "iteration": 165899, "loss_fcos_cls": 0.24725878261961043, "loss_fcos_ctr": 0.6192861804738641, "loss_fcos_loc": 0.19296122598461807, "loss_mask": 0.28257971443235874, "loss_maskiou": 0.005656590874423273, "loss_sem_seg": 0.2789269438944757, "lr": 0.01, "mask_rcnn/accuracy": 0.8787405411602843, "mask_rcnn/false_negative": 0.09718045627410486, "mask_rcnn/false_positive": 0.14712113773824678, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.75, "time": 0.7836546646431088, "total_loss": 1.6368680699670222} {"data_time": 0.016465764492750168, "eta_seconds": 81166.51259425562, "iteration": 165919, "loss_fcos_cls": 0.2717850760091096, "loss_fcos_ctr": 0.6249043038114905, "loss_fcos_loc": 0.20979720237664878, "loss_mask": 0.28026930429041386, "loss_maskiou": 0.005652877989632543, "loss_sem_seg": 0.26232071639969945, "lr": 0.01, "mask_rcnn/accuracy": 0.8764163350746997, "mask_rcnn/false_negative": 0.10560512551778484, "mask_rcnn/false_positive": 0.13504228253287387, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.0, "time": 0.7860323106870055, "total_loss": 1.6820251882454613} {"data_time": 0.01519711036235094, "eta_seconds": 81135.69752915483, "iteration": 165939, "loss_fcos_cls": 0.23965021315962076, "loss_fcos_ctr": 0.6216893019154668, "loss_fcos_loc": 0.19354799122083932, "loss_mask": 0.2723979973234236, "loss_maskiou": 0.006226454032002948, "loss_sem_seg": 0.2811404326930642, "lr": 0.01, "mask_rcnn/accuracy": 0.87702276323047, "mask_rcnn/false_negative": 0.09804833560629925, "mask_rcnn/false_positive": 0.13409742480173215, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.7731825495138764, "total_loss": 1.6451394810792408} {"data_time": 0.016462327912449837, "eta_seconds": 81102.58190469444, "iteration": 165959, "loss_fcos_cls": 0.25145829375833273, "loss_fcos_ctr": 0.6197831928730011, "loss_fcos_loc": 0.19653087796177715, "loss_mask": 0.2708967961370945, "loss_maskiou": 0.005919353527133353, "loss_sem_seg": 0.2919700308702886, "lr": 0.01, "mask_rcnn/accuracy": 0.8746014892443463, "mask_rcnn/false_negative": 0.12375515577977603, "mask_rcnn/false_positive": 0.11297251612054174, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7708766963332891, "total_loss": 1.6102356896590209} {"data_time": 0.015880492515861988, "eta_seconds": 81021.72471332364, "iteration": 165979, "loss_fcos_cls": 0.25561796547845006, "loss_fcos_ctr": 0.6190855968743563, "loss_fcos_loc": 0.19571097318839747, "loss_mask": 0.2661566622555256, "loss_maskiou": 0.005438127962406725, "loss_sem_seg": 0.2999428235925734, "lr": 0.01, "mask_rcnn/accuracy": 0.8890144152899255, "mask_rcnn/false_negative": 0.09856093714096958, "mask_rcnn/false_positive": 0.1049515829082743, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.5, "time": 0.7746921526268125, "total_loss": 1.6333465718198568} {"data_time": 0.016376539133489132, "eta_seconds": 81003.26366847754, "iteration": 165999, "loss_fcos_cls": 0.2653954152483493, "loss_fcos_ctr": 0.6234155832789838, "loss_fcos_loc": 0.2048168615438044, "loss_mask": 0.276605935767293, "loss_maskiou": 0.006195278700033668, "loss_sem_seg": 0.2755187745206058, "lr": 0.01, "mask_rcnn/accuracy": 0.881009373321697, "mask_rcnn/false_negative": 0.09607027038836322, "mask_rcnn/false_positive": 0.12373646564340038, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.0, "time": 0.7776901442557573, "total_loss": 1.6738384785385279} {"data_time": 0.01655012182891369, "eta_seconds": 80989.78130092658, "iteration": 166019, "loss_fcos_cls": 0.2570677259936929, "loss_fcos_ctr": 0.6226865043863654, "loss_fcos_loc": 0.19528097263537347, "loss_mask": 0.2687386618927121, "loss_maskiou": 0.005639185677864589, "loss_sem_seg": 0.2882746560499072, "lr": 0.01, "mask_rcnn/accuracy": 0.8910492321928771, "mask_rcnn/false_negative": 0.08860274950682123, "mask_rcnn/false_positive": 0.13602676965725946, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.5, "time": 0.7907194197177887, "total_loss": 1.6471382634772453} {"data_time": 0.016132804565131664, "eta_seconds": 80974.20349703915, "iteration": 166039, "loss_fcos_cls": 0.24574537854641676, "loss_fcos_ctr": 0.622559642419219, "loss_fcos_loc": 0.20058788522146642, "loss_mask": 0.27149997279047966, "loss_maskiou": 0.005261519350824528, "loss_sem_seg": 0.26309319492429495, "lr": 0.01, "mask_rcnn/accuracy": 0.8723519299023957, "mask_rcnn/false_negative": 0.08887383168772295, "mask_rcnn/false_positive": 0.1406531849762975, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7813919680193067, "total_loss": 1.6022007318897522} {"data_time": 0.01611397136002779, "eta_seconds": 80959.41289189272, "iteration": 166059, "loss_fcos_cls": 0.25798906735144556, "loss_fcos_ctr": 0.619864659383893, "loss_fcos_loc": 0.20063602761365473, "loss_mask": 0.27283980790525675, "loss_maskiou": 0.0060125524760223925, "loss_sem_seg": 0.29066900396719575, "lr": 0.01, "mask_rcnn/accuracy": 0.8860067733990148, "mask_rcnn/false_negative": 0.09645991862240387, "mask_rcnn/false_positive": 0.1243649199553743, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7691147569566965, "total_loss": 1.6355814769704011} {"data_time": 0.017098871991038322, "eta_seconds": 80937.38331687637, "iteration": 166079, "loss_fcos_cls": 0.2641237801872194, "loss_fcos_ctr": 0.6184435663744807, "loss_fcos_loc": 0.1926885469001718, "loss_mask": 0.2741410620510578, "loss_maskiou": 0.0055661201404291205, "loss_sem_seg": 0.2789868521504104, "lr": 0.01, "mask_rcnn/accuracy": 0.8820968236918827, "mask_rcnn/false_negative": 0.09594493905283455, "mask_rcnn/false_positive": 0.1479260376947541, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.75, "time": 0.7697003055363894, "total_loss": 1.6389585752294806} {"data_time": 0.016319138929247856, "eta_seconds": 80927.47008537687, "iteration": 166099, "loss_fcos_cls": 0.26318492623977363, "loss_fcos_ctr": 0.619768287986517, "loss_fcos_loc": 0.19722945953253657, "loss_mask": 0.26934831216931343, "loss_maskiou": 0.006391135582816787, "loss_sem_seg": 0.28922326979227364, "lr": 0.01, "mask_rcnn/accuracy": 0.8894615938228764, "mask_rcnn/false_negative": 0.11232519978956314, "mask_rcnn/false_positive": 0.11433190148362891, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7808593269437551, "total_loss": 1.6383750397944823} {"data_time": 0.015870148316025734, "eta_seconds": 80912.67902581953, "iteration": 166119, "loss_fcos_cls": 0.2584274224936962, "loss_fcos_ctr": 0.6230083340778947, "loss_fcos_loc": 0.1964355707168579, "loss_mask": 0.27521185018122196, "loss_maskiou": 0.005766617457993561, "loss_sem_seg": 0.28036352898925543, "lr": 0.01, "mask_rcnn/accuracy": 0.892675174689441, "mask_rcnn/false_negative": 0.08477085282304489, "mask_rcnn/false_positive": 0.1296527887369232, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 25.75, "time": 0.76806749869138, "total_loss": 1.6188496369722998} {"data_time": 0.016727924346923828, "eta_seconds": 80894.22186201811, "iteration": 166139, "loss_fcos_cls": 0.24992482573725283, "loss_fcos_ctr": 0.6207584422081709, "loss_fcos_loc": 0.1937605836428702, "loss_mask": 0.27604140248149633, "loss_maskiou": 0.0062512257500202395, "loss_sem_seg": 0.26495284819975495, "lr": 0.01, "mask_rcnn/accuracy": 0.8943001903142209, "mask_rcnn/false_negative": 0.07843333005116535, "mask_rcnn/false_positive": 0.15694951579776736, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.0, "time": 0.7664414150640368, "total_loss": 1.6142640502621362} {"data_time": 0.01741236448287964, "eta_seconds": 80889.1338600656, "iteration": 166159, "loss_fcos_cls": 0.26033249706961215, "loss_fcos_ctr": 0.6194889415055513, "loss_fcos_loc": 0.20247134019155055, "loss_mask": 0.26975173503160477, "loss_maskiou": 0.0056619799142936245, "loss_sem_seg": 0.2700005518272519, "lr": 0.01, "mask_rcnn/accuracy": 0.8828805760197191, "mask_rcnn/false_negative": 0.09654054077833077, "mask_rcnn/false_positive": 0.1500830762452858, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.784492907114327, "total_loss": 1.644731220047106} {"data_time": 0.01614586915820837, "eta_seconds": 80901.1288295947, "iteration": 166179, "loss_fcos_cls": 0.2671936761471443, "loss_fcos_ctr": 0.6211227169260383, "loss_fcos_loc": 0.19903395522851497, "loss_mask": 0.27657343354076147, "loss_maskiou": 0.005466268034069799, "loss_sem_seg": 0.28005027677863836, "lr": 0.01, "mask_rcnn/accuracy": 0.86841307843702, "mask_rcnn/false_negative": 0.10312489655619494, "mask_rcnn/false_positive": 0.1487021466905188, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.25, "time": 0.7829537633806467, "total_loss": 1.6534853247430874} {"data_time": 0.016753559932112694, "eta_seconds": 80910.24684414174, "iteration": 166199, "loss_fcos_cls": 0.267942936392501, "loss_fcos_ctr": 0.6221013199537992, "loss_fcos_loc": 0.20313508540857583, "loss_mask": 0.26356752030551434, "loss_maskiou": 0.005782630825706292, "loss_sem_seg": 0.3068997897207737, "lr": 0.01, "mask_rcnn/accuracy": 0.8732438249440528, "mask_rcnn/false_negative": 0.09025367559217173, "mask_rcnn/false_positive": 0.13977237771617634, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.5, "time": 0.794563508592546, "total_loss": 1.6853638893262541} {"data_time": 0.016842905431985855, "eta_seconds": 80842.39559645485, "iteration": 166219, "loss_fcos_cls": 0.26328598777763546, "loss_fcos_ctr": 0.6204251069575548, "loss_fcos_loc": 0.19218330224975944, "loss_mask": 0.27180866338312626, "loss_maskiou": 0.005624381905363407, "loss_sem_seg": 0.29902894352562726, "lr": 0.01, "mask_rcnn/accuracy": 0.8705071052404972, "mask_rcnn/false_negative": 0.11688087447493745, "mask_rcnn/false_positive": 0.13985105151585664, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 32.75, "time": 0.782335733063519, "total_loss": 1.6723101830866653} {"data_time": 0.0165326576679945, "eta_seconds": 80878.48012480605, "iteration": 166239, "loss_fcos_cls": 0.2801906003151089, "loss_fcos_ctr": 0.6205684547312558, "loss_fcos_loc": 0.19896801316644996, "loss_mask": 0.2716242838650942, "loss_maskiou": 0.005868351727258414, "loss_sem_seg": 0.28755478374660015, "lr": 0.01, "mask_rcnn/accuracy": 0.8983459703325775, "mask_rcnn/false_negative": 0.09361767496838605, "mask_rcnn/false_positive": 0.11906465905749866, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.75, "time": 0.7820288389921188, "total_loss": 1.6893338706722716} {"data_time": 0.016726741567254066, "eta_seconds": 80860.96808027197, "iteration": 166259, "loss_fcos_cls": 0.26936005312018096, "loss_fcos_ctr": 0.6215232983231544, "loss_fcos_loc": 0.20796915766550228, "loss_mask": 0.26923027262091637, "loss_maskiou": 0.005495575540408026, "loss_sem_seg": 0.31259636394679546, "lr": 0.01, "mask_rcnn/accuracy": 0.8837445335276968, "mask_rcnn/false_negative": 0.0991618885117862, "mask_rcnn/false_positive": 0.1319937087095831, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.0, "time": 0.7697694171220064, "total_loss": 1.6841647940455005} {"data_time": 0.01574792806059122, "eta_seconds": 80794.87180027645, "iteration": 166279, "loss_fcos_cls": 0.2674500592984259, "loss_fcos_ctr": 0.6208351980894804, "loss_fcos_loc": 0.20494457380846143, "loss_mask": 0.2808620696887374, "loss_maskiou": 0.005822999799420359, "loss_sem_seg": 0.3094264438841492, "lr": 0.01, "mask_rcnn/accuracy": 0.8740498152385954, "mask_rcnn/false_negative": 0.10725863025465829, "mask_rcnn/false_positive": 0.13710288754804614, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7729478618130088, "total_loss": 1.7184603212881484} {"data_time": 0.015453753992915154, "eta_seconds": 80831.71198641602, "iteration": 166299, "loss_fcos_cls": 0.27291040937416255, "loss_fcos_ctr": 0.6204983126372099, "loss_fcos_loc": 0.20624138764105737, "loss_mask": 0.2818438382819295, "loss_maskiou": 0.005424174276413396, "loss_sem_seg": 0.2912300396710634, "lr": 0.01, "mask_rcnn/accuracy": 0.8844548945952007, "mask_rcnn/false_negative": 0.10656538038905405, "mask_rcnn/false_positive": 0.14836859124179003, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.7877576956525445, "total_loss": 1.6809239812209853} {"data_time": 0.01667308807373047, "eta_seconds": 80865.15861357003, "iteration": 166319, "loss_fcos_cls": 0.2515354554634541, "loss_fcos_ctr": 0.6202808720991015, "loss_fcos_loc": 0.20058283931575716, "loss_mask": 0.2705728951841593, "loss_maskiou": 0.004809346835827455, "loss_sem_seg": 0.2903293473646045, "lr": 0.01, "mask_rcnn/accuracy": 0.8674564833985123, "mask_rcnn/false_negative": 0.11594775878009883, "mask_rcnn/false_positive": 0.132830918571422, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.75, "time": 0.7924894047901034, "total_loss": 1.647090974773164} {"data_time": 0.01652673166245222, "eta_seconds": 80849.55977509171, "iteration": 166339, "loss_fcos_cls": 0.2508105530869216, "loss_fcos_ctr": 0.6233408749103546, "loss_fcos_loc": 0.19839966809377074, "loss_mask": 0.2642898568883538, "loss_maskiou": 0.005436443207145203, "loss_sem_seg": 0.29272555094212294, "lr": 0.01, "mask_rcnn/accuracy": 0.8784627383063317, "mask_rcnn/false_negative": 0.09924018933662825, "mask_rcnn/false_positive": 0.14197774490779186, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7761896485462785, "total_loss": 1.6350366548758757} {"data_time": 0.016186938621103764, "eta_seconds": 80820.10493430588, "iteration": 166359, "loss_fcos_cls": 0.26273943192791194, "loss_fcos_ctr": 0.6250999798066914, "loss_fcos_loc": 0.2084304240415804, "loss_mask": 0.27520412020385265, "loss_maskiou": 0.005312858767865691, "loss_sem_seg": 0.29434753372333944, "lr": 0.01, "mask_rcnn/accuracy": 0.8868756955468635, "mask_rcnn/false_negative": 0.08953302880552913, "mask_rcnn/false_positive": 0.14146959920426738, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7684730114415288, "total_loss": 1.658349091450873} {"data_time": 0.01819563563913107, "eta_seconds": 80804.5087696733, "iteration": 166379, "loss_fcos_cls": 0.2672587735578418, "loss_fcos_ctr": 0.6200640397146344, "loss_fcos_loc": 0.19466499658301473, "loss_mask": 0.28298236802220345, "loss_maskiou": 0.0057291421690024436, "loss_sem_seg": 0.2514733427669853, "lr": 0.01, "mask_rcnn/accuracy": 0.886071775649035, "mask_rcnn/false_negative": 0.09925879494436146, "mask_rcnn/false_positive": 0.11827190706989377, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.5, "time": 0.7970220455899835, "total_loss": 1.6283728845155565} {"data_time": 0.016934657469391823, "eta_seconds": 80721.8393355161, "iteration": 166399, "loss_fcos_cls": 0.2638569572009146, "loss_fcos_ctr": 0.6229218151420355, "loss_fcos_loc": 0.19768971158191562, "loss_mask": 0.2741018272936344, "loss_maskiou": 0.005856551550095901, "loss_sem_seg": 0.3139163735322654, "lr": 0.01, "mask_rcnn/accuracy": 0.851162574404762, "mask_rcnn/false_negative": 0.10584016709090055, "mask_rcnn/false_positive": 0.19956091848535917, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.75, "time": 0.7710343534126878, "total_loss": 1.6470507449412253} {"data_time": 0.015069795772433281, "eta_seconds": 80672.57918366231, "iteration": 166419, "loss_fcos_cls": 0.257243893109262, "loss_fcos_ctr": 0.6184728359803557, "loss_fcos_loc": 0.19891130877658725, "loss_mask": 0.2699107872322202, "loss_maskiou": 0.006212383959791623, "loss_sem_seg": 0.3099889624863863, "lr": 0.01, "mask_rcnn/accuracy": 0.8785628296262324, "mask_rcnn/false_negative": 0.09563943944463801, "mask_rcnn/false_positive": 0.15353245817155742, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.7773149078711867, "total_loss": 1.6673681698775908} {"data_time": 0.015965416096150875, "eta_seconds": 80610.3231330486, "iteration": 166439, "loss_fcos_cls": 0.24235851876437664, "loss_fcos_ctr": 0.6166938086971641, "loss_fcos_loc": 0.19047528866212815, "loss_mask": 0.2602907298132777, "loss_maskiou": 0.005583413818385452, "loss_sem_seg": 0.2896935867611319, "lr": 0.01, "mask_rcnn/accuracy": 0.8916538938860368, "mask_rcnn/false_negative": 0.0919241557029584, "mask_rcnn/false_positive": 0.12236185108943295, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 35.75, "time": 0.7610404547303915, "total_loss": 1.6268398219108349} {"data_time": 0.01602089311927557, "eta_seconds": 80570.80201175716, "iteration": 166459, "loss_fcos_cls": 0.26337100425735116, "loss_fcos_ctr": 0.6237951694056392, "loss_fcos_loc": 0.2127710587810725, "loss_mask": 0.28309287782758474, "loss_maskiou": 0.006215118817635812, "loss_sem_seg": 0.2965185036882758, "lr": 0.01, "mask_rcnn/accuracy": 0.893241145664615, "mask_rcnn/false_negative": 0.09527175000133974, "mask_rcnn/false_positive": 0.12930596738160147, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.25, "time": 0.7644900688901544, "total_loss": 1.711270692278049} {"data_time": 0.015130570158362389, "eta_seconds": 80495.37543500774, "iteration": 166479, "loss_fcos_cls": 0.26838185731321573, "loss_fcos_ctr": 0.6190677336417139, "loss_fcos_loc": 0.19892484368756413, "loss_mask": 0.2784811658784747, "loss_maskiou": 0.005888970488740597, "loss_sem_seg": 0.3058192622847855, "lr": 0.01, "mask_rcnn/accuracy": 0.8929506906231757, "mask_rcnn/false_negative": 0.07236322746980317, "mask_rcnn/false_positive": 0.1376174697630032, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.25, "time": 0.7554969415068626, "total_loss": 1.6755724572358304} {"data_time": 0.015660027973353863, "eta_seconds": 80494.76992404368, "iteration": 166499, "loss_fcos_cls": 0.2634215548168868, "loss_fcos_ctr": 0.6228824323043227, "loss_fcos_loc": 0.2038898898754269, "loss_mask": 0.27216763980686665, "loss_maskiou": 0.005458291532704607, "loss_sem_seg": 0.2878420795314014, "lr": 0.01, "mask_rcnn/accuracy": 0.8677179962894248, "mask_rcnn/false_negative": 0.11257427711505577, "mask_rcnn/false_positive": 0.1377201743113463, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7709956699982285, "total_loss": 1.6627940605249023} {"data_time": 0.015784013085067272, "eta_seconds": 80521.00337878149, "iteration": 166519, "loss_fcos_cls": 0.2624790437403135, "loss_fcos_ctr": 0.6197906816378236, "loss_fcos_loc": 0.1993373583536595, "loss_mask": 0.2764907833188772, "loss_maskiou": 0.0056369670637650415, "loss_sem_seg": 0.28914502810221165, "lr": 0.01, "mask_rcnn/accuracy": 0.8727609867131865, "mask_rcnn/false_negative": 0.11272681699768995, "mask_rcnn/false_positive": 0.13161002284575207, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.75, "time": 0.7926535429432988, "total_loss": 1.6488506848108955} {"data_time": 0.015464268624782562, "eta_seconds": 80463.66113478597, "iteration": 166539, "loss_fcos_cls": 0.24593056843150407, "loss_fcos_ctr": 0.6237988546490669, "loss_fcos_loc": 0.1955147224944085, "loss_mask": 0.2762808557599783, "loss_maskiou": 0.005719658176531084, "loss_sem_seg": 0.27736673038452864, "lr": 0.01, "mask_rcnn/accuracy": 0.8699472639464334, "mask_rcnn/false_negative": 0.10195727202363256, "mask_rcnn/false_positive": 0.15841790092655464, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.779867242090404, "total_loss": 1.6638952986977529} {"data_time": 0.01693534478545189, "eta_seconds": 80433.16940884106, "iteration": 166559, "loss_fcos_cls": 0.25315340515226126, "loss_fcos_ctr": 0.621744928881526, "loss_fcos_loc": 0.19930756208486855, "loss_mask": 0.27224305644631386, "loss_maskiou": 0.0064552400726825, "loss_sem_seg": 0.2955186143517494, "lr": 0.01, "mask_rcnn/accuracy": 0.879383517387218, "mask_rcnn/false_negative": 0.09323680479646308, "mask_rcnn/false_positive": 0.15811715567673562, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.7610638095065951, "total_loss": 1.6227089175663423} {"data_time": 0.015788276679813862, "eta_seconds": 80400.25305910408, "iteration": 166579, "loss_fcos_cls": 0.2526640621945262, "loss_fcos_ctr": 0.619408926460892, "loss_fcos_loc": 0.1926233519334346, "loss_mask": 0.27073542308062315, "loss_maskiou": 0.006177707240567543, "loss_sem_seg": 0.26798890344798565, "lr": 0.01, "mask_rcnn/accuracy": 0.8953459321762893, "mask_rcnn/false_negative": 0.09265900842452893, "mask_rcnn/false_positive": 0.13235054361349213, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.75, "time": 0.7692771861329675, "total_loss": 1.6257218861283036} {"data_time": 0.016207524575293064, "eta_seconds": 80372.49334012717, "iteration": 166599, "loss_fcos_cls": 0.2686107439221814, "loss_fcos_ctr": 0.6199243646115065, "loss_fcos_loc": 0.19520605681464076, "loss_mask": 0.28707339242100716, "loss_maskiou": 0.006046609705663286, "loss_sem_seg": 0.2960318848490715, "lr": 0.01, "mask_rcnn/accuracy": 0.8809180402930403, "mask_rcnn/false_negative": 0.08604922204815685, "mask_rcnn/false_positive": 0.15316616124180854, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 23.75, "time": 0.78365084156394, "total_loss": 1.6454571436042897} {"data_time": 0.016619518399238586, "eta_seconds": 80327.3570143627, "iteration": 166619, "loss_fcos_cls": 0.2577728118048981, "loss_fcos_ctr": 0.6208694847300649, "loss_fcos_loc": 0.20493562798947096, "loss_mask": 0.27634545136243105, "loss_maskiou": 0.005762688277172856, "loss_sem_seg": 0.27868950413540006, "lr": 0.01, "mask_rcnn/accuracy": 0.8764980189323437, "mask_rcnn/false_negative": 0.10177571266923008, "mask_rcnn/false_positive": 0.14348887704605914, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7665353864431381, "total_loss": 1.6253999520413345} {"data_time": 0.01670515164732933, "eta_seconds": 80311.816952453, "iteration": 166639, "loss_fcos_cls": 0.2633849778212607, "loss_fcos_ctr": 0.6211934853345156, "loss_fcos_loc": 0.20866467477753758, "loss_mask": 0.28062706906348467, "loss_maskiou": 0.005884109094040468, "loss_sem_seg": 0.25618202658370137, "lr": 0.01, "mask_rcnn/accuracy": 0.8969604351174432, "mask_rcnn/false_negative": 0.0608884272438235, "mask_rcnn/false_positive": 0.1265270898374689, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.25, "time": 0.7838808558881283, "total_loss": 1.640559329141979} {"data_time": 0.01590646058320999, "eta_seconds": 80355.41187613271, "iteration": 166659, "loss_fcos_cls": 0.25600147945806384, "loss_fcos_ctr": 0.6216056207194924, "loss_fcos_loc": 0.2031187224201858, "loss_mask": 0.2742999941110611, "loss_maskiou": 0.00589706857863348, "loss_sem_seg": 0.3145127482712269, "lr": 0.01, "mask_rcnn/accuracy": 0.871038781692292, "mask_rcnn/false_negative": 0.1119871043530725, "mask_rcnn/false_positive": 0.1357218853376131, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.780707729049027, "total_loss": 1.6590671346202726} {"data_time": 0.01725800149142742, "eta_seconds": 80379.91448555514, "iteration": 166679, "loss_fcos_cls": 0.2638007514178753, "loss_fcos_ctr": 0.619962795637548, "loss_fcos_loc": 0.1955751054920256, "loss_mask": 0.27392398100346327, "loss_maskiou": 0.005591231776634231, "loss_sem_seg": 0.26300274999812245, "lr": 0.01, "mask_rcnn/accuracy": 0.8794994002065112, "mask_rcnn/false_negative": 0.09888443458833282, "mask_rcnn/false_positive": 0.13541898447776257, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.0, "time": 0.7696973504498601, "total_loss": 1.6460053335031262} {"data_time": 0.015214448794722557, "eta_seconds": 80394.52675526589, "iteration": 166699, "loss_fcos_cls": 0.24668079987168312, "loss_fcos_ctr": 0.6187292644754052, "loss_fcos_loc": 0.18523282301612198, "loss_mask": 0.2713697855360806, "loss_maskiou": 0.0055471689702244475, "loss_sem_seg": 0.2535696292761713, "lr": 0.01, "mask_rcnn/accuracy": 0.8838452778772328, "mask_rcnn/false_negative": 0.07403876676051707, "mask_rcnn/false_positive": 0.14489452707092498, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7776235761120915, "total_loss": 1.5883699269616045} {"data_time": 0.017493425868451595, "eta_seconds": 80404.87073769327, "iteration": 166719, "loss_fcos_cls": 0.2633371432311833, "loss_fcos_ctr": 0.6211327183991671, "loss_fcos_loc": 0.20375717571005225, "loss_mask": 0.27279788441956043, "loss_maskiou": 0.0062037885072641075, "loss_sem_seg": 0.2550477581098676, "lr": 0.01, "mask_rcnn/accuracy": 0.8778024950399683, "mask_rcnn/false_negative": 0.10403687504404972, "mask_rcnn/false_positive": 0.14695687085808773, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7746422365307808, "total_loss": 1.6326904555317014} {"data_time": 0.01630042865872383, "eta_seconds": 80363.39655255526, "iteration": 166739, "loss_fcos_cls": 0.25278599886223674, "loss_fcos_ctr": 0.620798084884882, "loss_fcos_loc": 0.197160831768997, "loss_mask": 0.2731195455417037, "loss_maskiou": 0.006240965114557184, "loss_sem_seg": 0.2732722513610497, "lr": 0.01, "mask_rcnn/accuracy": 0.8775760617530219, "mask_rcnn/false_negative": 0.09719099285357236, "mask_rcnn/false_positive": 0.13571965783656753, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7803809670731425, "total_loss": 1.625438503928308} {"data_time": 0.01792664546519518, "eta_seconds": 80337.3559314264, "iteration": 166759, "loss_fcos_cls": 0.23862184036988765, "loss_fcos_ctr": 0.6204520864412189, "loss_fcos_loc": 0.19468184281140566, "loss_mask": 0.26918439008295536, "loss_maskiou": 0.005721054491004907, "loss_sem_seg": 0.29388398956507444, "lr": 0.01, "mask_rcnn/accuracy": 0.873806641300588, "mask_rcnn/false_negative": 0.08649529372860695, "mask_rcnn/false_positive": 0.17004690460756572, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7666455926373601, "total_loss": 1.63396221613948} {"data_time": 0.01668301410973072, "eta_seconds": 80262.1028368827, "iteration": 166779, "loss_fcos_cls": 0.25390365498606116, "loss_fcos_ctr": 0.6214518118649721, "loss_fcos_loc": 0.19740205467678607, "loss_mask": 0.2645150125026703, "loss_maskiou": 0.0059190237006987445, "loss_sem_seg": 0.2633694065734744, "lr": 0.01, "mask_rcnn/accuracy": 0.877515962525361, "mask_rcnn/false_negative": 0.10107220002050879, "mask_rcnn/false_positive": 0.14830791537486313, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.75, "time": 0.765716815367341, "total_loss": 1.62646204775956} {"data_time": 0.0172532731667161, "eta_seconds": 80246.55133034103, "iteration": 166799, "loss_fcos_cls": 0.25923511013388634, "loss_fcos_ctr": 0.6208490151911974, "loss_fcos_loc": 0.19433061825111508, "loss_mask": 0.2662075962871313, "loss_maskiou": 0.005123827999341302, "loss_sem_seg": 0.26969427498988807, "lr": 0.01, "mask_rcnn/accuracy": 0.8868637541698021, "mask_rcnn/false_negative": 0.11010660360830489, "mask_rcnn/false_positive": 0.13291952707635668, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7969768391922116, "total_loss": 1.6251559800148243} {"data_time": 0.01566763035953045, "eta_seconds": 80245.89960998204, "iteration": 166819, "loss_fcos_cls": 0.25980260083451867, "loss_fcos_ctr": 0.6245167935267091, "loss_fcos_loc": 0.20807350729592144, "loss_mask": 0.2764899805188179, "loss_maskiou": 0.005450075594126247, "loss_sem_seg": 0.23441172833554447, "lr": 0.01, "mask_rcnn/accuracy": 0.8818787030941408, "mask_rcnn/false_negative": 0.07220737225559774, "mask_rcnn/false_positive": 0.17066689534756216, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.0, "time": 0.7777629578486085, "total_loss": 1.6203713538561715} {"data_time": 0.016068559139966965, "eta_seconds": 80273.30442493781, "iteration": 166839, "loss_fcos_cls": 0.26306338456925005, "loss_fcos_ctr": 0.6224912358447909, "loss_fcos_loc": 0.2056386815966107, "loss_mask": 0.2692922502756119, "loss_maskiou": 0.005505956862180028, "loss_sem_seg": 0.23723706603050232, "lr": 0.01, "mask_rcnn/accuracy": 0.8807853498542274, "mask_rcnn/false_negative": 0.09556913131780712, "mask_rcnn/false_positive": 0.14184496458679707, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7812831178307533, "total_loss": 1.5999019970768131} {"data_time": 0.01663631573319435, "eta_seconds": 80257.74170173332, "iteration": 166859, "loss_fcos_cls": 0.2503201016224921, "loss_fcos_ctr": 0.6227051671594381, "loss_fcos_loc": 0.2011875087628141, "loss_mask": 0.27374724205583334, "loss_maskiou": 0.005527552195417229, "loss_sem_seg": 0.301217979285866, "lr": 0.01, "mask_rcnn/accuracy": 0.8909258120244145, "mask_rcnn/false_negative": 0.09808687655085989, "mask_rcnn/false_positive": 0.13519881504388057, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 33.25, "time": 0.7770256996154785, "total_loss": 1.6554323515374563} {"data_time": 0.015818068757653236, "eta_seconds": 80250.7773426082, "iteration": 166879, "loss_fcos_cls": 0.23605307401157916, "loss_fcos_ctr": 0.619671375490725, "loss_fcos_loc": 0.19305895769502968, "loss_mask": 0.2660421123728156, "loss_maskiou": 0.0052655008767033, "loss_sem_seg": 0.259523571934551, "lr": 0.01, "mask_rcnn/accuracy": 0.8869276060613879, "mask_rcnn/false_negative": 0.09041393316937028, "mask_rcnn/false_positive": 0.13525952006488784, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7926620673388243, "total_loss": 1.5660187244575354} {"data_time": 0.016312522813677788, "eta_seconds": 80235.2129517775, "iteration": 166899, "loss_fcos_cls": 0.25200002803467214, "loss_fcos_ctr": 0.622120613232255, "loss_fcos_loc": 0.20789199497085065, "loss_mask": 0.28445950988680124, "loss_maskiou": 0.005822303734021261, "loss_sem_seg": 0.26356881158426404, "lr": 0.01, "mask_rcnn/accuracy": 0.8771499595600952, "mask_rcnn/false_negative": 0.09943821483531792, "mask_rcnn/false_positive": 0.15141870977335517, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7802800331264734, "total_loss": 1.6550642316433368} {"data_time": 0.017267067916691303, "eta_seconds": 80219.6485609468, "iteration": 166919, "loss_fcos_cls": 0.25677968212403357, "loss_fcos_ctr": 0.6184664331376553, "loss_fcos_loc": 0.2000886838650331, "loss_mask": 0.2734250212088227, "loss_maskiou": 0.005764681067375932, "loss_sem_seg": 0.26328962855041027, "lr": 0.01, "mask_rcnn/accuracy": 0.8777962805492567, "mask_rcnn/false_negative": 0.09561283401441961, "mask_rcnn/false_positive": 0.1820859637394001, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.75, "time": 0.7881536278873682, "total_loss": 1.647299624455627} {"data_time": 0.015648082830011845, "eta_seconds": 80204.08417011611, "iteration": 166939, "loss_fcos_cls": 0.26190420938655734, "loss_fcos_ctr": 0.6197052802890539, "loss_fcos_loc": 0.1962294642580673, "loss_mask": 0.27443763241171837, "loss_maskiou": 0.005449550102639478, "loss_sem_seg": 0.2816560458159074, "lr": 0.01, "mask_rcnn/accuracy": 0.8792610067282727, "mask_rcnn/false_negative": 0.07529828100099978, "mask_rcnn/false_positive": 0.15990213900411915, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.0, "time": 0.7732155174016953, "total_loss": 1.646672972216038} {"data_time": 0.016055368818342686, "eta_seconds": 80188.51977928542, "iteration": 166959, "loss_fcos_cls": 0.24848828674294055, "loss_fcos_ctr": 0.6200939957052469, "loss_fcos_loc": 0.1909840664593503, "loss_mask": 0.27294404804706573, "loss_maskiou": 0.005565542465774342, "loss_sem_seg": 0.27680274471640587, "lr": 0.01, "mask_rcnn/accuracy": 0.8675195078031213, "mask_rcnn/false_negative": 0.10266131679969129, "mask_rcnn/false_positive": 0.18045916221702862, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7753342259675264, "total_loss": 1.6267266844079131} {"data_time": 0.01662105694413185, "eta_seconds": 80195.93747373857, "iteration": 166979, "loss_fcos_cls": 0.25381080829538405, "loss_fcos_ctr": 0.6224949010647833, "loss_fcos_loc": 0.21092316356953233, "loss_mask": 0.26893311366438866, "loss_maskiou": 0.0057006257338798605, "loss_sem_seg": 0.28248094487935305, "lr": 0.01, "mask_rcnn/accuracy": 0.8940998329156225, "mask_rcnn/false_negative": 0.09762785538111844, "mask_rcnn/false_positive": 0.15264328517632947, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 39.25, "time": 0.7920510843396187, "total_loss": 1.6535143781657098} {"data_time": 0.016268862411379814, "eta_seconds": 80157.39099762402, "iteration": 166999, "loss_fcos_cls": 0.2616707548731938, "loss_fcos_ctr": 0.6193383084610105, "loss_fcos_loc": 0.20495411730371416, "loss_mask": 0.2585558919236064, "loss_maskiou": 0.005401481314038392, "loss_sem_seg": 0.3029966577887535, "lr": 0.01, "mask_rcnn/accuracy": 0.8911396935555856, "mask_rcnn/false_negative": 0.07765685902961589, "mask_rcnn/false_positive": 0.13746789317244013, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7607462322339416, "total_loss": 1.6649019475698879} {"data_time": 0.015246346592903137, "eta_seconds": 80118.50146046653, "iteration": 167019, "loss_fcos_cls": 0.2552188017871231, "loss_fcos_ctr": 0.6201028195209801, "loss_fcos_loc": 0.20114827080396935, "loss_mask": 0.2838326031342149, "loss_maskiou": 0.006168887877720408, "loss_sem_seg": 0.2860805767122656, "lr": 0.01, "mask_rcnn/accuracy": 0.8825751133786848, "mask_rcnn/false_negative": 0.09917722240485702, "mask_rcnn/false_positive": 0.1363577951403, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 28.25, "time": 0.7795270243659616, "total_loss": 1.6545515578873164} {"data_time": 0.01628141477704048, "eta_seconds": 80078.03496428393, "iteration": 167039, "loss_fcos_cls": 0.2532879374921322, "loss_fcos_ctr": 0.6201039259321988, "loss_fcos_loc": 0.1909997752518393, "loss_mask": 0.2660310594365001, "loss_maskiou": 0.005551115718844812, "loss_sem_seg": 0.32308341190218925, "lr": 0.01, "mask_rcnn/accuracy": 0.8880086673223506, "mask_rcnn/false_negative": 0.08368435666783876, "mask_rcnn/false_positive": 0.1441349170033159, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.0, "time": 0.7875612759962678, "total_loss": 1.6626884443685412} {"data_time": 0.016177557408809662, "eta_seconds": 80125.58730557282, "iteration": 167059, "loss_fcos_cls": 0.2655807137489319, "loss_fcos_ctr": 0.6221033656038344, "loss_fcos_loc": 0.20630400790832937, "loss_mask": 0.2862636959180236, "loss_maskiou": 0.00614824470540043, "loss_sem_seg": 0.2847648705355823, "lr": 0.01, "mask_rcnn/accuracy": 0.8591162030781154, "mask_rcnn/false_negative": 0.09856740531163605, "mask_rcnn/false_positive": 0.2167373593542805, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.0, "time": 0.7948718378320336, "total_loss": 1.6749358335146098} {"data_time": 0.019955112598836422, "eta_seconds": 80114.46940611675, "iteration": 167079, "loss_fcos_cls": 0.26184882083907723, "loss_fcos_ctr": 0.6249272478744388, "loss_fcos_loc": 0.20537378906738013, "loss_mask": 0.28330791741609573, "loss_maskiou": 0.005932192885666154, "loss_sem_seg": 0.261785461101681, "lr": 0.01, "mask_rcnn/accuracy": 0.8941478912364005, "mask_rcnn/false_negative": 0.0976388570814159, "mask_rcnn/false_positive": 0.1246149133815029, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.5, "time": 0.7793081868439913, "total_loss": 1.6505016364244511} {"data_time": 0.015874058939516544, "eta_seconds": 80102.52435896732, "iteration": 167099, "loss_fcos_cls": 0.2675196882337332, "loss_fcos_ctr": 0.6190970446914434, "loss_fcos_loc": 0.20056738296989352, "loss_mask": 0.2742965454235673, "loss_maskiou": 0.00618967098853318, "loss_sem_seg": 0.2783996630460024, "lr": 0.01, "mask_rcnn/accuracy": 0.8859668897413276, "mask_rcnn/false_negative": 0.09539615544776092, "mask_rcnn/false_positive": 0.12689489671166818, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.75, "time": 0.7837835429236293, "total_loss": 1.6498741915784194} {"data_time": 0.0176813006401062, "eta_seconds": 80091.31434058212, "iteration": 167119, "loss_fcos_cls": 0.2447726025711745, "loss_fcos_ctr": 0.6207349598407745, "loss_fcos_loc": 0.19289037911221385, "loss_mask": 0.2607748322188854, "loss_maskiou": 0.005396525091782678, "loss_sem_seg": 0.2751785090076737, "lr": 0.01, "mask_rcnn/accuracy": 0.8829227586557011, "mask_rcnn/false_negative": 0.1194222837086154, "mask_rcnn/false_positive": 0.14022777713900508, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.782287422567606, "total_loss": 1.6015956006740453} {"data_time": 0.016017833724617958, "eta_seconds": 80075.74464076571, "iteration": 167139, "loss_fcos_cls": 0.2897713645361364, "loss_fcos_ctr": 0.6210974454879761, "loss_fcos_loc": 0.2044987257104367, "loss_mask": 0.2765802498906851, "loss_maskiou": 0.005400214940891601, "loss_sem_seg": 0.2876944802701473, "lr": 0.01, "mask_rcnn/accuracy": 0.8862227661334805, "mask_rcnn/false_negative": 0.10606003066527195, "mask_rcnn/false_positive": 0.11752971844007028, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.75, "time": 0.7690394166857004, "total_loss": 1.6773886822920758} {"data_time": 0.017104681581258774, "eta_seconds": 80041.900375125, "iteration": 167159, "loss_fcos_cls": 0.25234414683654904, "loss_fcos_ctr": 0.620097819250077, "loss_fcos_loc": 0.19174021785147488, "loss_mask": 0.2763541731983423, "loss_maskiou": 0.005808432310004719, "loss_sem_seg": 0.2602529008872807, "lr": 0.01, "mask_rcnn/accuracy": 0.8748455961331901, "mask_rcnn/false_negative": 0.08747815790118138, "mask_rcnn/false_positive": 0.15663416387503612, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7662021769210696, "total_loss": 1.5822627774759894} {"data_time": 0.015562635846436024, "eta_seconds": 79999.08949714247, "iteration": 167179, "loss_fcos_cls": 0.2580674011260271, "loss_fcos_ctr": 0.6242023166269064, "loss_fcos_loc": 0.2100046876585111, "loss_mask": 0.2723687244579196, "loss_maskiou": 0.005594682443188503, "loss_sem_seg": 0.27758541400544345, "lr": 0.01, "mask_rcnn/accuracy": 0.8745061896231847, "mask_rcnn/false_negative": 0.09295182585129286, "mask_rcnn/false_positive": 0.1525608568194743, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.75, "time": 0.7773501323536038, "total_loss": 1.6631282717280556} {"data_time": 0.015001819469034672, "eta_seconds": 79947.0113511784, "iteration": 167199, "loss_fcos_cls": 0.24990118923597038, "loss_fcos_ctr": 0.6194162452593446, "loss_fcos_loc": 0.19564061798155308, "loss_mask": 0.2572756530717015, "loss_maskiou": 0.005449340656923596, "loss_sem_seg": 0.2923043775372207, "lr": 0.01, "mask_rcnn/accuracy": 0.8702183141596407, "mask_rcnn/false_negative": 0.11235368405559792, "mask_rcnn/false_positive": 0.13797854262560236, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7734272452071309, "total_loss": 1.6131931111012818} {"data_time": 0.01567633356899023, "eta_seconds": 79855.7650362989, "iteration": 167219, "loss_fcos_cls": 0.25231679948046803, "loss_fcos_ctr": 0.6174644557759166, "loss_fcos_loc": 0.1882570437155664, "loss_mask": 0.25742333475500345, "loss_maskiou": 0.005224205517151859, "loss_sem_seg": 0.3120860350318253, "lr": 0.01, "mask_rcnn/accuracy": 0.875058840500486, "mask_rcnn/false_negative": 0.0789819359765832, "mask_rcnn/false_positive": 0.15800831009639638, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 24.0, "time": 0.7673150133341551, "total_loss": 1.6404944017594971} {"data_time": 0.01555645652115345, "eta_seconds": 79811.74337610416, "iteration": 167239, "loss_fcos_cls": 0.27800222858786583, "loss_fcos_ctr": 0.6197078535333276, "loss_fcos_loc": 0.20451832670369186, "loss_mask": 0.2754367347806692, "loss_maskiou": 0.005983677554468159, "loss_sem_seg": 0.3266273126937449, "lr": 0.01, "mask_rcnn/accuracy": 0.8698366843871232, "mask_rcnn/false_negative": 0.10551551314068273, "mask_rcnn/false_positive": 0.14615852498891135, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.25, "time": 0.7700271373614669, "total_loss": 1.7242024335009773} {"data_time": 0.014660170301795006, "eta_seconds": 79900.35012530442, "iteration": 167259, "loss_fcos_cls": 0.27653949055820704, "loss_fcos_ctr": 0.6241408823989332, "loss_fcos_loc": 0.21966997673735023, "loss_mask": 0.27896978985518217, "loss_maskiou": 0.0064891762303886935, "loss_sem_seg": 0.2834949102252722, "lr": 0.01, "mask_rcnn/accuracy": 0.8686151524617268, "mask_rcnn/false_negative": 0.08454372571130522, "mask_rcnn/false_positive": 0.17515749984433382, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.25, "time": 0.805257466621697, "total_loss": 1.7097591832571197} {"data_time": 0.01441243290901184, "eta_seconds": 79960.27209172957, "iteration": 167279, "loss_fcos_cls": 0.25876335869543254, "loss_fcos_ctr": 0.6185633335262537, "loss_fcos_loc": 0.19712633965536952, "loss_mask": 0.26732782181352377, "loss_maskiou": 0.006101404011133127, "loss_sem_seg": 0.3022965285927057, "lr": 0.01, "mask_rcnn/accuracy": 0.8762867171325052, "mask_rcnn/false_negative": 0.1039198095948172, "mask_rcnn/false_positive": 0.11038690384446675, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7928338069468737, "total_loss": 1.6538552284182515} {"data_time": 0.015872061252593994, "eta_seconds": 79869.24264138844, "iteration": 167299, "loss_fcos_cls": 0.25376986153423786, "loss_fcos_ctr": 0.6197630763053894, "loss_fcos_loc": 0.19268218625802547, "loss_mask": 0.2708229897543788, "loss_maskiou": 0.006479010444309097, "loss_sem_seg": 0.26660888409242034, "lr": 0.01, "mask_rcnn/accuracy": 0.8863993393710068, "mask_rcnn/false_negative": 0.09473933277775386, "mask_rcnn/false_positive": 0.1448542050045979, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7578562805429101, "total_loss": 1.6540407005886664} {"data_time": 0.01592518389225006, "eta_seconds": 79837.7380556278, "iteration": 167319, "loss_fcos_cls": 0.2626248151063919, "loss_fcos_ctr": 0.62338572810404, "loss_fcos_loc": 0.20343543903436512, "loss_mask": 0.26837946474552155, "loss_maskiou": 0.005357409783755429, "loss_sem_seg": 0.2885559404967353, "lr": 0.01, "mask_rcnn/accuracy": 0.8887240439994464, "mask_rcnn/false_negative": 0.10321555723056693, "mask_rcnn/false_positive": 0.12323775744900424, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7890640143305063, "total_loss": 1.6581074283458292} {"data_time": 0.015658841468393803, "eta_seconds": 79796.9340085946, "iteration": 167339, "loss_fcos_cls": 0.2671235299203545, "loss_fcos_ctr": 0.6197041152045131, "loss_fcos_loc": 0.20274963771225885, "loss_mask": 0.2722393199801445, "loss_maskiou": 0.0062491810458595864, "loss_sem_seg": 0.2559463595971465, "lr": 0.01, "mask_rcnn/accuracy": 0.8760985644257704, "mask_rcnn/false_negative": 0.1111640822835193, "mask_rcnn/false_positive": 0.14672012944492416, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7751618893817067, "total_loss": 1.6062499440231477} {"data_time": 0.01609964109957218, "eta_seconds": 79818.87570067961, "iteration": 167359, "loss_fcos_cls": 0.2771879098145291, "loss_fcos_ctr": 0.6216619708575308, "loss_fcos_loc": 0.2038595185149461, "loss_mask": 0.2814878411591053, "loss_maskiou": 0.005816114316985477, "loss_sem_seg": 0.27446947363205254, "lr": 0.01, "mask_rcnn/accuracy": 0.8630153915633239, "mask_rcnn/false_negative": 0.10606116049533723, "mask_rcnn/false_positive": 0.1650574747866112, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.0, "time": 0.7959048394113779, "total_loss": 1.6717086086173367} {"data_time": 0.016141564585268497, "eta_seconds": 79765.84257796034, "iteration": 167379, "loss_fcos_cls": 0.2664293914567679, "loss_fcos_ctr": 0.6204407382756472, "loss_fcos_loc": 0.1959156913217157, "loss_mask": 0.28725256212055683, "loss_maskiou": 0.005796902754809707, "loss_sem_seg": 0.27693141996860504, "lr": 0.01, "mask_rcnn/accuracy": 0.8742120181405896, "mask_rcnn/false_negative": 0.09388064658365973, "mask_rcnn/false_positive": 0.160163697440664, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.0, "time": 0.7623836575075984, "total_loss": 1.655154362480971} {"data_time": 0.016740620136260986, "eta_seconds": 79791.47393159848, "iteration": 167399, "loss_fcos_cls": 0.25626932946033776, "loss_fcos_ctr": 0.6179243745282292, "loss_fcos_loc": 0.19544498808681965, "loss_mask": 0.2713126838207245, "loss_maskiou": 0.0053743128082714975, "loss_sem_seg": 0.3005432137288153, "lr": 0.01, "mask_rcnn/accuracy": 0.8671442127575668, "mask_rcnn/false_negative": 0.09049399383424091, "mask_rcnn/false_positive": 0.1749494785756, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.5, "time": 0.7834568303078413, "total_loss": 1.668105750119139} {"data_time": 0.01654944010078907, "eta_seconds": 79775.92018964048, "iteration": 167419, "loss_fcos_cls": 0.2595252003520727, "loss_fcos_ctr": 0.6226341994479299, "loss_fcos_loc": 0.19814373762346804, "loss_mask": 0.27771199215203524, "loss_maskiou": 0.005304767670168076, "loss_sem_seg": 0.2829771600663662, "lr": 0.01, "mask_rcnn/accuracy": 0.8743963318085854, "mask_rcnn/false_negative": 0.09987243848226988, "mask_rcnn/false_positive": 0.13589463150073672, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.75, "time": 0.7781222956255078, "total_loss": 1.6269658560777316} {"data_time": 0.017445579171180725, "eta_seconds": 79826.27888062969, "iteration": 167439, "loss_fcos_cls": 0.2698535572271794, "loss_fcos_ctr": 0.6170344771817327, "loss_fcos_loc": 0.20329638896510005, "loss_mask": 0.27449907921254635, "loss_maskiou": 0.006260864625801332, "loss_sem_seg": 0.2616392676718533, "lr": 0.01, "mask_rcnn/accuracy": 0.8888511361991606, "mask_rcnn/false_negative": 0.09891068271713557, "mask_rcnn/false_positive": 0.12223024790970634, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.7783096367493272, "total_loss": 1.6326105741973151} {"data_time": 0.017301549203693867, "eta_seconds": 79831.83450747095, "iteration": 167459, "loss_fcos_cls": 0.2676706067286432, "loss_fcos_ctr": 0.6196193788200617, "loss_fcos_loc": 0.19579417211934924, "loss_mask": 0.2827494842931628, "loss_maskiou": 0.005742507724789903, "loss_sem_seg": 0.29570883233100176, "lr": 0.01, "mask_rcnn/accuracy": 0.871489957984992, "mask_rcnn/false_negative": 0.09178185024279746, "mask_rcnn/false_positive": 0.17054221473607142, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7811613334342837, "total_loss": 1.6489228905338678} {"data_time": 0.015920383855700493, "eta_seconds": 79859.56803778186, "iteration": 167479, "loss_fcos_cls": 0.26136694150045514, "loss_fcos_ctr": 0.6214727414771914, "loss_fcos_loc": 0.200503331143409, "loss_mask": 0.26603841688483953, "loss_maskiou": 0.006009507054841379, "loss_sem_seg": 0.3093174253590405, "lr": 0.01, "mask_rcnn/accuracy": 0.8802304094714809, "mask_rcnn/false_negative": 0.10656659710985947, "mask_rcnn/false_positive": 0.1213706805856534, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7864814633503556, "total_loss": 1.6937503512672265} {"data_time": 0.0159896956756711, "eta_seconds": 79831.38652557973, "iteration": 167499, "loss_fcos_cls": 0.24854048958513886, "loss_fcos_ctr": 0.6179764652624726, "loss_fcos_loc": 0.18749963317532092, "loss_mask": 0.281177188269794, "loss_maskiou": 0.005337824783055112, "loss_sem_seg": 0.28832226851955056, "lr": 0.01, "mask_rcnn/accuracy": 0.8732215596492053, "mask_rcnn/false_negative": 0.08297628305490697, "mask_rcnn/false_positive": 0.13501788681562849, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.770390547811985, "total_loss": 1.6528239748076885} {"data_time": 0.01546234730631113, "eta_seconds": 79815.80982164014, "iteration": 167519, "loss_fcos_cls": 0.25700403726659715, "loss_fcos_ctr": 0.6182556515559554, "loss_fcos_loc": 0.20468217437155545, "loss_mask": 0.28168774116784334, "loss_maskiou": 0.0062379485461860895, "loss_sem_seg": 0.28349738707765937, "lr": 0.01, "mask_rcnn/accuracy": 0.8952767198428667, "mask_rcnn/false_negative": 0.0741240124338245, "mask_rcnn/false_positive": 0.13838307368857358, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.25, "time": 0.7816095044836402, "total_loss": 1.6395713361853268} {"data_time": 0.016696574166417122, "eta_seconds": 79769.55164734088, "iteration": 167539, "loss_fcos_cls": 0.2609985170420259, "loss_fcos_ctr": 0.6188200945034623, "loss_fcos_loc": 0.1957623134367168, "loss_mask": 0.25659982580691576, "loss_maskiou": 0.005742678156821057, "loss_sem_seg": 0.29282767651602626, "lr": 0.01, "mask_rcnn/accuracy": 0.8827139774038271, "mask_rcnn/false_negative": 0.08062562339271237, "mask_rcnn/false_positive": 0.16102172472679277, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7667947821319103, "total_loss": 1.617262528219726} {"data_time": 0.016449611634016037, "eta_seconds": 79753.98093230836, "iteration": 167559, "loss_fcos_cls": 0.26512192911468446, "loss_fcos_ctr": 0.62282710429281, "loss_fcos_loc": 0.2048966835718602, "loss_mask": 0.268146357499063, "loss_maskiou": 0.005866830266313627, "loss_sem_seg": 0.286495020147413, "lr": 0.01, "mask_rcnn/accuracy": 0.8962551578008253, "mask_rcnn/false_negative": 0.08796647899383826, "mask_rcnn/false_positive": 0.1218272257529284, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7604634072631598, "total_loss": 1.6415861754885555} {"data_time": 0.01667086035013199, "eta_seconds": 79769.07970982138, "iteration": 167579, "loss_fcos_cls": 0.26743835490196943, "loss_fcos_ctr": 0.6195506069343537, "loss_fcos_loc": 0.19791400924441405, "loss_mask": 0.2863295180723071, "loss_maskiou": 0.005840223566337954, "loss_sem_seg": 0.30143081629648805, "lr": 0.01, "mask_rcnn/accuracy": 0.8848928776055878, "mask_rcnn/false_negative": 0.08677166711932059, "mask_rcnn/false_positive": 0.1540682551995839, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 33.75, "time": 0.7811020901426673, "total_loss": 1.6891782327948022} {"data_time": 0.016069937497377396, "eta_seconds": 79702.19187018834, "iteration": 167599, "loss_fcos_cls": 0.2552383760921657, "loss_fcos_ctr": 0.6211037198081613, "loss_fcos_loc": 0.19257587473839521, "loss_mask": 0.2762878714129329, "loss_maskiou": 0.005559223714953987, "loss_sem_seg": 0.28204467659816146, "lr": 0.01, "mask_rcnn/accuracy": 0.8854786706349206, "mask_rcnn/false_negative": 0.08531005202240827, "mask_rcnn/false_positive": 0.15316565068719817, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7725987397134304, "total_loss": 1.6669188606501848} {"data_time": 0.01672455482184887, "eta_seconds": 79698.46705303341, "iteration": 167619, "loss_fcos_cls": 0.252205423777923, "loss_fcos_ctr": 0.6241038143634796, "loss_fcos_loc": 0.19988299580290914, "loss_mask": 0.2821131721138954, "loss_maskiou": 0.005663343536980392, "loss_sem_seg": 0.2791348471073434, "lr": 0.01, "mask_rcnn/accuracy": 0.8734824951750363, "mask_rcnn/false_negative": 0.10307064397789896, "mask_rcnn/false_positive": 0.13823305269913955, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 23.25, "time": 0.7729505337774754, "total_loss": 1.654466441643308} {"data_time": 0.016419856809079647, "eta_seconds": 79661.62253692094, "iteration": 167639, "loss_fcos_cls": 0.25865778885781765, "loss_fcos_ctr": 0.6231978526338935, "loss_fcos_loc": 0.20670883764978498, "loss_mask": 0.28205876145511866, "loss_maskiou": 0.005822749553772155, "loss_sem_seg": 0.2549636191688478, "lr": 0.01, "mask_rcnn/accuracy": 0.8592644949684943, "mask_rcnn/false_negative": 0.10590963633667384, "mask_rcnn/false_positive": 0.15803861774594896, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7673161318525672, "total_loss": 1.653871455207991} {"data_time": 0.017502407543361187, "eta_seconds": 79636.66284205765, "iteration": 167659, "loss_fcos_cls": 0.2515194909647107, "loss_fcos_ctr": 0.6189146926626563, "loss_fcos_loc": 0.19547538412734866, "loss_mask": 0.2690362324938178, "loss_maskiou": 0.0052421343643800355, "loss_sem_seg": 0.27066939580254257, "lr": 0.01, "mask_rcnn/accuracy": 0.872419911842288, "mask_rcnn/false_negative": 0.1047426319140474, "mask_rcnn/false_positive": 0.16302473678930202, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.0, "time": 0.7963942587375641, "total_loss": 1.612119035784417} {"data_time": 0.016974964179098606, "eta_seconds": 79636.33037068974, "iteration": 167679, "loss_fcos_cls": 0.2626605632249266, "loss_fcos_ctr": 0.6231016404926777, "loss_fcos_loc": 0.20801052800379694, "loss_mask": 0.27155653201043606, "loss_maskiou": 0.005960947524727089, "loss_sem_seg": 0.2568482276983559, "lr": 0.01, "mask_rcnn/accuracy": 0.8777815002583311, "mask_rcnn/false_negative": 0.09346690101606384, "mask_rcnn/false_positive": 0.13184597215152716, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.25, "time": 0.7857305323705077, "total_loss": 1.6461035771935713} {"data_time": 0.015613799914717674, "eta_seconds": 79605.5368367061, "iteration": 167699, "loss_fcos_cls": 0.25722197617869824, "loss_fcos_ctr": 0.6234831418842077, "loss_fcos_loc": 0.20300340582616627, "loss_mask": 0.2743675597012043, "loss_maskiou": 0.006074488424928859, "loss_sem_seg": 0.3000989034771919, "lr": 0.01, "mask_rcnn/accuracy": 0.8778760842961524, "mask_rcnn/false_negative": 0.09481793833341756, "mask_rcnn/false_positive": 0.11186088159964327, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.5, "time": 0.7650327449664474, "total_loss": 1.6656476544667385} {"data_time": 0.016679052263498306, "eta_seconds": 79589.97383403033, "iteration": 167719, "loss_fcos_cls": 0.2529148911125958, "loss_fcos_ctr": 0.6175861777737737, "loss_fcos_loc": 0.19223815645091236, "loss_mask": 0.26983752101659775, "loss_maskiou": 0.005836071504745632, "loss_sem_seg": 0.27693714294582605, "lr": 0.01, "mask_rcnn/accuracy": 0.8902684369202226, "mask_rcnn/false_negative": 0.08951318396209293, "mask_rcnn/false_positive": 0.13258080215312565, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.25, "time": 0.7537078689783812, "total_loss": 1.6044504685633} {"data_time": 0.017376631498336792, "eta_seconds": 79565.33227112051, "iteration": 167739, "loss_fcos_cls": 0.24596708081662655, "loss_fcos_ctr": 0.6187464133836329, "loss_fcos_loc": 0.19458085647784173, "loss_mask": 0.26090223249047995, "loss_maskiou": 0.005309418433171231, "loss_sem_seg": 0.26737041026353836, "lr": 0.01, "mask_rcnn/accuracy": 0.8851964456759716, "mask_rcnn/false_negative": 0.10831311058918844, "mask_rcnn/false_positive": 0.11897966682296152, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.25, "time": 0.7691063117235899, "total_loss": 1.6140801485453267} {"data_time": 0.016826440580189228, "eta_seconds": 79551.26722567901, "iteration": 167759, "loss_fcos_cls": 0.25625439640134573, "loss_fcos_ctr": 0.6209905403666198, "loss_fcos_loc": 0.19152745883911848, "loss_mask": 0.25060701882466674, "loss_maskiou": 0.0058846111060120165, "loss_sem_seg": 0.307904111687094, "lr": 0.01, "mask_rcnn/accuracy": 0.8776520812406595, "mask_rcnn/false_negative": 0.09134441351835967, "mask_rcnn/false_positive": 0.1570381386445417, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.75, "time": 0.7768043670803308, "total_loss": 1.6414314965659287} {"data_time": 0.016207975335419178, "eta_seconds": 79573.91508803517, "iteration": 167779, "loss_fcos_cls": 0.26269899867475033, "loss_fcos_ctr": 0.6244174945168197, "loss_fcos_loc": 0.21135063306428492, "loss_mask": 0.2932353289797902, "loss_maskiou": 0.006713524446240626, "loss_sem_seg": 0.285959281376563, "lr": 0.01, "mask_rcnn/accuracy": 0.86995496820282, "mask_rcnn/false_negative": 0.12580130709482118, "mask_rcnn/false_positive": 0.1274160991899809, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.25, "time": 0.7827927805483341, "total_loss": 1.675176415432361} {"data_time": 0.016217059455811977, "eta_seconds": 79537.54870871734, "iteration": 167799, "loss_fcos_cls": 0.26350449584424496, "loss_fcos_ctr": 0.6198748564347625, "loss_fcos_loc": 0.19997989723924547, "loss_mask": 0.27603445667773485, "loss_maskiou": 0.005726567076635547, "loss_sem_seg": 0.321018613409251, "lr": 0.01, "mask_rcnn/accuracy": 0.8757798249169798, "mask_rcnn/false_negative": 0.10196837055082553, "mask_rcnn/false_positive": 0.13203362698962628, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7851227754727006, "total_loss": 1.7108297194063198} {"data_time": 0.016778266057372093, "eta_seconds": 79527.3685128903, "iteration": 167819, "loss_fcos_cls": 0.26765906263608485, "loss_fcos_ctr": 0.6206974321976304, "loss_fcos_loc": 0.2048002955270931, "loss_mask": 0.2659940477460623, "loss_maskiou": 0.005812244125991128, "loss_sem_seg": 0.27028365852311254, "lr": 0.01, "mask_rcnn/accuracy": 0.8889139134674848, "mask_rcnn/false_negative": 0.08405867137643525, "mask_rcnn/false_positive": 0.11942183068237572, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.25, "time": 0.7845156667754054, "total_loss": 1.6411446424899623} {"data_time": 0.016049149446189404, "eta_seconds": 79511.80253320467, "iteration": 167839, "loss_fcos_cls": 0.2690742590930313, "loss_fcos_ctr": 0.6196536142379045, "loss_fcos_loc": 0.2032784449402243, "loss_mask": 0.2757654460147023, "loss_maskiou": 0.0056816736032487825, "loss_sem_seg": 0.29637371213175356, "lr": 0.01, "mask_rcnn/accuracy": 0.8806275675854758, "mask_rcnn/false_negative": 0.089230250935179, "mask_rcnn/false_positive": 0.14184467486417204, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.75, "time": 0.7790371449664235, "total_loss": 1.6641514879811439} {"data_time": 0.01650180295109749, "eta_seconds": 79481.03281529993, "iteration": 167859, "loss_fcos_cls": 0.26509389420971274, "loss_fcos_ctr": 0.6191323027014732, "loss_fcos_loc": 0.19553869671653956, "loss_mask": 0.27427683398127556, "loss_maskiou": 0.005548950663069263, "loss_sem_seg": 0.2678787582553923, "lr": 0.01, "mask_rcnn/accuracy": 0.892529139330086, "mask_rcnn/false_negative": 0.08412359489276278, "mask_rcnn/false_positive": 0.10813277209912639, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.5, "time": 0.7735582524910569, "total_loss": 1.6372271438776806} {"data_time": 0.015718281269073486, "eta_seconds": 79456.40368135553, "iteration": 167879, "loss_fcos_cls": 0.2426979667507112, "loss_fcos_ctr": 0.6254902761429548, "loss_fcos_loc": 0.21008741157129407, "loss_mask": 0.2853035181760788, "loss_maskiou": 0.005848989283549599, "loss_sem_seg": 0.27656032680533826, "lr": 0.01, "mask_rcnn/accuracy": 0.8711440806730215, "mask_rcnn/false_negative": 0.12317987974557053, "mask_rcnn/false_positive": 0.14145726571350778, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.7762613631784916, "total_loss": 1.6273382718791254} {"data_time": 0.01673352438956499, "eta_seconds": 79449.90680994838, "iteration": 167899, "loss_fcos_cls": 0.2569239744916558, "loss_fcos_ctr": 0.6186955748125911, "loss_fcos_loc": 0.18829155614366755, "loss_mask": 0.2618132485076785, "loss_maskiou": 0.00492153805680573, "loss_sem_seg": 0.2735312022268772, "lr": 0.01, "mask_rcnn/accuracy": 0.8735037284144427, "mask_rcnn/false_negative": 0.09100984008273491, "mask_rcnn/false_positive": 0.14444017137736223, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7972529325634241, "total_loss": 1.6270757098027389} {"data_time": 0.01739743072539568, "eta_seconds": 79425.28122713696, "iteration": 167919, "loss_fcos_cls": 0.2653379528783262, "loss_fcos_ctr": 0.6186043294146657, "loss_fcos_loc": 0.19524601637385786, "loss_mask": 0.26433086581528187, "loss_maskiou": 0.005335649715561885, "loss_sem_seg": 0.32546203630045056, "lr": 0.01, "mask_rcnn/accuracy": 0.878111616011765, "mask_rcnn/false_negative": 0.08239134030219097, "mask_rcnn/false_positive": 0.15087714446593298, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.5, "time": 0.7864602440968156, "total_loss": 1.6720457587216515} {"data_time": 0.01727042905986309, "eta_seconds": 79411.21354759857, "iteration": 167939, "loss_fcos_cls": 0.2617130089784041, "loss_fcos_ctr": 0.6220663385465741, "loss_fcos_loc": 0.2081884399522096, "loss_mask": 0.27082545403391123, "loss_maskiou": 0.005766954905993771, "loss_sem_seg": 0.30556288186926395, "lr": 0.01, "mask_rcnn/accuracy": 0.8767698547673037, "mask_rcnn/false_negative": 0.09005597485401201, "mask_rcnn/false_positive": 0.15281168242257545, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.0, "time": 0.7825741777196527, "total_loss": 1.6774038067960646} {"data_time": 0.01638558879494667, "eta_seconds": 79418.40665509086, "iteration": 167959, "loss_fcos_cls": 0.24757076893001795, "loss_fcos_ctr": 0.6216933187097311, "loss_fcos_loc": 0.20535399112850428, "loss_mask": 0.2761965384706855, "loss_maskiou": 0.005497031619597692, "loss_sem_seg": 0.2991205304861069, "lr": 0.01, "mask_rcnn/accuracy": 0.874874860391918, "mask_rcnn/false_negative": 0.10086593946370512, "mask_rcnn/false_positive": 0.14972607936558952, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.7897033020853996, "total_loss": 1.6617993553591077} {"data_time": 0.017875866033136845, "eta_seconds": 79397.46437717881, "iteration": 167979, "loss_fcos_cls": 0.2665873996447772, "loss_fcos_ctr": 0.6175801176577806, "loss_fcos_loc": 0.19962297996971756, "loss_mask": 0.2751478422433138, "loss_maskiou": 0.0059602428518701345, "loss_sem_seg": 0.29827969428151846, "lr": 0.01, "mask_rcnn/accuracy": 0.8716460495412135, "mask_rcnn/false_negative": 0.11112595151101515, "mask_rcnn/false_positive": 0.14349566549735965, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.75, "time": 0.785640842281282, "total_loss": 1.652818140693853} {"data_time": 0.01703912578523159, "eta_seconds": 79439.33630754426, "iteration": 167999, "loss_fcos_cls": 0.26176680624485016, "loss_fcos_ctr": 0.6220236187800765, "loss_fcos_loc": 0.20666102785617113, "loss_mask": 0.268084273673594, "loss_maskiou": 0.006340882246149704, "loss_sem_seg": 0.2586527308449149, "lr": 0.01, "mask_rcnn/accuracy": 0.8820026190087686, "mask_rcnn/false_negative": 0.09904628958308163, "mask_rcnn/false_positive": 0.14515702704589847, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 41.25, "time": 0.7956855138763785, "total_loss": 1.668579309087363} {"data_time": 0.017378819175064564, "eta_seconds": 79423.76011979952, "iteration": 168019, "loss_fcos_cls": 0.2603034514468163, "loss_fcos_ctr": 0.6196351973339915, "loss_fcos_loc": 0.1978026230353862, "loss_mask": 0.26042619720101357, "loss_maskiou": 0.005512856947461842, "loss_sem_seg": 0.283975787460804, "lr": 0.01, "mask_rcnn/accuracy": 0.8838865546218487, "mask_rcnn/false_negative": 0.08848057614524318, "mask_rcnn/false_positive": 0.13492989299571795, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7786544999107718, "total_loss": 1.6434216683264822} {"data_time": 0.01526818610727787, "eta_seconds": 79390.05111621413, "iteration": 168039, "loss_fcos_cls": 0.2634082168806344, "loss_fcos_ctr": 0.6226514372974634, "loss_fcos_loc": 0.20331567944958806, "loss_mask": 0.2773917820304632, "loss_maskiou": 0.0055637726036366075, "loss_sem_seg": 0.28897057694848627, "lr": 0.01, "mask_rcnn/accuracy": 0.8666857403126291, "mask_rcnn/false_negative": 0.10129139122658337, "mask_rcnn/false_positive": 0.15478686455591595, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.0, "time": 0.7739761397242546, "total_loss": 1.6555461098832893} {"data_time": 0.01701589021831751, "eta_seconds": 79340.57675666269, "iteration": 168059, "loss_fcos_cls": 0.25705916061997414, "loss_fcos_ctr": 0.6216425504535437, "loss_fcos_loc": 0.18835564865730703, "loss_mask": 0.2638549320399761, "loss_maskiou": 0.00489984131854726, "loss_sem_seg": 0.31323425471782684, "lr": 0.01, "mask_rcnn/accuracy": 0.9092416324883464, "mask_rcnn/false_negative": 0.07877765605152587, "mask_rcnn/false_positive": 0.13143784826837138, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.75, "time": 0.7926838379353285, "total_loss": 1.6657667065264832} {"data_time": 0.016698354855179787, "eta_seconds": 79312.52283212729, "iteration": 168079, "loss_fcos_cls": 0.2594205983914435, "loss_fcos_ctr": 0.6199910566210747, "loss_fcos_loc": 0.20270483335480094, "loss_mask": 0.2777109509333968, "loss_maskiou": 0.005920417839661241, "loss_sem_seg": 0.30560039496049285, "lr": 0.01, "mask_rcnn/accuracy": 0.8884473144096348, "mask_rcnn/false_negative": 0.10589305352867412, "mask_rcnn/false_positive": 0.10445904317057841, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7594108916819096, "total_loss": 1.6675783061946277} {"data_time": 0.01719192322343588, "eta_seconds": 79285.23018315341, "iteration": 168099, "loss_fcos_cls": 0.25942144775763154, "loss_fcos_ctr": 0.6238004779443145, "loss_fcos_loc": 0.21172090177424252, "loss_mask": 0.27998256869614124, "loss_maskiou": 0.005957173503702506, "loss_sem_seg": 0.3054912472143769, "lr": 0.01, "mask_rcnn/accuracy": 0.8780207158621025, "mask_rcnn/false_negative": 0.1119495339892089, "mask_rcnn/false_positive": 0.1371894908964691, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.75, "time": 0.7757344776764512, "total_loss": 1.680233946597582} {"data_time": 0.018531723879277706, "eta_seconds": 79275.19547900558, "iteration": 168119, "loss_fcos_cls": 0.2584549291059375, "loss_fcos_ctr": 0.6185612864792347, "loss_fcos_loc": 0.20292720827274024, "loss_mask": 0.27750475239008665, "loss_maskiou": 0.005755071411840618, "loss_sem_seg": 0.2967122197151184, "lr": 0.01, "mask_rcnn/accuracy": 0.8770616005022699, "mask_rcnn/false_negative": 0.10858200341764405, "mask_rcnn/false_positive": 0.13411622814532204, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.0, "time": 0.7905992977321148, "total_loss": 1.6737512091785902} {"data_time": 0.01656490284949541, "eta_seconds": 79272.94497136679, "iteration": 168139, "loss_fcos_cls": 0.25850628362968564, "loss_fcos_ctr": 0.6215690355747938, "loss_fcos_loc": 0.2141782499384135, "loss_mask": 0.2882284950464964, "loss_maskiou": 0.0061448046180885285, "loss_sem_seg": 0.26909233699552715, "lr": 0.01, "mask_rcnn/accuracy": 0.8755384436613629, "mask_rcnn/false_negative": 0.10548868050500128, "mask_rcnn/false_positive": 0.1534954157284102, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.75, "time": 0.7818517796695232, "total_loss": 1.6751881650779978} {"data_time": 0.015689512714743614, "eta_seconds": 79262.74685823452, "iteration": 168159, "loss_fcos_cls": 0.24823094415478408, "loss_fcos_ctr": 0.6194508029147983, "loss_fcos_loc": 0.19744741404429078, "loss_mask": 0.2808878682553768, "loss_maskiou": 0.005823790103022475, "loss_sem_seg": 0.2647549845278263, "lr": 0.01, "mask_rcnn/accuracy": 0.8866045200547752, "mask_rcnn/false_negative": 0.10313216253377341, "mask_rcnn/false_positive": 0.12945846755998563, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7588346926495433, "total_loss": 1.5976888197546941} {"data_time": 0.01680833287537098, "eta_seconds": 79291.29163628072, "iteration": 168179, "loss_fcos_cls": 0.26668501552194357, "loss_fcos_ctr": 0.6215310767292976, "loss_fcos_loc": 0.20522910612635314, "loss_mask": 0.2788735223002732, "loss_maskiou": 0.006284311144554522, "loss_sem_seg": 0.28126792213879526, "lr": 0.01, "mask_rcnn/accuracy": 0.8843557877696533, "mask_rcnn/false_negative": 0.09439032362340072, "mask_rcnn/false_positive": 0.11219288499211519, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.788154442794621, "total_loss": 1.671030644851271} {"data_time": 0.01752008032053709, "eta_seconds": 79283.5744300969, "iteration": 168199, "loss_fcos_cls": 0.25968774897046387, "loss_fcos_ctr": 0.6222296706400812, "loss_fcos_loc": 0.19655749516095966, "loss_mask": 0.26673680637031794, "loss_maskiou": 0.005478304534335621, "loss_sem_seg": 0.27730340423295274, "lr": 0.01, "mask_rcnn/accuracy": 0.8775242239753044, "mask_rcnn/false_negative": 0.10365263806831171, "mask_rcnn/false_positive": 0.11557371620592294, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7765595447272062, "total_loss": 1.5963323587493505} {"data_time": 0.016647658310830593, "eta_seconds": 79292.97783601563, "iteration": 168219, "loss_fcos_cls": 0.2707332340069115, "loss_fcos_ctr": 0.6232509124092758, "loss_fcos_loc": 0.20234996639192104, "loss_mask": 0.2776432642713189, "loss_maskiou": 0.00591676589101553, "loss_sem_seg": 0.2791993219871074, "lr": 0.01, "mask_rcnn/accuracy": 0.886388741477371, "mask_rcnn/false_negative": 0.08809094600324231, "mask_rcnn/false_positive": 0.1321514624977007, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.77738634403795, "total_loss": 1.6654860317212297} {"data_time": 0.016207615844905376, "eta_seconds": 79307.5548072448, "iteration": 168239, "loss_fcos_cls": 0.27127499890048057, "loss_fcos_ctr": 0.6204605451785028, "loss_fcos_loc": 0.19782923988532275, "loss_mask": 0.26993679720908403, "loss_maskiou": 0.00642905252516357, "loss_sem_seg": 0.2585241561755538, "lr": 0.01, "mask_rcnn/accuracy": 0.8920574868365425, "mask_rcnn/false_negative": 0.09298167088569392, "mask_rcnn/false_positive": 0.12977200106154368, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 29.75, "time": 0.7885333206504583, "total_loss": 1.6224093317214283} {"data_time": 0.016036033630371094, "eta_seconds": 79251.37643998768, "iteration": 168259, "loss_fcos_cls": 0.2619461624417454, "loss_fcos_ctr": 0.6222275588661432, "loss_fcos_loc": 0.20604012347757816, "loss_mask": 0.2705760607495904, "loss_maskiou": 0.005870470718946308, "loss_sem_seg": 0.26232436019927263, "lr": 0.01, "mask_rcnn/accuracy": 0.8901128633271491, "mask_rcnn/false_negative": 0.09639071681946292, "mask_rcnn/false_positive": 0.1411047930450814, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7745805568993092, "total_loss": 1.6372096796985716} {"data_time": 0.01783379539847374, "eta_seconds": 79201.62096377928, "iteration": 168279, "loss_fcos_cls": 0.25629766908241436, "loss_fcos_ctr": 0.6184913367033005, "loss_fcos_loc": 0.18627625366207212, "loss_mask": 0.2687553530558944, "loss_maskiou": 0.005814503900182899, "loss_sem_seg": 0.25481363385915756, "lr": 0.01, "mask_rcnn/accuracy": 0.8981141538247952, "mask_rcnn/false_negative": 0.09412211528019684, "mask_rcnn/false_positive": 0.1159042141391185, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7780856136232615, "total_loss": 1.59947776345507} {"data_time": 0.017217046581208706, "eta_seconds": 79211.13987594284, "iteration": 168299, "loss_fcos_cls": 0.2530926918843761, "loss_fcos_ctr": 0.6190741825848818, "loss_fcos_loc": 0.1962122900877148, "loss_mask": 0.2777128564193845, "loss_maskiou": 0.005769788011093624, "loss_sem_seg": 0.2939621969126165, "lr": 0.01, "mask_rcnn/accuracy": 0.8884539688111117, "mask_rcnn/false_negative": 0.08712226438336185, "mask_rcnn/false_positive": 0.13230860579327214, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.75, "time": 0.7807045057415962, "total_loss": 1.6290909358212957} {"data_time": 0.015727785415947437, "eta_seconds": 79187.30042255111, "iteration": 168319, "loss_fcos_cls": 0.26713583222590387, "loss_fcos_ctr": 0.6194634949788451, "loss_fcos_loc": 0.20024781173560768, "loss_mask": 0.28207039553672075, "loss_maskiou": 0.005837953196532908, "loss_sem_seg": 0.2570397078525275, "lr": 0.01, "mask_rcnn/accuracy": 0.8710134416977823, "mask_rcnn/false_negative": 0.10757062413461546, "mask_rcnn/false_positive": 0.15436014697453465, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.5, "time": 0.7800573892891407, "total_loss": 1.6501446093898267} {"data_time": 0.016497456468641758, "eta_seconds": 79163.7990049962, "iteration": 168339, "loss_fcos_cls": 0.2572618636768311, "loss_fcos_ctr": 0.6174361840821803, "loss_fcos_loc": 0.1946574791218154, "loss_mask": 0.2578374920412898, "loss_maskiou": 0.005296441668178886, "loss_sem_seg": 0.28795767156407237, "lr": 0.01, "mask_rcnn/accuracy": 0.8875480227407744, "mask_rcnn/false_negative": 0.09384622841335737, "mask_rcnn/false_positive": 0.12272843719145674, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.25, "time": 0.7661194261163473, "total_loss": 1.6256634252058575} {"data_time": 0.015476479195058346, "eta_seconds": 79120.42624854203, "iteration": 168359, "loss_fcos_cls": 0.2542980625294149, "loss_fcos_ctr": 0.6216262318193913, "loss_fcos_loc": 0.19388667633756995, "loss_mask": 0.2667474951595068, "loss_maskiou": 0.00571202031642315, "loss_sem_seg": 0.26304434053599834, "lr": 0.01, "mask_rcnn/accuracy": 0.8856900348115786, "mask_rcnn/false_negative": 0.09167613726548364, "mask_rcnn/false_positive": 0.14063620755725303, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.75, "time": 0.7766603650525212, "total_loss": 1.5927609954596846} {"data_time": 0.014999734237790108, "eta_seconds": 79132.65085614659, "iteration": 168379, "loss_fcos_cls": 0.26908652973361313, "loss_fcos_ctr": 0.6229988541454077, "loss_fcos_loc": 0.20875197160057724, "loss_mask": 0.28300665225833654, "loss_maskiou": 0.005774695637228433, "loss_sem_seg": 0.29862087056972086, "lr": 0.01, "mask_rcnn/accuracy": 0.8829677975086139, "mask_rcnn/false_negative": 0.10447789700294674, "mask_rcnn/false_positive": 0.17085061677618923, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 41.75, "time": 0.7821698663756251, "total_loss": 1.67822552571306} {"data_time": 0.016816355288028717, "eta_seconds": 79108.1079117665, "iteration": 168399, "loss_fcos_cls": 0.2602261733263731, "loss_fcos_ctr": 0.6203489922918379, "loss_fcos_loc": 0.2016876933630556, "loss_mask": 0.2674498539417982, "loss_maskiou": 0.005604317084362265, "loss_sem_seg": 0.30879150121472776, "lr": 0.01, "mask_rcnn/accuracy": 0.8673167854059505, "mask_rcnn/false_negative": 0.1047151382033114, "mask_rcnn/false_positive": 0.16749174046930243, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.25, "time": 0.7813753094524145, "total_loss": 1.66314084062833} {"data_time": 0.016598314978182316, "eta_seconds": 79092.53560284991, "iteration": 168419, "loss_fcos_cls": 0.2667989011388272, "loss_fcos_ctr": 0.6224414668977261, "loss_fcos_loc": 0.20975015498697758, "loss_mask": 0.2807243727147579, "loss_maskiou": 0.006018169158778619, "loss_sem_seg": 0.29469402111135423, "lr": 0.01, "mask_rcnn/accuracy": 0.8725833486813678, "mask_rcnn/false_negative": 0.10537584644900344, "mask_rcnn/false_positive": 0.15660339951414548, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.0, "time": 0.7800171859562397, "total_loss": 1.6720619696716312} {"data_time": 0.01596874836832285, "eta_seconds": 79058.15183073934, "iteration": 168439, "loss_fcos_cls": 0.25258159765508026, "loss_fcos_ctr": 0.6189748998731375, "loss_fcos_loc": 0.19141182251041755, "loss_mask": 0.2722685728222132, "loss_maskiou": 0.0049021127706510015, "loss_sem_seg": 0.2774107735604048, "lr": 0.01, "mask_rcnn/accuracy": 0.8867263772209599, "mask_rcnn/false_negative": 0.0965438673297723, "mask_rcnn/false_positive": 0.1214302049087657, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 31.75, "time": 0.7709333207458258, "total_loss": 1.6163770945568103} {"data_time": 0.016424816101789474, "eta_seconds": 79023.90615974274, "iteration": 168459, "loss_fcos_cls": 0.26398903992958367, "loss_fcos_ctr": 0.6222852971404791, "loss_fcos_loc": 0.20127787993988022, "loss_mask": 0.2754919594153762, "loss_maskiou": 0.00542329440213507, "loss_sem_seg": 0.2868862096220255, "lr": 0.01, "mask_rcnn/accuracy": 0.9002274322427384, "mask_rcnn/false_negative": 0.08640232241519112, "mask_rcnn/false_positive": 0.12135491295600648, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.5, "time": 0.7710390537977219, "total_loss": 1.6428226362913847} {"data_time": 0.01609964855015278, "eta_seconds": 78989.56686807703, "iteration": 168479, "loss_fcos_cls": 0.25314351939596236, "loss_fcos_ctr": 0.619411745108664, "loss_fcos_loc": 0.2029219878022559, "loss_mask": 0.26769318897277117, "loss_maskiou": 0.005822155588248279, "loss_sem_seg": 0.29668180691078305, "lr": 0.01, "mask_rcnn/accuracy": 0.8863690919075964, "mask_rcnn/false_negative": 0.09439695463804117, "mask_rcnn/false_positive": 0.11805017481972438, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.75, "time": 0.7553031854331493, "total_loss": 1.654403930886474} {"data_time": 0.01678909081965685, "eta_seconds": 78979.51155087352, "iteration": 168499, "loss_fcos_cls": 0.26589634269475937, "loss_fcos_ctr": 0.6221440732479095, "loss_fcos_loc": 0.20485648699104786, "loss_mask": 0.2728314734995365, "loss_maskiou": 0.005402389524533646, "loss_sem_seg": 0.2985205268487334, "lr": 0.01, "mask_rcnn/accuracy": 0.8922807189859066, "mask_rcnn/false_negative": 0.09336852465289003, "mask_rcnn/false_positive": 0.12333192912308058, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.75, "time": 0.779222346842289, "total_loss": 1.6740828886977397} {"data_time": 0.016451196745038033, "eta_seconds": 78958.44441385847, "iteration": 168519, "loss_fcos_cls": 0.2391426822869107, "loss_fcos_ctr": 0.6183627843856812, "loss_fcos_loc": 0.18287289468571544, "loss_mask": 0.27093034982681274, "loss_maskiou": 0.005253618452115916, "loss_sem_seg": 0.2962630125693977, "lr": 0.01, "mask_rcnn/accuracy": 0.8815140861720036, "mask_rcnn/false_negative": 0.08507827428929748, "mask_rcnn/false_positive": 0.1571404837769685, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.5, "time": 0.7746300725266337, "total_loss": 1.614676598161168} {"data_time": 0.016362067312002182, "eta_seconds": 78948.38692685962, "iteration": 168539, "loss_fcos_cls": 0.2694805981591344, "loss_fcos_ctr": 0.6227118079550564, "loss_fcos_loc": 0.20709028095006943, "loss_mask": 0.27925505861639977, "loss_maskiou": 0.005742508619732689, "loss_sem_seg": 0.2937293667346239, "lr": 0.01, "mask_rcnn/accuracy": 0.8866036155764714, "mask_rcnn/false_negative": 0.07467883097585995, "mask_rcnn/false_positive": 0.1671762283873613, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 28.5, "time": 0.7737682955339551, "total_loss": 1.6936456804542104} {"data_time": 0.01627185568213463, "eta_seconds": 78938.9981320221, "iteration": 168559, "loss_fcos_cls": 0.2563803610391915, "loss_fcos_ctr": 0.6213311087340117, "loss_fcos_loc": 0.2075660489499569, "loss_mask": 0.2758411895483732, "loss_maskiou": 0.005833467657794245, "loss_sem_seg": 0.2768992802593857, "lr": 0.01, "mask_rcnn/accuracy": 0.8828450045395335, "mask_rcnn/false_negative": 0.0888523721696324, "mask_rcnn/false_positive": 0.1420440590241186, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7594427317380905, "total_loss": 1.6655353201895196} {"data_time": 0.01609387993812561, "eta_seconds": 78932.28169842996, "iteration": 168579, "loss_fcos_cls": 0.2683059903793037, "loss_fcos_ctr": 0.6200016178190708, "loss_fcos_loc": 0.19461438385769725, "loss_mask": 0.2672793408855796, "loss_maskiou": 0.005978715926175937, "loss_sem_seg": 0.2825396489351988, "lr": 0.01, "mask_rcnn/accuracy": 0.8859885972461274, "mask_rcnn/false_negative": 0.104304830810416, "mask_rcnn/false_positive": 0.12038246850533854, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7813374232500792, "total_loss": 1.6379698169766925} {"data_time": 0.0162980854511261, "eta_seconds": 78932.24735141918, "iteration": 168599, "loss_fcos_cls": 0.26654207590036094, "loss_fcos_ctr": 0.6202814215794206, "loss_fcos_loc": 0.20205103378975764, "loss_mask": 0.27177597861737013, "loss_maskiou": 0.005698186650988646, "loss_sem_seg": 0.2863807682879269, "lr": 0.01, "mask_rcnn/accuracy": 0.8868276362968965, "mask_rcnn/false_negative": 0.10063348285932083, "mask_rcnn/false_positive": 0.14180257808140917, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.25, "time": 0.7714226758107543, "total_loss": 1.6794011447636876} {"data_time": 0.016575884073972702, "eta_seconds": 78945.76196304895, "iteration": 168619, "loss_fcos_cls": 0.2719067153520882, "loss_fcos_ctr": 0.6201659040525556, "loss_fcos_loc": 0.19510201388038695, "loss_mask": 0.2763524940237403, "loss_maskiou": 0.006003907743433956, "loss_sem_seg": 0.29351703613065183, "lr": 0.01, "mask_rcnn/accuracy": 0.8679930017984205, "mask_rcnn/false_negative": 0.10561293920022742, "mask_rcnn/false_positive": 0.15318170649954005, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.25, "time": 0.8045007530599833, "total_loss": 1.6760209441999905} {"data_time": 0.014177732169628143, "eta_seconds": 78946.32647629268, "iteration": 168639, "loss_fcos_cls": 0.2484690856654197, "loss_fcos_ctr": 0.6195362079888582, "loss_fcos_loc": 0.19070864794775844, "loss_mask": 0.26180050894618034, "loss_maskiou": 0.004742180517496308, "loss_sem_seg": 0.295076347887516, "lr": 0.01, "mask_rcnn/accuracy": 0.8838297074653848, "mask_rcnn/false_negative": 0.09629075771684062, "mask_rcnn/false_positive": 0.13029198176542145, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7838211664929986, "total_loss": 1.6332995630073128} {"data_time": 0.016415256075561047, "eta_seconds": 78928.27190077491, "iteration": 168659, "loss_fcos_cls": 0.25858310237526894, "loss_fcos_ctr": 0.6205699234269559, "loss_fcos_loc": 0.19938866537995636, "loss_mask": 0.2788018183782697, "loss_maskiou": 0.006005305618600687, "loss_sem_seg": 0.30093051539734006, "lr": 0.01, "mask_rcnn/accuracy": 0.8972120461556716, "mask_rcnn/false_negative": 0.10505468803783202, "mask_rcnn/false_positive": 0.1191734107065022, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 24.0, "time": 0.7845237487927079, "total_loss": 1.650822787443758} {"data_time": 0.015477226115763187, "eta_seconds": 78925.98062084801, "iteration": 168679, "loss_fcos_cls": 0.26244008203502744, "loss_fcos_ctr": 0.6217010943219066, "loss_fcos_loc": 0.19907997106201947, "loss_mask": 0.27676069270819426, "loss_maskiou": 0.005352683758246712, "loss_sem_seg": 0.3112398972734809, "lr": 0.01, "mask_rcnn/accuracy": 0.890522257140333, "mask_rcnn/false_negative": 0.0930264455136249, "mask_rcnn/false_positive": 0.12480813282146658, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7998756691813469, "total_loss": 1.6698945136304246} {"data_time": 0.016185459680855274, "eta_seconds": 78939.59396964591, "iteration": 168699, "loss_fcos_cls": 0.2611758627463132, "loss_fcos_ctr": 0.6207955069839954, "loss_fcos_loc": 0.19548143167048693, "loss_mask": 0.2760992790572345, "loss_maskiou": 0.006024853981216438, "loss_sem_seg": 0.3032669755630195, "lr": 0.01, "mask_rcnn/accuracy": 0.8755776300419158, "mask_rcnn/false_negative": 0.08613159991017529, "mask_rcnn/false_positive": 0.16833001934322778, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.5, "time": 0.7711745323613286, "total_loss": 1.6789431665092707} {"data_time": 0.017132148146629333, "eta_seconds": 78924.00881373044, "iteration": 168719, "loss_fcos_cls": 0.26186328404583037, "loss_fcos_ctr": 0.6239216234534979, "loss_fcos_loc": 0.2038009612588212, "loss_mask": 0.2731452537700534, "loss_maskiou": 0.006913213132065721, "loss_sem_seg": 0.29222751036286354, "lr": 0.01, "mask_rcnn/accuracy": 0.8788237971985988, "mask_rcnn/false_negative": 0.10324264732578708, "mask_rcnn/false_positive": 0.13267160200221043, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.25, "time": 0.7752610137686133, "total_loss": 1.662838920718059} {"data_time": 0.015881085768342018, "eta_seconds": 78974.9465350397, "iteration": 168739, "loss_fcos_cls": 0.26618377841077745, "loss_fcos_ctr": 0.6223842045292258, "loss_fcos_loc": 0.19850949721876532, "loss_mask": 0.2726395083591342, "loss_maskiou": 0.005814503303554375, "loss_sem_seg": 0.2978770826011896, "lr": 0.01, "mask_rcnn/accuracy": 0.8693630778334726, "mask_rcnn/false_negative": 0.09300544604276723, "mask_rcnn/false_positive": 0.15417172567336995, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.5, "time": 0.7882345542311668, "total_loss": 1.6791404041141504} {"data_time": 0.017370070330798626, "eta_seconds": 78959.34824023023, "iteration": 168759, "loss_fcos_cls": 0.2559272381477058, "loss_fcos_ctr": 0.6236346187070012, "loss_fcos_loc": 0.2055421252734959, "loss_mask": 0.2840593894943595, "loss_maskiou": 0.005511534531251527, "loss_sem_seg": 0.2888105036690831, "lr": 0.01, "mask_rcnn/accuracy": 0.8753767204556241, "mask_rcnn/false_negative": 0.11960933219606443, "mask_rcnn/false_positive": 0.12584665528734604, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7714020358398557, "total_loss": 1.6457530522020534} {"data_time": 0.015541342087090015, "eta_seconds": 78867.13399699144, "iteration": 168779, "loss_fcos_cls": 0.2586730618495494, "loss_fcos_ctr": 0.6230283649638295, "loss_fcos_loc": 0.2103582922136411, "loss_mask": 0.27569380681961775, "loss_maskiou": 0.005765298943515518, "loss_sem_seg": 0.2745547299273312, "lr": 0.01, "mask_rcnn/accuracy": 0.8719304009482581, "mask_rcnn/false_negative": 0.11600565148282327, "mask_rcnn/false_positive": 0.12377007891868233, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7665125606581569, "total_loss": 1.6563654566416517} {"data_time": 0.017344355583190918, "eta_seconds": 78923.10829159431, "iteration": 168799, "loss_fcos_cls": 0.2749714385718107, "loss_fcos_ctr": 0.6208772724494338, "loss_fcos_loc": 0.2036724123172462, "loss_mask": 0.2700321734882891, "loss_maskiou": 0.005162311426829547, "loss_sem_seg": 0.28515358502045274, "lr": 0.01, "mask_rcnn/accuracy": 0.8632554108919501, "mask_rcnn/false_negative": 0.109027860903708, "mask_rcnn/false_positive": 0.15306208789148834, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7914753202348948, "total_loss": 1.634489602098256} {"data_time": 0.0172707699239254, "eta_seconds": 78873.58619467635, "iteration": 168819, "loss_fcos_cls": 0.26484490605071187, "loss_fcos_ctr": 0.6219404302537441, "loss_fcos_loc": 0.20574599702376872, "loss_mask": 0.28021804988384247, "loss_maskiou": 0.005649133330734912, "loss_sem_seg": 0.2911228546872735, "lr": 0.01, "mask_rcnn/accuracy": 0.8753179532682638, "mask_rcnn/false_negative": 0.09438462451067804, "mask_rcnn/false_positive": 0.15541022222215606, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7854405166581273, "total_loss": 1.665256317181047} {"data_time": 0.015752140432596207, "eta_seconds": 78896.95506099239, "iteration": 168839, "loss_fcos_cls": 0.25595756713300943, "loss_fcos_ctr": 0.621998998336494, "loss_fcos_loc": 0.20962778432294726, "loss_mask": 0.27656447421759367, "loss_maskiou": 0.005102100061776582, "loss_sem_seg": 0.26237049140036106, "lr": 0.01, "mask_rcnn/accuracy": 0.8734066497051349, "mask_rcnn/false_negative": 0.11761247341438191, "mask_rcnn/false_positive": 0.14202214747058903, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.0, "time": 0.781155820004642, "total_loss": 1.6159631038317457} {"data_time": 0.015852239914238453, "eta_seconds": 78876.31639727019, "iteration": 168859, "loss_fcos_cls": 0.2743308311328292, "loss_fcos_ctr": 0.6229792824015021, "loss_fcos_loc": 0.20949206681689247, "loss_mask": 0.2814827160909772, "loss_maskiou": 0.005647009093081579, "loss_sem_seg": 0.2980848979204893, "lr": 0.01, "mask_rcnn/accuracy": 0.9048950370281892, "mask_rcnn/false_negative": 0.10551436128814728, "mask_rcnn/false_positive": 0.11019529276793923, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7666489686816931, "total_loss": 1.7030092354980297} {"data_time": 0.01660265401005745, "eta_seconds": 78865.75847137347, "iteration": 168879, "loss_fcos_cls": 0.2594621831085533, "loss_fcos_ctr": 0.6192492148838937, "loss_fcos_loc": 0.20565776387229562, "loss_mask": 0.2690019980072975, "loss_maskiou": 0.00595522801449988, "loss_sem_seg": 0.2950791302137077, "lr": 0.01, "mask_rcnn/accuracy": 0.8833776398803352, "mask_rcnn/false_negative": 0.09272137208262832, "mask_rcnn/false_positive": 0.13136451875862254, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.0, "time": 0.7782863965258002, "total_loss": 1.675919495850394} {"data_time": 0.014305825345218182, "eta_seconds": 78733.53294119053, "iteration": 168899, "loss_fcos_cls": 0.24880694574676454, "loss_fcos_ctr": 0.6231422070413828, "loss_fcos_loc": 0.20011324307415634, "loss_mask": 0.2794258091598749, "loss_maskiou": 0.005891301378142089, "loss_sem_seg": 0.2840988850221038, "lr": 0.01, "mask_rcnn/accuracy": 0.872527158508331, "mask_rcnn/false_negative": 0.09301821337622801, "mask_rcnn/false_positive": 0.14953107463749146, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7629080954939127, "total_loss": 1.6608948462671833} {"data_time": 0.016503597609698772, "eta_seconds": 78693.03224781994, "iteration": 168919, "loss_fcos_cls": 0.2614236755762249, "loss_fcos_ctr": 0.6213994408026338, "loss_fcos_loc": 0.19898612168617547, "loss_mask": 0.2713364535011351, "loss_maskiou": 0.005887889921723399, "loss_sem_seg": 0.2996287629939616, "lr": 0.01, "mask_rcnn/accuracy": 0.876053467808787, "mask_rcnn/false_negative": 0.10205179961843616, "mask_rcnn/false_positive": 0.1486180569370674, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.0, "time": 0.7675831010565162, "total_loss": 1.6539648338221014} {"data_time": 0.016190039925277233, "eta_seconds": 78649.43073909916, "iteration": 168939, "loss_fcos_cls": 0.2661387762054801, "loss_fcos_ctr": 0.6200410900637507, "loss_fcos_loc": 0.20360933034680784, "loss_mask": 0.275937651284039, "loss_maskiou": 0.005770795723947231, "loss_sem_seg": 0.2989643467590213, "lr": 0.01, "mask_rcnn/accuracy": 0.8783506300247372, "mask_rcnn/false_negative": 0.10676393833951679, "mask_rcnn/false_positive": 0.14867054703754437, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.0, "time": 0.771441288292408, "total_loss": 1.6391261983226286} {"data_time": 0.01574016734957695, "eta_seconds": 78615.0827181302, "iteration": 168959, "loss_fcos_cls": 0.2732957561966032, "loss_fcos_ctr": 0.624113111756742, "loss_fcos_loc": 0.21254647453315556, "loss_mask": 0.2768487688153982, "loss_maskiou": 0.006505818004370667, "loss_sem_seg": 0.2750627612695098, "lr": 0.01, "mask_rcnn/accuracy": 0.859172077922078, "mask_rcnn/false_negative": 0.1104210487805607, "mask_rcnn/false_positive": 0.14953917640003334, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.25, "time": 0.7923974143341184, "total_loss": 1.6652589047371293} {"data_time": 0.016286391764879227, "eta_seconds": 78585.0237625828, "iteration": 168979, "loss_fcos_cls": 0.26360260881483555, "loss_fcos_ctr": 0.6221359735354781, "loss_fcos_loc": 0.20280795043800026, "loss_mask": 0.26733612455427647, "loss_maskiou": 0.005345190169464331, "loss_sem_seg": 0.30460973968729377, "lr": 0.01, "mask_rcnn/accuracy": 0.8956691137596171, "mask_rcnn/false_negative": 0.07617783810527536, "mask_rcnn/false_positive": 0.1384267466011326, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7807002691552043, "total_loss": 1.66901500140375} {"data_time": 0.016177678480744362, "eta_seconds": 78506.72034462355, "iteration": 168999, "loss_fcos_cls": 0.25893249036744237, "loss_fcos_ctr": 0.6171967405825853, "loss_fcos_loc": 0.19340020965319127, "loss_mask": 0.2643464123830199, "loss_maskiou": 0.005494435921718832, "loss_sem_seg": 0.28370215208269656, "lr": 0.01, "mask_rcnn/accuracy": 0.888110590102861, "mask_rcnn/false_negative": 0.09480782900426041, "mask_rcnn/false_positive": 0.13284339511701798, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.25, "time": 0.7565762549638748, "total_loss": 1.6252815199550241} {"data_time": 0.016501654870808125, "eta_seconds": 78519.90337406285, "iteration": 169019, "loss_fcos_cls": 0.2587368267122656, "loss_fcos_ctr": 0.6197017906233668, "loss_fcos_loc": 0.19927320629358292, "loss_mask": 0.2601826209574938, "loss_maskiou": 0.005984886985970661, "loss_sem_seg": 0.283037724904716, "lr": 0.01, "mask_rcnn/accuracy": 0.8903737588716442, "mask_rcnn/false_negative": 0.09579510473956165, "mask_rcnn/false_positive": 0.11379999106666829, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7970839608460665, "total_loss": 1.6549564452434424} {"data_time": 0.01632312312722206, "eta_seconds": 78538.34929464292, "iteration": 169039, "loss_fcos_cls": 0.2500323427375406, "loss_fcos_ctr": 0.6172785926610231, "loss_fcos_loc": 0.192537697032094, "loss_mask": 0.27431825269013643, "loss_maskiou": 0.00597819805261679, "loss_sem_seg": 0.27154600713402033, "lr": 0.01, "mask_rcnn/accuracy": 0.8623633381924198, "mask_rcnn/false_negative": 0.08173375641585975, "mask_rcnn/false_positive": 0.16482592559423037, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.25, "time": 0.790580565109849, "total_loss": 1.6344700920381001} {"data_time": 0.01538613811135292, "eta_seconds": 78525.86202463601, "iteration": 169059, "loss_fcos_cls": 0.26142301759682596, "loss_fcos_ctr": 0.6215036856010556, "loss_fcos_loc": 0.20007848471868783, "loss_mask": 0.28037382382899523, "loss_maskiou": 0.006060158368200064, "loss_sem_seg": 0.2839193711988628, "lr": 0.01, "mask_rcnn/accuracy": 0.8779145869468945, "mask_rcnn/false_negative": 0.10905792177922993, "mask_rcnn/false_positive": 0.15892769056141487, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.8024889649823308, "total_loss": 1.6484675492247334} {"data_time": 0.01578564289957285, "eta_seconds": 78558.6072617881, "iteration": 169079, "loss_fcos_cls": 0.2643100847490132, "loss_fcos_ctr": 0.6214184910058975, "loss_fcos_loc": 0.20644439128227532, "loss_mask": 0.2706707869656384, "loss_maskiou": 0.005636682632029988, "loss_sem_seg": 0.29519636754412204, "lr": 0.01, "mask_rcnn/accuracy": 0.8659970238095238, "mask_rcnn/false_negative": 0.09205402415488595, "mask_rcnn/false_positive": 0.16113913712157224, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 36.75, "time": 0.7787133473902941, "total_loss": 1.6678218884044327} {"data_time": 0.01557647529989481, "eta_seconds": 78571.96989320405, "iteration": 169099, "loss_fcos_cls": 0.2640919529949315, "loss_fcos_ctr": 0.6195403840392828, "loss_fcos_loc": 0.2034195918822661, "loss_mask": 0.2874196544289589, "loss_maskiou": 0.005460332002257928, "loss_sem_seg": 0.3030659407377243, "lr": 0.01, "mask_rcnn/accuracy": 0.890490995505345, "mask_rcnn/false_negative": 0.10172065470427005, "mask_rcnn/false_positive": 0.129001823366261, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 36.25, "time": 0.784874209202826, "total_loss": 1.6825051277555758} {"data_time": 0.016422037035226822, "eta_seconds": 78580.76791726984, "iteration": 169119, "loss_fcos_cls": 0.26883934275247157, "loss_fcos_ctr": 0.6234932865481824, "loss_fcos_loc": 0.2075328396167606, "loss_mask": 0.28307216241955757, "loss_maskiou": 0.005851018271641806, "loss_sem_seg": 0.3143904344178736, "lr": 0.01, "mask_rcnn/accuracy": 0.8793696347586654, "mask_rcnn/false_negative": 0.08458002105448834, "mask_rcnn/false_positive": 0.14218549798172475, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.5, "time": 0.7924406491219997, "total_loss": 1.6998066183878109} {"data_time": 0.017337328754365444, "eta_seconds": 78599.44585030898, "iteration": 169139, "loss_fcos_cls": 0.2656762641854584, "loss_fcos_ctr": 0.6252733822911978, "loss_fcos_loc": 0.20724541239906102, "loss_mask": 0.2793912161141634, "loss_maskiou": 0.005693876766599715, "loss_sem_seg": 0.3137509636580944, "lr": 0.01, "mask_rcnn/accuracy": 0.888052256226292, "mask_rcnn/false_negative": 0.08065923518052225, "mask_rcnn/false_positive": 0.15506881085451918, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7986581353470683, "total_loss": 1.7045518026279751} {"data_time": 0.017432451248168945, "eta_seconds": 78615.10029973555, "iteration": 169159, "loss_fcos_cls": 0.26579298032447696, "loss_fcos_ctr": 0.6226472686976194, "loss_fcos_loc": 0.20089129218831658, "loss_mask": 0.2812234787270427, "loss_maskiou": 0.005954630149062723, "loss_sem_seg": 0.29226319259032607, "lr": 0.01, "mask_rcnn/accuracy": 0.8763897498251636, "mask_rcnn/false_negative": 0.08468871534643968, "mask_rcnn/false_positive": 0.17935443080436717, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.0, "time": 0.7727574585005641, "total_loss": 1.671243764780229} {"data_time": 0.016509334556758404, "eta_seconds": 78534.0312069375, "iteration": 169179, "loss_fcos_cls": 0.2588897035457194, "loss_fcos_ctr": 0.6213383986614645, "loss_fcos_loc": 0.20833996776491404, "loss_mask": 0.2758153071627021, "loss_maskiou": 0.005587791987636592, "loss_sem_seg": 0.2890253965742886, "lr": 0.01, "mask_rcnn/accuracy": 0.8835060586734693, "mask_rcnn/false_negative": 0.08335129683562292, "mask_rcnn/false_positive": 0.16033276058210139, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7816938236355782, "total_loss": 1.6589704115358472} {"data_time": 0.014622476883232594, "eta_seconds": 78499.90459050797, "iteration": 169199, "loss_fcos_cls": 0.2639688369818032, "loss_fcos_ctr": 0.6214628256857395, "loss_fcos_loc": 0.2023004509974271, "loss_mask": 0.28059455566108227, "loss_maskiou": 0.005735651066061109, "loss_sem_seg": 0.27905205311253667, "lr": 0.01, "mask_rcnn/accuracy": 0.9033236177322023, "mask_rcnn/false_negative": 0.08968422796593506, "mask_rcnn/false_positive": 0.1290277946089275, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7722174907103181, "total_loss": 1.6435523774125613} {"data_time": 0.015538368374109268, "eta_seconds": 78484.32936712913, "iteration": 169219, "loss_fcos_cls": 0.2629104359075427, "loss_fcos_ctr": 0.6186089180409908, "loss_fcos_loc": 0.1974180326797068, "loss_mask": 0.26621428318321705, "loss_maskiou": 0.005125825147842988, "loss_sem_seg": 0.3027546206722036, "lr": 0.01, "mask_rcnn/accuracy": 0.873572243747123, "mask_rcnn/false_negative": 0.07620510129639799, "mask_rcnn/false_positive": 0.1764478135125738, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.7695486042648554, "total_loss": 1.6375430746556958} {"data_time": 0.017396281473338604, "eta_seconds": 78462.95139204897, "iteration": 169239, "loss_fcos_cls": 0.2564245038665831, "loss_fcos_ctr": 0.6201194822788239, "loss_fcos_loc": 0.19832536240573972, "loss_mask": 0.2802245384082198, "loss_maskiou": 0.005611952277831733, "loss_sem_seg": 0.3156991971191019, "lr": 0.01, "mask_rcnn/accuracy": 0.8959271319596638, "mask_rcnn/false_negative": 0.08284370299048043, "mask_rcnn/false_positive": 0.13270596938887194, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 37.0, "time": 0.7839360861107707, "total_loss": 1.6442532098080846} {"data_time": 0.018122862093150616, "eta_seconds": 78505.93167236075, "iteration": 169259, "loss_fcos_cls": 0.25368900841567665, "loss_fcos_ctr": 0.6229893993586302, "loss_fcos_loc": 0.20813956554047763, "loss_mask": 0.2682393379509449, "loss_maskiou": 0.005317633651429787, "loss_sem_seg": 0.29715001164004207, "lr": 0.01, "mask_rcnn/accuracy": 0.8729295206454675, "mask_rcnn/false_negative": 0.11740057210376273, "mask_rcnn/false_positive": 0.1396345353879157, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.75, "time": 0.7820997694507241, "total_loss": 1.6376174048200483} {"data_time": 0.0169159434735775, "eta_seconds": 78437.60369699262, "iteration": 169279, "loss_fcos_cls": 0.25248206383548677, "loss_fcos_ctr": 0.6216074293479323, "loss_fcos_loc": 0.19731079787015915, "loss_mask": 0.2650775443762541, "loss_maskiou": 0.005209968701819889, "loss_sem_seg": 0.2808484761044383, "lr": 0.01, "mask_rcnn/accuracy": 0.8883091800550007, "mask_rcnn/false_negative": 0.09938215554068461, "mask_rcnn/false_positive": 0.13311744588091903, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.0, "time": 0.7704446334391832, "total_loss": 1.634891735331621} {"data_time": 0.016155843622982502, "eta_seconds": 78422.02847361378, "iteration": 169299, "loss_fcos_cls": 0.27189871994778514, "loss_fcos_ctr": 0.6179125523194671, "loss_fcos_loc": 0.19474876520689577, "loss_mask": 0.2737876521423459, "loss_maskiou": 0.00603541550663067, "loss_sem_seg": 0.29257017048075795, "lr": 0.01, "mask_rcnn/accuracy": 0.8732608840367462, "mask_rcnn/false_negative": 0.10804897665760402, "mask_rcnn/false_positive": 0.1267065048345557, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7753934469074011, "total_loss": 1.6742952468484873} {"data_time": 0.01635737158358097, "eta_seconds": 78390.49981994368, "iteration": 169319, "loss_fcos_cls": 0.2562059904448688, "loss_fcos_ctr": 0.6202334128320217, "loss_fcos_loc": 0.20239945547655225, "loss_mask": 0.2892128471285105, "loss_maskiou": 0.006022339075570926, "loss_sem_seg": 0.2743616821244359, "lr": 0.01, "mask_rcnn/accuracy": 0.860778630648688, "mask_rcnn/false_negative": 0.10614281289871547, "mask_rcnn/false_positive": 0.17771897640555456, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.75, "time": 0.7731892596930265, "total_loss": 1.6504067709538504} {"data_time": 0.018649740144610405, "eta_seconds": 78470.1154070124, "iteration": 169339, "loss_fcos_cls": 0.25611975870560855, "loss_fcos_ctr": 0.6191445821896195, "loss_fcos_loc": 0.19974041893146932, "loss_mask": 0.2642371733672917, "loss_maskiou": 0.006010859971866012, "loss_sem_seg": 0.29459630185738206, "lr": 0.01, "mask_rcnn/accuracy": 0.8886206890543102, "mask_rcnn/false_negative": 0.07620502375060864, "mask_rcnn/false_positive": 0.15202641575609133, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.25, "time": 0.7947929427027702, "total_loss": 1.6434683402185328} {"data_time": 0.01663846429437399, "eta_seconds": 78395.23010753375, "iteration": 169359, "loss_fcos_cls": 0.26221598335541785, "loss_fcos_ctr": 0.6210878784768283, "loss_fcos_loc": 0.19789595645852387, "loss_mask": 0.28676433162763715, "loss_maskiou": 0.005903306322579738, "loss_sem_seg": 0.31409358978271484, "lr": 0.01, "mask_rcnn/accuracy": 0.871322139967098, "mask_rcnn/false_negative": 0.11432566196479464, "mask_rcnn/false_positive": 0.15496231659617918, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7702604178339243, "total_loss": 1.6564502457622439} {"data_time": 0.01581691764295101, "eta_seconds": 78343.78365712054, "iteration": 169379, "loss_fcos_cls": 0.25556496041826904, "loss_fcos_ctr": 0.6205818895250559, "loss_fcos_loc": 0.19861125713214278, "loss_mask": 0.266245792619884, "loss_maskiou": 0.005668274156050757, "loss_sem_seg": 0.2920800568535924, "lr": 0.01, "mask_rcnn/accuracy": 0.8799361600700886, "mask_rcnn/false_negative": 0.10026820618600817, "mask_rcnn/false_positive": 0.1428960791141417, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 25.0, "time": 0.7720349244773388, "total_loss": 1.6464346046268474} {"data_time": 0.01718839444220066, "eta_seconds": 78423.34250663966, "iteration": 169399, "loss_fcos_cls": 0.28878794657066464, "loss_fcos_ctr": 0.622945936396718, "loss_fcos_loc": 0.20664520282298326, "loss_mask": 0.2829919271171093, "loss_maskiou": 0.006023293382895645, "loss_sem_seg": 0.33456974057480693, "lr": 0.01, "mask_rcnn/accuracy": 0.8711371489808415, "mask_rcnn/false_negative": 0.10728232230958043, "mask_rcnn/false_positive": 0.13538966831596863, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7862715255469084, "total_loss": 1.705772797242389} {"data_time": 0.015360909514129162, "eta_seconds": 78328.57713334076, "iteration": 169419, "loss_fcos_cls": 0.2719384941738099, "loss_fcos_ctr": 0.6211503082886338, "loss_fcos_loc": 0.20763447368517518, "loss_mask": 0.2888833535835147, "loss_maskiou": 0.0057771872816374525, "loss_sem_seg": 0.292043742723763, "lr": 0.01, "mask_rcnn/accuracy": 0.8982180726541629, "mask_rcnn/false_negative": 0.07765745829630033, "mask_rcnn/false_positive": 0.12893564314379652, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.5, "time": 0.7679541353136301, "total_loss": 1.6843295852449955} {"data_time": 0.016372695565223694, "eta_seconds": 78297.0674942974, "iteration": 169439, "loss_fcos_cls": 0.27493866032455117, "loss_fcos_ctr": 0.622133725322783, "loss_fcos_loc": 0.20794322527945042, "loss_mask": 0.2768963426351547, "loss_maskiou": 0.0062054856098257005, "loss_sem_seg": 0.29468761500902474, "lr": 0.01, "mask_rcnn/accuracy": 0.885971939885132, "mask_rcnn/false_negative": 0.09312593899722144, "mask_rcnn/false_positive": 0.14352357115191655, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7735085571184754, "total_loss": 1.6820012331590988} {"data_time": 0.015563640743494034, "eta_seconds": 78321.09705069009, "iteration": 169459, "loss_fcos_cls": 0.26732299965806305, "loss_fcos_ctr": 0.6260663755238056, "loss_fcos_loc": 0.21124082407914102, "loss_mask": 0.2818152168765664, "loss_maskiou": 0.006754910711606499, "loss_sem_seg": 0.2729698580224067, "lr": 0.01, "mask_rcnn/accuracy": 0.8746536945197659, "mask_rcnn/false_negative": 0.0879260352745213, "mask_rcnn/false_positive": 0.17546548200943912, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7772599533200264, "total_loss": 1.6727558233542368} {"data_time": 0.016152821481227875, "eta_seconds": 78360.978639476, "iteration": 169479, "loss_fcos_cls": 0.263121448806487, "loss_fcos_ctr": 0.6226778700947762, "loss_fcos_loc": 0.2052704042289406, "loss_mask": 0.28108377754688263, "loss_maskiou": 0.00563744681130629, "loss_sem_seg": 0.26612473279237747, "lr": 0.01, "mask_rcnn/accuracy": 0.8819248884618782, "mask_rcnn/false_negative": 0.09168867906482378, "mask_rcnn/false_positive": 0.13630984898908038, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.5, "time": 0.7746948078274727, "total_loss": 1.6513322097162018} {"data_time": 0.015705972909927368, "eta_seconds": 78289.93718673382, "iteration": 169499, "loss_fcos_cls": 0.24527386762201786, "loss_fcos_ctr": 0.6224271487444639, "loss_fcos_loc": 0.20089217694476247, "loss_mask": 0.26982587203383446, "loss_maskiou": 0.0054865588681423105, "loss_sem_seg": 0.3011192218400538, "lr": 0.01, "mask_rcnn/accuracy": 0.885051446367044, "mask_rcnn/false_negative": 0.10464820055566199, "mask_rcnn/false_positive": 0.12976671954598934, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7693970957770944, "total_loss": 1.6630149837001227} {"data_time": 0.017671164125204086, "eta_seconds": 78186.07619845867, "iteration": 169519, "loss_fcos_cls": 0.26056765858083963, "loss_fcos_ctr": 0.62278295122087, "loss_fcos_loc": 0.19972116610733792, "loss_mask": 0.276855006814003, "loss_maskiou": 0.005766725680587115, "loss_sem_seg": 0.26399129536002874, "lr": 0.01, "mask_rcnn/accuracy": 0.8852520217270581, "mask_rcnn/false_negative": 0.13645535978467727, "mask_rcnn/false_positive": 0.1278788384183393, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.5, "time": 0.7602107860147953, "total_loss": 1.6347877080297621} {"data_time": 0.016160412691533566, "eta_seconds": 78238.88565941155, "iteration": 169539, "loss_fcos_cls": 0.2578338843304664, "loss_fcos_ctr": 0.6226365529000759, "loss_fcos_loc": 0.20539470156654716, "loss_mask": 0.2706558471545577, "loss_maskiou": 0.005745305126765743, "loss_sem_seg": 0.2551191144157201, "lr": 0.01, "mask_rcnn/accuracy": 0.8952629600947521, "mask_rcnn/false_negative": 0.09211294555465066, "mask_rcnn/false_positive": 0.12058650984450123, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7849970841780305, "total_loss": 1.6338467005880375} {"data_time": 0.0163324773311615, "eta_seconds": 78243.19739079941, "iteration": 169559, "loss_fcos_cls": 0.2660381617024541, "loss_fcos_ctr": 0.617488557472825, "loss_fcos_loc": 0.2024217570433393, "loss_mask": 0.27117645274847746, "loss_maskiou": 0.005852311129274312, "loss_sem_seg": 0.28343100077472627, "lr": 0.01, "mask_rcnn/accuracy": 0.8713500041625042, "mask_rcnn/false_negative": 0.08726933861551389, "mask_rcnn/false_positive": 0.15690722704680488, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7769337175413966, "total_loss": 1.6678217466396745} {"data_time": 0.01491041760891676, "eta_seconds": 78176.72141714767, "iteration": 169579, "loss_fcos_cls": 0.25769881159067154, "loss_fcos_ctr": 0.6231096284464002, "loss_fcos_loc": 0.20201818132773042, "loss_mask": 0.27528638672083616, "loss_maskiou": 0.006336747494060546, "loss_sem_seg": 0.2773368642665446, "lr": 0.01, "mask_rcnn/accuracy": 0.8775425170068027, "mask_rcnn/false_negative": 0.09616498183434133, "mask_rcnn/false_positive": 0.1491234864428066, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7660896051675081, "total_loss": 1.678447870290256} {"data_time": 0.0169583847746253, "eta_seconds": 78124.3741397839, "iteration": 169599, "loss_fcos_cls": 0.25383174465969205, "loss_fcos_ctr": 0.6235542679205537, "loss_fcos_loc": 0.2028445105534047, "loss_mask": 0.2810039231553674, "loss_maskiou": 0.00539957000000868, "loss_sem_seg": 0.27864264883100986, "lr": 0.01, "mask_rcnn/accuracy": 0.8887293435690296, "mask_rcnn/false_negative": 0.09473168821561252, "mask_rcnn/false_positive": 0.13530993729034804, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7669842876493931, "total_loss": 1.6506840764777735} {"data_time": 0.016711225733160973, "eta_seconds": 78090.21662055049, "iteration": 169619, "loss_fcos_cls": 0.2655462250113487, "loss_fcos_ctr": 0.6220962386578321, "loss_fcos_loc": 0.20317948085721582, "loss_mask": 0.28827233891934156, "loss_maskiou": 0.006498260609077988, "loss_sem_seg": 0.2882117200642824, "lr": 0.01, "mask_rcnn/accuracy": 0.8741225253305548, "mask_rcnn/false_negative": 0.10993863340937149, "mask_rcnn/false_positive": 0.1424718260076861, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.0, "time": 0.7812628000974655, "total_loss": 1.659488496807171} {"data_time": 0.01710011251270771, "eta_seconds": 78077.46106885001, "iteration": 169639, "loss_fcos_cls": 0.25224528060061857, "loss_fcos_ctr": 0.6214159969240427, "loss_fcos_loc": 0.2023386126384139, "loss_mask": 0.2700566351413727, "loss_maskiou": 0.005752189819759224, "loss_sem_seg": 0.30132755171507597, "lr": 0.01, "mask_rcnn/accuracy": 0.8812595008037462, "mask_rcnn/false_negative": 0.09831718281073251, "mask_rcnn/false_positive": 0.10923971459527447, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.0, "time": 0.7839876003563404, "total_loss": 1.638910330919316} {"data_time": 0.017551838420331478, "eta_seconds": 78059.09909168724, "iteration": 169659, "loss_fcos_cls": 0.2568149764556438, "loss_fcos_ctr": 0.6204122416675091, "loss_fcos_loc": 0.20749449636787176, "loss_mask": 0.27660335320979357, "loss_maskiou": 0.005206348410865758, "loss_sem_seg": 0.27403446938842535, "lr": 0.01, "mask_rcnn/accuracy": 0.8760648577612864, "mask_rcnn/false_negative": 0.11383760991794617, "mask_rcnn/false_positive": 0.14352934996967892, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.0, "time": 0.768253424204886, "total_loss": 1.702411786231096} {"data_time": 0.016467292793095112, "eta_seconds": 77970.35846182611, "iteration": 169679, "loss_fcos_cls": 0.25729218358173966, "loss_fcos_ctr": 0.621299970895052, "loss_fcos_loc": 0.20268069236772135, "loss_mask": 0.27658199425786734, "loss_maskiou": 0.00551973804977024, "loss_sem_seg": 0.31084196735173464, "lr": 0.01, "mask_rcnn/accuracy": 0.8678104633461776, "mask_rcnn/false_negative": 0.12049370104469811, "mask_rcnn/false_positive": 0.14063544214396784, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7543201288208365, "total_loss": 1.6624131929129362} {"data_time": 0.014956037513911724, "eta_seconds": 77936.41910693701, "iteration": 169699, "loss_fcos_cls": 0.261119288043119, "loss_fcos_ctr": 0.6181168826296926, "loss_fcos_loc": 0.18477681651711464, "loss_mask": 0.2792218690738082, "loss_maskiou": 0.0059827839431818575, "loss_sem_seg": 0.30805456871166825, "lr": 0.01, "mask_rcnn/accuracy": 0.8828814879317112, "mask_rcnn/false_negative": 0.11136837642714234, "mask_rcnn/false_positive": 0.11553329845255256, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.5, "time": 0.765854911878705, "total_loss": 1.6642736784997396} {"data_time": 0.01685488410294056, "eta_seconds": 77920.87860004138, "iteration": 169719, "loss_fcos_cls": 0.28452461678534746, "loss_fcos_ctr": 0.6209996566176414, "loss_fcos_loc": 0.20655186008661985, "loss_mask": 0.2774764718487859, "loss_maskiou": 0.005699333290976938, "loss_sem_seg": 0.26082140067592263, "lr": 0.01, "mask_rcnn/accuracy": 0.8901999722244989, "mask_rcnn/false_negative": 0.08154540025814468, "mask_rcnn/false_positive": 0.14465112389037055, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7716837422922254, "total_loss": 1.643418771942379} {"data_time": 0.016574316658079624, "eta_seconds": 77904.70061974972, "iteration": 169739, "loss_fcos_cls": 0.27072966704145074, "loss_fcos_ctr": 0.623416552785784, "loss_fcos_loc": 0.2056885767960921, "loss_mask": 0.2722087409347296, "loss_maskiou": 0.005819379723106977, "loss_sem_seg": 0.29513406462501734, "lr": 0.01, "mask_rcnn/accuracy": 0.8751644625511896, "mask_rcnn/false_negative": 0.10584028413690208, "mask_rcnn/false_positive": 0.14572523435786297, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7929829712957144, "total_loss": 1.6932543247239664} {"data_time": 0.017452163621783257, "eta_seconds": 77894.52003523335, "iteration": 169759, "loss_fcos_cls": 0.2602442081551999, "loss_fcos_ctr": 0.6211181776598096, "loss_fcos_loc": 0.20519210840575397, "loss_mask": 0.2718507703393698, "loss_maskiou": 0.005829797140904702, "loss_sem_seg": 0.29590363055467606, "lr": 0.01, "mask_rcnn/accuracy": 0.8973479041846096, "mask_rcnn/false_negative": 0.11596796984027347, "mask_rcnn/false_positive": 0.11980052660618937, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.0, "time": 0.7787478622049093, "total_loss": 1.65241237700684} {"data_time": 0.017078416422009468, "eta_seconds": 77900.90594116598, "iteration": 169779, "loss_fcos_cls": 0.260959209757857, "loss_fcos_ctr": 0.621642935089767, "loss_fcos_loc": 0.20357864419929683, "loss_mask": 0.2724421415477991, "loss_maskiou": 0.005958326182735618, "loss_sem_seg": 0.2834631649311632, "lr": 0.01, "mask_rcnn/accuracy": 0.8715946509936057, "mask_rcnn/false_negative": 0.11795513422488403, "mask_rcnn/false_positive": 0.15032160910129744, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7807342000305653, "total_loss": 1.6470324297915795} {"data_time": 0.0162845216691494, "eta_seconds": 77858.71657245886, "iteration": 169799, "loss_fcos_cls": 0.265880529768765, "loss_fcos_ctr": 0.6210824884474277, "loss_fcos_loc": 0.20063787407707423, "loss_mask": 0.26780337654054165, "loss_maskiou": 0.005021522243623622, "loss_sem_seg": 0.2997582466341555, "lr": 0.01, "mask_rcnn/accuracy": 0.8690445110792855, "mask_rcnn/false_negative": 0.10655449575296812, "mask_rcnn/false_positive": 0.1411085893253804, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7830381775274873, "total_loss": 1.6519850872427924} {"data_time": 0.016111179254949093, "eta_seconds": 77843.17606556322, "iteration": 169819, "loss_fcos_cls": 0.2589983094949275, "loss_fcos_ctr": 0.6244670166634023, "loss_fcos_loc": 0.20536112890113145, "loss_mask": 0.27627060702070594, "loss_maskiou": 0.005777118756668642, "loss_sem_seg": 0.2850259351544082, "lr": 0.01, "mask_rcnn/accuracy": 0.8760477405247813, "mask_rcnn/false_negative": 0.09479332784121777, "mask_rcnn/false_positive": 0.1434620452485827, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 28.5, "time": 0.7759463097900152, "total_loss": 1.647772574215196} {"data_time": 0.015309961512684822, "eta_seconds": 77821.94627726544, "iteration": 169839, "loss_fcos_cls": 0.27918315527494997, "loss_fcos_ctr": 0.622266435995698, "loss_fcos_loc": 0.2076784452656284, "loss_mask": 0.27669767290353775, "loss_maskiou": 0.0055356341326842085, "loss_sem_seg": 0.2924494929611683, "lr": 0.01, "mask_rcnn/accuracy": 0.8890247661564625, "mask_rcnn/false_negative": 0.08648164141174058, "mask_rcnn/false_positive": 0.11568347847219593, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.0, "time": 0.7760727358981967, "total_loss": 1.6652054442602093} {"data_time": 0.018104692921042442, "eta_seconds": 77858.29708019551, "iteration": 169859, "loss_fcos_cls": 0.2603561179712415, "loss_fcos_ctr": 0.6202316293492913, "loss_fcos_loc": 0.19101634516846389, "loss_mask": 0.2636765828356147, "loss_maskiou": 0.005610836713458411, "loss_sem_seg": 0.298234507907182, "lr": 0.01, "mask_rcnn/accuracy": 0.9007099800808273, "mask_rcnn/false_negative": 0.08949480477764682, "mask_rcnn/false_positive": 0.10485425490851799, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.7964654369279742, "total_loss": 1.6308613265209715} {"data_time": 0.016574948094785213, "eta_seconds": 77872.0744670555, "iteration": 169879, "loss_fcos_cls": 0.24729722272604704, "loss_fcos_ctr": 0.6189517229795456, "loss_fcos_loc": 0.19639092544093728, "loss_mask": 0.27111778408288956, "loss_maskiou": 0.0051301466664881445, "loss_sem_seg": 0.303263608366251, "lr": 0.01, "mask_rcnn/accuracy": 0.8734948707853363, "mask_rcnn/false_negative": 0.08673254213531728, "mask_rcnn/false_positive": 0.15914245541919764, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.75, "time": 0.7939451625570655, "total_loss": 1.6449998474417953} {"data_time": 0.019653514958918095, "eta_seconds": 77827.19761161413, "iteration": 169899, "loss_fcos_cls": 0.25541455345228314, "loss_fcos_ctr": 0.6185918655246496, "loss_fcos_loc": 0.1972594941034913, "loss_mask": 0.26952746976166964, "loss_maskiou": 0.005971047736238688, "loss_sem_seg": 0.2814364342484623, "lr": 0.01, "mask_rcnn/accuracy": 0.8871912046068428, "mask_rcnn/false_negative": 0.08936873341104985, "mask_rcnn/false_positive": 0.12918022344920232, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.5, "time": 0.7700371900573373, "total_loss": 1.6319618376437575} {"data_time": 0.015440660528838634, "eta_seconds": 77953.0200888468, "iteration": 169919, "loss_fcos_cls": 0.25543737784028053, "loss_fcos_ctr": 0.6190220811404288, "loss_fcos_loc": 0.1984154634992592, "loss_mask": 0.2679935651831329, "loss_maskiou": 0.006034824822563678, "loss_sem_seg": 0.3127885567955673, "lr": 0.01, "mask_rcnn/accuracy": 0.89323675898931, "mask_rcnn/false_negative": 0.07559277432175456, "mask_rcnn/false_positive": 0.1460724912166761, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.7902382286265492, "total_loss": 1.6408452330906584} {"data_time": 0.01626327633857727, "eta_seconds": 77911.37628193758, "iteration": 169939, "loss_fcos_cls": 0.27066695317626, "loss_fcos_ctr": 0.6196156819351017, "loss_fcos_loc": 0.19133470626547933, "loss_mask": 0.2608791021630168, "loss_maskiou": 0.005949227081146091, "loss_sem_seg": 0.2951298630796373, "lr": 0.01, "mask_rcnn/accuracy": 0.8876481701703238, "mask_rcnn/false_negative": 0.10476444109239826, "mask_rcnn/false_positive": 0.12673531139903588, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.75, "time": 0.7636413434520364, "total_loss": 1.6526967473619152} {"data_time": 0.016386784613132477, "eta_seconds": 77848.02775332704, "iteration": 169959, "loss_fcos_cls": 0.2700592714827508, "loss_fcos_ctr": 0.6217529075220227, "loss_fcos_loc": 0.20442583318799734, "loss_mask": 0.2604351779446006, "loss_maskiou": 0.005333346794941463, "loss_sem_seg": 0.28497577691450715, "lr": 0.01, "mask_rcnn/accuracy": 0.8737712629835918, "mask_rcnn/false_negative": 0.1205972818875853, "mask_rcnn/false_positive": 0.14823134165315355, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.763905705884099, "total_loss": 1.6606478031899314} {"data_time": 0.01637118775397539, "eta_seconds": 77849.3419608865, "iteration": 169979, "loss_fcos_cls": 0.2654745480976999, "loss_fcos_ctr": 0.6238229889422655, "loss_fcos_loc": 0.20092910178937018, "loss_mask": 0.26175097189843655, "loss_maskiou": 0.005765764843090437, "loss_sem_seg": 0.27371193398721516, "lr": 0.01, "mask_rcnn/accuracy": 0.872662484907383, "mask_rcnn/false_negative": 0.10522027858491917, "mask_rcnn/false_positive": 0.13739530304173836, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 38.25, "time": 0.7855244502425194, "total_loss": 1.6489963834610535} {"data_time": 0.01757066510617733, "eta_seconds": 77890.70814544987, "iteration": 169999, "loss_fcos_cls": 0.2615343681536615, "loss_fcos_ctr": 0.6204142132773995, "loss_fcos_loc": 0.20440632721874863, "loss_mask": 0.27055832324549556, "loss_maskiou": 0.005847397005709354, "loss_sem_seg": 0.29266637028194964, "lr": 0.01, "mask_rcnn/accuracy": 0.8698309319616004, "mask_rcnn/false_negative": 0.08718505381167477, "mask_rcnn/false_positive": 0.1550692690015548, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 24.5, "time": 0.7783496184274554, "total_loss": 1.652913494821405} {"data_time": 0.015824162401258945, "eta_seconds": 77875.13015960064, "iteration": 170019, "loss_fcos_cls": 0.2657975968904793, "loss_fcos_ctr": 0.6229845322668552, "loss_fcos_loc": 0.2004894610727206, "loss_mask": 0.2641349732875824, "loss_maskiou": 0.0056565377963124774, "loss_sem_seg": 0.2780716794077307, "lr": 0.01, "mask_rcnn/accuracy": 0.888921732082346, "mask_rcnn/false_negative": 0.09704907239780974, "mask_rcnn/false_positive": 0.11820708112908293, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.0, "time": 0.780666571110487, "total_loss": 1.6471881501565804} {"data_time": 0.015699565410614014, "eta_seconds": 77785.77485481277, "iteration": 170039, "loss_fcos_cls": 0.2516165350098163, "loss_fcos_ctr": 0.6236897762864828, "loss_fcos_loc": 0.2009902384597808, "loss_mask": 0.2707151621580124, "loss_maskiou": 0.005392681589000858, "loss_sem_seg": 0.2899999897927046, "lr": 0.01, "mask_rcnn/accuracy": 0.8855098139654798, "mask_rcnn/false_negative": 0.09579135018867667, "mask_rcnn/false_positive": 0.12884949286457498, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.7759111216291785, "total_loss": 1.664823629456805} {"data_time": 0.01591293979436159, "eta_seconds": 77770.2116301842, "iteration": 170059, "loss_fcos_cls": 0.25351189146749675, "loss_fcos_ctr": 0.6192448353394866, "loss_fcos_loc": 0.19305310118943453, "loss_mask": 0.2621327005326748, "loss_maskiou": 0.004931977642172569, "loss_sem_seg": 0.28551151882857084, "lr": 0.01, "mask_rcnn/accuracy": 0.8976974556056189, "mask_rcnn/false_negative": 0.09291354702732182, "mask_rcnn/false_positive": 0.10661021334636085, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.75, "time": 0.7823144039139152, "total_loss": 1.6148763980672811} {"data_time": 0.017811695113778114, "eta_seconds": 77771.50896385498, "iteration": 170079, "loss_fcos_cls": 0.24220779910683632, "loss_fcos_ctr": 0.6205625236034393, "loss_fcos_loc": 0.18775955878663808, "loss_mask": 0.27624446991831064, "loss_maskiou": 0.005215445584326517, "loss_sem_seg": 0.2677801847457886, "lr": 0.01, "mask_rcnn/accuracy": 0.8682691447024153, "mask_rcnn/false_negative": 0.11228834994844286, "mask_rcnn/false_positive": 0.15186068815093454, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7897168034687638, "total_loss": 1.621130785497371} {"data_time": 0.017438522540032864, "eta_seconds": 77680.61983284634, "iteration": 170099, "loss_fcos_cls": 0.2517056909855455, "loss_fcos_ctr": 0.6173405898734927, "loss_fcos_loc": 0.193276631180197, "loss_mask": 0.2688116542994976, "loss_maskiou": 0.0055969398890738375, "loss_sem_seg": 0.29029688239097595, "lr": 0.01, "mask_rcnn/accuracy": 0.8988343285406443, "mask_rcnn/false_negative": 0.09569067657793559, "mask_rcnn/false_positive": 0.1223301357613654, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.75, "time": 0.7716966392472386, "total_loss": 1.6203990505600814} {"data_time": 0.015022330917418003, "eta_seconds": 77629.52631278615, "iteration": 170119, "loss_fcos_cls": 0.26099796942435205, "loss_fcos_ctr": 0.6219221083447337, "loss_fcos_loc": 0.18833024078048766, "loss_mask": 0.267943826969713, "loss_maskiou": 0.005600653756118845, "loss_sem_seg": 0.2558412137441337, "lr": 0.01, "mask_rcnn/accuracy": 0.8876678911477768, "mask_rcnn/false_negative": 0.10381055272634564, "mask_rcnn/false_positive": 0.12780871381207795, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7785122944042087, "total_loss": 1.594367701705778} {"data_time": 0.01621990278363228, "eta_seconds": 77629.55439212546, "iteration": 170139, "loss_fcos_cls": 0.2574313823133707, "loss_fcos_ctr": 0.6200533173978329, "loss_fcos_loc": 0.19811876758467406, "loss_mask": 0.281232045032084, "loss_maskiou": 0.00562131407787092, "loss_sem_seg": 0.2635237625800073, "lr": 0.01, "mask_rcnn/accuracy": 0.8814036098310292, "mask_rcnn/false_negative": 0.08706408332665463, "mask_rcnn/false_positive": 0.16030638512204104, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7947622453793883, "total_loss": 1.6299985142977675} {"data_time": 0.017438556998968124, "eta_seconds": 77677.23350711167, "iteration": 170159, "loss_fcos_cls": 0.24467069981619716, "loss_fcos_ctr": 0.619011826813221, "loss_fcos_loc": 0.18484059441834688, "loss_mask": 0.27798897959291935, "loss_maskiou": 0.005126576761540491, "loss_sem_seg": 0.2343962057493627, "lr": 0.01, "mask_rcnn/accuracy": 0.8901583592620722, "mask_rcnn/false_negative": 0.10838874802710292, "mask_rcnn/false_positive": 0.11500980501747654, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.75, "time": 0.79982481431216, "total_loss": 1.5947135134629207} {"data_time": 0.015552444383502007, "eta_seconds": 77641.52870749217, "iteration": 170179, "loss_fcos_cls": 0.2575379805639386, "loss_fcos_ctr": 0.6196534591726959, "loss_fcos_loc": 0.18946272041648626, "loss_mask": 0.25729648442938924, "loss_maskiou": 0.00595268358301837, "loss_sem_seg": 0.26066261576488614, "lr": 0.01, "mask_rcnn/accuracy": 0.8910984848484849, "mask_rcnn/false_negative": 0.08965737248443456, "mask_rcnn/false_positive": 0.12927308387279207, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7693433342501521, "total_loss": 1.5804976762883598} {"data_time": 0.015493229031562805, "eta_seconds": 77688.53531685937, "iteration": 170199, "loss_fcos_cls": 0.25790924578905106, "loss_fcos_ctr": 0.6228942172601819, "loss_fcos_loc": 0.20545264828251675, "loss_mask": 0.27220654813572764, "loss_maskiou": 0.005634303219267167, "loss_sem_seg": 0.299844634719193, "lr": 0.01, "mask_rcnn/accuracy": 0.8958789424860854, "mask_rcnn/false_negative": 0.08109143193673948, "mask_rcnn/false_positive": 0.12133381332304471, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.75, "time": 0.7851129295304418, "total_loss": 1.6562188051248086} {"data_time": 0.015566528774797916, "eta_seconds": 77672.96662810538, "iteration": 170219, "loss_fcos_cls": 0.236379561945796, "loss_fcos_ctr": 0.6203425326384604, "loss_fcos_loc": 0.19423874374479055, "loss_mask": 0.2579925172030926, "loss_maskiou": 0.005469581414217828, "loss_sem_seg": 0.294340786524117, "lr": 0.01, "mask_rcnn/accuracy": 0.8646176574077907, "mask_rcnn/false_negative": 0.11232320745813948, "mask_rcnn/false_positive": 0.1574729886889943, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 35.0, "time": 0.7735954625532031, "total_loss": 1.6067969610448927} {"data_time": 0.014690379612147808, "eta_seconds": 77594.86025373545, "iteration": 170239, "loss_fcos_cls": 0.25566238537430763, "loss_fcos_ctr": 0.6187278302386403, "loss_fcos_loc": 0.18473645497579128, "loss_mask": 0.26987530663609505, "loss_maskiou": 0.006072494288673624, "loss_sem_seg": 0.24973704386502504, "lr": 0.01, "mask_rcnn/accuracy": 0.8699895817105467, "mask_rcnn/false_negative": 0.10480503398345714, "mask_rcnn/false_positive": 0.14601401329156924, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.0, "time": 0.7664558440446854, "total_loss": 1.6062180357985198} {"data_time": 0.016842042095959187, "eta_seconds": 77520.71549107041, "iteration": 170259, "loss_fcos_cls": 0.24712808919139206, "loss_fcos_ctr": 0.6210475172847509, "loss_fcos_loc": 0.2087394034024328, "loss_mask": 0.2652277583256364, "loss_maskiou": 0.005919980263570324, "loss_sem_seg": 0.2729285438545048, "lr": 0.01, "mask_rcnn/accuracy": 0.8980880421358373, "mask_rcnn/false_negative": 0.09815355988985203, "mask_rcnn/false_positive": 0.10254654364672129, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.5, "time": 0.7646230887621641, "total_loss": 1.6069308871519752} {"data_time": 0.015841606073081493, "eta_seconds": 77520.72173858806, "iteration": 170279, "loss_fcos_cls": 0.244016382843256, "loss_fcos_ctr": 0.6182129005901515, "loss_fcos_loc": 0.19352608919143677, "loss_mask": 0.26861188979819417, "loss_maskiou": 0.0055696764757158235, "loss_sem_seg": 0.26157737942412496, "lr": 0.01, "mask_rcnn/accuracy": 0.883875163365839, "mask_rcnn/false_negative": 0.087313587888373, "mask_rcnn/false_positive": 0.1195199725647221, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 24.75, "time": 0.7722224574536085, "total_loss": 1.6091396899519168} {"data_time": 0.017047496512532234, "eta_seconds": 77510.72789480817, "iteration": 170299, "loss_fcos_cls": 0.25728662172332406, "loss_fcos_ctr": 0.621578055433929, "loss_fcos_loc": 0.1867457847110927, "loss_mask": 0.2709822067990899, "loss_maskiou": 0.005756017359090038, "loss_sem_seg": 0.2582028538454324, "lr": 0.01, "mask_rcnn/accuracy": 0.8654765865973719, "mask_rcnn/false_negative": 0.11512649393824802, "mask_rcnn/false_positive": 0.1505233807019271, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7841029763221741, "total_loss": 1.5987384191103047} {"data_time": 0.01556629128754139, "eta_seconds": 77500.68819036707, "iteration": 170319, "loss_fcos_cls": 0.25308025535196066, "loss_fcos_ctr": 0.6210340401157737, "loss_fcos_loc": 0.1926112596411258, "loss_mask": 0.2735262238420546, "loss_maskiou": 0.00548853914369829, "loss_sem_seg": 0.26503336639143527, "lr": 0.01, "mask_rcnn/accuracy": 0.8819638103688681, "mask_rcnn/false_negative": 0.09247835766464622, "mask_rcnn/false_positive": 0.15599182374738196, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7836372964084148, "total_loss": 1.6438436740718316} {"data_time": 0.017121169716119766, "eta_seconds": 77474.07917278633, "iteration": 170339, "loss_fcos_cls": 0.247594999615103, "loss_fcos_ctr": 0.6198610672727227, "loss_fcos_loc": 0.1858383081271313, "loss_mask": 0.2583354813978076, "loss_maskiou": 0.005061412979557645, "loss_sem_seg": 0.29822079185396433, "lr": 0.01, "mask_rcnn/accuracy": 0.8972178615035757, "mask_rcnn/false_negative": 0.0862120205353597, "mask_rcnn/false_positive": 0.12915860994273004, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 26.75, "time": 0.7667686603963375, "total_loss": 1.6002466940553859} {"data_time": 0.018617714755237103, "eta_seconds": 77478.31792899128, "iteration": 170359, "loss_fcos_cls": 0.24202003190293908, "loss_fcos_ctr": 0.6172465197741985, "loss_fcos_loc": 0.19162817334290594, "loss_mask": 0.261668860912323, "loss_maskiou": 0.005280122037220281, "loss_sem_seg": 0.26161754317581654, "lr": 0.01, "mask_rcnn/accuracy": 0.8871762166405024, "mask_rcnn/false_negative": 0.0663568008672285, "mask_rcnn/false_positive": 0.1315714783847719, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.8056477028876543, "total_loss": 1.5991500496893423} {"data_time": 0.017166104167699814, "eta_seconds": 77448.53335080575, "iteration": 170379, "loss_fcos_cls": 0.2589607364498079, "loss_fcos_ctr": 0.6220985599793494, "loss_fcos_loc": 0.20432902776519768, "loss_mask": 0.2735226405784488, "loss_maskiou": 0.0054461561812786385, "loss_sem_seg": 0.2548753600567579, "lr": 0.01, "mask_rcnn/accuracy": 0.881670397750937, "mask_rcnn/false_negative": 0.09036167871780382, "mask_rcnn/false_positive": 0.13315553641627986, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.758582036010921, "total_loss": 1.6357210551395838} {"data_time": 0.018772010691463947, "eta_seconds": 77411.63167473301, "iteration": 170399, "loss_fcos_cls": 0.2514192886883393, "loss_fcos_ctr": 0.6202343828044832, "loss_fcos_loc": 0.19393788545858115, "loss_mask": 0.2625932991504669, "loss_maskiou": 0.005531873277504928, "loss_sem_seg": 0.270488036214374, "lr": 0.01, "mask_rcnn/accuracy": 0.9070895739176701, "mask_rcnn/false_negative": 0.07532726380698052, "mask_rcnn/false_positive": 0.09466486847494995, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.75, "time": 0.7786175925284624, "total_loss": 1.6017072962895327} {"data_time": 0.01571417972445488, "eta_seconds": 77422.93948380277, "iteration": 170419, "loss_fcos_cls": 0.2573543139733374, "loss_fcos_ctr": 0.6212651645764709, "loss_fcos_loc": 0.2039455195190385, "loss_mask": 0.2775787524878979, "loss_maskiou": 0.005793413001811132, "loss_sem_seg": 0.27311577554792166, "lr": 0.01, "mask_rcnn/accuracy": 0.8850463625357693, "mask_rcnn/false_negative": 0.09280269790836351, "mask_rcnn/false_positive": 0.14952794314436108, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7927339551970363, "total_loss": 1.6665995459552505} {"data_time": 0.01590481959283352, "eta_seconds": 77438.00580602791, "iteration": 170439, "loss_fcos_cls": 0.25535245204810053, "loss_fcos_ctr": 0.6185289826244116, "loss_fcos_loc": 0.19645899825263768, "loss_mask": 0.275354684330523, "loss_maskiou": 0.005666421566274948, "loss_sem_seg": 0.25972467567771673, "lr": 0.01, "mask_rcnn/accuracy": 0.9026140950885849, "mask_rcnn/false_negative": 0.09854012406516144, "mask_rcnn/false_positive": 0.11805232127598975, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.75, "time": 0.7760800234973431, "total_loss": 1.6009862309801974} {"data_time": 0.017172819934785366, "eta_seconds": 77422.44991450291, "iteration": 170459, "loss_fcos_cls": 0.27106093568727374, "loss_fcos_ctr": 0.6210005097091198, "loss_fcos_loc": 0.20611446420662105, "loss_mask": 0.2681285315193236, "loss_maskiou": 0.005760104737419169, "loss_sem_seg": 0.2447003312408924, "lr": 0.01, "mask_rcnn/accuracy": 0.8730141050383936, "mask_rcnn/false_negative": 0.08958666795749165, "mask_rcnn/false_positive": 0.1609076428150043, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 37.25, "time": 0.7790461843833327, "total_loss": 1.6039316380702076} {"data_time": 0.015690697357058525, "eta_seconds": 77385.00896830764, "iteration": 170479, "loss_fcos_cls": 0.23804199055302888, "loss_fcos_ctr": 0.6187682882882655, "loss_fcos_loc": 0.1975295072188601, "loss_mask": 0.2723903274163604, "loss_maskiou": 0.0054713852077838965, "loss_sem_seg": 0.26640197541564703, "lr": 0.01, "mask_rcnn/accuracy": 0.8798607859005115, "mask_rcnn/false_negative": 0.08493894356121617, "mask_rcnn/false_positive": 0.1443177384814148, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.0, "time": 0.7674797428771853, "total_loss": 1.6072875319514424} {"data_time": 0.015394295565783978, "eta_seconds": 77369.45747486036, "iteration": 170499, "loss_fcos_cls": 0.25284821109380573, "loss_fcos_ctr": 0.6207818957045674, "loss_fcos_loc": 0.20202252524904907, "loss_mask": 0.2682153871282935, "loss_maskiou": 0.005649894217640394, "loss_sem_seg": 0.26431367569603026, "lr": 0.01, "mask_rcnn/accuracy": 0.8731778425655976, "mask_rcnn/false_negative": 0.11080366215127696, "mask_rcnn/false_positive": 0.15016520764149144, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.5, "time": 0.7565215760841966, "total_loss": 1.6236896913178498} {"data_time": 0.01478552632033825, "eta_seconds": 77335.80386853125, "iteration": 170519, "loss_fcos_cls": 0.24201023508794606, "loss_fcos_ctr": 0.6181010156869888, "loss_fcos_loc": 0.19253966363612562, "loss_mask": 0.2703248104080558, "loss_maskiou": 0.005674914660630748, "loss_sem_seg": 0.2662539957091212, "lr": 0.01, "mask_rcnn/accuracy": 0.8717401051329623, "mask_rcnn/false_negative": 0.09979523698421093, "mask_rcnn/false_positive": 0.15954619175360402, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.759790999814868, "total_loss": 1.5943912906805053} {"data_time": 0.015929952263832092, "eta_seconds": 77318.14006103203, "iteration": 170539, "loss_fcos_cls": 0.24314312147907913, "loss_fcos_ctr": 0.6201073434203863, "loss_fcos_loc": 0.19496506929863244, "loss_mask": 0.26483431924134493, "loss_maskiou": 0.00530872997478582, "loss_sem_seg": 0.24067427450791, "lr": 0.01, "mask_rcnn/accuracy": 0.8727078649256312, "mask_rcnn/false_negative": 0.10341512858572935, "mask_rcnn/false_positive": 0.14340615299532938, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7803160725161433, "total_loss": 1.5838622056107852} {"data_time": 0.016924869269132614, "eta_seconds": 77304.7081602579, "iteration": 170559, "loss_fcos_cls": 0.24668363318778574, "loss_fcos_ctr": 0.6188559839501977, "loss_fcos_loc": 0.19749450124800205, "loss_mask": 0.2686663055792451, "loss_maskiou": 0.0054442013570223935, "loss_sem_seg": 0.2724308171309531, "lr": 0.01, "mask_rcnn/accuracy": 0.8748844882340692, "mask_rcnn/false_negative": 0.09197470607111963, "mask_rcnn/false_positive": 0.15280089438124256, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.0, "time": 0.7922228584066033, "total_loss": 1.6291790950199356} {"data_time": 0.01582093071192503, "eta_seconds": 77251.42355716601, "iteration": 170579, "loss_fcos_cls": 0.25268392032012343, "loss_fcos_ctr": 0.6173840686678886, "loss_fcos_loc": 0.203063893946819, "loss_mask": 0.2584511637687683, "loss_maskiou": 0.0054808306267659646, "loss_sem_seg": 0.2794330599717796, "lr": 0.01, "mask_rcnn/accuracy": 0.880640216612961, "mask_rcnn/false_negative": 0.09802504366513076, "mask_rcnn/false_positive": 0.13487356535478462, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.0, "time": 0.760332346893847, "total_loss": 1.628168008319335} {"data_time": 0.015482375398278236, "eta_seconds": 77239.6940267384, "iteration": 170599, "loss_fcos_cls": 0.2536931587383151, "loss_fcos_ctr": 0.6164150396361947, "loss_fcos_loc": 0.19321193010546267, "loss_mask": 0.26470861956477165, "loss_maskiou": 0.0053798626468051225, "loss_sem_seg": 0.26753864414058626, "lr": 0.01, "mask_rcnn/accuracy": 0.87229779149422, "mask_rcnn/false_negative": 0.0914231503238481, "mask_rcnn/false_positive": 0.13098325390916848, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.7760641574859619, "total_loss": 1.6058168560848571} {"data_time": 0.01696240995079279, "eta_seconds": 77222.73874501884, "iteration": 170619, "loss_fcos_cls": 0.2363234885269776, "loss_fcos_ctr": 0.6194446114823222, "loss_fcos_loc": 0.19399823038838804, "loss_mask": 0.27570304833352566, "loss_maskiou": 0.005898134186281823, "loss_sem_seg": 0.26302479626610875, "lr": 0.01, "mask_rcnn/accuracy": 0.8789351725827526, "mask_rcnn/false_negative": 0.11452700106511382, "mask_rcnn/false_positive": 0.14191696432258333, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.5, "time": 0.7779454784467816, "total_loss": 1.6126142714274465} {"data_time": 0.01679848600178957, "eta_seconds": 77197.16984248068, "iteration": 170639, "loss_fcos_cls": 0.25034844572655857, "loss_fcos_ctr": 0.6203793631866574, "loss_fcos_loc": 0.205556045868434, "loss_mask": 0.2683326294645667, "loss_maskiou": 0.006005664879921824, "loss_sem_seg": 0.24460370186716318, "lr": 0.01, "mask_rcnn/accuracy": 0.8711485594237695, "mask_rcnn/false_negative": 0.10028770304543633, "mask_rcnn/false_positive": 0.15045122294433722, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.5, "time": 0.7837287820875645, "total_loss": 1.596918367256876} {"data_time": 0.01723753660917282, "eta_seconds": 77185.58785541914, "iteration": 170659, "loss_fcos_cls": 0.24742230027914047, "loss_fcos_ctr": 0.6193321049213409, "loss_fcos_loc": 0.20132649317383766, "loss_mask": 0.26554086431860924, "loss_maskiou": 0.0058819966652663425, "loss_sem_seg": 0.2793229501694441, "lr": 0.01, "mask_rcnn/accuracy": 0.8737909226190477, "mask_rcnn/false_negative": 0.1264950343764658, "mask_rcnn/false_positive": 0.12178291503175541, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.779297367669642, "total_loss": 1.6108362582162954} {"data_time": 0.01722957007586956, "eta_seconds": 77166.09238961991, "iteration": 170679, "loss_fcos_cls": 0.24818296660669148, "loss_fcos_ctr": 0.621741876937449, "loss_fcos_loc": 0.20082132681272924, "loss_mask": 0.27507448103278875, "loss_maskiou": 0.005783986882306635, "loss_sem_seg": 0.2600497561506927, "lr": 0.01, "mask_rcnn/accuracy": 0.8922342460363966, "mask_rcnn/false_negative": 0.08201290286843524, "mask_rcnn/false_positive": 0.13969009661019055, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.25, "time": 0.7624415131285787, "total_loss": 1.6216717510178569} {"data_time": 0.016499176621437073, "eta_seconds": 77178.46645046398, "iteration": 170699, "loss_fcos_cls": 0.25070709141436964, "loss_fcos_ctr": 0.6192841995507479, "loss_fcos_loc": 0.1901288558728993, "loss_mask": 0.2737332349643111, "loss_maskiou": 0.00540647345042089, "loss_sem_seg": 0.28753778990358114, "lr": 0.01, "mask_rcnn/accuracy": 0.902294549304516, "mask_rcnn/false_negative": 0.07902829129545388, "mask_rcnn/false_positive": 0.12596735906236362, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7867896175011992, "total_loss": 1.6117488500458421} {"data_time": 0.016808001324534416, "eta_seconds": 77162.92210217938, "iteration": 170719, "loss_fcos_cls": 0.25120685598813, "loss_fcos_ctr": 0.6216471367515624, "loss_fcos_loc": 0.19985386199550703, "loss_mask": 0.27044929563999176, "loss_maskiou": 0.006345061970932875, "loss_sem_seg": 0.2911862717010081, "lr": 0.01, "mask_rcnn/accuracy": 0.8850135833554201, "mask_rcnn/false_negative": 0.10157966624286852, "mask_rcnn/false_positive": 0.13784955441961455, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.75, "time": 0.7726210718974471, "total_loss": 1.6398150293098297} {"data_time": 0.017526802606880665, "eta_seconds": 77129.49427525699, "iteration": 170739, "loss_fcos_cls": 0.2517555678496137, "loss_fcos_ctr": 0.6178686525672674, "loss_fcos_loc": 0.19754632213152945, "loss_mask": 0.2675997419282794, "loss_maskiou": 0.005461705786728999, "loss_sem_seg": 0.28302137553691864, "lr": 0.01, "mask_rcnn/accuracy": 0.8789014687882497, "mask_rcnn/false_negative": 0.11209653409380374, "mask_rcnn/false_positive": 0.15023514077652372, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7853192714974284, "total_loss": 1.623173486746964} {"data_time": 0.01583644188940525, "eta_seconds": 77099.90514926147, "iteration": 170759, "loss_fcos_cls": 0.24614089785609394, "loss_fcos_ctr": 0.6177366324700415, "loss_fcos_loc": 0.19302929029799998, "loss_mask": 0.24503542017191648, "loss_maskiou": 0.005029091073083691, "loss_sem_seg": 0.2609918627422303, "lr": 0.01, "mask_rcnn/accuracy": 0.8902158940499276, "mask_rcnn/false_negative": 0.08761144453294648, "mask_rcnn/false_positive": 0.13634506742703933, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.7595988847315311, "total_loss": 1.5759236078592949} {"data_time": 0.0168576929718256, "eta_seconds": 77047.63213043846, "iteration": 170779, "loss_fcos_cls": 0.24876555148512125, "loss_fcos_ctr": 0.6180401174351573, "loss_fcos_loc": 0.19434941769577563, "loss_mask": 0.2620505467057228, "loss_maskiou": 0.004684092848037835, "loss_sem_seg": 0.2696119276806712, "lr": 0.01, "mask_rcnn/accuracy": 0.8662384596695821, "mask_rcnn/false_negative": 0.08671390185125777, "mask_rcnn/false_positive": 0.20149829918350404, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 31.0, "time": 0.7668800968676805, "total_loss": 1.5684864750364795} {"data_time": 0.016472594812512398, "eta_seconds": 77019.97355426196, "iteration": 170799, "loss_fcos_cls": 0.2668665836099535, "loss_fcos_ctr": 0.6190015058964491, "loss_fcos_loc": 0.18830663384869695, "loss_mask": 0.2653227988630533, "loss_maskiou": 0.00471614348134608, "loss_sem_seg": 0.2585597485303879, "lr": 0.01, "mask_rcnn/accuracy": 0.9063658887937003, "mask_rcnn/false_negative": 0.08722070103428697, "mask_rcnn/false_positive": 0.10873630999460523, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.5, "time": 0.7785128755494952, "total_loss": 1.585791271267226} {"data_time": 0.015660111792385578, "eta_seconds": 76996.04531523213, "iteration": 170819, "loss_fcos_cls": 0.2598444924224168, "loss_fcos_ctr": 0.619228882715106, "loss_fcos_loc": 0.20083058904856443, "loss_mask": 0.25785946287214756, "loss_maskiou": 0.005667554654792184, "loss_sem_seg": 0.29793381644412875, "lr": 0.01, "mask_rcnn/accuracy": 0.8752908663465386, "mask_rcnn/false_negative": 0.1017190985200913, "mask_rcnn/false_positive": 0.14680682111601723, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 37.75, "time": 0.7747226497158408, "total_loss": 1.6728947986593994} {"data_time": 0.017222278751432896, "eta_seconds": 76988.91742637847, "iteration": 170839, "loss_fcos_cls": 0.25516773853451014, "loss_fcos_ctr": 0.6201149509288371, "loss_fcos_loc": 0.19362114393152297, "loss_mask": 0.2773622805252671, "loss_maskiou": 0.005545899359276518, "loss_sem_seg": 0.28553079813718796, "lr": 0.01, "mask_rcnn/accuracy": 0.8938597177188632, "mask_rcnn/false_negative": 0.09777970575540666, "mask_rcnn/false_positive": 0.11806638031599632, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7789923828095198, "total_loss": 1.648158272197179} {"data_time": 0.016396798193454742, "eta_seconds": 76921.7615994187, "iteration": 170859, "loss_fcos_cls": 0.24744356458541006, "loss_fcos_ctr": 0.6221390860155225, "loss_fcos_loc": 0.20309492980595678, "loss_mask": 0.2645578356459737, "loss_maskiou": 0.005783865832199808, "loss_sem_seg": 0.28416351368650794, "lr": 0.01, "mask_rcnn/accuracy": 0.8744561055416319, "mask_rcnn/false_negative": 0.10007903848458868, "mask_rcnn/false_positive": 0.15965861576978593, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.75, "time": 0.7658606050536036, "total_loss": 1.6237521810617181} {"data_time": 0.015307167544960976, "eta_seconds": 76892.307270227, "iteration": 170879, "loss_fcos_cls": 0.2613929021754302, "loss_fcos_ctr": 0.6242183782160282, "loss_fcos_loc": 0.2139659896492958, "loss_mask": 0.2853075466118753, "loss_maskiou": 0.005997360256515094, "loss_sem_seg": 0.2884562942199409, "lr": 0.01, "mask_rcnn/accuracy": 0.858470613645916, "mask_rcnn/false_negative": 0.10066353865192681, "mask_rcnn/false_positive": 0.21119522367312904, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 33.75, "time": 0.7809560364112258, "total_loss": 1.6766343727304047} {"data_time": 0.015466413460671902, "eta_seconds": 76942.33323455323, "iteration": 170899, "loss_fcos_cls": 0.24253889557439834, "loss_fcos_ctr": 0.6232334394007921, "loss_fcos_loc": 0.19618655275553465, "loss_mask": 0.2602501679211855, "loss_maskiou": 0.005119361521792598, "loss_sem_seg": 0.2914027343504131, "lr": 0.01, "mask_rcnn/accuracy": 0.8771354290262616, "mask_rcnn/false_negative": 0.10847887500754234, "mask_rcnn/false_positive": 0.1341374353653933, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.75, "time": 0.7895173598080873, "total_loss": 1.614026898118027} {"data_time": 0.016324322670698166, "eta_seconds": 76899.5540201515, "iteration": 170919, "loss_fcos_cls": 0.2535587439779192, "loss_fcos_ctr": 0.619567540474236, "loss_fcos_loc": 0.18925480887992308, "loss_mask": 0.281969734467566, "loss_maskiou": 0.00553568999748677, "loss_sem_seg": 0.29993709176778793, "lr": 0.01, "mask_rcnn/accuracy": 0.8843277286110807, "mask_rcnn/false_negative": 0.0814049569636911, "mask_rcnn/false_positive": 0.13477603715583975, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7788857035338879, "total_loss": 1.6411945418294636} {"data_time": 0.019550159573554993, "eta_seconds": 76902.8870950304, "iteration": 170939, "loss_fcos_cls": 0.25550437928177416, "loss_fcos_ctr": 0.6205690987408161, "loss_fcos_loc": 0.19944336521439254, "loss_mask": 0.2727835522964597, "loss_maskiou": 0.006085498440370429, "loss_sem_seg": 0.2788433989044279, "lr": 0.01, "mask_rcnn/accuracy": 0.8856613400077011, "mask_rcnn/false_negative": 0.08073574877018021, "mask_rcnn/false_positive": 0.11649346142163847, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.0, "time": 0.7693211231380701, "total_loss": 1.630904236692004} {"data_time": 0.015957259573042393, "eta_seconds": 76914.9285994824, "iteration": 170959, "loss_fcos_cls": 0.2473751255311072, "loss_fcos_ctr": 0.6221194183453918, "loss_fcos_loc": 0.20621927652973682, "loss_mask": 0.27362295240163803, "loss_maskiou": 0.005508697082404979, "loss_sem_seg": 0.27780714305117726, "lr": 0.01, "mask_rcnn/accuracy": 0.8909563098495212, "mask_rcnn/false_negative": 0.07528272134508243, "mask_rcnn/false_positive": 0.15487011412337892, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.5, "time": 0.7908826433122158, "total_loss": 1.6327147370539024} {"data_time": 0.01612530928105116, "eta_seconds": 76866.60674411617, "iteration": 170979, "loss_fcos_cls": 0.2574140839278698, "loss_fcos_ctr": 0.6229679589159787, "loss_fcos_loc": 0.2027512106578797, "loss_mask": 0.27705965004861355, "loss_maskiou": 0.0055591357668163255, "loss_sem_seg": 0.26761535299010575, "lr": 0.01, "mask_rcnn/accuracy": 0.891152092004565, "mask_rcnn/false_negative": 0.09294222714203612, "mask_rcnn/false_positive": 0.12348779627768067, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 24.75, "time": 0.7595926634967327, "total_loss": 1.6079609956286731} {"data_time": 0.015427228063344955, "eta_seconds": 76818.04983476643, "iteration": 170999, "loss_fcos_cls": 0.2488299636170268, "loss_fcos_ctr": 0.6206456404179335, "loss_fcos_loc": 0.19909763254690915, "loss_mask": 0.26492495043203235, "loss_maskiou": 0.005560166711802594, "loss_sem_seg": 0.26251746574416757, "lr": 0.01, "mask_rcnn/accuracy": 0.8736087422773987, "mask_rcnn/false_negative": 0.10114760332673575, "mask_rcnn/false_positive": 0.14363236564706788, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.7636758284643292, "total_loss": 1.6097540883347392} {"data_time": 0.016961139626801014, "eta_seconds": 76739.11954132654, "iteration": 171019, "loss_fcos_cls": 0.23784453212283552, "loss_fcos_ctr": 0.6189954122528434, "loss_fcos_loc": 0.19509799673687667, "loss_mask": 0.26108140870928764, "loss_maskiou": 0.005364734824979678, "loss_sem_seg": 0.27675605192780495, "lr": 0.01, "mask_rcnn/accuracy": 0.8778783857865491, "mask_rcnn/false_negative": 0.07896768928608358, "mask_rcnn/false_positive": 0.16151723528571707, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 23.75, "time": 0.7665094425901771, "total_loss": 1.6032748419384006} {"data_time": 0.015430375933647156, "eta_seconds": 76668.95088087581, "iteration": 171039, "loss_fcos_cls": 0.24379029124975204, "loss_fcos_ctr": 0.6192514579743147, "loss_fcos_loc": 0.1901170271448791, "loss_mask": 0.2633836567401886, "loss_maskiou": 0.005282682184770238, "loss_sem_seg": 0.24157247808761895, "lr": 0.01, "mask_rcnn/accuracy": 0.8821495366439258, "mask_rcnn/false_negative": 0.10390497611485205, "mask_rcnn/false_positive": 0.13127744363615212, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7654918432235718, "total_loss": 1.6015030706439575} {"data_time": 0.01604234240949154, "eta_seconds": 76636.7714103777, "iteration": 171059, "loss_fcos_cls": 0.2503377767279744, "loss_fcos_ctr": 0.6208419445902109, "loss_fcos_loc": 0.19886781717650592, "loss_mask": 0.26746525429189205, "loss_maskiou": 0.006028772822901374, "loss_sem_seg": 0.26372753782197833, "lr": 0.01, "mask_rcnn/accuracy": 0.8965681381248152, "mask_rcnn/false_negative": 0.10362211794833497, "mask_rcnn/false_positive": 0.11707038830974731, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.25, "time": 0.7766757979989052, "total_loss": 1.6281479414465139} {"data_time": 0.01714019849896431, "eta_seconds": 76619.65791564714, "iteration": 171079, "loss_fcos_cls": 0.25371843387256376, "loss_fcos_ctr": 0.6183135001920164, "loss_fcos_loc": 0.19661530759185553, "loss_mask": 0.27604765025898814, "loss_maskiou": 0.005815758569042373, "loss_sem_seg": 0.25953617587219924, "lr": 0.01, "mask_rcnn/accuracy": 0.8792980295566502, "mask_rcnn/false_negative": 0.08790699296915855, "mask_rcnn/false_positive": 0.11918467295366665, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.75, "time": 0.7759381327778101, "total_loss": 1.6700215747841867} {"data_time": 0.014800375327467918, "eta_seconds": 76604.16683530714, "iteration": 171099, "loss_fcos_cls": 0.24710917007178068, "loss_fcos_ctr": 0.6203185170888901, "loss_fcos_loc": 0.19729671976529062, "loss_mask": 0.2736703725531697, "loss_maskiou": 0.005484787136083469, "loss_sem_seg": 0.26391307229641825, "lr": 0.01, "mask_rcnn/accuracy": 0.8808067602040817, "mask_rcnn/false_negative": 0.09118676581105611, "mask_rcnn/false_positive": 0.15314425014741956, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7676885388791561, "total_loss": 1.6024548869027058} {"data_time": 0.016780699603259563, "eta_seconds": 76578.55928829778, "iteration": 171119, "loss_fcos_cls": 0.2542197606526315, "loss_fcos_ctr": 0.6175111853517592, "loss_fcos_loc": 0.1912092922721058, "loss_mask": 0.2653585746884346, "loss_maskiou": 0.005542166793020442, "loss_sem_seg": 0.2950051948428154, "lr": 0.01, "mask_rcnn/accuracy": 0.8869904816765416, "mask_rcnn/false_negative": 0.1062447910786769, "mask_rcnn/false_positive": 0.11789580452642122, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.794951856136322, "total_loss": 1.6467583292833297} {"data_time": 0.018628443591296673, "eta_seconds": 76550.66822565068, "iteration": 171139, "loss_fcos_cls": 0.2605171212926507, "loss_fcos_ctr": 0.6204025857150555, "loss_fcos_loc": 0.18883260153234005, "loss_mask": 0.2765762796625495, "loss_maskiou": 0.006121139274910092, "loss_sem_seg": 0.27873226208612323, "lr": 0.01, "mask_rcnn/accuracy": 0.882516559255281, "mask_rcnn/false_negative": 0.09130659737065734, "mask_rcnn/false_positive": 0.1508236949642564, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.5, "time": 0.7796007608994842, "total_loss": 1.6273059180821292} {"data_time": 0.01581667736172676, "eta_seconds": 76525.86714828573, "iteration": 171159, "loss_fcos_cls": 0.2543193493038416, "loss_fcos_ctr": 0.62197588942945, "loss_fcos_loc": 0.20098256412893534, "loss_mask": 0.26453186105936766, "loss_maskiou": 0.005280674035020638, "loss_sem_seg": 0.27607081225141883, "lr": 0.01, "mask_rcnn/accuracy": 0.8655203091510577, "mask_rcnn/false_negative": 0.11079126098353079, "mask_rcnn/false_positive": 0.1360864013301154, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7646086188033223, "total_loss": 1.6359154458223202} {"data_time": 0.01840777788311243, "eta_seconds": 76533.90185487643, "iteration": 171179, "loss_fcos_cls": 0.2660289271734655, "loss_fcos_ctr": 0.6227697455324233, "loss_fcos_loc": 0.20708214497426525, "loss_mask": 0.26573140686377883, "loss_maskiou": 0.0052939132729079574, "loss_sem_seg": 0.27615970373153687, "lr": 0.01, "mask_rcnn/accuracy": 0.8823110878557144, "mask_rcnn/false_negative": 0.08939015983167359, "mask_rcnn/false_positive": 0.1367742268843042, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.0, "time": 0.7824725322425365, "total_loss": 1.6863242382969474} {"data_time": 0.016963113099336624, "eta_seconds": 76504.20865015034, "iteration": 171199, "loss_fcos_cls": 0.25997366616502404, "loss_fcos_ctr": 0.6207189317792654, "loss_fcos_loc": 0.20088931289501488, "loss_mask": 0.27813485730439425, "loss_maskiou": 0.006005308096064255, "loss_sem_seg": 0.2670118808746338, "lr": 0.01, "mask_rcnn/accuracy": 0.8846971220920801, "mask_rcnn/false_negative": 0.08003525420679929, "mask_rcnn/false_positive": 0.1702980515587723, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 39.0, "time": 0.7810405669733882, "total_loss": 1.6304136064863997} {"data_time": 0.015718410722911358, "eta_seconds": 76502.923054073, "iteration": 171219, "loss_fcos_cls": 0.2685994633939117, "loss_fcos_ctr": 0.6198953045532107, "loss_fcos_loc": 0.19985853310208768, "loss_mask": 0.27419611252844334, "loss_maskiou": 0.0055171658168546855, "loss_sem_seg": 0.2850878145545721, "lr": 0.01, "mask_rcnn/accuracy": 0.8974770433656474, "mask_rcnn/false_negative": 0.09022295603372482, "mask_rcnn/false_positive": 0.11475072460549403, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.0, "time": 0.7801951374858618, "total_loss": 1.6738135674822843} {"data_time": 0.01714821718633175, "eta_seconds": 76497.34873571433, "iteration": 171239, "loss_fcos_cls": 0.25419598759617656, "loss_fcos_ctr": 0.6202058251947165, "loss_fcos_loc": 0.20545039541320875, "loss_mask": 0.2618244122713804, "loss_maskiou": 0.005172629753360525, "loss_sem_seg": 0.2807776175905019, "lr": 0.01, "mask_rcnn/accuracy": 0.8989347127739985, "mask_rcnn/false_negative": 0.09151110492582235, "mask_rcnn/false_positive": 0.11321792156740157, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.5, "time": 0.7840809999033809, "total_loss": 1.6262201657082187} {"data_time": 0.0164096811786294, "eta_seconds": 76509.12678760197, "iteration": 171259, "loss_fcos_cls": 0.2690492692636326, "loss_fcos_ctr": 0.6198868453502655, "loss_fcos_loc": 0.19866107823327184, "loss_mask": 0.27859722916036844, "loss_maskiou": 0.005965493996882287, "loss_sem_seg": 0.2629959527403116, "lr": 0.01, "mask_rcnn/accuracy": 0.8547128466771324, "mask_rcnn/false_negative": 0.10571200961350186, "mask_rcnn/false_positive": 0.1391340181617074, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.0, "time": 0.7854947093874216, "total_loss": 1.6431676010251977} {"data_time": 0.01681986078619957, "eta_seconds": 76554.83118188102, "iteration": 171279, "loss_fcos_cls": 0.2629972242284566, "loss_fcos_ctr": 0.6196075221523643, "loss_fcos_loc": 0.19493303960189223, "loss_mask": 0.26270452747121453, "loss_maskiou": 0.005350349587388337, "loss_sem_seg": 0.24746633414179087, "lr": 0.01, "mask_rcnn/accuracy": 0.8855113636363636, "mask_rcnn/false_negative": 0.10039039839700535, "mask_rcnn/false_positive": 0.13797998975837233, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.7848304286599159, "total_loss": 1.5955025296134409} {"data_time": 0.016873318701982498, "eta_seconds": 76478.13292414602, "iteration": 171299, "loss_fcos_cls": 0.256393518880941, "loss_fcos_ctr": 0.6228538937866688, "loss_fcos_loc": 0.20245614182204008, "loss_mask": 0.2710644034668803, "loss_maskiou": 0.005475910569657572, "loss_sem_seg": 0.2937179449945688, "lr": 0.01, "mask_rcnn/accuracy": 0.8668656141701964, "mask_rcnn/false_negative": 0.08009947240392845, "mask_rcnn/false_positive": 0.16362890493778814, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.75, "time": 0.7695612758398056, "total_loss": 1.65758411763818} {"data_time": 0.016125233843922615, "eta_seconds": 76462.63599241804, "iteration": 171319, "loss_fcos_cls": 0.251857895986177, "loss_fcos_ctr": 0.6204201001673937, "loss_fcos_loc": 0.19450014270842075, "loss_mask": 0.2709657493978739, "loss_maskiou": 0.0057005377966561355, "loss_sem_seg": 0.25690599298104644, "lr": 0.01, "mask_rcnn/accuracy": 0.8771724165856819, "mask_rcnn/false_negative": 0.09396147839666841, "mask_rcnn/false_positive": 0.13501568882945825, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.0, "time": 0.7848216872662306, "total_loss": 1.5934963353502098} {"data_time": 0.016238516196608543, "eta_seconds": 76437.1132809436, "iteration": 171339, "loss_fcos_cls": 0.249128955649212, "loss_fcos_ctr": 0.619862325489521, "loss_fcos_loc": 0.19543131324462593, "loss_mask": 0.2776372879743576, "loss_maskiou": 0.005943331358139403, "loss_sem_seg": 0.2359121199697256, "lr": 0.01, "mask_rcnn/accuracy": 0.8817470440557176, "mask_rcnn/false_negative": 0.09701806446191297, "mask_rcnn/false_positive": 0.14606829580932104, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.769619625993073, "total_loss": 1.5969519313512137} {"data_time": 0.016412485390901566, "eta_seconds": 76411.01063829474, "iteration": 171359, "loss_fcos_cls": 0.24477194366045296, "loss_fcos_ctr": 0.6202167756855488, "loss_fcos_loc": 0.1942923329770565, "loss_mask": 0.2685077851638198, "loss_maskiou": 0.005389202371588908, "loss_sem_seg": 0.27823092695325613, "lr": 0.01, "mask_rcnn/accuracy": 0.8911041075859625, "mask_rcnn/false_negative": 0.09123932861910727, "mask_rcnn/false_positive": 0.12588200698478713, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.75, "time": 0.7792071830481291, "total_loss": 1.6238841149170185} {"data_time": 0.016420284286141396, "eta_seconds": 76425.66432018485, "iteration": 171379, "loss_fcos_cls": 0.2425617123953998, "loss_fcos_ctr": 0.6239854185841978, "loss_fcos_loc": 0.2031691299052909, "loss_mask": 0.27725857868790627, "loss_maskiou": 0.006143944410723634, "loss_sem_seg": 0.2619206625968218, "lr": 0.01, "mask_rcnn/accuracy": 0.8896865188383045, "mask_rcnn/false_negative": 0.08865466662805396, "mask_rcnn/false_positive": 0.12772449787720125, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7800857294350863, "total_loss": 1.641681356515619} {"data_time": 0.01814775075763464, "eta_seconds": 76400.64826550614, "iteration": 171399, "loss_fcos_cls": 0.25069261784665287, "loss_fcos_ctr": 0.6203218875452876, "loss_fcos_loc": 0.19192694080993533, "loss_mask": 0.28132113767787814, "loss_maskiou": 0.005910316624067491, "loss_sem_seg": 0.24815741833299398, "lr": 0.01, "mask_rcnn/accuracy": 0.8738923200859291, "mask_rcnn/false_negative": 0.08771606434232908, "mask_rcnn/false_positive": 0.15186958791488486, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.0, "time": 0.771280424669385, "total_loss": 1.5966413627502334} {"data_time": 0.015650549903512, "eta_seconds": 76375.1336835092, "iteration": 171419, "loss_fcos_cls": 0.25355753069743514, "loss_fcos_ctr": 0.6204630462452769, "loss_fcos_loc": 0.19470558920875192, "loss_mask": 0.2586282016709447, "loss_maskiou": 0.005600818542006891, "loss_sem_seg": 0.28247512388043106, "lr": 0.01, "mask_rcnn/accuracy": 0.8825645391194172, "mask_rcnn/false_negative": 0.10223248926175235, "mask_rcnn/false_positive": 0.12596650194948203, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7815703433007002, "total_loss": 1.628819922429102} {"data_time": 0.01615681778639555, "eta_seconds": 76369.65440205019, "iteration": 171439, "loss_fcos_cls": 0.26998115982860327, "loss_fcos_ctr": 0.6208549290895462, "loss_fcos_loc": 0.1980634513311088, "loss_mask": 0.265005566412583, "loss_maskiou": 0.00541861925739795, "loss_sem_seg": 0.2730127200484276, "lr": 0.01, "mask_rcnn/accuracy": 0.8821323906274838, "mask_rcnn/false_negative": 0.10775829946487134, "mask_rcnn/false_positive": 0.13323408211183613, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7951499139890075, "total_loss": 1.6459780395816779} {"data_time": 0.016143803484737873, "eta_seconds": 76363.66887149122, "iteration": 171459, "loss_fcos_cls": 0.24052516790106893, "loss_fcos_ctr": 0.6184276202693582, "loss_fcos_loc": 0.18844543676823378, "loss_mask": 0.2511718403548002, "loss_maskiou": 0.005500121278601, "loss_sem_seg": 0.27640198916196823, "lr": 0.01, "mask_rcnn/accuracy": 0.886456230843986, "mask_rcnn/false_negative": 0.09301247166462187, "mask_rcnn/false_positive": 0.13743944831017962, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.0, "time": 0.7795561579987407, "total_loss": 1.599566850476549} {"data_time": 0.01616475824266672, "eta_seconds": 76399.73787613679, "iteration": 171479, "loss_fcos_cls": 0.2617860863683745, "loss_fcos_ctr": 0.6186581943184137, "loss_fcos_loc": 0.20633277908200398, "loss_mask": 0.2821983494795859, "loss_maskiou": 0.005623864111839794, "loss_sem_seg": 0.29301831824705005, "lr": 0.01, "mask_rcnn/accuracy": 0.8763326308784383, "mask_rcnn/false_negative": 0.12117576945466016, "mask_rcnn/false_positive": 0.14326428786377426, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.75, "time": 0.7826192863285542, "total_loss": 1.6496365303491984} {"data_time": 0.017254218459129333, "eta_seconds": 76417.92453793716, "iteration": 171499, "loss_fcos_cls": 0.2522433511912823, "loss_fcos_ctr": 0.6199118876829743, "loss_fcos_loc": 0.1879761815071106, "loss_mask": 0.2669429969973862, "loss_maskiou": 0.005343475553672761, "loss_sem_seg": 0.2669125092215836, "lr": 0.01, "mask_rcnn/accuracy": 0.9100869300219201, "mask_rcnn/false_negative": 0.07329279558564189, "mask_rcnn/false_positive": 0.09857715633382158, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.5, "time": 0.7735482873395085, "total_loss": 1.6227878908102866} {"data_time": 0.018266732804477215, "eta_seconds": 76437.58490019478, "iteration": 171519, "loss_fcos_cls": 0.25391727790702134, "loss_fcos_ctr": 0.6160995978862047, "loss_fcos_loc": 0.18227141129318625, "loss_mask": 0.26500828471034765, "loss_maskiou": 0.005293587913911324, "loss_sem_seg": 0.25469431979581714, "lr": 0.01, "mask_rcnn/accuracy": 0.873146998754859, "mask_rcnn/false_negative": 0.0976434716893706, "mask_rcnn/false_positive": 0.12207508771987799, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.0, "time": 0.7567500043660402, "total_loss": 1.5916531450966431} {"data_time": 0.016809034161269665, "eta_seconds": 76428.64180914033, "iteration": 171539, "loss_fcos_cls": 0.25208373949863017, "loss_fcos_ctr": 0.6217834874987602, "loss_fcos_loc": 0.20196592016145587, "loss_mask": 0.2716056117787957, "loss_maskiou": 0.0056125271948985755, "loss_sem_seg": 0.28634391026571393, "lr": 0.01, "mask_rcnn/accuracy": 0.8864916022906337, "mask_rcnn/false_negative": 0.09314019841359009, "mask_rcnn/false_positive": 0.14365523453584406, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7947534825652838, "total_loss": 1.6029940845546662} {"data_time": 0.0163491852581501, "eta_seconds": 76406.53826788999, "iteration": 171559, "loss_fcos_cls": 0.25233413442038, "loss_fcos_ctr": 0.6198379099369049, "loss_fcos_loc": 0.19300522818230093, "loss_mask": 0.2638582205399871, "loss_maskiou": 0.005493420932907611, "loss_sem_seg": 0.28498820262029767, "lr": 0.01, "mask_rcnn/accuracy": 0.89500070861678, "mask_rcnn/false_negative": 0.08998268298136744, "mask_rcnn/false_positive": 0.1337418235833023, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.0, "time": 0.7819428564980626, "total_loss": 1.6113457281608135} {"data_time": 0.015581073239445686, "eta_seconds": 76433.43855261616, "iteration": 171579, "loss_fcos_cls": 0.27136729774065316, "loss_fcos_ctr": 0.621405653655529, "loss_fcos_loc": 0.20004593476187438, "loss_mask": 0.27767157182097435, "loss_maskiou": 0.006103370891651139, "loss_sem_seg": 0.30108035332523286, "lr": 0.01, "mask_rcnn/accuracy": 0.8713465639396223, "mask_rcnn/false_negative": 0.10481745971240611, "mask_rcnn/false_positive": 0.12836128516857276, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.25, "time": 0.7793354652822018, "total_loss": 1.6608927070483332} {"data_time": 0.016122336499392986, "eta_seconds": 76407.34759243112, "iteration": 171599, "loss_fcos_cls": 0.265675415052101, "loss_fcos_ctr": 0.6181292505934834, "loss_fcos_loc": 0.19931864261161536, "loss_mask": 0.27478344505652785, "loss_maskiou": 0.005468851937621366, "loss_sem_seg": 0.2976062442176044, "lr": 0.01, "mask_rcnn/accuracy": 0.870230742673009, "mask_rcnn/false_negative": 0.09834555051295558, "mask_rcnn/false_positive": 0.16454194628220659, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7606755401939154, "total_loss": 1.6658908634417458} {"data_time": 0.01667056605219841, "eta_seconds": 76378.6214074418, "iteration": 171619, "loss_fcos_cls": 0.2603201058227569, "loss_fcos_ctr": 0.6200961330905557, "loss_fcos_loc": 0.19805327930953354, "loss_mask": 0.2620864324271679, "loss_maskiou": 0.005449136446259217, "loss_sem_seg": 0.2695259293541312, "lr": 0.01, "mask_rcnn/accuracy": 0.8846210725092714, "mask_rcnn/false_negative": 0.09059375542585449, "mask_rcnn/false_positive": 0.17794221438545832, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.0, "time": 0.7747546769678593, "total_loss": 1.6101617595995776} {"data_time": 0.014865651726722717, "eta_seconds": 76376.28801068198, "iteration": 171639, "loss_fcos_cls": 0.25015260418877006, "loss_fcos_ctr": 0.623490460216999, "loss_fcos_loc": 0.20078203978482634, "loss_mask": 0.27500923397019506, "loss_maskiou": 0.005595809212536551, "loss_sem_seg": 0.23685508640483022, "lr": 0.01, "mask_rcnn/accuracy": 0.8626838219004493, "mask_rcnn/false_negative": 0.08510633002810405, "mask_rcnn/false_positive": 0.17202652253305892, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.0, "time": 0.7896490069106221, "total_loss": 1.569784240447916} {"data_time": 0.015061095356941223, "eta_seconds": 76360.75821980741, "iteration": 171659, "loss_fcos_cls": 0.25141945853829384, "loss_fcos_ctr": 0.6208413112908602, "loss_fcos_loc": 0.19963919726433232, "loss_mask": 0.27232052851468325, "loss_maskiou": 0.005580449320405023, "loss_sem_seg": 0.2414429031778127, "lr": 0.01, "mask_rcnn/accuracy": 0.8806495841896478, "mask_rcnn/false_negative": 0.09974311115632169, "mask_rcnn/false_positive": 0.17241630053063245, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7793129049241543, "total_loss": 1.6085009439848363} {"data_time": 0.017010019160807133, "eta_seconds": 76361.7370511461, "iteration": 171679, "loss_fcos_cls": 0.24302011856343597, "loss_fcos_ctr": 0.6219228394329548, "loss_fcos_loc": 0.20053821441251785, "loss_mask": 0.26357673574239016, "loss_maskiou": 0.004976346463081427, "loss_sem_seg": 0.2726169750094414, "lr": 0.01, "mask_rcnn/accuracy": 0.8822850406396325, "mask_rcnn/false_negative": 0.09561555984833123, "mask_rcnn/false_positive": 0.12045103097162291, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7706223083660007, "total_loss": 1.6022155887476401} {"data_time": 0.017829678021371365, "eta_seconds": 76348.43396716285, "iteration": 171699, "loss_fcos_cls": 0.24784579855622724, "loss_fcos_ctr": 0.6185488300397992, "loss_fcos_loc": 0.19779355288483202, "loss_mask": 0.27838413044810295, "loss_maskiou": 0.005671611899742857, "loss_sem_seg": 0.30139306420460343, "lr": 0.01, "mask_rcnn/accuracy": 0.8969250200080032, "mask_rcnn/false_negative": 0.09112062456826847, "mask_rcnn/false_positive": 0.12420313300526617, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7793788788840175, "total_loss": 1.6603362222522264} {"data_time": 0.015993655659258366, "eta_seconds": 76330.67075318284, "iteration": 171719, "loss_fcos_cls": 0.2561863635201007, "loss_fcos_ctr": 0.6226879130117595, "loss_fcos_loc": 0.2082388850976713, "loss_mask": 0.27397587429732084, "loss_maskiou": 0.005742303226725198, "loss_sem_seg": 0.3190244222059846, "lr": 0.01, "mask_rcnn/accuracy": 0.867190111116253, "mask_rcnn/false_negative": 0.10092722377532926, "mask_rcnn/false_positive": 0.13518103078159754, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7738993531093001, "total_loss": 1.6932274921637145} {"data_time": 0.018044299446046352, "eta_seconds": 76315.13760420121, "iteration": 171739, "loss_fcos_cls": 0.26251361006870866, "loss_fcos_ctr": 0.6187236923724413, "loss_fcos_loc": 0.19060607347637415, "loss_mask": 0.2682039216160774, "loss_maskiou": 0.005181011016247794, "loss_sem_seg": 0.28526148229138926, "lr": 0.01, "mask_rcnn/accuracy": 0.8751217032659458, "mask_rcnn/false_negative": 0.10310543561931332, "mask_rcnn/false_positive": 0.13187464341938446, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.75, "time": 0.779468328692019, "total_loss": 1.630049700543168} {"data_time": 0.015616153366863728, "eta_seconds": 76320.32008305285, "iteration": 171759, "loss_fcos_cls": 0.24913883861154318, "loss_fcos_ctr": 0.6207212125882506, "loss_fcos_loc": 0.19766416016500443, "loss_mask": 0.27200556360185146, "loss_maskiou": 0.005350044593797065, "loss_sem_seg": 0.2759051276370883, "lr": 0.01, "mask_rcnn/accuracy": 0.8642135831605369, "mask_rcnn/false_negative": 0.1060471567163501, "mask_rcnn/false_positive": 0.15307629686534424, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.75, "time": 0.7848911779001355, "total_loss": 1.5985256980566191} {"data_time": 0.016197511926293373, "eta_seconds": 76412.77019911353, "iteration": 171779, "loss_fcos_cls": 0.26155021972954273, "loss_fcos_ctr": 0.6203069668263197, "loss_fcos_loc": 0.1999780071200803, "loss_mask": 0.27299350313842297, "loss_maskiou": 0.00574533328472171, "loss_sem_seg": 0.27633580239489675, "lr": 0.01, "mask_rcnn/accuracy": 0.8767604216526697, "mask_rcnn/false_negative": 0.11582169335647215, "mask_rcnn/false_positive": 0.12333470394736842, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.793068160302937, "total_loss": 1.6274516448393115} {"data_time": 0.015552631579339504, "eta_seconds": 76388.35965425614, "iteration": 171799, "loss_fcos_cls": 0.25182726269122213, "loss_fcos_ctr": 0.6170662646181881, "loss_fcos_loc": 0.19163734128233045, "loss_mask": 0.27105476846918464, "loss_maskiou": 0.005446709579700837, "loss_sem_seg": 0.2929118350148201, "lr": 0.01, "mask_rcnn/accuracy": 0.8900746790651745, "mask_rcnn/false_negative": 0.09913598972520676, "mask_rcnn/false_positive": 0.13243595711247413, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7681298442184925, "total_loss": 1.6384311537622125} {"data_time": 0.016098192892968655, "eta_seconds": 76363.74825896043, "iteration": 171819, "loss_fcos_cls": 0.2560581685975194, "loss_fcos_ctr": 0.6188026145100594, "loss_fcos_loc": 0.195360551122576, "loss_mask": 0.2749255485832691, "loss_maskiou": 0.006056078098481521, "loss_sem_seg": 0.275349335744977, "lr": 0.01, "mask_rcnn/accuracy": 0.8663227960102959, "mask_rcnn/false_negative": 0.10616915540982463, "mask_rcnn/false_positive": 0.1803495938969903, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 38.0, "time": 0.761662152595818, "total_loss": 1.6322136198868975} {"data_time": 0.01712577138096094, "eta_seconds": 76333.51962094381, "iteration": 171839, "loss_fcos_cls": 0.25770175782963634, "loss_fcos_ctr": 0.6194890150800347, "loss_fcos_loc": 0.19969056453555822, "loss_mask": 0.26996245607733727, "loss_maskiou": 0.005584871149039827, "loss_sem_seg": 0.28804440423846245, "lr": 0.01, "mask_rcnn/accuracy": 0.8682437918776533, "mask_rcnn/false_negative": 0.10847632991790634, "mask_rcnn/false_positive": 0.1562175372758925, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.7673687813803554, "total_loss": 1.6645126995426835} {"data_time": 0.016156348399817944, "eta_seconds": 76317.96690252796, "iteration": 171859, "loss_fcos_cls": 0.250539505854249, "loss_fcos_ctr": 0.6200146377086639, "loss_fcos_loc": 0.19949124800041318, "loss_mask": 0.25958128832280636, "loss_maskiou": 0.0051807268464472145, "loss_sem_seg": 0.26229611225426197, "lr": 0.01, "mask_rcnn/accuracy": 0.8948260073260073, "mask_rcnn/false_negative": 0.08594571615957425, "mask_rcnn/false_positive": 0.1236969320936884, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7723663011565804, "total_loss": 1.602348455126048} {"data_time": 0.01715749502182007, "eta_seconds": 76302.4141841121, "iteration": 171879, "loss_fcos_cls": 0.2604427068727091, "loss_fcos_ctr": 0.6208642004057765, "loss_fcos_loc": 0.20167373481672257, "loss_mask": 0.28567899391055107, "loss_maskiou": 0.0058240044745616615, "loss_sem_seg": 0.28412999073043466, "lr": 0.01, "mask_rcnn/accuracy": 0.8816651248411452, "mask_rcnn/false_negative": 0.1102103795671156, "mask_rcnn/false_positive": 0.1290859190597522, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.78166832216084, "total_loss": 1.6670268224333995} {"data_time": 0.016271057538688183, "eta_seconds": 76310.5718927728, "iteration": 171899, "loss_fcos_cls": 0.2624412984587252, "loss_fcos_ctr": 0.621113205794245, "loss_fcos_loc": 0.1990155860548839, "loss_mask": 0.27640166785568, "loss_maskiou": 0.005825519881909713, "loss_sem_seg": 0.26120022078976035, "lr": 0.01, "mask_rcnn/accuracy": 0.8975335130127404, "mask_rcnn/false_negative": 0.09093904052227703, "mask_rcnn/false_positive": 0.14741569038309782, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.790892880409956, "total_loss": 1.6212786092655733} {"data_time": 0.015963622368872166, "eta_seconds": 76235.97401584033, "iteration": 171919, "loss_fcos_cls": 0.25997402099892497, "loss_fcos_ctr": 0.616036624647677, "loss_fcos_loc": 0.19002522830851376, "loss_mask": 0.27231763396412134, "loss_maskiou": 0.005722897687519435, "loss_sem_seg": 0.3178774509578943, "lr": 0.01, "mask_rcnn/accuracy": 0.8821975218658892, "mask_rcnn/false_negative": 0.08724547836924137, "mask_rcnn/false_positive": 0.13417488062056768, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.0, "time": 0.7635212196037173, "total_loss": 1.644022353051696} {"data_time": 0.01728725153952837, "eta_seconds": 76220.42850263882, "iteration": 171939, "loss_fcos_cls": 0.2664949339814484, "loss_fcos_ctr": 0.6239812579005957, "loss_fcos_loc": 0.19836101040709764, "loss_mask": 0.27156482823193073, "loss_maskiou": 0.006353999313432723, "loss_sem_seg": 0.3187047000974417, "lr": 0.01, "mask_rcnn/accuracy": 0.8577443711372282, "mask_rcnn/false_negative": 0.10984551354009206, "mask_rcnn/false_positive": 0.17734430527832712, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.5, "time": 0.7708276556804776, "total_loss": 1.6795888416309026} {"data_time": 0.01736655179411173, "eta_seconds": 76155.33700503316, "iteration": 171959, "loss_fcos_cls": 0.2655916032381356, "loss_fcos_ctr": 0.6195328035391867, "loss_fcos_loc": 0.19823527289554477, "loss_mask": 0.2722005173563957, "loss_maskiou": 0.005109177283884492, "loss_sem_seg": 0.2845075009390712, "lr": 0.01, "mask_rcnn/accuracy": 0.8850149954025138, "mask_rcnn/false_negative": 0.08905178033129058, "mask_rcnn/false_positive": 0.14200463453937034, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7799228578805923, "total_loss": 1.6396676687436411} {"data_time": 0.01615949161350727, "eta_seconds": 76189.33747623581, "iteration": 171979, "loss_fcos_cls": 0.24318955279886723, "loss_fcos_ctr": 0.6188661935739219, "loss_fcos_loc": 0.1897969818674028, "loss_mask": 0.2642429401166737, "loss_maskiou": 0.005167662297026254, "loss_sem_seg": 0.287859687814489, "lr": 0.01, "mask_rcnn/accuracy": 0.8808804290947148, "mask_rcnn/false_negative": 0.0957510409510414, "mask_rcnn/false_positive": 0.1382872572997766, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.25, "time": 0.7722072629258037, "total_loss": 1.5869734140869696} {"data_time": 0.01763700693845749, "eta_seconds": 76209.09787361696, "iteration": 171999, "loss_fcos_cls": 0.24747496587224305, "loss_fcos_ctr": 0.6179053038358688, "loss_fcos_loc": 0.18969122087582946, "loss_mask": 0.27386339381337166, "loss_maskiou": 0.005008810127037577, "loss_sem_seg": 0.2747186350170523, "lr": 0.01, "mask_rcnn/accuracy": 0.8684948979591837, "mask_rcnn/false_negative": 0.09504411846232441, "mask_rcnn/false_positive": 0.1479113065976368, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7726839613169432, "total_loss": 1.6141304470074829} {"data_time": 0.015622078441083431, "eta_seconds": 76217.22657899279, "iteration": 172019, "loss_fcos_cls": 0.2586026119533926, "loss_fcos_ctr": 0.6203592717647552, "loss_fcos_loc": 0.19800544460304081, "loss_mask": 0.2646209360100329, "loss_maskiou": 0.005585681748925708, "loss_sem_seg": 0.288051204290241, "lr": 0.01, "mask_rcnn/accuracy": 0.8854259579706008, "mask_rcnn/false_negative": 0.09021561691755017, "mask_rcnn/false_positive": 0.14416491712341492, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7763813333585858, "total_loss": 1.6462299072300084} {"data_time": 0.01662486046552658, "eta_seconds": 76210.49858457316, "iteration": 172039, "loss_fcos_cls": 0.24590294971130788, "loss_fcos_ctr": 0.6192246377468109, "loss_fcos_loc": 0.19932572997640818, "loss_mask": 0.27507852762937546, "loss_maskiou": 0.005590438246144913, "loss_sem_seg": 0.2725882986560464, "lr": 0.01, "mask_rcnn/accuracy": 0.9029610058309039, "mask_rcnn/false_negative": 0.09010503542477039, "mask_rcnn/false_positive": 0.11335757097171542, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.7694538198411465, "total_loss": 1.6138760486719548} {"data_time": 0.015788019634783268, "eta_seconds": 76194.93922960851, "iteration": 172059, "loss_fcos_cls": 0.2483039442449808, "loss_fcos_ctr": 0.6148572927340865, "loss_fcos_loc": 0.19036359316669405, "loss_mask": 0.2660299176350236, "loss_maskiou": 0.005856680414581206, "loss_sem_seg": 0.2454270590096712, "lr": 0.01, "mask_rcnn/accuracy": 0.9014875180841567, "mask_rcnn/false_negative": 0.09562004583763152, "mask_rcnn/false_positive": 0.12359931242720668, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 22.0, "time": 0.7752923853695393, "total_loss": 1.5893146063681343} {"data_time": 0.015472535975277424, "eta_seconds": 76187.65545909666, "iteration": 172079, "loss_fcos_cls": 0.2587419589981437, "loss_fcos_ctr": 0.6194185661152005, "loss_fcos_loc": 0.194016941357404, "loss_mask": 0.2621263237670064, "loss_maskiou": 0.005234590760665014, "loss_sem_seg": 0.29773976327851415, "lr": 0.01, "mask_rcnn/accuracy": 0.8932449522362136, "mask_rcnn/false_negative": 0.08100097910339585, "mask_rcnn/false_positive": 0.13920655714472563, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.75, "time": 0.784619253128767, "total_loss": 1.6486000857548788} {"data_time": 0.01654740795493126, "eta_seconds": 76181.48979023006, "iteration": 172099, "loss_fcos_cls": 0.2590838086325675, "loss_fcos_ctr": 0.6200280515477061, "loss_fcos_loc": 0.1861101051326841, "loss_mask": 0.28080390207469463, "loss_maskiou": 0.005972935745376162, "loss_sem_seg": 0.2882675756700337, "lr": 0.01, "mask_rcnn/accuracy": 0.8914546338015725, "mask_rcnn/false_negative": 0.08566535281378433, "mask_rcnn/false_positive": 0.13534394886446122, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.25, "time": 0.7796921012923121, "total_loss": 1.6351862258961773} {"data_time": 0.01627474557608366, "eta_seconds": 76148.26116471458, "iteration": 172119, "loss_fcos_cls": 0.2566767525859177, "loss_fcos_ctr": 0.6193761168979108, "loss_fcos_loc": 0.19511205982416868, "loss_mask": 0.26965407095849514, "loss_maskiou": 0.005444474212708883, "loss_sem_seg": 0.2585476483218372, "lr": 0.01, "mask_rcnn/accuracy": 0.8686733083939255, "mask_rcnn/false_negative": 0.10210892402223348, "mask_rcnn/false_positive": 0.14408989598093827, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.75, "time": 0.7674710201099515, "total_loss": 1.6237991328234784} {"data_time": 0.017696416936814785, "eta_seconds": 76147.76381461974, "iteration": 172139, "loss_fcos_cls": 0.2777667846530676, "loss_fcos_ctr": 0.6228166120126843, "loss_fcos_loc": 0.201496324618347, "loss_mask": 0.27563839219510555, "loss_maskiou": 0.005295515991747379, "loss_sem_seg": 0.2653233769815415, "lr": 0.01, "mask_rcnn/accuracy": 0.8758754162396631, "mask_rcnn/false_negative": 0.11085047616945122, "mask_rcnn/false_positive": 0.12928783221390042, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.75, "time": 0.7850418500602245, "total_loss": 1.6511639137606835} {"data_time": 0.01644244883209467, "eta_seconds": 76132.20138141047, "iteration": 172159, "loss_fcos_cls": 0.2660111556760967, "loss_fcos_ctr": 0.6207835152745247, "loss_fcos_loc": 0.20390582887921482, "loss_mask": 0.29029540438205004, "loss_maskiou": 0.005657417874317616, "loss_sem_seg": 0.3086850824765861, "lr": 0.01, "mask_rcnn/accuracy": 0.862832807812566, "mask_rcnn/false_negative": 0.10863686725767308, "mask_rcnn/false_positive": 0.15069708539566917, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 37.25, "time": 0.7841312736272812, "total_loss": 1.680212944294908} {"data_time": 0.01753411628305912, "eta_seconds": 76109.56571861263, "iteration": 172179, "loss_fcos_cls": 0.2655121679417789, "loss_fcos_ctr": 0.6207654662430286, "loss_fcos_loc": 0.20282579003833234, "loss_mask": 0.26708828657865524, "loss_maskiou": 0.005309274652972817, "loss_sem_seg": 0.31027637142688036, "lr": 0.01, "mask_rcnn/accuracy": 0.8834802102659245, "mask_rcnn/false_negative": 0.10840156006397925, "mask_rcnn/false_positive": 0.14412755899887814, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7815078096464276, "total_loss": 1.6891162557440111} {"data_time": 0.015017414465546608, "eta_seconds": 76057.20996183064, "iteration": 172199, "loss_fcos_cls": 0.260606131516397, "loss_fcos_ctr": 0.6196526410058141, "loss_fcos_loc": 0.1996832744916901, "loss_mask": 0.2681323727592826, "loss_maskiou": 0.006025799084454775, "loss_sem_seg": 0.2815121030434966, "lr": 0.01, "mask_rcnn/accuracy": 0.8758815635629251, "mask_rcnn/false_negative": 0.09475210934205944, "mask_rcnn/false_positive": 0.12617059520511223, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7672175569459796, "total_loss": 1.645669282603194} {"data_time": 0.01591524202376604, "eta_seconds": 76018.6684322292, "iteration": 172219, "loss_fcos_cls": 0.27175426750909537, "loss_fcos_ctr": 0.6231991685926914, "loss_fcos_loc": 0.20888019585981965, "loss_mask": 0.2832728233188391, "loss_maskiou": 0.0057282520065200515, "loss_sem_seg": 0.26942974515259266, "lr": 0.01, "mask_rcnn/accuracy": 0.8641815242580548, "mask_rcnn/false_negative": 0.10835296377265974, "mask_rcnn/false_positive": 0.14445314225255865, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7726380452513695, "total_loss": 1.6685222850646824} {"data_time": 0.016070314683020115, "eta_seconds": 75951.17770727444, "iteration": 172239, "loss_fcos_cls": 0.24768679752014577, "loss_fcos_ctr": 0.6199958669021726, "loss_fcos_loc": 0.19860729563515633, "loss_mask": 0.27812602650374174, "loss_maskiou": 0.005505778375663795, "loss_sem_seg": 0.2699446240440011, "lr": 0.01, "mask_rcnn/accuracy": 0.8600647218303935, "mask_rcnn/false_negative": 0.12889791505642278, "mask_rcnn/false_positive": 0.15783563134509127, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.5, "time": 0.7719054156914353, "total_loss": 1.6114688653833582} {"data_time": 0.015156609937548637, "eta_seconds": 75914.23806789238, "iteration": 172259, "loss_fcos_cls": 0.26613630214706063, "loss_fcos_ctr": 0.6224540704861283, "loss_fcos_loc": 0.20047258480917662, "loss_mask": 0.27004513051360846, "loss_maskiou": 0.005676804430549964, "loss_sem_seg": 0.34282074496150017, "lr": 0.01, "mask_rcnn/accuracy": 0.8723578717201166, "mask_rcnn/false_negative": 0.0907403513236627, "mask_rcnn/false_positive": 0.16105920662919543, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7722906451672316, "total_loss": 1.7029990835726494} {"data_time": 0.01579849235713482, "eta_seconds": 75898.70431275014, "iteration": 172279, "loss_fcos_cls": 0.25740058184601367, "loss_fcos_ctr": 0.6180614558979869, "loss_fcos_loc": 0.18484983290545642, "loss_mask": 0.2738931914791465, "loss_maskiou": 0.006225707569683436, "loss_sem_seg": 0.2749828095547855, "lr": 0.01, "mask_rcnn/accuracy": 0.8950364902058384, "mask_rcnn/false_negative": 0.08433504961597175, "mask_rcnn/false_positive": 0.1346145565699816, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.0, "time": 0.7791929570958018, "total_loss": 1.608551572971919} {"data_time": 0.015669332817196846, "eta_seconds": 75875.31319910288, "iteration": 172299, "loss_fcos_cls": 0.25936898309737444, "loss_fcos_ctr": 0.622049683239311, "loss_fcos_loc": 0.19826009892858565, "loss_mask": 0.274978157132864, "loss_maskiou": 0.005808066751342267, "loss_sem_seg": 0.29332302091643214, "lr": 0.01, "mask_rcnn/accuracy": 0.8890062121127619, "mask_rcnn/false_negative": 0.10227004883446705, "mask_rcnn/false_positive": 0.12817469722659702, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.25, "time": 0.7665859526023269, "total_loss": 1.6161210671489243} {"data_time": 0.018917854875326157, "eta_seconds": 75865.13032758329, "iteration": 172319, "loss_fcos_cls": 0.2406320521258749, "loss_fcos_ctr": 0.6211564699187875, "loss_fcos_loc": 0.1902644181973301, "loss_mask": 0.25935124699026346, "loss_maskiou": 0.005701446385501185, "loss_sem_seg": 0.27106691896915436, "lr": 0.01, "mask_rcnn/accuracy": 0.888560000167143, "mask_rcnn/false_negative": 0.10870784729122064, "mask_rcnn/false_positive": 0.12573921754229386, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.5, "time": 0.7898427443578839, "total_loss": 1.5731642489408841} {"data_time": 0.015425648540258408, "eta_seconds": 75873.48703542445, "iteration": 172339, "loss_fcos_cls": 0.2668019401608035, "loss_fcos_ctr": 0.622036718763411, "loss_fcos_loc": 0.2028103161137551, "loss_mask": 0.2582864915020764, "loss_maskiou": 0.0050715251272777095, "loss_sem_seg": 0.31289393128827214, "lr": 0.01, "mask_rcnn/accuracy": 0.8952113150454988, "mask_rcnn/false_negative": 0.09975008911029248, "mask_rcnn/false_positive": 0.11715018158355789, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 25.75, "time": 0.782235860824585, "total_loss": 1.6474901478504762} {"data_time": 0.016161184757947922, "eta_seconds": 75839.14376053959, "iteration": 172359, "loss_fcos_cls": 0.24524299311451614, "loss_fcos_ctr": 0.6210071071982384, "loss_fcos_loc": 0.1989979548379779, "loss_mask": 0.2729665143415332, "loss_maskiou": 0.005488209455506876, "loss_sem_seg": 0.2707034512422979, "lr": 0.01, "mask_rcnn/accuracy": 0.8870819160997733, "mask_rcnn/false_negative": 0.09320456052543981, "mask_rcnn/false_positive": 0.14970734289531804, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.25, "time": 0.7776986472308636, "total_loss": 1.6196365915675415} {"data_time": 0.015008277259767056, "eta_seconds": 75821.03553703893, "iteration": 172379, "loss_fcos_cls": 0.25398284406401217, "loss_fcos_ctr": 0.6197961969301105, "loss_fcos_loc": 0.20608781016198918, "loss_mask": 0.2735402239486575, "loss_maskiou": 0.005567045620409772, "loss_sem_seg": 0.29120812052860856, "lr": 0.01, "mask_rcnn/accuracy": 0.8777260685742828, "mask_rcnn/false_negative": 0.10283641725004919, "mask_rcnn/false_positive": 0.12724010815015482, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.75, "time": 0.779547767713666, "total_loss": 1.6558660226728534} {"data_time": 0.01683823484927416, "eta_seconds": 75808.07519558817, "iteration": 172399, "loss_fcos_cls": 0.2385641245637089, "loss_fcos_ctr": 0.6194235058501363, "loss_fcos_loc": 0.18860640993807465, "loss_mask": 0.26739408215507865, "loss_maskiou": 0.005559848694247194, "loss_sem_seg": 0.27006733254529536, "lr": 0.01, "mask_rcnn/accuracy": 0.8993918513351287, "mask_rcnn/false_negative": 0.0786758178604163, "mask_rcnn/false_positive": 0.11819133091256985, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 24.0, "time": 0.7677421765401959, "total_loss": 1.6051942182457424} {"data_time": 0.01750403270125389, "eta_seconds": 75792.54091311246, "iteration": 172419, "loss_fcos_cls": 0.25700488802976906, "loss_fcos_ctr": 0.6237745904363692, "loss_fcos_loc": 0.19837494136299938, "loss_mask": 0.2686349479481578, "loss_maskiou": 0.00525260652648285, "loss_sem_seg": 0.24883715761825442, "lr": 0.01, "mask_rcnn/accuracy": 0.879123112659698, "mask_rcnn/false_negative": 0.09443306548049785, "mask_rcnn/false_positive": 0.1364832062393146, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.75, "time": 0.7845777152106166, "total_loss": 1.5809601668515825} {"data_time": 0.016423190012574196, "eta_seconds": 75771.93087590579, "iteration": 172439, "loss_fcos_cls": 0.25893613311927766, "loss_fcos_ctr": 0.6213434329256415, "loss_fcos_loc": 0.20977511402452365, "loss_mask": 0.2682251092046499, "loss_maskiou": 0.005095192243970814, "loss_sem_seg": 0.24194479594007134, "lr": 0.01, "mask_rcnn/accuracy": 0.8912998557302154, "mask_rcnn/false_negative": 0.104443338813733, "mask_rcnn/false_positive": 0.11759578440934282, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7736162655055523, "total_loss": 1.6043112785046105} {"data_time": 0.017544195987284184, "eta_seconds": 75685.30221701693, "iteration": 172459, "loss_fcos_cls": 0.2571930093690753, "loss_fcos_ctr": 0.6180706759914756, "loss_fcos_loc": 0.19695406302344054, "loss_mask": 0.2742767706513405, "loss_maskiou": 0.00620585148135433, "loss_sem_seg": 0.29237995436415076, "lr": 0.01, "mask_rcnn/accuracy": 0.8884423737144032, "mask_rcnn/false_negative": 0.08967043484611453, "mask_rcnn/false_positive": 0.14384925044817398, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.75, "time": 0.7644863892346621, "total_loss": 1.6597297548141796} {"data_time": 0.0161333829164505, "eta_seconds": 75646.70148444269, "iteration": 172479, "loss_fcos_cls": 0.2660778140416369, "loss_fcos_ctr": 0.6183412633836269, "loss_fcos_loc": 0.19553643430117518, "loss_mask": 0.27076918352395296, "loss_maskiou": 0.0057953081268351525, "loss_sem_seg": 0.2673999732360244, "lr": 0.01, "mask_rcnn/accuracy": 0.8732069464690637, "mask_rcnn/false_negative": 0.11090522210489158, "mask_rcnn/false_positive": 0.14730310984190104, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7770918868482113, "total_loss": 1.6184014677564846} {"data_time": 0.01674776803702116, "eta_seconds": 75633.53358874563, "iteration": 172499, "loss_fcos_cls": 0.2591844405978918, "loss_fcos_ctr": 0.6203694951254874, "loss_fcos_loc": 0.19933070737170056, "loss_mask": 0.26126647368073463, "loss_maskiou": 0.005373402338591404, "loss_sem_seg": 0.2855642708018422, "lr": 0.01, "mask_rcnn/accuracy": 0.886008137432188, "mask_rcnn/false_negative": 0.09210951626028267, "mask_rcnn/false_positive": 0.13236687766443828, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 37.75, "time": 0.7798706563189626, "total_loss": 1.6459998372738482} {"data_time": 0.01639356929808855, "eta_seconds": 75699.88214246556, "iteration": 172519, "loss_fcos_cls": 0.2570558770094067, "loss_fcos_ctr": 0.6198179442435503, "loss_fcos_loc": 0.20583897875621915, "loss_mask": 0.28248706087470055, "loss_maskiou": 0.005599512776825577, "loss_sem_seg": 0.3154949638992548, "lr": 0.01, "mask_rcnn/accuracy": 0.8829877463806035, "mask_rcnn/false_negative": 0.08675257679904026, "mask_rcnn/false_positive": 0.13363565121020987, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7805647384375334, "total_loss": 1.6728633875900414} {"data_time": 0.016059424728155136, "eta_seconds": 75684.35093491897, "iteration": 172539, "loss_fcos_cls": 0.26294942386448383, "loss_fcos_ctr": 0.6193234943784773, "loss_fcos_loc": 0.19524875679053366, "loss_mask": 0.2768254727125168, "loss_maskiou": 0.0063104764121817425, "loss_sem_seg": 0.30255501018837094, "lr": 0.01, "mask_rcnn/accuracy": 0.8944325098460437, "mask_rcnn/false_negative": 0.07770095789608686, "mask_rcnn/false_positive": 0.1425453608889165, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.784461259841919, "total_loss": 1.662763650296256} {"data_time": 0.016575848683714867, "eta_seconds": 75607.7088950118, "iteration": 172559, "loss_fcos_cls": 0.258424726780504, "loss_fcos_ctr": 0.6244371263310313, "loss_fcos_loc": 0.1924169281264767, "loss_mask": 0.27028773352503777, "loss_maskiou": 0.0052747391382581554, "loss_sem_seg": 0.28958427207544446, "lr": 0.01, "mask_rcnn/accuracy": 0.8828739949411579, "mask_rcnn/false_negative": 0.09114667096478701, "mask_rcnn/false_positive": 0.1562076686777778, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.25, "time": 0.7685851231217384, "total_loss": 1.654916901163233} {"data_time": 0.016987156122922897, "eta_seconds": 75625.58272912353, "iteration": 172579, "loss_fcos_cls": 0.25844531459733844, "loss_fcos_ctr": 0.6191625474020839, "loss_fcos_loc": 0.1968192346394062, "loss_mask": 0.2743336409330368, "loss_maskiou": 0.005926446719968226, "loss_sem_seg": 0.2672262282576412, "lr": 0.01, "mask_rcnn/accuracy": 0.8779825680272109, "mask_rcnn/false_negative": 0.11414097175407154, "mask_rcnn/false_positive": 0.1381309705655718, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.25, "time": 0.7942966185510159, "total_loss": 1.6158834741654573} {"data_time": 0.015368885360658169, "eta_seconds": 75637.7573122792, "iteration": 172599, "loss_fcos_cls": 0.2640089546330273, "loss_fcos_ctr": 0.6223030318506062, "loss_fcos_loc": 0.20007145823910832, "loss_mask": 0.2729499517008662, "loss_maskiou": 0.005362643729313277, "loss_sem_seg": 0.27724799839779735, "lr": 0.01, "mask_rcnn/accuracy": 0.8527731799368594, "mask_rcnn/false_negative": 0.11615022085408258, "mask_rcnn/false_positive": 0.16883640364154415, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 26.5, "time": 0.7835823204368353, "total_loss": 1.633311032284837} {"data_time": 0.015120976604521275, "eta_seconds": 75624.73812287115, "iteration": 172619, "loss_fcos_cls": 0.2635624962858856, "loss_fcos_ctr": 0.6191548481583595, "loss_fcos_loc": 0.20571843115612864, "loss_mask": 0.26896174624562263, "loss_maskiou": 0.00597190237022005, "loss_sem_seg": 0.2787552564404905, "lr": 0.01, "mask_rcnn/accuracy": 0.8923179203769793, "mask_rcnn/false_negative": 0.07779410337200855, "mask_rcnn/false_positive": 0.1373728447429402, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7781828995794058, "total_loss": 1.6202187631788547} {"data_time": 0.016146271489560604, "eta_seconds": 75599.62020089198, "iteration": 172639, "loss_fcos_cls": 0.2538679630961269, "loss_fcos_ctr": 0.619574130512774, "loss_fcos_loc": 0.1940089970594272, "loss_mask": 0.26526227314025164, "loss_maskiou": 0.00606852045893902, "loss_sem_seg": 0.26534305326640606, "lr": 0.01, "mask_rcnn/accuracy": 0.9057155965152859, "mask_rcnn/false_negative": 0.09553344280924232, "mask_rcnn/false_positive": 0.13458989236311905, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7726558521389961, "total_loss": 1.6500080834666733} {"data_time": 0.016105186194181442, "eta_seconds": 75530.11557300668, "iteration": 172659, "loss_fcos_cls": 0.25164542766287923, "loss_fcos_ctr": 0.6206271173432469, "loss_fcos_loc": 0.1986009762622416, "loss_mask": 0.26491408329457045, "loss_maskiou": 0.005515686309081502, "loss_sem_seg": 0.26113288500346243, "lr": 0.01, "mask_rcnn/accuracy": 0.8797406462585033, "mask_rcnn/false_negative": 0.11393589083036407, "mask_rcnn/false_positive": 0.12093609803369892, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 26.0, "time": 0.7683724816888571, "total_loss": 1.6122904783660488} {"data_time": 0.016206120140850544, "eta_seconds": 75574.10370369349, "iteration": 172679, "loss_fcos_cls": 0.2567718781065196, "loss_fcos_ctr": 0.6160353049635887, "loss_fcos_loc": 0.19407113402849063, "loss_mask": 0.26050869934260845, "loss_maskiou": 0.005561431091336999, "loss_sem_seg": 0.2710154438391328, "lr": 0.01, "mask_rcnn/accuracy": 0.8706940585158549, "mask_rcnn/false_negative": 0.096704228013765, "mask_rcnn/false_positive": 0.15954187238981465, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.25, "time": 0.7859505070373416, "total_loss": 1.6468695676885545} {"data_time": 0.01703405287116766, "eta_seconds": 75558.57281031925, "iteration": 172699, "loss_fcos_cls": 0.2535200798884034, "loss_fcos_ctr": 0.6214825324714184, "loss_fcos_loc": 0.20741643849760294, "loss_mask": 0.2721205810084939, "loss_maskiou": 0.0054307957834680565, "loss_sem_seg": 0.2923002876341343, "lr": 0.01, "mask_rcnn/accuracy": 0.8786570450097847, "mask_rcnn/false_negative": 0.10409929364140394, "mask_rcnn/false_positive": 0.13980464791671882, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.0, "time": 0.7839729553088546, "total_loss": 1.658639598856098} {"data_time": 0.016401083208620548, "eta_seconds": 75545.63189889863, "iteration": 172719, "loss_fcos_cls": 0.27120561187621206, "loss_fcos_ctr": 0.6183874341659248, "loss_fcos_loc": 0.20578901912085712, "loss_mask": 0.26739896833896637, "loss_maskiou": 0.005850018555065617, "loss_sem_seg": 0.27102766442112625, "lr": 0.01, "mask_rcnn/accuracy": 0.8896178135888502, "mask_rcnn/false_negative": 0.08259024689610206, "mask_rcnn/false_positive": 0.12956828263114617, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.5, "time": 0.7781951306387782, "total_loss": 1.6489048074436141} {"data_time": 0.017016584053635597, "eta_seconds": 75527.51102357078, "iteration": 172739, "loss_fcos_cls": 0.25454847095534205, "loss_fcos_ctr": 0.6225570188835263, "loss_fcos_loc": 0.1918575468007475, "loss_mask": 0.26482149865478277, "loss_maskiou": 0.005706134979845956, "loss_sem_seg": 0.2858341936953366, "lr": 0.01, "mask_rcnn/accuracy": 0.9059729952587096, "mask_rcnn/false_negative": 0.08617533845755769, "mask_rcnn/false_positive": 0.08775774635205952, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.7785808620974422, "total_loss": 1.6276663439857657} {"data_time": 0.01455202978104353, "eta_seconds": 75485.85305183381, "iteration": 172759, "loss_fcos_cls": 0.2571780849248171, "loss_fcos_ctr": 0.62206767546013, "loss_fcos_loc": 0.2010639412328601, "loss_mask": 0.26351357717067003, "loss_maskiou": 0.0052384078881004825, "loss_sem_seg": 0.29249720834195614, "lr": 0.01, "mask_rcnn/accuracy": 0.8918889723460619, "mask_rcnn/false_negative": 0.06763084082843762, "mask_rcnn/false_positive": 0.14020320907091116, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.5, "time": 0.7686874670907855, "total_loss": 1.6387052173959091} {"data_time": 0.016369221732020378, "eta_seconds": 75437.00358660053, "iteration": 172779, "loss_fcos_cls": 0.24725075927563012, "loss_fcos_ctr": 0.6180246770381927, "loss_fcos_loc": 0.185914964415133, "loss_mask": 0.27301379200071096, "loss_maskiou": 0.005677992434357293, "loss_sem_seg": 0.2680236587766558, "lr": 0.01, "mask_rcnn/accuracy": 0.8893618558534525, "mask_rcnn/false_negative": 0.1060691732756435, "mask_rcnn/false_positive": 0.11141445120481025, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.25, "time": 0.776783786714077, "total_loss": 1.582088218347053} {"data_time": 0.017143098637461662, "eta_seconds": 75454.80201243609, "iteration": 172799, "loss_fcos_cls": 0.26332958531565964, "loss_fcos_ctr": 0.6186578618362546, "loss_fcos_loc": 0.19476884859614074, "loss_mask": 0.2774862255901098, "loss_maskiou": 0.006148890330223367, "loss_sem_seg": 0.27310283947736025, "lr": 0.01, "mask_rcnn/accuracy": 0.8834995689686267, "mask_rcnn/false_negative": 0.10292706678311996, "mask_rcnn/false_positive": 0.13386947217509132, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.75, "time": 0.7716713212430477, "total_loss": 1.6193913799397706} {"data_time": 0.017112775705754757, "eta_seconds": 75465.38745007385, "iteration": 172819, "loss_fcos_cls": 0.25389057607389987, "loss_fcos_ctr": 0.6211831495165825, "loss_fcos_loc": 0.19516065949574113, "loss_mask": 0.2634799196384847, "loss_maskiou": 0.005863927784957923, "loss_sem_seg": 0.3002666410757229, "lr": 0.01, "mask_rcnn/accuracy": 0.8703284643973419, "mask_rcnn/false_negative": 0.11586064107185057, "mask_rcnn/false_positive": 0.15377882971209464, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7697966676205397, "total_loss": 1.6481496386913932} {"data_time": 0.01607745047658682, "eta_seconds": 75452.44334380701, "iteration": 172839, "loss_fcos_cls": 0.26351698115468025, "loss_fcos_ctr": 0.6219146549701691, "loss_fcos_loc": 0.19889407115988433, "loss_mask": 0.27001181431114674, "loss_maskiou": 0.005567536762100644, "loss_sem_seg": 0.27433643164113164, "lr": 0.01, "mask_rcnn/accuracy": 0.876623961076366, "mask_rcnn/false_negative": 0.10059496080469019, "mask_rcnn/false_positive": 0.1552375946392328, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 35.25, "time": 0.7733993595466018, "total_loss": 1.641072069603979} {"data_time": 0.015210983343422413, "eta_seconds": 75436.91191795841, "iteration": 172859, "loss_fcos_cls": 0.24967177747748792, "loss_fcos_ctr": 0.619918828830123, "loss_fcos_loc": 0.19400288490578532, "loss_mask": 0.26849927101284266, "loss_maskiou": 0.0050114690529881045, "loss_sem_seg": 0.2989797287154943, "lr": 0.01, "mask_rcnn/accuracy": 0.892273427228034, "mask_rcnn/false_negative": 0.10945702283049982, "mask_rcnn/false_positive": 0.112649029473466, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7721595773473382, "total_loss": 1.6356725589939742} {"data_time": 0.016432073898613453, "eta_seconds": 75339.42385430168, "iteration": 172879, "loss_fcos_cls": 0.260513917542994, "loss_fcos_ctr": 0.6241172002628446, "loss_fcos_loc": 0.2073036067886278, "loss_mask": 0.2644381606951356, "loss_maskiou": 0.0050876195600721985, "loss_sem_seg": 0.27140820398926735, "lr": 0.01, "mask_rcnn/accuracy": 0.8828813932980599, "mask_rcnn/false_negative": 0.09786890050712732, "mask_rcnn/false_positive": 0.12456918021807831, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7560926508158445, "total_loss": 1.6274130930869433} {"data_time": 0.015431574545800686, "eta_seconds": 75294.2892735349, "iteration": 172899, "loss_fcos_cls": 0.254976452793926, "loss_fcos_ctr": 0.622892732731998, "loss_fcos_loc": 0.19553247326985002, "loss_mask": 0.28204328287392855, "loss_maskiou": 0.005841440688527655, "loss_sem_seg": 0.2645211562048644, "lr": 0.01, "mask_rcnn/accuracy": 0.8747211306883002, "mask_rcnn/false_negative": 0.12204366916325776, "mask_rcnn/false_positive": 0.15630256382790852, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.764269519597292, "total_loss": 1.6507446390605764} {"data_time": 0.016080342233181, "eta_seconds": 75289.76980055682, "iteration": 172919, "loss_fcos_cls": 0.2532853519078344, "loss_fcos_ctr": 0.622317599132657, "loss_fcos_loc": 0.20400166441686451, "loss_mask": 0.2737515149638057, "loss_maskiou": 0.005672369981766678, "loss_sem_seg": 0.2499789698049426, "lr": 0.01, "mask_rcnn/accuracy": 0.8684254679342668, "mask_rcnn/false_negative": 0.10654254879319744, "mask_rcnn/false_positive": 0.16764381939442508, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.25, "time": 0.7671692194417119, "total_loss": 1.6203946398454718} {"data_time": 0.015474040061235428, "eta_seconds": 75274.25908892415, "iteration": 172939, "loss_fcos_cls": 0.2864081533625722, "loss_fcos_ctr": 0.6231627864763141, "loss_fcos_loc": 0.2092992216348648, "loss_mask": 0.2783083114773035, "loss_maskiou": 0.005725883944251109, "loss_sem_seg": 0.27967151859775186, "lr": 0.01, "mask_rcnn/accuracy": 0.8703220887376035, "mask_rcnn/false_negative": 0.10110635771627416, "mask_rcnn/false_positive": 0.1350629489066527, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7717757094651461, "total_loss": 1.6734818596596597} {"data_time": 0.016569428145885468, "eta_seconds": 75236.92137431167, "iteration": 172959, "loss_fcos_cls": 0.250847136718221, "loss_fcos_ctr": 0.6180631797760725, "loss_fcos_loc": 0.19018275139387697, "loss_mask": 0.2563321366906166, "loss_maskiou": 0.005117098480695859, "loss_sem_seg": 0.2819409379735589, "lr": 0.01, "mask_rcnn/accuracy": 0.8893004317111459, "mask_rcnn/false_negative": 0.09227843374866429, "mask_rcnn/false_positive": 0.11382621245357108, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.75, "time": 0.7718739286065102, "total_loss": 1.5757909612511867} {"data_time": 0.017021315172314644, "eta_seconds": 75243.23766565882, "iteration": 172979, "loss_fcos_cls": 0.25769874989055097, "loss_fcos_ctr": 0.6179829621687531, "loss_fcos_loc": 0.18857791554182768, "loss_mask": 0.27982197795063257, "loss_maskiou": 0.0059944558452116325, "loss_sem_seg": 0.25559601094573736, "lr": 0.01, "mask_rcnn/accuracy": 0.8873277232971111, "mask_rcnn/false_negative": 0.09755803133695162, "mask_rcnn/false_positive": 0.14385321839864562, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.786911852657795, "total_loss": 1.6224180269782664} {"data_time": 0.01653584185987711, "eta_seconds": 75244.02740171738, "iteration": 172999, "loss_fcos_cls": 0.2677010262850672, "loss_fcos_ctr": 0.6199005395174026, "loss_fcos_loc": 0.2078307676129043, "loss_mask": 0.2695142859593034, "loss_maskiou": 0.00563003025308717, "loss_sem_seg": 0.27326530404388905, "lr": 0.01, "mask_rcnn/accuracy": 0.8675191885264744, "mask_rcnn/false_negative": 0.0986053230298829, "mask_rcnn/false_positive": 0.1471776275486384, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.25, "time": 0.7952381167560816, "total_loss": 1.6602423632702994} {"data_time": 0.018024523742496967, "eta_seconds": 75249.13406287506, "iteration": 173019, "loss_fcos_cls": 0.2541211743373424, "loss_fcos_ctr": 0.6187808513641357, "loss_fcos_loc": 0.19309509708546102, "loss_mask": 0.2740918071940541, "loss_maskiou": 0.00553442795353476, "loss_sem_seg": 0.2782476700376719, "lr": 0.01, "mask_rcnn/accuracy": 0.8752249006910203, "mask_rcnn/false_negative": 0.09531202127888877, "mask_rcnn/false_positive": 0.14170795405135123, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 24.75, "time": 0.7815948119387031, "total_loss": 1.6526663428085158} {"data_time": 0.016667825169861317, "eta_seconds": 75288.94483734295, "iteration": 173039, "loss_fcos_cls": 0.25581297441385686, "loss_fcos_ctr": 0.6221160776913166, "loss_fcos_loc": 0.20182837336324155, "loss_mask": 0.28381134755909443, "loss_maskiou": 0.0055095094940043055, "loss_sem_seg": 0.2787618008442223, "lr": 0.01, "mask_rcnn/accuracy": 0.8569787045252883, "mask_rcnn/false_negative": 0.13560121396969288, "mask_rcnn/false_positive": 0.14852749323120254, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 35.5, "time": 0.7824772652238607, "total_loss": 1.638530901989725} {"data_time": 0.015722893178462982, "eta_seconds": 75279.01672958303, "iteration": 173059, "loss_fcos_cls": 0.2518852832727134, "loss_fcos_ctr": 0.6215891037136316, "loss_fcos_loc": 0.1956247971393168, "loss_mask": 0.25740564754232764, "loss_maskiou": 0.005075509739981499, "loss_sem_seg": 0.28123455168679357, "lr": 0.01, "mask_rcnn/accuracy": 0.861756721919537, "mask_rcnn/false_negative": 0.10077390217038935, "mask_rcnn/false_positive": 0.14605940190144534, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.75, "time": 0.7823315858840942, "total_loss": 1.6126063310584868} {"data_time": 0.017015870660543442, "eta_seconds": 75181.9711116571, "iteration": 173079, "loss_fcos_cls": 0.253547499072738, "loss_fcos_ctr": 0.6179588725790381, "loss_fcos_loc": 0.19588152691721916, "loss_mask": 0.2811635145917535, "loss_maskiou": 0.005750846074079163, "loss_sem_seg": 0.28449157159775496, "lr": 0.01, "mask_rcnn/accuracy": 0.8614390994493035, "mask_rcnn/false_negative": 0.0848960387347066, "mask_rcnn/false_positive": 0.19037104922459658, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.5, "time": 0.764839711599052, "total_loss": 1.649615100948722} {"data_time": 0.015125550329685211, "eta_seconds": 75166.45703914203, "iteration": 173099, "loss_fcos_cls": 0.26093055261299014, "loss_fcos_ctr": 0.618144472129643, "loss_fcos_loc": 0.1901519054081291, "loss_mask": 0.2688817949965596, "loss_maskiou": 0.005297299721860327, "loss_sem_seg": 0.2534357402473688, "lr": 0.01, "mask_rcnn/accuracy": 0.8838451162958552, "mask_rcnn/false_negative": 0.09672058368921194, "mask_rcnn/false_positive": 0.15284712609288864, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7934913476929069, "total_loss": 1.6014598881592974} {"data_time": 0.015292694792151451, "eta_seconds": 75149.09411569592, "iteration": 173119, "loss_fcos_cls": 0.2516804018523544, "loss_fcos_ctr": 0.6212419979274273, "loss_fcos_loc": 0.1973865886684507, "loss_mask": 0.2700967350974679, "loss_maskiou": 0.005973597821139265, "loss_sem_seg": 0.2731044082902372, "lr": 0.01, "mask_rcnn/accuracy": 0.8966153425655976, "mask_rcnn/false_negative": 0.09237516787907418, "mask_rcnn/false_positive": 0.11370163424610522, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.0, "time": 0.7685900516808033, "total_loss": 1.6160415256526903} {"data_time": 0.01734129711985588, "eta_seconds": 75107.0703032054, "iteration": 173139, "loss_fcos_cls": 0.24795340071432292, "loss_fcos_ctr": 0.620381498709321, "loss_fcos_loc": 0.20380956400185823, "loss_mask": 0.27040193881839514, "loss_maskiou": 0.0056216080411104485, "loss_sem_seg": 0.2655741977505386, "lr": 0.01, "mask_rcnn/accuracy": 0.8791256021041958, "mask_rcnn/false_negative": 0.11576232606199446, "mask_rcnn/false_positive": 0.14269457544226366, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7667307239025831, "total_loss": 1.642661580015556} {"data_time": 0.015006598085165024, "eta_seconds": 75052.05192001909, "iteration": 173159, "loss_fcos_cls": 0.2596443342627026, "loss_fcos_ctr": 0.621905607637018, "loss_fcos_loc": 0.20085192867554724, "loss_mask": 0.2765190452337265, "loss_maskiou": 0.005527226268895902, "loss_sem_seg": 0.2957833204418421, "lr": 0.01, "mask_rcnn/accuracy": 0.8534347706824665, "mask_rcnn/false_negative": 0.10728873341464121, "mask_rcnn/false_positive": 0.1549488905187241, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.75, "time": 0.7826891792938113, "total_loss": 1.627097599390254} {"data_time": 0.015064824372529984, "eta_seconds": 75029.10594436247, "iteration": 173179, "loss_fcos_cls": 0.2727858970174566, "loss_fcos_ctr": 0.6218721750192344, "loss_fcos_loc": 0.2056262311525643, "loss_mask": 0.27050840435549617, "loss_maskiou": 0.005961747549008578, "loss_sem_seg": 0.2691566946450621, "lr": 0.01, "mask_rcnn/accuracy": 0.8892160365374651, "mask_rcnn/false_negative": 0.07957933979593242, "mask_rcnn/false_positive": 0.14032035481551938, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.7801620978862047, "total_loss": 1.6332903727452504} {"data_time": 0.01854859571903944, "eta_seconds": 75064.11363579053, "iteration": 173199, "loss_fcos_cls": 0.24899928842205554, "loss_fcos_ctr": 0.6185788689181209, "loss_fcos_loc": 0.190674027078785, "loss_mask": 0.2672574040479958, "loss_maskiou": 0.00452623660385143, "loss_sem_seg": 0.29203936737030745, "lr": 0.01, "mask_rcnn/accuracy": 0.8803500215222566, "mask_rcnn/false_negative": 0.08164178297791888, "mask_rcnn/false_positive": 0.1569629025055247, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 32.75, "time": 0.7811006875708699, "total_loss": 1.6358115667826496} {"data_time": 0.01580873504281044, "eta_seconds": 75060.67637244891, "iteration": 173219, "loss_fcos_cls": 0.25576379988342524, "loss_fcos_ctr": 0.6194645371288061, "loss_fcos_loc": 0.19547148584388196, "loss_mask": 0.27691063843667507, "loss_maskiou": 0.005236110162513796, "loss_sem_seg": 0.27301451237872243, "lr": 0.01, "mask_rcnn/accuracy": 0.8830919813419553, "mask_rcnn/false_negative": 0.11201316526704203, "mask_rcnn/false_positive": 0.12947748861554295, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7788829328492284, "total_loss": 1.6566998014604906} {"data_time": 0.0158245787024498, "eta_seconds": 75045.16492363717, "iteration": 173239, "loss_fcos_cls": 0.26171499863266945, "loss_fcos_ctr": 0.62368053663522, "loss_fcos_loc": 0.2084566354751587, "loss_mask": 0.2623810265213251, "loss_maskiou": 0.005508499889401719, "loss_sem_seg": 0.28592602955177426, "lr": 0.01, "mask_rcnn/accuracy": 0.8704606842737095, "mask_rcnn/false_negative": 0.1021010991543105, "mask_rcnn/false_positive": 0.14163020242355284, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7694797078147531, "total_loss": 1.672103619639529} {"data_time": 0.016098144464194775, "eta_seconds": 75029.65347482543, "iteration": 173259, "loss_fcos_cls": 0.2461855832953006, "loss_fcos_ctr": 0.6196328699588776, "loss_fcos_loc": 0.2037503921892494, "loss_mask": 0.2688934709876776, "loss_maskiou": 0.005823082057759166, "loss_sem_seg": 0.2820911714807153, "lr": 0.01, "mask_rcnn/accuracy": 0.890967131900133, "mask_rcnn/false_negative": 0.09911249340666478, "mask_rcnn/false_positive": 0.10748038310315933, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 38.0, "time": 0.7725566616281867, "total_loss": 1.6186014837148832} {"data_time": 0.013913976959884167, "eta_seconds": 74988.82196437381, "iteration": 173279, "loss_fcos_cls": 0.24188298708759248, "loss_fcos_ctr": 0.6197905596345663, "loss_fcos_loc": 0.1891496644821018, "loss_mask": 0.26555459666997194, "loss_maskiou": 0.005864802355063148, "loss_sem_seg": 0.27078478783369064, "lr": 0.01, "mask_rcnn/accuracy": 0.8950244228341615, "mask_rcnn/false_negative": 0.08001051746282131, "mask_rcnn/false_positive": 0.14217896124529988, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7740529356524348, "total_loss": 1.6037488421061425} {"data_time": 0.017148593440651894, "eta_seconds": 74957.94452056289, "iteration": 173299, "loss_fcos_cls": 0.2588613317348063, "loss_fcos_ctr": 0.6195519603788853, "loss_fcos_loc": 0.194307342171669, "loss_mask": 0.28185034543275833, "loss_maskiou": 0.005993348342599347, "loss_sem_seg": 0.26838993444107473, "lr": 0.01, "mask_rcnn/accuracy": 0.8804431796303427, "mask_rcnn/false_negative": 0.10086978456623377, "mask_rcnn/false_positive": 0.14599648865990233, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.0, "time": 0.7513012569397688, "total_loss": 1.624710253363446} {"data_time": 0.01616304088383913, "eta_seconds": 74927.03624798823, "iteration": 173319, "loss_fcos_cls": 0.24814859393518418, "loss_fcos_ctr": 0.620885007083416, "loss_fcos_loc": 0.1975374617613852, "loss_mask": 0.2802508883178234, "loss_maskiou": 0.005683993498678319, "loss_sem_seg": 0.27585680689662695, "lr": 0.01, "mask_rcnn/accuracy": 0.8849577810313611, "mask_rcnn/false_negative": 0.09272025516932562, "mask_rcnn/false_positive": 0.12963305846044942, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7808375675231218, "total_loss": 1.6424324213294312} {"data_time": 0.01691076997667551, "eta_seconds": 74903.8870028751, "iteration": 173339, "loss_fcos_cls": 0.2463011674117297, "loss_fcos_ctr": 0.6225961986929178, "loss_fcos_loc": 0.2000449871411547, "loss_mask": 0.27125297859311104, "loss_maskiou": 0.005501977808307856, "loss_sem_seg": 0.29726060770917684, "lr": 0.01, "mask_rcnn/accuracy": 0.8750887763710659, "mask_rcnn/false_negative": 0.10665824234405873, "mask_rcnn/false_positive": 0.1415489647153605, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.5, "time": 0.7759051509201527, "total_loss": 1.6369685204190318} {"data_time": 0.014943668618798256, "eta_seconds": 74911.435418576, "iteration": 173359, "loss_fcos_cls": 0.2504703940358013, "loss_fcos_ctr": 0.6197358835488558, "loss_fcos_loc": 0.19664887979160994, "loss_mask": 0.27158659510314465, "loss_maskiou": 0.005734560116252396, "loss_sem_seg": 0.27429253701120615, "lr": 0.01, "mask_rcnn/accuracy": 0.8933276042335173, "mask_rcnn/false_negative": 0.08270660927313417, "mask_rcnn/false_positive": 0.14757618458203486, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.796370942145586, "total_loss": 1.6295851964241592} {"data_time": 0.01619293261319399, "eta_seconds": 74880.32101164758, "iteration": 173379, "loss_fcos_cls": 0.25680977012962103, "loss_fcos_ctr": 0.6179281794466078, "loss_fcos_loc": 0.1919831638224423, "loss_mask": 0.2619659611955285, "loss_maskiou": 0.005712509388104081, "loss_sem_seg": 0.2706801570020616, "lr": 0.01, "mask_rcnn/accuracy": 0.8953726898922834, "mask_rcnn/false_negative": 0.08745865396394882, "mask_rcnn/false_positive": 0.13938110760171218, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 42.0, "time": 0.7743844306096435, "total_loss": 1.602767086980748} {"data_time": 0.015675018541514874, "eta_seconds": 74901.63225072902, "iteration": 173399, "loss_fcos_cls": 0.27157948026433587, "loss_fcos_ctr": 0.6185823888517916, "loss_fcos_loc": 0.1976430481299758, "loss_mask": 0.27512526512145996, "loss_maskiou": 0.005971009199129185, "loss_sem_seg": 0.3040160909295082, "lr": 0.01, "mask_rcnn/accuracy": 0.8749823525300531, "mask_rcnn/false_negative": 0.10129288939972245, "mask_rcnn/false_positive": 0.14506915273459425, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.0, "time": 0.7832528315484524, "total_loss": 1.6821710866352078} {"data_time": 0.01671833172440529, "eta_seconds": 74868.31951741502, "iteration": 173419, "loss_fcos_cls": 0.2472385480068624, "loss_fcos_ctr": 0.6191179156303406, "loss_fcos_loc": 0.19475620449520648, "loss_mask": 0.27006996888667345, "loss_maskiou": 0.0054392605197790544, "loss_sem_seg": 0.28755902126431465, "lr": 0.01, "mask_rcnn/accuracy": 0.8650235989348791, "mask_rcnn/false_negative": 0.11419263975566438, "mask_rcnn/false_positive": 0.15996655662181064, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.7763989409431815, "total_loss": 1.617993242049124} {"data_time": 0.016260101459920406, "eta_seconds": 74852.81578075513, "iteration": 173439, "loss_fcos_cls": 0.26550954452250153, "loss_fcos_ctr": 0.6192873837426305, "loss_fcos_loc": 0.2013191117439419, "loss_mask": 0.26545011531561613, "loss_maskiou": 0.005146419876837172, "loss_sem_seg": 0.2996916174888611, "lr": 0.01, "mask_rcnn/accuracy": 0.8718159033948507, "mask_rcnn/false_negative": 0.10421082218321556, "mask_rcnn/false_positive": 0.16289125189393372, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7875521862879395, "total_loss": 1.6619849905982846} {"data_time": 0.01632385142147541, "eta_seconds": 74919.61244594306, "iteration": 173459, "loss_fcos_cls": 0.26872189540881664, "loss_fcos_ctr": 0.6229246342554688, "loss_fcos_loc": 0.20623259735293686, "loss_mask": 0.2709659840911627, "loss_maskiou": 0.005724777365685441, "loss_sem_seg": 0.2782024219632149, "lr": 0.01, "mask_rcnn/accuracy": 0.8904298427975086, "mask_rcnn/false_negative": 0.08892529560775328, "mask_rcnn/false_positive": 0.13049838049550053, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7764385091140866, "total_loss": 1.6434552267455729} {"data_time": 0.01584560703486204, "eta_seconds": 74947.29060802981, "iteration": 173479, "loss_fcos_cls": 0.26689082756638527, "loss_fcos_ctr": 0.6215072190389037, "loss_fcos_loc": 0.20027707889676094, "loss_mask": 0.26433664187788963, "loss_maskiou": 0.005640991759719327, "loss_sem_seg": 0.29065896896645427, "lr": 0.01, "mask_rcnn/accuracy": 0.8760977046027577, "mask_rcnn/false_negative": 0.09943720688358794, "mask_rcnn/false_positive": 0.14074971824993476, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7868984909728169, "total_loss": 1.6744015448057326} {"data_time": 0.016702154651284218, "eta_seconds": 74982.33218317665, "iteration": 173499, "loss_fcos_cls": 0.2576109360670671, "loss_fcos_ctr": 0.6221557771787047, "loss_fcos_loc": 0.20554963406175375, "loss_mask": 0.27961584366858006, "loss_maskiou": 0.005400031819590367, "loss_sem_seg": 0.27950448682531714, "lr": 0.01, "mask_rcnn/accuracy": 0.8835544345269991, "mask_rcnn/false_negative": 0.10764409642919007, "mask_rcnn/false_positive": 0.11335525904907916, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.25, "time": 0.7957625640556216, "total_loss": 1.6310685224161716} {"data_time": 0.016610903665423393, "eta_seconds": 74916.23113263771, "iteration": 173519, "loss_fcos_cls": 0.2489864989183843, "loss_fcos_ctr": 0.6199160180985928, "loss_fcos_loc": 0.18821235210634768, "loss_mask": 0.26677440479397774, "loss_maskiou": 0.005606650409390568, "loss_sem_seg": 0.2598562780767679, "lr": 0.01, "mask_rcnn/accuracy": 0.869813645797302, "mask_rcnn/false_negative": 0.10824194209494498, "mask_rcnn/false_positive": 0.16366168282110602, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.25, "time": 0.7690605279058218, "total_loss": 1.5959434455580777} {"data_time": 0.01708179898560047, "eta_seconds": 74908.76357462909, "iteration": 173539, "loss_fcos_cls": 0.25262607471086085, "loss_fcos_ctr": 0.6225371835753322, "loss_fcos_loc": 0.20829574717208743, "loss_mask": 0.2634111912921071, "loss_maskiou": 0.005330784464604221, "loss_sem_seg": 0.23275488335639238, "lr": 0.01, "mask_rcnn/accuracy": 0.8920874456339913, "mask_rcnn/false_negative": 0.09812483549853825, "mask_rcnn/false_positive": 0.13624094420550859, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7868746826425195, "total_loss": 1.605673202953767} {"data_time": 0.01613482180982828, "eta_seconds": 74882.06531276833, "iteration": 173559, "loss_fcos_cls": 0.25531557225622237, "loss_fcos_ctr": 0.6233160435222089, "loss_fcos_loc": 0.2017070804722607, "loss_mask": 0.27528070472180843, "loss_maskiou": 0.005733960253564874, "loss_sem_seg": 0.2948739556595683, "lr": 0.01, "mask_rcnn/accuracy": 0.8813475942159547, "mask_rcnn/false_negative": 0.09700199475136212, "mask_rcnn/false_positive": 0.147947247126777, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.75, "time": 0.7669733250513673, "total_loss": 1.6635945356974844} {"data_time": 0.015433182939887047, "eta_seconds": 74815.60785319842, "iteration": 173579, "loss_fcos_cls": 0.2560933220665902, "loss_fcos_ctr": 0.6199879879131913, "loss_fcos_loc": 0.19808878446929157, "loss_mask": 0.27562230732291937, "loss_maskiou": 0.005556814088777173, "loss_sem_seg": 0.27883300371468067, "lr": 0.01, "mask_rcnn/accuracy": 0.8804788961038961, "mask_rcnn/false_negative": 0.09582606113659153, "mask_rcnn/false_positive": 0.14877585760135442, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7764967866241932, "total_loss": 1.6420233126555104} {"data_time": 0.015855186618864536, "eta_seconds": 74779.39340863843, "iteration": 173599, "loss_fcos_cls": 0.2709729396738112, "loss_fcos_ctr": 0.6191253629513085, "loss_fcos_loc": 0.19919564086012542, "loss_mask": 0.27337865717709064, "loss_maskiou": 0.005464391797431745, "loss_sem_seg": 0.26111711701378226, "lr": 0.01, "mask_rcnn/accuracy": 0.8790410217356985, "mask_rcnn/false_negative": 0.08452005232181027, "mask_rcnn/false_positive": 0.1292186623790784, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.0, "time": 0.7756839198991656, "total_loss": 1.6482240470177203} {"data_time": 0.01749675814062357, "eta_seconds": 74744.49188023712, "iteration": 173619, "loss_fcos_cls": 0.24151703133247793, "loss_fcos_ctr": 0.6197604206390679, "loss_fcos_loc": 0.19083517277613282, "loss_mask": 0.26538417767733335, "loss_maskiou": 0.0052858371163893025, "loss_sem_seg": 0.2848894615890458, "lr": 0.01, "mask_rcnn/accuracy": 0.8733559162199722, "mask_rcnn/false_negative": 0.11107640972289459, "mask_rcnn/false_positive": 0.13526331924928509, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7716202409937978, "total_loss": 1.6275850301572063} {"data_time": 0.01570273283869028, "eta_seconds": 74732.03499928303, "iteration": 173639, "loss_fcos_cls": 0.2625397494994104, "loss_fcos_ctr": 0.6206829715520144, "loss_fcos_loc": 0.19902471685782075, "loss_mask": 0.2758860355243087, "loss_maskiou": 0.005996751197926642, "loss_sem_seg": 0.2739205388352275, "lr": 0.01, "mask_rcnn/accuracy": 0.877480957171601, "mask_rcnn/false_negative": 0.09153945187751991, "mask_rcnn/false_positive": 0.13169319671277485, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.7723985509946942, "total_loss": 1.646924035572738} {"data_time": 0.016987592913210392, "eta_seconds": 74716.52415257134, "iteration": 173659, "loss_fcos_cls": 0.2622373409103602, "loss_fcos_ctr": 0.6226753243245184, "loss_fcos_loc": 0.19659370183944702, "loss_mask": 0.27985014440491796, "loss_maskiou": 0.005634858491248451, "loss_sem_seg": 0.34807298984378576, "lr": 0.01, "mask_rcnn/accuracy": 0.8655979497888295, "mask_rcnn/false_negative": 0.0958939291223212, "mask_rcnn/false_positive": 0.15029598376929978, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.25, "time": 0.7732421336695552, "total_loss": 1.7219802572362823} {"data_time": 0.016319364309310913, "eta_seconds": 74684.52831774484, "iteration": 173679, "loss_fcos_cls": 0.2636359273456037, "loss_fcos_ctr": 0.6211997922509909, "loss_fcos_loc": 0.19732180377468467, "loss_mask": 0.2829446932300925, "loss_maskiou": 0.005411512189311907, "loss_sem_seg": 0.31494345352984965, "lr": 0.01, "mask_rcnn/accuracy": 0.8653408731913819, "mask_rcnn/false_negative": 0.1285369298268322, "mask_rcnn/false_positive": 0.13522991616179192, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7771648876369, "total_loss": 1.6727353562309872} {"data_time": 0.015378828160464764, "eta_seconds": 74651.26720417663, "iteration": 173699, "loss_fcos_cls": 0.26216760464012623, "loss_fcos_ctr": 0.6196113601326942, "loss_fcos_loc": 0.20174367737490684, "loss_mask": 0.2736047962680459, "loss_maskiou": 0.005782975240435917, "loss_sem_seg": 0.2969125476665795, "lr": 0.01, "mask_rcnn/accuracy": 0.8735472449849505, "mask_rcnn/false_negative": 0.09879010506358696, "mask_rcnn/false_positive": 0.1520045241650763, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7743090456351638, "total_loss": 1.6671491516099195} {"data_time": 0.017518414184451103, "eta_seconds": 74635.76346751675, "iteration": 173719, "loss_fcos_cls": 0.2680257116444409, "loss_fcos_ctr": 0.6211113599129021, "loss_fcos_loc": 0.19546744288527407, "loss_mask": 0.27273452654480934, "loss_maskiou": 0.0054126691684359685, "loss_sem_seg": 0.26339438278228045, "lr": 0.01, "mask_rcnn/accuracy": 0.8863664888152057, "mask_rcnn/false_negative": 0.09097830632185769, "mask_rcnn/false_positive": 0.13824384028583686, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7826132839545608, "total_loss": 1.6451050973701058} {"data_time": 0.01638056058436632, "eta_seconds": 74651.43060233351, "iteration": 173739, "loss_fcos_cls": 0.2462403611280024, "loss_fcos_ctr": 0.619068437255919, "loss_fcos_loc": 0.1910811810521409, "loss_mask": 0.258016056381166, "loss_maskiou": 0.005438448286440689, "loss_sem_seg": 0.2596191002521664, "lr": 0.01, "mask_rcnn/accuracy": 0.8987775637465871, "mask_rcnn/false_negative": 0.07247587381928197, "mask_rcnn/false_positive": 0.13313500554001673, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7828302001580596, "total_loss": 1.6012691865907982} {"data_time": 0.015655161812901497, "eta_seconds": 74648.46923573315, "iteration": 173759, "loss_fcos_cls": 0.25784496613778174, "loss_fcos_ctr": 0.6211251458153129, "loss_fcos_loc": 0.2048070085584186, "loss_mask": 0.2619403977878392, "loss_maskiou": 0.005133602622663602, "loss_sem_seg": 0.28102431492879987, "lr": 0.01, "mask_rcnn/accuracy": 0.8954319843387271, "mask_rcnn/false_negative": 0.07674496679506129, "mask_rcnn/false_positive": 0.12171674317667461, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.75, "time": 0.778520061634481, "total_loss": 1.64139875076944} {"data_time": 0.015036533586680889, "eta_seconds": 74632.95641495287, "iteration": 173779, "loss_fcos_cls": 0.2585562621243298, "loss_fcos_ctr": 0.6213405807502568, "loss_fcos_loc": 0.2030662585166283, "loss_mask": 0.2741122874431312, "loss_maskiou": 0.005295794922858477, "loss_sem_seg": 0.27054004184901714, "lr": 0.01, "mask_rcnn/accuracy": 0.8774106376784948, "mask_rcnn/false_negative": 0.1064007628341336, "mask_rcnn/false_positive": 0.13874080302936107, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7747628167271614, "total_loss": 1.6191602482867893} {"data_time": 0.016547024250030518, "eta_seconds": 74669.02160989959, "iteration": 173799, "loss_fcos_cls": 0.2599595645442605, "loss_fcos_ctr": 0.6187343280762434, "loss_fcos_loc": 0.2003106645133812, "loss_mask": 0.2739337710663676, "loss_maskiou": 0.005390534701291472, "loss_sem_seg": 0.290063152089715, "lr": 0.01, "mask_rcnn/accuracy": 0.9051144848183176, "mask_rcnn/false_negative": 0.07640539346239744, "mask_rcnn/false_positive": 0.13347679761946887, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 36.0, "time": 0.7914887927472591, "total_loss": 1.6269085038948106} {"data_time": 0.01720426417887211, "eta_seconds": 74608.73681223486, "iteration": 173819, "loss_fcos_cls": 0.2588796151103452, "loss_fcos_ctr": 0.6223128633573651, "loss_fcos_loc": 0.20560878654941916, "loss_mask": 0.2839893735945225, "loss_maskiou": 0.005449335320008686, "loss_sem_seg": 0.32131430599838495, "lr": 0.01, "mask_rcnn/accuracy": 0.8752186588921282, "mask_rcnn/false_negative": 0.10052658188201888, "mask_rcnn/false_positive": 0.14944525881627702, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7707751598209143, "total_loss": 1.6495602930372115} {"data_time": 0.017527444288134575, "eta_seconds": 74592.01382658258, "iteration": 173839, "loss_fcos_cls": 0.2622854905202985, "loss_fcos_ctr": 0.621335125528276, "loss_fcos_loc": 0.1963521963916719, "loss_mask": 0.26660298090428114, "loss_maskiou": 0.0057390752554056235, "loss_sem_seg": 0.31653363816440105, "lr": 0.01, "mask_rcnn/accuracy": 0.8785937101149555, "mask_rcnn/false_negative": 0.09846201568926635, "mask_rcnn/false_positive": 0.13333407680212217, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.25, "time": 0.7687626974657178, "total_loss": 1.647115194653452} {"data_time": 0.015237415209412575, "eta_seconds": 74575.51133929566, "iteration": 173859, "loss_fcos_cls": 0.2659431181382388, "loss_fcos_ctr": 0.6229015626013279, "loss_fcos_loc": 0.20551279303617775, "loss_mask": 0.28281539864838123, "loss_maskiou": 0.005510084112756886, "loss_sem_seg": 0.2710713963024318, "lr": 0.01, "mask_rcnn/accuracy": 0.8663376105105695, "mask_rcnn/false_negative": 0.10938577446742284, "mask_rcnn/false_positive": 0.1828376001948513, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.766072959639132, "total_loss": 1.667053959936311} {"data_time": 0.014948033727705479, "eta_seconds": 74619.91252973862, "iteration": 173879, "loss_fcos_cls": 0.26766604254953563, "loss_fcos_ctr": 0.6228315928019583, "loss_fcos_loc": 0.2057298393920064, "loss_mask": 0.272647169418633, "loss_maskiou": 0.005544961502891965, "loss_sem_seg": 0.3099651802331209, "lr": 0.01, "mask_rcnn/accuracy": 0.880947889719268, "mask_rcnn/false_negative": 0.10715154253544006, "mask_rcnn/false_positive": 0.13894721604887517, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7853714497759938, "total_loss": 1.6824860589113086} {"data_time": 0.014959906227886677, "eta_seconds": 74628.82113957219, "iteration": 173899, "loss_fcos_cls": 0.2743533244356513, "loss_fcos_ctr": 0.6199601124972105, "loss_fcos_loc": 0.19829669897444546, "loss_mask": 0.2867811704054475, "loss_maskiou": 0.0066490349199739285, "loss_sem_seg": 0.3108939086087048, "lr": 0.01, "mask_rcnn/accuracy": 0.8668428597915481, "mask_rcnn/false_negative": 0.0918448509538741, "mask_rcnn/false_positive": 0.11807929149452331, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.7745792856439948, "total_loss": 1.7365751666147844} {"data_time": 0.019318011589348316, "eta_seconds": 74663.28040666692, "iteration": 173919, "loss_fcos_cls": 0.26049761031754315, "loss_fcos_ctr": 0.6186254052445292, "loss_fcos_loc": 0.1949140897486359, "loss_mask": 0.2687227316200733, "loss_maskiou": 0.006099125748733059, "loss_sem_seg": 0.30834426870569587, "lr": 0.01, "mask_rcnn/accuracy": 0.8756400034894973, "mask_rcnn/false_negative": 0.08299860345400428, "mask_rcnn/false_positive": 0.11602264399256786, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 25.75, "time": 0.8050410794094205, "total_loss": 1.6649313952948432} {"data_time": 0.01586991176009178, "eta_seconds": 74714.5356366178, "iteration": 173939, "loss_fcos_cls": 0.26926649385131896, "loss_fcos_ctr": 0.621036128140986, "loss_fcos_loc": 0.19481841928791255, "loss_mask": 0.26057069655507803, "loss_maskiou": 0.006075067067286, "loss_sem_seg": 0.2764674248173833, "lr": 0.01, "mask_rcnn/accuracy": 0.8975795675413023, "mask_rcnn/false_negative": 0.0752968987680311, "mask_rcnn/false_positive": 0.12703964094635353, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.5, "time": 0.7854812489822507, "total_loss": 1.6260473641596036} {"data_time": 0.01740539912134409, "eta_seconds": 74713.13996514678, "iteration": 173959, "loss_fcos_cls": 0.25899868831038475, "loss_fcos_ctr": 0.6212364821694791, "loss_fcos_loc": 0.18928166246041656, "loss_mask": 0.2774415584281087, "loss_maskiou": 0.0058044681791216135, "loss_sem_seg": 0.30235298024490476, "lr": 0.01, "mask_rcnn/accuracy": 0.875894643106347, "mask_rcnn/false_negative": 0.08776583821426708, "mask_rcnn/false_positive": 0.1379612109475042, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7788422172889113, "total_loss": 1.6619011388465879} {"data_time": 0.014799226075410843, "eta_seconds": 74675.05742420722, "iteration": 173979, "loss_fcos_cls": 0.2621982979180757, "loss_fcos_ctr": 0.6198781095445156, "loss_fcos_loc": 0.19470931612886488, "loss_mask": 0.2681539747864008, "loss_maskiou": 0.005584163649473339, "loss_sem_seg": 0.2791989943943918, "lr": 0.01, "mask_rcnn/accuracy": 0.8839285714285714, "mask_rcnn/false_negative": 0.10045864672944081, "mask_rcnn/false_positive": 0.13679502845981095, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.25, "time": 0.7721723280847073, "total_loss": 1.6292830239253817} {"data_time": 0.016137326136231422, "eta_seconds": 74639.7698586788, "iteration": 173999, "loss_fcos_cls": 0.25960579607635736, "loss_fcos_ctr": 0.6209513731300831, "loss_fcos_loc": 0.19917545421049, "loss_mask": 0.27629956835880876, "loss_maskiou": 0.0057949016118072905, "loss_sem_seg": 0.26508132368326187, "lr": 0.01, "mask_rcnn/accuracy": 0.8822032038621901, "mask_rcnn/false_negative": 0.10481690049419429, "mask_rcnn/false_positive": 0.17199949980680396, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.7767826719209552, "total_loss": 1.6477049078675918} {"data_time": 0.016425643116235733, "eta_seconds": 74585.5717229452, "iteration": 174019, "loss_fcos_cls": 0.25723908795043826, "loss_fcos_ctr": 0.6212725844234228, "loss_fcos_loc": 0.1947021366795525, "loss_mask": 0.26122573390603065, "loss_maskiou": 0.005444566602818668, "loss_sem_seg": 0.29571782634593546, "lr": 0.01, "mask_rcnn/accuracy": 0.90708166712631, "mask_rcnn/false_negative": 0.08262232779198375, "mask_rcnn/false_positive": 0.10276427312464234, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.0, "time": 0.7660572901368141, "total_loss": 1.6437950196486781} {"data_time": 0.01744136121124029, "eta_seconds": 74570.02998620085, "iteration": 174039, "loss_fcos_cls": 0.26160427927970886, "loss_fcos_ctr": 0.619272124953568, "loss_fcos_loc": 0.19754925067536533, "loss_mask": 0.27597867837175727, "loss_maskiou": 0.005997649495839141, "loss_sem_seg": 0.3104297863319516, "lr": 0.01, "mask_rcnn/accuracy": 0.885665970933828, "mask_rcnn/false_negative": 0.0858778796284881, "mask_rcnn/false_positive": 0.12444673721381436, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7777828332036734, "total_loss": 1.6479880580081954} {"data_time": 0.015167882665991783, "eta_seconds": 74510.00059394725, "iteration": 174059, "loss_fcos_cls": 0.2615332470741123, "loss_fcos_ctr": 0.6199052147567272, "loss_fcos_loc": 0.1976593118160963, "loss_mask": 0.2815377963706851, "loss_maskiou": 0.005909182989853434, "loss_sem_seg": 0.28620221046730876, "lr": 0.01, "mask_rcnn/accuracy": 0.8731738972184618, "mask_rcnn/false_negative": 0.11228081243605845, "mask_rcnn/false_positive": 0.15427663410377013, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 26.5, "time": 0.7701012119650841, "total_loss": 1.653808832707} {"data_time": 0.016909104771912098, "eta_seconds": 74577.57069837116, "iteration": 174079, "loss_fcos_cls": 0.26477014692500234, "loss_fcos_ctr": 0.6225892193615437, "loss_fcos_loc": 0.20005047088488936, "loss_mask": 0.2832551430910826, "loss_maskiou": 0.006069253708119504, "loss_sem_seg": 0.3042814005166292, "lr": 0.01, "mask_rcnn/accuracy": 0.8781061704146403, "mask_rcnn/false_negative": 0.09971322635901791, "mask_rcnn/false_positive": 0.15544031472719644, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7876975340768695, "total_loss": 1.693036020908039} {"data_time": 0.018059278838336468, "eta_seconds": 74562.02090829425, "iteration": 174099, "loss_fcos_cls": 0.2741601896705106, "loss_fcos_ctr": 0.6214659633114934, "loss_fcos_loc": 0.20093372859992087, "loss_mask": 0.2756344750523567, "loss_maskiou": 0.005940463815932162, "loss_sem_seg": 0.29424151428975165, "lr": 0.01, "mask_rcnn/accuracy": 0.8928951843895453, "mask_rcnn/false_negative": 0.08416631946615113, "mask_rcnn/false_positive": 0.147026923970575, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.5, "time": 0.7899914178997278, "total_loss": 1.6639390403142897} {"data_time": 0.017138196155428886, "eta_seconds": 74574.53484113794, "iteration": 174119, "loss_fcos_cls": 0.26327169965952635, "loss_fcos_ctr": 0.6224696282297373, "loss_fcos_loc": 0.20122348028235137, "loss_mask": 0.2696179747581482, "loss_maskiou": 0.005359962466172874, "loss_sem_seg": 0.27453389670699835, "lr": 0.01, "mask_rcnn/accuracy": 0.8779059200702104, "mask_rcnn/false_negative": 0.09000910688345856, "mask_rcnn/false_positive": 0.13858668795691442, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.0, "time": 0.7715453924611211, "total_loss": 1.6419900059845531} {"data_time": 0.016707186587154865, "eta_seconds": 74564.3770942064, "iteration": 174139, "loss_fcos_cls": 0.25898526154924184, "loss_fcos_ctr": 0.6227568527683616, "loss_fcos_loc": 0.20265555963851511, "loss_mask": 0.2612049737945199, "loss_maskiou": 0.005160501059435774, "loss_sem_seg": 0.2601510686799884, "lr": 0.01, "mask_rcnn/accuracy": 0.8907364956472099, "mask_rcnn/false_negative": 0.09213003455137975, "mask_rcnn/false_positive": 0.13990629581229783, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7691962560638785, "total_loss": 1.6275343321212858} {"data_time": 0.014861224219202995, "eta_seconds": 74525.7701983843, "iteration": 174159, "loss_fcos_cls": 0.2634048661275301, "loss_fcos_ctr": 0.6211753124371171, "loss_fcos_loc": 0.20338961796369404, "loss_mask": 0.2693728404119611, "loss_maskiou": 0.005724436741729733, "loss_sem_seg": 0.29431406455114484, "lr": 0.01, "mask_rcnn/accuracy": 0.8746455709943552, "mask_rcnn/false_negative": 0.11290922163812246, "mask_rcnn/false_positive": 0.12233209583698518, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.25, "time": 0.7653618231415749, "total_loss": 1.6916606958111515} {"data_time": 0.015400783158838749, "eta_seconds": 74527.86790931132, "iteration": 174179, "loss_fcos_cls": 0.25329951592721045, "loss_fcos_ctr": 0.6222017575055361, "loss_fcos_loc": 0.20003696938510984, "loss_mask": 0.27861160039901733, "loss_maskiou": 0.006058275495888665, "loss_sem_seg": 0.2802228946238756, "lr": 0.01, "mask_rcnn/accuracy": 0.8735109251073702, "mask_rcnn/false_negative": 0.08503179596369423, "mask_rcnn/false_positive": 0.1584022082490473, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.779198732227087, "total_loss": 1.6520478465718043} {"data_time": 0.015903519466519356, "eta_seconds": 74512.31226536911, "iteration": 174199, "loss_fcos_cls": 0.2694410076364875, "loss_fcos_ctr": 0.6207915656268597, "loss_fcos_loc": 0.19776085577905178, "loss_mask": 0.2692085225135088, "loss_maskiou": 0.005432528836536221, "loss_sem_seg": 0.29287315532565117, "lr": 0.01, "mask_rcnn/accuracy": 0.8598917931640823, "mask_rcnn/false_negative": 0.10788867076918648, "mask_rcnn/false_positive": 0.15681099650928676, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7802482396364212, "total_loss": 1.6800450085720513} {"data_time": 0.015613077208399773, "eta_seconds": 74488.41060963739, "iteration": 174219, "loss_fcos_cls": 0.25565799640025944, "loss_fcos_ctr": 0.6194754531607032, "loss_fcos_loc": 0.19246373022906482, "loss_mask": 0.2631129287183285, "loss_maskiou": 0.005572380207013339, "loss_sem_seg": 0.29304107814095914, "lr": 0.01, "mask_rcnn/accuracy": 0.8725773433436343, "mask_rcnn/false_negative": 0.10246787754254846, "mask_rcnn/false_positive": 0.16386812925910665, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.5, "time": 0.7731283279135823, "total_loss": 1.6283939518616535} {"data_time": 0.015217440202832222, "eta_seconds": 74472.85670842323, "iteration": 174239, "loss_fcos_cls": 0.27345009497366846, "loss_fcos_ctr": 0.6213229866698384, "loss_fcos_loc": 0.20980844041332603, "loss_mask": 0.28989921789616346, "loss_maskiou": 0.006220408162334934, "loss_sem_seg": 0.31717870314605534, "lr": 0.01, "mask_rcnn/accuracy": 0.8924897191172055, "mask_rcnn/false_negative": 0.1039240969939379, "mask_rcnn/false_positive": 0.1360534312437756, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7681967513635755, "total_loss": 1.7050791131769074} {"data_time": 0.016158590093255043, "eta_seconds": 74471.67088774219, "iteration": 174259, "loss_fcos_cls": 0.2631046415772289, "loss_fcos_ctr": 0.6190245021134615, "loss_fcos_loc": 0.20105630037141964, "loss_mask": 0.2858400074765086, "loss_maskiou": 0.0058363397110952064, "loss_sem_seg": 0.28956690849736333, "lr": 0.01, "mask_rcnn/accuracy": 0.8556088166120646, "mask_rcnn/false_negative": 0.11623377870488898, "mask_rcnn/false_positive": 0.14936506860938342, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.25, "time": 0.7880412982776761, "total_loss": 1.6688091271353187} {"data_time": 0.017703442834317684, "eta_seconds": 74451.90329877567, "iteration": 174279, "loss_fcos_cls": 0.25651039695367217, "loss_fcos_ctr": 0.6173866502940655, "loss_fcos_loc": 0.189024394901935, "loss_mask": 0.26856937166303396, "loss_maskiou": 0.005895878202863969, "loss_sem_seg": 0.25728499377146363, "lr": 0.01, "mask_rcnn/accuracy": 0.8683176810547228, "mask_rcnn/false_negative": 0.09247365521505654, "mask_rcnn/false_positive": 0.166196639560779, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7685702005401254, "total_loss": 1.5796879367844667} {"data_time": 0.017054514959454536, "eta_seconds": 74521.5011812048, "iteration": 174299, "loss_fcos_cls": 0.26428663125261664, "loss_fcos_ctr": 0.6232008477672935, "loss_fcos_loc": 0.19959516322705895, "loss_mask": 0.2639751713722944, "loss_maskiou": 0.005719063436117722, "loss_sem_seg": 0.2663647155277431, "lr": 0.01, "mask_rcnn/accuracy": 0.8704137089618456, "mask_rcnn/false_negative": 0.11422444585977586, "mask_rcnn/false_positive": 0.15371460908042425, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.0, "time": 0.7890904434025288, "total_loss": 1.6385524243396503} {"data_time": 0.016584514640271664, "eta_seconds": 74521.42900551297, "iteration": 174319, "loss_fcos_cls": 0.25417181639932096, "loss_fcos_ctr": 0.6193403583019972, "loss_fcos_loc": 0.19707550830207765, "loss_mask": 0.2755605885758996, "loss_maskiou": 0.005703736358555034, "loss_sem_seg": 0.29945986764505506, "lr": 0.01, "mask_rcnn/accuracy": 0.8796287860382248, "mask_rcnn/false_negative": 0.09715002806716366, "mask_rcnn/false_positive": 0.13908572716220638, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.782661753706634, "total_loss": 1.6575804692256497} {"data_time": 0.015338776633143425, "eta_seconds": 74460.84812583681, "iteration": 174339, "loss_fcos_cls": 0.2670470606535673, "loss_fcos_ctr": 0.621509375050664, "loss_fcos_loc": 0.19713493040762842, "loss_mask": 0.2810242148116231, "loss_maskiou": 0.005776765880000312, "loss_sem_seg": 0.26914065703749657, "lr": 0.01, "mask_rcnn/accuracy": 0.8715700222396652, "mask_rcnn/false_negative": 0.10799515560557234, "mask_rcnn/false_positive": 0.14890330064108281, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.25, "time": 0.7586268717423081, "total_loss": 1.649983872222947} {"data_time": 0.01609499379992485, "eta_seconds": 74393.8863744326, "iteration": 174359, "loss_fcos_cls": 0.26200635987333953, "loss_fcos_ctr": 0.6201956970617175, "loss_fcos_loc": 0.2009972856612876, "loss_mask": 0.278647115919739, "loss_maskiou": 0.005599844531388953, "loss_sem_seg": 0.26623279694467783, "lr": 0.01, "mask_rcnn/accuracy": 0.9015054467733039, "mask_rcnn/false_negative": 0.08287070327215493, "mask_rcnn/false_positive": 0.1285839040236359, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7854015696793795, "total_loss": 1.6329133621693472} {"data_time": 0.016194993630051613, "eta_seconds": 74374.3535670694, "iteration": 174379, "loss_fcos_cls": 0.2777067970018834, "loss_fcos_ctr": 0.6211558794602752, "loss_fcos_loc": 0.2079255145508796, "loss_mask": 0.27679200656712055, "loss_maskiou": 0.0056092086306307465, "loss_sem_seg": 0.29290615394711494, "lr": 0.01, "mask_rcnn/accuracy": 0.892061482044741, "mask_rcnn/false_negative": 0.10067776693796815, "mask_rcnn/false_positive": 0.11458633196342764, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.5, "time": 0.77368931658566, "total_loss": 1.6925999821760342} {"data_time": 0.01632673107087612, "eta_seconds": 74358.79749600403, "iteration": 174399, "loss_fcos_cls": 0.27460885397158563, "loss_fcos_ctr": 0.6194830015301704, "loss_fcos_loc": 0.20952376094646752, "loss_mask": 0.27355591394007206, "loss_maskiou": 0.0053483323426917195, "loss_sem_seg": 0.3019446253310889, "lr": 0.01, "mask_rcnn/accuracy": 0.8681785157192995, "mask_rcnn/false_negative": 0.08820427910299655, "mask_rcnn/false_positive": 0.14800448376662817, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7826516963541508, "total_loss": 1.6854424500415917} {"data_time": 0.014303534291684628, "eta_seconds": 74343.24142493866, "iteration": 174419, "loss_fcos_cls": 0.25855962303467095, "loss_fcos_ctr": 0.6237724595703185, "loss_fcos_loc": 0.20954904006794095, "loss_mask": 0.2930830279365182, "loss_maskiou": 0.00559154327493161, "loss_sem_seg": 0.27719160448759794, "lr": 0.01, "mask_rcnn/accuracy": 0.8679218382064364, "mask_rcnn/false_negative": 0.11664961713365651, "mask_rcnn/false_positive": 0.15272225865784944, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.0, "time": 0.773061478510499, "total_loss": 1.6587871033334523} {"data_time": 0.015466329641640186, "eta_seconds": 74331.65876378492, "iteration": 174439, "loss_fcos_cls": 0.2592595296446234, "loss_fcos_ctr": 0.6193022551015019, "loss_fcos_loc": 0.20088175404816866, "loss_mask": 0.2775173131376505, "loss_maskiou": 0.00575356437911978, "loss_sem_seg": 0.300076175481081, "lr": 0.01, "mask_rcnn/accuracy": 0.8790487139165594, "mask_rcnn/false_negative": 0.10028799207973918, "mask_rcnn/false_positive": 0.1454207337048338, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.75, "time": 0.7855402119457722, "total_loss": 1.6590701647401147} {"data_time": 0.017122107557952404, "eta_seconds": 74349.40652834997, "iteration": 174459, "loss_fcos_cls": 0.2486821566708386, "loss_fcos_ctr": 0.6215650616213679, "loss_fcos_loc": 0.18835958105046302, "loss_mask": 0.2695827316492796, "loss_maskiou": 0.005369161139242351, "loss_sem_seg": 0.2963802076410502, "lr": 0.01, "mask_rcnn/accuracy": 0.9070204882800579, "mask_rcnn/false_negative": 0.07375347608084182, "mask_rcnn/false_positive": 0.12119800048190973, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.25, "time": 0.7846414800733328, "total_loss": 1.6114398611607612} {"data_time": 0.015830746851861477, "eta_seconds": 74326.33284465503, "iteration": 174479, "loss_fcos_cls": 0.2661649992223829, "loss_fcos_ctr": 0.6210618419572711, "loss_fcos_loc": 0.20148191275075078, "loss_mask": 0.2702075969427824, "loss_maskiou": 0.005209297276451252, "loss_sem_seg": 0.2878367593511939, "lr": 0.01, "mask_rcnn/accuracy": 0.8861836343924844, "mask_rcnn/false_negative": 0.10059015372916769, "mask_rcnn/false_positive": 0.13199867268299587, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.75, "time": 0.7946949349716306, "total_loss": 1.6472150648623938} {"data_time": 0.016786073334515095, "eta_seconds": 74236.83232713956, "iteration": 174499, "loss_fcos_cls": 0.26882566628046334, "loss_fcos_ctr": 0.6208097687922418, "loss_fcos_loc": 0.19996302260551602, "loss_mask": 0.26264455541968346, "loss_maskiou": 0.00555476856243331, "loss_sem_seg": 0.25694459257647395, "lr": 0.01, "mask_rcnn/accuracy": 0.8835743786024417, "mask_rcnn/false_negative": 0.1086113414515543, "mask_rcnn/false_positive": 0.14681308032895335, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7646418632939458, "total_loss": 1.6026035986069473} {"data_time": 0.0149067472666502, "eta_seconds": 74249.3398414487, "iteration": 174519, "loss_fcos_cls": 0.2628071450162679, "loss_fcos_ctr": 0.6219785748980939, "loss_fcos_loc": 0.19711643643677235, "loss_mask": 0.2715325094759464, "loss_maskiou": 0.005197845690418035, "loss_sem_seg": 0.2757912902161479, "lr": 0.01, "mask_rcnn/accuracy": 0.8645860278525559, "mask_rcnn/false_negative": 0.1160517793532557, "mask_rcnn/false_positive": 0.1526053068431552, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.25, "time": 0.770550649613142, "total_loss": 1.6281977429280232} {"data_time": 0.015067001804709435, "eta_seconds": 74246.89974336233, "iteration": 174539, "loss_fcos_cls": 0.26328973611816764, "loss_fcos_ctr": 0.6227647727355361, "loss_fcos_loc": 0.20561329484917223, "loss_mask": 0.27256438275799155, "loss_maskiou": 0.00571920583024621, "loss_sem_seg": 0.2872927379794419, "lr": 0.01, "mask_rcnn/accuracy": 0.8869345162126792, "mask_rcnn/false_negative": 0.09013412179331293, "mask_rcnn/false_positive": 0.13698675145171926, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.5, "time": 0.7992664100602269, "total_loss": 1.6527848321638885} {"data_time": 0.016259382478892803, "eta_seconds": 74289.6039763121, "iteration": 174559, "loss_fcos_cls": 0.26048941095359623, "loss_fcos_ctr": 0.6236894561443478, "loss_fcos_loc": 0.20679553609807044, "loss_mask": 0.272750380448997, "loss_maskiou": 0.006130909678176977, "loss_sem_seg": 0.28993417462334037, "lr": 0.01, "mask_rcnn/accuracy": 0.8776980772362136, "mask_rcnn/false_negative": 0.09518162101703595, "mask_rcnn/false_positive": 0.15554736209757697, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.75, "time": 0.7909501763060689, "total_loss": 1.6468589098658413} {"data_time": 0.015958014875650406, "eta_seconds": 74303.4677193733, "iteration": 174579, "loss_fcos_cls": 0.2598455627448857, "loss_fcos_ctr": 0.6204317659139633, "loss_fcos_loc": 0.1997007941827178, "loss_mask": 0.27242310624569654, "loss_maskiou": 0.005451613131299382, "loss_sem_seg": 0.3053986211307347, "lr": 0.01, "mask_rcnn/accuracy": 0.8848148874934589, "mask_rcnn/false_negative": 0.10489927611059882, "mask_rcnn/false_positive": 0.14120751386102184, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.7949159620329738, "total_loss": 1.681598867809953} {"data_time": 0.016207263804972172, "eta_seconds": 74323.0810782481, "iteration": 174599, "loss_fcos_cls": 0.2644716533832252, "loss_fcos_ctr": 0.6225305674597621, "loss_fcos_loc": 0.19977647811174393, "loss_mask": 0.261631210334599, "loss_maskiou": 0.0062798314829706214, "loss_sem_seg": 0.3014189812820405, "lr": 0.01, "mask_rcnn/accuracy": 0.8975229222123632, "mask_rcnn/false_negative": 0.08724281154140254, "mask_rcnn/false_positive": 0.13540157465737057, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.799781353212893, "total_loss": 1.6246936252136948} {"data_time": 0.016508069820702076, "eta_seconds": 74317.29779580329, "iteration": 174619, "loss_fcos_cls": 0.2598653330351226, "loss_fcos_ctr": 0.6203162334859371, "loss_fcos_loc": 0.20109521760605276, "loss_mask": 0.2692022593691945, "loss_maskiou": 0.0060421780799515545, "loss_sem_seg": 0.26281019300222397, "lr": 0.01, "mask_rcnn/accuracy": 0.8754590400062287, "mask_rcnn/false_negative": 0.09818440121547536, "mask_rcnn/false_positive": 0.15149278966810642, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7721223784610629, "total_loss": 1.6248902407533024} {"data_time": 0.016179881989955902, "eta_seconds": 74329.6057304414, "iteration": 174639, "loss_fcos_cls": 0.2607752224430442, "loss_fcos_ctr": 0.6162084471434355, "loss_fcos_loc": 0.1957080438733101, "loss_mask": 0.27618023101240396, "loss_maskiou": 0.005378402420319617, "loss_sem_seg": 0.31563108414411545, "lr": 0.01, "mask_rcnn/accuracy": 0.8672046681007706, "mask_rcnn/false_negative": 0.11597215535083956, "mask_rcnn/false_positive": 0.14103199294303248, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.25, "time": 0.7878511268645525, "total_loss": 1.6691721301831421} {"data_time": 0.015222293324768543, "eta_seconds": 74316.28192374203, "iteration": 174659, "loss_fcos_cls": 0.2680687824031338, "loss_fcos_ctr": 0.6256897384300828, "loss_fcos_loc": 0.21326593705452979, "loss_mask": 0.2794060679152608, "loss_maskiou": 0.005817976270918734, "loss_sem_seg": 0.2715291543863714, "lr": 0.01, "mask_rcnn/accuracy": 0.8792283163265306, "mask_rcnn/false_negative": 0.1024922847675014, "mask_rcnn/false_positive": 0.12751989457505677, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7867954485118389, "total_loss": 1.6708803683286533} {"data_time": 0.01636821124702692, "eta_seconds": 74300.69234907348, "iteration": 174679, "loss_fcos_cls": 0.2540087662637234, "loss_fcos_ctr": 0.6200047926977277, "loss_fcos_loc": 0.1976640096399933, "loss_mask": 0.27589089423418045, "loss_maskiou": 0.0055491426937805954, "loss_sem_seg": 0.2872235765680671, "lr": 0.01, "mask_rcnn/accuracy": 0.8807795907294008, "mask_rcnn/false_negative": 0.10073668869506461, "mask_rcnn/false_positive": 0.13010184024395138, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.780539957806468, "total_loss": 1.6445105933526065} {"data_time": 0.016688806004822254, "eta_seconds": 74282.83843202982, "iteration": 174699, "loss_fcos_cls": 0.25830047228373587, "loss_fcos_ctr": 0.6229791031219065, "loss_fcos_loc": 0.19843903207220137, "loss_mask": 0.27005755342543125, "loss_maskiou": 0.004986406747775618, "loss_sem_seg": 0.2572197965346277, "lr": 0.01, "mask_rcnn/accuracy": 0.8728813714481007, "mask_rcnn/false_negative": 0.10157951965928677, "mask_rcnn/false_positive": 0.1549239795103188, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.0, "time": 0.7723282286897302, "total_loss": 1.620833764623967} {"data_time": 0.01693722140043974, "eta_seconds": 74269.51319973636, "iteration": 174719, "loss_fcos_cls": 0.2534179583308287, "loss_fcos_ctr": 0.6203213091939688, "loss_fcos_loc": 0.19224930566269904, "loss_mask": 0.2673350516706705, "loss_maskiou": 0.0057381864680792205, "loss_sem_seg": 0.27174963848665357, "lr": 0.01, "mask_rcnn/accuracy": 0.8856446050642479, "mask_rcnn/false_negative": 0.08615781469749208, "mask_rcnn/false_positive": 0.1444855848574803, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7925278404727578, "total_loss": 1.607784885854926} {"data_time": 0.01567437220364809, "eta_seconds": 74214.0127105061, "iteration": 174739, "loss_fcos_cls": 0.24704435747116804, "loss_fcos_ctr": 0.6200517741963267, "loss_fcos_loc": 0.18474059621803463, "loss_mask": 0.27265215665102005, "loss_maskiou": 0.005729956435970962, "loss_sem_seg": 0.32876938534900546, "lr": 0.01, "mask_rcnn/accuracy": 0.8846203642747421, "mask_rcnn/false_negative": 0.09875050580696752, "mask_rcnn/false_positive": 0.13784427381011433, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.25, "time": 0.7681418601423502, "total_loss": 1.6929845191916684} {"data_time": 0.015761151909828186, "eta_seconds": 74198.43151511438, "iteration": 174759, "loss_fcos_cls": 0.26033258019015193, "loss_fcos_ctr": 0.6175134284421802, "loss_fcos_loc": 0.1948466571047902, "loss_mask": 0.28536943159997463, "loss_maskiou": 0.00596625224352465, "loss_sem_seg": 0.2905865400098264, "lr": 0.01, "mask_rcnn/accuracy": 0.8890922619047619, "mask_rcnn/false_negative": 0.09432121389859116, "mask_rcnn/false_positive": 0.15024273171813923, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7784238401800394, "total_loss": 1.6629961646685842} {"data_time": 0.01631130836904049, "eta_seconds": 74200.87402973231, "iteration": 174779, "loss_fcos_cls": 0.26627827290212736, "loss_fcos_ctr": 0.6192233683541417, "loss_fcos_loc": 0.20133987453300506, "loss_mask": 0.28084898740053177, "loss_maskiou": 0.006130138979642652, "loss_sem_seg": 0.2851321529597044, "lr": 0.01, "mask_rcnn/accuracy": 0.8639056309336921, "mask_rcnn/false_negative": 0.1014800419577048, "mask_rcnn/false_positive": 0.1569675420842079, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7795749558135867, "total_loss": 1.6553171554987784} {"data_time": 0.01798927690833807, "eta_seconds": 74141.14905154146, "iteration": 174799, "loss_fcos_cls": 0.2503386146854609, "loss_fcos_ctr": 0.6195884607732296, "loss_fcos_loc": 0.20800086203962564, "loss_mask": 0.2792546721175313, "loss_maskiou": 0.006118062105088029, "loss_sem_seg": 0.271997697185725, "lr": 0.01, "mask_rcnn/accuracy": 0.8616169695921512, "mask_rcnn/false_negative": 0.08460674282635022, "mask_rcnn/false_positive": 0.18605924063298304, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7881462993100286, "total_loss": 1.6415960592130432} {"data_time": 0.01628638431429863, "eta_seconds": 74155.78931943141, "iteration": 174819, "loss_fcos_cls": 0.26633889600634575, "loss_fcos_ctr": 0.6223683347925544, "loss_fcos_loc": 0.19703945494256914, "loss_mask": 0.27635752595961094, "loss_maskiou": 0.006139780321973376, "loss_sem_seg": 0.29046574141830206, "lr": 0.01, "mask_rcnn/accuracy": 0.8867496024383779, "mask_rcnn/false_negative": 0.09059670719277785, "mask_rcnn/false_positive": 0.12703082611152133, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.75, "time": 0.7664746381342411, "total_loss": 1.6754399625206133} {"data_time": 0.01591239869594574, "eta_seconds": 74130.42352912202, "iteration": 174839, "loss_fcos_cls": 0.26006018393673, "loss_fcos_ctr": 0.6224668500944972, "loss_fcos_loc": 0.19833270652452484, "loss_mask": 0.2795250276103616, "loss_maskiou": 0.005686398304533213, "loss_sem_seg": 0.3017100910656154, "lr": 0.01, "mask_rcnn/accuracy": 0.9015687196591584, "mask_rcnn/false_negative": 0.09717050014687789, "mask_rcnn/false_positive": 0.11867440804879739, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.75, "time": 0.7499931426718831, "total_loss": 1.6607757912570378} {"data_time": 0.015426956117153168, "eta_seconds": 74151.01014286373, "iteration": 174859, "loss_fcos_cls": 0.260114079574123, "loss_fcos_ctr": 0.6228376524522901, "loss_fcos_loc": 0.20512704190332443, "loss_mask": 0.269530588760972, "loss_maskiou": 0.005512844916665927, "loss_sem_seg": 0.3043365408666432, "lr": 0.01, "mask_rcnn/accuracy": 0.8761150644468314, "mask_rcnn/false_negative": 0.10544937458231227, "mask_rcnn/false_positive": 0.13100951354884396, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 25.25, "time": 0.7957806074991822, "total_loss": 1.6937021988924243} {"data_time": 0.01589944399893284, "eta_seconds": 74122.9491244806, "iteration": 174879, "loss_fcos_cls": 0.2645185776054859, "loss_fcos_ctr": 0.6227448983117938, "loss_fcos_loc": 0.20838713366538286, "loss_mask": 0.27258995454758406, "loss_maskiou": 0.005637633228616323, "loss_sem_seg": 0.302100857719779, "lr": 0.01, "mask_rcnn/accuracy": 0.8839734837597011, "mask_rcnn/false_negative": 0.08682924993000879, "mask_rcnn/false_positive": 0.13881988570926218, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.5, "time": 0.7789940787479281, "total_loss": 1.674689638268319} {"data_time": 0.015412108041346073, "eta_seconds": 74090.52039917931, "iteration": 174899, "loss_fcos_cls": 0.25856241164729, "loss_fcos_ctr": 0.615716781001538, "loss_fcos_loc": 0.18901835067663342, "loss_mask": 0.25543060526251793, "loss_maskiou": 0.005171485856408253, "loss_sem_seg": 0.2851141979917884, "lr": 0.01, "mask_rcnn/accuracy": 0.8870748299319728, "mask_rcnn/false_negative": 0.08688661581972301, "mask_rcnn/false_positive": 0.1438154334893569, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 26.5, "time": 0.7643820336088538, "total_loss": 1.641087343239633} {"data_time": 0.01647147722542286, "eta_seconds": 74044.75473029166, "iteration": 174919, "loss_fcos_cls": 0.2537444164045155, "loss_fcos_ctr": 0.6185884531587362, "loss_fcos_loc": 0.18916040752083063, "loss_mask": 0.2650164579972625, "loss_maskiou": 0.005512502233614214, "loss_sem_seg": 0.2910776915960014, "lr": 0.01, "mask_rcnn/accuracy": 0.8936623891981035, "mask_rcnn/false_negative": 0.08674803153915434, "mask_rcnn/false_positive": 0.133404562760844, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.0, "time": 0.7857460640370846, "total_loss": 1.6241248482074297} {"data_time": 0.014465820975601673, "eta_seconds": 73969.34391840734, "iteration": 174939, "loss_fcos_cls": 0.26790929317940027, "loss_fcos_ctr": 0.6215446875430644, "loss_fcos_loc": 0.2049268519040197, "loss_mask": 0.2670324854552746, "loss_maskiou": 0.0057858736399794, "loss_sem_seg": 0.29195356741547585, "lr": 0.01, "mask_rcnn/accuracy": 0.8809581191955982, "mask_rcnn/false_negative": 0.08994921329505509, "mask_rcnn/false_positive": 0.1540025455922275, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.0, "time": 0.75665089674294, "total_loss": 1.6606946612591855} {"data_time": 0.01741536147892475, "eta_seconds": 73984.23167956155, "iteration": 174959, "loss_fcos_cls": 0.28020549891516566, "loss_fcos_ctr": 0.6221696780994534, "loss_fcos_loc": 0.19968909863382578, "loss_mask": 0.27901391685009, "loss_maskiou": 0.006005690214806236, "loss_sem_seg": 0.3243510825559497, "lr": 0.01, "mask_rcnn/accuracy": 0.8890086747229604, "mask_rcnn/false_negative": 0.08672915965781514, "mask_rcnn/false_positive": 0.13467464536853907, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.75, "time": 0.7902797376736999, "total_loss": 1.6897199526865734} {"data_time": 0.015272756107151508, "eta_seconds": 73998.02946148068, "iteration": 174979, "loss_fcos_cls": 0.25750188529491425, "loss_fcos_ctr": 0.6226132297888398, "loss_fcos_loc": 0.21281724132131785, "loss_mask": 0.2729239510372281, "loss_maskiou": 0.005412881902884692, "loss_sem_seg": 0.33639766927808523, "lr": 0.01, "mask_rcnn/accuracy": 0.8796296603056808, "mask_rcnn/false_negative": 0.11186103845060702, "mask_rcnn/false_positive": 0.1445866420642153, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.780299018137157, "total_loss": 1.7104298734193435} {"data_time": 0.018641873262822628, "eta_seconds": 73982.45437187701, "iteration": 174999, "loss_fcos_cls": 0.26816776720806956, "loss_fcos_ctr": 0.6194641729816794, "loss_fcos_loc": 0.20067400322295725, "loss_mask": 0.26891261618584394, "loss_maskiou": 0.005521518469322473, "loss_sem_seg": 0.2850794680416584, "lr": 0.01, "mask_rcnn/accuracy": 0.8667199525213463, "mask_rcnn/false_negative": 0.08223649436696058, "mask_rcnn/false_positive": 0.1581329160630811, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.7766316328197718, "total_loss": 1.645272532623494} {"data_time": 0.016026116907596588, "eta_seconds": 73966.87928227335, "iteration": 175019, "loss_fcos_cls": 0.24718591145938262, "loss_fcos_ctr": 0.6202869778499007, "loss_fcos_loc": 0.19849787163548172, "loss_mask": 0.2721562893129885, "loss_maskiou": 0.00577784330380382, "loss_sem_seg": 0.25900833727791905, "lr": 0.01, "mask_rcnn/accuracy": 0.8702336879873901, "mask_rcnn/false_negative": 0.10770131595469429, "mask_rcnn/false_positive": 0.14935093655044301, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.25, "time": 0.7690207678824663, "total_loss": 1.6026552552575595} {"data_time": 0.018070217221975327, "eta_seconds": 73982.86597606819, "iteration": 175039, "loss_fcos_cls": 0.2650616492610425, "loss_fcos_ctr": 0.6214435864239931, "loss_fcos_loc": 0.1955232457839884, "loss_mask": 0.26910123880952597, "loss_maskiou": 0.005749702970206272, "loss_sem_seg": 0.2824143245816231, "lr": 0.01, "mask_rcnn/accuracy": 0.8756060757636388, "mask_rcnn/false_negative": 0.07652978447395647, "mask_rcnn/false_positive": 0.17946519016954926, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7867302997037768, "total_loss": 1.638730108130403} {"data_time": 0.014984985813498497, "eta_seconds": 73967.28423914965, "iteration": 175059, "loss_fcos_cls": 0.2558391479542479, "loss_fcos_ctr": 0.6206836523488164, "loss_fcos_loc": 0.19446630182210356, "loss_mask": 0.27426852006465197, "loss_maskiou": 0.006722822748997714, "loss_sem_seg": 0.260496499016881, "lr": 0.01, "mask_rcnn/accuracy": 0.8695201467683847, "mask_rcnn/false_negative": 0.09587857063002993, "mask_rcnn/false_positive": 0.15226522640121107, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.0, "time": 0.7678665006533265, "total_loss": 1.6245207880128874} {"data_time": 0.016836385242640972, "eta_seconds": 73897.81419153232, "iteration": 175079, "loss_fcos_cls": 0.253750161267817, "loss_fcos_ctr": 0.6216553649865091, "loss_fcos_loc": 0.19838778977282345, "loss_mask": 0.27429800014942884, "loss_maskiou": 0.005771447016741149, "loss_sem_seg": 0.2779552093707025, "lr": 0.01, "mask_rcnn/accuracy": 0.8779240469772815, "mask_rcnn/false_negative": 0.09948408075808476, "mask_rcnn/false_positive": 0.16613870769523514, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.0, "time": 0.7745259935036302, "total_loss": 1.6277370500538382} {"data_time": 0.015972117893397808, "eta_seconds": 73882.24380896334, "iteration": 175099, "loss_fcos_cls": 0.26253671932499856, "loss_fcos_ctr": 0.617178849875927, "loss_fcos_loc": 0.2002692527603358, "loss_mask": 0.2749254470691085, "loss_maskiou": 0.005431206038338132, "loss_sem_seg": 0.29837775230407715, "lr": 0.01, "mask_rcnn/accuracy": 0.872375134264232, "mask_rcnn/false_negative": 0.10317007077695553, "mask_rcnn/false_positive": 0.14725546481082896, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7972585633397102, "total_loss": 1.6561717427248368} {"data_time": 0.015526319853961468, "eta_seconds": 73866.67342639435, "iteration": 175119, "loss_fcos_cls": 0.26702451915480196, "loss_fcos_ctr": 0.6192723754793406, "loss_fcos_loc": 0.1973470572847873, "loss_mask": 0.26785083301365376, "loss_maskiou": 0.005433000769698992, "loss_sem_seg": 0.2621055725030601, "lr": 0.01, "mask_rcnn/accuracy": 0.8875084099573896, "mask_rcnn/false_negative": 0.09767909802518851, "mask_rcnn/false_positive": 0.11905560767903012, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.75, "time": 0.7741188099607825, "total_loss": 1.649672511339304} {"data_time": 0.015540052205324173, "eta_seconds": 73851.10304382537, "iteration": 175139, "loss_fcos_cls": 0.27132301579695195, "loss_fcos_ctr": 0.6198107339441776, "loss_fcos_loc": 0.20537966047413647, "loss_mask": 0.2729492769576609, "loss_maskiou": 0.006183738092659041, "loss_sem_seg": 0.3064170414581895, "lr": 0.01, "mask_rcnn/accuracy": 0.862860144057623, "mask_rcnn/false_negative": 0.10669744125542772, "mask_rcnn/false_positive": 0.14730185403049115, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.25, "time": 0.7653566626831889, "total_loss": 1.6874214087001747} {"data_time": 0.015277721919119358, "eta_seconds": 73904.7593897758, "iteration": 175159, "loss_fcos_cls": 0.2725276490673423, "loss_fcos_ctr": 0.617513757199049, "loss_fcos_loc": 0.19749695842619985, "loss_mask": 0.2752535529434681, "loss_maskiou": 0.005929524195380509, "loss_sem_seg": 0.2888641348108649, "lr": 0.01, "mask_rcnn/accuracy": 0.8824867121789615, "mask_rcnn/false_negative": 0.09500582216223602, "mask_rcnn/false_positive": 0.16930932371529667, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7870876183733344, "total_loss": 1.6441250185816898} {"data_time": 0.01571834459900856, "eta_seconds": 73861.15221656766, "iteration": 175179, "loss_fcos_cls": 0.25873423484154046, "loss_fcos_ctr": 0.6209430741146207, "loss_fcos_loc": 0.19848259259015322, "loss_mask": 0.25590893905609846, "loss_maskiou": 0.004876514547504485, "loss_sem_seg": 0.28170237643644214, "lr": 0.01, "mask_rcnn/accuracy": 0.8836275235900812, "mask_rcnn/false_negative": 0.09343669870066909, "mask_rcnn/false_positive": 0.12826734078640992, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.7607825910672545, "total_loss": 1.6253683266804728} {"data_time": 0.016824999824166298, "eta_seconds": 73825.2245248342, "iteration": 175199, "loss_fcos_cls": 0.24800951406359673, "loss_fcos_ctr": 0.6196044669486582, "loss_fcos_loc": 0.19755078852176666, "loss_mask": 0.279802355915308, "loss_maskiou": 0.005851701069332194, "loss_sem_seg": 0.2841242077993229, "lr": 0.01, "mask_rcnn/accuracy": 0.8856067705375286, "mask_rcnn/false_negative": 0.10328801726895187, "mask_rcnn/false_positive": 0.12711298882075772, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7820855872705579, "total_loss": 1.6561334022626397} {"data_time": 0.01680302619934082, "eta_seconds": 73829.99407555815, "iteration": 175219, "loss_fcos_cls": 0.26467665168456733, "loss_fcos_ctr": 0.621548721101135, "loss_fcos_loc": 0.193481755675748, "loss_mask": 0.2651598481461406, "loss_maskiou": 0.0057034449419006705, "loss_sem_seg": 0.3030979218892753, "lr": 0.01, "mask_rcnn/accuracy": 0.8745397092982606, "mask_rcnn/false_negative": 0.09190307971544764, "mask_rcnn/false_positive": 0.13462485922073442, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.7740140641108155, "total_loss": 1.6316491498673713} {"data_time": 0.016148109920322895, "eta_seconds": 73827.0486068828, "iteration": 175239, "loss_fcos_cls": 0.27191226836293936, "loss_fcos_ctr": 0.6208850862458348, "loss_fcos_loc": 0.19655445590615273, "loss_mask": 0.25976965157315135, "loss_maskiou": 0.004946820539771579, "loss_sem_seg": 0.2800154173746705, "lr": 0.01, "mask_rcnn/accuracy": 0.8861948428816742, "mask_rcnn/false_negative": 0.0900081153408368, "mask_rcnn/false_positive": 0.14757019324673953, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.0, "time": 0.7767440984025598, "total_loss": 1.6403105781064369} {"data_time": 0.016479147598147392, "eta_seconds": 73811.46686996426, "iteration": 175259, "loss_fcos_cls": 0.26059519208502024, "loss_fcos_ctr": 0.6229662243276834, "loss_fcos_loc": 0.19914164231158793, "loss_mask": 0.26152823586016893, "loss_maskiou": 0.005193073240661761, "loss_sem_seg": 0.2907427875325084, "lr": 0.01, "mask_rcnn/accuracy": 0.8999794066562795, "mask_rcnn/false_negative": 0.0790264439964175, "mask_rcnn/false_positive": 0.13008949518848123, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.75, "time": 0.785332353785634, "total_loss": 1.6456741147558205} {"data_time": 0.017592539079487324, "eta_seconds": 73795.88513304573, "iteration": 175279, "loss_fcos_cls": 0.2511970188934356, "loss_fcos_ctr": 0.6186267519369721, "loss_fcos_loc": 0.19325400714296848, "loss_mask": 0.26711623184382915, "loss_maskiou": 0.005654512395267375, "loss_sem_seg": 0.27224540896713734, "lr": 0.01, "mask_rcnn/accuracy": 0.8770365422288318, "mask_rcnn/false_negative": 0.08286056206154793, "mask_rcnn/false_positive": 0.17601976944171796, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.75, "time": 0.7714463714510202, "total_loss": 1.6339675523049664} {"data_time": 0.01611178182065487, "eta_seconds": 73762.1226060139, "iteration": 175299, "loss_fcos_cls": 0.26996188843622804, "loss_fcos_ctr": 0.6222321270033717, "loss_fcos_loc": 0.20639145048335195, "loss_mask": 0.27918172534555197, "loss_maskiou": 0.005985850890283473, "loss_sem_seg": 0.2598775334190577, "lr": 0.01, "mask_rcnn/accuracy": 0.8787603615257613, "mask_rcnn/false_negative": 0.10541728522456353, "mask_rcnn/false_positive": 0.14046521634085177, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.777953153476119, "total_loss": 1.6552478480007267} {"data_time": 0.017184840515255928, "eta_seconds": 73585.30669798423, "iteration": 175319, "loss_fcos_cls": 0.25440837582573295, "loss_fcos_ctr": 0.620004859752953, "loss_fcos_loc": 0.1905802289256826, "loss_mask": 0.26397012546658516, "loss_maskiou": 0.0053914419913780876, "loss_sem_seg": 0.2976223845034838, "lr": 0.01, "mask_rcnn/accuracy": 0.8859026026140793, "mask_rcnn/false_negative": 0.08274867853290183, "mask_rcnn/false_positive": 0.1403120341715405, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7728614071384072, "total_loss": 1.637167676279205} {"data_time": 0.01649174466729164, "eta_seconds": 73736.51965252962, "iteration": 175339, "loss_fcos_cls": 0.2639204884180799, "loss_fcos_ctr": 0.6223544953390956, "loss_fcos_loc": 0.20312358485534787, "loss_mask": 0.2871839553117752, "loss_maskiou": 0.006271842255955562, "loss_sem_seg": 0.2776940078474581, "lr": 0.01, "mask_rcnn/accuracy": 0.8786421567770943, "mask_rcnn/false_negative": 0.09305965772527308, "mask_rcnn/false_positive": 0.15646203007562845, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7845826977863908, "total_loss": 1.6868113000818994} {"data_time": 0.01695682294666767, "eta_seconds": 73689.47404986061, "iteration": 175359, "loss_fcos_cls": 0.26108290994307026, "loss_fcos_ctr": 0.6203546868637204, "loss_fcos_loc": 0.20501030515879393, "loss_mask": 0.283816896378994, "loss_maskiou": 0.0060197874990990385, "loss_sem_seg": 0.2735790420556441, "lr": 0.01, "mask_rcnn/accuracy": 0.8765604293665519, "mask_rcnn/false_negative": 0.09328819188061369, "mask_rcnn/false_positive": 0.12078839624570156, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 33.0, "time": 0.7669811025261879, "total_loss": 1.650931743421097} {"data_time": 0.01715880259871483, "eta_seconds": 73690.62035072502, "iteration": 175379, "loss_fcos_cls": 0.2561087077483535, "loss_fcos_ctr": 0.6225054720416665, "loss_fcos_loc": 0.20148230710765347, "loss_mask": 0.27217400912195444, "loss_maskiou": 0.005902236371184699, "loss_sem_seg": 0.2780498410575092, "lr": 0.01, "mask_rcnn/accuracy": 0.903639663907521, "mask_rcnn/false_negative": 0.07782734903326993, "mask_rcnn/false_positive": 0.10647658613741112, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 22.25, "time": 0.771899027749896, "total_loss": 1.6110763093311107} {"data_time": 0.015652872622013092, "eta_seconds": 73621.59995259065, "iteration": 175399, "loss_fcos_cls": 0.2608348443172872, "loss_fcos_ctr": 0.6211976185441017, "loss_fcos_loc": 0.20193667081184685, "loss_mask": 0.2720109582878649, "loss_maskiou": 0.005450352196930908, "loss_sem_seg": 0.28136137733235955, "lr": 0.01, "mask_rcnn/accuracy": 0.8887094949920267, "mask_rcnn/false_negative": 0.08560970433513496, "mask_rcnn/false_positive": 0.10610979766827834, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.0, "time": 0.7705210959538817, "total_loss": 1.6425023758929456} {"data_time": 0.01448893453925848, "eta_seconds": 73550.74724950735, "iteration": 175419, "loss_fcos_cls": 0.25070868199691176, "loss_fcos_ctr": 0.6197539372369647, "loss_fcos_loc": 0.1981315080774948, "loss_mask": 0.27119164634495974, "loss_maskiou": 0.005789062081021257, "loss_sem_seg": 0.28114358242601156, "lr": 0.01, "mask_rcnn/accuracy": 0.8764098200421473, "mask_rcnn/false_negative": 0.09253876614686096, "mask_rcnn/false_positive": 0.14450831148498655, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.7701649982482195, "total_loss": 1.6764280400057032} {"data_time": 0.016581838950514793, "eta_seconds": 73487.31007928308, "iteration": 175439, "loss_fcos_cls": 0.2695206187199801, "loss_fcos_ctr": 0.6210076818242669, "loss_fcos_loc": 0.20099847577512264, "loss_mask": 0.2697705887258053, "loss_maskiou": 0.005770771182142198, "loss_sem_seg": 0.3082045982591808, "lr": 0.01, "mask_rcnn/accuracy": 0.8847872542912514, "mask_rcnn/false_negative": 0.09643223971819002, "mask_rcnn/false_positive": 0.13459428517956376, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.5, "time": 0.7707283115014434, "total_loss": 1.6845898589963326} {"data_time": 0.01505463756620884, "eta_seconds": 73385.8251870079, "iteration": 175459, "loss_fcos_cls": 0.25064024049788713, "loss_fcos_ctr": 0.6222303700633347, "loss_fcos_loc": 0.20606688922271132, "loss_mask": 0.26019616425037384, "loss_maskiou": 0.005595572205493227, "loss_sem_seg": 0.27759542129933834, "lr": 0.01, "mask_rcnn/accuracy": 0.8814776372485431, "mask_rcnn/false_negative": 0.09698662929163744, "mask_rcnn/false_positive": 0.13607193735120673, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 24.5, "time": 0.7706494759768248, "total_loss": 1.6460250863747206} {"data_time": 0.017397657968103886, "eta_seconds": 73354.3582930807, "iteration": 175479, "loss_fcos_cls": 0.2765964255668223, "loss_fcos_ctr": 0.6234443699941039, "loss_fcos_loc": 0.19851074484176934, "loss_mask": 0.2787058805115521, "loss_maskiou": 0.006026334951457102, "loss_sem_seg": 0.32796584721654654, "lr": 0.01, "mask_rcnn/accuracy": 0.8635937111702418, "mask_rcnn/false_negative": 0.1128584980995697, "mask_rcnn/false_positive": 0.15179785699052128, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.75, "time": 0.7812723368406296, "total_loss": 1.7098289959903923} {"data_time": 0.018893269822001457, "eta_seconds": 73423.58492030483, "iteration": 175499, "loss_fcos_cls": 0.25425492273643613, "loss_fcos_ctr": 0.6209316477179527, "loss_fcos_loc": 0.20483879290986806, "loss_mask": 0.2837287075817585, "loss_maskiou": 0.005620138697850052, "loss_sem_seg": 0.28379793418571353, "lr": 0.01, "mask_rcnn/accuracy": 0.8807242219232014, "mask_rcnn/false_negative": 0.09823252406519464, "mask_rcnn/false_positive": 0.13540753578979214, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.5, "time": 0.7824628073722124, "total_loss": 1.6278278013924137} {"data_time": 0.01643180474638939, "eta_seconds": 73438.12067385577, "iteration": 175519, "loss_fcos_cls": 0.25754307000897825, "loss_fcos_ctr": 0.617964496370405, "loss_fcos_loc": 0.18789945810567588, "loss_mask": 0.2650956595316529, "loss_maskiou": 0.00531620136462152, "loss_sem_seg": 0.2890608976595104, "lr": 0.01, "mask_rcnn/accuracy": 0.8930077953560457, "mask_rcnn/false_negative": 0.08506830674784358, "mask_rcnn/false_positive": 0.14579882143120598, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.25, "time": 0.7858785623684525, "total_loss": 1.6315175300769624} {"data_time": 0.01712908409535885, "eta_seconds": 73392.50648307335, "iteration": 175539, "loss_fcos_cls": 0.25898229773156345, "loss_fcos_ctr": 0.6205458315089345, "loss_fcos_loc": 0.193577304831706, "loss_mask": 0.2788584344089031, "loss_maskiou": 0.0058763701090356335, "loss_sem_seg": 0.29272840125486255, "lr": 0.01, "mask_rcnn/accuracy": 0.9030632491091675, "mask_rcnn/false_negative": 0.10307670087885996, "mask_rcnn/false_positive": 0.11129992852791842, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.25, "time": 0.7812921982258558, "total_loss": 1.6386070246662712} {"data_time": 0.01719154790043831, "eta_seconds": 73318.17433681712, "iteration": 175559, "loss_fcos_cls": 0.2614294164814055, "loss_fcos_ctr": 0.6210236391052604, "loss_fcos_loc": 0.19987155485432595, "loss_mask": 0.26019679103046656, "loss_maskiou": 0.005414683299022727, "loss_sem_seg": 0.29078256292268634, "lr": 0.01, "mask_rcnn/accuracy": 0.8993585071391194, "mask_rcnn/false_negative": 0.10806247531608498, "mask_rcnn/false_positive": 0.13986753965962576, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.25, "time": 0.7706130146980286, "total_loss": 1.628358806920005} {"data_time": 0.016647344455122948, "eta_seconds": 73292.67725095432, "iteration": 175579, "loss_fcos_cls": 0.2513480940833688, "loss_fcos_ctr": 0.6218984872102737, "loss_fcos_loc": 0.19830235396511853, "loss_mask": 0.2583123128861189, "loss_maskiou": 0.004773002674482996, "loss_sem_seg": 0.26585331931710243, "lr": 0.01, "mask_rcnn/accuracy": 0.8877104971452867, "mask_rcnn/false_negative": 0.09462939049376928, "mask_rcnn/false_positive": 0.1214735532554255, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.25, "time": 0.7813702234998345, "total_loss": 1.5976808158957283} {"data_time": 0.017611696384847164, "eta_seconds": 73315.66761704441, "iteration": 175599, "loss_fcos_cls": 0.2622476590331644, "loss_fcos_ctr": 0.6206806260161102, "loss_fcos_loc": 0.19500687438994646, "loss_mask": 0.2817671811208129, "loss_maskiou": 0.0061272660714166705, "loss_sem_seg": 0.2625323263928294, "lr": 0.01, "mask_rcnn/accuracy": 0.9103438723974439, "mask_rcnn/false_negative": 0.08351419194414968, "mask_rcnn/false_positive": 0.140502450108054, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.5, "time": 0.7964029684662819, "total_loss": 1.6199477078152995} {"data_time": 0.017356867901980877, "eta_seconds": 73316.66476482432, "iteration": 175619, "loss_fcos_cls": 0.26132104243151844, "loss_fcos_ctr": 0.6208454640582204, "loss_fcos_loc": 0.19344900728901848, "loss_mask": 0.2552799778059125, "loss_maskiou": 0.005601335011306219, "loss_sem_seg": 0.3062307024374604, "lr": 0.01, "mask_rcnn/accuracy": 0.8723679948169745, "mask_rcnn/false_negative": 0.09525136156140956, "mask_rcnn/false_positive": 0.15895875534252074, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7732319189235568, "total_loss": 1.640534497302724} {"data_time": 0.016151622869074345, "eta_seconds": 73314.81038999464, "iteration": 175639, "loss_fcos_cls": 0.25929455732693896, "loss_fcos_ctr": 0.6207862459123135, "loss_fcos_loc": 0.198071647901088, "loss_mask": 0.2802715031430125, "loss_maskiou": 0.0060837033088319, "loss_sem_seg": 0.28893625969067216, "lr": 0.01, "mask_rcnn/accuracy": 0.8726796569691706, "mask_rcnn/false_negative": 0.09351689589457858, "mask_rcnn/false_positive": 0.1697807144798955, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.75, "time": 0.7951655620709062, "total_loss": 1.628372311606654} {"data_time": 0.016096227802336216, "eta_seconds": 73329.30157907121, "iteration": 175659, "loss_fcos_cls": 0.24119782075285912, "loss_fcos_ctr": 0.6214230698533356, "loss_fcos_loc": 0.19205362210050225, "loss_mask": 0.26337635004892945, "loss_maskiou": 0.005332564665877726, "loss_sem_seg": 0.29136931733228266, "lr": 0.01, "mask_rcnn/accuracy": 0.8912273578786354, "mask_rcnn/false_negative": 0.10002621552460533, "mask_rcnn/false_positive": 0.10879863323776938, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.75, "time": 0.7866980032995343, "total_loss": 1.6424722943229426} {"data_time": 0.01664327923208475, "eta_seconds": 73300.79603629466, "iteration": 175679, "loss_fcos_cls": 0.26507181441411376, "loss_fcos_ctr": 0.6216726815328002, "loss_fcos_loc": 0.20529607869684696, "loss_mask": 0.2774475980550051, "loss_maskiou": 0.005603494610113557, "loss_sem_seg": 0.28966436139307916, "lr": 0.01, "mask_rcnn/accuracy": 0.8781980668141383, "mask_rcnn/false_negative": 0.11215540967673746, "mask_rcnn/false_positive": 0.11833845666020557, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.5, "time": 0.7696322901174426, "total_loss": 1.6678437578229932} {"data_time": 0.017320455983281136, "eta_seconds": 73285.25319937896, "iteration": 175699, "loss_fcos_cls": 0.2515239748172462, "loss_fcos_ctr": 0.6238630143925548, "loss_fcos_loc": 0.20324515516404063, "loss_mask": 0.26399886375293136, "loss_maskiou": 0.005403413204476237, "loss_sem_seg": 0.2942949188873172, "lr": 0.01, "mask_rcnn/accuracy": 0.8834730320699709, "mask_rcnn/false_negative": 0.10416676710653974, "mask_rcnn/false_positive": 0.15939106762368516, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.0, "time": 0.7665284238755703, "total_loss": 1.6529431484159431} {"data_time": 0.01512033212929964, "eta_seconds": 73269.71036246326, "iteration": 175719, "loss_fcos_cls": 0.2476804826874286, "loss_fcos_ctr": 0.6198371779173613, "loss_fcos_loc": 0.20218895142897964, "loss_mask": 0.267565717920661, "loss_maskiou": 0.005773793833213858, "loss_sem_seg": 0.2834943667985499, "lr": 0.01, "mask_rcnn/accuracy": 0.8686824729891957, "mask_rcnn/false_negative": 0.1238027255429204, "mask_rcnn/false_positive": 0.11801324728771703, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7808845210820436, "total_loss": 1.6425050469351845} {"data_time": 0.015524478629231453, "eta_seconds": 73254.16752554756, "iteration": 175739, "loss_fcos_cls": 0.2695527612231672, "loss_fcos_ctr": 0.6208382761105895, "loss_fcos_loc": 0.19207241339609027, "loss_mask": 0.2672660779207945, "loss_maskiou": 0.00527785735175712, "loss_sem_seg": 0.30283095920458436, "lr": 0.01, "mask_rcnn/accuracy": 0.8934284651360545, "mask_rcnn/false_negative": 0.07858761354026432, "mask_rcnn/false_positive": 0.1460503986997556, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7539565684273839, "total_loss": 1.6649415659485385} {"data_time": 0.015264034271240234, "eta_seconds": 73251.5736542251, "iteration": 175759, "loss_fcos_cls": 0.2621410305146128, "loss_fcos_ctr": 0.6205171542242169, "loss_fcos_loc": 0.20194228703621775, "loss_mask": 0.2642824361100793, "loss_maskiou": 0.00552287524624262, "loss_sem_seg": 0.2957597188651562, "lr": 0.01, "mask_rcnn/accuracy": 0.8662899281334155, "mask_rcnn/false_negative": 0.09905528270727942, "mask_rcnn/false_positive": 0.1603628762037347, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7822558796033263, "total_loss": 1.6746066024898028} {"data_time": 0.01634043361991644, "eta_seconds": 73198.61790123582, "iteration": 175779, "loss_fcos_cls": 0.26448767457623035, "loss_fcos_ctr": 0.6206119544804096, "loss_fcos_loc": 0.19892211724072695, "loss_mask": 0.26893665734678507, "loss_maskiou": 0.00559048936702311, "loss_sem_seg": 0.3251391933299601, "lr": 0.01, "mask_rcnn/accuracy": 0.8919066720891256, "mask_rcnn/false_negative": 0.08250520428417243, "mask_rcnn/false_positive": 0.1528198689570896, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7592570791020989, "total_loss": 1.6804501649457961} {"data_time": 0.01581496186554432, "eta_seconds": 73108.95888064615, "iteration": 175799, "loss_fcos_cls": 0.25663060997612774, "loss_fcos_ctr": 0.6237857267260551, "loss_fcos_loc": 0.20410284586250782, "loss_mask": 0.2804738786071539, "loss_maskiou": 0.006675882084891782, "loss_sem_seg": 0.28735743928700686, "lr": 0.01, "mask_rcnn/accuracy": 0.8748466574129652, "mask_rcnn/false_negative": 0.08264019631697611, "mask_rcnn/false_positive": 0.19807649353325907, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.5, "time": 0.7689282288774848, "total_loss": 1.6807579432206694} {"data_time": 0.01546445582062006, "eta_seconds": 73191.99617788475, "iteration": 175819, "loss_fcos_cls": 0.2643161613959819, "loss_fcos_ctr": 0.6194890448823571, "loss_fcos_loc": 0.20715973479673266, "loss_mask": 0.2754950439557433, "loss_maskiou": 0.005649621190968901, "loss_sem_seg": 0.2561750046443194, "lr": 0.01, "mask_rcnn/accuracy": 0.9016078827707747, "mask_rcnn/false_negative": 0.0794811374640463, "mask_rcnn/false_positive": 0.10887491330728008, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.25, "time": 0.8011759538203478, "total_loss": 1.6533800152828917} {"data_time": 0.015084636397659779, "eta_seconds": 73322.91793454066, "iteration": 175839, "loss_fcos_cls": 0.2654121173545718, "loss_fcos_ctr": 0.624192959163338, "loss_fcos_loc": 0.2109515757765621, "loss_mask": 0.2656121221370995, "loss_maskiou": 0.005501087260199711, "loss_sem_seg": 0.284557584207505, "lr": 0.01, "mask_rcnn/accuracy": 0.890400604686319, "mask_rcnn/false_negative": 0.09412018610182604, "mask_rcnn/false_positive": 0.14842339531391263, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7936917208135128, "total_loss": 1.650646165740909} {"data_time": 0.01630423404276371, "eta_seconds": 73295.82989732735, "iteration": 175859, "loss_fcos_cls": 0.24882468208670616, "loss_fcos_ctr": 0.6198856853879988, "loss_fcos_loc": 0.19688961002975702, "loss_mask": 0.27237754967063665, "loss_maskiou": 0.0058194153680233285, "loss_sem_seg": 0.2935016364790499, "lr": 0.01, "mask_rcnn/accuracy": 0.8803036715018454, "mask_rcnn/false_negative": 0.08645622505712411, "mask_rcnn/false_positive": 0.15039903433776997, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7832910809665918, "total_loss": 1.6233810845005792} {"data_time": 0.016892286017537117, "eta_seconds": 73259.92565195262, "iteration": 175879, "loss_fcos_cls": 0.2542364140972495, "loss_fcos_ctr": 0.6207323297858238, "loss_fcos_loc": 0.19917093630647287, "loss_mask": 0.2583370776847005, "loss_maskiou": 0.005424523580586538, "loss_sem_seg": 0.2817434680182487, "lr": 0.01, "mask_rcnn/accuracy": 0.8767568926609105, "mask_rcnn/false_negative": 0.09207890346134237, "mask_rcnn/false_positive": 0.14893395600194376, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7757583810016513, "total_loss": 1.615533675350889} {"data_time": 0.017545043490827084, "eta_seconds": 73252.79690956604, "iteration": 175899, "loss_fcos_cls": 0.2725226334296167, "loss_fcos_ctr": 0.6208358057774603, "loss_fcos_loc": 0.19980728719383478, "loss_mask": 0.2743679555132985, "loss_maskiou": 0.0057266873482149094, "loss_sem_seg": 0.2702746777795255, "lr": 0.01, "mask_rcnn/accuracy": 0.8821256868131868, "mask_rcnn/false_negative": 0.0933491978606246, "mask_rcnn/false_positive": 0.1284407315162924, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.5, "time": 0.7740155141800642, "total_loss": 1.6451624604378594} {"data_time": 0.01739197038114071, "eta_seconds": 73237.22793646064, "iteration": 175919, "loss_fcos_cls": 0.24497422017157078, "loss_fcos_ctr": 0.6217103684321046, "loss_fcos_loc": 0.1997214090079069, "loss_mask": 0.27609493769705296, "loss_maskiou": 0.005722106725443155, "loss_sem_seg": 0.28499415842816234, "lr": 0.01, "mask_rcnn/accuracy": 0.8760568943889613, "mask_rcnn/false_negative": 0.09715963608195241, "mask_rcnn/false_positive": 0.1742968035327103, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 30.75, "time": 0.7819323325529695, "total_loss": 1.6468465457655839} {"data_time": 0.016432988457381725, "eta_seconds": 73250.78888040781, "iteration": 175939, "loss_fcos_cls": 0.27267705532722175, "loss_fcos_ctr": 0.6215159697458148, "loss_fcos_loc": 0.2004298979882151, "loss_mask": 0.28271810058504343, "loss_maskiou": 0.0059991966700181365, "loss_sem_seg": 0.27318672789260745, "lr": 0.01, "mask_rcnn/accuracy": 0.874901637484262, "mask_rcnn/false_negative": 0.10978189388301085, "mask_rcnn/false_positive": 0.1403561336109898, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.0, "time": 0.7977525135502219, "total_loss": 1.676140161594958} {"data_time": 0.01679676864296198, "eta_seconds": 73235.21371346712, "iteration": 175959, "loss_fcos_cls": 0.25806937692686915, "loss_fcos_ctr": 0.6211274424567819, "loss_fcos_loc": 0.19930402492173016, "loss_mask": 0.26481959968805313, "loss_maskiou": 0.004913454868074041, "loss_sem_seg": 0.2867369269952178, "lr": 0.01, "mask_rcnn/accuracy": 0.8942988953466359, "mask_rcnn/false_negative": 0.0763274548694958, "mask_rcnn/false_positive": 0.13063815296675865, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 23.0, "time": 0.7864114297553897, "total_loss": 1.6362640168372309} {"data_time": 0.017739730887115, "eta_seconds": 73202.40089627914, "iteration": 175979, "loss_fcos_cls": 0.25571010750718415, "loss_fcos_ctr": 0.6220659483224154, "loss_fcos_loc": 0.2010229389416054, "loss_mask": 0.279786366969347, "loss_maskiou": 0.005343417207768653, "loss_sem_seg": 0.28517356305383146, "lr": 0.01, "mask_rcnn/accuracy": 0.8953511987319199, "mask_rcnn/false_negative": 0.08779119582986489, "mask_rcnn/false_positive": 0.12615311853057537, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.7690893765538931, "total_loss": 1.6733908640162554} {"data_time": 0.015100901015102863, "eta_seconds": 73204.06337958574, "iteration": 175999, "loss_fcos_cls": 0.25371985672973096, "loss_fcos_ctr": 0.6196006471291184, "loss_fcos_loc": 0.19632797595113516, "loss_mask": 0.2649216540157795, "loss_maskiou": 0.005255453215795569, "loss_sem_seg": 0.26621882850304246, "lr": 0.01, "mask_rcnn/accuracy": 0.8813741036955323, "mask_rcnn/false_negative": 0.08338554215380434, "mask_rcnn/false_positive": 0.14522834453504663, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.7874629013240337, "total_loss": 1.6075210751587292} {"data_time": 0.017359774559736252, "eta_seconds": 73215.20659076795, "iteration": 176019, "loss_fcos_cls": 0.2624909495934844, "loss_fcos_ctr": 0.6233564456924796, "loss_fcos_loc": 0.2051668670028448, "loss_mask": 0.2713602832518518, "loss_maskiou": 0.005473727942444384, "loss_sem_seg": 0.2759213885292411, "lr": 0.01, "mask_rcnn/accuracy": 0.8819882378417205, "mask_rcnn/false_negative": 0.09071541985691163, "mask_rcnn/false_positive": 0.1334879165012139, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 25.25, "time": 0.7931310283020139, "total_loss": 1.6392297237107414} {"data_time": 0.0162794915959239, "eta_seconds": 73185.7404059479, "iteration": 176039, "loss_fcos_cls": 0.26073608617298305, "loss_fcos_ctr": 0.6207957463338971, "loss_fcos_loc": 0.1964743745047599, "loss_mask": 0.26139420131221414, "loss_maskiou": 0.0054726952184864786, "loss_sem_seg": 0.27998396707698703, "lr": 0.01, "mask_rcnn/accuracy": 0.8923892590744162, "mask_rcnn/false_negative": 0.10788710699315468, "mask_rcnn/false_positive": 0.09194285717703202, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.75, "time": 0.7841947842389345, "total_loss": 1.6355229869295727} {"data_time": 0.016721272841095924, "eta_seconds": 73217.5011716336, "iteration": 176059, "loss_fcos_cls": 0.251119710621424, "loss_fcos_ctr": 0.6173000708222389, "loss_fcos_loc": 0.1955861763563007, "loss_mask": 0.2657942371442914, "loss_maskiou": 0.00549401855096221, "loss_sem_seg": 0.28174386266618967, "lr": 0.01, "mask_rcnn/accuracy": 0.8980306895485467, "mask_rcnn/false_negative": 0.08564733972139268, "mask_rcnn/false_positive": 0.11248372855042284, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7855032673105597, "total_loss": 1.6266626472133794} {"data_time": 0.015965168364346027, "eta_seconds": 73230.87029945198, "iteration": 176079, "loss_fcos_cls": 0.26891126949340105, "loss_fcos_ctr": 0.6184724401682615, "loss_fcos_loc": 0.19842359144240618, "loss_mask": 0.26271649450063705, "loss_maskiou": 0.00519058782083448, "loss_sem_seg": 0.28300910256803036, "lr": 0.01, "mask_rcnn/accuracy": 0.8900425049281075, "mask_rcnn/false_negative": 0.07150416453769787, "mask_rcnn/false_positive": 0.15049720755410595, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.7804767824709415, "total_loss": 1.6374178970436333} {"data_time": 0.015411429107189178, "eta_seconds": 73206.72272789665, "iteration": 176099, "loss_fcos_cls": 0.263998004142195, "loss_fcos_ctr": 0.6214633947238326, "loss_fcos_loc": 0.19480707158800215, "loss_mask": 0.29142056964337826, "loss_maskiou": 0.006506067918962799, "loss_sem_seg": 0.30444198567420244, "lr": 0.01, "mask_rcnn/accuracy": 0.8825168493323254, "mask_rcnn/false_negative": 0.10896577540604624, "mask_rcnn/false_positive": 0.1452678923947883, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7805996397510171, "total_loss": 1.7027936298109125} {"data_time": 0.016030031256377697, "eta_seconds": 73170.73724459112, "iteration": 176119, "loss_fcos_cls": 0.26944051741156727, "loss_fcos_ctr": 0.6202633399516344, "loss_fcos_loc": 0.2088383409427479, "loss_mask": 0.2809538384899497, "loss_maskiou": 0.005604329715424683, "loss_sem_seg": 0.27949167415499687, "lr": 0.01, "mask_rcnn/accuracy": 0.8795705782312926, "mask_rcnn/false_negative": 0.08227970493694112, "mask_rcnn/false_positive": 0.12267159779944808, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.5, "time": 0.7786618685349822, "total_loss": 1.6821848299296107} {"data_time": 0.01533050462603569, "eta_seconds": 73198.61360224988, "iteration": 176139, "loss_fcos_cls": 0.25474554719403386, "loss_fcos_ctr": 0.6195670487359166, "loss_fcos_loc": 0.20066987664904445, "loss_mask": 0.27828299812972546, "loss_maskiou": 0.005934708111453801, "loss_sem_seg": 0.2969722063280642, "lr": 0.01, "mask_rcnn/accuracy": 0.8827140904208574, "mask_rcnn/false_negative": 0.08720740823970383, "mask_rcnn/false_positive": 0.14706387823632444, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.25, "time": 0.8020419077947736, "total_loss": 1.6195679259108147} {"data_time": 0.016890840604901314, "eta_seconds": 73139.56129322946, "iteration": 176159, "loss_fcos_cls": 0.2591502773575485, "loss_fcos_ctr": 0.6226639561355114, "loss_fcos_loc": 0.2046415228396654, "loss_mask": 0.2715387400239706, "loss_maskiou": 0.005252637332887389, "loss_sem_seg": 0.27792617166414857, "lr": 0.01, "mask_rcnn/accuracy": 0.8712729344106895, "mask_rcnn/false_negative": 0.08303621762770325, "mask_rcnn/false_positive": 0.16344303930035758, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.75, "time": 0.7725729700177908, "total_loss": 1.631774416702683} {"data_time": 0.016648413613438606, "eta_seconds": 73160.06901041791, "iteration": 176179, "loss_fcos_cls": 0.2619864158332348, "loss_fcos_ctr": 0.6218190565705299, "loss_fcos_loc": 0.20291106891818345, "loss_mask": 0.26480784406885505, "loss_maskiou": 0.005560329867876135, "loss_sem_seg": 0.30972611205652356, "lr": 0.01, "mask_rcnn/accuracy": 0.8703068852125568, "mask_rcnn/false_negative": 0.1088467064430267, "mask_rcnn/false_positive": 0.13705641038351557, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.5, "time": 0.7797341197729111, "total_loss": 1.65946795133641} {"data_time": 0.017143663950264454, "eta_seconds": 73144.47334014997, "iteration": 176199, "loss_fcos_cls": 0.27209272142499685, "loss_fcos_ctr": 0.6219209874980152, "loss_fcos_loc": 0.2079676033463329, "loss_mask": 0.28410852514207363, "loss_maskiou": 0.005908884035306983, "loss_sem_seg": 0.2467265734449029, "lr": 0.01, "mask_rcnn/accuracy": 0.8597704081632653, "mask_rcnn/false_negative": 0.12126073867470968, "mask_rcnn/false_positive": 0.1655463318844188, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.5, "time": 0.7721724091097713, "total_loss": 1.6458582956984174} {"data_time": 0.016411705873906612, "eta_seconds": 73128.87766988203, "iteration": 176219, "loss_fcos_cls": 0.2571959630586207, "loss_fcos_ctr": 0.6216595293954015, "loss_fcos_loc": 0.19802222563885152, "loss_mask": 0.2669973555020988, "loss_maskiou": 0.005839842895511538, "loss_sem_seg": 0.2704274032730609, "lr": 0.01, "mask_rcnn/accuracy": 0.8787197000291143, "mask_rcnn/false_negative": 0.10653872607229971, "mask_rcnn/false_positive": 0.12320880742915892, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 35.5, "time": 0.7745812349021435, "total_loss": 1.6199345997010823} {"data_time": 0.014485854655504227, "eta_seconds": 73077.20939050615, "iteration": 176239, "loss_fcos_cls": 0.24992596358060837, "loss_fcos_ctr": 0.6193117974326015, "loss_fcos_loc": 0.19056867680046707, "loss_mask": 0.28460598550736904, "loss_maskiou": 0.006073258395190351, "loss_sem_seg": 0.29007748141884804, "lr": 0.01, "mask_rcnn/accuracy": 0.8662270611162237, "mask_rcnn/false_negative": 0.09388055168203173, "mask_rcnn/false_positive": 0.16008941095910895, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.5, "time": 0.7707039946690202, "total_loss": 1.6498293492331868} {"data_time": 0.015301058068871498, "eta_seconds": 73061.62141482532, "iteration": 176259, "loss_fcos_cls": 0.2598819039994851, "loss_fcos_ctr": 0.6202906393446028, "loss_fcos_loc": 0.19780322758015245, "loss_mask": 0.27029778994619846, "loss_maskiou": 0.005739341639127815, "loss_sem_seg": 0.3072203937917948, "lr": 0.01, "mask_rcnn/accuracy": 0.8738680558390459, "mask_rcnn/false_negative": 0.09473075191847963, "mask_rcnn/false_positive": 0.1663520130450197, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7864398257806897, "total_loss": 1.6484955521091251} {"data_time": 0.01723691076040268, "eta_seconds": 73094.78033907246, "iteration": 176279, "loss_fcos_cls": 0.2674307192210108, "loss_fcos_ctr": 0.6186323468573391, "loss_fcos_loc": 0.20034466893412173, "loss_mask": 0.2690319111570716, "loss_maskiou": 0.006025588168995455, "loss_sem_seg": 0.3243689783848822, "lr": 0.01, "mask_rcnn/accuracy": 0.8718648156937193, "mask_rcnn/false_negative": 0.1085084205068725, "mask_rcnn/false_positive": 0.14560976200781775, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.0, "time": 0.7854050016030669, "total_loss": 1.667226946206938} {"data_time": 0.014212232083082199, "eta_seconds": 73079.18196083512, "iteration": 176299, "loss_fcos_cls": 0.28250184608623385, "loss_fcos_ctr": 0.6215842897072434, "loss_fcos_loc": 0.20186936692334712, "loss_mask": 0.2817252278327942, "loss_maskiou": 0.006139565331977792, "loss_sem_seg": 0.31419767159968615, "lr": 0.01, "mask_rcnn/accuracy": 0.873973318835731, "mask_rcnn/false_negative": 0.09694330026841022, "mask_rcnn/false_positive": 0.15276760237413933, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.0, "time": 0.7776573607698083, "total_loss": 1.7138965760168503} {"data_time": 0.0168785797432065, "eta_seconds": 73132.72867015935, "iteration": 176319, "loss_fcos_cls": 0.2549839240964502, "loss_fcos_ctr": 0.6171649396419525, "loss_fcos_loc": 0.192994698532857, "loss_mask": 0.26024507265537977, "loss_maskiou": 0.00587384792015655, "loss_sem_seg": 0.2660156092606485, "lr": 0.01, "mask_rcnn/accuracy": 0.8883809773909563, "mask_rcnn/false_negative": 0.08505846130527424, "mask_rcnn/false_positive": 0.15392978064510393, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 27.5, "time": 0.7861429695039988, "total_loss": 1.6237443297432037} {"data_time": 0.017558923922479153, "eta_seconds": 73123.51322481222, "iteration": 176339, "loss_fcos_cls": 0.26636473601683974, "loss_fcos_ctr": 0.6195136290043592, "loss_fcos_loc": 0.19632748374715447, "loss_mask": 0.26903144270181656, "loss_maskiou": 0.005291158486215863, "loss_sem_seg": 0.2725448259152472, "lr": 0.01, "mask_rcnn/accuracy": 0.8887107501662758, "mask_rcnn/false_negative": 0.09016724305874632, "mask_rcnn/false_positive": 0.12706881673823076, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.5, "time": 0.7826334787532687, "total_loss": 1.6379175408073934} {"data_time": 0.01652447786182165, "eta_seconds": 73130.2327577332, "iteration": 176359, "loss_fcos_cls": 0.2746505329851061, "loss_fcos_ctr": 0.6227566599845886, "loss_fcos_loc": 0.19742906674946425, "loss_mask": 0.2744777901098132, "loss_maskiou": 0.005933820648351684, "loss_sem_seg": 0.32300617126747966, "lr": 0.01, "mask_rcnn/accuracy": 0.8684097345572435, "mask_rcnn/false_negative": 0.10510686318254675, "mask_rcnn/false_positive": 0.14898181440317082, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7890657903626561, "total_loss": 1.7319910184014589} {"data_time": 0.018096975050866604, "eta_seconds": 73108.11667947192, "iteration": 176379, "loss_fcos_cls": 0.26454246300272644, "loss_fcos_ctr": 0.6229324713349342, "loss_fcos_loc": 0.2067489621695131, "loss_mask": 0.2843962153419852, "loss_maskiou": 0.005694346451491583, "loss_sem_seg": 0.290682609193027, "lr": 0.01, "mask_rcnn/accuracy": 0.8751507337848933, "mask_rcnn/false_negative": 0.10941857524671221, "mask_rcnn/false_positive": 0.14905334180920904, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.75, "time": 0.7771673696115613, "total_loss": 1.6779003672854742} {"data_time": 0.015084698796272278, "eta_seconds": 73099.41969513334, "iteration": 176399, "loss_fcos_cls": 0.26335591985844076, "loss_fcos_ctr": 0.6235423041507602, "loss_fcos_loc": 0.20411661511752754, "loss_mask": 0.27316618990153074, "loss_maskiou": 0.00612029272451764, "loss_sem_seg": 0.30346430698409677, "lr": 0.01, "mask_rcnn/accuracy": 0.8852247879671349, "mask_rcnn/false_negative": 0.08873987882902354, "mask_rcnn/false_positive": 0.1095524955813984, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.75, "time": 0.7770012076944113, "total_loss": 1.6232226788561093} {"data_time": 0.016529416665434837, "eta_seconds": 73118.37740889657, "iteration": 176419, "loss_fcos_cls": 0.2647250082809478, "loss_fcos_ctr": 0.620081165805459, "loss_fcos_loc": 0.19991255505010486, "loss_mask": 0.2731560952961445, "loss_maskiou": 0.005730932556616608, "loss_sem_seg": 0.2798822829499841, "lr": 0.01, "mask_rcnn/accuracy": 0.8778276245031564, "mask_rcnn/false_negative": 0.09864547307721547, "mask_rcnn/false_positive": 0.1522962192341673, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 32.0, "time": 0.7883990639820695, "total_loss": 1.6629340255458374} {"data_time": 0.018074840307235718, "eta_seconds": 73087.99992360547, "iteration": 176439, "loss_fcos_cls": 0.24909167736768723, "loss_fcos_ctr": 0.617164820432663, "loss_fcos_loc": 0.19658263947349042, "loss_mask": 0.2808184940367937, "loss_maskiou": 0.005941822397289798, "loss_sem_seg": 0.29108918411657214, "lr": 0.01, "mask_rcnn/accuracy": 0.8848142477004166, "mask_rcnn/false_negative": 0.08496321370469193, "mask_rcnn/false_positive": 0.14339612199391666, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7710938937962055, "total_loss": 1.6308340193718323} {"data_time": 0.014505647122859955, "eta_seconds": 73102.55533719808, "iteration": 176459, "loss_fcos_cls": 0.2549300362588838, "loss_fcos_ctr": 0.6222469983622432, "loss_fcos_loc": 0.20361076015979052, "loss_mask": 0.274435062892735, "loss_maskiou": 0.006488402694230899, "loss_sem_seg": 0.2748581657651812, "lr": 0.01, "mask_rcnn/accuracy": 0.8766678631835247, "mask_rcnn/false_negative": 0.09214315658517916, "mask_rcnn/false_positive": 0.13347675455951988, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.5, "time": 0.7796451821923256, "total_loss": 1.6585119916708209} {"data_time": 0.015955932438373566, "eta_seconds": 73083.24120034091, "iteration": 176479, "loss_fcos_cls": 0.2535915646003559, "loss_fcos_ctr": 0.6196557702496648, "loss_fcos_loc": 0.19946132088080049, "loss_mask": 0.2661846224218607, "loss_maskiou": 0.005517114113899879, "loss_sem_seg": 0.2748530004173517, "lr": 0.01, "mask_rcnn/accuracy": 0.8939583597414121, "mask_rcnn/false_negative": 0.08901013316343906, "mask_rcnn/false_positive": 0.12966714553495517, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7785076852887869, "total_loss": 1.6265703326498624} {"data_time": 0.015105459839105606, "eta_seconds": 73055.8703808384, "iteration": 176499, "loss_fcos_cls": 0.2502056781668216, "loss_fcos_ctr": 0.620599402114749, "loss_fcos_loc": 0.2003444357542321, "loss_mask": 0.25890781823545694, "loss_maskiou": 0.00563412992778467, "loss_sem_seg": 0.24910869728773832, "lr": 0.01, "mask_rcnn/accuracy": 0.9006590136054422, "mask_rcnn/false_negative": 0.08181968332465735, "mask_rcnn/false_positive": 0.14360280183065388, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.75, "time": 0.7667994108051062, "total_loss": 1.5883769464453508} {"data_time": 0.0161952031776309, "eta_seconds": 73013.5039800331, "iteration": 176519, "loss_fcos_cls": 0.27062372537329793, "loss_fcos_ctr": 0.6194603554904461, "loss_fcos_loc": 0.1976238905917853, "loss_mask": 0.2713321493938565, "loss_maskiou": 0.00527094944845885, "loss_sem_seg": 0.28445869917050004, "lr": 0.01, "mask_rcnn/accuracy": 0.8751252733236152, "mask_rcnn/false_negative": 0.09449588492075661, "mask_rcnn/false_positive": 0.16509404868210448, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.5, "time": 0.7811188586056232, "total_loss": 1.6537535657116678} {"data_time": 0.01624680683016777, "eta_seconds": 72967.5976935355, "iteration": 176539, "loss_fcos_cls": 0.2577912787673995, "loss_fcos_ctr": 0.6249339496716857, "loss_fcos_loc": 0.2041932224528864, "loss_mask": 0.2679690020158887, "loss_maskiou": 0.005521541008420172, "loss_sem_seg": 0.2629293370991945, "lr": 0.01, "mask_rcnn/accuracy": 0.8930565007299492, "mask_rcnn/false_negative": 0.07870707400108407, "mask_rcnn/false_positive": 0.13977471409367556, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7606872813776135, "total_loss": 1.632528921290941} {"data_time": 0.015997938811779022, "eta_seconds": 72945.37098951079, "iteration": 176559, "loss_fcos_cls": 0.25041418080218136, "loss_fcos_ctr": 0.618748587090522, "loss_fcos_loc": 0.1923946908209473, "loss_mask": 0.2747978661209345, "loss_maskiou": 0.005327135251718573, "loss_sem_seg": 0.28216068632900715, "lr": 0.01, "mask_rcnn/accuracy": 0.8952770691609977, "mask_rcnn/false_negative": 0.0867200982617384, "mask_rcnn/false_positive": 0.11795159218460022, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7693699887022376, "total_loss": 1.6150579706882127} {"data_time": 0.01581698190420866, "eta_seconds": 72926.11320639402, "iteration": 176579, "loss_fcos_cls": 0.2570109653752297, "loss_fcos_ctr": 0.6235201209783554, "loss_fcos_loc": 0.2098153707338497, "loss_mask": 0.2936346768401563, "loss_maskiou": 0.006011291334289126, "loss_sem_seg": 0.29956688452512026, "lr": 0.01, "mask_rcnn/accuracy": 0.869690073258444, "mask_rcnn/false_negative": 0.10994880712582933, "mask_rcnn/false_positive": 0.1643804565220493, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7759593548253179, "total_loss": 1.680774774213205} {"data_time": 0.01710361521691084, "eta_seconds": 72850.70957264025, "iteration": 176599, "loss_fcos_cls": 0.2563571697100997, "loss_fcos_ctr": 0.6235216660425067, "loss_fcos_loc": 0.20551406173035502, "loss_mask": 0.28089878987520933, "loss_maskiou": 0.005475199548527598, "loss_sem_seg": 0.284182358533144, "lr": 0.01, "mask_rcnn/accuracy": 0.8707311820832229, "mask_rcnn/false_negative": 0.09999084515529758, "mask_rcnn/false_positive": 0.15657184075567587, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.7806337373331189, "total_loss": 1.661356791453727} {"data_time": 0.014735552482306957, "eta_seconds": 72810.31261675805, "iteration": 176619, "loss_fcos_cls": 0.24609385896474123, "loss_fcos_ctr": 0.6188966282643378, "loss_fcos_loc": 0.1869873940013349, "loss_mask": 0.2668753261677921, "loss_maskiou": 0.0055330361719825305, "loss_sem_seg": 0.262690715957433, "lr": 0.01, "mask_rcnn/accuracy": 0.9077719155844156, "mask_rcnn/false_negative": 0.07822693322960853, "mask_rcnn/false_positive": 0.11880487846821342, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 23.5, "time": 0.7670591734349728, "total_loss": 1.5833338324300712} {"data_time": 0.01639656350016594, "eta_seconds": 72750.84362742119, "iteration": 176639, "loss_fcos_cls": 0.2704374473541975, "loss_fcos_ctr": 0.6239374042488635, "loss_fcos_loc": 0.20578189264051616, "loss_mask": 0.26241706125438213, "loss_maskiou": 0.005643961572786793, "loss_sem_seg": 0.2726635760627687, "lr": 0.01, "mask_rcnn/accuracy": 0.8817890792680709, "mask_rcnn/false_negative": 0.09007631860761682, "mask_rcnn/false_positive": 0.14602835959218544, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7901542466133833, "total_loss": 1.6274436502644676} {"data_time": 0.018416253849864006, "eta_seconds": 72674.59244962316, "iteration": 176659, "loss_fcos_cls": 0.26534368214197457, "loss_fcos_ctr": 0.6184304752387106, "loss_fcos_loc": 0.1945616276934743, "loss_mask": 0.273416836746037, "loss_maskiou": 0.006005449075018987, "loss_sem_seg": 0.28427560115233064, "lr": 0.01, "mask_rcnn/accuracy": 0.8784163177041817, "mask_rcnn/false_negative": 0.08384097176266221, "mask_rcnn/false_positive": 0.14375057484817777, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7739987149834633, "total_loss": 1.6245682752705761} {"data_time": 0.01611823122948408, "eta_seconds": 72671.5320990337, "iteration": 176679, "loss_fcos_cls": 0.26935817673802376, "loss_fcos_ctr": 0.6222711568698287, "loss_fcos_loc": 0.19999996339902282, "loss_mask": 0.27241928689181805, "loss_maskiou": 0.005330024261638755, "loss_sem_seg": 0.3053339123725891, "lr": 0.01, "mask_rcnn/accuracy": 0.8911562627870697, "mask_rcnn/false_negative": 0.09166078572154321, "mask_rcnn/false_positive": 0.13450896978322496, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7956544104963541, "total_loss": 1.662500912325413} {"data_time": 0.01909622550010681, "eta_seconds": 72731.46483016759, "iteration": 176699, "loss_fcos_cls": 0.26595788076519966, "loss_fcos_ctr": 0.6215374730527401, "loss_fcos_loc": 0.19925844762474298, "loss_mask": 0.26884900219738483, "loss_maskiou": 0.005350852414267138, "loss_sem_seg": 0.28567863488569856, "lr": 0.01, "mask_rcnn/accuracy": 0.8784952292605354, "mask_rcnn/false_negative": 0.10775396179724658, "mask_rcnn/false_positive": 0.11620309262175055, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.5, "time": 0.787344541400671, "total_loss": 1.6451421910896897} {"data_time": 0.015882480889558792, "eta_seconds": 72732.34138854593, "iteration": 176719, "loss_fcos_cls": 0.24773093010298908, "loss_fcos_ctr": 0.6201224368996918, "loss_fcos_loc": 0.20015044062165543, "loss_mask": 0.2741535361856222, "loss_maskiou": 0.006208718245034106, "loss_sem_seg": 0.2921773665584624, "lr": 0.01, "mask_rcnn/accuracy": 0.8901448334435815, "mask_rcnn/false_negative": 0.09488544971669644, "mask_rcnn/false_positive": 0.14705957337012016, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.25, "time": 0.7958025140687823, "total_loss": 1.6766477673809277} {"data_time": 0.014528747648000717, "eta_seconds": 72741.51267603133, "iteration": 176739, "loss_fcos_cls": 0.2612392466980964, "loss_fcos_ctr": 0.6205620942637324, "loss_fcos_loc": 0.2000085295876488, "loss_mask": 0.2723542097955942, "loss_maskiou": 0.005629995270282961, "loss_sem_seg": 0.2913983538746834, "lr": 0.01, "mask_rcnn/accuracy": 0.865148202137998, "mask_rcnn/false_negative": 0.11295751418631317, "mask_rcnn/false_positive": 0.16040672474146123, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7750011887401342, "total_loss": 1.6343067010311643} {"data_time": 0.01742137223482132, "eta_seconds": 72701.15289726108, "iteration": 176759, "loss_fcos_cls": 0.2564314682967961, "loss_fcos_ctr": 0.6207086243666708, "loss_fcos_loc": 0.20644560339860618, "loss_mask": 0.2774042086675763, "loss_maskiou": 0.00567840991425328, "loss_sem_seg": 0.2913422491401434, "lr": 0.01, "mask_rcnn/accuracy": 0.8841041129621792, "mask_rcnn/false_negative": 0.09172159650692752, "mask_rcnn/false_positive": 0.17074892323853721, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.0, "time": 0.7736605051904917, "total_loss": 1.6722912700497545} {"data_time": 0.016931076534092426, "eta_seconds": 72767.2418795852, "iteration": 176779, "loss_fcos_cls": 0.27879396034404635, "loss_fcos_ctr": 0.621293468400836, "loss_fcos_loc": 0.207312862155959, "loss_mask": 0.27536393236368895, "loss_maskiou": 0.005342487929738127, "loss_sem_seg": 0.29070745687931776, "lr": 0.01, "mask_rcnn/accuracy": 0.8841716041255212, "mask_rcnn/false_negative": 0.094008493366223, "mask_rcnn/false_positive": 0.12854675172150615, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7886795029044151, "total_loss": 1.6650768024701392} {"data_time": 0.016837747767567635, "eta_seconds": 72771.30997037608, "iteration": 176799, "loss_fcos_cls": 0.27160355425439775, "loss_fcos_ctr": 0.6209870954044163, "loss_fcos_loc": 0.20532791200093925, "loss_mask": 0.2616047328338027, "loss_maskiou": 0.005953506362857297, "loss_sem_seg": 0.2889700699597597, "lr": 0.01, "mask_rcnn/accuracy": 0.8909165939102914, "mask_rcnn/false_negative": 0.08006166073097755, "mask_rcnn/false_positive": 0.11508871577475815, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.25, "time": 0.7840579096227884, "total_loss": 1.6849604488015757} {"data_time": 0.014468548819422722, "eta_seconds": 72712.57872406021, "iteration": 176819, "loss_fcos_cls": 0.2702307536965236, "loss_fcos_ctr": 0.6206184737384319, "loss_fcos_loc": 0.20321772620081902, "loss_mask": 0.2797853001393378, "loss_maskiou": 0.005265709405648522, "loss_sem_seg": 0.2921668542549014, "lr": 0.01, "mask_rcnn/accuracy": 0.8888882075266005, "mask_rcnn/false_negative": 0.08452331375999914, "mask_rcnn/false_positive": 0.14258935923612967, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.75, "time": 0.7766382526606321, "total_loss": 1.6687998952402268} {"data_time": 0.016856794245541096, "eta_seconds": 72622.32982543856, "iteration": 176839, "loss_fcos_cls": 0.25891630980186164, "loss_fcos_ctr": 0.6217214725911617, "loss_fcos_loc": 0.20093592768535018, "loss_mask": 0.2693891180679202, "loss_maskiou": 0.00554214722069446, "loss_sem_seg": 0.2891819697106257, "lr": 0.01, "mask_rcnn/accuracy": 0.8958462858063923, "mask_rcnn/false_negative": 0.0925467205791883, "mask_rcnn/false_positive": 0.13007100791909487, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7784111350774765, "total_loss": 1.6609851842513308} {"data_time": 0.0166408633813262, "eta_seconds": 72606.73911047727, "iteration": 176859, "loss_fcos_cls": 0.2733525594230741, "loss_fcos_ctr": 0.6213149484246969, "loss_fcos_loc": 0.2078460359480232, "loss_mask": 0.27442014776170254, "loss_maskiou": 0.0060183554160175845, "loss_sem_seg": 0.28553834091871977, "lr": 0.01, "mask_rcnn/accuracy": 0.8743689299619218, "mask_rcnn/false_negative": 0.11366726418675402, "mask_rcnn/false_positive": 0.1396949656173351, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.7835170589387417, "total_loss": 1.6534412507498928} {"data_time": 0.018805548548698425, "eta_seconds": 72632.31577942241, "iteration": 176879, "loss_fcos_cls": 0.23918309854343534, "loss_fcos_ctr": 0.6207803697325289, "loss_fcos_loc": 0.1923159066354856, "loss_mask": 0.2696926179341972, "loss_maskiou": 0.005675088395946659, "loss_sem_seg": 0.25860450009349734, "lr": 0.01, "mask_rcnn/accuracy": 0.8774797895387396, "mask_rcnn/false_negative": 0.09498734920250876, "mask_rcnn/false_positive": 0.1369420217385817, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.7842231579124928, "total_loss": 1.6023594881407917} {"data_time": 0.01638966239988804, "eta_seconds": 72623.21968602575, "iteration": 176899, "loss_fcos_cls": 0.25472287903539836, "loss_fcos_ctr": 0.6206977218389511, "loss_fcos_loc": 0.19777551025617868, "loss_mask": 0.27881961315870285, "loss_maskiou": 0.005842509774083737, "loss_sem_seg": 0.2902420968748629, "lr": 0.01, "mask_rcnn/accuracy": 0.8755704440624864, "mask_rcnn/false_negative": 0.10533923396509909, "mask_rcnn/false_positive": 0.14481443462177684, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.5, "time": 0.7682132888585329, "total_loss": 1.642632448223594} {"data_time": 0.01570204272866249, "eta_seconds": 72634.54502757266, "iteration": 176919, "loss_fcos_cls": 0.2596463495865464, "loss_fcos_ctr": 0.6218525841832161, "loss_fcos_loc": 0.20280241896398365, "loss_mask": 0.28346376679837704, "loss_maskiou": 0.005599734038696624, "loss_sem_seg": 0.2656457545235753, "lr": 0.01, "mask_rcnn/accuracy": 0.8765403708738221, "mask_rcnn/false_negative": 0.10013605273804575, "mask_rcnn/false_positive": 0.13217994871590055, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.75, "time": 0.7871393309906125, "total_loss": 1.6337193424260477} {"data_time": 0.016734223812818527, "eta_seconds": 72544.3762506321, "iteration": 176939, "loss_fcos_cls": 0.25492604030296206, "loss_fcos_ctr": 0.6192984841763973, "loss_fcos_loc": 0.19048152724280953, "loss_mask": 0.2683823215775192, "loss_maskiou": 0.005971214879537001, "loss_sem_seg": 0.31477480474859476, "lr": 0.01, "mask_rcnn/accuracy": 0.8827049628399368, "mask_rcnn/false_negative": 0.12840313179132418, "mask_rcnn/false_positive": 0.11570431621171554, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7723662173375487, "total_loss": 1.6588606411896762} {"data_time": 0.016123228706419468, "eta_seconds": 72496.1641378589, "iteration": 176959, "loss_fcos_cls": 0.25562980491667986, "loss_fcos_ctr": 0.6200144104659557, "loss_fcos_loc": 0.19423124025342986, "loss_mask": 0.2683914490044117, "loss_maskiou": 0.006092815019655973, "loss_sem_seg": 0.2873201398178935, "lr": 0.01, "mask_rcnn/accuracy": 0.8736679807839851, "mask_rcnn/false_negative": 0.1128584044773671, "mask_rcnn/false_positive": 0.1691287239916468, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 25.25, "time": 0.7724553784355521, "total_loss": 1.6384197527368087} {"data_time": 0.016297507099807262, "eta_seconds": 72497.98664855585, "iteration": 176979, "loss_fcos_cls": 0.25941754784435034, "loss_fcos_ctr": 0.619271825067699, "loss_fcos_loc": 0.19727752229664475, "loss_mask": 0.27808984089642763, "loss_maskiou": 0.005926146586716641, "loss_sem_seg": 0.2739955014549196, "lr": 0.01, "mask_rcnn/accuracy": 0.8671018147560063, "mask_rcnn/false_negative": 0.1046113346989769, "mask_rcnn/false_positive": 0.16975401348601854, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.7830071961507201, "total_loss": 1.6261336622192175} {"data_time": 0.01662830449640751, "eta_seconds": 72425.69583460689, "iteration": 176999, "loss_fcos_cls": 0.24795087589882314, "loss_fcos_ctr": 0.620880488306284, "loss_fcos_loc": 0.19752213940955698, "loss_mask": 0.26953565049916506, "loss_maskiou": 0.005437458588858135, "loss_sem_seg": 0.30578818498179317, "lr": 0.01, "mask_rcnn/accuracy": 0.884125459089016, "mask_rcnn/false_negative": 0.0899849723644329, "mask_rcnn/false_positive": 0.13707691667910318, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7787104099988937, "total_loss": 1.6456330527435057} {"data_time": 0.015965730883181095, "eta_seconds": 72395.91124673467, "iteration": 177019, "loss_fcos_cls": 0.26093721901997924, "loss_fcos_ctr": 0.6216433504596353, "loss_fcos_loc": 0.19845625502057374, "loss_mask": 0.2760999957099557, "loss_maskiou": 0.005415594387159217, "loss_sem_seg": 0.2943605645559728, "lr": 0.01, "mask_rcnn/accuracy": 0.8762216737344288, "mask_rcnn/false_negative": 0.09384196605187808, "mask_rcnn/false_positive": 0.13477776607994948, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.25, "time": 0.77792629878968, "total_loss": 1.654592214828881} {"data_time": 0.016248336993157864, "eta_seconds": 72380.33905214723, "iteration": 177039, "loss_fcos_cls": 0.2612500707618892, "loss_fcos_ctr": 0.6206725211814046, "loss_fcos_loc": 0.20904842566233128, "loss_mask": 0.26041893381625414, "loss_maskiou": 0.005107149816467427, "loss_sem_seg": 0.316175461281091, "lr": 0.01, "mask_rcnn/accuracy": 0.8808385575890275, "mask_rcnn/false_negative": 0.08620042307040204, "mask_rcnn/false_positive": 0.13894228112493584, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7795979045331478, "total_loss": 1.690794981957879} {"data_time": 0.015618431381881237, "eta_seconds": 72354.69755943958, "iteration": 177059, "loss_fcos_cls": 0.2708684760145843, "loss_fcos_ctr": 0.6199858682230115, "loss_fcos_loc": 0.1971882019424811, "loss_mask": 0.26721700467169285, "loss_maskiou": 0.005372686879127286, "loss_sem_seg": 0.30646020104177296, "lr": 0.01, "mask_rcnn/accuracy": 0.8688034588835534, "mask_rcnn/false_negative": 0.11763792108492148, "mask_rcnn/false_positive": 0.15856921215577735, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.75, "time": 0.7803546357899904, "total_loss": 1.6691194725135574} {"data_time": 0.015839644707739353, "eta_seconds": 72329.8037740225, "iteration": 177079, "loss_fcos_cls": 0.26840072707273066, "loss_fcos_ctr": 0.6204362213611603, "loss_fcos_loc": 0.19465109682641923, "loss_mask": 0.26414587162435055, "loss_maskiou": 0.005915221350733191, "loss_sem_seg": 0.316175224725157, "lr": 0.01, "mask_rcnn/accuracy": 0.894855562963822, "mask_rcnn/false_negative": 0.10288714382179572, "mask_rcnn/false_positive": 0.12433311856154167, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.5, "time": 0.7522352701053023, "total_loss": 1.6498822146531893} {"data_time": 0.015955516137182713, "eta_seconds": 72314.23575306404, "iteration": 177099, "loss_fcos_cls": 0.2588213626295328, "loss_fcos_ctr": 0.6212426740676165, "loss_fcos_loc": 0.20203846460208297, "loss_mask": 0.28097755182534456, "loss_maskiou": 0.006187525170389563, "loss_sem_seg": 0.29047050327062607, "lr": 0.01, "mask_rcnn/accuracy": 0.8936368373568939, "mask_rcnn/false_negative": 0.08534588427007875, "mask_rcnn/false_positive": 0.1333010242700585, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7781776152551174, "total_loss": 1.6512420473591192} {"data_time": 0.014763381332159042, "eta_seconds": 72282.86923490837, "iteration": 177119, "loss_fcos_cls": 0.26085218181833625, "loss_fcos_ctr": 0.6199266687035561, "loss_fcos_loc": 0.19811124552506953, "loss_mask": 0.2781654358841479, "loss_maskiou": 0.005458152234496083, "loss_sem_seg": 0.2968591311946511, "lr": 0.01, "mask_rcnn/accuracy": 0.8765478101352902, "mask_rcnn/false_negative": 0.10245501348301392, "mask_rcnn/false_positive": 0.14655166763418362, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7773799346759915, "total_loss": 1.663090964728326} {"data_time": 0.0173649238422513, "eta_seconds": 72234.88496150728, "iteration": 177139, "loss_fcos_cls": 0.27580492245033383, "loss_fcos_ctr": 0.6229379884898663, "loss_fcos_loc": 0.21350240986794233, "loss_mask": 0.27814736496657133, "loss_maskiou": 0.005917065238463692, "loss_sem_seg": 0.3257496196310967, "lr": 0.01, "mask_rcnn/accuracy": 0.8672257146906381, "mask_rcnn/false_negative": 0.1018332679873947, "mask_rcnn/false_positive": 0.14124151166997523, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.0, "time": 0.7828991068527102, "total_loss": 1.7135603538918076} {"data_time": 0.01839890517294407, "eta_seconds": 72267.53169018868, "iteration": 177159, "loss_fcos_cls": 0.27372448588721454, "loss_fcos_ctr": 0.6218846095725894, "loss_fcos_loc": 0.20909385557752103, "loss_mask": 0.266970032826066, "loss_maskiou": 0.005693548998351616, "loss_sem_seg": 0.2596851447597146, "lr": 0.01, "mask_rcnn/accuracy": 0.877094704160734, "mask_rcnn/false_negative": 0.09801842048439768, "mask_rcnn/false_positive": 0.16513607066668487, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.7833809787407517, "total_loss": 1.6838698267602012} {"data_time": 0.017251807264983654, "eta_seconds": 72259.43245602679, "iteration": 177179, "loss_fcos_cls": 0.2536977941635996, "loss_fcos_ctr": 0.6196377463638783, "loss_fcos_loc": 0.18888713978230953, "loss_mask": 0.2772946311160922, "loss_maskiou": 0.006472937777289189, "loss_sem_seg": 0.30458136182278395, "lr": 0.01, "mask_rcnn/accuracy": 0.8835879522263451, "mask_rcnn/false_negative": 0.07668925714361356, "mask_rcnn/false_positive": 0.13825746825940924, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.75, "time": 0.7882387423887849, "total_loss": 1.684461982047651} {"data_time": 0.01585321594029665, "eta_seconds": 72242.43927568942, "iteration": 177199, "loss_fcos_cls": 0.25467613618820906, "loss_fcos_ctr": 0.6206606598570943, "loss_fcos_loc": 0.19210605090484023, "loss_mask": 0.2662373115308583, "loss_maskiou": 0.006095560049288906, "loss_sem_seg": 0.27710215421393514, "lr": 0.01, "mask_rcnn/accuracy": 0.8688510754727328, "mask_rcnn/false_negative": 0.10121663470525638, "mask_rcnn/false_positive": 0.17779075428453656, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.7743167011067271, "total_loss": 1.6363922233758785} {"data_time": 0.015474030748009682, "eta_seconds": 72226.8699522391, "iteration": 177219, "loss_fcos_cls": 0.25933268188964576, "loss_fcos_ctr": 0.6245984034612775, "loss_fcos_loc": 0.20060552831273526, "loss_mask": 0.26365823298692703, "loss_maskiou": 0.0047159605819615535, "loss_sem_seg": 0.2968145441263914, "lr": 0.01, "mask_rcnn/accuracy": 0.8761837492293385, "mask_rcnn/false_negative": 0.08642931604150719, "mask_rcnn/false_positive": 0.14613217306726764, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.0, "time": 0.7665889207273722, "total_loss": 1.6474760598612193} {"data_time": 0.01671267580240965, "eta_seconds": 72219.60119248368, "iteration": 177239, "loss_fcos_cls": 0.24881764105521142, "loss_fcos_ctr": 0.6205571335740387, "loss_fcos_loc": 0.20019465463701636, "loss_mask": 0.2723838845267892, "loss_maskiou": 0.00520457218226511, "loss_sem_seg": 0.3077400689944625, "lr": 0.01, "mask_rcnn/accuracy": 0.8882273445092324, "mask_rcnn/false_negative": 0.08065259986318477, "mask_rcnn/false_positive": 0.15282480328268847, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7886284282431006, "total_loss": 1.6661371882073581} {"data_time": 0.015384320169687271, "eta_seconds": 72204.03007936664, "iteration": 177259, "loss_fcos_cls": 0.2563323643989861, "loss_fcos_ctr": 0.6210584314540029, "loss_fcos_loc": 0.19368022680282593, "loss_mask": 0.27168268989771605, "loss_maskiou": 0.005582195692113601, "loss_sem_seg": 0.2646772591397166, "lr": 0.01, "mask_rcnn/accuracy": 0.8736159052569815, "mask_rcnn/false_negative": 0.09031752387591672, "mask_rcnn/false_positive": 0.15819732301510228, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7846589544788003, "total_loss": 1.5974435616008122} {"data_time": 0.01591193489730358, "eta_seconds": 72174.12356443796, "iteration": 177279, "loss_fcos_cls": 0.26205012761056423, "loss_fcos_ctr": 0.6192769268527627, "loss_fcos_loc": 0.18823755026096478, "loss_mask": 0.26057939883321524, "loss_maskiou": 0.005183859364478849, "loss_sem_seg": 0.32520944718271494, "lr": 0.01, "mask_rcnn/accuracy": 0.907829973781741, "mask_rcnn/false_negative": 0.08799833021662518, "mask_rcnn/false_positive": 0.09793103066335446, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7720547784119844, "total_loss": 1.6592712875280995} {"data_time": 0.019182843156158924, "eta_seconds": 72133.33075101115, "iteration": 177299, "loss_fcos_cls": 0.26507548382505774, "loss_fcos_ctr": 0.6223490592092276, "loss_fcos_loc": 0.20940799894742668, "loss_mask": 0.28323882073163986, "loss_maskiou": 0.005885252998268697, "loss_sem_seg": 0.302636053878814, "lr": 0.01, "mask_rcnn/accuracy": 0.8633331516154471, "mask_rcnn/false_negative": 0.09690024674614633, "mask_rcnn/false_positive": 0.1591845795088634, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 27.25, "time": 0.7654096633195877, "total_loss": 1.6671694534597918} {"data_time": 0.01721961610019207, "eta_seconds": 72091.75178086106, "iteration": 177319, "loss_fcos_cls": 0.2572319181635976, "loss_fcos_ctr": 0.6207415098324418, "loss_fcos_loc": 0.19716966687701643, "loss_mask": 0.26330348663032055, "loss_maskiou": 0.00536349814501591, "loss_sem_seg": 0.3013009359128773, "lr": 0.01, "mask_rcnn/accuracy": 0.889611610194317, "mask_rcnn/false_negative": 0.08584462935541133, "mask_rcnn/false_positive": 0.1322808435924422, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.775912344455719, "total_loss": 1.6665905134286731} {"data_time": 0.015910359099507332, "eta_seconds": 72076.19481626619, "iteration": 177339, "loss_fcos_cls": 0.2602003054926172, "loss_fcos_ctr": 0.6218848703429103, "loss_fcos_loc": 0.20245133060961962, "loss_mask": 0.28027891647070646, "loss_maskiou": 0.005675979511579499, "loss_sem_seg": 0.3026174702681601, "lr": 0.01, "mask_rcnn/accuracy": 0.8544714449353625, "mask_rcnn/false_negative": 0.11528155384012273, "mask_rcnn/false_positive": 0.1544410121555596, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.25, "time": 0.7851144848391414, "total_loss": 1.6632734678278212} {"data_time": 0.01434282585978508, "eta_seconds": 72039.51588795148, "iteration": 177359, "loss_fcos_cls": 0.26576511131133884, "loss_fcos_ctr": 0.6223331014625728, "loss_fcos_loc": 0.20425967231858522, "loss_mask": 0.2719935905188322, "loss_maskiou": 0.005641295661916956, "loss_sem_seg": 0.2682991614565253, "lr": 0.01, "mask_rcnn/accuracy": 0.8807759986063969, "mask_rcnn/false_negative": 0.07311541290546734, "mask_rcnn/false_positive": 0.15508478263153375, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.777255923487246, "total_loss": 1.6421682060754392} {"data_time": 0.017227726988494396, "eta_seconds": 72062.87641715072, "iteration": 177379, "loss_fcos_cls": 0.2589627895504236, "loss_fcos_ctr": 0.6179629759863019, "loss_fcos_loc": 0.19880710216239095, "loss_mask": 0.27352342661470175, "loss_maskiou": 0.005980072979582474, "loss_sem_seg": 0.30226050270721316, "lr": 0.01, "mask_rcnn/accuracy": 0.8780629790604525, "mask_rcnn/false_negative": 0.08243205976351535, "mask_rcnn/false_positive": 0.15106113513630975, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.0, "time": 0.7900960650295019, "total_loss": 1.6627030122035649} {"data_time": 0.016373414546251297, "eta_seconds": 72085.72813392151, "iteration": 177399, "loss_fcos_cls": 0.26115688728168607, "loss_fcos_ctr": 0.6193943098187447, "loss_fcos_loc": 0.19741120049729943, "loss_mask": 0.27482438273727894, "loss_maskiou": 0.005452815355965868, "loss_sem_seg": 0.28860856872051954, "lr": 0.01, "mask_rcnn/accuracy": 0.8868212463556852, "mask_rcnn/false_negative": 0.10656245005544163, "mask_rcnn/false_positive": 0.12893917231349927, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7913243882358074, "total_loss": 1.6638389177242061} {"data_time": 0.01557615865021944, "eta_seconds": 72065.14741772879, "iteration": 177419, "loss_fcos_cls": 0.26944316318258643, "loss_fcos_ctr": 0.6200068481266499, "loss_fcos_loc": 0.20723954640561715, "loss_mask": 0.27563222497701645, "loss_maskiou": 0.005782381434983108, "loss_sem_seg": 0.3084785910323262, "lr": 0.01, "mask_rcnn/accuracy": 0.8961048741358892, "mask_rcnn/false_negative": 0.09115131082857932, "mask_rcnn/false_positive": 0.13290887774498503, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.7791874203830957, "total_loss": 1.687453425663989} {"data_time": 0.015229720622301102, "eta_seconds": 72049.57939677034, "iteration": 177439, "loss_fcos_cls": 0.2605553057510406, "loss_fcos_ctr": 0.6190250525251031, "loss_fcos_loc": 0.1984429624862969, "loss_mask": 0.27473163045942783, "loss_maskiou": 0.005614255373075139, "loss_sem_seg": 0.2952528477180749, "lr": 0.01, "mask_rcnn/accuracy": 0.9005347331240189, "mask_rcnn/false_negative": 0.07901601070194275, "mask_rcnn/false_positive": 0.14853731538821127, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 22.0, "time": 0.7696117050945759, "total_loss": 1.6240772358360118} {"data_time": 0.01683539990335703, "eta_seconds": 72046.47957677767, "iteration": 177459, "loss_fcos_cls": 0.25082119391299784, "loss_fcos_ctr": 0.6178319612517953, "loss_fcos_loc": 0.19356800382956862, "loss_mask": 0.289677269756794, "loss_maskiou": 0.006680653736111708, "loss_sem_seg": 0.243628466501832, "lr": 0.01, "mask_rcnn/accuracy": 0.8803604564295353, "mask_rcnn/false_negative": 0.1080534039339716, "mask_rcnn/false_positive": 0.14314437722686854, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7971743028610945, "total_loss": 1.6177805638581049} {"data_time": 0.01693661417812109, "eta_seconds": 72023.45171951223, "iteration": 177479, "loss_fcos_cls": 0.26115165022201836, "loss_fcos_ctr": 0.6189349880442023, "loss_fcos_loc": 0.2015417973161675, "loss_mask": 0.2701448923908174, "loss_maskiou": 0.0055801595153752714, "loss_sem_seg": 0.28160095401108265, "lr": 0.01, "mask_rcnn/accuracy": 0.882149025627778, "mask_rcnn/false_negative": 0.08706707030341898, "mask_rcnn/false_positive": 0.140729043480058, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 23.0, "time": 0.7644706228747964, "total_loss": 1.6549577681580558} {"data_time": 0.016694474034011364, "eta_seconds": 72015.33814559504, "iteration": 177499, "loss_fcos_cls": 0.264464687788859, "loss_fcos_ctr": 0.6186625990085304, "loss_fcos_loc": 0.20356923277722672, "loss_mask": 0.28138759173452854, "loss_maskiou": 0.005158171981747728, "loss_sem_seg": 0.2913147227372974, "lr": 0.01, "mask_rcnn/accuracy": 0.8661030290494576, "mask_rcnn/false_negative": 0.09940861012449437, "mask_rcnn/false_positive": 0.14801694501557566, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 23.75, "time": 0.7831370001658797, "total_loss": 1.6380020062351832} {"data_time": 0.016803975217044353, "eta_seconds": 72007.93131434731, "iteration": 177519, "loss_fcos_cls": 0.25323263509199023, "loss_fcos_ctr": 0.6194399129599333, "loss_fcos_loc": 0.19204411946702749, "loss_mask": 0.28075070306658745, "loss_maskiou": 0.005022014433052391, "loss_sem_seg": 0.25677314517088234, "lr": 0.01, "mask_rcnn/accuracy": 0.869460831207483, "mask_rcnn/false_negative": 0.1000076350053532, "mask_rcnn/false_positive": 0.1493769859761192, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7932891445234418, "total_loss": 1.5854070382119971} {"data_time": 0.015539909712970257, "eta_seconds": 72044.44807604142, "iteration": 177539, "loss_fcos_cls": 0.24180930387228727, "loss_fcos_ctr": 0.6182756423950195, "loss_fcos_loc": 0.19005439872853458, "loss_mask": 0.2683795467019081, "loss_maskiou": 0.005828032495628577, "loss_sem_seg": 0.25731703266501427, "lr": 0.01, "mask_rcnn/accuracy": 0.8971089115211163, "mask_rcnn/false_negative": 0.0987723285486187, "mask_rcnn/false_positive": 0.11015004507811024, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7688476853072643, "total_loss": 1.5865167907031719} {"data_time": 0.017816497944295406, "eta_seconds": 72054.75144841895, "iteration": 177559, "loss_fcos_cls": 0.2509662800002843, "loss_fcos_ctr": 0.6154591599479318, "loss_fcos_loc": 0.1868414676282555, "loss_mask": 0.2614034558646381, "loss_maskiou": 0.005352198611944914, "loss_sem_seg": 0.26191372104221955, "lr": 0.01, "mask_rcnn/accuracy": 0.8840831787260359, "mask_rcnn/false_negative": 0.08538055216685132, "mask_rcnn/false_positive": 0.12068334397732053, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7951900893822312, "total_loss": 1.5800192290334962} {"data_time": 0.01639426499605179, "eta_seconds": 72039.16209922358, "iteration": 177579, "loss_fcos_cls": 0.2557264205534011, "loss_fcos_ctr": 0.61940355040133, "loss_fcos_loc": 0.19342355558183044, "loss_mask": 0.2744129095226526, "loss_maskiou": 0.005199827095566434, "loss_sem_seg": 0.2546463254839182, "lr": 0.01, "mask_rcnn/accuracy": 0.8848279587765957, "mask_rcnn/false_negative": 0.09813563212784268, "mask_rcnn/false_positive": 0.14118068517278493, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7672106334939599, "total_loss": 1.608547278054175} {"data_time": 0.015498469583690166, "eta_seconds": 72003.20737153012, "iteration": 177599, "loss_fcos_cls": 0.24967511440627277, "loss_fcos_ctr": 0.6200247169472277, "loss_fcos_loc": 0.1946722599095665, "loss_mask": 0.2678049076348543, "loss_maskiou": 0.004845194391236873, "loss_sem_seg": 0.29461388755589724, "lr": 0.01, "mask_rcnn/accuracy": 0.8708681873912356, "mask_rcnn/false_negative": 0.08238819482915799, "mask_rcnn/false_positive": 0.1600253241439059, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7706061191856861, "total_loss": 1.6259644241108617} {"data_time": 0.01673494465649128, "eta_seconds": 72007.98340083286, "iteration": 177619, "loss_fcos_cls": 0.2506398460827768, "loss_fcos_ctr": 0.6221035560593009, "loss_fcos_loc": 0.20249292301014066, "loss_mask": 0.2648047683760524, "loss_maskiou": 0.005864276266947854, "loss_sem_seg": 0.25506593426689506, "lr": 0.01, "mask_rcnn/accuracy": 0.8856223195800059, "mask_rcnn/false_negative": 0.09776999307206882, "mask_rcnn/false_positive": 0.1411109095180608, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.7731047486886382, "total_loss": 1.6130488324124599} {"data_time": 0.014723602682352066, "eta_seconds": 71992.3940516375, "iteration": 177639, "loss_fcos_cls": 0.24304970970842987, "loss_fcos_ctr": 0.6156853102147579, "loss_fcos_loc": 0.1865580043522641, "loss_mask": 0.262313574552536, "loss_maskiou": 0.005536254451726563, "loss_sem_seg": 0.2638858475256711, "lr": 0.01, "mask_rcnn/accuracy": 0.8696503326605367, "mask_rcnn/false_negative": 0.10383838496665508, "mask_rcnn/false_positive": 0.14358815518841622, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7900483282282948, "total_loss": 1.6030649638269097} {"data_time": 0.01713439915329218, "eta_seconds": 72013.30605545081, "iteration": 177659, "loss_fcos_cls": 0.2629723595455289, "loss_fcos_ctr": 0.6167941372841597, "loss_fcos_loc": 0.18907664954895154, "loss_mask": 0.26517662685364485, "loss_maskiou": 0.0052221715450286865, "loss_sem_seg": 0.26900083338841796, "lr": 0.01, "mask_rcnn/accuracy": 0.88156356292517, "mask_rcnn/false_negative": 0.09954469249808993, "mask_rcnn/false_positive": 0.1333073262244231, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7937153056263924, "total_loss": 1.6173522574754315} {"data_time": 0.016043066047132015, "eta_seconds": 71961.21535324678, "iteration": 177679, "loss_fcos_cls": 0.2548390538431704, "loss_fcos_ctr": 0.6189470356330276, "loss_fcos_loc": 0.19560646591708064, "loss_mask": 0.26160956267267466, "loss_maskiou": 0.005357364716473967, "loss_sem_seg": 0.25027095060795546, "lr": 0.01, "mask_rcnn/accuracy": 0.8835124850322782, "mask_rcnn/false_negative": 0.09612771714558088, "mask_rcnn/false_positive": 0.14873654253978574, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.766738192178309, "total_loss": 1.5903421771072317} {"data_time": 0.017138184048235416, "eta_seconds": 71925.2826657677, "iteration": 177699, "loss_fcos_cls": 0.2511600907891989, "loss_fcos_ctr": 0.6231750599108636, "loss_fcos_loc": 0.20208371395710856, "loss_mask": 0.2958601275458932, "loss_maskiou": 0.005588167667156085, "loss_sem_seg": 0.2619010675698519, "lr": 0.01, "mask_rcnn/accuracy": 0.890326176598498, "mask_rcnn/false_negative": 0.09210430446878148, "mask_rcnn/false_positive": 0.14250674942468528, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.7790072793141007, "total_loss": 1.635535766978137} {"data_time": 0.015252970159053802, "eta_seconds": 71852.20650316589, "iteration": 177719, "loss_fcos_cls": 0.25372264394536614, "loss_fcos_ctr": 0.6217080391943455, "loss_fcos_loc": 0.19246715196641162, "loss_mask": 0.281358412001282, "loss_maskiou": 0.0062587216816609725, "loss_sem_seg": 0.2510016681626439, "lr": 0.01, "mask_rcnn/accuracy": 0.8880566492901508, "mask_rcnn/false_negative": 0.09934167592416426, "mask_rcnn/false_positive": 0.10865040487156519, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.0, "time": 0.7593976370990276, "total_loss": 1.6091049668175401} {"data_time": 0.01731725037097931, "eta_seconds": 71864.14781505428, "iteration": 177739, "loss_fcos_cls": 0.2595951622352004, "loss_fcos_ctr": 0.6201236676424742, "loss_fcos_loc": 0.19430882763117552, "loss_mask": 0.272938534617424, "loss_maskiou": 0.005640746108838357, "loss_sem_seg": 0.24337332602590322, "lr": 0.01, "mask_rcnn/accuracy": 0.8811715283939663, "mask_rcnn/false_negative": 0.10694459377728405, "mask_rcnn/false_positive": 0.15478511294738528, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.7827388923615217, "total_loss": 1.5944278097595088} {"data_time": 0.015653353184461594, "eta_seconds": 71878.52784231026, "iteration": 177759, "loss_fcos_cls": 0.25224668672308326, "loss_fcos_ctr": 0.620684202760458, "loss_fcos_loc": 0.1905090727377683, "loss_mask": 0.2904791161417961, "loss_maskiou": 0.006435494608012959, "loss_sem_seg": 0.282228697091341, "lr": 0.01, "mask_rcnn/accuracy": 0.8919239496433158, "mask_rcnn/false_negative": 0.09641826986664506, "mask_rcnn/false_positive": 0.14206064607460778, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7890430428087711, "total_loss": 1.6258932130876929} {"data_time": 0.01739336270838976, "eta_seconds": 71840.83030562568, "iteration": 177779, "loss_fcos_cls": 0.26111389813013375, "loss_fcos_ctr": 0.6236170521005988, "loss_fcos_loc": 0.20584941771812737, "loss_mask": 0.27998637687414885, "loss_maskiou": 0.005756375889177434, "loss_sem_seg": 0.2774084974080324, "lr": 0.01, "mask_rcnn/accuracy": 0.8806533602451969, "mask_rcnn/false_negative": 0.10668324298281899, "mask_rcnn/false_positive": 0.1502630167693144, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.5, "time": 0.7798688635230064, "total_loss": 1.6376744476729073} {"data_time": 0.01575912069529295, "eta_seconds": 71829.0312241111, "iteration": 177799, "loss_fcos_cls": 0.27220479189418256, "loss_fcos_ctr": 0.6212690724059939, "loss_fcos_loc": 0.20540186413563788, "loss_mask": 0.26003927923738956, "loss_maskiou": 0.005146355819306336, "loss_sem_seg": 0.29672406893223524, "lr": 0.01, "mask_rcnn/accuracy": 0.8781874224230004, "mask_rcnn/false_negative": 0.1031240974432217, "mask_rcnn/false_positive": 0.13522665410714768, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7890603234991431, "total_loss": 1.649240217755505} {"data_time": 0.01622159406542778, "eta_seconds": 71821.99587770831, "iteration": 177819, "loss_fcos_cls": 0.2525138948112726, "loss_fcos_ctr": 0.6196098662912846, "loss_fcos_loc": 0.19230659073218703, "loss_mask": 0.260421515442431, "loss_maskiou": 0.0056076153050526045, "loss_sem_seg": 0.2569668544456363, "lr": 0.01, "mask_rcnn/accuracy": 0.8781452922077921, "mask_rcnn/false_negative": 0.09777391509662242, "mask_rcnn/false_positive": 0.14850611064625546, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 33.75, "time": 0.7791157262399793, "total_loss": 1.5923410023242468} {"data_time": 0.01583399437367916, "eta_seconds": 71797.86929258145, "iteration": 177839, "loss_fcos_cls": 0.24837412510532886, "loss_fcos_ctr": 0.6211847579106688, "loss_fcos_loc": 0.19642679998651147, "loss_mask": 0.2724047377705574, "loss_maskiou": 0.0057768975966610014, "loss_sem_seg": 0.26889198808930814, "lr": 0.01, "mask_rcnn/accuracy": 0.8786203540667827, "mask_rcnn/false_negative": 0.12203172949908696, "mask_rcnn/false_positive": 0.11858561639080933, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.7757028564810753, "total_loss": 1.6113688631885452} {"data_time": 0.0165623826906085, "eta_seconds": 71771.12439963408, "iteration": 177859, "loss_fcos_cls": 0.2434349860996008, "loss_fcos_ctr": 0.620242862496525, "loss_fcos_loc": 0.19212288479320705, "loss_mask": 0.2658193209208548, "loss_maskiou": 0.004794235865119845, "loss_sem_seg": 0.29870643094182014, "lr": 0.01, "mask_rcnn/accuracy": 0.8874079163777235, "mask_rcnn/false_negative": 0.09594505099522173, "mask_rcnn/false_positive": 0.13215364861786513, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7744053639471531, "total_loss": 1.6420290460810065} {"data_time": 0.01431184634566307, "eta_seconds": 71745.8892721301, "iteration": 177879, "loss_fcos_cls": 0.254461782053113, "loss_fcos_ctr": 0.6200451077893376, "loss_fcos_loc": 0.19940056500490755, "loss_mask": 0.2727014939300716, "loss_maskiou": 0.006036130740540102, "loss_sem_seg": 0.2852216404862702, "lr": 0.01, "mask_rcnn/accuracy": 0.8841468346945152, "mask_rcnn/false_negative": 0.10182959321181974, "mask_rcnn/false_positive": 0.14916303981125884, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 39.25, "time": 0.7623889027163386, "total_loss": 1.6408615604159422} {"data_time": 0.01740194670855999, "eta_seconds": 71739.9673145581, "iteration": 177899, "loss_fcos_cls": 0.25645776675082743, "loss_fcos_ctr": 0.6222658520564437, "loss_fcos_loc": 0.19988632726017386, "loss_mask": 0.26901388354599476, "loss_maskiou": 0.0054593879176536575, "loss_sem_seg": 0.26241061778273433, "lr": 0.01, "mask_rcnn/accuracy": 0.8736322725437207, "mask_rcnn/false_negative": 0.10252190436248876, "mask_rcnn/false_positive": 0.12172320158770798, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.75, "time": 0.7824646253138781, "total_loss": 1.6124899567148532} {"data_time": 0.01727507170289755, "eta_seconds": 71735.54542952217, "iteration": 177919, "loss_fcos_cls": 0.261120249517262, "loss_fcos_ctr": 0.6200180100277066, "loss_fcos_loc": 0.19420151424128562, "loss_mask": 0.2774936407804489, "loss_maskiou": 0.005503892127308063, "loss_sem_seg": 0.27388226334005594, "lr": 0.01, "mask_rcnn/accuracy": 0.8814333545918367, "mask_rcnn/false_negative": 0.10119990644155204, "mask_rcnn/false_positive": 0.160408060504812, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.25, "time": 0.7844265745952725, "total_loss": 1.6193732460524188} {"data_time": 0.016553795896470547, "eta_seconds": 71719.96446375735, "iteration": 177939, "loss_fcos_cls": 0.24451441131532192, "loss_fcos_ctr": 0.6188206560909748, "loss_fcos_loc": 0.1884501070016995, "loss_mask": 0.25435202987864614, "loss_maskiou": 0.0052311083127278835, "loss_sem_seg": 0.28675349499098957, "lr": 0.01, "mask_rcnn/accuracy": 0.8913525597778844, "mask_rcnn/false_negative": 0.082467075422296, "mask_rcnn/false_positive": 0.12707430432018113, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7750074323266745, "total_loss": 1.6171599741646787} {"data_time": 0.0167525177821517, "eta_seconds": 71712.91613868531, "iteration": 177959, "loss_fcos_cls": 0.2484147408977151, "loss_fcos_ctr": 0.6184321790933609, "loss_fcos_loc": 0.1931530386209488, "loss_mask": 0.26197192445397377, "loss_maskiou": 0.005037299153627828, "loss_sem_seg": 0.28662920370697975, "lr": 0.01, "mask_rcnn/accuracy": 0.8797523943788041, "mask_rcnn/false_negative": 0.10018863395544311, "mask_rcnn/false_positive": 0.12162250882851075, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.25, "time": 0.7751082247123122, "total_loss": 1.639192640359397} {"data_time": 0.015132474713027477, "eta_seconds": 71697.33331882488, "iteration": 177979, "loss_fcos_cls": 0.2589826358598657, "loss_fcos_ctr": 0.6206656713038683, "loss_fcos_loc": 0.19470204610843211, "loss_mask": 0.2750848699361086, "loss_maskiou": 0.005615333255263977, "loss_sem_seg": 0.24494186497759074, "lr": 0.01, "mask_rcnn/accuracy": 0.8723339653983577, "mask_rcnn/false_negative": 0.10627004897042919, "mask_rcnn/false_positive": 0.13764472477752326, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7826329004019499, "total_loss": 1.6032027466062573} {"data_time": 0.01574030425399542, "eta_seconds": 71691.50854848046, "iteration": 177999, "loss_fcos_cls": 0.25505717913620174, "loss_fcos_ctr": 0.621161247137934, "loss_fcos_loc": 0.19828989612869918, "loss_mask": 0.2681415192782879, "loss_maskiou": 0.005844245359185152, "loss_sem_seg": 0.24101109930779785, "lr": 0.01, "mask_rcnn/accuracy": 0.8745817620526471, "mask_rcnn/false_negative": 0.09119013230263395, "mask_rcnn/false_positive": 0.16086162025590256, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 34.0, "time": 0.7782019628211856, "total_loss": 1.5985622158113983} {"data_time": 0.01560921873897314, "eta_seconds": 71666.16767910402, "iteration": 178019, "loss_fcos_cls": 0.2409835837315768, "loss_fcos_ctr": 0.622038159519434, "loss_fcos_loc": 0.19924257136881351, "loss_mask": 0.27556013502180576, "loss_maskiou": 0.005224764463491738, "loss_sem_seg": 0.23433955456130207, "lr": 0.01, "mask_rcnn/accuracy": 0.8887963821892393, "mask_rcnn/false_negative": 0.10939211855916688, "mask_rcnn/false_positive": 0.11738793822620394, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.5, "time": 0.7600876558572054, "total_loss": 1.5888682400764083} {"data_time": 0.016358730383217335, "eta_seconds": 71650.5848592436, "iteration": 178039, "loss_fcos_cls": 0.25019489554688334, "loss_fcos_ctr": 0.6163148186169565, "loss_fcos_loc": 0.19099401769926772, "loss_mask": 0.26547278091311455, "loss_maskiou": 0.005800035742140608, "loss_sem_seg": 0.2740246416069567, "lr": 0.01, "mask_rcnn/accuracy": 0.905624568668047, "mask_rcnn/false_negative": 0.07978399204383052, "mask_rcnn/false_positive": 0.14279046910175736, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.5, "time": 0.786258103325963, "total_loss": 1.602520487655056} {"data_time": 0.0161508871242404, "eta_seconds": 71635.00203938317, "iteration": 178059, "loss_fcos_cls": 0.2408215245231986, "loss_fcos_ctr": 0.6189362462610006, "loss_fcos_loc": 0.19428744073957205, "loss_mask": 0.26840819511562586, "loss_maskiou": 0.005689256016921718, "loss_sem_seg": 0.27698534028604627, "lr": 0.01, "mask_rcnn/accuracy": 0.8761745323129252, "mask_rcnn/false_negative": 0.10030755148821746, "mask_rcnn/false_positive": 0.14914015886582754, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 34.5, "time": 0.7851881021633744, "total_loss": 1.608116427087225} {"data_time": 0.015512429177761078, "eta_seconds": 71643.21262184996, "iteration": 178079, "loss_fcos_cls": 0.25326027418486774, "loss_fcos_ctr": 0.6197551442310214, "loss_fcos_loc": 0.19137811614200473, "loss_mask": 0.26868500653654337, "loss_maskiou": 0.005384378564485814, "loss_sem_seg": 0.2731017635669559, "lr": 0.01, "mask_rcnn/accuracy": 0.889688795938796, "mask_rcnn/false_negative": 0.0821348875448594, "mask_rcnn/false_positive": 0.12304044824694076, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.25, "time": 0.7917921403422952, "total_loss": 1.6108959948542179} {"data_time": 0.017600897699594498, "eta_seconds": 71613.58384271804, "iteration": 178099, "loss_fcos_cls": 0.2518360820831731, "loss_fcos_ctr": 0.6237944737076759, "loss_fcos_loc": 0.19891611800994724, "loss_mask": 0.26820935867726803, "loss_maskiou": 0.005813070165459067, "loss_sem_seg": 0.2539868513122201, "lr": 0.01, "mask_rcnn/accuracy": 0.8791260684384026, "mask_rcnn/false_negative": 0.09935022572889539, "mask_rcnn/false_positive": 0.14472489384388357, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7563049141317606, "total_loss": 1.6037129369215108} {"data_time": 0.01593249849975109, "eta_seconds": 71614.13585236017, "iteration": 178119, "loss_fcos_cls": 0.24890245031565428, "loss_fcos_ctr": 0.6183324633166194, "loss_fcos_loc": 0.19891563011333346, "loss_mask": 0.272713934071362, "loss_maskiou": 0.005844596933457069, "loss_sem_seg": 0.29707460664212704, "lr": 0.01, "mask_rcnn/accuracy": 0.8805014489607128, "mask_rcnn/false_negative": 0.11299111403953993, "mask_rcnn/false_positive": 0.12658104971072903, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.25, "time": 0.788475751876831, "total_loss": 1.6336539862240897} {"data_time": 0.016678545624017715, "eta_seconds": 71582.41396041308, "iteration": 178139, "loss_fcos_cls": 0.2527179145254195, "loss_fcos_ctr": 0.6206025751307607, "loss_fcos_loc": 0.20309583330526948, "loss_mask": 0.27426070254296064, "loss_maskiou": 0.005516382101632189, "loss_sem_seg": 0.2799211590318009, "lr": 0.01, "mask_rcnn/accuracy": 0.880547932928738, "mask_rcnn/false_negative": 0.09084342782700136, "mask_rcnn/false_positive": 0.1384726030853059, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.25, "time": 0.7519415421411395, "total_loss": 1.6324445152131375} {"data_time": 0.01631997525691986, "eta_seconds": 71542.42773822881, "iteration": 178159, "loss_fcos_cls": 0.24271084397332743, "loss_fcos_ctr": 0.6219826769083738, "loss_fcos_loc": 0.20369349198881537, "loss_mask": 0.27251255977898836, "loss_maskiou": 0.005369174090446904, "loss_sem_seg": 0.26084597781300545, "lr": 0.01, "mask_rcnn/accuracy": 0.8901908655028277, "mask_rcnn/false_negative": 0.08207258596129291, "mask_rcnn/false_positive": 0.13240721309459785, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.25, "time": 0.7651301203295588, "total_loss": 1.6078154425122193} {"data_time": 0.01643060240894556, "eta_seconds": 71522.97941363789, "iteration": 178179, "loss_fcos_cls": 0.24718181788921356, "loss_fcos_ctr": 0.6197076039388776, "loss_fcos_loc": 0.19303754135034978, "loss_mask": 0.27470983006060123, "loss_maskiou": 0.005413710638094926, "loss_sem_seg": 0.27416241983883083, "lr": 0.01, "mask_rcnn/accuracy": 0.8902630308880308, "mask_rcnn/false_negative": 0.09811244110820533, "mask_rcnn/false_positive": 0.13887178386382668, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7837865240871906, "total_loss": 1.617005862055521} {"data_time": 0.015825768001377583, "eta_seconds": 71502.42132190056, "iteration": 178199, "loss_fcos_cls": 0.26175682013854384, "loss_fcos_ctr": 0.6179300555959344, "loss_fcos_loc": 0.19531149649992585, "loss_mask": 0.27380271442234516, "loss_maskiou": 0.005426451039966196, "loss_sem_seg": 0.2622182401828468, "lr": 0.01, "mask_rcnn/accuracy": 0.8773956698063841, "mask_rcnn/false_negative": 0.08492235425532665, "mask_rcnn/false_positive": 0.15432261102454137, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.5, "time": 0.7720376886427402, "total_loss": 1.6265903705389064} {"data_time": 0.016579612158238888, "eta_seconds": 71495.68885620125, "iteration": 178219, "loss_fcos_cls": 0.2497046822682023, "loss_fcos_ctr": 0.6205378249287605, "loss_fcos_loc": 0.1980041255010292, "loss_mask": 0.2678921492770314, "loss_maskiou": 0.005109734775032848, "loss_sem_seg": 0.2598844328895211, "lr": 0.01, "mask_rcnn/accuracy": 0.8755257683430515, "mask_rcnn/false_negative": 0.08593909957896814, "mask_rcnn/false_positive": 0.13799933706715206, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.75, "time": 0.7832225980237126, "total_loss": 1.608603222957754} {"data_time": 0.014917824417352676, "eta_seconds": 71480.10922885872, "iteration": 178239, "loss_fcos_cls": 0.25463653542101383, "loss_fcos_ctr": 0.6191983073949814, "loss_fcos_loc": 0.1985866439063102, "loss_mask": 0.276370408013463, "loss_maskiou": 0.005803688836749643, "loss_sem_seg": 0.27239684760570526, "lr": 0.01, "mask_rcnn/accuracy": 0.8668531928900594, "mask_rcnn/false_negative": 0.12051274521963004, "mask_rcnn/false_positive": 0.13599545595860518, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7890432355925441, "total_loss": 1.6545756130071823} {"data_time": 0.01692109927535057, "eta_seconds": 71450.38211311307, "iteration": 178259, "loss_fcos_cls": 0.25455765915103257, "loss_fcos_ctr": 0.6191832330077887, "loss_fcos_loc": 0.19104658626019955, "loss_mask": 0.2611996727064252, "loss_maskiou": 0.004827520984690636, "loss_sem_seg": 0.24668226204812527, "lr": 0.01, "mask_rcnn/accuracy": 0.8914232451222247, "mask_rcnn/false_negative": 0.08919456297800013, "mask_rcnn/false_positive": 0.14053502730618767, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7707839580252767, "total_loss": 1.580767802450282} {"data_time": 0.016208631917834282, "eta_seconds": 71445.08549022861, "iteration": 178279, "loss_fcos_cls": 0.2550608280580491, "loss_fcos_ctr": 0.6175184985622764, "loss_fcos_loc": 0.19365787925198674, "loss_mask": 0.2662522401660681, "loss_maskiou": 0.005417552834842354, "loss_sem_seg": 0.2841936629265547, "lr": 0.01, "mask_rcnn/accuracy": 0.8910170318127251, "mask_rcnn/false_negative": 0.08676769160911467, "mask_rcnn/false_positive": 0.1282660831053088, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.0, "time": 0.7740766555070877, "total_loss": 1.6291937507194234} {"data_time": 0.01738066878169775, "eta_seconds": 71439.50707999058, "iteration": 178299, "loss_fcos_cls": 0.2573428605683148, "loss_fcos_ctr": 0.6240488295443356, "loss_fcos_loc": 0.210251405951567, "loss_mask": 0.28851256519556046, "loss_maskiou": 0.005984533519949764, "loss_sem_seg": 0.28041978320106864, "lr": 0.01, "mask_rcnn/accuracy": 0.8752004968654128, "mask_rcnn/false_negative": 0.0984048377743425, "mask_rcnn/false_positive": 0.15253862623992026, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 35.75, "time": 0.7808554284274578, "total_loss": 1.6507822843705071} {"data_time": 0.01701890304684639, "eta_seconds": 71420.16637479607, "iteration": 178319, "loss_fcos_cls": 0.2543108221143484, "loss_fcos_ctr": 0.6241676397621632, "loss_fcos_loc": 0.20576541987247765, "loss_mask": 0.27352262008935213, "loss_maskiou": 0.006180202632094733, "loss_sem_seg": 0.26101004355587065, "lr": 0.01, "mask_rcnn/accuracy": 0.8822969865912467, "mask_rcnn/false_negative": 0.1025951042548824, "mask_rcnn/false_positive": 0.14500177290911442, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.5, "time": 0.7696713153272867, "total_loss": 1.6292767309641931} {"data_time": 0.01722667459398508, "eta_seconds": 71393.37742275931, "iteration": 178339, "loss_fcos_cls": 0.25360746099613607, "loss_fcos_ctr": 0.6167108016088605, "loss_fcos_loc": 0.1896024746238254, "loss_mask": 0.2578602693974972, "loss_maskiou": 0.00576214658212848, "loss_sem_seg": 0.2540671587921679, "lr": 0.01, "mask_rcnn/accuracy": 0.8822616887247303, "mask_rcnn/false_negative": 0.09905583794608211, "mask_rcnn/false_positive": 0.14692059636326538, "roi_head/num_bg_samples": 76.75, "roi_head/num_fg_samples": 29.25, "time": 0.7706959862262011, "total_loss": 1.572694034250162} {"data_time": 0.015992943197488785, "eta_seconds": 71386.63146480359, "iteration": 178359, "loss_fcos_cls": 0.2513605020940304, "loss_fcos_ctr": 0.6209373967722058, "loss_fcos_loc": 0.18947667500469834, "loss_mask": 0.25457410607486963, "loss_maskiou": 0.0048205618404608686, "loss_sem_seg": 0.2752452017739415, "lr": 0.01, "mask_rcnn/accuracy": 0.8840343773797492, "mask_rcnn/false_negative": 0.1034218338982307, "mask_rcnn/false_positive": 0.1232025941742378, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7821444710716605, "total_loss": 1.6104663089936366} {"data_time": 0.018799436278641224, "eta_seconds": 71351.90356395021, "iteration": 178379, "loss_fcos_cls": 0.2527627411764115, "loss_fcos_ctr": 0.6237256890162826, "loss_fcos_loc": 0.21084485889878124, "loss_mask": 0.2863927474245429, "loss_maskiou": 0.005610588912531966, "loss_sem_seg": 0.263582119718194, "lr": 0.01, "mask_rcnn/accuracy": 0.8595105155296041, "mask_rcnn/false_negative": 0.09999472870679141, "mask_rcnn/false_positive": 0.16670143035060925, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7521433141082525, "total_loss": 1.6445867641887162} {"data_time": 0.016675915569067, "eta_seconds": 71305.37565764505, "iteration": 178399, "loss_fcos_cls": 0.259051273111254, "loss_fcos_ctr": 0.6209104983136058, "loss_fcos_loc": 0.19465718558058143, "loss_mask": 0.2564908438362181, "loss_maskiou": 0.005702907241357025, "loss_sem_seg": 0.2782761389389634, "lr": 0.01, "mask_rcnn/accuracy": 0.8857561565659698, "mask_rcnn/false_negative": 0.08231931314292744, "mask_rcnn/false_positive": 0.12407946872520295, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.0, "time": 0.7799491696059704, "total_loss": 1.6107835315051489} {"data_time": 0.016760919243097305, "eta_seconds": 71316.44698592462, "iteration": 178419, "loss_fcos_cls": 0.2620586440898478, "loss_fcos_ctr": 0.6198057224974036, "loss_fcos_loc": 0.20781331753823906, "loss_mask": 0.2633632360957563, "loss_maskiou": 0.005160444576176815, "loss_sem_seg": 0.2528020003810525, "lr": 0.01, "mask_rcnn/accuracy": 0.908247364880018, "mask_rcnn/false_negative": 0.0892275327896894, "mask_rcnn/false_positive": 0.10314070871296714, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7895328002050519, "total_loss": 1.6088066271768184} {"data_time": 0.016294686123728752, "eta_seconds": 71310.19322504383, "iteration": 178439, "loss_fcos_cls": 0.26116361236199737, "loss_fcos_ctr": 0.621270006056875, "loss_fcos_loc": 0.20254806021694094, "loss_mask": 0.26736606005579233, "loss_maskiou": 0.005307665054715471, "loss_sem_seg": 0.2723748032003641, "lr": 0.01, "mask_rcnn/accuracy": 0.8848774289808516, "mask_rcnn/false_negative": 0.08597437640727665, "mask_rcnn/false_positive": 0.1583338199056833, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 38.75, "time": 0.7889730921015143, "total_loss": 1.6206793412929983} {"data_time": 0.015157689340412617, "eta_seconds": 71276.43247263227, "iteration": 178459, "loss_fcos_cls": 0.25111859221942723, "loss_fcos_ctr": 0.621814142446965, "loss_fcos_loc": 0.1984701972687617, "loss_mask": 0.2697853082790971, "loss_maskiou": 0.005079703536466695, "loss_sem_seg": 0.28219683934003115, "lr": 0.01, "mask_rcnn/accuracy": 0.8955432881654686, "mask_rcnn/false_negative": 0.08950753638301978, "mask_rcnn/false_positive": 0.12395709994194308, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.7792811645194888, "total_loss": 1.6182483578886604} {"data_time": 0.016464630141854286, "eta_seconds": 71274.02632667497, "iteration": 178479, "loss_fcos_cls": 0.24257468711584806, "loss_fcos_ctr": 0.6197289070114493, "loss_fcos_loc": 0.189944357261993, "loss_mask": 0.2593017164617777, "loss_maskiou": 0.00490956699650269, "loss_sem_seg": 0.2216308251954615, "lr": 0.01, "mask_rcnn/accuracy": 0.8813308234686279, "mask_rcnn/false_negative": 0.09294837291955699, "mask_rcnn/false_positive": 0.13387185302255017, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7735592946410179, "total_loss": 1.577995394829486} {"data_time": 0.017837917432188988, "eta_seconds": 71258.45087921992, "iteration": 178499, "loss_fcos_cls": 0.23718971270136535, "loss_fcos_ctr": 0.622851881198585, "loss_fcos_loc": 0.19847491540713236, "loss_mask": 0.26607108674943447, "loss_maskiou": 0.0050897745313704945, "loss_sem_seg": 0.29764218209311366, "lr": 0.01, "mask_rcnn/accuracy": 0.8825648943788041, "mask_rcnn/false_negative": 0.0805519354561259, "mask_rcnn/false_positive": 0.13618853125313035, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 25.75, "time": 0.7814155742526054, "total_loss": 1.6275184263577103} {"data_time": 0.01735182572156191, "eta_seconds": 71221.17993505765, "iteration": 178519, "loss_fcos_cls": 0.24051915435120463, "loss_fcos_ctr": 0.6189894070848823, "loss_fcos_loc": 0.19093305908609182, "loss_mask": 0.2711861673742533, "loss_maskiou": 0.0060473205558082554, "loss_sem_seg": 0.29324362613260746, "lr": 0.01, "mask_rcnn/accuracy": 0.8861085840071032, "mask_rcnn/false_negative": 0.09578604670751316, "mask_rcnn/false_positive": 0.11458195907979757, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7571117337793112, "total_loss": 1.6098730519370292} {"data_time": 0.018057016655802727, "eta_seconds": 71232.3105094498, "iteration": 178539, "loss_fcos_cls": 0.2565540673676878, "loss_fcos_ctr": 0.6190058561041951, "loss_fcos_loc": 0.18503546435385942, "loss_mask": 0.2690749792382121, "loss_maskiou": 0.005958885143627413, "loss_sem_seg": 0.2880036882124841, "lr": 0.01, "mask_rcnn/accuracy": 0.8728761551790527, "mask_rcnn/false_negative": 0.11882269872548265, "mask_rcnn/false_positive": 0.1389792209526835, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.25, "time": 0.7911351397633553, "total_loss": 1.6418703158851713} {"data_time": 0.015376170165836811, "eta_seconds": 71198.56962158997, "iteration": 178559, "loss_fcos_cls": 0.24291962751885876, "loss_fcos_ctr": 0.615195338614285, "loss_fcos_loc": 0.18637164268875495, "loss_mask": 0.2637616489082575, "loss_maskiou": 0.005353129978175275, "loss_sem_seg": 0.27342315670102835, "lr": 0.01, "mask_rcnn/accuracy": 0.8799555915583361, "mask_rcnn/false_negative": 0.09238561723705435, "mask_rcnn/false_positive": 0.14220986342947706, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 40.25, "time": 0.7548622637987137, "total_loss": 1.5969109890211257} {"data_time": 0.016147097572684288, "eta_seconds": 71182.9970513815, "iteration": 178579, "loss_fcos_cls": 0.2497075235005468, "loss_fcos_ctr": 0.6185966143384576, "loss_fcos_loc": 0.19699240534100682, "loss_mask": 0.2693371642380953, "loss_maskiou": 0.005825569955050014, "loss_sem_seg": 0.2769929966889322, "lr": 0.01, "mask_rcnn/accuracy": 0.8846334586466165, "mask_rcnn/false_negative": 0.08264607077791133, "mask_rcnn/false_positive": 0.12866216347205148, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.25, "time": 0.7685345150530338, "total_loss": 1.6421341421446414} {"data_time": 0.01695116888731718, "eta_seconds": 71180.57364194468, "iteration": 178599, "loss_fcos_cls": 0.255555770592764, "loss_fcos_ctr": 0.6178744900971651, "loss_fcos_loc": 0.18932352040428668, "loss_mask": 0.2594590103253722, "loss_maskiou": 0.005983643452054821, "loss_sem_seg": 0.2809120062738657, "lr": 0.01, "mask_rcnn/accuracy": 0.8886850237701782, "mask_rcnn/false_negative": 0.07902635718301806, "mask_rcnn/false_positive": 0.11524832096469137, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7798149725422263, "total_loss": 1.6033040228430764} {"data_time": 0.01581607200205326, "eta_seconds": 71167.84445240349, "iteration": 178619, "loss_fcos_cls": 0.2597187818028033, "loss_fcos_ctr": 0.6223457287997007, "loss_fcos_loc": 0.2021553406957537, "loss_mask": 0.26343664340674877, "loss_maskiou": 0.005673958141414914, "loss_sem_seg": 0.2873151721432805, "lr": 0.01, "mask_rcnn/accuracy": 0.8705750646370267, "mask_rcnn/false_negative": 0.09584241465544532, "mask_rcnn/false_positive": 0.15871358337864416, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 38.75, "time": 0.7831986453384161, "total_loss": 1.6316121421405114} {"data_time": 0.016458571888506413, "eta_seconds": 71127.75570934732, "iteration": 178639, "loss_fcos_cls": 0.2523435824550688, "loss_fcos_ctr": 0.6176230330020189, "loss_fcos_loc": 0.18950003758072853, "loss_mask": 0.26963092386722565, "loss_maskiou": 0.00568576724617742, "loss_sem_seg": 0.24516047490760684, "lr": 0.01, "mask_rcnn/accuracy": 0.8817737764442162, "mask_rcnn/false_negative": 0.09527738683624842, "mask_rcnn/false_positive": 0.14405030786041434, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7551134061068296, "total_loss": 1.59615316343843} {"data_time": 0.01734329853206873, "eta_seconds": 71054.39852675702, "iteration": 178659, "loss_fcos_cls": 0.24284425168298185, "loss_fcos_ctr": 0.6193382800556719, "loss_fcos_loc": 0.1973949001985602, "loss_mask": 0.27318250946700573, "loss_maskiou": 0.005494855373399332, "loss_sem_seg": 0.289030808955431, "lr": 0.01, "mask_rcnn/accuracy": 0.8800785873047946, "mask_rcnn/false_negative": 0.08984034800961332, "mask_rcnn/false_positive": 0.14995158209592133, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7686696192249656, "total_loss": 1.6243832388427109} {"data_time": 0.01770487055182457, "eta_seconds": 71069.34366514534, "iteration": 178679, "loss_fcos_cls": 0.2474580822745338, "loss_fcos_ctr": 0.6216129157692194, "loss_fcos_loc": 0.1986159086227417, "loss_mask": 0.27876821625977755, "loss_maskiou": 0.005485283851157874, "loss_sem_seg": 0.2961995769292116, "lr": 0.01, "mask_rcnn/accuracy": 0.8714458708584649, "mask_rcnn/false_negative": 0.09577481400909063, "mask_rcnn/false_positive": 0.19276417552374325, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7870370270684361, "total_loss": 1.6351557840243913} {"data_time": 0.0158546706661582, "eta_seconds": 71070.34427075833, "iteration": 178699, "loss_fcos_cls": 0.263693421613425, "loss_fcos_ctr": 0.6219880869612098, "loss_fcos_loc": 0.1985082704341039, "loss_mask": 0.2726983781903982, "loss_maskiou": 0.005871772213140503, "loss_sem_seg": 0.2757311072200537, "lr": 0.01, "mask_rcnn/accuracy": 0.8768813775510205, "mask_rcnn/false_negative": 0.08544372571678235, "mask_rcnn/false_positive": 0.16527215000461642, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7900824835523963, "total_loss": 1.6374706313072238} {"data_time": 0.017456374131143093, "eta_seconds": 71087.12095721439, "iteration": 178719, "loss_fcos_cls": 0.2725385711528361, "loss_fcos_ctr": 0.6229717154055834, "loss_fcos_loc": 0.2092549925437197, "loss_mask": 0.27509336825460196, "loss_maskiou": 0.006012182173435576, "loss_sem_seg": 0.2712365058250725, "lr": 0.01, "mask_rcnn/accuracy": 0.8786110254541377, "mask_rcnn/false_negative": 0.09788640218787986, "mask_rcnn/false_positive": 0.13581740495121958, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.0, "time": 0.7743787355720997, "total_loss": 1.6509473751939368} {"data_time": 0.017668144777417183, "eta_seconds": 71049.90218792204, "iteration": 178739, "loss_fcos_cls": 0.2524661691277288, "loss_fcos_ctr": 0.6232485580258071, "loss_fcos_loc": 0.20346468617208302, "loss_mask": 0.2665685606189072, "loss_maskiou": 0.005154394903001958, "loss_sem_seg": 0.2885304824449122, "lr": 0.01, "mask_rcnn/accuracy": 0.8784174654710368, "mask_rcnn/false_negative": 0.10243327772232785, "mask_rcnn/false_positive": 0.14720462748487606, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 44.5, "time": 0.7732351813465357, "total_loss": 1.6185996616259217} {"data_time": 0.015635612420737743, "eta_seconds": 70976.60826988798, "iteration": 178759, "loss_fcos_cls": 0.2525878129526973, "loss_fcos_ctr": 0.619605403393507, "loss_fcos_loc": 0.19554763729684055, "loss_mask": 0.270777550060302, "loss_maskiou": 0.005606553037068807, "loss_sem_seg": 0.28769169840961695, "lr": 0.01, "mask_rcnn/accuracy": 0.8816928854875283, "mask_rcnn/false_negative": 0.08565023322651638, "mask_rcnn/false_positive": 0.13828161911675746, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7762423539534211, "total_loss": 1.6134213899786118} {"data_time": 0.01607363671064377, "eta_seconds": 70991.52000611275, "iteration": 178779, "loss_fcos_cls": 0.25747718289494514, "loss_fcos_ctr": 0.6207391070201993, "loss_fcos_loc": 0.19725291663780808, "loss_mask": 0.28111828677356243, "loss_maskiou": 0.005659773698425852, "loss_sem_seg": 0.2574415812268853, "lr": 0.01, "mask_rcnn/accuracy": 0.8675132703683883, "mask_rcnn/false_negative": 0.10764530407413525, "mask_rcnn/false_positive": 0.14896991323670963, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.784268488176167, "total_loss": 1.6336767927459732} {"data_time": 0.016637688502669334, "eta_seconds": 70945.49216714036, "iteration": 178799, "loss_fcos_cls": 0.24227923760190606, "loss_fcos_ctr": 0.6227765409275889, "loss_fcos_loc": 0.19523525657132268, "loss_mask": 0.2606220315210521, "loss_maskiou": 0.005493117172591155, "loss_sem_seg": 0.29073892813175917, "lr": 0.01, "mask_rcnn/accuracy": 0.8886295395487388, "mask_rcnn/false_negative": 0.08260561440313349, "mask_rcnn/false_positive": 0.12118580109729585, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 25.0, "time": 0.7775074616074562, "total_loss": 1.6216998044837965} {"data_time": 0.01436443068087101, "eta_seconds": 70904.08547475096, "iteration": 178819, "loss_fcos_cls": 0.24800065089948475, "loss_fcos_ctr": 0.6227184673771262, "loss_fcos_loc": 0.19606501469388604, "loss_mask": 0.27964070718735456, "loss_maskiou": 0.005365050237742253, "loss_sem_seg": 0.266839281655848, "lr": 0.01, "mask_rcnn/accuracy": 0.8803609315013134, "mask_rcnn/false_negative": 0.08948894539474841, "mask_rcnn/false_positive": 0.14578007843771149, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.75, "time": 0.7775492239743471, "total_loss": 1.6366400567785604} {"data_time": 0.017891795374453068, "eta_seconds": 70888.53309311997, "iteration": 178839, "loss_fcos_cls": 0.24954330292530358, "loss_fcos_ctr": 0.622223973274231, "loss_fcos_loc": 0.20089463534532115, "loss_mask": 0.261687807738781, "loss_maskiou": 0.005439592971015372, "loss_sem_seg": 0.27451405487954617, "lr": 0.01, "mask_rcnn/accuracy": 0.8875699729642688, "mask_rcnn/false_negative": 0.09939277250034184, "mask_rcnn/false_positive": 0.13128713667514524, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.75, "time": 0.7749645411968231, "total_loss": 1.647214831536985} {"data_time": 0.016229165717959404, "eta_seconds": 70898.81801301893, "iteration": 178859, "loss_fcos_cls": 0.2496202017646283, "loss_fcos_ctr": 0.6188692087307572, "loss_fcos_loc": 0.1944013802567497, "loss_mask": 0.26884680055081844, "loss_maskiou": 0.005724601905967575, "loss_sem_seg": 0.25861714221537113, "lr": 0.01, "mask_rcnn/accuracy": 0.8750499112688553, "mask_rcnn/false_negative": 0.10342527129108917, "mask_rcnn/false_positive": 0.1395758190975769, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.5, "time": 0.782161240465939, "total_loss": 1.6009656558089773} {"data_time": 0.018007783219218254, "eta_seconds": 70857.428329858, "iteration": 178879, "loss_fcos_cls": 0.23893085378222167, "loss_fcos_ctr": 0.6216198476031423, "loss_fcos_loc": 0.19699198205489665, "loss_mask": 0.275720470584929, "loss_maskiou": 0.006029548909282312, "loss_sem_seg": 0.2851563929580152, "lr": 0.01, "mask_rcnn/accuracy": 0.8823412698412698, "mask_rcnn/false_negative": 0.10362628196148388, "mask_rcnn/false_positive": 0.13820991974952684, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.75, "time": 0.753430943004787, "total_loss": 1.628697373176692} {"data_time": 0.0158290546387434, "eta_seconds": 70804.92213171255, "iteration": 178899, "loss_fcos_cls": 0.2489167503081262, "loss_fcos_ctr": 0.6186110069975257, "loss_fcos_loc": 0.19377307198010385, "loss_mask": 0.26595618668943644, "loss_maskiou": 0.005592759625869803, "loss_sem_seg": 0.2973409271799028, "lr": 0.01, "mask_rcnn/accuracy": 0.9014991866311742, "mask_rcnn/false_negative": 0.09726830424172957, "mask_rcnn/false_positive": 0.11737086421251083, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.25, "time": 0.766799284145236, "total_loss": 1.6161313039483503} {"data_time": 0.016573406755924225, "eta_seconds": 70712.69509287551, "iteration": 178919, "loss_fcos_cls": 0.2633861198555678, "loss_fcos_ctr": 0.6218435321934521, "loss_fcos_loc": 0.2034434590023011, "loss_mask": 0.2592168813571334, "loss_maskiou": 0.005118125693115871, "loss_sem_seg": 0.27984248334541917, "lr": 0.01, "mask_rcnn/accuracy": 0.8750930617002046, "mask_rcnn/false_negative": 0.07669864579775565, "mask_rcnn/false_positive": 0.15097273460570512, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7649498777464032, "total_loss": 1.6388016701093875} {"data_time": 0.01811840757727623, "eta_seconds": 70695.07877704594, "iteration": 178939, "loss_fcos_cls": 0.2558618464972824, "loss_fcos_ctr": 0.6220091911964118, "loss_fcos_loc": 0.19251981691922992, "loss_mask": 0.2597172502428293, "loss_maskiou": 0.005990901452605613, "loss_sem_seg": 0.2878542065154761, "lr": 0.01, "mask_rcnn/accuracy": 0.8841507227891157, "mask_rcnn/false_negative": 0.0850084723925181, "mask_rcnn/false_positive": 0.1787700994151223, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.5, "time": 0.7685448760166764, "total_loss": 1.6259367635357194} {"data_time": 0.015026319772005081, "eta_seconds": 70668.17937297933, "iteration": 178959, "loss_fcos_cls": 0.25724973855540156, "loss_fcos_ctr": 0.6192288883030415, "loss_fcos_loc": 0.20731983927544206, "loss_mask": 0.2822409849613905, "loss_maskiou": 0.005416134183178656, "loss_sem_seg": 0.27893698681145906, "lr": 0.01, "mask_rcnn/accuracy": 0.8795804379444085, "mask_rcnn/false_negative": 0.08274518434172203, "mask_rcnn/false_positive": 0.13916215822264538, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 25.0, "time": 0.7682614279910922, "total_loss": 1.6463379686392727} {"data_time": 0.01668412610888481, "eta_seconds": 70587.46412451379, "iteration": 178979, "loss_fcos_cls": 0.24967805738560855, "loss_fcos_ctr": 0.6172967348247766, "loss_fcos_loc": 0.18909334985073656, "loss_mask": 0.25667709205299616, "loss_maskiou": 0.005491198833624367, "loss_sem_seg": 0.29420082923024893, "lr": 0.01, "mask_rcnn/accuracy": 0.897312911810443, "mask_rcnn/false_negative": 0.09375416685798621, "mask_rcnn/false_positive": 0.10985867645490995, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 24.0, "time": 0.7610996123403311, "total_loss": 1.5992275168027845} {"data_time": 0.017517391592264175, "eta_seconds": 70530.35617989302, "iteration": 178999, "loss_fcos_cls": 0.2501579765230417, "loss_fcos_ctr": 0.6205038111656904, "loss_fcos_loc": 0.20431914925575256, "loss_mask": 0.2588440552353859, "loss_maskiou": 0.004885701826424338, "loss_sem_seg": 0.2990751867182553, "lr": 0.01, "mask_rcnn/accuracy": 0.8683061022027858, "mask_rcnn/false_negative": 0.10784408447733015, "mask_rcnn/false_positive": 0.1585798707134295, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 42.5, "time": 0.7705774251371622, "total_loss": 1.6298487821622984} {"data_time": 0.016820100136101246, "eta_seconds": 70502.03520645294, "iteration": 179019, "loss_fcos_cls": 0.24821559200063348, "loss_fcos_ctr": 0.619690602645278, "loss_fcos_loc": 0.19236197951249778, "loss_mask": 0.2681674724444747, "loss_maskiou": 0.005256322983768769, "loss_sem_seg": 0.3008950622752309, "lr": 0.01, "mask_rcnn/accuracy": 0.879346231320397, "mask_rcnn/false_negative": 0.08466288171119868, "mask_rcnn/false_positive": 0.15966843417346394, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7573622604832053, "total_loss": 1.6500825840703328} {"data_time": 0.017807173542678356, "eta_seconds": 70486.53701777477, "iteration": 179039, "loss_fcos_cls": 0.25116822856944054, "loss_fcos_ctr": 0.6163529641926289, "loss_fcos_loc": 0.19078904087655246, "loss_mask": 0.2694283458404243, "loss_maskiou": 0.005692673112207558, "loss_sem_seg": 0.278051873203367, "lr": 0.01, "mask_rcnn/accuracy": 0.8777444379391101, "mask_rcnn/false_negative": 0.11249480843606308, "mask_rcnn/false_positive": 0.16028236269719387, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.25, "time": 0.783166772685945, "total_loss": 1.6388579853446572} {"data_time": 0.017197582870721817, "eta_seconds": 70446.14871249627, "iteration": 179059, "loss_fcos_cls": 0.25656539131887257, "loss_fcos_ctr": 0.6217660298570991, "loss_fcos_loc": 0.19252858276013285, "loss_mask": 0.27703560050576925, "loss_maskiou": 0.005552214883209672, "loss_sem_seg": 0.27062195725739, "lr": 0.01, "mask_rcnn/accuracy": 0.8669110092457357, "mask_rcnn/false_negative": 0.11326487553325082, "mask_rcnn/false_positive": 0.1561964807723062, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 32.0, "time": 0.7658493472263217, "total_loss": 1.6066207153053256} {"data_time": 0.01460227183997631, "eta_seconds": 70430.65599772241, "iteration": 179079, "loss_fcos_cls": 0.24723756243474782, "loss_fcos_ctr": 0.6212372733280063, "loss_fcos_loc": 0.2024529498303309, "loss_mask": 0.27101792208850384, "loss_maskiou": 0.005617734459519852, "loss_sem_seg": 0.283868347061798, "lr": 0.01, "mask_rcnn/accuracy": 0.8732461734693877, "mask_rcnn/false_negative": 0.11622812766338456, "mask_rcnn/false_positive": 0.13079070289790007, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.25, "time": 0.7806265791878104, "total_loss": 1.628918987364159} {"data_time": 0.01805859338492155, "eta_seconds": 70415.16328294855, "iteration": 179099, "loss_fcos_cls": 0.26002174022141844, "loss_fcos_ctr": 0.6199775659479201, "loss_fcos_loc": 0.19450287986546755, "loss_mask": 0.2799289934337139, "loss_maskiou": 0.0058649450074881315, "loss_sem_seg": 0.3212866773828864, "lr": 0.01, "mask_rcnn/accuracy": 0.8691556540649046, "mask_rcnn/false_negative": 0.10991730413224693, "mask_rcnn/false_positive": 0.13477658426007805, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 22.5, "time": 0.7624798072502017, "total_loss": 1.6626098652686778} {"data_time": 0.017117890529334545, "eta_seconds": 70383.370434165, "iteration": 179119, "loss_fcos_cls": 0.259709230158478, "loss_fcos_ctr": 0.6195231163874269, "loss_fcos_loc": 0.1995062893256545, "loss_mask": 0.2583229448646307, "loss_maskiou": 0.005193441262235865, "loss_sem_seg": 0.3337969118729234, "lr": 0.01, "mask_rcnn/accuracy": 0.8809918853905199, "mask_rcnn/false_negative": 0.10145689411873246, "mask_rcnn/false_positive": 0.11601188579484781, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.75, "time": 0.7705192929133773, "total_loss": 1.6426214751045336} {"data_time": 0.01613004505634308, "eta_seconds": 70395.65236288123, "iteration": 179139, "loss_fcos_cls": 0.25387760321609676, "loss_fcos_ctr": 0.6210825676098466, "loss_fcos_loc": 0.19922771741403267, "loss_mask": 0.2753615556284785, "loss_maskiou": 0.0060546960739884526, "loss_sem_seg": 0.2895774431526661, "lr": 0.01, "mask_rcnn/accuracy": 0.8837415990492583, "mask_rcnn/false_negative": 0.10549567917509131, "mask_rcnn/false_positive": 0.142103460454454, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7841675560921431, "total_loss": 1.6269228080345783} {"data_time": 0.017136703245341778, "eta_seconds": 70393.54788570572, "iteration": 179159, "loss_fcos_cls": 0.2504723537713289, "loss_fcos_ctr": 0.6222279267385602, "loss_fcos_loc": 0.197329955175519, "loss_mask": 0.2829040689393878, "loss_maskiou": 0.004807762976270169, "loss_sem_seg": 0.27576946932822466, "lr": 0.01, "mask_rcnn/accuracy": 0.8818227153498762, "mask_rcnn/false_negative": 0.10266688911716204, "mask_rcnn/false_positive": 0.1454039431097418, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.0, "time": 0.7740464471280575, "total_loss": 1.639128876486211} {"data_time": 0.015577306039631367, "eta_seconds": 70336.90305125713, "iteration": 179179, "loss_fcos_cls": 0.25457349233329296, "loss_fcos_ctr": 0.6224289480596781, "loss_fcos_loc": 0.20634577103191987, "loss_mask": 0.27732162550091743, "loss_maskiou": 0.00560211059928406, "loss_sem_seg": 0.2661116668023169, "lr": 0.01, "mask_rcnn/accuracy": 0.8669000480627034, "mask_rcnn/false_negative": 0.11923447661968967, "mask_rcnn/false_positive": 0.1543403638083663, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7652412308380008, "total_loss": 1.6323503595631337} {"data_time": 0.01736134383827448, "eta_seconds": 70351.08457605354, "iteration": 179199, "loss_fcos_cls": 0.24766012048348784, "loss_fcos_ctr": 0.6226512640714645, "loss_fcos_loc": 0.19491612853016704, "loss_mask": 0.2725911187008023, "loss_maskiou": 0.005706089999875985, "loss_sem_seg": 0.26224719313904643, "lr": 0.01, "mask_rcnn/accuracy": 0.8763761249841551, "mask_rcnn/false_negative": 0.09525282151977871, "mask_rcnn/false_positive": 0.13568708746294667, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 27.0, "time": 0.7849455652758479, "total_loss": 1.6209175926815078} {"data_time": 0.015326015651226044, "eta_seconds": 70330.89489727281, "iteration": 179219, "loss_fcos_cls": 0.245803929050453, "loss_fcos_ctr": 0.621119330637157, "loss_fcos_loc": 0.2018023250857368, "loss_mask": 0.27961257100105286, "loss_maskiou": 0.006180705939186737, "loss_sem_seg": 0.28494511218741536, "lr": 0.01, "mask_rcnn/accuracy": 0.8856970475522948, "mask_rcnn/false_negative": 0.0928953343241247, "mask_rcnn/false_positive": 0.12470653513033654, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.5, "time": 0.7883818782866001, "total_loss": 1.6751174292639917} {"data_time": 0.01717616245150566, "eta_seconds": 70315.40026846342, "iteration": 179239, "loss_fcos_cls": 0.2511329248081893, "loss_fcos_ctr": 0.6198060102760792, "loss_fcos_loc": 0.1933962154434994, "loss_mask": 0.2631412670016289, "loss_maskiou": 0.005783161410363391, "loss_sem_seg": 0.2806635480374098, "lr": 0.01, "mask_rcnn/accuracy": 0.8991496598639456, "mask_rcnn/false_negative": 0.12226100348733149, "mask_rcnn/false_positive": 0.13418818307682162, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.25, "time": 0.7897269744426012, "total_loss": 1.5968355682853144} {"data_time": 0.018644241616129875, "eta_seconds": 70299.90563965403, "iteration": 179259, "loss_fcos_cls": 0.24944362929090858, "loss_fcos_ctr": 0.6181558389216661, "loss_fcos_loc": 0.19479622424114496, "loss_mask": 0.2777484217658639, "loss_maskiou": 0.0052159020488034, "loss_sem_seg": 0.29893207061104476, "lr": 0.01, "mask_rcnn/accuracy": 0.884664372214403, "mask_rcnn/false_negative": 0.10756605574724998, "mask_rcnn/false_positive": 0.12028100769370983, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.5, "time": 0.7688524629920721, "total_loss": 1.6510708486894146} {"data_time": 0.01720012165606022, "eta_seconds": 70330.81818678323, "iteration": 179279, "loss_fcos_cls": 0.2568304929882288, "loss_fcos_ctr": 0.6222886210307479, "loss_fcos_loc": 0.20023988524917513, "loss_mask": 0.2915800344198942, "loss_maskiou": 0.005709384888177738, "loss_sem_seg": 0.2951875233557075, "lr": 0.01, "mask_rcnn/accuracy": 0.8782831101190476, "mask_rcnn/false_negative": 0.09496606756908799, "mask_rcnn/false_positive": 0.1389815300728635, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.5, "time": 0.7899011867120862, "total_loss": 1.6668773139826953} {"data_time": 0.016046506352722645, "eta_seconds": 70310.80311966687, "iteration": 179299, "loss_fcos_cls": 0.2508916447404772, "loss_fcos_ctr": 0.6178366458043456, "loss_fcos_loc": 0.18538641836494207, "loss_mask": 0.26846648287028074, "loss_maskiou": 0.00576800902854302, "loss_sem_seg": 0.284411737928167, "lr": 0.01, "mask_rcnn/accuracy": 0.8885349134954734, "mask_rcnn/false_negative": 0.09313163704824665, "mask_rcnn/false_positive": 0.12698004475264296, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7771165994927287, "total_loss": 1.606877014550264} {"data_time": 0.016511542722582817, "eta_seconds": 70285.15523547493, "iteration": 179319, "loss_fcos_cls": 0.2584192790091038, "loss_fcos_ctr": 0.621997800655663, "loss_fcos_loc": 0.19374998100101948, "loss_mask": 0.2732939124107361, "loss_maskiou": 0.00566126868216088, "loss_sem_seg": 0.2827619528397918, "lr": 0.01, "mask_rcnn/accuracy": 0.8820874819896346, "mask_rcnn/false_negative": 0.091966672989673, "mask_rcnn/false_positive": 0.14541140559053406, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7410680316388607, "total_loss": 1.6188624443020672} {"data_time": 0.01475541852414608, "eta_seconds": 70321.20365488715, "iteration": 179339, "loss_fcos_cls": 0.2636793698184192, "loss_fcos_ctr": 0.6200181767344475, "loss_fcos_loc": 0.19748617004370317, "loss_mask": 0.2679284019395709, "loss_maskiou": 0.005225450426223688, "loss_sem_seg": 0.27738961949944496, "lr": 0.01, "mask_rcnn/accuracy": 0.867685860058309, "mask_rcnn/false_negative": 0.10651177166874914, "mask_rcnn/false_positive": 0.1570009238260383, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.75, "time": 0.790051007643342, "total_loss": 1.6403084762205253} {"data_time": 0.016577434726059437, "eta_seconds": 70278.65541507676, "iteration": 179359, "loss_fcos_cls": 0.25750177167356014, "loss_fcos_ctr": 0.6238768985494971, "loss_fcos_loc": 0.20398936234414577, "loss_mask": 0.2705072262324393, "loss_maskiou": 0.005425984978501219, "loss_sem_seg": 0.2751523763872683, "lr": 0.01, "mask_rcnn/accuracy": 0.8889740043526989, "mask_rcnn/false_negative": 0.08489728834415985, "mask_rcnn/false_positive": 0.14460891270442444, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.7754342509433627, "total_loss": 1.6558549963938276} {"data_time": 0.015099692158401012, "eta_seconds": 70323.52339895256, "iteration": 179379, "loss_fcos_cls": 0.24828854342922568, "loss_fcos_ctr": 0.6200256375595927, "loss_fcos_loc": 0.18910496192984283, "loss_mask": 0.2575435657054186, "loss_maskiou": 0.0053031810966786, "loss_sem_seg": 0.27747243037447333, "lr": 0.01, "mask_rcnn/accuracy": 0.8973835806168973, "mask_rcnn/false_negative": 0.0823049916836367, "mask_rcnn/false_positive": 0.1275376572636345, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7875016862526536, "total_loss": 1.6108569914795225} {"data_time": 0.01573585532605648, "eta_seconds": 70308.00303978659, "iteration": 179399, "loss_fcos_cls": 0.2473724007140845, "loss_fcos_ctr": 0.619786474853754, "loss_fcos_loc": 0.19541038537863642, "loss_mask": 0.2818870358169079, "loss_maskiou": 0.005758481987868436, "loss_sem_seg": 0.25186851853504777, "lr": 0.01, "mask_rcnn/accuracy": 0.8788417152575316, "mask_rcnn/false_negative": 0.1117344376996198, "mask_rcnn/false_positive": 0.15260389487128934, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7786249238997698, "total_loss": 1.6357784282881767} {"data_time": 0.014979523606598377, "eta_seconds": 70246.24084400944, "iteration": 179419, "loss_fcos_cls": 0.2520543548744172, "loss_fcos_ctr": 0.6191484574228525, "loss_fcos_loc": 0.19103103672387078, "loss_mask": 0.2702351938933134, "loss_maskiou": 0.005457566425320692, "loss_sem_seg": 0.27616474172100425, "lr": 0.01, "mask_rcnn/accuracy": 0.8783440121178342, "mask_rcnn/false_negative": 0.07594440491533701, "mask_rcnn/false_positive": 0.14226777591006257, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7805344983935356, "total_loss": 1.6434887190771406} {"data_time": 0.01767623797059059, "eta_seconds": 70230.73069489561, "iteration": 179439, "loss_fcos_cls": 0.23747779917903244, "loss_fcos_ctr": 0.6196311879903078, "loss_fcos_loc": 0.18674240983091295, "loss_mask": 0.26440196484327316, "loss_maskiou": 0.005135741819685791, "loss_sem_seg": 0.26800015196204185, "lr": 0.01, "mask_rcnn/accuracy": 0.8884568230277186, "mask_rcnn/false_negative": 0.09472286204052915, "mask_rcnn/false_positive": 0.11862270106263645, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 23.75, "time": 0.7847220227122307, "total_loss": 1.6040107939952577} {"data_time": 0.01763580832630396, "eta_seconds": 70261.44196228869, "iteration": 179459, "loss_fcos_cls": 0.26368884718976915, "loss_fcos_ctr": 0.6195753905922174, "loss_fcos_loc": 0.20073667622637004, "loss_mask": 0.2773671578615904, "loss_maskiou": 0.005546657892409712, "loss_sem_seg": 0.2842631640378386, "lr": 0.01, "mask_rcnn/accuracy": 0.8908832627665957, "mask_rcnn/false_negative": 0.0899951319415358, "mask_rcnn/false_positive": 0.12226476839476158, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7899356670677662, "total_loss": 1.6756155189796118} {"data_time": 0.01588829606771469, "eta_seconds": 70221.1359004816, "iteration": 179479, "loss_fcos_cls": 0.26055702357552946, "loss_fcos_ctr": 0.6192856226116419, "loss_fcos_loc": 0.20598912215791643, "loss_mask": 0.2691845279186964, "loss_maskiou": 0.005296854724292643, "loss_sem_seg": 0.277158219832927, "lr": 0.01, "mask_rcnn/accuracy": 0.8783327164436188, "mask_rcnn/false_negative": 0.09264631118931568, "mask_rcnn/false_positive": 0.15318162311683958, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.5, "time": 0.7703770762309432, "total_loss": 1.6434403930179542} {"data_time": 0.016949182376265526, "eta_seconds": 70176.93811387662, "iteration": 179499, "loss_fcos_cls": 0.2570039597339928, "loss_fcos_ctr": 0.618600812740624, "loss_fcos_loc": 0.19739052467048168, "loss_mask": 0.27002530125901103, "loss_maskiou": 0.005557832177146338, "loss_sem_seg": 0.25047913286834955, "lr": 0.01, "mask_rcnn/accuracy": 0.8705962198544014, "mask_rcnn/false_negative": 0.11018833741337265, "mask_rcnn/false_positive": 0.13641279318599042, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 34.0, "time": 0.7750730803236365, "total_loss": 1.644291422504466} {"data_time": 0.018531613051891327, "eta_seconds": 70161.42956963647, "iteration": 179519, "loss_fcos_cls": 0.27333343331702054, "loss_fcos_ctr": 0.619111537002027, "loss_fcos_loc": 0.1917760138749145, "loss_mask": 0.26850912580266595, "loss_maskiou": 0.005538812947634142, "loss_sem_seg": 0.2900356234749779, "lr": 0.01, "mask_rcnn/accuracy": 0.873183443459351, "mask_rcnn/false_negative": 0.09082753072306773, "mask_rcnn/false_positive": 0.15966558586413343, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.25, "time": 0.7722053499892354, "total_loss": 1.6307125092025672} {"data_time": 0.014378441497683525, "eta_seconds": 70124.75673926622, "iteration": 179539, "loss_fcos_cls": 0.2643417534418404, "loss_fcos_ctr": 0.6230730721727014, "loss_fcos_loc": 0.2057212779764086, "loss_mask": 0.2676620548591018, "loss_maskiou": 0.005623174045467749, "loss_sem_seg": 0.33051604870706797, "lr": 0.01, "mask_rcnn/accuracy": 0.8754563672356721, "mask_rcnn/false_negative": 0.09259942126082271, "mask_rcnn/false_positive": 0.1300314166922415, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7747120894491673, "total_loss": 1.7119539517952944} {"data_time": 0.015612291172146797, "eta_seconds": 70109.25287423283, "iteration": 179559, "loss_fcos_cls": 0.2580188091378659, "loss_fcos_ctr": 0.6200247211381793, "loss_fcos_loc": 0.19322044542059302, "loss_mask": 0.2705978322774172, "loss_maskiou": 0.006200343639648054, "loss_sem_seg": 0.2703304346650839, "lr": 0.01, "mask_rcnn/accuracy": 0.9046659588037342, "mask_rcnn/false_negative": 0.08470517945668457, "mask_rcnn/false_positive": 0.10131517622200069, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.5, "time": 0.7682874444872141, "total_loss": 1.6716831786980038} {"data_time": 0.016803327947854996, "eta_seconds": 70114.90393691603, "iteration": 179579, "loss_fcos_cls": 0.2676237653940916, "loss_fcos_ctr": 0.6189896855503321, "loss_fcos_loc": 0.19025628978852183, "loss_mask": 0.2683139005675912, "loss_maskiou": 0.005583467474934878, "loss_sem_seg": 0.2547158724628389, "lr": 0.01, "mask_rcnn/accuracy": 0.8926402745615744, "mask_rcnn/false_negative": 0.09846412434372176, "mask_rcnn/false_positive": 0.11791474622323515, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 31.0, "time": 0.7876243581995368, "total_loss": 1.6117641120999906} {"data_time": 0.01640194747596979, "eta_seconds": 70152.79944812693, "iteration": 179599, "loss_fcos_cls": 0.2586189480498433, "loss_fcos_ctr": 0.6181877432391047, "loss_fcos_loc": 0.1955557616893202, "loss_mask": 0.2779401121661067, "loss_maskiou": 0.005665996330208145, "loss_sem_seg": 0.28378006094135344, "lr": 0.01, "mask_rcnn/accuracy": 0.8667181431959756, "mask_rcnn/false_negative": 0.13516273913356988, "mask_rcnn/false_positive": 0.14248987726015933, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7853855825960636, "total_loss": 1.654482527403161} {"data_time": 0.01692525390535593, "eta_seconds": 70055.73599334061, "iteration": 179619, "loss_fcos_cls": 0.25489845662377775, "loss_fcos_ctr": 0.6219196962192655, "loss_fcos_loc": 0.20086882647592574, "loss_mask": 0.2746767997741699, "loss_maskiou": 0.005446743132779375, "loss_sem_seg": 0.2666041674092412, "lr": 0.01, "mask_rcnn/accuracy": 0.8717402017625232, "mask_rcnn/false_negative": 0.09521905220514047, "mask_rcnn/false_positive": 0.13629322257965926, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.25, "time": 0.7587464051321149, "total_loss": 1.609228709814488} {"data_time": 0.017320286482572556, "eta_seconds": 70087.78938335087, "iteration": 179639, "loss_fcos_cls": 0.26337705727200955, "loss_fcos_ctr": 0.6212778938934207, "loss_fcos_loc": 0.18706186302006245, "loss_mask": 0.2673435714095831, "loss_maskiou": 0.005418700053269276, "loss_sem_seg": 0.2628807374276221, "lr": 0.01, "mask_rcnn/accuracy": 0.8836225375566893, "mask_rcnn/false_negative": 0.10051753930921087, "mask_rcnn/false_positive": 0.12444968576796511, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7769617643207312, "total_loss": 1.5812735918079852} {"data_time": 0.015246433205902576, "eta_seconds": 70097.01295931824, "iteration": 179659, "loss_fcos_cls": 0.24910214659757912, "loss_fcos_ctr": 0.6221336908638477, "loss_fcos_loc": 0.20471629046369344, "loss_mask": 0.270538242533803, "loss_maskiou": 0.005418755597929703, "loss_sem_seg": 0.25913470052182674, "lr": 0.01, "mask_rcnn/accuracy": 0.8859172214985285, "mask_rcnn/false_negative": 0.08906274147031219, "mask_rcnn/false_positive": 0.10519037050943354, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7674011439085007, "total_loss": 1.6199339710146887} {"data_time": 0.016386166214942932, "eta_seconds": 70056.76370219048, "iteration": 179679, "loss_fcos_cls": 0.24821511679328978, "loss_fcos_ctr": 0.6218696883879602, "loss_fcos_loc": 0.20030819159001112, "loss_mask": 0.2738335384055972, "loss_maskiou": 0.005521965984371491, "loss_sem_seg": 0.2640550001524389, "lr": 0.01, "mask_rcnn/accuracy": 0.8658614288471949, "mask_rcnn/false_negative": 0.10944866499624517, "mask_rcnn/false_positive": 0.15839585288607294, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 39.0, "time": 0.775606632232666, "total_loss": 1.6239146443840582} {"data_time": 0.016445755027234554, "eta_seconds": 70007.78974472638, "iteration": 179699, "loss_fcos_cls": 0.2524951542727649, "loss_fcos_ctr": 0.6170638827607036, "loss_fcos_loc": 0.19661248801276088, "loss_mask": 0.2789767272770405, "loss_maskiou": 0.005908316401473712, "loss_sem_seg": 0.28187077958136797, "lr": 0.01, "mask_rcnn/accuracy": 0.8891727115249283, "mask_rcnn/false_negative": 0.09032736016775676, "mask_rcnn/false_positive": 0.131936190748426, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.25, "time": 0.7821241961792111, "total_loss": 1.6617184848000761} {"data_time": 0.016217464581131935, "eta_seconds": 69992.2843151642, "iteration": 179719, "loss_fcos_cls": 0.24906014534644783, "loss_fcos_ctr": 0.6178091606125236, "loss_fcos_loc": 0.1882899662014097, "loss_mask": 0.25256073754280806, "loss_maskiou": 0.006021463035722263, "loss_sem_seg": 0.2829542357940227, "lr": 0.01, "mask_rcnn/accuracy": 0.8783956548314313, "mask_rcnn/false_negative": 0.11083540981276721, "mask_rcnn/false_positive": 0.14814926604346218, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.7727362867444754, "total_loss": 1.5782619339734083} {"data_time": 0.01639561727643013, "eta_seconds": 70027.21068570949, "iteration": 179739, "loss_fcos_cls": 0.26417810562998056, "loss_fcos_ctr": 0.6199050527065992, "loss_fcos_loc": 0.19890997000038624, "loss_mask": 0.26851253118366003, "loss_maskiou": 0.005513363357749768, "loss_sem_seg": 0.27809798857197165, "lr": 0.01, "mask_rcnn/accuracy": 0.8915088699679687, "mask_rcnn/false_negative": 0.08180451303838085, "mask_rcnn/false_positive": 0.14690250258656798, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.0, "time": 0.7795071303844452, "total_loss": 1.6402413361793151} {"data_time": 0.01682493556290865, "eta_seconds": 69975.32703875471, "iteration": 179759, "loss_fcos_cls": 0.24903605959843844, "loss_fcos_ctr": 0.6207511159591377, "loss_fcos_loc": 0.20264111901633441, "loss_mask": 0.2759867338463664, "loss_maskiou": 0.005261911363049876, "loss_sem_seg": 0.25538429664447904, "lr": 0.01, "mask_rcnn/accuracy": 0.8895640554358389, "mask_rcnn/false_negative": 0.09613868439805474, "mask_rcnn/false_positive": 0.13360795426467037, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.25, "time": 0.7647631773725152, "total_loss": 1.6012940980435815} {"data_time": 0.015083687379956245, "eta_seconds": 69931.7174744159, "iteration": 179779, "loss_fcos_cls": 0.25657530524767935, "loss_fcos_ctr": 0.6204471876844764, "loss_fcos_loc": 0.2010825672186911, "loss_mask": 0.2763235876336694, "loss_maskiou": 0.004963332918123342, "loss_sem_seg": 0.31043445388786495, "lr": 0.01, "mask_rcnn/accuracy": 0.8696141918305784, "mask_rcnn/false_negative": 0.08162163053266486, "mask_rcnn/false_positive": 0.15627089860468626, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.5, "time": 0.7814281862229109, "total_loss": 1.667560987858451} {"data_time": 0.01764837373048067, "eta_seconds": 69944.30995027442, "iteration": 179799, "loss_fcos_cls": 0.2662719446234405, "loss_fcos_ctr": 0.6235762042924762, "loss_fcos_loc": 0.20230234391056, "loss_mask": 0.2776874899864197, "loss_maskiou": 0.005755406295065768, "loss_sem_seg": 0.278918934520334, "lr": 0.01, "mask_rcnn/accuracy": 0.8719193185748876, "mask_rcnn/false_negative": 0.08670024636452381, "mask_rcnn/false_positive": 0.14044075789599536, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 33.0, "time": 0.7960402676835656, "total_loss": 1.650282674250775} {"data_time": 0.01831906195729971, "eta_seconds": 69928.80140603427, "iteration": 179819, "loss_fcos_cls": 0.24800327490083873, "loss_fcos_ctr": 0.6220002882182598, "loss_fcos_loc": 0.19771331455558538, "loss_mask": 0.2751214373856783, "loss_maskiou": 0.006205531884916127, "loss_sem_seg": 0.2597280709305778, "lr": 0.01, "mask_rcnn/accuracy": 0.8727839851591772, "mask_rcnn/false_negative": 0.1038937839408591, "mask_rcnn/false_positive": 0.14979481137427547, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.25, "time": 0.7826204858720303, "total_loss": 1.6101195650771842} {"data_time": 0.015048066154122353, "eta_seconds": 69919.8037321195, "iteration": 179839, "loss_fcos_cls": 0.25597791746258736, "loss_fcos_ctr": 0.6191246300004423, "loss_fcos_loc": 0.18848346709273756, "loss_mask": 0.2623446509242058, "loss_maskiou": 0.005719454449717887, "loss_sem_seg": 0.27746853744611144, "lr": 0.01, "mask_rcnn/accuracy": 0.8866645684247725, "mask_rcnn/false_negative": 0.10775803515292975, "mask_rcnn/false_positive": 0.12118512669852241, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.7719769282266498, "total_loss": 1.6213351103215246} {"data_time": 0.015446661040186882, "eta_seconds": 69904.29374360293, "iteration": 179859, "loss_fcos_cls": 0.2560471510514617, "loss_fcos_ctr": 0.6200469089671969, "loss_fcos_loc": 0.19888302678009495, "loss_mask": 0.2710632123053074, "loss_maskiou": 0.005604138015769422, "loss_sem_seg": 0.2657776908017695, "lr": 0.01, "mask_rcnn/accuracy": 0.8730134106409617, "mask_rcnn/false_negative": 0.09539580735529046, "mask_rcnn/false_positive": 0.16003982668408512, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 37.25, "time": 0.7822712576016784, "total_loss": 1.631118074117694} {"data_time": 0.014811329543590546, "eta_seconds": 69918.59445615299, "iteration": 179879, "loss_fcos_cls": 0.2638008198700845, "loss_fcos_ctr": 0.6227454673498869, "loss_fcos_loc": 0.19867954798974097, "loss_mask": 0.2613092241808772, "loss_maskiou": 0.00585606497770641, "loss_sem_seg": 0.27932455390691757, "lr": 0.01, "mask_rcnn/accuracy": 0.8913602368997997, "mask_rcnn/false_negative": 0.09664673859182171, "mask_rcnn/false_positive": 0.11055811188076459, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7721134787425399, "total_loss": 1.635462244561495} {"data_time": 0.015705017372965813, "eta_seconds": 69949.54346975405, "iteration": 179899, "loss_fcos_cls": 0.25701251719146967, "loss_fcos_ctr": 0.6197117182891816, "loss_fcos_loc": 0.1962179047986865, "loss_mask": 0.2697695344686508, "loss_maskiou": 0.00553728491649963, "loss_sem_seg": 0.2959490278735757, "lr": 0.01, "mask_rcnn/accuracy": 0.8942664956607642, "mask_rcnn/false_negative": 0.08903693181755669, "mask_rcnn/false_positive": 0.13916895736099438, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.0, "time": 0.7848024247214198, "total_loss": 1.6353908605597098} {"data_time": 0.015185106545686722, "eta_seconds": 69977.53781385999, "iteration": 179919, "loss_fcos_cls": 0.2503747222945094, "loss_fcos_ctr": 0.620051053352654, "loss_fcos_loc": 0.19586543086916208, "loss_mask": 0.27283287793397903, "loss_maskiou": 0.005668319812684786, "loss_sem_seg": 0.28648317069746554, "lr": 0.01, "mask_rcnn/accuracy": 0.8806617964501575, "mask_rcnn/false_negative": 0.08462185270023215, "mask_rcnn/false_positive": 0.12833733573484823, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.0, "time": 0.7893078178167343, "total_loss": 1.6394272547477158} {"data_time": 0.01722653117030859, "eta_seconds": 69974.42769050226, "iteration": 179939, "loss_fcos_cls": 0.2545540486462414, "loss_fcos_ctr": 0.6210957891307771, "loss_fcos_loc": 0.1950930191669613, "loss_mask": 0.2797727342694998, "loss_maskiou": 0.005728168005589396, "loss_sem_seg": 0.27507762890309095, "lr": 0.01, "mask_rcnn/accuracy": 0.8796545511492032, "mask_rcnn/false_negative": 0.09568845837940732, "mask_rcnn/false_positive": 0.146712563330812, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7731439098715782, "total_loss": 1.6186213243490783} {"data_time": 0.021550655364990234, "eta_seconds": 69983.99260078091, "iteration": 179959, "loss_fcos_cls": 0.25408924848306924, "loss_fcos_ctr": 0.6181131363846362, "loss_fcos_loc": 0.19505994964856654, "loss_mask": 0.2753697317093611, "loss_maskiou": 0.005740955537476111, "loss_sem_seg": 0.2682478982023895, "lr": 0.01, "mask_rcnn/accuracy": 0.8758802774310293, "mask_rcnn/false_negative": 0.10147550938931937, "mask_rcnn/false_positive": 0.15676604680628914, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.25, "time": 0.7824937179684639, "total_loss": 1.6434321610504412} {"data_time": 0.01495057251304388, "eta_seconds": 69968.44768399838, "iteration": 179979, "loss_fcos_cls": 0.24300333322025836, "loss_fcos_ctr": 0.6170590296387672, "loss_fcos_loc": 0.18652424006722867, "loss_mask": 0.26618893537670374, "loss_maskiou": 0.005356545458198525, "loss_sem_seg": 0.25343704503029585, "lr": 0.01, "mask_rcnn/accuracy": 0.8975216261316556, "mask_rcnn/false_negative": 0.08342736834516104, "mask_rcnn/false_positive": 0.13500291207483428, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7735904101282358, "total_loss": 1.605988268267538} {"data_time": 0.017328518442809582, "eta_seconds": 70004.8940271493, "iteration": 179999, "loss_fcos_cls": 0.24943768419325352, "loss_fcos_ctr": 0.6223369045183063, "loss_fcos_loc": 0.19371434533968568, "loss_mask": 0.273857279215008, "loss_maskiou": 0.005795992416096851, "loss_sem_seg": 0.2631005155853927, "lr": 0.01, "mask_rcnn/accuracy": 0.9013633231070206, "mask_rcnn/false_negative": 0.09490612671598767, "mask_rcnn/false_positive": 0.11870227641113149, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 26.25, "time": 0.7796905720606446, "total_loss": 1.6091504369542236} {"data_time": 0.01811491698026657, "eta_seconds": 69989.33755688183, "iteration": 180019, "loss_fcos_cls": 0.26394141861237586, "loss_fcos_ctr": 0.6218588063493371, "loss_fcos_loc": 0.20645293523557484, "loss_mask": 0.25884754583239555, "loss_maskiou": 0.005456196697195992, "loss_sem_seg": 0.29720937460660934, "lr": 0.01, "mask_rcnn/accuracy": 0.8698010418371244, "mask_rcnn/false_negative": 0.09066389905378977, "mask_rcnn/false_positive": 0.16082763098399816, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.25, "time": 0.7631299095228314, "total_loss": 1.6189807606988325} {"data_time": 0.016593120992183685, "eta_seconds": 69973.78108661436, "iteration": 180039, "loss_fcos_cls": 0.25064344133716077, "loss_fcos_ctr": 0.6205429481342435, "loss_fcos_loc": 0.20042990485671908, "loss_mask": 0.2736407704651356, "loss_maskiou": 0.0056292137305717915, "loss_sem_seg": 0.272227939683944, "lr": 0.01, "mask_rcnn/accuracy": 0.8780749287591291, "mask_rcnn/false_negative": 0.11800972759831316, "mask_rcnn/false_positive": 0.12852674250888313, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.75, "time": 0.7775787767022848, "total_loss": 1.6463681455352344} {"data_time": 0.01566391997039318, "eta_seconds": 69948.60875083227, "iteration": 180059, "loss_fcos_cls": 0.24191948864609003, "loss_fcos_ctr": 0.6208016164600849, "loss_fcos_loc": 0.20114273438230157, "loss_mask": 0.26641889940947294, "loss_maskiou": 0.006519176758956746, "loss_sem_seg": 0.23979427898302674, "lr": 0.01, "mask_rcnn/accuracy": 0.8951100603114087, "mask_rcnn/false_negative": 0.08561866455905176, "mask_rcnn/false_positive": 0.118174060010489, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7546088565140963, "total_loss": 1.5770801916951314} {"data_time": 0.016800178214907646, "eta_seconds": 69913.97083901335, "iteration": 180079, "loss_fcos_cls": 0.2512356170336716, "loss_fcos_ctr": 0.6208200138062239, "loss_fcos_loc": 0.18850705318618566, "loss_mask": 0.26064466312527657, "loss_maskiou": 0.005278841890685726, "loss_sem_seg": 0.24765500845387578, "lr": 0.01, "mask_rcnn/accuracy": 0.8834492647990873, "mask_rcnn/false_negative": 0.0913825572149861, "mask_rcnn/false_positive": 0.12190048842119511, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.25, "time": 0.7785083958879113, "total_loss": 1.5710459225083468} {"data_time": 0.015943014062941074, "eta_seconds": 69945.77371657826, "iteration": 180099, "loss_fcos_cls": 0.27000750915613025, "loss_fcos_ctr": 0.6213474255055189, "loss_fcos_loc": 0.20219488872680813, "loss_mask": 0.28008302487432957, "loss_maskiou": 0.005858794596861117, "loss_sem_seg": 0.2716021887026727, "lr": 0.01, "mask_rcnn/accuracy": 0.886437393515173, "mask_rcnn/false_negative": 0.10956169575610453, "mask_rcnn/false_positive": 0.1129174898893727, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.25, "time": 0.7918522758409381, "total_loss": 1.6532124323712196} {"data_time": 0.018048626370728016, "eta_seconds": 69922.09917466994, "iteration": 180119, "loss_fcos_cls": 0.260830229264684, "loss_fcos_ctr": 0.6202791030518711, "loss_fcos_loc": 0.20051708398386836, "loss_mask": 0.27325586043298244, "loss_maskiou": 0.005617749935481697, "loss_sem_seg": 0.28950880747288465, "lr": 0.01, "mask_rcnn/accuracy": 0.8586267390955217, "mask_rcnn/false_negative": 0.09608919213973773, "mask_rcnn/false_positive": 0.15833574747939, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.75, "time": 0.7649132590740919, "total_loss": 1.6351929087686585} {"data_time": 0.015253528952598572, "eta_seconds": 69914.65247266926, "iteration": 180139, "loss_fcos_cls": 0.25386539520695806, "loss_fcos_ctr": 0.6208523968234658, "loss_fcos_loc": 0.19338847638573498, "loss_mask": 0.2745606256648898, "loss_maskiou": 0.005622277611109894, "loss_sem_seg": 0.2986051510088146, "lr": 0.01, "mask_rcnn/accuracy": 0.8753983754960317, "mask_rcnn/false_negative": 0.10606229844280975, "mask_rcnn/false_positive": 0.14334804122356382, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7977337902411819, "total_loss": 1.653206474496983} {"data_time": 0.017284231260418892, "eta_seconds": 69904.03814267926, "iteration": 180159, "loss_fcos_cls": 0.2494547483511269, "loss_fcos_ctr": 0.6203739726915956, "loss_fcos_loc": 0.18826361960964277, "loss_mask": 0.26014919579029083, "loss_maskiou": 0.005829892092151567, "loss_sem_seg": 0.28933291230350733, "lr": 0.01, "mask_rcnn/accuracy": 0.8855019850749665, "mask_rcnn/false_negative": 0.09630873177844287, "mask_rcnn/false_positive": 0.11157261218536585, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7823983682319522, "total_loss": 1.6177104005764704} {"data_time": 0.01696968451142311, "eta_seconds": 69935.27127923723, "iteration": 180179, "loss_fcos_cls": 0.2572791059501469, "loss_fcos_ctr": 0.6193026127293706, "loss_fcos_loc": 0.1955737613607198, "loss_mask": 0.2634472642093897, "loss_maskiou": 0.005482608001329936, "loss_sem_seg": 0.27615312207490206, "lr": 0.01, "mask_rcnn/accuracy": 0.8618125857062192, "mask_rcnn/false_negative": 0.11087416508772831, "mask_rcnn/false_positive": 0.16075502467739156, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7841592496261001, "total_loss": 1.6340030815917999} {"data_time": 0.01589991245418787, "eta_seconds": 69883.41666368488, "iteration": 180199, "loss_fcos_cls": 0.25363349565304816, "loss_fcos_ctr": 0.618629951030016, "loss_fcos_loc": 0.19151043519377708, "loss_mask": 0.265712546184659, "loss_maskiou": 0.006134223218396073, "loss_sem_seg": 0.28112618252635, "lr": 0.01, "mask_rcnn/accuracy": 0.8736353412332675, "mask_rcnn/false_negative": 0.11211643306419838, "mask_rcnn/false_positive": 0.11700515252783919, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 25.25, "time": 0.7736131465062499, "total_loss": 1.6118203923397232} {"data_time": 0.017137558199465275, "eta_seconds": 69884.58957979828, "iteration": 180219, "loss_fcos_cls": 0.2747202153550461, "loss_fcos_ctr": 0.6194995101541281, "loss_fcos_loc": 0.1973363277502358, "loss_mask": 0.27995579317212105, "loss_maskiou": 0.005557015145313926, "loss_sem_seg": 0.2814251072704792, "lr": 0.01, "mask_rcnn/accuracy": 0.8680420631520974, "mask_rcnn/false_negative": 0.10281745405129947, "mask_rcnn/false_positive": 0.15469007056465733, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7885550456121564, "total_loss": 1.6489291448961012} {"data_time": 0.01876247115433216, "eta_seconds": 69921.24122869689, "iteration": 180239, "loss_fcos_cls": 0.2580420207232237, "loss_fcos_ctr": 0.6227887542918324, "loss_fcos_loc": 0.19768091279547662, "loss_mask": 0.2723366813734174, "loss_maskiou": 0.0051855837446055375, "loss_sem_seg": 0.26057376991957426, "lr": 0.01, "mask_rcnn/accuracy": 0.8655019216921559, "mask_rcnn/false_negative": 0.10116138655996573, "mask_rcnn/false_positive": 0.1424341507387616, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.0, "time": 0.7909956937655807, "total_loss": 1.6392037036348484} {"data_time": 0.015482703223824501, "eta_seconds": 69959.70263588987, "iteration": 180259, "loss_fcos_cls": 0.2590431848075241, "loss_fcos_ctr": 0.6206291643902659, "loss_fcos_loc": 0.198240933008492, "loss_mask": 0.2677605953067541, "loss_maskiou": 0.005053005734225735, "loss_sem_seg": 0.27709986199624836, "lr": 0.01, "mask_rcnn/accuracy": 0.8832824248120301, "mask_rcnn/false_negative": 0.10289655307421583, "mask_rcnn/false_positive": 0.12571980640311367, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.25, "time": 0.78592115547508, "total_loss": 1.628570514600142} {"data_time": 0.017212750390172005, "eta_seconds": 69904.18541441113, "iteration": 180279, "loss_fcos_cls": 0.2542072229553014, "loss_fcos_ctr": 0.6230326322838664, "loss_fcos_loc": 0.20233513135463, "loss_mask": 0.2673665964975953, "loss_maskiou": 0.005732642930524889, "loss_sem_seg": 0.2617843011394143, "lr": 0.01, "mask_rcnn/accuracy": 0.8782076456225715, "mask_rcnn/false_negative": 0.07671467655982635, "mask_rcnn/false_positive": 0.15057820446790704, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.7522071357816458, "total_loss": 1.6470000076878932} {"data_time": 0.01857886929064989, "eta_seconds": 69897.60542706307, "iteration": 180299, "loss_fcos_cls": 0.24748861463740468, "loss_fcos_ctr": 0.6198171144351363, "loss_fcos_loc": 0.1970218566711992, "loss_mask": 0.2701730690896511, "loss_maskiou": 0.005370943239540793, "loss_sem_seg": 0.2689319639466703, "lr": 0.01, "mask_rcnn/accuracy": 0.8797732018395283, "mask_rcnn/false_negative": 0.09702547827803581, "mask_rcnn/false_positive": 0.1433697999814561, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.25, "time": 0.7838424704968929, "total_loss": 1.6033798993121309} {"data_time": 0.016373692080378532, "eta_seconds": 69904.94728882145, "iteration": 180319, "loss_fcos_cls": 0.2475225382950157, "loss_fcos_ctr": 0.6222482649609447, "loss_fcos_loc": 0.20037272502668202, "loss_mask": 0.27336267847567797, "loss_maskiou": 0.005400848822318949, "loss_sem_seg": 0.2545392937026918, "lr": 0.01, "mask_rcnn/accuracy": 0.8715894720359006, "mask_rcnn/false_negative": 0.09026300181251841, "mask_rcnn/false_positive": 0.1492724222430746, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.7818504963070154, "total_loss": 1.5892735513334628} {"data_time": 0.015939993783831596, "eta_seconds": 69866.43627379742, "iteration": 180339, "loss_fcos_cls": 0.2577309829648584, "loss_fcos_ctr": 0.6230981284752488, "loss_fcos_loc": 0.2120031468803063, "loss_mask": 0.274704284965992, "loss_maskiou": 0.005869127926416695, "loss_sem_seg": 0.2927494696341455, "lr": 0.01, "mask_rcnn/accuracy": 0.8688498265159723, "mask_rcnn/false_negative": 0.09943429540140648, "mask_rcnn/false_positive": 0.1726736018094427, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.5, "time": 0.7759501822292805, "total_loss": 1.6838078696164303} {"data_time": 0.015581428073346615, "eta_seconds": 69847.26118774991, "iteration": 180359, "loss_fcos_cls": 0.25838412228040397, "loss_fcos_ctr": 0.6210156022571027, "loss_fcos_loc": 0.20919237309135497, "loss_mask": 0.28747223131358624, "loss_maskiou": 0.006381265222444199, "loss_sem_seg": 0.324808388017118, "lr": 0.01, "mask_rcnn/accuracy": 0.8727743203508509, "mask_rcnn/false_negative": 0.09588296037300456, "mask_rcnn/false_positive": 0.15959677908695435, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 27.5, "time": 0.7756689544767141, "total_loss": 1.7034256085607922} {"data_time": 0.015591984614729881, "eta_seconds": 69779.54985266831, "iteration": 180379, "loss_fcos_cls": 0.25687976740300655, "loss_fcos_ctr": 0.6204950250685215, "loss_fcos_loc": 0.19938410841859877, "loss_mask": 0.27414096519351006, "loss_maskiou": 0.005689869343768805, "loss_sem_seg": 0.28227126924321055, "lr": 0.01, "mask_rcnn/accuracy": 0.8559244412050535, "mask_rcnn/false_negative": 0.10239103348708167, "mask_rcnn/false_positive": 0.1830136221550341, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 37.5, "time": 0.7650251118466258, "total_loss": 1.6500370301146177} {"data_time": 0.016713608987629414, "eta_seconds": 69744.47946602851, "iteration": 180399, "loss_fcos_cls": 0.2597705777734518, "loss_fcos_ctr": 0.6227538799867034, "loss_fcos_loc": 0.2040802394039929, "loss_mask": 0.29049467481672764, "loss_maskiou": 0.006382894862326793, "loss_sem_seg": 0.28069221368059516, "lr": 0.01, "mask_rcnn/accuracy": 0.9007819143282313, "mask_rcnn/false_negative": 0.0897436968845183, "mask_rcnn/false_positive": 0.12727920200817927, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.25, "time": 0.771643428131938, "total_loss": 1.6655242625856772} {"data_time": 0.017091787420213223, "eta_seconds": 69716.73690972291, "iteration": 180419, "loss_fcos_cls": 0.256532299797982, "loss_fcos_ctr": 0.6183320879936218, "loss_fcos_loc": 0.19355335633736104, "loss_mask": 0.2688741208985448, "loss_maskiou": 0.005873677029740065, "loss_sem_seg": 0.26505240704864264, "lr": 0.01, "mask_rcnn/accuracy": 0.8879187612545019, "mask_rcnn/false_negative": 0.08387229551871543, "mask_rcnn/false_positive": 0.13878741188491162, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.0, "time": 0.7720386534929276, "total_loss": 1.6441121178868343} {"data_time": 0.017370237037539482, "eta_seconds": 69701.17183746211, "iteration": 180439, "loss_fcos_cls": 0.25532310432754457, "loss_fcos_ctr": 0.6203802041709423, "loss_fcos_loc": 0.1935141986468807, "loss_mask": 0.2777309864759445, "loss_maskiou": 0.0058672232771641575, "loss_sem_seg": 0.28939962619915605, "lr": 0.01, "mask_rcnn/accuracy": 0.8869364080859616, "mask_rcnn/false_negative": 0.07660921223367641, "mask_rcnn/false_positive": 0.14371197606097982, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.25, "time": 0.7810184247791767, "total_loss": 1.6384117552588577} {"data_time": 0.01639528200030327, "eta_seconds": 69650.63493231777, "iteration": 180459, "loss_fcos_cls": 0.24917151383124292, "loss_fcos_ctr": 0.6216224227100611, "loss_fcos_loc": 0.20001749461516738, "loss_mask": 0.279685671441257, "loss_maskiou": 0.005455194863316137, "loss_sem_seg": 0.2624551132321358, "lr": 0.01, "mask_rcnn/accuracy": 0.874454934155547, "mask_rcnn/false_negative": 0.1081131890883138, "mask_rcnn/false_positive": 0.14729344659294963, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7730270903557539, "total_loss": 1.6248306408087956} {"data_time": 0.017253324389457703, "eta_seconds": 69629.92939309683, "iteration": 180479, "loss_fcos_cls": 0.22973961266689003, "loss_fcos_ctr": 0.6211436558514833, "loss_fcos_loc": 0.19819116313010454, "loss_mask": 0.2756766425445676, "loss_maskiou": 0.005279170218273066, "loss_sem_seg": 0.26648165797814727, "lr": 0.01, "mask_rcnn/accuracy": 0.876796332336939, "mask_rcnn/false_negative": 0.10376995352395371, "mask_rcnn/false_positive": 0.15091962469503079, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7549039917066693, "total_loss": 1.5775755029462744} {"data_time": 0.01614435948431492, "eta_seconds": 69626.48166166525, "iteration": 180499, "loss_fcos_cls": 0.2606456340290606, "loss_fcos_ctr": 0.6244400897994637, "loss_fcos_loc": 0.20039915340021253, "loss_mask": 0.25673923175781965, "loss_maskiou": 0.004922000360238599, "loss_sem_seg": 0.2738915588706732, "lr": 0.01, "mask_rcnn/accuracy": 0.8877191079134357, "mask_rcnn/false_negative": 0.10268155657034252, "mask_rcnn/false_positive": 0.12613460841789664, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.0, "time": 0.7859061826020479, "total_loss": 1.6403092843975173} {"data_time": 0.018221575766801834, "eta_seconds": 69617.29194084741, "iteration": 180519, "loss_fcos_cls": 0.26452181627973914, "loss_fcos_ctr": 0.621308040805161, "loss_fcos_loc": 0.19390416448004544, "loss_mask": 0.27917171362787485, "loss_maskiou": 0.005787437330582179, "loss_sem_seg": 0.3071184544824064, "lr": 0.01, "mask_rcnn/accuracy": 0.8963261440940011, "mask_rcnn/false_negative": 0.10137564973122849, "mask_rcnn/false_positive": 0.12260478321340298, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.7777193430811167, "total_loss": 1.6641075904481113} {"data_time": 0.015373475849628448, "eta_seconds": 69601.73170080967, "iteration": 180539, "loss_fcos_cls": 0.25809083692729473, "loss_fcos_ctr": 0.6197254490107298, "loss_fcos_loc": 0.20044717052951455, "loss_mask": 0.2739508459344506, "loss_maskiou": 0.005185774956771638, "loss_sem_seg": 0.2898876944091171, "lr": 0.01, "mask_rcnn/accuracy": 0.8756799450549451, "mask_rcnn/false_negative": 0.0964843653557183, "mask_rcnn/false_positive": 0.15936572130944326, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.75, "time": 0.778892875649035, "total_loss": 1.64533539184049} {"data_time": 0.016773990355432034, "eta_seconds": 69595.50288324244, "iteration": 180559, "loss_fcos_cls": 0.2569725416833535, "loss_fcos_ctr": 0.6197212683036923, "loss_fcos_loc": 0.1990766687085852, "loss_mask": 0.2782098292373121, "loss_maskiou": 0.005647625956044067, "loss_sem_seg": 0.28259936533868313, "lr": 0.01, "mask_rcnn/accuracy": 0.9168757475517679, "mask_rcnn/false_negative": 0.06577498553731964, "mask_rcnn/false_positive": 0.08971235559262355, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 19.25, "time": 0.7694704001769423, "total_loss": 1.6225994991400512} {"data_time": 0.01589316874742508, "eta_seconds": 69564.24639576953, "iteration": 180579, "loss_fcos_cls": 0.2655566199682653, "loss_fcos_ctr": 0.6211204156279564, "loss_fcos_loc": 0.19814948341809213, "loss_mask": 0.27206035098060966, "loss_maskiou": 0.00558399576402735, "loss_sem_seg": 0.27057591115590185, "lr": 0.01, "mask_rcnn/accuracy": 0.8842671256342827, "mask_rcnn/false_negative": 0.09273451230510044, "mask_rcnn/false_positive": 0.14747406574456343, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.780604331754148, "total_loss": 1.6578558340843301} {"data_time": 0.01812721509486437, "eta_seconds": 69528.70847884752, "iteration": 180599, "loss_fcos_cls": 0.25734348641708493, "loss_fcos_ctr": 0.6203557988628745, "loss_fcos_loc": 0.19270896003581583, "loss_mask": 0.28029742650687695, "loss_maskiou": 0.005281492842186708, "loss_sem_seg": 0.2993953754194081, "lr": 0.01, "mask_rcnn/accuracy": 0.8696097429356358, "mask_rcnn/false_negative": 0.11382728351747903, "mask_rcnn/false_positive": 0.15693986391079046, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.7655730685219169, "total_loss": 1.6630439786677016} {"data_time": 0.015398520976305008, "eta_seconds": 69547.53163734637, "iteration": 180619, "loss_fcos_cls": 0.2642190051265061, "loss_fcos_ctr": 0.6213314789347351, "loss_fcos_loc": 0.20339969696942717, "loss_mask": 0.2835569838061929, "loss_maskiou": 0.0061941340754856355, "loss_sem_seg": 0.279075819067657, "lr": 0.01, "mask_rcnn/accuracy": 0.8720010974475261, "mask_rcnn/false_negative": 0.1156191380950928, "mask_rcnn/false_positive": 0.14592165984048783, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 26.0, "time": 0.7865293165668845, "total_loss": 1.6985517677021562} {"data_time": 0.018292895518243313, "eta_seconds": 69531.96959806792, "iteration": 180639, "loss_fcos_cls": 0.25502705480903387, "loss_fcos_ctr": 0.6193255167454481, "loss_fcos_loc": 0.19263431476429105, "loss_mask": 0.2692688424140215, "loss_maskiou": 0.005874197282537352, "loss_sem_seg": 0.2772154971025884, "lr": 0.01, "mask_rcnn/accuracy": 0.8808407654924255, "mask_rcnn/false_negative": 0.0952102827059277, "mask_rcnn/false_positive": 0.14622524072130147, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7742514805868268, "total_loss": 1.6203924553847173} {"data_time": 0.01787309441715479, "eta_seconds": 69528.67235137708, "iteration": 180659, "loss_fcos_cls": 0.25608038617065176, "loss_fcos_ctr": 0.6218736679293215, "loss_fcos_loc": 0.1992225613212213, "loss_mask": 0.2712918962351978, "loss_maskiou": 0.00620641066780081, "loss_sem_seg": 0.2829474559985101, "lr": 0.01, "mask_rcnn/accuracy": 0.856775073726299, "mask_rcnn/false_negative": 0.09902216252424645, "mask_rcnn/false_positive": 0.15118930022236637, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.25, "time": 0.7762551615014672, "total_loss": 1.6491699610051} {"data_time": 0.015557465143501759, "eta_seconds": 69500.84551951103, "iteration": 180679, "loss_fcos_cls": 0.25888204853981733, "loss_fcos_ctr": 0.6185546973720193, "loss_fcos_loc": 0.20098019274882972, "loss_mask": 0.260643586050719, "loss_maskiou": 0.005498247395735234, "loss_sem_seg": 0.28314116480760276, "lr": 0.01, "mask_rcnn/accuracy": 0.8938805879494656, "mask_rcnn/false_negative": 0.08806823414493223, "mask_rcnn/false_positive": 0.1496309335151041, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7646506102755666, "total_loss": 1.6272092332292232} {"data_time": 0.016206075437366962, "eta_seconds": 69497.54278159328, "iteration": 180699, "loss_fcos_cls": 0.2586061484180391, "loss_fcos_ctr": 0.6241912664845586, "loss_fcos_loc": 0.20889881101902574, "loss_mask": 0.2833797484636307, "loss_maskiou": 0.005917500740906689, "loss_sem_seg": 0.27004748233594, "lr": 0.01, "mask_rcnn/accuracy": 0.8747865114795919, "mask_rcnn/false_negative": 0.08829803382081372, "mask_rcnn/false_positive": 0.14142097712495605, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.0, "time": 0.7882528016343713, "total_loss": 1.6691873982454126} {"data_time": 0.016425284557044506, "eta_seconds": 69495.3948193267, "iteration": 180719, "loss_fcos_cls": 0.2575997435487807, "loss_fcos_ctr": 0.6212578294798732, "loss_fcos_loc": 0.19480898743495345, "loss_mask": 0.25260921474546194, "loss_maskiou": 0.004865053328103386, "loss_sem_seg": 0.2710790350101888, "lr": 0.01, "mask_rcnn/accuracy": 0.884469073553175, "mask_rcnn/false_negative": 0.08893572291188466, "mask_rcnn/false_positive": 0.11994143888463163, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.75, "time": 0.7737543229013681, "total_loss": 1.6198065437201876} {"data_time": 0.016576589085161686, "eta_seconds": 69529.79386753123, "iteration": 180739, "loss_fcos_cls": 0.25304967956617475, "loss_fcos_ctr": 0.6202694606035948, "loss_fcos_loc": 0.2038800565060228, "loss_mask": 0.27054709289222956, "loss_maskiou": 0.005627687634842005, "loss_sem_seg": 0.2776387599296868, "lr": 0.01, "mask_rcnn/accuracy": 0.8719885833797805, "mask_rcnn/false_negative": 0.10410708770783972, "mask_rcnn/false_positive": 0.15147043203910468, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.5, "time": 0.7953912019729614, "total_loss": 1.6673196785559412} {"data_time": 0.015567328780889511, "eta_seconds": 69467.28485348448, "iteration": 180759, "loss_fcos_cls": 0.25635139737278223, "loss_fcos_ctr": 0.6198901864700019, "loss_fcos_loc": 0.19555032439529896, "loss_mask": 0.264093279838562, "loss_maskiou": 0.005567751417402178, "loss_sem_seg": 0.26871946221217513, "lr": 0.01, "mask_rcnn/accuracy": 0.8686423788265306, "mask_rcnn/false_negative": 0.08314697162480951, "mask_rcnn/false_positive": 0.15143113038751496, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.0, "time": 0.7596689891070127, "total_loss": 1.6085685950311017} {"data_time": 0.017265277914702892, "eta_seconds": 69435.28364202566, "iteration": 180779, "loss_fcos_cls": 0.24597464653197676, "loss_fcos_ctr": 0.6170407785102725, "loss_fcos_loc": 0.18218137207441032, "loss_mask": 0.2478697383776307, "loss_maskiou": 0.005010534012399148, "loss_sem_seg": 0.2780529819428921, "lr": 0.01, "mask_rcnn/accuracy": 0.8867525856496445, "mask_rcnn/false_negative": 0.08148948811704039, "mask_rcnn/false_positive": 0.12256965040841411, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.7746479101479053, "total_loss": 1.5844969450845383} {"data_time": 0.016387433744966984, "eta_seconds": 69381.03162155952, "iteration": 180799, "loss_fcos_cls": 0.25687852315604687, "loss_fcos_ctr": 0.6182173453271389, "loss_fcos_loc": 0.19387341337278485, "loss_mask": 0.26624997425824404, "loss_maskiou": 0.005348723963834345, "loss_sem_seg": 0.2697266982868314, "lr": 0.01, "mask_rcnn/accuracy": 0.8781946762200754, "mask_rcnn/false_negative": 0.10405381858529322, "mask_rcnn/false_positive": 0.1431817974415684, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7630910249426961, "total_loss": 1.6005005277693272} {"data_time": 0.016193446703255177, "eta_seconds": 69312.14017407596, "iteration": 180819, "loss_fcos_cls": 0.260075257596327, "loss_fcos_ctr": 0.6181226773187518, "loss_fcos_loc": 0.1958288587629795, "loss_mask": 0.2493644217029214, "loss_maskiou": 0.005035955342464149, "loss_sem_seg": 0.27764856023713946, "lr": 0.01, "mask_rcnn/accuracy": 0.8820001214771623, "mask_rcnn/false_negative": 0.09251563053097436, "mask_rcnn/false_positive": 0.14970679230356745, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 25.25, "time": 0.7584102302789688, "total_loss": 1.6220107269400614} {"data_time": 0.01893474906682968, "eta_seconds": 69260.14407295268, "iteration": 180839, "loss_fcos_cls": 0.2480017077177763, "loss_fcos_ctr": 0.622694012708962, "loss_fcos_loc": 0.19635013956576586, "loss_mask": 0.27811199240386486, "loss_maskiou": 0.005579602460784372, "loss_sem_seg": 0.2824737932533026, "lr": 0.01, "mask_rcnn/accuracy": 0.9001721224203967, "mask_rcnn/false_negative": 0.08172867866031316, "mask_rcnn/false_positive": 0.12614915286669126, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.25, "time": 0.7636739816516638, "total_loss": 1.6250976114097284} {"data_time": 0.01546474639326334, "eta_seconds": 69244.60810003337, "iteration": 180859, "loss_fcos_cls": 0.2560114460065961, "loss_fcos_ctr": 0.6215410530567169, "loss_fcos_loc": 0.19839713774854317, "loss_mask": 0.28125306498259306, "loss_maskiou": 0.005537335498956963, "loss_sem_seg": 0.2747857002541423, "lr": 0.01, "mask_rcnn/accuracy": 0.8638773954703833, "mask_rcnn/false_negative": 0.10868286647191766, "mask_rcnn/false_positive": 0.1654917649322502, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7814370673149824, "total_loss": 1.6412395041697891} {"data_time": 0.015981915406882763, "eta_seconds": 69204.6384696057, "iteration": 180879, "loss_fcos_cls": 0.2600971204228699, "loss_fcos_ctr": 0.6226629270240664, "loss_fcos_loc": 0.20317846862599254, "loss_mask": 0.28337652422487736, "loss_maskiou": 0.0056554568582214415, "loss_sem_seg": 0.28914562601130456, "lr": 0.01, "mask_rcnn/accuracy": 0.867305346051464, "mask_rcnn/false_negative": 0.11238985548790748, "mask_rcnn/false_positive": 0.13418376495057233, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.5, "time": 0.7679874924942851, "total_loss": 1.630167900249944} {"data_time": 0.016363070346415043, "eta_seconds": 69257.88352211751, "iteration": 180899, "loss_fcos_cls": 0.2620054556755349, "loss_fcos_ctr": 0.6221853345632553, "loss_fcos_loc": 0.20158749539405107, "loss_mask": 0.2696002935990691, "loss_maskiou": 0.005594237583864015, "loss_sem_seg": 0.2916000384138897, "lr": 0.01, "mask_rcnn/accuracy": 0.8684141760152336, "mask_rcnn/false_negative": 0.1049161769588419, "mask_rcnn/false_positive": 0.16619054664007554, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.793239189311862, "total_loss": 1.644786560544162} {"data_time": 0.01662359293550253, "eta_seconds": 69197.68915244006, "iteration": 180919, "loss_fcos_cls": 0.26462815096601844, "loss_fcos_ctr": 0.6202960386872292, "loss_fcos_loc": 0.19626680039800704, "loss_mask": 0.2715693647041917, "loss_maskiou": 0.005539055469853338, "loss_sem_seg": 0.2584360199980438, "lr": 0.01, "mask_rcnn/accuracy": 0.873846282384994, "mask_rcnn/false_negative": 0.13147341272813723, "mask_rcnn/false_positive": 0.1224726075958786, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.7748229252174497, "total_loss": 1.61876422190835} {"data_time": 0.01583949476480484, "eta_seconds": 69146.15391769353, "iteration": 180939, "loss_fcos_cls": 0.2616251965519041, "loss_fcos_ctr": 0.6199499182403088, "loss_fcos_loc": 0.19178941095015034, "loss_mask": 0.2693676194176078, "loss_maskiou": 0.005801594645163277, "loss_sem_seg": 0.30530527932569385, "lr": 0.01, "mask_rcnn/accuracy": 0.9039684440187314, "mask_rcnn/false_negative": 0.0923336460759551, "mask_rcnn/false_positive": 0.10326022531444252, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 27.5, "time": 0.7720508463680744, "total_loss": 1.6623876381854643} {"data_time": 0.016234194859862328, "eta_seconds": 69073.19278601836, "iteration": 180959, "loss_fcos_cls": 0.2482862896285951, "loss_fcos_ctr": 0.6215093620121479, "loss_fcos_loc": 0.19949320633895695, "loss_mask": 0.2724530892446637, "loss_maskiou": 0.005643127093208022, "loss_sem_seg": 0.24520332948304713, "lr": 0.01, "mask_rcnn/accuracy": 0.8588614469760507, "mask_rcnn/false_negative": 0.10758703431875208, "mask_rcnn/false_positive": 0.1864083504062768, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7695165146142244, "total_loss": 1.6064281381986802} {"data_time": 0.01681060530245304, "eta_seconds": 69032.65363554377, "iteration": 180979, "loss_fcos_cls": 0.24771750380750746, "loss_fcos_ctr": 0.6186463255435228, "loss_fcos_loc": 0.188770838547498, "loss_mask": 0.2638655472546816, "loss_maskiou": 0.005104199626657646, "loss_sem_seg": 0.23846792278345674, "lr": 0.01, "mask_rcnn/accuracy": 0.8888272643818849, "mask_rcnn/false_negative": 0.09921089006307846, "mask_rcnn/false_positive": 0.10440535658489614, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.7651688195765018, "total_loss": 1.5864682856190484} {"data_time": 0.01667481381446123, "eta_seconds": 68996.03716131672, "iteration": 180999, "loss_fcos_cls": 0.272546979598701, "loss_fcos_ctr": 0.6218181792646646, "loss_fcos_loc": 0.19705517659895122, "loss_mask": 0.27029880601912737, "loss_maskiou": 0.005959681067906786, "loss_sem_seg": 0.33224961068481207, "lr": 0.01, "mask_rcnn/accuracy": 0.8873567848191908, "mask_rcnn/false_negative": 0.11087988823983046, "mask_rcnn/false_positive": 0.12662286693423055, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 24.25, "time": 0.7829891042783856, "total_loss": 1.699747359387402} {"data_time": 0.019108020700514317, "eta_seconds": 69045.75379520096, "iteration": 181019, "loss_fcos_cls": 0.2712476330343634, "loss_fcos_ctr": 0.6208375664427876, "loss_fcos_loc": 0.20333730767015368, "loss_mask": 0.28152403328567743, "loss_maskiou": 0.006014138867612928, "loss_sem_seg": 0.26606006920337677, "lr": 0.01, "mask_rcnn/accuracy": 0.8585276934161359, "mask_rcnn/false_negative": 0.11028488944233361, "mask_rcnn/false_positive": 0.16809542441345487, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.776635579764843, "total_loss": 1.6655744659474294} {"data_time": 0.017306246794760227, "eta_seconds": 69049.08145032078, "iteration": 181039, "loss_fcos_cls": 0.2523704650811851, "loss_fcos_ctr": 0.6212019389495254, "loss_fcos_loc": 0.19743075990118086, "loss_mask": 0.266963008325547, "loss_maskiou": 0.005907649334403686, "loss_sem_seg": 0.2733932342380285, "lr": 0.01, "mask_rcnn/accuracy": 0.87746063561479, "mask_rcnn/false_negative": 0.08929288533336241, "mask_rcnn/false_positive": 0.15023533093992528, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7783037209883332, "total_loss": 1.6026654578672606} {"data_time": 0.016003301367163658, "eta_seconds": 69088.93783081882, "iteration": 181059, "loss_fcos_cls": 0.24156539130490273, "loss_fcos_ctr": 0.6175453085452318, "loss_fcos_loc": 0.19344779942184687, "loss_mask": 0.26540586818009615, "loss_maskiou": 0.006071521951525938, "loss_sem_seg": 0.24616963975131512, "lr": 0.01, "mask_rcnn/accuracy": 0.8765588886748845, "mask_rcnn/false_negative": 0.0889551029139756, "mask_rcnn/false_positive": 0.166248711745558, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.5, "time": 0.7847368652001023, "total_loss": 1.5784004006673058} {"data_time": 0.015592950396239758, "eta_seconds": 69050.96749583725, "iteration": 181079, "loss_fcos_cls": 0.26367634488269687, "loss_fcos_ctr": 0.6227692645043135, "loss_fcos_loc": 0.21020778885576874, "loss_mask": 0.2775681260973215, "loss_maskiou": 0.0055560984328622, "loss_sem_seg": 0.306239805649966, "lr": 0.01, "mask_rcnn/accuracy": 0.8743363198938112, "mask_rcnn/false_negative": 0.09948355773122627, "mask_rcnn/false_positive": 0.16442733401494125, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7792079942300916, "total_loss": 1.6744836176621902} {"data_time": 0.016708734445273876, "eta_seconds": 68997.47771320771, "iteration": 181099, "loss_fcos_cls": 0.2508539806585759, "loss_fcos_ctr": 0.6187159130349755, "loss_fcos_loc": 0.1904413552256301, "loss_mask": 0.2656193096190691, "loss_maskiou": 0.006021697408868931, "loss_sem_seg": 0.2661686693318188, "lr": 0.01, "mask_rcnn/accuracy": 0.8773411416299999, "mask_rcnn/false_negative": 0.10709111925494011, "mask_rcnn/false_positive": 0.14536286399537657, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.5, "time": 0.7691562259569764, "total_loss": 1.622434664197499} {"data_time": 0.015517616644501686, "eta_seconds": 68981.95539563801, "iteration": 181119, "loss_fcos_cls": 0.2637271548155695, "loss_fcos_ctr": 0.6182423252612352, "loss_fcos_loc": 0.1878789413603954, "loss_mask": 0.26160754170268774, "loss_maskiou": 0.005491298139531864, "loss_sem_seg": 0.25185990519821644, "lr": 0.01, "mask_rcnn/accuracy": 0.8889279382724078, "mask_rcnn/false_negative": 0.09907102110911963, "mask_rcnn/false_positive": 0.12361084347202082, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.5, "time": 0.7603187747299671, "total_loss": 1.6001605938290595} {"data_time": 0.015366817824542522, "eta_seconds": 68952.63851828314, "iteration": 181139, "loss_fcos_cls": 0.2656692898599431, "loss_fcos_ctr": 0.6176719926297665, "loss_fcos_loc": 0.18862085253931582, "loss_mask": 0.2678285799920559, "loss_maskiou": 0.005432580772321671, "loss_sem_seg": 0.2876187339425087, "lr": 0.01, "mask_rcnn/accuracy": 0.8802255140128106, "mask_rcnn/false_negative": 0.09515935655523906, "mask_rcnn/false_positive": 0.17183501317883743, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 39.25, "time": 0.7900438476353884, "total_loss": 1.6598110535851447} {"data_time": 0.014615260064601898, "eta_seconds": 68955.94075075537, "iteration": 181159, "loss_fcos_cls": 0.2600689302198589, "loss_fcos_ctr": 0.6213242318481207, "loss_fcos_loc": 0.21107489347923547, "loss_mask": 0.27197230607271194, "loss_maskiou": 0.005440435736090876, "loss_sem_seg": 0.3027384905144572, "lr": 0.01, "mask_rcnn/accuracy": 0.8825353218210361, "mask_rcnn/false_negative": 0.09954428574540394, "mask_rcnn/false_positive": 0.12917263960596548, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.0, "time": 0.7835421767085791, "total_loss": 1.6952538407495013} {"data_time": 0.017356861382722855, "eta_seconds": 68951.26127975341, "iteration": 181179, "loss_fcos_cls": 0.256352708209306, "loss_fcos_ctr": 0.6212805872783065, "loss_fcos_loc": 0.20147105841897428, "loss_mask": 0.2717337445355952, "loss_maskiou": 0.00561932688287925, "loss_sem_seg": 0.2640447427984327, "lr": 0.01, "mask_rcnn/accuracy": 0.8945851586023754, "mask_rcnn/false_negative": 0.08901514155798383, "mask_rcnn/false_positive": 0.14036683393550067, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7840429684147239, "total_loss": 1.6237627980008256} {"data_time": 0.015692757442593575, "eta_seconds": 69004.23007474281, "iteration": 181199, "loss_fcos_cls": 0.2527203180361539, "loss_fcos_ctr": 0.6190820001065731, "loss_fcos_loc": 0.1999179965350777, "loss_mask": 0.281110355630517, "loss_maskiou": 0.005924027747823857, "loss_sem_seg": 0.2646044045686722, "lr": 0.01, "mask_rcnn/accuracy": 0.8599356001141716, "mask_rcnn/false_negative": 0.08934260554795476, "mask_rcnn/false_positive": 0.14726502316285145, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7973966142162681, "total_loss": 1.633751468758419} {"data_time": 0.015004719607532024, "eta_seconds": 68968.32589877397, "iteration": 181219, "loss_fcos_cls": 0.24944319180212915, "loss_fcos_ctr": 0.6189735610969365, "loss_fcos_loc": 0.19109410420060158, "loss_mask": 0.28789052926003933, "loss_maskiou": 0.005616941751213744, "loss_sem_seg": 0.27144109876826406, "lr": 0.01, "mask_rcnn/accuracy": 0.9011889775895824, "mask_rcnn/false_negative": 0.08013120125856235, "mask_rcnn/false_positive": 0.13370837367887123, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.25, "time": 0.7810079166665673, "total_loss": 1.6177138234488666} {"data_time": 0.017011618241667747, "eta_seconds": 68904.68360469025, "iteration": 181239, "loss_fcos_cls": 0.26250142010394484, "loss_fcos_ctr": 0.6196723971515894, "loss_fcos_loc": 0.1925403968198225, "loss_mask": 0.2702273316681385, "loss_maskiou": 0.005454955458844779, "loss_sem_seg": 0.3124502031132579, "lr": 0.01, "mask_rcnn/accuracy": 0.8872436192522122, "mask_rcnn/false_negative": 0.0919118219244246, "mask_rcnn/false_positive": 0.13081406522452313, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 24.5, "time": 0.7783162221312523, "total_loss": 1.6771156507602427} {"data_time": 0.018985441885888577, "eta_seconds": 68791.3525265893, "iteration": 181259, "loss_fcos_cls": 0.2524812677875161, "loss_fcos_ctr": 0.6199597036466002, "loss_fcos_loc": 0.18914947612211108, "loss_mask": 0.2771154302172363, "loss_maskiou": 0.005822414314025082, "loss_sem_seg": 0.29018670972436666, "lr": 0.01, "mask_rcnn/accuracy": 0.89114915606177, "mask_rcnn/false_negative": 0.08609110417905884, "mask_rcnn/false_positive": 0.15139742108545132, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 25.75, "time": 0.7567124832421541, "total_loss": 1.65011676242284} {"data_time": 0.015071758069097996, "eta_seconds": 68869.36161298584, "iteration": 181279, "loss_fcos_cls": 0.2591075305826962, "loss_fcos_ctr": 0.6211388823576272, "loss_fcos_loc": 0.20341191854095086, "loss_mask": 0.287439395673573, "loss_maskiou": 0.006082173713366501, "loss_sem_seg": 0.296168279601261, "lr": 0.01, "mask_rcnn/accuracy": 0.8751592157842158, "mask_rcnn/false_negative": 0.09319612729466964, "mask_rcnn/false_positive": 0.13211301891742955, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.75, "time": 0.7870249627158046, "total_loss": 1.6845572104866733} {"data_time": 0.015603617765009403, "eta_seconds": 68853.83668391313, "iteration": 181299, "loss_fcos_cls": 0.2614249545149505, "loss_fcos_ctr": 0.6207958641462028, "loss_fcos_loc": 0.20443854352924973, "loss_mask": 0.26385460374876857, "loss_maskiou": 0.006106158762122504, "loss_sem_seg": 0.2953799129463732, "lr": 0.01, "mask_rcnn/accuracy": 0.8846194727891157, "mask_rcnn/false_negative": 0.10373684885487901, "mask_rcnn/false_positive": 0.12426663591021234, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7925012353807688, "total_loss": 1.6538849122880492} {"data_time": 0.01779956743121147, "eta_seconds": 68848.30744947307, "iteration": 181319, "loss_fcos_cls": 0.24070878967177123, "loss_fcos_ctr": 0.6182368146255612, "loss_fcos_loc": 0.18696130742318928, "loss_mask": 0.2704992154613137, "loss_maskiou": 0.00580957777765434, "loss_sem_seg": 0.27678009821102023, "lr": 0.01, "mask_rcnn/accuracy": 0.8806427601070459, "mask_rcnn/false_negative": 0.09770675191388845, "mask_rcnn/false_positive": 0.1487806760573795, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.25, "time": 0.7872856641188264, "total_loss": 1.5918637823488098} {"data_time": 0.01876224670559168, "eta_seconds": 68846.27096052375, "iteration": 181339, "loss_fcos_cls": 0.2519425069913268, "loss_fcos_ctr": 0.6197090623900294, "loss_fcos_loc": 0.1895631910301745, "loss_mask": 0.26340392604470253, "loss_maskiou": 0.005144359995028935, "loss_sem_seg": 0.2586790560744703, "lr": 0.01, "mask_rcnn/accuracy": 0.882513323217218, "mask_rcnn/false_negative": 0.08859436263490789, "mask_rcnn/false_positive": 0.14586991534263877, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7795252474024892, "total_loss": 1.5917819280766707} {"data_time": 0.01493924017995596, "eta_seconds": 68807.26189669501, "iteration": 181359, "loss_fcos_cls": 0.24898996949195862, "loss_fcos_ctr": 0.6204327866435051, "loss_fcos_loc": 0.19489887077361345, "loss_mask": 0.2685176357626915, "loss_maskiou": 0.00515076972078532, "loss_sem_seg": 0.28617728827521205, "lr": 0.01, "mask_rcnn/accuracy": 0.8792400614091791, "mask_rcnn/false_negative": 0.10861747579954001, "mask_rcnn/false_positive": 0.1168071891570934, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7612136034294963, "total_loss": 1.616422735984088} {"data_time": 0.016883439384400845, "eta_seconds": 68806.17031244468, "iteration": 181379, "loss_fcos_cls": 0.2564612936694175, "loss_fcos_ctr": 0.6204919088631868, "loss_fcos_loc": 0.19644928362686187, "loss_mask": 0.26234117057174444, "loss_maskiou": 0.0051527277755667455, "loss_sem_seg": 0.27337068947963417, "lr": 0.01, "mask_rcnn/accuracy": 0.8960871469800041, "mask_rcnn/false_negative": 0.09051013586748427, "mask_rcnn/false_positive": 0.13861617929190956, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 22.75, "time": 0.7744184099137783, "total_loss": 1.6194173390977085} {"data_time": 0.016282114200294018, "eta_seconds": 68825.5527949296, "iteration": 181399, "loss_fcos_cls": 0.25557263288646936, "loss_fcos_ctr": 0.6189665249548852, "loss_fcos_loc": 0.19178858771920204, "loss_mask": 0.2741178194992244, "loss_maskiou": 0.00520065847740625, "loss_sem_seg": 0.29914721520617604, "lr": 0.01, "mask_rcnn/accuracy": 0.8822656840513983, "mask_rcnn/false_negative": 0.10088428343519185, "mask_rcnn/false_positive": 0.10228847843277283, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.25, "time": 0.7885338915511966, "total_loss": 1.6787054942687973} {"data_time": 0.016189737245440483, "eta_seconds": 68795.80010152236, "iteration": 181419, "loss_fcos_cls": 0.26559862424619496, "loss_fcos_ctr": 0.6215188149362803, "loss_fcos_loc": 0.20168322056997567, "loss_mask": 0.27085456252098083, "loss_maskiou": 0.005943968957581092, "loss_sem_seg": 0.2868807134218514, "lr": 0.01, "mask_rcnn/accuracy": 0.8775546570370063, "mask_rcnn/false_negative": 0.09488817000859753, "mask_rcnn/false_positive": 0.1272753454931615, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.0, "time": 0.7679076576605439, "total_loss": 1.6478123647830216} {"data_time": 0.015610364265739918, "eta_seconds": 68780.26724456623, "iteration": 181439, "loss_fcos_cls": 0.26670595770701766, "loss_fcos_ctr": 0.6158391847275198, "loss_fcos_loc": 0.1967699205270037, "loss_mask": 0.2729063215665519, "loss_maskiou": 0.006305577189777978, "loss_sem_seg": 0.3143363203853369, "lr": 0.01, "mask_rcnn/accuracy": 0.8747561524609844, "mask_rcnn/false_negative": 0.09632137126682835, "mask_rcnn/false_positive": 0.16681454512107427, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.5, "time": 0.7845715759322047, "total_loss": 1.7087671775952913} {"data_time": 0.017503857612609863, "eta_seconds": 68778.94459448382, "iteration": 181459, "loss_fcos_cls": 0.25839590665418655, "loss_fcos_ctr": 0.6178590203635395, "loss_fcos_loc": 0.19020367844495922, "loss_mask": 0.2653940301388502, "loss_maskiou": 0.004984790008165874, "loss_sem_seg": 0.2799036488868296, "lr": 0.01, "mask_rcnn/accuracy": 0.8759355747015787, "mask_rcnn/false_negative": 0.09409229457675403, "mask_rcnn/false_positive": 0.14001827108356485, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7837885785847902, "total_loss": 1.6247071114630671} {"data_time": 0.01490083523094654, "eta_seconds": 68793.461378376, "iteration": 181479, "loss_fcos_cls": 0.2574256546795368, "loss_fcos_ctr": 0.6218561502173543, "loss_fcos_loc": 0.19594520586542785, "loss_mask": 0.27856722846627235, "loss_maskiou": 0.005939528971794061, "loss_sem_seg": 0.2611026749946177, "lr": 0.01, "mask_rcnn/accuracy": 0.8486266059976483, "mask_rcnn/false_negative": 0.10586307159557876, "mask_rcnn/false_positive": 0.18795573807845567, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 36.5, "time": 0.779917910695076, "total_loss": 1.6597935110330582} {"data_time": 0.01617729850113392, "eta_seconds": 68771.11030106433, "iteration": 181499, "loss_fcos_cls": 0.24413067242130637, "loss_fcos_ctr": 0.6185248168185353, "loss_fcos_loc": 0.1895402741502039, "loss_mask": 0.2653555879369378, "loss_maskiou": 0.005194958481297363, "loss_sem_seg": 0.27137671411037445, "lr": 0.01, "mask_rcnn/accuracy": 0.8782990387246853, "mask_rcnn/false_negative": 0.09584689847148078, "mask_rcnn/false_positive": 0.12520243862535563, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.75, "time": 0.7731979414820671, "total_loss": 1.6080487868603086} {"data_time": 0.014751708135008812, "eta_seconds": 68755.5689828191, "iteration": 181519, "loss_fcos_cls": 0.25082933146040887, "loss_fcos_ctr": 0.6188278011977673, "loss_fcos_loc": 0.19390870025381446, "loss_mask": 0.26650294940918684, "loss_maskiou": 0.00554475597164128, "loss_sem_seg": 0.27532185800373554, "lr": 0.01, "mask_rcnn/accuracy": 0.8812810701203558, "mask_rcnn/false_negative": 0.10361112930060754, "mask_rcnn/false_positive": 0.14440451437847932, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 24.5, "time": 0.7704446585848927, "total_loss": 1.6368080613974598} {"data_time": 0.015639619901776314, "eta_seconds": 68740.02766457386, "iteration": 181539, "loss_fcos_cls": 0.2524508386850357, "loss_fcos_ctr": 0.6200924795120955, "loss_fcos_loc": 0.18665525689721107, "loss_mask": 0.2620825208723545, "loss_maskiou": 0.005396887041570153, "loss_sem_seg": 0.2745672455057502, "lr": 0.01, "mask_rcnn/accuracy": 0.883069984459301, "mask_rcnn/false_negative": 0.1089684013964016, "mask_rcnn/false_positive": 0.13154812291378018, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.5, "time": 0.7765363128855824, "total_loss": 1.59716701637808} {"data_time": 0.015940126031637192, "eta_seconds": 68731.28995114099, "iteration": 181559, "loss_fcos_cls": 0.2617998141795397, "loss_fcos_ctr": 0.6199016994796693, "loss_fcos_loc": 0.20576256304048002, "loss_mask": 0.2626582244411111, "loss_maskiou": 0.005878450981981587, "loss_sem_seg": 0.275307634845376, "lr": 0.01, "mask_rcnn/accuracy": 0.8789054907677356, "mask_rcnn/false_negative": 0.09900141141993155, "mask_rcnn/false_positive": 0.12596468088014562, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.7794426335021853, "total_loss": 1.6458936351918965} {"data_time": 0.0147619703784585, "eta_seconds": 68719.78496937547, "iteration": 181579, "loss_fcos_cls": 0.2584763092454523, "loss_fcos_ctr": 0.6214939961209893, "loss_fcos_loc": 0.1935557818505913, "loss_mask": 0.2814805246889591, "loss_maskiou": 0.005716346655390225, "loss_sem_seg": 0.31317084562033415, "lr": 0.01, "mask_rcnn/accuracy": 0.8591489032053499, "mask_rcnn/false_negative": 0.12217205077143067, "mask_rcnn/false_positive": 0.15529024472984518, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.75, "time": 0.7787746535614133, "total_loss": 1.678106077873963} {"data_time": 0.015703395940363407, "eta_seconds": 68710.54766551126, "iteration": 181599, "loss_fcos_cls": 0.25550047401338816, "loss_fcos_ctr": 0.6196377035230398, "loss_fcos_loc": 0.2009368205908686, "loss_mask": 0.27447863947600126, "loss_maskiou": 0.0058578638127073646, "loss_sem_seg": 0.305310538969934, "lr": 0.01, "mask_rcnn/accuracy": 0.8887565105486087, "mask_rcnn/false_negative": 0.09701024187274099, "mask_rcnn/false_positive": 0.14152470949228996, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7779823197051883, "total_loss": 1.6421446039530565} {"data_time": 0.015609627589583397, "eta_seconds": 68678.02981261536, "iteration": 181619, "loss_fcos_cls": 0.26378181646578014, "loss_fcos_ctr": 0.6205449476838112, "loss_fcos_loc": 0.20835093746427447, "loss_mask": 0.2781251035630703, "loss_maskiou": 0.005468706716783345, "loss_sem_seg": 0.2748497002758086, "lr": 0.01, "mask_rcnn/accuracy": 0.873409735661506, "mask_rcnn/false_negative": 0.10193268133542766, "mask_rcnn/false_positive": 0.13303152274052485, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7751978328451514, "total_loss": 1.6474491658809711} {"data_time": 0.019391908310353756, "eta_seconds": 68656.55186875165, "iteration": 181639, "loss_fcos_cls": 0.2596750564407557, "loss_fcos_ctr": 0.6241742325946689, "loss_fcos_loc": 0.20115006295964122, "loss_mask": 0.28062265692278743, "loss_maskiou": 0.00608210817881627, "loss_sem_seg": 0.28865055507048965, "lr": 0.01, "mask_rcnn/accuracy": 0.8881627580009277, "mask_rcnn/false_negative": 0.08653654781125404, "mask_rcnn/false_positive": 0.13094689993962796, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.25, "time": 0.7734151361510158, "total_loss": 1.6494218635198195} {"data_time": 0.015350339002907276, "eta_seconds": 68623.58392633125, "iteration": 181659, "loss_fcos_cls": 0.2558416083920747, "loss_fcos_ctr": 0.6187464445829391, "loss_fcos_loc": 0.19521105976309627, "loss_mask": 0.26964088762179017, "loss_maskiou": 0.005604155798209831, "loss_sem_seg": 0.25956169329583645, "lr": 0.01, "mask_rcnn/accuracy": 0.8987512939958593, "mask_rcnn/false_negative": 0.0986236139764711, "mask_rcnn/false_positive": 0.121636246811365, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.25, "time": 0.7582613853737712, "total_loss": 1.6219861975914682} {"data_time": 0.015337195247411728, "eta_seconds": 68638.03281028848, "iteration": 181679, "loss_fcos_cls": 0.2598679910879582, "loss_fcos_ctr": 0.6231146287173033, "loss_fcos_loc": 0.20469797868281603, "loss_mask": 0.2795698456466198, "loss_maskiou": 0.00606066474574618, "loss_sem_seg": 0.26368891121819615, "lr": 0.01, "mask_rcnn/accuracy": 0.8721423025732031, "mask_rcnn/false_negative": 0.12658251842092494, "mask_rcnn/false_positive": 0.14376284531245992, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.25, "time": 0.7885352382436395, "total_loss": 1.6631139524106402} {"data_time": 0.01696971245110035, "eta_seconds": 68557.71933017205, "iteration": 181699, "loss_fcos_cls": 0.26896815258078277, "loss_fcos_ctr": 0.6187265645712614, "loss_fcos_loc": 0.19326788967009634, "loss_mask": 0.26107183657586575, "loss_maskiou": 0.0056474815792171285, "loss_sem_seg": 0.28663346800021827, "lr": 0.01, "mask_rcnn/accuracy": 0.8735733161230819, "mask_rcnn/false_negative": 0.09760187755771005, "mask_rcnn/false_positive": 0.14876498822206036, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7706101294606924, "total_loss": 1.6388932576664956} {"data_time": 0.014563605189323425, "eta_seconds": 68537.76378194802, "iteration": 181719, "loss_fcos_cls": 0.24233623826876283, "loss_fcos_ctr": 0.6198172178119421, "loss_fcos_loc": 0.18950622505508363, "loss_mask": 0.26614313945174217, "loss_maskiou": 0.005437859312223736, "loss_sem_seg": 0.26718777301721275, "lr": 0.01, "mask_rcnn/accuracy": 0.8603184391874867, "mask_rcnn/false_negative": 0.10928345958427958, "mask_rcnn/false_positive": 0.16039315663542714, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.5, "time": 0.7684728922322392, "total_loss": 1.626154360768851} {"data_time": 0.016294813714921474, "eta_seconds": 68505.76070285589, "iteration": 181739, "loss_fcos_cls": 0.25302163581363857, "loss_fcos_ctr": 0.618488410487771, "loss_fcos_loc": 0.1986564197577536, "loss_mask": 0.26048103254288435, "loss_maskiou": 0.005493744960404001, "loss_sem_seg": 0.2887585028074682, "lr": 0.01, "mask_rcnn/accuracy": 0.9018814610705466, "mask_rcnn/false_negative": 0.08556084091708543, "mask_rcnn/false_positive": 0.11735640298859745, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7767811175435781, "total_loss": 1.6286226001102477} {"data_time": 0.015716287307441235, "eta_seconds": 68531.74153326824, "iteration": 181759, "loss_fcos_cls": 0.2524529406800866, "loss_fcos_ctr": 0.6192648620344698, "loss_fcos_loc": 0.1943908901885152, "loss_mask": 0.27605274599045515, "loss_maskiou": 0.005854405069840141, "loss_sem_seg": 0.27976320777088404, "lr": 0.01, "mask_rcnn/accuracy": 0.8823885298375094, "mask_rcnn/false_negative": 0.10080993147625325, "mask_rcnn/false_positive": 0.132146535176989, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.7894153678789735, "total_loss": 1.6220984105893876} {"data_time": 0.016432919539511204, "eta_seconds": 68516.20867631212, "iteration": 181779, "loss_fcos_cls": 0.2593458187766373, "loss_fcos_ctr": 0.6189206065610051, "loss_fcos_loc": 0.19414726557442918, "loss_mask": 0.2612632913514972, "loss_maskiou": 0.005152526166057214, "loss_sem_seg": 0.27856745198369026, "lr": 0.01, "mask_rcnn/accuracy": 0.9015767477203647, "mask_rcnn/false_negative": 0.0704275507355312, "mask_rcnn/false_positive": 0.12411193971782977, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.0, "time": 0.7589226625859737, "total_loss": 1.6352302618070098} {"data_time": 0.017128453589975834, "eta_seconds": 68530.79113524966, "iteration": 181799, "loss_fcos_cls": 0.2645928378915414, "loss_fcos_ctr": 0.6215084781870246, "loss_fcos_loc": 0.20482032530708238, "loss_mask": 0.2623483659699559, "loss_maskiou": 0.005858715718204621, "loss_sem_seg": 0.3092035766458139, "lr": 0.01, "mask_rcnn/accuracy": 0.8626078636582839, "mask_rcnn/false_negative": 0.10221358321744926, "mask_rcnn/false_positive": 0.16334615634638366, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.25, "time": 0.7872504740953445, "total_loss": 1.661579072890163} {"data_time": 0.017802570946514606, "eta_seconds": 68533.25972771738, "iteration": 181819, "loss_fcos_cls": 0.2723832940682769, "loss_fcos_ctr": 0.6187541084364057, "loss_fcos_loc": 0.19992682163137943, "loss_mask": 0.25914417020976543, "loss_maskiou": 0.005537541830562986, "loss_sem_seg": 0.2801290228962898, "lr": 0.01, "mask_rcnn/accuracy": 0.8764813465068567, "mask_rcnn/false_negative": 0.09832553832124005, "mask_rcnn/false_positive": 0.13425478061471674, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7839055322110653, "total_loss": 1.671208636922529} {"data_time": 0.015689289197325706, "eta_seconds": 68535.4363098247, "iteration": 181839, "loss_fcos_cls": 0.2601899068104103, "loss_fcos_ctr": 0.6194273922592402, "loss_fcos_loc": 0.20267645409330726, "loss_mask": 0.281893958337605, "loss_maskiou": 0.005737877683714032, "loss_sem_seg": 0.2574975590687245, "lr": 0.01, "mask_rcnn/accuracy": 0.871377500329491, "mask_rcnn/false_negative": 0.12024409254885611, "mask_rcnn/false_positive": 0.14882916292275883, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 40.25, "time": 0.7887336546555161, "total_loss": 1.6405551290081348} {"data_time": 0.015870388597249985, "eta_seconds": 68532.49062386062, "iteration": 181859, "loss_fcos_cls": 0.2521626417292282, "loss_fcos_ctr": 0.6214855369180441, "loss_fcos_loc": 0.20159072487149388, "loss_mask": 0.2809495059773326, "loss_maskiou": 0.005684406030923128, "loss_sem_seg": 0.3078944571316242, "lr": 0.01, "mask_rcnn/accuracy": 0.8782113594529821, "mask_rcnn/false_negative": 0.09059914156222956, "mask_rcnn/false_positive": 0.132579242546572, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7962004253640771, "total_loss": 1.698523190265405} {"data_time": 0.01587055902928114, "eta_seconds": 68504.34072955232, "iteration": 181879, "loss_fcos_cls": 0.24550595181062818, "loss_fcos_ctr": 0.6180957537144423, "loss_fcos_loc": 0.19294316414743662, "loss_mask": 0.26111659966409206, "loss_maskiou": 0.005859193188371137, "loss_sem_seg": 0.2920060623437166, "lr": 0.01, "mask_rcnn/accuracy": 0.8687079253365972, "mask_rcnn/false_negative": 0.10128804762080568, "mask_rcnn/false_positive": 0.15087581080859375, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7605659319087863, "total_loss": 1.6318482169444906} {"data_time": 0.014898818917572498, "eta_seconds": 68460.45082677528, "iteration": 181899, "loss_fcos_cls": 0.2550971731543541, "loss_fcos_ctr": 0.6210349630564451, "loss_fcos_loc": 0.19885880185756832, "loss_mask": 0.2785450993105769, "loss_maskiou": 0.005902365526708309, "loss_sem_seg": 0.2685350072570145, "lr": 0.01, "mask_rcnn/accuracy": 0.8774408470284666, "mask_rcnn/false_negative": 0.11756213960781045, "mask_rcnn/false_positive": 0.1274026245259495, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7814583592116833, "total_loss": 1.6254716538678622} {"data_time": 0.01578850857913494, "eta_seconds": 68461.14890062157, "iteration": 181919, "loss_fcos_cls": 0.2644761686678976, "loss_fcos_ctr": 0.620759068056941, "loss_fcos_loc": 0.1955347437178716, "loss_mask": 0.2684942902997136, "loss_maskiou": 0.005633264110656455, "loss_sem_seg": 0.2560735931620002, "lr": 0.01, "mask_rcnn/accuracy": 0.8994182535793048, "mask_rcnn/false_negative": 0.0917989159377343, "mask_rcnn/false_positive": 0.12791014134571738, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.7739821383729577, "total_loss": 1.6303265357710188} {"data_time": 0.015573495998978615, "eta_seconds": 68450.972769049, "iteration": 181939, "loss_fcos_cls": 0.25965644721873105, "loss_fcos_ctr": 0.6191088492050767, "loss_fcos_loc": 0.20000367471948266, "loss_mask": 0.2671667686663568, "loss_maskiou": 0.00570814598177094, "loss_sem_seg": 0.28926089918240905, "lr": 0.01, "mask_rcnn/accuracy": 0.8729405824829932, "mask_rcnn/false_negative": 0.10381032708803159, "mask_rcnn/false_positive": 0.1241928589286119, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7763175340369344, "total_loss": 1.656545267716865} {"data_time": 0.01783278863877058, "eta_seconds": 68454.73737551551, "iteration": 181959, "loss_fcos_cls": 0.25540466024540365, "loss_fcos_ctr": 0.6196800908073783, "loss_fcos_loc": 0.19633880665060133, "loss_mask": 0.24507907824590802, "loss_maskiou": 0.0050749266520142555, "loss_sem_seg": 0.25415506679564714, "lr": 0.01, "mask_rcnn/accuracy": 0.88120436917986, "mask_rcnn/false_negative": 0.08771799200061818, "mask_rcnn/false_positive": 0.16226377020744692, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.75, "time": 0.7864337898790836, "total_loss": 1.6187945621059043} {"data_time": 0.014830241911113262, "eta_seconds": 68528.31630096957, "iteration": 181979, "loss_fcos_cls": 0.2566120766568929, "loss_fcos_ctr": 0.6221424508839846, "loss_fcos_loc": 0.20547181519214064, "loss_mask": 0.28535214718431234, "loss_maskiou": 0.005940150222158991, "loss_sem_seg": 0.28535422356799245, "lr": 0.01, "mask_rcnn/accuracy": 0.877440424921045, "mask_rcnn/false_negative": 0.0906995854236074, "mask_rcnn/false_positive": 0.1352268136668302, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7955541033297777, "total_loss": 1.6440011464146664} {"data_time": 0.015729302540421486, "eta_seconds": 68491.50575069431, "iteration": 181999, "loss_fcos_cls": 0.23393734055571258, "loss_fcos_ctr": 0.6176965581253171, "loss_fcos_loc": 0.18532040063291788, "loss_mask": 0.2628425108268857, "loss_maskiou": 0.005828396722790785, "loss_sem_seg": 0.28222859860397875, "lr": 0.01, "mask_rcnn/accuracy": 0.8842603720819635, "mask_rcnn/false_negative": 0.09437645732038662, "mask_rcnn/false_positive": 0.1472053332338446, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.7737943697720766, "total_loss": 1.615969138481887} {"data_time": 0.017413518391549587, "eta_seconds": 68497.17449785396, "iteration": 182019, "loss_fcos_cls": 0.25148043455556035, "loss_fcos_ctr": 0.6213766699656844, "loss_fcos_loc": 0.19298445852473378, "loss_mask": 0.2668290100991726, "loss_maskiou": 0.006037615647073835, "loss_sem_seg": 0.2872812505811453, "lr": 0.01, "mask_rcnn/accuracy": 0.8928112161394837, "mask_rcnn/false_negative": 0.10133660339422157, "mask_rcnn/false_positive": 0.11594207598194817, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.7919751293957233, "total_loss": 1.6111595832262537} {"data_time": 0.01593322679400444, "eta_seconds": 68493.336925284, "iteration": 182039, "loss_fcos_cls": 0.26345343072898686, "loss_fcos_ctr": 0.6233802800998092, "loss_fcos_loc": 0.20414725737646222, "loss_mask": 0.2797969849780202, "loss_maskiou": 0.005685227188223507, "loss_sem_seg": 0.3075857851654291, "lr": 0.01, "mask_rcnn/accuracy": 0.8727179014830633, "mask_rcnn/false_negative": 0.09672433153914638, "mask_rcnn/false_positive": 0.13883433519237864, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7769168298691511, "total_loss": 1.6784550995362224} {"data_time": 0.01554190181195736, "eta_seconds": 68477.76335587818, "iteration": 182059, "loss_fcos_cls": 0.26357588288374245, "loss_fcos_ctr": 0.6194589259102941, "loss_fcos_loc": 0.19788615926518105, "loss_mask": 0.27197809144854546, "loss_maskiou": 0.005559447854466271, "loss_sem_seg": 0.3053851379081607, "lr": 0.01, "mask_rcnn/accuracy": 0.8826650702348247, "mask_rcnn/false_negative": 0.10330456107491219, "mask_rcnn/false_positive": 0.14327547600282448, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7919805059209466, "total_loss": 1.6724715595555608} {"data_time": 0.01606372743844986, "eta_seconds": 68462.18978647236, "iteration": 182079, "loss_fcos_cls": 0.2638483925256878, "loss_fcos_ctr": 0.6211293134838343, "loss_fcos_loc": 0.2065494603011757, "loss_mask": 0.29031244572252035, "loss_maskiou": 0.005953503554337658, "loss_sem_seg": 0.282445315271616, "lr": 0.01, "mask_rcnn/accuracy": 0.8580172841898328, "mask_rcnn/false_negative": 0.09958664022739724, "mask_rcnn/false_positive": 0.18201347699392717, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.7731891889125109, "total_loss": 1.6548917053296464} {"data_time": 0.01676578540354967, "eta_seconds": 68448.75491891615, "iteration": 182099, "loss_fcos_cls": 0.2589842211455107, "loss_fcos_ctr": 0.6204755669459701, "loss_fcos_loc": 0.1935924922581762, "loss_mask": 0.27602717466652393, "loss_maskiou": 0.005507318608579226, "loss_sem_seg": 0.29463884327560663, "lr": 0.01, "mask_rcnn/accuracy": 0.8723901760854267, "mask_rcnn/false_negative": 0.09791545562305701, "mask_rcnn/false_positive": 0.1489657293455961, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.782043257728219, "total_loss": 1.6651041664299555} {"data_time": 0.01677517592906952, "eta_seconds": 68479.9558455022, "iteration": 182119, "loss_fcos_cls": 0.26906359620625153, "loss_fcos_ctr": 0.6192093729041517, "loss_fcos_loc": 0.19693040184210986, "loss_mask": 0.26389055978506804, "loss_maskiou": 0.005615535883407574, "loss_sem_seg": 0.3010291918180883, "lr": 0.01, "mask_rcnn/accuracy": 0.886363558801447, "mask_rcnn/false_negative": 0.07056164937784867, "mask_rcnn/false_positive": 0.17845215266468084, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7736201239749789, "total_loss": 1.6811588797572767} {"data_time": 0.017037197947502136, "eta_seconds": 68464.37114440743, "iteration": 182139, "loss_fcos_cls": 0.2457797962706536, "loss_fcos_ctr": 0.6195232952013612, "loss_fcos_loc": 0.19058912072796375, "loss_mask": 0.27845099940896034, "loss_maskiou": 0.0058698552384157665, "loss_sem_seg": 0.2919725691899657, "lr": 0.01, "mask_rcnn/accuracy": 0.8830424274973148, "mask_rcnn/false_negative": 0.09370803441013138, "mask_rcnn/false_positive": 0.1368800692631072, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.25, "time": 0.7935766978189349, "total_loss": 1.677874629946018} {"data_time": 0.015380147844552994, "eta_seconds": 68448.78644331265, "iteration": 182159, "loss_fcos_cls": 0.2654575406340882, "loss_fcos_ctr": 0.6192615432664752, "loss_fcos_loc": 0.20103244483470917, "loss_mask": 0.28047197218984365, "loss_maskiou": 0.0058742690162034705, "loss_sem_seg": 0.2822919182945043, "lr": 0.01, "mask_rcnn/accuracy": 0.8830271032463619, "mask_rcnn/false_negative": 0.10184263818360564, "mask_rcnn/false_positive": 0.13371591862457405, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.5, "time": 0.7877417048439384, "total_loss": 1.668480514883413} {"data_time": 0.015030867420136929, "eta_seconds": 68383.76462456491, "iteration": 182179, "loss_fcos_cls": 0.24475820490624756, "loss_fcos_ctr": 0.6196772390976548, "loss_fcos_loc": 0.19256508769467473, "loss_mask": 0.2597692096605897, "loss_maskiou": 0.0057814432511804625, "loss_sem_seg": 0.26815856504254043, "lr": 0.01, "mask_rcnn/accuracy": 0.9062634831945463, "mask_rcnn/false_negative": 0.09301285056115777, "mask_rcnn/false_positive": 0.11670823833457439, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.75, "time": 0.775035067461431, "total_loss": 1.6049195520754438} {"data_time": 0.016447100788354874, "eta_seconds": 68322.2555569075, "iteration": 182199, "loss_fcos_cls": 0.272920147748664, "loss_fcos_ctr": 0.6202517561614513, "loss_fcos_loc": 0.20300518162548542, "loss_mask": 0.27252159267663956, "loss_maskiou": 0.0062303482118295506, "loss_sem_seg": 0.302063521114178, "lr": 0.01, "mask_rcnn/accuracy": 0.8900950245709477, "mask_rcnn/false_negative": 0.08956316204236034, "mask_rcnn/false_positive": 0.12363863373105945, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.75, "time": 0.7807494010776281, "total_loss": 1.66012520455115} {"data_time": 0.017327023670077324, "eta_seconds": 68306.69257799909, "iteration": 182219, "loss_fcos_cls": 0.26529266173020005, "loss_fcos_ctr": 0.6229358837008476, "loss_fcos_loc": 0.20603899215348065, "loss_mask": 0.27199312299489975, "loss_maskiou": 0.005813386240333784, "loss_sem_seg": 0.276913785841316, "lr": 0.01, "mask_rcnn/accuracy": 0.8762468470534281, "mask_rcnn/false_negative": 0.1090756300102099, "mask_rcnn/false_positive": 0.13309310977243766, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.75, "time": 0.7992567289620638, "total_loss": 1.6474493552668719} {"data_time": 0.015475119464099407, "eta_seconds": 68325.89458071813, "iteration": 182239, "loss_fcos_cls": 0.253981058485806, "loss_fcos_ctr": 0.6237333733588457, "loss_fcos_loc": 0.19414263661019504, "loss_mask": 0.2643054584041238, "loss_maskiou": 0.005363758551538922, "loss_sem_seg": 0.29129491141065955, "lr": 0.01, "mask_rcnn/accuracy": 0.898548451133584, "mask_rcnn/false_negative": 0.08905456155050359, "mask_rcnn/false_positive": 0.1302481561670762, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.75, "time": 0.7815507464110851, "total_loss": 1.617893276095856} {"data_time": 0.01905615534633398, "eta_seconds": 68394.61729378067, "iteration": 182259, "loss_fcos_cls": 0.2419900322565809, "loss_fcos_ctr": 0.6214429596439004, "loss_fcos_loc": 0.2025671349838376, "loss_mask": 0.2727142069488764, "loss_maskiou": 0.005497718875631108, "loss_sem_seg": 0.2809391967020929, "lr": 0.01, "mask_rcnn/accuracy": 0.882921504060808, "mask_rcnn/false_negative": 0.10448745353358263, "mask_rcnn/false_positive": 0.14033886825418235, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7834400357678533, "total_loss": 1.631927028131031} {"data_time": 0.0166437653824687, "eta_seconds": 68305.89741213899, "iteration": 182279, "loss_fcos_cls": 0.26227768848184496, "loss_fcos_ctr": 0.6185561008751392, "loss_fcos_loc": 0.1953231351217255, "loss_mask": 0.26690799416974187, "loss_maskiou": 0.005615850601316197, "loss_sem_seg": 0.2617653547786176, "lr": 0.01, "mask_rcnn/accuracy": 0.8745488690868052, "mask_rcnn/false_negative": 0.10099892075016992, "mask_rcnn/false_positive": 0.15092591579614725, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.25, "time": 0.7647369531914592, "total_loss": 1.5989251310638792} {"data_time": 0.01685416791588068, "eta_seconds": 68279.18187604472, "iteration": 182299, "loss_fcos_cls": 0.25872647762298584, "loss_fcos_ctr": 0.6214271485805511, "loss_fcos_loc": 0.1972955542150885, "loss_mask": 0.2651040479540825, "loss_maskiou": 0.005088890226033982, "loss_sem_seg": 0.28214065870270133, "lr": 0.01, "mask_rcnn/accuracy": 0.8598018610853433, "mask_rcnn/false_negative": 0.12035687700571127, "mask_rcnn/false_positive": 0.15538282153360308, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 35.0, "time": 0.7736164517700672, "total_loss": 1.6449749011662789} {"data_time": 0.015824495814740658, "eta_seconds": 68184.92285325844, "iteration": 182319, "loss_fcos_cls": 0.26225119596347213, "loss_fcos_ctr": 0.6203405582346022, "loss_fcos_loc": 0.19181481667328626, "loss_mask": 0.2677416056394577, "loss_maskiou": 0.006075387442251667, "loss_sem_seg": 0.28784768283367157, "lr": 0.01, "mask_rcnn/accuracy": 0.8863700231805051, "mask_rcnn/false_negative": 0.09629521483518455, "mask_rcnn/false_positive": 0.14131585865701426, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7622940149158239, "total_loss": 1.6564313076087274} {"data_time": 0.016050797887146473, "eta_seconds": 68140.0475114705, "iteration": 182339, "loss_fcos_cls": 0.2686891069752164, "loss_fcos_ctr": 0.6227913335897028, "loss_fcos_loc": 0.2000914583913982, "loss_mask": 0.2888854444026947, "loss_maskiou": 0.006169411361042876, "loss_sem_seg": 0.3030925504863262, "lr": 0.01, "mask_rcnn/accuracy": 0.8612672155605287, "mask_rcnn/false_negative": 0.11788426044215616, "mask_rcnn/false_positive": 0.15645130918835962, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.0, "time": 0.7749561443924904, "total_loss": 1.7011127283039968} {"data_time": 0.016359053552150726, "eta_seconds": 68127.60492672957, "iteration": 182359, "loss_fcos_cls": 0.25280449679121375, "loss_fcos_ctr": 0.6222449452616274, "loss_fcos_loc": 0.2016783457947895, "loss_mask": 0.26468677911907434, "loss_maskiou": 0.005223193962592632, "loss_sem_seg": 0.28199054580181837, "lr": 0.01, "mask_rcnn/accuracy": 0.8719286516685216, "mask_rcnn/false_negative": 0.1156467524696786, "mask_rcnn/false_positive": 0.13490572489369468, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 30.75, "time": 0.7710439562797546, "total_loss": 1.6210499801090918} {"data_time": 0.016794009134173393, "eta_seconds": 68124.58571189828, "iteration": 182379, "loss_fcos_cls": 0.2605536077171564, "loss_fcos_ctr": 0.6164356144145131, "loss_fcos_loc": 0.1895652535604313, "loss_mask": 0.2709968779236078, "loss_maskiou": 0.0060099992206232855, "loss_sem_seg": 0.27351385774090886, "lr": 0.01, "mask_rcnn/accuracy": 0.8841499460361067, "mask_rcnn/false_negative": 0.09135234347211438, "mask_rcnn/false_positive": 0.13970125634253433, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.75, "time": 0.782791156321764, "total_loss": 1.6362691732065286} {"data_time": 0.016422375105321407, "eta_seconds": 68096.51098443009, "iteration": 182399, "loss_fcos_cls": 0.24700359243433923, "loss_fcos_ctr": 0.6200188994407654, "loss_fcos_loc": 0.19913366483524442, "loss_mask": 0.2791136456653476, "loss_maskiou": 0.005868055268365424, "loss_sem_seg": 0.2627227525226772, "lr": 0.01, "mask_rcnn/accuracy": 0.8796023024594454, "mask_rcnn/false_negative": 0.10204795208849796, "mask_rcnn/false_positive": 0.1439628796964277, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.5, "time": 0.782023542560637, "total_loss": 1.612533306455589} {"data_time": 0.01743145938962698, "eta_seconds": 68136.95453450177, "iteration": 182419, "loss_fcos_cls": 0.2609400888904929, "loss_fcos_ctr": 0.619818611536175, "loss_fcos_loc": 0.19609433657024056, "loss_mask": 0.2681276584044099, "loss_maskiou": 0.004890455355052836, "loss_sem_seg": 0.2759956708177924, "lr": 0.01, "mask_rcnn/accuracy": 0.8681398057333549, "mask_rcnn/false_negative": 0.09566946945302673, "mask_rcnn/false_positive": 0.1279934557496721, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.5, "time": 0.7880342686548829, "total_loss": 1.6258478400486638} {"data_time": 0.016249164938926697, "eta_seconds": 68102.46832818724, "iteration": 182439, "loss_fcos_cls": 0.25778350117616355, "loss_fcos_ctr": 0.620656905695796, "loss_fcos_loc": 0.20050620543770492, "loss_mask": 0.26878944505006075, "loss_maskiou": 0.005239764977886807, "loss_sem_seg": 0.26750555098988116, "lr": 0.01, "mask_rcnn/accuracy": 0.9010688508853018, "mask_rcnn/false_negative": 0.08538044090490671, "mask_rcnn/false_positive": 0.10719982630018858, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.5, "time": 0.7778118858113885, "total_loss": 1.6264099496838753} {"data_time": 0.017230147495865822, "eta_seconds": 68086.91289407201, "iteration": 182459, "loss_fcos_cls": 0.2620003323536366, "loss_fcos_ctr": 0.6232743333093822, "loss_fcos_loc": 0.2073142285225913, "loss_mask": 0.2783164521679282, "loss_maskiou": 0.006531562510645017, "loss_sem_seg": 0.2880581868812442, "lr": 0.01, "mask_rcnn/accuracy": 0.8743340819233676, "mask_rcnn/false_negative": 0.111528181644797, "mask_rcnn/false_positive": 0.15338822629512, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 43.0, "time": 0.7876355415210128, "total_loss": 1.6862581152454368} {"data_time": 0.015629257075488567, "eta_seconds": 68060.49923062045, "iteration": 182479, "loss_fcos_cls": 0.2558140305336565, "loss_fcos_ctr": 0.6171765988692641, "loss_fcos_loc": 0.19427205109968781, "loss_mask": 0.26063775597140193, "loss_maskiou": 0.005421916222985601, "loss_sem_seg": 0.3020358579233289, "lr": 0.01, "mask_rcnn/accuracy": 0.8768655064765633, "mask_rcnn/false_negative": 0.07225238782030483, "mask_rcnn/false_positive": 0.171234151806672, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.25, "time": 0.7803104538470507, "total_loss": 1.6249142741398828} {"data_time": 0.015929043292999268, "eta_seconds": 68055.80202584155, "iteration": 182499, "loss_fcos_cls": 0.25581501598935574, "loss_fcos_ctr": 0.6201732927002013, "loss_fcos_loc": 0.19958429114194587, "loss_mask": 0.26617819909006357, "loss_maskiou": 0.005932878470048308, "loss_sem_seg": 0.29892931040376425, "lr": 0.01, "mask_rcnn/accuracy": 0.8961979373730011, "mask_rcnn/false_negative": 0.08200539719698388, "mask_rcnn/false_positive": 0.15084469781440635, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.25, "time": 0.7868053903803229, "total_loss": 1.6508792427812296} {"data_time": 0.016168246045708656, "eta_seconds": 68107.60621180944, "iteration": 182519, "loss_fcos_cls": 0.26024002116173506, "loss_fcos_ctr": 0.6197690144181252, "loss_fcos_loc": 0.19687873753719032, "loss_mask": 0.26549487886950374, "loss_maskiou": 0.005315784284903202, "loss_sem_seg": 0.2895356274675578, "lr": 0.01, "mask_rcnn/accuracy": 0.8534181695934188, "mask_rcnn/false_negative": 0.0988458271857644, "mask_rcnn/false_positive": 0.1887537655503594, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 26.25, "time": 0.7857080409303308, "total_loss": 1.6398512108135037} {"data_time": 0.015588649548590183, "eta_seconds": 68043.59599161986, "iteration": 182539, "loss_fcos_cls": 0.26376168988645077, "loss_fcos_ctr": 0.6196658611297607, "loss_fcos_loc": 0.19496709248051047, "loss_mask": 0.2749234214425087, "loss_maskiou": 0.005263267179543618, "loss_sem_seg": 0.29354262514971197, "lr": 0.01, "mask_rcnn/accuracy": 0.8836400908268589, "mask_rcnn/false_negative": 0.10038704233982715, "mask_rcnn/false_positive": 0.1286361974807303, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 24.25, "time": 0.7729067020118237, "total_loss": 1.6548932789628452} {"data_time": 0.01601620763540268, "eta_seconds": 67998.28741930146, "iteration": 182559, "loss_fcos_cls": 0.2875340753234923, "loss_fcos_ctr": 0.6170674152672291, "loss_fcos_loc": 0.1980799463344738, "loss_mask": 0.25852630473673344, "loss_maskiou": 0.005155735314474441, "loss_sem_seg": 0.34154560044407845, "lr": 0.01, "mask_rcnn/accuracy": 0.8712177728234151, "mask_rcnn/false_negative": 0.10300765082383025, "mask_rcnn/false_positive": 0.1652510440721467, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.7661800431087613, "total_loss": 1.698406646737567} {"data_time": 0.01670081913471222, "eta_seconds": 67977.49030637182, "iteration": 182579, "loss_fcos_cls": 0.2767002349719405, "loss_fcos_ctr": 0.6230117157101631, "loss_fcos_loc": 0.21611046383623034, "loss_mask": 0.2714505335316062, "loss_maskiou": 0.00559974237694405, "loss_sem_seg": 0.3119596098549664, "lr": 0.01, "mask_rcnn/accuracy": 0.8805174798792756, "mask_rcnn/false_negative": 0.09211529246389599, "mask_rcnn/false_positive": 0.14413655721191046, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.5, "time": 0.7749962126836181, "total_loss": 1.6367576330376323} {"data_time": 0.016504541970789433, "eta_seconds": 67961.93855329044, "iteration": 182599, "loss_fcos_cls": 0.2698686223011464, "loss_fcos_ctr": 0.6242094836197793, "loss_fcos_loc": 0.21150727244094014, "loss_mask": 0.28644516319036484, "loss_maskiou": 0.006545064825331792, "loss_sem_seg": 0.3211335486266762, "lr": 0.01, "mask_rcnn/accuracy": 0.8747631416672348, "mask_rcnn/false_negative": 0.0931102818906904, "mask_rcnn/false_positive": 0.1569127116281614, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.75, "time": 0.78037447668612, "total_loss": 1.7267394554946804} {"data_time": 0.01464021671563387, "eta_seconds": 67950.9299143888, "iteration": 182619, "loss_fcos_cls": 0.2595953899435699, "loss_fcos_ctr": 0.6205129185691476, "loss_fcos_loc": 0.19217782164923847, "loss_mask": 0.2633397877216339, "loss_maskiou": 0.005721271285437979, "loss_sem_seg": 0.3019199459813535, "lr": 0.01, "mask_rcnn/accuracy": 0.9039476148851149, "mask_rcnn/false_negative": 0.08861202921134925, "mask_rcnn/false_positive": 0.10597775323237418, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.75, "time": 0.7781981788575649, "total_loss": 1.6452176643142593} {"data_time": 0.015714089386165142, "eta_seconds": 67920.57449582499, "iteration": 182639, "loss_fcos_cls": 0.2561502084136009, "loss_fcos_ctr": 0.6194535130634904, "loss_fcos_loc": 0.19135873496998101, "loss_mask": 0.2705102111212909, "loss_maskiou": 0.0062519683269783854, "loss_sem_seg": 0.2860952652990818, "lr": 0.01, "mask_rcnn/accuracy": 0.876360544217687, "mask_rcnn/false_negative": 0.08767004254351324, "mask_rcnn/false_positive": 0.1506464697297361, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7665034560486674, "total_loss": 1.6227595761811244} {"data_time": 0.017468390986323357, "eta_seconds": 67890.63736738358, "iteration": 182659, "loss_fcos_cls": 0.2815375271020457, "loss_fcos_ctr": 0.6208911603316665, "loss_fcos_loc": 0.1994135023560375, "loss_mask": 0.2783457925543189, "loss_maskiou": 0.0056696769534028135, "loss_sem_seg": 0.28578509227372706, "lr": 0.01, "mask_rcnn/accuracy": 0.873109243697479, "mask_rcnn/false_negative": 0.10777788373526442, "mask_rcnn/false_positive": 0.15590197674092376, "roi_head/num_bg_samples": 76.5, "roi_head/num_fg_samples": 26.0, "time": 0.766351361759007, "total_loss": 1.66434618186031} {"data_time": 0.016704151406884193, "eta_seconds": 67848.98641060945, "iteration": 182679, "loss_fcos_cls": 0.26880148402415216, "loss_fcos_ctr": 0.6226573642343283, "loss_fcos_loc": 0.1957131166709587, "loss_mask": 0.2606433294713497, "loss_maskiou": 0.005736404964409303, "loss_sem_seg": 0.2811092962510884, "lr": 0.01, "mask_rcnn/accuracy": 0.8811053777571635, "mask_rcnn/false_negative": 0.08380575921835096, "mask_rcnn/false_positive": 0.1460151504362721, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.75, "time": 0.7703469954431057, "total_loss": 1.6756047837261576} {"data_time": 0.017353825271129608, "eta_seconds": 67888.71874270216, "iteration": 182699, "loss_fcos_cls": 0.2420995521824807, "loss_fcos_ctr": 0.6229582689702511, "loss_fcos_loc": 0.20160563429817557, "loss_mask": 0.2665095143020153, "loss_maskiou": 0.005365637800423428, "loss_sem_seg": 0.28162593813613057, "lr": 0.01, "mask_rcnn/accuracy": 0.8877257450599287, "mask_rcnn/false_negative": 0.08005935928472079, "mask_rcnn/false_positive": 0.1259949201446203, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.774459071457386, "total_loss": 1.651998569996067} {"data_time": 0.01602903939783573, "eta_seconds": 67938.75819185376, "iteration": 182719, "loss_fcos_cls": 0.26374461920931935, "loss_fcos_ctr": 0.624009775929153, "loss_fcos_loc": 0.21316912258043885, "loss_mask": 0.27976101636886597, "loss_maskiou": 0.005509421578608453, "loss_sem_seg": 0.3090576366521418, "lr": 0.01, "mask_rcnn/accuracy": 0.8813184996220711, "mask_rcnn/false_negative": 0.08628553275901135, "mask_rcnn/false_positive": 0.16319251969774612, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7844563890248537, "total_loss": 1.72747032874031} {"data_time": 0.016505690291523933, "eta_seconds": 67909.42866591644, "iteration": 182739, "loss_fcos_cls": 0.2518959816079587, "loss_fcos_ctr": 0.6204554177820683, "loss_fcos_loc": 0.19579613534733653, "loss_mask": 0.2755572581663728, "loss_maskiou": 0.005832457187352702, "loss_sem_seg": 0.303884893655777, "lr": 0.01, "mask_rcnn/accuracy": 0.881907085396517, "mask_rcnn/false_negative": 0.08959184892589458, "mask_rcnn/false_positive": 0.15115874283521033, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.75, "time": 0.7641854137182236, "total_loss": 1.6674841385247419} {"data_time": 0.015463554300367832, "eta_seconds": 67837.52452863939, "iteration": 182759, "loss_fcos_cls": 0.25621012272313237, "loss_fcos_ctr": 0.6231886809691787, "loss_fcos_loc": 0.19542583473958075, "loss_mask": 0.25812576059252024, "loss_maskiou": 0.00520771069204784, "loss_sem_seg": 0.28654526406899095, "lr": 0.01, "mask_rcnn/accuracy": 0.893751176359872, "mask_rcnn/false_negative": 0.08942582285072662, "mask_rcnn/false_positive": 0.13677283024263415, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7802550075575709, "total_loss": 1.6565057022562542} {"data_time": 0.016462641768157482, "eta_seconds": 67834.65421660058, "iteration": 182779, "loss_fcos_cls": 0.25195189053192735, "loss_fcos_ctr": 0.620338128414005, "loss_fcos_loc": 0.19183545478153974, "loss_mask": 0.2698738072067499, "loss_maskiou": 0.005987602948152926, "loss_sem_seg": 0.2952802097424865, "lr": 0.01, "mask_rcnn/accuracy": 0.897389846743295, "mask_rcnn/false_negative": 0.09710592995752218, "mask_rcnn/false_positive": 0.12208793313418154, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7783592417836189, "total_loss": 1.6433684509102022} {"data_time": 0.017120315693318844, "eta_seconds": 67772.23366594221, "iteration": 182799, "loss_fcos_cls": 0.2763225974049419, "loss_fcos_ctr": 0.6217117074411362, "loss_fcos_loc": 0.20606468222104013, "loss_mask": 0.27652905276045203, "loss_maskiou": 0.0056680072884773836, "loss_sem_seg": 0.3102525142021477, "lr": 0.01, "mask_rcnn/accuracy": 0.8704334970946266, "mask_rcnn/false_negative": 0.10649776155064469, "mask_rcnn/false_positive": 0.15261592089325743, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7718375883996487, "total_loss": 1.6951255990570644} {"data_time": 0.016407225281000137, "eta_seconds": 67746.28876827843, "iteration": 182819, "loss_fcos_cls": 0.2743405681103468, "loss_fcos_ctr": 0.6210426860488951, "loss_fcos_loc": 0.19578996719792485, "loss_mask": 0.267562217079103, "loss_maskiou": 0.0057726821905816905, "loss_sem_seg": 0.30919036408886313, "lr": 0.01, "mask_rcnn/accuracy": 0.8965963520798426, "mask_rcnn/false_negative": 0.07269340833977175, "mask_rcnn/false_positive": 0.13437206423236886, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.0, "time": 0.7774165226146579, "total_loss": 1.6759561026410665} {"data_time": 0.01702697202563286, "eta_seconds": 67730.74724231102, "iteration": 182839, "loss_fcos_cls": 0.25606164266355336, "loss_fcos_ctr": 0.6175829321146011, "loss_fcos_loc": 0.19472236023284495, "loss_mask": 0.26721422281116247, "loss_maskiou": 0.006152417903649621, "loss_sem_seg": 0.2725345576182008, "lr": 0.01, "mask_rcnn/accuracy": 0.8889903329752954, "mask_rcnn/false_negative": 0.08706338984911807, "mask_rcnn/false_positive": 0.1289613369633175, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 32.25, "time": 0.796680748462677, "total_loss": 1.6433660497932578} {"data_time": 0.016614476218819618, "eta_seconds": 67692.59433139767, "iteration": 182859, "loss_fcos_cls": 0.25330252735875547, "loss_fcos_ctr": 0.6211123373359442, "loss_fcos_loc": 0.19811349641531706, "loss_mask": 0.2674815207719803, "loss_maskiou": 0.00555439293384552, "loss_sem_seg": 0.27347823651507497, "lr": 0.01, "mask_rcnn/accuracy": 0.873417000728863, "mask_rcnn/false_negative": 0.11251643947480203, "mask_rcnn/false_positive": 0.13012127155385378, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7743010306730866, "total_loss": 1.640458615278476} {"data_time": 0.016975884325802326, "eta_seconds": 67697.8798088897, "iteration": 182879, "loss_fcos_cls": 0.25875795539468527, "loss_fcos_ctr": 0.6220367979258299, "loss_fcos_loc": 0.20052658847998828, "loss_mask": 0.27781182900071144, "loss_maskiou": 0.005824992025736719, "loss_sem_seg": 0.3227319591678679, "lr": 0.01, "mask_rcnn/accuracy": 0.8677684375559434, "mask_rcnn/false_negative": 0.09083032347983548, "mask_rcnn/false_positive": 0.17935650220499783, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7745899418368936, "total_loss": 1.6850442193972412} {"data_time": 0.01661589276045561, "eta_seconds": 67698.27933119517, "iteration": 182899, "loss_fcos_cls": 0.24992342246696353, "loss_fcos_ctr": 0.6200257837772369, "loss_fcos_loc": 0.1942826749291271, "loss_mask": 0.2651771130040288, "loss_maskiou": 0.005270568624837324, "loss_sem_seg": 0.2682022484950721, "lr": 0.01, "mask_rcnn/accuracy": 0.8765323837868481, "mask_rcnn/false_negative": 0.09988298944633539, "mask_rcnn/false_positive": 0.13666027875340442, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.75, "time": 0.7979972241446376, "total_loss": 1.6159768710640492} {"data_time": 0.016678540967404842, "eta_seconds": 67682.73455459531, "iteration": 182919, "loss_fcos_cls": 0.27799757081083953, "loss_fcos_ctr": 0.6240595318377018, "loss_fcos_loc": 0.2165408458095044, "loss_mask": 0.276286362670362, "loss_maskiou": 0.005679399437212851, "loss_sem_seg": 0.2806939948350191, "lr": 0.01, "mask_rcnn/accuracy": 0.8676359962362267, "mask_rcnn/false_negative": 0.09101253470888418, "mask_rcnn/false_positive": 0.17692247755826634, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7729261266067624, "total_loss": 1.6563608009346353} {"data_time": 0.015454273670911789, "eta_seconds": 67667.18977799546, "iteration": 182939, "loss_fcos_cls": 0.2532529153395444, "loss_fcos_ctr": 0.6211625565774739, "loss_fcos_loc": 0.19520692073274404, "loss_mask": 0.28368541318923235, "loss_maskiou": 0.005855026596691459, "loss_sem_seg": 0.2440644308226183, "lr": 0.01, "mask_rcnn/accuracy": 0.9015130508725229, "mask_rcnn/false_negative": 0.08186264179498767, "mask_rcnn/false_positive": 0.12428693193398005, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7754173120483756, "total_loss": 1.6029449659326929} {"data_time": 0.01727123185992241, "eta_seconds": 67637.4980865065, "iteration": 182959, "loss_fcos_cls": 0.24144559795968235, "loss_fcos_ctr": 0.6241236850619316, "loss_fcos_loc": 0.19941705861128867, "loss_mask": 0.2814077800139785, "loss_maskiou": 0.0054891708205104806, "loss_sem_seg": 0.2701944871805608, "lr": 0.01, "mask_rcnn/accuracy": 0.8645113911280203, "mask_rcnn/false_negative": 0.09364761037579197, "mask_rcnn/false_positive": 0.1679292336226712, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.5, "time": 0.7709490871056914, "total_loss": 1.6035646967793582} {"data_time": 0.016332309693098068, "eta_seconds": 67616.75941207912, "iteration": 182979, "loss_fcos_cls": 0.2519602463580668, "loss_fcos_ctr": 0.6180593781173229, "loss_fcos_loc": 0.2049078829586506, "loss_mask": 0.2665831120684743, "loss_maskiou": 0.006431185975088738, "loss_sem_seg": 0.27288280613720417, "lr": 0.01, "mask_rcnn/accuracy": 0.8780992626255116, "mask_rcnn/false_negative": 0.08666045686717899, "mask_rcnn/false_positive": 0.1613294171941938, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.75, "time": 0.7899242145940661, "total_loss": 1.6267915176140377} {"data_time": 0.01639356929808855, "eta_seconds": 67601.90277791861, "iteration": 182999, "loss_fcos_cls": 0.25456085603218526, "loss_fcos_ctr": 0.6218682159669697, "loss_fcos_loc": 0.21018256130628288, "loss_mask": 0.27144189178943634, "loss_maskiou": 0.0065445164873381145, "loss_sem_seg": 0.28790497104637325, "lr": 0.01, "mask_rcnn/accuracy": 0.8706951966833245, "mask_rcnn/false_negative": 0.11961449817117972, "mask_rcnn/false_positive": 0.17320358875893102, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 30.25, "time": 0.7794609721750021, "total_loss": 1.6371881407976616} {"data_time": 0.016971541568636894, "eta_seconds": 67533.07556099445, "iteration": 183019, "loss_fcos_cls": 0.2696725493296981, "loss_fcos_ctr": 0.6199950873851776, "loss_fcos_loc": 0.19701883016387, "loss_mask": 0.2713986085727811, "loss_maskiou": 0.005778164955700049, "loss_sem_seg": 0.29490657383576035, "lr": 0.01, "mask_rcnn/accuracy": 0.8642265472622614, "mask_rcnn/false_negative": 0.11745004273362714, "mask_rcnn/false_positive": 0.16103922027298942, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.25, "time": 0.7674016319215298, "total_loss": 1.6525274702216848} {"data_time": 0.01599513553082943, "eta_seconds": 67531.14816927072, "iteration": 183039, "loss_fcos_cls": 0.2542907604947686, "loss_fcos_ctr": 0.6208210801705718, "loss_fcos_loc": 0.19668345083482563, "loss_mask": 0.2762429346330464, "loss_maskiou": 0.005778259139333386, "loss_sem_seg": 0.27560521429404616, "lr": 0.01, "mask_rcnn/accuracy": 0.8834488421387697, "mask_rcnn/false_negative": 0.10501049713634214, "mask_rcnn/false_positive": 0.13491974576499433, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 33.75, "time": 0.7800353094935417, "total_loss": 1.6617185927534592} {"data_time": 0.016709422692656517, "eta_seconds": 67463.05643077381, "iteration": 183059, "loss_fcos_cls": 0.2579249814734794, "loss_fcos_ctr": 0.6195596591569483, "loss_fcos_loc": 0.19371693825814873, "loss_mask": 0.26863034162670374, "loss_maskiou": 0.006221467956493143, "loss_sem_seg": 0.2808700380846858, "lr": 0.01, "mask_rcnn/accuracy": 0.884906962785114, "mask_rcnn/false_negative": 0.08972892498758663, "mask_rcnn/false_positive": 0.1389476386652591, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.75, "time": 0.7721785139292479, "total_loss": 1.6401845194923226} {"data_time": 0.015986337326467037, "eta_seconds": 67465.81478966307, "iteration": 183079, "loss_fcos_cls": 0.26351614156737924, "loss_fcos_ctr": 0.6170190740376711, "loss_fcos_loc": 0.19257250730879605, "loss_mask": 0.268674542196095, "loss_maskiou": 0.005551692214794457, "loss_sem_seg": 0.2673822068609297, "lr": 0.01, "mask_rcnn/accuracy": 0.8784542907610199, "mask_rcnn/false_negative": 0.09410020082874351, "mask_rcnn/false_positive": 0.13764964885655176, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.75, "time": 0.7831624606624246, "total_loss": 1.6225559430531575} {"data_time": 0.016584944911301136, "eta_seconds": 67432.01788443513, "iteration": 183099, "loss_fcos_cls": 0.2627000145148486, "loss_fcos_ctr": 0.6218385398387909, "loss_fcos_loc": 0.20385435258504003, "loss_mask": 0.26520893536508083, "loss_maskiou": 0.005339568564522779, "loss_sem_seg": 0.31060044653713703, "lr": 0.01, "mask_rcnn/accuracy": 0.8755790986963348, "mask_rcnn/false_negative": 0.08636656432624845, "mask_rcnn/false_positive": 0.16088155983641084, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.5, "time": 0.7791204592213035, "total_loss": 1.6659291518153623} {"data_time": 0.01855528447777033, "eta_seconds": 67416.4986112658, "iteration": 183119, "loss_fcos_cls": 0.26219536270946264, "loss_fcos_ctr": 0.6191747556440532, "loss_fcos_loc": 0.1971465009264648, "loss_mask": 0.2619564812630415, "loss_maskiou": 0.0057774262204475235, "loss_sem_seg": 0.2746505772229284, "lr": 0.01, "mask_rcnn/accuracy": 0.890147732612782, "mask_rcnn/false_negative": 0.10307479364360901, "mask_rcnn/false_positive": 0.14793217157575608, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.7747153379023075, "total_loss": 1.6806477682694094} {"data_time": 0.01732323132455349, "eta_seconds": 67378.66646821704, "iteration": 183139, "loss_fcos_cls": 0.2492552804760635, "loss_fcos_ctr": 0.6196190416812897, "loss_fcos_loc": 0.19403518066974357, "loss_mask": 0.26445195311680436, "loss_maskiou": 0.004733126283099409, "loss_sem_seg": 0.29852331429719925, "lr": 0.01, "mask_rcnn/accuracy": 0.902739423034586, "mask_rcnn/false_negative": 0.09140888426273117, "mask_rcnn/false_positive": 0.1417395683695818, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.25, "time": 0.7619369952008128, "total_loss": 1.642253314028494} {"data_time": 0.018157439306378365, "eta_seconds": 67337.93602141086, "iteration": 183159, "loss_fcos_cls": 0.2619635737501085, "loss_fcos_ctr": 0.6204493464902043, "loss_fcos_loc": 0.20253485220018774, "loss_mask": 0.2728374730795622, "loss_maskiou": 0.0056976740233949386, "loss_sem_seg": 0.2921237573027611, "lr": 0.01, "mask_rcnn/accuracy": 0.8937418336236933, "mask_rcnn/false_negative": 0.1092895007392484, "mask_rcnn/false_positive": 0.10745678221162373, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7605210859328508, "total_loss": 1.638971655484056} {"data_time": 0.016242790035903454, "eta_seconds": 67339.13513223734, "iteration": 183179, "loss_fcos_cls": 0.24939913221169263, "loss_fcos_ctr": 0.6192013015970588, "loss_fcos_loc": 0.1976910417433828, "loss_mask": 0.2700751619413495, "loss_maskiou": 0.005435079314338509, "loss_sem_seg": 0.27027211198583245, "lr": 0.01, "mask_rcnn/accuracy": 0.8735325027594467, "mask_rcnn/false_negative": 0.09850944241780227, "mask_rcnn/false_positive": 0.15643089970703433, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7785596828907728, "total_loss": 1.6399983817245811} {"data_time": 0.016471157781779766, "eta_seconds": 67320.43689995911, "iteration": 183199, "loss_fcos_cls": 0.2469111904501915, "loss_fcos_ctr": 0.6189762954600155, "loss_fcos_loc": 0.19772424246184528, "loss_mask": 0.26959086023271084, "loss_maskiou": 0.005549283960135654, "loss_sem_seg": 0.25526271970011294, "lr": 0.01, "mask_rcnn/accuracy": 0.8726225975827224, "mask_rcnn/false_negative": 0.10539557988973117, "mask_rcnn/false_positive": 0.13320333905529663, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7901641242206097, "total_loss": 1.6188011250997079} {"data_time": 0.015361831523478031, "eta_seconds": 67281.16615392733, "iteration": 183219, "loss_fcos_cls": 0.2655555906239897, "loss_fcos_ctr": 0.623098960146308, "loss_fcos_loc": 0.2071424995083362, "loss_mask": 0.26990794483572245, "loss_maskiou": 0.00540194968925789, "loss_sem_seg": 0.2972815316170454, "lr": 0.01, "mask_rcnn/accuracy": 0.8763842184601114, "mask_rcnn/false_negative": 0.08808723214416589, "mask_rcnn/false_positive": 0.15455078686876128, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.5, "time": 0.7688694586977363, "total_loss": 1.6765741775307106} {"data_time": 0.017687992192804813, "eta_seconds": 67254.22720191255, "iteration": 183239, "loss_fcos_cls": 0.2566358170588501, "loss_fcos_ctr": 0.6239149500615895, "loss_fcos_loc": 0.2063873930601403, "loss_mask": 0.2755815740674734, "loss_maskiou": 0.005317610317433719, "loss_sem_seg": 0.24819100671447814, "lr": 0.01, "mask_rcnn/accuracy": 0.8832043806533603, "mask_rcnn/false_negative": 0.09332814061829577, "mask_rcnn/false_positive": 0.14460394679740324, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.5, "time": 0.7724996544420719, "total_loss": 1.6369631814814056} {"data_time": 0.01622394658625126, "eta_seconds": 67253.81986795086, "iteration": 183259, "loss_fcos_cls": 0.2562066097743809, "loss_fcos_ctr": 0.6208307817578316, "loss_fcos_loc": 0.20771475927904248, "loss_mask": 0.29086433071643114, "loss_maskiou": 0.005874290611245669, "loss_sem_seg": 0.27581036603078246, "lr": 0.01, "mask_rcnn/accuracy": 0.890597105051283, "mask_rcnn/false_negative": 0.09428609774632332, "mask_rcnn/false_positive": 0.12712143509128204, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7909586960449815, "total_loss": 1.6553616813762346} {"data_time": 0.01722903549671173, "eta_seconds": 67208.35230711848, "iteration": 183279, "loss_fcos_cls": 0.26108815998304635, "loss_fcos_ctr": 0.6202600402757525, "loss_fcos_loc": 0.20063334121368825, "loss_mask": 0.26619042037054896, "loss_maskiou": 0.005394708889070898, "loss_sem_seg": 0.26278476929292083, "lr": 0.01, "mask_rcnn/accuracy": 0.8956010942112694, "mask_rcnn/false_negative": 0.09174175047708366, "mask_rcnn/false_positive": 0.13402841572552954, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.76782560441643, "total_loss": 1.6216360725229606} {"data_time": 0.015518909320235252, "eta_seconds": 67164.61725701019, "iteration": 183299, "loss_fcos_cls": 0.28086743014864624, "loss_fcos_ctr": 0.6193912327289581, "loss_fcos_loc": 0.20171410194598138, "loss_mask": 0.26453124079853296, "loss_maskiou": 0.005704026552848518, "loss_sem_seg": 0.2608524615643546, "lr": 0.01, "mask_rcnn/accuracy": 0.8865002981712164, "mask_rcnn/false_negative": 0.09074703506967705, "mask_rcnn/false_positive": 0.14228310069346262, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 23.25, "time": 0.7603000244125724, "total_loss": 1.6283141564636026} {"data_time": 0.02062523178756237, "eta_seconds": 67177.35250208527, "iteration": 183319, "loss_fcos_cls": 0.272842884529382, "loss_fcos_ctr": 0.622057999484241, "loss_fcos_loc": 0.20774533294024877, "loss_mask": 0.27744057727977633, "loss_maskiou": 0.00539713090256555, "loss_sem_seg": 0.2683898687828332, "lr": 0.01, "mask_rcnn/accuracy": 0.8777289827192459, "mask_rcnn/false_negative": 0.10205489753530722, "mask_rcnn/false_positive": 0.12602741781130336, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.75, "time": 0.7975424788892269, "total_loss": 1.6517864679190097} {"data_time": 0.016082726418972015, "eta_seconds": 67188.13035186846, "iteration": 183339, "loss_fcos_cls": 0.2649748404510319, "loss_fcos_ctr": 0.6208952041342854, "loss_fcos_loc": 0.19524145685136318, "loss_mask": 0.27260799519717693, "loss_maskiou": 0.0053347253779065795, "loss_sem_seg": 0.2738367561250925, "lr": 0.01, "mask_rcnn/accuracy": 0.9038138547344403, "mask_rcnn/false_negative": 0.08302707604238824, "mask_rcnn/false_positive": 0.13563512973756892, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 30.25, "time": 0.7845862805843353, "total_loss": 1.6377096699652611} {"data_time": 0.01683799084275961, "eta_seconds": 67205.97660258319, "iteration": 183359, "loss_fcos_cls": 0.25229025911539793, "loss_fcos_ctr": 0.621784289367497, "loss_fcos_loc": 0.19977416761685163, "loss_mask": 0.27787578478455544, "loss_maskiou": 0.005741998247685842, "loss_sem_seg": 0.28777765296399593, "lr": 0.01, "mask_rcnn/accuracy": 0.8810978020240354, "mask_rcnn/false_negative": 0.1017871634398694, "mask_rcnn/false_positive": 0.134170037432285, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.75, "time": 0.7972924020141363, "total_loss": 1.6768945840594824} {"data_time": 0.01737406849861145, "eta_seconds": 67192.56081439927, "iteration": 183379, "loss_fcos_cls": 0.2599052982404828, "loss_fcos_ctr": 0.6191876442171633, "loss_fcos_loc": 0.19120836816728115, "loss_mask": 0.26591077633202076, "loss_maskiou": 0.005329157116648275, "loss_sem_seg": 0.29038969287648797, "lr": 0.01, "mask_rcnn/accuracy": 0.8925807823129253, "mask_rcnn/false_negative": 0.07124733893445835, "mask_rcnn/false_positive": 0.1491430898540423, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 24.0, "time": 0.8035773392766714, "total_loss": 1.6462233508136705} {"data_time": 0.016323830001056194, "eta_seconds": 67164.29059248883, "iteration": 183399, "loss_fcos_cls": 0.2535735135897994, "loss_fcos_ctr": 0.6182517884299159, "loss_fcos_loc": 0.19807111885165796, "loss_mask": 0.27392891608178616, "loss_maskiou": 0.00525176060909871, "loss_sem_seg": 0.27878084126859903, "lr": 0.01, "mask_rcnn/accuracy": 0.893690779883382, "mask_rcnn/false_negative": 0.07834152849804751, "mask_rcnn/false_positive": 0.1237929206866128, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7662887740880251, "total_loss": 1.6484777950972784} {"data_time": 0.017701788805425167, "eta_seconds": 67148.77938809339, "iteration": 183419, "loss_fcos_cls": 0.26067391969263554, "loss_fcos_ctr": 0.6182153467088938, "loss_fcos_loc": 0.19812515017110854, "loss_mask": 0.28571816347539425, "loss_maskiou": 0.005710670244297944, "loss_sem_seg": 0.2788251247256994, "lr": 0.01, "mask_rcnn/accuracy": 0.8638380446006593, "mask_rcnn/false_negative": 0.10665739287504061, "mask_rcnn/false_positive": 0.14646904529390387, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.0, "time": 0.7831751285120845, "total_loss": 1.6623076927207876} {"data_time": 0.015401080250740051, "eta_seconds": 67114.25855811778, "iteration": 183439, "loss_fcos_cls": 0.26477370085194707, "loss_fcos_ctr": 0.6198055166751146, "loss_fcos_loc": 0.1960050518391654, "loss_mask": 0.28126896917819977, "loss_maskiou": 0.006027769355569035, "loss_sem_seg": 0.28088307939469814, "lr": 0.01, "mask_rcnn/accuracy": 0.8695774281934996, "mask_rcnn/false_negative": 0.09178613669978555, "mask_rcnn/false_positive": 0.1608702783930253, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.25, "time": 0.7690100762993097, "total_loss": 1.6529564646625658} {"data_time": 0.016098246909677982, "eta_seconds": 67095.09454980958, "iteration": 183459, "loss_fcos_cls": 0.25732132885605097, "loss_fcos_ctr": 0.6190238110721111, "loss_fcos_loc": 0.1994933782843873, "loss_mask": 0.2680804915726185, "loss_maskiou": 0.005267446889774874, "loss_sem_seg": 0.2666807770729065, "lr": 0.01, "mask_rcnn/accuracy": 0.8821384803921568, "mask_rcnn/false_negative": 0.08471534081171327, "mask_rcnn/false_positive": 0.13041572444810154, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7904549315571785, "total_loss": 1.6133031345088966} {"data_time": 0.018761885352432728, "eta_seconds": 67079.58858279977, "iteration": 183479, "loss_fcos_cls": 0.24969588965177536, "loss_fcos_ctr": 0.6209218669682741, "loss_fcos_loc": 0.19981289585120976, "loss_mask": 0.27428527642041445, "loss_maskiou": 0.005696330248611048, "loss_sem_seg": 0.28749951161444187, "lr": 0.01, "mask_rcnn/accuracy": 0.8813439849624061, "mask_rcnn/false_negative": 0.09953386109579423, "mask_rcnn/false_positive": 0.15360166578575454, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.781979694031179, "total_loss": 1.6399345686659217} {"data_time": 0.015818612650036812, "eta_seconds": 67058.62280027196, "iteration": 183499, "loss_fcos_cls": 0.2539368353318423, "loss_fcos_ctr": 0.6205090507864952, "loss_fcos_loc": 0.19398736223229207, "loss_mask": 0.2692493926733732, "loss_maskiou": 0.005395041123847477, "loss_sem_seg": 0.3163975755451247, "lr": 0.01, "mask_rcnn/accuracy": 0.8859784985422741, "mask_rcnn/false_negative": 0.08856018813362493, "mask_rcnn/false_positive": 0.12834459122273706, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.25, "time": 0.7755786189809442, "total_loss": 1.6585556904319674} {"data_time": 0.016339745372533798, "eta_seconds": 67022.35347691923, "iteration": 183519, "loss_fcos_cls": 0.2726174360141158, "loss_fcos_ctr": 0.6231543188914657, "loss_fcos_loc": 0.20417777821421623, "loss_mask": 0.2784440480172634, "loss_maskiou": 0.005653399624861777, "loss_sem_seg": 0.2926827201154083, "lr": 0.01, "mask_rcnn/accuracy": 0.878640573953074, "mask_rcnn/false_negative": 0.10630102913250088, "mask_rcnn/false_positive": 0.15620173321419664, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.75, "time": 0.7750721694901586, "total_loss": 1.6624807439438882} {"data_time": 0.01569092459976673, "eta_seconds": 67040.5083572045, "iteration": 183539, "loss_fcos_cls": 0.25684633711352944, "loss_fcos_ctr": 0.620932380668819, "loss_fcos_loc": 0.20370914426166564, "loss_mask": 0.26314479298889637, "loss_maskiou": 0.005640914780087769, "loss_sem_seg": 0.26652044523507357, "lr": 0.01, "mask_rcnn/accuracy": 0.8938604525014937, "mask_rcnn/false_negative": 0.08544636172647316, "mask_rcnn/false_positive": 0.14641287260189817, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7806947315111756, "total_loss": 1.5952178913212265} {"data_time": 0.01825243979692459, "eta_seconds": 67025.00066972524, "iteration": 183559, "loss_fcos_cls": 0.26630834548268467, "loss_fcos_ctr": 0.6205960279330611, "loss_fcos_loc": 0.19198888377286494, "loss_mask": 0.26505074091255665, "loss_maskiou": 0.005616072834527586, "loss_sem_seg": 0.27357540430966765, "lr": 0.01, "mask_rcnn/accuracy": 0.8779203894672623, "mask_rcnn/false_negative": 0.09799862839027175, "mask_rcnn/false_positive": 0.12213978490530966, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7681292425841093, "total_loss": 1.6439106984398677} {"data_time": 0.01630750484764576, "eta_seconds": 67037.41931103542, "iteration": 183579, "loss_fcos_cls": 0.2559024322545156, "loss_fcos_ctr": 0.6213074075058103, "loss_fcos_loc": 0.20079995528794825, "loss_mask": 0.27026419853791595, "loss_maskiou": 0.006085032495320775, "loss_sem_seg": 0.2690652525052428, "lr": 0.01, "mask_rcnn/accuracy": 0.9067836388326882, "mask_rcnn/false_negative": 0.0852717682979818, "mask_rcnn/false_positive": 0.11946422602397544, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.75, "time": 0.797005889005959, "total_loss": 1.6421451140631689} {"data_time": 0.015066766180098057, "eta_seconds": 67009.2423590254, "iteration": 183599, "loss_fcos_cls": 0.2440013736486435, "loss_fcos_ctr": 0.6216755006462336, "loss_fcos_loc": 0.1973504819907248, "loss_mask": 0.2669331901706755, "loss_maskiou": 0.005263948114588857, "loss_sem_seg": 0.26462753070518374, "lr": 0.01, "mask_rcnn/accuracy": 0.8849872448979592, "mask_rcnn/false_negative": 0.09198862724198967, "mask_rcnn/false_positive": 0.15497999408303065, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.748761311173439, "total_loss": 1.6102120611540158} {"data_time": 0.014981810934841633, "eta_seconds": 66993.73113985918, "iteration": 183619, "loss_fcos_cls": 0.2604277953505516, "loss_fcos_ctr": 0.6220104051753879, "loss_fcos_loc": 0.19950857711955905, "loss_mask": 0.26914536114782095, "loss_maskiou": 0.005256612268567551, "loss_sem_seg": 0.2690994064323604, "lr": 0.01, "mask_rcnn/accuracy": 0.8916374362244898, "mask_rcnn/false_negative": 0.10506499501986954, "mask_rcnn/false_positive": 0.12084159103945251, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 38.5, "time": 0.7711992608383298, "total_loss": 1.643673439291888} {"data_time": 0.01565782818943262, "eta_seconds": 67015.54633394256, "iteration": 183639, "loss_fcos_cls": 0.25014223880134523, "loss_fcos_ctr": 0.6188958641141653, "loss_fcos_loc": 0.20140981045551598, "loss_mask": 0.260294949170202, "loss_maskiou": 0.005216781821218319, "loss_sem_seg": 0.2675731296185404, "lr": 0.01, "mask_rcnn/accuracy": 0.8908355999445619, "mask_rcnn/false_negative": 0.10016753998838931, "mask_rcnn/false_positive": 0.11055609069695353, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.75, "time": 0.7853642283007503, "total_loss": 1.6241023053516983} {"data_time": 0.014467090368270874, "eta_seconds": 67037.5713210497, "iteration": 183659, "loss_fcos_cls": 0.25887748249806464, "loss_fcos_ctr": 0.6240272130817175, "loss_fcos_loc": 0.201942847808823, "loss_mask": 0.28345295414328575, "loss_maskiou": 0.007153606929932721, "loss_sem_seg": 0.2839843025431037, "lr": 0.01, "mask_rcnn/accuracy": 0.8810983033101887, "mask_rcnn/false_negative": 0.10041061160085818, "mask_rcnn/false_positive": 0.142902380928623, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7714141709730029, "total_loss": 1.6833507022238337} {"data_time": 0.015948981046676636, "eta_seconds": 67039.10868301615, "iteration": 183679, "loss_fcos_cls": 0.2622135712299496, "loss_fcos_ctr": 0.6189487958326936, "loss_fcos_loc": 0.19780809385702014, "loss_mask": 0.2762391217984259, "loss_maskiou": 0.005319195843185298, "loss_sem_seg": 0.3327254159376025, "lr": 0.01, "mask_rcnn/accuracy": 0.9011107427055702, "mask_rcnn/false_negative": 0.0861839809644574, "mask_rcnn/false_positive": 0.11779587003799757, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.25, "time": 0.7795932050794363, "total_loss": 1.6956031852314482} {"data_time": 0.017601624131202698, "eta_seconds": 67006.5142004136, "iteration": 183699, "loss_fcos_cls": 0.2463821901474148, "loss_fcos_ctr": 0.621344892308116, "loss_fcos_loc": 0.19586012908257544, "loss_mask": 0.24908489594236016, "loss_maskiou": 0.004709312395789311, "loss_sem_seg": 0.3165016225539148, "lr": 0.01, "mask_rcnn/accuracy": 0.9080645161290323, "mask_rcnn/false_negative": 0.071261693463186, "mask_rcnn/false_positive": 0.10957599192651889, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.5, "time": 0.7633658451959491, "total_loss": 1.6340770722181333} {"data_time": 0.014732602052390575, "eta_seconds": 66969.06346989702, "iteration": 183719, "loss_fcos_cls": 0.2689836749341339, "loss_fcos_ctr": 0.6202203277498484, "loss_fcos_loc": 0.19933539326302707, "loss_mask": 0.2716278089210391, "loss_maskiou": 0.005716846833820455, "loss_sem_seg": 0.30445521511137486, "lr": 0.01, "mask_rcnn/accuracy": 0.8757693781738047, "mask_rcnn/false_negative": 0.09888182230417045, "mask_rcnn/false_positive": 0.14827131528850268, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7765398751944304, "total_loss": 1.7028831187226388} {"data_time": 0.016632460057735443, "eta_seconds": 67023.50918090623, "iteration": 183739, "loss_fcos_cls": 0.27020337525755167, "loss_fcos_ctr": 0.6186368698254228, "loss_fcos_loc": 0.19737082533538342, "loss_mask": 0.2673746324144304, "loss_maskiou": 0.005900619522435591, "loss_sem_seg": 0.2788574546575546, "lr": 0.01, "mask_rcnn/accuracy": 0.8941413497217068, "mask_rcnn/false_negative": 0.09871038466473195, "mask_rcnn/false_positive": 0.13497595386765426, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.8036134848371148, "total_loss": 1.6246109233179595} {"data_time": 0.01498774066567421, "eta_seconds": 67020.24282181263, "iteration": 183759, "loss_fcos_cls": 0.2621186221949756, "loss_fcos_ctr": 0.623222048394382, "loss_fcos_loc": 0.205986344255507, "loss_mask": 0.27515256125479937, "loss_maskiou": 0.005415855928731617, "loss_sem_seg": 0.28074974310584366, "lr": 0.01, "mask_rcnn/accuracy": 0.8839814139941691, "mask_rcnn/false_negative": 0.09218923773981891, "mask_rcnn/false_positive": 0.17279482532698415, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.75, "time": 0.7837370559573174, "total_loss": 1.6536540607194183} {"data_time": 0.014436005614697933, "eta_seconds": 67015.51959642489, "iteration": 183779, "loss_fcos_cls": 0.25213182624429464, "loss_fcos_ctr": 0.6202722755260766, "loss_fcos_loc": 0.19774693678482436, "loss_mask": 0.27481012931093574, "loss_maskiou": 0.005350906780222431, "loss_sem_seg": 0.2967492202296853, "lr": 0.01, "mask_rcnn/accuracy": 0.8981268692821957, "mask_rcnn/false_negative": 0.08233505450549844, "mask_rcnn/false_positive": 0.12524773725725546, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7826191848143935, "total_loss": 1.6257599973469041} {"data_time": 0.015450752340257168, "eta_seconds": 66999.9745390499, "iteration": 183799, "loss_fcos_cls": 0.26048703130800277, "loss_fcos_ctr": 0.6210436089895666, "loss_fcos_loc": 0.19917088060174137, "loss_mask": 0.28125907201319933, "loss_maskiou": 0.006086111890908796, "loss_sem_seg": 0.265585879329592, "lr": 0.01, "mask_rcnn/accuracy": 0.8760719442717904, "mask_rcnn/false_negative": 0.09596806718667356, "mask_rcnn/false_positive": 0.14473659848852782, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.75, "time": 0.7745047882199287, "total_loss": 1.6280857015881338} {"data_time": 0.016246416606009007, "eta_seconds": 67020.56991472095, "iteration": 183819, "loss_fcos_cls": 0.25867293612100184, "loss_fcos_ctr": 0.619243492372334, "loss_fcos_loc": 0.1995071116834879, "loss_mask": 0.2736263182014227, "loss_maskiou": 0.005746578724938445, "loss_sem_seg": 0.2924841879867017, "lr": 0.01, "mask_rcnn/accuracy": 0.8817540409020752, "mask_rcnn/false_negative": 0.09764769597357814, "mask_rcnn/false_positive": 0.13949129797995735, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.5, "time": 0.7876745816320181, "total_loss": 1.6633242074894952} {"data_time": 0.017773260362446308, "eta_seconds": 67005.01647024602, "iteration": 183839, "loss_fcos_cls": 0.25994174205698073, "loss_fcos_ctr": 0.6198474047705531, "loss_fcos_loc": 0.20440246164798737, "loss_mask": 0.27820917032659054, "loss_maskiou": 0.005684909352567047, "loss_sem_seg": 0.24944678018800914, "lr": 0.01, "mask_rcnn/accuracy": 0.8873127169888672, "mask_rcnn/false_negative": 0.0746500637914827, "mask_rcnn/false_positive": 0.1417876654890761, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.25, "time": 0.792525677010417, "total_loss": 1.6040183901641285} {"data_time": 0.016607819125056267, "eta_seconds": 67029.02200182155, "iteration": 183859, "loss_fcos_cls": 0.24718479003058746, "loss_fcos_ctr": 0.6190172312781215, "loss_fcos_loc": 0.1900566725526005, "loss_mask": 0.2699528052471578, "loss_maskiou": 0.0057403603932471015, "loss_sem_seg": 0.26663550990633667, "lr": 0.01, "mask_rcnn/accuracy": 0.8771797023201517, "mask_rcnn/false_negative": 0.09804866783148874, "mask_rcnn/false_positive": 0.13363736198544762, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.5, "time": 0.780207846313715, "total_loss": 1.6018763179163216} {"data_time": 0.01658373698592186, "eta_seconds": 67025.01334971283, "iteration": 183879, "loss_fcos_cls": 0.2568017289740965, "loss_fcos_ctr": 0.6202906034886837, "loss_fcos_loc": 0.19348083389922976, "loss_mask": 0.2740543894469738, "loss_maskiou": 0.00572987571649719, "loss_sem_seg": 0.28813596069812775, "lr": 0.01, "mask_rcnn/accuracy": 0.8683493256015122, "mask_rcnn/false_negative": 0.11026253238459718, "mask_rcnn/false_positive": 0.13177193647297003, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.7815475361421704, "total_loss": 1.6078100919767166} {"data_time": 0.016259392723441124, "eta_seconds": 66997.89674346521, "iteration": 183899, "loss_fcos_cls": 0.26994435500819236, "loss_fcos_ctr": 0.6196637572720647, "loss_fcos_loc": 0.2051100751850754, "loss_mask": 0.2672098884359002, "loss_maskiou": 0.0055018246930558234, "loss_sem_seg": 0.2990418146364391, "lr": 0.01, "mask_rcnn/accuracy": 0.8826243099698896, "mask_rcnn/false_negative": 0.07911595684931441, "mask_rcnn/false_positive": 0.13014988197211852, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.25, "time": 0.7713172463700175, "total_loss": 1.6787863781864871} {"data_time": 0.01603639032691717, "eta_seconds": 66993.88272496406, "iteration": 183919, "loss_fcos_cls": 0.2664560843259096, "loss_fcos_ctr": 0.6209490792825818, "loss_fcos_loc": 0.197975835762918, "loss_mask": 0.27734040934592485, "loss_maskiou": 0.005973998057015706, "loss_sem_seg": 0.31020044814795256, "lr": 0.01, "mask_rcnn/accuracy": 0.884925788497217, "mask_rcnn/false_negative": 0.09584538147329522, "mask_rcnn/false_positive": 0.1319123016389061, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7850797642022371, "total_loss": 1.6566210870078066} {"data_time": 0.01563362590968609, "eta_seconds": 66970.48213506863, "iteration": 183939, "loss_fcos_cls": 0.2607078380533494, "loss_fcos_ctr": 0.6206556782126427, "loss_fcos_loc": 0.19188068294897676, "loss_mask": 0.2705082977190614, "loss_maskiou": 0.00572150009975303, "loss_sem_seg": 0.2972983098588884, "lr": 0.01, "mask_rcnn/accuracy": 0.8675610628866931, "mask_rcnn/false_negative": 0.1007436470559403, "mask_rcnn/false_positive": 0.1480387892035635, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 32.0, "time": 0.7681171093136072, "total_loss": 1.65222245217592} {"data_time": 0.01577370334416628, "eta_seconds": 66968.05859659519, "iteration": 183959, "loss_fcos_cls": 0.2651930241845548, "loss_fcos_ctr": 0.62111124699004, "loss_fcos_loc": 0.20456795929931104, "loss_mask": 0.26587731577456, "loss_maskiou": 0.005459792795591056, "loss_sem_seg": 0.26252944325096905, "lr": 0.01, "mask_rcnn/accuracy": 0.8807007496876302, "mask_rcnn/false_negative": 0.10762212890430234, "mask_rcnn/false_positive": 0.12396222351926967, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.75, "time": 0.7794199697673321, "total_loss": 1.6250994608526526} {"data_time": 0.015169057995080948, "eta_seconds": 66947.18678784091, "iteration": 183979, "loss_fcos_cls": 0.25952318898634985, "loss_fcos_ctr": 0.622243138961494, "loss_fcos_loc": 0.20736212271731347, "loss_mask": 0.27148705068975687, "loss_maskiou": 0.005884030775632709, "loss_sem_seg": 0.30127563583664596, "lr": 0.01, "mask_rcnn/accuracy": 0.9038342609771182, "mask_rcnn/false_negative": 0.09276777747106152, "mask_rcnn/false_positive": 0.12606731535920185, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.784052019007504, "total_loss": 1.6656646462070057} {"data_time": 0.016175360418856144, "eta_seconds": 66931.62147546653, "iteration": 183999, "loss_fcos_cls": 0.2569838874042034, "loss_fcos_ctr": 0.6216963245533407, "loss_fcos_loc": 0.19632330595050007, "loss_mask": 0.26277254801243544, "loss_maskiou": 0.005159488144272473, "loss_sem_seg": 0.28650693595409393, "lr": 0.01, "mask_rcnn/accuracy": 0.8744321065119596, "mask_rcnn/false_negative": 0.08174844879253687, "mask_rcnn/false_positive": 0.1484954425770361, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.7783282846212387, "total_loss": 1.643979452088388} {"data_time": 0.016324054449796677, "eta_seconds": 66945.58989056014, "iteration": 184019, "loss_fcos_cls": 0.26464999362360686, "loss_fcos_ctr": 0.6200916804373264, "loss_fcos_loc": 0.19961308012716472, "loss_mask": 0.2696659895591438, "loss_maskiou": 0.00612289052514825, "loss_sem_seg": 0.2752151214517653, "lr": 0.01, "mask_rcnn/accuracy": 0.8885257227891157, "mask_rcnn/false_negative": 0.09339161663149041, "mask_rcnn/false_positive": 0.10665056110055217, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7992885354906321, "total_loss": 1.6462481513153762} {"data_time": 0.014589504338800907, "eta_seconds": 66909.08885749336, "iteration": 184039, "loss_fcos_cls": 0.2567992458352819, "loss_fcos_ctr": 0.6237895833328366, "loss_fcos_loc": 0.21030050632543862, "loss_mask": 0.2727544941008091, "loss_maskiou": 0.005712664275051793, "loss_sem_seg": 0.3023349929135293, "lr": 0.01, "mask_rcnn/accuracy": 0.8767231149631984, "mask_rcnn/false_negative": 0.10049747655126903, "mask_rcnn/false_positive": 0.12837826245602013, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.25, "time": 0.7486281162127852, "total_loss": 1.634418686880963} {"data_time": 0.017906867899000645, "eta_seconds": 66923.86617217865, "iteration": 184059, "loss_fcos_cls": 0.27670790790580213, "loss_fcos_ctr": 0.620758187957108, "loss_fcos_loc": 0.19503693375736475, "loss_mask": 0.28085881983861327, "loss_maskiou": 0.005507624475285411, "loss_sem_seg": 0.25384099781513214, "lr": 0.01, "mask_rcnn/accuracy": 0.8725524015653554, "mask_rcnn/false_negative": 0.10018408520379415, "mask_rcnn/false_positive": 0.14565295023942665, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.5, "time": 0.7852216754108667, "total_loss": 1.6328407751570921} {"data_time": 0.01777543779462576, "eta_seconds": 66892.04362270981, "iteration": 184079, "loss_fcos_cls": 0.26841166731901467, "loss_fcos_ctr": 0.6200321642681956, "loss_fcos_loc": 0.18940127629321069, "loss_mask": 0.26620398461818695, "loss_maskiou": 0.004900103354884777, "loss_sem_seg": 0.28997778706252575, "lr": 0.01, "mask_rcnn/accuracy": 0.8966969169238104, "mask_rcnn/false_negative": 0.08871152584738164, "mask_rcnn/false_positive": 0.13453232334422371, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7722215140238404, "total_loss": 1.6352043142687762} {"data_time": 0.017008361406624317, "eta_seconds": 66895.63523925748, "iteration": 184099, "loss_fcos_cls": 0.25540366279892623, "loss_fcos_ctr": 0.6200440661050379, "loss_fcos_loc": 0.19606352236587554, "loss_mask": 0.2663725120946765, "loss_maskiou": 0.005342396667401772, "loss_sem_seg": 0.27990045864135027, "lr": 0.01, "mask_rcnn/accuracy": 0.8894240208816973, "mask_rcnn/false_negative": 0.0796201885154805, "mask_rcnn/false_positive": 0.15271539318011773, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7889633905142546, "total_loss": 1.6271034175078967} {"data_time": 0.015405594371259212, "eta_seconds": 66900.03319872078, "iteration": 184119, "loss_fcos_cls": 0.2650785653386265, "loss_fcos_ctr": 0.623213249258697, "loss_fcos_loc": 0.19903909333515912, "loss_mask": 0.27691194601356983, "loss_maskiou": 0.0053746496414532885, "loss_sem_seg": 0.31976672541350126, "lr": 0.01, "mask_rcnn/accuracy": 0.8761078717201166, "mask_rcnn/false_negative": 0.08798870014784194, "mask_rcnn/false_positive": 0.14791919638679665, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.25, "time": 0.7915581241250038, "total_loss": 1.6740787942617317} {"data_time": 0.014877007342875004, "eta_seconds": 66963.84515681677, "iteration": 184139, "loss_fcos_cls": 0.2685424000956118, "loss_fcos_ctr": 0.6198511635884643, "loss_fcos_loc": 0.20489948196336627, "loss_mask": 0.27726634545251727, "loss_maskiou": 0.005852912465343252, "loss_sem_seg": 0.3066927813924849, "lr": 0.01, "mask_rcnn/accuracy": 0.891909843205575, "mask_rcnn/false_negative": 0.0859256546906462, "mask_rcnn/false_positive": 0.1443027584390184, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7966748522594571, "total_loss": 1.6738592033652822} {"data_time": 0.01612294279038906, "eta_seconds": 66988.98734738585, "iteration": 184159, "loss_fcos_cls": 0.2659685406833887, "loss_fcos_ctr": 0.6228952864184976, "loss_fcos_loc": 0.205918857594952, "loss_mask": 0.27514601591974497, "loss_maskiou": 0.006079020036850125, "loss_sem_seg": 0.2910307941492647, "lr": 0.01, "mask_rcnn/accuracy": 0.8668067795299939, "mask_rcnn/false_negative": 0.09209361620488364, "mask_rcnn/false_positive": 0.1446156430770283, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.0, "time": 0.7815499072894454, "total_loss": 1.6749200435442617} {"data_time": 0.01636467967182398, "eta_seconds": 66961.37006059103, "iteration": 184179, "loss_fcos_cls": 0.26198493549600244, "loss_fcos_ctr": 0.6213385527953506, "loss_fcos_loc": 0.20475862186867744, "loss_mask": 0.27453671488910913, "loss_maskiou": 0.005514000047696754, "loss_sem_seg": 0.29321593162603676, "lr": 0.01, "mask_rcnn/accuracy": 0.8788480038480039, "mask_rcnn/false_negative": 0.09448979854005662, "mask_rcnn/false_positive": 0.1563016537457911, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7787333605811, "total_loss": 1.6672158131113974} {"data_time": 0.017246905714273453, "eta_seconds": 66945.76516900025, "iteration": 184199, "loss_fcos_cls": 0.2717955110128969, "loss_fcos_ctr": 0.6206972748041153, "loss_fcos_loc": 0.20514243294019252, "loss_mask": 0.27840137016028166, "loss_maskiou": 0.00605975347571075, "loss_sem_seg": 0.3142572343349457, "lr": 0.01, "mask_rcnn/accuracy": 0.8725230513892304, "mask_rcnn/false_negative": 0.11768451747027384, "mask_rcnn/false_positive": 0.12587640966592364, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 40.25, "time": 0.7854257728904486, "total_loss": 1.6919877896616526} {"data_time": 0.016904408112168312, "eta_seconds": 66942.16427634936, "iteration": 184219, "loss_fcos_cls": 0.2575513976626098, "loss_fcos_ctr": 0.6224272567778826, "loss_fcos_loc": 0.19588833500165492, "loss_mask": 0.264442001003772, "loss_maskiou": 0.005723595808376558, "loss_sem_seg": 0.2782346298918128, "lr": 0.01, "mask_rcnn/accuracy": 0.8924480552530291, "mask_rcnn/false_negative": 0.08702817869250334, "mask_rcnn/false_positive": 0.12175505212297422, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.25, "time": 0.7809454323723912, "total_loss": 1.6567620473506395} {"data_time": 0.017515392042696476, "eta_seconds": 67046.51275791787, "iteration": 184239, "loss_fcos_cls": 0.25552014308050275, "loss_fcos_ctr": 0.6196413952857256, "loss_fcos_loc": 0.19735813734587282, "loss_mask": 0.2788119516335428, "loss_maskiou": 0.005184208683203906, "loss_sem_seg": 0.26620136480778456, "lr": 0.01, "mask_rcnn/accuracy": 0.8872202342035211, "mask_rcnn/false_negative": 0.0911103840978561, "mask_rcnn/false_positive": 0.11746211172569282, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.0, "time": 0.7905255509540439, "total_loss": 1.6142934827294084} {"data_time": 0.0159612987190485, "eta_seconds": 66937.41921045352, "iteration": 184259, "loss_fcos_cls": 0.25917752063833177, "loss_fcos_ctr": 0.6228077090345323, "loss_fcos_loc": 0.19915809447411448, "loss_mask": 0.27052831649780273, "loss_maskiou": 0.0051739558766712435, "loss_sem_seg": 0.29366693645715714, "lr": 0.01, "mask_rcnn/accuracy": 0.8642285226879658, "mask_rcnn/false_negative": 0.11308598543096555, "mask_rcnn/false_positive": 0.14640904374232158, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.5, "time": 0.7739639692008495, "total_loss": 1.610915965437016} {"data_time": 0.016898357309401035, "eta_seconds": 67000.29276944604, "iteration": 184279, "loss_fcos_cls": 0.25484231673181057, "loss_fcos_ctr": 0.6195967122912407, "loss_fcos_loc": 0.19658114400226623, "loss_mask": 0.2679170239716768, "loss_maskiou": 0.005136128515005112, "loss_sem_seg": 0.2689990196377039, "lr": 0.01, "mask_rcnn/accuracy": 0.8872471475362631, "mask_rcnn/false_negative": 0.09710992228056645, "mask_rcnn/false_positive": 0.12241388919005732, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.25, "time": 0.7783499946817756, "total_loss": 1.602577026176732} {"data_time": 0.015467018820345402, "eta_seconds": 67018.26489869971, "iteration": 184299, "loss_fcos_cls": 0.25326503708492965, "loss_fcos_ctr": 0.6219219518825412, "loss_fcos_loc": 0.2041940154740587, "loss_mask": 0.26721892785280943, "loss_maskiou": 0.0049747094308258966, "loss_sem_seg": 0.2867749124998227, "lr": 0.01, "mask_rcnn/accuracy": 0.8876202590836697, "mask_rcnn/false_negative": 0.09173862357616547, "mask_rcnn/false_positive": 0.15241191253883457, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7834926564246416, "total_loss": 1.6556341781106312} {"data_time": 0.015759747475385666, "eta_seconds": 66983.97009842657, "iteration": 184319, "loss_fcos_cls": 0.25388526963070035, "loss_fcos_ctr": 0.6232347209006548, "loss_fcos_loc": 0.20679045119322836, "loss_mask": 0.2717053247615695, "loss_maskiou": 0.005312581823091023, "loss_sem_seg": 0.30647980188950896, "lr": 0.01, "mask_rcnn/accuracy": 0.8862744041278483, "mask_rcnn/false_negative": 0.10063980012183871, "mask_rcnn/false_positive": 0.12249223832471247, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7797966180369258, "total_loss": 1.684312668912753} {"data_time": 0.016449380666017532, "eta_seconds": 66931.79211008921, "iteration": 184339, "loss_fcos_cls": 0.27401800104416907, "loss_fcos_ctr": 0.6216611657291651, "loss_fcos_loc": 0.2091754348948598, "loss_mask": 0.2720538694411516, "loss_maskiou": 0.005685739946784452, "loss_sem_seg": 0.27648007636889815, "lr": 0.01, "mask_rcnn/accuracy": 0.913531037414966, "mask_rcnn/false_negative": 0.07512339375841057, "mask_rcnn/false_positive": 0.12040820450965439, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.5, "time": 0.7714059241116047, "total_loss": 1.6458192355930805} {"data_time": 0.015946521423757076, "eta_seconds": 66861.66211122181, "iteration": 184359, "loss_fcos_cls": 0.2613156675361097, "loss_fcos_ctr": 0.6214854586869478, "loss_fcos_loc": 0.19114171230467036, "loss_mask": 0.26772348396480083, "loss_maskiou": 0.005573625297984108, "loss_sem_seg": 0.2571406913921237, "lr": 0.01, "mask_rcnn/accuracy": 0.8751477972141237, "mask_rcnn/false_negative": 0.08394944341817351, "mask_rcnn/false_positive": 0.15837332354031242, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.75, "time": 0.7702057231217623, "total_loss": 1.6116896761523094} {"data_time": 0.015327268280088902, "eta_seconds": 66830.86562195979, "iteration": 184379, "loss_fcos_cls": 0.268322401214391, "loss_fcos_ctr": 0.6239682724699378, "loss_fcos_loc": 0.20164485415443778, "loss_mask": 0.28292008955031633, "loss_maskiou": 0.005804879168863408, "loss_sem_seg": 0.2846290864981711, "lr": 0.01, "mask_rcnn/accuracy": 0.8694005102040816, "mask_rcnn/false_negative": 0.09553677261702864, "mask_rcnn/false_positive": 0.19157218011555605, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.0, "time": 0.7849320191890001, "total_loss": 1.6901638746276149} {"data_time": 0.015828479081392288, "eta_seconds": 66848.33036481217, "iteration": 184399, "loss_fcos_cls": 0.27607459062710404, "loss_fcos_ctr": 0.6225330531597137, "loss_fcos_loc": 0.20533915515989065, "loss_mask": 0.2806682428345084, "loss_maskiou": 0.006097283781855367, "loss_sem_seg": 0.2794433576054871, "lr": 0.01, "mask_rcnn/accuracy": 0.8915714260197702, "mask_rcnn/false_negative": 0.09128534232082561, "mask_rcnn/false_positive": 0.14470327929187132, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.75, "time": 0.7902315566316247, "total_loss": 1.6674741445240215} {"data_time": 0.018431304953992367, "eta_seconds": 66799.64390503429, "iteration": 184419, "loss_fcos_cls": 0.2676695848349482, "loss_fcos_ctr": 0.6190461963415146, "loss_fcos_loc": 0.19966190541163087, "loss_mask": 0.28044437523931265, "loss_maskiou": 0.006033767524058931, "loss_sem_seg": 0.29809888545423746, "lr": 0.01, "mask_rcnn/accuracy": 0.879816273053604, "mask_rcnn/false_negative": 0.08377713282377114, "mask_rcnn/false_positive": 0.131444733150351, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.5, "time": 0.773491321131587, "total_loss": 1.6505960251597571} {"data_time": 0.01767148170620203, "eta_seconds": 66807.28764762543, "iteration": 184439, "loss_fcos_cls": 0.2801401950418949, "loss_fcos_ctr": 0.6225548777729273, "loss_fcos_loc": 0.2079559387639165, "loss_mask": 0.2849140437319875, "loss_maskiou": 0.005600138189038262, "loss_sem_seg": 0.31219864822924137, "lr": 0.01, "mask_rcnn/accuracy": 0.880186651775138, "mask_rcnn/false_negative": 0.0971312766169835, "mask_rcnn/false_positive": 0.15590217908238238, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7781244972720742, "total_loss": 1.7041364799806615} {"data_time": 0.016414808109402657, "eta_seconds": 66742.90157832019, "iteration": 184459, "loss_fcos_cls": 0.25099422701168805, "loss_fcos_ctr": 0.6199222765862942, "loss_fcos_loc": 0.19446012913249433, "loss_mask": 0.26978342421352863, "loss_maskiou": 0.005315824331773911, "loss_sem_seg": 0.2626288956962526, "lr": 0.01, "mask_rcnn/accuracy": 0.8816455122258694, "mask_rcnn/false_negative": 0.10586694504071538, "mask_rcnn/false_positive": 0.1385161321536581, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7703575482591987, "total_loss": 1.597698469988245} {"data_time": 0.018576906993985176, "eta_seconds": 66741.57328688074, "iteration": 184479, "loss_fcos_cls": 0.2731934969779104, "loss_fcos_ctr": 0.6244666967540979, "loss_fcos_loc": 0.19929868285544217, "loss_mask": 0.25795046612620354, "loss_maskiou": 0.005651225597830489, "loss_sem_seg": 0.2749647246673703, "lr": 0.01, "mask_rcnn/accuracy": 0.9011871648971115, "mask_rcnn/false_negative": 0.0719322918013376, "mask_rcnn/false_positive": 0.133961454560714, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.25, "time": 0.790863636881113, "total_loss": 1.633023285146919} {"data_time": 0.015088601037859917, "eta_seconds": 66784.89713423699, "iteration": 184499, "loss_fcos_cls": 0.2682516956701875, "loss_fcos_ctr": 0.6196587467566133, "loss_fcos_loc": 0.19442669651471078, "loss_mask": 0.27265013568103313, "loss_maskiou": 0.0057976738607976586, "loss_sem_seg": 0.29055991116911173, "lr": 0.01, "mask_rcnn/accuracy": 0.8747007541266208, "mask_rcnn/false_negative": 0.09519035532824724, "mask_rcnn/false_positive": 0.1776689560275663, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.7899795044213533, "total_loss": 1.6584924261842389} {"data_time": 0.015563881024718285, "eta_seconds": 66754.61884691194, "iteration": 184519, "loss_fcos_cls": 0.25521197414491326, "loss_fcos_ctr": 0.6198083246126771, "loss_fcos_loc": 0.1979733295738697, "loss_mask": 0.26769601088017225, "loss_maskiou": 0.005431193487311248, "loss_sem_seg": 0.31341842096298933, "lr": 0.01, "mask_rcnn/accuracy": 0.8759108865065013, "mask_rcnn/false_negative": 0.10949341952834617, "mask_rcnn/false_positive": 0.15673988167664848, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 36.75, "time": 0.7789728352800012, "total_loss": 1.680874252015201} {"data_time": 0.0161200650036335, "eta_seconds": 66696.90577133372, "iteration": 184539, "loss_fcos_cls": 0.2527326443232596, "loss_fcos_ctr": 0.6199686513282359, "loss_fcos_loc": 0.19422037521144375, "loss_mask": 0.260548310354352, "loss_maskiou": 0.00570674441405572, "loss_sem_seg": 0.28923042956739664, "lr": 0.01, "mask_rcnn/accuracy": 0.8769931708919805, "mask_rcnn/false_negative": 0.1169841370042776, "mask_rcnn/false_positive": 0.14944940186347214, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.5, "time": 0.7726491326466203, "total_loss": 1.639300325885415} {"data_time": 0.01571859885007143, "eta_seconds": 66692.04322851822, "iteration": 184559, "loss_fcos_cls": 0.2665066528134048, "loss_fcos_ctr": 0.6185023826546967, "loss_fcos_loc": 0.19458743941504508, "loss_mask": 0.2715405896306038, "loss_maskiou": 0.005534398973395582, "loss_sem_seg": 0.27416712045669556, "lr": 0.01, "mask_rcnn/accuracy": 0.8799231994385056, "mask_rcnn/false_negative": 0.10472367344970396, "mask_rcnn/false_positive": 0.1636005383385018, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.75, "time": 0.7661816943436861, "total_loss": 1.6107277201517718} {"data_time": 0.01736013125628233, "eta_seconds": 66652.7884583706, "iteration": 184579, "loss_fcos_cls": 0.25056830723769963, "loss_fcos_ctr": 0.6181347500532866, "loss_fcos_loc": 0.18919248110614717, "loss_mask": 0.2738537252880633, "loss_maskiou": 0.0055055840202840045, "loss_sem_seg": 0.26599633460864425, "lr": 0.01, "mask_rcnn/accuracy": 0.8642681760204081, "mask_rcnn/false_negative": 0.10127522920072843, "mask_rcnn/false_positive": 0.14980270236658516, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.0, "time": 0.7698226813226938, "total_loss": 1.6246232209232403} {"data_time": 0.01683750096708536, "eta_seconds": 66660.8207272701, "iteration": 184599, "loss_fcos_cls": 0.2699599228799343, "loss_fcos_ctr": 0.6239793878048658, "loss_fcos_loc": 0.2125733057036996, "loss_mask": 0.28311110846698284, "loss_maskiou": 0.0057467871738481335, "loss_sem_seg": 0.29488604748621583, "lr": 0.01, "mask_rcnn/accuracy": 0.8870034620991254, "mask_rcnn/false_negative": 0.10030305091212746, "mask_rcnn/false_positive": 0.15216089824688234, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.25, "time": 0.782561406493187, "total_loss": 1.6717361126211472} {"data_time": 0.016690468415617943, "eta_seconds": 66666.74099930935, "iteration": 184619, "loss_fcos_cls": 0.2611695657251403, "loss_fcos_ctr": 0.6207796949893236, "loss_fcos_loc": 0.19916189112700522, "loss_mask": 0.26714415196329355, "loss_maskiou": 0.005323933146428317, "loss_sem_seg": 0.30079714534804225, "lr": 0.01, "mask_rcnn/accuracy": 0.8794459748184988, "mask_rcnn/false_negative": 0.0940256688869945, "mask_rcnn/false_positive": 0.14642983802276094, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.25, "time": 0.7851704461500049, "total_loss": 1.6325335732690291} {"data_time": 0.01595897413790226, "eta_seconds": 66689.43819350842, "iteration": 184639, "loss_fcos_cls": 0.26650083845015615, "loss_fcos_ctr": 0.6244452362880111, "loss_fcos_loc": 0.21374104404821992, "loss_mask": 0.29136544093489647, "loss_maskiou": 0.005734703125199303, "loss_sem_seg": 0.2989088799804449, "lr": 0.01, "mask_rcnn/accuracy": 0.8812656759132225, "mask_rcnn/false_negative": 0.09627698740367505, "mask_rcnn/false_positive": 0.14747981289343592, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.75, "time": 0.7919701207429171, "total_loss": 1.6922863932268228} {"data_time": 0.015070074237883091, "eta_seconds": 66673.81292243768, "iteration": 184659, "loss_fcos_cls": 0.2644686918356456, "loss_fcos_ctr": 0.6185236885212362, "loss_fcos_loc": 0.1955402263556607, "loss_mask": 0.27297632955014706, "loss_maskiou": 0.0056380011556029785, "loss_sem_seg": 0.27904988871887326, "lr": 0.01, "mask_rcnn/accuracy": 0.8766936818044049, "mask_rcnn/false_negative": 0.09681218921239902, "mask_rcnn/false_positive": 0.1362183853879895, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.75, "time": 0.7837510947138071, "total_loss": 1.6177766243854421} {"data_time": 0.0151898842304945, "eta_seconds": 66689.3216504585, "iteration": 184679, "loss_fcos_cls": 0.25962298992089927, "loss_fcos_ctr": 0.6186734987422824, "loss_fcos_loc": 0.20115569571498781, "loss_mask": 0.2776118088513613, "loss_maskiou": 0.005529884030693211, "loss_sem_seg": 0.2918807603418827, "lr": 0.01, "mask_rcnn/accuracy": 0.8689069858712716, "mask_rcnn/false_negative": 0.11029666020740542, "mask_rcnn/false_positive": 0.14912544071995396, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.777827019803226, "total_loss": 1.6444191726477584} {"data_time": 0.015762620605528355, "eta_seconds": 66707.61002204567, "iteration": 184699, "loss_fcos_cls": 0.26940887956880033, "loss_fcos_ctr": 0.6210688222199678, "loss_fcos_loc": 0.1959753092378378, "loss_mask": 0.26483932696282864, "loss_maskiou": 0.005865305367478868, "loss_sem_seg": 0.3006494587752968, "lr": 0.01, "mask_rcnn/accuracy": 0.9037379329045209, "mask_rcnn/false_negative": 0.07773658536585365, "mask_rcnn/false_positive": 0.12876924090441172, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7926600426435471, "total_loss": 1.6563727605171152} {"data_time": 0.015275305137038231, "eta_seconds": 66772.47680629604, "iteration": 184719, "loss_fcos_cls": 0.2660393547266722, "loss_fcos_ctr": 0.6213040836155415, "loss_fcos_loc": 0.20244515989907086, "loss_mask": 0.2759274039417505, "loss_maskiou": 0.006249926867894828, "loss_sem_seg": 0.2618844355456531, "lr": 0.01, "mask_rcnn/accuracy": 0.8941495839407192, "mask_rcnn/false_negative": 0.10366282512748662, "mask_rcnn/false_positive": 0.12721711102542865, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7889092834666371, "total_loss": 1.6513749780715443} {"data_time": 0.016082918271422386, "eta_seconds": 66663.80299879704, "iteration": 184739, "loss_fcos_cls": 0.25984839303418994, "loss_fcos_ctr": 0.6192437992431223, "loss_fcos_loc": 0.19630780280567706, "loss_mask": 0.2657196447253227, "loss_maskiou": 0.005723586982639972, "loss_sem_seg": 0.25724315363913774, "lr": 0.01, "mask_rcnn/accuracy": 0.8820537468899142, "mask_rcnn/false_negative": 0.08954737189788006, "mask_rcnn/false_positive": 0.14051406866281663, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.5, "time": 0.7763696229085326, "total_loss": 1.5975043859507423} {"data_time": 0.015575201250612736, "eta_seconds": 66609.30046223197, "iteration": 184759, "loss_fcos_cls": 0.263581367675215, "loss_fcos_ctr": 0.6224361034110188, "loss_fcos_loc": 0.20327723084483296, "loss_mask": 0.2745384555310011, "loss_maskiou": 0.005913360939302947, "loss_sem_seg": 0.2813994688913226, "lr": 0.01, "mask_rcnn/accuracy": 0.8875013668258, "mask_rcnn/false_negative": 0.09888942258112557, "mask_rcnn/false_positive": 0.12206418091386932, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 29.0, "time": 0.7596579911187291, "total_loss": 1.6397782630374422} {"data_time": 0.01664451975375414, "eta_seconds": 66613.93915353063, "iteration": 184779, "loss_fcos_cls": 0.2626772793009877, "loss_fcos_ctr": 0.6211195895448327, "loss_fcos_loc": 0.20240045082755387, "loss_mask": 0.27828615438193083, "loss_maskiou": 0.005662540468620136, "loss_sem_seg": 0.25746068148873746, "lr": 0.01, "mask_rcnn/accuracy": 0.8708558828389656, "mask_rcnn/false_negative": 0.10248118202376816, "mask_rcnn/false_positive": 0.17446368955357666, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 37.75, "time": 0.7841254705563188, "total_loss": 1.6610381505306577} {"data_time": 0.016188697889447212, "eta_seconds": 66654.19218288828, "iteration": 184799, "loss_fcos_cls": 0.2557804853422567, "loss_fcos_ctr": 0.6214725207537413, "loss_fcos_loc": 0.2028164298972115, "loss_mask": 0.26685081608593464, "loss_maskiou": 0.005459519721625838, "loss_sem_seg": 0.2719531827606261, "lr": 0.01, "mask_rcnn/accuracy": 0.8901081061795347, "mask_rcnn/false_negative": 0.10699288963443737, "mask_rcnn/false_positive": 0.1116130797981849, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.0, "time": 0.7886744989082217, "total_loss": 1.6118580704496708} {"data_time": 0.015425906516611576, "eta_seconds": 66619.08610979374, "iteration": 184819, "loss_fcos_cls": 0.25041147402953357, "loss_fcos_ctr": 0.6194023699499667, "loss_fcos_loc": 0.18978533055633307, "loss_mask": 0.2609869665466249, "loss_maskiou": 0.005601618693617638, "loss_sem_seg": 0.28963549016043544, "lr": 0.01, "mask_rcnn/accuracy": 0.8749098124098125, "mask_rcnn/false_negative": 0.1200418399809697, "mask_rcnn/false_positive": 0.14084542796973842, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7924509858712554, "total_loss": 1.6425507106505393} {"data_time": 0.016756528988480568, "eta_seconds": 66598.12636531144, "iteration": 184839, "loss_fcos_cls": 0.27092920430004597, "loss_fcos_ctr": 0.6216941410675645, "loss_fcos_loc": 0.20078091381583363, "loss_mask": 0.27376014832407236, "loss_maskiou": 0.0063436713244300336, "loss_sem_seg": 0.27284100372344255, "lr": 0.01, "mask_rcnn/accuracy": 0.8853141666502666, "mask_rcnn/false_negative": 0.09468787021147208, "mask_rcnn/false_positive": 0.13909995150796928, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.5, "time": 0.7809381065890193, "total_loss": 1.661282893990574} {"data_time": 0.01650562323629856, "eta_seconds": 66571.06722785905, "iteration": 184859, "loss_fcos_cls": 0.24473834643140435, "loss_fcos_ctr": 0.6201183032244444, "loss_fcos_loc": 0.19287795422133058, "loss_mask": 0.2708482826128602, "loss_maskiou": 0.005250016060017515, "loss_sem_seg": 0.2383160046301782, "lr": 0.01, "mask_rcnn/accuracy": 0.8675138469210704, "mask_rcnn/false_negative": 0.09405426195941166, "mask_rcnn/false_positive": 0.1541467294570615, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.5, "time": 0.7778284018859267, "total_loss": 1.6122455608419841} {"data_time": 0.01731992419809103, "eta_seconds": 66555.42938775197, "iteration": 184879, "loss_fcos_cls": 0.25535612157545984, "loss_fcos_ctr": 0.6206165142357349, "loss_fcos_loc": 0.2021938560064882, "loss_mask": 0.2659045523032546, "loss_maskiou": 0.004755975627631415, "loss_sem_seg": 0.26715833973139524, "lr": 0.01, "mask_rcnn/accuracy": 0.8937104869121562, "mask_rcnn/false_negative": 0.07990943841947673, "mask_rcnn/false_positive": 0.1410672974336109, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 39.0, "time": 0.7826348515227437, "total_loss": 1.5878400885121664} {"data_time": 0.017683690413832664, "eta_seconds": 66552.19257168006, "iteration": 184899, "loss_fcos_cls": 0.24876331049017608, "loss_fcos_ctr": 0.6186283905990422, "loss_fcos_loc": 0.1833304336760193, "loss_mask": 0.26379778049886227, "loss_maskiou": 0.005755846665124409, "loss_sem_seg": 0.28020400227978826, "lr": 0.01, "mask_rcnn/accuracy": 0.8821028241459627, "mask_rcnn/false_negative": 0.08163099276271352, "mask_rcnn/false_positive": 0.13499221794280958, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 25.75, "time": 0.7756763147190213, "total_loss": 1.6059988543493091} {"data_time": 0.01760891731828451, "eta_seconds": 66536.55181714799, "iteration": 184919, "loss_fcos_cls": 0.24902416695840657, "loss_fcos_ctr": 0.6245571691542864, "loss_fcos_loc": 0.19863447884563357, "loss_mask": 0.28026384487748146, "loss_maskiou": 0.006303036381723359, "loss_sem_seg": 0.2721500904299319, "lr": 0.01, "mask_rcnn/accuracy": 0.8775658408040878, "mask_rcnn/false_negative": 0.10319082876470288, "mask_rcnn/false_positive": 0.15120440746558816, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.5, "time": 0.7789792828261852, "total_loss": 1.6396404633123893} {"data_time": 0.018430628813803196, "eta_seconds": 66565.72197432816, "iteration": 184939, "loss_fcos_cls": 0.23758437880314887, "loss_fcos_ctr": 0.6208113869652152, "loss_fcos_loc": 0.19298721081577241, "loss_mask": 0.2693868987262249, "loss_maskiou": 0.005478553401189856, "loss_sem_seg": 0.2651023268699646, "lr": 0.01, "mask_rcnn/accuracy": 0.8909337353539799, "mask_rcnn/false_negative": 0.0903845178395399, "mask_rcnn/false_positive": 0.15433746973480894, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.25, "time": 0.7940016714856029, "total_loss": 1.5947672968977713} {"data_time": 0.016284968703985214, "eta_seconds": 66555.91006487701, "iteration": 184959, "loss_fcos_cls": 0.25513184687588364, "loss_fcos_ctr": 0.6197687787935138, "loss_fcos_loc": 0.20448026445228606, "loss_mask": 0.2735813995823264, "loss_maskiou": 0.005598568415734917, "loss_sem_seg": 0.2394341635517776, "lr": 0.01, "mask_rcnn/accuracy": 0.8872481684981686, "mask_rcnn/false_negative": 0.12231790775995025, "mask_rcnn/false_positive": 0.11232611520552141, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.766854964196682, "total_loss": 1.5867929684991395} {"data_time": 0.01635357178747654, "eta_seconds": 66489.62955355179, "iteration": 184979, "loss_fcos_cls": 0.25222517759539187, "loss_fcos_ctr": 0.620527652092278, "loss_fcos_loc": 0.1888122519303579, "loss_mask": 0.2720798933878541, "loss_maskiou": 0.005285804363666102, "loss_sem_seg": 0.25256871338933706, "lr": 0.01, "mask_rcnn/accuracy": 0.8825251241112846, "mask_rcnn/false_negative": 0.10312088392482407, "mask_rcnn/false_positive": 0.14060116669595754, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7739807078614831, "total_loss": 1.61811509745894} {"data_time": 0.014993775635957718, "eta_seconds": 66461.60234710947, "iteration": 184999, "loss_fcos_cls": 0.2378458350431174, "loss_fcos_ctr": 0.6214253399521112, "loss_fcos_loc": 0.20283839479088783, "loss_mask": 0.2744425153359771, "loss_maskiou": 0.0058877884875983, "loss_sem_seg": 0.24670191039331257, "lr": 0.01, "mask_rcnn/accuracy": 0.889076985741823, "mask_rcnn/false_negative": 0.09616626526222313, "mask_rcnn/false_positive": 0.11318376304565231, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7707784902304411, "total_loss": 1.58678376863827} {"data_time": 0.016128992661833763, "eta_seconds": 66418.34988401737, "iteration": 185019, "loss_fcos_cls": 0.25446369173005223, "loss_fcos_ctr": 0.6215443825349212, "loss_fcos_loc": 0.18802803120343015, "loss_mask": 0.2669659983366728, "loss_maskiou": 0.005501103194546886, "loss_sem_seg": 0.267014893819578, "lr": 0.01, "mask_rcnn/accuracy": 0.8918707482993198, "mask_rcnn/false_negative": 0.09711257232086984, "mask_rcnn/false_positive": 0.12712339907454112, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.0, "time": 0.7818871112540364, "total_loss": 1.6068682060431456} {"data_time": 0.016106486320495605, "eta_seconds": 66413.08793884143, "iteration": 185039, "loss_fcos_cls": 0.24975557369180024, "loss_fcos_ctr": 0.6190548283047974, "loss_fcos_loc": 0.19520269171334803, "loss_mask": 0.27406911365687847, "loss_maskiou": 0.006012953235767782, "loss_sem_seg": 0.2627484346739948, "lr": 0.01, "mask_rcnn/accuracy": 0.8727032763080949, "mask_rcnn/false_negative": 0.07460710902456825, "mask_rcnn/false_positive": 0.1398268410564295, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.5, "time": 0.7746846070513129, "total_loss": 1.605744353029877} {"data_time": 0.01621926762163639, "eta_seconds": 66450.78975841496, "iteration": 185059, "loss_fcos_cls": 0.25154708413174376, "loss_fcos_ctr": 0.6136278100311756, "loss_fcos_loc": 0.18709418759681284, "loss_mask": 0.2548169167712331, "loss_maskiou": 0.0054623877731501125, "loss_sem_seg": 0.2730790168279782, "lr": 0.01, "mask_rcnn/accuracy": 0.91370719970519, "mask_rcnn/false_negative": 0.08001065584272846, "mask_rcnn/false_positive": 0.10258997887965247, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.8043212303891778, "total_loss": 1.5693069651315454} {"data_time": 0.017270658165216446, "eta_seconds": 66416.36321835592, "iteration": 185079, "loss_fcos_cls": 0.2484820302342996, "loss_fcos_ctr": 0.6203249762766063, "loss_fcos_loc": 0.19144085538573563, "loss_mask": 0.27202060353010893, "loss_maskiou": 0.005736574523325544, "loss_sem_seg": 0.24522443627938628, "lr": 0.01, "mask_rcnn/accuracy": 0.872878895343018, "mask_rcnn/false_negative": 0.10503919865112796, "mask_rcnn/false_positive": 0.12785926614332016, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7773726992309093, "total_loss": 1.588723361477605} {"data_time": 0.01606015395373106, "eta_seconds": 66375.25634196494, "iteration": 185099, "loss_fcos_cls": 0.2490574042312801, "loss_fcos_ctr": 0.6207714322954416, "loss_fcos_loc": 0.18741606920957565, "loss_mask": 0.2567770816385746, "loss_maskiou": 0.0055336923760478385, "loss_sem_seg": 0.288347969064489, "lr": 0.01, "mask_rcnn/accuracy": 0.8767030730040934, "mask_rcnn/false_negative": 0.10852502047321243, "mask_rcnn/false_positive": 0.13527678838018417, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 38.0, "time": 0.7807945935055614, "total_loss": 1.60472771145578} {"data_time": 0.017565875314176083, "eta_seconds": 66379.7788953716, "iteration": 185119, "loss_fcos_cls": 0.2395010613836348, "loss_fcos_ctr": 0.6175722857005894, "loss_fcos_loc": 0.1885121848899871, "loss_mask": 0.24606756027787924, "loss_maskiou": 0.004787165482412092, "loss_sem_seg": 0.26185797923244536, "lr": 0.01, "mask_rcnn/accuracy": 0.890327420393018, "mask_rcnn/false_negative": 0.09166174793176682, "mask_rcnn/false_positive": 0.12115368157652393, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.0, "time": 0.7911141039803624, "total_loss": 1.5758303761285788} {"data_time": 0.018212348222732544, "eta_seconds": 66343.98450472299, "iteration": 185139, "loss_fcos_cls": 0.2566989567130804, "loss_fcos_ctr": 0.6173517582938075, "loss_fcos_loc": 0.19125910109141842, "loss_mask": 0.25221379939466715, "loss_maskiou": 0.0050910019999719225, "loss_sem_seg": 0.26247438322752714, "lr": 0.01, "mask_rcnn/accuracy": 0.8938009655081545, "mask_rcnn/false_negative": 0.10822763824182975, "mask_rcnn/false_positive": 0.11296321661883217, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.25, "time": 0.779541983269155, "total_loss": 1.5714464506309014} {"data_time": 0.015430688858032227, "eta_seconds": 66301.89371639676, "iteration": 185159, "loss_fcos_cls": 0.25793118635192513, "loss_fcos_ctr": 0.6187537801451981, "loss_fcos_loc": 0.1983786711934954, "loss_mask": 0.269503275398165, "loss_maskiou": 0.005570660418015905, "loss_sem_seg": 0.27591240080073476, "lr": 0.01, "mask_rcnn/accuracy": 0.8824432370350738, "mask_rcnn/false_negative": 0.08278060068367951, "mask_rcnn/false_positive": 0.158209474395465, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7668521832674742, "total_loss": 1.6171474948205287} {"data_time": 0.01623358391225338, "eta_seconds": 66279.06262701005, "iteration": 185179, "loss_fcos_cls": 0.24865133012644947, "loss_fcos_ctr": 0.6197295961901546, "loss_fcos_loc": 0.19781717052683234, "loss_mask": 0.26259729731827974, "loss_maskiou": 0.0051797442574752495, "loss_sem_seg": 0.26939293183386326, "lr": 0.01, "mask_rcnn/accuracy": 0.8796777730616865, "mask_rcnn/false_negative": 0.10162544330342499, "mask_rcnn/false_positive": 0.14647104994019877, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.764358501881361, "total_loss": 1.6194796671288714} {"data_time": 0.016829639673233032, "eta_seconds": 66192.48320854828, "iteration": 185199, "loss_fcos_cls": 0.23993072286248207, "loss_fcos_ctr": 0.6201214632019401, "loss_fcos_loc": 0.19383207708597183, "loss_mask": 0.27715504728257656, "loss_maskiou": 0.005816045813844539, "loss_sem_seg": 0.2756554167717695, "lr": 0.01, "mask_rcnn/accuracy": 0.8956928906100592, "mask_rcnn/false_negative": 0.0864821278314197, "mask_rcnn/false_positive": 0.13843344802781998, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.5, "time": 0.7597657730802894, "total_loss": 1.5896751316686277} {"data_time": 0.016138392500579357, "eta_seconds": 66143.42065397557, "iteration": 185219, "loss_fcos_cls": 0.2503622625954449, "loss_fcos_ctr": 0.6193530820310116, "loss_fcos_loc": 0.20185549464076757, "loss_mask": 0.26886390894651413, "loss_maskiou": 0.005240767044597305, "loss_sem_seg": 0.27082023955881596, "lr": 0.01, "mask_rcnn/accuracy": 0.8780562198368213, "mask_rcnn/false_negative": 0.07927571592582308, "mask_rcnn/false_positive": 0.16675937574113459, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 38.5, "time": 0.7747062277048826, "total_loss": 1.614585533956415} {"data_time": 0.01582147181034088, "eta_seconds": 66051.18787285592, "iteration": 185239, "loss_fcos_cls": 0.26290491688996553, "loss_fcos_ctr": 0.6215831898152828, "loss_fcos_loc": 0.19956997293047607, "loss_mask": 0.2628304064273834, "loss_maskiou": 0.005171075725229457, "loss_sem_seg": 0.271817333297804, "lr": 0.01, "mask_rcnn/accuracy": 0.8767918465463108, "mask_rcnn/false_negative": 0.07596284064446134, "mask_rcnn/false_positive": 0.14459660872290292, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.7736638905480504, "total_loss": 1.6431252713591675} {"data_time": 0.016194207593798637, "eta_seconds": 66074.33854338247, "iteration": 185259, "loss_fcos_cls": 0.2587294748518616, "loss_fcos_ctr": 0.6191145181655884, "loss_fcos_loc": 0.19255120656453073, "loss_mask": 0.2663069814443588, "loss_maskiou": 0.005043299628596287, "loss_sem_seg": 0.2823303078766912, "lr": 0.01, "mask_rcnn/accuracy": 0.893064815211799, "mask_rcnn/false_negative": 0.08160880068113761, "mask_rcnn/false_positive": 0.13564201177977897, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7830598913133144, "total_loss": 1.6101583981653675} {"data_time": 0.016784939914941788, "eta_seconds": 66058.74412307981, "iteration": 185279, "loss_fcos_cls": 0.2558342192787677, "loss_fcos_ctr": 0.6202486520633101, "loss_fcos_loc": 0.19925680221058428, "loss_mask": 0.27037512604147196, "loss_maskiou": 0.005760926585935522, "loss_sem_seg": 0.27041139360517263, "lr": 0.01, "mask_rcnn/accuracy": 0.8720790816326531, "mask_rcnn/false_negative": 0.10184500816086277, "mask_rcnn/false_positive": 0.1345541500482462, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.75, "time": 0.77967194840312, "total_loss": 1.6235178284478025} {"data_time": 0.017083163373172283, "eta_seconds": 66043.14970277715, "iteration": 185299, "loss_fcos_cls": 0.23937370697967708, "loss_fcos_ctr": 0.617671936750412, "loss_fcos_loc": 0.1932713306741789, "loss_mask": 0.2797244945541024, "loss_maskiou": 0.005498333863215521, "loss_sem_seg": 0.2757821318227798, "lr": 0.01, "mask_rcnn/accuracy": 0.8950075222396652, "mask_rcnn/false_negative": 0.0855448345482504, "mask_rcnn/false_positive": 0.11739241931466277, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.25, "time": 0.7786798644810915, "total_loss": 1.6181636750989128} {"data_time": 0.018591231666505337, "eta_seconds": 66010.33953366056, "iteration": 185319, "loss_fcos_cls": 0.25042712735012174, "loss_fcos_ctr": 0.6214589243754745, "loss_fcos_loc": 0.19663167535327375, "loss_mask": 0.2636369583196938, "loss_maskiou": 0.0056802365397743415, "loss_sem_seg": 0.29865971952676773, "lr": 0.01, "mask_rcnn/accuracy": 0.8914302930896596, "mask_rcnn/false_negative": 0.08285460968681413, "mask_rcnn/false_positive": 0.11804452258801099, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7692931089550257, "total_loss": 1.6350692596606677} {"data_time": 0.01632070727646351, "eta_seconds": 66011.96086217184, "iteration": 185339, "loss_fcos_cls": 0.2500099341850728, "loss_fcos_ctr": 0.618302620947361, "loss_fcos_loc": 0.19879519403912127, "loss_mask": 0.2701276419684291, "loss_maskiou": 0.004927062836941332, "loss_sem_seg": 0.29328329689451493, "lr": 0.01, "mask_rcnn/accuracy": 0.8910530428387571, "mask_rcnn/false_negative": 0.09757258285194652, "mask_rcnn/false_positive": 0.10917170626969105, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.5, "time": 0.7810793863609433, "total_loss": 1.6519698567208252} {"data_time": 0.017438269220292568, "eta_seconds": 65996.36644186918, "iteration": 185359, "loss_fcos_cls": 0.2462612632662058, "loss_fcos_ctr": 0.6184539156965911, "loss_fcos_loc": 0.19012242904864252, "loss_mask": 0.2623240356333554, "loss_maskiou": 0.004923970598611049, "loss_sem_seg": 0.2506779059767723, "lr": 0.01, "mask_rcnn/accuracy": 0.8699052572302454, "mask_rcnn/false_negative": 0.11729500248604552, "mask_rcnn/false_positive": 0.14583803578668553, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.0, "time": 0.7699016164988279, "total_loss": 1.569750825074152} {"data_time": 0.016401594504714012, "eta_seconds": 65944.99812783301, "iteration": 185379, "loss_fcos_cls": 0.26071649308141787, "loss_fcos_ctr": 0.6231018472462893, "loss_fcos_loc": 0.202902837889269, "loss_mask": 0.26781606720760465, "loss_maskiou": 0.004987804019037867, "loss_sem_seg": 0.25126859871670604, "lr": 0.01, "mask_rcnn/accuracy": 0.8644265206082433, "mask_rcnn/false_negative": 0.11280890659159772, "mask_rcnn/false_positive": 0.1689595508803003, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7685113400220871, "total_loss": 1.607558226591209} {"data_time": 0.015885873697698116, "eta_seconds": 65947.97811654583, "iteration": 185399, "loss_fcos_cls": 0.2626743658911437, "loss_fcos_ctr": 0.6200135585386306, "loss_fcos_loc": 0.19664251618087292, "loss_mask": 0.2651367988437414, "loss_maskiou": 0.005258914112346247, "loss_sem_seg": 0.2665970432572067, "lr": 0.01, "mask_rcnn/accuracy": 0.8788710995981404, "mask_rcnn/false_negative": 0.11467088967421873, "mask_rcnn/false_positive": 0.09845820299062902, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.5, "time": 0.7992713749408722, "total_loss": 1.5978733008887502} {"data_time": 0.015978604555130005, "eta_seconds": 65987.38706000056, "iteration": 185419, "loss_fcos_cls": 0.23787434806581587, "loss_fcos_ctr": 0.619374037720263, "loss_fcos_loc": 0.1966243245988153, "loss_mask": 0.27100865729153156, "loss_maskiou": 0.005733567973948084, "loss_sem_seg": 0.23404002655297518, "lr": 0.01, "mask_rcnn/accuracy": 0.8637407235621521, "mask_rcnn/false_negative": 0.10683644251625261, "mask_rcnn/false_positive": 0.13645821405301517, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.25, "time": 0.7877239109948277, "total_loss": 1.5550484031118685} {"data_time": 0.01572550181299448, "eta_seconds": 65985.05099922884, "iteration": 185439, "loss_fcos_cls": 0.24860667216125876, "loss_fcos_ctr": 0.6185751296579838, "loss_fcos_loc": 0.19210592843592167, "loss_mask": 0.2775904154404998, "loss_maskiou": 0.00604338948323857, "loss_sem_seg": 0.26423136284574866, "lr": 0.01, "mask_rcnn/accuracy": 0.8698070334063006, "mask_rcnn/false_negative": 0.10630566600172126, "mask_rcnn/false_positive": 0.1306812099731403, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7935558408498764, "total_loss": 1.6097459039156092} {"data_time": 0.01496904157102108, "eta_seconds": 65993.0490799835, "iteration": 185459, "loss_fcos_cls": 0.23277230223175138, "loss_fcos_ctr": 0.6176718091592193, "loss_fcos_loc": 0.18470444093691185, "loss_mask": 0.2621293244883418, "loss_maskiou": 0.005237558609223925, "loss_sem_seg": 0.24874480860307813, "lr": 0.01, "mask_rcnn/accuracy": 0.8866927473135945, "mask_rcnn/false_negative": 0.09702834870519839, "mask_rcnn/false_positive": 0.12105526971418393, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.5, "time": 0.7777629168704152, "total_loss": 1.5553519263703492} {"data_time": 0.01728906761854887, "eta_seconds": 65955.59731423389, "iteration": 185479, "loss_fcos_cls": 0.2514415718615055, "loss_fcos_ctr": 0.6174440020695329, "loss_fcos_loc": 0.1927997877355665, "loss_mask": 0.2692192643880844, "loss_maskiou": 0.005172716424567625, "loss_sem_seg": 0.2833822197280824, "lr": 0.01, "mask_rcnn/accuracy": 0.8688107187319372, "mask_rcnn/false_negative": 0.09960335129918182, "mask_rcnn/false_positive": 0.1486771757192517, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.25, "time": 0.779861606657505, "total_loss": 1.6167237855115673} {"data_time": 0.01685314252972603, "eta_seconds": 65938.23150726501, "iteration": 185499, "loss_fcos_cls": 0.24102125666104257, "loss_fcos_ctr": 0.6194454780779779, "loss_fcos_loc": 0.1921192582231015, "loss_mask": 0.2629955797456205, "loss_maskiou": 0.005336544127203524, "loss_sem_seg": 0.29439769918099046, "lr": 0.01, "mask_rcnn/accuracy": 0.879296332961045, "mask_rcnn/false_negative": 0.09204233069489727, "mask_rcnn/false_positive": 0.15697593444238034, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7836680514737964, "total_loss": 1.6155444144969806} {"data_time": 0.01683688350021839, "eta_seconds": 65916.60873675626, "iteration": 185519, "loss_fcos_cls": 0.24997962644556537, "loss_fcos_ctr": 0.6215557130053639, "loss_fcos_loc": 0.19987039058469236, "loss_mask": 0.27240151446312666, "loss_maskiou": 0.005746171620558016, "loss_sem_seg": 0.27435946883633733, "lr": 0.01, "mask_rcnn/accuracy": 0.8819952436509995, "mask_rcnn/false_negative": 0.09896595105008749, "mask_rcnn/false_positive": 0.14242489068967323, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7751265307888389, "total_loss": 1.6359129455013317} {"data_time": 0.016405155882239342, "eta_seconds": 65923.16034202836, "iteration": 185539, "loss_fcos_cls": 0.2464585267007351, "loss_fcos_ctr": 0.6166395272593945, "loss_fcos_loc": 0.19055562070570886, "loss_mask": 0.2656919164583087, "loss_maskiou": 0.005010696466342779, "loss_sem_seg": 0.28373805340379477, "lr": 0.01, "mask_rcnn/accuracy": 0.8859046099829511, "mask_rcnn/false_negative": 0.11606436926228104, "mask_rcnn/false_positive": 0.13929102992509818, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.7810090715065598, "total_loss": 1.6009330983688415} {"data_time": 0.01562661863863468, "eta_seconds": 65884.72502359562, "iteration": 185559, "loss_fcos_cls": 0.25448715034872293, "loss_fcos_ctr": 0.6195690119639039, "loss_fcos_loc": 0.1894647607114166, "loss_mask": 0.26246213261038065, "loss_maskiou": 0.005255667902019923, "loss_sem_seg": 0.27896143309772015, "lr": 0.01, "mask_rcnn/accuracy": 0.887785449545672, "mask_rcnn/false_negative": 0.08684626564872439, "mask_rcnn/false_positive": 0.1367664153191891, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7506733853369951, "total_loss": 1.621051709211315} {"data_time": 0.016981091350317, "eta_seconds": 65869.12011010014, "iteration": 185579, "loss_fcos_cls": 0.2467174637131393, "loss_fcos_ctr": 0.6201899945735931, "loss_fcos_loc": 0.19526903051882982, "loss_mask": 0.2726633856073022, "loss_maskiou": 0.005277989701426122, "loss_sem_seg": 0.2875807308591902, "lr": 0.01, "mask_rcnn/accuracy": 0.8805706941867656, "mask_rcnn/false_negative": 0.09816293373844344, "mask_rcnn/false_positive": 0.1352326635968082, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.25, "time": 0.7776396414265037, "total_loss": 1.6307998103147838} {"data_time": 0.01587721612304449, "eta_seconds": 65853.51519660465, "iteration": 185599, "loss_fcos_cls": 0.2424811009550467, "loss_fcos_ctr": 0.6180020486935973, "loss_fcos_loc": 0.19025717867771164, "loss_mask": 0.26265478506684303, "loss_maskiou": 0.0048279811890097335, "loss_sem_seg": 0.295821757230442, "lr": 0.01, "mask_rcnn/accuracy": 0.8707265483413442, "mask_rcnn/false_negative": 0.0993077929741537, "mask_rcnn/false_positive": 0.14523546689568398, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.0, "time": 0.7884831242263317, "total_loss": 1.6472798707691254} {"data_time": 0.016960347071290016, "eta_seconds": 65816.99314466212, "iteration": 185619, "loss_fcos_cls": 0.25039408169686794, "loss_fcos_ctr": 0.6209935960359871, "loss_fcos_loc": 0.18884432525373995, "loss_mask": 0.26711525302380323, "loss_maskiou": 0.00587064863066189, "loss_sem_seg": 0.25915253814309835, "lr": 0.01, "mask_rcnn/accuracy": 0.8834806934137291, "mask_rcnn/false_negative": 0.09871832575381947, "mask_rcnn/false_positive": 0.12536839153027268, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7603786271065474, "total_loss": 1.6243277965986636} {"data_time": 0.016833956353366375, "eta_seconds": 65732.67987503298, "iteration": 185639, "loss_fcos_cls": 0.24695258284918964, "loss_fcos_ctr": 0.6197707392275333, "loss_fcos_loc": 0.1975628756918013, "loss_mask": 0.275193233974278, "loss_maskiou": 0.005423174225143157, "loss_sem_seg": 0.3028495127800852, "lr": 0.01, "mask_rcnn/accuracy": 0.8829909595417114, "mask_rcnn/false_negative": 0.09421378180073689, "mask_rcnn/false_positive": 0.13192667893891086, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.0, "time": 0.766426625661552, "total_loss": 1.6662422912122565} {"data_time": 0.014659449458122253, "eta_seconds": 65691.20515172184, "iteration": 185659, "loss_fcos_cls": 0.24679957248736173, "loss_fcos_ctr": 0.6201666546985507, "loss_fcos_loc": 0.19249040656723082, "loss_mask": 0.2641297783702612, "loss_maskiou": 0.005291904308251105, "loss_sem_seg": 0.25527440244331956, "lr": 0.01, "mask_rcnn/accuracy": 0.8889503837933641, "mask_rcnn/false_negative": 0.08880552124158536, "mask_rcnn/false_positive": 0.11738535858891364, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.7624963177368045, "total_loss": 1.6177721282583661} {"data_time": 0.017441346310079098, "eta_seconds": 65698.97406032402, "iteration": 185679, "loss_fcos_cls": 0.2544001128990203, "loss_fcos_ctr": 0.6198239801451564, "loss_fcos_loc": 0.2009075318928808, "loss_mask": 0.2732203593477607, "loss_maskiou": 0.005432831901998725, "loss_sem_seg": 0.2581270672380924, "lr": 0.01, "mask_rcnn/accuracy": 0.8788792482718893, "mask_rcnn/false_negative": 0.10803469297822217, "mask_rcnn/false_positive": 0.13273643903859927, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.7917608674615622, "total_loss": 1.6287269060703693} {"data_time": 0.015541844069957733, "eta_seconds": 65681.95086195879, "iteration": 185699, "loss_fcos_cls": 0.2514866415876895, "loss_fcos_ctr": 0.6191731877624989, "loss_fcos_loc": 0.19835349265486002, "loss_mask": 0.2756728157401085, "loss_maskiou": 0.004752884204208385, "loss_sem_seg": 0.26314644142985344, "lr": 0.01, "mask_rcnn/accuracy": 0.882988138437193, "mask_rcnn/false_negative": 0.11098043279303846, "mask_rcnn/false_positive": 0.13044559054754015, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7779949763789773, "total_loss": 1.609854906811961} {"data_time": 0.015584690496325493, "eta_seconds": 65620.442318229, "iteration": 185719, "loss_fcos_cls": 0.25718497741036117, "loss_fcos_ctr": 0.6212192764505744, "loss_fcos_loc": 0.1996045035775751, "loss_mask": 0.2700615497305989, "loss_maskiou": 0.005262473365291953, "loss_sem_seg": 0.2771548912860453, "lr": 0.01, "mask_rcnn/accuracy": 0.8896196717603297, "mask_rcnn/false_negative": 0.08934433421718443, "mask_rcnn/false_positive": 0.11256743299353347, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.75, "time": 0.7862359881401062, "total_loss": 1.636159695473907} {"data_time": 0.0168378883972764, "eta_seconds": 65594.33871171903, "iteration": 185739, "loss_fcos_cls": 0.2360149386804551, "loss_fcos_ctr": 0.6181993708014488, "loss_fcos_loc": 0.1860593188321218, "loss_mask": 0.2559567973949015, "loss_maskiou": 0.005097984358144458, "loss_sem_seg": 0.2685296698473394, "lr": 0.01, "mask_rcnn/accuracy": 0.8843324829931973, "mask_rcnn/false_negative": 0.0867421825491003, "mask_rcnn/false_positive": 0.13656011496349774, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.0, "time": 0.7592985397204757, "total_loss": 1.5410180917351681} {"data_time": 0.015752077102661133, "eta_seconds": 65596.61574941687, "iteration": 185759, "loss_fcos_cls": 0.2500141871278174, "loss_fcos_ctr": 0.6211000536568463, "loss_fcos_loc": 0.19994927139487118, "loss_mask": 0.27476805821061134, "loss_maskiou": 0.004970030902768485, "loss_sem_seg": 0.30391857167705894, "lr": 0.01, "mask_rcnn/accuracy": 0.8783945417789758, "mask_rcnn/false_negative": 0.10773694023086108, "mask_rcnn/false_positive": 0.13144736243531124, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.5, "time": 0.7798363147303462, "total_loss": 1.6451565255883907} {"data_time": 0.015563756227493286, "eta_seconds": 65544.73334707413, "iteration": 185779, "loss_fcos_cls": 0.25492240069434047, "loss_fcos_ctr": 0.6193971871398389, "loss_fcos_loc": 0.19236345659010112, "loss_mask": 0.26449650060385466, "loss_maskiou": 0.005430960321973544, "loss_sem_seg": 0.29610850382596254, "lr": 0.01, "mask_rcnn/accuracy": 0.8792792364724427, "mask_rcnn/false_negative": 0.09830889033163992, "mask_rcnn/false_positive": 0.14532440659588927, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.7695022886618972, "total_loss": 1.5944621362323232} {"data_time": 0.0161462239921093, "eta_seconds": 65510.36715275142, "iteration": 185799, "loss_fcos_cls": 0.2531666331924498, "loss_fcos_ctr": 0.6189420544542372, "loss_fcos_loc": 0.1966091301292181, "loss_mask": 0.26800962071865797, "loss_maskiou": 0.005276693984342273, "loss_sem_seg": 0.26286185486242175, "lr": 0.01, "mask_rcnn/accuracy": 0.903733605184498, "mask_rcnn/false_negative": 0.08811992791787021, "mask_rcnn/false_positive": 0.10016809942089261, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.5, "time": 0.7730784546583891, "total_loss": 1.6023207840844407} {"data_time": 0.015599329024553299, "eta_seconds": 65479.14015348628, "iteration": 185819, "loss_fcos_cls": 0.2520959374960512, "loss_fcos_ctr": 0.61666957475245, "loss_fcos_loc": 0.19033314334228635, "loss_mask": 0.2660636166110635, "loss_maskiou": 0.0057674522686284035, "loss_sem_seg": 0.23677057633176446, "lr": 0.01, "mask_rcnn/accuracy": 0.8899014235323759, "mask_rcnn/false_negative": 0.1012561782945139, "mask_rcnn/false_positive": 0.12311006668625403, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.5, "time": 0.7699733795598149, "total_loss": 1.5763372637302382} {"data_time": 0.016537793911993504, "eta_seconds": 65459.146017341875, "iteration": 185839, "loss_fcos_cls": 0.23910477757453918, "loss_fcos_ctr": 0.6174947330728173, "loss_fcos_loc": 0.1983835354913026, "loss_mask": 0.26568587170913815, "loss_maskiou": 0.005464183443109505, "loss_sem_seg": 0.26853209431283176, "lr": 0.01, "mask_rcnn/accuracy": 0.8915472754758469, "mask_rcnn/false_negative": 0.09182510091825234, "mask_rcnn/false_positive": 0.13162682105260903, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7669143155217171, "total_loss": 1.5980311883904506} {"data_time": 0.017028735019266605, "eta_seconds": 65437.19712402485, "iteration": 185859, "loss_fcos_cls": 0.2371908319182694, "loss_fcos_ctr": 0.6226040963083506, "loss_fcos_loc": 0.19651509507093579, "loss_mask": 0.25976948253810406, "loss_maskiou": 0.0052391672870726325, "loss_sem_seg": 0.2643926169257611, "lr": 0.01, "mask_rcnn/accuracy": 0.8766517857142857, "mask_rcnn/false_negative": 0.09452669951796805, "mask_rcnn/false_positive": 0.15445671632617497, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7602931493893266, "total_loss": 1.5852397462949739} {"data_time": 0.015571346506476402, "eta_seconds": 65381.89742143825, "iteration": 185879, "loss_fcos_cls": 0.24952155095525086, "loss_fcos_ctr": 0.6207564668729901, "loss_fcos_loc": 0.1906945346854627, "loss_mask": 0.27147435396909714, "loss_maskiou": 0.005429446675407235, "loss_sem_seg": 0.26348020834848285, "lr": 0.01, "mask_rcnn/accuracy": 0.8648701016865079, "mask_rcnn/false_negative": 0.10428320001016564, "mask_rcnn/false_positive": 0.15803689968251164, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7661057580262423, "total_loss": 1.586011128332757} {"data_time": 0.01497411448508501, "eta_seconds": 65359.53950245865, "iteration": 185899, "loss_fcos_cls": 0.2422840145882219, "loss_fcos_ctr": 0.6197116239927709, "loss_fcos_loc": 0.19503523863386363, "loss_mask": 0.27736481186002493, "loss_maskiou": 0.0049635637406026945, "loss_sem_seg": 0.25675768381915987, "lr": 0.01, "mask_rcnn/accuracy": 0.8969481359418428, "mask_rcnn/false_negative": 0.08642760558000856, "mask_rcnn/false_positive": 0.11235037837946821, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 34.5, "time": 0.7622070489451289, "total_loss": 1.588796674637706} {"data_time": 0.014847388491034508, "eta_seconds": 65341.347912501544, "iteration": 185919, "loss_fcos_cls": 0.2550696989055723, "loss_fcos_ctr": 0.6212604041211307, "loss_fcos_loc": 0.19039840321056545, "loss_mask": 0.2757822200655937, "loss_maskiou": 0.005739272870414425, "loss_sem_seg": 0.24553092056885362, "lr": 0.01, "mask_rcnn/accuracy": 0.8851965553302066, "mask_rcnn/false_negative": 0.10821716785664234, "mask_rcnn/false_positive": 0.13840761460705356, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 24.25, "time": 0.7721578143537045, "total_loss": 1.6182234317238908} {"data_time": 0.01612105965614319, "eta_seconds": 65325.80543610081, "iteration": 185939, "loss_fcos_cls": 0.26416269363835454, "loss_fcos_ctr": 0.6201708950102329, "loss_fcos_loc": 0.2011635962408036, "loss_mask": 0.2836096230894327, "loss_maskiou": 0.005985515046631917, "loss_sem_seg": 0.28047729935497046, "lr": 0.01, "mask_rcnn/accuracy": 0.8859306536928118, "mask_rcnn/false_negative": 0.08707301653092393, "mask_rcnn/false_positive": 0.141623814828358, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7807636307552457, "total_loss": 1.640347141372331} {"data_time": 0.01834459789097309, "eta_seconds": 65310.26295970008, "iteration": 185959, "loss_fcos_cls": 0.24846711510326713, "loss_fcos_ctr": 0.6203989507630467, "loss_fcos_loc": 0.2017062904778868, "loss_mask": 0.2687768070027232, "loss_maskiou": 0.005566790408920497, "loss_sem_seg": 0.28450496937148273, "lr": 0.01, "mask_rcnn/accuracy": 0.8835134247224576, "mask_rcnn/false_negative": 0.11411383364465444, "mask_rcnn/false_positive": 0.11640726324870851, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.75, "time": 0.771156040020287, "total_loss": 1.6201034461264499} {"data_time": 0.01703297346830368, "eta_seconds": 65294.720483299345, "iteration": 185979, "loss_fcos_cls": 0.2505886640865356, "loss_fcos_ctr": 0.6206460762768984, "loss_fcos_loc": 0.19592299056239426, "loss_mask": 0.25815802812576294, "loss_maskiou": 0.005295941067743115, "loss_sem_seg": 0.28153548715636134, "lr": 0.01, "mask_rcnn/accuracy": 0.8992088220918866, "mask_rcnn/false_negative": 0.09729024499547431, "mask_rcnn/false_positive": 0.09528620679792052, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.5, "time": 0.7648045113310218, "total_loss": 1.6065674049859808} {"data_time": 0.016865694895386696, "eta_seconds": 65261.67288663704, "iteration": 185999, "loss_fcos_cls": 0.24251415522303432, "loss_fcos_ctr": 0.6169874966144562, "loss_fcos_loc": 0.18668554502073675, "loss_mask": 0.2496239049360156, "loss_maskiou": 0.004973463452188298, "loss_sem_seg": 0.2513236007653177, "lr": 0.01, "mask_rcnn/accuracy": 0.8932758295934746, "mask_rcnn/false_negative": 0.08903629600577195, "mask_rcnn/false_positive": 0.12452428076179198, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.0, "time": 0.7646956099197268, "total_loss": 1.5649928571765486} {"data_time": 0.015438670292496681, "eta_seconds": 65220.89964990225, "iteration": 186019, "loss_fcos_cls": 0.2548949606716633, "loss_fcos_ctr": 0.6192437205463648, "loss_fcos_loc": 0.20604966435348615, "loss_mask": 0.29211248364299536, "loss_maskiou": 0.005265128012979403, "loss_sem_seg": 0.26935314992442727, "lr": 0.01, "mask_rcnn/accuracy": 0.8850407454648526, "mask_rcnn/false_negative": 0.09894935952941541, "mask_rcnn/false_positive": 0.11519171708474302, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 36.25, "time": 0.7765819020569324, "total_loss": 1.6376593552122358} {"data_time": 0.017050324007868767, "eta_seconds": 65205.367351013236, "iteration": 186039, "loss_fcos_cls": 0.24025606783106923, "loss_fcos_ctr": 0.6194170392118394, "loss_fcos_loc": 0.1945792124606669, "loss_mask": 0.2711845920421183, "loss_maskiou": 0.005060154195234645, "loss_sem_seg": 0.2661804845556617, "lr": 0.01, "mask_rcnn/accuracy": 0.8703434161822245, "mask_rcnn/false_negative": 0.09839687555659402, "mask_rcnn/false_positive": 0.12711502999123292, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7675448982045054, "total_loss": 1.5975362778190174} {"data_time": 0.01607901882380247, "eta_seconds": 65081.06709173694, "iteration": 186059, "loss_fcos_cls": 0.24617867218330503, "loss_fcos_ctr": 0.6189573369920254, "loss_fcos_loc": 0.19463935168460011, "loss_mask": 0.2713692653924227, "loss_maskiou": 0.00554383106646128, "loss_sem_seg": 0.26630333298817277, "lr": 0.01, "mask_rcnn/accuracy": 0.8927088377723971, "mask_rcnn/false_negative": 0.09451944868195977, "mask_rcnn/false_positive": 0.12235044441728876, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.5, "time": 0.758709542453289, "total_loss": 1.6066408532642527} {"data_time": 0.017633740790188313, "eta_seconds": 65031.26120159123, "iteration": 186079, "loss_fcos_cls": 0.24975985276978463, "loss_fcos_ctr": 0.6188634997233748, "loss_fcos_loc": 0.19089323817752302, "loss_mask": 0.2687650928273797, "loss_maskiou": 0.005417394950200105, "loss_sem_seg": 0.2710500047542155, "lr": 0.01, "mask_rcnn/accuracy": 0.8920206069440764, "mask_rcnn/false_negative": 0.08109632813572126, "mask_rcnn/false_positive": 0.1161429119615893, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.5, "time": 0.7691706940531731, "total_loss": 1.6253541415562722} {"data_time": 0.016238677315413952, "eta_seconds": 64953.91566592455, "iteration": 186099, "loss_fcos_cls": 0.2449456574395299, "loss_fcos_ctr": 0.6208974719047546, "loss_fcos_loc": 0.1968284210888669, "loss_mask": 0.265051594004035, "loss_maskiou": 0.005411916456068866, "loss_sem_seg": 0.291555292904377, "lr": 0.01, "mask_rcnn/accuracy": 0.906814075061843, "mask_rcnn/false_negative": 0.07080273635929199, "mask_rcnn/false_positive": 0.1141466131437733, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 24.25, "time": 0.7612824514508247, "total_loss": 1.66500247863587} {"data_time": 0.01691703498363495, "eta_seconds": 64922.392936532386, "iteration": 186119, "loss_fcos_cls": 0.27525799232535064, "loss_fcos_ctr": 0.6183090624399483, "loss_fcos_loc": 0.19890101911732927, "loss_mask": 0.263782387599349, "loss_maskiou": 0.005302476594806649, "loss_sem_seg": 0.27791272557806224, "lr": 0.01, "mask_rcnn/accuracy": 0.858247457398801, "mask_rcnn/false_negative": 0.10697741976849917, "mask_rcnn/false_positive": 0.167468995037373, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.75, "time": 0.77767273504287, "total_loss": 1.6302252889145166} {"data_time": 0.014970189891755581, "eta_seconds": 64911.78753983788, "iteration": 186139, "loss_fcos_cls": 0.2627985435537994, "loss_fcos_ctr": 0.62047219555825, "loss_fcos_loc": 0.19514480512589216, "loss_mask": 0.276900845579803, "loss_maskiou": 0.005544293133425526, "loss_sem_seg": 0.25621047790627927, "lr": 0.01, "mask_rcnn/accuracy": 0.8667049319727891, "mask_rcnn/false_negative": 0.1108197645944381, "mask_rcnn/false_positive": 0.1546177304145822, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.0, "time": 0.7784590609371662, "total_loss": 1.6114940577826928} {"data_time": 0.016415332444012165, "eta_seconds": 64907.465266764164, "iteration": 186159, "loss_fcos_cls": 0.25900288857519627, "loss_fcos_ctr": 0.6202483584638685, "loss_fcos_loc": 0.18856548191979527, "loss_mask": 0.2490403214469552, "loss_maskiou": 0.00479988371807849, "loss_sem_seg": 0.27008214872330427, "lr": 0.01, "mask_rcnn/accuracy": 0.8831378195217481, "mask_rcnn/false_negative": 0.10991328734512254, "mask_rcnn/false_positive": 0.12808795536627024, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.0, "time": 0.7922938708215952, "total_loss": 1.607273745466955} {"data_time": 0.01531462837010622, "eta_seconds": 64905.03924049158, "iteration": 186179, "loss_fcos_cls": 0.25305122788995504, "loss_fcos_ctr": 0.621875093318522, "loss_fcos_loc": 0.2081900369375944, "loss_mask": 0.27598680928349495, "loss_maskiou": 0.0060339441915857606, "loss_sem_seg": 0.2845814311876893, "lr": 0.01, "mask_rcnn/accuracy": 0.8887406979987762, "mask_rcnn/false_negative": 0.07011311427955688, "mask_rcnn/false_positive": 0.12105281917086574, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7741433260962367, "total_loss": 1.6506989410263486} {"data_time": 0.015917088836431503, "eta_seconds": 64904.124895158224, "iteration": 186199, "loss_fcos_cls": 0.2580145358806476, "loss_fcos_ctr": 0.6203254461288452, "loss_fcos_loc": 0.2050818971474655, "loss_mask": 0.25898214615881443, "loss_maskiou": 0.005401917158451397, "loss_sem_seg": 0.2536850939504802, "lr": 0.01, "mask_rcnn/accuracy": 0.8885400313971743, "mask_rcnn/false_negative": 0.10518735265413809, "mask_rcnn/false_positive": 0.1323780311269709, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.0, "time": 0.7725977096706629, "total_loss": 1.5921589134741225} {"data_time": 0.014791925437748432, "eta_seconds": 64872.66712807864, "iteration": 186219, "loss_fcos_cls": 0.25670967996120453, "loss_fcos_ctr": 0.6204167129471898, "loss_fcos_loc": 0.19807577307801694, "loss_mask": 0.2634989130310714, "loss_maskiou": 0.004812214072444476, "loss_sem_seg": 0.2993486043997109, "lr": 0.01, "mask_rcnn/accuracy": 0.8843308106478593, "mask_rcnn/false_negative": 0.08765219840820705, "mask_rcnn/false_positive": 0.14025639184998867, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.25, "time": 0.7644099844619632, "total_loss": 1.6575272180634784} {"data_time": 0.016593201085925102, "eta_seconds": 64857.180880092084, "iteration": 186239, "loss_fcos_cls": 0.25249232328496873, "loss_fcos_ctr": 0.6178010022267699, "loss_fcos_loc": 0.19546954962424934, "loss_mask": 0.2610316830687225, "loss_maskiou": 0.005106765776872635, "loss_sem_seg": 0.29447240103036165, "lr": 0.01, "mask_rcnn/accuracy": 0.8790157028680579, "mask_rcnn/false_negative": 0.0839263862940829, "mask_rcnn/false_positive": 0.1285508230850872, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.25, "time": 0.7745510404929519, "total_loss": 1.6085456978180446} {"data_time": 0.018982461653649807, "eta_seconds": 64814.03544185404, "iteration": 186259, "loss_fcos_cls": 0.26511328970082104, "loss_fcos_ctr": 0.6204347410239279, "loss_fcos_loc": 0.19756073516327888, "loss_mask": 0.2712613185867667, "loss_maskiou": 0.0056065334647428244, "loss_sem_seg": 0.2513413270935416, "lr": 0.01, "mask_rcnn/accuracy": 0.8690830498866213, "mask_rcnn/false_negative": 0.08168181699754887, "mask_rcnn/false_positive": 0.15831276710999176, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.75, "time": 0.7663800092414021, "total_loss": 1.6256440889337682} {"data_time": 0.014574889093637466, "eta_seconds": 64798.55579975713, "iteration": 186279, "loss_fcos_cls": 0.264870987739414, "loss_fcos_ctr": 0.6220460338518023, "loss_fcos_loc": 0.20698058721609414, "loss_mask": 0.27232737746089697, "loss_maskiou": 0.005583696751273237, "loss_sem_seg": 0.27723313542082906, "lr": 0.01, "mask_rcnn/accuracy": 0.8639052639628677, "mask_rcnn/false_negative": 0.10579841680045615, "mask_rcnn/false_positive": 0.16447459828371996, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.75, "time": 0.787747067399323, "total_loss": 1.6652202425757423} {"data_time": 0.017173966392874718, "eta_seconds": 64783.07615766022, "iteration": 186299, "loss_fcos_cls": 0.2481592756230384, "loss_fcos_ctr": 0.6199056459590793, "loss_fcos_loc": 0.19208819814957678, "loss_mask": 0.26110058976337314, "loss_maskiou": 0.00588414312369423, "loss_sem_seg": 0.2541611553169787, "lr": 0.01, "mask_rcnn/accuracy": 0.8925652152522949, "mask_rcnn/false_negative": 0.07318729124869941, "mask_rcnn/false_positive": 0.14021639571743005, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.0, "time": 0.7781048249453306, "total_loss": 1.5958200106251752} {"data_time": 0.016985904425382614, "eta_seconds": 64767.59651556332, "iteration": 186319, "loss_fcos_cls": 0.24885008588898927, "loss_fcos_ctr": 0.6206659385934472, "loss_fcos_loc": 0.1893229866400361, "loss_mask": 0.2617278676480055, "loss_maskiou": 0.0057504234500811435, "loss_sem_seg": 0.26756429858505726, "lr": 0.01, "mask_rcnn/accuracy": 0.8760621150136885, "mask_rcnn/false_negative": 0.10929551685715788, "mask_rcnn/false_positive": 0.15305284369319347, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.75, "time": 0.7684014560654759, "total_loss": 1.61301045928667} {"data_time": 0.01687489729374647, "eta_seconds": 64734.04268742073, "iteration": 186339, "loss_fcos_cls": 0.26288450974971056, "loss_fcos_ctr": 0.6190530643798411, "loss_fcos_loc": 0.19968539872206748, "loss_mask": 0.26301409397274256, "loss_maskiou": 0.005740574859373737, "loss_sem_seg": 0.25504238810390234, "lr": 0.01, "mask_rcnn/accuracy": 0.880762142820091, "mask_rcnn/false_negative": 0.10841024575284872, "mask_rcnn/false_positive": 0.13287684393977717, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.75, "time": 0.7782738953828812, "total_loss": 1.6359070314429118} {"data_time": 0.017780715599656105, "eta_seconds": 64699.13197085541, "iteration": 186359, "loss_fcos_cls": 0.263722553383559, "loss_fcos_ctr": 0.6211161352694035, "loss_fcos_loc": 0.19767642713850364, "loss_mask": 0.25150357699021697, "loss_maskiou": 0.00558435980201466, "loss_sem_seg": 0.28706471249461174, "lr": 0.01, "mask_rcnn/accuracy": 0.9000345450680272, "mask_rcnn/false_negative": 0.07029894703804605, "mask_rcnn/false_positive": 0.1303404611579843, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.75, "time": 0.7617561500519514, "total_loss": 1.6488173425022978} {"data_time": 0.01678181905299425, "eta_seconds": 64668.80051521771, "iteration": 186379, "loss_fcos_cls": 0.2487120279110968, "loss_fcos_ctr": 0.6199421118944883, "loss_fcos_loc": 0.19229048385750502, "loss_mask": 0.27793589141219854, "loss_maskiou": 0.006493115371085878, "loss_sem_seg": 0.2720213979482651, "lr": 0.01, "mask_rcnn/accuracy": 0.8710272036164893, "mask_rcnn/false_negative": 0.11328867571952066, "mask_rcnn/false_positive": 0.16874307579094017, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.25, "time": 0.7635630574077368, "total_loss": 1.618857318215305} {"data_time": 0.016824914142489433, "eta_seconds": 64623.757997905836, "iteration": 186399, "loss_fcos_cls": 0.2596859319601208, "loss_fcos_ctr": 0.6233471781015396, "loss_fcos_loc": 0.198205343214795, "loss_mask": 0.25969805754721165, "loss_maskiou": 0.005123575545439962, "loss_sem_seg": 0.2714668717235327, "lr": 0.01, "mask_rcnn/accuracy": 0.8717326254826254, "mask_rcnn/false_negative": 0.10544250082137004, "mask_rcnn/false_positive": 0.15498614998705496, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 30.5, "time": 0.779734511859715, "total_loss": 1.6423931454046397} {"data_time": 0.015335454605519772, "eta_seconds": 64587.00123592559, "iteration": 186419, "loss_fcos_cls": 0.2485690771136433, "loss_fcos_ctr": 0.6171353533864021, "loss_fcos_loc": 0.18871719820890576, "loss_mask": 0.2564330007880926, "loss_maskiou": 0.005334442743333057, "loss_sem_seg": 0.28081672452390194, "lr": 0.01, "mask_rcnn/accuracy": 0.8690909121145198, "mask_rcnn/false_negative": 0.10645638629484652, "mask_rcnn/false_positive": 0.15242891571878853, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7767612785100937, "total_loss": 1.6211707651345932} {"data_time": 0.01635108608752489, "eta_seconds": 64540.408439913765, "iteration": 186439, "loss_fcos_cls": 0.2500702275428921, "loss_fcos_ctr": 0.6212036507204175, "loss_fcos_loc": 0.19938386336434633, "loss_mask": 0.2807099502533674, "loss_maskiou": 0.005460680455144029, "loss_sem_seg": 0.24930118583142757, "lr": 0.01, "mask_rcnn/accuracy": 0.86359537235947, "mask_rcnn/false_negative": 0.09923181045269426, "mask_rcnn/false_positive": 0.18413278855090692, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.25, "time": 0.7912456961348653, "total_loss": 1.6167002266374766} {"data_time": 0.01654711365699768, "eta_seconds": 64524.960944445804, "iteration": 186459, "loss_fcos_cls": 0.24954692367464304, "loss_fcos_ctr": 0.6226134477183223, "loss_fcos_loc": 0.1959505919367075, "loss_mask": 0.2796879727393389, "loss_maskiou": 0.0056911536375992, "loss_sem_seg": 0.2876519220881164, "lr": 0.01, "mask_rcnn/accuracy": 0.8840689040566585, "mask_rcnn/false_negative": 0.11000700123061215, "mask_rcnn/false_positive": 0.12739803827886667, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.0, "time": 0.7743161218240857, "total_loss": 1.6277119084406877} {"data_time": 0.0169573575258255, "eta_seconds": 64487.77534376271, "iteration": 186479, "loss_fcos_cls": 0.24347388499882072, "loss_fcos_ctr": 0.6214243955910206, "loss_fcos_loc": 0.1922775232233107, "loss_mask": 0.26661226339638233, "loss_maskiou": 0.005831851914990693, "loss_sem_seg": 0.2685114177875221, "lr": 0.01, "mask_rcnn/accuracy": 0.8807950726336038, "mask_rcnn/false_negative": 0.10210484435124662, "mask_rcnn/false_positive": 0.12234725689877705, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7480086293071508, "total_loss": 1.595641973617603} {"data_time": 0.01596903521567583, "eta_seconds": 64472.33305371739, "iteration": 186499, "loss_fcos_cls": 0.25923411222174764, "loss_fcos_ctr": 0.6229858137667179, "loss_fcos_loc": 0.2050871814135462, "loss_mask": 0.2778374683111906, "loss_maskiou": 0.005336224683560431, "loss_sem_seg": 0.2696795701049268, "lr": 0.01, "mask_rcnn/accuracy": 0.8662145549037252, "mask_rcnn/false_negative": 0.09962666691345134, "mask_rcnn/false_positive": 0.1577526856863321, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.25, "time": 0.7872950602322817, "total_loss": 1.6300562152464408} {"data_time": 0.015676122158765793, "eta_seconds": 64409.01883682236, "iteration": 186519, "loss_fcos_cls": 0.25506273563951254, "loss_fcos_ctr": 0.6191075034439564, "loss_fcos_loc": 0.1920428581070155, "loss_mask": 0.28072497248649597, "loss_maskiou": 0.00544564648589585, "loss_sem_seg": 0.2714779330417514, "lr": 0.01, "mask_rcnn/accuracy": 0.8842484623616396, "mask_rcnn/false_negative": 0.09285870228784779, "mask_rcnn/false_positive": 0.14693825219113027, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 37.25, "time": 0.7615946708247066, "total_loss": 1.6411337490135338} {"data_time": 0.018768448382616043, "eta_seconds": 64372.96220683027, "iteration": 186539, "loss_fcos_cls": 0.269961905782111, "loss_fcos_ctr": 0.6203288724645972, "loss_fcos_loc": 0.1947213114472106, "loss_mask": 0.2569953724741936, "loss_maskiou": 0.00549763683375204, "loss_sem_seg": 0.2888529631309211, "lr": 0.01, "mask_rcnn/accuracy": 0.8818420376625227, "mask_rcnn/false_negative": 0.101292486439992, "mask_rcnn/false_positive": 0.1272903747818841, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.75, "time": 0.7696568388491869, "total_loss": 1.650762195004063} {"data_time": 0.01569753047078848, "eta_seconds": 64397.54192015901, "iteration": 186559, "loss_fcos_cls": 0.26484148344025016, "loss_fcos_ctr": 0.6207954324781895, "loss_fcos_loc": 0.19435507361777127, "loss_mask": 0.27110424265265465, "loss_maskiou": 0.005800013568659779, "loss_sem_seg": 0.28922164294635877, "lr": 0.01, "mask_rcnn/accuracy": 0.8883491499881806, "mask_rcnn/false_negative": 0.10009657446047569, "mask_rcnn/false_positive": 0.13451333028943877, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7817936157807708, "total_loss": 1.6440199682765524} {"data_time": 0.015147230587899685, "eta_seconds": 64382.1064527221, "iteration": 186579, "loss_fcos_cls": 0.25473706889897585, "loss_fcos_ctr": 0.6202412229031324, "loss_fcos_loc": 0.1976201431825757, "loss_mask": 0.2748100273311138, "loss_maskiou": 0.005114854488056153, "loss_sem_seg": 0.2945112632587552, "lr": 0.01, "mask_rcnn/accuracy": 0.8843604305946517, "mask_rcnn/false_negative": 0.09496257450805975, "mask_rcnn/false_positive": 0.13604922521474183, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7822631448507309, "total_loss": 1.6476917450199835} {"data_time": 0.015450498089194298, "eta_seconds": 64336.67241719831, "iteration": 186599, "loss_fcos_cls": 0.2505411570891738, "loss_fcos_ctr": 0.6166141703724861, "loss_fcos_loc": 0.189960946328938, "loss_mask": 0.2741504432633519, "loss_maskiou": 0.005340355539374286, "loss_sem_seg": 0.27613340970128775, "lr": 0.01, "mask_rcnn/accuracy": 0.8844002979613745, "mask_rcnn/false_negative": 0.09683324776053795, "mask_rcnn/false_positive": 0.12560298324216204, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7671704571694136, "total_loss": 1.6189566470129648} {"data_time": 0.017191356047987938, "eta_seconds": 64321.24414357636, "iteration": 186619, "loss_fcos_cls": 0.2353781429119408, "loss_fcos_ctr": 0.6165269971825182, "loss_fcos_loc": 0.18352587427943945, "loss_mask": 0.25759574584662914, "loss_maskiou": 0.005912231121328659, "loss_sem_seg": 0.25115082575939596, "lr": 0.01, "mask_rcnn/accuracy": 0.8892027340857035, "mask_rcnn/false_negative": 0.10293895025584839, "mask_rcnn/false_positive": 0.1157542377514703, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 37.0, "time": 0.7736365217715502, "total_loss": 1.5609911840292625} {"data_time": 0.018049398437142372, "eta_seconds": 64322.46521665435, "iteration": 186639, "loss_fcos_cls": 0.26957062375731766, "loss_fcos_ctr": 0.6193482978269458, "loss_fcos_loc": 0.19512272183783352, "loss_mask": 0.2562682684510946, "loss_maskiou": 0.005428680051409174, "loss_sem_seg": 0.28768749674782157, "lr": 0.01, "mask_rcnn/accuracy": 0.9004741085623439, "mask_rcnn/false_negative": 0.09526516733565758, "mask_rcnn/false_positive": 0.11382953654904221, "roi_head/num_bg_samples": 77.75, "roi_head/num_fg_samples": 31.5, "time": 0.7727137096226215, "total_loss": 1.6438845884986222} {"data_time": 0.015630527399480343, "eta_seconds": 64348.79473335482, "iteration": 186659, "loss_fcos_cls": 0.26656422042287886, "loss_fcos_ctr": 0.6232011895626783, "loss_fcos_loc": 0.20076696330215782, "loss_mask": 0.25459281262010336, "loss_maskiou": 0.004995559967937879, "loss_sem_seg": 0.27090209862217307, "lr": 0.01, "mask_rcnn/accuracy": 0.8781034288715486, "mask_rcnn/false_negative": 0.09552882531535284, "mask_rcnn/false_positive": 0.1487145411210889, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 26.25, "time": 0.7962292861193419, "total_loss": 1.649291757341416} {"data_time": 0.014714866876602173, "eta_seconds": 64291.6006803764, "iteration": 186679, "loss_fcos_cls": 0.24613502668216825, "loss_fcos_ctr": 0.6167365610599518, "loss_fcos_loc": 0.19265044201165438, "loss_mask": 0.24348658556118608, "loss_maskiou": 0.004719916338217445, "loss_sem_seg": 0.2708245641551912, "lr": 0.01, "mask_rcnn/accuracy": 0.8994039832050036, "mask_rcnn/false_negative": 0.07538197620655579, "mask_rcnn/false_positive": 0.11864983529079717, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.75, "time": 0.7676534280180931, "total_loss": 1.6056052731655654} {"data_time": 0.016574880108237267, "eta_seconds": 64270.14144686982, "iteration": 186699, "loss_fcos_cls": 0.25967127340845764, "loss_fcos_ctr": 0.6209834692999721, "loss_fcos_loc": 0.19446169724687934, "loss_mask": 0.2667365977540612, "loss_maskiou": 0.005631573731079698, "loss_sem_seg": 0.26452163490466774, "lr": 0.01, "mask_rcnn/accuracy": 0.8678505350334796, "mask_rcnn/false_negative": 0.11247381959370978, "mask_rcnn/false_positive": 0.1634517382279765, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7772381352260709, "total_loss": 1.6259117139779846} {"data_time": 0.016756854951381683, "eta_seconds": 64236.1908844905, "iteration": 186719, "loss_fcos_cls": 0.26850936422124505, "loss_fcos_ctr": 0.622093403711915, "loss_fcos_loc": 0.20597228012047708, "loss_mask": 0.2820441760122776, "loss_maskiou": 0.005648992373608053, "loss_sem_seg": 0.2714895139215514, "lr": 0.01, "mask_rcnn/accuracy": 0.8716747079898262, "mask_rcnn/false_negative": 0.12057337187659403, "mask_rcnn/false_positive": 0.1472979237004403, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 31.25, "time": 0.7668015416711569, "total_loss": 1.6704339138814248} {"data_time": 0.019228486344218254, "eta_seconds": 64270.33742157929, "iteration": 186739, "loss_fcos_cls": 0.2611227366141975, "loss_fcos_ctr": 0.6212531998753548, "loss_fcos_loc": 0.2015972058288753, "loss_mask": 0.2677815221250057, "loss_maskiou": 0.005016349983634427, "loss_sem_seg": 0.27209412259981036, "lr": 0.01, "mask_rcnn/accuracy": 0.8858753261578605, "mask_rcnn/false_negative": 0.08321437064050363, "mask_rcnn/false_positive": 0.13517697140936258, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.25, "time": 0.8009404987096786, "total_loss": 1.6199863660949632} {"data_time": 0.017548098228871822, "eta_seconds": 64264.28220690787, "iteration": 186759, "loss_fcos_cls": 0.2834892403334379, "loss_fcos_ctr": 0.6228229030966759, "loss_fcos_loc": 0.20709546795114875, "loss_mask": 0.28489349503070116, "loss_maskiou": 0.005615720117930323, "loss_sem_seg": 0.26981858373619616, "lr": 0.01, "mask_rcnn/accuracy": 0.8749140073801405, "mask_rcnn/false_negative": 0.11679262521937422, "mask_rcnn/false_positive": 0.14070588962747077, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.0, "time": 0.7812467711046338, "total_loss": 1.6801907549270254} {"data_time": 0.015045417472720146, "eta_seconds": 64239.4608587604, "iteration": 186779, "loss_fcos_cls": 0.28002611896954477, "loss_fcos_ctr": 0.6205939073115587, "loss_fcos_loc": 0.19742955802939832, "loss_mask": 0.2639865046367049, "loss_maskiou": 0.005100252368720248, "loss_sem_seg": 0.3083007917739451, "lr": 0.01, "mask_rcnn/accuracy": 0.882251554467941, "mask_rcnn/false_negative": 0.09234062495487708, "mask_rcnn/false_positive": 0.13944885142366928, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.25, "time": 0.7582430401816964, "total_loss": 1.6960612247130484} {"data_time": 0.016404375433921814, "eta_seconds": 64240.698703037575, "iteration": 186799, "loss_fcos_cls": 0.2589871841482818, "loss_fcos_ctr": 0.6206864975392818, "loss_fcos_loc": 0.20190691063180566, "loss_mask": 0.27600606996566057, "loss_maskiou": 0.005519984901184216, "loss_sem_seg": 0.29797264421358705, "lr": 0.01, "mask_rcnn/accuracy": 0.875853825136612, "mask_rcnn/false_negative": 0.1015975680816012, "mask_rcnn/false_positive": 0.14202267486786846, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.7761085787788033, "total_loss": 1.6805101708159782} {"data_time": 0.017238570377230644, "eta_seconds": 64227.424906851724, "iteration": 186819, "loss_fcos_cls": 0.2591103959130123, "loss_fcos_ctr": 0.6218224857002497, "loss_fcos_loc": 0.19619739253539592, "loss_mask": 0.26657165586948395, "loss_maskiou": 0.005529966154426802, "loss_sem_seg": 0.3219385591801256, "lr": 0.01, "mask_rcnn/accuracy": 0.8870960238198623, "mask_rcnn/false_negative": 0.08899074493748105, "mask_rcnn/false_positive": 0.12658997295219565, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 24.5, "time": 0.7785636307671666, "total_loss": 1.6513339381490368} {"data_time": 0.01651708036661148, "eta_seconds": 64260.03708874155, "iteration": 186839, "loss_fcos_cls": 0.26358803967013955, "loss_fcos_ctr": 0.6214497177861631, "loss_fcos_loc": 0.2029300241265446, "loss_mask": 0.2614895664155483, "loss_maskiou": 0.00593963400751818, "loss_sem_seg": 0.2672428172081709, "lr": 0.01, "mask_rcnn/accuracy": 0.8963155148423005, "mask_rcnn/false_negative": 0.07654038685987175, "mask_rcnn/false_positive": 0.14011081231784267, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.5, "time": 0.7800679076462984, "total_loss": 1.6412776598990604} {"data_time": 0.015945429913699627, "eta_seconds": 64293.07610849943, "iteration": 186859, "loss_fcos_cls": 0.2549086974468082, "loss_fcos_ctr": 0.6170069491490722, "loss_fcos_loc": 0.19052848825231194, "loss_mask": 0.27529979310929775, "loss_maskiou": 0.006398067285772413, "loss_sem_seg": 0.2585610905662179, "lr": 0.01, "mask_rcnn/accuracy": 0.8805056832859726, "mask_rcnn/false_negative": 0.12485608607045497, "mask_rcnn/false_positive": 0.12267555951871836, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7855154983699322, "total_loss": 1.5992737960623344} {"data_time": 0.014937377534806728, "eta_seconds": 64293.38069656212, "iteration": 186879, "loss_fcos_cls": 0.2658968598116189, "loss_fcos_ctr": 0.6193312723189592, "loss_fcos_loc": 0.19992406340315938, "loss_mask": 0.2769820671528578, "loss_maskiou": 0.005932696731179021, "loss_sem_seg": 0.3099925257265568, "lr": 0.01, "mask_rcnn/accuracy": 0.8852572278911565, "mask_rcnn/false_negative": 0.07839006906485582, "mask_rcnn/false_positive": 0.14880274910935418, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 35.0, "time": 0.7785557890310884, "total_loss": 1.6500076615047874} {"data_time": 0.017350024543702602, "eta_seconds": 64297.27844366804, "iteration": 186899, "loss_fcos_cls": 0.25800743396393955, "loss_fcos_ctr": 0.6181447170674801, "loss_fcos_loc": 0.19067167886532843, "loss_mask": 0.24944461695849895, "loss_maskiou": 0.004899040097370744, "loss_sem_seg": 0.28146203700453043, "lr": 0.01, "mask_rcnn/accuracy": 0.8918799312931966, "mask_rcnn/false_negative": 0.08799051043769224, "mask_rcnn/false_positive": 0.1327270507531771, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.75, "time": 0.777116090990603, "total_loss": 1.5876340110917226} {"data_time": 0.015306416898965836, "eta_seconds": 64281.80395396426, "iteration": 186919, "loss_fcos_cls": 0.25326900905929506, "loss_fcos_ctr": 0.6203922005370259, "loss_fcos_loc": 0.18962690909393132, "loss_mask": 0.27473568264395, "loss_maskiou": 0.00516734801203711, "loss_sem_seg": 0.2922062259167433, "lr": 0.01, "mask_rcnn/accuracy": 0.8922508437611021, "mask_rcnn/false_negative": 0.10620180190380553, "mask_rcnn/false_positive": 0.12629546370306352, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.5, "time": 0.7692645629867911, "total_loss": 1.6479993200773606} {"data_time": 0.01563116069883108, "eta_seconds": 64240.183867022395, "iteration": 186939, "loss_fcos_cls": 0.24843206047080457, "loss_fcos_ctr": 0.6210175277665257, "loss_fcos_loc": 0.19042780296877027, "loss_mask": 0.27064213436096907, "loss_maskiou": 0.005246220316621475, "loss_sem_seg": 0.2832446568645537, "lr": 0.01, "mask_rcnn/accuracy": 0.8903964710884353, "mask_rcnn/false_negative": 0.09273312748469742, "mask_rcnn/false_positive": 0.14927967710324783, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.25, "time": 0.7672020718455315, "total_loss": 1.6382369198545348} {"data_time": 0.01565225049853325, "eta_seconds": 64224.71567283571, "iteration": 186959, "loss_fcos_cls": 0.256187227088958, "loss_fcos_ctr": 0.6230830112472177, "loss_fcos_loc": 0.20288883382454515, "loss_mask": 0.27908479049801826, "loss_maskiou": 0.005613616471237037, "loss_sem_seg": 0.27379452576860785, "lr": 0.01, "mask_rcnn/accuracy": 0.8767781155015197, "mask_rcnn/false_negative": 0.09183412820152675, "mask_rcnn/false_positive": 0.13816001364472444, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.25, "time": 0.7774940291419625, "total_loss": 1.6425408564900863} {"data_time": 0.016581717878580093, "eta_seconds": 64254.67181269266, "iteration": 186979, "loss_fcos_cls": 0.253491047071293, "loss_fcos_ctr": 0.6197627168148756, "loss_fcos_loc": 0.1917860748944804, "loss_mask": 0.2718291198834777, "loss_maskiou": 0.0056227162094728556, "loss_sem_seg": 0.27785108517855406, "lr": 0.01, "mask_rcnn/accuracy": 0.8681316926502325, "mask_rcnn/false_negative": 0.11674691637089155, "mask_rcnn/false_positive": 0.144198654770044, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.75, "time": 0.7866764450445771, "total_loss": 1.609443657544034} {"data_time": 0.016703504137694836, "eta_seconds": 64242.77533142734, "iteration": 186999, "loss_fcos_cls": 0.24366578180342913, "loss_fcos_ctr": 0.6194321634247899, "loss_fcos_loc": 0.19568987627280876, "loss_mask": 0.27115462720394135, "loss_maskiou": 0.005561658646911383, "loss_sem_seg": 0.2609286345541477, "lr": 0.01, "mask_rcnn/accuracy": 0.8652890411483742, "mask_rcnn/false_negative": 0.10756614083079954, "mask_rcnn/false_positive": 0.15098670522214724, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 29.0, "time": 0.764237524010241, "total_loss": 1.6242393777283723} {"data_time": 0.01791569497436285, "eta_seconds": 64232.11842834763, "iteration": 187019, "loss_fcos_cls": 0.25499678310006857, "loss_fcos_ctr": 0.6229507829993963, "loss_fcos_loc": 0.20078811881830916, "loss_mask": 0.27620368357747793, "loss_maskiou": 0.005526362867385615, "loss_sem_seg": 0.2639450802234933, "lr": 0.01, "mask_rcnn/accuracy": 0.8827091687114729, "mask_rcnn/false_negative": 0.11567128571904385, "mask_rcnn/false_positive": 0.13073449450786162, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.25, "time": 0.7802457110956311, "total_loss": 1.646871102435398} {"data_time": 0.01417571771889925, "eta_seconds": 64241.714509693906, "iteration": 187039, "loss_fcos_cls": 0.2541952532483265, "loss_fcos_ctr": 0.6204433431848884, "loss_fcos_loc": 0.1969982001464814, "loss_mask": 0.26953579764813185, "loss_maskiou": 0.005265301384497434, "loss_sem_seg": 0.2862102631479502, "lr": 0.01, "mask_rcnn/accuracy": 0.8818844464337761, "mask_rcnn/false_negative": 0.10358974330852234, "mask_rcnn/false_positive": 0.15776505752663728, "roi_head/num_bg_samples": 77.25, "roi_head/num_fg_samples": 33.0, "time": 0.789641379378736, "total_loss": 1.6183350684623292} {"data_time": 0.018499423749744892, "eta_seconds": 64245.68596815225, "iteration": 187059, "loss_fcos_cls": 0.2696125595830381, "loss_fcos_ctr": 0.6208615913055837, "loss_fcos_loc": 0.19576878775842488, "loss_mask": 0.27293423749506474, "loss_maskiou": 0.005503462460183073, "loss_sem_seg": 0.28225338621996343, "lr": 0.01, "mask_rcnn/accuracy": 0.8928298104956268, "mask_rcnn/false_negative": 0.08047697984006658, "mask_rcnn/false_positive": 0.1335310146381377, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7992736967280507, "total_loss": 1.6527128053130582} {"data_time": 0.014839923940598965, "eta_seconds": 64277.88217237871, "iteration": 187079, "loss_fcos_cls": 0.24588107969611883, "loss_fcos_ctr": 0.6178786531090736, "loss_fcos_loc": 0.19336065545212477, "loss_mask": 0.26287158392369747, "loss_maskiou": 0.005707221454940736, "loss_sem_seg": 0.28246577037498355, "lr": 0.01, "mask_rcnn/accuracy": 0.8641620284477427, "mask_rcnn/false_negative": 0.1035695839322506, "mask_rcnn/false_positive": 0.16617609940389877, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.25, "time": 0.7820784021168947, "total_loss": 1.61831509599142} {"data_time": 0.016830239444971085, "eta_seconds": 64310.6631505033, "iteration": 187099, "loss_fcos_cls": 0.25719009013846517, "loss_fcos_ctr": 0.6248483033850789, "loss_fcos_loc": 0.20579594222363085, "loss_mask": 0.2710902998223901, "loss_maskiou": 0.006270981968555134, "loss_sem_seg": 0.29083806136623025, "lr": 0.01, "mask_rcnn/accuracy": 0.865126785193821, "mask_rcnn/false_negative": 0.10119248670545156, "mask_rcnn/false_positive": 0.16063099899700797, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.75, "time": 0.7740759989246726, "total_loss": 1.6934262543654768} {"data_time": 0.01574367005378008, "eta_seconds": 64295.148099261336, "iteration": 187119, "loss_fcos_cls": 0.2630022852681577, "loss_fcos_ctr": 0.6230430025607347, "loss_fcos_loc": 0.1997581822797656, "loss_mask": 0.2776716183871031, "loss_maskiou": 0.005630521016428247, "loss_sem_seg": 0.29345458559691906, "lr": 0.01, "mask_rcnn/accuracy": 0.885094683165474, "mask_rcnn/false_negative": 0.08840904497112828, "mask_rcnn/false_positive": 0.12868946102568035, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.25, "time": 0.7732522804290056, "total_loss": 1.6605325939453905} {"data_time": 0.016805031336843967, "eta_seconds": 64236.02286554407, "iteration": 187139, "loss_fcos_cls": 0.2540571531280875, "loss_fcos_ctr": 0.6175232422538102, "loss_fcos_loc": 0.1955931686097756, "loss_mask": 0.2634032415226102, "loss_maskiou": 0.005074205364508089, "loss_sem_seg": 0.2626026730868034, "lr": 0.01, "mask_rcnn/accuracy": 0.8797090264677299, "mask_rcnn/false_negative": 0.0879546160771495, "mask_rcnn/false_positive": 0.1265202335495488, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.5, "time": 0.7713353782892227, "total_loss": 1.5787462975276867} {"data_time": 0.017531209625303745, "eta_seconds": 64270.25325374026, "iteration": 187159, "loss_fcos_cls": 0.25511897332035005, "loss_fcos_ctr": 0.6211125142872334, "loss_fcos_loc": 0.19847923109773546, "loss_mask": 0.2517173127271235, "loss_maskiou": 0.005071967767435126, "loss_sem_seg": 0.28284847643226385, "lr": 0.01, "mask_rcnn/accuracy": 0.8763797615064761, "mask_rcnn/false_negative": 0.10420955109155502, "mask_rcnn/false_positive": 0.1642129873471294, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7935829069465399, "total_loss": 1.6236657380268298} {"data_time": 0.0163618428632617, "eta_seconds": 64234.674873369746, "iteration": 187179, "loss_fcos_cls": 0.2594498288817704, "loss_fcos_ctr": 0.6220728205516934, "loss_fcos_loc": 0.205545011209324, "loss_mask": 0.2735937973484397, "loss_maskiou": 0.005466156857437454, "loss_sem_seg": 0.24623431358486414, "lr": 0.01, "mask_rcnn/accuracy": 0.8624807625887587, "mask_rcnn/false_negative": 0.130246785983558, "mask_rcnn/false_positive": 0.13656527629099785, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7691183565184474, "total_loss": 1.6107866061793175} {"data_time": 0.014865899458527565, "eta_seconds": 64239.22018883098, "iteration": 187199, "loss_fcos_cls": 0.25406895647756755, "loss_fcos_ctr": 0.6201716661453247, "loss_fcos_loc": 0.19562735757790506, "loss_mask": 0.26944386400282383, "loss_maskiou": 0.005331129046680871, "loss_sem_seg": 0.2762711881659925, "lr": 0.01, "mask_rcnn/accuracy": 0.894687290980402, "mask_rcnn/false_negative": 0.10546470906258885, "mask_rcnn/false_positive": 0.1271354572944406, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7831159187480807, "total_loss": 1.5918227411893895} {"data_time": 0.016083878464996815, "eta_seconds": 64232.91992127523, "iteration": 187219, "loss_fcos_cls": 0.2489648586488329, "loss_fcos_ctr": 0.621666974388063, "loss_fcos_loc": 0.20172215340426192, "loss_mask": 0.26680063270032406, "loss_maskiou": 0.005954027219559066, "loss_sem_seg": 0.283918333472684, "lr": 0.01, "mask_rcnn/accuracy": 0.8928716483726518, "mask_rcnn/false_negative": 0.07940563875079619, "mask_rcnn/false_positive": 0.12912036286923978, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 34.75, "time": 0.7857808442786336, "total_loss": 1.638602864695713} {"data_time": 0.015257060527801514, "eta_seconds": 64228.758254519664, "iteration": 187239, "loss_fcos_cls": 0.24278130469610915, "loss_fcos_ctr": 0.6179665941745043, "loss_fcos_loc": 0.1902592046535574, "loss_mask": 0.25894324760884047, "loss_maskiou": 0.00526779059873661, "loss_sem_seg": 0.2826131843030453, "lr": 0.01, "mask_rcnn/accuracy": 0.8845858563205502, "mask_rcnn/false_negative": 0.08039954121972243, "mask_rcnn/false_positive": 0.1406433117115302, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.75, "time": 0.7769932448863983, "total_loss": 1.6258529408078175} {"data_time": 0.01531676109880209, "eta_seconds": 64251.664468240924, "iteration": 187259, "loss_fcos_cls": 0.25169491418637335, "loss_fcos_ctr": 0.6229413691908121, "loss_fcos_loc": 0.19420680310577154, "loss_mask": 0.27065747044980526, "loss_maskiou": 0.006245453409064794, "loss_sem_seg": 0.2750305088702589, "lr": 0.01, "mask_rcnn/accuracy": 0.8759300595238095, "mask_rcnn/false_negative": 0.09748953303463996, "mask_rcnn/false_positive": 0.1467209028615131, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 33.5, "time": 0.781502622179687, "total_loss": 1.62598782133864} {"data_time": 0.015445742756128311, "eta_seconds": 64227.97753505036, "iteration": 187279, "loss_fcos_cls": 0.2518360586836934, "loss_fcos_ctr": 0.6189749054610729, "loss_fcos_loc": 0.19378254748880863, "loss_mask": 0.26502810046076775, "loss_maskiou": 0.005546677341044415, "loss_sem_seg": 0.2520632517989725, "lr": 0.01, "mask_rcnn/accuracy": 0.8979465003637477, "mask_rcnn/false_negative": 0.0852690507710873, "mask_rcnn/false_positive": 0.11009279964335546, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.5, "time": 0.7665641009807587, "total_loss": 1.6232039710594108} {"data_time": 0.016231748275458813, "eta_seconds": 64170.84488480911, "iteration": 187299, "loss_fcos_cls": 0.2580884019844234, "loss_fcos_ctr": 0.6188027076423168, "loss_fcos_loc": 0.1846093514468521, "loss_mask": 0.261395369656384, "loss_maskiou": 0.005340205249012797, "loss_sem_seg": 0.28441619547083974, "lr": 0.01, "mask_rcnn/accuracy": 0.8907227500644346, "mask_rcnn/false_negative": 0.08560230472525646, "mask_rcnn/false_positive": 0.14448496355568635, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.75, "time": 0.768332114443183, "total_loss": 1.616368889071964} {"data_time": 0.016809925436973572, "eta_seconds": 64166.67223984655, "iteration": 187319, "loss_fcos_cls": 0.2557176367845386, "loss_fcos_ctr": 0.6141702411696315, "loss_fcos_loc": 0.180711533408612, "loss_mask": 0.2564083547331393, "loss_maskiou": 0.005417974010924809, "loss_sem_seg": 0.28941858606413007, "lr": 0.01, "mask_rcnn/accuracy": 0.8748443573858115, "mask_rcnn/false_negative": 0.09967200624276287, "mask_rcnn/false_positive": 0.13802109091835743, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.5, "time": 0.7713276790454984, "total_loss": 1.5963813559501432} {"data_time": 0.014916830696165562, "eta_seconds": 64124.516331600025, "iteration": 187339, "loss_fcos_cls": 0.24257256602868438, "loss_fcos_ctr": 0.6173790795728564, "loss_fcos_loc": 0.19810448307543993, "loss_mask": 0.266897713765502, "loss_maskiou": 0.0056268679472850636, "loss_sem_seg": 0.27206926979124546, "lr": 0.01, "mask_rcnn/accuracy": 0.8662810362240134, "mask_rcnn/false_negative": 0.10305648122101668, "mask_rcnn/false_positive": 0.14735113182211004, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.0, "time": 0.7577409027144313, "total_loss": 1.6128520520869642} {"data_time": 0.015259937383234501, "eta_seconds": 64124.288607459515, "iteration": 187359, "loss_fcos_cls": 0.25089429086074233, "loss_fcos_ctr": 0.619713494554162, "loss_fcos_loc": 0.1879098010249436, "loss_mask": 0.25461699394509196, "loss_maskiou": 0.0050954661492141895, "loss_sem_seg": 0.3225149749778211, "lr": 0.01, "mask_rcnn/accuracy": 0.867702862394958, "mask_rcnn/false_negative": 0.08854085571609467, "mask_rcnn/false_positive": 0.16076190942103338, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.0, "time": 0.7763685630634427, "total_loss": 1.6306859289397835} {"data_time": 0.016024986281991005, "eta_seconds": 64128.807334325276, "iteration": 187379, "loss_fcos_cls": 0.2632020548917353, "loss_fcos_ctr": 0.6214952040463686, "loss_fcos_loc": 0.2072551108431071, "loss_mask": 0.27643601316958666, "loss_maskiou": 0.005546434585994575, "loss_sem_seg": 0.30195109150372446, "lr": 0.01, "mask_rcnn/accuracy": 0.8833522585863613, "mask_rcnn/false_negative": 0.09207269353879108, "mask_rcnn/false_positive": 0.1541868212971732, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 35.5, "time": 0.7711995346471667, "total_loss": 1.6758125251799356} {"data_time": 0.01662537455558777, "eta_seconds": 64126.34874459077, "iteration": 187399, "loss_fcos_cls": 0.2598713190527633, "loss_fcos_ctr": 0.6204330436885357, "loss_fcos_loc": 0.20198253984563053, "loss_mask": 0.2778680487535894, "loss_maskiou": 0.005861593592271674, "loss_sem_seg": 0.29930927138775587, "lr": 0.01, "mask_rcnn/accuracy": 0.8768425897944561, "mask_rcnn/false_negative": 0.10427049153316684, "mask_rcnn/false_positive": 0.14702405902354698, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7824424095451832, "total_loss": 1.6813709808411659} {"data_time": 0.015402332879602909, "eta_seconds": 64097.76011517551, "iteration": 187419, "loss_fcos_cls": 0.2542265465017408, "loss_fcos_ctr": 0.6172112431377172, "loss_fcos_loc": 0.18952864385209978, "loss_mask": 0.277335993014276, "loss_maskiou": 0.005783386093753506, "loss_sem_seg": 0.26283346116542816, "lr": 0.01, "mask_rcnn/accuracy": 0.883711301132295, "mask_rcnn/false_negative": 0.09720633447728252, "mask_rcnn/false_positive": 0.1252472949774247, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7683134293183684, "total_loss": 1.6276771006523632} {"data_time": 0.017271844670176506, "eta_seconds": 64073.54321783688, "iteration": 187439, "loss_fcos_cls": 0.2688916972838342, "loss_fcos_ctr": 0.6198659762740135, "loss_fcos_loc": 0.19952248013578355, "loss_mask": 0.2705909302458167, "loss_maskiou": 0.005530551512492821, "loss_sem_seg": 0.2765689739026129, "lr": 0.01, "mask_rcnn/accuracy": 0.8915281878200718, "mask_rcnn/false_negative": 0.1116058075594463, "mask_rcnn/false_positive": 0.12978827290204498, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 28.0, "time": 0.7818244136869907, "total_loss": 1.6413868234667461} {"data_time": 0.01495890598744154, "eta_seconds": 64029.14217602555, "iteration": 187459, "loss_fcos_cls": 0.253922552568838, "loss_fcos_ctr": 0.6217748476192355, "loss_fcos_loc": 0.19937297399155796, "loss_mask": 0.2770279496908188, "loss_maskiou": 0.005560860125115141, "loss_sem_seg": 0.3193462654016912, "lr": 0.01, "mask_rcnn/accuracy": 0.8887255389168655, "mask_rcnn/false_negative": 0.09237785056786116, "mask_rcnn/false_positive": 0.1364167894931653, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.0, "time": 0.7639765059575438, "total_loss": 1.6726398629689356} {"data_time": 0.016398783773183823, "eta_seconds": 64051.189286450855, "iteration": 187479, "loss_fcos_cls": 0.2651003933278844, "loss_fcos_ctr": 0.6207724492996931, "loss_fcos_loc": 0.2135235753376037, "loss_mask": 0.28433214547112584, "loss_maskiou": 0.0059425707841000985, "loss_sem_seg": 0.27503315452486277, "lr": 0.01, "mask_rcnn/accuracy": 0.8784398565144533, "mask_rcnn/false_negative": 0.08683901267934543, "mask_rcnn/false_positive": 0.1613657472709673, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.0, "time": 0.7799522234126925, "total_loss": 1.6671330402750755} {"data_time": 0.01464372780174017, "eta_seconds": 63998.11316393409, "iteration": 187499, "loss_fcos_cls": 0.24382473266450688, "loss_fcos_ctr": 0.6171559556387365, "loss_fcos_loc": 0.18503373337443918, "loss_mask": 0.2755933962762356, "loss_maskiou": 0.005025878184824251, "loss_sem_seg": 0.31104641128331423, "lr": 0.01, "mask_rcnn/accuracy": 0.8935850290408561, "mask_rcnn/false_negative": 0.0542668803984455, "mask_rcnn/false_positive": 0.16013386076186154, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.0, "time": 0.7684213444590569, "total_loss": 1.6472562868657405} {"data_time": 0.015496131032705307, "eta_seconds": 64045.93801883608, "iteration": 187519, "loss_fcos_cls": 0.2638409873470664, "loss_fcos_ctr": 0.6212507486343384, "loss_fcos_loc": 0.20198186463676393, "loss_mask": 0.28125606663525105, "loss_maskiou": 0.005494685632584151, "loss_sem_seg": 0.2710124719887972, "lr": 0.01, "mask_rcnn/accuracy": 0.8729701702109415, "mask_rcnn/false_negative": 0.11991568780997128, "mask_rcnn/false_positive": 0.13031336711436697, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.25, "time": 0.7907417993992567, "total_loss": 1.6625168706177647} {"data_time": 0.01548102404922247, "eta_seconds": 64045.74935774971, "iteration": 187539, "loss_fcos_cls": 0.2654154875781387, "loss_fcos_ctr": 0.6207192805595696, "loss_fcos_loc": 0.19097740764846094, "loss_mask": 0.27191853523254395, "loss_maskiou": 0.005572645546635613, "loss_sem_seg": 0.31140757724642754, "lr": 0.01, "mask_rcnn/accuracy": 0.8929618191194189, "mask_rcnn/false_negative": 0.09523914786785276, "mask_rcnn/false_positive": 0.13299570864827126, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7827797085046768, "total_loss": 1.6685194958554348} {"data_time": 0.015998058952391148, "eta_seconds": 64021.02146739792, "iteration": 187559, "loss_fcos_cls": 0.259200447704643, "loss_fcos_ctr": 0.6175064658746123, "loss_fcos_loc": 0.1892590153729543, "loss_mask": 0.2525594821199775, "loss_maskiou": 0.005030652300774818, "loss_sem_seg": 0.29157323366962373, "lr": 0.01, "mask_rcnn/accuracy": 0.8710025876379259, "mask_rcnn/false_negative": 0.0929257646030478, "mask_rcnn/false_positive": 0.1401262936387923, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.5, "time": 0.7744726771488786, "total_loss": 1.6354265779336856} {"data_time": 0.01618408691138029, "eta_seconds": 64005.49011249747, "iteration": 187579, "loss_fcos_cls": 0.2621669627260417, "loss_fcos_ctr": 0.6214461708441377, "loss_fcos_loc": 0.19916691514663398, "loss_mask": 0.26825462002307177, "loss_maskiou": 0.005122745715198107, "loss_sem_seg": 0.3129150029271841, "lr": 0.01, "mask_rcnn/accuracy": 0.8698295270489148, "mask_rcnn/false_negative": 0.09529705473418239, "mask_rcnn/false_positive": 0.1560608991771119, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7859426308423281, "total_loss": 1.6662731077813078} {"data_time": 0.01608115714043379, "eta_seconds": 64019.38621096965, "iteration": 187599, "loss_fcos_cls": 0.26883050450123847, "loss_fcos_ctr": 0.6214163159020245, "loss_fcos_loc": 0.1963607087964192, "loss_mask": 0.2600046545267105, "loss_maskiou": 0.0053194560969132, "loss_sem_seg": 0.2663879890460521, "lr": 0.01, "mask_rcnn/accuracy": 0.88063691994655, "mask_rcnn/false_negative": 0.08806888520638227, "mask_rcnn/false_positive": 0.1614128271816076, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7786997873336077, "total_loss": 1.6250905961205717} {"data_time": 0.018364790827035904, "eta_seconds": 64026.41026705876, "iteration": 187619, "loss_fcos_cls": 0.26363335049245507, "loss_fcos_ctr": 0.6219742344692349, "loss_fcos_loc": 0.19713115086778998, "loss_mask": 0.2730485303327441, "loss_maskiou": 0.005716807769204024, "loss_sem_seg": 0.24116264702752233, "lr": 0.01, "mask_rcnn/accuracy": 0.8674492595574943, "mask_rcnn/false_negative": 0.10569734743244522, "mask_rcnn/false_positive": 0.1532750792255938, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.75, "time": 0.7794230785220861, "total_loss": 1.639182547594828} {"data_time": 0.018007302656769753, "eta_seconds": 64010.866292048246, "iteration": 187639, "loss_fcos_cls": 0.26356511004269123, "loss_fcos_ctr": 0.621057040989399, "loss_fcos_loc": 0.19884416065178812, "loss_mask": 0.2684646397829056, "loss_maskiou": 0.00563605732168071, "loss_sem_seg": 0.29320606030523777, "lr": 0.01, "mask_rcnn/accuracy": 0.8812654607297464, "mask_rcnn/false_negative": 0.09294866969182, "mask_rcnn/false_positive": 0.145736089818992, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 38.0, "time": 0.7664185669273138, "total_loss": 1.64886870081682} {"data_time": 0.01632223092019558, "eta_seconds": 63966.740359263495, "iteration": 187659, "loss_fcos_cls": 0.2587296210695058, "loss_fcos_ctr": 0.6235034614801407, "loss_fcos_loc": 0.19577198009938002, "loss_mask": 0.26520850602537394, "loss_maskiou": 0.00559394272386271, "loss_sem_seg": 0.29254345363005996, "lr": 0.01, "mask_rcnn/accuracy": 0.9037617073116213, "mask_rcnn/false_negative": 0.10258022656717328, "mask_rcnn/false_positive": 0.09120819607410101, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.75, "time": 0.7801196863874793, "total_loss": 1.6190176586533198} {"data_time": 0.016975018195807934, "eta_seconds": 63993.996159072965, "iteration": 187679, "loss_fcos_cls": 0.24387081590248272, "loss_fcos_ctr": 0.6212422735989094, "loss_fcos_loc": 0.18977710010949522, "loss_mask": 0.2630488704890013, "loss_maskiou": 0.005340030213119462, "loss_sem_seg": 0.3014674102887511, "lr": 0.01, "mask_rcnn/accuracy": 0.8716468136110993, "mask_rcnn/false_negative": 0.12313583866140418, "mask_rcnn/false_positive": 0.14998027036739264, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.75, "time": 0.7756034675985575, "total_loss": 1.6147121423418866} {"data_time": 0.01605961937457323, "eta_seconds": 63950.409303358756, "iteration": 187699, "loss_fcos_cls": 0.26006256230175495, "loss_fcos_ctr": 0.6236945986747742, "loss_fcos_loc": 0.20709364977665246, "loss_mask": 0.28321756329387426, "loss_maskiou": 0.005588856511167251, "loss_sem_seg": 0.29375285003334284, "lr": 0.01, "mask_rcnn/accuracy": 0.8700816280032178, "mask_rcnn/false_negative": 0.11177206462419227, "mask_rcnn/false_positive": 0.1447063613332679, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7670401567593217, "total_loss": 1.6755305683473125} {"data_time": 0.019736412912607193, "eta_seconds": 63962.901300575584, "iteration": 187719, "loss_fcos_cls": 0.2572827578987926, "loss_fcos_ctr": 0.6203575865365565, "loss_fcos_loc": 0.19647878594696522, "loss_mask": 0.2676891549490392, "loss_maskiou": 0.005467300576128764, "loss_sem_seg": 0.27867617178708315, "lr": 0.01, "mask_rcnn/accuracy": 0.8838807397959183, "mask_rcnn/false_negative": 0.1032977276699813, "mask_rcnn/false_positive": 0.13384502214949967, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.25, "time": 0.7816043356433511, "total_loss": 1.608062580904516} {"data_time": 0.017493633553385735, "eta_seconds": 63947.35387132689, "iteration": 187739, "loss_fcos_cls": 0.2555239778012037, "loss_fcos_ctr": 0.6183792930096388, "loss_fcos_loc": 0.1874995258403942, "loss_mask": 0.2501292731612921, "loss_maskiou": 0.006027054416335886, "loss_sem_seg": 0.2810501614585519, "lr": 0.01, "mask_rcnn/accuracy": 0.8799016395095587, "mask_rcnn/false_negative": 0.10577057577156036, "mask_rcnn/false_positive": 0.13341415261768194, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.75, "time": 0.7824897598475218, "total_loss": 1.6132971842234838} {"data_time": 0.01587316021323204, "eta_seconds": 63917.60244198516, "iteration": 187759, "loss_fcos_cls": 0.2724374256795272, "loss_fcos_ctr": 0.6224179868586361, "loss_fcos_loc": 0.2033695257268846, "loss_mask": 0.26721723144873977, "loss_maskiou": 0.005647356287227012, "loss_sem_seg": 0.2771935425698757, "lr": 0.01, "mask_rcnn/accuracy": 0.8640523108829453, "mask_rcnn/false_negative": 0.12139887429513532, "mask_rcnn/false_positive": 0.15139618130476346, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7776292823255062, "total_loss": 1.6690754348528571} {"data_time": 0.016135703772306442, "eta_seconds": 63916.25901282951, "iteration": 187779, "loss_fcos_cls": 0.25943065038882196, "loss_fcos_ctr": 0.6200893931090832, "loss_fcos_loc": 0.1882962218951434, "loss_mask": 0.268766054417938, "loss_maskiou": 0.005590221480815671, "loss_sem_seg": 0.2489739153534174, "lr": 0.01, "mask_rcnn/accuracy": 0.88110781197725, "mask_rcnn/false_negative": 0.0887096393092325, "mask_rcnn/false_positive": 0.13839295818284847, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.5, "time": 0.7786752246320248, "total_loss": 1.6240603689038835} {"data_time": 0.015895775519311428, "eta_seconds": 63886.51449196413, "iteration": 187799, "loss_fcos_cls": 0.2615084396675229, "loss_fcos_ctr": 0.6188774323090911, "loss_fcos_loc": 0.19964262517169118, "loss_mask": 0.26597981806844473, "loss_maskiou": 0.005802984211186413, "loss_sem_seg": 0.2671978222206235, "lr": 0.01, "mask_rcnn/accuracy": 0.87906412565026, "mask_rcnn/false_negative": 0.07774860394398651, "mask_rcnn/false_positive": 0.12983282819802228, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 41.25, "time": 0.7669812384992838, "total_loss": 1.6294829428734374} {"data_time": 0.015938556753098965, "eta_seconds": 63870.97051695362, "iteration": 187819, "loss_fcos_cls": 0.26506175636313856, "loss_fcos_ctr": 0.6241078255698085, "loss_fcos_loc": 0.20534698676783592, "loss_mask": 0.28042677138000727, "loss_maskiou": 0.005863565667823423, "loss_sem_seg": 0.29035941511392593, "lr": 0.01, "mask_rcnn/accuracy": 0.862851966873706, "mask_rcnn/false_negative": 0.09614870048641865, "mask_rcnn/false_positive": 0.1827213209582973, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.75, "time": 0.7754473173990846, "total_loss": 1.6583046739688143} {"data_time": 0.014906628988683224, "eta_seconds": 63855.4265419431, "iteration": 187839, "loss_fcos_cls": 0.2694924878887832, "loss_fcos_ctr": 0.6207386245951056, "loss_fcos_loc": 0.19619339960627258, "loss_mask": 0.26026114635169506, "loss_maskiou": 0.005440274953798507, "loss_sem_seg": 0.2923448185902089, "lr": 0.01, "mask_rcnn/accuracy": 0.8849452602068114, "mask_rcnn/false_negative": 0.10305527977779033, "mask_rcnn/false_positive": 0.12297501087364066, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7791095525026321, "total_loss": 1.6387499339398346} {"data_time": 0.01544006634503603, "eta_seconds": 63811.37003255077, "iteration": 187859, "loss_fcos_cls": 0.261761256493628, "loss_fcos_ctr": 0.6198318749666214, "loss_fcos_loc": 0.19974217028357089, "loss_mask": 0.27734989020973444, "loss_maskiou": 0.005702334048692137, "loss_sem_seg": 0.27894113946240395, "lr": 0.01, "mask_rcnn/accuracy": 0.8807272086466166, "mask_rcnn/false_negative": 0.10252848244004087, "mask_rcnn/false_positive": 0.12812693471630568, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.0, "time": 0.7719493629410863, "total_loss": 1.6452920578813064} {"data_time": 0.01730472594499588, "eta_seconds": 63846.07835629396, "iteration": 187879, "loss_fcos_cls": 0.2564744464471005, "loss_fcos_ctr": 0.6206217240542173, "loss_fcos_loc": 0.19810437865089625, "loss_mask": 0.2780915005132556, "loss_maskiou": 0.005595137030468322, "loss_sem_seg": 0.2661386856343597, "lr": 0.01, "mask_rcnn/accuracy": 0.8870700493115906, "mask_rcnn/false_negative": 0.08654840523288625, "mask_rcnn/false_positive": 0.1512592090725435, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7842581374570727, "total_loss": 1.6285572504639276} {"data_time": 0.016604850068688393, "eta_seconds": 63830.52908671461, "iteration": 187899, "loss_fcos_cls": 0.25404759496450424, "loss_fcos_ctr": 0.6209087232127786, "loss_fcos_loc": 0.19219426764175296, "loss_mask": 0.2570753968320787, "loss_maskiou": 0.005162847322935704, "loss_sem_seg": 0.2654633247293532, "lr": 0.01, "mask_rcnn/accuracy": 0.8657009232264334, "mask_rcnn/false_negative": 0.09473101029244468, "mask_rcnn/false_positive": 0.1596675363591529, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.0, "time": 0.7778568249195814, "total_loss": 1.6048794945309055} {"data_time": 0.016277117654681206, "eta_seconds": 63826.67328583263, "iteration": 187919, "loss_fcos_cls": 0.2600937895476818, "loss_fcos_ctr": 0.621147932484746, "loss_fcos_loc": 0.19768170337192714, "loss_mask": 0.27242841105908155, "loss_maskiou": 0.005501248364453204, "loss_sem_seg": 0.2690153601579368, "lr": 0.01, "mask_rcnn/accuracy": 0.8847278911564627, "mask_rcnn/false_negative": 0.0845662473512665, "mask_rcnn/false_positive": 0.14735209519432318, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.25, "time": 0.7864035461097956, "total_loss": 1.624818294436409} {"data_time": 0.019874519668519497, "eta_seconds": 63804.741950400174, "iteration": 187939, "loss_fcos_cls": 0.2488846816122532, "loss_fcos_ctr": 0.619397253729403, "loss_fcos_loc": 0.1894036214798689, "loss_mask": 0.2729181721806526, "loss_maskiou": 0.005240525570116006, "loss_sem_seg": 0.23070050962269306, "lr": 0.01, "mask_rcnn/accuracy": 0.8896574159967017, "mask_rcnn/false_negative": 0.07617839870322948, "mask_rcnn/false_positive": 0.14813503133682115, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.75, "time": 0.7702993024140596, "total_loss": 1.565968925067864} {"data_time": 0.014684909954667091, "eta_seconds": 63795.56904817186, "iteration": 187959, "loss_fcos_cls": 0.24331871955655515, "loss_fcos_ctr": 0.6209889641031623, "loss_fcos_loc": 0.20329005527310073, "loss_mask": 0.2656032908707857, "loss_maskiou": 0.005515377240953967, "loss_sem_seg": 0.27088049286976457, "lr": 0.01, "mask_rcnn/accuracy": 0.8892363396971692, "mask_rcnn/false_negative": 0.0874088745538864, "mask_rcnn/false_positive": 0.1650518469144969, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.75, "time": 0.7820007856935263, "total_loss": 1.5855108859395841} {"data_time": 0.01682007685303688, "eta_seconds": 63768.905300403945, "iteration": 187979, "loss_fcos_cls": 0.25768706295639277, "loss_fcos_ctr": 0.622652224265039, "loss_fcos_loc": 0.20038759498856962, "loss_mask": 0.27599737979471684, "loss_maskiou": 0.005629637907986762, "loss_sem_seg": 0.2882952762302011, "lr": 0.01, "mask_rcnn/accuracy": 0.8988747526037442, "mask_rcnn/false_negative": 0.09753220883326155, "mask_rcnn/false_positive": 0.1167243573064703, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.0, "time": 0.7790951682254672, "total_loss": 1.67526015178737} {"data_time": 0.015890739858150482, "eta_seconds": 63758.09025815874, "iteration": 187999, "loss_fcos_cls": 0.26063655968755484, "loss_fcos_ctr": 0.622511844150722, "loss_fcos_loc": 0.20173274003900588, "loss_mask": 0.27362076193094254, "loss_maskiou": 0.005505395376530942, "loss_sem_seg": 0.298627988435328, "lr": 0.01, "mask_rcnn/accuracy": 0.8899304286932164, "mask_rcnn/false_negative": 0.07990594055714516, "mask_rcnn/false_positive": 0.14840676251020113, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.75, "time": 0.7758817924186587, "total_loss": 1.6488345923789893} {"data_time": 0.0165699552744627, "eta_seconds": 63751.53083545435, "iteration": 188019, "loss_fcos_cls": 0.2588605833007023, "loss_fcos_ctr": 0.6218234533444047, "loss_fcos_loc": 0.20312694821041077, "loss_mask": 0.2770676016807556, "loss_maskiou": 0.0058173430734314024, "loss_sem_seg": 0.2676273894030601, "lr": 0.01, "mask_rcnn/accuracy": 0.8778723347046329, "mask_rcnn/false_negative": 0.1012821707523277, "mask_rcnn/false_positive": 0.14479031670561465, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.0, "time": 0.778750455006957, "total_loss": 1.6166297961462988} {"data_time": 0.017039907164871693, "eta_seconds": 63733.36057285033, "iteration": 188039, "loss_fcos_cls": 0.2540590954013169, "loss_fcos_ctr": 0.6217926470562816, "loss_fcos_loc": 0.2007437985157594, "loss_mask": 0.2664056094363332, "loss_maskiou": 0.005271625661407597, "loss_sem_seg": 0.29484113911166787, "lr": 0.01, "mask_rcnn/accuracy": 0.8817232014986446, "mask_rcnn/false_negative": 0.10355972367142696, "mask_rcnn/false_positive": 0.12057801872553267, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 26.25, "time": 0.775993213057518, "total_loss": 1.6708815769743524} {"data_time": 0.019082820042967796, "eta_seconds": 63717.80845401995, "iteration": 188059, "loss_fcos_cls": 0.2551954484079033, "loss_fcos_ctr": 0.6195236202329397, "loss_fcos_loc": 0.19487459305673838, "loss_mask": 0.2626680671237409, "loss_maskiou": 0.005701813941414002, "loss_sem_seg": 0.30168916704133153, "lr": 0.01, "mask_rcnn/accuracy": 0.881533888422743, "mask_rcnn/false_negative": 0.09848880893977868, "mask_rcnn/false_positive": 0.12010119692739628, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.75, "time": 0.7822379982098937, "total_loss": 1.6318248171592131} {"data_time": 0.016065537929534912, "eta_seconds": 63702.67755920347, "iteration": 188079, "loss_fcos_cls": 0.25670879520475864, "loss_fcos_ctr": 0.6179861417040229, "loss_fcos_loc": 0.18890244350768626, "loss_mask": 0.26504970621317625, "loss_maskiou": 0.005674545573128853, "loss_sem_seg": 0.2890981952659786, "lr": 0.01, "mask_rcnn/accuracy": 0.8963152312555457, "mask_rcnn/false_negative": 0.08460543934448472, "mask_rcnn/false_positive": 0.12171225265086848, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.25, "time": 0.7887527532875538, "total_loss": 1.6198025243502343} {"data_time": 0.01708884071558714, "eta_seconds": 63675.60884417873, "iteration": 188099, "loss_fcos_cls": 0.2507636633235961, "loss_fcos_ctr": 0.6227708058431745, "loss_fcos_loc": 0.1988475751131773, "loss_mask": 0.27095656655728817, "loss_maskiou": 0.005514255419257097, "loss_sem_seg": 0.2678819429129362, "lr": 0.01, "mask_rcnn/accuracy": 0.8887054935239771, "mask_rcnn/false_negative": 0.09088775193124542, "mask_rcnn/false_positive": 0.14977804546037687, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.75, "time": 0.768897257745266, "total_loss": 1.6069250959117198} {"data_time": 0.015930715017020702, "eta_seconds": 63660.05943480786, "iteration": 188119, "loss_fcos_cls": 0.25489185261540115, "loss_fcos_ctr": 0.6220857240259647, "loss_fcos_loc": 0.1990260164020583, "loss_mask": 0.26922442484647036, "loss_maskiou": 0.005537105709663592, "loss_sem_seg": 0.26920214854180813, "lr": 0.01, "mask_rcnn/accuracy": 0.8831844480486422, "mask_rcnn/false_negative": 0.09695345806209581, "mask_rcnn/false_positive": 0.11963164388160327, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.776218437589705, "total_loss": 1.6384881657795631} {"data_time": 0.015766135416924953, "eta_seconds": 63703.75016597193, "iteration": 188139, "loss_fcos_cls": 0.2530858679674566, "loss_fcos_ctr": 0.6196156498044729, "loss_fcos_loc": 0.19611745863221586, "loss_mask": 0.2642924911342561, "loss_maskiou": 0.0051033203562838025, "loss_sem_seg": 0.2880737609229982, "lr": 0.01, "mask_rcnn/accuracy": 0.8888348784635806, "mask_rcnn/false_negative": 0.08156088745299778, "mask_rcnn/false_positive": 0.11728215798706497, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.5, "time": 0.7957144053652883, "total_loss": 1.632409309837385} {"data_time": 0.01687496993690729, "eta_seconds": 63703.159317779355, "iteration": 188159, "loss_fcos_cls": 0.25674134434666485, "loss_fcos_ctr": 0.6201530513353646, "loss_fcos_loc": 0.19576012901961803, "loss_mask": 0.27690445352345705, "loss_maskiou": 0.0054981740831863135, "loss_sem_seg": 0.2862911601550877, "lr": 0.01, "mask_rcnn/accuracy": 0.8904002947332779, "mask_rcnn/false_negative": 0.07730907696866127, "mask_rcnn/false_positive": 0.1280345197516134, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.7933928435668349, "total_loss": 1.614864303584909} {"data_time": 0.01642243843525648, "eta_seconds": 63693.31696546357, "iteration": 188179, "loss_fcos_cls": 0.24877602024935186, "loss_fcos_ctr": 0.6201966069638729, "loss_fcos_loc": 0.19804466422647238, "loss_mask": 0.28232480864971876, "loss_maskiou": 0.005731967276005889, "loss_sem_seg": 0.2604560798499733, "lr": 0.01, "mask_rcnn/accuracy": 0.8689509894867038, "mask_rcnn/false_negative": 0.1059474436623418, "mask_rcnn/false_positive": 0.16826254819576386, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7737611066550016, "total_loss": 1.6438549325830536} {"data_time": 0.015833972953259945, "eta_seconds": 63657.05851781275, "iteration": 188199, "loss_fcos_cls": 0.25799134001135826, "loss_fcos_ctr": 0.6206691316328943, "loss_fcos_loc": 0.20043978886678815, "loss_mask": 0.26545071648433805, "loss_maskiou": 0.005180302629014477, "loss_sem_seg": 0.2635439592413604, "lr": 0.01, "mask_rcnn/accuracy": 0.8747531804929765, "mask_rcnn/false_negative": 0.10139150255614543, "mask_rcnn/false_positive": 0.14158944528329648, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.7605673978105187, "total_loss": 1.6198994133155793} {"data_time": 0.014937789179384708, "eta_seconds": 63653.939760671, "iteration": 188219, "loss_fcos_cls": 0.26679022959433496, "loss_fcos_ctr": 0.6219006050378084, "loss_fcos_loc": 0.19347368960734457, "loss_mask": 0.2614634148776531, "loss_maskiou": 0.005512287716555875, "loss_sem_seg": 0.28669172804802656, "lr": 0.01, "mask_rcnn/accuracy": 0.8844752186588922, "mask_rcnn/false_negative": 0.1074385647169676, "mask_rcnn/false_positive": 0.10999167299278743, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7894664239138365, "total_loss": 1.6219187021415564} {"data_time": 0.015602764673531055, "eta_seconds": 63640.889150681905, "iteration": 188239, "loss_fcos_cls": 0.261582461418584, "loss_fcos_ctr": 0.6233100350946188, "loss_fcos_loc": 0.20901687198784202, "loss_mask": 0.2810744037851691, "loss_maskiou": 0.0055144290781754535, "loss_sem_seg": 0.2349073914811015, "lr": 0.01, "mask_rcnn/accuracy": 0.8870237838725233, "mask_rcnn/false_negative": 0.08978133854403081, "mask_rcnn/false_positive": 0.12456034395521808, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.5, "time": 0.784350142814219, "total_loss": 1.6068611527480243} {"data_time": 0.01453966274857521, "eta_seconds": 63610.366869653575, "iteration": 188259, "loss_fcos_cls": 0.25628467556089163, "loss_fcos_ctr": 0.6213745689019561, "loss_fcos_loc": 0.19606574345380068, "loss_mask": 0.26538348011672497, "loss_maskiou": 0.005133573620696552, "loss_sem_seg": 0.27059481758624315, "lr": 0.01, "mask_rcnn/accuracy": 0.8696060320679997, "mask_rcnn/false_negative": 0.0955425694789768, "mask_rcnn/false_positive": 0.1559102946639716, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.7743471655994654, "total_loss": 1.6258435396448476} {"data_time": 0.015685172751545906, "eta_seconds": 63612.32828872092, "iteration": 188279, "loss_fcos_cls": 0.26477364217862487, "loss_fcos_ctr": 0.6192600806243718, "loss_fcos_loc": 0.1965111903846264, "loss_mask": 0.27358537819236517, "loss_maskiou": 0.0055757072841515765, "loss_sem_seg": 0.2586253830231726, "lr": 0.01, "mask_rcnn/accuracy": 0.8740243004418262, "mask_rcnn/false_negative": 0.10650014985287337, "mask_rcnn/false_positive": 0.14438823314530186, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.0, "time": 0.7861474612727761, "total_loss": 1.612100558646489} {"data_time": 0.016117568127810955, "eta_seconds": 63612.187818078324, "iteration": 188299, "loss_fcos_cls": 0.26282323710620403, "loss_fcos_ctr": 0.6214949805289507, "loss_fcos_loc": 0.20697965589351952, "loss_mask": 0.27311858255416155, "loss_maskiou": 0.005676749686244875, "loss_sem_seg": 0.2948034359142184, "lr": 0.01, "mask_rcnn/accuracy": 0.8674373667377399, "mask_rcnn/false_negative": 0.0981208085767977, "mask_rcnn/false_positive": 0.173838264568267, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7849241681396961, "total_loss": 1.6647432030295022} {"data_time": 0.016653820872306824, "eta_seconds": 63607.095992621966, "iteration": 188319, "loss_fcos_cls": 0.24191156565211713, "loss_fcos_ctr": 0.621983447112143, "loss_fcos_loc": 0.19614205113612115, "loss_mask": 0.26503214053809643, "loss_maskiou": 0.005151446690433659, "loss_sem_seg": 0.26262804586440325, "lr": 0.01, "mask_rcnn/accuracy": 0.8591604180444086, "mask_rcnn/false_negative": 0.10400597096732123, "mask_rcnn/false_positive": 0.1659012424608976, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.75, "time": 0.772252282127738, "total_loss": 1.5960236970131518} {"data_time": 0.01612768229097128, "eta_seconds": 63620.46311740577, "iteration": 188339, "loss_fcos_cls": 0.2525618402287364, "loss_fcos_ctr": 0.6205320917069912, "loss_fcos_loc": 0.19874627178069204, "loss_mask": 0.280645614489913, "loss_maskiou": 0.005952724488452077, "loss_sem_seg": 0.27348964265547693, "lr": 0.01, "mask_rcnn/accuracy": 0.8742682661572506, "mask_rcnn/false_negative": 0.10758674829307222, "mask_rcnn/false_positive": 0.13785235425560194, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.7796462597325444, "total_loss": 1.651041126009659} {"data_time": 0.01659392099827528, "eta_seconds": 63599.60003356077, "iteration": 188359, "loss_fcos_cls": 0.25406548427417874, "loss_fcos_ctr": 0.6212801383808255, "loss_fcos_loc": 0.19573012832552195, "loss_mask": 0.2679462730884552, "loss_maskiou": 0.005582364756264724, "loss_sem_seg": 0.274577128700912, "lr": 0.01, "mask_rcnn/accuracy": 0.8914553751394738, "mask_rcnn/false_negative": 0.09481173405861525, "mask_rcnn/false_positive": 0.1262297084376141, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7720580631867051, "total_loss": 1.6730700668194913} {"data_time": 0.016149776987731457, "eta_seconds": 63574.23539214861, "iteration": 188379, "loss_fcos_cls": 0.24835497024469078, "loss_fcos_ctr": 0.6181105631403625, "loss_fcos_loc": 0.18161191046237946, "loss_mask": 0.26619155844673514, "loss_maskiou": 0.005270337689580629, "loss_sem_seg": 0.2638374576345086, "lr": 0.01, "mask_rcnn/accuracy": 0.8869219704071387, "mask_rcnn/false_negative": 0.10128463627210255, "mask_rcnn/false_positive": 0.14456868195792313, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.5, "time": 0.7656932519748807, "total_loss": 1.587215825154999} {"data_time": 0.01562603283673525, "eta_seconds": 63534.328076070175, "iteration": 188399, "loss_fcos_cls": 0.260008089710027, "loss_fcos_ctr": 0.6200221348553896, "loss_fcos_loc": 0.19584713224321604, "loss_mask": 0.26700319768860936, "loss_maskiou": 0.004588043651892804, "loss_sem_seg": 0.28220721101388335, "lr": 0.01, "mask_rcnn/accuracy": 0.868884644225118, "mask_rcnn/false_negative": 0.09608799084947153, "mask_rcnn/false_positive": 0.1493451931539786, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 28.0, "time": 0.7780314590781927, "total_loss": 1.6401867387394304} {"data_time": 0.018957318738102913, "eta_seconds": 63518.756127668545, "iteration": 188419, "loss_fcos_cls": 0.25411791214719415, "loss_fcos_ctr": 0.619481666944921, "loss_fcos_loc": 0.1874545596074313, "loss_mask": 0.2710633026435971, "loss_maskiou": 0.005393480314523913, "loss_sem_seg": 0.30552364233881235, "lr": 0.01, "mask_rcnn/accuracy": 0.8695462499671683, "mask_rcnn/false_negative": 0.08664080441925381, "mask_rcnn/false_positive": 0.16621450703073296, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.0, "time": 0.7697436977177858, "total_loss": 1.6493177303818811} {"data_time": 0.016986488364636898, "eta_seconds": 63513.64890555013, "iteration": 188439, "loss_fcos_cls": 0.25056135444901884, "loss_fcos_ctr": 0.6176337609067559, "loss_fcos_loc": 0.18608826352283359, "loss_mask": 0.2589290253818035, "loss_maskiou": 0.0055380376215907745, "loss_sem_seg": 0.2727224281989038, "lr": 0.01, "mask_rcnn/accuracy": 0.8858028922365233, "mask_rcnn/false_negative": 0.08256689989354135, "mask_rcnn/false_positive": 0.1522993363757456, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.75, "time": 0.779280997812748, "total_loss": 1.6160710888070753} {"data_time": 0.014792688190937042, "eta_seconds": 63498.07439103816, "iteration": 188459, "loss_fcos_cls": 0.25252057146281004, "loss_fcos_ctr": 0.6224942607805133, "loss_fcos_loc": 0.19412571820430458, "loss_mask": 0.2660096203908324, "loss_maskiou": 0.005902503706238349, "loss_sem_seg": 0.26192944776266813, "lr": 0.01, "mask_rcnn/accuracy": 0.8782969534820579, "mask_rcnn/false_negative": 0.09236547241604351, "mask_rcnn/false_positive": 0.14496303810031277, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 30.25, "time": 0.7657894669100642, "total_loss": 1.61596575765725} {"data_time": 0.015758078545331955, "eta_seconds": 63496.34583505895, "iteration": 188479, "loss_fcos_cls": 0.2553054988384247, "loss_fcos_ctr": 0.6200742309447378, "loss_fcos_loc": 0.1990529797039926, "loss_mask": 0.28186503797769547, "loss_maskiou": 0.005730057870096061, "loss_sem_seg": 0.2830072483047843, "lr": 0.01, "mask_rcnn/accuracy": 0.8735757317454826, "mask_rcnn/false_negative": 0.09556980852577447, "mask_rcnn/false_positive": 0.1386133655472121, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7800965858623385, "total_loss": 1.6611326067504706} {"data_time": 0.01658356562256813, "eta_seconds": 63496.2351285154, "iteration": 188499, "loss_fcos_cls": 0.25357301149051636, "loss_fcos_ctr": 0.6195801766589284, "loss_fcos_loc": 0.1934259762056172, "loss_mask": 0.2617744980379939, "loss_maskiou": 0.00508558932779124, "loss_sem_seg": 0.2578473980538547, "lr": 0.01, "mask_rcnn/accuracy": 0.8852486756196731, "mask_rcnn/false_negative": 0.10119914469181887, "mask_rcnn/false_positive": 0.12384731352467881, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.0, "time": 0.7879277132451534, "total_loss": 1.6182603378183558} {"data_time": 0.015609025955200195, "eta_seconds": 63485.14248017315, "iteration": 188519, "loss_fcos_cls": 0.2632603913079947, "loss_fcos_ctr": 0.6172662824392319, "loss_fcos_loc": 0.19586667756084353, "loss_mask": 0.2691594008356333, "loss_maskiou": 0.00554121575987665, "loss_sem_seg": 0.2942733783274889, "lr": 0.01, "mask_rcnn/accuracy": 0.8701357444527754, "mask_rcnn/false_negative": 0.10509280102280633, "mask_rcnn/false_positive": 0.1438713968999552, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7834540838375688, "total_loss": 1.6509723327180836} {"data_time": 0.01796438917517662, "eta_seconds": 63461.37899003085, "iteration": 188539, "loss_fcos_cls": 0.25074754108209163, "loss_fcos_ctr": 0.6199810840189457, "loss_fcos_loc": 0.1958457985892892, "loss_mask": 0.2709206617437303, "loss_maskiou": 0.005144455717527308, "loss_sem_seg": 0.26038362307008356, "lr": 0.01, "mask_rcnn/accuracy": 0.8662398921832883, "mask_rcnn/false_negative": 0.11113886647702464, "mask_rcnn/false_positive": 0.15508204887601396, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7763112680986524, "total_loss": 1.6133115528900817} {"data_time": 0.017024384811520576, "eta_seconds": 63445.79818965029, "iteration": 188559, "loss_fcos_cls": 0.25369200529530644, "loss_fcos_ctr": 0.6189090078696609, "loss_fcos_loc": 0.1913468373240903, "loss_mask": 0.2636991795152426, "loss_maskiou": 0.0052958997985115275, "loss_sem_seg": 0.26659327396191657, "lr": 0.01, "mask_rcnn/accuracy": 0.8940872801823432, "mask_rcnn/false_negative": 0.083604352535042, "mask_rcnn/false_positive": 0.15310711073983316, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.5, "time": 0.7602426679804921, "total_loss": 1.60654645262548} {"data_time": 0.015431889332830906, "eta_seconds": 63418.45627796929, "iteration": 188579, "loss_fcos_cls": 0.255000289529562, "loss_fcos_ctr": 0.6205394165590405, "loss_fcos_loc": 0.19808678480330855, "loss_mask": 0.2732959622517228, "loss_maskiou": 0.005194317058339948, "loss_sem_seg": 0.29672945803031325, "lr": 0.01, "mask_rcnn/accuracy": 0.8841996173469387, "mask_rcnn/false_negative": 0.09263954661907658, "mask_rcnn/false_positive": 0.11745779288662514, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.5, "time": 0.7673769723623991, "total_loss": 1.64870689529198} {"data_time": 0.018264652229845524, "eta_seconds": 63418.32659349311, "iteration": 188599, "loss_fcos_cls": 0.2610400700941682, "loss_fcos_ctr": 0.6178722707554698, "loss_fcos_loc": 0.19798479112796485, "loss_mask": 0.26096295658499, "loss_maskiou": 0.004954802512656897, "loss_sem_seg": 0.30111817514989525, "lr": 0.01, "mask_rcnn/accuracy": 0.8746809675788723, "mask_rcnn/false_negative": 0.11569450284882082, "mask_rcnn/false_positive": 0.13603646254846147, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7905554492026567, "total_loss": 1.6291340254319948} {"data_time": 0.01702964026480913, "eta_seconds": 63399.05578850862, "iteration": 188619, "loss_fcos_cls": 0.25255847116932273, "loss_fcos_ctr": 0.621919883415103, "loss_fcos_loc": 0.20367902977159247, "loss_mask": 0.272013439796865, "loss_maskiou": 0.005666358156304341, "loss_sem_seg": 0.2692278795875609, "lr": 0.01, "mask_rcnn/accuracy": 0.860861504653911, "mask_rcnn/false_negative": 0.10791810581054427, "mask_rcnn/false_positive": 0.15825464743418394, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 25.0, "time": 0.7716991743072867, "total_loss": 1.6490128653895226} {"data_time": 0.01583504118025303, "eta_seconds": 63394.23586266581, "iteration": 188639, "loss_fcos_cls": 0.25964112917426974, "loss_fcos_ctr": 0.619302598759532, "loss_fcos_loc": 0.19502160686533898, "loss_mask": 0.2820025458931923, "loss_maskiou": 0.0059305627655703574, "loss_sem_seg": 0.29595670057460666, "lr": 0.01, "mask_rcnn/accuracy": 0.8624952410035138, "mask_rcnn/false_negative": 0.1117975484688232, "mask_rcnn/false_positive": 0.13441964207749485, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.7906684670597315, "total_loss": 1.6325327638478484} {"data_time": 0.01555998157709837, "eta_seconds": 63386.623933644034, "iteration": 188659, "loss_fcos_cls": 0.2493119710125029, "loss_fcos_ctr": 0.6209500404074788, "loss_fcos_loc": 0.20325644966214895, "loss_mask": 0.27855830267071724, "loss_maskiou": 0.005716987667256035, "loss_sem_seg": 0.30442491034045815, "lr": 0.01, "mask_rcnn/accuracy": 0.8727261577708006, "mask_rcnn/false_negative": 0.11597309718338346, "mask_rcnn/false_positive": 0.1462950211237604, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7842414239421487, "total_loss": 1.6717950490128715} {"data_time": 0.01679142564535141, "eta_seconds": 63378.86880591698, "iteration": 188679, "loss_fcos_cls": 0.2547807157970965, "loss_fcos_ctr": 0.6198624325916171, "loss_fcos_loc": 0.19426638050936162, "loss_mask": 0.28120097517967224, "loss_maskiou": 0.006142736725450959, "loss_sem_seg": 0.2522245915606618, "lr": 0.01, "mask_rcnn/accuracy": 0.8778692192074786, "mask_rcnn/false_negative": 0.08797603793321915, "mask_rcnn/false_positive": 0.1536732218088428, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 29.25, "time": 0.7783720549196005, "total_loss": 1.6117454317718511} {"data_time": 0.016084064729511738, "eta_seconds": 63378.73290874902, "iteration": 188699, "loss_fcos_cls": 0.26225248351693153, "loss_fcos_ctr": 0.6221328899264336, "loss_fcos_loc": 0.206945919431746, "loss_mask": 0.27695560175925493, "loss_maskiou": 0.005547825669054873, "loss_sem_seg": 0.2960675642825663, "lr": 0.01, "mask_rcnn/accuracy": 0.864961131585431, "mask_rcnn/false_negative": 0.1046093706226629, "mask_rcnn/false_positive": 0.1558377353289747, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 35.0, "time": 0.7845921879634261, "total_loss": 1.6843513437124784} {"data_time": 0.014597585424780846, "eta_seconds": 63371.01763400342, "iteration": 188719, "loss_fcos_cls": 0.2550263782031834, "loss_fcos_ctr": 0.6204691892489791, "loss_fcos_loc": 0.19449460553005338, "loss_mask": 0.27553149964660406, "loss_maskiou": 0.005540389101952314, "loss_sem_seg": 0.28488044161349535, "lr": 0.01, "mask_rcnn/accuracy": 0.8783279960920538, "mask_rcnn/false_negative": 0.0965141456221218, "mask_rcnn/false_positive": 0.12762307795794808, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7950366903096437, "total_loss": 1.6447777069479343} {"data_time": 0.01629534363746643, "eta_seconds": 63355.42456363421, "iteration": 188739, "loss_fcos_cls": 0.25814407388679683, "loss_fcos_ctr": 0.6208800338208675, "loss_fcos_loc": 0.19445087714120746, "loss_mask": 0.26454215217381716, "loss_maskiou": 0.005333216315193567, "loss_sem_seg": 0.315221318975091, "lr": 0.01, "mask_rcnn/accuracy": 0.8733041623985501, "mask_rcnn/false_negative": 0.10081867791381921, "mask_rcnn/false_positive": 0.14186058380135916, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7787897726520896, "total_loss": 1.648313137324294} {"data_time": 0.01694833766669035, "eta_seconds": 63339.831493264996, "iteration": 188759, "loss_fcos_cls": 0.25235321559011936, "loss_fcos_ctr": 0.622044107876718, "loss_fcos_loc": 0.20278502721339464, "loss_mask": 0.27897668071091175, "loss_maskiou": 0.005557733435125556, "loss_sem_seg": 0.2878176188096404, "lr": 0.01, "mask_rcnn/accuracy": 0.8788518383543894, "mask_rcnn/false_negative": 0.10577942265291695, "mask_rcnn/false_positive": 0.14239522257051715, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.7742139948531985, "total_loss": 1.6468066076777177} {"data_time": 0.016489720903337002, "eta_seconds": 63324.23842289578, "iteration": 188779, "loss_fcos_cls": 0.25336958456318825, "loss_fcos_ctr": 0.6239573489874601, "loss_fcos_loc": 0.20543835929129273, "loss_mask": 0.27466452214866877, "loss_maskiou": 0.006057701612007804, "loss_sem_seg": 0.2862983983941376, "lr": 0.01, "mask_rcnn/accuracy": 0.8963192419825072, "mask_rcnn/false_negative": 0.08418069519234089, "mask_rcnn/false_positive": 0.10476491132354157, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.0, "time": 0.7839216021820903, "total_loss": 1.6337650445348118} {"data_time": 0.01738276705145836, "eta_seconds": 63308.64535252657, "iteration": 188799, "loss_fcos_cls": 0.25901135441381484, "loss_fcos_ctr": 0.6232815934345126, "loss_fcos_loc": 0.20377151449793018, "loss_mask": 0.26606245106086135, "loss_maskiou": 0.005413441016571596, "loss_sem_seg": 0.2595009161159396, "lr": 0.01, "mask_rcnn/accuracy": 0.8768256849019099, "mask_rcnn/false_negative": 0.10758209057407857, "mask_rcnn/false_positive": 0.12694412589929416, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.25, "time": 0.7586970264092088, "total_loss": 1.6098843500003568} {"data_time": 0.016105948947370052, "eta_seconds": 63309.46900098305, "iteration": 188819, "loss_fcos_cls": 0.26297274976968765, "loss_fcos_ctr": 0.6212084647268057, "loss_fcos_loc": 0.20379201974719763, "loss_mask": 0.28124099504202604, "loss_maskiou": 0.00558307244500611, "loss_sem_seg": 0.27018584683537483, "lr": 0.01, "mask_rcnn/accuracy": 0.8732935741864314, "mask_rcnn/false_negative": 0.11433517971090729, "mask_rcnn/false_positive": 0.15595298034901617, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7871372252702713, "total_loss": 1.637157866920461} {"data_time": 0.01919667422771454, "eta_seconds": 63269.59498169739, "iteration": 188839, "loss_fcos_cls": 0.26197024807333946, "loss_fcos_ctr": 0.6241194838657975, "loss_fcos_loc": 0.2008450001012534, "loss_mask": 0.2780118631199002, "loss_maskiou": 0.005648388381814584, "loss_sem_seg": 0.2765263074543327, "lr": 0.01, "mask_rcnn/accuracy": 0.8815204961294862, "mask_rcnn/false_negative": 0.08576201069652897, "mask_rcnn/false_positive": 0.1490582031190834, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.5, "time": 0.7649714015424252, "total_loss": 1.6374259852382238} {"data_time": 0.015352183021605015, "eta_seconds": 63291.75399040617, "iteration": 188859, "loss_fcos_cls": 0.24777083052322268, "loss_fcos_ctr": 0.621184078976512, "loss_fcos_loc": 0.2006266883108765, "loss_mask": 0.27258025761693716, "loss_maskiou": 0.00580967169298674, "loss_sem_seg": 0.2775062546133995, "lr": 0.01, "mask_rcnn/accuracy": 0.8657537771097792, "mask_rcnn/false_negative": 0.1104996778449684, "mask_rcnn/false_positive": 0.14603406109603956, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 38.25, "time": 0.7893120283260942, "total_loss": 1.6477313372597564} {"data_time": 0.016710152849555016, "eta_seconds": 63238.41271682549, "iteration": 188879, "loss_fcos_cls": 0.2674037697724998, "loss_fcos_ctr": 0.6202148906886578, "loss_fcos_loc": 0.19674186944030225, "loss_mask": 0.2669799281284213, "loss_maskiou": 0.0053802109832759015, "loss_sem_seg": 0.3243693995755166, "lr": 0.01, "mask_rcnn/accuracy": 0.8579526486520535, "mask_rcnn/false_negative": 0.12668933058084345, "mask_rcnn/false_positive": 0.17412733692131993, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7726448765024543, "total_loss": 1.680906159323058} {"data_time": 0.015950173139572144, "eta_seconds": 63247.08054161351, "iteration": 188899, "loss_fcos_cls": 0.2538646173197776, "loss_fcos_ctr": 0.6203896384686232, "loss_fcos_loc": 0.19734767044428736, "loss_mask": 0.2760134031996131, "loss_maskiou": 0.0053912080329610035, "loss_sem_seg": 0.266369336983189, "lr": 0.01, "mask_rcnn/accuracy": 0.8826404728771796, "mask_rcnn/false_negative": 0.0914567711091161, "mask_rcnn/false_positive": 0.15013730845479067, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.75, "time": 0.7931009894236922, "total_loss": 1.6503219980659196} {"data_time": 0.016421725042164326, "eta_seconds": 63231.48342677113, "iteration": 188919, "loss_fcos_cls": 0.2592792056966573, "loss_fcos_ctr": 0.6203048825263977, "loss_fcos_loc": 0.1943196076899767, "loss_mask": 0.2659775363281369, "loss_maskiou": 0.005613401597656775, "loss_sem_seg": 0.3025546623393893, "lr": 0.01, "mask_rcnn/accuracy": 0.879345351932803, "mask_rcnn/false_negative": 0.09921036167210111, "mask_rcnn/false_positive": 0.1568860487024713, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.5, "time": 0.7873643515631557, "total_loss": 1.6389046933691134} {"data_time": 0.017695272341370583, "eta_seconds": 63229.352241361514, "iteration": 188939, "loss_fcos_cls": 0.24839377269381657, "loss_fcos_ctr": 0.6235386496409774, "loss_fcos_loc": 0.21170684357639402, "loss_mask": 0.2675117598846555, "loss_maskiou": 0.005482059423229657, "loss_sem_seg": 0.285798829048872, "lr": 0.01, "mask_rcnn/accuracy": 0.883381210390139, "mask_rcnn/false_negative": 0.09828912726490305, "mask_rcnn/false_positive": 0.13427720495981185, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7729832166805863, "total_loss": 1.6663655233714962} {"data_time": 0.016886940225958824, "eta_seconds": 63161.540548887104, "iteration": 188959, "loss_fcos_cls": 0.26558345765806735, "loss_fcos_ctr": 0.6195690892636776, "loss_fcos_loc": 0.19244478945620358, "loss_mask": 0.26529687736183405, "loss_maskiou": 0.004982371392543428, "loss_sem_seg": 0.2523221718147397, "lr": 0.01, "mask_rcnn/accuracy": 0.8864469713014931, "mask_rcnn/false_negative": 0.11918736887002336, "mask_rcnn/false_positive": 0.10760405963460479, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7560591250658035, "total_loss": 1.614744856768084} {"data_time": 0.01566986832767725, "eta_seconds": 63152.65113590285, "iteration": 188979, "loss_fcos_cls": 0.25729712238535285, "loss_fcos_ctr": 0.6149243488907814, "loss_fcos_loc": 0.18479095166549087, "loss_mask": 0.26364833395928144, "loss_maskiou": 0.005023791527491994, "loss_sem_seg": 0.2598659321665764, "lr": 0.01, "mask_rcnn/accuracy": 0.8759500095630957, "mask_rcnn/false_negative": 0.1119318482096503, "mask_rcnn/false_positive": 0.1387829180430658, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 26.0, "time": 0.7835413282737136, "total_loss": 1.580403252319229} {"data_time": 0.014154663309454918, "eta_seconds": 63156.82685291581, "iteration": 188999, "loss_fcos_cls": 0.2577947558602318, "loss_fcos_ctr": 0.6216034339740872, "loss_fcos_loc": 0.18936284375377, "loss_mask": 0.25883410545066, "loss_maskiou": 0.005245478561846539, "loss_sem_seg": 0.27427015313878655, "lr": 0.01, "mask_rcnn/accuracy": 0.8812202714300261, "mask_rcnn/false_negative": 0.10620336430297073, "mask_rcnn/false_positive": 0.12402121015547168, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.25, "time": 0.7833661306649446, "total_loss": 1.6337378588141291} {"data_time": 0.015781428664922714, "eta_seconds": 63153.4978525592, "iteration": 189019, "loss_fcos_cls": 0.25445485347881913, "loss_fcos_ctr": 0.620640741661191, "loss_fcos_loc": 0.19962752365972847, "loss_mask": 0.2691073166206479, "loss_maskiou": 0.005819541722303256, "loss_sem_seg": 0.30437879217788577, "lr": 0.01, "mask_rcnn/accuracy": 0.8784819953251605, "mask_rcnn/false_negative": 0.07575889455828808, "mask_rcnn/false_positive": 0.13771020177824603, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7800046661868691, "total_loss": 1.6387217495175719} {"data_time": 0.014644344337284565, "eta_seconds": 63151.35005505569, "iteration": 189039, "loss_fcos_cls": 0.2495040879584849, "loss_fcos_ctr": 0.6181421903893352, "loss_fcos_loc": 0.19552629604004323, "loss_mask": 0.27687565609812737, "loss_maskiou": 0.005109434176119976, "loss_sem_seg": 0.2825869261287153, "lr": 0.01, "mask_rcnn/accuracy": 0.8860886871195848, "mask_rcnn/false_negative": 0.1035247714732684, "mask_rcnn/false_positive": 0.1325439232548021, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.25, "time": 0.7798148021101952, "total_loss": 1.6654274853208335} {"data_time": 0.01705306861549616, "eta_seconds": 63135.74961779453, "iteration": 189059, "loss_fcos_cls": 0.25440142396837473, "loss_fcos_ctr": 0.6178747089579701, "loss_fcos_loc": 0.1907603251747787, "loss_mask": 0.2651910362765193, "loss_maskiou": 0.005793447809992358, "loss_sem_seg": 0.2677681592758745, "lr": 0.01, "mask_rcnn/accuracy": 0.8841248674794593, "mask_rcnn/false_negative": 0.1071116231475258, "mask_rcnn/false_positive": 0.11627772922447088, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.789643737487495, "total_loss": 1.6042570244171657} {"data_time": 0.016775975935161114, "eta_seconds": 63120.149180533364, "iteration": 189079, "loss_fcos_cls": 0.25916426931507885, "loss_fcos_ctr": 0.6207165839150548, "loss_fcos_loc": 0.20301824738271534, "loss_mask": 0.26847903709858656, "loss_maskiou": 0.006270520490943454, "loss_sem_seg": 0.2463207538239658, "lr": 0.01, "mask_rcnn/accuracy": 0.8895202291442893, "mask_rcnn/false_negative": 0.09183635224678352, "mask_rcnn/false_positive": 0.13367954007084246, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.5, "time": 0.7879456914961338, "total_loss": 1.5807530881575076} {"data_time": 0.016191959381103516, "eta_seconds": 63107.033543639816, "iteration": 189099, "loss_fcos_cls": 0.26552453078329563, "loss_fcos_ctr": 0.6231488548219204, "loss_fcos_loc": 0.2039066900324542, "loss_mask": 0.27931573800742626, "loss_maskiou": 0.005343664044630714, "loss_sem_seg": 0.27443688339553773, "lr": 0.01, "mask_rcnn/accuracy": 0.8538827627825324, "mask_rcnn/false_negative": 0.10458432353792466, "mask_rcnn/false_positive": 0.1989013560751383, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.75, "time": 0.774887184612453, "total_loss": 1.6532202479156695} {"data_time": 0.014198632910847664, "eta_seconds": 63101.04932563938, "iteration": 189119, "loss_fcos_cls": 0.24958144733682275, "loss_fcos_ctr": 0.6189709436148405, "loss_fcos_loc": 0.19094404275529087, "loss_mask": 0.2698250925168395, "loss_maskiou": 0.005394437175709754, "loss_sem_seg": 0.2554148407652974, "lr": 0.01, "mask_rcnn/accuracy": 0.8855613977339662, "mask_rcnn/false_negative": 0.09221719457013575, "mask_rcnn/false_positive": 0.13924019691573095, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.8036320926621556, "total_loss": 1.6059134744427865} {"data_time": 0.01599995233118534, "eta_seconds": 63077.57142437808, "iteration": 189139, "loss_fcos_cls": 0.245379694737494, "loss_fcos_ctr": 0.6206298037432134, "loss_fcos_loc": 0.18822450807783753, "loss_mask": 0.26657734811306, "loss_maskiou": 0.0061076932834112085, "loss_sem_seg": 0.2822858979925513, "lr": 0.01, "mask_rcnn/accuracy": 0.8993364746269221, "mask_rcnn/false_negative": 0.0912925207568705, "mask_rcnn/false_positive": 0.11232330744885753, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7827033959329128, "total_loss": 1.623698912197142} {"data_time": 0.017649086192250252, "eta_seconds": 63032.07416719012, "iteration": 189159, "loss_fcos_cls": 0.26142369327135384, "loss_fcos_ctr": 0.6215310376137495, "loss_fcos_loc": 0.1941551344934851, "loss_mask": 0.28531515691429377, "loss_maskiou": 0.005811886796436738, "loss_sem_seg": 0.25101582356728613, "lr": 0.01, "mask_rcnn/accuracy": 0.8772776967930029, "mask_rcnn/false_negative": 0.09641524603281665, "mask_rcnn/false_positive": 0.15535607916980565, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.0, "time": 0.7794602634385228, "total_loss": 1.6106986997328931} {"data_time": 0.01553340069949627, "eta_seconds": 62984.789954298176, "iteration": 189179, "loss_fcos_cls": 0.2620765888132155, "loss_fcos_ctr": 0.6204029899090528, "loss_fcos_loc": 0.1953805284574628, "loss_mask": 0.28031472489237785, "loss_maskiou": 0.005985686628264375, "loss_sem_seg": 0.2731118348892778, "lr": 0.01, "mask_rcnn/accuracy": 0.8846044509421702, "mask_rcnn/false_negative": 0.10244793083066936, "mask_rcnn/false_positive": 0.129039065306001, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.0, "time": 0.7607919592410326, "total_loss": 1.6410142990134773} {"data_time": 0.015761922113597393, "eta_seconds": 62988.95459785033, "iteration": 189199, "loss_fcos_cls": 0.2630387940444052, "loss_fcos_ctr": 0.6214820807799697, "loss_fcos_loc": 0.2048252015374601, "loss_mask": 0.2801915965974331, "loss_maskiou": 0.006296072519035079, "loss_sem_seg": 0.3115005267318338, "lr": 0.01, "mask_rcnn/accuracy": 0.8708878219377242, "mask_rcnn/false_negative": 0.10183878075703348, "mask_rcnn/false_positive": 0.15453324502278357, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7721779718995094, "total_loss": 1.7027797081245808} {"data_time": 0.016600833274424076, "eta_seconds": 62953.61746697221, "iteration": 189219, "loss_fcos_cls": 0.2650591431884095, "loss_fcos_ctr": 0.6183516439050436, "loss_fcos_loc": 0.20445093582384288, "loss_mask": 0.2789744329638779, "loss_maskiou": 0.006034801495843567, "loss_sem_seg": 0.3373966575600207, "lr": 0.01, "mask_rcnn/accuracy": 0.873217377860235, "mask_rcnn/false_negative": 0.10912286342437996, "mask_rcnn/false_positive": 0.13751177613962356, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.7796474266797304, "total_loss": 1.7182351870869752} {"data_time": 0.01591203734278679, "eta_seconds": 62898.97283791751, "iteration": 189239, "loss_fcos_cls": 0.25154424575157464, "loss_fcos_ctr": 0.6219501318410039, "loss_fcos_loc": 0.20599193731322885, "loss_mask": 0.28393890243023634, "loss_maskiou": 0.005816838311147876, "loss_sem_seg": 0.26106474990956485, "lr": 0.01, "mask_rcnn/accuracy": 0.871370869776482, "mask_rcnn/false_negative": 0.11849483116311024, "mask_rcnn/false_positive": 0.14175562322586852, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.0, "time": 0.7718090880662203, "total_loss": 1.6349937245831825} {"data_time": 0.01689147762954235, "eta_seconds": 62898.21993854456, "iteration": 189259, "loss_fcos_cls": 0.24910865630954504, "loss_fcos_ctr": 0.6197036085650325, "loss_fcos_loc": 0.19457573862746358, "loss_mask": 0.2662629159167409, "loss_maskiou": 0.005211111543758307, "loss_sem_seg": 0.26792464638128877, "lr": 0.01, "mask_rcnn/accuracy": 0.8967132998492207, "mask_rcnn/false_negative": 0.09480640228623596, "mask_rcnn/false_positive": 0.12009021532074214, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.75, "time": 0.7737878644838929, "total_loss": 1.6277323623216944} {"data_time": 0.015294559299945831, "eta_seconds": 62867.81969576329, "iteration": 189279, "loss_fcos_cls": 0.2554931059712544, "loss_fcos_ctr": 0.6221626102924347, "loss_fcos_loc": 0.19821101753041148, "loss_mask": 0.2665561521425843, "loss_maskiou": 0.004925948524032719, "loss_sem_seg": 0.2900515585206449, "lr": 0.01, "mask_rcnn/accuracy": 0.8773215090135384, "mask_rcnn/false_negative": 0.10233170095035246, "mask_rcnn/false_positive": 0.14770299615660154, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7791553847491741, "total_loss": 1.6077464019617764} {"data_time": 0.017196268774569035, "eta_seconds": 62836.565779151395, "iteration": 189299, "loss_fcos_cls": 0.2650750409811735, "loss_fcos_ctr": 0.6225787242874503, "loss_fcos_loc": 0.2036082111299038, "loss_mask": 0.2844801442697644, "loss_maskiou": 0.005820753576699644, "loss_sem_seg": 0.2709591967286542, "lr": 0.01, "mask_rcnn/accuracy": 0.8688152939747328, "mask_rcnn/false_negative": 0.096461807044458, "mask_rcnn/false_positive": 0.16522794089153603, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 40.5, "time": 0.7789207166060805, "total_loss": 1.6605972262186697} {"data_time": 0.016174664720892906, "eta_seconds": 62820.9930933658, "iteration": 189319, "loss_fcos_cls": 0.2529221009463072, "loss_fcos_ctr": 0.6198478015139699, "loss_fcos_loc": 0.19012788706459105, "loss_mask": 0.2648095190525055, "loss_maskiou": 0.005899762752960669, "loss_sem_seg": 0.26428424194455147, "lr": 0.01, "mask_rcnn/accuracy": 0.8711634849634571, "mask_rcnn/false_negative": 0.09691108451663483, "mask_rcnn/false_positive": 0.15275238904621638, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7793773030862212, "total_loss": 1.5965500742386212} {"data_time": 0.016600169241428375, "eta_seconds": 62838.57268784009, "iteration": 189339, "loss_fcos_cls": 0.2586190397851169, "loss_fcos_ctr": 0.6212533451616764, "loss_fcos_loc": 0.19779017427936196, "loss_mask": 0.27039036247879267, "loss_maskiou": 0.005605360973277129, "loss_sem_seg": 0.2818294712342322, "lr": 0.01, "mask_rcnn/accuracy": 0.8861651052871291, "mask_rcnn/false_negative": 0.09866968166286724, "mask_rcnn/false_positive": 0.134154236024577, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.5, "time": 0.7855395181104541, "total_loss": 1.6256981028236623} {"data_time": 0.01679206918925047, "eta_seconds": 62831.86938155815, "iteration": 189359, "loss_fcos_cls": 0.2529938081279397, "loss_fcos_ctr": 0.620578651316464, "loss_fcos_loc": 0.20092359650880098, "loss_mask": 0.2765268343500793, "loss_maskiou": 0.005671393264492508, "loss_sem_seg": 0.27399165416136384, "lr": 0.01, "mask_rcnn/accuracy": 0.8811751529880245, "mask_rcnn/false_negative": 0.10037564100005558, "mask_rcnn/false_positive": 0.14515017428513216, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7716841278597713, "total_loss": 1.6524558365272242} {"data_time": 0.01746719516813755, "eta_seconds": 62852.72731842473, "iteration": 189379, "loss_fcos_cls": 0.2631969819776714, "loss_fcos_ctr": 0.6193408109247684, "loss_fcos_loc": 0.20012712781317532, "loss_mask": 0.2710814690217376, "loss_maskiou": 0.0060932349297218025, "loss_sem_seg": 0.2785520991310477, "lr": 0.01, "mask_rcnn/accuracy": 0.8779598281733375, "mask_rcnn/false_negative": 0.08599833837074386, "mask_rcnn/false_positive": 0.17926945887698242, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.7809314914047718, "total_loss": 1.6373298193066148} {"data_time": 0.01529479306191206, "eta_seconds": 62882.60131175257, "iteration": 189399, "loss_fcos_cls": 0.26898146769963205, "loss_fcos_ctr": 0.6228370750322938, "loss_fcos_loc": 0.20629384461790323, "loss_mask": 0.27233103942126036, "loss_maskiou": 0.005897697090404108, "loss_sem_seg": 0.2974079675041139, "lr": 0.01, "mask_rcnn/accuracy": 0.8776483304589442, "mask_rcnn/false_negative": 0.09091881027631749, "mask_rcnn/false_positive": 0.13932568418084482, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.75, "time": 0.7983756000176072, "total_loss": 1.6700817011587787} {"data_time": 0.017665553838014603, "eta_seconds": 62866.99788218923, "iteration": 189419, "loss_fcos_cls": 0.26529953558929265, "loss_fcos_ctr": 0.6211920212954283, "loss_fcos_loc": 0.19921378581784666, "loss_mask": 0.2818880742415786, "loss_maskiou": 0.005898863877519034, "loss_sem_seg": 0.2956169487442821, "lr": 0.01, "mask_rcnn/accuracy": 0.8616230867346939, "mask_rcnn/false_negative": 0.1086278608978671, "mask_rcnn/false_positive": 0.14956854915272344, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7741144467145205, "total_loss": 1.6812265844055219} {"data_time": 0.016038541682064533, "eta_seconds": 62846.56300666835, "iteration": 189439, "loss_fcos_cls": 0.2674215459264815, "loss_fcos_ctr": 0.6197267519310117, "loss_fcos_loc": 0.20023414149181917, "loss_mask": 0.2659362219274044, "loss_maskiou": 0.00540030344564002, "loss_sem_seg": 0.28547757072374225, "lr": 0.01, "mask_rcnn/accuracy": 0.8767521026854668, "mask_rcnn/false_negative": 0.10202501344985308, "mask_rcnn/false_positive": 0.12185413873851299, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.5, "time": 0.7735120877623558, "total_loss": 1.6460676306451205} {"data_time": 0.017212104983627796, "eta_seconds": 62846.79598907009, "iteration": 189459, "loss_fcos_cls": 0.2709222014527768, "loss_fcos_ctr": 0.6181098418310285, "loss_fcos_loc": 0.19572354690171778, "loss_mask": 0.2730554845184088, "loss_maskiou": 0.005587653053225949, "loss_sem_seg": 0.28672503447160125, "lr": 0.01, "mask_rcnn/accuracy": 0.8787997341793861, "mask_rcnn/false_negative": 0.09337535453500533, "mask_rcnn/false_positive": 0.1722109153987712, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.75, "time": 0.7777892434969544, "total_loss": 1.6295677022862947} {"data_time": 0.015237183310091496, "eta_seconds": 62831.18982674554, "iteration": 189479, "loss_fcos_cls": 0.2553614224307239, "loss_fcos_ctr": 0.6180439107120037, "loss_fcos_loc": 0.19617116334848106, "loss_mask": 0.2731749191880226, "loss_maskiou": 0.005499277554918081, "loss_sem_seg": 0.29325155122205615, "lr": 0.01, "mask_rcnn/accuracy": 0.8716892713198132, "mask_rcnn/false_negative": 0.09289043801245267, "mask_rcnn/false_positive": 0.14744284923717138, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.7822133004665375, "total_loss": 1.6192017414723523} {"data_time": 0.019099105149507523, "eta_seconds": 62794.40823524911, "iteration": 189499, "loss_fcos_cls": 0.2577636919450015, "loss_fcos_ctr": 0.6200252724811435, "loss_fcos_loc": 0.1891734623350203, "loss_mask": 0.27053676545619965, "loss_maskiou": 0.005427731113741174, "loss_sem_seg": 0.2696343408897519, "lr": 0.01, "mask_rcnn/accuracy": 0.8738783240568955, "mask_rcnn/false_negative": 0.09378108391645609, "mask_rcnn/false_positive": 0.1481218442980714, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 28.25, "time": 0.7734938049688935, "total_loss": 1.6124194727744907} {"data_time": 0.016296387650072575, "eta_seconds": 62778.8073338354, "iteration": 189519, "loss_fcos_cls": 0.2598879028810188, "loss_fcos_ctr": 0.6144703081808984, "loss_fcos_loc": 0.18608319177292287, "loss_mask": 0.26382562331855297, "loss_maskiou": 0.005904547520913184, "loss_sem_seg": 0.2779027596116066, "lr": 0.01, "mask_rcnn/accuracy": 0.9020101575112804, "mask_rcnn/false_negative": 0.0821849077679154, "mask_rcnn/false_positive": 0.12000353903766196, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7901886766776443, "total_loss": 1.6110724301252048} {"data_time": 0.01619091723114252, "eta_seconds": 62763.20643242169, "iteration": 189539, "loss_fcos_cls": 0.2522795139811933, "loss_fcos_ctr": 0.6211513746529818, "loss_fcos_loc": 0.19497513631358743, "loss_mask": 0.27278223540633917, "loss_maskiou": 0.005033275892856182, "loss_sem_seg": 0.29935691761784256, "lr": 0.01, "mask_rcnn/accuracy": 0.8792970877518982, "mask_rcnn/false_negative": 0.0994854321346723, "mask_rcnn/false_positive": 0.14193227937697922, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7782994443550706, "total_loss": 1.6677858485199977} {"data_time": 0.01584442611783743, "eta_seconds": 62717.23257611785, "iteration": 189559, "loss_fcos_cls": 0.24570134832174517, "loss_fcos_ctr": 0.6201740857213736, "loss_fcos_loc": 0.20655944687314332, "loss_mask": 0.2770444490015507, "loss_maskiou": 0.005720256587665062, "loss_sem_seg": 0.28446405194699764, "lr": 0.01, "mask_rcnn/accuracy": 0.872879230960677, "mask_rcnn/false_negative": 0.11796879061478549, "mask_rcnn/false_positive": 0.15242119524020567, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 38.25, "time": 0.7676437078043818, "total_loss": 1.6737931928946637} {"data_time": 0.01757462415844202, "eta_seconds": 62687.8088061288, "iteration": 189579, "loss_fcos_cls": 0.26690339227207005, "loss_fcos_ctr": 0.6179440533742309, "loss_fcos_loc": 0.20352325530257076, "loss_mask": 0.27983398735523224, "loss_maskiou": 0.005441616885946132, "loss_sem_seg": 0.32105010421946645, "lr": 0.01, "mask_rcnn/accuracy": 0.8685967150017901, "mask_rcnn/false_negative": 0.1086321764504485, "mask_rcnn/false_positive": 0.14018646648678973, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.7639817902818322, "total_loss": 1.7064113898959477} {"data_time": 0.016146620735526085, "eta_seconds": 62644.87208921835, "iteration": 189599, "loss_fcos_cls": 0.2646262161433697, "loss_fcos_ctr": 0.6189915714785457, "loss_fcos_loc": 0.20155776076717302, "loss_mask": 0.27122131641954184, "loss_maskiou": 0.0061605753799085505, "loss_sem_seg": 0.28232222283259034, "lr": 0.01, "mask_rcnn/accuracy": 0.8785838627903992, "mask_rcnn/false_negative": 0.10284341602942101, "mask_rcnn/false_positive": 0.1319716370194231, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.0, "time": 0.7855555480346084, "total_loss": 1.669663160762866} {"data_time": 0.0179062495008111, "eta_seconds": 62680.07002283353, "iteration": 189619, "loss_fcos_cls": 0.2532783302012831, "loss_fcos_ctr": 0.6220409888774157, "loss_fcos_loc": 0.20243878313340247, "loss_mask": 0.28645126335322857, "loss_maskiou": 0.006395516364136711, "loss_sem_seg": 0.3000820060260594, "lr": 0.01, "mask_rcnn/accuracy": 0.8744409289689903, "mask_rcnn/false_negative": 0.09538783497914782, "mask_rcnn/false_positive": 0.15152137605601174, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.0, "time": 0.804218128323555, "total_loss": 1.6411061537946807} {"data_time": 0.015587219968438148, "eta_seconds": 62657.91385368258, "iteration": 189639, "loss_fcos_cls": 0.27004655357450247, "loss_fcos_ctr": 0.621776869520545, "loss_fcos_loc": 0.20524907391518354, "loss_mask": 0.2792928824201226, "loss_maskiou": 0.005698645050870255, "loss_sem_seg": 0.28859338304027915, "lr": 0.01, "mask_rcnn/accuracy": 0.8597049496882085, "mask_rcnn/false_negative": 0.09759676571957213, "mask_rcnn/false_positive": 0.1590818789877106, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 28.75, "time": 0.7876247670501471, "total_loss": 1.6673711752227973} {"data_time": 0.015886466950178146, "eta_seconds": 62642.31974364072, "iteration": 189659, "loss_fcos_cls": 0.2582598818698898, "loss_fcos_ctr": 0.6206893273629248, "loss_fcos_loc": 0.1968089872971177, "loss_mask": 0.25637387204915285, "loss_maskiou": 0.0052704099762195256, "loss_sem_seg": 0.2812923393212259, "lr": 0.01, "mask_rcnn/accuracy": 0.8968133503401361, "mask_rcnn/false_negative": 0.08644185989351465, "mask_rcnn/false_positive": 0.12620469909094728, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7837355909869075, "total_loss": 1.6636725718708476} {"data_time": 0.016146091744303703, "eta_seconds": 62645.92517304234, "iteration": 189679, "loss_fcos_cls": 0.23876556614413857, "loss_fcos_ctr": 0.6203902289271355, "loss_fcos_loc": 0.18747224617982283, "loss_mask": 0.2703741146251559, "loss_maskiou": 0.005237095156189753, "loss_sem_seg": 0.2537291485350579, "lr": 0.01, "mask_rcnn/accuracy": 0.886299032600053, "mask_rcnn/false_negative": 0.10883937624449486, "mask_rcnn/false_positive": 0.11709568027250569, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7817367548123002, "total_loss": 1.6096115134787397} {"data_time": 0.01625794917345047, "eta_seconds": 62608.07912749518, "iteration": 189699, "loss_fcos_cls": 0.257499992614612, "loss_fcos_ctr": 0.622840934433043, "loss_fcos_loc": 0.20692871208302677, "loss_mask": 0.26378130447119474, "loss_maskiou": 0.005180469051992986, "loss_sem_seg": 0.25101370038464665, "lr": 0.01, "mask_rcnn/accuracy": 0.8765134419152276, "mask_rcnn/false_negative": 0.10727987355785092, "mask_rcnn/false_positive": 0.13642655598649406, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.75, "time": 0.7647347571328282, "total_loss": 1.6236520958773326} {"data_time": 0.015208627097308636, "eta_seconds": 62568.37639672216, "iteration": 189719, "loss_fcos_cls": 0.26118223555386066, "loss_fcos_ctr": 0.6203573644161224, "loss_fcos_loc": 0.20729241543449461, "loss_mask": 0.27411817153915763, "loss_maskiou": 0.005536315409699455, "loss_sem_seg": 0.27310701250098646, "lr": 0.01, "mask_rcnn/accuracy": 0.8840702947845804, "mask_rcnn/false_negative": 0.09794573661819142, "mask_rcnn/false_positive": 0.15302006564597276, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.25, "time": 0.7657251441851258, "total_loss": 1.662165922462009} {"data_time": 0.017282987013459206, "eta_seconds": 62493.96669186838, "iteration": 189739, "loss_fcos_cls": 0.2470664505381137, "loss_fcos_ctr": 0.6164715616032481, "loss_fcos_loc": 0.19103531166911125, "loss_mask": 0.2603147034533322, "loss_maskiou": 0.005132118807523511, "loss_sem_seg": 0.27885987563058734, "lr": 0.01, "mask_rcnn/accuracy": 0.8888991701591351, "mask_rcnn/false_negative": 0.08699902595478379, "mask_rcnn/false_positive": 0.14082645623780232, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 29.25, "time": 0.7655240884050727, "total_loss": 1.6285438584272924} {"data_time": 0.016217648051679134, "eta_seconds": 62519.02992722578, "iteration": 189759, "loss_fcos_cls": 0.25518890901003033, "loss_fcos_ctr": 0.6202644882723689, "loss_fcos_loc": 0.1973427920602262, "loss_mask": 0.25996447913348675, "loss_maskiou": 0.00551194537547417, "loss_sem_seg": 0.28963281866163015, "lr": 0.01, "mask_rcnn/accuracy": 0.8812437996031746, "mask_rcnn/false_negative": 0.08816286934959303, "mask_rcnn/false_positive": 0.1281632637117524, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.7935236096382141, "total_loss": 1.6519511577207595} {"data_time": 0.01867986097931862, "eta_seconds": 62493.138850774616, "iteration": 189779, "loss_fcos_cls": 0.2656144399661571, "loss_fcos_ctr": 0.6191106303595006, "loss_fcos_loc": 0.19300134666264057, "loss_mask": 0.26387719437479973, "loss_maskiou": 0.005304049846017733, "loss_sem_seg": 0.26613310375250876, "lr": 0.01, "mask_rcnn/accuracy": 0.893673469387755, "mask_rcnn/false_negative": 0.08298106729891225, "mask_rcnn/false_positive": 0.14456790482899826, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7410162799060345, "total_loss": 1.6053399035299663} {"data_time": 0.01508457399904728, "eta_seconds": 62496.68823117949, "iteration": 189799, "loss_fcos_cls": 0.24531255289912224, "loss_fcos_ctr": 0.6201814189553261, "loss_fcos_loc": 0.19541567680425942, "loss_mask": 0.27561591286212206, "loss_maskiou": 0.005733892248827033, "loss_sem_seg": 0.2613218342885375, "lr": 0.01, "mask_rcnn/accuracy": 0.8833844726701869, "mask_rcnn/false_negative": 0.09167402909158309, "mask_rcnn/false_positive": 0.11712129532543182, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.75, "time": 0.7786438195034862, "total_loss": 1.622194061477785} {"data_time": 0.017198660410940647, "eta_seconds": 62447.25227668136, "iteration": 189819, "loss_fcos_cls": 0.2522404200863093, "loss_fcos_ctr": 0.6203707298263907, "loss_fcos_loc": 0.19514131685718894, "loss_mask": 0.2647498268634081, "loss_maskiou": 0.005446694696729537, "loss_sem_seg": 0.28491579939145595, "lr": 0.01, "mask_rcnn/accuracy": 0.8956335527679867, "mask_rcnn/false_negative": 0.11061993306256357, "mask_rcnn/false_positive": 0.13141015392826555, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 38.0, "time": 0.7721150787547231, "total_loss": 1.6139805630082265} {"data_time": 0.016179710626602173, "eta_seconds": 62431.675705604255, "iteration": 189839, "loss_fcos_cls": 0.26581902150064707, "loss_fcos_ctr": 0.6193723771721125, "loss_fcos_loc": 0.1982126667862758, "loss_mask": 0.27298177778720856, "loss_maskiou": 0.006558606066391803, "loss_sem_seg": 0.26419835770502687, "lr": 0.01, "mask_rcnn/accuracy": 0.8833911205327201, "mask_rcnn/false_negative": 0.10152608103516866, "mask_rcnn/false_positive": 0.12757608679678817, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.0, "time": 0.7734127240255475, "total_loss": 1.6386133594187413} {"data_time": 0.015890364535152912, "eta_seconds": 62395.36859912891, "iteration": 189859, "loss_fcos_cls": 0.2535385536029935, "loss_fcos_ctr": 0.6200417336076498, "loss_fcos_loc": 0.20593431242741644, "loss_mask": 0.28386309929192066, "loss_maskiou": 0.005587370884313714, "loss_sem_seg": 0.25700011011213064, "lr": 0.01, "mask_rcnn/accuracy": 0.8815583578792342, "mask_rcnn/false_negative": 0.09760746704039877, "mask_rcnn/false_positive": 0.1594410406110301, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.7613706104457378, "total_loss": 1.6062598203352536} {"data_time": 0.016964242793619633, "eta_seconds": 62400.52256345004, "iteration": 189879, "loss_fcos_cls": 0.25648569711484015, "loss_fcos_ctr": 0.6202983977273107, "loss_fcos_loc": 0.19984919193666428, "loss_mask": 0.2662150850519538, "loss_maskiou": 0.005621306263492443, "loss_sem_seg": 0.28833872452378273, "lr": 0.01, "mask_rcnn/accuracy": 0.8748233281920714, "mask_rcnn/false_negative": 0.11563828981694022, "mask_rcnn/false_positive": 0.13037380502288975, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 37.5, "time": 0.7928121192380786, "total_loss": 1.6443265157286078} {"data_time": 0.017408763989806175, "eta_seconds": 62362.04301182274, "iteration": 189899, "loss_fcos_cls": 0.24975159764289856, "loss_fcos_ctr": 0.6203197697177529, "loss_fcos_loc": 0.19242316053714603, "loss_mask": 0.26354127563536167, "loss_maskiou": 0.005810076254419982, "loss_sem_seg": 0.27250634832307696, "lr": 0.01, "mask_rcnn/accuracy": 0.886862889095032, "mask_rcnn/false_negative": 0.09628118608092849, "mask_rcnn/false_positive": 0.13372670902578876, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.7791588269174099, "total_loss": 1.637363439942419} {"data_time": 0.018138211220502853, "eta_seconds": 62314.98410759773, "iteration": 189919, "loss_fcos_cls": 0.28136928589083254, "loss_fcos_ctr": 0.6206132546067238, "loss_fcos_loc": 0.2061964892782271, "loss_mask": 0.2805689349770546, "loss_maskiou": 0.006030725460732356, "loss_sem_seg": 0.29421849153004587, "lr": 0.01, "mask_rcnn/accuracy": 0.8702090592334495, "mask_rcnn/false_negative": 0.08941701774687277, "mask_rcnn/false_positive": 0.14977817766076562, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7640267768874764, "total_loss": 1.6862583892070688} {"data_time": 0.015110705979168415, "eta_seconds": 62317.367147921585, "iteration": 189939, "loss_fcos_cls": 0.2513683617580682, "loss_fcos_ctr": 0.6189304883591831, "loss_fcos_loc": 0.19115202978719026, "loss_mask": 0.26606873283162713, "loss_maskiou": 0.0058522589824860916, "loss_sem_seg": 0.2538116548676044, "lr": 0.01, "mask_rcnn/accuracy": 0.8848827193214949, "mask_rcnn/false_negative": 0.08554151496805645, "mask_rcnn/false_positive": 0.13949421196899575, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.75, "time": 0.7872252613306046, "total_loss": 1.5899513058102457} {"data_time": 0.016607297584414482, "eta_seconds": 62315.33045416791, "iteration": 189959, "loss_fcos_cls": 0.26101840514456853, "loss_fcos_ctr": 0.6191838262602687, "loss_fcos_loc": 0.20209080330096185, "loss_mask": 0.2783670425415039, "loss_maskiou": 0.005636353584122844, "loss_sem_seg": 0.2877467118669301, "lr": 0.01, "mask_rcnn/accuracy": 0.8802805851027737, "mask_rcnn/false_negative": 0.09464550487439245, "mask_rcnn/false_positive": 0.1652891620345323, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.75, "time": 0.7758492650464177, "total_loss": 1.6465075027299463} {"data_time": 0.016746805980801582, "eta_seconds": 62299.7596016163, "iteration": 189979, "loss_fcos_cls": 0.25995054095983505, "loss_fcos_ctr": 0.620130053255707, "loss_fcos_loc": 0.199841802357696, "loss_mask": 0.28031670674681664, "loss_maskiou": 0.005680125885191956, "loss_sem_seg": 0.2600567773915827, "lr": 0.01, "mask_rcnn/accuracy": 0.8680304131634504, "mask_rcnn/false_negative": 0.10542590203711853, "mask_rcnn/false_positive": 0.15681084572665308, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.75, "time": 0.7825581347569823, "total_loss": 1.5954206597671146} {"data_time": 0.014114455319941044, "eta_seconds": 62284.18874906469, "iteration": 189999, "loss_fcos_cls": 0.264596862019971, "loss_fcos_ctr": 0.6215553069487214, "loss_fcos_loc": 0.19858091929927468, "loss_mask": 0.27046605106443167, "loss_maskiou": 0.006396871656761505, "loss_sem_seg": 0.2894533243961632, "lr": 0.01, "mask_rcnn/accuracy": 0.8638704416192706, "mask_rcnn/false_negative": 0.09212351107866401, "mask_rcnn/false_positive": 0.16520091542236853, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.25, "time": 0.7815387221053243, "total_loss": 1.6450039216506411} {"data_time": 0.015401795506477356, "eta_seconds": 62270.79741863627, "iteration": 190019, "loss_fcos_cls": 0.2593347071669996, "loss_fcos_ctr": 0.6188201922923326, "loss_fcos_loc": 0.19589229114353657, "loss_mask": 0.26599224377423525, "loss_maskiou": 0.005706660827854648, "loss_sem_seg": 0.25805770931765437, "lr": 0.01, "mask_rcnn/accuracy": 0.8718754600896963, "mask_rcnn/false_negative": 0.0950376454779164, "mask_rcnn/false_positive": 0.15343141594164697, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 31.5, "time": 0.785143437795341, "total_loss": 1.6268396963414489} {"data_time": 0.018261977471411228, "eta_seconds": 62223.31018733326, "iteration": 190039, "loss_fcos_cls": 0.26037930737948045, "loss_fcos_ctr": 0.6223124945536256, "loss_fcos_loc": 0.1915696624200791, "loss_mask": 0.26429560873657465, "loss_maskiou": 0.005263188446406275, "loss_sem_seg": 0.28013121080584824, "lr": 0.01, "mask_rcnn/accuracy": 0.8716733479105928, "mask_rcnn/false_negative": 0.09097349937815767, "mask_rcnn/false_positive": 0.16894034964176896, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.25, "time": 0.7622626293450594, "total_loss": 1.6248352530092234} {"data_time": 0.015909943729639053, "eta_seconds": 62202.37410090957, "iteration": 190059, "loss_fcos_cls": 0.24797613476403058, "loss_fcos_ctr": 0.6172942128032446, "loss_fcos_loc": 0.1892778428737074, "loss_mask": 0.2659520050510764, "loss_maskiou": 0.004920286004562513, "loss_sem_seg": 0.3020249819383025, "lr": 0.01, "mask_rcnn/accuracy": 0.8808050208719852, "mask_rcnn/false_negative": 0.10104026657803522, "mask_rcnn/false_positive": 0.12647096890721643, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.7705399598926306, "total_loss": 1.622882239666069} {"data_time": 0.015560012310743332, "eta_seconds": 62178.47882101685, "iteration": 190079, "loss_fcos_cls": 0.23633162181067746, "loss_fcos_ctr": 0.6227412717416883, "loss_fcos_loc": 0.1984832271700725, "loss_mask": 0.27285681013017893, "loss_maskiou": 0.005182803513889667, "loss_sem_seg": 0.30581585550680757, "lr": 0.01, "mask_rcnn/accuracy": 0.8844887516410074, "mask_rcnn/false_negative": 0.1187349359330168, "mask_rcnn/false_positive": 0.10817254868650453, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 24.5, "time": 0.778057019226253, "total_loss": 1.6722376444231486} {"data_time": 0.01619873847812414, "eta_seconds": 62162.91883582622, "iteration": 190099, "loss_fcos_cls": 0.2480910811573267, "loss_fcos_ctr": 0.6193192796781659, "loss_fcos_loc": 0.19359327130950987, "loss_mask": 0.27611859049648046, "loss_maskiou": 0.005837927179527469, "loss_sem_seg": 0.32142810337245464, "lr": 0.01, "mask_rcnn/accuracy": 0.877608076334473, "mask_rcnn/false_negative": 0.09871943422767923, "mask_rcnn/false_positive": 0.16525030415074862, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 40.0, "time": 0.7843846008181572, "total_loss": 1.6436106331311748} {"data_time": 0.01583991665393114, "eta_seconds": 62064.90347370319, "iteration": 190119, "loss_fcos_cls": 0.2520962697453797, "loss_fcos_ctr": 0.6201627356931567, "loss_fcos_loc": 0.1953128563473001, "loss_mask": 0.2846719892695546, "loss_maskiou": 0.00565376399026718, "loss_sem_seg": 0.3060191385447979, "lr": 0.01, "mask_rcnn/accuracy": 0.8598301500087214, "mask_rcnn/false_negative": 0.11085514308724476, "mask_rcnn/false_positive": 0.16571628448566328, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.5, "time": 0.761416919529438, "total_loss": 1.637211312954605} {"data_time": 0.015787639655172825, "eta_seconds": 62009.4354115529, "iteration": 190139, "loss_fcos_cls": 0.25453041086439043, "loss_fcos_ctr": 0.6209219237789512, "loss_fcos_loc": 0.20099656516686082, "loss_mask": 0.28409040346741676, "loss_maskiou": 0.0062137541972333565, "loss_sem_seg": 0.34287395933642983, "lr": 0.01, "mask_rcnn/accuracy": 0.8814268062135568, "mask_rcnn/false_negative": 0.08120256653366004, "mask_rcnn/false_positive": 0.12435622338579376, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7673194129019976, "total_loss": 1.701145396757056} {"data_time": 0.017761419527232647, "eta_seconds": 61971.844579407014, "iteration": 190159, "loss_fcos_cls": 0.2646799827925861, "loss_fcos_ctr": 0.6195413805544376, "loss_fcos_loc": 0.19823648885358125, "loss_mask": 0.28303979989141226, "loss_maskiou": 0.005723923226469196, "loss_sem_seg": 0.2863613753579557, "lr": 0.01, "mask_rcnn/accuracy": 0.86470463615986, "mask_rcnn/false_negative": 0.12037245827857779, "mask_rcnn/false_positive": 0.13309534525002475, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 34.75, "time": 0.760920824483037, "total_loss": 1.6511937411269173} {"data_time": 0.018411576747894287, "eta_seconds": 61982.96910158079, "iteration": 190179, "loss_fcos_cls": 0.25650098198093474, "loss_fcos_ctr": 0.6196282291784883, "loss_fcos_loc": 0.19350096303969622, "loss_mask": 0.2855135528370738, "loss_maskiou": 0.0058806051456485875, "loss_sem_seg": 0.3199444846250117, "lr": 0.01, "mask_rcnn/accuracy": 0.88331909981418, "mask_rcnn/false_negative": 0.107819016754097, "mask_rcnn/false_positive": 0.15017115795796426, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.25, "time": 0.7660576924681664, "total_loss": 1.6717366525699617} {"data_time": 0.015433286316692829, "eta_seconds": 61967.438609830104, "iteration": 190199, "loss_fcos_cls": 0.2494552624411881, "loss_fcos_ctr": 0.6158815026283264, "loss_fcos_loc": 0.19005396158900112, "loss_mask": 0.2708980143070221, "loss_maskiou": 0.0056242361752083525, "loss_sem_seg": 0.3124684155918658, "lr": 0.01, "mask_rcnn/accuracy": 0.8913548387096775, "mask_rcnn/false_negative": 0.08802169174519808, "mask_rcnn/false_positive": 0.12455154850967737, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 17.25, "time": 0.7660456849262118, "total_loss": 1.6236870848661056} {"data_time": 0.016839411109685898, "eta_seconds": 61925.27313522715, "iteration": 190219, "loss_fcos_cls": 0.272450506221503, "loss_fcos_ctr": 0.6204616036266088, "loss_fcos_loc": 0.20716053940122947, "loss_mask": 0.2790023912675679, "loss_maskiou": 0.005745009872043738, "loss_sem_seg": 0.27211884676944464, "lr": 0.01, "mask_rcnn/accuracy": 0.8891866169544741, "mask_rcnn/false_negative": 0.09487804206319281, "mask_rcnn/false_positive": 0.13134831817666306, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.0, "time": 0.7662013536319137, "total_loss": 1.672412366457138} {"data_time": 0.015694379806518555, "eta_seconds": 61931.7887061378, "iteration": 190239, "loss_fcos_cls": 0.26968868379481137, "loss_fcos_ctr": 0.6219905922189355, "loss_fcos_loc": 0.2146227436605841, "loss_mask": 0.2702871235087514, "loss_maskiou": 0.005435422084701713, "loss_sem_seg": 0.25966829888056964, "lr": 0.01, "mask_rcnn/accuracy": 0.8745834300850556, "mask_rcnn/false_negative": 0.11375144697174516, "mask_rcnn/false_positive": 0.1352349256440888, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.25, "time": 0.7743132393807173, "total_loss": 1.649720580840949} {"data_time": 0.01472810935229063, "eta_seconds": 61998.53955883905, "iteration": 190259, "loss_fcos_cls": 0.26914956816472113, "loss_fcos_ctr": 0.6220506764948368, "loss_fcos_loc": 0.19869841425679624, "loss_mask": 0.27741890400648117, "loss_maskiou": 0.005591877255938016, "loss_sem_seg": 0.2770384168252349, "lr": 0.01, "mask_rcnn/accuracy": 0.8864942528735632, "mask_rcnn/false_negative": 0.10901831064485887, "mask_rcnn/false_positive": 0.11942518505987405, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.5, "time": 0.8014691295102239, "total_loss": 1.68928877649887} {"data_time": 0.014719527214765549, "eta_seconds": 61949.926292638294, "iteration": 190279, "loss_fcos_cls": 0.27272819355130196, "loss_fcos_ctr": 0.621870064875111, "loss_fcos_loc": 0.19775265478529036, "loss_mask": 0.2686927132308483, "loss_maskiou": 0.006012712357915007, "loss_sem_seg": 0.30489755189046264, "lr": 0.01, "mask_rcnn/accuracy": 0.8767831968313642, "mask_rcnn/false_negative": 0.11398144791172239, "mask_rcnn/false_positive": 0.13831103752066884, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 38.25, "time": 0.7766354316845536, "total_loss": 1.6490767753857654} {"data_time": 0.01614716649055481, "eta_seconds": 61934.384609445, "iteration": 190299, "loss_fcos_cls": 0.2739957361482084, "loss_fcos_ctr": 0.6221031686291099, "loss_fcos_loc": 0.1992895071161911, "loss_mask": 0.270423605106771, "loss_maskiou": 0.006572432059329003, "loss_sem_seg": 0.2925881100818515, "lr": 0.01, "mask_rcnn/accuracy": 0.8746873789072591, "mask_rcnn/false_negative": 0.09464061805328135, "mask_rcnn/false_positive": 0.1625778134475677, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.75, "time": 0.7839206289499998, "total_loss": 1.679000239877496} {"data_time": 0.016572071239352226, "eta_seconds": 61909.51006732695, "iteration": 190319, "loss_fcos_cls": 0.2613156100269407, "loss_fcos_ctr": 0.6231345692649484, "loss_fcos_loc": 0.2024582695448771, "loss_mask": 0.26751179341226816, "loss_maskiou": 0.005544951287447475, "loss_sem_seg": 0.2757717343047261, "lr": 0.01, "mask_rcnn/accuracy": 0.8735003278419802, "mask_rcnn/false_negative": 0.10389790132195409, "mask_rcnn/false_positive": 0.1570873881857441, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.7817878406494856, "total_loss": 1.6421172900445526} {"data_time": 0.01635424792766571, "eta_seconds": 61873.96477604285, "iteration": 190339, "loss_fcos_cls": 0.2621515248902142, "loss_fcos_ctr": 0.6199759636074305, "loss_fcos_loc": 0.191280412604101, "loss_mask": 0.281402301043272, "loss_maskiou": 0.006246373821340967, "loss_sem_seg": 0.27690952992998064, "lr": 0.01, "mask_rcnn/accuracy": 0.8614427525668653, "mask_rcnn/false_negative": 0.09064807315865327, "mask_rcnn/false_positive": 0.16162887614858323, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7805765150114894, "total_loss": 1.681940951566503} {"data_time": 0.016569762490689754, "eta_seconds": 61880.31430276483, "iteration": 190359, "loss_fcos_cls": 0.26504430128261447, "loss_fcos_ctr": 0.6233482901006937, "loss_fcos_loc": 0.21367679769173265, "loss_mask": 0.2688049445860088, "loss_maskiou": 0.005414802435552701, "loss_sem_seg": 0.28508307226002216, "lr": 0.01, "mask_rcnn/accuracy": 0.8742207792207792, "mask_rcnn/false_negative": 0.11625629592074865, "mask_rcnn/false_positive": 0.14116064834843967, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 26.25, "time": 0.7782171778380871, "total_loss": 1.663618558231974} {"data_time": 0.017055030912160873, "eta_seconds": 61808.3476672424, "iteration": 190379, "loss_fcos_cls": 0.268504329607822, "loss_fcos_ctr": 0.6202193424105644, "loss_fcos_loc": 0.19339377409778535, "loss_mask": 0.2755366414785385, "loss_maskiou": 0.005499418059116579, "loss_sem_seg": 0.2959266724064946, "lr": 0.01, "mask_rcnn/accuracy": 0.8889570251177394, "mask_rcnn/false_negative": 0.08662109413562574, "mask_rcnn/false_positive": 0.1189927352936701, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.75, "time": 0.7625478347763419, "total_loss": 1.6576175659138244} {"data_time": 0.015721555799245834, "eta_seconds": 61741.723541879095, "iteration": 190399, "loss_fcos_cls": 0.2557001292007044, "loss_fcos_ctr": 0.6159366313368082, "loss_fcos_loc": 0.19568563962820917, "loss_mask": 0.2757746181450784, "loss_maskiou": 0.00557104402105324, "loss_sem_seg": 0.2964586513116956, "lr": 0.01, "mask_rcnn/accuracy": 0.8805354133043524, "mask_rcnn/false_negative": 0.11257503644653102, "mask_rcnn/false_positive": 0.13825415277136616, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.756306828930974, "total_loss": 1.634144670504611} {"data_time": 0.01653328910470009, "eta_seconds": 61744.119437162764, "iteration": 190419, "loss_fcos_cls": 0.26110602548578754, "loss_fcos_ctr": 0.6190167972818017, "loss_fcos_loc": 0.2019698457152117, "loss_mask": 0.27215381152927876, "loss_maskiou": 0.0056071325998345856, "loss_sem_seg": 0.2934376602061093, "lr": 0.01, "mask_rcnn/accuracy": 0.9003609988603913, "mask_rcnn/false_negative": 0.08905880722941838, "mask_rcnn/false_positive": 0.11926825456847946, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.5, "time": 0.7839583503082395, "total_loss": 1.6672987510901294} {"data_time": 0.01677371747791767, "eta_seconds": 61733.4265881991, "iteration": 190439, "loss_fcos_cls": 0.25737491715699434, "loss_fcos_ctr": 0.6207018913701177, "loss_fcos_loc": 0.19854195648804307, "loss_mask": 0.26733734738081694, "loss_maskiou": 0.005921988333284389, "loss_sem_seg": 0.2752014943398535, "lr": 0.01, "mask_rcnn/accuracy": 0.8784822447389242, "mask_rcnn/false_negative": 0.09290714934447095, "mask_rcnn/false_positive": 0.13910350414288877, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.7916214941069484, "total_loss": 1.6365010209410684} {"data_time": 0.014848515391349792, "eta_seconds": 61715.930404556915, "iteration": 190459, "loss_fcos_cls": 0.2638783100992441, "loss_fcos_ctr": 0.6231601219624281, "loss_fcos_loc": 0.20481742382980883, "loss_mask": 0.28009168058633804, "loss_maskiou": 0.005788770693470724, "loss_sem_seg": 0.3019193299114704, "lr": 0.01, "mask_rcnn/accuracy": 0.8807357938693183, "mask_rcnn/false_negative": 0.09931941488647614, "mask_rcnn/false_positive": 0.14780261724631938, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7685782006010413, "total_loss": 1.6702998581240536} {"data_time": 0.015657437033951283, "eta_seconds": 61700.41238733195, "iteration": 190479, "loss_fcos_cls": 0.2652156271506101, "loss_fcos_ctr": 0.6207645772956312, "loss_fcos_loc": 0.19897288968786597, "loss_mask": 0.27335016429424286, "loss_maskiou": 0.005477915803567157, "loss_sem_seg": 0.2954179826192558, "lr": 0.01, "mask_rcnn/accuracy": 0.8702413392304974, "mask_rcnn/false_negative": 0.10243143792639134, "mask_rcnn/false_positive": 0.1476460172637602, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7905315356329083, "total_loss": 1.6611343302356545} {"data_time": 0.014697287231683731, "eta_seconds": 61701.007115026005, "iteration": 190499, "loss_fcos_cls": 0.26868872810155153, "loss_fcos_ctr": 0.622008515521884, "loss_fcos_loc": 0.19994458719156682, "loss_mask": 0.27046702057123184, "loss_maskiou": 0.005222724277700763, "loss_sem_seg": 0.30382769415155053, "lr": 0.01, "mask_rcnn/accuracy": 0.8802330817587406, "mask_rcnn/false_negative": 0.07924459987561452, "mask_rcnn/false_positive": 0.16504781605720592, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7855665450915694, "total_loss": 1.6489252819155809} {"data_time": 0.01580278668552637, "eta_seconds": 61671.35253021773, "iteration": 190519, "loss_fcos_cls": 0.25876719458028674, "loss_fcos_ctr": 0.6205451358109713, "loss_fcos_loc": 0.20898438850417733, "loss_mask": 0.2749079968780279, "loss_maskiou": 0.005872336310858373, "loss_sem_seg": 0.2902998002246022, "lr": 0.01, "mask_rcnn/accuracy": 0.8836904419025675, "mask_rcnn/false_negative": 0.09844186422547416, "mask_rcnn/false_positive": 0.14346762981329936, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 41.5, "time": 0.7939408449456096, "total_loss": 1.6571269513297011} {"data_time": 0.017712438479065895, "eta_seconds": 61658.097644663416, "iteration": 190539, "loss_fcos_cls": 0.2564180698245764, "loss_fcos_ctr": 0.6160739455372095, "loss_fcos_loc": 0.1950000033248216, "loss_mask": 0.26976972445845604, "loss_maskiou": 0.005481431842781603, "loss_sem_seg": 0.2526261555030942, "lr": 0.01, "mask_rcnn/accuracy": 0.884286770513786, "mask_rcnn/false_negative": 0.09143183953421573, "mask_rcnn/false_positive": 0.15636963804178003, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.25, "time": 0.7778703384101391, "total_loss": 1.621203864695417} {"data_time": 0.016039032489061356, "eta_seconds": 61649.16494458355, "iteration": 190559, "loss_fcos_cls": 0.2488339092815295, "loss_fcos_ctr": 0.6215500612743199, "loss_fcos_loc": 0.1954027300234884, "loss_mask": 0.26184242498129606, "loss_maskiou": 0.0054629121732432395, "loss_sem_seg": 0.2727676327340305, "lr": 0.01, "mask_rcnn/accuracy": 0.8838605380468588, "mask_rcnn/false_negative": 0.08690467217505715, "mask_rcnn/false_positive": 0.13097756648343484, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.0, "time": 0.7738345768302679, "total_loss": 1.6215920552785974} {"data_time": 0.01654018461704254, "eta_seconds": 61653.091270896606, "iteration": 190579, "loss_fcos_cls": 0.26329729589633644, "loss_fcos_ctr": 0.619260658044368, "loss_fcos_loc": 0.19477139122318476, "loss_mask": 0.28057895693928003, "loss_maskiou": 0.0055186727695399895, "loss_sem_seg": 0.2743603512644768, "lr": 0.01, "mask_rcnn/accuracy": 0.8843949942614409, "mask_rcnn/false_negative": 0.10030171848581157, "mask_rcnn/false_positive": 0.11880362169761169, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7794600427150726, "total_loss": 1.657473604514962} {"data_time": 0.016666418872773647, "eta_seconds": 61623.39676155243, "iteration": 190599, "loss_fcos_cls": 0.2689464812865481, "loss_fcos_ctr": 0.6221857573837042, "loss_fcos_loc": 0.21131776040419936, "loss_mask": 0.2722997972741723, "loss_maskiou": 0.005489359318744391, "loss_sem_seg": 0.2934248484671116, "lr": 0.01, "mask_rcnn/accuracy": 0.8852698817622286, "mask_rcnn/false_negative": 0.08231355128378548, "mask_rcnn/false_positive": 0.14171910815153493, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 27.25, "time": 0.7632563710212708, "total_loss": 1.6921878725624993} {"data_time": 0.017006954178214073, "eta_seconds": 61593.759957741015, "iteration": 190619, "loss_fcos_cls": 0.2573332763276994, "loss_fcos_ctr": 0.6225808514282107, "loss_fcos_loc": 0.2004695723298937, "loss_mask": 0.26961764693260193, "loss_maskiou": 0.005666050361469388, "loss_sem_seg": 0.295882442034781, "lr": 0.01, "mask_rcnn/accuracy": 0.8746444698569082, "mask_rcnn/false_negative": 0.09538397250879568, "mask_rcnn/false_positive": 0.1451022653489905, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7836853517219424, "total_loss": 1.6487474212917732} {"data_time": 0.01554954145103693, "eta_seconds": 61580.50222345721, "iteration": 190639, "loss_fcos_cls": 0.2541681092698127, "loss_fcos_ctr": 0.6179955918341875, "loss_fcos_loc": 0.19577924674376845, "loss_mask": 0.2676259442232549, "loss_maskiou": 0.005847262538736686, "loss_sem_seg": 0.2726364345289767, "lr": 0.01, "mask_rcnn/accuracy": 0.88162244798154, "mask_rcnn/false_negative": 0.08568652245976327, "mask_rcnn/false_positive": 0.14474169513908508, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.25, "time": 0.7795268753543496, "total_loss": 1.6049076542913099} {"data_time": 0.015343410894274712, "eta_seconds": 61557.91181643773, "iteration": 190659, "loss_fcos_cls": 0.26187894493341446, "loss_fcos_ctr": 0.6208031428977847, "loss_fcos_loc": 0.20313310413621366, "loss_mask": 0.27532857935875654, "loss_maskiou": 0.005806640787341166, "loss_sem_seg": 0.30018230923451483, "lr": 0.01, "mask_rcnn/accuracy": 0.8905721778040485, "mask_rcnn/false_negative": 0.09309252397659214, "mask_rcnn/false_positive": 0.14782554935467085, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.25, "time": 0.7671169778332114, "total_loss": 1.6691031833852321} {"data_time": 0.01613369584083557, "eta_seconds": 61537.64851569012, "iteration": 190679, "loss_fcos_cls": 0.25609287433326244, "loss_fcos_ctr": 0.6222591293044388, "loss_fcos_loc": 0.19959982915315777, "loss_mask": 0.27512331772595644, "loss_maskiou": 0.0061467466002795845, "loss_sem_seg": 0.2735700982157141, "lr": 0.01, "mask_rcnn/accuracy": 0.8737377763605443, "mask_rcnn/false_negative": 0.08448769110301999, "mask_rcnn/false_positive": 0.16064358323310168, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.75, "time": 0.7802066467702389, "total_loss": 1.6700799730388098} {"data_time": 0.01606560777872801, "eta_seconds": 61545.78640807886, "iteration": 190699, "loss_fcos_cls": 0.2699078095611185, "loss_fcos_ctr": 0.6240950543433428, "loss_fcos_loc": 0.20409881323575974, "loss_mask": 0.26978715788573027, "loss_maskiou": 0.00530034297844395, "loss_sem_seg": 0.3197194612585008, "lr": 0.01, "mask_rcnn/accuracy": 0.8728044746606777, "mask_rcnn/false_negative": 0.09824055186625467, "mask_rcnn/false_positive": 0.14353241676702216, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.25, "time": 0.7958318907767534, "total_loss": 1.702796827237762} {"data_time": 0.016869147308170795, "eta_seconds": 61537.22450536676, "iteration": 190719, "loss_fcos_cls": 0.25607464951463044, "loss_fcos_ctr": 0.6212340684141964, "loss_fcos_loc": 0.19219812739174813, "loss_mask": 0.2881377525627613, "loss_maskiou": 0.005805889057228342, "loss_sem_seg": 0.3057560329325497, "lr": 0.01, "mask_rcnn/accuracy": 0.866989882687769, "mask_rcnn/false_negative": 0.08119208839642239, "mask_rcnn/false_positive": 0.18373283337116972, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.5, "time": 0.7849104162305593, "total_loss": 1.6685905498598004} {"data_time": 0.01608342118561268, "eta_seconds": 61585.05784647912, "iteration": 190739, "loss_fcos_cls": 0.2570577763253823, "loss_fcos_ctr": 0.6235905354842544, "loss_fcos_loc": 0.20607614098116755, "loss_mask": 0.26928542414680123, "loss_maskiou": 0.005299282624037005, "loss_sem_seg": 0.28129887161776423, "lr": 0.01, "mask_rcnn/accuracy": 0.886659753423916, "mask_rcnn/false_negative": 0.1036217389696154, "mask_rcnn/false_positive": 0.14053746420634355, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.5, "time": 0.7908439515158534, "total_loss": 1.6304718415412935} {"data_time": 0.014821259304881096, "eta_seconds": 61583.197993442416, "iteration": 190759, "loss_fcos_cls": 0.2539832527108956, "loss_fcos_ctr": 0.6196377985179424, "loss_fcos_loc": 0.20075357984751463, "loss_mask": 0.26358462031930685, "loss_maskiou": 0.005435126413431135, "loss_sem_seg": 0.3069408955052495, "lr": 0.01, "mask_rcnn/accuracy": 0.884911086999735, "mask_rcnn/false_negative": 0.10181934499011384, "mask_rcnn/false_positive": 0.12594480779148787, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.25, "time": 0.7994516929611564, "total_loss": 1.662817178745172} {"data_time": 0.014793088659644127, "eta_seconds": 61603.555264807306, "iteration": 190779, "loss_fcos_cls": 0.26639584387885407, "loss_fcos_ctr": 0.6187140513211489, "loss_fcos_loc": 0.19236398756038398, "loss_mask": 0.2823942182585597, "loss_maskiou": 0.006188281702634413, "loss_sem_seg": 0.28493682853877544, "lr": 0.01, "mask_rcnn/accuracy": 0.8954510736169994, "mask_rcnn/false_negative": 0.12095477298163698, "mask_rcnn/false_positive": 0.08368808974835286, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.5, "time": 0.7937618093565106, "total_loss": 1.6416588350621169} {"data_time": 0.016346613876521587, "eta_seconds": 61588.00293518137, "iteration": 190799, "loss_fcos_cls": 0.2437198244733736, "loss_fcos_ctr": 0.6195346927270293, "loss_fcos_loc": 0.1980276667745784, "loss_mask": 0.27802371699362993, "loss_maskiou": 0.0058967176446458325, "loss_sem_seg": 0.28082310082390904, "lr": 0.01, "mask_rcnn/accuracy": 0.8891730293516007, "mask_rcnn/false_negative": 0.0955313532041824, "mask_rcnn/false_positive": 0.12937203227015714, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 26.5, "time": 0.7779023563489318, "total_loss": 1.6542078513630258} {"data_time": 0.017543507739901543, "eta_seconds": 61618.61265045032, "iteration": 190819, "loss_fcos_cls": 0.26164200995117426, "loss_fcos_ctr": 0.6215971624478698, "loss_fcos_loc": 0.2029885983793065, "loss_mask": 0.27711818739771843, "loss_maskiou": 0.005808477239042986, "loss_sem_seg": 0.32434561057016253, "lr": 0.01, "mask_rcnn/accuracy": 0.8631913582545752, "mask_rcnn/false_negative": 0.10849013552557138, "mask_rcnn/false_positive": 0.15300218681099434, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.75, "time": 0.7971985759213567, "total_loss": 1.7019830766512314} {"data_time": 0.017130532301962376, "eta_seconds": 61587.847568929195, "iteration": 190839, "loss_fcos_cls": 0.25896532414481044, "loss_fcos_ctr": 0.6219820007681847, "loss_fcos_loc": 0.1974591112229973, "loss_mask": 0.28046977892518044, "loss_maskiou": 0.005508239308255725, "loss_sem_seg": 0.274107807315886, "lr": 0.01, "mask_rcnn/accuracy": 0.8766305367867868, "mask_rcnn/false_negative": 0.12401935934984179, "mask_rcnn/false_positive": 0.12976636734161245, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.5, "time": 0.7649487238377333, "total_loss": 1.6392774912674213} {"data_time": 0.016253214329481125, "eta_seconds": 61594.74211302493, "iteration": 190859, "loss_fcos_cls": 0.2553082205122337, "loss_fcos_ctr": 0.6166849359869957, "loss_fcos_loc": 0.18216878874227405, "loss_mask": 0.2596534816548228, "loss_maskiou": 0.005190016876440495, "loss_sem_seg": 0.2859789626672864, "lr": 0.01, "mask_rcnn/accuracy": 0.8856074379378618, "mask_rcnn/false_negative": 0.0783739440883322, "mask_rcnn/false_positive": 0.15464544391761692, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.5, "time": 0.7874263413250446, "total_loss": 1.6214792317987303} {"data_time": 0.016949456185102463, "eta_seconds": 61584.48088170681, "iteration": 190879, "loss_fcos_cls": 0.2720540297450498, "loss_fcos_ctr": 0.6179880825802684, "loss_fcos_loc": 0.19579863408580422, "loss_mask": 0.27784635964781046, "loss_maskiou": 0.005361831179470755, "loss_sem_seg": 0.31721573206596076, "lr": 0.01, "mask_rcnn/accuracy": 0.875388198757764, "mask_rcnn/false_negative": 0.0967300940937314, "mask_rcnn/false_positive": 0.17678317574535998, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.75, "time": 0.7895044554024935, "total_loss": 1.6895889262668788} {"data_time": 0.016735756769776344, "eta_seconds": 61556.35669242963, "iteration": 190899, "loss_fcos_cls": 0.2631422192789614, "loss_fcos_ctr": 0.6216399557888508, "loss_fcos_loc": 0.20158286462537944, "loss_mask": 0.2855807039886713, "loss_maskiou": 0.00575398572254926, "loss_sem_seg": 0.2610469348728657, "lr": 0.01, "mask_rcnn/accuracy": 0.8738710057291839, "mask_rcnn/false_negative": 0.119362619779733, "mask_rcnn/false_positive": 0.16106615641858774, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.0, "time": 0.772272476926446, "total_loss": 1.6530258986749686} {"data_time": 0.016938996501266956, "eta_seconds": 61553.346552827395, "iteration": 190919, "loss_fcos_cls": 0.27225805912166834, "loss_fcos_ctr": 0.6243663453496993, "loss_fcos_loc": 0.20626906718825921, "loss_mask": 0.2707607732154429, "loss_maskiou": 0.006305776572844479, "loss_sem_seg": 0.29600841319188476, "lr": 0.01, "mask_rcnn/accuracy": 0.8765798933209648, "mask_rcnn/false_negative": 0.09284688618048142, "mask_rcnn/false_positive": 0.12417844508979686, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 35.0, "time": 0.7812478337436914, "total_loss": 1.6799256759695709} {"data_time": 0.015039164572954178, "eta_seconds": 61510.04682415724, "iteration": 190939, "loss_fcos_cls": 0.24711372412275523, "loss_fcos_ctr": 0.621066901832819, "loss_fcos_loc": 0.1962572494521737, "loss_mask": 0.28508218191564083, "loss_maskiou": 0.005630871863104403, "loss_sem_seg": 0.3070690669119358, "lr": 0.01, "mask_rcnn/accuracy": 0.8775067561271084, "mask_rcnn/false_negative": 0.09265061585825779, "mask_rcnn/false_positive": 0.1534268671755507, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7610273649916053, "total_loss": 1.6542678277764935} {"data_time": 0.016824462451040745, "eta_seconds": 61516.91299523134, "iteration": 190959, "loss_fcos_cls": 0.2533619091846049, "loss_fcos_ctr": 0.6230270685628057, "loss_fcos_loc": 0.20372427999973297, "loss_mask": 0.27526840660721064, "loss_maskiou": 0.006015400169417262, "loss_sem_seg": 0.26193557609803975, "lr": 0.01, "mask_rcnn/accuracy": 0.8683213549843014, "mask_rcnn/false_negative": 0.09996609846118788, "mask_rcnn/false_positive": 0.1563305349407581, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.75, "time": 0.7808154616504908, "total_loss": 1.6392612341151107} {"data_time": 0.017155115492641926, "eta_seconds": 61464.45749619044, "iteration": 190979, "loss_fcos_cls": 0.266620266251266, "loss_fcos_ctr": 0.619818695820868, "loss_fcos_loc": 0.19985870050732046, "loss_mask": 0.2662032591179013, "loss_maskiou": 0.00607990250500734, "loss_sem_seg": 0.27109417505562305, "lr": 0.01, "mask_rcnn/accuracy": 0.8793438931695128, "mask_rcnn/false_negative": 0.08629151822915179, "mask_rcnn/false_positive": 0.16008599476043184, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.25, "time": 0.7745657209306955, "total_loss": 1.6440105718647828} {"data_time": 0.015993110835552216, "eta_seconds": 61443.53007760923, "iteration": 190999, "loss_fcos_cls": 0.2682080105878413, "loss_fcos_ctr": 0.6225206688977778, "loss_fcos_loc": 0.20529637741856277, "loss_mask": 0.283973628655076, "loss_maskiou": 0.006548739824211225, "loss_sem_seg": 0.29398495657369494, "lr": 0.01, "mask_rcnn/accuracy": 0.8768253395108043, "mask_rcnn/false_negative": 0.10873994757865534, "mask_rcnn/false_positive": 0.15703141369844154, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7774499813094735, "total_loss": 1.6755977760803944} {"data_time": 0.017554360441863537, "eta_seconds": 61399.651614890434, "iteration": 191019, "loss_fcos_cls": 0.2627099063247442, "loss_fcos_ctr": 0.6203563883900642, "loss_fcos_loc": 0.19699262676294893, "loss_mask": 0.27375939674675465, "loss_maskiou": 0.0062124382820911705, "loss_sem_seg": 0.30078500835224986, "lr": 0.01, "mask_rcnn/accuracy": 0.8658892128279884, "mask_rcnn/false_negative": 0.08708377778513943, "mask_rcnn/false_positive": 0.17805836585359325, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.5, "time": 0.7692695213481784, "total_loss": 1.660600749310106} {"data_time": 0.015392959117889404, "eta_seconds": 61450.327569074, "iteration": 191039, "loss_fcos_cls": 0.25907787261530757, "loss_fcos_ctr": 0.6228826278820634, "loss_fcos_loc": 0.20278890430927277, "loss_mask": 0.28264663182199, "loss_maskiou": 0.006358180195093155, "loss_sem_seg": 0.2978085079230368, "lr": 0.01, "mask_rcnn/accuracy": 0.8783255128354528, "mask_rcnn/false_negative": 0.09967279537563149, "mask_rcnn/false_positive": 0.16714548518375155, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.25, "time": 0.7901699282228947, "total_loss": 1.668394594482379} {"data_time": 0.015788063406944275, "eta_seconds": 61471.54863386322, "iteration": 191059, "loss_fcos_cls": 0.249522821046412, "loss_fcos_ctr": 0.6183936493471265, "loss_fcos_loc": 0.19265353679656982, "loss_mask": 0.27359900157898664, "loss_maskiou": 0.00572222302434966, "loss_sem_seg": 0.2790319437626749, "lr": 0.01, "mask_rcnn/accuracy": 0.8924207841031149, "mask_rcnn/false_negative": 0.09277433704314958, "mask_rcnn/false_positive": 0.12131710984992918, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.25, "time": 0.7897617258131504, "total_loss": 1.6190181355414097} {"data_time": 0.017210887745022774, "eta_seconds": 61455.97458523605, "iteration": 191079, "loss_fcos_cls": 0.2543914117850363, "loss_fcos_ctr": 0.6199566600844264, "loss_fcos_loc": 0.1943476689630188, "loss_mask": 0.2809056509286165, "loss_maskiou": 0.005508746518898988, "loss_sem_seg": 0.28187758824788034, "lr": 0.01, "mask_rcnn/accuracy": 0.870191609080341, "mask_rcnn/false_negative": 0.10433288089556278, "mask_rcnn/false_positive": 0.1508203639430088, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 37.5, "time": 0.7785001415759325, "total_loss": 1.665467508842994} {"data_time": 0.01525858137756586, "eta_seconds": 61421.583561128005, "iteration": 191099, "loss_fcos_cls": 0.25747942458838224, "loss_fcos_ctr": 0.6220870213583112, "loss_fcos_loc": 0.19407987128943205, "loss_mask": 0.274423461407423, "loss_maskiou": 0.005894091533264145, "loss_sem_seg": 0.28282117703929543, "lr": 0.01, "mask_rcnn/accuracy": 0.8908135916665654, "mask_rcnn/false_negative": 0.08666282478190304, "mask_rcnn/false_positive": 0.13610525036539142, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 32.75, "time": 0.7767051002010703, "total_loss": 1.6559060051076813} {"data_time": 0.016671896912157536, "eta_seconds": 61406.0142822694, "iteration": 191119, "loss_fcos_cls": 0.24954756465740502, "loss_fcos_ctr": 0.6198166459798813, "loss_fcos_loc": 0.2053291155025363, "loss_mask": 0.27855247166007757, "loss_maskiou": 0.005848065522513934, "loss_sem_seg": 0.27534513268619776, "lr": 0.01, "mask_rcnn/accuracy": 0.8792458545918367, "mask_rcnn/false_negative": 0.09193087305434913, "mask_rcnn/false_positive": 0.14426673374693086, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.7624260503798723, "total_loss": 1.6358267205796437} {"data_time": 0.017458222806453705, "eta_seconds": 61390.4450034108, "iteration": 191139, "loss_fcos_cls": 0.2529950561001897, "loss_fcos_ctr": 0.6181830484420061, "loss_fcos_loc": 0.19825112912803888, "loss_mask": 0.28051900770515203, "loss_maskiou": 0.00601068242394831, "loss_sem_seg": 0.2709149681031704, "lr": 0.01, "mask_rcnn/accuracy": 0.8842852423072178, "mask_rcnn/false_negative": 0.09117276308632613, "mask_rcnn/false_positive": 0.13483410830905468, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.0, "time": 0.7729573389515281, "total_loss": 1.6385217442730209} {"data_time": 0.016668268479406834, "eta_seconds": 61427.760430551134, "iteration": 191159, "loss_fcos_cls": 0.25733919662889093, "loss_fcos_ctr": 0.6205981923267245, "loss_fcos_loc": 0.19341868779156357, "loss_mask": 0.26217966340482235, "loss_maskiou": 0.005735683647799306, "loss_sem_seg": 0.28922590846195817, "lr": 0.01, "mask_rcnn/accuracy": 0.887341816936605, "mask_rcnn/false_negative": 0.09803451312406371, "mask_rcnn/false_positive": 0.1332283208972927, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 36.25, "time": 0.7950989753007889, "total_loss": 1.611983408103697} {"data_time": 0.014857213944196701, "eta_seconds": 61409.64781054389, "iteration": 191179, "loss_fcos_cls": 0.25647483486682177, "loss_fcos_ctr": 0.6197282494977117, "loss_fcos_loc": 0.19745961722219363, "loss_mask": 0.26653450541198254, "loss_maskiou": 0.005136964471603278, "loss_sem_seg": 0.2971508789341897, "lr": 0.01, "mask_rcnn/accuracy": 0.8741612111292962, "mask_rcnn/false_negative": 0.09345415800005913, "mask_rcnn/false_positive": 0.165219060886166, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 25.25, "time": 0.7753525963053107, "total_loss": 1.6524072190295556} {"data_time": 0.015391800552606583, "eta_seconds": 61396.59504176583, "iteration": 191199, "loss_fcos_cls": 0.26672242977656424, "loss_fcos_ctr": 0.620161997154355, "loss_fcos_loc": 0.20539102226030082, "loss_mask": 0.2729444336146116, "loss_maskiou": 0.005384178104577586, "loss_sem_seg": 0.2635560156777501, "lr": 0.01, "mask_rcnn/accuracy": 0.8881496277756386, "mask_rcnn/false_negative": 0.10827196438251477, "mask_rcnn/false_positive": 0.13104206161165255, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.5, "time": 0.7603622293099761, "total_loss": 1.6790305362010258} {"data_time": 0.015747006982564926, "eta_seconds": 61405.06320505869, "iteration": 191219, "loss_fcos_cls": 0.25056050065904856, "loss_fcos_ctr": 0.6259473199024796, "loss_fcos_loc": 0.20390929165296257, "loss_mask": 0.2723615365102887, "loss_maskiou": 0.006263586023123935, "loss_sem_seg": 0.2748891313094646, "lr": 0.01, "mask_rcnn/accuracy": 0.8597346511355866, "mask_rcnn/false_negative": 0.1112532989082586, "mask_rcnn/false_positive": 0.13885123359989232, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.794429462403059, "total_loss": 1.630430209072074} {"data_time": 0.01586825866252184, "eta_seconds": 61393.25386142358, "iteration": 191239, "loss_fcos_cls": 0.2534118334297091, "loss_fcos_ctr": 0.6232454935088754, "loss_fcos_loc": 0.19996788166463375, "loss_mask": 0.2701660403981805, "loss_maskiou": 0.005434697453893023, "loss_sem_seg": 0.25286572123877704, "lr": 0.01, "mask_rcnn/accuracy": 0.8777150266047014, "mask_rcnn/false_negative": 0.08765155422505233, "mask_rcnn/false_positive": 0.14199801322554412, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 42.5, "time": 0.7826346037909389, "total_loss": 1.633423570823652} {"data_time": 0.015134689398109913, "eta_seconds": 61356.210453165695, "iteration": 191259, "loss_fcos_cls": 0.2592027732171118, "loss_fcos_ctr": 0.6204311260953546, "loss_fcos_loc": 0.19166166777722538, "loss_mask": 0.2620185040868819, "loss_maskiou": 0.006106282573455246, "loss_sem_seg": 0.27385890553705394, "lr": 0.01, "mask_rcnn/accuracy": 0.8953594805162545, "mask_rcnn/false_negative": 0.08574272877923642, "mask_rcnn/false_positive": 0.1246494577795991, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.25, "time": 0.7894533788785338, "total_loss": 1.6356809635799436} {"data_time": 0.015603428706526756, "eta_seconds": 61320.46754783951, "iteration": 191279, "loss_fcos_cls": 0.25569870905019343, "loss_fcos_ctr": 0.6197095680981874, "loss_fcos_loc": 0.19842176232486963, "loss_mask": 0.271606732159853, "loss_maskiou": 0.005499972710822476, "loss_sem_seg": 0.2695827460847795, "lr": 0.01, "mask_rcnn/accuracy": 0.8870560243328101, "mask_rcnn/false_negative": 0.09721955265504109, "mask_rcnn/false_positive": 0.13392183729022172, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.5, "time": 0.7628136053681374, "total_loss": 1.619659610951203} {"data_time": 0.016593572683632374, "eta_seconds": 61284.6600503372, "iteration": 191299, "loss_fcos_cls": 0.24740067683160305, "loss_fcos_ctr": 0.6209077308885753, "loss_fcos_loc": 0.20406814338639379, "loss_mask": 0.2729599354788661, "loss_maskiou": 0.005409621273429366, "loss_sem_seg": 0.3109478529077023, "lr": 0.01, "mask_rcnn/accuracy": 0.895593120969318, "mask_rcnn/false_negative": 0.08331178665327313, "mask_rcnn/false_positive": 0.14399286991555937, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 25.25, "time": 0.7649377603083849, "total_loss": 1.66363021980942} {"data_time": 0.015598881989717484, "eta_seconds": 61280.23185934313, "iteration": 191319, "loss_fcos_cls": 0.2681390242651105, "loss_fcos_ctr": 0.6247990438714623, "loss_fcos_loc": 0.20344232395291328, "loss_mask": 0.2734233271330595, "loss_maskiou": 0.0056478515471098945, "loss_sem_seg": 0.2671082732267678, "lr": 0.01, "mask_rcnn/accuracy": 0.8766573734757062, "mask_rcnn/false_negative": 0.09646187621646618, "mask_rcnn/false_positive": 0.14593431623606917, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.25, "time": 0.7818259131163359, "total_loss": 1.6684202560136328} {"data_time": 0.015474501065909863, "eta_seconds": 61264.654977539554, "iteration": 191339, "loss_fcos_cls": 0.257226025685668, "loss_fcos_ctr": 0.6206720508635044, "loss_fcos_loc": 0.19156642945017666, "loss_mask": 0.2681114049628377, "loss_maskiou": 0.005179314182896633, "loss_sem_seg": 0.2781892321072519, "lr": 0.01, "mask_rcnn/accuracy": 0.8758266237529495, "mask_rcnn/false_negative": 0.0924068627253406, "mask_rcnn/false_positive": 0.14008177888894158, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.25, "time": 0.779702671803534, "total_loss": 1.6095675973629113} {"data_time": 0.015336375683546066, "eta_seconds": 61224.3514925465, "iteration": 191359, "loss_fcos_cls": 0.24498114711605012, "loss_fcos_ctr": 0.6218436248600483, "loss_fcos_loc": 0.19973547756671906, "loss_mask": 0.2729338323697448, "loss_maskiou": 0.005875185786862858, "loss_sem_seg": 0.2881128389853984, "lr": 0.01, "mask_rcnn/accuracy": 0.8926959068651615, "mask_rcnn/false_negative": 0.10469970865550347, "mask_rcnn/false_positive": 0.11164754838928592, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.0, "time": 0.7755972668528557, "total_loss": 1.618743806189741} {"data_time": 0.017742893658578396, "eta_seconds": 61242.57160197012, "iteration": 191379, "loss_fcos_cls": 0.26509124820586294, "loss_fcos_ctr": 0.6216351604089141, "loss_fcos_loc": 0.20750636322190985, "loss_mask": 0.27751884050667286, "loss_maskiou": 0.005772377233370207, "loss_sem_seg": 0.26623569149523973, "lr": 0.01, "mask_rcnn/accuracy": 0.8681818479963188, "mask_rcnn/false_negative": 0.09652058001369021, "mask_rcnn/false_positive": 0.13770837955211046, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7753706434741616, "total_loss": 1.63886595848453} {"data_time": 0.01699819788336754, "eta_seconds": 61257.486685292795, "iteration": 191399, "loss_fcos_cls": 0.2436526695964858, "loss_fcos_ctr": 0.6220677206292748, "loss_fcos_loc": 0.20076094061369076, "loss_mask": 0.2859607143327594, "loss_maskiou": 0.006229379490832798, "loss_sem_seg": 0.28155048680491745, "lr": 0.01, "mask_rcnn/accuracy": 0.8745269234454345, "mask_rcnn/false_negative": 0.10933283045988779, "mask_rcnn/false_positive": 0.14954229843037692, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.7755731679499149, "total_loss": 1.6458525383495726} {"data_time": 0.015913482755422592, "eta_seconds": 61219.45280723646, "iteration": 191419, "loss_fcos_cls": 0.2504874828737229, "loss_fcos_ctr": 0.6163731208071113, "loss_fcos_loc": 0.18361588625703007, "loss_mask": 0.26610660646110773, "loss_maskiou": 0.0055497349094366655, "loss_sem_seg": 0.264344846829772, "lr": 0.01, "mask_rcnn/accuracy": 0.8775098497008609, "mask_rcnn/false_negative": 0.09885550402473384, "mask_rcnn/false_positive": 0.13149906665931882, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.75, "time": 0.7771898303180933, "total_loss": 1.6315815418565762} {"data_time": 0.015429927967488766, "eta_seconds": 61195.83403444849, "iteration": 191439, "loss_fcos_cls": 0.2516021116171032, "loss_fcos_ctr": 0.6179091739468277, "loss_fcos_loc": 0.18881064606830478, "loss_mask": 0.27137530967593193, "loss_maskiou": 0.005222593754297122, "loss_sem_seg": 0.29316083528101444, "lr": 0.01, "mask_rcnn/accuracy": 0.8829945412072875, "mask_rcnn/false_negative": 0.09848028537625339, "mask_rcnn/false_positive": 0.13310542456445607, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 25.75, "time": 0.7833931064233184, "total_loss": 1.6072974383205292} {"data_time": 0.018081464804708958, "eta_seconds": 61180.25484527461, "iteration": 191459, "loss_fcos_cls": 0.25879128696396947, "loss_fcos_ctr": 0.6210091486573219, "loss_fcos_loc": 0.1976374414516613, "loss_mask": 0.2720569968223572, "loss_maskiou": 0.0056992154131876305, "loss_sem_seg": 0.276952316518873, "lr": 0.01, "mask_rcnn/accuracy": 0.8881114945978391, "mask_rcnn/false_negative": 0.10592788222803826, "mask_rcnn/false_positive": 0.13166736823436953, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.77455526124686, "total_loss": 1.6308923121760017} {"data_time": 0.017604824155569077, "eta_seconds": 61107.90353530552, "iteration": 191479, "loss_fcos_cls": 0.2632350872736424, "loss_fcos_ctr": 0.6236670799553394, "loss_fcos_loc": 0.2042514809872955, "loss_mask": 0.2611092906445265, "loss_maskiou": 0.005492389405844733, "loss_sem_seg": 0.2797718783840537, "lr": 0.01, "mask_rcnn/accuracy": 0.8648163592360021, "mask_rcnn/false_negative": 0.10988922880234346, "mask_rcnn/false_positive": 0.16835989947972896, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 36.0, "time": 0.7593568693846464, "total_loss": 1.6689691981227952} {"data_time": 0.016849162988364697, "eta_seconds": 61090.63937027939, "iteration": 191499, "loss_fcos_cls": 0.26916441530920565, "loss_fcos_ctr": 0.6213324316777289, "loss_fcos_loc": 0.20385457633528858, "loss_mask": 0.2604804281145334, "loss_maskiou": 0.005376438337407308, "loss_sem_seg": 0.25828042486682534, "lr": 0.01, "mask_rcnn/accuracy": 0.8773260479003632, "mask_rcnn/false_negative": 0.09770784555942057, "mask_rcnn/false_positive": 0.13862535077115629, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.0, "time": 0.7816987680271268, "total_loss": 1.6325078198970004} {"data_time": 0.015073318034410477, "eta_seconds": 61065.3367050495, "iteration": 191519, "loss_fcos_cls": 0.26270561682758853, "loss_fcos_ctr": 0.6214468199759722, "loss_fcos_loc": 0.2018380843801424, "loss_mask": 0.26393779180943966, "loss_maskiou": 0.005474202233017422, "loss_sem_seg": 0.29354592273011804, "lr": 0.01, "mask_rcnn/accuracy": 0.857229914979367, "mask_rcnn/false_negative": 0.10626088433929406, "mask_rcnn/false_positive": 0.18297214727933675, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 40.0, "time": 0.7841556062921882, "total_loss": 1.6458455675892765} {"data_time": 0.015956184826791286, "eta_seconds": 61018.060475756414, "iteration": 191539, "loss_fcos_cls": 0.2621399066410959, "loss_fcos_ctr": 0.6197554585523903, "loss_fcos_loc": 0.1927220169454813, "loss_mask": 0.25211265683174133, "loss_maskiou": 0.005242971903498983, "loss_sem_seg": 0.24872979894280434, "lr": 0.01, "mask_rcnn/accuracy": 0.8971506519274377, "mask_rcnn/false_negative": 0.07614325622299084, "mask_rcnn/false_positive": 0.10932328140980449, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 24.75, "time": 0.7644509058445692, "total_loss": 1.6093524533753225} {"data_time": 0.015079915523529053, "eta_seconds": 61045.627671576105, "iteration": 191559, "loss_fcos_cls": 0.2561786852311343, "loss_fcos_ctr": 0.6175056784413755, "loss_fcos_loc": 0.1865728491684422, "loss_mask": 0.2714814469218254, "loss_maskiou": 0.005657344328938052, "loss_sem_seg": 0.28920417418703437, "lr": 0.01, "mask_rcnn/accuracy": 0.8795285629000863, "mask_rcnn/false_negative": 0.10081181232207828, "mask_rcnn/false_positive": 0.12404801979734449, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7830149298533797, "total_loss": 1.6173640168854035} {"data_time": 0.015659568831324577, "eta_seconds": 61030.062947089784, "iteration": 191579, "loss_fcos_cls": 0.25007593259215355, "loss_fcos_ctr": 0.6181478155776858, "loss_fcos_loc": 0.1972835378255695, "loss_mask": 0.2636965624988079, "loss_maskiou": 0.005086741308332421, "loss_sem_seg": 0.30595383839681745, "lr": 0.01, "mask_rcnn/accuracy": 0.8890196793002916, "mask_rcnn/false_negative": 0.09017868759746733, "mask_rcnn/false_positive": 0.13293135277569768, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.25, "time": 0.7846895856782794, "total_loss": 1.6443691788372234} {"data_time": 0.016371355392038822, "eta_seconds": 61014.49822260346, "iteration": 191599, "loss_fcos_cls": 0.24495974951423705, "loss_fcos_ctr": 0.6220548860728741, "loss_fcos_loc": 0.19215771555900574, "loss_mask": 0.27280034963041544, "loss_maskiou": 0.006050426643923856, "loss_sem_seg": 0.28278001910075545, "lr": 0.01, "mask_rcnn/accuracy": 0.8884551141885326, "mask_rcnn/false_negative": 0.08603546353591279, "mask_rcnn/false_positive": 0.13060436745670878, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.75, "time": 0.7720179371535778, "total_loss": 1.6485861099499743} {"data_time": 0.01756258960813284, "eta_seconds": 60920.21538052987, "iteration": 191619, "loss_fcos_cls": 0.25487385666929185, "loss_fcos_ctr": 0.6214018119499087, "loss_fcos_loc": 0.20603718177881092, "loss_mask": 0.26261338917538524, "loss_maskiou": 0.005865846906090155, "loss_sem_seg": 0.27562205120921135, "lr": 0.01, "mask_rcnn/accuracy": 0.8815250951571105, "mask_rcnn/false_negative": 0.08750581302530364, "mask_rcnn/false_positive": 0.1235534322754165, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 37.25, "time": 0.7670104531571269, "total_loss": 1.6349215538211865} {"data_time": 0.015433341264724731, "eta_seconds": 60904.67074206378, "iteration": 191639, "loss_fcos_cls": 0.2524724588729441, "loss_fcos_ctr": 0.618470810353756, "loss_fcos_loc": 0.1951990989036858, "loss_mask": 0.2642610836774111, "loss_maskiou": 0.005192064512812067, "loss_sem_seg": 0.2967452513985336, "lr": 0.01, "mask_rcnn/accuracy": 0.8842996867550439, "mask_rcnn/false_negative": 0.10433135183731079, "mask_rcnn/false_positive": 0.129500804167954, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7845000261440873, "total_loss": 1.6433772861637408} {"data_time": 0.015856442973017693, "eta_seconds": 60911.14477994945, "iteration": 191659, "loss_fcos_cls": 0.2540335999801755, "loss_fcos_ctr": 0.6208518748171628, "loss_fcos_loc": 0.1955463879276067, "loss_mask": 0.2823840961791575, "loss_maskiou": 0.005996407817292493, "loss_sem_seg": 0.2811210055369884, "lr": 0.01, "mask_rcnn/accuracy": 0.8886356946624804, "mask_rcnn/false_negative": 0.09674943416459786, "mask_rcnn/false_positive": 0.14153027047354444, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.25, "time": 0.7816411694511771, "total_loss": 1.633977848548966} {"data_time": 0.01738257147371769, "eta_seconds": 60884.276821623556, "iteration": 191679, "loss_fcos_cls": 0.2639933186583221, "loss_fcos_ctr": 0.6216978263109922, "loss_fcos_loc": 0.20323051954619586, "loss_mask": 0.267159653827548, "loss_maskiou": 0.005523688610992394, "loss_sem_seg": 0.308831796515733, "lr": 0.01, "mask_rcnn/accuracy": 0.8852951895043732, "mask_rcnn/false_negative": 0.09596698223065955, "mask_rcnn/false_positive": 0.12532180494010625, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.7732270695269108, "total_loss": 1.6636984536598902} {"data_time": 0.016688824631273746, "eta_seconds": 60846.591776774265, "iteration": 191699, "loss_fcos_cls": 0.2657677369425073, "loss_fcos_ctr": 0.6192695815116167, "loss_fcos_loc": 0.1967001634184271, "loss_mask": 0.2654625317081809, "loss_maskiou": 0.0056259709963342175, "loss_sem_seg": 0.2984492643736303, "lr": 0.01, "mask_rcnn/accuracy": 0.8780683106575964, "mask_rcnn/false_negative": 0.08709353904065543, "mask_rcnn/false_positive": 0.15140360674638356, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 28.0, "time": 0.7682079477235675, "total_loss": 1.6590097014086496} {"data_time": 0.016512316651642323, "eta_seconds": 60837.18398516346, "iteration": 191719, "loss_fcos_cls": 0.25860205362550914, "loss_fcos_ctr": 0.6202762394677848, "loss_fcos_loc": 0.19669380667619407, "loss_mask": 0.26162306824699044, "loss_maskiou": 0.005507032867171802, "loss_sem_seg": 0.26625739177688956, "lr": 0.01, "mask_rcnn/accuracy": 0.8862494648208934, "mask_rcnn/false_negative": 0.09691309853279842, "mask_rcnn/false_positive": 0.1423245476272496, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.25, "time": 0.7811112701892853, "total_loss": 1.598661224510579} {"data_time": 0.015480270609259605, "eta_seconds": 60786.547729519196, "iteration": 191739, "loss_fcos_cls": 0.2622941886074841, "loss_fcos_ctr": 0.6224936940707266, "loss_fcos_loc": 0.2007735134102404, "loss_mask": 0.270066755823791, "loss_maskiou": 0.005689400699338876, "loss_sem_seg": 0.2600324871018529, "lr": 0.01, "mask_rcnn/accuracy": 0.8724711238662131, "mask_rcnn/false_negative": 0.11066445392870797, "mask_rcnn/false_positive": 0.14757477591374946, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.0, "time": 0.7523588361218572, "total_loss": 1.6417869322613114} {"data_time": 0.015837067738175392, "eta_seconds": 60760.16525006108, "iteration": 191759, "loss_fcos_cls": 0.24231355101801455, "loss_fcos_ctr": 0.6195471305400133, "loss_fcos_loc": 0.1980020817136392, "loss_mask": 0.27159772394225, "loss_maskiou": 0.005626489888527431, "loss_sem_seg": 0.2707732825074345, "lr": 0.01, "mask_rcnn/accuracy": 0.8743995163000264, "mask_rcnn/false_negative": 0.09140287932185454, "mask_rcnn/false_positive": 0.15415331909021138, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.75, "time": 0.7792240343987942, "total_loss": 1.6056732917932095} {"data_time": 0.015572212636470795, "eta_seconds": 60724.69129986316, "iteration": 191779, "loss_fcos_cls": 0.24540370155591518, "loss_fcos_ctr": 0.6217186562716961, "loss_fcos_loc": 0.20086043584160507, "loss_mask": 0.2620799522846937, "loss_maskiou": 0.00465817474105279, "loss_sem_seg": 0.288247256539762, "lr": 0.01, "mask_rcnn/accuracy": 0.8904488581146744, "mask_rcnn/false_negative": 0.09117800953264854, "mask_rcnn/false_positive": 0.13814817287624626, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.25, "time": 0.7678641863167286, "total_loss": 1.6318991150619695} {"data_time": 0.016204790212213993, "eta_seconds": 60695.87892562989, "iteration": 191799, "loss_fcos_cls": 0.2481134661938995, "loss_fcos_ctr": 0.6215321440249681, "loss_fcos_loc": 0.20353634702041745, "loss_mask": 0.27038707630708814, "loss_maskiou": 0.005363656629924662, "loss_sem_seg": 0.30205578450113535, "lr": 0.01, "mask_rcnn/accuracy": 0.8834172909670197, "mask_rcnn/false_negative": 0.1262504191842923, "mask_rcnn/false_positive": 0.14172447535992966, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 36.75, "time": 0.7692381525412202, "total_loss": 1.6127707693522098} {"data_time": 0.015335031785070896, "eta_seconds": 60658.49343133066, "iteration": 191819, "loss_fcos_cls": 0.2559221026021987, "loss_fcos_ctr": 0.6222563218325377, "loss_fcos_loc": 0.2014136197976768, "loss_mask": 0.2788121420890093, "loss_maskiou": 0.006073171549360268, "loss_sem_seg": 0.2873174175620079, "lr": 0.01, "mask_rcnn/accuracy": 0.872546880594343, "mask_rcnn/false_negative": 0.11816217215862362, "mask_rcnn/false_positive": 0.16051207771886317, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.25, "time": 0.7593089444562793, "total_loss": 1.662999985361239} {"data_time": 0.016464678570628166, "eta_seconds": 60644.74077592883, "iteration": 191839, "loss_fcos_cls": 0.25861063110642135, "loss_fcos_ctr": 0.6190016875043511, "loss_fcos_loc": 0.18682197656016797, "loss_mask": 0.2641399931162596, "loss_maskiou": 0.005590452870819718, "loss_sem_seg": 0.2939636195078492, "lr": 0.01, "mask_rcnn/accuracy": 0.8910310790151783, "mask_rcnn/false_negative": 0.08207898918104951, "mask_rcnn/false_positive": 0.13515615340170822, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.5, "time": 0.7673165695741773, "total_loss": 1.6120962133136345} {"data_time": 0.016445808112621307, "eta_seconds": 60624.27107918076, "iteration": 191859, "loss_fcos_cls": 0.25954585964791477, "loss_fcos_ctr": 0.6225080862641335, "loss_fcos_loc": 0.21178258035797626, "loss_mask": 0.28089650347828865, "loss_maskiou": 0.005620400435873307, "loss_sem_seg": 0.31129807978868484, "lr": 0.01, "mask_rcnn/accuracy": 0.8770048467730172, "mask_rcnn/false_negative": 0.09353405439477497, "mask_rcnn/false_positive": 0.1553264720649516, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7715505538508296, "total_loss": 1.6874063903815113} {"data_time": 0.018551869317889214, "eta_seconds": 60605.72794570774, "iteration": 191879, "loss_fcos_cls": 0.2616632515564561, "loss_fcos_ctr": 0.6189955756999552, "loss_fcos_loc": 0.20385288260877132, "loss_mask": 0.26323467353358865, "loss_maskiou": 0.0047302988095907494, "loss_sem_seg": 0.28220191528089345, "lr": 0.01, "mask_rcnn/accuracy": 0.8823019207683074, "mask_rcnn/false_negative": 0.11772373307588832, "mask_rcnn/false_positive": 0.13049332663528687, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.5, "time": 0.7808402990922332, "total_loss": 1.6897187773720361} {"data_time": 0.016699173487722874, "eta_seconds": 60593.23780800216, "iteration": 191899, "loss_fcos_cls": 0.2532847330439836, "loss_fcos_ctr": 0.6217579795047641, "loss_fcos_loc": 0.2026181289111264, "loss_mask": 0.26878766249865294, "loss_maskiou": 0.005476908438140526, "loss_sem_seg": 0.28975931368768215, "lr": 0.01, "mask_rcnn/accuracy": 0.8846718460111318, "mask_rcnn/false_negative": 0.08972201079071646, "mask_rcnn/false_positive": 0.13811851231932665, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7767572607845068, "total_loss": 1.6513120162126143} {"data_time": 0.015728482976555824, "eta_seconds": 60561.52644977532, "iteration": 191919, "loss_fcos_cls": 0.24377165106125176, "loss_fcos_ctr": 0.6221369104459882, "loss_fcos_loc": 0.19516670377925038, "loss_mask": 0.2781663276255131, "loss_maskiou": 0.005929930441197939, "loss_sem_seg": 0.29192938189953566, "lr": 0.01, "mask_rcnn/accuracy": 0.8720357244581484, "mask_rcnn/false_negative": 0.11275496808860064, "mask_rcnn/false_positive": 0.15785709261330566, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.0, "time": 0.7638666937127709, "total_loss": 1.6454665188721265} {"data_time": 0.01554097793996334, "eta_seconds": 60559.18036340922, "iteration": 191939, "loss_fcos_cls": 0.25680522015318274, "loss_fcos_ctr": 0.6185281341895461, "loss_fcos_loc": 0.19909258448751643, "loss_mask": 0.2770964354276657, "loss_maskiou": 0.005531740622245707, "loss_sem_seg": 0.30761357164010406, "lr": 0.01, "mask_rcnn/accuracy": 0.8906494913633656, "mask_rcnn/false_negative": 0.0887475496647758, "mask_rcnn/false_positive": 0.13562999908031612, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.0, "time": 0.7540028169751167, "total_loss": 1.6880150051001692} {"data_time": 0.01789059955626726, "eta_seconds": 60497.57820660714, "iteration": 191959, "loss_fcos_cls": 0.2731559472158551, "loss_fcos_ctr": 0.6224740575999022, "loss_fcos_loc": 0.20639783632941544, "loss_mask": 0.27928588166832924, "loss_maskiou": 0.0059881494016735815, "loss_sem_seg": 0.30123769165948033, "lr": 0.01, "mask_rcnn/accuracy": 0.8890283263843172, "mask_rcnn/false_negative": 0.11648489217346879, "mask_rcnn/false_positive": 0.12879485617540354, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 31.75, "time": 0.7677750512957573, "total_loss": 1.6717187232497963} {"data_time": 0.017391519621014595, "eta_seconds": 60513.1977062244, "iteration": 191979, "loss_fcos_cls": 0.2713637915439904, "loss_fcos_ctr": 0.6185793853364885, "loss_fcos_loc": 0.18895490159047768, "loss_mask": 0.27010456193238497, "loss_maskiou": 0.005684893796569668, "loss_sem_seg": 0.29570434940978885, "lr": 0.01, "mask_rcnn/accuracy": 0.9007279055690073, "mask_rcnn/false_negative": 0.09260577429464609, "mask_rcnn/false_positive": 0.12528673093318277, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7858420461416245, "total_loss": 1.6615498737082817} {"data_time": 0.015819096006453037, "eta_seconds": 60479.073753084056, "iteration": 191999, "loss_fcos_cls": 0.2361457699444145, "loss_fcos_ctr": 0.6183004323393106, "loss_fcos_loc": 0.19450213701929897, "loss_mask": 0.27207512967288494, "loss_maskiou": 0.00592231928021647, "loss_sem_seg": 0.2784076218958944, "lr": 0.01, "mask_rcnn/accuracy": 0.8993717106508652, "mask_rcnn/false_negative": 0.08457730181873252, "mask_rcnn/false_positive": 0.1101695399325221, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7757597528398037, "total_loss": 1.6019974456721684} {"data_time": 0.016429541632533073, "eta_seconds": 60482.173649774864, "iteration": 192019, "loss_fcos_cls": 0.25937283667735755, "loss_fcos_ctr": 0.6184377372264862, "loss_fcos_loc": 0.19031401100801304, "loss_mask": 0.27792771719396114, "loss_maskiou": 0.0059935840690741315, "loss_sem_seg": 0.28817050997167826, "lr": 0.01, "mask_rcnn/accuracy": 0.8710419045240474, "mask_rcnn/false_negative": 0.1050064617409098, "mask_rcnn/false_positive": 0.1529762706545695, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 25.25, "time": 0.7752568600699306, "total_loss": 1.63963166285248} {"data_time": 0.017198747023940086, "eta_seconds": 60448.05924108904, "iteration": 192039, "loss_fcos_cls": 0.25436031399294734, "loss_fcos_ctr": 0.6205130312591791, "loss_fcos_loc": 0.20154469390399754, "loss_mask": 0.27022355142980814, "loss_maskiou": 0.005247480541584082, "loss_sem_seg": 0.26945577934384346, "lr": 0.01, "mask_rcnn/accuracy": 0.8980139915514065, "mask_rcnn/false_negative": 0.097983156112211, "mask_rcnn/false_positive": 0.10693821683416513, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.75, "time": 0.7758484147489071, "total_loss": 1.6173967711583828} {"data_time": 0.016713732853531837, "eta_seconds": 60408.289084614255, "iteration": 192059, "loss_fcos_cls": 0.26081517175771296, "loss_fcos_ctr": 0.6240820474922657, "loss_fcos_loc": 0.20858519821194932, "loss_mask": 0.27363459346815944, "loss_maskiou": 0.005471437354572117, "loss_sem_seg": 0.28737480845302343, "lr": 0.01, "mask_rcnn/accuracy": 0.877125850340136, "mask_rcnn/false_negative": 0.07648250308289868, "mask_rcnn/false_positive": 0.14721528647876672, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.25, "time": 0.7732079904526472, "total_loss": 1.6604187216544233} {"data_time": 0.016303974203765392, "eta_seconds": 60392.78805458266, "iteration": 192079, "loss_fcos_cls": 0.2538548887241632, "loss_fcos_ctr": 0.6200025612488389, "loss_fcos_loc": 0.20324629999231547, "loss_mask": 0.2733285138383508, "loss_maskiou": 0.005925906858465169, "loss_sem_seg": 0.28607846703380346, "lr": 0.01, "mask_rcnn/accuracy": 0.8749087703263123, "mask_rcnn/false_negative": 0.09381968612185995, "mask_rcnn/false_positive": 0.15634675883046556, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.25, "time": 0.7833527624607086, "total_loss": 1.657144436845556} {"data_time": 0.017914557829499245, "eta_seconds": 60377.28702455107, "iteration": 192099, "loss_fcos_cls": 0.25109143229201436, "loss_fcos_ctr": 0.6207406809553504, "loss_fcos_loc": 0.20062250061891973, "loss_mask": 0.27021097112447023, "loss_maskiou": 0.005395315332862083, "loss_sem_seg": 0.2608531001023948, "lr": 0.01, "mask_rcnn/accuracy": 0.8820608600583091, "mask_rcnn/false_negative": 0.11303206993028397, "mask_rcnn/false_positive": 0.12904895846165204, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.75, "time": 0.7808109289035201, "total_loss": 1.6384191226461553} {"data_time": 0.016418907791376114, "eta_seconds": 60403.85039597098, "iteration": 192119, "loss_fcos_cls": 0.25228470377624035, "loss_fcos_ctr": 0.6221443396061659, "loss_fcos_loc": 0.20232883549761027, "loss_mask": 0.2598668555729091, "loss_maskiou": 0.00562607440224383, "loss_sem_seg": 0.28621303499676287, "lr": 0.01, "mask_rcnn/accuracy": 0.8923323235544218, "mask_rcnn/false_negative": 0.085807531346479, "mask_rcnn/false_positive": 0.12947956064070615, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.78688008710742, "total_loss": 1.6279482605859812} {"data_time": 0.01493377611041069, "eta_seconds": 60410.21420878265, "iteration": 192139, "loss_fcos_cls": 0.2482092105783522, "loss_fcos_ctr": 0.6202063281089067, "loss_fcos_loc": 0.19160686968825758, "loss_mask": 0.2717246627435088, "loss_maskiou": 0.005547386143007316, "loss_sem_seg": 0.29352959943935275, "lr": 0.01, "mask_rcnn/accuracy": 0.8802073611456778, "mask_rcnn/false_negative": 0.0877248841653544, "mask_rcnn/false_positive": 0.13873275277223157, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.5, "time": 0.7915259702131152, "total_loss": 1.6294185316219227} {"data_time": 0.015023371204733849, "eta_seconds": 60394.6967573734, "iteration": 192159, "loss_fcos_cls": 0.2447167505742982, "loss_fcos_ctr": 0.6207094648852944, "loss_fcos_loc": 0.19219651655294, "loss_mask": 0.2688497267663479, "loss_maskiou": 0.005112881517561618, "loss_sem_seg": 0.2790430560708046, "lr": 0.01, "mask_rcnn/accuracy": 0.8900765399259375, "mask_rcnn/false_negative": 0.08921384360376725, "mask_rcnn/false_positive": 0.15779983286981836, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.0, "time": 0.78955012653023, "total_loss": 1.637815491103538} {"data_time": 0.018641558475792408, "eta_seconds": 60370.65795935225, "iteration": 192179, "loss_fcos_cls": 0.2586061994661577, "loss_fcos_ctr": 0.6187344435602427, "loss_fcos_loc": 0.19202290219254792, "loss_mask": 0.26803919579833746, "loss_maskiou": 0.006704609448206611, "loss_sem_seg": 0.29373040422797203, "lr": 0.01, "mask_rcnn/accuracy": 0.8842933252310359, "mask_rcnn/false_negative": 0.07953774805494675, "mask_rcnn/false_positive": 0.16453968787782045, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.761479077860713, "total_loss": 1.632727819349384} {"data_time": 0.0177981099113822, "eta_seconds": 60366.963033181615, "iteration": 192199, "loss_fcos_cls": 0.25485534174367785, "loss_fcos_ctr": 0.6221653148531914, "loss_fcos_loc": 0.20536721590906382, "loss_mask": 0.2675124788656831, "loss_maskiou": 0.00538020879321266, "loss_sem_seg": 0.30968588357791305, "lr": 0.01, "mask_rcnn/accuracy": 0.8842097800159026, "mask_rcnn/false_negative": 0.09780457439871415, "mask_rcnn/false_positive": 0.13277106189624838, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 38.25, "time": 0.7915333192795515, "total_loss": 1.6584066415962297} {"data_time": 0.017221682704985142, "eta_seconds": 60351.444733151235, "iteration": 192219, "loss_fcos_cls": 0.24958763923496008, "loss_fcos_ctr": 0.6183113092556596, "loss_fcos_loc": 0.18393050064332783, "loss_mask": 0.257817558478564, "loss_maskiou": 0.00513487470743712, "loss_sem_seg": 0.2892461474984884, "lr": 0.01, "mask_rcnn/accuracy": 0.8835717934222842, "mask_rcnn/false_negative": 0.08911661307473732, "mask_rcnn/false_positive": 0.14465283406264406, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 33.25, "time": 0.7820023978129029, "total_loss": 1.6428175698893028} {"data_time": 0.01578870229423046, "eta_seconds": 60335.926433120854, "iteration": 192239, "loss_fcos_cls": 0.2527783471159637, "loss_fcos_ctr": 0.6203260347247124, "loss_fcos_loc": 0.1954202689230442, "loss_mask": 0.2637656405568123, "loss_maskiou": 0.00518258917145431, "loss_sem_seg": 0.2707975208759308, "lr": 0.01, "mask_rcnn/accuracy": 0.8854382573341837, "mask_rcnn/false_negative": 0.08763223088335852, "mask_rcnn/false_positive": 0.15172147371033873, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.7807244434952736, "total_loss": 1.6112742028999492} {"data_time": 0.014993682503700256, "eta_seconds": 60318.86481316108, "iteration": 192259, "loss_fcos_cls": 0.23584669129922986, "loss_fcos_ctr": 0.6185871083289385, "loss_fcos_loc": 0.18157731695100665, "loss_mask": 0.2565760361030698, "loss_maskiou": 0.005825911546708085, "loss_sem_seg": 0.2603862469550222, "lr": 0.01, "mask_rcnn/accuracy": 0.8792971165739023, "mask_rcnn/false_negative": 0.09328828726376215, "mask_rcnn/false_positive": 0.13821147587963484, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.25, "time": 0.776391870342195, "total_loss": 1.5759294383315137} {"data_time": 0.016874777153134346, "eta_seconds": 60304.88983306009, "iteration": 192279, "loss_fcos_cls": 0.23984438320621848, "loss_fcos_ctr": 0.6207313449122012, "loss_fcos_loc": 0.19952481146901846, "loss_mask": 0.26718633249402046, "loss_maskiou": 0.005603783494734671, "loss_sem_seg": 0.27181844552978873, "lr": 0.01, "mask_rcnn/accuracy": 0.8797561005980097, "mask_rcnn/false_negative": 0.10874188520707173, "mask_rcnn/false_positive": 0.16523458675074174, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7790090702474117, "total_loss": 1.6231202622875571} {"data_time": 0.016018413938581944, "eta_seconds": 60289.37153302971, "iteration": 192299, "loss_fcos_cls": 0.24453556502703577, "loss_fcos_ctr": 0.6200754633173347, "loss_fcos_loc": 0.2034460316062905, "loss_mask": 0.2655822103843093, "loss_maskiou": 0.004869398777373135, "loss_sem_seg": 0.25339403143152595, "lr": 0.01, "mask_rcnn/accuracy": 0.880619139547711, "mask_rcnn/false_negative": 0.11218587880190137, "mask_rcnn/false_positive": 0.11790255495185405, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7689187722280622, "total_loss": 1.588395992293954} {"data_time": 0.01713637448847294, "eta_seconds": 60310.358769991435, "iteration": 192319, "loss_fcos_cls": 0.2490328208077699, "loss_fcos_ctr": 0.6184855531901121, "loss_fcos_loc": 0.18886854429729283, "loss_mask": 0.26406282000243664, "loss_maskiou": 0.0057107084248855244, "loss_sem_seg": 0.23158691613934934, "lr": 0.01, "mask_rcnn/accuracy": 0.9073008891056422, "mask_rcnn/false_negative": 0.07223921438728043, "mask_rcnn/false_positive": 0.12291565247218492, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.7829604474827647, "total_loss": 1.590160627176374} {"data_time": 0.01649370137602091, "eta_seconds": 60277.361606966704, "iteration": 192339, "loss_fcos_cls": 0.24894046573899686, "loss_fcos_ctr": 0.6180977295152843, "loss_fcos_loc": 0.1950532894115895, "loss_mask": 0.27164065185934305, "loss_maskiou": 0.005977069631626364, "loss_sem_seg": 0.29013376496732235, "lr": 0.01, "mask_rcnn/accuracy": 0.8885535439714046, "mask_rcnn/false_negative": 0.09985896963430503, "mask_rcnn/false_positive": 0.12505542614750698, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7742476295679808, "total_loss": 1.6011364142832463} {"data_time": 0.014466674998402596, "eta_seconds": 60244.44206281379, "iteration": 192359, "loss_fcos_cls": 0.24177818442694843, "loss_fcos_ctr": 0.6184001248329878, "loss_fcos_loc": 0.198057439585682, "loss_mask": 0.25557821057736874, "loss_maskiou": 0.005777089376351796, "loss_sem_seg": 0.26567470328882337, "lr": 0.01, "mask_rcnn/accuracy": 0.8889951814058956, "mask_rcnn/false_negative": 0.09481312012042994, "mask_rcnn/false_positive": 0.1560392543961832, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.25, "time": 0.7630765438079834, "total_loss": 1.6074037689395482} {"data_time": 0.01637443248182535, "eta_seconds": 60228.923344079405, "iteration": 192379, "loss_fcos_cls": 0.2521867349278182, "loss_fcos_ctr": 0.6195034924894571, "loss_fcos_loc": 0.18490515649318695, "loss_mask": 0.26325184665620327, "loss_maskiou": 0.004730140644824132, "loss_sem_seg": 0.27174734929576516, "lr": 0.01, "mask_rcnn/accuracy": 0.8923221820373719, "mask_rcnn/false_negative": 0.07563471374163318, "mask_rcnn/false_positive": 0.14730809922819332, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.0, "time": 0.7762757185846567, "total_loss": 1.6145008398161735} {"data_time": 0.015454464592039585, "eta_seconds": 60204.27174018603, "iteration": 192399, "loss_fcos_cls": 0.24330543749965727, "loss_fcos_ctr": 0.6191548760980368, "loss_fcos_loc": 0.18740392138715833, "loss_mask": 0.26412431988865137, "loss_maskiou": 0.005007445171941072, "loss_sem_seg": 0.2800083043985069, "lr": 0.01, "mask_rcnn/accuracy": 0.8872388703957192, "mask_rcnn/false_negative": 0.09423184174494093, "mask_rcnn/false_positive": 0.1317825766189499, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 21.5, "time": 0.7511376580223441, "total_loss": 1.5891086012416054} {"data_time": 0.01586058922111988, "eta_seconds": 60171.172912132926, "iteration": 192419, "loss_fcos_cls": 0.24964923039078712, "loss_fcos_ctr": 0.6180220814421773, "loss_fcos_loc": 0.18799438909627497, "loss_mask": 0.2652111202478409, "loss_maskiou": 0.004999890006729402, "loss_sem_seg": 0.2607371383346617, "lr": 0.01, "mask_rcnn/accuracy": 0.8780017143843839, "mask_rcnn/false_negative": 0.09124395172333738, "mask_rcnn/false_positive": 0.16263534693994686, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.5, "time": 0.7694853590801358, "total_loss": 1.59181885435828} {"data_time": 0.016469744965434074, "eta_seconds": 60149.130881531164, "iteration": 192439, "loss_fcos_cls": 0.24130183109082282, "loss_fcos_ctr": 0.6194399890955538, "loss_fcos_loc": 0.19596010306850076, "loss_mask": 0.2578305094502866, "loss_maskiou": 0.005284501316054957, "loss_sem_seg": 0.2834724304266274, "lr": 0.01, "mask_rcnn/accuracy": 0.8643411257945801, "mask_rcnn/false_negative": 0.10515965719399006, "mask_rcnn/false_positive": 0.14844611687534948, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.25, "time": 0.784484576433897, "total_loss": 1.6247815458555124} {"data_time": 0.0176672525703907, "eta_seconds": 60117.059077112004, "iteration": 192459, "loss_fcos_cls": 0.24264379346277565, "loss_fcos_ctr": 0.6176996203139424, "loss_fcos_loc": 0.1920778740895912, "loss_mask": 0.2662881799042225, "loss_maskiou": 0.005388447490986437, "loss_sem_seg": 0.2904122853651643, "lr": 0.01, "mask_rcnn/accuracy": 0.8784434397328725, "mask_rcnn/false_negative": 0.08900951104842558, "mask_rcnn/false_positive": 0.14794607406804217, "roi_head/num_bg_samples": 77.5, "roi_head/num_fg_samples": 29.25, "time": 0.7587095815688372, "total_loss": 1.6232971221725165} {"data_time": 0.015259303152561188, "eta_seconds": 60136.201073640026, "iteration": 192479, "loss_fcos_cls": 0.2581017066258937, "loss_fcos_ctr": 0.6209695758298039, "loss_fcos_loc": 0.20167676103301346, "loss_mask": 0.272419985383749, "loss_maskiou": 0.0052412257209653035, "loss_sem_seg": 0.27770997397601604, "lr": 0.01, "mask_rcnn/accuracy": 0.8683222192385727, "mask_rcnn/false_negative": 0.08653835511821359, "mask_rcnn/false_positive": 0.14811933218429174, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.25, "time": 0.7808469505980611, "total_loss": 1.6477681087344536} {"data_time": 0.016226952895522118, "eta_seconds": 60086.04732380621, "iteration": 192499, "loss_fcos_cls": 0.24488272867165506, "loss_fcos_ctr": 0.6193931922316551, "loss_fcos_loc": 0.19161589909344912, "loss_mask": 0.2625926206819713, "loss_maskiou": 0.0051031588518526405, "loss_sem_seg": 0.2567256423062645, "lr": 0.01, "mask_rcnn/accuracy": 0.8826505076505076, "mask_rcnn/false_negative": 0.10998359953533439, "mask_rcnn/false_positive": 0.12819962709265847, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.75, "time": 0.7684649517759681, "total_loss": 1.5770743894245243} {"data_time": 0.016869930550456047, "eta_seconds": 60037.541614042595, "iteration": 192519, "loss_fcos_cls": 0.2510605691932142, "loss_fcos_ctr": 0.6167716635391116, "loss_fcos_loc": 0.1959097741637379, "loss_mask": 0.27722876984626055, "loss_maskiou": 0.005683651252184063, "loss_sem_seg": 0.2606085832230747, "lr": 0.01, "mask_rcnn/accuracy": 0.8713516364186007, "mask_rcnn/false_negative": 0.11755389445836206, "mask_rcnn/false_positive": 0.13622523572636272, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.5, "time": 0.7707198765128851, "total_loss": 1.599864150470239} {"data_time": 0.017330177128314972, "eta_seconds": 60022.04425556399, "iteration": 192539, "loss_fcos_cls": 0.24421386409085244, "loss_fcos_ctr": 0.6184213375672698, "loss_fcos_loc": 0.18438692390918732, "loss_mask": 0.2587654097005725, "loss_maskiou": 0.004956559154379647, "loss_sem_seg": 0.2718831980600953, "lr": 0.01, "mask_rcnn/accuracy": 0.8894355155855446, "mask_rcnn/false_negative": 0.10778008294496222, "mask_rcnn/false_positive": 0.12171613295941729, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.75, "time": 0.7634370857849717, "total_loss": 1.5826564589879126} {"data_time": 0.016122369095683098, "eta_seconds": 59984.71532862354, "iteration": 192559, "loss_fcos_cls": 0.24219594965688884, "loss_fcos_ctr": 0.6224722824990749, "loss_fcos_loc": 0.20932778768474236, "loss_mask": 0.28585844207555056, "loss_maskiou": 0.0060870335073559545, "loss_sem_seg": 0.27162154158577323, "lr": 0.01, "mask_rcnn/accuracy": 0.8620615705610504, "mask_rcnn/false_negative": 0.10497850340484796, "mask_rcnn/false_positive": 0.14271163208693866, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 31.75, "time": 0.7884134752675891, "total_loss": 1.638163231240469} {"data_time": 0.016306521371006966, "eta_seconds": 59924.586952549405, "iteration": 192579, "loss_fcos_cls": 0.2548504362348467, "loss_fcos_ctr": 0.6184985404834151, "loss_fcos_loc": 0.1882778205908835, "loss_mask": 0.26021535880863667, "loss_maskiou": 0.005409307086665649, "loss_sem_seg": 0.24246876197867095, "lr": 0.01, "mask_rcnn/accuracy": 0.8959329126387396, "mask_rcnn/false_negative": 0.08766306374584915, "mask_rcnn/false_positive": 0.0936357051851974, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.763091828674078, "total_loss": 1.589088099412038} {"data_time": 0.015646464191377163, "eta_seconds": 59913.977206407115, "iteration": 192599, "loss_fcos_cls": 0.25268640695139766, "loss_fcos_ctr": 0.6194422794505954, "loss_fcos_loc": 0.1906177500495687, "loss_mask": 0.264496314805001, "loss_maskiou": 0.005485387016960885, "loss_sem_seg": 0.2849662178196013, "lr": 0.01, "mask_rcnn/accuracy": 0.8869916518194579, "mask_rcnn/false_negative": 0.07636080109575087, "mask_rcnn/false_positive": 0.16050617900601669, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.25, "time": 0.7719476288184524, "total_loss": 1.6407684688965674} {"data_time": 0.017187513411045074, "eta_seconds": 59938.2401679242, "iteration": 192619, "loss_fcos_cls": 0.261891626752913, "loss_fcos_ctr": 0.6173809319734573, "loss_fcos_loc": 0.1893306311685592, "loss_mask": 0.26710006035864353, "loss_maskiou": 0.00560457897518063, "loss_sem_seg": 0.27801656164228916, "lr": 0.01, "mask_rcnn/accuracy": 0.8957901879963808, "mask_rcnn/false_negative": 0.08221561650422793, "mask_rcnn/false_positive": 0.11876248153350216, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7865864457562566, "total_loss": 1.6179974874685286} {"data_time": 0.015226434916257858, "eta_seconds": 59887.89981666114, "iteration": 192639, "loss_fcos_cls": 0.23683560849167407, "loss_fcos_ctr": 0.6164546487852931, "loss_fcos_loc": 0.18666652718093246, "loss_mask": 0.2633558907546103, "loss_maskiou": 0.005382901814300567, "loss_sem_seg": 0.2434933348558843, "lr": 0.01, "mask_rcnn/accuracy": 0.8951677514206423, "mask_rcnn/false_negative": 0.07631987133477788, "mask_rcnn/false_positive": 0.13543845461468113, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.75, "time": 0.7620000196620822, "total_loss": 1.5556200862010883} {"data_time": 0.016336171887815, "eta_seconds": 59851.723197692074, "iteration": 192659, "loss_fcos_cls": 0.2516658791573718, "loss_fcos_ctr": 0.620590815320611, "loss_fcos_loc": 0.1984528643079102, "loss_mask": 0.26122442074120045, "loss_maskiou": 0.005447293762699701, "loss_sem_seg": 0.2647090882528573, "lr": 0.01, "mask_rcnn/accuracy": 0.8874991401054804, "mask_rcnn/false_negative": 0.10135216361644311, "mask_rcnn/false_positive": 0.12525755413304773, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.75, "time": 0.7613330706954002, "total_loss": 1.6106557168131985} {"data_time": 0.01459027361124754, "eta_seconds": 59825.15430378448, "iteration": 192679, "loss_fcos_cls": 0.24031010339967906, "loss_fcos_ctr": 0.6192823266610503, "loss_fcos_loc": 0.19495604606345296, "loss_mask": 0.2584402868524194, "loss_maskiou": 0.005198455401114188, "loss_sem_seg": 0.24924143217504025, "lr": 0.01, "mask_rcnn/accuracy": 0.8720107661708751, "mask_rcnn/false_negative": 0.10328896773131967, "mask_rcnn/false_positive": 0.16363583687874672, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.5, "time": 0.7630960810929537, "total_loss": 1.5926286236644955} {"data_time": 0.016414586454629898, "eta_seconds": 59836.56996721588, "iteration": 192699, "loss_fcos_cls": 0.25605610432103276, "loss_fcos_ctr": 0.6215342534705997, "loss_fcos_loc": 0.20319112803554162, "loss_mask": 0.2686831271275878, "loss_maskiou": 0.005628622049698606, "loss_sem_seg": 0.3166552799521014, "lr": 0.01, "mask_rcnn/accuracy": 0.8934976588037813, "mask_rcnn/false_negative": 0.10017404998576034, "mask_rcnn/false_positive": 0.12410303785398691, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.0, "time": 0.7934561045840383, "total_loss": 1.663964754610788} {"data_time": 0.01665326952934265, "eta_seconds": 59813.57210668642, "iteration": 192719, "loss_fcos_cls": 0.24258644646033645, "loss_fcos_ctr": 0.6215340541675687, "loss_fcos_loc": 0.19878938025794923, "loss_mask": 0.2666189903393388, "loss_maskiou": 0.005103656934807077, "loss_sem_seg": 0.25934253679588437, "lr": 0.01, "mask_rcnn/accuracy": 0.8643963982306537, "mask_rcnn/false_negative": 0.12117949245577084, "mask_rcnn/false_positive": 0.15359458999108094, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.0, "time": 0.7757952427491546, "total_loss": 1.5957375230209436} {"data_time": 0.019764188677072525, "eta_seconds": 59810.48626226466, "iteration": 192739, "loss_fcos_cls": 0.2422117559472099, "loss_fcos_ctr": 0.6175725497305393, "loss_fcos_loc": 0.19518993550445884, "loss_mask": 0.2667797692120075, "loss_maskiou": 0.005024585778301116, "loss_sem_seg": 0.2671172162517905, "lr": 0.01, "mask_rcnn/accuracy": 0.8911595963767442, "mask_rcnn/false_negative": 0.08721683086477168, "mask_rcnn/false_positive": 0.13028035270661542, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.0, "time": 0.7767395507544279, "total_loss": 1.598619224903814} {"data_time": 0.015343116596341133, "eta_seconds": 59785.26524847094, "iteration": 192759, "loss_fcos_cls": 0.2650040121516213, "loss_fcos_ctr": 0.6206479696556926, "loss_fcos_loc": 0.20267769182100892, "loss_mask": 0.265571222640574, "loss_maskiou": 0.005365843899198808, "loss_sem_seg": 0.2696770210750401, "lr": 0.01, "mask_rcnn/accuracy": 0.890190090204514, "mask_rcnn/false_negative": 0.09732699637988687, "mask_rcnn/false_positive": 0.15387686577399812, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7618431067094207, "total_loss": 1.61069294277695} {"data_time": 0.015441760420799255, "eta_seconds": 59767.133598820306, "iteration": 192779, "loss_fcos_cls": 0.23728702985681593, "loss_fcos_ctr": 0.6190915564075112, "loss_fcos_loc": 0.18366420303937048, "loss_mask": 0.2564163878560066, "loss_maskiou": 0.0049536675433046184, "loss_sem_seg": 0.2538799927569926, "lr": 0.01, "mask_rcnn/accuracy": 0.8929004472159234, "mask_rcnn/false_negative": 0.08103474588253144, "mask_rcnn/false_positive": 0.12284884922265418, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7592985033988953, "total_loss": 1.5687785394329694} {"data_time": 0.01992587000131607, "eta_seconds": 59754.304869786836, "iteration": 192799, "loss_fcos_cls": 0.24626736715435982, "loss_fcos_ctr": 0.6193960942327976, "loss_fcos_loc": 0.19185000634752214, "loss_mask": 0.25208747014403343, "loss_maskiou": 0.005229131071246229, "loss_sem_seg": 0.27817800967022777, "lr": 0.01, "mask_rcnn/accuracy": 0.8794400950035186, "mask_rcnn/false_negative": 0.09781977823646462, "mask_rcnn/false_positive": 0.12758861572077185, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.25, "time": 0.7737237280234694, "total_loss": 1.5962713009794243} {"data_time": 0.01651398092508316, "eta_seconds": 59823.7393061528, "iteration": 192819, "loss_fcos_cls": 0.24183082615491003, "loss_fcos_ctr": 0.6185261849313974, "loss_fcos_loc": 0.1977014240110293, "loss_mask": 0.26071078423410654, "loss_maskiou": 0.0053504951793001965, "loss_sem_seg": 0.25421078968793154, "lr": 0.01, "mask_rcnn/accuracy": 0.8986865530755628, "mask_rcnn/false_negative": 0.11694735838422377, "mask_rcnn/false_positive": 0.09987988117068444, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.5, "time": 0.7857897449284792, "total_loss": 1.6378589846208342} {"data_time": 0.015651327557861805, "eta_seconds": 59809.096004796214, "iteration": 192839, "loss_fcos_cls": 0.25932625657878816, "loss_fcos_ctr": 0.6207324806600809, "loss_fcos_loc": 0.19371639424934983, "loss_mask": 0.25879269279539585, "loss_maskiou": 0.005466027418151498, "loss_sem_seg": 0.2917460179887712, "lr": 0.01, "mask_rcnn/accuracy": 0.8964716031691127, "mask_rcnn/false_negative": 0.09136566109061459, "mask_rcnn/false_positive": 0.11460923576521088, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.75, "time": 0.7720215413719416, "total_loss": 1.6404132804673281} {"data_time": 0.017407523468136787, "eta_seconds": 59820.60014910158, "iteration": 192859, "loss_fcos_cls": 0.24984079040586948, "loss_fcos_ctr": 0.6208579866215587, "loss_fcos_loc": 0.1999315284192562, "loss_mask": 0.2695904113352299, "loss_maskiou": 0.004931613984808791, "loss_sem_seg": 0.2953752325847745, "lr": 0.01, "mask_rcnn/accuracy": 0.8619071693848479, "mask_rcnn/false_negative": 0.11457730424030427, "mask_rcnn/false_positive": 0.1566804857559343, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 44.5, "time": 0.7810985902324319, "total_loss": 1.6527523722470505} {"data_time": 0.017048515379428864, "eta_seconds": 59805.0907312436, "iteration": 192879, "loss_fcos_cls": 0.26200623880140483, "loss_fcos_ctr": 0.6200212761759758, "loss_fcos_loc": 0.20180109632201493, "loss_mask": 0.28460827097296715, "loss_maskiou": 0.00590056801593164, "loss_sem_seg": 0.2828074232675135, "lr": 0.01, "mask_rcnn/accuracy": 0.8812369577286825, "mask_rcnn/false_negative": 0.0887099312128036, "mask_rcnn/false_positive": 0.12762631954403136, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.25, "time": 0.7937264032661915, "total_loss": 1.6559554896666668} {"data_time": 0.016524157486855984, "eta_seconds": 59775.2341351714, "iteration": 192899, "loss_fcos_cls": 0.2598951436812058, "loss_fcos_ctr": 0.6192867811769247, "loss_fcos_loc": 0.18951952597126365, "loss_mask": 0.2578210411593318, "loss_maskiou": 0.005095356478705071, "loss_sem_seg": 0.25270762434229255, "lr": 0.01, "mask_rcnn/accuracy": 0.8835349217259567, "mask_rcnn/false_negative": 0.0939430443193533, "mask_rcnn/false_positive": 0.15703359081966894, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7671293551102281, "total_loss": 1.5716336139594205} {"data_time": 0.017823053523898125, "eta_seconds": 59778.1791327009, "iteration": 192919, "loss_fcos_cls": 0.2529186955653131, "loss_fcos_ctr": 0.6204374553635716, "loss_fcos_loc": 0.20114563853712752, "loss_mask": 0.2720102723687887, "loss_maskiou": 0.005700819434423465, "loss_sem_seg": 0.2673952283221297, "lr": 0.01, "mask_rcnn/accuracy": 0.879601948020114, "mask_rcnn/false_negative": 0.1035645467283346, "mask_rcnn/false_positive": 0.15426520075671085, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.75, "time": 0.7923891134560108, "total_loss": 1.602132584011997} {"data_time": 0.016542533412575722, "eta_seconds": 59784.163718344644, "iteration": 192939, "loss_fcos_cls": 0.2574692976195365, "loss_fcos_ctr": 0.6224341858178377, "loss_fcos_loc": 0.20054527302272618, "loss_mask": 0.2727477950975299, "loss_maskiou": 0.005583799051237293, "loss_sem_seg": 0.28077513282187283, "lr": 0.01, "mask_rcnn/accuracy": 0.8893644957983193, "mask_rcnn/false_negative": 0.08633866425636116, "mask_rcnn/false_positive": 0.12447482526006547, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.75, "time": 0.787598573602736, "total_loss": 1.6361669511570653} {"data_time": 0.018321039155125618, "eta_seconds": 59809.44995660614, "iteration": 192959, "loss_fcos_cls": 0.2475351745961234, "loss_fcos_ctr": 0.6203205604106188, "loss_fcos_loc": 0.19275787915103137, "loss_mask": 0.26542655657976866, "loss_maskiou": 0.00529511355489376, "loss_sem_seg": 0.26786292996257544, "lr": 0.01, "mask_rcnn/accuracy": 0.9019586095307688, "mask_rcnn/false_negative": 0.06833853978079611, "mask_rcnn/false_positive": 0.12812689192898835, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.25, "time": 0.7766015632078052, "total_loss": 1.6058391214974108} {"data_time": 0.015832016244530678, "eta_seconds": 59773.67611121293, "iteration": 192979, "loss_fcos_cls": 0.2612660708837211, "loss_fcos_ctr": 0.6225752676837146, "loss_fcos_loc": 0.20543457538587973, "loss_mask": 0.28033450432121754, "loss_maskiou": 0.00650334516831208, "loss_sem_seg": 0.29160369792953134, "lr": 0.01, "mask_rcnn/accuracy": 0.8707727893751436, "mask_rcnn/false_negative": 0.09650433691228646, "mask_rcnn/false_positive": 0.15539202811968122, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.5, "time": 0.7735853428021073, "total_loss": 1.6594712378719123} {"data_time": 0.01483145821839571, "eta_seconds": 59737.61553154327, "iteration": 192999, "loss_fcos_cls": 0.25604966888204217, "loss_fcos_ctr": 0.6173834595829248, "loss_fcos_loc": 0.18553807493299246, "loss_mask": 0.24847604567185044, "loss_maskiou": 0.0048185666964855045, "loss_sem_seg": 0.2599518457427621, "lr": 0.01, "mask_rcnn/accuracy": 0.8842411878126164, "mask_rcnn/false_negative": 0.09239749358029106, "mask_rcnn/false_positive": 0.13790706498048189, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.0, "time": 0.7667239084839821, "total_loss": 1.6080287295771996} {"data_time": 0.01730639860033989, "eta_seconds": 59744.22055374645, "iteration": 193019, "loss_fcos_cls": 0.25397943099960685, "loss_fcos_ctr": 0.616797897964716, "loss_fcos_loc": 0.18592323700431734, "loss_mask": 0.2719343053176999, "loss_maskiou": 0.0060218889120733365, "loss_sem_seg": 0.28636596142314374, "lr": 0.01, "mask_rcnn/accuracy": 0.8750588806156501, "mask_rcnn/false_negative": 0.08203241551304175, "mask_rcnn/false_positive": 0.1356082197440256, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.0, "time": 0.7850422458723187, "total_loss": 1.607115877828619} {"data_time": 0.0162541214376688, "eta_seconds": 59747.343338097446, "iteration": 193039, "loss_fcos_cls": 0.2601242488017306, "loss_fcos_ctr": 0.618496285751462, "loss_fcos_loc": 0.19389247836079448, "loss_mask": 0.2767283972352743, "loss_maskiou": 0.0052338186505949125, "loss_sem_seg": 0.2898575887084007, "lr": 0.01, "mask_rcnn/accuracy": 0.8901990246856318, "mask_rcnn/false_negative": 0.09209333606065628, "mask_rcnn/false_positive": 0.1261210331215223, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.0, "time": 0.7828066134825349, "total_loss": 1.658186901724548} {"data_time": 0.015711569227278233, "eta_seconds": 59759.39842370991, "iteration": 193059, "loss_fcos_cls": 0.26131401932798326, "loss_fcos_ctr": 0.6207704832777381, "loss_fcos_loc": 0.19907806534320116, "loss_mask": 0.27843794878572226, "loss_maskiou": 0.005442148161819205, "loss_sem_seg": 0.29132701782509685, "lr": 0.01, "mask_rcnn/accuracy": 0.8762223639455782, "mask_rcnn/false_negative": 0.10126783741784548, "mask_rcnn/false_positive": 0.1416064555940264, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 35.0, "time": 0.7993586733937263, "total_loss": 1.639896781562129} {"data_time": 0.015349941328167915, "eta_seconds": 59753.4368326664, "iteration": 193079, "loss_fcos_cls": 0.2660919753834605, "loss_fcos_ctr": 0.6213903399184346, "loss_fcos_loc": 0.20778804121073335, "loss_mask": 0.2677119094878435, "loss_maskiou": 0.005742619774537161, "loss_sem_seg": 0.3171203676611185, "lr": 0.01, "mask_rcnn/accuracy": 0.8701367549860854, "mask_rcnn/false_negative": 0.11153053595606503, "mask_rcnn/false_positive": 0.15060791936659482, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7836578190326691, "total_loss": 1.6896982037869748} {"data_time": 0.01612477656453848, "eta_seconds": 59737.90051960945, "iteration": 193099, "loss_fcos_cls": 0.27647761336993426, "loss_fcos_ctr": 0.6202518539503217, "loss_fcos_loc": 0.20362628321163356, "loss_mask": 0.2755208062008023, "loss_maskiou": 0.005461727050715126, "loss_sem_seg": 0.30093466653488576, "lr": 0.01, "mask_rcnn/accuracy": 0.8879748798015448, "mask_rcnn/false_negative": 0.0804951012378995, "mask_rcnn/false_positive": 0.14335556820425216, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.7771728569641709, "total_loss": 1.696138016108307} {"data_time": 0.016713229939341545, "eta_seconds": 59712.796951082535, "iteration": 193119, "loss_fcos_cls": 0.26375433383509517, "loss_fcos_ctr": 0.6164830988273025, "loss_fcos_loc": 0.19041003787424415, "loss_mask": 0.26950992830097675, "loss_maskiou": 0.005808922360301949, "loss_sem_seg": 0.28702046372927725, "lr": 0.01, "mask_rcnn/accuracy": 0.888383334856899, "mask_rcnn/false_negative": 0.09045548293917668, "mask_rcnn/false_positive": 0.14854649089172917, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 28.0, "time": 0.7816561330109835, "total_loss": 1.6318527483890648} {"data_time": 0.01798657514154911, "eta_seconds": 59669.710064961575, "iteration": 193139, "loss_fcos_cls": 0.26188046345487237, "loss_fcos_ctr": 0.6239062631502748, "loss_fcos_loc": 0.19827089249156415, "loss_mask": 0.269196598790586, "loss_maskiou": 0.005280621713609435, "loss_sem_seg": 0.2948559490032494, "lr": 0.01, "mask_rcnn/accuracy": 0.8956969712226996, "mask_rcnn/false_negative": 0.06588607282024353, "mask_rcnn/false_positive": 0.16452336335043552, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.779717163182795, "total_loss": 1.6734585937083466} {"data_time": 0.017354020848870277, "eta_seconds": 59633.9835377587, "iteration": 193159, "loss_fcos_cls": 0.25363152066711336, "loss_fcos_ctr": 0.6168215498328209, "loss_fcos_loc": 0.19472169829532504, "loss_mask": 0.2708953144028783, "loss_maskiou": 0.005715771912946366, "loss_sem_seg": 0.289728497620672, "lr": 0.01, "mask_rcnn/accuracy": 0.8645933828076685, "mask_rcnn/false_negative": 0.11580650578588622, "mask_rcnn/false_positive": 0.14110982731237737, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7807045662775636, "total_loss": 1.6470215808440116} {"data_time": 0.01648457907140255, "eta_seconds": 59657.70843723044, "iteration": 193179, "loss_fcos_cls": 0.24742865620646626, "loss_fcos_ctr": 0.6191602908074856, "loss_fcos_loc": 0.1934170350432396, "loss_mask": 0.271611250936985, "loss_maskiou": 0.005770772986579686, "loss_sem_seg": 0.2877131709828973, "lr": 0.01, "mask_rcnn/accuracy": 0.8709369370277755, "mask_rcnn/false_negative": 0.11363079149866336, "mask_rcnn/false_positive": 0.15345479390890848, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7882612068206072, "total_loss": 1.6411074298084714} {"data_time": 0.015696844086050987, "eta_seconds": 59580.165631551296, "iteration": 193199, "loss_fcos_cls": 0.2653980158502236, "loss_fcos_ctr": 0.6200924878939986, "loss_fcos_loc": 0.20827412279322743, "loss_mask": 0.25587107241153717, "loss_maskiou": 0.005033988869399764, "loss_sem_seg": 0.2816607663407922, "lr": 0.01, "mask_rcnn/accuracy": 0.8953964887359798, "mask_rcnn/false_negative": 0.09120050896942583, "mask_rcnn/false_positive": 0.11696132247738739, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.0, "time": 0.7711915373802185, "total_loss": 1.6385128238325706} {"data_time": 0.015969120897352695, "eta_seconds": 59581.85360238422, "iteration": 193219, "loss_fcos_cls": 0.2645397128071636, "loss_fcos_ctr": 0.6195449223741889, "loss_fcos_loc": 0.1969712128629908, "loss_mask": 0.27962387911975384, "loss_maskiou": 0.0056568755899206735, "loss_sem_seg": 0.27298376825638115, "lr": 0.01, "mask_rcnn/accuracy": 0.8800157356412274, "mask_rcnn/false_negative": 0.09538468673336822, "mask_rcnn/false_positive": 0.15851243983448987, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7860259534791112, "total_loss": 1.652842723095091} {"data_time": 0.017740659415721893, "eta_seconds": 59566.33365510497, "iteration": 193239, "loss_fcos_cls": 0.2608692677458748, "loss_fcos_ctr": 0.6201034858822823, "loss_fcos_loc": 0.20375642913859338, "loss_mask": 0.2767794104292989, "loss_maskiou": 0.005150103974301601, "loss_sem_seg": 0.28283056104555726, "lr": 0.01, "mask_rcnn/accuracy": 0.8779665611889356, "mask_rcnn/false_negative": 0.11312232075884585, "mask_rcnn/false_positive": 0.13187039744541745, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.75, "time": 0.7847468862310052, "total_loss": 1.6484090044832556} {"data_time": 0.015559126622974873, "eta_seconds": 59550.81370782573, "iteration": 193259, "loss_fcos_cls": 0.24157179798930883, "loss_fcos_ctr": 0.6228846404701471, "loss_fcos_loc": 0.20022274006623775, "loss_mask": 0.2746354155242443, "loss_maskiou": 0.005387253477238119, "loss_sem_seg": 0.2805981342680752, "lr": 0.01, "mask_rcnn/accuracy": 0.8802165096807955, "mask_rcnn/false_negative": 0.09850924259390353, "mask_rcnn/false_positive": 0.13373916239198708, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7749875485897064, "total_loss": 1.6384325761027867} {"data_time": 0.017711278051137924, "eta_seconds": 59538.89658470452, "iteration": 193279, "loss_fcos_cls": 0.25697654800023884, "loss_fcos_ctr": 0.6211235960945487, "loss_fcos_loc": 0.19844613480381668, "loss_mask": 0.2717913566157222, "loss_maskiou": 0.005133057580678724, "loss_sem_seg": 0.25718240765854716, "lr": 0.01, "mask_rcnn/accuracy": 0.8725297080857659, "mask_rcnn/false_negative": 0.10669136795057836, "mask_rcnn/false_positive": 0.14098992399012916, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.0, "time": 0.7805535886436701, "total_loss": 1.6050780789882992} {"data_time": 0.017605384811758995, "eta_seconds": 59523.37569822371, "iteration": 193299, "loss_fcos_cls": 0.2588639030000195, "loss_fcos_ctr": 0.6212152242660522, "loss_fcos_loc": 0.19471406028605998, "loss_mask": 0.26988859474658966, "loss_maskiou": 0.005471233307616785, "loss_sem_seg": 0.3032287498936057, "lr": 0.01, "mask_rcnn/accuracy": 0.8762451409135084, "mask_rcnn/false_negative": 0.102136527219373, "mask_rcnn/false_positive": 0.1452774826343991, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7690275954082608, "total_loss": 1.6389481992227957} {"data_time": 0.01671536359935999, "eta_seconds": 59470.954169574194, "iteration": 193319, "loss_fcos_cls": 0.2482776844408363, "loss_fcos_ctr": 0.6204197215847671, "loss_fcos_loc": 0.2044921435881406, "loss_mask": 0.288570792414248, "loss_maskiou": 0.006308306641585659, "loss_sem_seg": 0.2615752979181707, "lr": 0.01, "mask_rcnn/accuracy": 0.8699680156153371, "mask_rcnn/false_negative": 0.09421073153167372, "mask_rcnn/false_positive": 0.16168974263961952, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.0, "time": 0.7782785333693027, "total_loss": 1.6492989260004833} {"data_time": 0.01724027283489704, "eta_seconds": 59455.44290754851, "iteration": 193339, "loss_fcos_cls": 0.2499491183552891, "loss_fcos_ctr": 0.619207656942308, "loss_fcos_loc": 0.19027969805756584, "loss_mask": 0.271762041375041, "loss_maskiou": 0.005233972471614834, "loss_sem_seg": 0.29580877581611276, "lr": 0.01, "mask_rcnn/accuracy": 0.9097804300291545, "mask_rcnn/false_negative": 0.08360614217434685, "mask_rcnn/false_positive": 0.13224725791332143, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7750379238277674, "total_loss": 1.633036147984967} {"data_time": 0.015575253404676914, "eta_seconds": 59476.813038781285, "iteration": 193359, "loss_fcos_cls": 0.24611655296757817, "loss_fcos_ctr": 0.6191042838618159, "loss_fcos_loc": 0.19559120805934072, "loss_mask": 0.2663965681567788, "loss_maskiou": 0.005673825857229531, "loss_sem_seg": 0.2494291653856635, "lr": 0.01, "mask_rcnn/accuracy": 0.895810109758189, "mask_rcnn/false_negative": 0.0894408564029859, "mask_rcnn/false_positive": 0.12338124142895256, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.0, "time": 0.7808420555666089, "total_loss": 1.5725194591941545} {"data_time": 0.0174282630905509, "eta_seconds": 59457.38939314708, "iteration": 193379, "loss_fcos_cls": 0.24705091631039977, "loss_fcos_ctr": 0.616064595989883, "loss_fcos_loc": 0.18654155684635043, "loss_mask": 0.26020380668342113, "loss_maskiou": 0.005497961465152912, "loss_sem_seg": 0.28072586050257087, "lr": 0.01, "mask_rcnn/accuracy": 0.902660369703437, "mask_rcnn/false_negative": 0.08054400615736897, "mask_rcnn/false_positive": 0.14062706046619866, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.7629856513813138, "total_loss": 1.6056215822318336} {"data_time": 0.015145163983106613, "eta_seconds": 59481.27145363577, "iteration": 193399, "loss_fcos_cls": 0.24178730766288936, "loss_fcos_ctr": 0.6220476618036628, "loss_fcos_loc": 0.19664441666100174, "loss_mask": 0.2716562934219837, "loss_maskiou": 0.005461048131110147, "loss_sem_seg": 0.27115643955767155, "lr": 0.01, "mask_rcnn/accuracy": 0.8745078656462585, "mask_rcnn/false_negative": 0.10312100318781921, "mask_rcnn/false_positive": 0.14935976187088337, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 37.0, "time": 0.7819333374500275, "total_loss": 1.608374158895458} {"data_time": 0.01736735925078392, "eta_seconds": 59471.32906147465, "iteration": 193419, "loss_fcos_cls": 0.25032910355366766, "loss_fcos_ctr": 0.620584225282073, "loss_fcos_loc": 0.19751987676136196, "loss_mask": 0.27264716336503625, "loss_maskiou": 0.005908533523324877, "loss_sem_seg": 0.2730529336258769, "lr": 0.01, "mask_rcnn/accuracy": 0.8774990755943335, "mask_rcnn/false_negative": 0.10826106738479238, "mask_rcnn/false_positive": 0.14123827055738444, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7757845176383853, "total_loss": 1.6580051869823365} {"data_time": 0.015564394183456898, "eta_seconds": 59439.33358698338, "iteration": 193439, "loss_fcos_cls": 0.2554724193178117, "loss_fcos_ctr": 0.619509931653738, "loss_fcos_loc": 0.1937385997734964, "loss_mask": 0.2772819409146905, "loss_maskiou": 0.005245730375463609, "loss_sem_seg": 0.29535616794601083, "lr": 0.01, "mask_rcnn/accuracy": 0.8906422588365244, "mask_rcnn/false_negative": 0.07978608993527778, "mask_rcnn/false_positive": 0.13363217978179848, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7701303400099277, "total_loss": 1.6353187250242627} {"data_time": 0.017270994372665882, "eta_seconds": 59442.712454026565, "iteration": 193459, "loss_fcos_cls": 0.24757220968604088, "loss_fcos_ctr": 0.6202280325815082, "loss_fcos_loc": 0.19759555393829942, "loss_mask": 0.2684983005747199, "loss_maskiou": 0.005656502369674854, "loss_sem_seg": 0.27408205810934305, "lr": 0.01, "mask_rcnn/accuracy": 0.8760492760507093, "mask_rcnn/false_negative": 0.09549718510464317, "mask_rcnn/false_positive": 0.160047835738629, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7838206440210342, "total_loss": 1.622673043370014} {"data_time": 0.0180908041074872, "eta_seconds": 59438.92956797127, "iteration": 193479, "loss_fcos_cls": 0.26281336531974375, "loss_fcos_ctr": 0.6212191106751561, "loss_fcos_loc": 0.19748085271567106, "loss_mask": 0.2914366917684674, "loss_maskiou": 0.005981900125334505, "loss_sem_seg": 0.29531489172950387, "lr": 0.01, "mask_rcnn/accuracy": 0.8649461868080566, "mask_rcnn/false_negative": 0.11187048190458582, "mask_rcnn/false_positive": 0.16059146877345665, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.25, "time": 0.802445137873292, "total_loss": 1.6553277311541024} {"data_time": 0.01694380398839712, "eta_seconds": 59427.12296055257, "iteration": 193499, "loss_fcos_cls": 0.2577317252289504, "loss_fcos_ctr": 0.6194786373525858, "loss_fcos_loc": 0.18937398213893175, "loss_mask": 0.2597873564809561, "loss_maskiou": 0.005883741454454139, "loss_sem_seg": 0.26571618439629674, "lr": 0.01, "mask_rcnn/accuracy": 0.8897732038020688, "mask_rcnn/false_negative": 0.08618693467473668, "mask_rcnn/false_positive": 0.13422259438802914, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7662828359752893, "total_loss": 1.6174132742889924} {"data_time": 0.017212302424013615, "eta_seconds": 59422.01287239138, "iteration": 193519, "loss_fcos_cls": 0.25625680084340274, "loss_fcos_ctr": 0.6214041383937001, "loss_fcos_loc": 0.18858540919609368, "loss_mask": 0.2689539324492216, "loss_maskiou": 0.005770272658992326, "loss_sem_seg": 0.29648305545561016, "lr": 0.01, "mask_rcnn/accuracy": 0.8798515530243105, "mask_rcnn/false_negative": 0.0921077288418389, "mask_rcnn/false_positive": 0.1432759003217301, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 26.5, "time": 0.7701585767790675, "total_loss": 1.6371508275042288} {"data_time": 0.01494195219129324, "eta_seconds": 59421.69431195967, "iteration": 193539, "loss_fcos_cls": 0.2597448872984387, "loss_fcos_ctr": 0.6182133760303259, "loss_fcos_loc": 0.18774434982333332, "loss_mask": 0.26814465783536434, "loss_maskiou": 0.0055829550547059625, "loss_sem_seg": 0.23331049422267824, "lr": 0.01, "mask_rcnn/accuracy": 0.8721168993913355, "mask_rcnn/false_negative": 0.10938837345495395, "mask_rcnn/false_positive": 0.1537341103458159, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.25, "time": 0.7883099392056465, "total_loss": 1.5764843940414721} {"data_time": 0.015252885408699512, "eta_seconds": 59406.15130459331, "iteration": 193559, "loss_fcos_cls": 0.2353331041522324, "loss_fcos_ctr": 0.6147436099126935, "loss_fcos_loc": 0.18321272055618465, "loss_mask": 0.2685707090422511, "loss_maskiou": 0.0056674687075428665, "loss_sem_seg": 0.2723338663345203, "lr": 0.01, "mask_rcnn/accuracy": 0.8867256191013955, "mask_rcnn/false_negative": 0.10103284753648012, "mask_rcnn/false_positive": 0.13156668009905476, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.7788111316040158, "total_loss": 1.6063234953617211} {"data_time": 0.016587838530540466, "eta_seconds": 59412.90688710008, "iteration": 193579, "loss_fcos_cls": 0.26267957827076316, "loss_fcos_ctr": 0.6230602441355586, "loss_fcos_loc": 0.20281369099393487, "loss_mask": 0.2671152278780937, "loss_maskiou": 0.005488321236043703, "loss_sem_seg": 0.2767296163365245, "lr": 0.01, "mask_rcnn/accuracy": 0.8756249777138578, "mask_rcnn/false_negative": 0.11642326035537406, "mask_rcnn/false_positive": 0.13773900623443908, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.0, "time": 0.7702370043843985, "total_loss": 1.6095877867410309} {"data_time": 0.016155527904629707, "eta_seconds": 59419.933990985155, "iteration": 193599, "loss_fcos_cls": 0.25386386760510504, "loss_fcos_ctr": 0.6237253863364458, "loss_fcos_loc": 0.2115408250829205, "loss_mask": 0.2748840358108282, "loss_maskiou": 0.0057932641939260066, "loss_sem_seg": 0.27525725471787155, "lr": 0.01, "mask_rcnn/accuracy": 0.8723710638101394, "mask_rcnn/false_negative": 0.08223802634473815, "mask_rcnn/false_positive": 0.1587279050680001, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.75, "time": 0.7788409981876612, "total_loss": 1.6657284888933646} {"data_time": 0.01662665419280529, "eta_seconds": 59365.95803984068, "iteration": 193619, "loss_fcos_cls": 0.24600587820168585, "loss_fcos_ctr": 0.6191278398036957, "loss_fcos_loc": 0.19127332093194127, "loss_mask": 0.2617795327678323, "loss_maskiou": 0.005321356111380737, "loss_sem_seg": 0.25328343745786697, "lr": 0.01, "mask_rcnn/accuracy": 0.8900527328130091, "mask_rcnn/false_negative": 0.10633422105437831, "mask_rcnn/false_positive": 0.1055488627935189, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 26.0, "time": 0.7536465907469392, "total_loss": 1.58593162613397} {"data_time": 0.016021208837628365, "eta_seconds": 59392.50001069438, "iteration": 193639, "loss_fcos_cls": 0.25660164980217814, "loss_fcos_ctr": 0.620764602907002, "loss_fcos_loc": 0.20610714319627732, "loss_mask": 0.27034726087003946, "loss_maskiou": 0.005192335491301492, "loss_sem_seg": 0.25831172056496143, "lr": 0.01, "mask_rcnn/accuracy": 0.8879625282873513, "mask_rcnn/false_negative": 0.09851683541459577, "mask_rcnn/false_positive": 0.13441887403596153, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 34.25, "time": 0.7853826014325023, "total_loss": 1.622799632808892} {"data_time": 0.01563983131200075, "eta_seconds": 59401.1464426741, "iteration": 193659, "loss_fcos_cls": 0.25272215623408556, "loss_fcos_ctr": 0.6220265394076705, "loss_fcos_loc": 0.19489191088359803, "loss_mask": 0.28356761392205954, "loss_maskiou": 0.005422179921879433, "loss_sem_seg": 0.2784265922382474, "lr": 0.01, "mask_rcnn/accuracy": 0.8832480628375472, "mask_rcnn/false_negative": 0.09957333940256316, "mask_rcnn/false_positive": 0.1338108448267937, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7893783329054713, "total_loss": 1.6270065257631359} {"data_time": 0.01552263367921114, "eta_seconds": 59389.244694918394, "iteration": 193679, "loss_fcos_cls": 0.2706466402160004, "loss_fcos_ctr": 0.6198340211994946, "loss_fcos_loc": 0.19632835441734642, "loss_mask": 0.2696457803249359, "loss_maskiou": 0.005856206429598387, "loss_sem_seg": 0.2704110685735941, "lr": 0.01, "mask_rcnn/accuracy": 0.8826104424649094, "mask_rcnn/false_negative": 0.08844227201059959, "mask_rcnn/false_positive": 0.161684554087444, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 25.75, "time": 0.774236474186182, "total_loss": 1.6365802323271055} {"data_time": 0.016599463298916817, "eta_seconds": 59349.69040174782, "iteration": 193699, "loss_fcos_cls": 0.25842145341448486, "loss_fcos_ctr": 0.6194304306991398, "loss_fcos_loc": 0.20702111819991842, "loss_mask": 0.26983162108808756, "loss_maskiou": 0.005774317654868355, "loss_sem_seg": 0.287272026296705, "lr": 0.01, "mask_rcnn/accuracy": 0.8674730229747881, "mask_rcnn/false_negative": 0.10095944161153092, "mask_rcnn/false_positive": 0.15669640529879425, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.0, "time": 0.7754622595384717, "total_loss": 1.6256531422550324} {"data_time": 0.015694396570324898, "eta_seconds": 59332.92695189081, "iteration": 193719, "loss_fcos_cls": 0.2563318992033601, "loss_fcos_ctr": 0.6227536690421402, "loss_fcos_loc": 0.196853760862723, "loss_mask": 0.27008255757391453, "loss_maskiou": 0.005313593952450901, "loss_sem_seg": 0.2835246925242245, "lr": 0.01, "mask_rcnn/accuracy": 0.8717983505514006, "mask_rcnn/false_negative": 0.10653955400135526, "mask_rcnn/false_positive": 0.15496740407707874, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7706812415271997, "total_loss": 1.6285217929107603} {"data_time": 0.014933185651898384, "eta_seconds": 59313.83633662108, "iteration": 193739, "loss_fcos_cls": 0.259118668269366, "loss_fcos_ctr": 0.6226272350177169, "loss_fcos_loc": 0.19695892609888688, "loss_mask": 0.2712996294721961, "loss_maskiou": 0.005909867293667048, "loss_sem_seg": 0.32043812377378345, "lr": 0.01, "mask_rcnn/accuracy": 0.8792219387755102, "mask_rcnn/false_negative": 0.08521941276551696, "mask_rcnn/false_positive": 0.15195002157725376, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.768121749162674, "total_loss": 1.6665701538295252} {"data_time": 0.016917550936341286, "eta_seconds": 59298.28085312713, "iteration": 193759, "loss_fcos_cls": 0.23435470776166767, "loss_fcos_ctr": 0.6190830785781145, "loss_fcos_loc": 0.1870230110362172, "loss_mask": 0.25126200122758746, "loss_maskiou": 0.005038179981056601, "loss_sem_seg": 0.2687238394282758, "lr": 0.01, "mask_rcnn/accuracy": 0.8691196080705009, "mask_rcnn/false_negative": 0.09869543196216596, "mask_rcnn/false_positive": 0.155446283437894, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.5, "time": 0.7573421709239483, "total_loss": 1.577934691144037} {"data_time": 0.01707539800554514, "eta_seconds": 59286.25772079639, "iteration": 193779, "loss_fcos_cls": 0.2371114338748157, "loss_fcos_ctr": 0.6208386784419417, "loss_fcos_loc": 0.18895835103467107, "loss_mask": 0.263877990655601, "loss_maskiou": 0.00485424192447681, "loss_sem_seg": 0.2635944609064609, "lr": 0.01, "mask_rcnn/accuracy": 0.8745621565934065, "mask_rcnn/false_negative": 0.092758234010175, "mask_rcnn/false_positive": 0.12052931170822449, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7700121281668544, "total_loss": 1.5737196182162734} {"data_time": 0.015238573774695396, "eta_seconds": 59281.100847908296, "iteration": 193799, "loss_fcos_cls": 0.24554319703020155, "loss_fcos_ctr": 0.6192672709003091, "loss_fcos_loc": 0.20337996329180896, "loss_mask": 0.2808975661173463, "loss_maskiou": 0.005680447226040997, "loss_sem_seg": 0.2867138534784317, "lr": 0.01, "mask_rcnn/accuracy": 0.867926431936411, "mask_rcnn/false_negative": 0.14236260559723324, "mask_rcnn/false_positive": 0.11977736933749758, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7766265766695142, "total_loss": 1.635381298183347} {"data_time": 0.015868524089455605, "eta_seconds": 59239.084581376985, "iteration": 193819, "loss_fcos_cls": 0.2631631485419348, "loss_fcos_ctr": 0.6188438548706472, "loss_fcos_loc": 0.20147002418525517, "loss_mask": 0.275146602652967, "loss_maskiou": 0.005197542341193184, "loss_sem_seg": 0.27920205891132355, "lr": 0.01, "mask_rcnn/accuracy": 0.8928309785452643, "mask_rcnn/false_negative": 0.0916189743204946, "mask_rcnn/false_positive": 0.12682562224817617, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7761274250224233, "total_loss": 1.6462351008376572} {"data_time": 0.015763808973133564, "eta_seconds": 59236.05891915131, "iteration": 193839, "loss_fcos_cls": 0.2478383989073336, "loss_fcos_ctr": 0.6198067627847195, "loss_fcos_loc": 0.20034555438905954, "loss_mask": 0.2753079542890191, "loss_maskiou": 0.005199719867960084, "loss_sem_seg": 0.24708826502319425, "lr": 0.01, "mask_rcnn/accuracy": 0.8803779133604661, "mask_rcnn/false_negative": 0.10788314527915814, "mask_rcnn/false_positive": 0.1550849566046703, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.75, "time": 0.781415012665093, "total_loss": 1.6041959538706578} {"data_time": 0.015566601417958736, "eta_seconds": 59233.53972505685, "iteration": 193859, "loss_fcos_cls": 0.24582345667295158, "loss_fcos_ctr": 0.6202564528211951, "loss_fcos_loc": 0.19275054312311113, "loss_mask": 0.2658338318578899, "loss_maskiou": 0.005651695086271502, "loss_sem_seg": 0.2697934927418828, "lr": 0.01, "mask_rcnn/accuracy": 0.8897132610808298, "mask_rcnn/false_negative": 0.08715171417374831, "mask_rcnn/false_positive": 0.14188332435226608, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7883323598653078, "total_loss": 1.6146945490872895} {"data_time": 0.016368482261896133, "eta_seconds": 59204.947952163406, "iteration": 193879, "loss_fcos_cls": 0.24501202860847116, "loss_fcos_ctr": 0.6210544724017382, "loss_fcos_loc": 0.19406483601778746, "loss_mask": 0.2695946469902992, "loss_maskiou": 0.005354009437724017, "loss_sem_seg": 0.2631341381929815, "lr": 0.01, "mask_rcnn/accuracy": 0.8967313298945951, "mask_rcnn/false_negative": 0.08240742694923861, "mask_rcnn/false_positive": 0.1364703978190303, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7775415051728487, "total_loss": 1.6023956479039043} {"data_time": 0.015155072323977947, "eta_seconds": 59219.93189962115, "iteration": 193899, "loss_fcos_cls": 0.2470396391581744, "loss_fcos_ctr": 0.6176451337523758, "loss_fcos_loc": 0.18759702166425996, "loss_mask": 0.2575018289498985, "loss_maskiou": 0.005287316700560041, "loss_sem_seg": 0.25890278071165085, "lr": 0.01, "mask_rcnn/accuracy": 0.8884009239856656, "mask_rcnn/false_negative": 0.0880274755025152, "mask_rcnn/false_positive": 0.13517726187755952, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7868713196367025, "total_loss": 1.5945387838110037} {"data_time": 0.01606112066656351, "eta_seconds": 59173.8369851755, "iteration": 193919, "loss_fcos_cls": 0.2537487178342417, "loss_fcos_ctr": 0.6199861625209451, "loss_fcos_loc": 0.20530947914812714, "loss_mask": 0.2655223631300032, "loss_maskiou": 0.005702819747966714, "loss_sem_seg": 0.29125112015753984, "lr": 0.01, "mask_rcnn/accuracy": 0.8919618328100472, "mask_rcnn/false_negative": 0.09104454110236297, "mask_rcnn/false_positive": 0.1198009872614856, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.25, "time": 0.767343326471746, "total_loss": 1.617585360116209} {"data_time": 0.017217645421624184, "eta_seconds": 59151.57179012988, "iteration": 193939, "loss_fcos_cls": 0.25460302038118243, "loss_fcos_ctr": 0.6173825049772859, "loss_fcos_loc": 0.18989901698660105, "loss_mask": 0.26294213254004717, "loss_maskiou": 0.005323987232259242, "loss_sem_seg": 0.2826223564334214, "lr": 0.01, "mask_rcnn/accuracy": 0.8667570153061224, "mask_rcnn/false_negative": 0.08473073435835553, "mask_rcnn/false_positive": 0.16774643094454383, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7743599684908986, "total_loss": 1.6064649504805857} {"data_time": 0.015089538879692554, "eta_seconds": 59139.948437958956, "iteration": 193959, "loss_fcos_cls": 0.2557907705195248, "loss_fcos_ctr": 0.6189169203862548, "loss_fcos_loc": 0.19988654414191842, "loss_mask": 0.274158441927284, "loss_maskiou": 0.005646122866892256, "loss_sem_seg": 0.2846430842182599, "lr": 0.01, "mask_rcnn/accuracy": 0.871571652199841, "mask_rcnn/false_negative": 0.11919732749635564, "mask_rcnn/false_positive": 0.12366362397138433, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.25, "time": 0.7757549500092864, "total_loss": 1.6258599639695603} {"data_time": 0.01722413208335638, "eta_seconds": 59140.18627859559, "iteration": 193979, "loss_fcos_cls": 0.25111709046177566, "loss_fcos_ctr": 0.6206926759332418, "loss_fcos_loc": 0.20064121740870178, "loss_mask": 0.29287427105009556, "loss_maskiou": 0.005317468210705556, "loss_sem_seg": 0.28028439776971936, "lr": 0.01, "mask_rcnn/accuracy": 0.863955869151374, "mask_rcnn/false_negative": 0.10878998546742435, "mask_rcnn/false_positive": 0.16744210122499448, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 28.0, "time": 0.7874319329857826, "total_loss": 1.651303097984055} {"data_time": 0.017970409244298935, "eta_seconds": 59142.114352020435, "iteration": 193999, "loss_fcos_cls": 0.2541964347474277, "loss_fcos_ctr": 0.6190714677795768, "loss_fcos_loc": 0.19248616532422602, "loss_mask": 0.2669027941301465, "loss_maskiou": 0.00534472573781386, "loss_sem_seg": 0.28004795126616955, "lr": 0.01, "mask_rcnn/accuracy": 0.8816345587830483, "mask_rcnn/false_negative": 0.08864286319472808, "mask_rcnn/false_positive": 0.13955559323621422, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7758061373606324, "total_loss": 1.616946775931865} {"data_time": 0.01720236986875534, "eta_seconds": 59125.98516451288, "iteration": 194019, "loss_fcos_cls": 0.25379222398623824, "loss_fcos_ctr": 0.6210041334852576, "loss_fcos_loc": 0.19986487628193572, "loss_mask": 0.2672121049836278, "loss_maskiou": 0.005921194519032724, "loss_sem_seg": 0.2801253995858133, "lr": 0.01, "mask_rcnn/accuracy": 0.8922623135792779, "mask_rcnn/false_negative": 0.09007685124827199, "mask_rcnn/false_positive": 0.1422628792078997, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7886912170797586, "total_loss": 1.6571925902098883} {"data_time": 0.01625728141516447, "eta_seconds": 59131.209843837656, "iteration": 194039, "loss_fcos_cls": 0.25184810999780893, "loss_fcos_ctr": 0.6212715096771717, "loss_fcos_loc": 0.20810356258880347, "loss_mask": 0.2715170746669173, "loss_maskiou": 0.005894571389944758, "loss_sem_seg": 0.27245425898581743, "lr": 0.01, "mask_rcnn/accuracy": 0.8723287172011662, "mask_rcnn/false_negative": 0.1095626906238493, "mask_rcnn/false_positive": 0.12992121422851333, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.25, "time": 0.7908409368246794, "total_loss": 1.6368403836604557} {"data_time": 0.017341488040983677, "eta_seconds": 59062.174673229456, "iteration": 194059, "loss_fcos_cls": 0.25447024032473564, "loss_fcos_ctr": 0.6209163842722774, "loss_fcos_loc": 0.20171506179030985, "loss_mask": 0.2517624655738473, "loss_maskiou": 0.005425961695436854, "loss_sem_seg": 0.2509940913878381, "lr": 0.01, "mask_rcnn/accuracy": 0.8822369915431926, "mask_rcnn/false_negative": 0.11272731118639932, "mask_rcnn/false_positive": 0.1158580022212988, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.5, "time": 0.7638469599187374, "total_loss": 1.5835895798554702} {"data_time": 0.014618854969739914, "eta_seconds": 59025.12090916, "iteration": 194079, "loss_fcos_cls": 0.24749834783142433, "loss_fcos_ctr": 0.61752611072734, "loss_fcos_loc": 0.19483955053146929, "loss_mask": 0.26626241113990545, "loss_maskiou": 0.005626368401863147, "loss_sem_seg": 0.2455359366722405, "lr": 0.01, "mask_rcnn/accuracy": 0.8802877163523637, "mask_rcnn/false_negative": 0.09933449374587555, "mask_rcnn/false_positive": 0.1397200122235283, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.0, "time": 0.7610605517402291, "total_loss": 1.6010653558478225} {"data_time": 0.01595184113830328, "eta_seconds": 58992.68127105944, "iteration": 194099, "loss_fcos_cls": 0.24444134184159338, "loss_fcos_ctr": 0.6187159586697817, "loss_fcos_loc": 0.19505850167479366, "loss_mask": 0.2745844507589936, "loss_maskiou": 0.005302356606989633, "loss_sem_seg": 0.30094431922771037, "lr": 0.01, "mask_rcnn/accuracy": 0.885875334982478, "mask_rcnn/false_negative": 0.09924715107104026, "mask_rcnn/false_positive": 0.14337557508818488, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.5, "time": 0.7666838383302093, "total_loss": 1.6188309823628515} {"data_time": 0.01706670969724655, "eta_seconds": 58994.02273031138, "iteration": 194119, "loss_fcos_cls": 0.2690598510671407, "loss_fcos_ctr": 0.621982591226697, "loss_fcos_loc": 0.20876024692552164, "loss_mask": 0.2689151423983276, "loss_maskiou": 0.005110696591145825, "loss_sem_seg": 0.24338849919149652, "lr": 0.01, "mask_rcnn/accuracy": 0.8798713042909472, "mask_rcnn/false_negative": 0.09190561880630878, "mask_rcnn/false_positive": 0.1658592714583161, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 35.5, "time": 0.7824424281716347, "total_loss": 1.6095010870703845} {"data_time": 0.016279499046504498, "eta_seconds": 58970.18146706186, "iteration": 194139, "loss_fcos_cls": 0.2575082704424858, "loss_fcos_ctr": 0.625792401842773, "loss_fcos_loc": 0.19505406776443124, "loss_mask": 0.27972545474767685, "loss_maskiou": 0.006428580862120725, "loss_sem_seg": 0.25237685395404696, "lr": 0.01, "mask_rcnn/accuracy": 0.8604448232745306, "mask_rcnn/false_negative": 0.11116571169402895, "mask_rcnn/false_positive": 0.1651146310316714, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 34.5, "time": 0.768912541680038, "total_loss": 1.6100100629410008} {"data_time": 0.014824207872152328, "eta_seconds": 58937.9343720302, "iteration": 194159, "loss_fcos_cls": 0.2552428001072258, "loss_fcos_ctr": 0.6193905379623175, "loss_fcos_loc": 0.19076441531069577, "loss_mask": 0.2704086462035775, "loss_maskiou": 0.0061434906092472374, "loss_sem_seg": 0.2697841098997742, "lr": 0.01, "mask_rcnn/accuracy": 0.88618458873542, "mask_rcnn/false_negative": 0.10076832376064962, "mask_rcnn/false_positive": 0.14170767860504663, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7696005329489708, "total_loss": 1.631395213524229} {"data_time": 0.01619930099695921, "eta_seconds": 58925.51611011848, "iteration": 194179, "loss_fcos_cls": 0.2527517017442733, "loss_fcos_ctr": 0.6206247676163912, "loss_fcos_loc": 0.20498497609514743, "loss_mask": 0.2762203076854348, "loss_maskiou": 0.005705210598534904, "loss_sem_seg": 0.2952132869977504, "lr": 0.01, "mask_rcnn/accuracy": 0.8728242204872263, "mask_rcnn/false_negative": 0.10165933087788613, "mask_rcnn/false_positive": 0.16534552880190306, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 39.0, "time": 0.7924012588337064, "total_loss": 1.6803542693523923} {"data_time": 0.01724386028945446, "eta_seconds": 58939.81061715726, "iteration": 194199, "loss_fcos_cls": 0.2706287514884025, "loss_fcos_ctr": 0.6196894180029631, "loss_fcos_loc": 0.1983573401812464, "loss_mask": 0.2704586209729314, "loss_maskiou": 0.0058114148559980094, "loss_sem_seg": 0.32340775011107326, "lr": 0.01, "mask_rcnn/accuracy": 0.8906701499098214, "mask_rcnn/false_negative": 0.07861815738697646, "mask_rcnn/false_positive": 0.14367061560660732, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 22.75, "time": 0.7798999482765794, "total_loss": 1.6747265999310912} {"data_time": 0.016560743562877178, "eta_seconds": 58916.27728318982, "iteration": 194219, "loss_fcos_cls": 0.24547820701263845, "loss_fcos_ctr": 0.6196717629209161, "loss_fcos_loc": 0.1917598033323884, "loss_mask": 0.2744210436940193, "loss_maskiou": 0.005211857764152228, "loss_sem_seg": 0.28012299234978855, "lr": 0.01, "mask_rcnn/accuracy": 0.8702558495925843, "mask_rcnn/false_negative": 0.10227400844683934, "mask_rcnn/false_positive": 0.16008549450198706, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7835151981562376, "total_loss": 1.6622086782135739} {"data_time": 0.016913292929530144, "eta_seconds": 58892.446950687096, "iteration": 194239, "loss_fcos_cls": 0.25358072319068015, "loss_fcos_ctr": 0.6191953332163393, "loss_fcos_loc": 0.18940437480341643, "loss_mask": 0.266341732814908, "loss_maskiou": 0.005788303758890834, "loss_sem_seg": 0.24699994851835072, "lr": 0.01, "mask_rcnn/accuracy": 0.8842731183493706, "mask_rcnn/false_negative": 0.10072593955764017, "mask_rcnn/false_positive": 0.11736074601826055, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.0, "time": 0.7810050174593925, "total_loss": 1.592964955165371} {"data_time": 0.015359132550656796, "eta_seconds": 58885.179104341194, "iteration": 194259, "loss_fcos_cls": 0.2499051975319162, "loss_fcos_ctr": 0.6196286547929049, "loss_fcos_loc": 0.19010332715697587, "loss_mask": 0.27205858938395977, "loss_maskiou": 0.005726071205572225, "loss_sem_seg": 0.28643651586025953, "lr": 0.01, "mask_rcnn/accuracy": 0.8832785854067654, "mask_rcnn/false_negative": 0.09778658339396726, "mask_rcnn/false_positive": 0.12798257209526953, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.0, "time": 0.7788442717865109, "total_loss": 1.65537678313558} {"data_time": 0.0178502993658185, "eta_seconds": 58869.63001491688, "iteration": 194279, "loss_fcos_cls": 0.2506947439396754, "loss_fcos_ctr": 0.6199257620610297, "loss_fcos_loc": 0.1946203177794814, "loss_mask": 0.2726075416430831, "loss_maskiou": 0.005087579571409151, "loss_sem_seg": 0.29178593354299664, "lr": 0.01, "mask_rcnn/accuracy": 0.8717097703234922, "mask_rcnn/false_negative": 0.09040954599908624, "mask_rcnn/false_positive": 0.1614352140340417, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7812423910945654, "total_loss": 1.6219258979836013} {"data_time": 0.016469300724565983, "eta_seconds": 58870.75896099489, "iteration": 194299, "loss_fcos_cls": 0.24646266736090183, "loss_fcos_ctr": 0.6169498553499579, "loss_fcos_loc": 0.18973917642142624, "loss_mask": 0.2581403600051999, "loss_maskiou": 0.005658070032950491, "loss_sem_seg": 0.2646940452978015, "lr": 0.01, "mask_rcnn/accuracy": 0.8838084877938517, "mask_rcnn/false_negative": 0.07765115901457162, "mask_rcnn/false_positive": 0.15197719225625148, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.5, "time": 0.7944662803784013, "total_loss": 1.6028144180963864} {"data_time": 0.015607842244207859, "eta_seconds": 58862.72731529642, "iteration": 194319, "loss_fcos_cls": 0.24560582754202187, "loss_fcos_ctr": 0.6226262785494328, "loss_fcos_loc": 0.20217872929060832, "loss_mask": 0.2642638785764575, "loss_maskiou": 0.0050944485774380155, "loss_sem_seg": 0.2527722929371521, "lr": 0.01, "mask_rcnn/accuracy": 0.8733905708509819, "mask_rcnn/false_negative": 0.08414637679806883, "mask_rcnn/false_positive": 0.15383334038985833, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.5, "time": 0.7844270579516888, "total_loss": 1.59832629468292} {"data_time": 0.017235014587640762, "eta_seconds": 58847.171831802465, "iteration": 194339, "loss_fcos_cls": 0.259876663913019, "loss_fcos_ctr": 0.6187650440260768, "loss_fcos_loc": 0.1915998433250934, "loss_mask": 0.2512919884175062, "loss_maskiou": 0.0051786790863843635, "loss_sem_seg": 0.26647653221152723, "lr": 0.01, "mask_rcnn/accuracy": 0.8813527972664476, "mask_rcnn/false_negative": 0.08309564062579279, "mask_rcnn/false_positive": 0.12700906567350118, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7773166811093688, "total_loss": 1.6266590543527855} {"data_time": 0.01596216205507517, "eta_seconds": 58831.61634830851, "iteration": 194359, "loss_fcos_cls": 0.26294576306827366, "loss_fcos_ctr": 0.6207598792389035, "loss_fcos_loc": 0.20467337244190276, "loss_mask": 0.2809564145281911, "loss_maskiou": 0.005471648175443988, "loss_sem_seg": 0.2825959613546729, "lr": 0.01, "mask_rcnn/accuracy": 0.8797702119780861, "mask_rcnn/false_negative": 0.10689593518702709, "mask_rcnn/false_positive": 0.14796564031249804, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 32.0, "time": 0.7782355807721615, "total_loss": 1.6381194213681738} {"data_time": 0.015795371495187283, "eta_seconds": 58873.370081814006, "iteration": 194379, "loss_fcos_cls": 0.2647081380710006, "loss_fcos_ctr": 0.6216304255649447, "loss_fcos_loc": 0.19978133938275278, "loss_mask": 0.26697445102036, "loss_maskiou": 0.0053953730093780905, "loss_sem_seg": 0.2869658204726875, "lr": 0.01, "mask_rcnn/accuracy": 0.867672213869874, "mask_rcnn/false_negative": 0.09807551954480304, "mask_rcnn/false_positive": 0.12450891954641415, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7823128597810864, "total_loss": 1.653103692086006} {"data_time": 0.01595131680369377, "eta_seconds": 58844.036187713966, "iteration": 194399, "loss_fcos_cls": 0.27637610235251486, "loss_fcos_ctr": 0.6206760294735432, "loss_fcos_loc": 0.2003634728025645, "loss_mask": 0.2667086133733392, "loss_maskiou": 0.00542808415775653, "loss_sem_seg": 0.25347931194119155, "lr": 0.01, "mask_rcnn/accuracy": 0.8813453411667698, "mask_rcnn/false_negative": 0.10045241081164555, "mask_rcnn/false_positive": 0.13713364522010202, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7771360613405704, "total_loss": 1.6235065337023116} {"data_time": 0.01633582729846239, "eta_seconds": 58842.228800909594, "iteration": 194419, "loss_fcos_cls": 0.2686209731036797, "loss_fcos_ctr": 0.6198140708729625, "loss_fcos_loc": 0.19535647879820317, "loss_mask": 0.27255260571837425, "loss_maskiou": 0.0054875587884453125, "loss_sem_seg": 0.27532161725685, "lr": 0.01, "mask_rcnn/accuracy": 0.8879078818288544, "mask_rcnn/false_negative": 0.09693932569193545, "mask_rcnn/false_positive": 0.13560387537030316, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7700763288885355, "total_loss": 1.6777065180649515} {"data_time": 0.01788456179201603, "eta_seconds": 58812.90218885802, "iteration": 194439, "loss_fcos_cls": 0.24631374969612807, "loss_fcos_ctr": 0.6162668438628316, "loss_fcos_loc": 0.18740824761334807, "loss_mask": 0.27355871442705393, "loss_maskiou": 0.005323386892996496, "loss_sem_seg": 0.2819369053468108, "lr": 0.01, "mask_rcnn/accuracy": 0.884740742716796, "mask_rcnn/false_negative": 0.09386084600063946, "mask_rcnn/false_positive": 0.12793473252444434, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.75, "time": 0.7732567526400089, "total_loss": 1.6084557429603592} {"data_time": 0.015268446877598763, "eta_seconds": 58752.859616541304, "iteration": 194459, "loss_fcos_cls": 0.25848413701169193, "loss_fcos_ctr": 0.6230470119044185, "loss_fcos_loc": 0.20497799990698695, "loss_mask": 0.2745457598939538, "loss_maskiou": 0.005021549171942752, "loss_sem_seg": 0.2695279703475535, "lr": 0.01, "mask_rcnn/accuracy": 0.8828743390068579, "mask_rcnn/false_negative": 0.08686546067935355, "mask_rcnn/false_positive": 0.14678353668387822, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7714149970561266, "total_loss": 1.6291267975611845} {"data_time": 0.015385138802230358, "eta_seconds": 58722.093872354366, "iteration": 194479, "loss_fcos_cls": 0.2592625492834486, "loss_fcos_ctr": 0.6243303120136261, "loss_fcos_loc": 0.20090942550450563, "loss_mask": 0.2789843250066042, "loss_maskiou": 0.006259552608753438, "loss_sem_seg": 0.28451970987953246, "lr": 0.01, "mask_rcnn/accuracy": 0.8693882817766747, "mask_rcnn/false_negative": 0.11018527008584572, "mask_rcnn/false_positive": 0.1334076644676368, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 35.0, "time": 0.7790087563917041, "total_loss": 1.6426751129474724} {"data_time": 0.016942505724728107, "eta_seconds": 58732.216586921364, "iteration": 194499, "loss_fcos_cls": 0.24565370846539736, "loss_fcos_ctr": 0.6195990135893226, "loss_fcos_loc": 0.19327814679127187, "loss_mask": 0.27520766761153936, "loss_maskiou": 0.00566304633684922, "loss_sem_seg": 0.27375212451443076, "lr": 0.01, "mask_rcnn/accuracy": 0.8878916545626647, "mask_rcnn/false_negative": 0.11075094919294354, "mask_rcnn/false_positive": 0.1289580535875295, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7818221310153604, "total_loss": 1.6389542726101354} {"data_time": 0.018311334773898125, "eta_seconds": 58797.76246116776, "iteration": 194519, "loss_fcos_cls": 0.2415881984634325, "loss_fcos_ctr": 0.6184542877599597, "loss_fcos_loc": 0.19239962950814515, "loss_mask": 0.27411706186831, "loss_maskiou": 0.005570886678469833, "loss_sem_seg": 0.25115740788169205, "lr": 0.01, "mask_rcnn/accuracy": 0.8753154641244101, "mask_rcnn/false_negative": 0.10092230385303572, "mask_rcnn/false_positive": 0.1566841213136239, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.75, "time": 0.7875492796301842, "total_loss": 1.5985135307855671} {"data_time": 0.016628610901534557, "eta_seconds": 58735.067191718146, "iteration": 194539, "loss_fcos_cls": 0.24571913527324796, "loss_fcos_ctr": 0.6193599943071604, "loss_fcos_loc": 0.19223703641910106, "loss_mask": 0.2655343636870384, "loss_maskiou": 0.005447120420285501, "loss_sem_seg": 0.2644573268480599, "lr": 0.01, "mask_rcnn/accuracy": 0.8836375827133973, "mask_rcnn/false_negative": 0.08227825518929507, "mask_rcnn/false_positive": 0.15884124753655798, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 36.5, "time": 0.7817190326750278, "total_loss": 1.5960953524845536} {"data_time": 0.016482715494930744, "eta_seconds": 58675.08349547256, "iteration": 194559, "loss_fcos_cls": 0.2482955800369382, "loss_fcos_ctr": 0.6211481746286154, "loss_fcos_loc": 0.19238987390417606, "loss_mask": 0.27875021658837795, "loss_maskiou": 0.0057355398166691884, "loss_sem_seg": 0.27160876942798495, "lr": 0.01, "mask_rcnn/accuracy": 0.8900899943310658, "mask_rcnn/false_negative": 0.09111956192754733, "mask_rcnn/false_positive": 0.14746729966621236, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.0, "time": 0.7708582263439894, "total_loss": 1.6083707577345194} {"data_time": 0.016574127599596977, "eta_seconds": 58669.98459890857, "iteration": 194579, "loss_fcos_cls": 0.25663745729252696, "loss_fcos_ctr": 0.620379913598299, "loss_fcos_loc": 0.2003231158014387, "loss_mask": 0.27473601419478655, "loss_maskiou": 0.00581112418876728, "loss_sem_seg": 0.2926422585151158, "lr": 0.01, "mask_rcnn/accuracy": 0.8719536459904159, "mask_rcnn/false_negative": 0.10191720198417314, "mask_rcnn/false_positive": 0.1639083916273637, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.0, "time": 0.7775926636531949, "total_loss": 1.6525444051221712} {"data_time": 0.016770439222455025, "eta_seconds": 58643.97304704506, "iteration": 194599, "loss_fcos_cls": 0.2583029486704618, "loss_fcos_ctr": 0.6231105029582977, "loss_fcos_loc": 0.20311835227767006, "loss_mask": 0.27421439345926046, "loss_maskiou": 0.005833098774019163, "loss_sem_seg": 0.29667820734903216, "lr": 0.01, "mask_rcnn/accuracy": 0.8723579867553082, "mask_rcnn/false_negative": 0.09188150495224634, "mask_rcnn/false_positive": 0.1369268802563562, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7794309612363577, "total_loss": 1.6746270081639523} {"data_time": 0.015784061513841152, "eta_seconds": 58735.38545223791, "iteration": 194619, "loss_fcos_cls": 0.250627588480711, "loss_fcos_ctr": 0.620610686019063, "loss_fcos_loc": 0.1962043782696128, "loss_mask": 0.26020591612905264, "loss_maskiou": 0.005021540237066802, "loss_sem_seg": 0.2945058704353869, "lr": 0.01, "mask_rcnn/accuracy": 0.8967277512932983, "mask_rcnn/false_negative": 0.10203513591543362, "mask_rcnn/false_positive": 0.14260134236053368, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 25.25, "time": 0.7876812871545553, "total_loss": 1.5977867854744545} {"data_time": 0.01826210878789425, "eta_seconds": 58661.6605424257, "iteration": 194639, "loss_fcos_cls": 0.2553899382473901, "loss_fcos_ctr": 0.6179519817233086, "loss_fcos_loc": 0.18993155495263636, "loss_mask": 0.27243678364902735, "loss_maskiou": 0.005744025329477154, "loss_sem_seg": 0.29432208044454455, "lr": 0.01, "mask_rcnn/accuracy": 0.8854293205377388, "mask_rcnn/false_negative": 0.0871718476447205, "mask_rcnn/false_positive": 0.1303175502655739, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.75, "time": 0.7732231626287103, "total_loss": 1.613548874753178} {"data_time": 0.01618832815438509, "eta_seconds": 58590.79603810143, "iteration": 194659, "loss_fcos_cls": 0.24950443301349878, "loss_fcos_ctr": 0.6193643612787127, "loss_fcos_loc": 0.19429926085285842, "loss_mask": 0.2719050282612443, "loss_maskiou": 0.00557698609190993, "loss_sem_seg": 0.2733284435234964, "lr": 0.01, "mask_rcnn/accuracy": 0.8796954813065061, "mask_rcnn/false_negative": 0.10529149402852511, "mask_rcnn/false_positive": 0.15173932089336795, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7735399836674333, "total_loss": 1.5984260376862949} {"data_time": 0.017790631391108036, "eta_seconds": 58592.194613892585, "iteration": 194679, "loss_fcos_cls": 0.2548814523033798, "loss_fcos_ctr": 0.6203424166887999, "loss_fcos_loc": 0.20163210877217352, "loss_mask": 0.28264377173036337, "loss_maskiou": 0.005908402017666958, "loss_sem_seg": 0.2811007029376924, "lr": 0.01, "mask_rcnn/accuracy": 0.8717690827907456, "mask_rcnn/false_negative": 0.1051930354919387, "mask_rcnn/false_positive": 0.16395870956448733, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.5, "time": 0.7832703106105328, "total_loss": 1.6118349504395155} {"data_time": 0.01526800636202097, "eta_seconds": 58607.82616040297, "iteration": 194699, "loss_fcos_cls": 0.24674465809948742, "loss_fcos_ctr": 0.6195508912205696, "loss_fcos_loc": 0.19455938506871462, "loss_mask": 0.26914150593802333, "loss_maskiou": 0.0056906300014816225, "loss_sem_seg": 0.28072581719607115, "lr": 0.01, "mask_rcnn/accuracy": 0.8759934563505991, "mask_rcnn/false_negative": 0.10244759158807065, "mask_rcnn/false_positive": 0.14757956243797057, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.75, "time": 0.7730409177020192, "total_loss": 1.6039513046416687} {"data_time": 0.015209454111754894, "eta_seconds": 58592.25987943448, "iteration": 194719, "loss_fcos_cls": 0.2687822428997606, "loss_fcos_ctr": 0.6180474646389484, "loss_fcos_loc": 0.19287762645399198, "loss_mask": 0.26988352462649345, "loss_maskiou": 0.005912959713896271, "loss_sem_seg": 0.26131346356123686, "lr": 0.01, "mask_rcnn/accuracy": 0.8750961780723685, "mask_rcnn/false_negative": 0.09485223232389159, "mask_rcnn/false_positive": 0.1231067267006575, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 32.25, "time": 0.7635423103347421, "total_loss": 1.617138380301185} {"data_time": 0.017107496969401836, "eta_seconds": 58541.93056699354, "iteration": 194739, "loss_fcos_cls": 0.2580062006600201, "loss_fcos_ctr": 0.6206662035547197, "loss_fcos_loc": 0.20690193655900657, "loss_mask": 0.27644510101526976, "loss_maskiou": 0.005496783327544108, "loss_sem_seg": 0.24389697099104524, "lr": 0.01, "mask_rcnn/accuracy": 0.8770192806588085, "mask_rcnn/false_negative": 0.1005276179957894, "mask_rcnn/false_positive": 0.136511374739121, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 27.75, "time": 0.7644562730565667, "total_loss": 1.6291859087359626} {"data_time": 0.01693380530923605, "eta_seconds": 58526.37352401856, "iteration": 194759, "loss_fcos_cls": 0.23895006906241179, "loss_fcos_ctr": 0.6198206879198551, "loss_fcos_loc": 0.19129360024817288, "loss_mask": 0.2619478730484843, "loss_maskiou": 0.005232872736087302, "loss_sem_seg": 0.25090380059555173, "lr": 0.01, "mask_rcnn/accuracy": 0.902134081528953, "mask_rcnn/false_negative": 0.09121607681665148, "mask_rcnn/false_positive": 0.1182915485753168, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.25, "time": 0.7716636145487428, "total_loss": 1.577387998586346} {"data_time": 0.016489974223077297, "eta_seconds": 58497.475063803606, "iteration": 194779, "loss_fcos_cls": 0.25359934056177735, "loss_fcos_ctr": 0.6216084072366357, "loss_fcos_loc": 0.19990118173882365, "loss_mask": 0.2707309350371361, "loss_maskiou": 0.005019247357267886, "loss_sem_seg": 0.2773850988596678, "lr": 0.01, "mask_rcnn/accuracy": 0.8845061188811189, "mask_rcnn/false_negative": 0.10999799380409352, "mask_rcnn/false_positive": 0.13593185047801543, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7632041508331895, "total_loss": 1.6140694889909355} {"data_time": 0.015431329607963562, "eta_seconds": 58529.99475556053, "iteration": 194799, "loss_fcos_cls": 0.2624732507392764, "loss_fcos_ctr": 0.6208450319245458, "loss_fcos_loc": 0.19919689767993987, "loss_mask": 0.2808836419135332, "loss_maskiou": 0.005251101567409933, "loss_sem_seg": 0.29219395155087113, "lr": 0.01, "mask_rcnn/accuracy": 0.8848527052371471, "mask_rcnn/false_negative": 0.0884618905170078, "mask_rcnn/false_positive": 0.15000194159845043, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.5, "time": 0.786839721724391, "total_loss": 1.6741356754209846} {"data_time": 0.01641813199967146, "eta_seconds": 58564.07015796099, "iteration": 194819, "loss_fcos_cls": 0.2644496595021337, "loss_fcos_ctr": 0.6219647964462638, "loss_fcos_loc": 0.19888411602005363, "loss_mask": 0.26825792249292135, "loss_maskiou": 0.0055064911757654045, "loss_sem_seg": 0.2942393033299595, "lr": 0.01, "mask_rcnn/accuracy": 0.8936846301020409, "mask_rcnn/false_negative": 0.09299163077639955, "mask_rcnn/false_positive": 0.1380326162709732, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7969220923259854, "total_loss": 1.6555471633291745} {"data_time": 0.013790970668196678, "eta_seconds": 58548.49067108054, "iteration": 194839, "loss_fcos_cls": 0.25743436347693205, "loss_fcos_ctr": 0.6212416272610426, "loss_fcos_loc": 0.1979873003438115, "loss_mask": 0.27786431973800063, "loss_maskiou": 0.005148809606907889, "loss_sem_seg": 0.2846313191112131, "lr": 0.01, "mask_rcnn/accuracy": 0.8678151107381729, "mask_rcnn/false_negative": 0.10021597301594914, "mask_rcnn/false_positive": 0.17678206171757407, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.781419406645, "total_loss": 1.6508499007322825} {"data_time": 0.017368135042488575, "eta_seconds": 58514.70071603637, "iteration": 194859, "loss_fcos_cls": 0.2642804415663704, "loss_fcos_ctr": 0.621086887549609, "loss_fcos_loc": 0.19676170812454075, "loss_mask": 0.2654004469513893, "loss_maskiou": 0.005248111476248596, "loss_sem_seg": 0.28738251025788486, "lr": 0.01, "mask_rcnn/accuracy": 0.8892800182273867, "mask_rcnn/false_negative": 0.09264943595047143, "mask_rcnn/false_positive": 0.1596464554762677, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.5, "time": 0.7849296983331442, "total_loss": 1.628919370661606} {"data_time": 0.01581303495913744, "eta_seconds": 58467.72963168658, "iteration": 194879, "loss_fcos_cls": 0.2512465976178646, "loss_fcos_ctr": 0.6214687917381525, "loss_fcos_loc": 0.18950235220836475, "loss_mask": 0.25637307204306126, "loss_maskiou": 0.004986537402146496, "loss_sem_seg": 0.2670125416480005, "lr": 0.01, "mask_rcnn/accuracy": 0.8807258100608664, "mask_rcnn/false_negative": 0.09254575946032076, "mask_rcnn/false_positive": 0.1259826872119325, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.5, "time": 0.7757593085989356, "total_loss": 1.602777210471686} {"data_time": 0.015143007040023804, "eta_seconds": 58397.449119091034, "iteration": 194899, "loss_fcos_cls": 0.2542966448236257, "loss_fcos_ctr": 0.617856272496283, "loss_fcos_loc": 0.18561026314273477, "loss_mask": 0.2608197368681431, "loss_maskiou": 0.00574905943358317, "loss_sem_seg": 0.28288472816348076, "lr": 0.01, "mask_rcnn/accuracy": 0.8786189475790316, "mask_rcnn/false_negative": 0.0936343096198376, "mask_rcnn/false_positive": 0.1394379731747593, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.75, "time": 0.7655680309981108, "total_loss": 1.6431553378788522} {"data_time": 0.0163737079128623, "eta_seconds": 58467.9767964324, "iteration": 194919, "loss_fcos_cls": 0.26141598634421825, "loss_fcos_ctr": 0.6239627012982965, "loss_fcos_loc": 0.20310094684828073, "loss_mask": 0.2818195386789739, "loss_maskiou": 0.006246823933906853, "loss_sem_seg": 0.2675345407333225, "lr": 0.01, "mask_rcnn/accuracy": 0.8742267954612675, "mask_rcnn/false_negative": 0.09101796602862364, "mask_rcnn/false_positive": 0.17300258615044417, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.75, "time": 0.7864956809207797, "total_loss": 1.659303093343624} {"data_time": 0.0169656528159976, "eta_seconds": 58482.045937276445, "iteration": 194939, "loss_fcos_cls": 0.27452478554914705, "loss_fcos_ctr": 0.6215357100591063, "loss_fcos_loc": 0.19649027835112065, "loss_mask": 0.28096717270091176, "loss_maskiou": 0.006064995228371117, "loss_sem_seg": 0.2581101623363793, "lr": 0.01, "mask_rcnn/accuracy": 0.8833307874641003, "mask_rcnn/false_negative": 0.09403382628052923, "mask_rcnn/false_positive": 0.13390752327467517, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.5, "time": 0.7895719772204757, "total_loss": 1.6510060437576612} {"data_time": 0.01678084395825863, "eta_seconds": 58468.34672386851, "iteration": 194959, "loss_fcos_cls": 0.2521269848803058, "loss_fcos_ctr": 0.6227678554132581, "loss_fcos_loc": 0.198588649276644, "loss_mask": 0.2704310044646263, "loss_maskiou": 0.005069846476544626, "loss_sem_seg": 0.2700713025406003, "lr": 0.01, "mask_rcnn/accuracy": 0.8821151696565723, "mask_rcnn/false_negative": 0.08756101099112124, "mask_rcnn/false_positive": 0.14467015156912932, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.5, "time": 0.7756664846092463, "total_loss": 1.6387152171955677} {"data_time": 0.015703235752880573, "eta_seconds": 58446.65261317603, "iteration": 194979, "loss_fcos_cls": 0.25293014280032367, "loss_fcos_ctr": 0.6196235353127122, "loss_fcos_loc": 0.19198961660731584, "loss_mask": 0.2695658542215824, "loss_maskiou": 0.005902168868487934, "loss_sem_seg": 0.2895833132788539, "lr": 0.01, "mask_rcnn/accuracy": 0.8656818225410465, "mask_rcnn/false_negative": 0.10393316664356818, "mask_rcnn/false_positive": 0.15639176328126148, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7775621954351664, "total_loss": 1.6485908584290883} {"data_time": 0.016000590287148952, "eta_seconds": 58424.24139647558, "iteration": 194999, "loss_fcos_cls": 0.2604495033156127, "loss_fcos_ctr": 0.6186517691239715, "loss_fcos_loc": 0.19949382077902555, "loss_mask": 0.2649521790444851, "loss_maskiou": 0.006036700622644275, "loss_sem_seg": 0.27572943759150803, "lr": 0.01, "mask_rcnn/accuracy": 0.8875585269045506, "mask_rcnn/false_negative": 0.08194237579496742, "mask_rcnn/false_positive": 0.13419606945208998, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.0, "time": 0.770556066185236, "total_loss": 1.6404360031883698} {"data_time": 0.020038245245814323, "eta_seconds": 58404.82114394102, "iteration": 195019, "loss_fcos_cls": 0.2530410753097385, "loss_fcos_ctr": 0.6207011956721544, "loss_fcos_loc": 0.19869462586939335, "loss_mask": 0.265672676730901, "loss_maskiou": 0.005153081347089028, "loss_sem_seg": 0.3094166461378336, "lr": 0.01, "mask_rcnn/accuracy": 0.8683535161052374, "mask_rcnn/false_negative": 0.11328555412197888, "mask_rcnn/false_positive": 0.1436043687437415, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.75, "time": 0.7885822607204318, "total_loss": 1.6433707225805847} {"data_time": 0.015812535770237446, "eta_seconds": 58358.87656236626, "iteration": 195039, "loss_fcos_cls": 0.25096138869412243, "loss_fcos_ctr": 0.6199176083318889, "loss_fcos_loc": 0.19124461920000613, "loss_mask": 0.2666949313133955, "loss_maskiou": 0.005112310009280918, "loss_sem_seg": 0.2992355430033058, "lr": 0.01, "mask_rcnn/accuracy": 0.8984235538186907, "mask_rcnn/false_negative": 0.07324199244138695, "mask_rcnn/false_positive": 0.12897931339552543, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.5, "time": 0.7689135139808059, "total_loss": 1.6193975877577031} {"data_time": 0.015986054204404354, "eta_seconds": 58358.95431735646, "iteration": 195059, "loss_fcos_cls": 0.2472702800296247, "loss_fcos_ctr": 0.6160530913621187, "loss_fcos_loc": 0.18931315513327718, "loss_mask": 0.26327277161180973, "loss_maskiou": 0.005449043877888471, "loss_sem_seg": 0.26572464872151613, "lr": 0.01, "mask_rcnn/accuracy": 0.8868608308068239, "mask_rcnn/false_negative": 0.09772564641604534, "mask_rcnn/false_positive": 0.13187156665555386, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.765225320123136, "total_loss": 1.5923697684474973} {"data_time": 0.016890225000679493, "eta_seconds": 58374.848481482826, "iteration": 195079, "loss_fcos_cls": 0.24173605535179377, "loss_fcos_ctr": 0.6179540324956179, "loss_fcos_loc": 0.1868515145033598, "loss_mask": 0.2614032570272684, "loss_maskiou": 0.005284423241391778, "loss_sem_seg": 0.25000520795583725, "lr": 0.01, "mask_rcnn/accuracy": 0.8916762247534673, "mask_rcnn/false_negative": 0.10210197256347547, "mask_rcnn/false_positive": 0.1181135594209881, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.5, "time": 0.7977045755833387, "total_loss": 1.5618874565770966} {"data_time": 0.0157393841072917, "eta_seconds": 58379.27934994921, "iteration": 195099, "loss_fcos_cls": 0.24903264991007745, "loss_fcos_ctr": 0.6186758228577673, "loss_fcos_loc": 0.18879625026602298, "loss_mask": 0.27026248443871737, "loss_maskiou": 0.0050749111323966645, "loss_sem_seg": 0.28970582922920585, "lr": 0.01, "mask_rcnn/accuracy": 0.9014725012261958, "mask_rcnn/false_negative": 0.07453531933287705, "mask_rcnn/false_positive": 0.14095085571678675, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 22.5, "time": 0.7857600087299943, "total_loss": 1.5898204674704175} {"data_time": 0.01625656895339489, "eta_seconds": 58359.955360157415, "iteration": 195119, "loss_fcos_cls": 0.26538692449685186, "loss_fcos_ctr": 0.6202508811838925, "loss_fcos_loc": 0.19519410270731896, "loss_mask": 0.25719599798321724, "loss_maskiou": 0.005093142870464362, "loss_sem_seg": 0.2729886283632368, "lr": 0.01, "mask_rcnn/accuracy": 0.87385285439477, "mask_rcnn/false_negative": 0.08579175484324812, "mask_rcnn/false_positive": 0.14362119354141994, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.0, "time": 0.7982816966250539, "total_loss": 1.6314447678814759} {"data_time": 0.016438488848507404, "eta_seconds": 58326.22055275645, "iteration": 195139, "loss_fcos_cls": 0.25111597357317805, "loss_fcos_ctr": 0.6207131347618997, "loss_fcos_loc": 0.1970444514299743, "loss_mask": 0.26268491614609957, "loss_maskiou": 0.005474410965689458, "loss_sem_seg": 0.26651158300228417, "lr": 0.01, "mask_rcnn/accuracy": 0.8905441640942091, "mask_rcnn/false_negative": 0.09936402656290051, "mask_rcnn/false_positive": 0.11268941882197267, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.5, "time": 0.7565112095326185, "total_loss": 1.6171522824879503} {"data_time": 0.01722144801169634, "eta_seconds": 58310.63801430445, "iteration": 195159, "loss_fcos_cls": 0.25172061601188034, "loss_fcos_ctr": 0.6203153189271688, "loss_fcos_loc": 0.1997042580624111, "loss_mask": 0.26996722538024187, "loss_maskiou": 0.005704646100639366, "loss_sem_seg": 0.24931070813909173, "lr": 0.01, "mask_rcnn/accuracy": 0.8958760587568361, "mask_rcnn/false_negative": 0.09280098209774684, "mask_rcnn/false_positive": 0.117728442652382, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.25, "time": 0.7591367643326521, "total_loss": 1.6234748741453586} {"data_time": 0.018645507283508778, "eta_seconds": 58275.95752713457, "iteration": 195179, "loss_fcos_cls": 0.24852700880728662, "loss_fcos_ctr": 0.6203682813793421, "loss_fcos_loc": 0.19735562149435282, "loss_mask": 0.27397092804312706, "loss_maskiou": 0.005451855198771227, "loss_sem_seg": 0.2706955000758171, "lr": 0.01, "mask_rcnn/accuracy": 0.86346706864564, "mask_rcnn/false_negative": 0.10483679559411474, "mask_rcnn/false_positive": 0.1855839828528083, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.0, "time": 0.7627893760800362, "total_loss": 1.636140508337121} {"data_time": 0.01582400966435671, "eta_seconds": 58264.61405406613, "iteration": 195199, "loss_fcos_cls": 0.25118752638809383, "loss_fcos_ctr": 0.6201570783741772, "loss_fcos_loc": 0.1940865779761225, "loss_mask": 0.25812610145658255, "loss_maskiou": 0.005558159697102383, "loss_sem_seg": 0.24718446005135775, "lr": 0.01, "mask_rcnn/accuracy": 0.875028621920575, "mask_rcnn/false_negative": 0.1052849369822679, "mask_rcnn/false_positive": 0.12493226108682287, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.0, "time": 0.7813450619578362, "total_loss": 1.5855014344706433} {"data_time": 0.016851001419126987, "eta_seconds": 58189.41916868929, "iteration": 195219, "loss_fcos_cls": 0.25654830085113645, "loss_fcos_ctr": 0.6199502786621451, "loss_fcos_loc": 0.20069268997758627, "loss_mask": 0.27338329143822193, "loss_maskiou": 0.0058515841665212065, "loss_sem_seg": 0.27819908037781715, "lr": 0.01, "mask_rcnn/accuracy": 0.8801282596371882, "mask_rcnn/false_negative": 0.09543609081868769, "mask_rcnn/false_positive": 0.1250868082115409, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 29.5, "time": 0.7620623540133238, "total_loss": 1.6475999823742313} {"data_time": 0.0196914067491889, "eta_seconds": 58203.17192512192, "iteration": 195239, "loss_fcos_cls": 0.24636043945793062, "loss_fcos_ctr": 0.6209757216274738, "loss_fcos_loc": 0.20075637800619006, "loss_mask": 0.27482833806425333, "loss_maskiou": 0.005429435732366983, "loss_sem_seg": 0.3012416120618582, "lr": 0.01, "mask_rcnn/accuracy": 0.8843656516517813, "mask_rcnn/false_negative": 0.08918593070396238, "mask_rcnn/false_positive": 0.15444531751485674, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7867237301543355, "total_loss": 1.6434992000213242} {"data_time": 0.015534735284745693, "eta_seconds": 58152.03087843303, "iteration": 195259, "loss_fcos_cls": 0.25174807966686785, "loss_fcos_ctr": 0.6204635025933385, "loss_fcos_loc": 0.19667215831577778, "loss_mask": 0.276821618899703, "loss_maskiou": 0.005973808431008365, "loss_sem_seg": 0.32598824123851955, "lr": 0.01, "mask_rcnn/accuracy": 0.878606215213358, "mask_rcnn/false_negative": 0.10230196475391873, "mask_rcnn/false_positive": 0.13939576623702632, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 36.25, "time": 0.7568828593939543, "total_loss": 1.7012185407220386} {"data_time": 0.01567814964801073, "eta_seconds": 58136.46993306745, "iteration": 195279, "loss_fcos_cls": 0.26924270181916654, "loss_fcos_ctr": 0.621784433722496, "loss_fcos_loc": 0.20100460422690958, "loss_mask": 0.2691344106569886, "loss_maskiou": 0.006035523198079318, "loss_sem_seg": 0.28589781606569886, "lr": 0.01, "mask_rcnn/accuracy": 0.8973298997018162, "mask_rcnn/false_negative": 0.09412733011919974, "mask_rcnn/false_positive": 0.10767240858702391, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 24.0, "time": 0.7962829703465104, "total_loss": 1.640268412491423} {"data_time": 0.015936668030917645, "eta_seconds": 58038.56389175728, "iteration": 195299, "loss_fcos_cls": 0.2577770866919309, "loss_fcos_ctr": 0.6203463124111295, "loss_fcos_loc": 0.19548881496302783, "loss_mask": 0.26899897027760744, "loss_maskiou": 0.005786212554085068, "loss_sem_seg": 0.26349971909075975, "lr": 0.01, "mask_rcnn/accuracy": 0.8758813983851254, "mask_rcnn/false_negative": 0.1256086215520846, "mask_rcnn/false_positive": 0.10447443626956754, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 21.25, "time": 0.7579518584534526, "total_loss": 1.6137774920935044} {"data_time": 0.01449916884303093, "eta_seconds": 58073.686813038774, "iteration": 195319, "loss_fcos_cls": 0.25948988599702716, "loss_fcos_ctr": 0.6197503791190684, "loss_fcos_loc": 0.19401485368143767, "loss_mask": 0.26442338759079576, "loss_maskiou": 0.005084583724965341, "loss_sem_seg": 0.2769068735651672, "lr": 0.01, "mask_rcnn/accuracy": 0.8903544684002633, "mask_rcnn/false_negative": 0.08382723158234076, "mask_rcnn/false_positive": 0.15625692372539937, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.0, "time": 0.783068728633225, "total_loss": 1.6184197573020356} {"data_time": 0.0160342650488019, "eta_seconds": 58029.46013241727, "iteration": 195339, "loss_fcos_cls": 0.25789334112778306, "loss_fcos_ctr": 0.6217295965179801, "loss_fcos_loc": 0.20521271228790283, "loss_mask": 0.2796319960616529, "loss_maskiou": 0.0054689917305950075, "loss_sem_seg": 0.31505964463576674, "lr": 0.01, "mask_rcnn/accuracy": 0.8726574181810759, "mask_rcnn/false_negative": 0.07993702560827524, "mask_rcnn/false_positive": 0.17166336848030034, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.5, "time": 0.7664104327559471, "total_loss": 1.670333151705563} {"data_time": 0.01683450024574995, "eta_seconds": 58062.48432906531, "iteration": 195359, "loss_fcos_cls": 0.25464315549470484, "loss_fcos_ctr": 0.6200455250218511, "loss_fcos_loc": 0.1958476280560717, "loss_mask": 0.25867082737386227, "loss_maskiou": 0.005428897133242572, "loss_sem_seg": 0.2626428506337106, "lr": 0.01, "mask_rcnn/accuracy": 0.8963096665905168, "mask_rcnn/false_negative": 0.08583791966044295, "mask_rcnn/false_positive": 0.13320257473166558, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 24.5, "time": 0.7923490097746253, "total_loss": 1.5745386597482138} {"data_time": 0.017195723950862885, "eta_seconds": 57976.40829663351, "iteration": 195379, "loss_fcos_cls": 0.24064530665054917, "loss_fcos_ctr": 0.619359603151679, "loss_fcos_loc": 0.18039531842805445, "loss_mask": 0.2613590871915221, "loss_maskiou": 0.005225639593845699, "loss_sem_seg": 0.28758997563272715, "lr": 0.01, "mask_rcnn/accuracy": 0.8928370290423862, "mask_rcnn/false_negative": 0.07295626383494432, "mask_rcnn/false_positive": 0.13973816189485122, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.75, "time": 0.7630047593265772, "total_loss": 1.5962852822704008} {"data_time": 0.015850591473281384, "eta_seconds": 57951.84432768915, "iteration": 195399, "loss_fcos_cls": 0.25208394858054817, "loss_fcos_ctr": 0.6207613367587328, "loss_fcos_loc": 0.19243656983599067, "loss_mask": 0.26834657322615385, "loss_maskiou": 0.006229055565199815, "loss_sem_seg": 0.2652718396857381, "lr": 0.01, "mask_rcnn/accuracy": 0.8866219958502095, "mask_rcnn/false_negative": 0.07425247594641267, "mask_rcnn/false_positive": 0.1375680999316815, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7738372702151537, "total_loss": 1.5901129518315429} {"data_time": 0.01672334596514702, "eta_seconds": 57949.091910616495, "iteration": 195419, "loss_fcos_cls": 0.2747416263446212, "loss_fcos_ctr": 0.622374058701098, "loss_fcos_loc": 0.20298910641577095, "loss_mask": 0.275226685218513, "loss_maskiou": 0.006057973179849796, "loss_sem_seg": 0.2850615346105769, "lr": 0.01, "mask_rcnn/accuracy": 0.8643301893125671, "mask_rcnn/false_negative": 0.10169081968486793, "mask_rcnn/false_positive": 0.14076045717244587, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 21.0, "time": 0.7795982928946614, "total_loss": 1.672925629769452} {"data_time": 0.016474341042339802, "eta_seconds": 58000.25313245319, "iteration": 195439, "loss_fcos_cls": 0.25935685890726745, "loss_fcos_ctr": 0.620219221804291, "loss_fcos_loc": 0.1964811660000123, "loss_mask": 0.26542109763249755, "loss_maskiou": 0.0055727531980664935, "loss_sem_seg": 0.27697556442581117, "lr": 0.01, "mask_rcnn/accuracy": 0.889906462585034, "mask_rcnn/false_negative": 0.08164779815511163, "mask_rcnn/false_positive": 0.14963195008225325, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7807183647528291, "total_loss": 1.6307505453769409} {"data_time": 0.01652043778449297, "eta_seconds": 57964.819548890926, "iteration": 195459, "loss_fcos_cls": 0.24950011074543, "loss_fcos_ctr": 0.6195989828556776, "loss_fcos_loc": 0.19616906472947448, "loss_mask": 0.2729200404137373, "loss_maskiou": 0.005696987544069998, "loss_sem_seg": 0.2789330487139523, "lr": 0.01, "mask_rcnn/accuracy": 0.8565115603203306, "mask_rcnn/false_negative": 0.11415459465075077, "mask_rcnn/false_positive": 0.18390757917853534, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.7681377846747637, "total_loss": 1.6118824499862967} {"data_time": 0.014447633177042007, "eta_seconds": 57949.26708258409, "iteration": 195479, "loss_fcos_cls": 0.27278791763819754, "loss_fcos_ctr": 0.6205040430650115, "loss_fcos_loc": 0.19897656387183815, "loss_mask": 0.27248867228627205, "loss_maskiou": 0.0050162826519226655, "loss_sem_seg": 0.2886315193027258, "lr": 0.01, "mask_rcnn/accuracy": 0.8741314234026945, "mask_rcnn/false_negative": 0.09831929555093347, "mask_rcnn/false_positive": 0.16599669301650144, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.75, "time": 0.7780913468450308, "total_loss": 1.6600480780398357} {"data_time": 0.014720589853823185, "eta_seconds": 57921.006643701345, "iteration": 195499, "loss_fcos_cls": 0.2637641355395317, "loss_fcos_ctr": 0.6178633961826563, "loss_fcos_loc": 0.18958504241891205, "loss_mask": 0.27448551217094064, "loss_maskiou": 0.005436106308479793, "loss_sem_seg": 0.27130392473191023, "lr": 0.01, "mask_rcnn/accuracy": 0.882002979763334, "mask_rcnn/false_negative": 0.10383880014257668, "mask_rcnn/false_positive": 0.14119366247010756, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.25, "time": 0.7790077002719045, "total_loss": 1.6464447202670272} {"data_time": 0.016121217980980873, "eta_seconds": 57858.62545234803, "iteration": 195519, "loss_fcos_cls": 0.2598180326167494, "loss_fcos_ctr": 0.6183526068925858, "loss_fcos_loc": 0.18701221863739192, "loss_mask": 0.2780112302862108, "loss_maskiou": 0.005719297842006199, "loss_sem_seg": 0.269004269503057, "lr": 0.01, "mask_rcnn/accuracy": 0.8851136321737367, "mask_rcnn/false_negative": 0.09171316219264866, "mask_rcnn/false_positive": 0.1477102094293336, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 32.25, "time": 0.7890409771353006, "total_loss": 1.640809453878319} {"data_time": 0.016970091499388218, "eta_seconds": 57850.18818573002, "iteration": 195539, "loss_fcos_cls": 0.2626067048404366, "loss_fcos_ctr": 0.6193979955278337, "loss_fcos_loc": 0.20262157125398517, "loss_mask": 0.2762602996081114, "loss_maskiou": 0.005881256154680159, "loss_sem_seg": 0.26320835296064615, "lr": 0.01, "mask_rcnn/accuracy": 0.8843446230468639, "mask_rcnn/false_negative": 0.09263393174976689, "mask_rcnn/false_positive": 0.137905151271446, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7899316800758243, "total_loss": 1.6317911253499915} {"data_time": 0.01607232354581356, "eta_seconds": 57834.649799679406, "iteration": 195559, "loss_fcos_cls": 0.2653509381925687, "loss_fcos_ctr": 0.6190263610333204, "loss_fcos_loc": 0.19950044457800686, "loss_mask": 0.28751148376613855, "loss_maskiou": 0.005318206200172426, "loss_sem_seg": 0.2897404609248042, "lr": 0.01, "mask_rcnn/accuracy": 0.8763758590170763, "mask_rcnn/false_negative": 0.07776402523553237, "mask_rcnn/false_positive": 0.14212578519567276, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.0, "time": 0.7563782362267375, "total_loss": 1.6379780003189808} {"data_time": 0.016466155648231506, "eta_seconds": 57806.30265627522, "iteration": 195579, "loss_fcos_cls": 0.25984751572832465, "loss_fcos_ctr": 0.6210764637216926, "loss_fcos_loc": 0.19947119965218008, "loss_mask": 0.26229865849018097, "loss_maskiou": 0.005188383409404196, "loss_sem_seg": 0.284001006744802, "lr": 0.01, "mask_rcnn/accuracy": 0.8819456372380625, "mask_rcnn/false_negative": 0.10243316427504633, "mask_rcnn/false_positive": 0.12819656986148104, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.5, "time": 0.7686802055686712, "total_loss": 1.6322204734024126} {"data_time": 0.01494602020829916, "eta_seconds": 57790.76771246735, "iteration": 195599, "loss_fcos_cls": 0.25733103789389133, "loss_fcos_ctr": 0.621123761869967, "loss_fcos_loc": 0.195477090543136, "loss_mask": 0.2659675646573305, "loss_maskiou": 0.005448810770758428, "loss_sem_seg": 0.2727039160672575, "lr": 0.01, "mask_rcnn/accuracy": 0.8908242072572736, "mask_rcnn/false_negative": 0.12714840455609414, "mask_rcnn/false_positive": 0.11695443663919874, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.5, "time": 0.7770204488188028, "total_loss": 1.6200877206792939} {"data_time": 0.017110266722738743, "eta_seconds": 57770.96771752089, "iteration": 195619, "loss_fcos_cls": 0.24018784635700285, "loss_fcos_ctr": 0.6204375764355063, "loss_fcos_loc": 0.19030759786255658, "loss_mask": 0.26540256291627884, "loss_maskiou": 0.0055334495518764015, "loss_sem_seg": 0.23505746410228312, "lr": 0.01, "mask_rcnn/accuracy": 0.878922193877551, "mask_rcnn/false_negative": 0.10606460166505774, "mask_rcnn/false_positive": 0.15391832571950204, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 27.75, "time": 0.7778582461178303, "total_loss": 1.586593161940982} {"data_time": 0.016004661098122597, "eta_seconds": 57755.73856921401, "iteration": 195639, "loss_fcos_cls": 0.24087658303324133, "loss_fcos_ctr": 0.6203804328106344, "loss_fcos_loc": 0.18934749730397016, "loss_mask": 0.28092635329812765, "loss_maskiou": 0.005317127623129636, "loss_sem_seg": 0.2468353072181344, "lr": 0.01, "mask_rcnn/accuracy": 0.8833165842094414, "mask_rcnn/false_negative": 0.08545733468347369, "mask_rcnn/false_positive": 0.15356961498108476, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7775807986035943, "total_loss": 1.598976169454545} {"data_time": 0.015327396802604198, "eta_seconds": 57744.16288104374, "iteration": 195659, "loss_fcos_cls": 0.25493654143065214, "loss_fcos_ctr": 0.6205518823117018, "loss_fcos_loc": 0.20236558048054576, "loss_mask": 0.27603174559772015, "loss_maskiou": 0.005250520131085068, "loss_sem_seg": 0.28498293831944466, "lr": 0.01, "mask_rcnn/accuracy": 0.8826630652260904, "mask_rcnn/false_negative": 0.0947072188694808, "mask_rcnn/false_positive": 0.15442412931441468, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7898856559768319, "total_loss": 1.6388285996508785} {"data_time": 0.017057607881724834, "eta_seconds": 57728.62793723587, "iteration": 195679, "loss_fcos_cls": 0.25717502721818164, "loss_fcos_ctr": 0.6214344813488424, "loss_fcos_loc": 0.2077327367151156, "loss_mask": 0.2786510232836008, "loss_maskiou": 0.005601760916761123, "loss_sem_seg": 0.28074156353250146, "lr": 0.01, "mask_rcnn/accuracy": 0.8756675170068027, "mask_rcnn/false_negative": 0.117972773478172, "mask_rcnn/false_positive": 0.13818539937179114, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 37.75, "time": 0.7809355529025197, "total_loss": 1.671813376553473} {"data_time": 0.017587226815521717, "eta_seconds": 57710.19040578883, "iteration": 195699, "loss_fcos_cls": 0.2589962143683806, "loss_fcos_ctr": 0.6217384878546, "loss_fcos_loc": 0.20515867928043008, "loss_mask": 0.2713260054588318, "loss_maskiou": 0.005719119988498278, "loss_sem_seg": 0.2688945233821869, "lr": 0.01, "mask_rcnn/accuracy": 0.8901335375587867, "mask_rcnn/false_negative": 0.09134633483905169, "mask_rcnn/false_positive": 0.12787805817750977, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 38.0, "time": 0.7721442803740501, "total_loss": 1.626531022688141} {"data_time": 0.016337397508323193, "eta_seconds": 57697.55804962013, "iteration": 195719, "loss_fcos_cls": 0.2464394811540842, "loss_fcos_ctr": 0.6187116294167936, "loss_fcos_loc": 0.19180648657493293, "loss_mask": 0.26482309959828854, "loss_maskiou": 0.005140306107932702, "loss_sem_seg": 0.2695457376539707, "lr": 0.01, "mask_rcnn/accuracy": 0.8872677119628338, "mask_rcnn/false_negative": 0.11350389685772388, "mask_rcnn/false_positive": 0.11251685640701907, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 31.75, "time": 0.7723920606076717, "total_loss": 1.582155398951727} {"data_time": 0.016202942468225956, "eta_seconds": 57682.02310581226, "iteration": 195739, "loss_fcos_cls": 0.25834426446817815, "loss_fcos_ctr": 0.6200375501066446, "loss_fcos_loc": 0.1971262211445719, "loss_mask": 0.275588471442461, "loss_maskiou": 0.006009266246110201, "loss_sem_seg": 0.3069335467880592, "lr": 0.01, "mask_rcnn/accuracy": 0.8941161991112234, "mask_rcnn/false_negative": 0.11618729585511658, "mask_rcnn/false_positive": 0.10514467094242028, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7677709646522999, "total_loss": 1.6666476226528175} {"data_time": 0.01842508278787136, "eta_seconds": 57675.93196568079, "iteration": 195759, "loss_fcos_cls": 0.2637748464476317, "loss_fcos_ctr": 0.6217563906684518, "loss_fcos_loc": 0.20348237990401685, "loss_mask": 0.2706004260107875, "loss_maskiou": 0.005565309984376654, "loss_sem_seg": 0.31395631842315197, "lr": 0.01, "mask_rcnn/accuracy": 0.8805166169457816, "mask_rcnn/false_negative": 0.0993923094908978, "mask_rcnn/false_positive": 0.13334957997723512, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 24.25, "time": 0.7685004388913512, "total_loss": 1.649544963009248} {"data_time": 0.015547743998467922, "eta_seconds": 57683.447367578745, "iteration": 195779, "loss_fcos_cls": 0.2588378619402647, "loss_fcos_ctr": 0.6201950553804636, "loss_fcos_loc": 0.19923994864802808, "loss_mask": 0.2770294900983572, "loss_maskiou": 0.005716076586395502, "loss_sem_seg": 0.2705408891197294, "lr": 0.01, "mask_rcnn/accuracy": 0.889223388218924, "mask_rcnn/false_negative": 0.08651861605082585, "mask_rcnn/false_positive": 0.13023890859637838, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.0, "time": 0.7775158109143376, "total_loss": 1.6414358281035675} {"data_time": 0.01733778417110443, "eta_seconds": 57632.51959327515, "iteration": 195799, "loss_fcos_cls": 0.24853937700390816, "loss_fcos_ctr": 0.620086757466197, "loss_fcos_loc": 0.2011598040116951, "loss_mask": 0.287652600556612, "loss_maskiou": 0.006127535016275942, "loss_sem_seg": 0.29203716618940234, "lr": 0.01, "mask_rcnn/accuracy": 0.8891098030532285, "mask_rcnn/false_negative": 0.0955613220743716, "mask_rcnn/false_positive": 0.14125174206784336, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 28.5, "time": 0.7676131576299667, "total_loss": 1.6498086517603952} {"data_time": 0.015201344154775143, "eta_seconds": 57638.627656197175, "iteration": 195819, "loss_fcos_cls": 0.25524473167024553, "loss_fcos_ctr": 0.6197139136493206, "loss_fcos_loc": 0.1963552221423015, "loss_mask": 0.2797323614358902, "loss_maskiou": 0.00599053574478603, "loss_sem_seg": 0.2741721561178565, "lr": 0.01, "mask_rcnn/accuracy": 0.8692647758027943, "mask_rcnn/false_negative": 0.10031767067355155, "mask_rcnn/false_positive": 0.1446221203445474, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 29.25, "time": 0.7921505384147167, "total_loss": 1.6460700959214591} {"data_time": 0.015490598045289516, "eta_seconds": 57596.62840099167, "iteration": 195839, "loss_fcos_cls": 0.2551093327347189, "loss_fcos_ctr": 0.6200442016124725, "loss_fcos_loc": 0.19949976145289838, "loss_mask": 0.27311722561717033, "loss_maskiou": 0.005946845354628749, "loss_sem_seg": 0.26409479207359254, "lr": 0.01, "mask_rcnn/accuracy": 0.8795174319727891, "mask_rcnn/false_negative": 0.09621158901245241, "mask_rcnn/false_positive": 0.14477518437041617, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.7691897870972753, "total_loss": 1.61498273282632} {"data_time": 0.019747366197407246, "eta_seconds": 57548.63358294871, "iteration": 195859, "loss_fcos_cls": 0.25988034647889435, "loss_fcos_ctr": 0.6202910882420838, "loss_fcos_loc": 0.20124043012037873, "loss_mask": 0.2699472764506936, "loss_maskiou": 0.0055456409536418505, "loss_sem_seg": 0.26647908706218004, "lr": 0.01, "mask_rcnn/accuracy": 0.8704511634199135, "mask_rcnn/false_negative": 0.11851963294545104, "mask_rcnn/false_positive": 0.13320965403889096, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7702616844326258, "total_loss": 1.606038036166865} {"data_time": 0.01796200778335333, "eta_seconds": 57517.56151766516, "iteration": 195879, "loss_fcos_cls": 0.25966695020906627, "loss_fcos_ctr": 0.6191236590966582, "loss_fcos_loc": 0.19711483357241377, "loss_mask": 0.26941931154578924, "loss_maskiou": 0.005430479752249084, "loss_sem_seg": 0.2830038112588227, "lr": 0.01, "mask_rcnn/accuracy": 0.878961429306196, "mask_rcnn/false_negative": 0.08979305941828303, "mask_rcnn/false_positive": 0.14911403534126477, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.0, "time": 0.7695106621831656, "total_loss": 1.646443810321216} {"data_time": 0.014622257091104984, "eta_seconds": 57512.14543815423, "iteration": 195899, "loss_fcos_cls": 0.25140631827525795, "loss_fcos_ctr": 0.6198156070895493, "loss_fcos_loc": 0.19674347655382007, "loss_mask": 0.263593883253634, "loss_maskiou": 0.005512066738447174, "loss_sem_seg": 0.3070571147836745, "lr": 0.01, "mask_rcnn/accuracy": 0.8824787909349787, "mask_rcnn/false_negative": 0.08154509943901739, "mask_rcnn/false_positive": 0.188856188872786, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.25, "time": 0.7804048899561167, "total_loss": 1.634308121399954} {"data_time": 0.014974898658692837, "eta_seconds": 57502.061267833225, "iteration": 195919, "loss_fcos_cls": 0.259547374676913, "loss_fcos_ctr": 0.6214287504553795, "loss_fcos_loc": 0.1994209927506745, "loss_mask": 0.2584549724124372, "loss_maskiou": 0.004723049598396756, "loss_sem_seg": 0.26390810310840607, "lr": 0.01, "mask_rcnn/accuracy": 0.8864178895242307, "mask_rcnn/false_negative": 0.09094749938458596, "mask_rcnn/false_positive": 0.14944975804395402, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7838194826617837, "total_loss": 1.631560875903233} {"data_time": 0.01774303801357746, "eta_seconds": 57433.37941061519, "iteration": 195939, "loss_fcos_cls": 0.2511830716393888, "loss_fcos_ctr": 0.6206068550236523, "loss_fcos_loc": 0.1925957059720531, "loss_mask": 0.26304475124925375, "loss_maskiou": 0.0051729568313021446, "loss_sem_seg": 0.2792581277899444, "lr": 0.01, "mask_rcnn/accuracy": 0.905187700080032, "mask_rcnn/false_negative": 0.08003968103758816, "mask_rcnn/false_positive": 0.10823283385211419, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.5, "time": 0.7750154985114932, "total_loss": 1.6413110991124995} {"data_time": 0.016151104122400284, "eta_seconds": 57440.739281040616, "iteration": 195959, "loss_fcos_cls": 0.2541552484035492, "loss_fcos_ctr": 0.6211363896727562, "loss_fcos_loc": 0.20405117876362056, "loss_mask": 0.27043821942061186, "loss_maskiou": 0.005841407211846672, "loss_sem_seg": 0.2986239353194833, "lr": 0.01, "mask_rcnn/accuracy": 0.9041591587031638, "mask_rcnn/false_negative": 0.09091882408019905, "mask_rcnn/false_positive": 0.10414146573317563, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.5, "time": 0.7913079047575593, "total_loss": 1.6541115420259302} {"data_time": 0.015484028495848179, "eta_seconds": 57419.86091783829, "iteration": 195979, "loss_fcos_cls": 0.27570767560973763, "loss_fcos_ctr": 0.6206147596240044, "loss_fcos_loc": 0.19975506293121725, "loss_mask": 0.26871968153864145, "loss_maskiou": 0.0056087959674187005, "loss_sem_seg": 0.2825733730569482, "lr": 0.01, "mask_rcnn/accuracy": 0.8860439093219705, "mask_rcnn/false_negative": 0.08559383027759856, "mask_rcnn/false_positive": 0.15006042242739653, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 34.25, "time": 0.7730152551084757, "total_loss": 1.6677512763781124} {"data_time": 0.016095373779535294, "eta_seconds": 57381.67318724189, "iteration": 195999, "loss_fcos_cls": 0.2681338081602007, "loss_fcos_ctr": 0.6207454525865614, "loss_fcos_loc": 0.20176330697722733, "loss_mask": 0.26765070110559464, "loss_maskiou": 0.00598700870614266, "loss_sem_seg": 0.3360301796346903, "lr": 0.01, "mask_rcnn/accuracy": 0.8821228585723082, "mask_rcnn/false_negative": 0.09067065518469435, "mask_rcnn/false_positive": 0.15648641708694003, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.25, "time": 0.7577496413141489, "total_loss": 1.708972580396221} {"data_time": 0.015255631878972054, "eta_seconds": 57330.30959862005, "iteration": 196019, "loss_fcos_cls": 0.25451344856992364, "loss_fcos_ctr": 0.6203551478683949, "loss_fcos_loc": 0.19423449924215674, "loss_mask": 0.2641608938574791, "loss_maskiou": 0.005133839891641401, "loss_sem_seg": 0.2374638239853084, "lr": 0.01, "mask_rcnn/accuracy": 0.894197930530908, "mask_rcnn/false_negative": 0.09304724897110822, "mask_rcnn/false_positive": 0.12313988342540114, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.5, "time": 0.7746626371517777, "total_loss": 1.5673584640753688} {"data_time": 0.015910268761217594, "eta_seconds": 57318.35772080161, "iteration": 196039, "loss_fcos_cls": 0.25846383604221046, "loss_fcos_ctr": 0.6224885620176792, "loss_fcos_loc": 0.20109233679249883, "loss_mask": 0.26401748321950436, "loss_maskiou": 0.005595626949798316, "loss_sem_seg": 0.28508618497289717, "lr": 0.01, "mask_rcnn/accuracy": 0.8794592609771181, "mask_rcnn/false_negative": 0.10435281271660339, "mask_rcnn/false_positive": 0.13494591256695476, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 34.75, "time": 0.7784192739054561, "total_loss": 1.6274502040469088} {"data_time": 0.01723797805607319, "eta_seconds": 57314.003981234506, "iteration": 196059, "loss_fcos_cls": 0.2526224481407553, "loss_fcos_ctr": 0.6198451714590192, "loss_fcos_loc": 0.19496878993231803, "loss_mask": 0.28155488055199385, "loss_maskiou": 0.005904734971409198, "loss_sem_seg": 0.29132815857883543, "lr": 0.01, "mask_rcnn/accuracy": 0.884892318313464, "mask_rcnn/false_negative": 0.07744005855971783, "mask_rcnn/false_positive": 0.14393559441315007, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.75, "time": 0.7742601316422224, "total_loss": 1.6379934109718306} {"data_time": 0.017327082343399525, "eta_seconds": 57287.35848730244, "iteration": 196079, "loss_fcos_cls": 0.2594087519682944, "loss_fcos_ctr": 0.6208394253626466, "loss_fcos_loc": 0.20197401416953653, "loss_mask": 0.28250372875481844, "loss_maskiou": 0.005609473621007055, "loss_sem_seg": 0.30247877072542906, "lr": 0.01, "mask_rcnn/accuracy": 0.8652844551282051, "mask_rcnn/false_negative": 0.10340735841600371, "mask_rcnn/false_positive": 0.17488567065207525, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.75, "time": 0.7834062520414591, "total_loss": 1.65363094775239} {"data_time": 0.016653929837048054, "eta_seconds": 57225.59790321719, "iteration": 196099, "loss_fcos_cls": 0.25558976957108825, "loss_fcos_ctr": 0.6191603131592274, "loss_fcos_loc": 0.1914708346594125, "loss_mask": 0.2752507170662284, "loss_maskiou": 0.005194961282541044, "loss_sem_seg": 0.293987411307171, "lr": 0.01, "mask_rcnn/accuracy": 0.8658300623887423, "mask_rcnn/false_negative": 0.10029828108251561, "mask_rcnn/false_positive": 0.1633021561992306, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.25, "time": 0.7634912971407175, "total_loss": 1.6372404870489845} {"data_time": 0.017629403620958328, "eta_seconds": 57210.110806181096, "iteration": 196119, "loss_fcos_cls": 0.2460904219187796, "loss_fcos_ctr": 0.6182700786739588, "loss_fcos_loc": 0.19105995539575815, "loss_mask": 0.2656803773716092, "loss_maskiou": 0.005576665498665534, "loss_sem_seg": 0.2573275344911963, "lr": 0.01, "mask_rcnn/accuracy": 0.8824365313135564, "mask_rcnn/false_negative": 0.09170937075957784, "mask_rcnn/false_positive": 0.11811905986278709, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.75, "time": 0.7844370324164629, "total_loss": 1.5757512265699916} {"data_time": 0.017561408691108227, "eta_seconds": 57273.11473200191, "iteration": 196139, "loss_fcos_cls": 0.26105193071998656, "loss_fcos_ctr": 0.6229682373814285, "loss_fcos_loc": 0.2075199626851827, "loss_mask": 0.2696668850257993, "loss_maskiou": 0.00550624675815925, "loss_sem_seg": 0.26797544211149216, "lr": 0.01, "mask_rcnn/accuracy": 0.8620909570724842, "mask_rcnn/false_negative": 0.09797679690057537, "mask_rcnn/false_positive": 0.15347790320049576, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 28.25, "time": 0.7920717662200332, "total_loss": 1.6041282643564045} {"data_time": 0.015353554859757423, "eta_seconds": 57280.23061069287, "iteration": 196159, "loss_fcos_cls": 0.2676372922724113, "loss_fcos_ctr": 0.6225099191069603, "loss_fcos_loc": 0.20185350917745382, "loss_mask": 0.27124216221272945, "loss_maskiou": 0.005311750472174026, "loss_sem_seg": 0.2688031969591975, "lr": 0.01, "mask_rcnn/accuracy": 0.8915178571428571, "mask_rcnn/false_negative": 0.10251898615028628, "mask_rcnn/false_positive": 0.13272671611426556, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7768773436546326, "total_loss": 1.635494848498638} {"data_time": 0.015714113600552082, "eta_seconds": 57277.430697346106, "iteration": 196179, "loss_fcos_cls": 0.2527390201576054, "loss_fcos_ctr": 0.6207664487883449, "loss_fcos_loc": 0.20477139693684876, "loss_mask": 0.2775330124422908, "loss_maskiou": 0.005834954776219092, "loss_sem_seg": 0.2677841344848275, "lr": 0.01, "mask_rcnn/accuracy": 0.8728808693017437, "mask_rcnn/false_negative": 0.09640661375739046, "mask_rcnn/false_positive": 0.16539038899670117, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.0, "time": 0.7831078385934234, "total_loss": 1.6533107792165538} {"data_time": 0.016778167337179184, "eta_seconds": 57261.91277407296, "iteration": 196199, "loss_fcos_cls": 0.2374492867384106, "loss_fcos_ctr": 0.6190210739150643, "loss_fcos_loc": 0.19014490209519863, "loss_mask": 0.2774682114832103, "loss_maskiou": 0.005585447361227125, "loss_sem_seg": 0.28519720397889614, "lr": 0.01, "mask_rcnn/accuracy": 0.8788361710052093, "mask_rcnn/false_negative": 0.11958976848859029, "mask_rcnn/false_positive": 0.11893516757897218, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7788450103253126, "total_loss": 1.6065000717062503} {"data_time": 0.015376918017864227, "eta_seconds": 57274.844059037045, "iteration": 196219, "loss_fcos_cls": 0.24805826228111982, "loss_fcos_ctr": 0.6208124421536922, "loss_fcos_loc": 0.19283093139529228, "loss_mask": 0.25910753570497036, "loss_maskiou": 0.0047981159295886755, "loss_sem_seg": 0.29197786119766533, "lr": 0.01, "mask_rcnn/accuracy": 0.8861386858566365, "mask_rcnn/false_negative": 0.08268689534581954, "mask_rcnn/false_positive": 0.11993305609276797, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.75, "time": 0.7731520067900419, "total_loss": 1.594426594383549} {"data_time": 0.01688725035637617, "eta_seconds": 57223.51629649568, "iteration": 196239, "loss_fcos_cls": 0.253494787029922, "loss_fcos_ctr": 0.6187880551442504, "loss_fcos_loc": 0.19052713713608682, "loss_mask": 0.26927638426423073, "loss_maskiou": 0.004958445060765371, "loss_sem_seg": 0.27096298430114985, "lr": 0.01, "mask_rcnn/accuracy": 0.8807368342073671, "mask_rcnn/false_negative": 0.07600874704852528, "mask_rcnn/false_positive": 0.15852164905142824, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.0, "time": 0.7631362192332745, "total_loss": 1.631623753295571} {"data_time": 0.016269342973828316, "eta_seconds": 57215.35900425352, "iteration": 196259, "loss_fcos_cls": 0.24471918889321387, "loss_fcos_ctr": 0.6189147103577852, "loss_fcos_loc": 0.19595411117188632, "loss_mask": 0.2662757528014481, "loss_maskiou": 0.005269921093713492, "loss_sem_seg": 0.30127466772682965, "lr": 0.01, "mask_rcnn/accuracy": 0.8881149101431618, "mask_rcnn/false_negative": 0.10861133972072562, "mask_rcnn/false_positive": 0.10962438249955271, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7765699103474617, "total_loss": 1.621009419181064} {"data_time": 0.01545753050595522, "eta_seconds": 57215.03448543418, "iteration": 196279, "loss_fcos_cls": 0.25822689931374043, "loss_fcos_ctr": 0.6194253554567695, "loss_fcos_loc": 0.19419200369156897, "loss_mask": 0.2700399439781904, "loss_maskiou": 0.005613452201032487, "loss_sem_seg": 0.2801938005723059, "lr": 0.01, "mask_rcnn/accuracy": 0.8863692854764282, "mask_rcnn/false_negative": 0.10455367744605168, "mask_rcnn/false_positive": 0.1258940424511624, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7857352653518319, "total_loss": 1.6539711497316603} {"data_time": 0.016433446668088436, "eta_seconds": 57238.125949454494, "iteration": 196299, "loss_fcos_cls": 0.2532000104547478, "loss_fcos_ctr": 0.6209104862064123, "loss_fcos_loc": 0.20191817462909967, "loss_mask": 0.27189797069877386, "loss_maskiou": 0.005492964970471803, "loss_sem_seg": 0.2806443958543241, "lr": 0.01, "mask_rcnn/accuracy": 0.877518583095281, "mask_rcnn/false_negative": 0.08784443897991495, "mask_rcnn/false_positive": 0.1391661256196508, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.7759356610476971, "total_loss": 1.6393879499373725} {"data_time": 0.01762240380048752, "eta_seconds": 57173.38141691871, "iteration": 196319, "loss_fcos_cls": 0.24633655161596835, "loss_fcos_ctr": 0.621166864875704, "loss_fcos_loc": 0.1934307909104973, "loss_mask": 0.27487279335036874, "loss_maskiou": 0.005702867252693977, "loss_sem_seg": 0.2644205428659916, "lr": 0.01, "mask_rcnn/accuracy": 0.8870714110720508, "mask_rcnn/false_negative": 0.10150600264748735, "mask_rcnn/false_positive": 0.14839293232668704, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.25, "time": 0.7779516978189349, "total_loss": 1.5969156520295655} {"data_time": 0.016844908706843853, "eta_seconds": 57207.060902331956, "iteration": 196339, "loss_fcos_cls": 0.25843214918859303, "loss_fcos_ctr": 0.6189532307907939, "loss_fcos_loc": 0.18782208545599133, "loss_mask": 0.27215295378118753, "loss_maskiou": 0.0055189548947964795, "loss_sem_seg": 0.27752988366410136, "lr": 0.01, "mask_rcnn/accuracy": 0.8794542167516357, "mask_rcnn/false_negative": 0.10036080759330265, "mask_rcnn/false_positive": 0.1459925114422706, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7880383925512433, "total_loss": 1.6453298365158844} {"data_time": 0.016095256432890892, "eta_seconds": 57152.94630487729, "iteration": 196359, "loss_fcos_cls": 0.2639038934139535, "loss_fcos_ctr": 0.6195802362635732, "loss_fcos_loc": 0.19865543325431645, "loss_mask": 0.2729058684781194, "loss_maskiou": 0.005749392781581264, "loss_sem_seg": 0.3336161985062063, "lr": 0.01, "mask_rcnn/accuracy": 0.8752417671614101, "mask_rcnn/false_negative": 0.12408347866049779, "mask_rcnn/false_positive": 0.12237015608307436, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7617917135357857, "total_loss": 1.6813842438423308} {"data_time": 0.016809841617941856, "eta_seconds": 57167.288250132464, "iteration": 196379, "loss_fcos_cls": 0.26693119981791824, "loss_fcos_ctr": 0.6193934995681047, "loss_fcos_loc": 0.20152075262740254, "loss_mask": 0.26941054221242666, "loss_maskiou": 0.005901739190449007, "loss_sem_seg": 0.2943985150195658, "lr": 0.01, "mask_rcnn/accuracy": 0.8833743318756073, "mask_rcnn/false_negative": 0.0736457997181995, "mask_rcnn/false_positive": 0.1535587856422756, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 22.0, "time": 0.7768192617222667, "total_loss": 1.6674673722300213} {"data_time": 0.01683446578681469, "eta_seconds": 57160.46333164815, "iteration": 196399, "loss_fcos_cls": 0.27055703941732645, "loss_fcos_ctr": 0.6207201946526766, "loss_fcos_loc": 0.20188218558905646, "loss_mask": 0.26676112972199917, "loss_maskiou": 0.005981028138194233, "loss_sem_seg": 0.29088780540041625, "lr": 0.01, "mask_rcnn/accuracy": 0.887910125588697, "mask_rcnn/false_negative": 0.1078373559554629, "mask_rcnn/false_positive": 0.11356507367171287, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 37.0, "time": 0.77782675717026, "total_loss": 1.6667170703221927} {"data_time": 0.017558421939611435, "eta_seconds": 57144.93080808688, "iteration": 196419, "loss_fcos_cls": 0.260764068341814, "loss_fcos_ctr": 0.6210244926624, "loss_fcos_loc": 0.198563898447901, "loss_mask": 0.2717447355389595, "loss_maskiou": 0.005334627654519863, "loss_sem_seg": 0.270786514505744, "lr": 0.01, "mask_rcnn/accuracy": 0.8892894895801873, "mask_rcnn/false_negative": 0.07916633918753815, "mask_rcnn/false_positive": 0.1403253674319312, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 22.75, "time": 0.778865328989923, "total_loss": 1.6245973297845921} {"data_time": 0.01677339244633913, "eta_seconds": 57120.69777601492, "iteration": 196439, "loss_fcos_cls": 0.26173723163083196, "loss_fcos_ctr": 0.6211158614605665, "loss_fcos_loc": 0.2042448881547898, "loss_mask": 0.2685302784666419, "loss_maskiou": 0.005957416880846722, "loss_sem_seg": 0.2620988597627729, "lr": 0.01, "mask_rcnn/accuracy": 0.8831997370511293, "mask_rcnn/false_negative": 0.09300487655496185, "mask_rcnn/false_positive": 0.13869146571559438, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7693407041952014, "total_loss": 1.645906040968839} {"data_time": 0.017391026951372623, "eta_seconds": 57142.9883556962, "iteration": 196459, "loss_fcos_cls": 0.2533188718371093, "loss_fcos_ctr": 0.6220546262338758, "loss_fcos_loc": 0.2003258237382397, "loss_mask": 0.2689717123284936, "loss_maskiou": 0.005323275960108731, "loss_sem_seg": 0.26303535932675004, "lr": 0.01, "mask_rcnn/accuracy": 0.8905192713690251, "mask_rcnn/false_negative": 0.09915272019168697, "mask_rcnn/false_positive": 0.13541759513108195, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 26.5, "time": 0.7970988200977445, "total_loss": 1.5907386180988397} {"data_time": 0.017619656398892403, "eta_seconds": 57105.85924320202, "iteration": 196479, "loss_fcos_cls": 0.2578714108094573, "loss_fcos_ctr": 0.6182883502915502, "loss_fcos_loc": 0.19434549799188972, "loss_mask": 0.26606475189328194, "loss_maskiou": 0.005543350187508622, "loss_sem_seg": 0.27194730658084154, "lr": 0.01, "mask_rcnn/accuracy": 0.900312860993454, "mask_rcnn/false_negative": 0.08839483677550661, "mask_rcnn/false_positive": 0.13720345625574104, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.5, "time": 0.7730641523376107, "total_loss": 1.6129498917835008} {"data_time": 0.01582062989473343, "eta_seconds": 57074.10730189737, "iteration": 196499, "loss_fcos_cls": 0.24454915430396795, "loss_fcos_ctr": 0.6217941604554653, "loss_fcos_loc": 0.19993734499439597, "loss_mask": 0.2679935758933425, "loss_maskiou": 0.005709738805308007, "loss_sem_seg": 0.2925618395674974, "lr": 0.01, "mask_rcnn/accuracy": 0.8754413619669813, "mask_rcnn/false_negative": 0.11326708349536307, "mask_rcnn/false_positive": 0.15438086552615235, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.0, "time": 0.7645778032019734, "total_loss": 1.6216941538004903} {"data_time": 0.01540952455252409, "eta_seconds": 57058.57714385819, "iteration": 196519, "loss_fcos_cls": 0.26615828881040215, "loss_fcos_ctr": 0.6212530536577106, "loss_fcos_loc": 0.20007770974189043, "loss_mask": 0.271303066983819, "loss_maskiou": 0.005776003570645116, "loss_sem_seg": 0.27446838514879346, "lr": 0.01, "mask_rcnn/accuracy": 0.8901827096462147, "mask_rcnn/false_negative": 0.07501523288519876, "mask_rcnn/false_positive": 0.13039229134607164, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.75, "time": 0.7864412274211645, "total_loss": 1.643872513624956} {"data_time": 0.01634655799716711, "eta_seconds": 57043.046985819004, "iteration": 196539, "loss_fcos_cls": 0.24625629652291536, "loss_fcos_ctr": 0.6210600286722183, "loss_fcos_loc": 0.20070780848618597, "loss_mask": 0.28540140949189663, "loss_maskiou": 0.006151052119093947, "loss_sem_seg": 0.2748475098051131, "lr": 0.01, "mask_rcnn/accuracy": 0.8590281011664285, "mask_rcnn/false_negative": 0.09860139834087267, "mask_rcnn/false_positive": 0.16508606572756868, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.793832479044795, "total_loss": 1.633799025665212} {"data_time": 0.015815958380699158, "eta_seconds": 57036.203143157996, "iteration": 196559, "loss_fcos_cls": 0.24912060122005641, "loss_fcos_ctr": 0.6208196417428553, "loss_fcos_loc": 0.1888421147596091, "loss_mask": 0.2642448991537094, "loss_maskiou": 0.005217422643909231, "loss_sem_seg": 0.250324800144881, "lr": 0.01, "mask_rcnn/accuracy": 0.8661461206104064, "mask_rcnn/false_negative": 0.12004496251381425, "mask_rcnn/false_positive": 0.14649495246724253, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.5, "time": 0.7736800434067845, "total_loss": 1.595536511100363} {"data_time": 0.01635051518678665, "eta_seconds": 57011.98666974064, "iteration": 196579, "loss_fcos_cls": 0.2478134441189468, "loss_fcos_ctr": 0.6173519110307097, "loss_fcos_loc": 0.1894419837044552, "loss_mask": 0.26694414112716913, "loss_maskiou": 0.005468394418130629, "loss_sem_seg": 0.2920779068954289, "lr": 0.01, "mask_rcnn/accuracy": 0.8702374364193517, "mask_rcnn/false_negative": 0.09448119675418153, "mask_rcnn/false_positive": 0.16869398871870617, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.75, "time": 0.7587981130927801, "total_loss": 1.627469861166901} {"data_time": 0.015608593821525574, "eta_seconds": 56996.45651170146, "iteration": 196599, "loss_fcos_cls": 0.24448775802738965, "loss_fcos_ctr": 0.6185421328991652, "loss_fcos_loc": 0.19402867613825947, "loss_mask": 0.2667275723069906, "loss_maskiou": 0.00494449525285745, "loss_sem_seg": 0.2935475225094706, "lr": 0.01, "mask_rcnn/accuracy": 0.8663590932404708, "mask_rcnn/false_negative": 0.09433168191963517, "mask_rcnn/false_positive": 0.14592363854676133, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.75, "time": 0.7814330002292991, "total_loss": 1.6140379859716631} {"data_time": 0.017379797995090485, "eta_seconds": 56944.48344847467, "iteration": 196619, "loss_fcos_cls": 0.25204983598086983, "loss_fcos_ctr": 0.6213014479726553, "loss_fcos_loc": 0.20121691387612373, "loss_mask": 0.2752346214838326, "loss_maskiou": 0.005820506663440028, "loss_sem_seg": 0.27834950666874647, "lr": 0.01, "mask_rcnn/accuracy": 0.8878783196531873, "mask_rcnn/false_negative": 0.10434189205631295, "mask_rcnn/false_positive": 0.11958547462642163, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7753604045137763, "total_loss": 1.6355860543735616} {"data_time": 0.016130836680531502, "eta_seconds": 56928.96322295349, "iteration": 196639, "loss_fcos_cls": 0.252425234997645, "loss_fcos_ctr": 0.6201980775222182, "loss_fcos_loc": 0.1989556672051549, "loss_mask": 0.2784863794222474, "loss_maskiou": 0.006196019829076249, "loss_sem_seg": 0.3014003438875079, "lr": 0.01, "mask_rcnn/accuracy": 0.8823535095856525, "mask_rcnn/false_negative": 0.09410159014563209, "mask_rcnn/false_positive": 0.14109515847154186, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.5, "time": 0.7963834190741181, "total_loss": 1.6491832436877303} {"data_time": 0.016533964313566685, "eta_seconds": 56884.76004456449, "iteration": 196659, "loss_fcos_cls": 0.2515903452876955, "loss_fcos_ctr": 0.618492185138166, "loss_fcos_loc": 0.19799527421128005, "loss_mask": 0.2603161511942744, "loss_maskiou": 0.005931306193815544, "loss_sem_seg": 0.2806588434614241, "lr": 0.01, "mask_rcnn/accuracy": 0.8767695813503267, "mask_rcnn/false_negative": 0.11620566045926736, "mask_rcnn/false_positive": 0.13677542326077793, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.5, "time": 0.7620117533951998, "total_loss": 1.6201700775709469} {"data_time": 0.016570784151554108, "eta_seconds": 56848.95400893409, "iteration": 196679, "loss_fcos_cls": 0.25512739177793264, "loss_fcos_ctr": 0.6209746720269322, "loss_fcos_loc": 0.1988120840396732, "loss_mask": 0.2615099297836423, "loss_maskiou": 0.00523467970197089, "loss_sem_seg": 0.2883376181125641, "lr": 0.01, "mask_rcnn/accuracy": 0.881915908255194, "mask_rcnn/false_negative": 0.09303019692461767, "mask_rcnn/false_positive": 0.13080486388632714, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.0, "time": 0.7662517949938774, "total_loss": 1.620651044524493} {"data_time": 0.016351892612874508, "eta_seconds": 56853.73523713369, "iteration": 196699, "loss_fcos_cls": 0.2619081891607493, "loss_fcos_ctr": 0.6219520554877818, "loss_fcos_loc": 0.20248407078906894, "loss_mask": 0.272495636716485, "loss_maskiou": 0.004941834449709859, "loss_sem_seg": 0.29523735865950584, "lr": 0.01, "mask_rcnn/accuracy": 0.8696010286705775, "mask_rcnn/false_negative": 0.0940143910892175, "mask_rcnn/false_positive": 0.16028452157194062, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.0, "time": 0.7789725968614221, "total_loss": 1.6946740254352335} {"data_time": 0.01684617903083563, "eta_seconds": 56849.61442175042, "iteration": 196719, "loss_fcos_cls": 0.25799377949442714, "loss_fcos_ctr": 0.6194146629422903, "loss_fcos_loc": 0.19633140903897583, "loss_mask": 0.26710596960037947, "loss_maskiou": 0.0055325638022623025, "loss_sem_seg": 0.2960180751979351, "lr": 0.01, "mask_rcnn/accuracy": 0.8931102614490772, "mask_rcnn/false_negative": 0.08836684036318385, "mask_rcnn/false_positive": 0.13841712446937166, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 40.75, "time": 0.7794148456305265, "total_loss": 1.6738381550239865} {"data_time": 0.01719723828136921, "eta_seconds": 56871.788748152554, "iteration": 196739, "loss_fcos_cls": 0.26709943264722824, "loss_fcos_ctr": 0.6226177690550685, "loss_fcos_loc": 0.2088957210071385, "loss_mask": 0.2745217876508832, "loss_maskiou": 0.005969073237793054, "loss_sem_seg": 0.306641633156687, "lr": 0.01, "mask_rcnn/accuracy": 0.8746241621321131, "mask_rcnn/false_negative": 0.09844703571649754, "mask_rcnn/false_positive": 0.13506932526560655, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.75, "time": 0.7836794909089804, "total_loss": 1.6855675452679861} {"data_time": 0.017686176113784313, "eta_seconds": 56886.625434337184, "iteration": 196759, "loss_fcos_cls": 0.2544265538454056, "loss_fcos_ctr": 0.6218063496053219, "loss_fcos_loc": 0.19822033680975437, "loss_mask": 0.26044119242578745, "loss_maskiou": 0.005052427019109018, "loss_sem_seg": 0.25361751997843385, "lr": 0.01, "mask_rcnn/accuracy": 0.8881834890324352, "mask_rcnn/false_negative": 0.09205114529472824, "mask_rcnn/false_positive": 0.13548002405739282, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.784809710457921, "total_loss": 1.615711763195577} {"data_time": 0.015956411138176918, "eta_seconds": 56876.55873276852, "iteration": 196779, "loss_fcos_cls": 0.2616214243462309, "loss_fcos_ctr": 0.6209946796298027, "loss_fcos_loc": 0.19166421331465244, "loss_mask": 0.27092010620981455, "loss_maskiou": 0.005975975924229715, "loss_sem_seg": 0.2834187797270715, "lr": 0.01, "mask_rcnn/accuracy": 0.8833765962525362, "mask_rcnn/false_negative": 0.08902459706247134, "mask_rcnn/false_positive": 0.16117305194541875, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7842100150883198, "total_loss": 1.6104926310108567} {"data_time": 0.015265320427715778, "eta_seconds": 56861.02314632945, "iteration": 196799, "loss_fcos_cls": 0.270401771645993, "loss_fcos_ctr": 0.6186476740986109, "loss_fcos_loc": 0.1999692398821935, "loss_mask": 0.26389664923772216, "loss_maskiou": 0.005544994564843364, "loss_sem_seg": 0.2625120575539768, "lr": 0.01, "mask_rcnn/accuracy": 0.881780343716434, "mask_rcnn/false_negative": 0.10143296919994055, "mask_rcnn/false_positive": 0.13380514829445408, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.5, "time": 0.7601359849795699, "total_loss": 1.6378649047546787} {"data_time": 0.017440596595406532, "eta_seconds": 56817.84084547497, "iteration": 196819, "loss_fcos_cls": 0.26042264490388334, "loss_fcos_ctr": 0.6207918329164386, "loss_fcos_loc": 0.19494964892510325, "loss_mask": 0.26948606595396996, "loss_maskiou": 0.005715190520277247, "loss_sem_seg": 0.2959250118583441, "lr": 0.01, "mask_rcnn/accuracy": 0.8812504141266897, "mask_rcnn/false_negative": 0.10603992215886043, "mask_rcnn/false_positive": 0.11449260667986447, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.0, "time": 0.7835242161527276, "total_loss": 1.6292950730130542} {"data_time": 0.01608680933713913, "eta_seconds": 56824.48906215839, "iteration": 196839, "loss_fcos_cls": 0.25825312826782465, "loss_fcos_ctr": 0.6215119622647762, "loss_fcos_loc": 0.19769998244009912, "loss_mask": 0.26546633057296276, "loss_maskiou": 0.005662381285219453, "loss_sem_seg": 0.2927907155826688, "lr": 0.01, "mask_rcnn/accuracy": 0.8801268034686403, "mask_rcnn/false_negative": 0.09760888436516119, "mask_rcnn/false_positive": 0.13877322704407777, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.25, "time": 0.7703452622517943, "total_loss": 1.65677014173707} {"data_time": 0.01567160151898861, "eta_seconds": 56808.95496911369, "iteration": 196859, "loss_fcos_cls": 0.2459430145099759, "loss_fcos_ctr": 0.6175690097734332, "loss_fcos_loc": 0.1848760317079723, "loss_mask": 0.27290623262524605, "loss_maskiou": 0.005389531099353917, "loss_sem_seg": 0.2900001066736877, "lr": 0.01, "mask_rcnn/accuracy": 0.8933828021150989, "mask_rcnn/false_negative": 0.09110593502786254, "mask_rcnn/false_positive": 0.14454932293840905, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.7751334328204393, "total_loss": 1.6217572397727054} {"data_time": 0.015246047638356686, "eta_seconds": 56820.82496282086, "iteration": 196879, "loss_fcos_cls": 0.2599084264365956, "loss_fcos_ctr": 0.6243417058140039, "loss_fcos_loc": 0.2046310594305396, "loss_mask": 0.2734917877241969, "loss_maskiou": 0.005120720190461725, "loss_sem_seg": 0.295159668661654, "lr": 0.01, "mask_rcnn/accuracy": 0.8997721072019542, "mask_rcnn/false_negative": 0.10178518333309747, "mask_rcnn/false_positive": 0.11167394444953477, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7824529455974698, "total_loss": 1.6712378332667868} {"data_time": 0.016862868331372738, "eta_seconds": 56796.66327952221, "iteration": 196899, "loss_fcos_cls": 0.264185264299158, "loss_fcos_ctr": 0.6205503819510341, "loss_fcos_loc": 0.19344539940357208, "loss_mask": 0.26531682908535004, "loss_maskiou": 0.006503236720163841, "loss_sem_seg": 0.2929628137499094, "lr": 0.01, "mask_rcnn/accuracy": 0.883719751029381, "mask_rcnn/false_negative": 0.09237944530050628, "mask_rcnn/false_positive": 0.14126131541624337, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.782413606531918, "total_loss": 1.6821684702299535} {"data_time": 0.01511440146714449, "eta_seconds": 56781.12404933944, "iteration": 196919, "loss_fcos_cls": 0.25653524813242257, "loss_fcos_ctr": 0.6200214717537165, "loss_fcos_loc": 0.19576465990394354, "loss_mask": 0.28077320754528046, "loss_maskiou": 0.0059159956144867465, "loss_sem_seg": 0.2757826878223568, "lr": 0.01, "mask_rcnn/accuracy": 0.8725880289222607, "mask_rcnn/false_negative": 0.08475046049739238, "mask_rcnn/false_positive": 0.1855553460552818, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.0, "time": 0.7791474787518382, "total_loss": 1.6435946790370508} {"data_time": 0.017214600928127766, "eta_seconds": 56774.20019705221, "iteration": 196939, "loss_fcos_cls": 0.25842398405075073, "loss_fcos_ctr": 0.6247666385024786, "loss_fcos_loc": 0.20426556724123657, "loss_mask": 0.26938726380467415, "loss_maskiou": 0.0057727811799850315, "loss_sem_seg": 0.2908384897746146, "lr": 0.01, "mask_rcnn/accuracy": 0.8794678787007761, "mask_rcnn/false_negative": 0.11333711444864417, "mask_rcnn/false_positive": 0.16102582317476372, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.75, "time": 0.7901038164272904, "total_loss": 1.6436281998248887} {"data_time": 0.017039187252521515, "eta_seconds": 56758.65860846266, "iteration": 196959, "loss_fcos_cls": 0.24217902682721615, "loss_fcos_ctr": 0.6173418276011944, "loss_fcos_loc": 0.18717259063851088, "loss_mask": 0.27979894634336233, "loss_maskiou": 0.00578100837446982, "loss_sem_seg": 0.29797870526090264, "lr": 0.01, "mask_rcnn/accuracy": 0.892560805507234, "mask_rcnn/false_negative": 0.08931138082224362, "mask_rcnn/false_positive": 0.14756114315598173, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.0, "time": 0.7901207888498902, "total_loss": 1.6528349988075206} {"data_time": 0.016383716836571693, "eta_seconds": 56771.166342196055, "iteration": 196979, "loss_fcos_cls": 0.2563974023796618, "loss_fcos_ctr": 0.6211506435647607, "loss_fcos_loc": 0.20054358523339033, "loss_mask": 0.2913281871005893, "loss_maskiou": 0.006174799425934907, "loss_sem_seg": 0.29910967987962067, "lr": 0.01, "mask_rcnn/accuracy": 0.8719379656624555, "mask_rcnn/false_negative": 0.09063668982604864, "mask_rcnn/false_positive": 0.16071972650608157, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.25, "time": 0.779621141962707, "total_loss": 1.6766503151884535} {"data_time": 0.016666417941451073, "eta_seconds": 56766.98009043094, "iteration": 196999, "loss_fcos_cls": 0.26477302284911275, "loss_fcos_ctr": 0.6218276135623455, "loss_fcos_loc": 0.20440465433057398, "loss_mask": 0.27183634089305997, "loss_maskiou": 0.005800092105346266, "loss_sem_seg": 0.3236139388754964, "lr": 0.01, "mask_rcnn/accuracy": 0.8700670935603971, "mask_rcnn/false_negative": 0.10922532372582522, "mask_rcnn/false_positive": 0.16037045517156268, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.25, "time": 0.7666729828342795, "total_loss": 1.7016796575117041} {"data_time": 0.015151376836001873, "eta_seconds": 56743.371494005434, "iteration": 197019, "loss_fcos_cls": 0.2497811287175864, "loss_fcos_ctr": 0.6204503402113914, "loss_fcos_loc": 0.199491057661362, "loss_mask": 0.2758350074291229, "loss_maskiou": 0.005646850637276657, "loss_sem_seg": 0.29266746109351516, "lr": 0.01, "mask_rcnn/accuracy": 0.8782504293713533, "mask_rcnn/false_negative": 0.09704783927636501, "mask_rcnn/false_positive": 0.1456486402460308, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 30.75, "time": 0.7593882996588945, "total_loss": 1.638167450306355} {"data_time": 0.015951146371662617, "eta_seconds": 56718.28063008934, "iteration": 197039, "loss_fcos_cls": 0.25245589949190617, "loss_fcos_ctr": 0.6221798164770007, "loss_fcos_loc": 0.19845036254264414, "loss_mask": 0.28611609898507595, "loss_maskiou": 0.005871385954378638, "loss_sem_seg": 0.24668723321519792, "lr": 0.01, "mask_rcnn/accuracy": 0.8571191091999203, "mask_rcnn/false_negative": 0.12378706602513746, "mask_rcnn/false_positive": 0.15547491624832596, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7687570201233029, "total_loss": 1.6315126431945828} {"data_time": 0.016095852479338646, "eta_seconds": 56720.32293771487, "iteration": 197059, "loss_fcos_cls": 0.2553436062298715, "loss_fcos_ctr": 0.6217391444370151, "loss_fcos_loc": 0.20472424698527902, "loss_mask": 0.2743204152211547, "loss_maskiou": 0.005632725900795776, "loss_sem_seg": 0.2615307322703302, "lr": 0.01, "mask_rcnn/accuracy": 0.8740420190274841, "mask_rcnn/false_negative": 0.09479474797408102, "mask_rcnn/false_positive": 0.14350677958410774, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 26.75, "time": 0.7919937651604414, "total_loss": 1.6428033460106235} {"data_time": 0.01553493645042181, "eta_seconds": 56693.41998656932, "iteration": 197079, "loss_fcos_cls": 0.2596498925704509, "loss_fcos_ctr": 0.619316715747118, "loss_fcos_loc": 0.19320024736225605, "loss_mask": 0.2744200639426708, "loss_maskiou": 0.005232943294686265, "loss_sem_seg": 0.27387680718675256, "lr": 0.01, "mask_rcnn/accuracy": 0.8789921250190217, "mask_rcnn/false_negative": 0.10326512248916485, "mask_rcnn/false_positive": 0.14341737854625744, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.5, "time": 0.7792699560523033, "total_loss": 1.6303828230229556} {"data_time": 0.01800366584211588, "eta_seconds": 56689.21816923749, "iteration": 197099, "loss_fcos_cls": 0.2597944444278255, "loss_fcos_ctr": 0.6228852933272719, "loss_fcos_loc": 0.20624391018645838, "loss_mask": 0.27188998740166426, "loss_maskiou": 0.0058223438099958, "loss_sem_seg": 0.27096649445593357, "lr": 0.01, "mask_rcnn/accuracy": 0.8821824292487558, "mask_rcnn/false_negative": 0.0812315386392265, "mask_rcnn/false_positive": 0.13657390154899715, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7715393360704184, "total_loss": 1.6351890150690451} {"data_time": 0.015069626271724701, "eta_seconds": 56656.09038529545, "iteration": 197119, "loss_fcos_cls": 0.24726644228212535, "loss_fcos_ctr": 0.6194252874702215, "loss_fcos_loc": 0.1882789455121383, "loss_mask": 0.27396553568542004, "loss_maskiou": 0.0049992788772215135, "loss_sem_seg": 0.2677159453742206, "lr": 0.01, "mask_rcnn/accuracy": 0.8773517219387754, "mask_rcnn/false_negative": 0.09065507573237924, "mask_rcnn/false_positive": 0.15603665130925126, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.75, "time": 0.7725669303908944, "total_loss": 1.6274692048245925} {"data_time": 0.015336059965193272, "eta_seconds": 56629.193860821426, "iteration": 197139, "loss_fcos_cls": 0.25352741312235594, "loss_fcos_ctr": 0.621172871440649, "loss_fcos_loc": 0.1990033972542733, "loss_mask": 0.28230924159288406, "loss_maskiou": 0.005908784689381719, "loss_sem_seg": 0.27482529962435365, "lr": 0.01, "mask_rcnn/accuracy": 0.9011954261048906, "mask_rcnn/false_negative": 0.07683160358080429, "mask_rcnn/false_positive": 0.11234462346297625, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.75, "time": 0.7876554289832711, "total_loss": 1.652873090497451} {"data_time": 0.01597740314900875, "eta_seconds": 56624.995262898505, "iteration": 197159, "loss_fcos_cls": 0.26025494234636426, "loss_fcos_ctr": 0.6198997413739562, "loss_fcos_loc": 0.19440192286856472, "loss_mask": 0.2718730019405484, "loss_maskiou": 0.005762432556366548, "loss_sem_seg": 0.27390586910769343, "lr": 0.01, "mask_rcnn/accuracy": 0.8751516053071353, "mask_rcnn/false_negative": 0.1060608443619139, "mask_rcnn/false_positive": 0.14711596644420083, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 32.25, "time": 0.7856090320274234, "total_loss": 1.6181604512385093} {"data_time": 0.015296928584575653, "eta_seconds": 56598.104968898, "iteration": 197179, "loss_fcos_cls": 0.2688546407734975, "loss_fcos_ctr": 0.6227009845897555, "loss_fcos_loc": 0.20254895160906017, "loss_mask": 0.2608007206581533, "loss_maskiou": 0.005165884356756578, "loss_sem_seg": 0.25074070086702704, "lr": 0.01, "mask_rcnn/accuracy": 0.8676547877648375, "mask_rcnn/false_negative": 0.10304213331592238, "mask_rcnn/false_positive": 0.16925469137835025, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7715374380350113, "total_loss": 1.5962454755208455} {"data_time": 0.016898250207304955, "eta_seconds": 56572.15954538807, "iteration": 197199, "loss_fcos_cls": 0.2566506960429251, "loss_fcos_ctr": 0.6192386727780104, "loss_fcos_loc": 0.19910418812651187, "loss_mask": 0.2647884711623192, "loss_maskiou": 0.005618139388388954, "loss_sem_seg": 0.2949753664433956, "lr": 0.01, "mask_rcnn/accuracy": 0.875862388122622, "mask_rcnn/false_negative": 0.10484137839535745, "mask_rcnn/false_positive": 0.13024922440211006, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.0, "time": 0.7795173609629273, "total_loss": 1.6444124720292166} {"data_time": 0.015866363421082497, "eta_seconds": 56573.532830579206, "iteration": 197219, "loss_fcos_cls": 0.25965723278932273, "loss_fcos_ctr": 0.6202191831544042, "loss_fcos_loc": 0.19930813775863498, "loss_mask": 0.27322715567424893, "loss_maskiou": 0.005650121020153165, "loss_sem_seg": 0.260866760276258, "lr": 0.01, "mask_rcnn/accuracy": 0.8796651172488226, "mask_rcnn/false_negative": 0.0970630006871932, "mask_rcnn/false_positive": 0.15887131270009403, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 27.75, "time": 0.7797249555587769, "total_loss": 1.6380089616577607} {"data_time": 0.017306420020759106, "eta_seconds": 56562.80501810461, "iteration": 197239, "loss_fcos_cls": 0.23698980710469186, "loss_fcos_ctr": 0.6193234259262681, "loss_fcos_loc": 0.19019171420950443, "loss_mask": 0.25291740568354726, "loss_maskiou": 0.005080794566310942, "loss_sem_seg": 0.2491319444961846, "lr": 0.01, "mask_rcnn/accuracy": 0.8845180117501545, "mask_rcnn/false_negative": 0.11001518940589852, "mask_rcnn/false_positive": 0.1331919930634859, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.5, "time": 0.7739958735182881, "total_loss": 1.5666343630146002} {"data_time": 0.0166243864223361, "eta_seconds": 56553.74420826137, "iteration": 197259, "loss_fcos_cls": 0.24287222907878458, "loss_fcos_ctr": 0.6225545834749937, "loss_fcos_loc": 0.19836207549087703, "loss_mask": 0.28940226323902607, "loss_maskiou": 0.005445110844448209, "loss_sem_seg": 0.25755180860869586, "lr": 0.01, "mask_rcnn/accuracy": 0.885102858711052, "mask_rcnn/false_negative": 0.1133936358840438, "mask_rcnn/false_positive": 0.1407803960939552, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 31.25, "time": 0.7806547936052084, "total_loss": 1.6199356842262205} {"data_time": 0.016340949572622776, "eta_seconds": 56535.93909004796, "iteration": 197279, "loss_fcos_cls": 0.2618368002586067, "loss_fcos_ctr": 0.6196757266297936, "loss_fcos_loc": 0.20072205597534776, "loss_mask": 0.2686194144189358, "loss_maskiou": 0.005428088086773641, "loss_sem_seg": 0.2894064490683377, "lr": 0.01, "mask_rcnn/accuracy": 0.8696223515035091, "mask_rcnn/false_negative": 0.10176093665877783, "mask_rcnn/false_positive": 0.15932642381576784, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 39.25, "time": 0.7988710096105933, "total_loss": 1.644107149739284} {"data_time": 0.01623051054775715, "eta_seconds": 56520.39036572073, "iteration": 197299, "loss_fcos_cls": 0.26239691860973835, "loss_fcos_ctr": 0.6184538751840591, "loss_fcos_loc": 0.18943282047985122, "loss_mask": 0.2627627174369991, "loss_maskiou": 0.0054089261320768856, "loss_sem_seg": 0.29463555640541017, "lr": 0.01, "mask_rcnn/accuracy": 0.8806831065759637, "mask_rcnn/false_negative": 0.09480664878291309, "mask_rcnn/false_positive": 0.13550015792683467, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7816659556701779, "total_loss": 1.6252077095705317} {"data_time": 0.01562933251261711, "eta_seconds": 56489.293847166, "iteration": 197319, "loss_fcos_cls": 0.25874560978263617, "loss_fcos_ctr": 0.6198123497888446, "loss_fcos_loc": 0.2014373759739101, "loss_mask": 0.2834056904539466, "loss_maskiou": 0.006051453950931318, "loss_sem_seg": 0.2782122639910085, "lr": 0.01, "mask_rcnn/accuracy": 0.875137674117266, "mask_rcnn/false_negative": 0.09933039291500978, "mask_rcnn/false_positive": 0.16715680470831887, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.7683353805914521, "total_loss": 1.642391979927197} {"data_time": 0.01584954373538494, "eta_seconds": 56463.36842526123, "iteration": 197339, "loss_fcos_cls": 0.2541739277075976, "loss_fcos_ctr": 0.6205353029072285, "loss_fcos_loc": 0.20005632820539176, "loss_mask": 0.26876527816057205, "loss_maskiou": 0.0053932029695715755, "loss_sem_seg": 0.2630745132919401, "lr": 0.01, "mask_rcnn/accuracy": 0.8812546382189239, "mask_rcnn/false_negative": 0.09878638421576275, "mask_rcnn/false_positive": 0.14524384140121607, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.75, "time": 0.7942795641720295, "total_loss": 1.6175465642481868} {"data_time": 0.016292783431708813, "eta_seconds": 56458.204955242574, "iteration": 197359, "loss_fcos_cls": 0.2636442471994087, "loss_fcos_ctr": 0.6196002811193466, "loss_fcos_loc": 0.19761165929958224, "loss_mask": 0.27618103940039873, "loss_maskiou": 0.00596769034746103, "loss_sem_seg": 0.2677251766435802, "lr": 0.01, "mask_rcnn/accuracy": 0.8839294141282306, "mask_rcnn/false_negative": 0.08162344590983119, "mask_rcnn/false_positive": 0.14198680531852423, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.7754257451742887, "total_loss": 1.6420104447679478} {"data_time": 0.016787822358310223, "eta_seconds": 56442.66050928086, "iteration": 197379, "loss_fcos_cls": 0.2507921213982627, "loss_fcos_ctr": 0.6178300576284528, "loss_fcos_loc": 0.19565389450872317, "loss_mask": 0.26879818132147193, "loss_maskiou": 0.005184809775528265, "loss_sem_seg": 0.2464698925614357, "lr": 0.01, "mask_rcnn/accuracy": 0.8779141076805429, "mask_rcnn/false_negative": 0.10482215924210568, "mask_rcnn/false_positive": 0.13896148531588215, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 30.25, "time": 0.7741041025146842, "total_loss": 1.5880118972054333} {"data_time": 0.016791848465800285, "eta_seconds": 56442.646744084544, "iteration": 197399, "loss_fcos_cls": 0.26022497843950987, "loss_fcos_ctr": 0.6204487653449178, "loss_fcos_loc": 0.1974937019404024, "loss_mask": 0.2630869261920452, "loss_maskiou": 0.005437177125713788, "loss_sem_seg": 0.2776177213527262, "lr": 0.01, "mask_rcnn/accuracy": 0.8834672444797591, "mask_rcnn/false_negative": 0.10286053920819312, "mask_rcnn/false_positive": 0.13242436488015183, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.7817979119718075, "total_loss": 1.6410675761217135} {"data_time": 0.016126250848174095, "eta_seconds": 56427.09801975731, "iteration": 197419, "loss_fcos_cls": 0.24332179315388203, "loss_fcos_ctr": 0.618318747729063, "loss_fcos_loc": 0.1870572433108464, "loss_mask": 0.2708943774923682, "loss_maskiou": 0.005634187706164084, "loss_sem_seg": 0.2606314164586365, "lr": 0.01, "mask_rcnn/accuracy": 0.880539354386528, "mask_rcnn/false_negative": 0.10146530802190934, "mask_rcnn/false_positive": 0.13949871998892965, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7829715944826603, "total_loss": 1.6026505752524827} {"data_time": 0.016570414416491985, "eta_seconds": 56416.81778786983, "iteration": 197439, "loss_fcos_cls": 0.24126974726095796, "loss_fcos_ctr": 0.6230541532859206, "loss_fcos_loc": 0.19283867767080665, "loss_mask": 0.27130299620330334, "loss_maskiou": 0.006052106000424828, "loss_sem_seg": 0.32356881769374013, "lr": 0.01, "mask_rcnn/accuracy": 0.8622355801086669, "mask_rcnn/false_negative": 0.10835932261711247, "mask_rcnn/false_positive": 0.16040422072573934, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 34.75, "time": 0.7972237085923553, "total_loss": 1.6854566497786436} {"data_time": 0.014902533032000065, "eta_seconds": 56403.99963265471, "iteration": 197459, "loss_fcos_cls": 0.2608416338916868, "loss_fcos_ctr": 0.6248069405555725, "loss_fcos_loc": 0.2067153991665691, "loss_mask": 0.256833896972239, "loss_maskiou": 0.005564106468227692, "loss_sem_seg": 0.31187808932736516, "lr": 0.01, "mask_rcnn/accuracy": 0.8655779524924725, "mask_rcnn/false_negative": 0.11572534409181262, "mask_rcnn/false_positive": 0.14218209282497285, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.0, "time": 0.7939305761829019, "total_loss": 1.6979649332852205} {"data_time": 0.015380547381937504, "eta_seconds": 56385.71743490454, "iteration": 197479, "loss_fcos_cls": 0.2649839378427714, "loss_fcos_ctr": 0.6199873657897115, "loss_fcos_loc": 0.1933012244408019, "loss_mask": 0.2646779855713248, "loss_maskiou": 0.0054468649213959, "loss_sem_seg": 0.26511869207024574, "lr": 0.01, "mask_rcnn/accuracy": 0.8779114906832298, "mask_rcnn/false_negative": 0.09379431723909484, "mask_rcnn/false_positive": 0.13613720253827916, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.7652055639773607, "total_loss": 1.61448379628564} {"data_time": 0.017293905839323997, "eta_seconds": 56392.01225458458, "iteration": 197499, "loss_fcos_cls": 0.262328518088907, "loss_fcos_ctr": 0.6236753156408668, "loss_fcos_loc": 0.20851608039811254, "loss_mask": 0.2674836413934827, "loss_maskiou": 0.00529363815439865, "loss_sem_seg": 0.28172764042392373, "lr": 0.01, "mask_rcnn/accuracy": 0.8610870988626165, "mask_rcnn/false_negative": 0.10581912590109743, "mask_rcnn/false_positive": 0.1664747629070732, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7981227338314056, "total_loss": 1.6607094082864933} {"data_time": 0.0171496644616127, "eta_seconds": 56357.34684350155, "iteration": 197519, "loss_fcos_cls": 0.2572106905281544, "loss_fcos_ctr": 0.6205614535138011, "loss_fcos_loc": 0.1994481694418937, "loss_mask": 0.2679619127884507, "loss_maskiou": 0.005566894600633532, "loss_sem_seg": 0.261750815436244, "lr": 0.01, "mask_rcnn/accuracy": 0.8692360466914039, "mask_rcnn/false_negative": 0.10560336176641433, "mask_rcnn/false_positive": 0.15432013478217713, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 36.5, "time": 0.7719138162210584, "total_loss": 1.5999088236130774} {"data_time": 0.017360059544444084, "eta_seconds": 56336.05338220298, "iteration": 197539, "loss_fcos_cls": 0.2515723519027233, "loss_fcos_ctr": 0.6220852434635162, "loss_fcos_loc": 0.20372322527691722, "loss_mask": 0.2675762418657541, "loss_maskiou": 0.005448777712445008, "loss_sem_seg": 0.2552546695806086, "lr": 0.01, "mask_rcnn/accuracy": 0.8753790852005138, "mask_rcnn/false_negative": 0.10040352470644692, "mask_rcnn/false_positive": 0.1611837807781871, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7598878415301442, "total_loss": 1.610687958454946} {"data_time": 0.01658599730581045, "eta_seconds": 56339.48436493054, "iteration": 197559, "loss_fcos_cls": 0.2547112701868173, "loss_fcos_ctr": 0.6203821282833815, "loss_fcos_loc": 0.19686072238255292, "loss_mask": 0.27294462639838457, "loss_maskiou": 0.005582110588875366, "loss_sem_seg": 0.2717343138065189, "lr": 0.01, "mask_rcnn/accuracy": 0.8785403584510727, "mask_rcnn/false_negative": 0.10318084528649125, "mask_rcnn/false_positive": 0.12619064377797679, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.75, "time": 0.7900726944208145, "total_loss": 1.6316036526804965} {"data_time": 0.017175079323351383, "eta_seconds": 56329.787444163114, "iteration": 197579, "loss_fcos_cls": 0.2495690465439111, "loss_fcos_ctr": 0.619143639691174, "loss_fcos_loc": 0.1933852070942521, "loss_mask": 0.27005301136523485, "loss_maskiou": 0.005624371762678493, "loss_sem_seg": 0.26578851928934455, "lr": 0.01, "mask_rcnn/accuracy": 0.8899824287823237, "mask_rcnn/false_negative": 0.09485589416633526, "mask_rcnn/false_positive": 0.13376057586373089, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.25, "time": 0.7586320238187909, "total_loss": 1.5754879506348516} {"data_time": 0.015044251456856728, "eta_seconds": 56301.303746501915, "iteration": 197599, "loss_fcos_cls": 0.2640520397108048, "loss_fcos_ctr": 0.6217235391959548, "loss_fcos_loc": 0.19585513463243842, "loss_mask": 0.2703543505631387, "loss_maskiou": 0.005881476012291387, "loss_sem_seg": 0.2702183215878904, "lr": 0.01, "mask_rcnn/accuracy": 0.8694759733138715, "mask_rcnn/false_negative": 0.09888475516912895, "mask_rcnn/false_positive": 0.14666222514444888, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.25, "time": 0.7695047650486231, "total_loss": 1.6388820589636452} {"data_time": 0.01759042777121067, "eta_seconds": 56298.67503895238, "iteration": 197619, "loss_fcos_cls": 0.2609063746058382, "loss_fcos_ctr": 0.6225976143032312, "loss_fcos_loc": 0.20978876377921551, "loss_mask": 0.27053493820130825, "loss_maskiou": 0.006029584721545689, "loss_sem_seg": 0.26147706899791956, "lr": 0.01, "mask_rcnn/accuracy": 0.8831410122528544, "mask_rcnn/false_negative": 0.07796488133410973, "mask_rcnn/false_positive": 0.16498223635451167, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.75, "time": 0.7746234238147736, "total_loss": 1.6426805062874337} {"data_time": 0.017341735772788525, "eta_seconds": 56277.26602518931, "iteration": 197639, "loss_fcos_cls": 0.24307882646098733, "loss_fcos_ctr": 0.6214138939976692, "loss_fcos_loc": 0.1931600545940455, "loss_mask": 0.2756292009726167, "loss_maskiou": 0.005371313505747821, "loss_sem_seg": 0.27411314798519015, "lr": 0.01, "mask_rcnn/accuracy": 0.8879217291129312, "mask_rcnn/false_negative": 0.09533730101252516, "mask_rcnn/false_positive": 0.11868283337380806, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.25, "time": 0.7767677884548903, "total_loss": 1.6222981220125803} {"data_time": 0.015619532205164433, "eta_seconds": 56308.67931425013, "iteration": 197659, "loss_fcos_cls": 0.2475303519750014, "loss_fcos_ctr": 0.6181526836007833, "loss_fcos_loc": 0.19332498963922262, "loss_mask": 0.2627108059823513, "loss_maskiou": 0.00541078562673647, "loss_sem_seg": 0.29022069415077567, "lr": 0.01, "mask_rcnn/accuracy": 0.8983247445967761, "mask_rcnn/false_negative": 0.07970364563903051, "mask_rcnn/false_positive": 0.13262905598231414, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.5, "time": 0.782248618081212, "total_loss": 1.6300510819128249} {"data_time": 0.015863613225519657, "eta_seconds": 56293.111744182184, "iteration": 197679, "loss_fcos_cls": 0.2583470958052203, "loss_fcos_ctr": 0.6217967718839645, "loss_fcos_loc": 0.1939900575671345, "loss_mask": 0.2678597718477249, "loss_maskiou": 0.0054645731433993205, "loss_sem_seg": 0.31168417900335044, "lr": 0.01, "mask_rcnn/accuracy": 0.8978345748068562, "mask_rcnn/false_negative": 0.09325358067385375, "mask_rcnn/false_positive": 0.1424470337050416, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.25, "time": 0.7722167326137424, "total_loss": 1.6318697908427566} {"data_time": 0.017638596706092358, "eta_seconds": 56277.54417411424, "iteration": 197699, "loss_fcos_cls": 0.2579199802130461, "loss_fcos_ctr": 0.618370683863759, "loss_fcos_loc": 0.1986281325807795, "loss_mask": 0.2641637893393636, "loss_maskiou": 0.005208539936575107, "loss_sem_seg": 0.2920585456304252, "lr": 0.01, "mask_rcnn/accuracy": 0.9054555483126911, "mask_rcnn/false_negative": 0.07716598663082279, "mask_rcnn/false_positive": 0.12025478620158217, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7846169909462333, "total_loss": 1.6560112419974757} {"data_time": 0.01683632005006075, "eta_seconds": 56261.9766040463, "iteration": 197719, "loss_fcos_cls": 0.2697380168829113, "loss_fcos_ctr": 0.6217187056317925, "loss_fcos_loc": 0.1956265123153571, "loss_mask": 0.2749274307861924, "loss_maskiou": 0.0058311102984589525, "loss_sem_seg": 0.25144016242120415, "lr": 0.01, "mask_rcnn/accuracy": 0.8672957782013905, "mask_rcnn/false_negative": 0.09476142963598518, "mask_rcnn/false_positive": 0.11092961242223812, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.25, "time": 0.7800978878512979, "total_loss": 1.645034617962665} {"data_time": 0.016619750298559666, "eta_seconds": 56251.68084635306, "iteration": 197739, "loss_fcos_cls": 0.2568221935071051, "loss_fcos_ctr": 0.6191837755031884, "loss_fcos_loc": 0.2009121269802563, "loss_mask": 0.2737421477213502, "loss_maskiou": 0.005819748141220771, "loss_sem_seg": 0.3091816916130483, "lr": 0.01, "mask_rcnn/accuracy": 0.8670461108971891, "mask_rcnn/false_negative": 0.1076064321613891, "mask_rcnn/false_positive": 0.14551561096090915, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.0, "time": 0.7800229024142027, "total_loss": 1.6694152687268797} {"data_time": 0.016177549958229065, "eta_seconds": 56236.11181718204, "iteration": 197759, "loss_fcos_cls": 0.2602485488168895, "loss_fcos_ctr": 0.6232631807215512, "loss_fcos_loc": 0.20396229159086943, "loss_mask": 0.25898276502266526, "loss_maskiou": 0.005014731897972524, "loss_sem_seg": 0.27428452763706446, "lr": 0.01, "mask_rcnn/accuracy": 0.8741781430801188, "mask_rcnn/false_negative": 0.09444099887130972, "mask_rcnn/false_positive": 0.18246353321898495, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7791354367509484, "total_loss": 1.6387438854726497} {"data_time": 0.0159603888168931, "eta_seconds": 56211.73730795644, "iteration": 197779, "loss_fcos_cls": 0.25753538170829415, "loss_fcos_ctr": 0.6220093443989754, "loss_fcos_loc": 0.1983048291876912, "loss_mask": 0.27921564783900976, "loss_maskiou": 0.00603030929050874, "loss_sem_seg": 0.2752272509969771, "lr": 0.01, "mask_rcnn/accuracy": 0.8652096273291925, "mask_rcnn/false_negative": 0.1048409553863327, "mask_rcnn/false_positive": 0.12157590241567663, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 31.75, "time": 0.7616540817543864, "total_loss": 1.6381168922089273} {"data_time": 0.016765490174293518, "eta_seconds": 56191.73473474011, "iteration": 197799, "loss_fcos_cls": 0.2575784372165799, "loss_fcos_ctr": 0.6197073822841048, "loss_fcos_loc": 0.20168001344427466, "loss_mask": 0.2744157202541828, "loss_maskiou": 0.005721038665797096, "loss_sem_seg": 0.2986306350212544, "lr": 0.01, "mask_rcnn/accuracy": 0.8782064909297052, "mask_rcnn/false_negative": 0.106274555414183, "mask_rcnn/false_positive": 0.14075878853246648, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.0, "time": 0.7622297191992402, "total_loss": 1.6260620238026604} {"data_time": 0.015451555140316486, "eta_seconds": 56180.6041265782, "iteration": 197819, "loss_fcos_cls": 0.2518252790905535, "loss_fcos_ctr": 0.6174503099173307, "loss_fcos_loc": 0.18773535289801657, "loss_mask": 0.27302827779203653, "loss_maskiou": 0.005515598822967149, "loss_sem_seg": 0.3024972905404866, "lr": 0.01, "mask_rcnn/accuracy": 0.8841587500944323, "mask_rcnn/false_negative": 0.0946913529880591, "mask_rcnn/false_positive": 0.12605411836493524, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7819492937996984, "total_loss": 1.6799228085001232} {"data_time": 0.0164908142760396, "eta_seconds": 56187.0638953913, "iteration": 197839, "loss_fcos_cls": 0.2589820906287059, "loss_fcos_ctr": 0.6218970529735088, "loss_fcos_loc": 0.20418818248435855, "loss_mask": 0.27326706144958735, "loss_maskiou": 0.005312075183610432, "loss_sem_seg": 0.2783570387400687, "lr": 0.01, "mask_rcnn/accuracy": 0.8726150864072337, "mask_rcnn/false_negative": 0.09493488616970316, "mask_rcnn/false_positive": 0.17119297202791678, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 30.75, "time": 0.7851593419909477, "total_loss": 1.672688635851955} {"data_time": 0.015857135877013206, "eta_seconds": 56182.89181546122, "iteration": 197859, "loss_fcos_cls": 0.2579443110153079, "loss_fcos_ctr": 0.6182559952139854, "loss_fcos_loc": 0.1885892836144194, "loss_mask": 0.26439068000763655, "loss_maskiou": 0.00523779408831615, "loss_sem_seg": 0.30157267255708575, "lr": 0.01, "mask_rcnn/accuracy": 0.8976306248305774, "mask_rcnn/false_negative": 0.08061292059917298, "mask_rcnn/false_positive": 0.1133612538304821, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.75, "time": 0.7815170865505934, "total_loss": 1.6431082551571308} {"data_time": 0.016276986338198185, "eta_seconds": 56142.69764215592, "iteration": 197879, "loss_fcos_cls": 0.259135315194726, "loss_fcos_ctr": 0.6208748705685139, "loss_fcos_loc": 0.19974798802286386, "loss_mask": 0.26709148939698935, "loss_maskiou": 0.005391299644543324, "loss_sem_seg": 0.2608391190879047, "lr": 0.01, "mask_rcnn/accuracy": 0.8960432437187362, "mask_rcnn/false_negative": 0.08368549199630673, "mask_rcnn/false_positive": 0.14422855010268099, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.5, "time": 0.7583346422761679, "total_loss": 1.6234390762238036} {"data_time": 0.016750955022871494, "eta_seconds": 56158.351152167656, "iteration": 197899, "loss_fcos_cls": 0.26214709278428927, "loss_fcos_ctr": 0.6206589890643954, "loss_fcos_loc": 0.1901161689311266, "loss_mask": 0.2679477697238326, "loss_maskiou": 0.0061760113458149135, "loss_sem_seg": 0.2883717818185687, "lr": 0.01, "mask_rcnn/accuracy": 0.8804987305927156, "mask_rcnn/false_negative": 0.0912382135853329, "mask_rcnn/false_positive": 0.13059212507584236, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 21.25, "time": 0.7891376093029976, "total_loss": 1.6475420029746601} {"data_time": 0.0174077982082963, "eta_seconds": 56124.773113505915, "iteration": 197919, "loss_fcos_cls": 0.2632589485729113, "loss_fcos_ctr": 0.6212444333359599, "loss_fcos_loc": 0.20471875718794763, "loss_mask": 0.2781944312155247, "loss_maskiou": 0.00566199493187014, "loss_sem_seg": 0.29458460374735296, "lr": 0.01, "mask_rcnn/accuracy": 0.8858097988017813, "mask_rcnn/false_negative": 0.08391441030039319, "mask_rcnn/false_positive": 0.15089052702484496, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.5, "time": 0.7564383950084448, "total_loss": 1.6603604866977548} {"data_time": 0.019243021495640278, "eta_seconds": 56092.46180378739, "iteration": 197939, "loss_fcos_cls": 0.2523234053514898, "loss_fcos_ctr": 0.619796684011817, "loss_fcos_loc": 0.19764861650764942, "loss_mask": 0.2710398370400071, "loss_maskiou": 0.005622194352326915, "loss_sem_seg": 0.26230836589820683, "lr": 0.01, "mask_rcnn/accuracy": 0.8689450863574726, "mask_rcnn/false_negative": 0.11243486206824536, "mask_rcnn/false_positive": 0.13166078514533322, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.75, "time": 0.7774843722581863, "total_loss": 1.6208254349185154} {"data_time": 0.017107735387980938, "eta_seconds": 56105.01253486425, "iteration": 197959, "loss_fcos_cls": 0.24586668610572815, "loss_fcos_ctr": 0.6199966166168451, "loss_fcos_loc": 0.1940350781660527, "loss_mask": 0.27869028504937887, "loss_maskiou": 0.005506469387910329, "loss_sem_seg": 0.2869293540716171, "lr": 0.01, "mask_rcnn/accuracy": 0.8876401627119102, "mask_rcnn/false_negative": 0.09159744791956129, "mask_rcnn/false_positive": 0.13823337527087037, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 34.0, "time": 0.7879025191068649, "total_loss": 1.6536223650255124} {"data_time": 0.015184634365141392, "eta_seconds": 56018.66339205578, "iteration": 197979, "loss_fcos_cls": 0.25988225848414004, "loss_fcos_ctr": 0.6204708898440003, "loss_fcos_loc": 0.207132835756056, "loss_mask": 0.2667314796708524, "loss_maskiou": 0.005389400001149625, "loss_sem_seg": 0.3017772071179934, "lr": 0.01, "mask_rcnn/accuracy": 0.9009486607142857, "mask_rcnn/false_negative": 0.08444915210809788, "mask_rcnn/false_positive": 0.12627084326161603, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.75, "time": 0.7697587627917528, "total_loss": 1.6328983168132254} {"data_time": 0.015258374623954296, "eta_seconds": 55997.283496353775, "iteration": 197999, "loss_fcos_cls": 0.26570632634684443, "loss_fcos_ctr": 0.6192100550979376, "loss_fcos_loc": 0.19399827788583934, "loss_mask": 0.2729241168126464, "loss_maskiou": 0.005830296446220018, "loss_sem_seg": 0.3085979074239731, "lr": 0.01, "mask_rcnn/accuracy": 0.8612550206252714, "mask_rcnn/false_negative": 0.1144916544531375, "mask_rcnn/false_positive": 0.15062019721605793, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.5, "time": 0.7628097273409367, "total_loss": 1.6868389915762236} {"data_time": 0.016893918626010418, "eta_seconds": 56007.09034874756, "iteration": 198019, "loss_fcos_cls": 0.2628043096046895, "loss_fcos_ctr": 0.61981769092381, "loss_fcos_loc": 0.20219113701023161, "loss_mask": 0.27454720437526703, "loss_maskiou": 0.005959272308246, "loss_sem_seg": 0.25625306949950755, "lr": 0.01, "mask_rcnn/accuracy": 0.8943698455409561, "mask_rcnn/false_negative": 0.07332756950620095, "mask_rcnn/false_positive": 0.15606682844875863, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7788529312238097, "total_loss": 1.631685629072308} {"data_time": 0.01580081507563591, "eta_seconds": 56041.554910825565, "iteration": 198039, "loss_fcos_cls": 0.2566240301821381, "loss_fcos_ctr": 0.6224213829264045, "loss_fcos_loc": 0.20363817986799404, "loss_mask": 0.27228395408019423, "loss_maskiou": 0.0062489888277923455, "loss_sem_seg": 0.27979081496596336, "lr": 0.01, "mask_rcnn/accuracy": 0.8841112012987014, "mask_rcnn/false_negative": 0.10250932798034616, "mask_rcnn/false_positive": 0.13458178047772298, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 29.75, "time": 0.7937859203666449, "total_loss": 1.6226297609391622} {"data_time": 0.01671111024916172, "eta_seconds": 55956.43858163431, "iteration": 198059, "loss_fcos_cls": 0.25258394167758524, "loss_fcos_ctr": 0.6224511647596955, "loss_fcos_loc": 0.1967102478374727, "loss_mask": 0.274617999792099, "loss_maskiou": 0.005551018068217672, "loss_sem_seg": 0.27512012841179967, "lr": 0.01, "mask_rcnn/accuracy": 0.8844430055185339, "mask_rcnn/false_negative": 0.09563557857645702, "mask_rcnn/false_positive": 0.1325143351068806, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.5, "time": 0.7693081740289927, "total_loss": 1.6387336624757154} {"data_time": 0.015967220067977905, "eta_seconds": 55940.882379028946, "iteration": 198079, "loss_fcos_cls": 0.2545714331790805, "loss_fcos_ctr": 0.6192848738282919, "loss_fcos_loc": 0.19662755052559078, "loss_mask": 0.26836122013628483, "loss_maskiou": 0.004964739062415902, "loss_sem_seg": 0.2677392838522792, "lr": 0.01, "mask_rcnn/accuracy": 0.8957372594560211, "mask_rcnn/false_negative": 0.08366601048715684, "mask_rcnn/false_positive": 0.14031229189526218, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.25, "time": 0.7761603575199842, "total_loss": 1.5801916286582127} {"data_time": 0.016332484781742096, "eta_seconds": 55971.049868769944, "iteration": 198099, "loss_fcos_cls": 0.26674744626507163, "loss_fcos_ctr": 0.6194065581075847, "loss_fcos_loc": 0.19692394888261333, "loss_mask": 0.28105697920545936, "loss_maskiou": 0.006883311645651702, "loss_sem_seg": 0.27732225926592946, "lr": 0.01, "mask_rcnn/accuracy": 0.8579437588989084, "mask_rcnn/false_negative": 0.1251088755135575, "mask_rcnn/false_positive": 0.1293779570569774, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7870031939819455, "total_loss": 1.7070993642846588} {"data_time": 0.014901571907103062, "eta_seconds": 55983.16881593596, "iteration": 198119, "loss_fcos_cls": 0.2719333020504564, "loss_fcos_ctr": 0.6203109505586326, "loss_fcos_loc": 0.19886727631092072, "loss_mask": 0.25329213961958885, "loss_maskiou": 0.005662816853146069, "loss_sem_seg": 0.27916834503412247, "lr": 0.01, "mask_rcnn/accuracy": 0.9018464357574015, "mask_rcnn/false_negative": 0.08008603964231117, "mask_rcnn/false_positive": 0.12135073268944267, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.25, "time": 0.7839265903457999, "total_loss": 1.637984049404622} {"data_time": 0.016165658831596375, "eta_seconds": 55974.26629665028, "iteration": 198139, "loss_fcos_cls": 0.2574017372680828, "loss_fcos_ctr": 0.618655783124268, "loss_fcos_loc": 0.19365538423880935, "loss_mask": 0.2624599486589432, "loss_maskiou": 0.0055292691686190665, "loss_sem_seg": 0.3019573390483856, "lr": 0.01, "mask_rcnn/accuracy": 0.8863972835774847, "mask_rcnn/false_negative": 0.0982617924875176, "mask_rcnn/false_positive": 0.14584920564189216, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7934446390718222, "total_loss": 1.6646207699814113} {"data_time": 0.015581334941089153, "eta_seconds": 55952.0155660836, "iteration": 198159, "loss_fcos_cls": 0.2605459811165929, "loss_fcos_ctr": 0.6204672465100884, "loss_fcos_loc": 0.20119158341549337, "loss_mask": 0.2707398822531104, "loss_maskiou": 0.005740078209782951, "loss_sem_seg": 0.3063647309318185, "lr": 0.01, "mask_rcnn/accuracy": 0.8963707250141436, "mask_rcnn/false_negative": 0.08849461217001815, "mask_rcnn/false_positive": 0.13546445762297607, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.0, "time": 0.772859325632453, "total_loss": 1.693222839239752} {"data_time": 0.01591329462826252, "eta_seconds": 55936.43894115742, "iteration": 198179, "loss_fcos_cls": 0.26143247075378895, "loss_fcos_ctr": 0.6245014518499374, "loss_fcos_loc": 0.20843532658182085, "loss_mask": 0.28711161902174354, "loss_maskiou": 0.006013829566654749, "loss_sem_seg": 0.29849264584481716, "lr": 0.01, "mask_rcnn/accuracy": 0.8720445644647103, "mask_rcnn/false_negative": 0.09668957749774994, "mask_rcnn/false_positive": 0.17766886530089254, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.5, "time": 0.776721834205091, "total_loss": 1.6984950782061787} {"data_time": 0.016498449258506298, "eta_seconds": 55920.86231623124, "iteration": 198199, "loss_fcos_cls": 0.2676313034025952, "loss_fcos_ctr": 0.6202653916552663, "loss_fcos_loc": 0.20438910834491253, "loss_mask": 0.27095309691503644, "loss_maskiou": 0.005660295173584018, "loss_sem_seg": 0.27432640781626105, "lr": 0.01, "mask_rcnn/accuracy": 0.9021608042255365, "mask_rcnn/false_negative": 0.08237114911940852, "mask_rcnn/false_positive": 0.10954285663460403, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7860787427052855, "total_loss": 1.6459208551168558} {"data_time": 0.01778555754572153, "eta_seconds": 55920.3299001446, "iteration": 198219, "loss_fcos_cls": 0.2581239710561931, "loss_fcos_ctr": 0.6191800804808736, "loss_fcos_loc": 0.19279757386539131, "loss_mask": 0.2650051140226424, "loss_maskiou": 0.004985949854017235, "loss_sem_seg": 0.2630304340273142, "lr": 0.01, "mask_rcnn/accuracy": 0.8874763008817215, "mask_rcnn/false_negative": 0.0838273097166417, "mask_rcnn/false_positive": 0.12142915048082095, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.5, "time": 0.794990417547524, "total_loss": 1.6221414054307388} {"data_time": 0.016691135242581367, "eta_seconds": 55915.54770087823, "iteration": 198239, "loss_fcos_cls": 0.25336641422472894, "loss_fcos_ctr": 0.6228511985391378, "loss_fcos_loc": 0.20780376973561943, "loss_mask": 0.27813883125782013, "loss_maskiou": 0.006033982674125582, "loss_sem_seg": 0.3039326071739197, "lr": 0.01, "mask_rcnn/accuracy": 0.8696568315833315, "mask_rcnn/false_negative": 0.10569638530316787, "mask_rcnn/false_positive": 0.16314552063094473, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7856305222958326, "total_loss": 1.6892507375014247} {"data_time": 0.015277090482413769, "eta_seconds": 55874.132441452704, "iteration": 198259, "loss_fcos_cls": 0.2698447867296636, "loss_fcos_ctr": 0.6206838870421052, "loss_fcos_loc": 0.19532465212978423, "loss_mask": 0.27081049140542746, "loss_maskiou": 0.006087206413212698, "loss_sem_seg": 0.3286087731830776, "lr": 0.01, "mask_rcnn/accuracy": 0.8840710977013756, "mask_rcnn/false_negative": 0.07972143993367774, "mask_rcnn/false_positive": 0.13369835565609434, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7702390747144818, "total_loss": 1.7130618880473776} {"data_time": 0.01612471230328083, "eta_seconds": 55862.37504312862, "iteration": 198279, "loss_fcos_cls": 0.26998137403279543, "loss_fcos_ctr": 0.6208224962465465, "loss_fcos_loc": 0.20686931372620165, "loss_mask": 0.274888152256608, "loss_maskiou": 0.005975107436825056, "loss_sem_seg": 0.2629168382845819, "lr": 0.01, "mask_rcnn/accuracy": 0.8833913787887122, "mask_rcnn/false_negative": 0.11632454356993172, "mask_rcnn/false_positive": 0.13456524631436745, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.25, "time": 0.7915871292352676, "total_loss": 1.664815385491238} {"data_time": 0.01670433022081852, "eta_seconds": 55846.797353179194, "iteration": 198299, "loss_fcos_cls": 0.26809105230495334, "loss_fcos_ctr": 0.6217619832605124, "loss_fcos_loc": 0.1994768335716799, "loss_mask": 0.2796110790222883, "loss_maskiou": 0.006134337338153273, "loss_sem_seg": 0.27038984140381217, "lr": 0.01, "mask_rcnn/accuracy": 0.8677084312987868, "mask_rcnn/false_negative": 0.09917328208666162, "mask_rcnn/false_positive": 0.17181553438527997, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7786214714869857, "total_loss": 1.6416806005436229} {"data_time": 0.016974366270005703, "eta_seconds": 55842.42581703048, "iteration": 198319, "loss_fcos_cls": 0.26464640762424096, "loss_fcos_ctr": 0.6222895756363869, "loss_fcos_loc": 0.20266789267770946, "loss_mask": 0.2727450798265636, "loss_maskiou": 0.0056842366539058276, "loss_sem_seg": 0.2915657926350832, "lr": 0.01, "mask_rcnn/accuracy": 0.8686579663619234, "mask_rcnn/false_negative": 0.09344979177322232, "mask_rcnn/false_positive": 0.14014088397746902, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.7611150434240699, "total_loss": 1.6500701485783793} {"data_time": 0.015825304202735424, "eta_seconds": 55811.825941747986, "iteration": 198339, "loss_fcos_cls": 0.2568510368000716, "loss_fcos_ctr": 0.6178314005956054, "loss_fcos_loc": 0.2000760466326028, "loss_mask": 0.28644572384655476, "loss_maskiou": 0.006679423662717454, "loss_sem_seg": 0.26397730270400643, "lr": 0.01, "mask_rcnn/accuracy": 0.8880629362134465, "mask_rcnn/false_negative": 0.09734523121082161, "mask_rcnn/false_positive": 0.12544454111864362, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.25, "time": 0.7807159768417478, "total_loss": 1.6678111479850486} {"data_time": 0.015905773267149925, "eta_seconds": 55796.249316821806, "iteration": 198359, "loss_fcos_cls": 0.2695609417860396, "loss_fcos_ctr": 0.6186966877430677, "loss_fcos_loc": 0.2007029785308987, "loss_mask": 0.2702379925176501, "loss_maskiou": 0.0054246897198027, "loss_sem_seg": 0.2903927667066455, "lr": 0.01, "mask_rcnn/accuracy": 0.8910483037641352, "mask_rcnn/false_negative": 0.09216291612537347, "mask_rcnn/false_positive": 0.11404736185015407, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.5, "time": 0.7797950636595488, "total_loss": 1.6416320882708533} {"data_time": 0.016279665753245354, "eta_seconds": 55784.4865933815, "iteration": 198379, "loss_fcos_cls": 0.2606306574307382, "loss_fcos_ctr": 0.6227081464603543, "loss_fcos_loc": 0.20178517908789217, "loss_mask": 0.2653276203200221, "loss_maskiou": 0.005720260756788775, "loss_sem_seg": 0.30697745364159346, "lr": 0.01, "mask_rcnn/accuracy": 0.8743251661129569, "mask_rcnn/false_negative": 0.09029701446467236, "mask_rcnn/false_positive": 0.14278935317029406, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7862602518871427, "total_loss": 1.6550696048652753} {"data_time": 0.015156339854001999, "eta_seconds": 55768.90890343208, "iteration": 198399, "loss_fcos_cls": 0.2612013276666403, "loss_fcos_ctr": 0.6193982986733317, "loss_fcos_loc": 0.1946235445793718, "loss_mask": 0.2666276013478637, "loss_maskiou": 0.005640141331241466, "loss_sem_seg": 0.28679522033780813, "lr": 0.01, "mask_rcnn/accuracy": 0.8735515678258619, "mask_rcnn/false_negative": 0.10543930215092673, "mask_rcnn/false_positive": 0.15440882375673437, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 23.25, "time": 0.7933886731043458, "total_loss": 1.6429531516041607} {"data_time": 0.01768258959054947, "eta_seconds": 55749.51944204327, "iteration": 198419, "loss_fcos_cls": 0.2670386416721158, "loss_fcos_ctr": 0.6188279902562499, "loss_fcos_loc": 0.1993759844917804, "loss_mask": 0.2718158820644021, "loss_maskiou": 0.005928719532676041, "loss_sem_seg": 0.2955499819945544, "lr": 0.01, "mask_rcnn/accuracy": 0.8891753998896856, "mask_rcnn/false_negative": 0.08296216429770575, "mask_rcnn/false_positive": 0.13893120484488053, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7778371600434184, "total_loss": 1.674495968822157} {"data_time": 0.016404827125370502, "eta_seconds": 55730.04420413263, "iteration": 198439, "loss_fcos_cls": 0.2694997964426875, "loss_fcos_ctr": 0.6191754937171936, "loss_fcos_loc": 0.1973879790166393, "loss_mask": 0.2707327548414469, "loss_maskiou": 0.005761922177043743, "loss_sem_seg": 0.32641962985508144, "lr": 0.01, "mask_rcnn/accuracy": 0.8751898080660836, "mask_rcnn/false_negative": 0.10515692436970953, "mask_rcnn/false_positive": 0.13053453320995614, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.0, "time": 0.77893668692559, "total_loss": 1.6760440927027958} {"data_time": 0.015329228714108467, "eta_seconds": 55639.917215519585, "iteration": 198459, "loss_fcos_cls": 0.26219262764789164, "loss_fcos_ctr": 0.6159892249852419, "loss_fcos_loc": 0.20083923288621008, "loss_mask": 0.2675156556069851, "loss_maskiou": 0.005534649677429115, "loss_sem_seg": 0.27563251135870814, "lr": 0.01, "mask_rcnn/accuracy": 0.8793352340936375, "mask_rcnn/false_negative": 0.11080042184019452, "mask_rcnn/false_positive": 0.13763641668112173, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7706377552822232, "total_loss": 1.6407249456096906} {"data_time": 0.014733298681676388, "eta_seconds": 55668.492663637735, "iteration": 198479, "loss_fcos_cls": 0.2652722750790417, "loss_fcos_ctr": 0.6224565128795803, "loss_fcos_loc": 0.19558011926710606, "loss_mask": 0.2577646132558584, "loss_maskiou": 0.005574582362896763, "loss_sem_seg": 0.29601288912817836, "lr": 0.01, "mask_rcnn/accuracy": 0.8644516502253075, "mask_rcnn/false_negative": 0.08894067183812436, "mask_rcnn/false_positive": 0.18347025633044245, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 38.25, "time": 0.7866988079622388, "total_loss": 1.6399457378065563} {"data_time": 0.016704708337783813, "eta_seconds": 55603.894315170124, "iteration": 198499, "loss_fcos_cls": 0.2547802691697143, "loss_fcos_ctr": 0.6188337001949549, "loss_fcos_loc": 0.1904878153000027, "loss_mask": 0.270766937173903, "loss_maskiou": 0.0052110795804765075, "loss_sem_seg": 0.3058794722892344, "lr": 0.01, "mask_rcnn/accuracy": 0.8746916694193512, "mask_rcnn/false_negative": 0.09777886496336555, "mask_rcnn/false_positive": 0.14788000338548726, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 27.5, "time": 0.7680662693455815, "total_loss": 1.6373626721906476} {"data_time": 0.01683412492275238, "eta_seconds": 55626.912869844586, "iteration": 198519, "loss_fcos_cls": 0.26141456444747746, "loss_fcos_ctr": 0.6199298985302448, "loss_fcos_loc": 0.19300957268569618, "loss_mask": 0.26597961923107505, "loss_maskiou": 0.0057697697848198, "loss_sem_seg": 0.27456230437383056, "lr": 0.01, "mask_rcnn/accuracy": 0.8823967086834734, "mask_rcnn/false_negative": 0.10255251451577965, "mask_rcnn/false_positive": 0.14061799004777997, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 25.5, "time": 0.7868288867175579, "total_loss": 1.616229460501927} {"data_time": 0.017556247301399708, "eta_seconds": 55637.24462495744, "iteration": 198539, "loss_fcos_cls": 0.2587827378883958, "loss_fcos_ctr": 0.6191853592172265, "loss_fcos_loc": 0.19187180744484067, "loss_mask": 0.2760641360655427, "loss_maskiou": 0.006034950474713696, "loss_sem_seg": 0.30203538155183196, "lr": 0.01, "mask_rcnn/accuracy": 0.863888881823916, "mask_rcnn/false_negative": 0.09365287800980485, "mask_rcnn/false_positive": 0.15390298239474473, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.25, "time": 0.785714196972549, "total_loss": 1.6564607777327183} {"data_time": 0.0170658640563488, "eta_seconds": 55606.2245268235, "iteration": 198559, "loss_fcos_cls": 0.26065896870568395, "loss_fcos_ctr": 0.6213245820254087, "loss_fcos_loc": 0.19545889808796346, "loss_mask": 0.2686276426538825, "loss_maskiou": 0.006070878909667954, "loss_sem_seg": 0.2597024440765381, "lr": 0.01, "mask_rcnn/accuracy": 0.8825799351695565, "mask_rcnn/false_negative": 0.09083788411558968, "mask_rcnn/false_positive": 0.1264528690537587, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.788588815368712, "total_loss": 1.6031877929126495} {"data_time": 0.017451840452849865, "eta_seconds": 55621.015456790105, "iteration": 198579, "loss_fcos_cls": 0.25489398278295994, "loss_fcos_ctr": 0.620798665098846, "loss_fcos_loc": 0.19358168169856071, "loss_mask": 0.27120464108884335, "loss_maskiou": 0.005839510340592824, "loss_sem_seg": 0.26688340376131237, "lr": 0.01, "mask_rcnn/accuracy": 0.8754086097376493, "mask_rcnn/false_negative": 0.0913930463742648, "mask_rcnn/false_positive": 0.15161847514434706, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 26.0, "time": 0.7798703666776419, "total_loss": 1.6173025067400886} {"data_time": 0.017285424284636974, "eta_seconds": 55624.30302896816, "iteration": 198599, "loss_fcos_cls": 0.2558354684151709, "loss_fcos_ctr": 0.6182624502107501, "loss_fcos_loc": 0.2045942201220896, "loss_mask": 0.2808326920494437, "loss_maskiou": 0.006045476024155505, "loss_sem_seg": 0.3342807162553072, "lr": 0.01, "mask_rcnn/accuracy": 0.8711840986394558, "mask_rcnn/false_negative": 0.10437554774484442, "mask_rcnn/false_positive": 0.1387518716939367, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.5, "time": 0.7957857688888907, "total_loss": 1.699139565709629} {"data_time": 0.018484923988580704, "eta_seconds": 55619.455002527684, "iteration": 198619, "loss_fcos_cls": 0.27061114786192775, "loss_fcos_ctr": 0.622985758818686, "loss_fcos_loc": 0.19964984501712024, "loss_mask": 0.2742154346778989, "loss_maskiou": 0.0058121633337577805, "loss_sem_seg": 0.27226544125005603, "lr": 0.01, "mask_rcnn/accuracy": 0.8829178262213977, "mask_rcnn/false_negative": 0.10116597143814293, "mask_rcnn/false_positive": 0.1310318908700565, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.25, "time": 0.7693760562688112, "total_loss": 1.6428916272270726} {"data_time": 0.016680044122040272, "eta_seconds": 55608.525577199645, "iteration": 198639, "loss_fcos_cls": 0.249756193254143, "loss_fcos_ctr": 0.6190661299042404, "loss_fcos_loc": 0.19319752068258822, "loss_mask": 0.27025360241532326, "loss_maskiou": 0.0054754836310166866, "loss_sem_seg": 0.2959315632469952, "lr": 0.01, "mask_rcnn/accuracy": 0.8729584568870283, "mask_rcnn/false_negative": 0.10995696237178423, "mask_rcnn/false_positive": 0.13495025559566187, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.5, "time": 0.7824591025710106, "total_loss": 1.6334365517832339} {"data_time": 0.016270200721919537, "eta_seconds": 55586.34094680194, "iteration": 198659, "loss_fcos_cls": 0.25507975090295076, "loss_fcos_ctr": 0.6230210792273283, "loss_fcos_loc": 0.20060872158501297, "loss_mask": 0.2832805011421442, "loss_maskiou": 0.005650265491567552, "loss_sem_seg": 0.3159116255119443, "lr": 0.01, "mask_rcnn/accuracy": 0.8851737396771747, "mask_rcnn/false_negative": 0.1049051060327788, "mask_rcnn/false_positive": 0.12714203103109, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7788943620398641, "total_loss": 1.6808550520654535} {"data_time": 0.017329979687929153, "eta_seconds": 55608.73626337852, "iteration": 198679, "loss_fcos_cls": 0.26479938719421625, "loss_fcos_ctr": 0.6176735390909016, "loss_fcos_loc": 0.19170295400545, "loss_mask": 0.26795037277042866, "loss_maskiou": 0.00566006479493808, "loss_sem_seg": 0.27846589172258973, "lr": 0.01, "mask_rcnn/accuracy": 0.8720863328673687, "mask_rcnn/false_negative": 0.1282646953065859, "mask_rcnn/false_positive": 0.13434681004925927, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.0, "time": 0.7934384299442172, "total_loss": 1.6682793245417997} {"data_time": 0.015542511828243732, "eta_seconds": 55620.86643118411, "iteration": 198699, "loss_fcos_cls": 0.2620830312371254, "loss_fcos_ctr": 0.6191329318098724, "loss_fcos_loc": 0.19638037320692092, "loss_mask": 0.26740034483373165, "loss_maskiou": 0.006107303197495639, "loss_sem_seg": 0.2824481902644038, "lr": 0.01, "mask_rcnn/accuracy": 0.881207241419295, "mask_rcnn/false_negative": 0.11734830792161649, "mask_rcnn/false_positive": 0.14149404303205998, "roi_head/num_bg_samples": 75.75, "roi_head/num_fg_samples": 23.75, "time": 0.7956348434090614, "total_loss": 1.6510603711867589} {"data_time": 0.017671954818069935, "eta_seconds": 55571.94094291609, "iteration": 198719, "loss_fcos_cls": 0.26565361046232283, "loss_fcos_ctr": 0.6213026698678732, "loss_fcos_loc": 0.20410255552269518, "loss_mask": 0.26923742704093456, "loss_maskiou": 0.005449774303997401, "loss_sem_seg": 0.2724172999151051, "lr": 0.01, "mask_rcnn/accuracy": 0.8717623347966188, "mask_rcnn/false_negative": 0.10110409541036525, "mask_rcnn/false_positive": 0.15429625841010353, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.0, "time": 0.7728915046900511, "total_loss": 1.6327658182708547} {"data_time": 0.01718596089631319, "eta_seconds": 55582.025438490324, "iteration": 198739, "loss_fcos_cls": 0.258066594687989, "loss_fcos_ctr": 0.6198238697834313, "loss_fcos_loc": 0.19343167869374156, "loss_mask": 0.27236360404640436, "loss_maskiou": 0.0057941670074797, "loss_sem_seg": 0.29197241039946675, "lr": 0.01, "mask_rcnn/accuracy": 0.9004221617892441, "mask_rcnn/false_negative": 0.09827848121287708, "mask_rcnn/false_positive": 0.11459033393579779, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.5, "time": 0.7895121714100242, "total_loss": 1.6319123953144299} {"data_time": 0.015771972946822643, "eta_seconds": 55566.42587479111, "iteration": 198759, "loss_fcos_cls": 0.25163287203758955, "loss_fcos_ctr": 0.6202822728082538, "loss_fcos_loc": 0.19115486257942393, "loss_mask": 0.2816215232014656, "loss_maskiou": 0.00640778498200234, "loss_sem_seg": 0.28613849682733417, "lr": 0.01, "mask_rcnn/accuracy": 0.8850762039771094, "mask_rcnn/false_negative": 0.10089525308634589, "mask_rcnn/false_positive": 0.1448008336328201, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.5, "time": 0.7764918375760317, "total_loss": 1.636055355076678} {"data_time": 0.016763728111982346, "eta_seconds": 55550.82631109189, "iteration": 198779, "loss_fcos_cls": 0.25934887561015785, "loss_fcos_ctr": 0.6222153753042221, "loss_fcos_loc": 0.1988469259813428, "loss_mask": 0.27768484503030777, "loss_maskiou": 0.006415958952857181, "loss_sem_seg": 0.28344906331039965, "lr": 0.01, "mask_rcnn/accuracy": 0.8824632169321476, "mask_rcnn/false_negative": 0.1038817778044451, "mask_rcnn/false_positive": 0.12352730145955312, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7777435425668955, "total_loss": 1.608718541188864} {"data_time": 0.015567966736853123, "eta_seconds": 55557.60985980369, "iteration": 198799, "loss_fcos_cls": 0.2551094662339892, "loss_fcos_ctr": 0.6182554699480534, "loss_fcos_loc": 0.1845457957824692, "loss_mask": 0.26405674684792757, "loss_maskiou": 0.0048728279216447845, "loss_sem_seg": 0.28942935448139906, "lr": 0.01, "mask_rcnn/accuracy": 0.8722109006048668, "mask_rcnn/false_negative": 0.09688518914521371, "mask_rcnn/false_positive": 0.13421237839653635, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 32.75, "time": 0.7620874838903546, "total_loss": 1.6244433395186206} {"data_time": 0.015256760641932487, "eta_seconds": 55519.62718369346, "iteration": 198819, "loss_fcos_cls": 0.250651242909953, "loss_fcos_ctr": 0.6193310460075736, "loss_fcos_loc": 0.20267516048625112, "loss_mask": 0.2690987680107355, "loss_maskiou": 0.004986946278222604, "loss_sem_seg": 0.2929705628193915, "lr": 0.01, "mask_rcnn/accuracy": 0.8898743503612625, "mask_rcnn/false_negative": 0.0842163217903436, "mask_rcnn/false_positive": 0.13418188244791324, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 28.25, "time": 0.779089187271893, "total_loss": 1.6514023875133717} {"data_time": 0.016478292644023895, "eta_seconds": 55478.77629066259, "iteration": 198839, "loss_fcos_cls": 0.2626991888973862, "loss_fcos_ctr": 0.6212157253175974, "loss_fcos_loc": 0.1910805437946692, "loss_mask": 0.2626645499840379, "loss_maskiou": 0.004780895069416147, "loss_sem_seg": 0.2667575287632644, "lr": 0.01, "mask_rcnn/accuracy": 0.898652525034404, "mask_rcnn/false_negative": 0.06993339622350553, "mask_rcnn/false_positive": 0.14522765800696497, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.0, "time": 0.7783831590786576, "total_loss": 1.6149520270264475} {"data_time": 0.015961863100528717, "eta_seconds": 55462.79444199707, "iteration": 198859, "loss_fcos_cls": 0.2499000447569415, "loss_fcos_ctr": 0.6222116677090526, "loss_fcos_loc": 0.19520735065452754, "loss_mask": 0.2720674853771925, "loss_maskiou": 0.005460187188873533, "loss_sem_seg": 0.32108469121158123, "lr": 0.01, "mask_rcnn/accuracy": 0.8873214392990165, "mask_rcnn/false_negative": 0.08802573357818008, "mask_rcnn/false_positive": 0.14693891563580477, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.5, "time": 0.7772169802337885, "total_loss": 1.6515738905582111} {"data_time": 0.017683940939605236, "eta_seconds": 55480.72859725915, "iteration": 198879, "loss_fcos_cls": 0.24736736714839935, "loss_fcos_ctr": 0.6217877380549908, "loss_fcos_loc": 0.1985019316780381, "loss_mask": 0.2771866973489523, "loss_maskiou": 0.005610394167888444, "loss_sem_seg": 0.34741549799218774, "lr": 0.01, "mask_rcnn/accuracy": 0.8794010847582276, "mask_rcnn/false_negative": 0.09044344481901406, "mask_rcnn/false_positive": 0.1461520541077178, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.786982580088079, "total_loss": 1.7162162465974689} {"data_time": 0.014942668378353119, "eta_seconds": 55417.12448108569, "iteration": 198899, "loss_fcos_cls": 0.2581214632373303, "loss_fcos_ctr": 0.6200426337309182, "loss_fcos_loc": 0.19360627117566764, "loss_mask": 0.2688066177070141, "loss_maskiou": 0.006009137388900854, "loss_sem_seg": 0.27619667793624103, "lr": 0.01, "mask_rcnn/accuracy": 0.8950811587210337, "mask_rcnn/false_negative": 0.08837815210070302, "mask_rcnn/false_positive": 0.12831505353670092, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.5, "time": 0.7733257357031107, "total_loss": 1.6362597080442356} {"data_time": 0.016643473878502846, "eta_seconds": 55421.65450876672, "iteration": 198919, "loss_fcos_cls": 0.2547981101088226, "loss_fcos_ctr": 0.6185164460912347, "loss_fcos_loc": 0.18932412914000452, "loss_mask": 0.263113833963871, "loss_maskiou": 0.005399065163146588, "loss_sem_seg": 0.25475187972187996, "lr": 0.01, "mask_rcnn/accuracy": 0.8840135693496414, "mask_rcnn/false_negative": 0.08823996961942672, "mask_rcnn/false_positive": 0.13974463761190647, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.0, "time": 0.7761103175580502, "total_loss": 1.59361843860097} {"data_time": 0.016541562974452972, "eta_seconds": 55419.155213705264, "iteration": 198939, "loss_fcos_cls": 0.26225318224169314, "loss_fcos_ctr": 0.6208933577872813, "loss_fcos_loc": 0.19873394700698555, "loss_mask": 0.2752903187647462, "loss_maskiou": 0.005328577521140687, "loss_sem_seg": 0.2729505207389593, "lr": 0.01, "mask_rcnn/accuracy": 0.8669565779528186, "mask_rcnn/false_negative": 0.11466442085840636, "mask_rcnn/false_positive": 0.14973945254172405, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 36.75, "time": 0.7889375369995832, "total_loss": 1.652577594293689} {"data_time": 0.017576973885297775, "eta_seconds": 55385.90712791961, "iteration": 198959, "loss_fcos_cls": 0.2473441823385656, "loss_fcos_ctr": 0.6226531215943396, "loss_fcos_loc": 0.1962273472454399, "loss_mask": 0.26979669462889433, "loss_maskiou": 0.00591488646750804, "loss_sem_seg": 0.2627862631343305, "lr": 0.01, "mask_rcnn/accuracy": 0.8595568161475116, "mask_rcnn/false_negative": 0.10176670949697755, "mask_rcnn/false_positive": 0.16993629497592794, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.75, "time": 0.7858375553041697, "total_loss": 1.6133314528633491} {"data_time": 0.015393702313303947, "eta_seconds": 55417.157200785354, "iteration": 198979, "loss_fcos_cls": 0.2557407096028328, "loss_fcos_ctr": 0.6192909199744463, "loss_fcos_loc": 0.1934350777301006, "loss_mask": 0.27458623982965946, "loss_maskiou": 0.005783068387245294, "loss_sem_seg": 0.28398373629897833, "lr": 0.01, "mask_rcnn/accuracy": 0.8586567896389325, "mask_rcnn/false_negative": 0.10193932046123247, "mask_rcnn/false_positive": 0.1757379484072249, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 32.5, "time": 0.7892274269834161, "total_loss": 1.6291511949020787} {"data_time": 0.014759475365281105, "eta_seconds": 55409.16106181871, "iteration": 198999, "loss_fcos_cls": 0.2504315790720284, "loss_fcos_ctr": 0.6177981793880463, "loss_fcos_loc": 0.18399903667159379, "loss_mask": 0.25222806818783283, "loss_maskiou": 0.005426023682957748, "loss_sem_seg": 0.2676535442005843, "lr": 0.01, "mask_rcnn/accuracy": 0.885130413234571, "mask_rcnn/false_negative": 0.08657542100651545, "mask_rcnn/false_positive": 0.1387085850383019, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 34.0, "time": 0.7618771316483617, "total_loss": 1.6053340792568633} {"data_time": 0.015063662081956863, "eta_seconds": 55385.94549878128, "iteration": 199019, "loss_fcos_cls": 0.25120733614312485, "loss_fcos_ctr": 0.6209394820034504, "loss_fcos_loc": 0.19370661629363894, "loss_mask": 0.27566986065357924, "loss_maskiou": 0.005324290534190368, "loss_sem_seg": 0.28379776887595654, "lr": 0.01, "mask_rcnn/accuracy": 0.8802847437676369, "mask_rcnn/false_negative": 0.10612380609021935, "mask_rcnn/false_positive": 0.13373598573056492, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 27.75, "time": 0.7764066578820348, "total_loss": 1.6400794332075748} {"data_time": 0.016366722993552685, "eta_seconds": 55322.508562610485, "iteration": 199039, "loss_fcos_cls": 0.2609590976499021, "loss_fcos_ctr": 0.6200783508829772, "loss_fcos_loc": 0.19906158139929175, "loss_mask": 0.2669275337830186, "loss_maskiou": 0.005792894182377495, "loss_sem_seg": 0.28468236653134227, "lr": 0.01, "mask_rcnn/accuracy": 0.9017981312243206, "mask_rcnn/false_negative": 0.08545028184805578, "mask_rcnn/false_positive": 0.14389014409662393, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.0, "time": 0.7682232717052102, "total_loss": 1.6323697132393136} {"data_time": 0.016384083777666092, "eta_seconds": 55340.312529606745, "iteration": 199059, "loss_fcos_cls": 0.25549563439562917, "loss_fcos_ctr": 0.6225918121635914, "loss_fcos_loc": 0.2096264420542866, "loss_mask": 0.2575750881806016, "loss_maskiou": 0.005518466605280992, "loss_sem_seg": 0.27700414042919874, "lr": 0.01, "mask_rcnn/accuracy": 0.8704600155279503, "mask_rcnn/false_negative": 0.10064363569187351, "mask_rcnn/false_positive": 0.15480408692002373, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 36.0, "time": 0.7882527001202106, "total_loss": 1.614644919449347} {"data_time": 0.015263000503182411, "eta_seconds": 55346.729083607905, "iteration": 199079, "loss_fcos_cls": 0.25494942581281066, "loss_fcos_ctr": 0.6190234171226621, "loss_fcos_loc": 0.19347028236370534, "loss_mask": 0.26267721597105265, "loss_maskiou": 0.005007122170354705, "loss_sem_seg": 0.26900483202189207, "lr": 0.01, "mask_rcnn/accuracy": 0.8878893662728249, "mask_rcnn/false_negative": 0.08663714545300705, "mask_rcnn/false_positive": 0.14487757306946292, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.75, "time": 0.7815013462677598, "total_loss": 1.6031989158291253} {"data_time": 0.016719735227525234, "eta_seconds": 55281.94800702669, "iteration": 199099, "loss_fcos_cls": 0.24577819532714784, "loss_fcos_ctr": 0.6207283725962043, "loss_fcos_loc": 0.20175624184776098, "loss_mask": 0.27699173148721457, "loss_maskiou": 0.005485674962983467, "loss_sem_seg": 0.28564448887482285, "lr": 0.01, "mask_rcnn/accuracy": 0.873150751777984, "mask_rcnn/false_negative": 0.09451215725873076, "mask_rcnn/false_positive": 0.1575375920972145, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.25, "time": 0.7723205527290702, "total_loss": 1.6497971724602394} {"data_time": 0.017659706063568592, "eta_seconds": 55266.35388338752, "iteration": 199119, "loss_fcos_cls": 0.26142811542376876, "loss_fcos_ctr": 0.6238994747400284, "loss_fcos_loc": 0.2164145123679191, "loss_mask": 0.2871358678676188, "loss_maskiou": 0.005927565196543583, "loss_sem_seg": 0.30762043478898704, "lr": 0.01, "mask_rcnn/accuracy": 0.8797325826882477, "mask_rcnn/false_negative": 0.08911911619550024, "mask_rcnn/false_positive": 0.15359190729536976, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 33.75, "time": 0.7931560622528195, "total_loss": 1.6610870301665273} {"data_time": 0.015067901462316513, "eta_seconds": 55214.38368547615, "iteration": 199139, "loss_fcos_cls": 0.254630844341591, "loss_fcos_ctr": 0.6195809282362461, "loss_fcos_loc": 0.19203694607131183, "loss_mask": 0.27260045427829027, "loss_maskiou": 0.006751186367182527, "loss_sem_seg": 0.31441832846030593, "lr": 0.01, "mask_rcnn/accuracy": 0.8862374927442112, "mask_rcnn/false_negative": 0.08661800147907561, "mask_rcnn/false_positive": 0.1551875995508504, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.0, "time": 0.7747742859646678, "total_loss": 1.6533344161580317} {"data_time": 0.01609829254448414, "eta_seconds": 55226.20196293574, "iteration": 199159, "loss_fcos_cls": 0.26792710524750873, "loss_fcos_ctr": 0.6208587177097797, "loss_fcos_loc": 0.20285366103053093, "loss_mask": 0.2724333540536463, "loss_maskiou": 0.005442775094707031, "loss_sem_seg": 0.2791198333725333, "lr": 0.01, "mask_rcnn/accuracy": 0.8887762653085881, "mask_rcnn/false_negative": 0.0954312835730401, "mask_rcnn/false_positive": 0.14653761608459276, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 31.0, "time": 0.7777541102841496, "total_loss": 1.613481363063329} {"data_time": 0.015858281403779984, "eta_seconds": 55163.91867723875, "iteration": 199179, "loss_fcos_cls": 0.2437512455508113, "loss_fcos_ctr": 0.6193774109706283, "loss_fcos_loc": 0.19660076563013718, "loss_mask": 0.2608159873634577, "loss_maskiou": 0.0053128233485040255, "loss_sem_seg": 0.2652278388850391, "lr": 0.01, "mask_rcnn/accuracy": 0.87454270757539, "mask_rcnn/false_negative": 0.11637457255953824, "mask_rcnn/false_positive": 0.14210742029942736, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.5, "time": 0.7681618249043822, "total_loss": 1.592479955026647} {"data_time": 0.017131177708506584, "eta_seconds": 55135.03769116849, "iteration": 199199, "loss_fcos_cls": 0.2566900230012834, "loss_fcos_ctr": 0.6201646886765957, "loss_fcos_loc": 0.19068464147858322, "loss_mask": 0.2696469724178314, "loss_maskiou": 0.00514176647993736, "loss_sem_seg": 0.26427485002204776, "lr": 0.01, "mask_rcnn/accuracy": 0.8791426570628251, "mask_rcnn/false_negative": 0.09634644290655851, "mask_rcnn/false_positive": 0.1305560821174147, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7528430121019483, "total_loss": 1.611787700880086} {"data_time": 0.01535146776586771, "eta_seconds": 55132.76186291687, "iteration": 199219, "loss_fcos_cls": 0.2640734687447548, "loss_fcos_ctr": 0.6240112660452724, "loss_fcos_loc": 0.20775301672983915, "loss_mask": 0.2802121639251709, "loss_maskiou": 0.005600993274128996, "loss_sem_seg": 0.284286011941731, "lr": 0.01, "mask_rcnn/accuracy": 0.8832642841420082, "mask_rcnn/false_negative": 0.10754816286697674, "mask_rcnn/false_positive": 0.12449982139821195, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 31.25, "time": 0.7908143606036901, "total_loss": 1.6617606746440288} {"data_time": 0.015667430125176907, "eta_seconds": 55126.56648522802, "iteration": 199239, "loss_fcos_cls": 0.2571981518995017, "loss_fcos_ctr": 0.6197962881997228, "loss_fcos_loc": 0.19580695149488747, "loss_mask": 0.27813190780580044, "loss_maskiou": 0.005835181247675791, "loss_sem_seg": 0.2764998748898506, "lr": 0.01, "mask_rcnn/accuracy": 0.9049429082857633, "mask_rcnn/false_negative": 0.07172527013659369, "mask_rcnn/false_positive": 0.14054163473970444, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.75, "time": 0.7916893241927028, "total_loss": 1.6736809361173073} {"data_time": 0.017569856718182564, "eta_seconds": 55132.02941142209, "iteration": 199259, "loss_fcos_cls": 0.25286658911500126, "loss_fcos_ctr": 0.617948847822845, "loss_fcos_loc": 0.1925557462964207, "loss_mask": 0.2598302769474685, "loss_maskiou": 0.0048643076297594234, "loss_sem_seg": 0.28200838016346097, "lr": 0.01, "mask_rcnn/accuracy": 0.8727948989975909, "mask_rcnn/false_negative": 0.1013854153866943, "mask_rcnn/false_positive": 0.14809111916639217, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.75, "time": 0.7777338055893779, "total_loss": 1.6428729404651676} {"data_time": 0.01571300718933344, "eta_seconds": 55116.44240264036, "iteration": 199279, "loss_fcos_cls": 0.25598280725535005, "loss_fcos_ctr": 0.6214688112959266, "loss_fcos_loc": 0.18881808826699853, "loss_mask": 0.26465099677443504, "loss_maskiou": 0.005568079912336543, "loss_sem_seg": 0.3153481865301728, "lr": 0.01, "mask_rcnn/accuracy": 0.8993919284303583, "mask_rcnn/false_negative": 0.08813865440914312, "mask_rcnn/false_positive": 0.10724117649631962, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 25.25, "time": 0.7875950057059526, "total_loss": 1.671249864026322} {"data_time": 0.01610411237925291, "eta_seconds": 55070.44823427312, "iteration": 199299, "loss_fcos_cls": 0.2573486410547048, "loss_fcos_ctr": 0.6229095086455345, "loss_fcos_loc": 0.20617655757814646, "loss_mask": 0.2730320538394153, "loss_maskiou": 0.005526275359443389, "loss_sem_seg": 0.30362291308119893, "lr": 0.01, "mask_rcnn/accuracy": 0.891928762245639, "mask_rcnn/false_negative": 0.08943067793794346, "mask_rcnn/false_positive": 0.12048504702747001, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.0, "time": 0.7682383172214031, "total_loss": 1.6736936067900388} {"data_time": 0.0197880482301116, "eta_seconds": 55054.86982711218, "iteration": 199319, "loss_fcos_cls": 0.25710006803274155, "loss_fcos_ctr": 0.6191856348887086, "loss_fcos_loc": 0.1917969675268978, "loss_mask": 0.2725177453830838, "loss_maskiou": 0.005337249080184847, "loss_sem_seg": 0.27281150687485933, "lr": 0.01, "mask_rcnn/accuracy": 0.8953339386602098, "mask_rcnn/false_negative": 0.10276396148721567, "mask_rcnn/false_positive": 0.10243154405255585, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.5, "time": 0.773857026360929, "total_loss": 1.6094892297987826} {"data_time": 0.016653512604534626, "eta_seconds": 55048.66118925251, "iteration": 199339, "loss_fcos_cls": 0.2695419223746285, "loss_fcos_ctr": 0.622339116409421, "loss_fcos_loc": 0.19291792181320488, "loss_mask": 0.27015652135014534, "loss_maskiou": 0.005548410175833851, "loss_sem_seg": 0.2842174586839974, "lr": 0.01, "mask_rcnn/accuracy": 0.8908839176696319, "mask_rcnn/false_negative": 0.08426127288921267, "mask_rcnn/false_positive": 0.1294086513268312, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.25, "time": 0.7857983261346817, "total_loss": 1.6189474394413992} {"data_time": 0.01597206573933363, "eta_seconds": 55017.64938659873, "iteration": 199359, "loss_fcos_cls": 0.25538893666816875, "loss_fcos_ctr": 0.6200556410476565, "loss_fcos_loc": 0.20147605356760323, "loss_mask": 0.25827245227992535, "loss_maskiou": 0.0049752562190406024, "loss_sem_seg": 0.28486472135409713, "lr": 0.01, "mask_rcnn/accuracy": 0.8864087775578459, "mask_rcnn/false_negative": 0.10311167393276799, "mask_rcnn/false_positive": 0.11454017885453521, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 33.25, "time": 0.7625875137746334, "total_loss": 1.6501841626813984} {"data_time": 0.016343175433576107, "eta_seconds": 54989.727426560596, "iteration": 199379, "loss_fcos_cls": 0.2556564249098301, "loss_fcos_ctr": 0.6221952000632882, "loss_fcos_loc": 0.21082017588196322, "loss_mask": 0.27899222914129496, "loss_maskiou": 0.0054389717552112415, "loss_sem_seg": 0.28708574129268527, "lr": 0.01, "mask_rcnn/accuracy": 0.8692541011619959, "mask_rcnn/false_negative": 0.0916404912886393, "mask_rcnn/false_positive": 0.17236135496432659, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7730043707415462, "total_loss": 1.6679556240851525} {"data_time": 0.01696209330111742, "eta_seconds": 54974.154232347384, "iteration": 199399, "loss_fcos_cls": 0.25722507620230317, "loss_fcos_ctr": 0.618497593794018, "loss_fcos_loc": 0.20217982772737741, "loss_mask": 0.2615648489445448, "loss_maskiou": 0.005290740686177742, "loss_sem_seg": 0.2604915997944772, "lr": 0.01, "mask_rcnn/accuracy": 0.9045766520894072, "mask_rcnn/false_negative": 0.0942961680848329, "mask_rcnn/false_positive": 0.1008312031443172, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 23.0, "time": 0.7800386985763907, "total_loss": 1.5900612817931687} {"data_time": 0.015319561585783958, "eta_seconds": 54958.58103813417, "iteration": 199419, "loss_fcos_cls": 0.2525331359356642, "loss_fcos_ctr": 0.6235253876075149, "loss_fcos_loc": 0.20277953776530921, "loss_mask": 0.2783755320124328, "loss_maskiou": 0.005653870844980702, "loss_sem_seg": 0.2472524386830628, "lr": 0.01, "mask_rcnn/accuracy": 0.9016931339635421, "mask_rcnn/false_negative": 0.0944554690662904, "mask_rcnn/false_positive": 0.12236528028509722, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.779359482228756, "total_loss": 1.6132406569086015} {"data_time": 0.017184053547680378, "eta_seconds": 54923.78717688192, "iteration": 199439, "loss_fcos_cls": 0.2624631323851645, "loss_fcos_ctr": 0.624872780404985, "loss_fcos_loc": 0.20911487704142928, "loss_mask": 0.2747542643919587, "loss_maskiou": 0.005855534676811658, "loss_sem_seg": 0.2557190088555217, "lr": 0.01, "mask_rcnn/accuracy": 0.8688143651143045, "mask_rcnn/false_negative": 0.10252150952192524, "mask_rcnn/false_positive": 0.1668639914043043, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.25, "time": 0.7773132333531976, "total_loss": 1.6121781639376422} {"data_time": 0.016821667551994324, "eta_seconds": 54939.285496553406, "iteration": 199459, "loss_fcos_cls": 0.2759525151923299, "loss_fcos_ctr": 0.6191891888156533, "loss_fcos_loc": 0.19367574178613722, "loss_mask": 0.26906647346913815, "loss_maskiou": 0.00486455292411847, "loss_sem_seg": 0.28140589664690197, "lr": 0.01, "mask_rcnn/accuracy": 0.8690451471286189, "mask_rcnn/false_negative": 0.11347032215458933, "mask_rcnn/false_positive": 0.14951714061372606, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.5, "time": 0.7738995524123311, "total_loss": 1.641255000824458} {"data_time": 0.01645964663475752, "eta_seconds": 54911.86145549454, "iteration": 199479, "loss_fcos_cls": 0.26275704242289066, "loss_fcos_ctr": 0.6234638839960098, "loss_fcos_loc": 0.204741433262825, "loss_mask": 0.2796394885517657, "loss_maskiou": 0.0054814371396787465, "loss_sem_seg": 0.26916151982732117, "lr": 0.01, "mask_rcnn/accuracy": 0.8738278176323853, "mask_rcnn/false_negative": 0.12060554409670453, "mask_rcnn/false_positive": 0.13717807539472845, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 35.75, "time": 0.7754380758851767, "total_loss": 1.6432194299413823} {"data_time": 0.01545669510960579, "eta_seconds": 54914.66416266374, "iteration": 199499, "loss_fcos_cls": 0.25838158337865025, "loss_fcos_ctr": 0.6197744705714285, "loss_fcos_loc": 0.19546819664537907, "loss_mask": 0.26877981424331665, "loss_maskiou": 0.005238720674242359, "loss_sem_seg": 0.2672454286366701, "lr": 0.01, "mask_rcnn/accuracy": 0.8823383035384696, "mask_rcnn/false_negative": 0.09093603781313044, "mask_rcnn/false_positive": 0.13369831690424627, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.7832487560808659, "total_loss": 1.618910041404888} {"data_time": 0.01696361880749464, "eta_seconds": 54885.843300394714, "iteration": 199519, "loss_fcos_cls": 0.26493583200499415, "loss_fcos_ctr": 0.6213174965232611, "loss_fcos_loc": 0.19772822805680335, "loss_mask": 0.279619341250509, "loss_maskiou": 0.005916392037761398, "loss_sem_seg": 0.2679412083234638, "lr": 0.01, "mask_rcnn/accuracy": 0.8766175359032502, "mask_rcnn/false_negative": 0.0903612079049771, "mask_rcnn/false_positive": 0.1572636627920057, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.25, "time": 0.77514738868922, "total_loss": 1.6387300234455324} {"data_time": 0.015912112779915333, "eta_seconds": 54845.94844560418, "iteration": 199539, "loss_fcos_cls": 0.25966066180262715, "loss_fcos_ctr": 0.6186261493712664, "loss_fcos_loc": 0.19864314049482346, "loss_mask": 0.2586109843105078, "loss_maskiou": 0.0050883948570117354, "loss_sem_seg": 0.269382297527045, "lr": 0.01, "mask_rcnn/accuracy": 0.8963233861252835, "mask_rcnn/false_negative": 0.08228026504932878, "mask_rcnn/false_positive": 0.12696341699467786, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.75, "time": 0.7715355241671205, "total_loss": 1.6087504184615682} {"data_time": 0.01864800974726677, "eta_seconds": 54846.86477329768, "iteration": 199559, "loss_fcos_cls": 0.24984036083333194, "loss_fcos_ctr": 0.6202985364943743, "loss_fcos_loc": 0.19564253347925842, "loss_mask": 0.2737601511180401, "loss_maskiou": 0.005882926954654977, "loss_sem_seg": 0.30350405641365796, "lr": 0.01, "mask_rcnn/accuracy": 0.8884895412967446, "mask_rcnn/false_negative": 0.0846904910074058, "mask_rcnn/false_positive": 0.15206709204954805, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.25, "time": 0.7850152598693967, "total_loss": 1.6718696809984976} {"data_time": 0.01712215505540371, "eta_seconds": 54833.99548442848, "iteration": 199579, "loss_fcos_cls": 0.25666573503986, "loss_fcos_ctr": 0.6216157637536526, "loss_fcos_loc": 0.19393715891055763, "loss_mask": 0.2710248725488782, "loss_maskiou": 0.005390292535594199, "loss_sem_seg": 0.2957101652864367, "lr": 0.01, "mask_rcnn/accuracy": 0.8793575358284449, "mask_rcnn/false_negative": 0.08392038832015099, "mask_rcnn/false_positive": 0.15176089411415172, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.0, "time": 0.7853989535942674, "total_loss": 1.6535567168466514} {"data_time": 0.014648749493062496, "eta_seconds": 54815.71992028691, "iteration": 199599, "loss_fcos_cls": 0.2544619212858379, "loss_fcos_ctr": 0.6236723493784666, "loss_fcos_loc": 0.19995775341521949, "loss_mask": 0.275142727419734, "loss_maskiou": 0.005640095274429768, "loss_sem_seg": 0.29970161709934473, "lr": 0.01, "mask_rcnn/accuracy": 0.8623788343176098, "mask_rcnn/false_negative": 0.09447090437621539, "mask_rcnn/false_positive": 0.17421493408585434, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 33.5, "time": 0.7860286124050617, "total_loss": 1.64849077611143} {"data_time": 0.016731083393096924, "eta_seconds": 54800.14749378152, "iteration": 199619, "loss_fcos_cls": 0.25926581665407866, "loss_fcos_ctr": 0.6205448783002794, "loss_fcos_loc": 0.18305668933317065, "loss_mask": 0.27640498150140047, "loss_maskiou": 0.00583021309284959, "loss_sem_seg": 0.2935408966150135, "lr": 0.01, "mask_rcnn/accuracy": 0.8846139829558197, "mask_rcnn/false_negative": 0.09437905497310994, "mask_rcnn/false_positive": 0.13102020654874785, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 22.25, "time": 0.7701166030019522, "total_loss": 1.6536388790118508} {"data_time": 0.016732309013605118, "eta_seconds": 54751.43434161227, "iteration": 199639, "loss_fcos_cls": 0.24331198586151004, "loss_fcos_ctr": 0.6183569133281708, "loss_fcos_loc": 0.18973693111911416, "loss_mask": 0.27390688890591264, "loss_maskiou": 0.005781037223641761, "loss_sem_seg": 0.2500370563939214, "lr": 0.01, "mask_rcnn/accuracy": 0.8703065528536996, "mask_rcnn/false_negative": 0.10032070384061456, "mask_rcnn/false_positive": 0.15236772926937295, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7727215224877, "total_loss": 1.5835723537811646} {"data_time": 0.015717333182692528, "eta_seconds": 54727.336540480144, "iteration": 199659, "loss_fcos_cls": 0.24879948887974024, "loss_fcos_ctr": 0.6192801189608872, "loss_fcos_loc": 0.19225174468010664, "loss_mask": 0.2660934263840318, "loss_maskiou": 0.005182386983506149, "loss_sem_seg": 0.27670265221968293, "lr": 0.01, "mask_rcnn/accuracy": 0.8853853070731398, "mask_rcnn/false_negative": 0.07238867095364335, "mask_rcnn/false_positive": 0.136883467727059, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.25, "time": 0.7740971734747291, "total_loss": 1.6296701426435902} {"data_time": 0.01733756624162197, "eta_seconds": 54673.41796189826, "iteration": 199679, "loss_fcos_cls": 0.2539595142006874, "loss_fcos_ctr": 0.6185112278908491, "loss_fcos_loc": 0.20000939955934882, "loss_mask": 0.27395467832684517, "loss_maskiou": 0.0054382844537030905, "loss_sem_seg": 0.25940898759290576, "lr": 0.01, "mask_rcnn/accuracy": 0.8711642786813973, "mask_rcnn/false_negative": 0.10633260032814945, "mask_rcnn/false_positive": 0.13644982082223983, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.5, "time": 0.7797392792999744, "total_loss": 1.6235264135466423} {"data_time": 0.014779210090637207, "eta_seconds": 54640.69749769289, "iteration": 199699, "loss_fcos_cls": 0.247814527945593, "loss_fcos_ctr": 0.6181556498631835, "loss_fcos_loc": 0.189105189521797, "loss_mask": 0.2560614235699177, "loss_maskiou": 0.00504458459909074, "loss_sem_seg": 0.2835525148548186, "lr": 0.01, "mask_rcnn/accuracy": 0.8800322863520409, "mask_rcnn/false_negative": 0.09733419588940859, "mask_rcnn/false_positive": 0.13945214837159653, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 35.75, "time": 0.7656811717897654, "total_loss": 1.6000397263997002} {"data_time": 0.016278582625091076, "eta_seconds": 54638.7009633081, "iteration": 199719, "loss_fcos_cls": 0.24676899961195886, "loss_fcos_ctr": 0.6176823149435222, "loss_fcos_loc": 0.19345783174503595, "loss_mask": 0.2731120567768812, "loss_maskiou": 0.005026011785957962, "loss_sem_seg": 0.25322057167068124, "lr": 0.01, "mask_rcnn/accuracy": 0.8776181413093136, "mask_rcnn/false_negative": 0.08724720865764385, "mask_rcnn/false_positive": 0.13891635043958755, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 35.25, "time": 0.7766628740355372, "total_loss": 1.6021125015831785} {"data_time": 0.014583435840904713, "eta_seconds": 54579.37855196558, "iteration": 199739, "loss_fcos_cls": 0.2579416769440286, "loss_fcos_ctr": 0.6164165753871202, "loss_fcos_loc": 0.19152881245827302, "loss_mask": 0.2634790991432965, "loss_maskiou": 0.006115989901445573, "loss_sem_seg": 0.258702804800123, "lr": 0.01, "mask_rcnn/accuracy": 0.9036065854913393, "mask_rcnn/false_negative": 0.09583544411620637, "mask_rcnn/false_positive": 0.11106013815294646, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.752987758256495, "total_loss": 1.606165818462614} {"data_time": 0.015583974309265614, "eta_seconds": 54578.93322972674, "iteration": 199759, "loss_fcos_cls": 0.25590286985971034, "loss_fcos_ctr": 0.6205084836110473, "loss_fcos_loc": 0.19567233964335173, "loss_mask": 0.26099064107984304, "loss_maskiou": 0.005259687706711702, "loss_sem_seg": 0.24843626841902733, "lr": 0.01, "mask_rcnn/accuracy": 0.8685079775153305, "mask_rcnn/false_negative": 0.1184878303698453, "mask_rcnn/false_positive": 0.1360032325594296, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 28.25, "time": 0.7831945894286036, "total_loss": 1.5889734522861545} {"data_time": 0.01640138402581215, "eta_seconds": 54572.73994992301, "iteration": 199779, "loss_fcos_cls": 0.2525800714502111, "loss_fcos_ctr": 0.6177739014383405, "loss_fcos_loc": 0.19427470536902547, "loss_mask": 0.2726269690319896, "loss_maskiou": 0.005236689867160749, "loss_sem_seg": 0.2604897713754326, "lr": 0.01, "mask_rcnn/accuracy": 0.8796737066919791, "mask_rcnn/false_negative": 0.11097852955565606, "mask_rcnn/false_positive": 0.13283755691127808, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.0, "time": 0.7834375435486436, "total_loss": 1.612172070555971} {"data_time": 0.015718912705779076, "eta_seconds": 54562.97357129399, "iteration": 199799, "loss_fcos_cls": 0.24039486818946898, "loss_fcos_ctr": 0.617342185229063, "loss_fcos_loc": 0.19303402304649353, "loss_mask": 0.2664160979911685, "loss_maskiou": 0.005424504925031215, "loss_sem_seg": 0.22353063942864537, "lr": 0.01, "mask_rcnn/accuracy": 0.8850225667189953, "mask_rcnn/false_negative": 0.09037203973949456, "mask_rcnn/false_positive": 0.13941327754975427, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 32.25, "time": 0.7729788096621633, "total_loss": 1.5932759794668527} {"data_time": 0.016058734618127346, "eta_seconds": 54560.95775964949, "iteration": 199819, "loss_fcos_cls": 0.24214811529964209, "loss_fcos_ctr": 0.6180372480303049, "loss_fcos_loc": 0.1827583268750459, "loss_mask": 0.26153332740068436, "loss_maskiou": 0.0055904786349856295, "loss_sem_seg": 0.2243396663106978, "lr": 0.01, "mask_rcnn/accuracy": 0.8984745800221992, "mask_rcnn/false_negative": 0.08741463909744762, "mask_rcnn/false_positive": 0.11747613717513787, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.0, "time": 0.7869624849408865, "total_loss": 1.5494397124639363} {"data_time": 0.01681824028491974, "eta_seconds": 54571.305994408205, "iteration": 199839, "loss_fcos_cls": 0.24463455704972148, "loss_fcos_ctr": 0.6190270925872028, "loss_fcos_loc": 0.19144595717079937, "loss_mask": 0.26433323323726654, "loss_maskiou": 0.005247601176961325, "loss_sem_seg": 0.245403615757823, "lr": 0.01, "mask_rcnn/accuracy": 0.8976020358782305, "mask_rcnn/false_negative": 0.07105065684000814, "mask_rcnn/false_positive": 0.13872986580641694, "roi_head/num_bg_samples": 76.25, "roi_head/num_fg_samples": 23.0, "time": 0.7922117682173848, "total_loss": 1.5495953466233914} {"data_time": 0.015591173432767391, "eta_seconds": 54555.749971548095, "iteration": 199859, "loss_fcos_cls": 0.24677340127527714, "loss_fcos_ctr": 0.6205618511885405, "loss_fcos_loc": 0.18951425852719694, "loss_mask": 0.26196392718702555, "loss_maskiou": 0.0046042902940826025, "loss_sem_seg": 0.24759306944906712, "lr": 0.01, "mask_rcnn/accuracy": 0.8897811765551291, "mask_rcnn/false_negative": 0.08772198254936775, "mask_rcnn/false_positive": 0.13615921162355038, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.0, "time": 0.7709098123013973, "total_loss": 1.5686595308798132} {"data_time": 0.014660868793725967, "eta_seconds": 54517.9212597413, "iteration": 199879, "loss_fcos_cls": 0.24939913675189018, "loss_fcos_ctr": 0.6167435781098902, "loss_fcos_loc": 0.1914524754974991, "loss_mask": 0.2762373425066471, "loss_maskiou": 0.005729684482503217, "loss_sem_seg": 0.24055132362991571, "lr": 0.01, "mask_rcnn/accuracy": 0.8751647747452395, "mask_rcnn/false_negative": 0.10904020454195351, "mask_rcnn/false_positive": 0.12665314393143642, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.5, "time": 0.7738098539412022, "total_loss": 1.5727029670415504} {"data_time": 0.01668220292776823, "eta_seconds": 54524.637925827876, "iteration": 199899, "loss_fcos_cls": 0.23129053646698594, "loss_fcos_ctr": 0.6179647380486131, "loss_fcos_loc": 0.19098264534841292, "loss_mask": 0.26132500311359763, "loss_maskiou": 0.005399783949542325, "loss_sem_seg": 0.28612821316346526, "lr": 0.01, "mask_rcnn/accuracy": 0.8683596909043337, "mask_rcnn/false_negative": 0.11009609807570994, "mask_rcnn/false_positive": 0.16665555291039502, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7982393242418766, "total_loss": 1.6070977628187393} {"data_time": 0.01681722141802311, "eta_seconds": 54509.081902967766, "iteration": 199919, "loss_fcos_cls": 0.24451303714886308, "loss_fcos_ctr": 0.6191350813023746, "loss_fcos_loc": 0.19246732664760202, "loss_mask": 0.27093244809657335, "loss_maskiou": 0.005563817256188486, "loss_sem_seg": 0.2586081000044942, "lr": 0.01, "mask_rcnn/accuracy": 0.8754373177842565, "mask_rcnn/false_negative": 0.10557978098907853, "mask_rcnn/false_positive": 0.1230941719848144, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.75, "time": 0.7781795039772987, "total_loss": 1.5781290723170969} {"data_time": 0.015276478603482246, "eta_seconds": 54508.09770033043, "iteration": 199939, "loss_fcos_cls": 0.23171609360724688, "loss_fcos_ctr": 0.6179034989327192, "loss_fcos_loc": 0.1857949922559783, "loss_mask": 0.258352761156857, "loss_maskiou": 0.00517999219300691, "loss_sem_seg": 0.2519572409801185, "lr": 0.01, "mask_rcnn/accuracy": 0.9085304281773685, "mask_rcnn/false_negative": 0.07134040727050221, "mask_rcnn/false_positive": 0.11812557893196242, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 27.0, "time": 0.7872705459594727, "total_loss": 1.5553278137181223} {"data_time": 0.01495713647454977, "eta_seconds": 54449.181694434956, "iteration": 199959, "loss_fcos_cls": 0.23906962084583938, "loss_fcos_ctr": 0.6185437764506787, "loss_fcos_loc": 0.19325081235729158, "loss_mask": 0.27232980728149414, "loss_maskiou": 0.005908885403187014, "loss_sem_seg": 0.24015680723823607, "lr": 0.01, "mask_rcnn/accuracy": 0.899997019212289, "mask_rcnn/false_negative": 0.07776050878331452, "mask_rcnn/false_positive": 0.12361377772726177, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.5, "time": 0.7680535251274705, "total_loss": 1.582561206894752} {"data_time": 0.015910972841084003, "eta_seconds": 54433.63389194943, "iteration": 199979, "loss_fcos_cls": 0.2527531129308045, "loss_fcos_ctr": 0.6197262238711119, "loss_fcos_loc": 0.19551690923981369, "loss_mask": 0.26145762857049704, "loss_maskiou": 0.005562312624533661, "loss_sem_seg": 0.25581625872291625, "lr": 0.01, "mask_rcnn/accuracy": 0.8760118625614017, "mask_rcnn/false_negative": 0.11187695277742758, "mask_rcnn/false_positive": 0.12358606582246781, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.75, "time": 0.7885714611038566, "total_loss": 1.5876807079039281} {"data_time": 0.016053847037255764, "eta_seconds": 54461.41715249326, "iteration": 199999, "loss_fcos_cls": 0.24016798433149233, "loss_fcos_ctr": 0.622844454832375, "loss_fcos_loc": 0.19727289699949324, "loss_mask": 0.2655580462887883, "loss_maskiou": 0.005152031168108806, "loss_sem_seg": 0.26583037711679935, "lr": 0.01, "mask_rcnn/accuracy": 0.9003486946726742, "mask_rcnn/false_negative": 0.08627821486296915, "mask_rcnn/false_positive": 0.1216872537196512, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.75, "time": 0.7890561819076538, "total_loss": 1.610784328317095} {"data_time": 0.015810376033186913, "eta_seconds": 54438.537178535946, "iteration": 200019, "loss_fcos_cls": 0.24359460012055933, "loss_fcos_ctr": 0.6199615830555558, "loss_fcos_loc": 0.20192864269483835, "loss_mask": 0.2619676045142114, "loss_maskiou": 0.005635084824461956, "loss_sem_seg": 0.257969957543537, "lr": 0.01, "mask_rcnn/accuracy": 0.8734135841836734, "mask_rcnn/false_negative": 0.10447490427695383, "mask_rcnn/false_positive": 0.1420584244217683, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.75, "time": 0.7682100078091025, "total_loss": 1.6159531964876805} {"data_time": 0.015608316287398338, "eta_seconds": 54413.063869045116, "iteration": 200039, "loss_fcos_cls": 0.24798018904402852, "loss_fcos_ctr": 0.6212089331820607, "loss_fcos_loc": 0.1983752807136625, "loss_mask": 0.2772480370476842, "loss_maskiou": 0.0053215558582451195, "loss_sem_seg": 0.2673679208382964, "lr": 0.01, "mask_rcnn/accuracy": 0.9051252235808116, "mask_rcnn/false_negative": 0.08187079156860663, "mask_rcnn/false_positive": 0.14203812210229733, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.75, "time": 0.7636526729911566, "total_loss": 1.6227891765811364} {"data_time": 0.01616162247955799, "eta_seconds": 54364.107142420486, "iteration": 200059, "loss_fcos_cls": 0.2480926646385342, "loss_fcos_ctr": 0.6226646453142166, "loss_fcos_loc": 0.20156829844927415, "loss_mask": 0.26914313063025475, "loss_maskiou": 0.005639634095132351, "loss_sem_seg": 0.24837573082186282, "lr": 0.01, "mask_rcnn/accuracy": 0.8895982843686925, "mask_rcnn/false_negative": 0.09965181032648969, "mask_rcnn/false_positive": 0.12550860449866816, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 32.0, "time": 0.7669274276122451, "total_loss": 1.6103239467411186} {"data_time": 0.01632629055529833, "eta_seconds": 54343.18514733855, "iteration": 200079, "loss_fcos_cls": 0.23953509773127735, "loss_fcos_ctr": 0.6180033022537827, "loss_fcos_loc": 0.18079538235906512, "loss_mask": 0.2635086365044117, "loss_maskiou": 0.005619466028292663, "loss_sem_seg": 0.23896492179483175, "lr": 0.01, "mask_rcnn/accuracy": 0.8827626324920212, "mask_rcnn/false_negative": 0.08577429373910986, "mask_rcnn/false_positive": 0.15078850535056654, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.7778969332575798, "total_loss": 1.554777308338089} {"data_time": 0.016142355278134346, "eta_seconds": 54320.11967308726, "iteration": 200099, "loss_fcos_cls": 0.24673488351982087, "loss_fcos_ctr": 0.6183727039024234, "loss_fcos_loc": 0.1941815881873481, "loss_mask": 0.2760133231058717, "loss_maskiou": 0.005429006036138162, "loss_sem_seg": 0.26522082602605224, "lr": 0.01, "mask_rcnn/accuracy": 0.8942746924818099, "mask_rcnn/false_negative": 0.06680406416621437, "mask_rcnn/false_positive": 0.15055910880717832, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.5, "time": 0.758493360131979, "total_loss": 1.5817654311395017} {"data_time": 0.016508743166923523, "eta_seconds": 54304.577658045106, "iteration": 200119, "loss_fcos_cls": 0.25834262056741863, "loss_fcos_ctr": 0.6214951723814011, "loss_fcos_loc": 0.19984278897754848, "loss_mask": 0.2712739072740078, "loss_maskiou": 0.0053966584673617035, "loss_sem_seg": 0.2614541803486645, "lr": 0.01, "mask_rcnn/accuracy": 0.8797577355295566, "mask_rcnn/false_negative": 0.09813303212498581, "mask_rcnn/false_positive": 0.1690230319553599, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.75, "time": 0.7845897562801838, "total_loss": 1.6125860078682308} {"data_time": 0.01582598313689232, "eta_seconds": 54301.92432302423, "iteration": 200139, "loss_fcos_cls": 0.2468701764009893, "loss_fcos_ctr": 0.6195611292496324, "loss_fcos_loc": 0.1975683844066225, "loss_mask": 0.2719008936546743, "loss_maskiou": 0.005431238023447804, "loss_sem_seg": 0.23091835854575038, "lr": 0.01, "mask_rcnn/accuracy": 0.8740752551020408, "mask_rcnn/false_negative": 0.08660398847608286, "mask_rcnn/false_positive": 0.15985380364783197, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7831154381856322, "total_loss": 1.5745003002230078} {"data_time": 0.01623621117323637, "eta_seconds": 54289.24135670625, "iteration": 200159, "loss_fcos_cls": 0.24816508102230728, "loss_fcos_ctr": 0.6195869985967875, "loss_fcos_loc": 0.19731735391542315, "loss_mask": 0.2749427640810609, "loss_maskiou": 0.0056150275049731135, "loss_sem_seg": 0.25026888004504144, "lr": 0.01, "mask_rcnn/accuracy": 0.8713275681085831, "mask_rcnn/false_negative": 0.11519007440937243, "mask_rcnn/false_positive": 0.14031477123832736, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.5, "time": 0.7780358055606484, "total_loss": 1.619234215846518} {"data_time": 0.015987470746040344, "eta_seconds": 54278.85944704525, "iteration": 200179, "loss_fcos_cls": 0.23976856016088277, "loss_fcos_ctr": 0.6181938764639199, "loss_fcos_loc": 0.1826723823323846, "loss_mask": 0.26044019032269716, "loss_maskiou": 0.005200094121391885, "loss_sem_seg": 0.2583009684458375, "lr": 0.01, "mask_rcnn/accuracy": 0.9005182565450423, "mask_rcnn/false_negative": 0.08410498970431235, "mask_rcnn/false_positive": 0.1220870138268576, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.25, "time": 0.7585317892953753, "total_loss": 1.5741771436369163} {"data_time": 0.016723060980439186, "eta_seconds": 54291.23095049802, "iteration": 200199, "loss_fcos_cls": 0.2547603095881641, "loss_fcos_ctr": 0.6203642347827554, "loss_fcos_loc": 0.1972705323714763, "loss_mask": 0.2766032852232456, "loss_maskiou": 0.005937707857810892, "loss_sem_seg": 0.23682814184576273, "lr": 0.01, "mask_rcnn/accuracy": 0.8871234207968901, "mask_rcnn/false_negative": 0.11631123928257131, "mask_rcnn/false_positive": 0.11511062298559932, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.75, "time": 0.7819849504157901, "total_loss": 1.5909289579285542} {"data_time": 0.01630226243287325, "eta_seconds": 54239.74150362797, "iteration": 200219, "loss_fcos_cls": 0.25408808421343565, "loss_fcos_ctr": 0.6181431543081999, "loss_fcos_loc": 0.19307228177785873, "loss_mask": 0.2848530048504472, "loss_maskiou": 0.0057866045463015325, "loss_sem_seg": 0.2704684906639159, "lr": 0.01, "mask_rcnn/accuracy": 0.9014818695335277, "mask_rcnn/false_negative": 0.08641056719329074, "mask_rcnn/false_positive": 0.10815915983777613, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.0, "time": 0.7697006948292255, "total_loss": 1.6181053980108118} {"data_time": 0.0172454584389925, "eta_seconds": 54218.227395238355, "iteration": 200239, "loss_fcos_cls": 0.24840661964844912, "loss_fcos_ctr": 0.6222162833437324, "loss_fcos_loc": 0.19450647779740393, "loss_mask": 0.27128541842103004, "loss_maskiou": 0.005258180448436178, "loss_sem_seg": 0.28948570787906647, "lr": 0.01, "mask_rcnn/accuracy": 0.8712372091893869, "mask_rcnn/false_negative": 0.11358550100236146, "mask_rcnn/false_positive": 0.1727902413851704, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.25, "time": 0.7700945241376758, "total_loss": 1.6296819349154248} {"data_time": 0.018138336017727852, "eta_seconds": 54196.160010877065, "iteration": 200259, "loss_fcos_cls": 0.2505178328137845, "loss_fcos_ctr": 0.6207241266965866, "loss_fcos_loc": 0.18713852227665484, "loss_mask": 0.2794108297675848, "loss_maskiou": 0.005607231621979736, "loss_sem_seg": 0.2933620144613087, "lr": 0.01, "mask_rcnn/accuracy": 0.8836794483418366, "mask_rcnn/false_negative": 0.08165880647165324, "mask_rcnn/false_positive": 0.14122309692224333, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7758525470271707, "total_loss": 1.6354534357160446} {"data_time": 0.01875636912882328, "eta_seconds": 54154.27155798953, "iteration": 200279, "loss_fcos_cls": 0.24450746993534267, "loss_fcos_ctr": 0.6181171853095293, "loss_fcos_loc": 0.18788221501745284, "loss_mask": 0.2682341933250427, "loss_maskiou": 0.005373102227167692, "loss_sem_seg": 0.25538487010635436, "lr": 0.01, "mask_rcnn/accuracy": 0.8733280361324858, "mask_rcnn/false_negative": 0.11673347941928719, "mask_rcnn/false_positive": 0.14262391211186126, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 35.0, "time": 0.7675582803785801, "total_loss": 1.6075699162611272} {"data_time": 0.01665318664163351, "eta_seconds": 54157.87802291475, "iteration": 200299, "loss_fcos_cls": 0.24381656269542873, "loss_fcos_ctr": 0.619204425252974, "loss_fcos_loc": 0.18817448837216944, "loss_mask": 0.26606049574911594, "loss_maskiou": 0.005676431464962661, "loss_sem_seg": 0.24358304287306964, "lr": 0.01, "mask_rcnn/accuracy": 0.9110584225715805, "mask_rcnn/false_negative": 0.06576824467443237, "mask_rcnn/false_positive": 0.11677760444969013, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.0, "time": 0.7775503434240818, "total_loss": 1.5673188850705628} {"data_time": 0.016088977456092834, "eta_seconds": 54149.53364187386, "iteration": 200319, "loss_fcos_cls": 0.24730305862613022, "loss_fcos_ctr": 0.6164910299703479, "loss_fcos_loc": 0.1926227065268904, "loss_mask": 0.2665438512340188, "loss_maskiou": 0.005446774732263293, "loss_sem_seg": 0.2695138333365321, "lr": 0.01, "mask_rcnn/accuracy": 0.885215954732957, "mask_rcnn/false_negative": 0.08876693756723755, "mask_rcnn/false_positive": 0.15216298118102978, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7807906279340386, "total_loss": 1.6068734863001737} {"data_time": 0.014374060556292534, "eta_seconds": 54121.17262948956, "iteration": 200339, "loss_fcos_cls": 0.251319894567132, "loss_fcos_ctr": 0.6208723401650786, "loss_fcos_loc": 0.1943578546633944, "loss_mask": 0.2734196335077286, "loss_maskiou": 0.0057044856730499305, "loss_sem_seg": 0.2764133866876364, "lr": 0.01, "mask_rcnn/accuracy": 0.8885791487647691, "mask_rcnn/false_negative": 0.10040353437910299, "mask_rcnn/false_positive": 0.11710499390764467, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.75, "time": 0.7642848417162895, "total_loss": 1.626932981525897} {"data_time": 0.016548149287700653, "eta_seconds": 54128.1654189704, "iteration": 200359, "loss_fcos_cls": 0.24786954559385777, "loss_fcos_ctr": 0.6198844849132001, "loss_fcos_loc": 0.19627771223895252, "loss_mask": 0.27365970239043236, "loss_maskiou": 0.005440140845166752, "loss_sem_seg": 0.2560885879211128, "lr": 0.01, "mask_rcnn/accuracy": 0.8745329571222429, "mask_rcnn/false_negative": 0.09643092205730958, "mask_rcnn/false_positive": 0.13894082853309225, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.5, "time": 0.7819386720657349, "total_loss": 1.589167087124224} {"data_time": 0.016507670283317566, "eta_seconds": 54112.62050565239, "iteration": 200379, "loss_fcos_cls": 0.24976142146624625, "loss_fcos_ctr": 0.6204790296033025, "loss_fcos_loc": 0.19481122156139463, "loss_mask": 0.2642877418547869, "loss_maskiou": 0.005025200662203133, "loss_sem_seg": 0.2624344201758504, "lr": 0.01, "mask_rcnn/accuracy": 0.8859856414751036, "mask_rcnn/false_negative": 0.09635144237966962, "mask_rcnn/false_positive": 0.13510700245742563, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.0, "time": 0.7738894168287516, "total_loss": 1.586386285664048} {"data_time": 0.014987379312515259, "eta_seconds": 54087.36514986958, "iteration": 200399, "loss_fcos_cls": 0.2489070212468505, "loss_fcos_ctr": 0.620136889629066, "loss_fcos_loc": 0.193722766591236, "loss_mask": 0.2728132400661707, "loss_maskiou": 0.005933698630542494, "loss_sem_seg": 0.2603315021842718, "lr": 0.01, "mask_rcnn/accuracy": 0.8796253514160766, "mask_rcnn/false_negative": 0.08856872099687538, "mask_rcnn/false_positive": 0.1467872375178058, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 36.75, "time": 0.7773622134700418, "total_loss": 1.6318842350774503} {"data_time": 0.016542091965675354, "eta_seconds": 54078.331451499835, "iteration": 200419, "loss_fcos_cls": 0.24511118256486952, "loss_fcos_ctr": 0.6181728718802333, "loss_fcos_loc": 0.1865062543656677, "loss_mask": 0.26828735787421465, "loss_maskiou": 0.005599122894636821, "loss_sem_seg": 0.2680587961804122, "lr": 0.01, "mask_rcnn/accuracy": 0.8739632073890049, "mask_rcnn/false_negative": 0.08183815658964322, "mask_rcnn/false_positive": 0.1389806073954955, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.75, "time": 0.7840946977958083, "total_loss": 1.5984070564591093} {"data_time": 0.015337005257606506, "eta_seconds": 54050.355978308246, "iteration": 200439, "loss_fcos_cls": 0.24221708672121167, "loss_fcos_ctr": 0.6194370430894196, "loss_fcos_loc": 0.1942895731772296, "loss_mask": 0.2768246028572321, "loss_maskiou": 0.005471734584716614, "loss_sem_seg": 0.2638148721307516, "lr": 0.01, "mask_rcnn/accuracy": 0.8703319869614512, "mask_rcnn/false_negative": 0.10946776209751488, "mask_rcnn/false_positive": 0.15418511445526514, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 35.5, "time": 0.7763307178393006, "total_loss": 1.5901724333816674} {"data_time": 0.014726860448718071, "eta_seconds": 54043.33365948964, "iteration": 200459, "loss_fcos_cls": 0.2456916430965066, "loss_fcos_ctr": 0.6184423146769404, "loss_fcos_loc": 0.18963864678516984, "loss_mask": 0.2601489652879536, "loss_maskiou": 0.0051954016671516, "loss_sem_seg": 0.2699049392249435, "lr": 0.01, "mask_rcnn/accuracy": 0.8853289567575282, "mask_rcnn/false_negative": 0.08118818636210573, "mask_rcnn/false_positive": 0.15275678921135194, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 34.0, "time": 0.7786358222365379, "total_loss": 1.5984957574983127} {"data_time": 0.017120609991252422, "eta_seconds": 54027.790790201165, "iteration": 200479, "loss_fcos_cls": 0.2515012612566352, "loss_fcos_ctr": 0.6197844268754125, "loss_fcos_loc": 0.19199909665621817, "loss_mask": 0.265784596092999, "loss_maskiou": 0.005815524404169992, "loss_sem_seg": 0.2788741150870919, "lr": 0.01, "mask_rcnn/accuracy": 0.8701209709360103, "mask_rcnn/false_negative": 0.10271280746393896, "mask_rcnn/false_positive": 0.17367289900903063, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 40.0, "time": 0.773182169534266, "total_loss": 1.5947793649829691} {"data_time": 0.01566462777554989, "eta_seconds": 53996.86508838739, "iteration": 200499, "loss_fcos_cls": 0.2379321280750446, "loss_fcos_ctr": 0.6181121161207557, "loss_fcos_loc": 0.1874016094370745, "loss_mask": 0.266314915381372, "loss_maskiou": 0.0055480631563114, "loss_sem_seg": 0.24953834363259375, "lr": 0.01, "mask_rcnn/accuracy": 0.8810986228700032, "mask_rcnn/false_negative": 0.07485448336291485, "mask_rcnn/false_positive": 0.16040986399124751, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 25.25, "time": 0.7659953441470861, "total_loss": 1.5654683113680221} {"data_time": 0.015738030895590782, "eta_seconds": 53958.13084796537, "iteration": 200519, "loss_fcos_cls": 0.25325213687028736, "loss_fcos_ctr": 0.6205905694514513, "loss_fcos_loc": 0.19788539921864867, "loss_mask": 0.2718165321275592, "loss_maskiou": 0.005164163841982372, "loss_sem_seg": 0.2668881379067898, "lr": 0.01, "mask_rcnn/accuracy": 0.8683355391028592, "mask_rcnn/false_negative": 0.10002674472923503, "mask_rcnn/false_positive": 0.15561164516566567, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.5, "time": 0.7653469536453485, "total_loss": 1.6050560752009915} {"data_time": 0.016371029429137707, "eta_seconds": 53952.32220836636, "iteration": 200539, "loss_fcos_cls": 0.2597579234279692, "loss_fcos_ctr": 0.6188668357208371, "loss_fcos_loc": 0.19012594560626894, "loss_mask": 0.2582466574385762, "loss_maskiou": 0.00586363636830356, "loss_sem_seg": 0.24775121780112386, "lr": 0.01, "mask_rcnn/accuracy": 0.8696649200220629, "mask_rcnn/false_negative": 0.09362089455349659, "mask_rcnn/false_positive": 0.15335999277053375, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.5, "time": 0.7746568191796541, "total_loss": 1.5745106601461885} {"data_time": 0.015927514992654324, "eta_seconds": 53888.90865475964, "iteration": 200559, "loss_fcos_cls": 0.25089028337970376, "loss_fcos_ctr": 0.6226607854478061, "loss_fcos_loc": 0.20450185029767454, "loss_mask": 0.27542826859280467, "loss_maskiou": 0.005357947506126948, "loss_sem_seg": 0.2749839867465198, "lr": 0.01, "mask_rcnn/accuracy": 0.8570734374176028, "mask_rcnn/false_negative": 0.12074384736741006, "mask_rcnn/false_positive": 0.16150532832935083, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.0, "time": 0.7690201308578253, "total_loss": 1.632427147735143} {"data_time": 0.01624930649995804, "eta_seconds": 53873.3878792366, "iteration": 200579, "loss_fcos_cls": 0.2527157769072801, "loss_fcos_ctr": 0.6192092099227011, "loss_fcos_loc": 0.19570107874460518, "loss_mask": 0.2713327081874013, "loss_maskiou": 0.005173519602976739, "loss_sem_seg": 0.28529970603995025, "lr": 0.01, "mask_rcnn/accuracy": 0.8851486911026765, "mask_rcnn/false_negative": 0.08382228427793773, "mask_rcnn/false_positive": 0.13513102459375737, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.0, "time": 0.7774418415501714, "total_loss": 1.6175647195450438} {"data_time": 0.016470136120915413, "eta_seconds": 53852.5002891738, "iteration": 200599, "loss_fcos_cls": 0.24795526883099228, "loss_fcos_ctr": 0.6198696549981833, "loss_fcos_loc": 0.19802131841424853, "loss_mask": 0.26762562058866024, "loss_maskiou": 0.004961303286108887, "loss_sem_seg": 0.24889124184846878, "lr": 0.01, "mask_rcnn/accuracy": 0.8750613607433095, "mask_rcnn/false_negative": 0.10391366904158747, "mask_rcnn/false_positive": 0.12423148596875166, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 31.25, "time": 0.7707601068541408, "total_loss": 1.5898744139703922} {"data_time": 0.01761529128998518, "eta_seconds": 53842.34632819053, "iteration": 200619, "loss_fcos_cls": 0.2539418956730515, "loss_fcos_ctr": 0.6169233126565814, "loss_fcos_loc": 0.19618906686082482, "loss_mask": 0.2712552333250642, "loss_maskiou": 0.0053333885880419984, "loss_sem_seg": 0.28839762322604656, "lr": 0.01, "mask_rcnn/accuracy": 0.8776535167638484, "mask_rcnn/false_negative": 0.10966780496598033, "mask_rcnn/false_positive": 0.1196390707198309, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.25, "time": 0.7769235949963331, "total_loss": 1.632928895407531} {"data_time": 0.01663289126008749, "eta_seconds": 53854.490386057645, "iteration": 200639, "loss_fcos_cls": 0.2572570242919028, "loss_fcos_ctr": 0.6229705177247524, "loss_fcos_loc": 0.20172930043190718, "loss_mask": 0.274748083204031, "loss_maskiou": 0.006155808514449745, "loss_sem_seg": 0.266972862649709, "lr": 0.01, "mask_rcnn/accuracy": 0.8880739795918366, "mask_rcnn/false_negative": 0.0739482397886682, "mask_rcnn/false_positive": 0.16921684900505357, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.8090486731380224, "total_loss": 1.6292891029443126} {"data_time": 0.01655362918972969, "eta_seconds": 53822.21123888809, "iteration": 200659, "loss_fcos_cls": 0.24738225946202874, "loss_fcos_ctr": 0.6193737406283617, "loss_fcos_loc": 0.19352210639044642, "loss_mask": 0.2708127899095416, "loss_maskiou": 0.005812941773911007, "loss_sem_seg": 0.2749977707862854, "lr": 0.01, "mask_rcnn/accuracy": 0.9034308392644754, "mask_rcnn/false_negative": 0.08402618005243218, "mask_rcnn/false_positive": 0.1326651623628805, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7701681172475219, "total_loss": 1.6099680038460065} {"data_time": 0.015876022167503834, "eta_seconds": 53823.432880897075, "iteration": 200679, "loss_fcos_cls": 0.24199754558503628, "loss_fcos_ctr": 0.6215232447721064, "loss_fcos_loc": 0.19406744022853673, "loss_mask": 0.27478945162147284, "loss_maskiou": 0.006057615886675194, "loss_sem_seg": 0.267338699195534, "lr": 0.01, "mask_rcnn/accuracy": 0.8716770439984726, "mask_rcnn/false_negative": 0.09069388076638657, "mask_rcnn/false_positive": 0.15363191009568106, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.783317007124424, "total_loss": 1.6183870225650026} {"data_time": 0.017244240269064903, "eta_seconds": 53841.48066200968, "iteration": 200699, "loss_fcos_cls": 0.2534636426717043, "loss_fcos_ctr": 0.6205500471405685, "loss_fcos_loc": 0.1962591737974435, "loss_mask": 0.27818943094462156, "loss_maskiou": 0.005062540134531446, "loss_sem_seg": 0.2716349773108959, "lr": 0.01, "mask_rcnn/accuracy": 0.8739600818682451, "mask_rcnn/false_negative": 0.10449016845901096, "mask_rcnn/false_positive": 0.15120609714358973, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.0, "time": 0.7768154535442591, "total_loss": 1.6047645231883507} {"data_time": 0.01783379167318344, "eta_seconds": 53825.94221937191, "iteration": 200719, "loss_fcos_cls": 0.2489100353559479, "loss_fcos_ctr": 0.6208142079412937, "loss_fcos_loc": 0.19685990537982434, "loss_mask": 0.27445530612021685, "loss_maskiou": 0.005628589351545088, "loss_sem_seg": 0.27652963949367404, "lr": 0.01, "mask_rcnn/accuracy": 0.8811479591836735, "mask_rcnn/false_negative": 0.09591798212542989, "mask_rcnn/false_positive": 0.1638339270615241, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.7781545110046864, "total_loss": 1.6328235432665679} {"data_time": 0.015133353881537914, "eta_seconds": 53836.25111443363, "iteration": 200739, "loss_fcos_cls": 0.26274531963281333, "loss_fcos_ctr": 0.6195032726973295, "loss_fcos_loc": 0.19351197592914104, "loss_mask": 0.26818987913429737, "loss_maskiou": 0.005781822095741518, "loss_sem_seg": 0.2628135187551379, "lr": 0.01, "mask_rcnn/accuracy": 0.8833704529892206, "mask_rcnn/false_negative": 0.08934460838046324, "mask_rcnn/false_positive": 0.13477305266197465, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.5, "time": 0.7737090876325965, "total_loss": 1.618334684309957} {"data_time": 0.016877423971891403, "eta_seconds": 53801.70926660113, "iteration": 200759, "loss_fcos_cls": 0.23585094418376684, "loss_fcos_ctr": 0.6185797872021794, "loss_fcos_loc": 0.19032024394255131, "loss_mask": 0.26103266328573227, "loss_maskiou": 0.005564200917433482, "loss_sem_seg": 0.25811477680690587, "lr": 0.01, "mask_rcnn/accuracy": 0.8930963010204082, "mask_rcnn/false_negative": 0.0775484929318506, "mask_rcnn/false_positive": 0.1366247667390868, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.0, "time": 0.7630253126844764, "total_loss": 1.564707315461419} {"data_time": 0.016658397391438484, "eta_seconds": 53764.79955733009, "iteration": 200779, "loss_fcos_cls": 0.23664905625628307, "loss_fcos_ctr": 0.6179006905294955, "loss_fcos_loc": 0.18500176805537194, "loss_mask": 0.26407873071730137, "loss_maskiou": 0.0050274072054889984, "loss_sem_seg": 0.2697913784068078, "lr": 0.01, "mask_rcnn/accuracy": 0.8983140259528468, "mask_rcnn/false_negative": 0.08525873285464383, "mask_rcnn/false_positive": 0.13517853372411717, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.0, "time": 0.7817481001839042, "total_loss": 1.5711591312283417} {"data_time": 0.01635877974331379, "eta_seconds": 53749.26531207003, "iteration": 200799, "loss_fcos_cls": 0.23967045301105827, "loss_fcos_ctr": 0.6181661002337933, "loss_fcos_loc": 0.1860334727098234, "loss_mask": 0.26186643820255995, "loss_maskiou": 0.005333378212526441, "loss_sem_seg": 0.2717190971598029, "lr": 0.01, "mask_rcnn/accuracy": 0.8954258951031757, "mask_rcnn/false_negative": 0.07561602738590587, "mask_rcnn/false_positive": 0.12877978855472144, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 35.25, "time": 0.7740754997357726, "total_loss": 1.586910496247583} {"data_time": 0.016423472203314304, "eta_seconds": 53687.24681506958, "iteration": 200819, "loss_fcos_cls": 0.250258355634287, "loss_fcos_ctr": 0.6204977836459875, "loss_fcos_loc": 0.19646967167500407, "loss_mask": 0.2649238472804427, "loss_maskiou": 0.005802817715448327, "loss_sem_seg": 0.2792503382079303, "lr": 0.01, "mask_rcnn/accuracy": 0.8865692196324844, "mask_rcnn/false_negative": 0.0986513898784317, "mask_rcnn/false_positive": 0.144757679489452, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.75, "time": 0.7701547797769308, "total_loss": 1.609776512006647} {"data_time": 0.015116140246391296, "eta_seconds": 53664.58596225828, "iteration": 200839, "loss_fcos_cls": 0.25195810990408063, "loss_fcos_ctr": 0.6216686121188104, "loss_fcos_loc": 0.19974115386139601, "loss_mask": 0.24851165944710374, "loss_maskiou": 0.004454522691958118, "loss_sem_seg": 0.26826470624655485, "lr": 0.01, "mask_rcnn/accuracy": 0.8665675482351749, "mask_rcnn/false_negative": 0.11345865312702205, "mask_rcnn/false_positive": 0.11418583625344031, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.0, "time": 0.7713274965062737, "total_loss": 1.6053682560668676} {"data_time": 0.016796225681900978, "eta_seconds": 53656.20520143863, "iteration": 200859, "loss_fcos_cls": 0.2605880636256188, "loss_fcos_ctr": 0.6213012407533824, "loss_fcos_loc": 0.1971107197459787, "loss_mask": 0.2599128298461437, "loss_maskiou": 0.0052945777279092, "loss_sem_seg": 0.2672822232125327, "lr": 0.01, "mask_rcnn/accuracy": 0.8837358276643992, "mask_rcnn/false_negative": 0.09967614943086131, "mask_rcnn/false_positive": 0.13635875119158125, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7829734571278095, "total_loss": 1.6292885787061095} {"data_time": 0.016345160081982613, "eta_seconds": 53637.202343419194, "iteration": 200879, "loss_fcos_cls": 0.24969009985215962, "loss_fcos_ctr": 0.6204328411258757, "loss_fcos_loc": 0.19259544648230076, "loss_mask": 0.2758785393089056, "loss_maskiou": 0.005692531536624301, "loss_sem_seg": 0.2685470334254205, "lr": 0.01, "mask_rcnn/accuracy": 0.8899949358221952, "mask_rcnn/false_negative": 0.08869553285071385, "mask_rcnn/false_positive": 0.14558539897921846, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.5, "time": 0.7718946356326342, "total_loss": 1.5910189001615436} {"data_time": 0.01522458903491497, "eta_seconds": 53617.13983071223, "iteration": 200899, "loss_fcos_cls": 0.25264513143338263, "loss_fcos_ctr": 0.6167764384299517, "loss_fcos_loc": 0.1863148172851652, "loss_mask": 0.25514511205255985, "loss_maskiou": 0.005120829402585514, "loss_sem_seg": 0.2642109841108322, "lr": 0.01, "mask_rcnn/accuracy": 0.8942282592822459, "mask_rcnn/false_negative": 0.10021963094667898, "mask_rcnn/false_positive": 0.12522084078056278, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 32.75, "time": 0.7860402818769217, "total_loss": 1.5818946674553445} {"data_time": 0.01830584928393364, "eta_seconds": 53599.66306590848, "iteration": 200919, "loss_fcos_cls": 0.25699182879179716, "loss_fcos_ctr": 0.6207251120358706, "loss_fcos_loc": 0.20278851746115834, "loss_mask": 0.2686842931434512, "loss_maskiou": 0.005467510665766895, "loss_sem_seg": 0.26427981199231, "lr": 0.01, "mask_rcnn/accuracy": 0.8918506754080591, "mask_rcnn/false_negative": 0.09349139464726688, "mask_rcnn/false_positive": 0.14320188502201764, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.0, "time": 0.7733419425785542, "total_loss": 1.614644186804071} {"data_time": 0.015850460156798363, "eta_seconds": 53566.300807814114, "iteration": 200939, "loss_fcos_cls": 0.23911600350402296, "loss_fcos_ctr": 0.6188236563466489, "loss_fcos_loc": 0.19276301562786102, "loss_mask": 0.2704747039824724, "loss_maskiou": 0.004999749537091702, "loss_sem_seg": 0.25712913274765015, "lr": 0.01, "mask_rcnn/accuracy": 0.893742232469911, "mask_rcnn/false_negative": 0.0769321235684661, "mask_rcnn/false_positive": 0.15689204352758113, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.25, "time": 0.776241971179843, "total_loss": 1.6131015417704475} {"data_time": 0.01717433985322714, "eta_seconds": 53553.200315843336, "iteration": 200959, "loss_fcos_cls": 0.25487345247529447, "loss_fcos_ctr": 0.6182793285697699, "loss_fcos_loc": 0.19577972614206374, "loss_mask": 0.27146026119589806, "loss_maskiou": 0.0053978467476554215, "loss_sem_seg": 0.2649505278095603, "lr": 0.01, "mask_rcnn/accuracy": 0.8864852778460782, "mask_rcnn/false_negative": 0.0952329635792798, "mask_rcnn/false_positive": 0.13047558083358046, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.0, "time": 0.7706118235364556, "total_loss": 1.6019515478074027} {"data_time": 0.01566112320870161, "eta_seconds": 53537.68686722126, "iteration": 200979, "loss_fcos_cls": 0.2609351179562509, "loss_fcos_ctr": 0.6230772715061903, "loss_fcos_loc": 0.1971274686511606, "loss_mask": 0.2813108032569289, "loss_maskiou": 0.005967722769128159, "loss_sem_seg": 0.2629537801258266, "lr": 0.01, "mask_rcnn/accuracy": 0.8844529228945099, "mask_rcnn/false_negative": 0.09826364657469674, "mask_rcnn/false_positive": 0.136876628896757, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.781561391428113, "total_loss": 1.63955991131661} {"data_time": 0.017385981045663357, "eta_seconds": 53519.76255831774, "iteration": 200999, "loss_fcos_cls": 0.24118427583016455, "loss_fcos_ctr": 0.6216252720914781, "loss_fcos_loc": 0.19761123810894787, "loss_mask": 0.2598931025713682, "loss_maskiou": 0.005069363469374366, "loss_sem_seg": 0.22783342329785228, "lr": 0.01, "mask_rcnn/accuracy": 0.8797250414250207, "mask_rcnn/false_negative": 0.10652431336720121, "mask_rcnn/false_positive": 0.1353003669011128, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.7855938877910376, "total_loss": 1.5835441574454308} {"data_time": 0.01831211242824793, "eta_seconds": 53522.07347822748, "iteration": 201019, "loss_fcos_cls": 0.25431875186041, "loss_fcos_ctr": 0.6180237126536667, "loss_fcos_loc": 0.20330663002096117, "loss_mask": 0.2778733028098941, "loss_maskiou": 0.0056877741881180555, "loss_sem_seg": 0.2631433338392526, "lr": 0.01, "mask_rcnn/accuracy": 0.8900890282000866, "mask_rcnn/false_negative": 0.09177571716857044, "mask_rcnn/false_positive": 0.1335152716024731, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7775859525427222, "total_loss": 1.6398774575354764} {"data_time": 0.015524107962846756, "eta_seconds": 53513.043949082494, "iteration": 201039, "loss_fcos_cls": 0.24994296999648213, "loss_fcos_ctr": 0.6215001987293363, "loss_fcos_loc": 0.19055404793471098, "loss_mask": 0.2734812400303781, "loss_maskiou": 0.005387800207245164, "loss_sem_seg": 0.2929507791996002, "lr": 0.01, "mask_rcnn/accuracy": 0.8871235070732839, "mask_rcnn/false_negative": 0.08454201231337957, "mask_rcnn/false_positive": 0.14809436871991682, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.25, "time": 0.7680808249861002, "total_loss": 1.6582872780563775} {"data_time": 0.01643352024257183, "eta_seconds": 53510.41234652605, "iteration": 201059, "loss_fcos_cls": 0.24048689764458686, "loss_fcos_ctr": 0.6200385978445411, "loss_fcos_loc": 0.1966410418972373, "loss_mask": 0.2753420127555728, "loss_maskiou": 0.005661369530571392, "loss_sem_seg": 0.2666834630072117, "lr": 0.01, "mask_rcnn/accuracy": 0.8635531899675758, "mask_rcnn/false_negative": 0.11511864760200238, "mask_rcnn/false_positive": 0.16450407482689822, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 33.5, "time": 0.7736783269792795, "total_loss": 1.609914629603736} {"data_time": 0.014525598846375942, "eta_seconds": 53513.747727330774, "iteration": 201079, "loss_fcos_cls": 0.2397474804893136, "loss_fcos_ctr": 0.6200091205537319, "loss_fcos_loc": 0.1919639603001997, "loss_mask": 0.27103394642472267, "loss_maskiou": 0.0055992899578996, "loss_sem_seg": 0.2614218299277127, "lr": 0.01, "mask_rcnn/accuracy": 0.889002321698362, "mask_rcnn/false_negative": 0.10398300988149206, "mask_rcnn/false_positive": 0.13038479867632935, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.25, "time": 0.7902827486395836, "total_loss": 1.5886867123408592} {"data_time": 0.016359061934053898, "eta_seconds": 53498.218716513366, "iteration": 201099, "loss_fcos_cls": 0.24239944596774876, "loss_fcos_ctr": 0.6186705650761724, "loss_fcos_loc": 0.1930615627206862, "loss_mask": 0.2642849422991276, "loss_maskiou": 0.005211632880673278, "loss_sem_seg": 0.27248648391105235, "lr": 0.01, "mask_rcnn/accuracy": 0.8791133430265559, "mask_rcnn/false_negative": 0.09983141415053995, "mask_rcnn/false_positive": 0.12749600033840827, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7623105878010392, "total_loss": 1.60294813287328} {"data_time": 0.01731887273490429, "eta_seconds": 53494.1086747339, "iteration": 201119, "loss_fcos_cls": 0.2368476209230721, "loss_fcos_ctr": 0.6207574768923223, "loss_fcos_loc": 0.18892424181103706, "loss_mask": 0.2650880655273795, "loss_maskiou": 0.005398273322498426, "loss_sem_seg": 0.2844051662250422, "lr": 0.01, "mask_rcnn/accuracy": 0.8691669167667067, "mask_rcnn/false_negative": 0.10014397741878012, "mask_rcnn/false_positive": 0.14309520450378188, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7813496803864837, "total_loss": 1.6159457193716662} {"data_time": 0.016658343374729156, "eta_seconds": 53467.16069487855, "iteration": 201139, "loss_fcos_cls": 0.24591833275917452, "loss_fcos_ctr": 0.6214854260906577, "loss_fcos_loc": 0.20277445507235825, "loss_mask": 0.26019253535196185, "loss_maskiou": 0.004879441155935638, "loss_sem_seg": 0.2799777085892856, "lr": 0.01, "mask_rcnn/accuracy": 0.8876737123420797, "mask_rcnn/false_negative": 0.11243301279565068, "mask_rcnn/false_positive": 0.1113310959001779, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.75, "time": 0.7753170365467668, "total_loss": 1.648856437226641} {"data_time": 0.01554934959858656, "eta_seconds": 53423.3930992065, "iteration": 201159, "loss_fcos_cls": 0.2427246980369091, "loss_fcos_ctr": 0.6245117783546448, "loss_fcos_loc": 0.20607922947965562, "loss_mask": 0.27911834698170424, "loss_maskiou": 0.005597790943284053, "loss_sem_seg": 0.24920231895521283, "lr": 0.01, "mask_rcnn/accuracy": 0.8847074544103355, "mask_rcnn/false_negative": 0.08097839462669958, "mask_rcnn/false_positive": 0.14693677448745532, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.5, "time": 0.7649610843509436, "total_loss": 1.5941493349091616} {"data_time": 0.01572540309280157, "eta_seconds": 53436.10267324373, "iteration": 201179, "loss_fcos_cls": 0.2531237178482115, "loss_fcos_ctr": 0.6148769482970238, "loss_fcos_loc": 0.19137967395363376, "loss_mask": 0.26971875689923763, "loss_maskiou": 0.005469299270771444, "loss_sem_seg": 0.272506199311465, "lr": 0.01, "mask_rcnn/accuracy": 0.8663896987366375, "mask_rcnn/false_negative": 0.13526696066483235, "mask_rcnn/false_positive": 0.11967878255288066, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.0, "time": 0.7851745616644621, "total_loss": 1.6184055216726847} {"data_time": 0.01664932258427143, "eta_seconds": 53401.747579137795, "iteration": 201199, "loss_fcos_cls": 0.2429917175322771, "loss_fcos_ctr": 0.6185211315751076, "loss_fcos_loc": 0.18932976620271802, "loss_mask": 0.26216175127774477, "loss_maskiou": 0.005289665066811722, "loss_sem_seg": 0.25608249625656754, "lr": 0.01, "mask_rcnn/accuracy": 0.8585127801120448, "mask_rcnn/false_negative": 0.1035946343280178, "mask_rcnn/false_positive": 0.16695782019179334, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.75, "time": 0.7666519042104483, "total_loss": 1.5867371408457984} {"data_time": 0.016751564107835293, "eta_seconds": 53395.78299123421, "iteration": 201219, "loss_fcos_cls": 0.2550662097055465, "loss_fcos_ctr": 0.6227038763463497, "loss_fcos_loc": 0.19805872510187328, "loss_mask": 0.27159283496439457, "loss_maskiou": 0.005546920860069804, "loss_sem_seg": 0.2685449686832726, "lr": 0.01, "mask_rcnn/accuracy": 0.8929958508225986, "mask_rcnn/false_negative": 0.11392710299915412, "mask_rcnn/false_positive": 0.10863612549633234, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 31.75, "time": 0.7820900827646255, "total_loss": 1.6226420640159631} {"data_time": 0.016035077162086964, "eta_seconds": 53361.3098719446, "iteration": 201239, "loss_fcos_cls": 0.2441625811625272, "loss_fcos_ctr": 0.6167309070006013, "loss_fcos_loc": 0.18576444685459137, "loss_mask": 0.2535241818986833, "loss_maskiou": 0.004704070583102293, "loss_sem_seg": 0.2460784837603569, "lr": 0.01, "mask_rcnn/accuracy": 0.8952723450491307, "mask_rcnn/false_negative": 0.10143148456915549, "mask_rcnn/false_positive": 0.08216142205182579, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 24.5, "time": 0.7661523893475533, "total_loss": 1.5787835554001504} {"data_time": 0.01574123650789261, "eta_seconds": 53362.52614562027, "iteration": 201259, "loss_fcos_cls": 0.24552767944987863, "loss_fcos_ctr": 0.6179245235398412, "loss_fcos_loc": 0.19345489563420415, "loss_mask": 0.2747204713523388, "loss_maskiou": 0.006256287102587521, "loss_sem_seg": 0.27803452545776963, "lr": 0.01, "mask_rcnn/accuracy": 0.8804634353741496, "mask_rcnn/false_negative": 0.10290641580857925, "mask_rcnn/false_positive": 0.15115444336157252, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.75, "time": 0.7785343546420336, "total_loss": 1.6247920240857638} {"data_time": 0.017417834140360355, "eta_seconds": 53349.204038042575, "iteration": 201279, "loss_fcos_cls": 0.2567339569795877, "loss_fcos_ctr": 0.6212883074767888, "loss_fcos_loc": 0.20002265565562993, "loss_mask": 0.26947748893871903, "loss_maskiou": 0.005302661709720269, "loss_sem_seg": 0.28460825188085437, "lr": 0.01, "mask_rcnn/accuracy": 0.8905687998827319, "mask_rcnn/false_negative": 0.06782073452413986, "mask_rcnn/false_positive": 0.15567187094448967, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7612485894933343, "total_loss": 1.6474392591335345} {"data_time": 0.0155342947691679, "eta_seconds": 53331.47479277663, "iteration": 201299, "loss_fcos_cls": 0.24955231486819685, "loss_fcos_ctr": 0.6220701648853719, "loss_fcos_loc": 0.20420359913259745, "loss_mask": 0.2718416163697839, "loss_maskiou": 0.005515315799129894, "loss_sem_seg": 0.26569927064701915, "lr": 0.01, "mask_rcnn/accuracy": 0.8760974389755902, "mask_rcnn/false_negative": 0.09222072089712277, "mask_rcnn/false_positive": 0.16540317863353549, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.5, "time": 0.7747787451371551, "total_loss": 1.6326702636069967} {"data_time": 0.016144411638379097, "eta_seconds": 53299.2266446827, "iteration": 201319, "loss_fcos_cls": 0.25491739087738097, "loss_fcos_ctr": 0.6200849944725633, "loss_fcos_loc": 0.19828727655112743, "loss_mask": 0.27288256119936705, "loss_maskiou": 0.005526011671463493, "loss_sem_seg": 0.27268944471143186, "lr": 0.01, "mask_rcnn/accuracy": 0.8947789115646259, "mask_rcnn/false_negative": 0.0819107644761882, "mask_rcnn/false_positive": 0.148958802239538, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.5, "time": 0.7542101936414838, "total_loss": 1.6478199224657146} {"data_time": 0.015283582732081413, "eta_seconds": 53302.62508485094, "iteration": 201339, "loss_fcos_cls": 0.2542057828977704, "loss_fcos_ctr": 0.6188898328691721, "loss_fcos_loc": 0.19255806610453874, "loss_mask": 0.27177179977297783, "loss_maskiou": 0.005187820250284858, "loss_sem_seg": 0.2630252451635897, "lr": 0.01, "mask_rcnn/accuracy": 0.8648276557873018, "mask_rcnn/false_negative": 0.1193499459519445, "mask_rcnn/false_positive": 0.15843466027860298, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.75, "time": 0.7862105388194323, "total_loss": 1.630935545937973} {"data_time": 0.016308438032865524, "eta_seconds": 53264.72716040909, "iteration": 201359, "loss_fcos_cls": 0.24696986097842455, "loss_fcos_ctr": 0.6199152171611786, "loss_fcos_loc": 0.2017841098131612, "loss_mask": 0.26744157262146473, "loss_maskiou": 0.005030307991546579, "loss_sem_seg": 0.23585456772707403, "lr": 0.01, "mask_rcnn/accuracy": 0.9002943485086342, "mask_rcnn/false_negative": 0.06956835939588737, "mask_rcnn/false_positive": 0.13458061889718642, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 36.0, "time": 0.7717299144715071, "total_loss": 1.5721297095515183} {"data_time": 0.015290807001292706, "eta_seconds": 53262.035735352896, "iteration": 201379, "loss_fcos_cls": 0.2410517088137567, "loss_fcos_ctr": 0.6157010281458497, "loss_fcos_loc": 0.1842620741808787, "loss_mask": 0.2501430809497833, "loss_maskiou": 0.00552681563567603, "loss_sem_seg": 0.25268912222236395, "lr": 0.01, "mask_rcnn/accuracy": 0.9110459183673469, "mask_rcnn/false_negative": 0.07323430345164121, "mask_rcnn/false_positive": 0.10245920588524862, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7832925245165825, "total_loss": 1.558079132300918} {"data_time": 0.01643399428576231, "eta_seconds": 53265.28355425224, "iteration": 201399, "loss_fcos_cls": 0.24499722447944805, "loss_fcos_ctr": 0.6210349146276712, "loss_fcos_loc": 0.1975961597636342, "loss_mask": 0.26583666633814573, "loss_maskiou": 0.005131815036293119, "loss_sem_seg": 0.2457655966281891, "lr": 0.01, "mask_rcnn/accuracy": 0.8853426006063156, "mask_rcnn/false_negative": 0.07642117313022237, "mask_rcnn/false_positive": 0.14373883605841284, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7911630710586905, "total_loss": 1.5943688347178977} {"data_time": 0.015818952582776546, "eta_seconds": 53261.123779009096, "iteration": 201419, "loss_fcos_cls": 0.24490302661433816, "loss_fcos_ctr": 0.6205905005335808, "loss_fcos_loc": 0.19562037533614784, "loss_mask": 0.26462654769420624, "loss_maskiou": 0.004979283316060901, "loss_sem_seg": 0.28254993818700314, "lr": 0.01, "mask_rcnn/accuracy": 0.8765689425175842, "mask_rcnn/false_negative": 0.0953523486693748, "mask_rcnn/false_positive": 0.13210212140395902, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.0, "time": 0.792521271854639, "total_loss": 1.6170311014575418} {"data_time": 0.016977201215922832, "eta_seconds": 53249.93545958307, "iteration": 201439, "loss_fcos_cls": 0.26987937605008483, "loss_fcos_ctr": 0.6193825332447886, "loss_fcos_loc": 0.20045220118481666, "loss_mask": 0.2708612820133567, "loss_maskiou": 0.005714227838325314, "loss_sem_seg": 0.27261325204744935, "lr": 0.01, "mask_rcnn/accuracy": 0.8885545530953693, "mask_rcnn/false_negative": 0.08292972161363282, "mask_rcnn/false_positive": 0.15706214901744037, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.25, "time": 0.7776228878647089, "total_loss": 1.6689179870882072} {"data_time": 0.016870795749127865, "eta_seconds": 53261.21020267345, "iteration": 201459, "loss_fcos_cls": 0.24777405289933085, "loss_fcos_ctr": 0.6183057120069861, "loss_fcos_loc": 0.19935035845264792, "loss_mask": 0.275948716327548, "loss_maskiou": 0.005622475044219755, "loss_sem_seg": 0.24825937626883388, "lr": 0.01, "mask_rcnn/accuracy": 0.8876667309365607, "mask_rcnn/false_negative": 0.07787474518863724, "mask_rcnn/false_positive": 0.13454643247245462, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.7954951785504818, "total_loss": 1.5951175509107998} {"data_time": 0.015847654081881046, "eta_seconds": 53222.729727406986, "iteration": 201479, "loss_fcos_cls": 0.2486985707655549, "loss_fcos_ctr": 0.6158445347100496, "loss_fcos_loc": 0.18700328306294978, "loss_mask": 0.2590541713871062, "loss_maskiou": 0.005138587337569334, "loss_sem_seg": 0.25723864091560245, "lr": 0.01, "mask_rcnn/accuracy": 0.8968021363474967, "mask_rcnn/false_negative": 0.1070896690434952, "mask_rcnn/false_positive": 0.09995487653658539, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.7709523271769285, "total_loss": 1.5920489187701605} {"data_time": 0.01611664518713951, "eta_seconds": 53216.82164758537, "iteration": 201499, "loss_fcos_cls": 0.26738173654302955, "loss_fcos_ctr": 0.6192170982249081, "loss_fcos_loc": 0.1921208535786718, "loss_mask": 0.27143099810928106, "loss_maskiou": 0.005413768580183387, "loss_sem_seg": 0.2700535252224654, "lr": 0.01, "mask_rcnn/accuracy": 0.8683242065784857, "mask_rcnn/false_negative": 0.11376712952328094, "mask_rcnn/false_positive": 0.14023704425394823, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 24.25, "time": 0.7757642176002264, "total_loss": 1.6538588235271163} {"data_time": 0.01735050231218338, "eta_seconds": 53233.54871871974, "iteration": 201519, "loss_fcos_cls": 0.24089938623365015, "loss_fcos_ctr": 0.6178726386278868, "loss_fcos_loc": 0.1966713648289442, "loss_mask": 0.27911313995718956, "loss_maskiou": 0.005245520031166961, "loss_sem_seg": 0.26374785695225, "lr": 0.01, "mask_rcnn/accuracy": 0.8731302788972732, "mask_rcnn/false_negative": 0.09572087243221697, "mask_rcnn/false_positive": 0.14806148945588196, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7827602764591575, "total_loss": 1.6261190217010153} {"data_time": 0.015258789993822575, "eta_seconds": 53199.044538090006, "iteration": 201539, "loss_fcos_cls": 0.2546431701630354, "loss_fcos_ctr": 0.6231522220186889, "loss_fcos_loc": 0.195795183070004, "loss_mask": 0.26724743004888296, "loss_maskiou": 0.0051348629931453615, "loss_sem_seg": 0.28812506329268217, "lr": 0.01, "mask_rcnn/accuracy": 0.8816215189541798, "mask_rcnn/false_negative": 0.10225534191684495, "mask_rcnn/false_positive": 0.13690176865274922, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7744951527565718, "total_loss": 1.6374385289673228} {"data_time": 0.01797254290431738, "eta_seconds": 53194.19478707295, "iteration": 201559, "loss_fcos_cls": 0.2587790963007137, "loss_fcos_ctr": 0.6205592751502991, "loss_fcos_loc": 0.19911010703071952, "loss_mask": 0.2622789782471955, "loss_maskiou": 0.005405860880273394, "loss_sem_seg": 0.24141100025735795, "lr": 0.01, "mask_rcnn/accuracy": 0.8983648453328062, "mask_rcnn/false_negative": 0.09911365043548243, "mask_rcnn/false_positive": 0.10451040594328363, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 30.0, "time": 0.7727286266162992, "total_loss": 1.5880917885297094} {"data_time": 0.016975085251033306, "eta_seconds": 53178.650246581994, "iteration": 201579, "loss_fcos_cls": 0.23614333989098668, "loss_fcos_ctr": 0.6187299378216267, "loss_fcos_loc": 0.1911883483408019, "loss_mask": 0.2705303728580475, "loss_maskiou": 0.0048334180464735255, "loss_sem_seg": 0.23861450445838273, "lr": 0.01, "mask_rcnn/accuracy": 0.8746558963447131, "mask_rcnn/false_negative": 0.10757189408650984, "mask_rcnn/false_positive": 0.13506231295118598, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 37.25, "time": 0.7800806080922484, "total_loss": 1.552625856751547} {"data_time": 0.016108245588839054, "eta_seconds": 53171.36090169754, "iteration": 201599, "loss_fcos_cls": 0.25694322609342635, "loss_fcos_ctr": 0.6185751724988222, "loss_fcos_loc": 0.190101217944175, "loss_mask": 0.26009483356028795, "loss_maskiou": 0.005765954221715219, "loss_sem_seg": 0.2543499548919499, "lr": 0.01, "mask_rcnn/accuracy": 0.9047076685473205, "mask_rcnn/false_negative": 0.07660282469172837, "mask_rcnn/false_positive": 0.12076714261453479, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 25.5, "time": 0.788489636965096, "total_loss": 1.583369330590358} {"data_time": 0.016334825195372105, "eta_seconds": 53123.596459665336, "iteration": 201619, "loss_fcos_cls": 0.25123392161913216, "loss_fcos_ctr": 0.6199120786041021, "loss_fcos_loc": 0.1965039538918063, "loss_mask": 0.27302266005426645, "loss_maskiou": 0.005367487814510241, "loss_sem_seg": 0.26537177013233304, "lr": 0.01, "mask_rcnn/accuracy": 0.8878563792335807, "mask_rcnn/false_negative": 0.10573653512037726, "mask_rcnn/false_positive": 0.12856148410061013, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7641254812479019, "total_loss": 1.6074612175070797} {"data_time": 0.016492169350385666, "eta_seconds": 53078.387131623924, "iteration": 201639, "loss_fcos_cls": 0.252859212923795, "loss_fcos_ctr": 0.6197869111783803, "loss_fcos_loc": 0.19827857660129666, "loss_mask": 0.26589190401136875, "loss_maskiou": 0.005086848861537874, "loss_sem_seg": 0.26279756892472506, "lr": 0.01, "mask_rcnn/accuracy": 0.8792249724823616, "mask_rcnn/false_negative": 0.1198115408940186, "mask_rcnn/false_positive": 0.13434255216284213, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.5, "time": 0.7668791087344289, "total_loss": 1.6061910528806038} {"data_time": 0.016378127969801426, "eta_seconds": 53074.18773002084, "iteration": 201659, "loss_fcos_cls": 0.25692040869034827, "loss_fcos_ctr": 0.6194213749840856, "loss_fcos_loc": 0.19081544247455895, "loss_mask": 0.26963022723793983, "loss_maskiou": 0.005240727899945341, "loss_sem_seg": 0.25481888372451067, "lr": 0.01, "mask_rcnn/accuracy": 0.8928631506950606, "mask_rcnn/false_negative": 0.06295899661922189, "mask_rcnn/false_positive": 0.12821488111447332, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.75, "time": 0.7651065578684211, "total_loss": 1.600417914785794} {"data_time": 0.016989518888294697, "eta_seconds": 53049.9868913861, "iteration": 201679, "loss_fcos_cls": 0.2572403179947287, "loss_fcos_ctr": 0.6215260112658143, "loss_fcos_loc": 0.20201221108436584, "loss_mask": 0.270928593352437, "loss_maskiou": 0.005220017279498279, "loss_sem_seg": 0.2659855510573834, "lr": 0.01, "mask_rcnn/accuracy": 0.8693357796929706, "mask_rcnn/false_negative": 0.10156143576132176, "mask_rcnn/false_positive": 0.16828432283564398, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 37.0, "time": 0.7879444509744644, "total_loss": 1.6267481800314272} {"data_time": 0.01609195303171873, "eta_seconds": 53021.84315702878, "iteration": 201699, "loss_fcos_cls": 0.2482977497857064, "loss_fcos_ctr": 0.6225174614228308, "loss_fcos_loc": 0.1977266976609826, "loss_mask": 0.27207352593541145, "loss_maskiou": 0.005338142749678809, "loss_sem_seg": 0.2765902024693787, "lr": 0.01, "mask_rcnn/accuracy": 0.9032933889090465, "mask_rcnn/false_negative": 0.06092635754039093, "mask_rcnn/false_positive": 0.15329872826687213, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.25, "time": 0.7711034184321761, "total_loss": 1.6031964003559551} {"data_time": 0.0157909095287323, "eta_seconds": 53018.92763470579, "iteration": 201719, "loss_fcos_cls": 0.26097728009335697, "loss_fcos_ctr": 0.6223977007903159, "loss_fcos_loc": 0.19803581875748932, "loss_mask": 0.27356300223618746, "loss_maskiou": 0.005663689997163601, "loss_sem_seg": 0.2676437934860587, "lr": 0.01, "mask_rcnn/accuracy": 0.8737531070120357, "mask_rcnn/false_negative": 0.09001330949602898, "mask_rcnn/false_positive": 0.1424905016123529, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7878726366907358, "total_loss": 1.6018011563792243} {"data_time": 0.016441539861261845, "eta_seconds": 53003.398006365635, "iteration": 201739, "loss_fcos_cls": 0.25752640911377966, "loss_fcos_ctr": 0.6205428647808731, "loss_fcos_loc": 0.1931665614247322, "loss_mask": 0.2581553664058447, "loss_maskiou": 0.005866084466106258, "loss_sem_seg": 0.28628102329093963, "lr": 0.01, "mask_rcnn/accuracy": 0.8942116792369121, "mask_rcnn/false_negative": 0.08238308670431349, "mask_rcnn/false_positive": 0.12980926921517993, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 22.5, "time": 0.7636912632733583, "total_loss": 1.6405203578760847} {"data_time": 0.015096927992999554, "eta_seconds": 53001.39796236064, "iteration": 201759, "loss_fcos_cls": 0.24644767434801906, "loss_fcos_ctr": 0.6204082751646638, "loss_fcos_loc": 0.19681800983380526, "loss_mask": 0.2671958617866039, "loss_maskiou": 0.005073432446806692, "loss_sem_seg": 0.27771349204704165, "lr": 0.01, "mask_rcnn/accuracy": 0.8759016945782334, "mask_rcnn/false_negative": 0.08781802201584502, "mask_rcnn/false_positive": 0.10810043916126394, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.5, "time": 0.7774739935994148, "total_loss": 1.5982593824373907} {"data_time": 0.014736048877239227, "eta_seconds": 52985.86436878424, "iteration": 201779, "loss_fcos_cls": 0.24424293963238597, "loss_fcos_ctr": 0.619257549289614, "loss_fcos_loc": 0.1939744227565825, "loss_mask": 0.27502647414803505, "loss_maskiou": 0.005657186429743888, "loss_sem_seg": 0.2623499874025583, "lr": 0.01, "mask_rcnn/accuracy": 0.8758024879836105, "mask_rcnn/false_negative": 0.09836546066979474, "mask_rcnn/false_positive": 0.13554755690239845, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7823428232222795, "total_loss": 1.6155775616971368} {"data_time": 0.01474978681653738, "eta_seconds": 52970.33077520784, "iteration": 201799, "loss_fcos_cls": 0.249429534887895, "loss_fcos_ctr": 0.6227139621041715, "loss_fcos_loc": 0.2000520551810041, "loss_mask": 0.27117019053548574, "loss_maskiou": 0.005260270903818309, "loss_sem_seg": 0.262000716291368, "lr": 0.01, "mask_rcnn/accuracy": 0.903731880975423, "mask_rcnn/false_negative": 0.07004521951592847, "mask_rcnn/false_positive": 0.11274339143116527, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 32.25, "time": 0.7768901828676462, "total_loss": 1.58843862581125} {"data_time": 0.016814250499010086, "eta_seconds": 52954.79718163144, "iteration": 201819, "loss_fcos_cls": 0.2534322300925851, "loss_fcos_ctr": 0.6233379542827606, "loss_fcos_loc": 0.19639502780046314, "loss_mask": 0.2712950287386775, "loss_maskiou": 0.0050085463299183175, "loss_sem_seg": 0.26721498230472207, "lr": 0.01, "mask_rcnn/accuracy": 0.8677208951762523, "mask_rcnn/false_negative": 0.09262666603961617, "mask_rcnn/false_positive": 0.17389714541707874, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.0, "time": 0.7703727995976806, "total_loss": 1.6291977368091466} {"data_time": 0.014934780076146126, "eta_seconds": 52934.398236284964, "iteration": 201839, "loss_fcos_cls": 0.23034105636179447, "loss_fcos_ctr": 0.6203857725486159, "loss_fcos_loc": 0.18719895370304585, "loss_mask": 0.26895591150969267, "loss_maskiou": 0.005500642007973511, "loss_sem_seg": 0.2591197337023914, "lr": 0.01, "mask_rcnn/accuracy": 0.8823408051745288, "mask_rcnn/false_negative": 0.10165108518121733, "mask_rcnn/false_positive": 0.1455363815981745, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.75, "time": 0.7717154594138265, "total_loss": 1.5807395410520257} {"data_time": 0.015567260794341564, "eta_seconds": 52892.25016756635, "iteration": 201859, "loss_fcos_cls": 0.24446695239748806, "loss_fcos_ctr": 0.6209470424801111, "loss_fcos_loc": 0.1964350277557969, "loss_mask": 0.2686665738001466, "loss_maskiou": 0.0052418080740608275, "loss_sem_seg": 0.2575998716056347, "lr": 0.01, "mask_rcnn/accuracy": 0.8895227261577708, "mask_rcnn/false_negative": 0.10188164922640895, "mask_rcnn/false_positive": 0.12521221808289934, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.763343621045351, "total_loss": 1.6127466083307809} {"data_time": 0.016288579441607, "eta_seconds": 52894.69060798455, "iteration": 201879, "loss_fcos_cls": 0.26204406353645027, "loss_fcos_ctr": 0.6194441514089704, "loss_fcos_loc": 0.19555021985433996, "loss_mask": 0.2697096401825547, "loss_maskiou": 0.004938582424074411, "loss_sem_seg": 0.2650876803090796, "lr": 0.01, "mask_rcnn/accuracy": 0.8850627608998145, "mask_rcnn/false_negative": 0.09408230726333924, "mask_rcnn/false_positive": 0.13264207515691792, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 35.5, "time": 0.777006883174181, "total_loss": 1.6192020036760368} {"data_time": 0.01680887211114168, "eta_seconds": 52885.462851574644, "iteration": 201899, "loss_fcos_cls": 0.23653633194044232, "loss_fcos_ctr": 0.6210190318524837, "loss_fcos_loc": 0.1963743253145367, "loss_mask": 0.2779471888206899, "loss_maskiou": 0.006107103734393604, "loss_sem_seg": 0.26514516305178404, "lr": 0.01, "mask_rcnn/accuracy": 0.8776626722117418, "mask_rcnn/false_negative": 0.09976233581612226, "mask_rcnn/false_positive": 0.1524011199456794, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.5, "time": 0.779456939548254, "total_loss": 1.597626228016452} {"data_time": 0.01758112944662571, "eta_seconds": 52869.93137249164, "iteration": 201919, "loss_fcos_cls": 0.2488899475429207, "loss_fcos_ctr": 0.6209019785746932, "loss_fcos_loc": 0.1964965445222333, "loss_mask": 0.2727185348048806, "loss_maskiou": 0.006697297270875424, "loss_sem_seg": 0.28338878229260445, "lr": 0.01, "mask_rcnn/accuracy": 0.8763190517170724, "mask_rcnn/false_negative": 0.10638384236553453, "mask_rcnn/false_positive": 0.1267209857547352, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7758628241717815, "total_loss": 1.6561681624953053} {"data_time": 0.015877236612141132, "eta_seconds": 52861.59562017303, "iteration": 201939, "loss_fcos_cls": 0.25113196251913905, "loss_fcos_ctr": 0.6201145499944687, "loss_fcos_loc": 0.18585672113113105, "loss_mask": 0.2602715310640633, "loss_maskiou": 0.00562562564300606, "loss_sem_seg": 0.25843934156000614, "lr": 0.01, "mask_rcnn/accuracy": 0.8806292789551718, "mask_rcnn/false_negative": 0.11209587929434953, "mask_rcnn/false_positive": 0.13200604209641348, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7829498453065753, "total_loss": 1.5957264184853557} {"data_time": 0.015433109365403652, "eta_seconds": 52846.06202659663, "iteration": 201959, "loss_fcos_cls": 0.2451564238872379, "loss_fcos_ctr": 0.6204268038272858, "loss_fcos_loc": 0.1934599808882922, "loss_mask": 0.26516761584207416, "loss_maskiou": 0.005307289451593533, "loss_sem_seg": 0.29011180344969034, "lr": 0.01, "mask_rcnn/accuracy": 0.8889729105928086, "mask_rcnn/false_negative": 0.0925860784366617, "mask_rcnn/false_positive": 0.15998221647548103, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.0, "time": 0.775311766192317, "total_loss": 1.6026885278697591} {"data_time": 0.01652414072304964, "eta_seconds": 52834.361710832454, "iteration": 201979, "loss_fcos_cls": 0.25423529325053096, "loss_fcos_ctr": 0.6229954827576876, "loss_fcos_loc": 0.20314961718395352, "loss_mask": 0.27684116549789906, "loss_maskiou": 0.005801799385153572, "loss_sem_seg": 0.29277026653289795, "lr": 0.01, "mask_rcnn/accuracy": 0.8853567716769248, "mask_rcnn/false_negative": 0.09549094979049322, "mask_rcnn/false_positive": 0.15410180685049635, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 31.5, "time": 0.7877809023484588, "total_loss": 1.6353029721503844} {"data_time": 0.01657558884471655, "eta_seconds": 52818.82699016947, "iteration": 201999, "loss_fcos_cls": 0.25993909186217934, "loss_fcos_ctr": 0.6199749931693077, "loss_fcos_loc": 0.1931469647679478, "loss_mask": 0.26335366629064083, "loss_maskiou": 0.005682408344000578, "loss_sem_seg": 0.2540933839045465, "lr": 0.01, "mask_rcnn/accuracy": 0.8884425523456135, "mask_rcnn/false_negative": 0.09075946591663964, "mask_rcnn/false_positive": 0.09324513618984201, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 29.5, "time": 0.791239446029067, "total_loss": 1.613673597414163} {"data_time": 0.016717344522476196, "eta_seconds": 52795.81281472836, "iteration": 202019, "loss_fcos_cls": 0.2667305488139391, "loss_fcos_ctr": 0.6195987928658724, "loss_fcos_loc": 0.19954180502099916, "loss_mask": 0.2698065945878625, "loss_maskiou": 0.005285593229928054, "loss_sem_seg": 0.2785140071064234, "lr": 0.01, "mask_rcnn/accuracy": 0.8835005155908517, "mask_rcnn/false_negative": 0.09474568338211493, "mask_rcnn/false_positive": 0.12742889283823913, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7711061621084809, "total_loss": 1.6576809188190964} {"data_time": 0.01763355452567339, "eta_seconds": 52787.75754884351, "iteration": 202039, "loss_fcos_cls": 0.25254995294380933, "loss_fcos_ctr": 0.618129201233387, "loss_fcos_loc": 0.19707763439510018, "loss_mask": 0.278414168395102, "loss_maskiou": 0.005865976603672607, "loss_sem_seg": 0.23491320456378162, "lr": 0.01, "mask_rcnn/accuracy": 0.8791461678129195, "mask_rcnn/false_negative": 0.08775973726567224, "mask_rcnn/false_positive": 0.13220399012554512, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 32.25, "time": 0.7817569952458143, "total_loss": 1.5920255276869284} {"data_time": 0.01797253731638193, "eta_seconds": 52794.967718297616, "iteration": 202059, "loss_fcos_cls": 0.25953995529562235, "loss_fcos_ctr": 0.6231428431347013, "loss_fcos_loc": 0.20309262769296765, "loss_mask": 0.2833791999146342, "loss_maskiou": 0.005333127730409615, "loss_sem_seg": 0.25268115126527846, "lr": 0.01, "mask_rcnn/accuracy": 0.887932528780743, "mask_rcnn/false_negative": 0.09941881623664607, "mask_rcnn/false_positive": 0.11926053966118941, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.0, "time": 0.790440165437758, "total_loss": 1.6341265307128197} {"data_time": 0.016014126129448414, "eta_seconds": 52756.68810751755, "iteration": 202079, "loss_fcos_cls": 0.2483760747127235, "loss_fcos_ctr": 0.6205417681485415, "loss_fcos_loc": 0.18749459995888174, "loss_mask": 0.263231486082077, "loss_maskiou": 0.004982138525519986, "loss_sem_seg": 0.2781180995516479, "lr": 0.01, "mask_rcnn/accuracy": 0.8756849962207105, "mask_rcnn/false_negative": 0.09459500013877323, "mask_rcnn/false_positive": 0.1587612434886106, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.75, "time": 0.7883089650422335, "total_loss": 1.6011592153954552} {"data_time": 0.015921258367598057, "eta_seconds": 52750.6957079852, "iteration": 202099, "loss_fcos_cls": 0.2419017143547535, "loss_fcos_ctr": 0.6227585934102535, "loss_fcos_loc": 0.20153894228860736, "loss_mask": 0.2819136129692197, "loss_maskiou": 0.0064425970340380445, "loss_sem_seg": 0.2640415644273162, "lr": 0.01, "mask_rcnn/accuracy": 0.8890946343326063, "mask_rcnn/false_negative": 0.10509248547955549, "mask_rcnn/false_positive": 0.13565432708036124, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.75, "time": 0.7687627114355564, "total_loss": 1.6371867918933276} {"data_time": 0.01607500482350588, "eta_seconds": 52725.618666191585, "iteration": 202119, "loss_fcos_cls": 0.25624316569883376, "loss_fcos_ctr": 0.6210247594863176, "loss_fcos_loc": 0.20246100320946425, "loss_mask": 0.2676492277532816, "loss_maskiou": 0.00546058542386163, "loss_sem_seg": 0.2744637937285006, "lr": 0.01, "mask_rcnn/accuracy": 0.8653827395898229, "mask_rcnn/false_negative": 0.11436091030354513, "mask_rcnn/false_positive": 0.12858982425986243, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 33.25, "time": 0.7804914200678468, "total_loss": 1.635647699185938} {"data_time": 0.019316808320581913, "eta_seconds": 52755.41328988597, "iteration": 202139, "loss_fcos_cls": 0.25157931935973465, "loss_fcos_ctr": 0.6214348091743886, "loss_fcos_loc": 0.19673506956314668, "loss_mask": 0.2635304294526577, "loss_maskiou": 0.005895824164326768, "loss_sem_seg": 0.2719566668383777, "lr": 0.01, "mask_rcnn/accuracy": 0.8709382065598372, "mask_rcnn/false_negative": 0.09900498227974677, "mask_rcnn/false_positive": 0.14471970785879235, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.5, "time": 0.7966728927567601, "total_loss": 1.610831488549593} {"data_time": 0.016005403362214565, "eta_seconds": 52751.71623025648, "iteration": 202159, "loss_fcos_cls": 0.2563766826351639, "loss_fcos_ctr": 0.6198570877313614, "loss_fcos_loc": 0.19309309776872396, "loss_mask": 0.2659852830693126, "loss_maskiou": 0.005695339874364436, "loss_sem_seg": 0.27348078205250204, "lr": 0.01, "mask_rcnn/accuracy": 0.8835771553519367, "mask_rcnn/false_negative": 0.09296750668796629, "mask_rcnn/false_positive": 0.13142766813848092, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.0, "time": 0.7683651931583881, "total_loss": 1.617772152647376} {"data_time": 0.015112767927348614, "eta_seconds": 52748.61153897364, "iteration": 202179, "loss_fcos_cls": 0.25512083107605577, "loss_fcos_ctr": 0.6202664040029049, "loss_fcos_loc": 0.20319353661034256, "loss_mask": 0.26939575746655464, "loss_maskiou": 0.005139089516887907, "loss_sem_seg": 0.3008310722652823, "lr": 0.01, "mask_rcnn/accuracy": 0.8674379355400696, "mask_rcnn/false_negative": 0.09698335558131806, "mask_rcnn/false_positive": 0.15307283359014295, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 35.25, "time": 0.7940473081544042, "total_loss": 1.6272913102147868} {"data_time": 0.016901753842830658, "eta_seconds": 52746.94128736574, "iteration": 202199, "loss_fcos_cls": 0.24349626270122826, "loss_fcos_ctr": 0.6180231608450413, "loss_fcos_loc": 0.1899182360211853, "loss_mask": 0.26637292094528675, "loss_maskiou": 0.006040537453372963, "loss_sem_seg": 0.23846530728042126, "lr": 0.01, "mask_rcnn/accuracy": 0.8743781887755102, "mask_rcnn/false_negative": 0.10616076805032154, "mask_rcnn/false_positive": 0.16858487421968665, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.25, "time": 0.7799718845635653, "total_loss": 1.558623732875276} {"data_time": 0.017455311492085457, "eta_seconds": 52728.52025730908, "iteration": 202219, "loss_fcos_cls": 0.25180302979424596, "loss_fcos_ctr": 0.6206210590898991, "loss_fcos_loc": 0.20223056082613766, "loss_mask": 0.27671638410538435, "loss_maskiou": 0.005369401893403847, "loss_sem_seg": 0.2779779159463942, "lr": 0.01, "mask_rcnn/accuracy": 0.8783677916180571, "mask_rcnn/false_negative": 0.09623470540687093, "mask_rcnn/false_positive": 0.144107457087493, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.0, "time": 0.7644603699445724, "total_loss": 1.64634666746133} {"data_time": 0.01992700807750225, "eta_seconds": 52745.17484466825, "iteration": 202239, "loss_fcos_cls": 0.25850303331390023, "loss_fcos_ctr": 0.6175495712086558, "loss_fcos_loc": 0.189703926211223, "loss_mask": 0.28306855261325836, "loss_maskiou": 0.00615101154835429, "loss_sem_seg": 0.299764116294682, "lr": 0.01, "mask_rcnn/accuracy": 0.8783780757286193, "mask_rcnn/false_negative": 0.09306189481854513, "mask_rcnn/false_positive": 0.15542636400755372, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 31.0, "time": 0.7897398052737117, "total_loss": 1.646311799158866} {"data_time": 0.015734237618744373, "eta_seconds": 52735.018528524786, "iteration": 202259, "loss_fcos_cls": 0.2521740533411503, "loss_fcos_ctr": 0.6164203630760312, "loss_fcos_loc": 0.19249104522168636, "loss_mask": 0.264111390337348, "loss_maskiou": 0.00555389653891325, "loss_sem_seg": 0.26564686466008425, "lr": 0.01, "mask_rcnn/accuracy": 0.8803231672133138, "mask_rcnn/false_negative": 0.11547472161675937, "mask_rcnn/false_positive": 0.11643948336494121, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.0, "time": 0.7874276461079717, "total_loss": 1.6002839735083398} {"data_time": 0.015331245958805084, "eta_seconds": 52727.11206990667, "iteration": 202279, "loss_fcos_cls": 0.25312751764431596, "loss_fcos_ctr": 0.6171996220946312, "loss_fcos_loc": 0.19036640133708715, "loss_mask": 0.27190628554672003, "loss_maskiou": 0.005614638677798212, "loss_sem_seg": 0.2914241845719516, "lr": 0.01, "mask_rcnn/accuracy": 0.8820841658341658, "mask_rcnn/false_negative": 0.09438799353192476, "mask_rcnn/false_positive": 0.15176442202218343, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.5, "time": 0.779265820980072, "total_loss": 1.6545689430640778} {"data_time": 0.015587753616273403, "eta_seconds": 52732.80418735184, "iteration": 202299, "loss_fcos_cls": 0.2587886583060026, "loss_fcos_ctr": 0.6228534807451069, "loss_fcos_loc": 0.20293194486293942, "loss_mask": 0.26886259485036135, "loss_maskiou": 0.005242872233793605, "loss_sem_seg": 0.2938346080482006, "lr": 0.01, "mask_rcnn/accuracy": 0.8731436771137027, "mask_rcnn/false_negative": 0.09216539382233421, "mask_rcnn/false_positive": 0.15277438664359247, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.0, "time": 0.7781156422570348, "total_loss": 1.6585608224304451} {"data_time": 0.015109054744243622, "eta_seconds": 52704.98745813966, "iteration": 202319, "loss_fcos_cls": 0.24425531667657197, "loss_fcos_ctr": 0.6188692338764668, "loss_fcos_loc": 0.194157202844508, "loss_mask": 0.2665665037930012, "loss_maskiou": 0.00528960615338292, "loss_sem_seg": 0.27921320335008204, "lr": 0.01, "mask_rcnn/accuracy": 0.888068025940772, "mask_rcnn/false_negative": 0.08265166075728034, "mask_rcnn/false_positive": 0.15598428325825092, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.776458939537406, "total_loss": 1.6110061905164912} {"data_time": 0.017102801240980625, "eta_seconds": 52680.39647615887, "iteration": 202339, "loss_fcos_cls": 0.2591937759425491, "loss_fcos_ctr": 0.6183711206540465, "loss_fcos_loc": 0.19330186638399027, "loss_mask": 0.2717420123517513, "loss_maskiou": 0.005920255527598783, "loss_sem_seg": 0.2702866396866739, "lr": 0.01, "mask_rcnn/accuracy": 0.8804153630093152, "mask_rcnn/false_negative": 0.0978915970138743, "mask_rcnn/false_positive": 0.14186522948967348, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.0, "time": 0.7870510406792164, "total_loss": 1.6332781879318645} {"data_time": 0.01717648096382618, "eta_seconds": 52686.069748403504, "iteration": 202359, "loss_fcos_cls": 0.25604455755092204, "loss_fcos_ctr": 0.6219422854483128, "loss_fcos_loc": 0.19238600798416883, "loss_mask": 0.2652586866170168, "loss_maskiou": 0.005567475047428161, "loss_sem_seg": 0.27948600333184004, "lr": 0.01, "mask_rcnn/accuracy": 0.8766009686173126, "mask_rcnn/false_negative": 0.0916394689522979, "mask_rcnn/false_positive": 0.14812603607409258, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.5, "time": 0.7811425160616636, "total_loss": 1.6345219254144467} {"data_time": 0.016400394961237907, "eta_seconds": 52653.49915771, "iteration": 202379, "loss_fcos_cls": 0.2556123973336071, "loss_fcos_ctr": 0.6199407745152712, "loss_fcos_loc": 0.18901592458132654, "loss_mask": 0.26267552142962813, "loss_maskiou": 0.006352565840643365, "loss_sem_seg": 0.2670670913066715, "lr": 0.01, "mask_rcnn/accuracy": 0.8668658114343789, "mask_rcnn/false_negative": 0.11297111830436835, "mask_rcnn/false_positive": 0.17753476319712735, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7755461195483804, "total_loss": 1.6229152462037746} {"data_time": 0.01622804719954729, "eta_seconds": 52622.029182914644, "iteration": 202399, "loss_fcos_cls": 0.2634676607558504, "loss_fcos_ctr": 0.6191357308998704, "loss_fcos_loc": 0.19472326169488952, "loss_mask": 0.26879532262682915, "loss_maskiou": 0.005710716417524964, "loss_sem_seg": 0.2838102742098272, "lr": 0.01, "mask_rcnn/accuracy": 0.8959242480776094, "mask_rcnn/false_negative": 0.0843568595812459, "mask_rcnn/false_positive": 0.1278712656031734, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.5, "time": 0.769668004475534, "total_loss": 1.6383326623545145} {"data_time": 0.016704870387911797, "eta_seconds": 52575.78854502831, "iteration": 202419, "loss_fcos_cls": 0.26161081064492464, "loss_fcos_ctr": 0.6192721612751484, "loss_fcos_loc": 0.19391113612800837, "loss_mask": 0.26912502106279135, "loss_maskiou": 0.005167364055523649, "loss_sem_seg": 0.3037494160234928, "lr": 0.01, "mask_rcnn/accuracy": 0.8855842614504661, "mask_rcnn/false_negative": 0.09773582254523286, "mask_rcnn/false_positive": 0.14480479230588983, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.0, "time": 0.7595907682552934, "total_loss": 1.642139415445854} {"data_time": 0.0165525134652853, "eta_seconds": 52557.376803293824, "iteration": 202439, "loss_fcos_cls": 0.2680809497833252, "loss_fcos_ctr": 0.6193560333922505, "loss_fcos_loc": 0.19666459038853645, "loss_mask": 0.2721703927963972, "loss_maskiou": 0.005382721312344074, "loss_sem_seg": 0.282515081577003, "lr": 0.01, "mask_rcnn/accuracy": 0.891374362244898, "mask_rcnn/false_negative": 0.09907706048383472, "mask_rcnn/false_positive": 0.1231961116183774, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.7732294509187341, "total_loss": 1.6304345332391676} {"data_time": 0.0171635365113616, "eta_seconds": 52537.680395078845, "iteration": 202459, "loss_fcos_cls": 0.2534861876629293, "loss_fcos_ctr": 0.6196417221799493, "loss_fcos_loc": 0.19845880381762981, "loss_mask": 0.27166744507849216, "loss_maskiou": 0.005380362184951082, "loss_sem_seg": 0.2881166343577206, "lr": 0.01, "mask_rcnn/accuracy": 0.883952576549664, "mask_rcnn/false_negative": 0.10658501302334783, "mask_rcnn/false_positive": 0.1433754466292677, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7936529498547316, "total_loss": 1.6509946653750376} {"data_time": 0.01548758428543806, "eta_seconds": 52527.975093928166, "iteration": 202479, "loss_fcos_cls": 0.25469176564365625, "loss_fcos_ctr": 0.6186265824362636, "loss_fcos_loc": 0.19469139183638617, "loss_mask": 0.283811223693192, "loss_maskiou": 0.0061107149958843365, "loss_sem_seg": 0.2838542591780424, "lr": 0.01, "mask_rcnn/accuracy": 0.8816662262156448, "mask_rcnn/false_negative": 0.10344715190082848, "mask_rcnn/false_positive": 0.11042997857434811, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 31.0, "time": 0.7715555597096682, "total_loss": 1.6584249965526396} {"data_time": 0.016044260002672672, "eta_seconds": 52510.70131583512, "iteration": 202499, "loss_fcos_cls": 0.2561992157716304, "loss_fcos_ctr": 0.6193590825423598, "loss_fcos_loc": 0.19658331433311105, "loss_mask": 0.27562183421105146, "loss_maskiou": 0.005930321829509921, "loss_sem_seg": 0.31184934498742223, "lr": 0.01, "mask_rcnn/accuracy": 0.8746225816454402, "mask_rcnn/false_negative": 0.10312156043305257, "mask_rcnn/false_positive": 0.14365150934838367, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.25, "time": 0.7715384364128113, "total_loss": 1.682936786506616} {"data_time": 0.01489692460745573, "eta_seconds": 52495.14282001555, "iteration": 202519, "loss_fcos_cls": 0.2597696641460061, "loss_fcos_ctr": 0.618675734847784, "loss_fcos_loc": 0.19524999149143696, "loss_mask": 0.2541460953652859, "loss_maskiou": 0.004968635905242991, "loss_sem_seg": 0.2919568093493581, "lr": 0.01, "mask_rcnn/accuracy": 0.8827118992758394, "mask_rcnn/false_negative": 0.10560884696281828, "mask_rcnn/false_positive": 0.148531545796996, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.0, "time": 0.7961184559389949, "total_loss": 1.6189258611993864} {"data_time": 0.016184966079890728, "eta_seconds": 52482.43250375334, "iteration": 202539, "loss_fcos_cls": 0.2575943990377709, "loss_fcos_ctr": 0.6206664242781699, "loss_fcos_loc": 0.19819068629294634, "loss_mask": 0.27918718196451664, "loss_maskiou": 0.006046206864994019, "loss_sem_seg": 0.2602621717378497, "lr": 0.01, "mask_rcnn/accuracy": 0.8685693027210883, "mask_rcnn/false_negative": 0.1238367870481038, "mask_rcnn/false_positive": 0.15414631152380776, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 23.75, "time": 0.777049345895648, "total_loss": 1.5992712578554347} {"data_time": 0.01642550155520439, "eta_seconds": 52473.438119887374, "iteration": 202559, "loss_fcos_cls": 0.2635763417929411, "loss_fcos_ctr": 0.6203454583883286, "loss_fcos_loc": 0.19589062093291432, "loss_mask": 0.27643326483666897, "loss_maskiou": 0.005652622030538623, "loss_sem_seg": 0.25930091831833124, "lr": 0.01, "mask_rcnn/accuracy": 0.8770536108831514, "mask_rcnn/false_negative": 0.100424153137576, "mask_rcnn/false_positive": 0.14134530118408134, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7749868500977755, "total_loss": 1.641449050643132} {"data_time": 0.015872342512011528, "eta_seconds": 52448.467332556844, "iteration": 202579, "loss_fcos_cls": 0.2538019632920623, "loss_fcos_ctr": 0.6210531992837787, "loss_fcos_loc": 0.20027808286249638, "loss_mask": 0.275739474222064, "loss_maskiou": 0.005685878015356138, "loss_sem_seg": 0.2607550388202071, "lr": 0.01, "mask_rcnn/accuracy": 0.8828968925932442, "mask_rcnn/false_negative": 0.11067284638245214, "mask_rcnn/false_positive": 0.13104250694558456, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.75, "time": 0.7691180491819978, "total_loss": 1.6297896677351673} {"data_time": 0.018215106800198555, "eta_seconds": 52442.07468927093, "iteration": 202599, "loss_fcos_cls": 0.24061489198356867, "loss_fcos_ctr": 0.6207866752520204, "loss_fcos_loc": 0.19453007844276726, "loss_mask": 0.26265021320432425, "loss_maskiou": 0.004738014220492914, "loss_sem_seg": 0.26984651456587017, "lr": 0.01, "mask_rcnn/accuracy": 0.8885841836734694, "mask_rcnn/false_negative": 0.09982373103912667, "mask_rcnn/false_positive": 0.1292082272140163, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.7899769665673375, "total_loss": 1.6139103056266322} {"data_time": 0.015873856842517853, "eta_seconds": 52426.513473654166, "iteration": 202619, "loss_fcos_cls": 0.25357991305645555, "loss_fcos_ctr": 0.6203341884538531, "loss_fcos_loc": 0.18982908013276756, "loss_mask": 0.26803341321647167, "loss_maskiou": 0.006003191898344085, "loss_sem_seg": 0.2668480188585818, "lr": 0.01, "mask_rcnn/accuracy": 0.881696047822114, "mask_rcnn/false_negative": 0.08827302056395903, "mask_rcnn/false_positive": 0.14368885284316235, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 37.75, "time": 0.7617703769356012, "total_loss": 1.627805094831274} {"data_time": 0.01621584501117468, "eta_seconds": 52437.49128259439, "iteration": 202639, "loss_fcos_cls": 0.25801042234525084, "loss_fcos_ctr": 0.6191312903538346, "loss_fcos_loc": 0.19525615824386477, "loss_mask": 0.2609066143631935, "loss_maskiou": 0.005422887435997836, "loss_sem_seg": 0.3090303298085928, "lr": 0.01, "mask_rcnn/accuracy": 0.9004273725255868, "mask_rcnn/false_negative": 0.09054681789800198, "mask_rcnn/false_positive": 0.11262813851578729, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.5, "time": 0.7839595694094896, "total_loss": 1.6585851904237643} {"data_time": 0.01639726758003235, "eta_seconds": 52464.61322568264, "iteration": 202659, "loss_fcos_cls": 0.2631006627343595, "loss_fcos_ctr": 0.6215177457779646, "loss_fcos_loc": 0.20264228101586923, "loss_mask": 0.2764751212671399, "loss_maskiou": 0.005510401650099084, "loss_sem_seg": 0.31651984294876456, "lr": 0.01, "mask_rcnn/accuracy": 0.8836380482425529, "mask_rcnn/false_negative": 0.08470858091304373, "mask_rcnn/false_positive": 0.16136368936919387, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.75, "time": 0.7946459697559476, "total_loss": 1.6751549631735543} {"data_time": 0.017209301702678204, "eta_seconds": 52449.031451362185, "iteration": 202679, "loss_fcos_cls": 0.24727961188182235, "loss_fcos_ctr": 0.6212982428260148, "loss_fcos_loc": 0.19521685084328055, "loss_mask": 0.26259268820285797, "loss_maskiou": 0.006186296297528315, "loss_sem_seg": 0.28881259611807764, "lr": 0.01, "mask_rcnn/accuracy": 0.8784890940503185, "mask_rcnn/false_negative": 0.0959250888236765, "mask_rcnn/false_positive": 0.1687388274480674, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 34.75, "time": 0.7845683060586452, "total_loss": 1.6354950473905774} {"data_time": 0.015167764388024807, "eta_seconds": 52455.57947988156, "iteration": 202699, "loss_fcos_cls": 0.24909729976207018, "loss_fcos_ctr": 0.615892956033349, "loss_fcos_loc": 0.1876078201457858, "loss_mask": 0.2811689870432019, "loss_maskiou": 0.006085058688768186, "loss_sem_seg": 0.2909085163846612, "lr": 0.01, "mask_rcnn/accuracy": 0.8690186186414864, "mask_rcnn/false_negative": 0.09548042683219687, "mask_rcnn/false_positive": 0.1725400418828696, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.25, "time": 0.768225247040391, "total_loss": 1.6467588960222201} {"data_time": 0.01650157757103443, "eta_seconds": 52439.991129194386, "iteration": 202719, "loss_fcos_cls": 0.27657045098021626, "loss_fcos_ctr": 0.622796974144876, "loss_fcos_loc": 0.21247250121086836, "loss_mask": 0.28397900983691216, "loss_maskiou": 0.0063907683215802535, "loss_sem_seg": 0.2835414712317288, "lr": 0.01, "mask_rcnn/accuracy": 0.8673671849692257, "mask_rcnn/false_negative": 0.11459816520740448, "mask_rcnn/false_positive": 0.15945649987610044, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.793429983779788, "total_loss": 1.689062083591125} {"data_time": 0.015947284176945686, "eta_seconds": 52444.19542200025, "iteration": 202739, "loss_fcos_cls": 0.2509194170124829, "loss_fcos_ctr": 0.6194684039801359, "loss_fcos_loc": 0.19096351973712444, "loss_mask": 0.2652676170691848, "loss_maskiou": 0.005592456262093037, "loss_sem_seg": 0.24494856502860785, "lr": 0.01, "mask_rcnn/accuracy": 0.8845967318378964, "mask_rcnn/false_negative": 0.07932355681815725, "mask_rcnn/false_positive": 0.14045641692483785, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.5, "time": 0.7777806427329779, "total_loss": 1.5778989781392738} {"data_time": 0.01596408523619175, "eta_seconds": 52441.74620490335, "iteration": 202759, "loss_fcos_cls": 0.259929753607139, "loss_fcos_ctr": 0.6198331816121936, "loss_fcos_loc": 0.19116761989425868, "loss_mask": 0.2693514274433255, "loss_maskiou": 0.00564864508487517, "loss_sem_seg": 0.27434276742860675, "lr": 0.01, "mask_rcnn/accuracy": 0.8861582613814757, "mask_rcnn/false_negative": 0.10526796390904569, "mask_rcnn/false_positive": 0.12465863950701164, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 25.0, "time": 0.7898594094440341, "total_loss": 1.6394380731080673} {"data_time": 0.016252449713647366, "eta_seconds": 52421.71604071185, "iteration": 202779, "loss_fcos_cls": 0.24985660146921873, "loss_fcos_ctr": 0.6198045741766691, "loss_fcos_loc": 0.1986458757892251, "loss_mask": 0.26857338938862085, "loss_maskiou": 0.005775090758106671, "loss_sem_seg": 0.2794245779514313, "lr": 0.01, "mask_rcnn/accuracy": 0.8875252687281809, "mask_rcnn/false_negative": 0.11109751914424879, "mask_rcnn/false_positive": 0.12408180776930461, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.75, "time": 0.7741409111768007, "total_loss": 1.625332208306645} {"data_time": 0.015912147238850594, "eta_seconds": 52355.540805439465, "iteration": 202799, "loss_fcos_cls": 0.24639295181259513, "loss_fcos_ctr": 0.6206999281421304, "loss_fcos_loc": 0.20122491708025336, "loss_mask": 0.26930062286555767, "loss_maskiou": 0.0050546817656140774, "loss_sem_seg": 0.2674941581208259, "lr": 0.01, "mask_rcnn/accuracy": 0.9000684168546125, "mask_rcnn/false_negative": 0.09568262918706506, "mask_rcnn/false_positive": 0.12332437036279104, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.25, "time": 0.7674462422728539, "total_loss": 1.615287325119425} {"data_time": 0.01608908921480179, "eta_seconds": 52339.95903111901, "iteration": 202819, "loss_fcos_cls": 0.26262730709277093, "loss_fcos_ctr": 0.6222436148673296, "loss_fcos_loc": 0.19975703954696655, "loss_mask": 0.26590112503618, "loss_maskiou": 0.004980555197107606, "loss_sem_seg": 0.27376781578641385, "lr": 0.01, "mask_rcnn/accuracy": 0.8831932420277822, "mask_rcnn/false_negative": 0.10484963966822008, "mask_rcnn/false_positive": 0.13816873030518081, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7751942090690136, "total_loss": 1.6750578529026825} {"data_time": 0.015333171002566814, "eta_seconds": 52379.35362156294, "iteration": 202839, "loss_fcos_cls": 0.26805713190697134, "loss_fcos_ctr": 0.6204933156259358, "loss_fcos_loc": 0.2015108250780031, "loss_mask": 0.27127556689083576, "loss_maskiou": 0.005441624962259084, "loss_sem_seg": 0.25788947218097746, "lr": 0.01, "mask_rcnn/accuracy": 0.8784584462154135, "mask_rcnn/false_negative": 0.09959237977254587, "mask_rcnn/false_positive": 0.1543923415333488, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7789552072063088, "total_loss": 1.6150304476177553} {"data_time": 0.01594152580946684, "eta_seconds": 52380.856473355554, "iteration": 202859, "loss_fcos_cls": 0.25676805153489113, "loss_fcos_ctr": 0.6192485094070435, "loss_fcos_loc": 0.1894120522774756, "loss_mask": 0.26353069860488176, "loss_maskiou": 0.005304711768985726, "loss_sem_seg": 0.2724812279921025, "lr": 0.01, "mask_rcnn/accuracy": 0.8895891598246344, "mask_rcnn/false_negative": 0.08920315984941665, "mask_rcnn/false_positive": 0.14459304693496106, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.5, "time": 0.7816890683025122, "total_loss": 1.6153706326149404} {"data_time": 0.016421334818005562, "eta_seconds": 52365.253233465366, "iteration": 202879, "loss_fcos_cls": 0.2357329010264948, "loss_fcos_ctr": 0.6221205303445458, "loss_fcos_loc": 0.19881867174990475, "loss_mask": 0.27243443205952644, "loss_maskiou": 0.0056064241216517985, "loss_sem_seg": 0.2596054554451257, "lr": 0.01, "mask_rcnn/accuracy": 0.8791121675943104, "mask_rcnn/false_negative": 0.09725624236927292, "mask_rcnn/false_positive": 0.13071629866931625, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7753965584561229, "total_loss": 1.6076213459891733} {"data_time": 0.01506011001765728, "eta_seconds": 52332.55918405764, "iteration": 202899, "loss_fcos_cls": 0.24840550252702087, "loss_fcos_ctr": 0.6177443596534431, "loss_fcos_loc": 0.19113978720270097, "loss_mask": 0.2666416550055146, "loss_maskiou": 0.005465843663841952, "loss_sem_seg": 0.2998561055865139, "lr": 0.01, "mask_rcnn/accuracy": 0.8667713377723971, "mask_rcnn/false_negative": 0.09131830125984242, "mask_rcnn/false_positive": 0.1690997592679353, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7678867001086473, "total_loss": 1.6437716525470023} {"data_time": 0.01632815133780241, "eta_seconds": 52316.96103822254, "iteration": 202919, "loss_fcos_cls": 0.2645011614076793, "loss_fcos_ctr": 0.6215112237259746, "loss_fcos_loc": 0.1995757179101929, "loss_mask": 0.2696040701121092, "loss_maskiou": 0.00466377564589493, "loss_sem_seg": 0.32383225532248616, "lr": 0.01, "mask_rcnn/accuracy": 0.8756795390570021, "mask_rcnn/false_negative": 0.09223275528225643, "mask_rcnn/false_positive": 0.1484943714593428, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7776083163917065, "total_loss": 1.6532192832892179} {"data_time": 0.016100427135825157, "eta_seconds": 52259.966126342304, "iteration": 202939, "loss_fcos_cls": 0.24798059952445328, "loss_fcos_ctr": 0.6201552199199796, "loss_fcos_loc": 0.1946815160335973, "loss_mask": 0.26639363542199135, "loss_maskiou": 0.005497696125530638, "loss_sem_seg": 0.2870836399961263, "lr": 0.01, "mask_rcnn/accuracy": 0.8669889972461113, "mask_rcnn/false_negative": 0.10618045386855145, "mask_rcnn/false_positive": 0.138183659533681, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.5, "time": 0.7732144873589277, "total_loss": 1.613458124018507} {"data_time": 0.016991973854601383, "eta_seconds": 52285.76474655233, "iteration": 202959, "loss_fcos_cls": 0.2621130768675357, "loss_fcos_ctr": 0.6211755787953734, "loss_fcos_loc": 0.20374619564972818, "loss_mask": 0.27987174782902, "loss_maskiou": 0.005517548896023072, "loss_sem_seg": 0.2873042677529156, "lr": 0.01, "mask_rcnn/accuracy": 0.8825625486129116, "mask_rcnn/false_negative": 0.08582144819154323, "mask_rcnn/false_positive": 0.16752864375001025, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7752107549458742, "total_loss": 1.65027664299123} {"data_time": 0.016214611940085888, "eta_seconds": 52179.92921371665, "iteration": 202979, "loss_fcos_cls": 0.25699209747835994, "loss_fcos_ctr": 0.6183136221952736, "loss_fcos_loc": 0.1918772691860795, "loss_mask": 0.2610353836789727, "loss_maskiou": 0.005775285571871791, "loss_sem_seg": 0.26438135746866465, "lr": 0.01, "mask_rcnn/accuracy": 0.8796658749706779, "mask_rcnn/false_negative": 0.07658923784165447, "mask_rcnn/false_positive": 0.12675435900817955, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.0, "time": 0.7723278673365712, "total_loss": 1.6158820989730884} {"data_time": 0.018963663838803768, "eta_seconds": 52155.710167995654, "iteration": 202999, "loss_fcos_cls": 0.2603103881701827, "loss_fcos_ctr": 0.622169338632375, "loss_fcos_loc": 0.20062935922760516, "loss_mask": 0.2749944385141134, "loss_maskiou": 0.005695362373444368, "loss_sem_seg": 0.27627143333666027, "lr": 0.01, "mask_rcnn/accuracy": 0.8961775186264982, "mask_rcnn/false_negative": 0.09639236179913681, "mask_rcnn/false_positive": 0.13405420982263, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7786501199007034, "total_loss": 1.630948195075689} {"data_time": 0.017049471847712994, "eta_seconds": 52144.14738464635, "iteration": 203019, "loss_fcos_cls": 0.2721029161475599, "loss_fcos_ctr": 0.6189280468970537, "loss_fcos_loc": 0.19793547922745347, "loss_mask": 0.26231568213552237, "loss_maskiou": 0.005786223766335752, "loss_sem_seg": 0.2712847972288728, "lr": 0.01, "mask_rcnn/accuracy": 0.8842812712169017, "mask_rcnn/false_negative": 0.07920547615087764, "mask_rcnn/false_positive": 0.12639909648977604, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7694143960252404, "total_loss": 1.6361803748004604} {"data_time": 0.01762988045811653, "eta_seconds": 52126.84244617075, "iteration": 203039, "loss_fcos_cls": 0.2615255799610168, "loss_fcos_ctr": 0.6177610885351896, "loss_fcos_loc": 0.19163788709556684, "loss_mask": 0.2621608041226864, "loss_maskiou": 0.005177653678401839, "loss_sem_seg": 0.26031016535125673, "lr": 0.01, "mask_rcnn/accuracy": 0.8741284613050553, "mask_rcnn/false_negative": 0.08573559439260214, "mask_rcnn/false_positive": 0.165411887786994, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.779038067907095, "total_loss": 1.5901544828157057} {"data_time": 0.015324046835303307, "eta_seconds": 52105.33396276366, "iteration": 203059, "loss_fcos_cls": 0.2611764846369624, "loss_fcos_ctr": 0.6245260518044233, "loss_fcos_loc": 0.20455273240804672, "loss_mask": 0.2725707860663533, "loss_maskiou": 0.005850263572938275, "loss_sem_seg": 0.26890757330693305, "lr": 0.01, "mask_rcnn/accuracy": 0.8553720514179698, "mask_rcnn/false_negative": 0.12628038207475134, "mask_rcnn/false_positive": 0.18565173327149703, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7684929501265287, "total_loss": 1.6334467696287902} {"data_time": 0.016989667899906635, "eta_seconds": 52057.10504915379, "iteration": 203079, "loss_fcos_cls": 0.24919002852402627, "loss_fcos_ctr": 0.6180092860013247, "loss_fcos_loc": 0.1870213297661394, "loss_mask": 0.2639317074790597, "loss_maskiou": 0.004986685406038305, "loss_sem_seg": 0.25614651478827, "lr": 0.01, "mask_rcnn/accuracy": 0.8827744341443671, "mask_rcnn/false_negative": 0.07882252364244817, "mask_rcnn/false_positive": 0.14939277914957164, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7622473435476422, "total_loss": 1.5685689677338814} {"data_time": 0.017056692391633987, "eta_seconds": 52041.54727056436, "iteration": 203099, "loss_fcos_cls": 0.24599954701261595, "loss_fcos_ctr": 0.6197606567293406, "loss_fcos_loc": 0.19051553774625063, "loss_mask": 0.26443962194025517, "loss_maskiou": 0.005288371212373022, "loss_sem_seg": 0.23886758834123611, "lr": 0.01, "mask_rcnn/accuracy": 0.8914775337902516, "mask_rcnn/false_negative": 0.1032564462309454, "mask_rcnn/false_positive": 0.1278968142711524, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.75, "time": 0.7703642761334777, "total_loss": 1.5433658491965616} {"data_time": 0.01550817396491766, "eta_seconds": 52022.64937178604, "iteration": 203119, "loss_fcos_cls": 0.2509450208453927, "loss_fcos_ctr": 0.6175824743695557, "loss_fcos_loc": 0.1924461688613519, "loss_mask": 0.25996498856693506, "loss_maskiou": 0.0050747561908792704, "loss_sem_seg": 0.2537086755037308, "lr": 0.01, "mask_rcnn/accuracy": 0.8792592930029155, "mask_rcnn/false_negative": 0.08486907930100074, "mask_rcnn/false_positive": 0.14096675299553713, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7697690883651376, "total_loss": 1.602767190997838} {"data_time": 0.016604604199528694, "eta_seconds": 51952.36260947585, "iteration": 203139, "loss_fcos_cls": 0.25415993435308337, "loss_fcos_ctr": 0.6195056345313787, "loss_fcos_loc": 0.1932499655522406, "loss_mask": 0.28153280913829803, "loss_maskiou": 0.006394618219928816, "loss_sem_seg": 0.29063168447464705, "lr": 0.01, "mask_rcnn/accuracy": 0.893079294582828, "mask_rcnn/false_negative": 0.09181751614697309, "mask_rcnn/false_positive": 0.12386285343984688, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.25, "time": 0.7561828345060349, "total_loss": 1.6338295845671382} {"data_time": 0.017137893475592136, "eta_seconds": 51974.4840842234, "iteration": 203159, "loss_fcos_cls": 0.24938809615559876, "loss_fcos_ctr": 0.6212853081524372, "loss_fcos_loc": 0.19274732866324484, "loss_mask": 0.2691660625860095, "loss_maskiou": 0.005420989327831194, "loss_sem_seg": 0.27159711392596364, "lr": 0.01, "mask_rcnn/accuracy": 0.8928185602599249, "mask_rcnn/false_negative": 0.10504398843502372, "mask_rcnn/false_positive": 0.13001630965924588, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7878986382856965, "total_loss": 1.6183427222204045} {"data_time": 0.01663451176136732, "eta_seconds": 51926.99654839747, "iteration": 203179, "loss_fcos_cls": 0.2546861885348335, "loss_fcos_ctr": 0.623564806766808, "loss_fcos_loc": 0.20426158444024622, "loss_mask": 0.2824386851862073, "loss_maskiou": 0.0055425410537282005, "loss_sem_seg": 0.318717572838068, "lr": 0.01, "mask_rcnn/accuracy": 0.8603896972086229, "mask_rcnn/false_negative": 0.11028062556327961, "mask_rcnn/false_positive": 0.14186906651880846, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.5, "time": 0.7914080340415239, "total_loss": 1.6918902609322686} {"data_time": 0.016953562386333942, "eta_seconds": 51894.477545354515, "iteration": 203199, "loss_fcos_cls": 0.26338294974993914, "loss_fcos_ctr": 0.6222954029217362, "loss_fcos_loc": 0.19837960647419095, "loss_mask": 0.26663418021053076, "loss_maskiou": 0.0054010292660677806, "loss_sem_seg": 0.2592355734668672, "lr": 0.01, "mask_rcnn/accuracy": 0.8889049938157081, "mask_rcnn/false_negative": 0.09623208826456581, "mask_rcnn/false_positive": 0.1481571807592486, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.5, "time": 0.7694977419450879, "total_loss": 1.6174584486507229} {"data_time": 0.01622558943927288, "eta_seconds": 51895.91231047921, "iteration": 203219, "loss_fcos_cls": 0.2559319994179532, "loss_fcos_ctr": 0.6190492894966155, "loss_fcos_loc": 0.19528420153073967, "loss_mask": 0.2642877930775285, "loss_maskiou": 0.005618759478238644, "loss_sem_seg": 0.26706623658537865, "lr": 0.01, "mask_rcnn/accuracy": 0.8771848415722296, "mask_rcnn/false_negative": 0.0990955724721976, "mask_rcnn/false_positive": 0.13609916537177275, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 29.5, "time": 0.7816971549764276, "total_loss": 1.5951396284508519} {"data_time": 0.01709398441016674, "eta_seconds": 51863.40347308293, "iteration": 203239, "loss_fcos_cls": 0.24179243692196906, "loss_fcos_ctr": 0.6207990506663918, "loss_fcos_loc": 0.2012859642272815, "loss_mask": 0.2733161151409149, "loss_maskiou": 0.005632380110910162, "loss_sem_seg": 0.3023809161968529, "lr": 0.01, "mask_rcnn/accuracy": 0.8824408850078493, "mask_rcnn/false_negative": 0.08927805830099789, "mask_rcnn/false_positive": 0.13096813650954175, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.75, "time": 0.7808018391951919, "total_loss": 1.6362049806193681} {"data_time": 0.017554166726768017, "eta_seconds": 51851.0543035185, "iteration": 203259, "loss_fcos_cls": 0.252267187461257, "loss_fcos_ctr": 0.6219180901534855, "loss_fcos_loc": 0.19189205509610474, "loss_mask": 0.2652010852470994, "loss_maskiou": 0.005689591736881994, "loss_sem_seg": 0.27934129256755114, "lr": 0.01, "mask_rcnn/accuracy": 0.894220344387755, "mask_rcnn/false_negative": 0.08806545721133244, "mask_rcnn/false_positive": 0.14041788084231258, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.25, "time": 0.7870105598121881, "total_loss": 1.629933890493703} {"data_time": 0.01650798600167036, "eta_seconds": 51862.2797925286, "iteration": 203279, "loss_fcos_cls": 0.2606028290465474, "loss_fcos_ctr": 0.6221591215580702, "loss_fcos_loc": 0.1996363807702437, "loss_mask": 0.27888177894055843, "loss_maskiou": 0.006117382523370907, "loss_sem_seg": 0.2878559457603842, "lr": 0.01, "mask_rcnn/accuracy": 0.8930976255886971, "mask_rcnn/false_negative": 0.08689470463099389, "mask_rcnn/false_positive": 0.1304349844406813, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7868095682933927, "total_loss": 1.653346134145977} {"data_time": 0.015746689401566982, "eta_seconds": 51834.75279007107, "iteration": 203299, "loss_fcos_cls": 0.256085209781304, "loss_fcos_ctr": 0.6192730451002717, "loss_fcos_loc": 0.20058220939245075, "loss_mask": 0.2763466048054397, "loss_maskiou": 0.0057968790497398, "loss_sem_seg": 0.29402552731335163, "lr": 0.01, "mask_rcnn/accuracy": 0.8772893037158032, "mask_rcnn/false_negative": 0.10476679486943735, "mask_rcnn/false_positive": 0.14643968601110308, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7737984172999859, "total_loss": 1.6659397294570226} {"data_time": 0.018161898478865623, "eta_seconds": 51819.210368581116, "iteration": 203319, "loss_fcos_cls": 0.2568374110851437, "loss_fcos_ctr": 0.6205357266589999, "loss_fcos_loc": 0.19129989249631763, "loss_mask": 0.2780386358499527, "loss_maskiou": 0.005811139475554228, "loss_sem_seg": 0.27779964823275805, "lr": 0.01, "mask_rcnn/accuracy": 0.8814559211538406, "mask_rcnn/false_negative": 0.09601588045085833, "mask_rcnn/false_positive": 0.1476051658646059, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7660336531698704, "total_loss": 1.6314573296731396} {"data_time": 0.017482069320976734, "eta_seconds": 51796.95852455497, "iteration": 203339, "loss_fcos_cls": 0.24315878935158253, "loss_fcos_ctr": 0.6179153663106263, "loss_fcos_loc": 0.18706095672678202, "loss_mask": 0.27188912592828274, "loss_maskiou": 0.005512080060725566, "loss_sem_seg": 0.2822214518673718, "lr": 0.01, "mask_rcnn/accuracy": 0.8817626624558712, "mask_rcnn/false_negative": 0.11157759071316237, "mask_rcnn/false_positive": 0.14032725081844166, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7843865556642413, "total_loss": 1.6051909824236645} {"data_time": 0.017765128053724766, "eta_seconds": 51781.41811606288, "iteration": 203359, "loss_fcos_cls": 0.2596374046988785, "loss_fcos_ctr": 0.622796880081296, "loss_fcos_loc": 0.20704855280928314, "loss_mask": 0.2876520352438092, "loss_maskiou": 0.005763562236097641, "loss_sem_seg": 0.30010269582271576, "lr": 0.01, "mask_rcnn/accuracy": 0.8693681235249202, "mask_rcnn/false_negative": 0.09777133145167102, "mask_rcnn/false_positive": 0.16868081448980526, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 24.25, "time": 0.7815745696425438, "total_loss": 1.6617813677876256} {"data_time": 0.015566792339086533, "eta_seconds": 51772.583104111254, "iteration": 203379, "loss_fcos_cls": 0.24645884428173304, "loss_fcos_ctr": 0.6168102147057652, "loss_fcos_loc": 0.19350595260038972, "loss_mask": 0.28083199355751276, "loss_maskiou": 0.005833282615640201, "loss_sem_seg": 0.28606779710389674, "lr": 0.01, "mask_rcnn/accuracy": 0.8838885728507431, "mask_rcnn/false_negative": 0.11273804351384287, "mask_rcnn/false_positive": 0.1308926469878372, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.0, "time": 0.7787799900397658, "total_loss": 1.6235048102971632} {"data_time": 0.017632625065743923, "eta_seconds": 51790.9388183672, "iteration": 203399, "loss_fcos_cls": 0.2609576750546694, "loss_fcos_ctr": 0.6191283976659179, "loss_fcos_loc": 0.19550329691264778, "loss_mask": 0.25663643050938845, "loss_maskiou": 0.005542682993109338, "loss_sem_seg": 0.2566357213072479, "lr": 0.01, "mask_rcnn/accuracy": 0.8843644983722476, "mask_rcnn/false_negative": 0.09471724249285997, "mask_rcnn/false_positive": 0.15547279040697265, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 27.25, "time": 0.7879195772111416, "total_loss": 1.6085286463276134} {"data_time": 0.017528490163385868, "eta_seconds": 51753.4576949738, "iteration": 203419, "loss_fcos_cls": 0.2651860457845032, "loss_fcos_ctr": 0.6184674212709069, "loss_fcos_loc": 0.1950205584289506, "loss_mask": 0.2746907798573375, "loss_maskiou": 0.005935502100328449, "loss_sem_seg": 0.2751388680189848, "lr": 0.01, "mask_rcnn/accuracy": 0.854867879987816, "mask_rcnn/false_negative": 0.09534284839698087, "mask_rcnn/false_positive": 0.18770194249589783, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 26.25, "time": 0.7599779814481735, "total_loss": 1.6345172805158654} {"data_time": 0.01603053417056799, "eta_seconds": 51711.212380643, "iteration": 203439, "loss_fcos_cls": 0.264390641823411, "loss_fcos_ctr": 0.6166781820356846, "loss_fcos_loc": 0.19099657202605158, "loss_mask": 0.26904925890266895, "loss_maskiou": 0.005384286370826885, "loss_sem_seg": 0.3071784609928727, "lr": 0.01, "mask_rcnn/accuracy": 0.8891919426668973, "mask_rcnn/false_negative": 0.08780323683232365, "mask_rcnn/false_positive": 0.15934639697574304, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 24.5, "time": 0.7639246396720409, "total_loss": 1.6872268191436888} {"data_time": 0.01746523194015026, "eta_seconds": 51676.68091788329, "iteration": 203459, "loss_fcos_cls": 0.24756015837192535, "loss_fcos_ctr": 0.6199730322696269, "loss_fcos_loc": 0.18902001262176782, "loss_mask": 0.2677510008215904, "loss_maskiou": 0.005607454149867408, "loss_sem_seg": 0.2820856999605894, "lr": 0.01, "mask_rcnn/accuracy": 0.9108666956820088, "mask_rcnn/false_negative": 0.07750073638347066, "mask_rcnn/false_positive": 0.10809397537210749, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.766199043020606, "total_loss": 1.6165674312069314} {"data_time": 0.017505215480923653, "eta_seconds": 51665.036774719134, "iteration": 203479, "loss_fcos_cls": 0.2616652345750481, "loss_fcos_ctr": 0.6195592051371932, "loss_fcos_loc": 0.1888580722734332, "loss_mask": 0.26656308211386204, "loss_maskiou": 0.005737667204812169, "loss_sem_seg": 0.28911371249705553, "lr": 0.01, "mask_rcnn/accuracy": 0.8887800655976676, "mask_rcnn/false_negative": 0.09405687357295922, "mask_rcnn/false_positive": 0.14166708709311857, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 26.0, "time": 0.7846379466354847, "total_loss": 1.6244013078976423} {"data_time": 0.016395474784076214, "eta_seconds": 51657.15847484395, "iteration": 203499, "loss_fcos_cls": 0.26184030063450336, "loss_fcos_ctr": 0.6194994263350964, "loss_fcos_loc": 0.204466023016721, "loss_mask": 0.27867142856121063, "loss_maskiou": 0.006080700957681984, "loss_sem_seg": 0.2644161789212376, "lr": 0.01, "mask_rcnn/accuracy": 0.8848476890756303, "mask_rcnn/false_negative": 0.08900874163603115, "mask_rcnn/false_positive": 0.1416274928097101, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.75, "time": 0.7784468038007617, "total_loss": 1.6520982454239856} {"data_time": 0.014701863750815392, "eta_seconds": 51628.13863073755, "iteration": 203519, "loss_fcos_cls": 0.25752772064879537, "loss_fcos_ctr": 0.6172686545178294, "loss_fcos_loc": 0.19170369463972747, "loss_mask": 0.26187405269593, "loss_maskiou": 0.005595492300926708, "loss_sem_seg": 0.28080626111477613, "lr": 0.01, "mask_rcnn/accuracy": 0.8951011471760969, "mask_rcnn/false_negative": 0.09223287601846128, "mask_rcnn/false_positive": 0.13318770227143728, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.25, "time": 0.7749839490279555, "total_loss": 1.6330598973945598} {"data_time": 0.016640447080135345, "eta_seconds": 51626.086967062205, "iteration": 203539, "loss_fcos_cls": 0.2511680293828249, "loss_fcos_ctr": 0.620393187738955, "loss_fcos_loc": 0.19886012701317668, "loss_mask": 0.27063317131251097, "loss_maskiou": 0.005200550047447905, "loss_sem_seg": 0.2765319785103202, "lr": 0.01, "mask_rcnn/accuracy": 0.8804517935654965, "mask_rcnn/false_negative": 0.09685612092295831, "mask_rcnn/false_positive": 0.13163516293422073, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.75, "time": 0.7934319116175175, "total_loss": 1.6383582527851104} {"data_time": 0.016823923215270042, "eta_seconds": 51617.98443205934, "iteration": 203559, "loss_fcos_cls": 0.2550047708209604, "loss_fcos_ctr": 0.6255560300778598, "loss_fcos_loc": 0.20686734491027892, "loss_mask": 0.2710828701965511, "loss_maskiou": 0.005466216120112222, "loss_sem_seg": 0.2433557384647429, "lr": 0.01, "mask_rcnn/accuracy": 0.8740695316588174, "mask_rcnn/false_negative": 0.10254507696700563, "mask_rcnn/false_positive": 0.13454716667335442, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.7886151494458318, "total_loss": 1.61300269664207} {"data_time": 0.01678452454507351, "eta_seconds": 51599.1913383659, "iteration": 203579, "loss_fcos_cls": 0.25173421297222376, "loss_fcos_ctr": 0.6218879064545035, "loss_fcos_loc": 0.1955114408629015, "loss_mask": 0.2654936593025923, "loss_maskiou": 0.005189219278690871, "loss_sem_seg": 0.26264820573851466, "lr": 0.01, "mask_rcnn/accuracy": 0.8865236273080661, "mask_rcnn/false_negative": 0.11490103417437089, "mask_rcnn/false_positive": 0.12034889083632594, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 37.25, "time": 0.7715110015124083, "total_loss": 1.6301141247386113} {"data_time": 0.01683857198804617, "eta_seconds": 51567.95493948646, "iteration": 203599, "loss_fcos_cls": 0.26522329973522574, "loss_fcos_ctr": 0.6194495940580964, "loss_fcos_loc": 0.19430218660272658, "loss_mask": 0.28396685514599085, "loss_maskiou": 0.006242870556889102, "loss_sem_seg": 0.2597083351574838, "lr": 0.01, "mask_rcnn/accuracy": 0.8618820861678005, "mask_rcnn/false_negative": 0.12513967365819598, "mask_rcnn/false_positive": 0.14415054179858544, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.5, "time": 0.7752081379294395, "total_loss": 1.6228843523131218} {"data_time": 0.017159152776002884, "eta_seconds": 51563.79916408472, "iteration": 203619, "loss_fcos_cls": 0.2564670513384044, "loss_fcos_ctr": 0.6230259407311678, "loss_fcos_loc": 0.20880006370134652, "loss_mask": 0.27231086138635874, "loss_maskiou": 0.004781523755809758, "loss_sem_seg": 0.3046242417767644, "lr": 0.01, "mask_rcnn/accuracy": 0.875664355396626, "mask_rcnn/false_negative": 0.11259477307527967, "mask_rcnn/false_positive": 0.1334336868764012, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7737352969124913, "total_loss": 1.6947400718636345} {"data_time": 0.01572708785533905, "eta_seconds": 51540.76916172542, "iteration": 203639, "loss_fcos_cls": 0.25081837782636285, "loss_fcos_ctr": 0.6214777291752398, "loss_fcos_loc": 0.19693912588991225, "loss_mask": 0.273930630646646, "loss_maskiou": 0.00559886669361731, "loss_sem_seg": 0.28806279180571437, "lr": 0.01, "mask_rcnn/accuracy": 0.891166490180978, "mask_rcnn/false_negative": 0.09038783552374637, "mask_rcnn/false_positive": 0.13814030056607324, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.25, "time": 0.7833962561562657, "total_loss": 1.6528823921180447} {"data_time": 0.015616336837410927, "eta_seconds": 51511.57099733874, "iteration": 203659, "loss_fcos_cls": 0.25721864798106253, "loss_fcos_ctr": 0.6185773676261306, "loss_fcos_loc": 0.19953274255385622, "loss_mask": 0.2648872132413089, "loss_maskiou": 0.005391560720454436, "loss_sem_seg": 0.2559057075995952, "lr": 0.01, "mask_rcnn/accuracy": 0.8878049702492545, "mask_rcnn/false_negative": 0.09811147612101148, "mask_rcnn/false_positive": 0.1239822040039748, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7755199074745178, "total_loss": 1.629024041176308} {"data_time": 0.016590546816587448, "eta_seconds": 51496.0416652523, "iteration": 203679, "loss_fcos_cls": 0.26110322098247707, "loss_fcos_ctr": 0.6219704253599048, "loss_fcos_loc": 0.1973137918394059, "loss_mask": 0.28100338485091925, "loss_maskiou": 0.005680655296600889, "loss_sem_seg": 0.2891050628386438, "lr": 0.01, "mask_rcnn/accuracy": 0.8699960753532182, "mask_rcnn/false_negative": 0.10112788123482033, "mask_rcnn/false_positive": 0.16573944803524926, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7883899249136448, "total_loss": 1.6420240478837513} {"data_time": 0.015665894374251366, "eta_seconds": 51494.16880685277, "iteration": 203699, "loss_fcos_cls": 0.2548118457198143, "loss_fcos_ctr": 0.6183384098112583, "loss_fcos_loc": 0.18551491061225533, "loss_mask": 0.27502731420099735, "loss_maskiou": 0.0055446740734623745, "loss_sem_seg": 0.266010117251426, "lr": 0.01, "mask_rcnn/accuracy": 0.872778191137566, "mask_rcnn/false_negative": 0.08489304045287005, "mask_rcnn/false_positive": 0.14065066671687243, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 35.25, "time": 0.7774116639047861, "total_loss": 1.6168355882546166} {"data_time": 0.016606001183390617, "eta_seconds": 51456.59662374295, "iteration": 203719, "loss_fcos_cls": 0.25520895840600133, "loss_fcos_ctr": 0.619187350384891, "loss_fcos_loc": 0.2013797506224364, "loss_mask": 0.2784865079447627, "loss_maskiou": 0.005529792280867696, "loss_sem_seg": 0.29736504051834345, "lr": 0.01, "mask_rcnn/accuracy": 0.889810609543733, "mask_rcnn/false_negative": 0.09798710938986414, "mask_rcnn/false_positive": 0.14668519655258788, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.75, "time": 0.765699528157711, "total_loss": 1.6780075416718319} {"data_time": 0.01539238914847374, "eta_seconds": 51461.71138394717, "iteration": 203739, "loss_fcos_cls": 0.24563702079467475, "loss_fcos_ctr": 0.621231690980494, "loss_fcos_loc": 0.20045480853877962, "loss_mask": 0.2782611548900604, "loss_maskiou": 0.005860271077835932, "loss_sem_seg": 0.2812488912604749, "lr": 0.01, "mask_rcnn/accuracy": 0.8722458684560781, "mask_rcnn/false_negative": 0.09213370792644808, "mask_rcnn/false_positive": 0.1295417836059364, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7879699310287833, "total_loss": 1.6722300834662747} {"data_time": 0.016488583758473396, "eta_seconds": 51425.54302067496, "iteration": 203759, "loss_fcos_cls": 0.26068040530662984, "loss_fcos_ctr": 0.6153746438212693, "loss_fcos_loc": 0.19319240213371813, "loss_mask": 0.2617406491190195, "loss_maskiou": 0.005907498594751814, "loss_sem_seg": 0.2987255482003093, "lr": 0.01, "mask_rcnn/accuracy": 0.8904344053195048, "mask_rcnn/false_negative": 0.0819154787668709, "mask_rcnn/false_positive": 0.12257206228263703, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 35.0, "time": 0.7660970482975245, "total_loss": 1.6412961477180943} {"data_time": 0.014873032458126545, "eta_seconds": 51410.01621914096, "iteration": 203779, "loss_fcos_cls": 0.25520824640989304, "loss_fcos_ctr": 0.6210450818762183, "loss_fcos_loc": 0.19868849113117903, "loss_mask": 0.277045214548707, "loss_maskiou": 0.005432604317320511, "loss_sem_seg": 0.2825002847239375, "lr": 0.01, "mask_rcnn/accuracy": 0.8821594315692378, "mask_rcnn/false_negative": 0.0943467660640281, "mask_rcnn/false_positive": 0.14727757576647615, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7732445001602173, "total_loss": 1.6196691925215418} {"data_time": 0.016693826764822006, "eta_seconds": 51402.865672733635, "iteration": 203799, "loss_fcos_cls": 0.2476182954851538, "loss_fcos_ctr": 0.6195939974859357, "loss_fcos_loc": 0.18975937843788415, "loss_mask": 0.26537655806168914, "loss_maskiou": 0.005285441922751488, "loss_sem_seg": 0.27195737371221185, "lr": 0.01, "mask_rcnn/accuracy": 0.88203231292517, "mask_rcnn/false_negative": 0.09829031911243633, "mask_rcnn/false_positive": 0.14197105900427637, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.75, "time": 0.767501087859273, "total_loss": 1.6291143817725242} {"data_time": 0.017517689615488052, "eta_seconds": 51395.16317024175, "iteration": 203819, "loss_fcos_cls": 0.24799636215902865, "loss_fcos_ctr": 0.616727823857218, "loss_fcos_loc": 0.1900584939867258, "loss_mask": 0.26270083151757717, "loss_maskiou": 0.005193126657104585, "loss_sem_seg": 0.2854551961645484, "lr": 0.01, "mask_rcnn/accuracy": 0.8846406032292435, "mask_rcnn/false_negative": 0.1050791949451953, "mask_rcnn/false_positive": 0.10569729301754557, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.0, "time": 0.7851175991818309, "total_loss": 1.635182403428189} {"data_time": 0.017154471948742867, "eta_seconds": 51384.046224375255, "iteration": 203839, "loss_fcos_cls": 0.2764094255398959, "loss_fcos_ctr": 0.6198906535282731, "loss_fcos_loc": 0.20014293189160526, "loss_mask": 0.27548197470605373, "loss_maskiou": 0.005971316582872532, "loss_sem_seg": 0.2750775129534304, "lr": 0.01, "mask_rcnn/accuracy": 0.870002807508873, "mask_rcnn/false_negative": 0.10077568742682429, "mask_rcnn/false_positive": 0.14808438405745789, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 31.0, "time": 0.7833163803443313, "total_loss": 1.6625120182143291} {"data_time": 0.016821378841996193, "eta_seconds": 51368.51319246087, "iteration": 203859, "loss_fcos_cls": 0.2537533580325544, "loss_fcos_ctr": 0.6205904949456453, "loss_fcos_loc": 0.1995488287648186, "loss_mask": 0.28378924541175365, "loss_maskiou": 0.005491705844178796, "loss_sem_seg": 0.2791834576346446, "lr": 0.01, "mask_rcnn/accuracy": 0.8774185765576071, "mask_rcnn/false_negative": 0.10623828970142445, "mask_rcnn/false_positive": 0.13985183973787912, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 37.25, "time": 0.7851927764713764, "total_loss": 1.643788297282299} {"data_time": 0.0187500873580575, "eta_seconds": 51348.56807814259, "iteration": 203879, "loss_fcos_cls": 0.24250725517049432, "loss_fcos_ctr": 0.6186742237769067, "loss_fcos_loc": 0.1942500377772376, "loss_mask": 0.2644713777117431, "loss_maskiou": 0.005417195643531159, "loss_sem_seg": 0.25595444394275546, "lr": 0.01, "mask_rcnn/accuracy": 0.8811773255813953, "mask_rcnn/false_negative": 0.11344883073350892, "mask_rcnn/false_positive": 0.14450286539409518, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.0, "time": 0.7584471656009555, "total_loss": 1.5756454822403612} {"data_time": 0.01540670357644558, "eta_seconds": 51337.447128632106, "iteration": 203899, "loss_fcos_cls": 0.24917745310813189, "loss_fcos_ctr": 0.619642817415297, "loss_fcos_loc": 0.20226998440921307, "loss_mask": 0.26516304537653923, "loss_maskiou": 0.004930404247716069, "loss_sem_seg": 0.3000661004334688, "lr": 0.01, "mask_rcnn/accuracy": 0.8787810701203558, "mask_rcnn/false_negative": 0.09652806500464986, "mask_rcnn/false_positive": 0.1274063507851819, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.767341174185276, "total_loss": 1.63667823131982} {"data_time": 0.01614686381071806, "eta_seconds": 51319.438417436555, "iteration": 203919, "loss_fcos_cls": 0.2515173063147813, "loss_fcos_ctr": 0.6198104470968246, "loss_fcos_loc": 0.1991870494093746, "loss_mask": 0.2748069604858756, "loss_maskiou": 0.005904989709961228, "loss_sem_seg": 0.2694729915820062, "lr": 0.01, "mask_rcnn/accuracy": 0.8687593320762428, "mask_rcnn/false_negative": 0.10367209425258961, "mask_rcnn/false_positive": 0.15011655093638418, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 33.75, "time": 0.7738593053072691, "total_loss": 1.6405256483558333} {"data_time": 0.01705996971577406, "eta_seconds": 51323.67530491017, "iteration": 203939, "loss_fcos_cls": 0.2636058263015002, "loss_fcos_ctr": 0.6217511193826795, "loss_fcos_loc": 0.20248475420521572, "loss_mask": 0.28830825397744775, "loss_maskiou": 0.005854664428625256, "loss_sem_seg": 0.2956975088454783, "lr": 0.01, "mask_rcnn/accuracy": 0.8700786873167263, "mask_rcnn/false_negative": 0.10695401253461242, "mask_rcnn/false_positive": 0.13614998584238516, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.25, "time": 0.7977497493848205, "total_loss": 1.67392475151064} {"data_time": 0.015855778008699417, "eta_seconds": 51316.26234082971, "iteration": 203959, "loss_fcos_cls": 0.2590823684586212, "loss_fcos_ctr": 0.6200742404907942, "loss_fcos_loc": 0.1951858620159328, "loss_mask": 0.2539926776662469, "loss_maskiou": 0.005145207207533531, "loss_sem_seg": 0.2945043882355094, "lr": 0.01, "mask_rcnn/accuracy": 0.8859426783533926, "mask_rcnn/false_negative": 0.0943072751151828, "mask_rcnn/false_positive": 0.12338142170214156, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 34.0, "time": 0.7797338981181383, "total_loss": 1.6486575709204772} {"data_time": 0.015995639376342297, "eta_seconds": 51325.476709169336, "iteration": 203979, "loss_fcos_cls": 0.2519463507924229, "loss_fcos_ctr": 0.6183896316215396, "loss_fcos_loc": 0.18621218379121274, "loss_mask": 0.2804305078461766, "loss_maskiou": 0.005987814518448431, "loss_sem_seg": 0.2857268485240638, "lr": 0.01, "mask_rcnn/accuracy": 0.8749272695535805, "mask_rcnn/false_negative": 0.10205990515434081, "mask_rcnn/false_positive": 0.15235941996093189, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7866845801472664, "total_loss": 1.6102054999792017} {"data_time": 0.015819234773516655, "eta_seconds": 51302.27642564569, "iteration": 203999, "loss_fcos_cls": 0.25434447859879583, "loss_fcos_ctr": 0.6203143047168851, "loss_fcos_loc": 0.2013801638968289, "loss_mask": 0.26299753598868847, "loss_maskiou": 0.006244931908440776, "loss_sem_seg": 0.29933407343924046, "lr": 0.01, "mask_rcnn/accuracy": 0.8799141786344167, "mask_rcnn/false_negative": 0.082496614580543, "mask_rcnn/false_positive": 0.15047243437779384, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 25.0, "time": 0.7711055427789688, "total_loss": 1.6439768938580528} {"data_time": 0.015625699423253536, "eta_seconds": 51292.46155182738, "iteration": 204019, "loss_fcos_cls": 0.2620762465521693, "loss_fcos_ctr": 0.6198466932401061, "loss_fcos_loc": 0.1903173829196021, "loss_mask": 0.2610593722201884, "loss_maskiou": 0.00550316774751991, "loss_sem_seg": 0.2952747540548444, "lr": 0.01, "mask_rcnn/accuracy": 0.8828295068027211, "mask_rcnn/false_negative": 0.08994489600664612, "mask_rcnn/false_positive": 0.14928668302141143, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.5, "time": 0.7798360344022512, "total_loss": 1.653000518490444} {"data_time": 0.01661637704819441, "eta_seconds": 51276.91390582267, "iteration": 204039, "loss_fcos_cls": 0.264093802892603, "loss_fcos_ctr": 0.6223419476300478, "loss_fcos_loc": 0.19759537238860503, "loss_mask": 0.2706648260354996, "loss_maskiou": 0.0061692256858805194, "loss_sem_seg": 0.2979440812487155, "lr": 0.01, "mask_rcnn/accuracy": 0.8986352830256772, "mask_rcnn/false_negative": 0.08990190912159607, "mask_rcnn/false_positive": 0.1402846350212917, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.5, "time": 0.7864265693351626, "total_loss": 1.672931150500517} {"data_time": 0.015356208197772503, "eta_seconds": 51286.065935253166, "iteration": 204059, "loss_fcos_cls": 0.24911931343376637, "loss_fcos_ctr": 0.6197979697026312, "loss_fcos_loc": 0.19430203665979207, "loss_mask": 0.2747993399389088, "loss_maskiou": 0.005815048465592554, "loss_sem_seg": 0.2971449145115912, "lr": 0.01, "mask_rcnn/accuracy": 0.8848007626395507, "mask_rcnn/false_negative": 0.10323381352495946, "mask_rcnn/false_positive": 0.11832202215737964, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.25, "time": 0.7881207028403878, "total_loss": 1.6381820028436778} {"data_time": 0.015450680628418922, "eta_seconds": 51254.40771739092, "iteration": 204079, "loss_fcos_cls": 0.26468516106251627, "loss_fcos_ctr": 0.6178757967427373, "loss_fcos_loc": 0.19433872844092548, "loss_mask": 0.2682782970368862, "loss_maskiou": 0.005616690010356251, "loss_sem_seg": 0.2906441547675058, "lr": 0.01, "mask_rcnn/accuracy": 0.8741126032571449, "mask_rcnn/false_negative": 0.09978032827364489, "mask_rcnn/false_positive": 0.1313939685902859, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 31.0, "time": 0.765428714454174, "total_loss": 1.6371028218636638} {"data_time": 0.016144572757184505, "eta_seconds": 51268.22084245831, "iteration": 204099, "loss_fcos_cls": 0.25944271963089705, "loss_fcos_ctr": 0.6195369549095631, "loss_fcos_loc": 0.19803883926942945, "loss_mask": 0.289492592215538, "loss_maskiou": 0.006466679536970332, "loss_sem_seg": 0.26535176765173674, "lr": 0.01, "mask_rcnn/accuracy": 0.859797740918875, "mask_rcnn/false_negative": 0.100395064090808, "mask_rcnn/false_positive": 0.17613790001919888, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 32.0, "time": 0.7877582740038633, "total_loss": 1.6324969075139961} {"data_time": 0.01628185622394085, "eta_seconds": 51239.40052289795, "iteration": 204119, "loss_fcos_cls": 0.2533519407734275, "loss_fcos_ctr": 0.6227165600284934, "loss_fcos_loc": 0.19749791559297591, "loss_mask": 0.2674075197428465, "loss_maskiou": 0.004795277345692739, "loss_sem_seg": 0.29754980746656656, "lr": 0.01, "mask_rcnn/accuracy": 0.8715309987631417, "mask_rcnn/false_negative": 0.11866493404227177, "mask_rcnn/false_positive": 0.13722858037254754, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.0, "time": 0.7696668636053801, "total_loss": 1.643501999671571} {"data_time": 0.01642424613237381, "eta_seconds": 51256.81140545104, "iteration": 204139, "loss_fcos_cls": 0.25862448662519455, "loss_fcos_ctr": 0.6206234497949481, "loss_fcos_loc": 0.20238133356906474, "loss_mask": 0.2552982550114393, "loss_maskiou": 0.005049670115113258, "loss_sem_seg": 0.2672503871144727, "lr": 0.01, "mask_rcnn/accuracy": 0.8877011121909081, "mask_rcnn/false_negative": 0.07790792303823285, "mask_rcnn/false_positive": 0.15013627403861216, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.0, "time": 0.7910072673112154, "total_loss": 1.6037492028008273} {"data_time": 0.015839538536965847, "eta_seconds": 51221.54335273057, "iteration": 204159, "loss_fcos_cls": 0.26047514332458377, "loss_fcos_ctr": 0.6181104830466211, "loss_fcos_loc": 0.19147093617357314, "loss_mask": 0.26543924398720264, "loss_maskiou": 0.0049059018019761425, "loss_sem_seg": 0.24614720325917006, "lr": 0.01, "mask_rcnn/accuracy": 0.8751042484301413, "mask_rcnn/false_negative": 0.09000170368807185, "mask_rcnn/false_positive": 0.13771219753059177, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.75, "time": 0.7845393968746066, "total_loss": 1.6094180042055086} {"data_time": 0.017183533869683743, "eta_seconds": 51205.984189487994, "iteration": 204179, "loss_fcos_cls": 0.26084931974764913, "loss_fcos_ctr": 0.6211680313572288, "loss_fcos_loc": 0.20291508652735502, "loss_mask": 0.27427431754767895, "loss_maskiou": 0.006076803372707218, "loss_sem_seg": 0.29024522518739104, "lr": 0.01, "mask_rcnn/accuracy": 0.9083626463007564, "mask_rcnn/false_negative": 0.08483007611769111, "mask_rcnn/false_positive": 0.10425146869852232, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 27.75, "time": 0.7877016514539719, "total_loss": 1.6467672194557963} {"data_time": 0.014961875043809414, "eta_seconds": 51215.83902139403, "iteration": 204199, "loss_fcos_cls": 0.2579538323916495, "loss_fcos_ctr": 0.619858424179256, "loss_fcos_loc": 0.18877535709179938, "loss_mask": 0.2739066882058978, "loss_maskiou": 0.005438980806502514, "loss_sem_seg": 0.26929768500849605, "lr": 0.01, "mask_rcnn/accuracy": 0.8818256148613292, "mask_rcnn/false_negative": 0.10033155365357853, "mask_rcnn/false_positive": 0.12548945763442798, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 41.5, "time": 0.7850786950439215, "total_loss": 1.6043545727006858} {"data_time": 0.017356273718178272, "eta_seconds": 51194.550812498666, "iteration": 204219, "loss_fcos_cls": 0.2496875966899097, "loss_fcos_ctr": 0.6193451210856438, "loss_fcos_loc": 0.1984665155177936, "loss_mask": 0.2711191549897194, "loss_maskiou": 0.00534100675577065, "loss_sem_seg": 0.2576717706397176, "lr": 0.01, "mask_rcnn/accuracy": 0.8851466836734694, "mask_rcnn/false_negative": 0.09850004414482921, "mask_rcnn/false_positive": 0.1263669627647483, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.25, "time": 0.7855532802641392, "total_loss": 1.6092734431222198} {"data_time": 0.014227107167243958, "eta_seconds": 51171.71787774656, "iteration": 204239, "loss_fcos_cls": 0.2580809509381652, "loss_fcos_ctr": 0.620003517717123, "loss_fcos_loc": 0.2028662139782682, "loss_mask": 0.2644226774573326, "loss_maskiou": 0.005675726686604321, "loss_sem_seg": 0.3000957020558417, "lr": 0.01, "mask_rcnn/accuracy": 0.8726964759510842, "mask_rcnn/false_negative": 0.10270209689852386, "mask_rcnn/false_positive": 0.138962543253789, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.7838748740032315, "total_loss": 1.6288523490802618} {"data_time": 0.01619648840278387, "eta_seconds": 51121.75310906302, "iteration": 204259, "loss_fcos_cls": 0.24358698492869735, "loss_fcos_ctr": 0.6202874118462205, "loss_fcos_loc": 0.18759459082502872, "loss_mask": 0.2655263300985098, "loss_maskiou": 0.0055296313657891005, "loss_sem_seg": 0.2611279748380184, "lr": 0.01, "mask_rcnn/accuracy": 0.8797650541698161, "mask_rcnn/false_negative": 0.10143261997658845, "mask_rcnn/false_positive": 0.15260502143816784, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 25.5, "time": 0.7621018746867776, "total_loss": 1.5693444488351815} {"data_time": 0.01687271799892187, "eta_seconds": 51088.4858541945, "iteration": 204279, "loss_fcos_cls": 0.24173189559951425, "loss_fcos_ctr": 0.6182928122580051, "loss_fcos_loc": 0.18061767832841724, "loss_mask": 0.26131678838282824, "loss_maskiou": 0.005118132874486037, "loss_sem_seg": 0.24388903193175793, "lr": 0.01, "mask_rcnn/accuracy": 0.8963879706812303, "mask_rcnn/false_negative": 0.09061550204548047, "mask_rcnn/false_positive": 0.12271828414539891, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 34.25, "time": 0.766583351418376, "total_loss": 1.5809875358536374} {"data_time": 0.015359346754848957, "eta_seconds": 51072.938773092814, "iteration": 204299, "loss_fcos_cls": 0.25429688743315637, "loss_fcos_ctr": 0.6216075029224157, "loss_fcos_loc": 0.1975555025273934, "loss_mask": 0.2711736233904958, "loss_maskiou": 0.005298574054904748, "loss_sem_seg": 0.2888625063933432, "lr": 0.01, "mask_rcnn/accuracy": 0.8875354308390022, "mask_rcnn/false_negative": 0.09497633108056017, "mask_rcnn/false_positive": 0.14160151001434484, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 23.0, "time": 0.767170675098896, "total_loss": 1.6551265004382003} {"data_time": 0.018227070569992065, "eta_seconds": 51057.39169199113, "iteration": 204319, "loss_fcos_cls": 0.25233499822206795, "loss_fcos_ctr": 0.6187305133789778, "loss_fcos_loc": 0.19440323032904416, "loss_mask": 0.25442513823509216, "loss_maskiou": 0.005001373287086608, "loss_sem_seg": 0.28654078394174576, "lr": 0.01, "mask_rcnn/accuracy": 0.8730744452953595, "mask_rcnn/false_negative": 0.09651971102707968, "mask_rcnn/false_positive": 0.1171037602713659, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7735047535970807, "total_loss": 1.615066208622011} {"data_time": 0.017089353874325752, "eta_seconds": 51037.995975581, "iteration": 204339, "loss_fcos_cls": 0.2523119981633499, "loss_fcos_ctr": 0.6210802718997002, "loss_fcos_loc": 0.19193136924877763, "loss_mask": 0.25963507452979684, "loss_maskiou": 0.005535123091249261, "loss_sem_seg": 0.305905697401613, "lr": 0.01, "mask_rcnn/accuracy": 0.8856569248465722, "mask_rcnn/false_negative": 0.09124127144589869, "mask_rcnn/false_positive": 0.13903298188733063, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.5, "time": 0.7772985799238086, "total_loss": 1.6451136874238728} {"data_time": 0.01743420585989952, "eta_seconds": 51028.151569747366, "iteration": 204359, "loss_fcos_cls": 0.2534528742544353, "loss_fcos_ctr": 0.6176193449646235, "loss_fcos_loc": 0.19456124759744853, "loss_mask": 0.2778602922335267, "loss_maskiou": 0.005965167569229379, "loss_sem_seg": 0.2586232889443636, "lr": 0.01, "mask_rcnn/accuracy": 0.8765673194743736, "mask_rcnn/false_negative": 0.12239888062227483, "mask_rcnn/false_positive": 0.12851368254005846, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7907212786376476, "total_loss": 1.6274889353226172} {"data_time": 0.01681431569159031, "eta_seconds": 51010.75044868607, "iteration": 204379, "loss_fcos_cls": 0.2607285361737013, "loss_fcos_ctr": 0.62323193019256, "loss_fcos_loc": 0.20559404644882306, "loss_mask": 0.2679954865016043, "loss_maskiou": 0.005327486520400271, "loss_sem_seg": 0.2922890526242554, "lr": 0.01, "mask_rcnn/accuracy": 0.8817988328369468, "mask_rcnn/false_negative": 0.08737262100427251, "mask_rcnn/false_positive": 0.15621175670434992, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 35.0, "time": 0.778171356767416, "total_loss": 1.6725446569180349} {"data_time": 0.017228147946298122, "eta_seconds": 50991.358249098994, "iteration": 204399, "loss_fcos_cls": 0.25962710520252585, "loss_fcos_ctr": 0.6200538813136518, "loss_fcos_loc": 0.191842980319052, "loss_mask": 0.2754787104204297, "loss_maskiou": 0.0058260929508833215, "loss_sem_seg": 0.26801229920238256, "lr": 0.01, "mask_rcnn/accuracy": 0.8943591023365868, "mask_rcnn/false_negative": 0.08187149678842398, "mask_rcnn/false_positive": 0.15385411622631506, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7785831028595567, "total_loss": 1.6237977739947382} {"data_time": 0.015871926210820675, "eta_seconds": 50986.73676748574, "iteration": 204419, "loss_fcos_cls": 0.24534916691482067, "loss_fcos_ctr": 0.620067355223, "loss_fcos_loc": 0.19436546112410724, "loss_mask": 0.27023308258503675, "loss_maskiou": 0.005395846645114943, "loss_sem_seg": 0.2735511790961027, "lr": 0.01, "mask_rcnn/accuracy": 0.862400317269765, "mask_rcnn/false_negative": 0.10095871824311616, "mask_rcnn/false_positive": 0.184847058842751, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 36.5, "time": 0.7711001327261329, "total_loss": 1.609734866040526} {"data_time": 0.01771928369998932, "eta_seconds": 51002.92130762339, "iteration": 204439, "loss_fcos_cls": 0.2510011262493208, "loss_fcos_ctr": 0.6232078913599253, "loss_fcos_loc": 0.1910187783651054, "loss_mask": 0.26771529391407967, "loss_maskiou": 0.005252126880805008, "loss_sem_seg": 0.2781837482471019, "lr": 0.01, "mask_rcnn/accuracy": 0.8731875120331152, "mask_rcnn/false_negative": 0.0909981201585245, "mask_rcnn/false_positive": 0.1433198175343105, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.75, "time": 0.7702317610383034, "total_loss": 1.5975301862727065} {"data_time": 0.017864078283309937, "eta_seconds": 50987.36238652468, "iteration": 204459, "loss_fcos_cls": 0.2416931188199669, "loss_fcos_ctr": 0.6203720010817051, "loss_fcos_loc": 0.19909930508583784, "loss_mask": 0.2666698042303324, "loss_maskiou": 0.0057182281743735075, "loss_sem_seg": 0.31201735278591514, "lr": 0.01, "mask_rcnn/accuracy": 0.8971513605442176, "mask_rcnn/false_negative": 0.09398225952016827, "mask_rcnn/false_positive": 0.1368350576215837, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.25, "time": 0.7706945892423391, "total_loss": 1.6492598935365095} {"data_time": 0.015304939821362495, "eta_seconds": 50950.6759169912, "iteration": 204479, "loss_fcos_cls": 0.25012637861073017, "loss_fcos_ctr": 0.6172164604067802, "loss_fcos_loc": 0.18874267139472067, "loss_mask": 0.2728471392765641, "loss_maskiou": 0.005444906069897115, "loss_sem_seg": 0.2998946860898286, "lr": 0.01, "mask_rcnn/accuracy": 0.883833274689186, "mask_rcnn/false_negative": 0.10054134825043656, "mask_rcnn/false_positive": 0.14196010516088156, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.0, "time": 0.7726833578199148, "total_loss": 1.619853937503649} {"data_time": 0.016870335675776005, "eta_seconds": 50923.67844969779, "iteration": 204499, "loss_fcos_cls": 0.25123616796918213, "loss_fcos_ctr": 0.6157249733805656, "loss_fcos_loc": 0.18524141341913491, "loss_mask": 0.26364359725266695, "loss_maskiou": 0.005787220594356768, "loss_sem_seg": 0.3045021574944258, "lr": 0.01, "mask_rcnn/accuracy": 0.8964807258055272, "mask_rcnn/false_negative": 0.07475049328361202, "mask_rcnn/false_positive": 0.11848898300231389, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.75, "time": 0.7671442478895187, "total_loss": 1.6172601411744836} {"data_time": 0.01715058647096157, "eta_seconds": 50908.12947229296, "iteration": 204519, "loss_fcos_cls": 0.25128619361203164, "loss_fcos_ctr": 0.6221779985353351, "loss_fcos_loc": 0.2007290543988347, "loss_mask": 0.2783874007873237, "loss_maskiou": 0.00536503762123175, "loss_sem_seg": 0.2639657976105809, "lr": 0.01, "mask_rcnn/accuracy": 0.8678931163776261, "mask_rcnn/false_negative": 0.10247909956555155, "mask_rcnn/false_positive": 0.14841259253888167, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.770744145847857, "total_loss": 1.6383508319268003} {"data_time": 0.01521992590278387, "eta_seconds": 50882.53688730765, "iteration": 204539, "loss_fcos_cls": 0.2607351513579488, "loss_fcos_ctr": 0.6198584325611591, "loss_fcos_loc": 0.1980725278845057, "loss_mask": 0.2757567809894681, "loss_maskiou": 0.006117036871728487, "loss_sem_seg": 0.27583497343584895, "lr": 0.01, "mask_rcnn/accuracy": 0.8697945319432121, "mask_rcnn/false_negative": 0.10923189085487853, "mask_rcnn/false_positive": 0.1669692699375454, "roi_head/num_bg_samples": 75.0, "roi_head/num_fg_samples": 32.75, "time": 0.7735745711252093, "total_loss": 1.6329407000157516} {"data_time": 0.016436061821877956, "eta_seconds": 50873.814325054176, "iteration": 204559, "loss_fcos_cls": 0.2550844483776018, "loss_fcos_ctr": 0.6207399158738554, "loss_fcos_loc": 0.1955053488491103, "loss_mask": 0.2690775413066149, "loss_maskiou": 0.0063965079716581386, "loss_sem_seg": 0.2748921047896147, "lr": 0.01, "mask_rcnn/accuracy": 0.8840019156939242, "mask_rcnn/false_negative": 0.09674463521930828, "mask_rcnn/false_positive": 0.14677987711312065, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.0, "time": 0.7864911323413253, "total_loss": 1.6154904285940574} {"data_time": 0.015727730467915535, "eta_seconds": 50867.82551608421, "iteration": 204579, "loss_fcos_cls": 0.2555166194215417, "loss_fcos_ctr": 0.6221167920157313, "loss_fcos_loc": 0.20166143192909658, "loss_mask": 0.28349160915240645, "loss_maskiou": 0.006308424290182302, "loss_sem_seg": 0.25709614576771855, "lr": 0.01, "mask_rcnn/accuracy": 0.883939594356261, "mask_rcnn/false_negative": 0.1004732254536492, "mask_rcnn/false_positive": 0.14578652302177836, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 31.0, "time": 0.7755734594538808, "total_loss": 1.6420963211130584} {"data_time": 0.014365077950060368, "eta_seconds": 50845.93356267363, "iteration": 204599, "loss_fcos_cls": 0.23734190198592842, "loss_fcos_ctr": 0.6168311475776136, "loss_fcos_loc": 0.1883923700079322, "loss_mask": 0.26547898119315505, "loss_maskiou": 0.0050846273625211325, "loss_sem_seg": 0.2503504133783281, "lr": 0.01, "mask_rcnn/accuracy": 0.8701350176057401, "mask_rcnn/false_negative": 0.07879002950266892, "mask_rcnn/false_positive": 0.1713433898742722, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 32.0, "time": 0.7707558032125235, "total_loss": 1.6098802750202594} {"data_time": 0.01731564663350582, "eta_seconds": 50836.723683023825, "iteration": 204619, "loss_fcos_cls": 0.26946768863126636, "loss_fcos_ctr": 0.6214473424479365, "loss_fcos_loc": 0.19904202653560787, "loss_mask": 0.26445846538990736, "loss_maskiou": 0.005310584732796997, "loss_sem_seg": 0.29227571096271276, "lr": 0.01, "mask_rcnn/accuracy": 0.891494998828613, "mask_rcnn/false_negative": 0.08261118263512318, "mask_rcnn/false_positive": 0.13500225004188793, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7886056462302804, "total_loss": 1.6400566421289113} {"data_time": 0.016538486815989017, "eta_seconds": 50814.83560786396, "iteration": 204639, "loss_fcos_cls": 0.24645075236912817, "loss_fcos_ctr": 0.6180660463869572, "loss_fcos_loc": 0.19333842559717596, "loss_mask": 0.28141568321734667, "loss_maskiou": 0.0061225993413245305, "loss_sem_seg": 0.2805171909276396, "lr": 0.01, "mask_rcnn/accuracy": 0.8786052822382872, "mask_rcnn/false_negative": 0.10303783485936005, "mask_rcnn/false_positive": 0.13905954414675115, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.5, "time": 0.7736162208020687, "total_loss": 1.6571427619855967} {"data_time": 0.01648884266614914, "eta_seconds": 50796.07435420249, "iteration": 204659, "loss_fcos_cls": 0.27470929734408855, "loss_fcos_ctr": 0.6199461575597525, "loss_fcos_loc": 0.19574899281724356, "loss_mask": 0.2780496207997203, "loss_maskiou": 0.006303119142103242, "loss_sem_seg": 0.2701018154621124, "lr": 0.01, "mask_rcnn/accuracy": 0.885941681360044, "mask_rcnn/false_negative": 0.10478056954931186, "mask_rcnn/false_positive": 0.12521383314924917, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.75, "time": 0.7670854264870286, "total_loss": 1.667402900653542} {"data_time": 0.017152556218206882, "eta_seconds": 50783.7376530543, "iteration": 204679, "loss_fcos_cls": 0.25439993757754564, "loss_fcos_ctr": 0.6190192382782698, "loss_fcos_loc": 0.19672122740303166, "loss_mask": 0.27484761644154787, "loss_maskiou": 0.005751538075855933, "loss_sem_seg": 0.2994757518172264, "lr": 0.01, "mask_rcnn/accuracy": 0.8722297512755102, "mask_rcnn/false_negative": 0.11268133501358549, "mask_rcnn/false_positive": 0.14592538072555644, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7888076147064567, "total_loss": 1.6487212958163582} {"data_time": 0.015444984659552574, "eta_seconds": 50771.9853153415, "iteration": 204699, "loss_fcos_cls": 0.2469611691776663, "loss_fcos_ctr": 0.6181222498416901, "loss_fcos_loc": 0.19506683317013085, "loss_mask": 0.27436877973377705, "loss_maskiou": 0.006154846167191863, "loss_sem_seg": 0.2718736487440765, "lr": 0.01, "mask_rcnn/accuracy": 0.881018987498147, "mask_rcnn/false_negative": 0.10114973348308787, "mask_rcnn/false_positive": 0.12765388176286557, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.25, "time": 0.787727851420641, "total_loss": 1.6272929311890039} {"data_time": 0.015033469535410404, "eta_seconds": 50821.293459632434, "iteration": 204719, "loss_fcos_cls": 0.2583897332660854, "loss_fcos_ctr": 0.621764593757689, "loss_fcos_loc": 0.2015809710137546, "loss_mask": 0.274218974635005, "loss_maskiou": 0.005770245457824785, "loss_sem_seg": 0.28503943304531276, "lr": 0.01, "mask_rcnn/accuracy": 0.8996314539640742, "mask_rcnn/false_negative": 0.08115395977960999, "mask_rcnn/false_positive": 0.11536598795397339, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.805047589354217, "total_loss": 1.64722162635735} {"data_time": 0.015916552394628525, "eta_seconds": 50733.882377521135, "iteration": 204739, "loss_fcos_cls": 0.2576219199690968, "loss_fcos_ctr": 0.6211340297013521, "loss_fcos_loc": 0.19772528763860464, "loss_mask": 0.2812565481290221, "loss_maskiou": 0.0053417620656546205, "loss_sem_seg": 0.26230831118300557, "lr": 0.01, "mask_rcnn/accuracy": 0.8683299162361573, "mask_rcnn/false_negative": 0.08890069981946194, "mask_rcnn/false_positive": 0.18869706284994398, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 40.75, "time": 0.7723728734999895, "total_loss": 1.6525322414236143} {"data_time": 0.015684591606259346, "eta_seconds": 50785.09689562395, "iteration": 204759, "loss_fcos_cls": 0.25027561094611883, "loss_fcos_ctr": 0.6190013093873858, "loss_fcos_loc": 0.19235426385421306, "loss_mask": 0.2635601181536913, "loss_maskiou": 0.006084817665396258, "loss_sem_seg": 0.26939101004973054, "lr": 0.01, "mask_rcnn/accuracy": 0.8803738347190728, "mask_rcnn/false_negative": 0.09305785038878561, "mask_rcnn/false_positive": 0.13531170970292924, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.75, "time": 0.7854249170050025, "total_loss": 1.6105578947608592} {"data_time": 0.016386326402425766, "eta_seconds": 50724.801947126165, "iteration": 204779, "loss_fcos_cls": 0.2427825948689133, "loss_fcos_ctr": 0.622001807205379, "loss_fcos_loc": 0.19959896011278033, "loss_mask": 0.2717225784435868, "loss_maskiou": 0.005593369714915752, "loss_sem_seg": 0.26013040728867054, "lr": 0.01, "mask_rcnn/accuracy": 0.8939287449673747, "mask_rcnn/false_negative": 0.0993029286132188, "mask_rcnn/false_positive": 0.13310287483394323, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.75, "time": 0.7755369143560529, "total_loss": 1.610542615992017} {"data_time": 0.016610962338745594, "eta_seconds": 50774.60135639645, "iteration": 204799, "loss_fcos_cls": 0.24518854799680412, "loss_fcos_ctr": 0.6221354557201266, "loss_fcos_loc": 0.20010299095883965, "loss_mask": 0.2655823715031147, "loss_maskiou": 0.00554394576465711, "loss_sem_seg": 0.28316636965610087, "lr": 0.01, "mask_rcnn/accuracy": 0.867727249258024, "mask_rcnn/false_negative": 0.11343916344610068, "mask_rcnn/false_positive": 0.1363129283595048, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 35.75, "time": 0.7904544547200203, "total_loss": 1.6395581242977642} {"data_time": 0.01562002394348383, "eta_seconds": 50772.3743991293, "iteration": 204819, "loss_fcos_cls": 0.2699332623742521, "loss_fcos_ctr": 0.6226886594668031, "loss_fcos_loc": 0.2019881340675056, "loss_mask": 0.27668389584869146, "loss_maskiou": 0.005737756579037523, "loss_sem_seg": 0.2686920315027237, "lr": 0.01, "mask_rcnn/accuracy": 0.8781159907348992, "mask_rcnn/false_negative": 0.0994433435490722, "mask_rcnn/false_positive": 0.12059901342718404, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7815391113981605, "total_loss": 1.625870725070854} {"data_time": 0.015018992125988007, "eta_seconds": 50722.8230532296, "iteration": 204839, "loss_fcos_cls": 0.24750300613231957, "loss_fcos_ctr": 0.6207035277038813, "loss_fcos_loc": 0.19540785439312458, "loss_mask": 0.2648419616743922, "loss_maskiou": 0.004936875535349827, "loss_sem_seg": 0.2785660233348608, "lr": 0.01, "mask_rcnn/accuracy": 0.8730476156496565, "mask_rcnn/false_negative": 0.11641631229376202, "mask_rcnn/false_positive": 0.13250121312544721, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.75, "time": 0.7674470990896225, "total_loss": 1.604148239675851} {"data_time": 0.015572729520499706, "eta_seconds": 50662.58296618797, "iteration": 204859, "loss_fcos_cls": 0.24735184060409665, "loss_fcos_ctr": 0.6206278083845973, "loss_fcos_loc": 0.1923064172733575, "loss_mask": 0.2685172106139362, "loss_maskiou": 0.005451959412312135, "loss_sem_seg": 0.26686612446792424, "lr": 0.01, "mask_rcnn/accuracy": 0.889822316289153, "mask_rcnn/false_negative": 0.11074152419588143, "mask_rcnn/false_positive": 0.16154191069424112, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.25, "time": 0.7694057337939739, "total_loss": 1.6207213731540833} {"data_time": 0.016997290775179863, "eta_seconds": 50670.3068131702, "iteration": 204879, "loss_fcos_cls": 0.24446671491023153, "loss_fcos_ctr": 0.6208131480962038, "loss_fcos_loc": 0.19188782130368054, "loss_mask": 0.2758095283061266, "loss_maskiou": 0.005028739105910063, "loss_sem_seg": 0.2719500814564526, "lr": 0.01, "mask_rcnn/accuracy": 0.8937765003261579, "mask_rcnn/false_negative": 0.08728403895473745, "mask_rcnn/false_positive": 0.12739699313333716, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.25, "time": 0.7687330394983292, "total_loss": 1.6251688315533102} {"data_time": 0.017064386047422886, "eta_seconds": 50696.72739532776, "iteration": 204899, "loss_fcos_cls": 0.2594223227351904, "loss_fcos_ctr": 0.6227860311046243, "loss_fcos_loc": 0.19708422245457768, "loss_mask": 0.2795067955739796, "loss_maskiou": 0.0052861404947179835, "loss_sem_seg": 0.2727400786243379, "lr": 0.01, "mask_rcnn/accuracy": 0.8831104411461554, "mask_rcnn/false_negative": 0.10499831817869082, "mask_rcnn/false_positive": 0.15140192262175578, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7886453345417976, "total_loss": 1.6685170479249791} {"data_time": 0.015575910918414593, "eta_seconds": 50694.479959953576, "iteration": 204919, "loss_fcos_cls": 0.24947172438260168, "loss_fcos_ctr": 0.6209888732992113, "loss_fcos_loc": 0.20173853682354093, "loss_mask": 0.2713080085813999, "loss_maskiou": 0.0052693189136334695, "loss_sem_seg": 0.3053398737683892, "lr": 0.01, "mask_rcnn/accuracy": 0.8796667876636821, "mask_rcnn/false_negative": 0.09402047848874953, "mask_rcnn/false_positive": 0.16038482039152543, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 29.75, "time": 0.783219919539988, "total_loss": 1.65511467514807} {"data_time": 0.017023145221173763, "eta_seconds": 50653.5408131741, "iteration": 204939, "loss_fcos_cls": 0.2493253261782229, "loss_fcos_ctr": 0.6181113962084055, "loss_fcos_loc": 0.19026532594580203, "loss_mask": 0.27061234414577484, "loss_maskiou": 0.0057138058909913525, "loss_sem_seg": 0.29722180496901274, "lr": 0.01, "mask_rcnn/accuracy": 0.8888008328331333, "mask_rcnn/false_negative": 0.09533055550917326, "mask_rcnn/false_positive": 0.12179760055729771, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.5, "time": 0.7789838956668973, "total_loss": 1.6488530477581662} {"data_time": 0.016505537554621696, "eta_seconds": 50613.63738736231, "iteration": 204959, "loss_fcos_cls": 0.2631321088410914, "loss_fcos_ctr": 0.621733617503196, "loss_fcos_loc": 0.20428189088124782, "loss_mask": 0.2662210250273347, "loss_maskiou": 0.005721905603422783, "loss_sem_seg": 0.29329413129016757, "lr": 0.01, "mask_rcnn/accuracy": 0.8861131287849617, "mask_rcnn/false_negative": 0.1106248649098874, "mask_rcnn/false_positive": 0.11382952258181242, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 32.0, "time": 0.7659329548478127, "total_loss": 1.6657684223901015} {"data_time": 0.01659554522484541, "eta_seconds": 50569.254494780675, "iteration": 204979, "loss_fcos_cls": 0.25148100312799215, "loss_fcos_ctr": 0.6204863144084811, "loss_fcos_loc": 0.196451960131526, "loss_mask": 0.2664018953219056, "loss_maskiou": 0.0060397456800274085, "loss_sem_seg": 0.26328048715367913, "lr": 0.01, "mask_rcnn/accuracy": 0.888646702523374, "mask_rcnn/false_negative": 0.10796639127794586, "mask_rcnn/false_positive": 0.12270271993346915, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7790618259459734, "total_loss": 1.6256667207635473} {"data_time": 0.015190398320555687, "eta_seconds": 50598.275368440896, "iteration": 204999, "loss_fcos_cls": 0.26818539551459253, "loss_fcos_ctr": 0.6200674790889025, "loss_fcos_loc": 0.19529507064726204, "loss_mask": 0.2574144946411252, "loss_maskiou": 0.005739561980590224, "loss_sem_seg": 0.2719797003082931, "lr": 0.01, "mask_rcnn/accuracy": 0.8721200431392069, "mask_rcnn/false_negative": 0.09531376890734458, "mask_rcnn/false_positive": 0.15203401076660333, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 38.25, "time": 0.7883713617920876, "total_loss": 1.638878157675208} {"data_time": 0.016696921549737453, "eta_seconds": 50529.83941611368, "iteration": 205019, "loss_fcos_cls": 0.2490004082210362, "loss_fcos_ctr": 0.6207927060313523, "loss_fcos_loc": 0.20300805568695068, "loss_mask": 0.2660521240904927, "loss_maskiou": 0.005246358945441898, "loss_sem_seg": 0.27999758813530207, "lr": 0.01, "mask_rcnn/accuracy": 0.894682992946626, "mask_rcnn/false_negative": 0.09380679317610655, "mask_rcnn/false_positive": 0.15522086007393576, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 32.0, "time": 0.7610837146639824, "total_loss": 1.6469396666652756} {"data_time": 0.016918419860303402, "eta_seconds": 50514.28722719196, "iteration": 205039, "loss_fcos_cls": 0.25990336132235825, "loss_fcos_ctr": 0.6195338498800993, "loss_fcos_loc": 0.19292609189869836, "loss_mask": 0.25868010614067316, "loss_maskiou": 0.005274596558592748, "loss_sem_seg": 0.26788901444524527, "lr": 0.01, "mask_rcnn/accuracy": 0.8734733348119134, "mask_rcnn/false_negative": 0.10021572912709281, "mask_rcnn/false_positive": 0.1508549408120487, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 31.75, "time": 0.7804920049384236, "total_loss": 1.6276180501445197} {"data_time": 0.01649597194045782, "eta_seconds": 50454.59719999228, "iteration": 205059, "loss_fcos_cls": 0.25922087859362364, "loss_fcos_ctr": 0.621550336945802, "loss_fcos_loc": 0.19939556973986328, "loss_mask": 0.2629674170166254, "loss_maskiou": 0.005186018664971925, "loss_sem_seg": 0.28917541820555925, "lr": 0.01, "mask_rcnn/accuracy": 0.8934311549709124, "mask_rcnn/false_negative": 0.09114756678378289, "mask_rcnn/false_positive": 0.12829791922183303, "roi_head/num_bg_samples": 74.75, "roi_head/num_fg_samples": 29.25, "time": 0.7653675386682153, "total_loss": 1.6296278346708277} {"data_time": 0.015293039381504059, "eta_seconds": 50476.53265121952, "iteration": 205079, "loss_fcos_cls": 0.26381713477894664, "loss_fcos_ctr": 0.6241983752697706, "loss_fcos_loc": 0.2055082619190216, "loss_mask": 0.2767978422343731, "loss_maskiou": 0.005433722963061882, "loss_sem_seg": 0.31224651588127017, "lr": 0.01, "mask_rcnn/accuracy": 0.8809249178140155, "mask_rcnn/false_negative": 0.11587158543838358, "mask_rcnn/false_positive": 0.13561876048104182, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 28.25, "time": 0.7917173262685537, "total_loss": 1.680297407132457} {"data_time": 0.015556097030639648, "eta_seconds": 50425.64460696187, "iteration": 205099, "loss_fcos_cls": 0.2667334156576544, "loss_fcos_ctr": 0.6209323711227626, "loss_fcos_loc": 0.20937279802456032, "loss_mask": 0.2682315958663821, "loss_maskiou": 0.005669624271831708, "loss_sem_seg": 0.28588579350616783, "lr": 0.01, "mask_rcnn/accuracy": 0.8735627403135167, "mask_rcnn/false_negative": 0.09502358586735982, "mask_rcnn/false_positive": 0.13312502229967046, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.5, "time": 0.7762204091995955, "total_loss": 1.6994229052506853} {"data_time": 0.015376758761703968, "eta_seconds": 50423.55973904673, "iteration": 205119, "loss_fcos_cls": 0.2597203131299466, "loss_fcos_ctr": 0.6191065325401723, "loss_fcos_loc": 0.19426295743323863, "loss_mask": 0.2670129621401429, "loss_maskiou": 0.005475808458868414, "loss_sem_seg": 0.29694215033669025, "lr": 0.01, "mask_rcnn/accuracy": 0.882374929138322, "mask_rcnn/false_negative": 0.06756144078815773, "mask_rcnn/false_positive": 0.16462315331432878, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.0, "time": 0.7750227125361562, "total_loss": 1.657061516707472} {"data_time": 0.015241122804582119, "eta_seconds": 50422.09806601796, "iteration": 205139, "loss_fcos_cls": 0.25791761465370655, "loss_fcos_ctr": 0.6233394755981863, "loss_fcos_loc": 0.199683632934466, "loss_mask": 0.27774261916056275, "loss_maskiou": 0.005517905519809574, "loss_sem_seg": 0.313124296721071, "lr": 0.01, "mask_rcnn/accuracy": 0.8710754440665155, "mask_rcnn/false_negative": 0.10221841950368257, "mask_rcnn/false_positive": 0.15139277779562405, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 27.5, "time": 0.7846164964139462, "total_loss": 1.6687181784654967} {"data_time": 0.015617197379469872, "eta_seconds": 50379.02685567271, "iteration": 205159, "loss_fcos_cls": 0.2542142969323322, "loss_fcos_ctr": 0.6179390661418438, "loss_fcos_loc": 0.200024482794106, "loss_mask": 0.26584926061332226, "loss_maskiou": 0.005866788771527354, "loss_sem_seg": 0.2517678029835224, "lr": 0.01, "mask_rcnn/accuracy": 0.8654747533579759, "mask_rcnn/false_negative": 0.09328062624866995, "mask_rcnn/false_positive": 0.1603839666099427, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7716515269130468, "total_loss": 1.6146284971619025} {"data_time": 0.018736721947789192, "eta_seconds": 50361.36562573258, "iteration": 205179, "loss_fcos_cls": 0.2650046239141375, "loss_fcos_ctr": 0.6217300612479448, "loss_fcos_loc": 0.20246097119525075, "loss_mask": 0.26681431429460645, "loss_maskiou": 0.005582591227721423, "loss_sem_seg": 0.2860112567432225, "lr": 0.01, "mask_rcnn/accuracy": 0.8816841856807843, "mask_rcnn/false_negative": 0.10543101456483384, "mask_rcnn/false_positive": 0.1466656581248516, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 37.5, "time": 0.7858570674434304, "total_loss": 1.6684111467147886} {"data_time": 0.01649443618953228, "eta_seconds": 50345.82703002263, "iteration": 205199, "loss_fcos_cls": 0.26621352252550423, "loss_fcos_ctr": 0.6227466338314116, "loss_fcos_loc": 0.20312268752604723, "loss_mask": 0.2809990174137056, "loss_maskiou": 0.006093924297601916, "loss_sem_seg": 0.250716183334589, "lr": 0.01, "mask_rcnn/accuracy": 0.8931218506373518, "mask_rcnn/false_negative": 0.08380795266489788, "mask_rcnn/false_positive": 0.11323640073217198, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.7785993181169033, "total_loss": 1.6387754136376316} {"data_time": 0.016304336488246918, "eta_seconds": 50322.535529994406, "iteration": 205219, "loss_fcos_cls": 0.26135598635300994, "loss_fcos_ctr": 0.6237033950164914, "loss_fcos_loc": 0.20462770661106333, "loss_mask": 0.27971780579537153, "loss_maskiou": 0.006188516286783852, "loss_sem_seg": 0.25678633339703083, "lr": 0.01, "mask_rcnn/accuracy": 0.8799336365958335, "mask_rcnn/false_negative": 0.10105787851533836, "mask_rcnn/false_positive": 0.1464040495314382, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.768476246856153, "total_loss": 1.6484856135502923} {"data_time": 0.015348149463534355, "eta_seconds": 50306.99932785798, "iteration": 205239, "loss_fcos_cls": 0.26644061389379203, "loss_fcos_ctr": 0.6234207525849342, "loss_fcos_loc": 0.20052764052525163, "loss_mask": 0.2687386116012931, "loss_maskiou": 0.005934961256571114, "loss_sem_seg": 0.2987496741116047, "lr": 0.01, "mask_rcnn/accuracy": 0.880685542446145, "mask_rcnn/false_negative": 0.09844857771220202, "mask_rcnn/false_positive": 0.14369644997452852, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.5, "time": 0.7859510807320476, "total_loss": 1.6411190820945194} {"data_time": 0.016736328601837158, "eta_seconds": 50299.21124289278, "iteration": 205259, "loss_fcos_cls": 0.2616616098675877, "loss_fcos_ctr": 0.6152894124388695, "loss_fcos_loc": 0.1911053864751011, "loss_mask": 0.25859095249325037, "loss_maskiou": 0.00488180074171396, "loss_sem_seg": 0.2774945227429271, "lr": 0.01, "mask_rcnn/accuracy": 0.868517848642604, "mask_rcnn/false_negative": 0.1042338590277693, "mask_rcnn/false_positive": 0.14421001170160352, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.5, "time": 0.7744959145784378, "total_loss": 1.635114961049112} {"data_time": 0.016996674239635468, "eta_seconds": 50308.788323516026, "iteration": 205279, "loss_fcos_cls": 0.26360158948227763, "loss_fcos_ctr": 0.6182113913819194, "loss_fcos_loc": 0.19937826949171722, "loss_mask": 0.26461216947063804, "loss_maskiou": 0.006210797098901821, "loss_sem_seg": 0.27185441949404776, "lr": 0.01, "mask_rcnn/accuracy": 0.8994759139251092, "mask_rcnn/false_negative": 0.08598838582241025, "mask_rcnn/false_positive": 0.10623735234675166, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7843625955283642, "total_loss": 1.6184876643528696} {"data_time": 0.015371154993772507, "eta_seconds": 50311.257935282774, "iteration": 205299, "loss_fcos_cls": 0.2554919726680964, "loss_fcos_ctr": 0.6217758823186159, "loss_fcos_loc": 0.19687563879415393, "loss_mask": 0.26394348684698343, "loss_maskiou": 0.005538871730095707, "loss_sem_seg": 0.27229586243629456, "lr": 0.01, "mask_rcnn/accuracy": 0.8860982925009626, "mask_rcnn/false_negative": 0.08861456522023423, "mask_rcnn/false_positive": 0.1393338140239128, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.75, "time": 0.78827756177634, "total_loss": 1.6168132159291417} {"data_time": 0.016404762864112854, "eta_seconds": 50312.863306110725, "iteration": 205319, "loss_fcos_cls": 0.24849312147125602, "loss_fcos_ctr": 0.619332012720406, "loss_fcos_loc": 0.18406558129936457, "loss_mask": 0.2771776570007205, "loss_maskiou": 0.006221103663847316, "loss_sem_seg": 0.2760433591902256, "lr": 0.01, "mask_rcnn/accuracy": 0.9036293149016363, "mask_rcnn/false_negative": 0.07852005100926801, "mask_rcnn/false_positive": 0.11445716380636994, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7804971234872937, "total_loss": 1.6064438265784702} {"data_time": 0.015768898651003838, "eta_seconds": 50314.49612572696, "iteration": 205339, "loss_fcos_cls": 0.24820693139918149, "loss_fcos_ctr": 0.618540296331048, "loss_fcos_loc": 0.1942030133213848, "loss_mask": 0.2669944679364562, "loss_maskiou": 0.00553207049597404, "loss_sem_seg": 0.26257700845599174, "lr": 0.01, "mask_rcnn/accuracy": 0.8790641256502602, "mask_rcnn/false_negative": 0.09286975742258835, "mask_rcnn/false_positive": 0.15119841197598216, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 28.0, "time": 0.7789988843724132, "total_loss": 1.608405106169812} {"data_time": 0.016827400773763657, "eta_seconds": 50246.60289582051, "iteration": 205359, "loss_fcos_cls": 0.2526370615232736, "loss_fcos_ctr": 0.6219608969986439, "loss_fcos_loc": 0.19749892898835242, "loss_mask": 0.2768806489184499, "loss_maskiou": 0.005659882343024947, "loss_sem_seg": 0.25448261480778456, "lr": 0.01, "mask_rcnn/accuracy": 0.8850409720945436, "mask_rcnn/false_negative": 0.09925412414136131, "mask_rcnn/false_positive": 0.11609396542581397, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 28.5, "time": 0.7715282514691353, "total_loss": 1.5800278800306842} {"data_time": 0.016021202318370342, "eta_seconds": 50208.09510094579, "iteration": 205379, "loss_fcos_cls": 0.2479816908016801, "loss_fcos_ctr": 0.6207850631326437, "loss_fcos_loc": 0.20226267469115555, "loss_mask": 0.2740095295011997, "loss_maskiou": 0.005263661834760569, "loss_sem_seg": 0.26730784494429827, "lr": 0.01, "mask_rcnn/accuracy": 0.8900711600429645, "mask_rcnn/false_negative": 0.09000415926820853, "mask_rcnn/false_positive": 0.1250251257953498, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7591656493023038, "total_loss": 1.6250605894601904} {"data_time": 0.016168907284736633, "eta_seconds": 50194.16338230856, "iteration": 205399, "loss_fcos_cls": 0.25866283429786563, "loss_fcos_ctr": 0.6193247037008405, "loss_fcos_loc": 0.19071289733983576, "loss_mask": 0.268048114143312, "loss_maskiou": 0.005364006821764633, "loss_sem_seg": 0.2965354039333761, "lr": 0.01, "mask_rcnn/accuracy": 0.9060924369747899, "mask_rcnn/false_negative": 0.08140512862567512, "mask_rcnn/false_positive": 0.12782060177057852, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.780261293053627, "total_loss": 1.6095426416723058} {"data_time": 0.016518388874828815, "eta_seconds": 50181.93898785487, "iteration": 205419, "loss_fcos_cls": 0.2599951691227034, "loss_fcos_ctr": 0.6195186339318752, "loss_fcos_loc": 0.19314478489104658, "loss_mask": 0.26171323098242283, "loss_maskiou": 0.005515461627510376, "loss_sem_seg": 0.311363257933408, "lr": 0.01, "mask_rcnn/accuracy": 0.8854846880346275, "mask_rcnn/false_negative": 0.08710227174137825, "mask_rcnn/false_positive": 0.14813913504922688, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7796300016343594, "total_loss": 1.6336145765089896} {"data_time": 0.01557142287492752, "eta_seconds": 50209.12177632563, "iteration": 205439, "loss_fcos_cls": 0.25045023555867374, "loss_fcos_ctr": 0.6188003309071064, "loss_fcos_loc": 0.19234415935352445, "loss_mask": 0.2626106278039515, "loss_maskiou": 0.004985392195521854, "loss_sem_seg": 0.28082888247445226, "lr": 0.01, "mask_rcnn/accuracy": 0.8766980801616145, "mask_rcnn/false_negative": 0.09653913930536137, "mask_rcnn/false_positive": 0.1489013584733802, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 28.75, "time": 0.7862929021939635, "total_loss": 1.5944534261725494} {"data_time": 0.014366216026246548, "eta_seconds": 50196.054574849084, "iteration": 205459, "loss_fcos_cls": 0.25832546409219503, "loss_fcos_ctr": 0.620166951790452, "loss_fcos_loc": 0.20008828584104776, "loss_mask": 0.27113902289420366, "loss_maskiou": 0.005418835877208039, "loss_sem_seg": 0.25874612340703607, "lr": 0.01, "mask_rcnn/accuracy": 0.8898893438954529, "mask_rcnn/false_negative": 0.08588840848696713, "mask_rcnn/false_positive": 0.13082074094195592, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7714629042893648, "total_loss": 1.6240528010675916} {"data_time": 0.015645704232156277, "eta_seconds": 50188.4054571446, "iteration": 205479, "loss_fcos_cls": 0.2533515361137688, "loss_fcos_ctr": 0.6209215298295021, "loss_fcos_loc": 0.19632325926795602, "loss_mask": 0.26221789605915546, "loss_maskiou": 0.004765308331116103, "loss_sem_seg": 0.2744557298719883, "lr": 0.01, "mask_rcnn/accuracy": 0.891814138446076, "mask_rcnn/false_negative": 0.089940197602531, "mask_rcnn/false_positive": 0.13186760338948614, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.780026969499886, "total_loss": 1.6102120125906367} {"data_time": 0.017617203295230865, "eta_seconds": 50189.995740949176, "iteration": 205499, "loss_fcos_cls": 0.25782351568341255, "loss_fcos_ctr": 0.6208693478256464, "loss_fcos_loc": 0.19390162988565862, "loss_mask": 0.2744012884795666, "loss_maskiou": 0.006026985531207174, "loss_sem_seg": 0.2839871214237064, "lr": 0.01, "mask_rcnn/accuracy": 0.8554577563886074, "mask_rcnn/false_negative": 0.10635367806898935, "mask_rcnn/false_positive": 0.17245884532872796, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.25, "time": 0.770086164586246, "total_loss": 1.633570844263886} {"data_time": 0.016664867289364338, "eta_seconds": 50176.922073312104, "iteration": 205519, "loss_fcos_cls": 0.24993286235257983, "loss_fcos_ctr": 0.6217637183144689, "loss_fcos_loc": 0.19763316866010427, "loss_mask": 0.2654716204851866, "loss_maskiou": 0.005406998850048694, "loss_sem_seg": 0.24320415500551462, "lr": 0.01, "mask_rcnn/accuracy": 0.8863944798281616, "mask_rcnn/false_negative": 0.07945846606335599, "mask_rcnn/false_positive": 0.14220085466821938, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.0, "time": 0.774931825697422, "total_loss": 1.5746770555660987} {"data_time": 0.016532852314412594, "eta_seconds": 50133.83545264788, "iteration": 205539, "loss_fcos_cls": 0.25411845376947895, "loss_fcos_ctr": 0.6217889888212085, "loss_fcos_loc": 0.19938604126218706, "loss_mask": 0.2752310121431947, "loss_maskiou": 0.005702889071471873, "loss_sem_seg": 0.2697339318692684, "lr": 0.01, "mask_rcnn/accuracy": 0.8896052372561928, "mask_rcnn/false_negative": 0.08193208005520847, "mask_rcnn/false_positive": 0.12883774443704937, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.0, "time": 0.7572148013859987, "total_loss": 1.6428683844460465} {"data_time": 0.018012643791735172, "eta_seconds": 50069.84539742954, "iteration": 205559, "loss_fcos_cls": 0.25826048105955124, "loss_fcos_ctr": 0.6237678825855255, "loss_fcos_loc": 0.20203052938450128, "loss_mask": 0.28529444709420204, "loss_maskiou": 0.005788291557109915, "loss_sem_seg": 0.26170304603874683, "lr": 0.01, "mask_rcnn/accuracy": 0.8759841530420799, "mask_rcnn/false_negative": 0.10984626937491834, "mask_rcnn/false_positive": 0.13731111333666962, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 37.0, "time": 0.7672248343005776, "total_loss": 1.6540035739162704} {"data_time": 0.015845302492380142, "eta_seconds": 50089.54508959316, "iteration": 205579, "loss_fcos_cls": 0.2590626045130193, "loss_fcos_ctr": 0.6191496220417321, "loss_fcos_loc": 0.2002765123033896, "loss_mask": 0.2635798593983054, "loss_maskiou": 0.005584270053077489, "loss_sem_seg": 0.2723996792919934, "lr": 0.01, "mask_rcnn/accuracy": 0.9023975661693249, "mask_rcnn/false_negative": 0.10742837783286682, "mask_rcnn/false_positive": 0.11320136737237754, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 31.75, "time": 0.7890383908525109, "total_loss": 1.6107066288459464} {"data_time": 0.018745402805507183, "eta_seconds": 50073.99440112524, "iteration": 205599, "loss_fcos_cls": 0.24868115258868784, "loss_fcos_ctr": 0.6214106576517224, "loss_fcos_loc": 0.19784776511369273, "loss_mask": 0.2556759403087199, "loss_maskiou": 0.005200844236242119, "loss_sem_seg": 0.310995974810794, "lr": 0.01, "mask_rcnn/accuracy": 0.8759702241552358, "mask_rcnn/false_negative": 0.09108973253688846, "mask_rcnn/false_positive": 0.14557733689681568, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.25, "time": 0.7724552052095532, "total_loss": 1.615144742972916} {"data_time": 0.014813821762800217, "eta_seconds": 50044.5002558101, "iteration": 205619, "loss_fcos_cls": 0.24938936659600586, "loss_fcos_ctr": 0.6209047362208366, "loss_fcos_loc": 0.20419559173751622, "loss_mask": 0.27656618412584066, "loss_maskiou": 0.0060805258981417865, "loss_sem_seg": 0.28037916496396065, "lr": 0.01, "mask_rcnn/accuracy": 0.8919630570117956, "mask_rcnn/false_negative": 0.0807092271849027, "mask_rcnn/false_positive": 0.15175628028614474, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.25, "time": 0.7775931572541595, "total_loss": 1.6428080814221175} {"data_time": 0.016738979145884514, "eta_seconds": 50061.581383096054, "iteration": 205639, "loss_fcos_cls": 0.2388330432586372, "loss_fcos_ctr": 0.6175032174214721, "loss_fcos_loc": 0.18914064415730536, "loss_mask": 0.2688327790237963, "loss_maskiou": 0.0057487808662699535, "loss_sem_seg": 0.24723841482773423, "lr": 0.01, "mask_rcnn/accuracy": 0.8836140030336459, "mask_rcnn/false_negative": 0.09926776469828791, "mask_rcnn/false_positive": 0.12320045791888523, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7842456270009279, "total_loss": 1.5487491413550742} {"data_time": 0.01591742318123579, "eta_seconds": 50077.67071353737, "iteration": 205659, "loss_fcos_cls": 0.2513883726205677, "loss_fcos_ctr": 0.6198560604825616, "loss_fcos_loc": 0.20537826709914953, "loss_mask": 0.27041215263307095, "loss_maskiou": 0.005544759922486264, "loss_sem_seg": 0.27800383139401674, "lr": 0.01, "mask_rcnn/accuracy": 0.8881339509488007, "mask_rcnn/false_negative": 0.10181253349772279, "mask_rcnn/false_positive": 0.14458506894785378, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 30.5, "time": 0.7866640640422702, "total_loss": 1.628034648107132} {"data_time": 0.015731985680758953, "eta_seconds": 50062.10438080598, "iteration": 205679, "loss_fcos_cls": 0.26558411633595824, "loss_fcos_ctr": 0.6208747080527246, "loss_fcos_loc": 0.2015607999637723, "loss_mask": 0.2677783416584134, "loss_maskiou": 0.005705898285668809, "loss_sem_seg": 0.3043380812741816, "lr": 0.01, "mask_rcnn/accuracy": 0.8603163329725829, "mask_rcnn/false_negative": 0.12327442615105333, "mask_rcnn/false_positive": 0.15743968084779125, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.5, "time": 0.790205106139183, "total_loss": 1.6683124496557866} {"data_time": 0.01674030814319849, "eta_seconds": 50036.85219267756, "iteration": 205699, "loss_fcos_cls": 0.2670736778527498, "loss_fcos_ctr": 0.6215374423190951, "loss_fcos_loc": 0.1964806872420013, "loss_mask": 0.2744093919172883, "loss_maskiou": 0.005217522197199287, "loss_sem_seg": 0.3074235897511244, "lr": 0.01, "mask_rcnn/accuracy": 0.864936895810956, "mask_rcnn/false_negative": 0.10763820330745799, "mask_rcnn/false_positive": 0.17673169767449654, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 35.0, "time": 0.7695832485333085, "total_loss": 1.6679112706624437} {"data_time": 0.01583158690482378, "eta_seconds": 50021.28887260705, "iteration": 205719, "loss_fcos_cls": 0.2598694642074406, "loss_fcos_ctr": 0.6216302746906877, "loss_fcos_loc": 0.2009800912346691, "loss_mask": 0.27514973655343056, "loss_maskiou": 0.005800003098556772, "loss_sem_seg": 0.28855256363749504, "lr": 0.01, "mask_rcnn/accuracy": 0.8698645616783298, "mask_rcnn/false_negative": 0.09716078022063898, "mask_rcnn/false_positive": 0.16642483252389095, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.7818291243165731, "total_loss": 1.660968194133602} {"data_time": 0.01511803362518549, "eta_seconds": 50029.1371427197, "iteration": 205739, "loss_fcos_cls": 0.25369731383398175, "loss_fcos_ctr": 0.6200119687709957, "loss_fcos_loc": 0.1977137679932639, "loss_mask": 0.27263951674103737, "loss_maskiou": 0.005179030493309256, "loss_sem_seg": 0.26326631754636765, "lr": 0.01, "mask_rcnn/accuracy": 0.8766834315391067, "mask_rcnn/false_negative": 0.11323351033485328, "mask_rcnn/false_positive": 0.16121830861226738, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.0, "time": 0.7903573773801327, "total_loss": 1.6254394980205689} {"data_time": 0.015568110160529613, "eta_seconds": 49978.593379798345, "iteration": 205759, "loss_fcos_cls": 0.2600586977787316, "loss_fcos_ctr": 0.6179569540545344, "loss_fcos_loc": 0.19449989835266024, "loss_mask": 0.27375162579119205, "loss_maskiou": 0.006077610873035155, "loss_sem_seg": 0.2877098163589835, "lr": 0.01, "mask_rcnn/accuracy": 0.8796520873526095, "mask_rcnn/false_negative": 0.10187621320819831, "mask_rcnn/false_positive": 0.13761191471200512, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 28.25, "time": 0.7404480632394552, "total_loss": 1.6213696190316114} {"data_time": 0.016228219494223595, "eta_seconds": 49983.94447730575, "iteration": 205779, "loss_fcos_cls": 0.2638605758547783, "loss_fcos_ctr": 0.6215976309031248, "loss_fcos_loc": 0.19911806663731113, "loss_mask": 0.2605129168368876, "loss_maskiou": 0.004799551054020412, "loss_sem_seg": 0.2982588103041053, "lr": 0.01, "mask_rcnn/accuracy": 0.8766146339488177, "mask_rcnn/false_negative": 0.09834119769387593, "mask_rcnn/false_positive": 0.15533743335469177, "roi_head/num_bg_samples": 76.0, "roi_head/num_fg_samples": 23.0, "time": 0.7804530272260308, "total_loss": 1.6396518379988265} {"data_time": 0.015673428773880005, "eta_seconds": 49940.09849994164, "iteration": 205799, "loss_fcos_cls": 0.2589127646642737, "loss_fcos_ctr": 0.6211827453225851, "loss_fcos_loc": 0.1947083433624357, "loss_mask": 0.2565973913297057, "loss_maskiou": 0.005248846180620603, "loss_sem_seg": 0.27140279952436686, "lr": 0.01, "mask_rcnn/accuracy": 0.8894314868804665, "mask_rcnn/false_negative": 0.0939903937058306, "mask_rcnn/false_positive": 0.14322849873070867, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7688156524673104, "total_loss": 1.6088840189258917} {"data_time": 0.01590059883892536, "eta_seconds": 49874.240305591375, "iteration": 205819, "loss_fcos_cls": 0.2506999282632023, "loss_fcos_ctr": 0.6193993650376797, "loss_fcos_loc": 0.201365775836166, "loss_mask": 0.25468721706420183, "loss_maskiou": 0.004934845921525266, "loss_sem_seg": 0.25246678630355746, "lr": 0.01, "mask_rcnn/accuracy": 0.8989021501457726, "mask_rcnn/false_negative": 0.0858696321790551, "mask_rcnn/false_positive": 0.11423873932685816, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 23.75, "time": 0.7661407506093383, "total_loss": 1.6170069600921124} {"data_time": 0.015556813217699528, "eta_seconds": 49884.14576772787, "iteration": 205839, "loss_fcos_cls": 0.2668251972645521, "loss_fcos_ctr": 0.6218684073537588, "loss_fcos_loc": 0.19625751266721636, "loss_mask": 0.2723228884860873, "loss_maskiou": 0.005422326154075563, "loss_sem_seg": 0.3071997566148639, "lr": 0.01, "mask_rcnn/accuracy": 0.8897002551020408, "mask_rcnn/false_negative": 0.07945607813112962, "mask_rcnn/false_positive": 0.127557510900552, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 24.0, "time": 0.7816378260031343, "total_loss": 1.6652540666618734} {"data_time": 0.015287128277122974, "eta_seconds": 49893.426237671636, "iteration": 205859, "loss_fcos_cls": 0.26464792946353555, "loss_fcos_ctr": 0.6215524720028043, "loss_fcos_loc": 0.20019002188928425, "loss_mask": 0.26435293536633253, "loss_maskiou": 0.0060202640561328735, "loss_sem_seg": 0.3000095565803349, "lr": 0.01, "mask_rcnn/accuracy": 0.8929512560232427, "mask_rcnn/false_negative": 0.09077550409517622, "mask_rcnn/false_positive": 0.13986556766061817, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 27.5, "time": 0.7834026664495468, "total_loss": 1.6504530715246801} {"data_time": 0.01812376081943512, "eta_seconds": 49906.1133247586, "iteration": 205879, "loss_fcos_cls": 0.2519506092648953, "loss_fcos_ctr": 0.6203246461227536, "loss_fcos_loc": 0.19494450953789055, "loss_mask": 0.26971039082854986, "loss_maskiou": 0.0057648980982776266, "loss_sem_seg": 0.23972495005000383, "lr": 0.01, "mask_rcnn/accuracy": 0.8898599274874786, "mask_rcnn/false_negative": 0.10842264057684535, "mask_rcnn/false_positive": 0.11724497300882303, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.25, "time": 0.7961915303021669, "total_loss": 1.6036642415601818} {"data_time": 0.01611704658716917, "eta_seconds": 49869.67535123136, "iteration": 205899, "loss_fcos_cls": 0.25310309091582894, "loss_fcos_ctr": 0.621223411988467, "loss_fcos_loc": 0.1958961464697495, "loss_mask": 0.28645209316164255, "loss_maskiou": 0.0057690343164722435, "loss_sem_seg": 0.28308707755059004, "lr": 0.01, "mask_rcnn/accuracy": 0.8702941986441433, "mask_rcnn/false_negative": 0.1236202720970051, "mask_rcnn/false_positive": 0.14545331331319195, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 33.75, "time": 0.7796766757965088, "total_loss": 1.6595685402207891} {"data_time": 0.01647145487368107, "eta_seconds": 49865.655671902, "iteration": 205919, "loss_fcos_cls": 0.24372125911759213, "loss_fcos_ctr": 0.6179571114480495, "loss_fcos_loc": 0.19626173109281808, "loss_mask": 0.2644853056408465, "loss_maskiou": 0.005793574528070167, "loss_sem_seg": 0.28948422195389867, "lr": 0.01, "mask_rcnn/accuracy": 0.8810449179671869, "mask_rcnn/false_negative": 0.10038394284262475, "mask_rcnn/false_positive": 0.14855009852245096, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.75, "time": 0.7800420597195625, "total_loss": 1.6377850143617252} {"data_time": 0.019613792188465595, "eta_seconds": 49859.414633230306, "iteration": 205939, "loss_fcos_cls": 0.2625561694148928, "loss_fcos_ctr": 0.6202891804277897, "loss_fcos_loc": 0.18823197166784666, "loss_mask": 0.2605223301798105, "loss_maskiou": 0.005322653763869312, "loss_sem_seg": 0.27562301931902766, "lr": 0.01, "mask_rcnn/accuracy": 0.8969865724067405, "mask_rcnn/false_negative": 0.09051879563286555, "mask_rcnn/false_positive": 0.12607323062795367, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7832425544038415, "total_loss": 1.6164635096502025} {"data_time": 0.018010233528912067, "eta_seconds": 49864.84971638303, "iteration": 205959, "loss_fcos_cls": 0.25833339150995016, "loss_fcos_ctr": 0.620548221282661, "loss_fcos_loc": 0.193356919917278, "loss_mask": 0.28234565537422895, "loss_maskiou": 0.005352394378860481, "loss_sem_seg": 0.2935749674215913, "lr": 0.01, "mask_rcnn/accuracy": 0.8875106012554275, "mask_rcnn/false_negative": 0.09970969176857225, "mask_rcnn/false_positive": 0.1400070603182596, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7939410740509629, "total_loss": 1.648542741255369} {"data_time": 0.0165308378636837, "eta_seconds": 49842.289864989, "iteration": 205979, "loss_fcos_cls": 0.2614650174509734, "loss_fcos_ctr": 0.6196182454004884, "loss_fcos_loc": 0.19319305871613324, "loss_mask": 0.2736143618822098, "loss_maskiou": 0.005921968891925644, "loss_sem_seg": 0.2952200723811984, "lr": 0.01, "mask_rcnn/accuracy": 0.8457274374938579, "mask_rcnn/false_negative": 0.12859139481502618, "mask_rcnn/false_positive": 0.16853865400464912, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7693418012931943, "total_loss": 1.6340266812912887} {"data_time": 0.0154295414686203, "eta_seconds": 49812.715941702016, "iteration": 205999, "loss_fcos_cls": 0.24876288190716878, "loss_fcos_ctr": 0.6157982456497848, "loss_fcos_loc": 0.18364845821633935, "loss_mask": 0.2524184356443584, "loss_maskiou": 0.005040512507548556, "loss_sem_seg": 0.2939120647497475, "lr": 0.01, "mask_rcnn/accuracy": 0.8940502168491544, "mask_rcnn/false_negative": 0.08837736973853207, "mask_rcnn/false_positive": 0.11016485468171322, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7580076633021235, "total_loss": 1.6333908089945908} {"data_time": 0.01741682831197977, "eta_seconds": 49818.1313487282, "iteration": 206019, "loss_fcos_cls": 0.2681078212335706, "loss_fcos_ctr": 0.6192426886409521, "loss_fcos_loc": 0.20125320029910654, "loss_mask": 0.26651271246373653, "loss_maskiou": 0.005301363780745305, "loss_sem_seg": 0.3073000181466341, "lr": 0.01, "mask_rcnn/accuracy": 0.8811192074809103, "mask_rcnn/false_negative": 0.11211176029368573, "mask_rcnn/false_positive": 0.12674561481150812, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.0, "time": 0.793743978254497, "total_loss": 1.7025694467156427} {"data_time": 0.016113074496388435, "eta_seconds": 49795.57804555632, "iteration": 206039, "loss_fcos_cls": 0.2627916701603681, "loss_fcos_ctr": 0.6219583810307086, "loss_fcos_loc": 0.20548322128888685, "loss_mask": 0.26748541183769703, "loss_maskiou": 0.005699766406905837, "loss_sem_seg": 0.27942384663037956, "lr": 0.01, "mask_rcnn/accuracy": 0.9013158211397767, "mask_rcnn/false_negative": 0.08455265356950334, "mask_rcnn/false_positive": 0.10370641176429768, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.0, "time": 0.7786688208580017, "total_loss": 1.6266054414809332} {"data_time": 0.016517971642315388, "eta_seconds": 49803.17340255622, "iteration": 206059, "loss_fcos_cls": 0.26649234583601356, "loss_fcos_ctr": 0.6196366148069501, "loss_fcos_loc": 0.19762701366562396, "loss_mask": 0.26787091325968504, "loss_maskiou": 0.005277718941215426, "loss_sem_seg": 0.2952862586826086, "lr": 0.01, "mask_rcnn/accuracy": 0.8917909528883954, "mask_rcnn/false_negative": 0.09813557788035115, "mask_rcnn/false_positive": 0.1321752427584496, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.25, "time": 0.7875755550339818, "total_loss": 1.6651756622159155} {"data_time": 0.01427829172462225, "eta_seconds": 49787.59555003513, "iteration": 206079, "loss_fcos_cls": 0.2686769007705152, "loss_fcos_ctr": 0.6214557206258178, "loss_fcos_loc": 0.20555025292560458, "loss_mask": 0.2692396556958556, "loss_maskiou": 0.005467518960358575, "loss_sem_seg": 0.29467200953513384, "lr": 0.01, "mask_rcnn/accuracy": 0.8834703502047585, "mask_rcnn/false_negative": 0.08926472936657995, "mask_rcnn/false_positive": 0.1250943382425424, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.25, "time": 0.784635997377336, "total_loss": 1.6758053223238676} {"data_time": 0.01616048254072666, "eta_seconds": 49780.731866615824, "iteration": 206099, "loss_fcos_cls": 0.25792921567335725, "loss_fcos_ctr": 0.6203354252502322, "loss_fcos_loc": 0.1919422645587474, "loss_mask": 0.26612656051293015, "loss_maskiou": 0.004988502303604037, "loss_sem_seg": 0.28120092558674514, "lr": 0.01, "mask_rcnn/accuracy": 0.8839955073894916, "mask_rcnn/false_negative": 0.10711347803310706, "mask_rcnn/false_positive": 0.13811471007569748, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7801628680899739, "total_loss": 1.6450773634423967} {"data_time": 0.015063718892633915, "eta_seconds": 49765.15128669795, "iteration": 206119, "loss_fcos_cls": 0.2482542002107948, "loss_fcos_ctr": 0.6224919697269797, "loss_fcos_loc": 0.20383896259590983, "loss_mask": 0.27520628180354834, "loss_maskiou": 0.0054544822705793194, "loss_sem_seg": 0.279904788127169, "lr": 0.01, "mask_rcnn/accuracy": 0.8653367597038816, "mask_rcnn/false_negative": 0.10702198100412538, "mask_rcnn/false_positive": 0.15824277763566494, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.7790083242580295, "total_loss": 1.6482571035448927} {"data_time": 0.01575410459190607, "eta_seconds": 49740.86199247185, "iteration": 206139, "loss_fcos_cls": 0.25796020741108805, "loss_fcos_ctr": 0.6230468163266778, "loss_fcos_loc": 0.19786377646960318, "loss_mask": 0.2671779487282038, "loss_maskiou": 0.00545210294512799, "loss_sem_seg": 0.27335952513385564, "lr": 0.01, "mask_rcnn/accuracy": 0.9007241159693186, "mask_rcnn/false_negative": 0.08495919755197698, "mask_rcnn/false_positive": 0.1054977523876254, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.25, "time": 0.7790862331166863, "total_loss": 1.634679323702585} {"data_time": 0.01586824841797352, "eta_seconds": 49733.99012686219, "iteration": 206159, "loss_fcos_cls": 0.2516937581822276, "loss_fcos_ctr": 0.6193512436002493, "loss_fcos_loc": 0.19616174133261666, "loss_mask": 0.27352404315024614, "loss_maskiou": 0.005462243279907852, "loss_sem_seg": 0.27325290394946933, "lr": 0.01, "mask_rcnn/accuracy": 0.878787284144427, "mask_rcnn/false_negative": 0.0853623829025505, "mask_rcnn/false_positive": 0.12908499181275873, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.75, "time": 0.776297396980226, "total_loss": 1.6234387825243175} {"data_time": 0.015324763022363186, "eta_seconds": 49739.12503542192, "iteration": 206179, "loss_fcos_cls": 0.25237550120800734, "loss_fcos_ctr": 0.6205441425554454, "loss_fcos_loc": 0.19525928411167115, "loss_mask": 0.2666208790615201, "loss_maskiou": 0.005220797233050689, "loss_sem_seg": 0.3064103901851922, "lr": 0.01, "mask_rcnn/accuracy": 0.8741598802982732, "mask_rcnn/false_negative": 0.10882041000245618, "mask_rcnn/false_positive": 0.12460714531690385, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.25, "time": 0.7844486320391297, "total_loss": 1.6725801335269352} {"data_time": 0.014722604304552078, "eta_seconds": 49730.08502118476, "iteration": 206199, "loss_fcos_cls": 0.2691789304371923, "loss_fcos_ctr": 0.6205105064436793, "loss_fcos_loc": 0.19936390302609652, "loss_mask": 0.2699066703207791, "loss_maskiou": 0.006288588439929299, "loss_sem_seg": 0.2866760562174022, "lr": 0.01, "mask_rcnn/accuracy": 0.8945726728191277, "mask_rcnn/false_negative": 0.08135490577681995, "mask_rcnn/false_positive": 0.12390705152777716, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.5, "time": 0.7794795846566558, "total_loss": 1.7043587447760729} {"data_time": 0.01580014731734991, "eta_seconds": 49733.72336435411, "iteration": 206219, "loss_fcos_cls": 0.26886744797229767, "loss_fcos_ctr": 0.6215983731672168, "loss_fcos_loc": 0.19901247648522258, "loss_mask": 0.2722223987802863, "loss_maskiou": 0.006283891896600835, "loss_sem_seg": 0.2960660154931247, "lr": 0.01, "mask_rcnn/accuracy": 0.8827697527853561, "mask_rcnn/false_negative": 0.09486269935569938, "mask_rcnn/false_positive": 0.11494182423471763, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 29.5, "time": 0.7891096547245979, "total_loss": 1.660132689808961} {"data_time": 0.01660223677754402, "eta_seconds": 49713.243502372876, "iteration": 206239, "loss_fcos_cls": 0.2576352956239134, "loss_fcos_ctr": 0.6207889379002154, "loss_fcos_loc": 0.20378276077099144, "loss_mask": 0.2788869207724929, "loss_maskiou": 0.0055932654067873955, "loss_sem_seg": 0.29095273884013295, "lr": 0.01, "mask_rcnn/accuracy": 0.8746729078048081, "mask_rcnn/false_negative": 0.11056638994306928, "mask_rcnn/false_positive": 0.129419512706815, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.25, "time": 0.7836787765845656, "total_loss": 1.6412878182454733} {"data_time": 0.01469271257519722, "eta_seconds": 49690.09095743392, "iteration": 206259, "loss_fcos_cls": 0.25450579659081995, "loss_fcos_ctr": 0.6224806793034077, "loss_fcos_loc": 0.19606683787424117, "loss_mask": 0.26352394884452224, "loss_maskiou": 0.005483130440552486, "loss_sem_seg": 0.27704481966793537, "lr": 0.01, "mask_rcnn/accuracy": 0.8757853753389468, "mask_rcnn/false_negative": 0.10425000025731627, "mask_rcnn/false_positive": 0.13899458920356744, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 29.5, "time": 0.7694427883252501, "total_loss": 1.6339005031768465} {"data_time": 0.016781726852059364, "eta_seconds": 49667.72852517851, "iteration": 206279, "loss_fcos_cls": 0.24869144428521395, "loss_fcos_ctr": 0.6225846214219928, "loss_fcos_loc": 0.1981504124123603, "loss_mask": 0.2768314774148166, "loss_maskiou": 0.005744336624047719, "loss_sem_seg": 0.2746122879907489, "lr": 0.01, "mask_rcnn/accuracy": 0.8983630269924985, "mask_rcnn/false_negative": 0.08285002110951709, "mask_rcnn/false_positive": 0.14751669938440287, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.0, "time": 0.7731792647391558, "total_loss": 1.618269469752704} {"data_time": 0.016510826535522938, "eta_seconds": 49624.926067437045, "iteration": 206299, "loss_fcos_cls": 0.2593361114850268, "loss_fcos_ctr": 0.6207687230780721, "loss_fcos_loc": 0.20029064232949167, "loss_mask": 0.2663720725104213, "loss_maskiou": 0.005262109276372939, "loss_sem_seg": 0.2742187730036676, "lr": 0.01, "mask_rcnn/accuracy": 0.892890231573173, "mask_rcnn/false_negative": 0.0947819049686453, "mask_rcnn/false_positive": 0.13906469775545016, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.25, "time": 0.7692914549261332, "total_loss": 1.6232475144952332} {"data_time": 0.015310884453356266, "eta_seconds": 49602.39986138698, "iteration": 206319, "loss_fcos_cls": 0.2384679107926786, "loss_fcos_ctr": 0.6202580155804753, "loss_fcos_loc": 0.1980637003434822, "loss_mask": 0.26078480016440153, "loss_maskiou": 0.005237187244347297, "loss_sem_seg": 0.2915505641140044, "lr": 0.01, "mask_rcnn/accuracy": 0.8911800193050192, "mask_rcnn/false_negative": 0.08994478819351567, "mask_rcnn/false_positive": 0.14907528125235206, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.764914401806891, "total_loss": 1.6467842918573297} {"data_time": 0.01592237688601017, "eta_seconds": 49586.82146285009, "iteration": 206339, "loss_fcos_cls": 0.24769050627946854, "loss_fcos_ctr": 0.6188637018203735, "loss_fcos_loc": 0.19235771778039634, "loss_mask": 0.26169731467962265, "loss_maskiou": 0.005833469491335563, "loss_sem_seg": 0.3077613525092602, "lr": 0.01, "mask_rcnn/accuracy": 0.8893899912379979, "mask_rcnn/false_negative": 0.09469510842454291, "mask_rcnn/false_positive": 0.10331124014367228, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7780492324382067, "total_loss": 1.6340094654733548} {"data_time": 0.01673046499490738, "eta_seconds": 49598.84139044024, "iteration": 206359, "loss_fcos_cls": 0.25715944776311517, "loss_fcos_ctr": 0.6242493931204081, "loss_fcos_loc": 0.21384099370334297, "loss_mask": 0.27598060108721256, "loss_maskiou": 0.006311966499197297, "loss_sem_seg": 0.27114245435222983, "lr": 0.01, "mask_rcnn/accuracy": 0.8559401816753867, "mask_rcnn/false_negative": 0.07673409444537975, "mask_rcnn/false_positive": 0.15566638105761293, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 24.75, "time": 0.7814467223361135, "total_loss": 1.659781583584845} {"data_time": 0.015177539549767971, "eta_seconds": 49591.45238032378, "iteration": 206379, "loss_fcos_cls": 0.2621491448953748, "loss_fcos_ctr": 0.6216787621378899, "loss_fcos_loc": 0.20323576172813773, "loss_mask": 0.27823996962979436, "loss_maskiou": 0.006177947814649087, "loss_sem_seg": 0.2981943394988775, "lr": 0.01, "mask_rcnn/accuracy": 0.8761837789850818, "mask_rcnn/false_negative": 0.0945120683780975, "mask_rcnn/false_positive": 0.13967574267812677, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.770351410843432, "total_loss": 1.6526607097766828} {"data_time": 0.017801078036427498, "eta_seconds": 49561.98934491817, "iteration": 206399, "loss_fcos_cls": 0.2605471315328032, "loss_fcos_ctr": 0.6172325415536761, "loss_fcos_loc": 0.1935969963669777, "loss_mask": 0.276855799369514, "loss_maskiou": 0.005901156444451772, "loss_sem_seg": 0.28353663068264723, "lr": 0.01, "mask_rcnn/accuracy": 0.9020402408297199, "mask_rcnn/false_negative": 0.08833046457590445, "mask_rcnn/false_positive": 0.10716836188930237, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.75, "time": 0.7769300742074847, "total_loss": 1.6676995206216816} {"data_time": 0.015167401172220707, "eta_seconds": 49558.60465716757, "iteration": 206419, "loss_fcos_cls": 0.2590558882802725, "loss_fcos_ctr": 0.6199276326224208, "loss_fcos_loc": 0.19900449586566538, "loss_mask": 0.28405352449044585, "loss_maskiou": 0.005637398367980495, "loss_sem_seg": 0.29507877491414547, "lr": 0.01, "mask_rcnn/accuracy": 0.8856287844808253, "mask_rcnn/false_negative": 0.07012207103350897, "mask_rcnn/false_positive": 0.16248757222491936, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7878596549853683, "total_loss": 1.6669283989540418} {"data_time": 0.017003905028104782, "eta_seconds": 49518.899107427336, "iteration": 206439, "loss_fcos_cls": 0.2543971254490316, "loss_fcos_ctr": 0.6183889349922538, "loss_fcos_loc": 0.2004402526654303, "loss_mask": 0.2741908789612353, "loss_maskiou": 0.005712884099921212, "loss_sem_seg": 0.2931014224886894, "lr": 0.01, "mask_rcnn/accuracy": 0.8805398983200707, "mask_rcnn/false_negative": 0.09449857422410016, "mask_rcnn/false_positive": 0.16571142507078213, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 33.25, "time": 0.7829257296398282, "total_loss": 1.6355060365167446} {"data_time": 0.01531098410487175, "eta_seconds": 49527.42640916444, "iteration": 206459, "loss_fcos_cls": 0.2603684675414115, "loss_fcos_ctr": 0.6158046363852918, "loss_fcos_loc": 0.19116736718569882, "loss_mask": 0.2830690899863839, "loss_maskiou": 0.006358302267472027, "loss_sem_seg": 0.2976974034681916, "lr": 0.01, "mask_rcnn/accuracy": 0.8747650926654501, "mask_rcnn/false_negative": 0.0926344466622808, "mask_rcnn/false_positive": 0.1497341841683138, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.25, "time": 0.7835135720670223, "total_loss": 1.6275850644451566} {"data_time": 0.015449227765202522, "eta_seconds": 49513.50413622148, "iteration": 206479, "loss_fcos_cls": 0.22907751379534602, "loss_fcos_ctr": 0.6180399255827069, "loss_fcos_loc": 0.19417936564423144, "loss_mask": 0.26304439548403025, "loss_maskiou": 0.005756193335400894, "loss_sem_seg": 0.28136317478492856, "lr": 0.01, "mask_rcnn/accuracy": 0.8757617630385488, "mask_rcnn/false_negative": 0.08970295434760184, "mask_rcnn/false_positive": 0.14148731631461586, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.780832314863801, "total_loss": 1.608638384641381} {"data_time": 0.01651402097195387, "eta_seconds": 49498.79774202872, "iteration": 206499, "loss_fcos_cls": 0.2506792196072638, "loss_fcos_ctr": 0.6185657531023026, "loss_fcos_loc": 0.1955223772674799, "loss_mask": 0.27826574351638556, "loss_maskiou": 0.005792014599137474, "loss_sem_seg": 0.30067904852330685, "lr": 0.01, "mask_rcnn/accuracy": 0.8788045390570021, "mask_rcnn/false_negative": 0.09591810101116616, "mask_rcnn/false_positive": 0.15291320797813235, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.0, "time": 0.7749624466523528, "total_loss": 1.6628789107999182} {"data_time": 0.01583240646868944, "eta_seconds": 49511.716573239304, "iteration": 206519, "loss_fcos_cls": 0.2551040411926806, "loss_fcos_ctr": 0.6254263836890459, "loss_fcos_loc": 0.205998454708606, "loss_mask": 0.2823202395811677, "loss_maskiou": 0.00584988716582302, "loss_sem_seg": 0.2668484104797244, "lr": 0.01, "mask_rcnn/accuracy": 0.863639415096182, "mask_rcnn/false_negative": 0.11378158004509037, "mask_rcnn/false_positive": 0.1512117171932836, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 38.25, "time": 0.7987243207171559, "total_loss": 1.6118811788692256} {"data_time": 0.016320242546498775, "eta_seconds": 49498.95536051504, "iteration": 206539, "loss_fcos_cls": 0.2478074855171144, "loss_fcos_ctr": 0.6195663930848241, "loss_fcos_loc": 0.19200241472572088, "loss_mask": 0.27925641648471355, "loss_maskiou": 0.0058116118525504135, "loss_sem_seg": 0.2860182514414191, "lr": 0.01, "mask_rcnn/accuracy": 0.8806445467797508, "mask_rcnn/false_negative": 0.09798519444282469, "mask_rcnn/false_positive": 0.15337705418863465, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.75, "time": 0.7656423514708877, "total_loss": 1.6163692056798027} {"data_time": 0.015638486482203007, "eta_seconds": 49483.35555737279, "iteration": 206559, "loss_fcos_cls": 0.24892344838008285, "loss_fcos_ctr": 0.6195941539481282, "loss_fcos_loc": 0.1963775500189513, "loss_mask": 0.2563729379326105, "loss_maskiou": 0.005220605733484263, "loss_sem_seg": 0.289957340573892, "lr": 0.01, "mask_rcnn/accuracy": 0.8872480973110637, "mask_rcnn/false_negative": 0.08662104906831022, "mask_rcnn/false_positive": 0.14216034953284878, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7750800391659141, "total_loss": 1.6212083267018897} {"data_time": 0.01494875643402338, "eta_seconds": 49458.165835359134, "iteration": 206579, "loss_fcos_cls": 0.25578698446042836, "loss_fcos_ctr": 0.6232744371518493, "loss_fcos_loc": 0.19871650880668312, "loss_mask": 0.28188337106257677, "loss_maskiou": 0.00612816603097599, "loss_sem_seg": 0.2675181357190013, "lr": 0.01, "mask_rcnn/accuracy": 0.8776315650483797, "mask_rcnn/false_negative": 0.0941006739665384, "mask_rcnn/false_positive": 0.14749794525445942, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.0, "time": 0.7797758420929313, "total_loss": 1.637971763360838} {"data_time": 0.016576526686549187, "eta_seconds": 49444.72290591337, "iteration": 206599, "loss_fcos_cls": 0.24907593498937786, "loss_fcos_ctr": 0.6222303751856089, "loss_fcos_loc": 0.19804539578035474, "loss_mask": 0.27417603600770235, "loss_maskiou": 0.005813721556478413, "loss_sem_seg": 0.2841784197371453, "lr": 0.01, "mask_rcnn/accuracy": 0.8601184288090515, "mask_rcnn/false_negative": 0.11993299222468412, "mask_rcnn/false_positive": 0.1555864045240429, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.0, "time": 0.7778536956757307, "total_loss": 1.6583376003109151} {"data_time": 0.015789717435836792, "eta_seconds": 49436.556147946045, "iteration": 206619, "loss_fcos_cls": 0.27198697347193956, "loss_fcos_ctr": 0.6205603037960827, "loss_fcos_loc": 0.2029989578295499, "loss_mask": 0.28062356216832995, "loss_maskiou": 0.00626275176909985, "loss_sem_seg": 0.29955636360682547, "lr": 0.01, "mask_rcnn/accuracy": 0.8817653750689465, "mask_rcnn/false_negative": 0.10032638528021683, "mask_rcnn/false_positive": 0.1499820349316571, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 37.0, "time": 0.7897269669920206, "total_loss": 1.6791457011422608} {"data_time": 0.016825390979647636, "eta_seconds": 49411.37549856026, "iteration": 206639, "loss_fcos_cls": 0.25697032921016216, "loss_fcos_ctr": 0.6197769651189446, "loss_fcos_loc": 0.20307474600849673, "loss_mask": 0.27872790303081274, "loss_maskiou": 0.0060667530342470855, "loss_sem_seg": 0.29750884557142854, "lr": 0.01, "mask_rcnn/accuracy": 0.8748732447524463, "mask_rcnn/false_negative": 0.09820544952310646, "mask_rcnn/false_positive": 0.17063068870051862, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7772778579965234, "total_loss": 1.675122943794122} {"data_time": 0.017253436148166656, "eta_seconds": 49402.524211426266, "iteration": 206659, "loss_fcos_cls": 0.26310234516859055, "loss_fcos_ctr": 0.6217271564528346, "loss_fcos_loc": 0.19567319564521313, "loss_mask": 0.266402505338192, "loss_maskiou": 0.005226302077062428, "loss_sem_seg": 0.27373870369046926, "lr": 0.01, "mask_rcnn/accuracy": 0.8830017655917328, "mask_rcnn/false_negative": 0.09508401373704817, "mask_rcnn/false_positive": 0.14554316641714793, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 38.5, "time": 0.8026208570227027, "total_loss": 1.645241169462679} {"data_time": 0.016858133487403393, "eta_seconds": 49382.33307243325, "iteration": 206679, "loss_fcos_cls": 0.26390587724745274, "loss_fcos_ctr": 0.6203709803521633, "loss_fcos_loc": 0.19402419868856668, "loss_mask": 0.273392491042614, "loss_maskiou": 0.005767096285126172, "loss_sem_seg": 0.2712617851793766, "lr": 0.01, "mask_rcnn/accuracy": 0.8762343647136275, "mask_rcnn/false_negative": 0.09892620415832364, "mask_rcnn/false_positive": 0.1314924512151735, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.5, "time": 0.7947221472859383, "total_loss": 1.6548106539994478} {"data_time": 0.016371654346585274, "eta_seconds": 49371.3263937654, "iteration": 206699, "loss_fcos_cls": 0.25287429383024573, "loss_fcos_ctr": 0.6184547785669565, "loss_fcos_loc": 0.19122275861445814, "loss_mask": 0.26321687642484903, "loss_maskiou": 0.004962049497407861, "loss_sem_seg": 0.2855000770650804, "lr": 0.01, "mask_rcnn/accuracy": 0.8807976608835755, "mask_rcnn/false_negative": 0.09487396728305386, "mask_rcnn/false_positive": 0.1505798416502654, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.25, "time": 0.7744809770956635, "total_loss": 1.6378657365930849} {"data_time": 0.015629597008228302, "eta_seconds": 49348.98838282842, "iteration": 206719, "loss_fcos_cls": 0.25314634304959327, "loss_fcos_ctr": 0.6202427335083485, "loss_fcos_loc": 0.19923915108665824, "loss_mask": 0.27401759661734104, "loss_maskiou": 0.0055883926470414735, "loss_sem_seg": 0.3026590715162456, "lr": 0.01, "mask_rcnn/accuracy": 0.9103528225806452, "mask_rcnn/false_negative": 0.07066813302323319, "mask_rcnn/false_positive": 0.11947060804703244, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.777067638002336, "total_loss": 1.6557986724801594} {"data_time": 0.016342992894351482, "eta_seconds": 49326.42762680724, "iteration": 206739, "loss_fcos_cls": 0.25433969823643565, "loss_fcos_ctr": 0.6213487507775426, "loss_fcos_loc": 0.20576628542039543, "loss_mask": 0.26827856246382, "loss_maskiou": 0.005575128729105927, "loss_sem_seg": 0.29951213556341827, "lr": 0.01, "mask_rcnn/accuracy": 0.8885802926081147, "mask_rcnn/false_negative": 0.09618167321864736, "mask_rcnn/false_positive": 0.1116260680003372, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.75, "time": 0.7740199724212289, "total_loss": 1.657497186675755} {"data_time": 0.01685951743274927, "eta_seconds": 49309.1987541914, "iteration": 206759, "loss_fcos_cls": 0.25648269336670637, "loss_fcos_ctr": 0.617674682289362, "loss_fcos_loc": 0.19589079811703414, "loss_mask": 0.2633432950824499, "loss_maskiou": 0.005153323741978966, "loss_sem_seg": 0.3255702240858227, "lr": 0.01, "mask_rcnn/accuracy": 0.875225067327173, "mask_rcnn/false_negative": 0.11782968646691758, "mask_rcnn/false_positive": 0.15085416990390751, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.25, "time": 0.7655520187690854, "total_loss": 1.660092283389531} {"data_time": 0.015592668205499649, "eta_seconds": 49302.198046029545, "iteration": 206779, "loss_fcos_cls": 0.256549010053277, "loss_fcos_ctr": 0.6205662963911891, "loss_fcos_loc": 0.1973748739110306, "loss_mask": 0.27220545429736376, "loss_maskiou": 0.005648202139127534, "loss_sem_seg": 0.28480945783667266, "lr": 0.01, "mask_rcnn/accuracy": 0.8739295718287314, "mask_rcnn/false_negative": 0.10736938376375708, "mask_rcnn/false_positive": 0.14593477990430745, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 35.0, "time": 0.7879786640405655, "total_loss": 1.6363853989169002} {"data_time": 0.015679024159908295, "eta_seconds": 49284.485702357255, "iteration": 206799, "loss_fcos_cls": 0.25384205815498717, "loss_fcos_ctr": 0.6211783727630973, "loss_fcos_loc": 0.19330137397628278, "loss_mask": 0.27240416035056114, "loss_maskiou": 0.005132835736731067, "loss_sem_seg": 0.2824243470095098, "lr": 0.01, "mask_rcnn/accuracy": 0.8753825044003616, "mask_rcnn/false_negative": 0.09049701015544388, "mask_rcnn/false_positive": 0.15572966305855382, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7636493993923068, "total_loss": 1.6493493096277234} {"data_time": 0.016217682510614395, "eta_seconds": 49280.55811652355, "iteration": 206819, "loss_fcos_cls": 0.26908387267030776, "loss_fcos_ctr": 0.6220574025064707, "loss_fcos_loc": 0.2008910939330235, "loss_mask": 0.2750117303803563, "loss_maskiou": 0.005960683607554529, "loss_sem_seg": 0.28615894517861307, "lr": 0.01, "mask_rcnn/accuracy": 0.8923118160307602, "mask_rcnn/false_negative": 0.09519852912531357, "mask_rcnn/false_positive": 0.1261638125847892, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.0, "time": 0.7874860679730773, "total_loss": 1.6268540241435403} {"data_time": 0.015914768911898136, "eta_seconds": 49253.293483435176, "iteration": 206839, "loss_fcos_cls": 0.2531392180826515, "loss_fcos_ctr": 0.6210205997340381, "loss_fcos_loc": 0.1981841423548758, "loss_mask": 0.27516853529959917, "loss_maskiou": 0.005893009918509051, "loss_sem_seg": 0.30291195726022124, "lr": 0.01, "mask_rcnn/accuracy": 0.8805889291200351, "mask_rcnn/false_negative": 0.09957060367469374, "mask_rcnn/false_positive": 0.14382422393976416, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.5, "time": 0.7683166759088635, "total_loss": 1.6779819071525708} {"data_time": 0.015985028818249702, "eta_seconds": 49217.59295007773, "iteration": 206859, "loss_fcos_cls": 0.26700047974009067, "loss_fcos_ctr": 0.6217995127663016, "loss_fcos_loc": 0.1969229124370031, "loss_mask": 0.27505684131756425, "loss_maskiou": 0.006336718186503276, "loss_sem_seg": 0.3102191206999123, "lr": 0.01, "mask_rcnn/accuracy": 0.8752768277640727, "mask_rcnn/false_negative": 0.09637227339202056, "mask_rcnn/false_positive": 0.15635537166789043, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 38.25, "time": 0.7679784204810858, "total_loss": 1.6572971293790033} {"data_time": 0.017193307168781757, "eta_seconds": 49205.03221678734, "iteration": 206879, "loss_fcos_cls": 0.26167218666523695, "loss_fcos_ctr": 0.6245779269374907, "loss_fcos_loc": 0.20029356161830947, "loss_mask": 0.26675313618034124, "loss_maskiou": 0.0057114107548841275, "loss_sem_seg": 0.30133452732115984, "lr": 0.01, "mask_rcnn/accuracy": 0.8768278516763848, "mask_rcnn/false_negative": 0.09960170736129165, "mask_rcnn/false_positive": 0.168918793542442, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 27.0, "time": 0.7959570232778788, "total_loss": 1.683365620483528} {"data_time": 0.014345222152769566, "eta_seconds": 49193.613294865936, "iteration": 206899, "loss_fcos_cls": 0.25177271803840995, "loss_fcos_ctr": 0.6194948116317391, "loss_fcos_loc": 0.1936448531341739, "loss_mask": 0.2790059857070446, "loss_maskiou": 0.005497535348695237, "loss_sem_seg": 0.2911394916009158, "lr": 0.01, "mask_rcnn/accuracy": 0.886264683469016, "mask_rcnn/false_negative": 0.09062952231703361, "mask_rcnn/false_positive": 0.1294141525292186, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.75, "time": 0.7864922732114792, "total_loss": 1.64547855748242} {"data_time": 0.01766409445554018, "eta_seconds": 49178.02127150819, "iteration": 206919, "loss_fcos_cls": 0.25817810103762895, "loss_fcos_ctr": 0.6211018338799477, "loss_fcos_loc": 0.19610145513433963, "loss_mask": 0.26988854818046093, "loss_maskiou": 0.005825151514727622, "loss_sem_seg": 0.28909603133797646, "lr": 0.01, "mask_rcnn/accuracy": 0.8823932997856677, "mask_rcnn/false_negative": 0.08232320529970061, "mask_rcnn/false_positive": 0.12949343721787934, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.0, "time": 0.7794563705101609, "total_loss": 1.633649317198433} {"data_time": 0.01693099271506071, "eta_seconds": 49157.697831185535, "iteration": 206939, "loss_fcos_cls": 0.2510893570724875, "loss_fcos_ctr": 0.6149479355663061, "loss_fcos_loc": 0.18626594101078808, "loss_mask": 0.25103897228837013, "loss_maskiou": 0.004763071410707198, "loss_sem_seg": 0.2946088402532041, "lr": 0.01, "mask_rcnn/accuracy": 0.8957980675960971, "mask_rcnn/false_negative": 0.09056010962978173, "mask_rcnn/false_positive": 0.1306322057331491, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7843312807381153, "total_loss": 1.6286756306726602} {"data_time": 0.017894195392727852, "eta_seconds": 49138.79046056792, "iteration": 206959, "loss_fcos_cls": 0.25720522832125425, "loss_fcos_ctr": 0.618708873167634, "loss_fcos_loc": 0.19606279814615846, "loss_mask": 0.26870724745094776, "loss_maskiou": 0.006072992298868485, "loss_sem_seg": 0.28555691288784146, "lr": 0.01, "mask_rcnn/accuracy": 0.9033731890470023, "mask_rcnn/false_negative": 0.08811894699265178, "mask_rcnn/false_positive": 0.1207092536414872, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.5, "time": 0.7806163709610701, "total_loss": 1.6397861408040626} {"data_time": 0.016476452350616455, "eta_seconds": 49123.20099007711, "iteration": 206979, "loss_fcos_cls": 0.26093791343737394, "loss_fcos_ctr": 0.622457661665976, "loss_fcos_loc": 0.200990897603333, "loss_mask": 0.26421439042314887, "loss_maskiou": 0.005060987055912847, "loss_sem_seg": 0.28111469256691635, "lr": 0.01, "mask_rcnn/accuracy": 0.8888347560573866, "mask_rcnn/false_negative": 0.08108567919971835, "mask_rcnn/false_positive": 0.11568912469360253, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.25, "time": 0.7634481014683843, "total_loss": 1.6117970677878475} {"data_time": 0.016493871808052063, "eta_seconds": 49128.52460774686, "iteration": 206999, "loss_fcos_cls": 0.25845470593776554, "loss_fcos_ctr": 0.6213611019775271, "loss_fcos_loc": 0.20341161789838225, "loss_mask": 0.2852034904062748, "loss_maskiou": 0.005799071615911089, "loss_sem_seg": 0.26020034414250404, "lr": 0.01, "mask_rcnn/accuracy": 0.8586559282182818, "mask_rcnn/false_negative": 0.09257744812336371, "mask_rcnn/false_positive": 0.15088406043879765, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7952043125405908, "total_loss": 1.6506396537297405} {"data_time": 0.016309287399053574, "eta_seconds": 49106.47596871853, "iteration": 207019, "loss_fcos_cls": 0.2501085251569748, "loss_fcos_ctr": 0.6193961566314101, "loss_fcos_loc": 0.19666657596826553, "loss_mask": 0.26574408169835806, "loss_maskiou": 0.005129832139573409, "loss_sem_seg": 0.27592091355472803, "lr": 0.01, "mask_rcnn/accuracy": 0.8795842238922595, "mask_rcnn/false_negative": 0.09136405846959775, "mask_rcnn/false_positive": 0.14329086419005344, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.75, "time": 0.7728828983381391, "total_loss": 1.604524220841995} {"data_time": 0.016239029355347157, "eta_seconds": 49079.745217317715, "iteration": 207039, "loss_fcos_cls": 0.25638892059214413, "loss_fcos_ctr": 0.6207145303487778, "loss_fcos_loc": 0.19416061555966735, "loss_mask": 0.272245314437896, "loss_maskiou": 0.005688862278475426, "loss_sem_seg": 0.24433444300666451, "lr": 0.01, "mask_rcnn/accuracy": 0.895884050048591, "mask_rcnn/false_negative": 0.08246161485354823, "mask_rcnn/false_positive": 0.13084009814814598, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.5, "time": 0.7728654267266393, "total_loss": 1.6190330055032973} {"data_time": 0.01625862903892994, "eta_seconds": 49059.87268092949, "iteration": 207059, "loss_fcos_cls": 0.24615724268369377, "loss_fcos_ctr": 0.6209244476631284, "loss_fcos_loc": 0.18632762331981212, "loss_mask": 0.2698256727308035, "loss_maskiou": 0.005374209365982097, "loss_sem_seg": 0.24890478793531656, "lr": 0.01, "mask_rcnn/accuracy": 0.8831330435779328, "mask_rcnn/false_negative": 0.089436824123524, "mask_rcnn/false_positive": 0.1158747460469617, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.0, "time": 0.770847612991929, "total_loss": 1.565887689452211} {"data_time": 0.01679412368685007, "eta_seconds": 49039.818218023516, "iteration": 207079, "loss_fcos_cls": 0.23674194770865142, "loss_fcos_ctr": 0.6207427887711674, "loss_fcos_loc": 0.195284005952999, "loss_mask": 0.2748785463627428, "loss_maskiou": 0.005726584866351914, "loss_sem_seg": 0.23489373875781894, "lr": 0.01, "mask_rcnn/accuracy": 0.8720942070009823, "mask_rcnn/false_negative": 0.0965659364586047, "mask_rcnn/false_positive": 0.16026399102673716, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 37.25, "time": 0.7768543092533946, "total_loss": 1.5772688783617923} {"data_time": 0.01915578916668892, "eta_seconds": 49012.839141874574, "iteration": 207099, "loss_fcos_cls": 0.23841212294064462, "loss_fcos_ctr": 0.6188272479921579, "loss_fcos_loc": 0.1888751374790445, "loss_mask": 0.2558259698562324, "loss_maskiou": 0.005176281149033457, "loss_sem_seg": 0.2670428492128849, "lr": 0.01, "mask_rcnn/accuracy": 0.8797766555601833, "mask_rcnn/false_negative": 0.08784858160573077, "mask_rcnn/false_positive": 0.1726121794871795, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 25.5, "time": 0.7767340717837214, "total_loss": 1.5981489822006552} {"data_time": 0.019079606980085373, "eta_seconds": 48988.35937810596, "iteration": 207119, "loss_fcos_cls": 0.2511713651474565, "loss_fcos_ctr": 0.6204017493873835, "loss_fcos_loc": 0.19470081245526671, "loss_mask": 0.26982543943449855, "loss_maskiou": 0.005387266268371604, "loss_sem_seg": 0.2739298241212964, "lr": 0.01, "mask_rcnn/accuracy": 0.879541576926781, "mask_rcnn/false_negative": 0.10898285143446126, "mask_rcnn/false_positive": 0.13561410974610694, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7728935088962317, "total_loss": 1.6311657646438107} {"data_time": 0.016161217354238033, "eta_seconds": 48981.67090026196, "iteration": 207139, "loss_fcos_cls": 0.23479081480763853, "loss_fcos_ctr": 0.6216955026611686, "loss_fcos_loc": 0.20376554317772388, "loss_mask": 0.2688541365787387, "loss_maskiou": 0.005019712101784535, "loss_sem_seg": 0.2592750149779022, "lr": 0.01, "mask_rcnn/accuracy": 0.9101739332096475, "mask_rcnn/false_negative": 0.08284115904651858, "mask_rcnn/false_positive": 0.12278038458246326, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.75, "time": 0.7835054593160748, "total_loss": 1.6058254954696167} {"data_time": 0.015874968841671944, "eta_seconds": 48955.18967203796, "iteration": 207159, "loss_fcos_cls": 0.24749179603531957, "loss_fcos_ctr": 0.6209561452269554, "loss_fcos_loc": 0.19168220728170127, "loss_mask": 0.2692064056172967, "loss_maskiou": 0.005293274312862195, "loss_sem_seg": 0.27392294304445386, "lr": 0.01, "mask_rcnn/accuracy": 0.8930644132653061, "mask_rcnn/false_negative": 0.10697003715208522, "mask_rcnn/false_positive": 0.11747579899336555, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7704922687262297, "total_loss": 1.6026890387292951} {"data_time": 0.015378349460661411, "eta_seconds": 48933.66901823599, "iteration": 207179, "loss_fcos_cls": 0.24872907740063965, "loss_fcos_ctr": 0.6199376666918397, "loss_fcos_loc": 0.20049790234770626, "loss_mask": 0.26394063979387283, "loss_maskiou": 0.005094671578262933, "loss_sem_seg": 0.25042594340629876, "lr": 0.01, "mask_rcnn/accuracy": 0.8643320964749537, "mask_rcnn/false_negative": 0.1169666816787166, "mask_rcnn/false_positive": 0.14713160404644643, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 39.25, "time": 0.7736849272623658, "total_loss": 1.5958667978266021} {"data_time": 0.016720673069357872, "eta_seconds": 48918.09025666956, "iteration": 207199, "loss_fcos_cls": 0.24969005933962762, "loss_fcos_ctr": 0.6200332185253501, "loss_fcos_loc": 0.19160507805645466, "loss_mask": 0.27066581696271896, "loss_maskiou": 0.005618036004307214, "loss_sem_seg": 0.26164583023637533, "lr": 0.01, "mask_rcnn/accuracy": 0.865697944699858, "mask_rcnn/false_negative": 0.0901036233930369, "mask_rcnn/false_positive": 0.15241687353820565, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.5, "time": 0.7656335094943643, "total_loss": 1.5990472338016843} {"data_time": 0.0154611486941576, "eta_seconds": 48851.30326727405, "iteration": 207219, "loss_fcos_cls": 0.24632134661078453, "loss_fcos_ctr": 0.6190654681995511, "loss_fcos_loc": 0.19520840200129896, "loss_mask": 0.2692418987862766, "loss_maskiou": 0.005399005851359107, "loss_sem_seg": 0.24939133180305362, "lr": 0.01, "mask_rcnn/accuracy": 0.8791985908982674, "mask_rcnn/false_negative": 0.0885938242874659, "mask_rcnn/false_positive": 0.12281806914288247, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.5, "time": 0.7756176767870784, "total_loss": 1.6329410902690142} {"data_time": 0.015685689635574818, "eta_seconds": 48786.28980117943, "iteration": 207239, "loss_fcos_cls": 0.24325819831574336, "loss_fcos_ctr": 0.6200300366617739, "loss_fcos_loc": 0.19368827855214477, "loss_mask": 0.2653100751340389, "loss_maskiou": 0.0053430105435836595, "loss_sem_seg": 0.2686980883590877, "lr": 0.01, "mask_rcnn/accuracy": 0.8852171391185785, "mask_rcnn/false_negative": 0.09310233317802569, "mask_rcnn/false_positive": 0.13645959412756398, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.5, "time": 0.7710714964196086, "total_loss": 1.5731325590058987} {"data_time": 0.015469308011233807, "eta_seconds": 48774.05510182679, "iteration": 207259, "loss_fcos_cls": 0.24296830617822707, "loss_fcos_ctr": 0.6195565112866461, "loss_fcos_loc": 0.1942565962090157, "loss_mask": 0.2584786410443485, "loss_maskiou": 0.004894086418062216, "loss_sem_seg": 0.2755256067030132, "lr": 0.01, "mask_rcnn/accuracy": 0.9005908588989703, "mask_rcnn/false_negative": 0.0681214024005162, "mask_rcnn/false_positive": 0.11989624846969074, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.0, "time": 0.7768183993175626, "total_loss": 1.5984813346003648} {"data_time": 0.015419824048876762, "eta_seconds": 48755.19642165955, "iteration": 207279, "loss_fcos_cls": 0.24232213478535414, "loss_fcos_ctr": 0.6209349958226085, "loss_fcos_loc": 0.19060144782997668, "loss_mask": 0.26868672017008066, "loss_maskiou": 0.0053003434022684814, "loss_sem_seg": 0.2734952752944082, "lr": 0.01, "mask_rcnn/accuracy": 0.8886157357679914, "mask_rcnn/false_negative": 0.08431077476655029, "mask_rcnn/false_positive": 0.12728483131502025, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7503573587164283, "total_loss": 1.6264060953690205} {"data_time": 0.018199628219008446, "eta_seconds": 48758.73924415093, "iteration": 207299, "loss_fcos_cls": 0.2455632794299163, "loss_fcos_ctr": 0.6235189535655081, "loss_fcos_loc": 0.19968179787974805, "loss_mask": 0.26322637870907784, "loss_maskiou": 0.005409165318269515, "loss_sem_seg": 0.2641193876042962, "lr": 0.01, "mask_rcnn/accuracy": 0.8942329451942067, "mask_rcnn/false_negative": 0.08527119359851876, "mask_rcnn/false_positive": 0.11693151697106349, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 33.25, "time": 0.7825539316982031, "total_loss": 1.603616277789115} {"data_time": 0.015922436490654945, "eta_seconds": 48761.6311941836, "iteration": 207319, "loss_fcos_cls": 0.25439666328020394, "loss_fcos_ctr": 0.6180835622362792, "loss_fcos_loc": 0.19820075016468763, "loss_mask": 0.2697896799072623, "loss_maskiou": 0.005593833964667283, "loss_sem_seg": 0.2694379212334752, "lr": 0.01, "mask_rcnn/accuracy": 0.8989067055393587, "mask_rcnn/false_negative": 0.07262963956361465, "mask_rcnn/false_positive": 0.1394975672815546, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.0, "time": 0.7604667693376541, "total_loss": 1.5737171054497594} {"data_time": 0.016133537515997887, "eta_seconds": 48711.86411972344, "iteration": 207339, "loss_fcos_cls": 0.22466052160598338, "loss_fcos_ctr": 0.6207767906598747, "loss_fcos_loc": 0.1851435755379498, "loss_mask": 0.2673170883208513, "loss_maskiou": 0.005292917805491015, "loss_sem_seg": 0.27792327804490924, "lr": 0.01, "mask_rcnn/accuracy": 0.9029518950437317, "mask_rcnn/false_negative": 0.09473464746938706, "mask_rcnn/false_positive": 0.11939006570307892, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 25.0, "time": 0.7649843776598573, "total_loss": 1.5998235114457202} {"data_time": 0.016621866263449192, "eta_seconds": 48696.3163741976, "iteration": 207359, "loss_fcos_cls": 0.25488700217101723, "loss_fcos_ctr": 0.621203682385385, "loss_fcos_loc": 0.2008726701606065, "loss_mask": 0.2596158245578408, "loss_maskiou": 0.005129929450049531, "loss_sem_seg": 0.2677724095992744, "lr": 0.01, "mask_rcnn/accuracy": 0.8724189940448703, "mask_rcnn/false_negative": 0.1007481010650673, "mask_rcnn/false_positive": 0.1436044158160544, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.7800166541710496, "total_loss": 1.6015403950877953} {"data_time": 0.017085141502320766, "eta_seconds": 48677.46297285985, "iteration": 207379, "loss_fcos_cls": 0.2463485801126808, "loss_fcos_ctr": 0.6179660651832819, "loss_fcos_loc": 0.19052266457583755, "loss_mask": 0.26219785027205944, "loss_maskiou": 0.005688673565600766, "loss_sem_seg": 0.25710339518263936, "lr": 0.01, "mask_rcnn/accuracy": 0.8766918225623583, "mask_rcnn/false_negative": 0.09915031717689468, "mask_rcnn/false_positive": 0.14923011245729256, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 41.0, "time": 0.7729033688083291, "total_loss": 1.6145063684962224} {"data_time": 0.01567124854773283, "eta_seconds": 48655.48694382794, "iteration": 207399, "loss_fcos_cls": 0.2522142000962049, "loss_fcos_ctr": 0.6176908919587731, "loss_fcos_loc": 0.18697369715664536, "loss_mask": 0.2576667843386531, "loss_maskiou": 0.005334768786269706, "loss_sem_seg": 0.2512675770558417, "lr": 0.01, "mask_rcnn/accuracy": 0.8759880582667849, "mask_rcnn/false_negative": 0.09269749820216594, "mask_rcnn/false_positive": 0.174005541160336, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.5, "time": 0.767906648106873, "total_loss": 1.6040349537797738} {"data_time": 0.017763719893991947, "eta_seconds": 48635.41009786725, "iteration": 207419, "loss_fcos_cls": 0.24973074265290052, "loss_fcos_ctr": 0.6223014099523425, "loss_fcos_loc": 0.20007679745322093, "loss_mask": 0.2701896042563021, "loss_maskiou": 0.00515674967027735, "loss_sem_seg": 0.277996732853353, "lr": 0.01, "mask_rcnn/accuracy": 0.8821154414509706, "mask_rcnn/false_negative": 0.09536684733361878, "mask_rcnn/false_positive": 0.15150863776546641, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 24.25, "time": 0.7719122655689716, "total_loss": 1.6139339716246468} {"data_time": 0.015912167727947235, "eta_seconds": 48580.750591488555, "iteration": 207439, "loss_fcos_cls": 0.24242034228518605, "loss_fcos_ctr": 0.618933642283082, "loss_fcos_loc": 0.18829031544737518, "loss_mask": 0.26087277568876743, "loss_maskiou": 0.005424090562883066, "loss_sem_seg": 0.2810619845986366, "lr": 0.01, "mask_rcnn/accuracy": 0.8908425972014822, "mask_rcnn/false_negative": 0.0864928999498658, "mask_rcnn/false_positive": 0.1506632229095779, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.5, "time": 0.759499573148787, "total_loss": 1.601692435764562} {"data_time": 0.015658680349588394, "eta_seconds": 48556.119228925556, "iteration": 207459, "loss_fcos_cls": 0.2519665565341711, "loss_fcos_ctr": 0.6174824917688966, "loss_fcos_loc": 0.188047185074538, "loss_mask": 0.2587898066267371, "loss_maskiou": 0.004969610716216266, "loss_sem_seg": 0.30489999800920486, "lr": 0.01, "mask_rcnn/accuracy": 0.9047401641068799, "mask_rcnn/false_negative": 0.09379201009004258, "mask_rcnn/false_positive": 0.10469039972643204, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.75, "time": 0.780404762364924, "total_loss": 1.616457616823027} {"data_time": 0.015037939883768559, "eta_seconds": 48499.32734101452, "iteration": 207479, "loss_fcos_cls": 0.23741659312509, "loss_fcos_ctr": 0.6182013489305973, "loss_fcos_loc": 0.19334250956308097, "loss_mask": 0.26784018985927105, "loss_maskiou": 0.005429005832411349, "loss_sem_seg": 0.2567564370110631, "lr": 0.01, "mask_rcnn/accuracy": 0.8776550122213388, "mask_rcnn/false_negative": 0.11221100468257113, "mask_rcnn/false_positive": 0.13503365625685457, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7611147789284587, "total_loss": 1.5772577203024412} {"data_time": 0.015175733715295792, "eta_seconds": 48483.81276916154, "iteration": 207499, "loss_fcos_cls": 0.24497605510987341, "loss_fcos_ctr": 0.6200637798756361, "loss_fcos_loc": 0.19243578426539898, "loss_mask": 0.26647331379354, "loss_maskiou": 0.005786971494671889, "loss_sem_seg": 0.24915036442689598, "lr": 0.01, "mask_rcnn/accuracy": 0.8851849489795918, "mask_rcnn/false_negative": 0.10730395245049212, "mask_rcnn/false_positive": 0.12150149525749745, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7627414520829916, "total_loss": 1.5958542080625193} {"data_time": 0.016481640748679638, "eta_seconds": 48439.316743039526, "iteration": 207519, "loss_fcos_cls": 0.25747824367135763, "loss_fcos_ctr": 0.6186274467036128, "loss_fcos_loc": 0.19600597256794572, "loss_mask": 0.25637833774089813, "loss_maskiou": 0.0049418182934459765, "loss_sem_seg": 0.251389337470755, "lr": 0.01, "mask_rcnn/accuracy": 0.8892915120593692, "mask_rcnn/false_negative": 0.11315483092665882, "mask_rcnn/false_positive": 0.11576664628193659, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.5, "time": 0.7619191845878959, "total_loss": 1.601259476337873} {"data_time": 0.015700786374509335, "eta_seconds": 48466.82566322852, "iteration": 207539, "loss_fcos_cls": 0.23910814942792058, "loss_fcos_ctr": 0.6204262762330472, "loss_fcos_loc": 0.19162935996428132, "loss_mask": 0.2736844317987561, "loss_maskiou": 0.005417282925918698, "loss_sem_seg": 0.24875667109154165, "lr": 0.01, "mask_rcnn/accuracy": 0.8706893988798527, "mask_rcnn/false_negative": 0.09359087636480737, "mask_rcnn/false_positive": 0.18181186411600675, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 37.5, "time": 0.7903839219361544, "total_loss": 1.5805382236212608} {"data_time": 0.016538146883249283, "eta_seconds": 48419.39942276664, "iteration": 207559, "loss_fcos_cls": 0.24768037884496152, "loss_fcos_ctr": 0.6168076796457171, "loss_fcos_loc": 0.18786689778789878, "loss_mask": 0.26767530385404825, "loss_maskiou": 0.005760546642704867, "loss_sem_seg": 0.32014885591343045, "lr": 0.01, "mask_rcnn/accuracy": 0.8797789115646258, "mask_rcnn/false_negative": 0.1022628093014714, "mask_rcnn/false_positive": 0.11613010873510377, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.5, "time": 0.772250865586102, "total_loss": 1.653606857493287} {"data_time": 0.017070489935576916, "eta_seconds": 48411.0971084889, "iteration": 207579, "loss_fcos_cls": 0.2507926910184324, "loss_fcos_ctr": 0.6226877681910992, "loss_fcos_loc": 0.20195169211365283, "loss_mask": 0.2818716405890882, "loss_maskiou": 0.005980115354759619, "loss_sem_seg": 0.27621939685195684, "lr": 0.01, "mask_rcnn/accuracy": 0.8679750820211745, "mask_rcnn/false_negative": 0.08441874915674097, "mask_rcnn/false_positive": 0.16411436172331154, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.75, "time": 0.7784396689385176, "total_loss": 1.6432680849684402} {"data_time": 0.01688260491937399, "eta_seconds": 48381.744417862035, "iteration": 207599, "loss_fcos_cls": 0.2423048303462565, "loss_fcos_ctr": 0.6226092018187046, "loss_fcos_loc": 0.19716326496563852, "loss_mask": 0.2556326286867261, "loss_maskiou": 0.00499636529275449, "loss_sem_seg": 0.286885213223286, "lr": 0.01, "mask_rcnn/accuracy": 0.8818566089226388, "mask_rcnn/false_negative": 0.09025800476026846, "mask_rcnn/false_positive": 0.1416355583676052, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.7645878503099084, "total_loss": 1.6180467327067163} {"data_time": 0.01601172611117363, "eta_seconds": 48364.01619028207, "iteration": 207619, "loss_fcos_cls": 0.2501641708659008, "loss_fcos_ctr": 0.6191976657137275, "loss_fcos_loc": 0.19236235960852355, "loss_mask": 0.2649171878583729, "loss_maskiou": 0.005604157711786684, "loss_sem_seg": 0.2873746771365404, "lr": 0.01, "mask_rcnn/accuracy": 0.8785136401499376, "mask_rcnn/false_negative": 0.10429819855421094, "mask_rcnn/false_positive": 0.1374161954057393, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7795457560569048, "total_loss": 1.6341579890286084} {"data_time": 0.015965869650244713, "eta_seconds": 48346.28497323487, "iteration": 207639, "loss_fcos_cls": 0.2625630956608802, "loss_fcos_ctr": 0.6185734141618013, "loss_fcos_loc": 0.1888239134568721, "loss_mask": 0.2611321387812495, "loss_maskiou": 0.005288130196277052, "loss_sem_seg": 0.26934463786892593, "lr": 0.01, "mask_rcnn/accuracy": 0.8853977671535843, "mask_rcnn/false_negative": 0.09315810418867512, "mask_rcnn/false_positive": 0.13605707648805926, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.25, "time": 0.7711262414231896, "total_loss": 1.6022636470479483} {"data_time": 0.01570740994066, "eta_seconds": 48317.06385711953, "iteration": 207659, "loss_fcos_cls": 0.2498039964120835, "loss_fcos_ctr": 0.6238716971129179, "loss_fcos_loc": 0.20571775740245357, "loss_mask": 0.2837801370769739, "loss_maskiou": 0.005255179996311199, "loss_sem_seg": 0.2654240923002362, "lr": 0.01, "mask_rcnn/accuracy": 0.8696054662999952, "mask_rcnn/false_negative": 0.09452001164856338, "mask_rcnn/false_positive": 0.15742564876183812, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.0, "time": 0.7996811894699931, "total_loss": 1.596545741056616} {"data_time": 0.01715343724936247, "eta_seconds": 48215.8112252811, "iteration": 207679, "loss_fcos_cls": 0.23848088353406638, "loss_fcos_ctr": 0.6224352344870567, "loss_fcos_loc": 0.20298787276260555, "loss_mask": 0.2751859952695668, "loss_maskiou": 0.005271712987450883, "loss_sem_seg": 0.26545220520347357, "lr": 0.01, "mask_rcnn/accuracy": 0.8594709832093372, "mask_rcnn/false_negative": 0.10827170697501576, "mask_rcnn/false_positive": 0.17213848037207624, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.25, "time": 0.7603508904576302, "total_loss": 1.6119686217571143} {"data_time": 0.019700389355421066, "eta_seconds": 48185.63870552648, "iteration": 207699, "loss_fcos_cls": 0.25380675634369254, "loss_fcos_ctr": 0.6177777014672756, "loss_fcos_loc": 0.1883120818529278, "loss_mask": 0.2644933983683586, "loss_maskiou": 0.0053383878112072125, "loss_sem_seg": 0.2680214529391378, "lr": 0.01, "mask_rcnn/accuracy": 0.8924280255868926, "mask_rcnn/false_negative": 0.0821654423090932, "mask_rcnn/false_positive": 0.15048191625051344, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 35.25, "time": 0.7545170551165938, "total_loss": 1.6091281836415874} {"data_time": 0.01946130022406578, "eta_seconds": 48187.96216226928, "iteration": 207719, "loss_fcos_cls": 0.2535191038623452, "loss_fcos_ctr": 0.6193224983289838, "loss_fcos_loc": 0.20321881445124745, "loss_mask": 0.26163318287581205, "loss_maskiou": 0.005249233821814414, "loss_sem_seg": 0.2710205800831318, "lr": 0.01, "mask_rcnn/accuracy": 0.895977081308714, "mask_rcnn/false_negative": 0.0826176753186444, "mask_rcnn/false_positive": 0.13530901313007998, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7853768579661846, "total_loss": 1.6123169248749036} {"data_time": 0.015807111747562885, "eta_seconds": 48209.69855424762, "iteration": 207739, "loss_fcos_cls": 0.23495984496548772, "loss_fcos_ctr": 0.6180765558965504, "loss_fcos_loc": 0.17856518074404448, "loss_mask": 0.2632246408611536, "loss_maskiou": 0.004973247319867369, "loss_sem_seg": 0.279190425761044, "lr": 0.01, "mask_rcnn/accuracy": 0.8932660061647822, "mask_rcnn/false_negative": 0.08533591664779783, "mask_rcnn/false_positive": 0.13344426586147, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.5, "time": 0.7832122649997473, "total_loss": 1.5834441885817796} {"data_time": 0.01508009061217308, "eta_seconds": 48202.13467940781, "iteration": 207759, "loss_fcos_cls": 0.24856518453452736, "loss_fcos_ctr": 0.619424220174551, "loss_fcos_loc": 0.1931018966715783, "loss_mask": 0.26742028072476387, "loss_maskiou": 0.006292160454904661, "loss_sem_seg": 0.24757872009649873, "lr": 0.01, "mask_rcnn/accuracy": 0.8706715325018897, "mask_rcnn/false_negative": 0.08810052240103053, "mask_rcnn/false_positive": 0.1797868805943173, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7681245896965265, "total_loss": 1.592642032988806} {"data_time": 0.017292840406298637, "eta_seconds": 48141.53905201517, "iteration": 207779, "loss_fcos_cls": 0.245483442209661, "loss_fcos_ctr": 0.6224539577960968, "loss_fcos_loc": 0.19162088399752975, "loss_mask": 0.2697852230630815, "loss_maskiou": 0.005433134698250797, "loss_sem_seg": 0.26482255826704204, "lr": 0.01, "mask_rcnn/accuracy": 0.8708808395807303, "mask_rcnn/false_negative": 0.1067675663486852, "mask_rcnn/false_positive": 0.14244374424541595, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.25, "time": 0.7801133412867785, "total_loss": 1.629371963586891} {"data_time": 0.015794373117387295, "eta_seconds": 48163.23958453536, "iteration": 207799, "loss_fcos_cls": 0.23870815662667155, "loss_fcos_ctr": 0.6196677666157484, "loss_fcos_loc": 0.19573227199725807, "loss_mask": 0.2608935362659395, "loss_maskiou": 0.00504768209066242, "loss_sem_seg": 0.28566170812700875, "lr": 0.01, "mask_rcnn/accuracy": 0.9086798048245999, "mask_rcnn/false_negative": 0.07729560945886271, "mask_rcnn/false_positive": 0.107375838966208, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 22.25, "time": 0.7752630272880197, "total_loss": 1.5894712068984518} {"data_time": 0.01695342641323805, "eta_seconds": 48161.88685686048, "iteration": 207819, "loss_fcos_cls": 0.2558187167160213, "loss_fcos_ctr": 0.6213221857324243, "loss_fcos_loc": 0.19201291020726785, "loss_mask": 0.2654034709557891, "loss_maskiou": 0.0048828361668711295, "loss_sem_seg": 0.24321806617081165, "lr": 0.01, "mask_rcnn/accuracy": 0.8751727494187236, "mask_rcnn/false_negative": 0.0957476705232878, "mask_rcnn/false_positive": 0.1490124429141955, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.75, "time": 0.782650426030159, "total_loss": 1.603912915372348} {"data_time": 0.01607824768871069, "eta_seconds": 48168.36823765747, "iteration": 207839, "loss_fcos_cls": 0.24343736260198057, "loss_fcos_ctr": 0.623589938506484, "loss_fcos_loc": 0.197677968069911, "loss_mask": 0.26790977269411087, "loss_maskiou": 0.005742432200349867, "loss_sem_seg": 0.263758004643023, "lr": 0.01, "mask_rcnn/accuracy": 0.8753720443690048, "mask_rcnn/false_negative": 0.10384677377291339, "mask_rcnn/false_positive": 0.15575164720721255, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.7841665418818593, "total_loss": 1.6030348942804267} {"data_time": 0.015946516767144203, "eta_seconds": 48162.054910015315, "iteration": 207859, "loss_fcos_cls": 0.23963899980299175, "loss_fcos_ctr": 0.6185953691601753, "loss_fcos_loc": 0.19518854445777833, "loss_mask": 0.2621804936788976, "loss_maskiou": 0.005440573178930208, "loss_sem_seg": 0.27142800902947783, "lr": 0.01, "mask_rcnn/accuracy": 0.8762459001457725, "mask_rcnn/false_negative": 0.09787051067355737, "mask_rcnn/false_positive": 0.1528617722688695, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.25, "time": 0.7591911572962999, "total_loss": 1.61389573206543} {"data_time": 0.017430663108825684, "eta_seconds": 48103.32319769729, "iteration": 207879, "loss_fcos_cls": 0.24872485804371536, "loss_fcos_ctr": 0.6191829196177423, "loss_fcos_loc": 0.1890646183746867, "loss_mask": 0.27279959339648485, "loss_maskiou": 0.0055852938603493385, "loss_sem_seg": 0.2937062019482255, "lr": 0.01, "mask_rcnn/accuracy": 0.8806541638394488, "mask_rcnn/false_negative": 0.09265016058222861, "mask_rcnn/false_positive": 0.1464689392993962, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 35.5, "time": 0.7636867975816131, "total_loss": 1.6531199824385112} {"data_time": 0.015447048470377922, "eta_seconds": 48048.69283150695, "iteration": 207899, "loss_fcos_cls": 0.2531687839073129, "loss_fcos_ctr": 0.6210020380094647, "loss_fcos_loc": 0.19621894578449428, "loss_mask": 0.2626335071399808, "loss_maskiou": 0.005483985907630995, "loss_sem_seg": 0.28999349288642406, "lr": 0.01, "mask_rcnn/accuracy": 0.8914085914085914, "mask_rcnn/false_negative": 0.09182297691627316, "mask_rcnn/false_positive": 0.12384436926488063, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 37.25, "time": 0.7750013312324882, "total_loss": 1.6418503875902388} {"data_time": 0.016101833432912827, "eta_seconds": 48023.252932388335, "iteration": 207919, "loss_fcos_cls": 0.23811123077757657, "loss_fcos_ctr": 0.6178551241755486, "loss_fcos_loc": 0.18324619880877435, "loss_mask": 0.2564249811694026, "loss_maskiou": 0.004803574120160192, "loss_sem_seg": 0.26566690899198875, "lr": 0.01, "mask_rcnn/accuracy": 0.8918430506260475, "mask_rcnn/false_negative": 0.086976437500074, "mask_rcnn/false_positive": 0.1597134729177881, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.5, "time": 0.7599520590156317, "total_loss": 1.581513532641111} {"data_time": 0.016970749013125896, "eta_seconds": 47993.36172100995, "iteration": 207939, "loss_fcos_cls": 0.257290770765394, "loss_fcos_ctr": 0.619670707732439, "loss_fcos_loc": 0.2057428596308455, "loss_mask": 0.27635144628584385, "loss_maskiou": 0.005422979425929952, "loss_sem_seg": 0.2578098997473717, "lr": 0.01, "mask_rcnn/accuracy": 0.8857653257155397, "mask_rcnn/false_negative": 0.09008947785154205, "mask_rcnn/false_positive": 0.1274106950783521, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.75, "time": 0.7536474280059338, "total_loss": 1.637684828529018} {"data_time": 0.015721875242888927, "eta_seconds": 47936.56706527248, "iteration": 207959, "loss_fcos_cls": 0.23868593387305737, "loss_fcos_ctr": 0.6203242251649499, "loss_fcos_loc": 0.19295674050226808, "loss_mask": 0.28415551502257586, "loss_maskiou": 0.005948902835370973, "loss_sem_seg": 0.2298975228331983, "lr": 0.01, "mask_rcnn/accuracy": 0.8730613713303218, "mask_rcnn/false_negative": 0.11052559997969902, "mask_rcnn/false_positive": 0.13673053508775423, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 30.5, "time": 0.7651180699467659, "total_loss": 1.5783681779794279} {"data_time": 0.016150874085724354, "eta_seconds": 47921.11387558654, "iteration": 207979, "loss_fcos_cls": 0.24567877501249313, "loss_fcos_ctr": 0.6193628222681582, "loss_fcos_loc": 0.1919804912758991, "loss_mask": 0.26553783006966114, "loss_maskiou": 0.005032837332691997, "loss_sem_seg": 0.28057132894173265, "lr": 0.01, "mask_rcnn/accuracy": 0.9054669784580498, "mask_rcnn/false_negative": 0.08169102309537551, "mask_rcnn/false_positive": 0.11917664442479571, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7671991065144539, "total_loss": 1.62858166492515} {"data_time": 0.015098611824214458, "eta_seconds": 47900.311842720956, "iteration": 207999, "loss_fcos_cls": 0.2600448632147163, "loss_fcos_ctr": 0.6198223261162639, "loss_fcos_loc": 0.20086346042808145, "loss_mask": 0.2646326241083443, "loss_maskiou": 0.00539543604827486, "loss_sem_seg": 0.27834817208349705, "lr": 0.01, "mask_rcnn/accuracy": 0.8711601501780073, "mask_rcnn/false_negative": 0.10943504201231871, "mask_rcnn/false_positive": 0.1328916477660608, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 27.25, "time": 0.7917097937315702, "total_loss": 1.6145038287504576} {"data_time": 0.015854652039706707, "eta_seconds": 47841.136873101816, "iteration": 208019, "loss_fcos_cls": 0.2534436044516042, "loss_fcos_ctr": 0.6197711029089987, "loss_fcos_loc": 0.19913654238916934, "loss_mask": 0.27222962863743305, "loss_maskiou": 0.005035526352003217, "loss_sem_seg": 0.2616991437971592, "lr": 0.01, "mask_rcnn/accuracy": 0.8864395127316982, "mask_rcnn/false_negative": 0.09174476142415508, "mask_rcnn/false_positive": 0.14194276843612932, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 37.5, "time": 0.761395126581192, "total_loss": 1.5740301929909037} {"data_time": 0.015427620150148869, "eta_seconds": 47819.60620183963, "iteration": 208039, "loss_fcos_cls": 0.25519788183737546, "loss_fcos_ctr": 0.6221893895417452, "loss_fcos_loc": 0.20209625834831968, "loss_mask": 0.2742954380810261, "loss_maskiou": 0.005360306386137381, "loss_sem_seg": 0.26714342972263694, "lr": 0.01, "mask_rcnn/accuracy": 0.8776105909396725, "mask_rcnn/false_negative": 0.10133406156326773, "mask_rcnn/false_positive": 0.15451930587299806, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7616481939330697, "total_loss": 1.615317771807895} {"data_time": 0.016757084988057613, "eta_seconds": 47811.93779768888, "iteration": 208059, "loss_fcos_cls": 0.24499238631688058, "loss_fcos_ctr": 0.6184393693692982, "loss_fcos_loc": 0.18323120241984725, "loss_mask": 0.26642259024083614, "loss_maskiou": 0.005667982331942767, "loss_sem_seg": 0.29791290033608675, "lr": 0.01, "mask_rcnn/accuracy": 0.9031790573372207, "mask_rcnn/false_negative": 0.08872811054591631, "mask_rcnn/false_positive": 0.09706575423849045, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.5, "time": 0.7827834552153945, "total_loss": 1.6080924468260491} {"data_time": 0.01830129325389862, "eta_seconds": 47788.73542428482, "iteration": 208079, "loss_fcos_cls": 0.263817782048136, "loss_fcos_ctr": 0.6191953029483557, "loss_fcos_loc": 0.19831146279466338, "loss_mask": 0.2715772585943341, "loss_maskiou": 0.005621571523079183, "loss_sem_seg": 0.28460806841030717, "lr": 0.01, "mask_rcnn/accuracy": 0.8708997848699339, "mask_rcnn/false_negative": 0.10736200247069813, "mask_rcnn/false_positive": 0.1398911814224741, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7563557149842381, "total_loss": 1.6517805941330153} {"data_time": 0.017712553963065147, "eta_seconds": 47773.30003550742, "iteration": 208099, "loss_fcos_cls": 0.24653673148714006, "loss_fcos_ctr": 0.620555242523551, "loss_fcos_loc": 0.19440637645311654, "loss_mask": 0.26440530829131603, "loss_maskiou": 0.0051063772407360375, "loss_sem_seg": 0.24798416160047054, "lr": 0.01, "mask_rcnn/accuracy": 0.8765930862140774, "mask_rcnn/false_negative": 0.10172948134381508, "mask_rcnn/false_positive": 0.14907112374177123, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.5, "time": 0.7728498494252563, "total_loss": 1.5815917309882934} {"data_time": 0.016851075924932957, "eta_seconds": 47757.86464673001, "iteration": 208119, "loss_fcos_cls": 0.251487672328949, "loss_fcos_ctr": 0.6214613784104586, "loss_fcos_loc": 0.19829173502512276, "loss_mask": 0.2698480188846588, "loss_maskiou": 0.005594253874733113, "loss_sem_seg": 0.2746598836965859, "lr": 0.01, "mask_rcnn/accuracy": 0.8878797974413646, "mask_rcnn/false_negative": 0.09314603341683836, "mask_rcnn/false_positive": 0.11639405903645078, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.0, "time": 0.7706211898475885, "total_loss": 1.6324454276473261} {"data_time": 0.01775227952748537, "eta_seconds": 47736.47638404649, "iteration": 208139, "loss_fcos_cls": 0.2430221022805199, "loss_fcos_ctr": 0.6210440304130316, "loss_fcos_loc": 0.1931555262999609, "loss_mask": 0.2579814465716481, "loss_maskiou": 0.0054852676767040975, "loss_sem_seg": 0.26317306933924556, "lr": 0.01, "mask_rcnn/accuracy": 0.8857146376485162, "mask_rcnn/false_negative": 0.08058688950263018, "mask_rcnn/false_positive": 0.12926710207588382, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.7820674395188689, "total_loss": 1.5939453118044185} {"data_time": 0.01493107434362173, "eta_seconds": 47733.07538389973, "iteration": 208159, "loss_fcos_cls": 0.2413320338819176, "loss_fcos_ctr": 0.6208190456964076, "loss_fcos_loc": 0.19919288693927228, "loss_mask": 0.2670280337333679, "loss_maskiou": 0.00514696299796924, "loss_sem_seg": 0.25740545033477247, "lr": 0.01, "mask_rcnn/accuracy": 0.870295988258317, "mask_rcnn/false_negative": 0.11356086357017595, "mask_rcnn/false_positive": 0.14698694865155276, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.5, "time": 0.7877749772742391, "total_loss": 1.6241916700819274} {"data_time": 0.016905074939131737, "eta_seconds": 47702.03909662273, "iteration": 208179, "loss_fcos_cls": 0.24197604856453836, "loss_fcos_ctr": 0.6195186115801334, "loss_fcos_loc": 0.18976349011063576, "loss_mask": 0.2663686601445079, "loss_maskiou": 0.005193929391680285, "loss_sem_seg": 0.2570152492262423, "lr": 0.01, "mask_rcnn/accuracy": 0.909585296382704, "mask_rcnn/false_negative": 0.07359723879040023, "mask_rcnn/false_positive": 0.11270758886673515, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 24.5, "time": 0.754589919000864, "total_loss": 1.6028452436512453} {"data_time": 0.015138396061956882, "eta_seconds": 47660.19639310241, "iteration": 208199, "loss_fcos_cls": 0.2383445198647678, "loss_fcos_ctr": 0.6170601435005665, "loss_fcos_loc": 0.17587215302046388, "loss_mask": 0.2578116627410054, "loss_maskiou": 0.005453839552501449, "loss_sem_seg": 0.2766452166251838, "lr": 0.01, "mask_rcnn/accuracy": 0.8817207240038873, "mask_rcnn/false_negative": 0.0840585442893971, "mask_rcnn/false_positive": 0.1261152511523663, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.0, "time": 0.7678947411477566, "total_loss": 1.5811472999848775} {"data_time": 0.014897852204740047, "eta_seconds": 47636.38680680096, "iteration": 208219, "loss_fcos_cls": 0.2597001572139561, "loss_fcos_ctr": 0.624865640886128, "loss_fcos_loc": 0.19796368689276278, "loss_mask": 0.2778270896524191, "loss_maskiou": 0.0056208173773484305, "loss_sem_seg": 0.24468438839539886, "lr": 0.01, "mask_rcnn/accuracy": 0.8676267700957934, "mask_rcnn/false_negative": 0.11361121261413425, "mask_rcnn/false_positive": 0.13735981428298724, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.770285832695663, "total_loss": 1.6194408679803018} {"data_time": 0.01720192190259695, "eta_seconds": 47620.965759292245, "iteration": 208239, "loss_fcos_cls": 0.25693184544797987, "loss_fcos_ctr": 0.6196697726845741, "loss_fcos_loc": 0.1879300803411752, "loss_mask": 0.2633902421221137, "loss_maskiou": 0.005092472074466059, "loss_sem_seg": 0.27881933143362403, "lr": 0.01, "mask_rcnn/accuracy": 0.8764758373107308, "mask_rcnn/false_negative": 0.09691243082677073, "mask_rcnn/false_positive": 0.14868589938783908, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 35.5, "time": 0.7706119930371642, "total_loss": 1.611944227366621} {"data_time": 0.016731065697968006, "eta_seconds": 47605.54471178353, "iteration": 208259, "loss_fcos_cls": 0.247136564925313, "loss_fcos_ctr": 0.6207846789620817, "loss_fcos_loc": 0.19026121497154236, "loss_mask": 0.27700164867565036, "loss_maskiou": 0.00593088458845159, "loss_sem_seg": 0.25889573292806745, "lr": 0.01, "mask_rcnn/accuracy": 0.9013673828906563, "mask_rcnn/false_negative": 0.07884649109555625, "mask_rcnn/false_positive": 0.12589477405003388, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 26.5, "time": 0.7784432535991073, "total_loss": 1.5728452685434604} {"data_time": 0.01731714978814125, "eta_seconds": 47598.501344293356, "iteration": 208279, "loss_fcos_cls": 0.24895612825639546, "loss_fcos_ctr": 0.6180742178112268, "loss_fcos_loc": 0.18694334288011305, "loss_mask": 0.25671446416527033, "loss_maskiou": 0.004906469468551222, "loss_sem_seg": 0.2677566970232874, "lr": 0.01, "mask_rcnn/accuracy": 0.8850962516154002, "mask_rcnn/false_negative": 0.10931253053560078, "mask_rcnn/false_positive": 0.12693606812030533, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7679067179560661, "total_loss": 1.5721485610847594} {"data_time": 0.01660853438079357, "eta_seconds": 47573.60471848212, "iteration": 208299, "loss_fcos_cls": 0.24098124750889838, "loss_fcos_ctr": 0.6180353611707687, "loss_fcos_loc": 0.18651249492540956, "loss_mask": 0.2689131395891309, "loss_maskiou": 0.005371169434511103, "loss_sem_seg": 0.27221674751490355, "lr": 0.01, "mask_rcnn/accuracy": 0.8994735854207905, "mask_rcnn/false_negative": 0.11227276179789242, "mask_rcnn/false_positive": 0.11766634326461609, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7766323257237673, "total_loss": 1.6150342506007291} {"data_time": 0.01786548923701048, "eta_seconds": 47559.881064314395, "iteration": 208319, "loss_fcos_cls": 0.25002416782081127, "loss_fcos_ctr": 0.6216274951584637, "loss_fcos_loc": 0.20178052003029734, "loss_mask": 0.2612032499164343, "loss_maskiou": 0.005704943454475142, "loss_sem_seg": 0.24755201349034905, "lr": 0.01, "mask_rcnn/accuracy": 0.8794007120253164, "mask_rcnn/false_negative": 0.09742611647604146, "mask_rcnn/false_positive": 0.1423561676458172, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.75, "time": 0.7908611102029681, "total_loss": 1.6147478722086817} {"data_time": 0.015850340947508812, "eta_seconds": 47578.976692747325, "iteration": 208339, "loss_fcos_cls": 0.24834055319661275, "loss_fcos_ctr": 0.6195312878116965, "loss_fcos_loc": 0.1965946436394006, "loss_mask": 0.2726077320985496, "loss_maskiou": 0.0056624216013005935, "loss_sem_seg": 0.2722867946140468, "lr": 0.01, "mask_rcnn/accuracy": 0.8755123460543481, "mask_rcnn/false_negative": 0.11320344396904933, "mask_rcnn/false_positive": 0.1181138728858542, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.75, "time": 0.770833563990891, "total_loss": 1.6116022825808614} {"data_time": 0.016609868966042995, "eta_seconds": 47567.63776539825, "iteration": 208359, "loss_fcos_cls": 0.23680670280009508, "loss_fcos_ctr": 0.6186396693810821, "loss_fcos_loc": 0.19180136360228062, "loss_mask": 0.2711026584729552, "loss_maskiou": 0.0055906774796312675, "loss_sem_seg": 0.24606414325535297, "lr": 0.01, "mask_rcnn/accuracy": 0.8705374014685239, "mask_rcnn/false_negative": 0.10091151535260479, "mask_rcnn/false_positive": 0.1420722478191016, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 28.5, "time": 0.7845044173300266, "total_loss": 1.5816121974894486} {"data_time": 0.0161466458812356, "eta_seconds": 47548.11181757972, "iteration": 208379, "loss_fcos_cls": 0.2661578798433766, "loss_fcos_ctr": 0.6212162189185619, "loss_fcos_loc": 0.19902171683497727, "loss_mask": 0.27091947477310896, "loss_maskiou": 0.005083075193397235, "loss_sem_seg": 0.27710960898548365, "lr": 0.01, "mask_rcnn/accuracy": 0.879731735097056, "mask_rcnn/false_negative": 0.07809514175698612, "mask_rcnn/false_positive": 0.16847243716398452, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 27.0, "time": 0.7736015729606152, "total_loss": 1.6546232095133746} {"data_time": 0.015370861627161503, "eta_seconds": 47532.67937999591, "iteration": 208399, "loss_fcos_cls": 0.2532973811030388, "loss_fcos_ctr": 0.6175783090293407, "loss_fcos_loc": 0.1918433455284685, "loss_mask": 0.2670257780700922, "loss_maskiou": 0.005908954837650526, "loss_sem_seg": 0.23411091300658882, "lr": 0.01, "mask_rcnn/accuracy": 0.8705057626319859, "mask_rcnn/false_negative": 0.12648158689381198, "mask_rcnn/false_positive": 0.13896672468481572, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7656964659690857, "total_loss": 1.5657845551068021} {"data_time": 0.01665391493588686, "eta_seconds": 47521.336468113586, "iteration": 208419, "loss_fcos_cls": 0.25418824097141623, "loss_fcos_ctr": 0.621593720279634, "loss_fcos_loc": 0.1998449929524213, "loss_mask": 0.27012046333402395, "loss_maskiou": 0.005236947494267952, "loss_sem_seg": 0.281755207804963, "lr": 0.01, "mask_rcnn/accuracy": 0.8866724308300395, "mask_rcnn/false_negative": 0.09032906821163664, "mask_rcnn/false_positive": 0.14300986459488835, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.0, "time": 0.7818978298455477, "total_loss": 1.6473980596638285} {"data_time": 0.017551428638398647, "eta_seconds": 47546.1998221362, "iteration": 208439, "loss_fcos_cls": 0.25584423705004156, "loss_fcos_ctr": 0.62227947358042, "loss_fcos_loc": 0.19889313052408397, "loss_mask": 0.2673756582662463, "loss_maskiou": 0.006123053579358384, "loss_sem_seg": 0.30429119104519486, "lr": 0.01, "mask_rcnn/accuracy": 0.8787851324740423, "mask_rcnn/false_negative": 0.10111221540445481, "mask_rcnn/false_positive": 0.1391000685478736, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 26.75, "time": 0.794885354116559, "total_loss": 1.6751773176292772} {"data_time": 0.015573190525174141, "eta_seconds": 47530.75296460558, "iteration": 208459, "loss_fcos_cls": 0.2741220146417618, "loss_fcos_ctr": 0.61937091127038, "loss_fcos_loc": 0.20307092182338238, "loss_mask": 0.28745733201503754, "loss_maskiou": 0.006049857569450978, "loss_sem_seg": 0.2975537502206862, "lr": 0.01, "mask_rcnn/accuracy": 0.8849199907235621, "mask_rcnn/false_negative": 0.09598226208492833, "mask_rcnn/false_positive": 0.13200946036367517, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.25, "time": 0.7736096270382404, "total_loss": 1.676565445464803} {"data_time": 0.01593442913144827, "eta_seconds": 47497.12835377827, "iteration": 208479, "loss_fcos_cls": 0.24538191477768123, "loss_fcos_ctr": 0.6234572962857783, "loss_fcos_loc": 0.19592147646471858, "loss_mask": 0.26767495181411505, "loss_maskiou": 0.005091371844173409, "loss_sem_seg": 0.26715292083099484, "lr": 0.01, "mask_rcnn/accuracy": 0.8819718152747824, "mask_rcnn/false_negative": 0.10011143604546485, "mask_rcnn/false_positive": 0.1268427543460677, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 37.25, "time": 0.7645085668191314, "total_loss": 1.598827074849396} {"data_time": 0.015179983340203762, "eta_seconds": 47524.718042795546, "iteration": 208499, "loss_fcos_cls": 0.248969987151213, "loss_fcos_ctr": 0.6180186364799738, "loss_fcos_loc": 0.18780777836218476, "loss_mask": 0.27249964978545904, "loss_maskiou": 0.0054580020369030535, "loss_sem_seg": 0.29111619701143354, "lr": 0.01, "mask_rcnn/accuracy": 0.8810418904403867, "mask_rcnn/false_negative": 0.1028857538638063, "mask_rcnn/false_positive": 0.1296236012122833, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7771755084395409, "total_loss": 1.5888584068306955} {"data_time": 0.016537539660930634, "eta_seconds": 47509.26310123596, "iteration": 208519, "loss_fcos_cls": 0.2518007167382166, "loss_fcos_ctr": 0.6210770732723176, "loss_fcos_loc": 0.1929635964334011, "loss_mask": 0.27994383964687586, "loss_maskiou": 0.005425388793810271, "loss_sem_seg": 0.26607371773570776, "lr": 0.01, "mask_rcnn/accuracy": 0.8661858085625554, "mask_rcnn/false_negative": 0.11758533464043958, "mask_rcnn/false_positive": 0.14882148592697747, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.7621233966201544, "total_loss": 1.6125228847158724} {"data_time": 0.015053736977279186, "eta_seconds": 47468.96553448308, "iteration": 208539, "loss_fcos_cls": 0.2432449096813798, "loss_fcos_ctr": 0.619683273602277, "loss_fcos_loc": 0.19331669190432876, "loss_mask": 0.27651971112936735, "loss_maskiou": 0.005647635902278125, "loss_sem_seg": 0.2779163415543735, "lr": 0.01, "mask_rcnn/accuracy": 0.8744479033631333, "mask_rcnn/false_negative": 0.11429733332508538, "mask_rcnn/false_positive": 0.1609604010111232, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.0, "time": 0.7774786436930299, "total_loss": 1.6251558792282594} {"data_time": 0.017139931209385395, "eta_seconds": 47478.3532181168, "iteration": 208559, "loss_fcos_cls": 0.25998515938408673, "loss_fcos_ctr": 0.6223986204713583, "loss_fcos_loc": 0.20698308618739247, "loss_mask": 0.27387187629938126, "loss_maskiou": 0.0056208805362985, "loss_sem_seg": 0.2793677905574441, "lr": 0.01, "mask_rcnn/accuracy": 0.8800655582270014, "mask_rcnn/false_negative": 0.10400310446008385, "mask_rcnn/false_positive": 0.16359615978232742, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 33.0, "time": 0.7932803006842732, "total_loss": 1.6768406252558634} {"data_time": 0.015906374901533127, "eta_seconds": 47410.356908725575, "iteration": 208579, "loss_fcos_cls": 0.24205899774096906, "loss_fcos_ctr": 0.6183507358655334, "loss_fcos_loc": 0.18514767137821764, "loss_mask": 0.2682717377319932, "loss_maskiou": 0.00601187027132255, "loss_sem_seg": 0.2951235715299845, "lr": 0.01, "mask_rcnn/accuracy": 0.8823139472135008, "mask_rcnn/false_negative": 0.09923165339971052, "mask_rcnn/false_positive": 0.13601426775968933, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.0, "time": 0.7705674339085817, "total_loss": 1.6200024069694337} {"data_time": 0.015394607558846474, "eta_seconds": 47404.48266527429, "iteration": 208599, "loss_fcos_cls": 0.26037104264833033, "loss_fcos_ctr": 0.6212289119139314, "loss_fcos_loc": 0.19930285110604018, "loss_mask": 0.26471297163516283, "loss_maskiou": 0.005279978686303366, "loss_sem_seg": 0.2838116749189794, "lr": 0.01, "mask_rcnn/accuracy": 0.8848881786856533, "mask_rcnn/false_negative": 0.10120592107063094, "mask_rcnn/false_positive": 0.10329182647996318, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7713849889114499, "total_loss": 1.624609604354191} {"data_time": 0.0158141041174531, "eta_seconds": 47389.041717190295, "iteration": 208619, "loss_fcos_cls": 0.2549384052399546, "loss_fcos_ctr": 0.6214837455190718, "loss_fcos_loc": 0.19169305148534477, "loss_mask": 0.26318877656012774, "loss_maskiou": 0.005195024350541644, "loss_sem_seg": 0.27580610918812454, "lr": 0.01, "mask_rcnn/accuracy": 0.8860963616215718, "mask_rcnn/false_negative": 0.10186972981125114, "mask_rcnn/false_positive": 0.11512706569002368, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.75, "time": 0.7826234037056565, "total_loss": 1.61176515299303} {"data_time": 0.017722715623676777, "eta_seconds": 47399.800672655925, "iteration": 208639, "loss_fcos_cls": 0.25639575393870473, "loss_fcos_ctr": 0.6212921468541026, "loss_fcos_loc": 0.19559925282374024, "loss_mask": 0.2715470213443041, "loss_maskiou": 0.006020785680448171, "loss_sem_seg": 0.27650757087394595, "lr": 0.01, "mask_rcnn/accuracy": 0.8784202825867189, "mask_rcnn/false_negative": 0.09315612987836672, "mask_rcnn/false_positive": 0.14010808873326042, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7749132560566068, "total_loss": 1.6701894567522686} {"data_time": 0.01661807019263506, "eta_seconds": 47384.35118497722, "iteration": 208659, "loss_fcos_cls": 0.2448178951162845, "loss_fcos_ctr": 0.6190836527384818, "loss_fcos_loc": 0.1891337985289283, "loss_mask": 0.25844054063782096, "loss_maskiou": 0.005484683621034492, "loss_sem_seg": 0.25960811879485846, "lr": 0.01, "mask_rcnn/accuracy": 0.8850216248630971, "mask_rcnn/false_negative": 0.0990604512993763, "mask_rcnn/false_positive": 0.1377529134075985, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 36.25, "time": 0.781892959959805, "total_loss": 1.587686184051563} {"data_time": 0.01767311617732048, "eta_seconds": 47386.778439729474, "iteration": 208679, "loss_fcos_cls": 0.23751815408468246, "loss_fcos_ctr": 0.6180061413906515, "loss_fcos_loc": 0.18458992178784683, "loss_mask": 0.2554380325600505, "loss_maskiou": 0.005540529731661081, "loss_sem_seg": 0.27921715239062905, "lr": 0.01, "mask_rcnn/accuracy": 0.863178323890203, "mask_rcnn/false_negative": 0.11140049791875367, "mask_rcnn/false_positive": 0.13984355561467615, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.75, "time": 0.7622296148911119, "total_loss": 1.5825971685917466} {"data_time": 0.015800572000443935, "eta_seconds": 47409.799946970306, "iteration": 208699, "loss_fcos_cls": 0.25216625700704753, "loss_fcos_ctr": 0.6208182596601546, "loss_fcos_loc": 0.20010311424266547, "loss_mask": 0.26493325270712376, "loss_maskiou": 0.005351748724933714, "loss_sem_seg": 0.25807629944756627, "lr": 0.01, "mask_rcnn/accuracy": 0.8936155480710803, "mask_rcnn/false_negative": 0.08328915799065889, "mask_rcnn/false_positive": 0.11459685825843459, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.0, "time": 0.7796276714652777, "total_loss": 1.6296009206489543} {"data_time": 0.015572783537209034, "eta_seconds": 47377.078353317454, "iteration": 208719, "loss_fcos_cls": 0.2422455083578825, "loss_fcos_ctr": 0.620210190769285, "loss_fcos_loc": 0.18471716550993733, "loss_mask": 0.2643573144450784, "loss_maskiou": 0.0051386567211011425, "loss_sem_seg": 0.26760443998500705, "lr": 0.01, "mask_rcnn/accuracy": 0.8704690103082049, "mask_rcnn/false_negative": 0.09475875701627065, "mask_rcnn/false_positive": 0.14944649727360262, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.0, "time": 0.7835796708241105, "total_loss": 1.5867374033259694} {"data_time": 0.014578104950487614, "eta_seconds": 47361.61611270346, "iteration": 208739, "loss_fcos_cls": 0.2523523671552539, "loss_fcos_ctr": 0.6217386536300182, "loss_fcos_loc": 0.20343820587731898, "loss_mask": 0.26651913579553366, "loss_maskiou": 0.005899767755181529, "loss_sem_seg": 0.2654063245281577, "lr": 0.01, "mask_rcnn/accuracy": 0.8857233442157351, "mask_rcnn/false_negative": 0.10604885231581954, "mask_rcnn/false_positive": 0.1255347135987548, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 33.25, "time": 0.7951375860720873, "total_loss": 1.656894673149509} {"data_time": 0.014988887123763561, "eta_seconds": 47378.36115134321, "iteration": 208759, "loss_fcos_cls": 0.2505893721245229, "loss_fcos_ctr": 0.620607222430408, "loss_fcos_loc": 0.19638485135510564, "loss_mask": 0.26895808381959796, "loss_maskiou": 0.0051853406184818596, "loss_sem_seg": 0.2865817362908274, "lr": 0.01, "mask_rcnn/accuracy": 0.8567678119710139, "mask_rcnn/false_negative": 0.10629619851962178, "mask_rcnn/false_positive": 0.16932909627880305, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 37.0, "time": 0.7881653998047113, "total_loss": 1.6140348770532} {"data_time": 0.01640759129077196, "eta_seconds": 47360.10878116172, "iteration": 208779, "loss_fcos_cls": 0.23684556083753705, "loss_fcos_ctr": 0.6196357253938913, "loss_fcos_loc": 0.1861182728316635, "loss_mask": 0.2584068113937974, "loss_maskiou": 0.004869900360063184, "loss_sem_seg": 0.2764390322845429, "lr": 0.01, "mask_rcnn/accuracy": 0.8761763969189927, "mask_rcnn/false_negative": 0.11179657013818206, "mask_rcnn/false_positive": 0.14078968121335247, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.5, "time": 0.7747339466586709, "total_loss": 1.5873621255996113} {"data_time": 0.015029549598693848, "eta_seconds": 47315.22939086147, "iteration": 208799, "loss_fcos_cls": 0.24759048596024513, "loss_fcos_ctr": 0.6185384327545762, "loss_fcos_loc": 0.18903398467227817, "loss_mask": 0.2633183039724827, "loss_maskiou": 0.004866357121500187, "loss_sem_seg": 0.28290803800337017, "lr": 0.01, "mask_rcnn/accuracy": 0.9136087127158556, "mask_rcnn/false_negative": 0.07048988342648319, "mask_rcnn/false_positive": 0.1166768171762127, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.5, "time": 0.763532854616642, "total_loss": 1.6242428122350248} {"data_time": 0.016567333601415157, "eta_seconds": 47284.77847457584, "iteration": 208819, "loss_fcos_cls": 0.2532955182250589, "loss_fcos_ctr": 0.6198141863569617, "loss_fcos_loc": 0.19419004279188812, "loss_mask": 0.2789209336042404, "loss_maskiou": 0.005780210834927857, "loss_sem_seg": 0.2626276556402445, "lr": 0.01, "mask_rcnn/accuracy": 0.8540802660349853, "mask_rcnn/false_negative": 0.10965163144411133, "mask_rcnn/false_positive": 0.1987475093851645, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.5, "time": 0.77910793479532, "total_loss": 1.632976595639775} {"data_time": 0.017666611820459366, "eta_seconds": 47263.135893939994, "iteration": 208839, "loss_fcos_cls": 0.2519820029847324, "loss_fcos_ctr": 0.6171362902969122, "loss_fcos_loc": 0.19930449384264648, "loss_mask": 0.2555594127625227, "loss_maskiou": 0.005301570927258581, "loss_sem_seg": 0.2588075348176062, "lr": 0.01, "mask_rcnn/accuracy": 0.8901690712915202, "mask_rcnn/false_negative": 0.07433756996020864, "mask_rcnn/false_positive": 0.12167438693238426, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7728614807128906, "total_loss": 1.5953231771054561} {"data_time": 0.0164863308891654, "eta_seconds": 47253.86379291024, "iteration": 208859, "loss_fcos_cls": 0.25171809061430395, "loss_fcos_ctr": 0.6194934481754899, "loss_fcos_loc": 0.20075746823567897, "loss_mask": 0.27553768921643496, "loss_maskiou": 0.005431677571323235, "loss_sem_seg": 0.2595081296749413, "lr": 0.01, "mask_rcnn/accuracy": 0.8986414481046656, "mask_rcnn/false_negative": 0.09138225596574696, "mask_rcnn/false_positive": 0.1263139705625822, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.5, "time": 0.7676144875586033, "total_loss": 1.5983147641750293} {"data_time": 0.01615438237786293, "eta_seconds": 47227.561013717204, "iteration": 208879, "loss_fcos_cls": 0.24760531913489103, "loss_fcos_ctr": 0.6188615681603551, "loss_fcos_loc": 0.19087030389346182, "loss_mask": 0.2683160984888673, "loss_maskiou": 0.0049089462190750055, "loss_sem_seg": 0.2598274415358901, "lr": 0.01, "mask_rcnn/accuracy": 0.8996795655423109, "mask_rcnn/false_negative": 0.09753256544121677, "mask_rcnn/false_positive": 0.09948876391165457, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 31.0, "time": 0.7589870793744922, "total_loss": 1.6101798790768953} {"data_time": 0.015582062304019928, "eta_seconds": 47179.85378545057, "iteration": 208899, "loss_fcos_cls": 0.25030656647868454, "loss_fcos_ctr": 0.6218606838956475, "loss_fcos_loc": 0.19931630534119904, "loss_mask": 0.28060252219438553, "loss_maskiou": 0.005278867552988231, "loss_sem_seg": 0.288676047232002, "lr": 0.01, "mask_rcnn/accuracy": 0.8644260068892422, "mask_rcnn/false_negative": 0.10095380396571339, "mask_rcnn/false_positive": 0.1669338176976734, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 36.5, "time": 0.7647503912448883, "total_loss": 1.6388244991976535} {"data_time": 0.01630920823663473, "eta_seconds": 47232.719851872884, "iteration": 208919, "loss_fcos_cls": 0.2719639134593308, "loss_fcos_ctr": 0.6238482021726668, "loss_fcos_loc": 0.20589098252821714, "loss_mask": 0.28207938373088837, "loss_maskiou": 0.005972955754259601, "loss_sem_seg": 0.27140875486657023, "lr": 0.01, "mask_rcnn/accuracy": 0.8769456152026028, "mask_rcnn/false_negative": 0.08535979665275717, "mask_rcnn/false_positive": 0.15085729805535064, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7911590030416846, "total_loss": 1.7077309793239692} {"data_time": 0.017639038152992725, "eta_seconds": 47217.25425050687, "iteration": 208939, "loss_fcos_cls": 0.25732830143533647, "loss_fcos_ctr": 0.6198686743155122, "loss_fcos_loc": 0.19747073343023658, "loss_mask": 0.2713079610839486, "loss_maskiou": 0.005242392726358958, "loss_sem_seg": 0.2867421912960708, "lr": 0.01, "mask_rcnn/accuracy": 0.892932649562447, "mask_rcnn/false_negative": 0.09159339439910112, "mask_rcnn/false_positive": 0.13083615646656097, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.75, "time": 0.7656302461400628, "total_loss": 1.6327870974782854} {"data_time": 0.015550904907286167, "eta_seconds": 47237.01208989043, "iteration": 208959, "loss_fcos_cls": 0.24491865350864828, "loss_fcos_ctr": 0.6206676224246621, "loss_fcos_loc": 0.19315920467488468, "loss_mask": 0.2734386743977666, "loss_maskiou": 0.005366951118048746, "loss_sem_seg": 0.28536075714509934, "lr": 0.01, "mask_rcnn/accuracy": 0.8892846897795263, "mask_rcnn/false_negative": 0.0955242356565682, "mask_rcnn/false_positive": 0.12712385295848844, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.0, "time": 0.7830436620861292, "total_loss": 1.6563039556058357} {"data_time": 0.016652616672217846, "eta_seconds": 47226.21264424082, "iteration": 208979, "loss_fcos_cls": 0.2523531005717814, "loss_fcos_ctr": 0.617620310280472, "loss_fcos_loc": 0.1876059821806848, "loss_mask": 0.2763484362512827, "loss_maskiou": 0.005473289813380688, "loss_sem_seg": 0.27337027806788683, "lr": 0.01, "mask_rcnn/accuracy": 0.8871058113167747, "mask_rcnn/false_negative": 0.11541067876776732, "mask_rcnn/false_positive": 0.10854539344225743, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7781221810728312, "total_loss": 1.5930596843318199} {"data_time": 0.015504329465329647, "eta_seconds": 47198.67070552055, "iteration": 208999, "loss_fcos_cls": 0.256370137212798, "loss_fcos_ctr": 0.6212962362915277, "loss_fcos_loc": 0.1933559738099575, "loss_mask": 0.26615849789232016, "loss_maskiou": 0.005534342300961725, "loss_sem_seg": 0.2784500210545957, "lr": 0.01, "mask_rcnn/accuracy": 0.8796101382282236, "mask_rcnn/false_negative": 0.08662328750703463, "mask_rcnn/false_positive": 0.1610923140055346, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 36.5, "time": 0.777031279169023, "total_loss": 1.6249377099084086} {"data_time": 0.017711802385747433, "eta_seconds": 47230.985746080056, "iteration": 209019, "loss_fcos_cls": 0.25695946463383734, "loss_fcos_ctr": 0.6146626500412822, "loss_fcos_loc": 0.19431990990415215, "loss_mask": 0.26404200959950686, "loss_maskiou": 0.005324892117641866, "loss_sem_seg": 0.26364330353681, "lr": 0.01, "mask_rcnn/accuracy": 0.8756029868859903, "mask_rcnn/false_negative": 0.09922336417222292, "mask_rcnn/false_positive": 0.1608484324534078, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 31.0, "time": 0.7851301338523626, "total_loss": 1.6126705937203951} {"data_time": 0.017498130910098553, "eta_seconds": 47239.5118696345, "iteration": 209039, "loss_fcos_cls": 0.25372931302990764, "loss_fcos_ctr": 0.6201572329737246, "loss_fcos_loc": 0.19190704089123756, "loss_mask": 0.2672401210293174, "loss_maskiou": 0.00468555762199685, "loss_sem_seg": 0.27314513735473156, "lr": 0.01, "mask_rcnn/accuracy": 0.8770022543901281, "mask_rcnn/false_negative": 0.1012916244566289, "mask_rcnn/false_positive": 0.16887820440222534, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.25, "time": 0.7952969642356038, "total_loss": 1.5945065581217932} {"data_time": 0.015187546610832214, "eta_seconds": 47200.00495813228, "iteration": 209059, "loss_fcos_cls": 0.2418877719901502, "loss_fcos_ctr": 0.6191226816736162, "loss_fcos_loc": 0.1882205818546936, "loss_mask": 0.2644187156111002, "loss_maskiou": 0.005158599393325858, "loss_sem_seg": 0.27829547924920917, "lr": 0.01, "mask_rcnn/accuracy": 0.8926734136939066, "mask_rcnn/false_negative": 0.07863556895526257, "mask_rcnn/false_positive": 0.13081520754023734, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.0, "time": 0.7707164427265525, "total_loss": 1.5898279667308088} {"data_time": 0.015613263472914696, "eta_seconds": 47192.71806834452, "iteration": 209079, "loss_fcos_cls": 0.24396551121026278, "loss_fcos_ctr": 0.6174308620393276, "loss_fcos_loc": 0.18822968372842297, "loss_mask": 0.260026503354311, "loss_maskiou": 0.00547170898062177, "loss_sem_seg": 0.26304894778877497, "lr": 0.01, "mask_rcnn/accuracy": 0.8884303010977118, "mask_rcnn/false_negative": 0.10071496928849524, "mask_rcnn/false_positive": 0.12112923482232658, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.5, "time": 0.7709364779293537, "total_loss": 1.6042393327225} {"data_time": 0.016217323020100594, "eta_seconds": 47202.21854489483, "iteration": 209099, "loss_fcos_cls": 0.25399281992577016, "loss_fcos_ctr": 0.619047555141151, "loss_fcos_loc": 0.19232782279141247, "loss_mask": 0.2773762894794345, "loss_maskiou": 0.005554579460294917, "loss_sem_seg": 0.27168598026037216, "lr": 0.01, "mask_rcnn/accuracy": 0.8866765456182473, "mask_rcnn/false_negative": 0.08964556698132996, "mask_rcnn/false_positive": 0.12954352722477008, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.7775046778842807, "total_loss": 1.618161662161583} {"data_time": 0.01660205889493227, "eta_seconds": 47186.71724982746, "iteration": 209119, "loss_fcos_cls": 0.2617135720793158, "loss_fcos_ctr": 0.619191906414926, "loss_fcos_loc": 0.20212934142909944, "loss_mask": 0.2705586161464453, "loss_maskiou": 0.006330893549602479, "loss_sem_seg": 0.24279635213315487, "lr": 0.01, "mask_rcnn/accuracy": 0.9007935836170872, "mask_rcnn/false_negative": 0.07703725233007638, "mask_rcnn/false_positive": 0.11595165802767898, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 24.75, "time": 0.7736120782792568, "total_loss": 1.6277084716275567} {"data_time": 0.016540896147489548, "eta_seconds": 47157.25321559608, "iteration": 209139, "loss_fcos_cls": 0.23037445708177984, "loss_fcos_ctr": 0.6166062843985856, "loss_fcos_loc": 0.17938832961954176, "loss_mask": 0.26124643348157406, "loss_maskiou": 0.0049892202332557645, "loss_sem_seg": 0.2699242657981813, "lr": 0.01, "mask_rcnn/accuracy": 0.8875144213529568, "mask_rcnn/false_negative": 0.09851887242641641, "mask_rcnn/false_positive": 0.12181541673726029, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.77527666836977, "total_loss": 1.5733053207368357} {"data_time": 0.015179459936916828, "eta_seconds": 47122.55298826285, "iteration": 209159, "loss_fcos_cls": 0.2576749981380999, "loss_fcos_ctr": 0.6198447947390378, "loss_fcos_loc": 0.19678524555638433, "loss_mask": 0.25909322034567595, "loss_maskiou": 0.005226403518463485, "loss_sem_seg": 0.2633329243399203, "lr": 0.01, "mask_rcnn/accuracy": 0.8942389455782314, "mask_rcnn/false_negative": 0.08998438143501511, "mask_rcnn/false_positive": 0.11648627323233737, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.7729871049523354, "total_loss": 1.5841855971702898} {"data_time": 0.01697275973856449, "eta_seconds": 47159.737181736156, "iteration": 209179, "loss_fcos_cls": 0.26011883514001966, "loss_fcos_ctr": 0.6208860236220062, "loss_fcos_loc": 0.19432491366751492, "loss_mask": 0.2607470406219363, "loss_maskiou": 0.004890430704108439, "loss_sem_seg": 0.25511882919818163, "lr": 0.01, "mask_rcnn/accuracy": 0.8847590726100527, "mask_rcnn/false_negative": 0.09131784685594584, "mask_rcnn/false_positive": 0.1308210064340743, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 38.75, "time": 0.786931180395186, "total_loss": 1.616075597848976} {"data_time": 0.016786457039415836, "eta_seconds": 47149.02036704589, "iteration": 209199, "loss_fcos_cls": 0.2603700627805665, "loss_fcos_ctr": 0.6216490594670177, "loss_fcos_loc": 0.19608888495713472, "loss_mask": 0.26599705778062344, "loss_maskiou": 0.005266257037874311, "loss_sem_seg": 0.26273046317510307, "lr": 0.01, "mask_rcnn/accuracy": 0.8741341931509445, "mask_rcnn/false_negative": 0.10214430116185688, "mask_rcnn/false_positive": 0.12941681800713695, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.0, "time": 0.7578283501788974, "total_loss": 1.5963697571351076} {"data_time": 0.015991080552339554, "eta_seconds": 47132.09551177733, "iteration": 209219, "loss_fcos_cls": 0.2521930185612291, "loss_fcos_ctr": 0.6203455911017954, "loss_fcos_loc": 0.18493690149625763, "loss_mask": 0.25914469035342336, "loss_maskiou": 0.00521039614250185, "loss_sem_seg": 0.25206580804660916, "lr": 0.01, "mask_rcnn/accuracy": 0.8860149184194751, "mask_rcnn/false_negative": 0.07694061289316491, "mask_rcnn/false_positive": 0.12855434876306784, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7674565091729164, "total_loss": 1.5939191569777904} {"data_time": 0.01740338560193777, "eta_seconds": 47118.001784873195, "iteration": 209239, "loss_fcos_cls": 0.26005111797712743, "loss_fcos_ctr": 0.6212997809052467, "loss_fcos_loc": 0.19436783366836607, "loss_mask": 0.26614677580073476, "loss_maskiou": 0.005634785724396352, "loss_sem_seg": 0.2630045935511589, "lr": 0.01, "mask_rcnn/accuracy": 0.9003655079326252, "mask_rcnn/false_negative": 0.07163408541460281, "mask_rcnn/false_positive": 0.11403348149680886, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.25, "time": 0.7793894065544009, "total_loss": 1.6155229301512009} {"data_time": 0.015918852761387825, "eta_seconds": 47064.27297560871, "iteration": 209259, "loss_fcos_cls": 0.25312089471844956, "loss_fcos_ctr": 0.6203212700784206, "loss_fcos_loc": 0.19609538605436683, "loss_mask": 0.26110091991722584, "loss_maskiou": 0.00565207328327233, "loss_sem_seg": 0.2633985006250441, "lr": 0.01, "mask_rcnn/accuracy": 0.8859425186539507, "mask_rcnn/false_negative": 0.10885722469688924, "mask_rcnn/false_positive": 0.13823899298519832, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.75, "time": 0.7602153439074755, "total_loss": 1.5947130457061576} {"data_time": 0.016109305433928967, "eta_seconds": 47082.198605945334, "iteration": 209279, "loss_fcos_cls": 0.24499575956724584, "loss_fcos_ctr": 0.6187274102121592, "loss_fcos_loc": 0.1963946454343386, "loss_mask": 0.26639513950794935, "loss_maskiou": 0.005230450406088494, "loss_sem_seg": 0.27633377769961953, "lr": 0.01, "mask_rcnn/accuracy": 0.8856679035250463, "mask_rcnn/false_negative": 0.09834800185129547, "mask_rcnn/false_positive": 0.1382084472196506, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.75, "time": 0.7910816706717014, "total_loss": 1.610363518979284} {"data_time": 0.018253101035952568, "eta_seconds": 47043.84249295294, "iteration": 209299, "loss_fcos_cls": 0.2467855140566826, "loss_fcos_ctr": 0.618153290823102, "loss_fcos_loc": 0.19684909796342254, "loss_mask": 0.2746902471408248, "loss_maskiou": 0.005759892686910462, "loss_sem_seg": 0.2538245525211096, "lr": 0.01, "mask_rcnn/accuracy": 0.8850772163704191, "mask_rcnn/false_negative": 0.08203637619453866, "mask_rcnn/false_positive": 0.1321047047814644, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 35.5, "time": 0.7724292501807213, "total_loss": 1.6140106673556147} {"data_time": 0.017896434292197227, "eta_seconds": 46996.903176904656, "iteration": 209319, "loss_fcos_cls": 0.24354988848790526, "loss_fcos_ctr": 0.6192956725135446, "loss_fcos_loc": 0.19210011279210448, "loss_mask": 0.2682452844455838, "loss_maskiou": 0.005744980269810185, "loss_sem_seg": 0.27413929253816605, "lr": 0.01, "mask_rcnn/accuracy": 0.8651366598854732, "mask_rcnn/false_negative": 0.10401153775950095, "mask_rcnn/false_positive": 0.15132940458179098, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7739729257300496, "total_loss": 1.6099319065979216} {"data_time": 0.01618521474301815, "eta_seconds": 47012.8421189934, "iteration": 209339, "loss_fcos_cls": 0.24528987798839808, "loss_fcos_ctr": 0.6180737037211657, "loss_fcos_loc": 0.18765285285189748, "loss_mask": 0.264967268332839, "loss_maskiou": 0.005381118273362517, "loss_sem_seg": 0.26108542643487453, "lr": 0.01, "mask_rcnn/accuracy": 0.8782678842478429, "mask_rcnn/false_negative": 0.11074612301545171, "mask_rcnn/false_positive": 0.11623942493165444, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.25, "time": 0.780100884847343, "total_loss": 1.5945473163519637} {"data_time": 0.015241768211126328, "eta_seconds": 46956.27251263242, "iteration": 209359, "loss_fcos_cls": 0.24962260050233454, "loss_fcos_ctr": 0.619014426600188, "loss_fcos_loc": 0.19518018933013082, "loss_mask": 0.2817050297744572, "loss_maskiou": 0.005693723345757462, "loss_sem_seg": 0.26985269179567695, "lr": 0.01, "mask_rcnn/accuracy": 0.8818744829334686, "mask_rcnn/false_negative": 0.0953160835569912, "mask_rcnn/false_positive": 0.1272962089524711, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.5, "time": 0.7572654541581869, "total_loss": 1.6100344220576517} {"data_time": 0.016905732452869415, "eta_seconds": 46929.26821648143, "iteration": 209379, "loss_fcos_cls": 0.24243639316409826, "loss_fcos_ctr": 0.6208306346088648, "loss_fcos_loc": 0.19189306464977562, "loss_mask": 0.2723039537668228, "loss_maskiou": 0.0053787197393830866, "loss_sem_seg": 0.23562968242913485, "lr": 0.01, "mask_rcnn/accuracy": 0.8942478032879819, "mask_rcnn/false_negative": 0.08543134099101574, "mask_rcnn/false_positive": 0.11904361110237127, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.75, "time": 0.7704614205285907, "total_loss": 1.5754794713211595} {"data_time": 0.0173446424305439, "eta_seconds": 46925.29922887217, "iteration": 209399, "loss_fcos_cls": 0.25436810962855816, "loss_fcos_ctr": 0.6200831071473658, "loss_fcos_loc": 0.19215136056300253, "loss_mask": 0.2661621323786676, "loss_maskiou": 0.005497029509569984, "loss_sem_seg": 0.26157387788407505, "lr": 0.01, "mask_rcnn/accuracy": 0.8985909383914856, "mask_rcnn/false_negative": 0.08800051138673498, "mask_rcnn/false_positive": 0.1284947034014926, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7741766758263111, "total_loss": 1.5839665529929334} {"data_time": 0.015914523974061012, "eta_seconds": 46898.302532499656, "iteration": 209419, "loss_fcos_cls": 0.2578650584910065, "loss_fcos_ctr": 0.6195405581966043, "loss_fcos_loc": 0.19519536173902452, "loss_mask": 0.2652433207258582, "loss_maskiou": 0.005032524932175875, "loss_sem_seg": 0.29623138532042503, "lr": 0.01, "mask_rcnn/accuracy": 0.8865835511033682, "mask_rcnn/false_negative": 0.09262674069363708, "mask_rcnn/false_positive": 0.11544923312916215, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 29.5, "time": 0.7726769186556339, "total_loss": 1.6339222563328804} {"data_time": 0.014756455086171627, "eta_seconds": 46882.81969050877, "iteration": 209439, "loss_fcos_cls": 0.2450396022759378, "loss_fcos_ctr": 0.6204562094062567, "loss_fcos_loc": 0.1886390307918191, "loss_mask": 0.2637398513033986, "loss_maskiou": 0.0053711195487267105, "loss_sem_seg": 0.2774253310635686, "lr": 0.01, "mask_rcnn/accuracy": 0.9031158519146912, "mask_rcnn/false_negative": 0.08906209311825666, "mask_rcnn/false_positive": 0.13786471096382422, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.7798031000420451, "total_loss": 1.5955432148402906} {"data_time": 0.017034852877259254, "eta_seconds": 46888.474402745254, "iteration": 209459, "loss_fcos_cls": 0.25332308537326753, "loss_fcos_ctr": 0.6224035602062941, "loss_fcos_loc": 0.20410712901502848, "loss_mask": 0.26913466583937407, "loss_maskiou": 0.005923119584622327, "loss_sem_seg": 0.30780457938089967, "lr": 0.01, "mask_rcnn/accuracy": 0.8529036614645857, "mask_rcnn/false_negative": 0.11549670479466526, "mask_rcnn/false_positive": 0.14818560523571517, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.0, "time": 0.7844362910836935, "total_loss": 1.6593640416031121} {"data_time": 0.015888028778135777, "eta_seconds": 46904.34081013501, "iteration": 209479, "loss_fcos_cls": 0.2383634855505079, "loss_fcos_ctr": 0.617505787871778, "loss_fcos_loc": 0.18088580237235874, "loss_mask": 0.26988849975168705, "loss_maskiou": 0.005654585504089482, "loss_sem_seg": 0.2861152198165655, "lr": 0.01, "mask_rcnn/accuracy": 0.8983312074829932, "mask_rcnn/false_negative": 0.08065475643659191, "mask_rcnn/false_positive": 0.13554737636244935, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.75, "time": 0.7758342251181602, "total_loss": 1.5993676095968112} {"data_time": 0.01522612664848566, "eta_seconds": 46857.494752985425, "iteration": 209499, "loss_fcos_cls": 0.2508997938130051, "loss_fcos_ctr": 0.6240385696291924, "loss_fcos_loc": 0.19995081122033298, "loss_mask": 0.27288090251386166, "loss_maskiou": 0.0054766510365880094, "loss_sem_seg": 0.2609293106943369, "lr": 0.01, "mask_rcnn/accuracy": 0.8863766982083532, "mask_rcnn/false_negative": 0.09748624136647288, "mask_rcnn/false_positive": 0.11433675814633976, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 30.75, "time": 0.7666597357019782, "total_loss": 1.6232498777098954} {"data_time": 0.0179734630510211, "eta_seconds": 46816.90609363094, "iteration": 209519, "loss_fcos_cls": 0.25609072379302233, "loss_fcos_ctr": 0.619823400862515, "loss_fcos_loc": 0.18934321496635675, "loss_mask": 0.2735399277880788, "loss_maskiou": 0.005487750648171641, "loss_sem_seg": 0.2812326909042895, "lr": 0.01, "mask_rcnn/accuracy": 0.8908156467528872, "mask_rcnn/false_negative": 0.08063333457870743, "mask_rcnn/false_positive": 0.12932419157848776, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.75, "time": 0.7628606166690588, "total_loss": 1.6403053366520908} {"data_time": 0.017199547961354256, "eta_seconds": 46792.52441629022, "iteration": 209539, "loss_fcos_cls": 0.24394490488339216, "loss_fcos_ctr": 0.6197697650641203, "loss_fcos_loc": 0.1943751247599721, "loss_mask": 0.2593287443742156, "loss_maskiou": 0.004986338099115528, "loss_sem_seg": 0.2763949395157397, "lr": 0.01, "mask_rcnn/accuracy": 0.8940860087386018, "mask_rcnn/false_negative": 0.07301579631089661, "mask_rcnn/false_positive": 0.13073092892140895, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 28.75, "time": 0.7547933422029018, "total_loss": 1.6349862853239756} {"data_time": 0.016785336658358574, "eta_seconds": 46777.045835249126, "iteration": 209559, "loss_fcos_cls": 0.2661479423986748, "loss_fcos_ctr": 0.6220016730949283, "loss_fcos_loc": 0.20075895451009274, "loss_mask": 0.2719235117547214, "loss_maskiou": 0.005464588859467767, "loss_sem_seg": 0.3021326451562345, "lr": 0.01, "mask_rcnn/accuracy": 0.8978194977149345, "mask_rcnn/false_negative": 0.10210839652243556, "mask_rcnn/false_positive": 0.14061342194637208, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.79095443431288, "total_loss": 1.685722287351382} {"data_time": 0.016339290887117386, "eta_seconds": 46757.12524290476, "iteration": 209579, "loss_fcos_cls": 0.2538443966768682, "loss_fcos_ctr": 0.6223937571048737, "loss_fcos_loc": 0.20283452095463872, "loss_mask": 0.2629750603809953, "loss_maskiou": 0.00519390769477468, "loss_sem_seg": 0.2696559438481927, "lr": 0.01, "mask_rcnn/accuracy": 0.8857168910429534, "mask_rcnn/false_negative": 0.0977745466447163, "mask_rcnn/false_positive": 0.1403176699150026, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.5, "time": 0.7681619813665748, "total_loss": 1.6357977650877729} {"data_time": 0.017490685917437077, "eta_seconds": 46730.76045615971, "iteration": 209599, "loss_fcos_cls": 0.2536716405302286, "loss_fcos_ctr": 0.6216185884550214, "loss_fcos_loc": 0.19587417715229094, "loss_mask": 0.26349038491025567, "loss_maskiou": 0.005189699128095526, "loss_sem_seg": 0.2990315556526184, "lr": 0.01, "mask_rcnn/accuracy": 0.890322765776727, "mask_rcnn/false_negative": 0.10444526863526224, "mask_rcnn/false_positive": 0.12897929916660417, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7631537429988384, "total_loss": 1.6397833963055746} {"data_time": 0.015634662471711636, "eta_seconds": 46715.28695060313, "iteration": 209619, "loss_fcos_cls": 0.2715733023942448, "loss_fcos_ctr": 0.6228819917887449, "loss_fcos_loc": 0.2188997813500464, "loss_mask": 0.2773228231817484, "loss_maskiou": 0.00532678519084584, "loss_sem_seg": 0.2719623011071235, "lr": 0.01, "mask_rcnn/accuracy": 0.8835400539526155, "mask_rcnn/false_negative": 0.09937910698101036, "mask_rcnn/false_positive": 0.13603816986621622, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.75, "time": 0.7744951620697975, "total_loss": 1.6644926155422581} {"data_time": 0.018495083786547184, "eta_seconds": 46688.56296842266, "iteration": 209639, "loss_fcos_cls": 0.25623717438429594, "loss_fcos_ctr": 0.6181608065962791, "loss_fcos_loc": 0.18685142719186842, "loss_mask": 0.26248968462459743, "loss_maskiou": 0.005097128589113709, "loss_sem_seg": 0.26053625205531716, "lr": 0.01, "mask_rcnn/accuracy": 0.8769319706888621, "mask_rcnn/false_negative": 0.0917005340083529, "mask_rcnn/false_positive": 0.1496524584295364, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.25, "time": 0.768031763844192, "total_loss": 1.6125527314688952} {"data_time": 0.01658701431006193, "eta_seconds": 46663.32217322849, "iteration": 209659, "loss_fcos_cls": 0.25233037839643657, "loss_fcos_ctr": 0.6205679457634687, "loss_fcos_loc": 0.20492133754305542, "loss_mask": 0.27283819671720266, "loss_maskiou": 0.005688454446499236, "loss_sem_seg": 0.2800103472545743, "lr": 0.01, "mask_rcnn/accuracy": 0.8812481723458614, "mask_rcnn/false_negative": 0.08181483735250289, "mask_rcnn/false_positive": 0.1399961756644783, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7658636476844549, "total_loss": 1.6056034631255898} {"data_time": 0.01614648848772049, "eta_seconds": 46679.73968946654, "iteration": 209679, "loss_fcos_cls": 0.26180115691386163, "loss_fcos_ctr": 0.6189567698165774, "loss_fcos_loc": 0.1944553004577756, "loss_mask": 0.27657881285995245, "loss_maskiou": 0.005932634951022919, "loss_sem_seg": 0.295217233709991, "lr": 0.01, "mask_rcnn/accuracy": 0.8819256618309974, "mask_rcnn/false_negative": 0.09289222239329144, "mask_rcnn/false_positive": 0.1368713490839178, "roi_head/num_bg_samples": 77.0, "roi_head/num_fg_samples": 29.5, "time": 0.7893515210598707, "total_loss": 1.6387531880609458} {"data_time": 0.016432208009064198, "eta_seconds": 46644.0180802457, "iteration": 209699, "loss_fcos_cls": 0.24306867318227887, "loss_fcos_ctr": 0.6197221111506224, "loss_fcos_loc": 0.18739441491197795, "loss_mask": 0.27767090033739805, "loss_maskiou": 0.006610546763113234, "loss_sem_seg": 0.2742318557575345, "lr": 0.01, "mask_rcnn/accuracy": 0.8663943261698246, "mask_rcnn/false_negative": 0.10319745984106604, "mask_rcnn/false_positive": 0.16390383562438682, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.25, "time": 0.7690791413187981, "total_loss": 1.6046574687134125} {"data_time": 0.01824244111776352, "eta_seconds": 46601.730729621835, "iteration": 209719, "loss_fcos_cls": 0.26323884655721486, "loss_fcos_ctr": 0.6192923313938081, "loss_fcos_loc": 0.19681270699948072, "loss_mask": 0.2786103170365095, "loss_maskiou": 0.006262965558562428, "loss_sem_seg": 0.2713703305926174, "lr": 0.01, "mask_rcnn/accuracy": 0.8806198221863002, "mask_rcnn/false_negative": 0.11065151430056001, "mask_rcnn/false_positive": 0.13689809842409928, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.75, "time": 0.755564184859395, "total_loss": 1.6202776161226211} {"data_time": 0.017596838995814323, "eta_seconds": 46586.26923073176, "iteration": 209739, "loss_fcos_cls": 0.2611530781723559, "loss_fcos_ctr": 0.6194858634844422, "loss_fcos_loc": 0.1947096788790077, "loss_mask": 0.26914463471621275, "loss_maskiou": 0.005198731989366934, "loss_sem_seg": 0.28879640251398087, "lr": 0.01, "mask_rcnn/accuracy": 0.8773856092935041, "mask_rcnn/false_negative": 0.08699058574292576, "mask_rcnn/false_positive": 0.1252228992133557, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 21.0, "time": 0.7775987675413489, "total_loss": 1.6533571522595594} {"data_time": 0.016724263317883015, "eta_seconds": 46557.027964525856, "iteration": 209759, "loss_fcos_cls": 0.2499446556903422, "loss_fcos_ctr": 0.6202041786164045, "loss_fcos_loc": 0.18403627048246562, "loss_mask": 0.26599366031587124, "loss_maskiou": 0.005380393122322857, "loss_sem_seg": 0.2637684214860201, "lr": 0.01, "mask_rcnn/accuracy": 0.8726436984368215, "mask_rcnn/false_negative": 0.09809421517402078, "mask_rcnn/false_positive": 0.15156309986139765, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7722112899646163, "total_loss": 1.6072541568501038} {"data_time": 0.015287061221897602, "eta_seconds": 46541.57104051579, "iteration": 209779, "loss_fcos_cls": 0.25192936428356916, "loss_fcos_ctr": 0.6193560203537345, "loss_fcos_loc": 0.19723877403885126, "loss_mask": 0.2801740476861596, "loss_maskiou": 0.0062295716925291345, "loss_sem_seg": 0.2813889835961163, "lr": 0.01, "mask_rcnn/accuracy": 0.8774704555117502, "mask_rcnn/false_negative": 0.10334945539887616, "mask_rcnn/false_positive": 0.16684699156634453, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 30.5, "time": 0.7763683795928955, "total_loss": 1.6152361638451112} {"data_time": 0.016951479017734528, "eta_seconds": 46539.88473406155, "iteration": 209799, "loss_fcos_cls": 0.2584834140725434, "loss_fcos_ctr": 0.6221647970378399, "loss_fcos_loc": 0.20259459654334933, "loss_mask": 0.2685357048176229, "loss_maskiou": 0.0050726912304526195, "loss_sem_seg": 0.3049280005507171, "lr": 0.01, "mask_rcnn/accuracy": 0.9030010622235694, "mask_rcnn/false_negative": 0.10439203963841004, "mask_rcnn/false_positive": 0.11045721051978731, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7719728453084826, "total_loss": 1.6481982852710644} {"data_time": 0.01694323029369116, "eta_seconds": 46532.54805431049, "iteration": 209819, "loss_fcos_cls": 0.26890886994078755, "loss_fcos_ctr": 0.6229855576530099, "loss_fcos_loc": 0.2047020239988342, "loss_mask": 0.26946291606873274, "loss_maskiou": 0.005243590319878422, "loss_sem_seg": 0.2684426794294268, "lr": 0.01, "mask_rcnn/accuracy": 0.8613944336496281, "mask_rcnn/false_negative": 0.11085656804049021, "mask_rcnn/false_positive": 0.16016839879307518, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.0, "time": 0.7824707590043545, "total_loss": 1.6375069265195634} {"data_time": 0.015659190714359283, "eta_seconds": 46513.12123926263, "iteration": 209839, "loss_fcos_cls": 0.2477891119197011, "loss_fcos_ctr": 0.6187329422682524, "loss_fcos_loc": 0.19522769504692405, "loss_mask": 0.26046232134103775, "loss_maskiou": 0.005407455362728797, "loss_sem_seg": 0.31481694150716066, "lr": 0.01, "mask_rcnn/accuracy": 0.8743437512817358, "mask_rcnn/false_negative": 0.10897496052064576, "mask_rcnn/false_positive": 0.14347501854257189, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.75, "time": 0.7718512713909149, "total_loss": 1.6017772191698896} {"data_time": 0.016260292381048203, "eta_seconds": 46486.32218985446, "iteration": 209859, "loss_fcos_cls": 0.2490038531832397, "loss_fcos_ctr": 0.6200767592526972, "loss_fcos_loc": 0.1957547825295478, "loss_mask": 0.27546167094260454, "loss_maskiou": 0.005824472209496889, "loss_sem_seg": 0.30193422455340624, "lr": 0.01, "mask_rcnn/accuracy": 0.8880152420451253, "mask_rcnn/false_negative": 0.09935743614396497, "mask_rcnn/false_positive": 0.12411231926340577, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.25, "time": 0.7497442653402686, "total_loss": 1.6606749684065107} {"data_time": 0.016078914515674114, "eta_seconds": 46493.19024173729, "iteration": 209879, "loss_fcos_cls": 0.25097993575036526, "loss_fcos_ctr": 0.6186579782515764, "loss_fcos_loc": 0.19204362644813955, "loss_mask": 0.2694976422935724, "loss_maskiou": 0.0059211698098806664, "loss_sem_seg": 0.2701013251207769, "lr": 0.01, "mask_rcnn/accuracy": 0.8722390518707483, "mask_rcnn/false_negative": 0.1121329871641049, "mask_rcnn/false_positive": 0.15899880362670915, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 36.5, "time": 0.7830719361081719, "total_loss": 1.604464345742599} {"data_time": 0.016704972833395004, "eta_seconds": 46466.7325942209, "iteration": 209899, "loss_fcos_cls": 0.24900897732004523, "loss_fcos_ctr": 0.622181530110538, "loss_fcos_loc": 0.20007201272528619, "loss_mask": 0.27370109129697084, "loss_maskiou": 0.006055546549760038, "loss_sem_seg": 0.28185990219935775, "lr": 0.01, "mask_rcnn/accuracy": 0.8760285771231161, "mask_rcnn/false_negative": 0.10501434659397538, "mask_rcnn/false_positive": 0.1394392831647821, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 29.75, "time": 0.7609125291928649, "total_loss": 1.6347359983847127} {"data_time": 0.015015918761491776, "eta_seconds": 46433.76800495759, "iteration": 209919, "loss_fcos_cls": 0.25734040862880647, "loss_fcos_ctr": 0.6197154503315687, "loss_fcos_loc": 0.19221253949217498, "loss_mask": 0.26978057064116, "loss_maskiou": 0.005501530889887363, "loss_sem_seg": 0.2662135441787541, "lr": 0.01, "mask_rcnn/accuracy": 0.894299267886369, "mask_rcnn/false_negative": 0.09805557183423147, "mask_rcnn/false_positive": 0.12453619409969705, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7834180435165763, "total_loss": 1.6295452636331902} {"data_time": 0.016416014172136784, "eta_seconds": 46431.65424183104, "iteration": 209939, "loss_fcos_cls": 0.25159335136413574, "loss_fcos_ctr": 0.6211552834138274, "loss_fcos_loc": 0.1917610365198925, "loss_mask": 0.2604271969757974, "loss_maskiou": 0.004785600132890977, "loss_sem_seg": 0.3039144775830209, "lr": 0.01, "mask_rcnn/accuracy": 0.890544718294263, "mask_rcnn/false_negative": 0.0829004521406729, "mask_rcnn/false_positive": 0.1255196897571101, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.25, "time": 0.7743782643228769, "total_loss": 1.6475998519090354} {"data_time": 0.01600652653723955, "eta_seconds": 46398.99004766438, "iteration": 209959, "loss_fcos_cls": 0.2565556245390326, "loss_fcos_ctr": 0.6185295283794403, "loss_fcos_loc": 0.19952435535378754, "loss_mask": 0.26669658068567514, "loss_maskiou": 0.005421213645604439, "loss_sem_seg": 0.27473796298727393, "lr": 0.01, "mask_rcnn/accuracy": 0.8720600514302106, "mask_rcnn/false_negative": 0.10840377932819721, "mask_rcnn/false_positive": 0.13572828448026625, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.25, "time": 0.7692568683996797, "total_loss": 1.6122793623871985} {"data_time": 0.01629385445266962, "eta_seconds": 46393.56751895137, "iteration": 209979, "loss_fcos_cls": 0.24943000497296453, "loss_fcos_ctr": 0.6202968889847398, "loss_fcos_loc": 0.1914870294276625, "loss_mask": 0.26696999091655016, "loss_maskiou": 0.005999645611154847, "loss_sem_seg": 0.2796971471980214, "lr": 0.01, "mask_rcnn/accuracy": 0.8774816992014197, "mask_rcnn/false_negative": 0.10557421928927084, "mask_rcnn/false_positive": 0.16870819229095424, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.25, "time": 0.7927781958132982, "total_loss": 1.6143804827224812} {"data_time": 0.01571817696094513, "eta_seconds": 46371.93978238478, "iteration": 209999, "loss_fcos_cls": 0.2554046390578151, "loss_fcos_ctr": 0.6244785021990538, "loss_fcos_loc": 0.20104717114008963, "loss_mask": 0.27427515760064125, "loss_maskiou": 0.005894876681850292, "loss_sem_seg": 0.27784417290240526, "lr": 0.01, "mask_rcnn/accuracy": 0.8644746865111919, "mask_rcnn/false_negative": 0.10885459055638488, "mask_rcnn/false_positive": 0.13928188757281368, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 36.5, "time": 0.7726837275549769, "total_loss": 1.6474813292734325} {"data_time": 0.015491372905671597, "eta_seconds": 46349.272718231194, "iteration": 210019, "loss_fcos_cls": 0.25687678484246135, "loss_fcos_ctr": 0.6219518263824284, "loss_fcos_loc": 0.20264058141037822, "loss_mask": 0.27535062190145254, "loss_maskiou": 0.005580615237704478, "loss_sem_seg": 0.2751529053784907, "lr": 0.001, "mask_rcnn/accuracy": 0.8916776832190366, "mask_rcnn/false_negative": 0.09792926209519925, "mask_rcnn/false_positive": 0.1446973753438952, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7692576479166746, "total_loss": 1.6059406772255898} {"data_time": 0.016575483605265617, "eta_seconds": 46331.96273776051, "iteration": 210039, "loss_fcos_cls": 0.25735391885973513, "loss_fcos_ctr": 0.6206792131997645, "loss_fcos_loc": 0.19236715324223042, "loss_mask": 0.2733319830149412, "loss_maskiou": 0.005775490790256299, "loss_sem_seg": 0.2744287857785821, "lr": 0.001, "mask_rcnn/accuracy": 0.8734344712347304, "mask_rcnn/false_negative": 0.09418204010063282, "mask_rcnn/false_positive": 0.1633073249051865, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 31.0, "time": 0.7727594990283251, "total_loss": 1.6080553267674986} {"data_time": 0.016503832302987576, "eta_seconds": 46316.50870506, "iteration": 210059, "loss_fcos_cls": 0.23263952386332676, "loss_fcos_ctr": 0.6192385451868176, "loss_fcos_loc": 0.19292592402780429, "loss_mask": 0.2612930745817721, "loss_maskiou": 0.005081513401819393, "loss_sem_seg": 0.2443616760428995, "lr": 0.001, "mask_rcnn/accuracy": 0.8752738708095851, "mask_rcnn/false_negative": 0.12077241749719961, "mask_rcnn/false_positive": 0.13169469051039345, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.75, "time": 0.7719784276559949, "total_loss": 1.5734702310801367} {"data_time": 0.017142200842499733, "eta_seconds": 46301.49531479832, "iteration": 210079, "loss_fcos_cls": 0.23798834602348506, "loss_fcos_ctr": 0.6198363844305277, "loss_fcos_loc": 0.1868328801356256, "loss_mask": 0.2598593356087804, "loss_maskiou": 0.005619343704893254, "loss_sem_seg": 0.22994227474555373, "lr": 0.001, "mask_rcnn/accuracy": 0.8951033726743709, "mask_rcnn/false_negative": 0.0750155824825243, "mask_rcnn/false_positive": 0.1378011305635004, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.7755745723843575, "total_loss": 1.5395013386223582} {"data_time": 0.017091943882405758, "eta_seconds": 46282.48509449512, "iteration": 210099, "loss_fcos_cls": 0.2413408944848925, "loss_fcos_ctr": 0.6194518972188234, "loss_fcos_loc": 0.1863756945822388, "loss_mask": 0.27729651238769293, "loss_maskiou": 0.005812644900288433, "loss_sem_seg": 0.24977542785927653, "lr": 0.001, "mask_rcnn/accuracy": 0.9040035604885228, "mask_rcnn/false_negative": 0.08156504072483245, "mask_rcnn/false_positive": 0.11142740301634488, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.75, "time": 0.7651270739734173, "total_loss": 1.5709500057782861} {"data_time": 0.016732962802052498, "eta_seconds": 46270.58695524838, "iteration": 210119, "loss_fcos_cls": 0.23558085365220904, "loss_fcos_ctr": 0.6185411028563976, "loss_fcos_loc": 0.18967405008152127, "loss_mask": 0.25866798078641295, "loss_maskiou": 0.005277826217934489, "loss_sem_seg": 0.2445317031815648, "lr": 0.001, "mask_rcnn/accuracy": 0.8829712301587302, "mask_rcnn/false_negative": 0.09586603433757888, "mask_rcnn/false_positive": 0.14572334642596368, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.0, "time": 0.7798036858439445, "total_loss": 1.5640654971102776} {"data_time": 0.016774024814367294, "eta_seconds": 46251.57910955697, "iteration": 210139, "loss_fcos_cls": 0.23074091656599194, "loss_fcos_ctr": 0.6180461058393121, "loss_fcos_loc": 0.19188471243251115, "loss_mask": 0.2668988602235913, "loss_maskiou": 0.005112833670864347, "loss_sem_seg": 0.24404525151476264, "lr": 0.001, "mask_rcnn/accuracy": 0.8852815108601579, "mask_rcnn/false_negative": 0.10044530764586854, "mask_rcnn/false_positive": 0.1335799403745438, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.770649503916502, "total_loss": 1.568229495169362} {"data_time": 0.015826405957341194, "eta_seconds": 46239.67859569844, "iteration": 210159, "loss_fcos_cls": 0.23425130848772824, "loss_fcos_ctr": 0.619848650880158, "loss_fcos_loc": 0.18816466932184994, "loss_mask": 0.2568414122797549, "loss_maskiou": 0.005353114269382786, "loss_sem_seg": 0.24112854478880763, "lr": 0.001, "mask_rcnn/accuracy": 0.8731801899503763, "mask_rcnn/false_negative": 0.08415894102082183, "mask_rcnn/false_positive": 0.15190148218915694, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.5, "time": 0.7776908176019788, "total_loss": 1.5524540459155105} {"data_time": 0.016354508697986603, "eta_seconds": 46223.784508856945, "iteration": 210179, "loss_fcos_cls": 0.21940764575265348, "loss_fcos_ctr": 0.6182291489094496, "loss_fcos_loc": 0.17998701019678265, "loss_mask": 0.2645387863740325, "loss_maskiou": 0.005589351007074583, "loss_sem_seg": 0.24082470405846834, "lr": 0.001, "mask_rcnn/accuracy": 0.8931920982678786, "mask_rcnn/false_negative": 0.10267945364521278, "mask_rcnn/false_positive": 0.1312969347834923, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.0, "time": 0.79110271576792, "total_loss": 1.54764484896441} {"data_time": 0.016516108065843582, "eta_seconds": 46208.330476156436, "iteration": 210199, "loss_fcos_cls": 0.23732689023017883, "loss_fcos_ctr": 0.6186153059825301, "loss_fcos_loc": 0.18513272050768137, "loss_mask": 0.2600191943347454, "loss_maskiou": 0.0046600688801845536, "loss_sem_seg": 0.24578505754470825, "lr": 0.001, "mask_rcnn/accuracy": 0.897621115753994, "mask_rcnn/false_negative": 0.09709475307256345, "mask_rcnn/false_positive": 0.10793177119577393, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.7638803385198116, "total_loss": 1.5403912854817463} {"data_time": 0.015663867816329002, "eta_seconds": 46192.87644345593, "iteration": 210219, "loss_fcos_cls": 0.24613527685869485, "loss_fcos_ctr": 0.6198280276730657, "loss_fcos_loc": 0.18474400590639561, "loss_mask": 0.25977010698989034, "loss_maskiou": 0.005445161870738957, "loss_sem_seg": 0.23123481287620962, "lr": 0.001, "mask_rcnn/accuracy": 0.8944100515295212, "mask_rcnn/false_negative": 0.101427788039247, "mask_rcnn/false_positive": 0.12644397363418033, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.25, "time": 0.7699838075786829, "total_loss": 1.5493072380013473} {"data_time": 0.016342963092029095, "eta_seconds": 46167.895530398004, "iteration": 210239, "loss_fcos_cls": 0.24031201750040054, "loss_fcos_ctr": 0.618246404454112, "loss_fcos_loc": 0.18480451661162078, "loss_mask": 0.2694663545116782, "loss_maskiou": 0.0052558592724381015, "loss_sem_seg": 0.23855227464810014, "lr": 0.001, "mask_rcnn/accuracy": 0.8787478601638024, "mask_rcnn/false_negative": 0.09431091106323954, "mask_rcnn/false_positive": 0.15074601850762215, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 36.0, "time": 0.7827217122539878, "total_loss": 1.5769211234292015} {"data_time": 0.015965347178280354, "eta_seconds": 46163.816899682395, "iteration": 210259, "loss_fcos_cls": 0.24000941775739193, "loss_fcos_ctr": 0.617848658002913, "loss_fcos_loc": 0.1906436886638403, "loss_mask": 0.2577463914640248, "loss_maskiou": 0.004991641239030287, "loss_sem_seg": 0.23715282697230577, "lr": 0.001, "mask_rcnn/accuracy": 0.8830774869471598, "mask_rcnn/false_negative": 0.09786360751549007, "mask_rcnn/false_positive": 0.1485956709412517, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.0, "time": 0.7772770579904318, "total_loss": 1.5542825069787796} {"data_time": 0.016427764669060707, "eta_seconds": 46148.36224813666, "iteration": 210279, "loss_fcos_cls": 0.2317941206274554, "loss_fcos_ctr": 0.6183075802400708, "loss_fcos_loc": 0.19444035436026752, "loss_mask": 0.26927179703488946, "loss_maskiou": 0.005448213414638303, "loss_sem_seg": 0.23437608196400106, "lr": 0.001, "mask_rcnn/accuracy": 0.8827161925376211, "mask_rcnn/false_negative": 0.08064047659034965, "mask_rcnn/false_positive": 0.15572272836597348, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.25, "time": 0.7844429137185216, "total_loss": 1.5566921684367117} {"data_time": 0.017697054892778397, "eta_seconds": 46146.934811278246, "iteration": 210299, "loss_fcos_cls": 0.24117162823677063, "loss_fcos_ctr": 0.6190095380879939, "loss_fcos_loc": 0.19335557764861733, "loss_mask": 0.260336397215724, "loss_maskiou": 0.005669761281751562, "loss_sem_seg": 0.2379723908379674, "lr": 0.001, "mask_rcnn/accuracy": 0.8816749720074366, "mask_rcnn/false_negative": 0.1114977732283374, "mask_rcnn/false_positive": 0.12318580579764371, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.5, "time": 0.7805955335497856, "total_loss": 1.579010409041075} {"data_time": 0.01829792745411396, "eta_seconds": 46114.08677205909, "iteration": 210319, "loss_fcos_cls": 0.22772700735367835, "loss_fcos_ctr": 0.6199335278943181, "loss_fcos_loc": 0.19472304254304618, "loss_mask": 0.25665251538157463, "loss_maskiou": 0.004898255858279299, "loss_sem_seg": 0.2546484423801303, "lr": 0.001, "mask_rcnn/accuracy": 0.8775285114045619, "mask_rcnn/false_negative": 0.1082818345211545, "mask_rcnn/false_positive": 0.1280543759443712, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 26.0, "time": 0.761583766900003, "total_loss": 1.57639645839663} {"data_time": 0.016836402006447315, "eta_seconds": 46061.53540901933, "iteration": 210339, "loss_fcos_cls": 0.2338315873639658, "loss_fcos_ctr": 0.6205414510332048, "loss_fcos_loc": 0.19891461066436023, "loss_mask": 0.27283244393765926, "loss_maskiou": 0.0055973385606193915, "loss_sem_seg": 0.24527722620405257, "lr": 0.001, "mask_rcnn/accuracy": 0.8642881264382741, "mask_rcnn/false_negative": 0.10242239568033012, "mask_rcnn/false_positive": 0.13993029649814342, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7690818523988128, "total_loss": 1.558295115999499} {"data_time": 0.0183294964954257, "eta_seconds": 46040.03175056912, "iteration": 210359, "loss_fcos_cls": 0.22994532738812268, "loss_fcos_ctr": 0.6159150777384639, "loss_fcos_loc": 0.18178897467441857, "loss_mask": 0.25758521910756826, "loss_maskiou": 0.004989504275727086, "loss_sem_seg": 0.22993636247701943, "lr": 0.001, "mask_rcnn/accuracy": 0.8911431956074813, "mask_rcnn/false_negative": 0.08849478153096028, "mask_rcnn/false_positive": 0.12002506021428588, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.75, "time": 0.7581169027835131, "total_loss": 1.5060466453796835} {"data_time": 0.01733283046633005, "eta_seconds": 46030.65323446039, "iteration": 210379, "loss_fcos_cls": 0.22998772049322724, "loss_fcos_ctr": 0.6181823518127203, "loss_fcos_loc": 0.18910807138308883, "loss_mask": 0.26755709294229746, "loss_maskiou": 0.005020623444579542, "loss_sem_seg": 0.24521972611546516, "lr": 0.001, "mask_rcnn/accuracy": 0.8801522266731626, "mask_rcnn/false_negative": 0.09708594561037998, "mask_rcnn/false_positive": 0.1447673046113184, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.5, "time": 0.7842489555478096, "total_loss": 1.5825915630193776} {"data_time": 0.016084939241409302, "eta_seconds": 46024.1797583336, "iteration": 210399, "loss_fcos_cls": 0.24081365019083023, "loss_fcos_ctr": 0.6175097869709134, "loss_fcos_loc": 0.1886129752965644, "loss_mask": 0.27039160020649433, "loss_maskiou": 0.00581502121349331, "loss_sem_seg": 0.23452489310875535, "lr": 0.001, "mask_rcnn/accuracy": 0.8590129233511586, "mask_rcnn/false_negative": 0.09518149686440325, "mask_rcnn/false_positive": 0.176291262205501, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 33.75, "time": 0.7812487874180079, "total_loss": 1.590268489589107} {"data_time": 0.01669391617178917, "eta_seconds": 46043.50737046171, "iteration": 210419, "loss_fcos_cls": 0.22918518097139895, "loss_fcos_ctr": 0.6190512236207724, "loss_fcos_loc": 0.18771396321244538, "loss_mask": 0.27358941780403256, "loss_maskiou": 0.0056420479086227715, "loss_sem_seg": 0.2336100332904607, "lr": 0.001, "mask_rcnn/accuracy": 0.8613741418823627, "mask_rcnn/false_negative": 0.10869319027202727, "mask_rcnn/false_positive": 0.1499185915471688, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.775828592479229, "total_loss": 1.5468492061336292} {"data_time": 0.016512256115674973, "eta_seconds": 45978.27553353645, "iteration": 210439, "loss_fcos_cls": 0.22414442338049412, "loss_fcos_ctr": 0.6178710926324129, "loss_fcos_loc": 0.1854508153628558, "loss_mask": 0.2596359015442431, "loss_maskiou": 0.00474840940660215, "loss_sem_seg": 0.23019384080544114, "lr": 0.001, "mask_rcnn/accuracy": 0.8728581240188382, "mask_rcnn/false_negative": 0.07917076487256641, "mask_rcnn/false_positive": 0.15048527029795417, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7664753589779139, "total_loss": 1.54150848442805} {"data_time": 0.016271173022687435, "eta_seconds": 45936.80520539638, "iteration": 210459, "loss_fcos_cls": 0.232273772591725, "loss_fcos_ctr": 0.6191681372001767, "loss_fcos_loc": 0.19120148965157568, "loss_mask": 0.2688635475933552, "loss_maskiou": 0.005128115946718026, "loss_sem_seg": 0.2563756946474314, "lr": 0.001, "mask_rcnn/accuracy": 0.8887013852601986, "mask_rcnn/false_negative": 0.10194754549590118, "mask_rcnn/false_positive": 0.12969181429893373, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.7631166474893689, "total_loss": 1.572440617630491} {"data_time": 0.014533412642776966, "eta_seconds": 45918.02290186845, "iteration": 210479, "loss_fcos_cls": 0.2292621722444892, "loss_fcos_ctr": 0.6182784051634371, "loss_fcos_loc": 0.18905620323494077, "loss_mask": 0.2682032510638237, "loss_maskiou": 0.005201160049182363, "loss_sem_seg": 0.24087475799024105, "lr": 0.001, "mask_rcnn/accuracy": 0.883589673026745, "mask_rcnn/false_negative": 0.09969382899210319, "mask_rcnn/false_positive": 0.12370682796767596, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.7686289735138416, "total_loss": 1.5347809778686496} {"data_time": 0.017516516149044037, "eta_seconds": 45906.22786440607, "iteration": 210499, "loss_fcos_cls": 0.23196396185085177, "loss_fcos_ctr": 0.6177461426705122, "loss_fcos_loc": 0.18439024820690975, "loss_mask": 0.25769336707890034, "loss_maskiou": 0.004730863074655645, "loss_sem_seg": 0.21413165936246514, "lr": 0.001, "mask_rcnn/accuracy": 0.8894372966577936, "mask_rcnn/false_negative": 0.08827432252714788, "mask_rcnn/false_positive": 0.12290906176284677, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.75, "time": 0.7705195127055049, "total_loss": 1.5058775835932465} {"data_time": 0.015522082336246967, "eta_seconds": 45966.228527591564, "iteration": 210519, "loss_fcos_cls": 0.23052655535866506, "loss_fcos_ctr": 0.6182243209332228, "loss_fcos_loc": 0.18944842094788328, "loss_mask": 0.26346450112760067, "loss_maskiou": 0.005134128070494626, "loss_sem_seg": 0.22454659396316856, "lr": 0.001, "mask_rcnn/accuracy": 0.8872029837789994, "mask_rcnn/false_negative": 0.10234940496703432, "mask_rcnn/false_positive": 0.12501344032338305, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7860685801133513, "total_loss": 1.538589716044953} {"data_time": 0.017159413546323776, "eta_seconds": 45953.34359811712, "iteration": 210539, "loss_fcos_cls": 0.21850819769315422, "loss_fcos_ctr": 0.6180539061315358, "loss_fcos_loc": 0.1754816467873752, "loss_mask": 0.26656670216470957, "loss_maskiou": 0.00494769609940704, "loss_sem_seg": 0.22660089773125947, "lr": 0.001, "mask_rcnn/accuracy": 0.8923150510204081, "mask_rcnn/false_negative": 0.08771210369927265, "mask_rcnn/false_positive": 0.13677110641382167, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.7598861521109939, "total_loss": 1.4946078667853726} {"data_time": 0.016857641749083996, "eta_seconds": 45895.73399296962, "iteration": 210559, "loss_fcos_cls": 0.22146493336185813, "loss_fcos_ctr": 0.6179385976865888, "loss_fcos_loc": 0.17704090219922364, "loss_mask": 0.2738288948312402, "loss_maskiou": 0.0055749461498635355, "loss_sem_seg": 0.23002834420185536, "lr": 0.001, "mask_rcnn/accuracy": 0.8808195153061225, "mask_rcnn/false_negative": 0.10342823779830196, "mask_rcnn/false_positive": 0.14172041248390393, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 36.5, "time": 0.7700741300359368, "total_loss": 1.535482201114064} {"data_time": 0.014788942411541939, "eta_seconds": 45844.50624243077, "iteration": 210579, "loss_fcos_cls": 0.2295168050331995, "loss_fcos_ctr": 0.616582665592432, "loss_fcos_loc": 0.18525299802422523, "loss_mask": 0.2635543905198574, "loss_maskiou": 0.0050318607936787885, "loss_sem_seg": 0.22581641003489494, "lr": 0.001, "mask_rcnn/accuracy": 0.8864849819625746, "mask_rcnn/false_negative": 0.09070552634304721, "mask_rcnn/false_positive": 0.14996669317535116, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 35.5, "time": 0.7481048265472054, "total_loss": 1.5119452931357955} {"data_time": 0.016511354595422745, "eta_seconds": 45882.58610353526, "iteration": 210599, "loss_fcos_cls": 0.22061223909258842, "loss_fcos_ctr": 0.6177459061145782, "loss_fcos_loc": 0.1850579301826656, "loss_mask": 0.2655384913086891, "loss_maskiou": 0.00491716641408857, "loss_sem_seg": 0.23634377866983414, "lr": 0.001, "mask_rcnn/accuracy": 0.883817999724133, "mask_rcnn/false_negative": 0.09647101114831394, "mask_rcnn/false_positive": 0.14116024707488362, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 31.5, "time": 0.7770567312836647, "total_loss": 1.5364338949584635} {"data_time": 0.017311382107436657, "eta_seconds": 45813.64543144312, "iteration": 210619, "loss_fcos_cls": 0.2192736640572548, "loss_fcos_ctr": 0.6207125671207905, "loss_fcos_loc": 0.18630627228412777, "loss_mask": 0.27062414633110166, "loss_maskiou": 0.004784598058904521, "loss_sem_seg": 0.23756639519706368, "lr": 0.001, "mask_rcnn/accuracy": 0.8828300834119043, "mask_rcnn/false_negative": 0.08704588162432317, "mask_rcnn/false_positive": 0.14473265915036435, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7678595669567585, "total_loss": 1.5629758545110235} {"data_time": 0.017244587652385235, "eta_seconds": 45807.38375119306, "iteration": 210639, "loss_fcos_cls": 0.2248476449167356, "loss_fcos_ctr": 0.6192958103492856, "loss_fcos_loc": 0.18564208527095616, "loss_mask": 0.26377513259649277, "loss_maskiou": 0.005268077758955769, "loss_sem_seg": 0.2293715737760067, "lr": 0.001, "mask_rcnn/accuracy": 0.8742843466057753, "mask_rcnn/false_negative": 0.11306614517081394, "mask_rcnn/false_positive": 0.13974779022918812, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7705485075712204, "total_loss": 1.5476568053509254} {"data_time": 0.01745112333446741, "eta_seconds": 45861.48810345866, "iteration": 210659, "loss_fcos_cls": 0.22978634346509352, "loss_fcos_ctr": 0.6199214057996869, "loss_fcos_loc": 0.1887540746247396, "loss_mask": 0.2610708228312433, "loss_maskiou": 0.0047274940443458036, "loss_sem_seg": 0.23784468229860067, "lr": 0.001, "mask_rcnn/accuracy": 0.8729770133859995, "mask_rcnn/false_negative": 0.10045004964685948, "mask_rcnn/false_positive": 0.13229138016409747, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.75, "time": 0.791285578161478, "total_loss": 1.543851560956682} {"data_time": 0.01649925857782364, "eta_seconds": 45820.79241507407, "iteration": 210679, "loss_fcos_cls": 0.21807819529203698, "loss_fcos_ctr": 0.6161865834146738, "loss_fcos_loc": 0.1798107025679201, "loss_mask": 0.2587556652724743, "loss_maskiou": 0.005617004397208802, "loss_sem_seg": 0.21519542206078768, "lr": 0.001, "mask_rcnn/accuracy": 0.8938803012463727, "mask_rcnn/false_negative": 0.09846264156685419, "mask_rcnn/false_positive": 0.11488138211487697, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.25, "time": 0.7558924201875925, "total_loss": 1.4990372579268296} {"data_time": 0.01699094846844673, "eta_seconds": 45830.57424079813, "iteration": 210699, "loss_fcos_cls": 0.22802672442048788, "loss_fcos_ctr": 0.6163903530687094, "loss_fcos_loc": 0.18413187051191926, "loss_mask": 0.24787837825715542, "loss_maskiou": 0.005045899924880359, "loss_sem_seg": 0.23230666620656848, "lr": 0.001, "mask_rcnn/accuracy": 0.8923908342465658, "mask_rcnn/false_negative": 0.08569757871517292, "mask_rcnn/false_positive": 0.14875514251295363, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.75, "time": 0.7751495037227869, "total_loss": 1.512350180390058} {"data_time": 0.01664736494421959, "eta_seconds": 45822.78169030789, "iteration": 210719, "loss_fcos_cls": 0.22640537447296083, "loss_fcos_ctr": 0.6182670621201396, "loss_fcos_loc": 0.18663936207303777, "loss_mask": 0.2631469718180597, "loss_maskiou": 0.004801889219379518, "loss_sem_seg": 0.24228076566942036, "lr": 0.001, "mask_rcnn/accuracy": 0.892969284750696, "mask_rcnn/false_negative": 0.08386717374024347, "mask_rcnn/false_positive": 0.12546478979334552, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.75, "time": 0.7694434933364391, "total_loss": 1.5330255059307092} {"data_time": 0.01705566793680191, "eta_seconds": 45756.751941544935, "iteration": 210739, "loss_fcos_cls": 0.22106272308155894, "loss_fcos_ctr": 0.6147052887827158, "loss_fcos_loc": 0.177472555777058, "loss_mask": 0.26376551389694214, "loss_maskiou": 0.005022386641940102, "loss_sem_seg": 0.24869415163993835, "lr": 0.001, "mask_rcnn/accuracy": 0.8775959511711662, "mask_rcnn/false_negative": 0.11186242916883085, "mask_rcnn/false_positive": 0.12256979309471738, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7552120750769973, "total_loss": 1.521152044988412} {"data_time": 0.016895229928195477, "eta_seconds": 45741.30949138664, "iteration": 210759, "loss_fcos_cls": 0.2260701097548008, "loss_fcos_ctr": 0.6172941047698259, "loss_fcos_loc": 0.18494252674281597, "loss_mask": 0.2555706724524498, "loss_maskiou": 0.004817052002181299, "loss_sem_seg": 0.22332381922751665, "lr": 0.001, "mask_rcnn/accuracy": 0.8907003111322048, "mask_rcnn/false_negative": 0.07733350294887859, "mask_rcnn/false_positive": 0.1319006205014115, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7676149746403098, "total_loss": 1.5207127651228802} {"data_time": 0.0162264471873641, "eta_seconds": 45685.58735420462, "iteration": 210779, "loss_fcos_cls": 0.22902090311981738, "loss_fcos_ctr": 0.6180487303063273, "loss_fcos_loc": 0.18295757519081235, "loss_mask": 0.26095379516482353, "loss_maskiou": 0.004980070414603688, "loss_sem_seg": 0.20247381832450628, "lr": 0.001, "mask_rcnn/accuracy": 0.8850570531242801, "mask_rcnn/false_negative": 0.09256588511183333, "mask_rcnn/false_positive": 0.12618231266839885, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 26.75, "time": 0.7568950895220041, "total_loss": 1.5039530065696454} {"data_time": 0.016922692768275738, "eta_seconds": 45666.47089778632, "iteration": 210799, "loss_fcos_cls": 0.2175749347661622, "loss_fcos_ctr": 0.6188170276582241, "loss_fcos_loc": 0.18706958496477455, "loss_mask": 0.2476487667299807, "loss_maskiou": 0.004458512321434682, "loss_sem_seg": 0.2391515290364623, "lr": 0.001, "mask_rcnn/accuracy": 0.8918620167888318, "mask_rcnn/false_negative": 0.09923126554169945, "mask_rcnn/false_positive": 0.1076523350141198, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.75, "time": 0.7589440764859319, "total_loss": 1.491274966392666} {"data_time": 0.01667782850563526, "eta_seconds": 45618.80085647665, "iteration": 210819, "loss_fcos_cls": 0.22745559600298293, "loss_fcos_ctr": 0.6188420420512557, "loss_fcos_loc": 0.1887162495404482, "loss_mask": 0.27180740516632795, "loss_maskiou": 0.005172885852516629, "loss_sem_seg": 0.21094997297041118, "lr": 0.001, "mask_rcnn/accuracy": 0.8837463556851312, "mask_rcnn/false_negative": 0.08154625716294045, "mask_rcnn/false_positive": 0.14855245873443723, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.25, "time": 0.7646337104961276, "total_loss": 1.5442924153030617} {"data_time": 0.01665217336267233, "eta_seconds": 45571.65361347888, "iteration": 210839, "loss_fcos_cls": 0.22764279902912676, "loss_fcos_ctr": 0.6188289355486631, "loss_fcos_loc": 0.1823358777910471, "loss_mask": 0.26904506515711546, "loss_maskiou": 0.005359116523322882, "loss_sem_seg": 0.22830092580989003, "lr": 0.001, "mask_rcnn/accuracy": 0.8802492150706436, "mask_rcnn/false_negative": 0.09690836416891406, "mask_rcnn/false_positive": 0.12344600375034306, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.25, "time": 0.7652651993557811, "total_loss": 1.5160396419960307} {"data_time": 0.01635098922997713, "eta_seconds": 45556.24763534684, "iteration": 210859, "loss_fcos_cls": 0.2222845652140677, "loss_fcos_ctr": 0.6179883142467588, "loss_fcos_loc": 0.17182838916778564, "loss_mask": 0.23147220816463232, "loss_maskiou": 0.004678193145082332, "loss_sem_seg": 0.23180002940353006, "lr": 0.001, "mask_rcnn/accuracy": 0.8756142183035547, "mask_rcnn/false_negative": 0.0882319600378918, "mask_rcnn/false_positive": 0.1594792804172739, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.5, "time": 0.7416478134691715, "total_loss": 1.4786923233186826} {"data_time": 0.017548659816384315, "eta_seconds": 45539.751399859786, "iteration": 210879, "loss_fcos_cls": 0.22726272093132138, "loss_fcos_ctr": 0.6202357122674584, "loss_fcos_loc": 0.18679875880479813, "loss_mask": 0.2550773066468537, "loss_maskiou": 0.005072917090728879, "loss_sem_seg": 0.23598716873675585, "lr": 0.001, "mask_rcnn/accuracy": 0.8855390641104928, "mask_rcnn/false_negative": 0.07883376090933134, "mask_rcnn/false_positive": 0.14717980442063772, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 33.0, "time": 0.7703915815800428, "total_loss": 1.5263288709102198} {"data_time": 0.016613957472145557, "eta_seconds": 45537.60944942478, "iteration": 210899, "loss_fcos_cls": 0.2239053756929934, "loss_fcos_ctr": 0.6189783704467118, "loss_fcos_loc": 0.18349046225193888, "loss_mask": 0.26633827574551105, "loss_maskiou": 0.005097750938148238, "loss_sem_seg": 0.22186866449192166, "lr": 0.001, "mask_rcnn/accuracy": 0.8909806711145997, "mask_rcnn/false_negative": 0.08234935875981153, "mask_rcnn/false_positive": 0.13129276716170127, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 25.25, "time": 0.7739091366529465, "total_loss": 1.555828062366345} {"data_time": 0.01651060115545988, "eta_seconds": 45508.94018124044, "iteration": 210919, "loss_fcos_cls": 0.22830218949820846, "loss_fcos_ctr": 0.6170767806470394, "loss_fcos_loc": 0.17686904582660645, "loss_mask": 0.2728072595782578, "loss_maskiou": 0.005020104465074837, "loss_sem_seg": 0.23341450886800885, "lr": 0.001, "mask_rcnn/accuracy": 0.8911841522323215, "mask_rcnn/false_negative": 0.09239059293343789, "mask_rcnn/false_positive": 0.1158476294978374, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.0, "time": 0.7605976760387421, "total_loss": 1.5274944355187472} {"data_time": 0.016265728510916233, "eta_seconds": 45481.001443524845, "iteration": 210939, "loss_fcos_cls": 0.23454568744637072, "loss_fcos_ctr": 0.6182653037831187, "loss_fcos_loc": 0.18749864911660552, "loss_mask": 0.2523134392686188, "loss_maskiou": 0.004664100022637285, "loss_sem_seg": 0.23663466470316052, "lr": 0.001, "mask_rcnn/accuracy": 0.8815874842660557, "mask_rcnn/false_negative": 0.09452342925623347, "mask_rcnn/false_positive": 0.12073565143157342, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.75, "time": 0.7606840971857309, "total_loss": 1.511001910752384} {"data_time": 0.016585681587457657, "eta_seconds": 45474.792673957534, "iteration": 210959, "loss_fcos_cls": 0.23376048414502293, "loss_fcos_ctr": 0.6184300882741809, "loss_fcos_loc": 0.18875653436407447, "loss_mask": 0.26014720369130373, "loss_maskiou": 0.005101153212308418, "loss_sem_seg": 0.23904126230627298, "lr": 0.001, "mask_rcnn/accuracy": 0.8914800316678395, "mask_rcnn/false_negative": 0.07891612810288041, "mask_rcnn/false_positive": 0.1324347633684988, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.0, "time": 0.7793221222236753, "total_loss": 1.554151028598426} {"data_time": 0.01732258964329958, "eta_seconds": 45409.494168626145, "iteration": 210979, "loss_fcos_cls": 0.21981189062353224, "loss_fcos_ctr": 0.6224146746098995, "loss_fcos_loc": 0.19465709291398525, "loss_mask": 0.2588578723371029, "loss_maskiou": 0.0049884837280842476, "loss_sem_seg": 0.22376848408021033, "lr": 0.001, "mask_rcnn/accuracy": 0.8774232528325422, "mask_rcnn/false_negative": 0.10359666952503647, "mask_rcnn/false_positive": 0.15382025618533687, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.5, "time": 0.7618231633678079, "total_loss": 1.5243176088479231} {"data_time": 0.014881869778037071, "eta_seconds": 45381.042865323834, "iteration": 210999, "loss_fcos_cls": 0.22480661270674318, "loss_fcos_ctr": 0.6180958729237318, "loss_fcos_loc": 0.18247868749313056, "loss_mask": 0.2631888510659337, "loss_maskiou": 0.00513370570843108, "loss_sem_seg": 0.2119945886079222, "lr": 0.001, "mask_rcnn/accuracy": 0.8657439806321046, "mask_rcnn/false_negative": 0.10500687452206761, "mask_rcnn/false_positive": 0.16099934952873837, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.0, "time": 0.7575430097058415, "total_loss": 1.4819160053302767} {"data_time": 0.016631515696644783, "eta_seconds": 45342.1856267862, "iteration": 211019, "loss_fcos_cls": 0.21245920017827302, "loss_fcos_ctr": 0.614301051478833, "loss_fcos_loc": 0.18105582206044346, "loss_mask": 0.25149934366345406, "loss_maskiou": 0.005013289148337208, "loss_sem_seg": 0.2232413049787283, "lr": 0.001, "mask_rcnn/accuracy": 0.8752331363073605, "mask_rcnn/false_negative": 0.10534642000313257, "mask_rcnn/false_positive": 0.11947201950722872, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 32.0, "time": 0.7598608331754804, "total_loss": 1.476523830275255} {"data_time": 0.017850610427558422, "eta_seconds": 45335.04956079181, "iteration": 211039, "loss_fcos_cls": 0.21977917640469968, "loss_fcos_ctr": 0.6139762965030968, "loss_fcos_loc": 0.17368493363028392, "loss_mask": 0.25470357900485396, "loss_maskiou": 0.004626529946108349, "loss_sem_seg": 0.23694021347910166, "lr": 0.001, "mask_rcnn/accuracy": 0.8810348696019428, "mask_rcnn/false_negative": 0.09844241807627538, "mask_rcnn/false_positive": 0.14058681681894158, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 38.75, "time": 0.7780360542237759, "total_loss": 1.5067923880778835} {"data_time": 0.01478115189820528, "eta_seconds": 45310.77061383426, "iteration": 211059, "loss_fcos_cls": 0.22366110421717167, "loss_fcos_ctr": 0.6181200523860753, "loss_fcos_loc": 0.17915202432777733, "loss_mask": 0.2637580265291035, "loss_maskiou": 0.005027797000366263, "loss_sem_seg": 0.2253884864039719, "lr": 0.001, "mask_rcnn/accuracy": 0.8699757996632996, "mask_rcnn/false_negative": 0.10789218170214186, "mask_rcnn/false_positive": 0.16418724150485697, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.5, "time": 0.7762489821761847, "total_loss": 1.5108737987538916} {"data_time": 0.016626316122710705, "eta_seconds": 45277.650188953616, "iteration": 211079, "loss_fcos_cls": 0.22233508119825274, "loss_fcos_ctr": 0.6167782051488757, "loss_fcos_loc": 0.17229512170888484, "loss_mask": 0.2508263774216175, "loss_maskiou": 0.004767181148054078, "loss_sem_seg": 0.23966850503347814, "lr": 0.001, "mask_rcnn/accuracy": 0.8962281341107872, "mask_rcnn/false_negative": 0.0599256228191139, "mask_rcnn/false_positive": 0.12227328966845102, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.5, "time": 0.7643987908959389, "total_loss": 1.5175636336498428} {"data_time": 0.014828822575509548, "eta_seconds": 45269.28766036872, "iteration": 211099, "loss_fcos_cls": 0.21466439100913703, "loss_fcos_ctr": 0.6175358695909381, "loss_fcos_loc": 0.1833242804859765, "loss_mask": 0.25365368090569973, "loss_maskiou": 0.005856815565493889, "loss_sem_seg": 0.20756345009431243, "lr": 0.001, "mask_rcnn/accuracy": 0.8612985516787359, "mask_rcnn/false_negative": 0.11405758498303575, "mask_rcnn/false_positive": 0.15339970828755284, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.25, "time": 0.7732561463490129, "total_loss": 1.5035211465728935} {"data_time": 0.018351775594055653, "eta_seconds": 45243.608706925996, "iteration": 211119, "loss_fcos_cls": 0.22548265743535012, "loss_fcos_ctr": 0.6171350246295333, "loss_fcos_loc": 0.17966625839471817, "loss_mask": 0.2532012085430324, "loss_maskiou": 0.004870185865001986, "loss_sem_seg": 0.2567164795473218, "lr": 0.001, "mask_rcnn/accuracy": 0.8788077496036009, "mask_rcnn/false_negative": 0.09051353080846561, "mask_rcnn/false_positive": 0.1669194584880299, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.75, "time": 0.7620590841397643, "total_loss": 1.559826303328009} {"data_time": 0.015844793058931828, "eta_seconds": 45217.91395130847, "iteration": 211139, "loss_fcos_cls": 0.23048028373159468, "loss_fcos_ctr": 0.6201225016266108, "loss_fcos_loc": 0.18852042336948216, "loss_mask": 0.2603265717625618, "loss_maskiou": 0.00520851177861914, "loss_sem_seg": 0.21900890674442053, "lr": 0.001, "mask_rcnn/accuracy": 0.8770736997960777, "mask_rcnn/false_negative": 0.09086244504502476, "mask_rcnn/false_positive": 0.1439399794993339, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.0, "time": 0.7545873839408159, "total_loss": 1.511920483182621} {"data_time": 0.01690055336803198, "eta_seconds": 45202.54964762647, "iteration": 211159, "loss_fcos_cls": 0.24293682537972927, "loss_fcos_ctr": 0.6190146449953318, "loss_fcos_loc": 0.19338881457224488, "loss_mask": 0.2718249447643757, "loss_maskiou": 0.005503061915078433, "loss_sem_seg": 0.25681046629324555, "lr": 0.001, "mask_rcnn/accuracy": 0.875818925131028, "mask_rcnn/false_negative": 0.0857230093912766, "mask_rcnn/false_positive": 0.16802465849356987, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7807451579719782, "total_loss": 1.611869291169569} {"data_time": 0.016886784695088863, "eta_seconds": 45169.814897893, "iteration": 211179, "loss_fcos_cls": 0.2307407446205616, "loss_fcos_ctr": 0.6165372058749199, "loss_fcos_loc": 0.1906177241471596, "loss_mask": 0.2599876690655947, "loss_maskiou": 0.004608197239576839, "loss_sem_seg": 0.24063511355780065, "lr": 0.001, "mask_rcnn/accuracy": 0.8786592584879758, "mask_rcnn/false_negative": 0.10764737262215282, "mask_rcnn/false_positive": 0.1339780864943115, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7618137719109654, "total_loss": 1.5290016699836997} {"data_time": 0.015666475519537926, "eta_seconds": 45164.85730596911, "iteration": 211199, "loss_fcos_cls": 0.2226836122572422, "loss_fcos_ctr": 0.6180390752851963, "loss_fcos_loc": 0.18244590773247182, "loss_mask": 0.2414659271016717, "loss_maskiou": 0.0046521292824763805, "loss_sem_seg": 0.21801092475652695, "lr": 0.001, "mask_rcnn/accuracy": 0.8712151239806267, "mask_rcnn/false_negative": 0.09573099041477767, "mask_rcnn/false_positive": 0.1561869035886056, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.75, "time": 0.7706412114202976, "total_loss": 1.479572975942574} {"data_time": 0.015624871477484703, "eta_seconds": 45139.09810294025, "iteration": 211219, "loss_fcos_cls": 0.2421181343961507, "loss_fcos_ctr": 0.619793301448226, "loss_fcos_loc": 0.1883763351943344, "loss_mask": 0.2591140163131058, "loss_maskiou": 0.004603601402777713, "loss_sem_seg": 0.2268120190128684, "lr": 0.001, "mask_rcnn/accuracy": 0.8760702408493761, "mask_rcnn/false_negative": 0.11806939106019401, "mask_rcnn/false_positive": 0.12336413980170499, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.75, "time": 0.79014652967453, "total_loss": 1.533357866544975} {"data_time": 0.017570720985531807, "eta_seconds": 45091.02784385998, "iteration": 211239, "loss_fcos_cls": 0.22738893004134297, "loss_fcos_ctr": 0.6183365406468511, "loss_fcos_loc": 0.19234439090359956, "loss_mask": 0.277715353295207, "loss_maskiou": 0.005619410476356279, "loss_sem_seg": 0.23470581322908401, "lr": 0.001, "mask_rcnn/accuracy": 0.9037676609105181, "mask_rcnn/false_negative": 0.07753612843679189, "mask_rcnn/false_positive": 0.13426369445159492, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 33.75, "time": 0.749971428886056, "total_loss": 1.530131597615764} {"data_time": 0.015682676807045937, "eta_seconds": 45047.9523741547, "iteration": 211259, "loss_fcos_cls": 0.21761513454839587, "loss_fcos_ctr": 0.6174470596015453, "loss_fcos_loc": 0.181808928726241, "loss_mask": 0.25428349943831563, "loss_maskiou": 0.0045793668541591614, "loss_sem_seg": 0.21564636914990842, "lr": 0.001, "mask_rcnn/accuracy": 0.8726446128020173, "mask_rcnn/false_negative": 0.09922850854820076, "mask_rcnn/false_positive": 0.13954033154308443, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 30.25, "time": 0.7513108970597386, "total_loss": 1.4951793999789516} {"data_time": 0.015740172006189823, "eta_seconds": 44982.92688277271, "iteration": 211279, "loss_fcos_cls": 0.21269377693533897, "loss_fcos_ctr": 0.6161278984509408, "loss_fcos_loc": 0.1738616640213877, "loss_mask": 0.2574089765548706, "loss_maskiou": 0.004840597881411668, "loss_sem_seg": 0.23267173301428556, "lr": 0.001, "mask_rcnn/accuracy": 0.8852363609415015, "mask_rcnn/false_negative": 0.09054759730504808, "mask_rcnn/false_positive": 0.1278344138876877, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7518425546586514, "total_loss": 1.5149767610346316} {"data_time": 0.01676799636334181, "eta_seconds": 44974.48379745148, "iteration": 211299, "loss_fcos_cls": 0.2176538441563025, "loss_fcos_ctr": 0.6221169270575047, "loss_fcos_loc": 0.19112110952846706, "loss_mask": 0.25834833085536957, "loss_maskiou": 0.004963807748936233, "loss_sem_seg": 0.2452226523309946, "lr": 0.001, "mask_rcnn/accuracy": 0.8832035199852064, "mask_rcnn/false_negative": 0.10296791829134183, "mask_rcnn/false_positive": 0.1401478254275628, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.25, "time": 0.7908247644081712, "total_loss": 1.543034116984927} {"data_time": 0.015873482450842857, "eta_seconds": 44967.950502533466, "iteration": 211319, "loss_fcos_cls": 0.22092836908996105, "loss_fcos_ctr": 0.6154166497290134, "loss_fcos_loc": 0.168967550736852, "loss_mask": 0.2621684679761529, "loss_maskiou": 0.004892395114438841, "loss_sem_seg": 0.21329351630993187, "lr": 0.001, "mask_rcnn/accuracy": 0.879471407049172, "mask_rcnn/false_negative": 0.09438703019820799, "mask_rcnn/false_positive": 0.14258061372363956, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.0, "time": 0.7741439267992973, "total_loss": 1.4781856188346865} {"data_time": 0.01581527478992939, "eta_seconds": 44952.62426388636, "iteration": 211339, "loss_fcos_cls": 0.2203292869962752, "loss_fcos_ctr": 0.618838737718761, "loss_fcos_loc": 0.18186833802610636, "loss_mask": 0.2633231161162257, "loss_maskiou": 0.004992612404748797, "loss_sem_seg": 0.21292573306709528, "lr": 0.001, "mask_rcnn/accuracy": 0.8811492035838726, "mask_rcnn/false_negative": 0.1008109366067097, "mask_rcnn/false_positive": 0.14547154254974584, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.75, "time": 0.7695427443832159, "total_loss": 1.513492059559212} {"data_time": 0.015133030712604523, "eta_seconds": 44975.79253720399, "iteration": 211359, "loss_fcos_cls": 0.23484162823297083, "loss_fcos_ctr": 0.6181567180901766, "loss_fcos_loc": 0.18685120972804725, "loss_mask": 0.26263104658573866, "loss_maskiou": 0.005433481499494519, "loss_sem_seg": 0.24390691961161792, "lr": 0.001, "mask_rcnn/accuracy": 0.8910322626587581, "mask_rcnn/false_negative": 0.08816392381361347, "mask_rcnn/false_positive": 0.12299040054482524, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.25, "time": 0.7796296048909426, "total_loss": 1.5386290040278254} {"data_time": 0.01541006937623024, "eta_seconds": 44960.453169683926, "iteration": 211379, "loss_fcos_cls": 0.2269084039144218, "loss_fcos_ctr": 0.6191296381875873, "loss_fcos_loc": 0.180996073060669, "loss_mask": 0.25827055145055056, "loss_maskiou": 0.005231521150562912, "loss_sem_seg": 0.22555559244938195, "lr": 0.001, "mask_rcnn/accuracy": 0.8857102855165524, "mask_rcnn/false_negative": 0.08618932396755537, "mask_rcnn/false_positive": 0.12385371263249415, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 23.75, "time": 0.7613836973905563, "total_loss": 1.5008583234375692} {"data_time": 0.016489756293594837, "eta_seconds": 44881.50223928783, "iteration": 211399, "loss_fcos_cls": 0.2054015463218093, "loss_fcos_ctr": 0.6181509951129556, "loss_fcos_loc": 0.17833731474820524, "loss_mask": 0.25455155596137047, "loss_maskiou": 0.004958708639605902, "loss_sem_seg": 0.20525597501546144, "lr": 0.001, "mask_rcnn/accuracy": 0.8727827497757344, "mask_rcnn/false_negative": 0.09789747068812601, "mask_rcnn/false_positive": 0.17076730861514838, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.0, "time": 0.764688971452415, "total_loss": 1.4960757077133167} {"data_time": 0.01786036416888237, "eta_seconds": 44862.46188437473, "iteration": 211419, "loss_fcos_cls": 0.21799221902620047, "loss_fcos_ctr": 0.6204791036434472, "loss_fcos_loc": 0.1798361800611019, "loss_mask": 0.2591772871091962, "loss_maskiou": 0.004902656553895213, "loss_sem_seg": 0.2410316620953381, "lr": 0.001, "mask_rcnn/accuracy": 0.8971227200557642, "mask_rcnn/false_negative": 0.09582732563476473, "mask_rcnn/false_positive": 0.11487492587611173, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.5, "time": 0.7766990521922708, "total_loss": 1.5295387121368549} {"data_time": 0.015608100220561028, "eta_seconds": 44847.145497872494, "iteration": 211439, "loss_fcos_cls": 0.2263934202492237, "loss_fcos_ctr": 0.6173968687653542, "loss_fcos_loc": 0.18645380903035402, "loss_mask": 0.26744312420487404, "loss_maskiou": 0.005506271598278545, "loss_sem_seg": 0.21964256919454783, "lr": 0.001, "mask_rcnn/accuracy": 0.8929803309653841, "mask_rcnn/false_negative": 0.08367850185030463, "mask_rcnn/false_positive": 0.15151494275714267, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7657536016777158, "total_loss": 1.5219446409028023} {"data_time": 0.018279057927429676, "eta_seconds": 44839.12019968964, "iteration": 211459, "loss_fcos_cls": 0.22032701806165278, "loss_fcos_ctr": 0.6156002231873572, "loss_fcos_loc": 0.17516413319390267, "loss_mask": 0.2613950753584504, "loss_maskiou": 0.005337859642168041, "loss_sem_seg": 0.25856451119761914, "lr": 0.001, "mask_rcnn/accuracy": 0.8852410942055393, "mask_rcnn/false_negative": 0.099283596217711, "mask_rcnn/false_positive": 0.13411537938386825, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7798243146389723, "total_loss": 1.5402167650463525} {"data_time": 0.016893191263079643, "eta_seconds": 44828.74306660239, "iteration": 211479, "loss_fcos_cls": 0.22376552526839077, "loss_fcos_ctr": 0.6151557546108961, "loss_fcos_loc": 0.18070481478935108, "loss_mask": 0.26103181671351194, "loss_maskiou": 0.005618101393338293, "loss_sem_seg": 0.2337484280578792, "lr": 0.001, "mask_rcnn/accuracy": 0.9032653239867376, "mask_rcnn/false_negative": 0.0939591016012141, "mask_rcnn/false_positive": 0.10219658150284874, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.25, "time": 0.7889383733272552, "total_loss": 1.5147453438839875} {"data_time": 0.01516726240515709, "eta_seconds": 44808.4824448172, "iteration": 211499, "loss_fcos_cls": 0.21463564224541187, "loss_fcos_ctr": 0.6212784219533205, "loss_fcos_loc": 0.18362827459350228, "loss_mask": 0.25516211381182075, "loss_maskiou": 0.005116062653542031, "loss_sem_seg": 0.22121270652860403, "lr": 0.001, "mask_rcnn/accuracy": 0.8748815099810416, "mask_rcnn/false_negative": 0.10518531127300787, "mask_rcnn/false_positive": 0.1801735744550883, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.25, "time": 0.7639763103798032, "total_loss": 1.522014650690835} {"data_time": 0.01636136043816805, "eta_seconds": 44780.113940063864, "iteration": 211519, "loss_fcos_cls": 0.2256287899799645, "loss_fcos_ctr": 0.6190853659063578, "loss_fcos_loc": 0.1798515428090468, "loss_mask": 0.27237557247281075, "loss_maskiou": 0.0051603887495730305, "loss_sem_seg": 0.24587305914610624, "lr": 0.001, "mask_rcnn/accuracy": 0.8838061210020026, "mask_rcnn/false_negative": 0.06972810620212774, "mask_rcnn/false_positive": 0.13625342714037506, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.765198172070086, "total_loss": 1.5490816816527513} {"data_time": 0.015724297612905502, "eta_seconds": 44770.2540940186, "iteration": 211539, "loss_fcos_cls": 0.22941102320328355, "loss_fcos_ctr": 0.6204796805977821, "loss_fcos_loc": 0.19526857743039727, "loss_mask": 0.26394716184586287, "loss_maskiou": 0.005124665072798962, "loss_sem_seg": 0.23740466963499784, "lr": 0.001, "mask_rcnn/accuracy": 0.8875120534016623, "mask_rcnn/false_negative": 0.10546154331529628, "mask_rcnn/false_positive": 0.11745117302924449, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.75, "time": 0.7586644599214196, "total_loss": 1.5727835448342375} {"data_time": 0.017830895259976387, "eta_seconds": 44754.937813389115, "iteration": 211559, "loss_fcos_cls": 0.23284191463608295, "loss_fcos_ctr": 0.6177879134193063, "loss_fcos_loc": 0.18111834314186126, "loss_mask": 0.2745137824676931, "loss_maskiou": 0.005237045930698514, "loss_sem_seg": 0.24795927107334137, "lr": 0.001, "mask_rcnn/accuracy": 0.8745573414094703, "mask_rcnn/false_negative": 0.08765496535936655, "mask_rcnn/false_positive": 0.16173939337497611, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.7779658529907465, "total_loss": 1.5613143833907088} {"data_time": 0.017136028967797756, "eta_seconds": 44757.9950023517, "iteration": 211579, "loss_fcos_cls": 0.2164810131653212, "loss_fcos_ctr": 0.6196375535801053, "loss_fcos_loc": 0.17547495865437668, "loss_mask": 0.2584791658446193, "loss_maskiou": 0.004729840802610852, "loss_sem_seg": 0.23329656338319182, "lr": 0.001, "mask_rcnn/accuracy": 0.887964113447103, "mask_rcnn/false_negative": 0.0949609791825478, "mask_rcnn/false_positive": 0.13521238349600373, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.75, "time": 0.748776032589376, "total_loss": 1.4790526308206609} {"data_time": 0.01584914419800043, "eta_seconds": 44760.34744197037, "iteration": 211599, "loss_fcos_cls": 0.22750262496992946, "loss_fcos_ctr": 0.6214868500828743, "loss_fcos_loc": 0.18745480541838333, "loss_mask": 0.2903020018711686, "loss_maskiou": 0.005740334396250546, "loss_sem_seg": 0.22953232331201434, "lr": 0.001, "mask_rcnn/accuracy": 0.8733216970998926, "mask_rcnn/false_negative": 0.09656962683924425, "mask_rcnn/false_positive": 0.15416584555406693, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.25, "time": 0.7837122660130262, "total_loss": 1.5578457348310621} {"data_time": 0.016323506832122803, "eta_seconds": 44745.01881833654, "iteration": 211619, "loss_fcos_cls": 0.22237364458851516, "loss_fcos_ctr": 0.6162831878755242, "loss_fcos_loc": 0.17056466487701982, "loss_mask": 0.26151838060468435, "loss_maskiou": 0.005178933366551064, "loss_sem_seg": 0.22357153706252575, "lr": 0.001, "mask_rcnn/accuracy": 0.8896735013325545, "mask_rcnn/false_negative": 0.11618255617583273, "mask_rcnn/false_positive": 0.10737889124189517, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7686299327760935, "total_loss": 1.5143259263713844} {"data_time": 0.016206341795623302, "eta_seconds": 44701.250302763656, "iteration": 211639, "loss_fcos_cls": 0.21077219396829605, "loss_fcos_ctr": 0.6176721956580877, "loss_fcos_loc": 0.16967375297099352, "loss_mask": 0.25172052904963493, "loss_maskiou": 0.004439233482116833, "loss_sem_seg": 0.22143257851712406, "lr": 0.001, "mask_rcnn/accuracy": 0.8860440368676206, "mask_rcnn/false_negative": 0.1040874237128997, "mask_rcnn/false_positive": 0.12659533177387017, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.5, "time": 0.733591970987618, "total_loss": 1.4768679848057218} {"data_time": 0.016754872165620327, "eta_seconds": 44672.91303803399, "iteration": 211659, "loss_fcos_cls": 0.2218957261648029, "loss_fcos_ctr": 0.6174141527153552, "loss_fcos_loc": 0.1855577632668428, "loss_mask": 0.2534619211219251, "loss_maskiou": 0.004988957225577906, "loss_sem_seg": 0.23061567498371005, "lr": 0.001, "mask_rcnn/accuracy": 0.8785018573537754, "mask_rcnn/false_negative": 0.09440303579062657, "mask_rcnn/false_positive": 0.1600682792612791, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.7689225561916828, "total_loss": 1.5058889612118946} {"data_time": 0.01633364986628294, "eta_seconds": 44657.598623458296, "iteration": 211679, "loss_fcos_cls": 0.22030339762568474, "loss_fcos_ctr": 0.6189468884840608, "loss_fcos_loc": 0.18035879009403288, "loss_mask": 0.25460560992360115, "loss_maskiou": 0.005016387614887208, "loss_sem_seg": 0.21701040118932724, "lr": 0.001, "mask_rcnn/accuracy": 0.8630389763664086, "mask_rcnn/false_negative": 0.10177751756637272, "mask_rcnn/false_positive": 0.16263236493541725, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.0, "time": 0.7699934216216207, "total_loss": 1.5026316152725485} {"data_time": 0.01575867086648941, "eta_seconds": 44632.543537557125, "iteration": 211699, "loss_fcos_cls": 0.22142162348609418, "loss_fcos_ctr": 0.6210594903677702, "loss_fcos_loc": 0.1862287056283094, "loss_mask": 0.2627521837130189, "loss_maskiou": 0.004682340397266671, "loss_sem_seg": 0.2122550681233406, "lr": 0.001, "mask_rcnn/accuracy": 0.8820897962598694, "mask_rcnn/false_negative": 0.09331006090450555, "mask_rcnn/false_positive": 0.1339868691808256, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 36.0, "time": 0.7627282356843352, "total_loss": 1.506824372569099} {"data_time": 0.01705880742520094, "eta_seconds": 44617.23246449232, "iteration": 211719, "loss_fcos_cls": 0.21239555557258427, "loss_fcos_ctr": 0.618686587549746, "loss_fcos_loc": 0.18254762759897858, "loss_mask": 0.259904763661325, "loss_maskiou": 0.0049453670035291, "loss_sem_seg": 0.23812734603416175, "lr": 0.001, "mask_rcnn/accuracy": 0.8796123360058309, "mask_rcnn/false_negative": 0.12262793001255949, "mask_rcnn/false_positive": 0.1300865904743405, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.75, "time": 0.769343376159668, "total_loss": 1.521750477666501} {"data_time": 0.017736189998686314, "eta_seconds": 44617.09128772374, "iteration": 211739, "loss_fcos_cls": 0.22421163087710738, "loss_fcos_ctr": 0.6176807377487421, "loss_fcos_loc": 0.18236110790167004, "loss_mask": 0.2657280554994941, "loss_maskiou": 0.00474558608038933, "loss_sem_seg": 0.22829480469226837, "lr": 0.001, "mask_rcnn/accuracy": 0.8664892303867326, "mask_rcnn/false_negative": 0.1100044780206941, "mask_rcnn/false_positive": 0.13416237489741034, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7677734224125743, "total_loss": 1.5126871501124697} {"data_time": 0.015711413696408272, "eta_seconds": 44605.78440501634, "iteration": 211759, "loss_fcos_cls": 0.2320652767084539, "loss_fcos_ctr": 0.6188226658850908, "loss_fcos_loc": 0.18641291034873575, "loss_mask": 0.2597681190818548, "loss_maskiou": 0.004579809436108917, "loss_sem_seg": 0.25694089313037694, "lr": 0.001, "mask_rcnn/accuracy": 0.8776246075353218, "mask_rcnn/false_negative": 0.0917267464548898, "mask_rcnn/false_positive": 0.1420276164571153, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 25.0, "time": 0.7758421804755926, "total_loss": 1.5623800299945287} {"data_time": 0.017270470969378948, "eta_seconds": 44581.026550579816, "iteration": 211779, "loss_fcos_cls": 0.21493257791735232, "loss_fcos_ctr": 0.6169147826731205, "loss_fcos_loc": 0.17349247564561665, "loss_mask": 0.2467568013817072, "loss_maskiou": 0.005051591528172139, "loss_sem_seg": 0.23108975449576974, "lr": 0.001, "mask_rcnn/accuracy": 0.8855552265549076, "mask_rcnn/false_negative": 0.10583097847062937, "mask_rcnn/false_positive": 0.12417660240322413, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 24.5, "time": 0.754102049395442, "total_loss": 1.4887413913747878} {"data_time": 0.01554709393531084, "eta_seconds": 44571.142445835285, "iteration": 211799, "loss_fcos_cls": 0.22462020302191377, "loss_fcos_ctr": 0.61827252805233, "loss_fcos_loc": 0.18252460681833327, "loss_mask": 0.2553513660095632, "loss_maskiou": 0.005023605423048139, "loss_sem_seg": 0.2289404267212376, "lr": 0.001, "mask_rcnn/accuracy": 0.8637555306421908, "mask_rcnn/false_negative": 0.10816997912362392, "mask_rcnn/false_positive": 0.1623017497180044, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 34.0, "time": 0.7647802913561463, "total_loss": 1.50944341502327} {"data_time": 0.01599934697151184, "eta_seconds": 44563.38040583767, "iteration": 211819, "loss_fcos_cls": 0.22462368407286704, "loss_fcos_ctr": 0.6171104051172733, "loss_fcos_loc": 0.1740601072087884, "loss_mask": 0.25403906498104334, "loss_maskiou": 0.004662238845412503, "loss_sem_seg": 0.2310167970135808, "lr": 0.001, "mask_rcnn/accuracy": 0.8953129014715531, "mask_rcnn/false_negative": 0.07907544563680799, "mask_rcnn/false_positive": 0.14805943373122737, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7618771679699421, "total_loss": 1.4960828484254307} {"data_time": 0.016409733332693577, "eta_seconds": 44548.06152840145, "iteration": 211839, "loss_fcos_cls": 0.2215852300869301, "loss_fcos_ctr": 0.6174744507297873, "loss_fcos_loc": 0.17547427490353584, "loss_mask": 0.2577119208872318, "loss_maskiou": 0.004788522935996298, "loss_sem_seg": 0.22665329813025892, "lr": 0.001, "mask_rcnn/accuracy": 0.9025297619047619, "mask_rcnn/false_negative": 0.06766237794102928, "mask_rcnn/false_positive": 0.13095420490736104, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.0, "time": 0.7577096931636333, "total_loss": 1.4893566551763797} {"data_time": 0.018448766320943832, "eta_seconds": 44557.119821445085, "iteration": 211859, "loss_fcos_cls": 0.23347024526447058, "loss_fcos_ctr": 0.618046966381371, "loss_fcos_loc": 0.17888957366812974, "loss_mask": 0.2637053597718477, "loss_maskiou": 0.00521809229394421, "loss_sem_seg": 0.23711643577553332, "lr": 0.001, "mask_rcnn/accuracy": 0.8921396683673469, "mask_rcnn/false_negative": 0.08994707423873385, "mask_rcnn/false_positive": 0.11810340128460386, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7727421540766954, "total_loss": 1.5003066182835028} {"data_time": 0.0156188253313303, "eta_seconds": 44523.56264283974, "iteration": 211879, "loss_fcos_cls": 0.21068716049194336, "loss_fcos_ctr": 0.6212548078037798, "loss_fcos_loc": 0.18636587518267334, "loss_mask": 0.25680632051080465, "loss_maskiou": 0.004532046397798695, "loss_sem_seg": 0.20521165244281292, "lr": 0.001, "mask_rcnn/accuracy": 0.869829575186718, "mask_rcnn/false_negative": 0.10837723762888886, "mask_rcnn/false_positive": 0.13414102699219366, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 26.5, "time": 0.7524240631610155, "total_loss": 1.465892120344506} {"data_time": 0.016725437715649605, "eta_seconds": 44502.10489609279, "iteration": 211899, "loss_fcos_cls": 0.2328230492421426, "loss_fcos_ctr": 0.6169181559234858, "loss_fcos_loc": 0.18060722504742444, "loss_mask": 0.26390951313078403, "loss_maskiou": 0.005090271375593147, "loss_sem_seg": 0.22510265558958054, "lr": 0.001, "mask_rcnn/accuracy": 0.8783659672776851, "mask_rcnn/false_negative": 0.10388583096431395, "mask_rcnn/false_positive": 0.14851139177669348, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 33.0, "time": 0.7625521905720234, "total_loss": 1.5391967823525192} {"data_time": 0.016657228581607342, "eta_seconds": 44486.78601865657, "iteration": 211919, "loss_fcos_cls": 0.21939923823811114, "loss_fcos_ctr": 0.6165872570127249, "loss_fcos_loc": 0.1771383206360042, "loss_mask": 0.25081502739340067, "loss_maskiou": 0.005022793251555413, "loss_sem_seg": 0.2298334497027099, "lr": 0.001, "mask_rcnn/accuracy": 0.8813143500643501, "mask_rcnn/false_negative": 0.09736955427823445, "mask_rcnn/false_positive": 0.12330988569444132, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7602777713909745, "total_loss": 1.5026359352777945} {"data_time": 0.017362315207719803, "eta_seconds": 44495.810769558884, "iteration": 211939, "loss_fcos_cls": 0.22756934259086847, "loss_fcos_ctr": 0.6169628854840994, "loss_fcos_loc": 0.1886831900337711, "loss_mask": 0.2658272976987064, "loss_maskiou": 0.005060365088866092, "loss_sem_seg": 0.25174420280382037, "lr": 0.001, "mask_rcnn/accuracy": 0.8872911289678844, "mask_rcnn/false_negative": 0.08945130326255774, "mask_rcnn/false_positive": 0.1458615962645649, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.5, "time": 0.7823846200481057, "total_loss": 1.5382827191060642} {"data_time": 0.016744225285947323, "eta_seconds": 44456.148263784125, "iteration": 211959, "loss_fcos_cls": 0.22691218741238117, "loss_fcos_ctr": 0.6167938197031617, "loss_fcos_loc": 0.17856198467779905, "loss_mask": 0.24670173367485404, "loss_maskiou": 0.005307224455464166, "loss_sem_seg": 0.212628117762506, "lr": 0.001, "mask_rcnn/accuracy": 0.9010809224257885, "mask_rcnn/false_negative": 0.09192967650405462, "mask_rcnn/false_positive": 0.11785932851623981, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 23.25, "time": 0.7594369230791926, "total_loss": 1.4914264739927603} {"data_time": 0.014400930143892765, "eta_seconds": 44437.29017296154, "iteration": 211979, "loss_fcos_cls": 0.21555301756598055, "loss_fcos_ctr": 0.619058545678854, "loss_fcos_loc": 0.18531718058511615, "loss_mask": 0.2578193871304393, "loss_maskiou": 0.005101734401250724, "loss_sem_seg": 0.24601202877238393, "lr": 0.001, "mask_rcnn/accuracy": 0.9029114122063919, "mask_rcnn/false_negative": 0.0938064592285181, "mask_rcnn/false_positive": 0.11881679938027646, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 22.75, "time": 0.7421551002189517, "total_loss": 1.5262511644614278} {"data_time": 0.01567763090133667, "eta_seconds": 44431.63670355547, "iteration": 211999, "loss_fcos_cls": 0.23359487601555884, "loss_fcos_ctr": 0.6174549595452845, "loss_fcos_loc": 0.18105099853710271, "loss_mask": 0.277152500115335, "loss_maskiou": 0.0046177373005775735, "loss_sem_seg": 0.2327583412406966, "lr": 0.001, "mask_rcnn/accuracy": 0.8821211748563144, "mask_rcnn/false_negative": 0.09777164821980203, "mask_rcnn/false_positive": 0.13460511917882062, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7708008522167802, "total_loss": 1.5220981998936622} {"data_time": 0.014608615078032017, "eta_seconds": 44423.06159452256, "iteration": 212019, "loss_fcos_cls": 0.21203580941073596, "loss_fcos_ctr": 0.6147134583443403, "loss_fcos_loc": 0.1748232354875654, "loss_mask": 0.24273561174049973, "loss_maskiou": 0.004644144726626109, "loss_sem_seg": 0.22027295595034957, "lr": 0.001, "mask_rcnn/accuracy": 0.8813481307701652, "mask_rcnn/false_negative": 0.10980079694468553, "mask_rcnn/false_positive": 0.13981463578354256, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.7709451504051685, "total_loss": 1.4888019849095144} {"data_time": 0.015602439641952515, "eta_seconds": 44404.95386135299, "iteration": 212039, "loss_fcos_cls": 0.2106469061691314, "loss_fcos_ctr": 0.6163794882595539, "loss_fcos_loc": 0.17799472738988698, "loss_mask": 0.24899866059422493, "loss_maskiou": 0.004872736142715439, "loss_sem_seg": 0.19800573820248246, "lr": 0.001, "mask_rcnn/accuracy": 0.891924849650005, "mask_rcnn/false_negative": 0.09164106631181917, "mask_rcnn/false_positive": 0.13235068329318972, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.5, "time": 0.7662810850888491, "total_loss": 1.453028335236013} {"data_time": 0.016506058163940907, "eta_seconds": 44392.41496090498, "iteration": 212059, "loss_fcos_cls": 0.21427268767729402, "loss_fcos_ctr": 0.6165545461699367, "loss_fcos_loc": 0.1745917710941285, "loss_mask": 0.2668102169409394, "loss_maskiou": 0.0054727942260797136, "loss_sem_seg": 0.24915671115741134, "lr": 0.001, "mask_rcnn/accuracy": 0.8803247169120814, "mask_rcnn/false_negative": 0.10561525849885214, "mask_rcnn/false_positive": 0.1226457459572931, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.7755115265026689, "total_loss": 1.5332935542828636} {"data_time": 0.014717286452651024, "eta_seconds": 44402.04050579108, "iteration": 212079, "loss_fcos_cls": 0.2294928355840966, "loss_fcos_ctr": 0.6202003844082355, "loss_fcos_loc": 0.19504619168583304, "loss_mask": 0.26988135650753975, "loss_maskiou": 0.005644763827149291, "loss_sem_seg": 0.22426683036610484, "lr": 0.001, "mask_rcnn/accuracy": 0.8878712523315778, "mask_rcnn/false_negative": 0.09193459717567165, "mask_rcnn/false_positive": 0.12693079016172426, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.7702449578791857, "total_loss": 1.533308119942376} {"data_time": 0.017747197300195694, "eta_seconds": 44358.98679329548, "iteration": 212099, "loss_fcos_cls": 0.22796773142181337, "loss_fcos_ctr": 0.6183338742703199, "loss_fcos_loc": 0.19041758007369936, "loss_mask": 0.274167618714273, "loss_maskiou": 0.004974257681169547, "loss_sem_seg": 0.23370242770761251, "lr": 0.001, "mask_rcnn/accuracy": 0.8940203585988129, "mask_rcnn/false_negative": 0.08219295786187597, "mask_rcnn/false_positive": 0.12548589292727336, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.0, "time": 0.7599460631608963, "total_loss": 1.537151768890908} {"data_time": 0.016591464169323444, "eta_seconds": 44346.44501047861, "iteration": 212119, "loss_fcos_cls": 0.2120321956463158, "loss_fcos_ctr": 0.6161347962915897, "loss_fcos_loc": 0.17745195177849382, "loss_mask": 0.25063614919781685, "loss_maskiou": 0.00485589115487528, "loss_sem_seg": 0.19638949574436992, "lr": 0.001, "mask_rcnn/accuracy": 0.8757492507492508, "mask_rcnn/false_negative": 0.09730971236342012, "mask_rcnn/false_positive": 0.1456488346721843, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.75, "time": 0.7759316181764007, "total_loss": 1.4662199598533334} {"data_time": 0.016000854782760143, "eta_seconds": 44356.04471099563, "iteration": 212139, "loss_fcos_cls": 0.22456171817611903, "loss_fcos_ctr": 0.615335738286376, "loss_fcos_loc": 0.18323948921170086, "loss_mask": 0.26556117623113096, "loss_maskiou": 0.004828522200114094, "loss_sem_seg": 0.23399405181407928, "lr": 0.001, "mask_rcnn/accuracy": 0.8743508564139941, "mask_rcnn/false_negative": 0.08761782980999405, "mask_rcnn/false_positive": 0.13242339722293114, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.7698332816362381, "total_loss": 1.5330466736559174} {"data_time": 0.016252750530838966, "eta_seconds": 44313.01972523797, "iteration": 212159, "loss_fcos_cls": 0.23513984284363687, "loss_fcos_ctr": 0.6186548750847578, "loss_fcos_loc": 0.1827952757012099, "loss_mask": 0.2668237090110779, "loss_maskiou": 0.004981201271220925, "loss_sem_seg": 0.2215501165483147, "lr": 0.001, "mask_rcnn/accuracy": 0.9123774509803921, "mask_rcnn/false_negative": 0.07363578871364564, "mask_rcnn/false_positive": 0.12747777099644503, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7620481010526419, "total_loss": 1.523570181143441} {"data_time": 0.016842085868120193, "eta_seconds": 44331.07220072206, "iteration": 212179, "loss_fcos_cls": 0.22488039918243885, "loss_fcos_ctr": 0.6169660342857242, "loss_fcos_loc": 0.1841776727233082, "loss_mask": 0.2646094299852848, "loss_maskiou": 0.00454712392820511, "loss_sem_seg": 0.22656689444556832, "lr": 0.001, "mask_rcnn/accuracy": 0.8675814620906502, "mask_rcnn/false_negative": 0.12095231961374575, "mask_rcnn/false_positive": 0.15039372081940752, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7975735943764448, "total_loss": 1.5343726141218212} {"data_time": 0.01596037019044161, "eta_seconds": 44285.15174324345, "iteration": 212199, "loss_fcos_cls": 0.2275068670278415, "loss_fcos_ctr": 0.6181671191006899, "loss_fcos_loc": 0.18566172174178064, "loss_mask": 0.259900338947773, "loss_maskiou": 0.0057440648233750835, "loss_sem_seg": 0.21305728238075972, "lr": 0.001, "mask_rcnn/accuracy": 0.8690182969739619, "mask_rcnn/false_negative": 0.10591646264886352, "mask_rcnn/false_positive": 0.1355844357058504, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.7587491208687425, "total_loss": 1.5252207369921962} {"data_time": 0.017632143571972847, "eta_seconds": 44267.052657180466, "iteration": 212219, "loss_fcos_cls": 0.22529954405035824, "loss_fcos_ctr": 0.6201737155206501, "loss_fcos_loc": 0.18274274445138872, "loss_mask": 0.2676073471084237, "loss_maskiou": 0.005252822542388458, "loss_sem_seg": 0.24314759927801788, "lr": 0.001, "mask_rcnn/accuracy": 0.9195877973721429, "mask_rcnn/false_negative": 0.071347856580673, "mask_rcnn/false_positive": 0.10736701959683559, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 23.5, "time": 0.7732614232227206, "total_loss": 1.5395928972429829} {"data_time": 0.017542364075779915, "eta_seconds": 44279.38505300321, "iteration": 212239, "loss_fcos_cls": 0.21572817245032638, "loss_fcos_ctr": 0.6139091947115958, "loss_fcos_loc": 0.17146273935213685, "loss_mask": 0.27089951606467366, "loss_maskiou": 0.005552016868023202, "loss_sem_seg": 0.22571196942590177, "lr": 0.001, "mask_rcnn/accuracy": 0.8910799838227974, "mask_rcnn/false_negative": 0.08226692755521073, "mask_rcnn/false_positive": 0.11588086569875039, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.25, "time": 0.7792175617069006, "total_loss": 1.498492763581453} {"data_time": 0.01778932474553585, "eta_seconds": 44296.04126056284, "iteration": 212259, "loss_fcos_cls": 0.22391590080223978, "loss_fcos_ctr": 0.6175589961931109, "loss_fcos_loc": 0.17782540700864047, "loss_mask": 0.25943881133571267, "loss_maskiou": 0.005420492649136577, "loss_sem_seg": 0.24254882778041065, "lr": 0.001, "mask_rcnn/accuracy": 0.8961309523809524, "mask_rcnn/false_negative": 0.08537716257148464, "mask_rcnn/false_positive": 0.10092780701553158, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.25, "time": 0.7762886127457023, "total_loss": 1.5302070660181926} {"data_time": 0.01769979950040579, "eta_seconds": 44287.41909429338, "iteration": 212279, "loss_fcos_cls": 0.2216204818105325, "loss_fcos_ctr": 0.6162584214471281, "loss_fcos_loc": 0.17808391893049702, "loss_mask": 0.2573411464691162, "loss_maskiou": 0.00465369617450051, "loss_sem_seg": 0.2310436574043706, "lr": 0.001, "mask_rcnn/accuracy": 0.8881940600532666, "mask_rcnn/false_negative": 0.10619219872551645, "mask_rcnn/false_positive": 0.11876560677562109, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 24.0, "time": 0.7622994873672724, "total_loss": 1.5163626338980976} {"data_time": 0.01509090606123209, "eta_seconds": 44274.621752923355, "iteration": 212299, "loss_fcos_cls": 0.2171123243169859, "loss_fcos_ctr": 0.6176474271342158, "loss_fcos_loc": 0.178056979784742, "loss_mask": 0.2550234701484442, "loss_maskiou": 0.004754912828502711, "loss_sem_seg": 0.22464672708883882, "lr": 0.001, "mask_rcnn/accuracy": 0.9106547897391362, "mask_rcnn/false_negative": 0.07284755023241865, "mask_rcnn/false_positive": 0.1316531544839839, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 23.25, "time": 0.7827190579846501, "total_loss": 1.4935065989848226} {"data_time": 0.016095956787467003, "eta_seconds": 44235.3973744791, "iteration": 212319, "loss_fcos_cls": 0.2229883765685372, "loss_fcos_ctr": 0.6176752359606326, "loss_fcos_loc": 0.18240271386457607, "loss_mask": 0.252115941606462, "loss_maskiou": 0.004736905291792937, "loss_sem_seg": 0.20850274455733597, "lr": 0.001, "mask_rcnn/accuracy": 0.8863547424746536, "mask_rcnn/false_negative": 0.0863340263722103, "mask_rcnn/false_positive": 0.13494224028900237, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 31.75, "time": 0.7597399009391665, "total_loss": 1.4772911754917004} {"data_time": 0.01670188456773758, "eta_seconds": 44202.725395010784, "iteration": 212339, "loss_fcos_cls": 0.22758262930437922, "loss_fcos_ctr": 0.6188662052154541, "loss_fcos_loc": 0.1885200060205534, "loss_mask": 0.2698890594765544, "loss_maskiou": 0.00495931818295503, "loss_sem_seg": 0.223801433108747, "lr": 0.001, "mask_rcnn/accuracy": 0.8832725754496714, "mask_rcnn/false_negative": 0.08814490310631584, "mask_rcnn/false_positive": 0.1493173268412845, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7574233980849385, "total_loss": 1.5388257013109978} {"data_time": 0.016682219691574574, "eta_seconds": 44162.56520877313, "iteration": 212359, "loss_fcos_cls": 0.21567510813474655, "loss_fcos_ctr": 0.6165613206103444, "loss_fcos_loc": 0.18646562926005572, "loss_mask": 0.2596383513882756, "loss_maskiou": 0.004958119650837034, "loss_sem_seg": 0.25362357567064464, "lr": 0.001, "mask_rcnn/accuracy": 0.8666399390083601, "mask_rcnn/false_negative": 0.0900441093680317, "mask_rcnn/false_positive": 0.14884377998435422, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.25, "time": 0.7642304478213191, "total_loss": 1.5425775013100065} {"data_time": 0.01742210704833269, "eta_seconds": 44140.537895821966, "iteration": 212379, "loss_fcos_cls": 0.21468116948381066, "loss_fcos_ctr": 0.6163520282134414, "loss_fcos_loc": 0.17182381433667615, "loss_mask": 0.24916319083422422, "loss_maskiou": 0.004378816767712124, "loss_sem_seg": 0.20589054166339338, "lr": 0.001, "mask_rcnn/accuracy": 0.8774923064463881, "mask_rcnn/false_negative": 0.0939869933175767, "mask_rcnn/false_positive": 0.1546722102229131, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 23.75, "time": 0.7556744208559394, "total_loss": 1.4788388385641156} {"data_time": 0.015747640281915665, "eta_seconds": 44120.867467581294, "iteration": 212399, "loss_fcos_cls": 0.21933708217693493, "loss_fcos_ctr": 0.6155141070485115, "loss_fcos_loc": 0.17227266624104232, "loss_mask": 0.26005784049630165, "loss_maskiou": 0.004031252043205313, "loss_sem_seg": 0.2194060650654137, "lr": 0.001, "mask_rcnn/accuracy": 0.8841745626822157, "mask_rcnn/false_negative": 0.10868584806021922, "mask_rcnn/false_positive": 0.10987765306574593, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 35.0, "time": 0.7544522918760777, "total_loss": 1.4968698791708448} {"data_time": 0.014765676110982895, "eta_seconds": 44079.29197811894, "iteration": 212419, "loss_fcos_cls": 0.22086737980134785, "loss_fcos_ctr": 0.6186636462807655, "loss_fcos_loc": 0.1780447536148131, "loss_mask": 0.2619240377098322, "loss_maskiou": 0.004925348721371847, "loss_sem_seg": 0.2049729072023183, "lr": 0.001, "mask_rcnn/accuracy": 0.8889703592192691, "mask_rcnn/false_negative": 0.09185834377872482, "mask_rcnn/false_positive": 0.15116401117841377, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.75, "time": 0.7631960874423385, "total_loss": 1.4798135608762095} {"data_time": 0.018230697140097618, "eta_seconds": 44042.89898747485, "iteration": 212439, "loss_fcos_cls": 0.22499138885177672, "loss_fcos_ctr": 0.6171446805819869, "loss_fcos_loc": 0.17962142382748425, "loss_mask": 0.25356415193527937, "loss_maskiou": 0.004545752537524095, "loss_sem_seg": 0.1968498481437564, "lr": 0.001, "mask_rcnn/accuracy": 0.8906392332943565, "mask_rcnn/false_negative": 0.09634694064803687, "mask_rcnn/false_positive": 0.11429566122592784, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.0, "time": 0.7581766862422228, "total_loss": 1.4819327959194197} {"data_time": 0.015000898391008377, "eta_seconds": 43992.10273247119, "iteration": 212459, "loss_fcos_cls": 0.22489971946924925, "loss_fcos_ctr": 0.616218633018434, "loss_fcos_loc": 0.182753995526582, "loss_mask": 0.2556268544867635, "loss_maskiou": 0.004981809979653917, "loss_sem_seg": 0.21683851862326264, "lr": 0.001, "mask_rcnn/accuracy": 0.8831521948402002, "mask_rcnn/false_negative": 0.08517446075669222, "mask_rcnn/false_positive": 0.14736243849020747, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 27.5, "time": 0.7480704914778471, "total_loss": 1.5358621713967295} {"data_time": 0.016793889924883842, "eta_seconds": 43963.03335321415, "iteration": 212479, "loss_fcos_cls": 0.22742559132166207, "loss_fcos_ctr": 0.620557639747858, "loss_fcos_loc": 0.18666305928491056, "loss_mask": 0.26084613474085927, "loss_maskiou": 0.00522333800472552, "loss_sem_seg": 0.21637030341662467, "lr": 0.001, "mask_rcnn/accuracy": 0.8996935342459965, "mask_rcnn/false_negative": 0.07321747618858665, "mask_rcnn/false_positive": 0.12486600172449955, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.75, "time": 0.7628997983410954, "total_loss": 1.502945598163933} {"data_time": 0.015499762259423733, "eta_seconds": 43966.22207563184, "iteration": 212499, "loss_fcos_cls": 0.22180730220861733, "loss_fcos_ctr": 0.6193053522147238, "loss_fcos_loc": 0.18556599458679557, "loss_mask": 0.2669511530548334, "loss_maskiou": 0.005363825104723219, "loss_sem_seg": 0.23068115813657641, "lr": 0.001, "mask_rcnn/accuracy": 0.8699271091012163, "mask_rcnn/false_negative": 0.10840410443073611, "mask_rcnn/false_positive": 0.1484373970717648, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7754253959283233, "total_loss": 1.5421851865248755} {"data_time": 0.015218713320791721, "eta_seconds": 43957.78115524165, "iteration": 212519, "loss_fcos_cls": 0.21533886971883476, "loss_fcos_ctr": 0.618916452396661, "loss_fcos_loc": 0.17439700569957495, "loss_mask": 0.25290661584585905, "loss_maskiou": 0.004518879948591348, "loss_sem_seg": 0.22612190200015903, "lr": 0.001, "mask_rcnn/accuracy": 0.8689826551738709, "mask_rcnn/false_negative": 0.08920350156326137, "mask_rcnn/false_positive": 0.15489072261343886, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 35.5, "time": 0.767120998352766, "total_loss": 1.5275061373904464} {"data_time": 0.017206808552145958, "eta_seconds": 43939.62452426832, "iteration": 212539, "loss_fcos_cls": 0.21648781260591932, "loss_fcos_ctr": 0.6181698255240917, "loss_fcos_loc": 0.17538795317523181, "loss_mask": 0.2556724399328232, "loss_maskiou": 0.00487342231645016, "loss_sem_seg": 0.21766241546720266, "lr": 0.001, "mask_rcnn/accuracy": 0.8738459669582118, "mask_rcnn/false_negative": 0.09667077269308874, "mask_rcnn/false_positive": 0.13611690690277578, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7594436574727297, "total_loss": 1.4883865334049915} {"data_time": 0.015280906111001968, "eta_seconds": 43901.88972448278, "iteration": 212559, "loss_fcos_cls": 0.2217769818380475, "loss_fcos_ctr": 0.621251777280122, "loss_fcos_loc": 0.18357444275170565, "loss_mask": 0.2616185238584876, "loss_maskiou": 0.00484528220113134, "loss_sem_seg": 0.21532319858670235, "lr": 0.001, "mask_rcnn/accuracy": 0.8870288246877698, "mask_rcnn/false_negative": 0.10803911963420265, "mask_rcnn/false_positive": 0.11589956245178097, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.0, "time": 0.7523844130337238, "total_loss": 1.496976829279447} {"data_time": 0.01618008967489004, "eta_seconds": 43909.037082682364, "iteration": 212579, "loss_fcos_cls": 0.21817123261280358, "loss_fcos_ctr": 0.6184894284233451, "loss_fcos_loc": 0.1804409371688962, "loss_mask": 0.2724603656679392, "loss_maskiou": 0.005001723104214761, "loss_sem_seg": 0.19982056715525687, "lr": 0.001, "mask_rcnn/accuracy": 0.8819243132859205, "mask_rcnn/false_negative": 0.10052394445412181, "mask_rcnn/false_positive": 0.09635540058477912, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.0, "time": 0.7847870783880353, "total_loss": 1.5068845923160552} {"data_time": 0.016036560758948326, "eta_seconds": 43889.76041048579, "iteration": 212599, "loss_fcos_cls": 0.20824646716937423, "loss_fcos_ctr": 0.6162648843601346, "loss_fcos_loc": 0.17506646807305515, "loss_mask": 0.24996610451489687, "loss_maskiou": 0.004133872258535121, "loss_sem_seg": 0.21334239933639765, "lr": 0.001, "mask_rcnn/accuracy": 0.9008876988295318, "mask_rcnn/false_negative": 0.0911471412197162, "mask_rcnn/false_positive": 0.1173221091283883, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.0, "time": 0.7808054788038135, "total_loss": 1.4728107237897348} {"data_time": 0.015589611604809761, "eta_seconds": 43863.39066787809, "iteration": 212619, "loss_fcos_cls": 0.2210891384165734, "loss_fcos_ctr": 0.6171186631545424, "loss_fcos_loc": 0.18054993776604533, "loss_mask": 0.2762149875052273, "loss_maskiou": 0.005256473166809883, "loss_sem_seg": 0.2086703246459365, "lr": 0.001, "mask_rcnn/accuracy": 0.8889920525172095, "mask_rcnn/false_negative": 0.09246197380737883, "mask_rcnn/false_positive": 0.12669509805732715, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.75, "time": 0.7634375086054206, "total_loss": 1.5190771174311521} {"data_time": 0.016856037080287933, "eta_seconds": 43863.15592030343, "iteration": 212639, "loss_fcos_cls": 0.22314576408825815, "loss_fcos_ctr": 0.6199270766228437, "loss_fcos_loc": 0.1846498098457232, "loss_mask": 0.25147919449955225, "loss_maskiou": 0.005175321188289672, "loss_sem_seg": 0.22000238089822233, "lr": 0.001, "mask_rcnn/accuracy": 0.8813616610073083, "mask_rcnn/false_negative": 0.10531159069868765, "mask_rcnn/false_positive": 0.1277632134641548, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.75, "time": 0.7622115490958095, "total_loss": 1.5264193421025993} {"data_time": 0.015276525169610977, "eta_seconds": 43825.46018856857, "iteration": 212659, "loss_fcos_cls": 0.2198451891890727, "loss_fcos_ctr": 0.6180572095327079, "loss_fcos_loc": 0.17806035600369796, "loss_mask": 0.25032868422567844, "loss_maskiou": 0.004637631192963454, "loss_sem_seg": 0.21665144269354641, "lr": 0.001, "mask_rcnn/accuracy": 0.892357798522893, "mask_rcnn/false_negative": 0.09268817390750886, "mask_rcnn/false_positive": 0.13197984189062428, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.0, "time": 0.7624554913491011, "total_loss": 1.497296686458867} {"data_time": 0.01526834350079298, "eta_seconds": 43823.905054274015, "iteration": 212679, "loss_fcos_cls": 0.22032461827620864, "loss_fcos_ctr": 0.6177715677767992, "loss_fcos_loc": 0.18731923983432353, "loss_mask": 0.263591893017292, "loss_maskiou": 0.0046067634102655575, "loss_sem_seg": 0.20770591078326106, "lr": 0.001, "mask_rcnn/accuracy": 0.878210731686497, "mask_rcnn/false_negative": 0.08754564266867121, "mask_rcnn/false_positive": 0.11790878537474969, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 20.75, "time": 0.7702618176117539, "total_loss": 1.4940958729857812} {"data_time": 0.015873108990490437, "eta_seconds": 43808.61435625609, "iteration": 212699, "loss_fcos_cls": 0.22068109177052975, "loss_fcos_ctr": 0.6185345174744725, "loss_fcos_loc": 0.1781778873410076, "loss_mask": 0.25314141996204853, "loss_maskiou": 0.004527772965957411, "loss_sem_seg": 0.23563992732670158, "lr": 0.001, "mask_rcnn/accuracy": 0.8715448029861295, "mask_rcnn/false_negative": 0.10815818484109022, "mask_rcnn/false_positive": 0.1541183242236618, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 36.75, "time": 0.758941556327045, "total_loss": 1.511936206901737} {"data_time": 0.01965372171252966, "eta_seconds": 43771.896640142426, "iteration": 212719, "loss_fcos_cls": 0.2237715374212712, "loss_fcos_ctr": 0.6194645534269512, "loss_fcos_loc": 0.19120328116696328, "loss_mask": 0.28215400874614716, "loss_maskiou": 0.004774084507516818, "loss_sem_seg": 0.19105768878944218, "lr": 0.001, "mask_rcnn/accuracy": 0.8907154045828858, "mask_rcnn/false_negative": 0.09161727004550373, "mask_rcnn/false_positive": 0.13053627736235263, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 29.0, "time": 0.7565847700461745, "total_loss": 1.5334053585102083} {"data_time": 0.01773426216095686, "eta_seconds": 43752.7859331239, "iteration": 212739, "loss_fcos_cls": 0.2258923826739192, "loss_fcos_ctr": 0.6177823287434876, "loss_fcos_loc": 0.18094680178910494, "loss_mask": 0.2632794640958309, "loss_maskiou": 0.004783732256328221, "loss_sem_seg": 0.20128388050943613, "lr": 0.001, "mask_rcnn/accuracy": 0.8855764411027569, "mask_rcnn/false_negative": 0.09398803096628494, "mask_rcnn/false_positive": 0.13115566427384817, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.25, "time": 0.7662511635571718, "total_loss": 1.5133921654269216} {"data_time": 0.0169783104211092, "eta_seconds": 43737.504053333774, "iteration": 212759, "loss_fcos_cls": 0.2247265528421849, "loss_fcos_ctr": 0.6191641660407186, "loss_fcos_loc": 0.1886888318695128, "loss_mask": 0.26157781574875116, "loss_maskiou": 0.004842379490582971, "loss_sem_seg": 0.22172679705545306, "lr": 0.001, "mask_rcnn/accuracy": 0.8809791518964907, "mask_rcnn/false_negative": 0.10348559342509876, "mask_rcnn/false_positive": 0.13287252722384968, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.5, "time": 0.771986429579556, "total_loss": 1.5383225885452703} {"data_time": 0.01754636224359274, "eta_seconds": 43738.857237610966, "iteration": 212779, "loss_fcos_cls": 0.2146441920194775, "loss_fcos_ctr": 0.6174233369529247, "loss_fcos_loc": 0.17798599862726405, "loss_mask": 0.2570890560746193, "loss_maskiou": 0.004344892018707469, "loss_sem_seg": 0.22248603869229555, "lr": 0.001, "mask_rcnn/accuracy": 0.8851429537016271, "mask_rcnn/false_negative": 0.09414055669717344, "mask_rcnn/false_positive": 0.14001194576935455, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.75, "time": 0.7574919536709785, "total_loss": 1.5008536176192138} {"data_time": 0.01763880718499422, "eta_seconds": 43718.45883828867, "iteration": 212799, "loss_fcos_cls": 0.2243600448127836, "loss_fcos_ctr": 0.615121784619987, "loss_fcos_loc": 0.1795463456073776, "loss_mask": 0.2655435251072049, "loss_maskiou": 0.004845815165026579, "loss_sem_seg": 0.2241815822198987, "lr": 0.001, "mask_rcnn/accuracy": 0.8922461467104323, "mask_rcnn/false_negative": 0.10362524170363269, "mask_rcnn/false_positive": 0.11051015905477028, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 25.5, "time": 0.7537166876718402, "total_loss": 1.5269376954893232} {"data_time": 0.016385231167078018, "eta_seconds": 43695.48055690341, "iteration": 212819, "loss_fcos_cls": 0.22822628391440958, "loss_fcos_ctr": 0.6170745315030217, "loss_fcos_loc": 0.17543874942930415, "loss_mask": 0.2558166915550828, "loss_maskiou": 0.004611579723132309, "loss_sem_seg": 0.2147600739262998, "lr": 0.001, "mask_rcnn/accuracy": 0.8739654457705233, "mask_rcnn/false_negative": 0.09734226089210343, "mask_rcnn/false_positive": 0.1441633361495696, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.75, "time": 0.7614180091768503, "total_loss": 1.496163748906838} {"data_time": 0.015786116011440754, "eta_seconds": 43680.1973402556, "iteration": 212839, "loss_fcos_cls": 0.22145507007371634, "loss_fcos_ctr": 0.6172795919701457, "loss_fcos_loc": 0.17862739833071828, "loss_mask": 0.25426453538239, "loss_maskiou": 0.004724275899206987, "loss_sem_seg": 0.20356402406468987, "lr": 0.001, "mask_rcnn/accuracy": 0.8880634671450998, "mask_rcnn/false_negative": 0.0797804581917208, "mask_rcnn/false_positive": 0.13705815580219233, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.0, "time": 0.7619447559118271, "total_loss": 1.4780532230215613} {"data_time": 0.016519115306437016, "eta_seconds": 43642.570824670605, "iteration": 212859, "loss_fcos_cls": 0.2177249010419473, "loss_fcos_ctr": 0.6179812680929899, "loss_fcos_loc": 0.18469138303771615, "loss_mask": 0.26475863065570593, "loss_maskiou": 0.004872094970778562, "loss_sem_seg": 0.2052934260573238, "lr": 0.001, "mask_rcnn/accuracy": 0.8752539424860853, "mask_rcnn/false_negative": 0.1060029812390771, "mask_rcnn/false_positive": 0.14308100377355498, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.5, "time": 0.7557921288534999, "total_loss": 1.5031127384936553} {"data_time": 0.01709054224193096, "eta_seconds": 43649.630906959996, "iteration": 212879, "loss_fcos_cls": 0.22167509282007813, "loss_fcos_ctr": 0.6159791224636137, "loss_fcos_loc": 0.17555482522584498, "loss_mask": 0.26036277413368225, "loss_maskiou": 0.0050231051645823754, "loss_sem_seg": 0.22857250669039786, "lr": 0.001, "mask_rcnn/accuracy": 0.8856002628324057, "mask_rcnn/false_negative": 0.07999392602513467, "mask_rcnn/false_positive": 0.1516165843275093, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.75, "time": 0.7709709480404854, "total_loss": 1.4962154901368194} {"data_time": 0.016610005870461464, "eta_seconds": 43642.02930237446, "iteration": 212899, "loss_fcos_cls": 0.22408798476681113, "loss_fcos_ctr": 0.6184602379798889, "loss_fcos_loc": 0.17399170622229576, "loss_mask": 0.24985360633581877, "loss_maskiou": 0.004655434655433055, "loss_sem_seg": 0.22210889402776957, "lr": 0.001, "mask_rcnn/accuracy": 0.8797539888508115, "mask_rcnn/false_negative": 0.09942943010076467, "mask_rcnn/false_positive": 0.1543040659531074, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 37.25, "time": 0.7690773364156485, "total_loss": 1.5026634620589903} {"data_time": 0.01665511727333069, "eta_seconds": 43631.8433788307, "iteration": 212919, "loss_fcos_cls": 0.21455715293996036, "loss_fcos_ctr": 0.6167857237160206, "loss_fcos_loc": 0.17196566506754607, "loss_mask": 0.24724217411130667, "loss_maskiou": 0.004560098092042608, "loss_sem_seg": 0.22603234089910984, "lr": 0.001, "mask_rcnn/accuracy": 0.8908526467267068, "mask_rcnn/false_negative": 0.08209110993602964, "mask_rcnn/false_positive": 0.1678202405940677, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 30.25, "time": 0.7638870850205421, "total_loss": 1.5088574837136548} {"data_time": 0.015855927020311356, "eta_seconds": 43611.457488008775, "iteration": 212939, "loss_fcos_cls": 0.23145637067500502, "loss_fcos_ctr": 0.6174964387901127, "loss_fcos_loc": 0.18263621348887682, "loss_mask": 0.2606290662661195, "loss_maskiou": 0.005498875892953947, "loss_sem_seg": 0.22580739622935653, "lr": 0.001, "mask_rcnn/accuracy": 0.8905683024938086, "mask_rcnn/false_negative": 0.08856230060541542, "mask_rcnn/false_positive": 0.1532665228730407, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.75, "time": 0.7762401746585965, "total_loss": 1.5022357553825714} {"data_time": 0.017210165970027447, "eta_seconds": 43596.17158082593, "iteration": 212959, "loss_fcos_cls": 0.23028478072956204, "loss_fcos_ctr": 0.6170200952328742, "loss_fcos_loc": 0.17518695211037993, "loss_mask": 0.2610979089513421, "loss_maskiou": 0.004905196306935977, "loss_sem_seg": 0.22412141179665923, "lr": 0.001, "mask_rcnn/accuracy": 0.8950909209837782, "mask_rcnn/false_negative": 0.1010646357923449, "mask_rcnn/false_positive": 0.12335451302591936, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 27.0, "time": 0.7519915252923965, "total_loss": 1.5428919448750094} {"data_time": 0.015050603076815605, "eta_seconds": 43585.9802964963, "iteration": 212979, "loss_fcos_cls": 0.22756787994876504, "loss_fcos_ctr": 0.615917207673192, "loss_fcos_loc": 0.17620315682142973, "loss_mask": 0.2594928643666208, "loss_maskiou": 0.005347601763787679, "loss_sem_seg": 0.20986119285225868, "lr": 0.001, "mask_rcnn/accuracy": 0.8850337133191457, "mask_rcnn/false_negative": 0.09432436425479815, "mask_rcnn/false_positive": 0.14396799123361925, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.75, "time": 0.7561899274587631, "total_loss": 1.491691890914808} {"data_time": 0.016975306905806065, "eta_seconds": 43580.68275732454, "iteration": 212999, "loss_fcos_cls": 0.22755190427415073, "loss_fcos_ctr": 0.6191306952387094, "loss_fcos_loc": 0.17728021350922063, "loss_mask": 0.26683431025594473, "loss_maskiou": 0.004842258173084701, "loss_sem_seg": 0.2118381536565721, "lr": 0.001, "mask_rcnn/accuracy": 0.8858975242903815, "mask_rcnn/false_negative": 0.09477001639815262, "mask_rcnn/false_positive": 0.14974689565670113, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.5, "time": 0.7727557606995106, "total_loss": 1.4899717978041735} {"data_time": 0.016344633884727955, "eta_seconds": 43555.40490827337, "iteration": 213019, "loss_fcos_cls": 0.2195413305889815, "loss_fcos_ctr": 0.6162084499374032, "loss_fcos_loc": 0.1726655918173492, "loss_mask": 0.24567080801352859, "loss_maskiou": 0.004536726792139234, "loss_sem_seg": 0.22486220812425017, "lr": 0.001, "mask_rcnn/accuracy": 0.8798626858150668, "mask_rcnn/false_negative": 0.085848740782728, "mask_rcnn/false_positive": 0.1421076524433597, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.75, "time": 0.7511011473834515, "total_loss": 1.4832228199957171} {"data_time": 0.019551225006580353, "eta_seconds": 43543.22822353989, "iteration": 213039, "loss_fcos_cls": 0.2301814155653119, "loss_fcos_ctr": 0.6201078398153186, "loss_fcos_loc": 0.18494602298596874, "loss_mask": 0.2502537351101637, "loss_maskiou": 0.004739438940305263, "loss_sem_seg": 0.2066190862096846, "lr": 0.001, "mask_rcnn/accuracy": 0.8847399376417233, "mask_rcnn/false_negative": 0.09319175239297721, "mask_rcnn/false_positive": 0.14567817116465576, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7727883700281382, "total_loss": 1.5119211837591138} {"data_time": 0.018338439986109734, "eta_seconds": 43524.829520050436, "iteration": 213059, "loss_fcos_cls": 0.21251144725829363, "loss_fcos_ctr": 0.6183985136449337, "loss_fcos_loc": 0.1752544604241848, "loss_mask": 0.25674302969127893, "loss_maskiou": 0.005029165564337745, "loss_sem_seg": 0.22384775383397937, "lr": 0.001, "mask_rcnn/accuracy": 0.8837631128503181, "mask_rcnn/false_negative": 0.10594507454148525, "mask_rcnn/false_positive": 0.11629321996715573, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.0, "time": 0.7787453467026353, "total_loss": 1.5285624919852125} {"data_time": 0.016553065739572048, "eta_seconds": 43504.45613772888, "iteration": 213079, "loss_fcos_cls": 0.21715491847135127, "loss_fcos_ctr": 0.6194337480701506, "loss_fcos_loc": 0.18645639112219214, "loss_mask": 0.26660582795739174, "loss_maskiou": 0.005667060737323482, "loss_sem_seg": 0.2077547707594931, "lr": 0.001, "mask_rcnn/accuracy": 0.8766852216556387, "mask_rcnn/false_negative": 0.10211634282707718, "mask_rcnn/false_positive": 0.13824138252701237, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.75, "time": 0.7644363977015018, "total_loss": 1.4910242945479695} {"data_time": 0.01568577717989683, "eta_seconds": 43494.2541318275, "iteration": 213099, "loss_fcos_cls": 0.22209431463852525, "loss_fcos_ctr": 0.620209839195013, "loss_fcos_loc": 0.17955120047554374, "loss_mask": 0.2623642487451434, "loss_maskiou": 0.004816928631043993, "loss_sem_seg": 0.23408051091246307, "lr": 0.001, "mask_rcnn/accuracy": 0.8922056146402223, "mask_rcnn/false_negative": 0.08600155596176531, "mask_rcnn/false_positive": 0.11632259267959046, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.7656625518575311, "total_loss": 1.521354530359531} {"data_time": 0.015736939385533333, "eta_seconds": 43464.78679038491, "iteration": 213119, "loss_fcos_cls": 0.21685575228184462, "loss_fcos_ctr": 0.6189503949135542, "loss_fcos_loc": 0.18414297315757722, "loss_mask": 0.2559466911479831, "loss_maskiou": 0.004916939524264308, "loss_sem_seg": 0.2292805011384189, "lr": 0.001, "mask_rcnn/accuracy": 0.887893065389421, "mask_rcnn/false_negative": 0.09445274283553191, "mask_rcnn/false_positive": 0.13783922211267174, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 28.75, "time": 0.7461404046043754, "total_loss": 1.5356503988150507} {"data_time": 0.01653475034981966, "eta_seconds": 43434.39104125835, "iteration": 213139, "loss_fcos_cls": 0.2257564275059849, "loss_fcos_ctr": 0.6159208221361041, "loss_fcos_loc": 0.1859771668096073, "loss_mask": 0.26120234513655305, "loss_maskiou": 0.00522084937983891, "loss_sem_seg": 0.23255948815494776, "lr": 0.001, "mask_rcnn/accuracy": 0.8768352395903416, "mask_rcnn/false_negative": 0.10082813620791767, "mask_rcnn/false_positive": 0.15241294351967435, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.75, "time": 0.7624155795201659, "total_loss": 1.528587363049155} {"data_time": 0.0173455523326993, "eta_seconds": 43419.11364865489, "iteration": 213159, "loss_fcos_cls": 0.22600790672004223, "loss_fcos_ctr": 0.6150042861700058, "loss_fcos_loc": 0.17423990066163242, "loss_mask": 0.24997416138648987, "loss_maskiou": 0.004880006788880564, "loss_sem_seg": 0.20460610976442695, "lr": 0.001, "mask_rcnn/accuracy": 0.893551723574045, "mask_rcnn/false_negative": 0.10267515195966143, "mask_rcnn/false_positive": 0.12989949058790937, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.75, "time": 0.7694352203980088, "total_loss": 1.4843772056192392} {"data_time": 0.019397391937673092, "eta_seconds": 43385.88343510125, "iteration": 213179, "loss_fcos_cls": 0.21696979901753366, "loss_fcos_ctr": 0.6159464074298739, "loss_fcos_loc": 0.175149358343333, "loss_mask": 0.263977225869894, "loss_maskiou": 0.005284898004902061, "loss_sem_seg": 0.22353311674669385, "lr": 0.001, "mask_rcnn/accuracy": 0.8961520596858943, "mask_rcnn/false_negative": 0.09384060064371443, "mask_rcnn/false_positive": 0.13302139140160557, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.75, "time": 0.7665324732661247, "total_loss": 1.515614569740137} {"data_time": 0.015423497185111046, "eta_seconds": 43388.55886344798, "iteration": 213199, "loss_fcos_cls": 0.23237176751717925, "loss_fcos_ctr": 0.6185368802398443, "loss_fcos_loc": 0.18403676318121143, "loss_mask": 0.25905041862279177, "loss_maskiou": 0.0047979589508031495, "loss_sem_seg": 0.22374084673356265, "lr": 0.001, "mask_rcnn/accuracy": 0.8653897941441853, "mask_rcnn/false_negative": 0.12079254462545186, "mask_rcnn/false_positive": 0.1483801008110949, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.5, "time": 0.7737269839271903, "total_loss": 1.525602525442082} {"data_time": 0.015148015692830086, "eta_seconds": 43358.8091462804, "iteration": 213219, "loss_fcos_cls": 0.22188445820938796, "loss_fcos_ctr": 0.617407601326704, "loss_fcos_loc": 0.18048114917473868, "loss_mask": 0.25693049747496843, "loss_maskiou": 0.004689055262133479, "loss_sem_seg": 0.2286068764515221, "lr": 0.001, "mask_rcnn/accuracy": 0.8651460584233693, "mask_rcnn/false_negative": 0.10247525566434082, "mask_rcnn/false_positive": 0.15013988345686663, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.5, "time": 0.7598161939531565, "total_loss": 1.5195298697944963} {"data_time": 0.017597966827452183, "eta_seconds": 43336.26303562615, "iteration": 213239, "loss_fcos_cls": 0.2113062364514917, "loss_fcos_ctr": 0.6171160126104951, "loss_fcos_loc": 0.18279668979812413, "loss_mask": 0.27541598305106163, "loss_maskiou": 0.005121789414261002, "loss_sem_seg": 0.21625025756657124, "lr": 0.001, "mask_rcnn/accuracy": 0.8784020598370927, "mask_rcnn/false_negative": 0.1030668822419965, "mask_rcnn/false_positive": 0.15557937739942157, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 30.0, "time": 0.759791967459023, "total_loss": 1.5170977250527358} {"data_time": 0.01593323890119791, "eta_seconds": 43320.99330357928, "iteration": 213259, "loss_fcos_cls": 0.2258178610354662, "loss_fcos_ctr": 0.6182129057124257, "loss_fcos_loc": 0.18047457712236792, "loss_mask": 0.26547104213386774, "loss_maskiou": 0.004644871572963893, "loss_sem_seg": 0.2132998660672456, "lr": 0.001, "mask_rcnn/accuracy": 0.8667651855518327, "mask_rcnn/false_negative": 0.1066356618955918, "mask_rcnn/false_positive": 0.14653207302472387, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.75, "time": 0.7717486014589667, "total_loss": 1.5127466778067173} {"data_time": 0.01598912663757801, "eta_seconds": 43286.8368006181, "iteration": 213279, "loss_fcos_cls": 0.21258122706785798, "loss_fcos_ctr": 0.6163091100752354, "loss_fcos_loc": 0.1721135547850281, "loss_mask": 0.2567304684780538, "loss_maskiou": 0.0049304403946734965, "loss_sem_seg": 0.2143397198524326, "lr": 0.001, "mask_rcnn/accuracy": 0.8768115543631245, "mask_rcnn/false_negative": 0.08993516039989514, "mask_rcnn/false_positive": 0.14039765845054203, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.5, "time": 0.7586148735135794, "total_loss": 1.4726820690120803} {"data_time": 0.014490853063762188, "eta_seconds": 43247.60403284244, "iteration": 213299, "loss_fcos_cls": 0.23061872052494437, "loss_fcos_ctr": 0.619800086133182, "loss_fcos_loc": 0.1793760594446212, "loss_mask": 0.2513290289789438, "loss_maskiou": 0.004480942014197353, "loss_sem_seg": 0.2360858339816332, "lr": 0.001, "mask_rcnn/accuracy": 0.8777352907336295, "mask_rcnn/false_negative": 0.09335283358436175, "mask_rcnn/false_positive": 0.15366664658709905, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 31.5, "time": 0.764570145867765, "total_loss": 1.5167002580783446} {"data_time": 0.01579705160111189, "eta_seconds": 43232.34941509925, "iteration": 213319, "loss_fcos_cls": 0.21330671710893512, "loss_fcos_ctr": 0.615731100551784, "loss_fcos_loc": 0.17079166462644935, "loss_mask": 0.2527207820676267, "loss_maskiou": 0.00460193808976328, "loss_sem_seg": 0.22099746391177177, "lr": 0.001, "mask_rcnn/accuracy": 0.8821404137092912, "mask_rcnn/false_negative": 0.08222627855249208, "mask_rcnn/false_positive": 0.1365150869504624, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 33.25, "time": 0.7560201287269592, "total_loss": 1.48223577886165} {"data_time": 0.016283701173961163, "eta_seconds": 43222.95602996461, "iteration": 213339, "loss_fcos_cls": 0.22389526129700243, "loss_fcos_ctr": 0.6183823361061513, "loss_fcos_loc": 0.18396301055327058, "loss_mask": 0.25944961700588465, "loss_maskiou": 0.004675470348956878, "loss_sem_seg": 0.2040264317765832, "lr": 0.001, "mask_rcnn/accuracy": 0.8920138888888889, "mask_rcnn/false_negative": 0.08869550379660439, "mask_rcnn/false_positive": 0.11826418214199486, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.25, "time": 0.7674255864694715, "total_loss": 1.4670592729980854} {"data_time": 0.016866381280124187, "eta_seconds": 43203.683986782096, "iteration": 213359, "loss_fcos_cls": 0.23594775702804327, "loss_fcos_ctr": 0.6191784683614969, "loss_fcos_loc": 0.18341059936210513, "loss_mask": 0.26481730677187443, "loss_maskiou": 0.00503258737262513, "loss_sem_seg": 0.22437131102196872, "lr": 0.001, "mask_rcnn/accuracy": 0.8804789193321559, "mask_rcnn/false_negative": 0.11322795898670211, "mask_rcnn/false_positive": 0.12644316096621844, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.5, "time": 0.7613309388980269, "total_loss": 1.520192589443468} {"data_time": 0.015195333398878574, "eta_seconds": 43192.44265672378, "iteration": 213379, "loss_fcos_cls": 0.23092177644139156, "loss_fcos_ctr": 0.6154859876260161, "loss_fcos_loc": 0.17479208437725902, "loss_mask": 0.25908607617020607, "loss_maskiou": 0.0054430642958323006, "loss_sem_seg": 0.2065455405972898, "lr": 0.001, "mask_rcnn/accuracy": 0.88975297374697, "mask_rcnn/false_negative": 0.10680349971775371, "mask_rcnn/false_positive": 0.11401665881252093, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.75, "time": 0.767209586687386, "total_loss": 1.4894518765504472} {"data_time": 0.01688072644174099, "eta_seconds": 43219.96542389318, "iteration": 213399, "loss_fcos_cls": 0.21549555973615497, "loss_fcos_ctr": 0.614898026920855, "loss_fcos_loc": 0.16739422985119745, "loss_mask": 0.25381007557734847, "loss_maskiou": 0.005423981368949171, "loss_sem_seg": 0.25851699837949127, "lr": 0.001, "mask_rcnn/accuracy": 0.9135128812290467, "mask_rcnn/false_negative": 0.054557080075416736, "mask_rcnn/false_positive": 0.1315180300508078, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.5, "time": 0.7672680551186204, "total_loss": 1.5049765712028602} {"data_time": 0.0166744040325284, "eta_seconds": 43212.56417061016, "iteration": 213419, "loss_fcos_cls": 0.2254021493718028, "loss_fcos_ctr": 0.6169796623289585, "loss_fcos_loc": 0.18260985531378537, "loss_mask": 0.2500957096926868, "loss_maskiou": 0.005229337766650133, "loss_sem_seg": 0.22168130008503795, "lr": 0.001, "mask_rcnn/accuracy": 0.8924467652914825, "mask_rcnn/false_negative": 0.07633061054023899, "mask_rcnn/false_positive": 0.1395140612982768, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 22.0, "time": 0.7833186937496066, "total_loss": 1.4946121114335256} {"data_time": 0.015284402295947075, "eta_seconds": 43207.65195595566, "iteration": 213439, "loss_fcos_cls": 0.21289620455354452, "loss_fcos_ctr": 0.6157335131429136, "loss_fcos_loc": 0.17084931730641983, "loss_mask": 0.2520612711086869, "loss_maskiou": 0.004485006989852991, "loss_sem_seg": 0.22497346287127584, "lr": 0.001, "mask_rcnn/accuracy": 0.8986705823633802, "mask_rcnn/false_negative": 0.07792901165231798, "mask_rcnn/false_positive": 0.10669466025403872, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.5, "time": 0.7546673007309437, "total_loss": 1.4853456023847684} {"data_time": 0.015411045402288437, "eta_seconds": 43204.98074779194, "iteration": 213459, "loss_fcos_cls": 0.21373729035258293, "loss_fcos_ctr": 0.6183094624429941, "loss_fcos_loc": 0.17940665176138282, "loss_mask": 0.2673113881610334, "loss_maskiou": 0.004859032000240404, "loss_sem_seg": 0.2251830007880926, "lr": 0.001, "mask_rcnn/accuracy": 0.8764144682263149, "mask_rcnn/false_negative": 0.09564894377189384, "mask_rcnn/false_positive": 0.12732009901102195, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.5, "time": 0.7522286996245384, "total_loss": 1.5087041209844756} {"data_time": 0.017298616468906403, "eta_seconds": 43222.49426051602, "iteration": 213479, "loss_fcos_cls": 0.2171485989820212, "loss_fcos_ctr": 0.6180944703519344, "loss_fcos_loc": 0.17805824894458055, "loss_mask": 0.25311512500047684, "loss_maskiou": 0.00505590125976596, "loss_sem_seg": 0.217844343977049, "lr": 0.001, "mask_rcnn/accuracy": 0.8837312283403927, "mask_rcnn/false_negative": 0.09039021550112689, "mask_rcnn/false_positive": 0.14326170111459774, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.25, "time": 0.7810505107045174, "total_loss": 1.507020886761893} {"data_time": 0.016331106424331665, "eta_seconds": 43183.2401835043, "iteration": 213499, "loss_fcos_cls": 0.22675294312648475, "loss_fcos_ctr": 0.6183770420029759, "loss_fcos_loc": 0.1826953231357038, "loss_mask": 0.26650060433894396, "loss_maskiou": 0.0050279936863262265, "loss_sem_seg": 0.241634558304213, "lr": 0.001, "mask_rcnn/accuracy": 0.8760418710753533, "mask_rcnn/false_negative": 0.10675289161878874, "mask_rcnn/false_positive": 0.15233702609033478, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.5, "time": 0.7695176927372813, "total_loss": 1.5676978054980282} {"data_time": 0.01753312535583973, "eta_seconds": 43136.19124653563, "iteration": 213519, "loss_fcos_cls": 0.2177519693505019, "loss_fcos_ctr": 0.6133829616010189, "loss_fcos_loc": 0.1751170565839857, "loss_mask": 0.2672307910397649, "loss_maskiou": 0.004721926830825396, "loss_sem_seg": 0.2237406608182937, "lr": 0.001, "mask_rcnn/accuracy": 0.8874111698250728, "mask_rcnn/false_negative": 0.10989095590654752, "mask_rcnn/false_positive": 0.11902599194269967, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.25, "time": 0.7579397168010473, "total_loss": 1.4845598479005275} {"data_time": 0.016657146625220776, "eta_seconds": 43135.307214445435, "iteration": 213539, "loss_fcos_cls": 0.22204092901665717, "loss_fcos_ctr": 0.6207642359659076, "loss_fcos_loc": 0.1859149425290525, "loss_mask": 0.26531259156763554, "loss_maskiou": 0.004629863331501838, "loss_sem_seg": 0.22019366500899196, "lr": 0.001, "mask_rcnn/accuracy": 0.8888923039095156, "mask_rcnn/false_negative": 0.09587953302948195, "mask_rcnn/false_positive": 0.137834211698446, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.0, "time": 0.7612280752509832, "total_loss": 1.5372777178272372} {"data_time": 0.015598160214722157, "eta_seconds": 43151.696496395394, "iteration": 213559, "loss_fcos_cls": 0.21950250113150105, "loss_fcos_ctr": 0.6157798850908875, "loss_fcos_loc": 0.17929686361458153, "loss_mask": 0.26770014967769384, "loss_maskiou": 0.005644462435157038, "loss_sem_seg": 0.22606002923566848, "lr": 0.001, "mask_rcnn/accuracy": 0.8632498607551129, "mask_rcnn/false_negative": 0.12048090155164726, "mask_rcnn/false_positive": 0.13720651247452237, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7686739461496472, "total_loss": 1.5300586816156283} {"data_time": 0.0165714044123888, "eta_seconds": 43104.74784977641, "iteration": 213579, "loss_fcos_cls": 0.22371577913872898, "loss_fcos_ctr": 0.6188647500239313, "loss_fcos_loc": 0.18352901958860457, "loss_mask": 0.26132321171462536, "loss_maskiou": 0.005021854172809981, "loss_sem_seg": 0.22285337187349796, "lr": 0.001, "mask_rcnn/accuracy": 0.8905645591569962, "mask_rcnn/false_negative": 0.08776130894279197, "mask_rcnn/false_positive": 0.12852762176471216, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.5, "time": 0.759363453835249, "total_loss": 1.5071153676435642} {"data_time": 0.017268961295485497, "eta_seconds": 43079.61909900978, "iteration": 213599, "loss_fcos_cls": 0.21899779560044408, "loss_fcos_ctr": 0.6186147993430495, "loss_fcos_loc": 0.18643396976403892, "loss_mask": 0.2726806243881583, "loss_maskiou": 0.004735985887236893, "loss_sem_seg": 0.22124097775667906, "lr": 0.001, "mask_rcnn/accuracy": 0.8840739973126067, "mask_rcnn/false_negative": 0.092550861662924, "mask_rcnn/false_positive": 0.1471451558580929, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 32.0, "time": 0.7743886206299067, "total_loss": 1.517971018278331} {"data_time": 0.01565375179052353, "eta_seconds": 43064.342909190804, "iteration": 213619, "loss_fcos_cls": 0.21580806997371837, "loss_fcos_ctr": 0.6167053794488311, "loss_fcos_loc": 0.18392123095691204, "loss_mask": 0.26521973591297865, "loss_maskiou": 0.004936124045343604, "loss_sem_seg": 0.20986154046840966, "lr": 0.001, "mask_rcnn/accuracy": 0.8762515943877551, "mask_rcnn/false_negative": 0.09731994298310603, "mask_rcnn/false_positive": 0.14404219618538922, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7637162152677774, "total_loss": 1.522287075742497} {"data_time": 0.015395867638289928, "eta_seconds": 43064.73900222313, "iteration": 213639, "loss_fcos_cls": 0.21795199904590845, "loss_fcos_ctr": 0.6121491976082325, "loss_fcos_loc": 0.1727852150797844, "loss_mask": 0.26107801124453545, "loss_maskiou": 0.004558444939902984, "loss_sem_seg": 0.19100761506706476, "lr": 0.001, "mask_rcnn/accuracy": 0.8748134227095092, "mask_rcnn/false_negative": 0.1017079926009776, "mask_rcnn/false_positive": 0.15338766709646934, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.0, "time": 0.7693085912615061, "total_loss": 1.485512663712143} {"data_time": 0.015533506870269775, "eta_seconds": 43052.15366391372, "iteration": 213659, "loss_fcos_cls": 0.22829071909654886, "loss_fcos_ctr": 0.6165839876048267, "loss_fcos_loc": 0.18293303926475346, "loss_mask": 0.2645492497831583, "loss_maskiou": 0.004686501823016442, "loss_sem_seg": 0.23292500083334744, "lr": 0.001, "mask_rcnn/accuracy": 0.9003664676097711, "mask_rcnn/false_negative": 0.10727910825606377, "mask_rcnn/false_positive": 0.1022959961442172, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.5, "time": 0.7625523740425706, "total_loss": 1.5310883485617524} {"data_time": 0.01670998614281416, "eta_seconds": 43039.16304753814, "iteration": 213679, "loss_fcos_cls": 0.23500207386678085, "loss_fcos_ctr": 0.6178078036755323, "loss_fcos_loc": 0.1847633619327098, "loss_mask": 0.26275707222521305, "loss_maskiou": 0.004949772552208742, "loss_sem_seg": 0.2353687253780663, "lr": 0.001, "mask_rcnn/accuracy": 0.8774636756876664, "mask_rcnn/false_negative": 0.1027949007530231, "mask_rcnn/false_positive": 0.12803702771164477, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.5, "time": 0.7687551341950893, "total_loss": 1.5321908821715624} {"data_time": 0.015401381999254227, "eta_seconds": 43018.89374858793, "iteration": 213699, "loss_fcos_cls": 0.21179490978829563, "loss_fcos_ctr": 0.6180259361863136, "loss_fcos_loc": 0.17683130013756454, "loss_mask": 0.2523082075640559, "loss_maskiou": 0.0048769888817332685, "loss_sem_seg": 0.22112225799355656, "lr": 0.001, "mask_rcnn/accuracy": 0.894523101998889, "mask_rcnn/false_negative": 0.09480701065587901, "mask_rcnn/false_positive": 0.12621427830484225, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.0, "time": 0.7567584626376629, "total_loss": 1.5051011516552535} {"data_time": 0.017084837891161442, "eta_seconds": 42997.79007343482, "iteration": 213719, "loss_fcos_cls": 0.22466128459200263, "loss_fcos_ctr": 0.6156337764114141, "loss_fcos_loc": 0.1817445510532707, "loss_mask": 0.26841938961297274, "loss_maskiou": 0.0051791873629554175, "loss_sem_seg": 0.23077017813920975, "lr": 0.001, "mask_rcnn/accuracy": 0.8768474373658413, "mask_rcnn/false_negative": 0.1100035911108265, "mask_rcnn/false_positive": 0.13267406599934428, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.5, "time": 0.7476986702531576, "total_loss": 1.5274459157553792} {"data_time": 0.015553154982626438, "eta_seconds": 42968.17081357166, "iteration": 213739, "loss_fcos_cls": 0.2307459102012217, "loss_fcos_ctr": 0.6174512635916471, "loss_fcos_loc": 0.18243833835003898, "loss_mask": 0.28448619693517685, "loss_maskiou": 0.005684056130121462, "loss_sem_seg": 0.21048334799706936, "lr": 0.001, "mask_rcnn/accuracy": 0.862006895149364, "mask_rcnn/false_negative": 0.11095696036014267, "mask_rcnn/false_positive": 0.14790015176975332, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.5, "time": 0.7588694170117378, "total_loss": 1.5082292907172814} {"data_time": 0.018076088279485703, "eta_seconds": 42918.90445949882, "iteration": 213759, "loss_fcos_cls": 0.21798487077467144, "loss_fcos_ctr": 0.6183694247156382, "loss_fcos_loc": 0.186656741425395, "loss_mask": 0.25403011217713356, "loss_maskiou": 0.004794388045411324, "loss_sem_seg": 0.23068463848903775, "lr": 0.001, "mask_rcnn/accuracy": 0.8723114819322224, "mask_rcnn/false_negative": 0.08252427468050584, "mask_rcnn/false_positive": 0.14350231028315721, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.25, "time": 0.7458444656804204, "total_loss": 1.5184520960428927} {"data_time": 0.016331495717167854, "eta_seconds": 42878.467695686035, "iteration": 213779, "loss_fcos_cls": 0.2274076109752059, "loss_fcos_ctr": 0.6153736496344209, "loss_fcos_loc": 0.1727014136267826, "loss_mask": 0.23919308418408036, "loss_maskiou": 0.00452890525048133, "loss_sem_seg": 0.21733414568006992, "lr": 0.001, "mask_rcnn/accuracy": 0.8895817533094319, "mask_rcnn/false_negative": 0.09114715121458045, "mask_rcnn/false_positive": 0.13311922372836532, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.7399705098941922, "total_loss": 1.4748165987039101} {"data_time": 0.015118969604372978, "eta_seconds": 42859.440087681636, "iteration": 213799, "loss_fcos_cls": 0.2146021430962719, "loss_fcos_ctr": 0.6155868256464601, "loss_fcos_loc": 0.1761373209883459, "loss_mask": 0.2559378449805081, "loss_maskiou": 0.0044683152955258265, "loss_sem_seg": 0.2057492269668728, "lr": 0.001, "mask_rcnn/accuracy": 0.8837305755635587, "mask_rcnn/false_negative": 0.10962895685877279, "mask_rcnn/false_positive": 0.1032569266418093, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.0, "time": 0.7484111879020929, "total_loss": 1.5133311007957673} {"data_time": 0.014845605008304119, "eta_seconds": 42835.78257214464, "iteration": 213819, "loss_fcos_cls": 0.22035970678552985, "loss_fcos_ctr": 0.6147690126672387, "loss_fcos_loc": 0.17973451013676822, "loss_mask": 0.25897323666140437, "loss_maskiou": 0.005095479238661937, "loss_sem_seg": 0.20103566721081734, "lr": 0.001, "mask_rcnn/accuracy": 0.883922977085571, "mask_rcnn/false_negative": 0.09229695784619654, "mask_rcnn/false_positive": 0.13811904053997856, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 34.75, "time": 0.7511894954368472, "total_loss": 1.47866223687015} {"data_time": 0.016187776811420918, "eta_seconds": 42811.51102936268, "iteration": 213839, "loss_fcos_cls": 0.22205846128053963, "loss_fcos_ctr": 0.6176555119454861, "loss_fcos_loc": 0.1908095896942541, "loss_mask": 0.2600767044350505, "loss_maskiou": 0.004654666598071344, "loss_sem_seg": 0.2344900076277554, "lr": 0.001, "mask_rcnn/accuracy": 0.8825742276077098, "mask_rcnn/false_negative": 0.09099194626700693, "mask_rcnn/false_positive": 0.14022116397224924, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7317573223263025, "total_loss": 1.5261245234287344} {"data_time": 0.01641726214438677, "eta_seconds": 42813.68349250965, "iteration": 213859, "loss_fcos_cls": 0.22040936793200672, "loss_fcos_ctr": 0.6202898942865431, "loss_fcos_loc": 0.18639254895970225, "loss_mask": 0.2715797498822212, "loss_maskiou": 0.005100857910292689, "loss_sem_seg": 0.20689216488972306, "lr": 0.001, "mask_rcnn/accuracy": 0.871177713253606, "mask_rcnn/false_negative": 0.09863749331494603, "mask_rcnn/false_positive": 0.1451730028405469, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7619785210117698, "total_loss": 1.5366049045696855} {"data_time": 0.01583858486264944, "eta_seconds": 42774.772800092585, "iteration": 213879, "loss_fcos_cls": 0.23394185409415513, "loss_fcos_ctr": 0.6208039973862469, "loss_fcos_loc": 0.18574147345498204, "loss_mask": 0.2583450209349394, "loss_maskiou": 0.004683491613832302, "loss_sem_seg": 0.21923517296090722, "lr": 0.001, "mask_rcnn/accuracy": 0.8737827462715855, "mask_rcnn/false_negative": 0.10166776938613717, "mask_rcnn/false_positive": 0.16098301385637917, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.5, "time": 0.7487399457022548, "total_loss": 1.5303971667744918} {"data_time": 0.01672510802745819, "eta_seconds": 42759.529032946564, "iteration": 213899, "loss_fcos_cls": 0.2166441148146987, "loss_fcos_ctr": 0.617880386300385, "loss_fcos_loc": 0.1790638545062393, "loss_mask": 0.25120940152555704, "loss_maskiou": 0.0050060632202075794, "loss_sem_seg": 0.2154130325652659, "lr": 0.001, "mask_rcnn/accuracy": 0.874510747012932, "mask_rcnn/false_negative": 0.10399922195528888, "mask_rcnn/false_positive": 0.13997521466944043, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.5, "time": 0.7685311352834105, "total_loss": 1.495910367309989} {"data_time": 0.016682369634509087, "eta_seconds": 42723.284984603524, "iteration": 213919, "loss_fcos_cls": 0.22928114788373932, "loss_fcos_ctr": 0.6190399853512645, "loss_fcos_loc": 0.18225131963845342, "loss_mask": 0.2529527433216572, "loss_maskiou": 0.004718715579656418, "loss_sem_seg": 0.2187635051086545, "lr": 0.001, "mask_rcnn/accuracy": 0.8854831246802493, "mask_rcnn/false_negative": 0.10310284588263283, "mask_rcnn/false_positive": 0.119849570279208, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.7568940948694944, "total_loss": 1.5106267902301624} {"data_time": 0.01670150551944971, "eta_seconds": 42705.0909084538, "iteration": 213939, "loss_fcos_cls": 0.21470048557966948, "loss_fcos_ctr": 0.6202252525836229, "loss_fcos_loc": 0.18477861606515944, "loss_mask": 0.2613612413406372, "loss_maskiou": 0.004820518472115509, "loss_sem_seg": 0.22889377712272108, "lr": 0.001, "mask_rcnn/accuracy": 0.875657834348132, "mask_rcnn/false_negative": 0.09899461825939654, "mask_rcnn/false_positive": 0.1282463062818239, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 23.0, "time": 0.7641514027491212, "total_loss": 1.5114524668879312} {"data_time": 0.016559378243982792, "eta_seconds": 42689.85568578262, "iteration": 213959, "loss_fcos_cls": 0.21675969869829714, "loss_fcos_ctr": 0.616945456713438, "loss_fcos_loc": 0.16961722867563367, "loss_mask": 0.24293032428249717, "loss_maskiou": 0.004565357419778593, "loss_sem_seg": 0.21558401081711054, "lr": 0.001, "mask_rcnn/accuracy": 0.9051343027432616, "mask_rcnn/false_negative": 0.08427860313894248, "mask_rcnn/false_positive": 0.12151370236774646, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 25.75, "time": 0.7447566241025925, "total_loss": 1.470210534062062} {"data_time": 0.01671962346881628, "eta_seconds": 42693.65193953831, "iteration": 213979, "loss_fcos_cls": 0.21059460821561515, "loss_fcos_ctr": 0.6154388915747404, "loss_fcos_loc": 0.17048330884426832, "loss_mask": 0.2685996014624834, "loss_maskiou": 0.005583280712016858, "loss_sem_seg": 0.21249158517457545, "lr": 0.001, "mask_rcnn/accuracy": 0.873843984962406, "mask_rcnn/false_negative": 0.09746091535901663, "mask_rcnn/false_positive": 0.1469101211840616, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.25, "time": 0.7758865635842085, "total_loss": 1.4995197973767063} {"data_time": 0.01492553111165762, "eta_seconds": 42662.33987309039, "iteration": 213999, "loss_fcos_cls": 0.2105456015560776, "loss_fcos_ctr": 0.6165540576912463, "loss_fcos_loc": 0.17662391532212496, "loss_mask": 0.2545787366107106, "loss_maskiou": 0.004581341730954591, "loss_sem_seg": 0.23020923603326082, "lr": 0.001, "mask_rcnn/accuracy": 0.8887117346938775, "mask_rcnn/false_negative": 0.08803392737592214, "mask_rcnn/false_positive": 0.1542257205184873, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 22.0, "time": 0.7632666705176234, "total_loss": 1.494683129763871} {"data_time": 0.01654120162129402, "eta_seconds": 42654.340905281715, "iteration": 214019, "loss_fcos_cls": 0.2124171070754528, "loss_fcos_ctr": 0.6166491890326142, "loss_fcos_loc": 0.1802180432714522, "loss_mask": 0.27297689765691757, "loss_maskiou": 0.004867609375651227, "loss_sem_seg": 0.22727180842775851, "lr": 0.001, "mask_rcnn/accuracy": 0.8684942727090836, "mask_rcnn/false_negative": 0.12053678362195412, "mask_rcnn/false_positive": 0.13294392215870546, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.25, "time": 0.7576749948784709, "total_loss": 1.5389623558694439} {"data_time": 0.015905139967799187, "eta_seconds": 42631.86731733382, "iteration": 214039, "loss_fcos_cls": 0.2323999076616019, "loss_fcos_ctr": 0.6171459853649139, "loss_fcos_loc": 0.17825382493901998, "loss_mask": 0.2588848937302828, "loss_maskiou": 0.004798224843398202, "loss_sem_seg": 0.21834904211573303, "lr": 0.001, "mask_rcnn/accuracy": 0.8564872339021815, "mask_rcnn/false_negative": 0.11835604745252438, "mask_rcnn/false_positive": 0.16633158192689734, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7670754799619317, "total_loss": 1.5237573835038347} {"data_time": 0.016374916769564152, "eta_seconds": 42582.82418348361, "iteration": 214059, "loss_fcos_cls": 0.21707159222569317, "loss_fcos_ctr": 0.6188470008783042, "loss_fcos_loc": 0.17811697674915195, "loss_mask": 0.2624223637394607, "loss_maskiou": 0.004895983507594792, "loss_sem_seg": 0.20025713369250298, "lr": 0.001, "mask_rcnn/accuracy": 0.8957314164945567, "mask_rcnn/false_negative": 0.07841395258804901, "mask_rcnn/false_positive": 0.12179626704654514, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7578095179051161, "total_loss": 1.5001668759432505} {"data_time": 0.016381178982555866, "eta_seconds": 42543.01815732196, "iteration": 214079, "loss_fcos_cls": 0.21030821900058072, "loss_fcos_ctr": 0.6184868542477489, "loss_fcos_loc": 0.17506433057133108, "loss_mask": 0.2603299282491207, "loss_maskiou": 0.005330404237611219, "loss_sem_seg": 0.20439088088460267, "lr": 0.001, "mask_rcnn/accuracy": 0.8768679885747402, "mask_rcnn/false_negative": 0.10312825668365096, "mask_rcnn/false_positive": 0.1487304437995597, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 33.0, "time": 0.7508073523640633, "total_loss": 1.489189131083549} {"data_time": 0.016111710108816624, "eta_seconds": 42530.17563328706, "iteration": 214099, "loss_fcos_cls": 0.2218787050805986, "loss_fcos_ctr": 0.6174844480119646, "loss_fcos_loc": 0.18024395941756666, "loss_mask": 0.25530721712857485, "loss_maskiou": 0.004899859217402991, "loss_sem_seg": 0.23296927940100431, "lr": 0.001, "mask_rcnn/accuracy": 0.8769698488848275, "mask_rcnn/false_negative": 0.09470829286591222, "mask_rcnn/false_positive": 0.14395622715432863, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7770874332636595, "total_loss": 1.5139573315391317} {"data_time": 0.01703926082700491, "eta_seconds": 42537.15160968248, "iteration": 214119, "loss_fcos_cls": 0.22798466152744368, "loss_fcos_ctr": 0.6180176166817546, "loss_fcos_loc": 0.18711872911080718, "loss_mask": 0.26193686481565237, "loss_maskiou": 0.005170724165509455, "loss_sem_seg": 0.22707883059047163, "lr": 0.001, "mask_rcnn/accuracy": 0.894893541546885, "mask_rcnn/false_negative": 0.09011510376559739, "mask_rcnn/false_positive": 0.12381251389375336, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.25, "time": 0.7675522034987807, "total_loss": 1.5519890248397132} {"data_time": 0.016518001444637775, "eta_seconds": 42507.39319897536, "iteration": 214139, "loss_fcos_cls": 0.22110803093528375, "loss_fcos_ctr": 0.6192232249304652, "loss_fcos_loc": 0.1836372003890574, "loss_mask": 0.2671976638957858, "loss_maskiou": 0.005106304568471387, "loss_sem_seg": 0.21998529601842165, "lr": 0.001, "mask_rcnn/accuracy": 0.8884469097716605, "mask_rcnn/false_negative": 0.08700325929199365, "mask_rcnn/false_positive": 0.11964079639022845, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.5, "time": 0.7602363377809525, "total_loss": 1.5131983132159803} {"data_time": 0.017473175190389156, "eta_seconds": 42492.174211417325, "iteration": 214159, "loss_fcos_cls": 0.22241287783253938, "loss_fcos_ctr": 0.6190292686223984, "loss_fcos_loc": 0.18229944095946848, "loss_mask": 0.26808612793684006, "loss_maskiou": 0.0053293786477297544, "loss_sem_seg": 0.21948365541175008, "lr": 0.001, "mask_rcnn/accuracy": 0.8751335342239241, "mask_rcnn/false_negative": 0.11464304757006097, "mask_rcnn/false_positive": 0.13361607580263457, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.25, "time": 0.7718452494591475, "total_loss": 1.482868627514108} {"data_time": 0.01646767556667328, "eta_seconds": 42476.95522385929, "iteration": 214179, "loss_fcos_cls": 0.21263076702598482, "loss_fcos_ctr": 0.6174693331122398, "loss_fcos_loc": 0.1720277899876237, "loss_mask": 0.2602403685450554, "loss_maskiou": 0.004745414702483686, "loss_sem_seg": 0.20375897781923413, "lr": 0.001, "mask_rcnn/accuracy": 0.8833042501923164, "mask_rcnn/false_negative": 0.09099582816223165, "mask_rcnn/false_positive": 0.1502466910807116, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.25, "time": 0.7671102564781904, "total_loss": 1.458657647966902} {"data_time": 0.01692182384431362, "eta_seconds": 42454.094390315935, "iteration": 214199, "loss_fcos_cls": 0.20856782631017268, "loss_fcos_ctr": 0.6182478806003928, "loss_fcos_loc": 0.17353630950674415, "loss_mask": 0.2575769564136863, "loss_maskiou": 0.0048881943002925254, "loss_sem_seg": 0.19807373732328415, "lr": 0.001, "mask_rcnn/accuracy": 0.8889089419551605, "mask_rcnn/false_negative": 0.09012016682927437, "mask_rcnn/false_positive": 0.11459032163924801, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.0, "time": 0.7668894035741687, "total_loss": 1.4763847991998773} {"data_time": 0.01550101675093174, "eta_seconds": 42446.517248743214, "iteration": 214219, "loss_fcos_cls": 0.21953095274511725, "loss_fcos_ctr": 0.6167279561050236, "loss_fcos_loc": 0.17761755408719182, "loss_mask": 0.2595711098983884, "loss_maskiou": 0.00520616518042516, "loss_sem_seg": 0.22926943795755506, "lr": 0.001, "mask_rcnn/accuracy": 0.8741545725433031, "mask_rcnn/false_negative": 0.09383934976932705, "mask_rcnn/false_positive": 0.15462625797961146, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.25, "time": 0.7670177081599832, "total_loss": 1.5151799372179084} {"data_time": 0.016786733642220497, "eta_seconds": 42425.804326255806, "iteration": 214239, "loss_fcos_cls": 0.210422299685888, "loss_fcos_ctr": 0.6154378429055214, "loss_fcos_loc": 0.18541696236934513, "loss_mask": 0.2707723155617714, "loss_maskiou": 0.005343054901459254, "loss_sem_seg": 0.2297645155340433, "lr": 0.001, "mask_rcnn/accuracy": 0.875310337549654, "mask_rcnn/false_negative": 0.09407991770657775, "mask_rcnn/false_positive": 0.1519922332689967, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.5, "time": 0.7465986246243119, "total_loss": 1.532436291599879} {"data_time": 0.016426275484263897, "eta_seconds": 42402.38611692656, "iteration": 214259, "loss_fcos_cls": 0.2116505433805287, "loss_fcos_ctr": 0.6178681906312704, "loss_fcos_loc": 0.17660195066127926, "loss_mask": 0.267452510073781, "loss_maskiou": 0.005314744223142043, "loss_sem_seg": 0.22850237460806966, "lr": 0.001, "mask_rcnn/accuracy": 0.8775241021733369, "mask_rcnn/false_negative": 0.10249411967842811, "mask_rcnn/false_positive": 0.15824036158661509, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7487012166529894, "total_loss": 1.4981001841078978} {"data_time": 0.016637738794088364, "eta_seconds": 42390.86416094378, "iteration": 214279, "loss_fcos_cls": 0.21751424274407327, "loss_fcos_ctr": 0.619351648259908, "loss_fcos_loc": 0.1851095005404204, "loss_mask": 0.25195698300376534, "loss_maskiou": 0.004680744881625287, "loss_sem_seg": 0.2314609345048666, "lr": 0.001, "mask_rcnn/accuracy": 0.8806446497517926, "mask_rcnn/false_negative": 0.1060887619452153, "mask_rcnn/false_positive": 0.1349382419216843, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 26.0, "time": 0.7642518421635032, "total_loss": 1.4977700885938248} {"data_time": 0.014990180730819702, "eta_seconds": 42360.86136251036, "iteration": 214299, "loss_fcos_cls": 0.21951307356357574, "loss_fcos_ctr": 0.6155997421592474, "loss_fcos_loc": 0.17721881566103548, "loss_mask": 0.2598544545471668, "loss_maskiou": 0.005492457959917374, "loss_sem_seg": 0.23471177322790027, "lr": 0.001, "mask_rcnn/accuracy": 0.8805717778414387, "mask_rcnn/false_negative": 0.1194679099559952, "mask_rcnn/false_positive": 0.12193993775900666, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7464010743424296, "total_loss": 1.514574758897652} {"data_time": 0.016586346551775932, "eta_seconds": 42345.65127243567, "iteration": 214319, "loss_fcos_cls": 0.21714367135427892, "loss_fcos_ctr": 0.6183459954336286, "loss_fcos_loc": 0.1822020770632662, "loss_mask": 0.26624842919409275, "loss_maskiou": 0.004810501413885504, "loss_sem_seg": 0.23873112862929702, "lr": 0.001, "mask_rcnn/accuracy": 0.8773264774659864, "mask_rcnn/false_negative": 0.09095958166442936, "mask_rcnn/false_positive": 0.14824635994817337, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 30.25, "time": 0.7569904327392578, "total_loss": 1.5159404098667437} {"data_time": 0.018090205267071724, "eta_seconds": 42317.52576217521, "iteration": 214339, "loss_fcos_cls": 0.21497746917884797, "loss_fcos_ctr": 0.6168905743397772, "loss_fcos_loc": 0.17304161563515663, "loss_mask": 0.24604624416679144, "loss_maskiou": 0.004521807633864228, "loss_sem_seg": 0.2270328237209469, "lr": 0.001, "mask_rcnn/accuracy": 0.9093440947807694, "mask_rcnn/false_negative": 0.06831033890583527, "mask_rcnn/false_positive": 0.12616451877585005, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 22.25, "time": 0.7579529182985425, "total_loss": 1.5161088952172577} {"data_time": 0.01573034282773733, "eta_seconds": 42302.32031284366, "iteration": 214359, "loss_fcos_cls": 0.2222343860194087, "loss_fcos_ctr": 0.6179827833548188, "loss_fcos_loc": 0.18959159415680915, "loss_mask": 0.26156256813555956, "loss_maskiou": 0.00508150014502462, "loss_sem_seg": 0.25267722341232, "lr": 0.001, "mask_rcnn/accuracy": 0.9023649093783854, "mask_rcnn/false_negative": 0.0774357886596874, "mask_rcnn/false_positive": 0.12207461835298392, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 23.25, "time": 0.7643817123025656, "total_loss": 1.5572420489843353} {"data_time": 0.01581653021275997, "eta_seconds": 42289.0494271284, "iteration": 214379, "loss_fcos_cls": 0.22321269160602242, "loss_fcos_ctr": 0.6186362551525235, "loss_fcos_loc": 0.18694554618559778, "loss_mask": 0.2616219222545624, "loss_maskiou": 0.0046833293890813366, "loss_sem_seg": 0.22829655359964818, "lr": 0.001, "mask_rcnn/accuracy": 0.8857406077184973, "mask_rcnn/false_negative": 0.06928785104321208, "mask_rcnn/false_positive": 0.16530808562823684, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.5, "time": 0.7701454916968942, "total_loss": 1.5167026204653666} {"data_time": 0.016941805370151997, "eta_seconds": 42284.81091213692, "iteration": 214399, "loss_fcos_cls": 0.21343977423384786, "loss_fcos_ctr": 0.6151065593585372, "loss_fcos_loc": 0.17158342013135552, "loss_mask": 0.26093582808971405, "loss_maskiou": 0.004860541132075014, "loss_sem_seg": 0.20900033693760633, "lr": 0.001, "mask_rcnn/accuracy": 0.8914360744297719, "mask_rcnn/false_negative": 0.08971938674754101, "mask_rcnn/false_positive": 0.13610198032449328, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 30.75, "time": 0.7739682011306286, "total_loss": 1.4938491610082565} {"data_time": 0.016851807944476604, "eta_seconds": 42245.27813244145, "iteration": 214419, "loss_fcos_cls": 0.21263242629356682, "loss_fcos_ctr": 0.6140064345672727, "loss_fcos_loc": 0.16611536679556593, "loss_mask": 0.2567158816382289, "loss_maskiou": 0.004805726137419697, "loss_sem_seg": 0.22220355249010026, "lr": 0.001, "mask_rcnn/accuracy": 0.8733637809962695, "mask_rcnn/false_negative": 0.0980083755686991, "mask_rcnn/false_positive": 0.17343060717414793, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 23.25, "time": 0.7470966493710876, "total_loss": 1.4734825007471954} {"data_time": 0.016169422306120396, "eta_seconds": 42230.07679452654, "iteration": 214439, "loss_fcos_cls": 0.21814148360863328, "loss_fcos_ctr": 0.6166837569326162, "loss_fcos_loc": 0.1740004674065858, "loss_mask": 0.25551035441458225, "loss_maskiou": 0.004793189698830247, "loss_sem_seg": 0.21466205595061183, "lr": 0.001, "mask_rcnn/accuracy": 0.8978858524206268, "mask_rcnn/false_negative": 0.09325636863590482, "mask_rcnn/false_positive": 0.11792332992550819, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.75, "time": 0.7344413520768285, "total_loss": 1.4723711484657542} {"data_time": 0.015202243812382221, "eta_seconds": 42223.26328479871, "iteration": 214459, "loss_fcos_cls": 0.20817262242780998, "loss_fcos_ctr": 0.6145221525803208, "loss_fcos_loc": 0.1712001385167241, "loss_mask": 0.2540041944012046, "loss_maskiou": 0.00475866374472389, "loss_sem_seg": 0.20330472523346543, "lr": 0.001, "mask_rcnn/accuracy": 0.9022611317254174, "mask_rcnn/false_negative": 0.09078815989972941, "mask_rcnn/false_positive": 0.09974210818864036, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.75, "time": 0.7697202395647764, "total_loss": 1.4412855226328247} {"data_time": 0.017751452513039112, "eta_seconds": 42199.67411869671, "iteration": 214479, "loss_fcos_cls": 0.2155704323668033, "loss_fcos_ctr": 0.6197984851896763, "loss_fcos_loc": 0.18376486259512603, "loss_mask": 0.255996230058372, "loss_maskiou": 0.004966235152096488, "loss_sem_seg": 0.23070867802016437, "lr": 0.001, "mask_rcnn/accuracy": 0.8785698774197965, "mask_rcnn/false_negative": 0.1254062160737516, "mask_rcnn/false_positive": 0.12676135244701942, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.25, "time": 0.7638904424384236, "total_loss": 1.5212355821568053} {"data_time": 0.01745883096009493, "eta_seconds": 42170.775055525824, "iteration": 214499, "loss_fcos_cls": 0.19984056102111936, "loss_fcos_ctr": 0.6158307669684291, "loss_fcos_loc": 0.17036959435790777, "loss_mask": 0.2390096690505743, "loss_maskiou": 0.004256368652022502, "loss_sem_seg": 0.23980927420780063, "lr": 0.001, "mask_rcnn/accuracy": 0.8948057124635569, "mask_rcnn/false_negative": 0.09112366579118714, "mask_rcnn/false_positive": 0.13978518057862147, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.75, "time": 0.7473565535619855, "total_loss": 1.456150614818398} {"data_time": 0.01565359067171812, "eta_seconds": 42155.57865363918, "iteration": 214519, "loss_fcos_cls": 0.21217497903853655, "loss_fcos_ctr": 0.6167994346469641, "loss_fcos_loc": 0.17205176898278296, "loss_mask": 0.2541985367424786, "loss_maskiou": 0.004607253809808753, "loss_sem_seg": 0.20342987310141325, "lr": 0.001, "mask_rcnn/accuracy": 0.8886370768545513, "mask_rcnn/false_negative": 0.07897423108095994, "mask_rcnn/false_positive": 0.11971104552288675, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 25.25, "time": 0.7447651624679565, "total_loss": 1.4612453302361246} {"data_time": 0.015962451696395874, "eta_seconds": 42140.38225175254, "iteration": 214539, "loss_fcos_cls": 0.2048537211958319, "loss_fcos_ctr": 0.6166867995634675, "loss_fcos_loc": 0.1734702019020915, "loss_mask": 0.24946188367903233, "loss_maskiou": 0.00427980247332016, "loss_sem_seg": 0.21553256502375007, "lr": 0.001, "mask_rcnn/accuracy": 0.8748162099287875, "mask_rcnn/false_negative": 0.09795700172257649, "mask_rcnn/false_positive": 0.16200342855777006, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 31.0, "time": 0.7615699106827378, "total_loss": 1.4332830377115897} {"data_time": 0.016724265180528164, "eta_seconds": 42112.51716864854, "iteration": 214559, "loss_fcos_cls": 0.21645415434613824, "loss_fcos_ctr": 0.6182631533592939, "loss_fcos_loc": 0.17688391986303031, "loss_mask": 0.2574921613559127, "loss_maskiou": 0.0050631720150704496, "loss_sem_seg": 0.1862822314724326, "lr": 0.001, "mask_rcnn/accuracy": 0.8879257769120137, "mask_rcnn/false_negative": 0.06645266699476089, "mask_rcnn/false_positive": 0.12740516828125645, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.75, "time": 0.7467938996851444, "total_loss": 1.4678362236954854} {"data_time": 0.015757791697978973, "eta_seconds": 42109.98944797926, "iteration": 214579, "loss_fcos_cls": 0.21611867425963283, "loss_fcos_ctr": 0.617693779990077, "loss_fcos_loc": 0.18070709216408432, "loss_mask": 0.26340483129024506, "loss_maskiou": 0.004943534397170879, "loss_sem_seg": 0.223093367414549, "lr": 0.001, "mask_rcnn/accuracy": 0.9060845519041618, "mask_rcnn/false_negative": 0.07987685540920289, "mask_rcnn/false_positive": 0.13314334416246498, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.25, "time": 0.7622849242761731, "total_loss": 1.5250875945930602} {"data_time": 0.016215162351727486, "eta_seconds": 42094.793046092615, "iteration": 214599, "loss_fcos_cls": 0.2111539556644857, "loss_fcos_ctr": 0.6145757474005222, "loss_fcos_loc": 0.16789069504011422, "loss_mask": 0.2538427524268627, "loss_maskiou": 0.004673902003560215, "loss_sem_seg": 0.20834177359938622, "lr": 0.001, "mask_rcnn/accuracy": 0.8887582413262498, "mask_rcnn/false_negative": 0.08955049607781529, "mask_rcnn/false_positive": 0.11443788060922311, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.5, "time": 0.7722755502909422, "total_loss": 1.4694793715025298} {"data_time": 0.01556866429746151, "eta_seconds": 42074.01197906304, "iteration": 214619, "loss_fcos_cls": 0.20858144178055227, "loss_fcos_ctr": 0.6170837907120585, "loss_fcos_loc": 0.17592155106831342, "loss_mask": 0.26124884001910686, "loss_maskiou": 0.005565677049162332, "loss_sem_seg": 0.1997420727275312, "lr": 0.001, "mask_rcnn/accuracy": 0.886734693877551, "mask_rcnn/false_negative": 0.10425793237332093, "mask_rcnn/false_positive": 0.12528438306888273, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.0, "time": 0.752405826933682, "total_loss": 1.4928569845797028} {"data_time": 0.017296919599175453, "eta_seconds": 42051.749841697514, "iteration": 214639, "loss_fcos_cls": 0.2109031617292203, "loss_fcos_ctr": 0.616154694929719, "loss_fcos_loc": 0.16917815781198442, "loss_mask": 0.26057936158031225, "loss_maskiou": 0.004488966049393639, "loss_sem_seg": 0.22684601228684187, "lr": 0.001, "mask_rcnn/accuracy": 0.8852198184468593, "mask_rcnn/false_negative": 0.11087257130934211, "mask_rcnn/false_positive": 0.13895650548805566, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.0, "time": 0.7680939938873053, "total_loss": 1.4868313256883994} {"data_time": 0.015745477750897408, "eta_seconds": 42006.908460116945, "iteration": 214659, "loss_fcos_cls": 0.2148335932288319, "loss_fcos_ctr": 0.6162430464755744, "loss_fcos_loc": 0.17230087355710566, "loss_mask": 0.24644035752862692, "loss_maskiou": 0.004375118835014291, "loss_sem_seg": 0.21013641636818647, "lr": 0.001, "mask_rcnn/accuracy": 0.9109007843063965, "mask_rcnn/false_negative": 0.09208453007301048, "mask_rcnn/false_positive": 0.10545307711580387, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 24.0, "time": 0.7509531378746033, "total_loss": 1.4852793580503203} {"data_time": 0.016807804815471172, "eta_seconds": 41946.805834334344, "iteration": 214679, "loss_fcos_cls": 0.20827516925055534, "loss_fcos_ctr": 0.6148945912718773, "loss_fcos_loc": 0.16348117589950562, "loss_mask": 0.24438781198114157, "loss_maskiou": 0.004900513020402286, "loss_sem_seg": 0.1939048224594444, "lr": 0.001, "mask_rcnn/accuracy": 0.8941334770342245, "mask_rcnn/false_negative": 0.09665677579209223, "mask_rcnn/false_positive": 0.12210928394359877, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.75, "time": 0.7502073207870126, "total_loss": 1.4209769789958955} {"data_time": 0.016064446419477463, "eta_seconds": 41931.640958126634, "iteration": 214699, "loss_fcos_cls": 0.20243409113027155, "loss_fcos_ctr": 0.6150997476652265, "loss_fcos_loc": 0.17589903506450355, "loss_mask": 0.26489824429154396, "loss_maskiou": 0.004752568005642388, "loss_sem_seg": 0.20118055422790349, "lr": 0.001, "mask_rcnn/accuracy": 0.8990372934888241, "mask_rcnn/false_negative": 0.07686057490992221, "mask_rcnn/false_positive": 0.10053987334062758, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.0, "time": 0.7554781986400485, "total_loss": 1.464086505700834} {"data_time": 0.016132498160004616, "eta_seconds": 41916.70544511359, "iteration": 214719, "loss_fcos_cls": 0.2176224219147116, "loss_fcos_ctr": 0.6201766692101955, "loss_fcos_loc": 0.17738929111510515, "loss_mask": 0.2440827307291329, "loss_maskiou": 0.004693981369200628, "loss_sem_seg": 0.20758490031585097, "lr": 0.001, "mask_rcnn/accuracy": 0.8982890570021111, "mask_rcnn/false_negative": 0.09875904442786518, "mask_rcnn/false_positive": 0.13396405484798074, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7462686374783516, "total_loss": 1.485855809689383} {"data_time": 0.01729279477149248, "eta_seconds": 41903.21595559083, "iteration": 214739, "loss_fcos_cls": 0.22776407224591821, "loss_fcos_ctr": 0.6169729912653565, "loss_fcos_loc": 0.17531043698545545, "loss_mask": 0.26050809724256396, "loss_maskiou": 0.005586332923485315, "loss_sem_seg": 0.1954138013534248, "lr": 0.001, "mask_rcnn/accuracy": 0.8772509003601441, "mask_rcnn/false_negative": 0.11095945943529525, "mask_rcnn/false_positive": 0.1328834541510684, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.5, "time": 0.759933702647686, "total_loss": 1.4754769095325173} {"data_time": 0.016654993407428265, "eta_seconds": 41891.329016564414, "iteration": 214759, "loss_fcos_cls": 0.20384380663745105, "loss_fcos_ctr": 0.6187639627605677, "loss_fcos_loc": 0.1801616393495351, "loss_mask": 0.2565614618360996, "loss_maskiou": 0.004274972823623102, "loss_sem_seg": 0.19790859939530492, "lr": 0.001, "mask_rcnn/accuracy": 0.8934979122808286, "mask_rcnn/false_negative": 0.10168404197855513, "mask_rcnn/false_positive": 0.12865443077695018, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.5, "time": 0.7536350721493363, "total_loss": 1.4751827460131608} {"data_time": 0.016904903575778008, "eta_seconds": 41907.87558503263, "iteration": 214779, "loss_fcos_cls": 0.21321835182607174, "loss_fcos_ctr": 0.6161924116313457, "loss_fcos_loc": 0.1759977843030356, "loss_mask": 0.2551495577208698, "loss_maskiou": 0.004833770639379509, "loss_sem_seg": 0.2079635802656412, "lr": 0.001, "mask_rcnn/accuracy": 0.8897598262335756, "mask_rcnn/false_negative": 0.09533540525160357, "mask_rcnn/false_positive": 0.13110112157974219, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.25, "time": 0.7633261410519481, "total_loss": 1.4782834696343343} {"data_time": 0.017438454553484917, "eta_seconds": 41906.782692539506, "iteration": 214799, "loss_fcos_cls": 0.2111557105090469, "loss_fcos_ctr": 0.6172678901348263, "loss_fcos_loc": 0.17910266993567348, "loss_mask": 0.2647130526602268, "loss_maskiou": 0.004910499461402651, "loss_sem_seg": 0.1974386004731059, "lr": 0.001, "mask_rcnn/accuracy": 0.8954194759943889, "mask_rcnn/false_negative": 0.09384236650934943, "mask_rcnn/false_positive": 0.08074209530853024, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 24.75, "time": 0.7611373793333769, "total_loss": 1.4833461777734556} {"data_time": 0.018076395615935326, "eta_seconds": 41897.406671606936, "iteration": 214819, "loss_fcos_cls": 0.20913525065407157, "loss_fcos_ctr": 0.62113988539204, "loss_fcos_loc": 0.1791492976481095, "loss_mask": 0.2564471554942429, "loss_maskiou": 0.004619639235897921, "loss_sem_seg": 0.18993153772316873, "lr": 0.001, "mask_rcnn/accuracy": 0.8902922675229106, "mask_rcnn/false_negative": 0.0901340382580561, "mask_rcnn/false_positive": 0.11799790769287587, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.75, "time": 0.7616649717092514, "total_loss": 1.4807292324549053} {"data_time": 0.015161405317485332, "eta_seconds": 41917.85948364157, "iteration": 214839, "loss_fcos_cls": 0.2167029792908579, "loss_fcos_ctr": 0.6187081299722195, "loss_fcos_loc": 0.18606892810203135, "loss_mask": 0.2668089517392218, "loss_maskiou": 0.004950944647134747, "loss_sem_seg": 0.20965487195644528, "lr": 0.001, "mask_rcnn/accuracy": 0.8743579620492885, "mask_rcnn/false_negative": 0.1095576266164581, "mask_rcnn/false_positive": 0.14244542246374026, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.75, "time": 0.7701340718194842, "total_loss": 1.496587668741995} {"data_time": 0.0173700712621212, "eta_seconds": 41907.13133211061, "iteration": 214859, "loss_fcos_cls": 0.20693789585493505, "loss_fcos_ctr": 0.6138933007605374, "loss_fcos_loc": 0.16984776454046369, "loss_mask": 0.2641071453690529, "loss_maskiou": 0.005159541600733064, "loss_sem_seg": 0.20202327286824584, "lr": 0.001, "mask_rcnn/accuracy": 0.8825895617987455, "mask_rcnn/false_negative": 0.10735260551620396, "mask_rcnn/false_positive": 0.1319467428339669, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.5, "time": 0.7644863715395331, "total_loss": 1.4865287340508075} {"data_time": 0.016011319123208523, "eta_seconds": 41896.882644889876, "iteration": 214879, "loss_fcos_cls": 0.20817643590271473, "loss_fcos_ctr": 0.6150322491303086, "loss_fcos_loc": 0.18402104079723358, "loss_mask": 0.25781287159770727, "loss_maskiou": 0.004392003167595249, "loss_sem_seg": 0.19619516446255147, "lr": 0.001, "mask_rcnn/accuracy": 0.8882776378949848, "mask_rcnn/false_negative": 0.10795532337854347, "mask_rcnn/false_positive": 0.14954220899896026, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.0, "time": 0.7596058305352926, "total_loss": 1.4890548797920928} {"data_time": 0.017897825688123703, "eta_seconds": 41895.58324840944, "iteration": 214899, "loss_fcos_cls": 0.21674822899512947, "loss_fcos_ctr": 0.6172958789393306, "loss_fcos_loc": 0.17664363561198115, "loss_mask": 0.27388799004256725, "loss_maskiou": 0.005009112832340179, "loss_sem_seg": 0.24418302479898557, "lr": 0.001, "mask_rcnn/accuracy": 0.8712415812095983, "mask_rcnn/false_negative": 0.11528113742794505, "mask_rcnn/false_positive": 0.14853743321460738, "roi_head/num_bg_samples": 73.0, "roi_head/num_fg_samples": 34.25, "time": 0.7779587283730507, "total_loss": 1.5328462425131875} {"data_time": 0.015947353094816208, "eta_seconds": 41906.11871429533, "iteration": 214919, "loss_fcos_cls": 0.20915754011366516, "loss_fcos_ctr": 0.6174215255305171, "loss_fcos_loc": 0.17794552922714502, "loss_mask": 0.26005453802645206, "loss_maskiou": 0.0048856199318834115, "loss_sem_seg": 0.19004290108568966, "lr": 0.001, "mask_rcnn/accuracy": 0.9045974693296122, "mask_rcnn/false_negative": 0.07652080599270975, "mask_rcnn/false_positive": 0.13976168388485635, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.25, "time": 0.7703965520486236, "total_loss": 1.454841792328807} {"data_time": 0.015248955227434635, "eta_seconds": 41890.90253495425, "iteration": 214939, "loss_fcos_cls": 0.21808049082756042, "loss_fcos_ctr": 0.6171805066987872, "loss_fcos_loc": 0.17782536952290684, "loss_mask": 0.2655867086723447, "loss_maskiou": 0.004864734626607969, "loss_sem_seg": 0.22221217676997185, "lr": 0.001, "mask_rcnn/accuracy": 0.9006190890990543, "mask_rcnn/false_negative": 0.08557287605135384, "mask_rcnn/false_positive": 0.10740934971722502, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 22.75, "time": 0.7726341402158141, "total_loss": 1.4969861309655244} {"data_time": 0.015770066529512405, "eta_seconds": 41883.22658149805, "iteration": 214959, "loss_fcos_cls": 0.21993348945397884, "loss_fcos_ctr": 0.616676215082407, "loss_fcos_loc": 0.17952750093536451, "loss_mask": 0.27601663628593087, "loss_maskiou": 0.0052209716304787435, "loss_sem_seg": 0.19544967962428927, "lr": 0.001, "mask_rcnn/accuracy": 0.8827316656557728, "mask_rcnn/false_negative": 0.1042182283490414, "mask_rcnn/false_positive": 0.13743981416043238, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.0, "time": 0.7678760653361678, "total_loss": 1.5231974788039224} {"data_time": 0.01568494364619255, "eta_seconds": 41860.470176272094, "iteration": 214979, "loss_fcos_cls": 0.20955361612141132, "loss_fcos_ctr": 0.6170545564964414, "loss_fcos_loc": 0.17546807555481791, "loss_mask": 0.2531770374625921, "loss_maskiou": 0.004457290277059656, "loss_sem_seg": 0.1990775396116078, "lr": 0.001, "mask_rcnn/accuracy": 0.8712038751798796, "mask_rcnn/false_negative": 0.09746734213588124, "mask_rcnn/false_positive": 0.14579724811029968, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.758279356174171, "total_loss": 1.4724502355311415} {"data_time": 0.017200962640345097, "eta_seconds": 41819.549087054096, "iteration": 214999, "loss_fcos_cls": 0.20652875618543476, "loss_fcos_ctr": 0.6143907587975264, "loss_fcos_loc": 0.17035467457026243, "loss_mask": 0.2503878506831825, "loss_maskiou": 0.004429008709848858, "loss_sem_seg": 0.19939118204638362, "lr": 0.001, "mask_rcnn/accuracy": 0.8899111632919139, "mask_rcnn/false_negative": 0.10017644755324842, "mask_rcnn/false_positive": 0.12605834114668807, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 33.25, "time": 0.7395641803741455, "total_loss": 1.4488384564538137} {"data_time": 0.01582010928541422, "eta_seconds": 41804.34225478303, "iteration": 215019, "loss_fcos_cls": 0.20706008933484554, "loss_fcos_ctr": 0.6172476802021265, "loss_fcos_loc": 0.1806378357578069, "loss_mask": 0.2653785552829504, "loss_maskiou": 0.0047298796198447235, "loss_sem_seg": 0.20141078112646937, "lr": 0.001, "mask_rcnn/accuracy": 0.8925492610837438, "mask_rcnn/false_negative": 0.0983577011417586, "mask_rcnn/false_positive": 0.11468243641393339, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 24.5, "time": 0.759534859098494, "total_loss": 1.4944084724920685} {"data_time": 0.017352516762912273, "eta_seconds": 41773.33545431122, "iteration": 215039, "loss_fcos_cls": 0.21582930185832083, "loss_fcos_ctr": 0.6143810134381056, "loss_fcos_loc": 0.17597907036542892, "loss_mask": 0.2589493580162525, "loss_maskiou": 0.005257947428617626, "loss_sem_seg": 0.23653231840580702, "lr": 0.001, "mask_rcnn/accuracy": 0.8914651973252787, "mask_rcnn/false_negative": 0.09975101369492628, "mask_rcnn/false_positive": 0.13022128863628274, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.75, "time": 0.7543290024623275, "total_loss": 1.4999935545492917} {"data_time": 0.01649866160005331, "eta_seconds": 41763.035018157214, "iteration": 215059, "loss_fcos_cls": 0.21916849073022604, "loss_fcos_ctr": 0.6173383668065071, "loss_fcos_loc": 0.17631163029000163, "loss_mask": 0.269461240619421, "loss_maskiou": 0.005247597364359535, "loss_sem_seg": 0.21668541693361476, "lr": 0.001, "mask_rcnn/accuracy": 0.8762633624878523, "mask_rcnn/false_negative": 0.11612616726298418, "mask_rcnn/false_positive": 0.12471692620271399, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.0, "time": 0.7483088755980134, "total_loss": 1.489033660851419} {"data_time": 0.016592660918831825, "eta_seconds": 41747.83215143904, "iteration": 215079, "loss_fcos_cls": 0.20519380434416234, "loss_fcos_ctr": 0.6189297400414944, "loss_fcos_loc": 0.17468383838422596, "loss_mask": 0.24847368756309152, "loss_maskiou": 0.004253106963005848, "loss_sem_seg": 0.1988839963451028, "lr": 0.001, "mask_rcnn/accuracy": 0.8765245293348338, "mask_rcnn/false_negative": 0.09509597797860396, "mask_rcnn/false_positive": 0.12293661807806097, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 26.5, "time": 0.7440272411331534, "total_loss": 1.4584525453028618} {"data_time": 0.016684668138623238, "eta_seconds": 41724.73145688698, "iteration": 215099, "loss_fcos_cls": 0.22012981947045773, "loss_fcos_ctr": 0.6162197734229267, "loss_fcos_loc": 0.18504891311749816, "loss_mask": 0.2557833530008793, "loss_maskiou": 0.0047696153524157126, "loss_sem_seg": 0.21031374065205455, "lr": 0.001, "mask_rcnn/accuracy": 0.8826898746106616, "mask_rcnn/false_negative": 0.09404759167502648, "mask_rcnn/false_positive": 0.14917839158750645, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.5, "time": 0.7849514419212937, "total_loss": 1.5132116140739527} {"data_time": 0.01554782409220934, "eta_seconds": 41698.88316886034, "iteration": 215119, "loss_fcos_cls": 0.21904607256874442, "loss_fcos_ctr": 0.6161577114835382, "loss_fcos_loc": 0.1785046380246058, "loss_mask": 0.2589885098859668, "loss_maskiou": 0.00468927977635758, "loss_sem_seg": 0.20019761705771089, "lr": 0.001, "mask_rcnn/accuracy": 0.8925707354285821, "mask_rcnn/false_negative": 0.09241487577840572, "mask_rcnn/false_positive": 0.11581156195200984, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.5, "time": 0.7597183575853705, "total_loss": 1.4919195403854246} {"data_time": 0.017637633718550205, "eta_seconds": 41663.634017273784, "iteration": 215139, "loss_fcos_cls": 0.20831671683117747, "loss_fcos_ctr": 0.6163002927787602, "loss_fcos_loc": 0.17692841892130673, "loss_mask": 0.26118052937090397, "loss_maskiou": 0.005086726667286712, "loss_sem_seg": 0.22552421363070607, "lr": 0.001, "mask_rcnn/accuracy": 0.8912055206698064, "mask_rcnn/false_negative": 0.08777464602036855, "mask_rcnn/false_positive": 0.12863068243068593, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7565505877137184, "total_loss": 1.5057649858426885} {"data_time": 0.016176700592041016, "eta_seconds": 41657.54335238598, "iteration": 215159, "loss_fcos_cls": 0.208459067333024, "loss_fcos_ctr": 0.616292230784893, "loss_fcos_loc": 0.17613031482324004, "loss_mask": 0.2658727844245732, "loss_maskiou": 0.004639429913368076, "loss_sem_seg": 0.20799518679268658, "lr": 0.001, "mask_rcnn/accuracy": 0.8924945724675791, "mask_rcnn/false_negative": 0.09572401503641781, "mask_rcnn/false_positive": 0.13127276710699456, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7644133577123284, "total_loss": 1.4817941195287858} {"data_time": 0.01634127553552389, "eta_seconds": 41633.25642006099, "iteration": 215179, "loss_fcos_cls": 0.20801912294700742, "loss_fcos_ctr": 0.6155548142269254, "loss_fcos_loc": 0.17836342740338296, "loss_mask": 0.26539837568998337, "loss_maskiou": 0.004820361969905207, "loss_sem_seg": 0.20774609223008156, "lr": 0.001, "mask_rcnn/accuracy": 0.861319841623573, "mask_rcnn/false_negative": 0.10263516846473536, "mask_rcnn/false_positive": 0.16389538722321273, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.75, "time": 0.7637333227321506, "total_loss": 1.4821497567318147} {"data_time": 0.01728235837072134, "eta_seconds": 41605.33067477401, "iteration": 215199, "loss_fcos_cls": 0.21924744307762012, "loss_fcos_ctr": 0.617749210447073, "loss_fcos_loc": 0.17265525471884757, "loss_mask": 0.24988130293786526, "loss_maskiou": 0.004373195668449625, "loss_sem_seg": 0.21552365622483194, "lr": 0.001, "mask_rcnn/accuracy": 0.8781418411520452, "mask_rcnn/false_negative": 0.10203449671413459, "mask_rcnn/false_positive": 0.13154755965234255, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7568944869562984, "total_loss": 1.49386130552557} {"data_time": 0.017142169177532196, "eta_seconds": 41587.776957275346, "iteration": 215219, "loss_fcos_cls": 0.21329728013370186, "loss_fcos_ctr": 0.616138513199985, "loss_fcos_loc": 0.1823524268111214, "loss_mask": 0.2533006835728884, "loss_maskiou": 0.0051889648457290605, "loss_sem_seg": 0.2016056589782238, "lr": 0.001, "mask_rcnn/accuracy": 0.8867802658133026, "mask_rcnn/false_negative": 0.10029570240263092, "mask_rcnn/false_positive": 0.1480632220532324, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.25, "time": 0.7722150282934308, "total_loss": 1.4731417228031205} {"data_time": 0.016752272844314575, "eta_seconds": 41572.59367221035, "iteration": 215239, "loss_fcos_cls": 0.20660505443811417, "loss_fcos_ctr": 0.6118709007278085, "loss_fcos_loc": 0.15963475400349125, "loss_mask": 0.24554817844182253, "loss_maskiou": 0.00498211012018146, "loss_sem_seg": 0.22524782177060843, "lr": 0.001, "mask_rcnn/accuracy": 0.9009195095948828, "mask_rcnn/false_negative": 0.09492347147499874, "mask_rcnn/false_positive": 0.11580121031355271, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.5, "time": 0.7530144741758704, "total_loss": 1.4710190969108226} {"data_time": 0.016903155483305454, "eta_seconds": 41558.45403002668, "iteration": 215259, "loss_fcos_cls": 0.20255426922813058, "loss_fcos_ctr": 0.6157161463052034, "loss_fcos_loc": 0.1596220419742167, "loss_mask": 0.2556741232983768, "loss_maskiou": 0.0047590992880941485, "loss_sem_seg": 0.22550071799196303, "lr": 0.001, "mask_rcnn/accuracy": 0.8839475303930548, "mask_rcnn/false_negative": 0.09855782287842957, "mask_rcnn/false_positive": 0.10229575612542982, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.75, "time": 0.7466983729973435, "total_loss": 1.468425028438105} {"data_time": 0.015554874204099178, "eta_seconds": 41542.22710208036, "iteration": 215279, "loss_fcos_cls": 0.20538846595445648, "loss_fcos_ctr": 0.6153932604938745, "loss_fcos_loc": 0.17573882167926058, "loss_mask": 0.2563764560036361, "loss_maskiou": 0.004847120129852556, "loss_sem_seg": 0.1971913700690493, "lr": 0.001, "mask_rcnn/accuracy": 0.8876750748561972, "mask_rcnn/false_negative": 0.075887594508851, "mask_rcnn/false_positive": 0.12361587699913815, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.5, "time": 0.7681036479771137, "total_loss": 1.4647423239293857} {"data_time": 0.017462830059230328, "eta_seconds": 41551.19853611104, "iteration": 215299, "loss_fcos_cls": 0.21185992937535048, "loss_fcos_ctr": 0.619773923419416, "loss_fcos_loc": 0.18034458498004824, "loss_mask": 0.25120973074808717, "loss_maskiou": 0.004457881019334309, "loss_sem_seg": 0.22440438414923847, "lr": 0.001, "mask_rcnn/accuracy": 0.8738580493641388, "mask_rcnn/false_negative": 0.10579551102177756, "mask_rcnn/false_positive": 0.14353049941534513, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.5, "time": 0.7704017786309123, "total_loss": 1.5204262616462074} {"data_time": 0.016180473379790783, "eta_seconds": 41557.53157126531, "iteration": 215319, "loss_fcos_cls": 0.2041629021987319, "loss_fcos_ctr": 0.6166481291875243, "loss_fcos_loc": 0.17400833952706307, "loss_mask": 0.2625617650337517, "loss_maskiou": 0.004928300593746826, "loss_sem_seg": 0.17936057038605213, "lr": 0.001, "mask_rcnn/accuracy": 0.8794296490147784, "mask_rcnn/false_negative": 0.0934718271694586, "mask_rcnn/false_positive": 0.14057808264465982, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.25, "time": 0.763762816786766, "total_loss": 1.4615456825704314} {"data_time": 0.016624906100332737, "eta_seconds": 41542.33158166334, "iteration": 215339, "loss_fcos_cls": 0.2148502195486799, "loss_fcos_ctr": 0.6192409349605441, "loss_fcos_loc": 0.1794788404367864, "loss_mask": 0.2646399047225714, "loss_maskiou": 0.00492218135332223, "loss_sem_seg": 0.21040389966219664, "lr": 0.001, "mask_rcnn/accuracy": 0.8873099271935652, "mask_rcnn/false_negative": 0.09294395254264623, "mask_rcnn/false_positive": 0.12085918296190046, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.0, "time": 0.7621854348108172, "total_loss": 1.497660360269947} {"data_time": 0.016381029970943928, "eta_seconds": 41516.52985969093, "iteration": 215359, "loss_fcos_cls": 0.21572327573085204, "loss_fcos_ctr": 0.6162505680695176, "loss_fcos_loc": 0.17290350375697017, "loss_mask": 0.2578713521361351, "loss_maskiou": 0.0051736880850512534, "loss_sem_seg": 0.18834444624371827, "lr": 0.001, "mask_rcnn/accuracy": 0.8806918875522588, "mask_rcnn/false_negative": 0.09181977397710332, "mask_rcnn/false_positive": 0.1282459019528865, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 25.5, "time": 0.7622332479804754, "total_loss": 1.4821152530712425} {"data_time": 0.015132728964090347, "eta_seconds": 41479.96473355405, "iteration": 215379, "loss_fcos_cls": 0.21948939841240644, "loss_fcos_ctr": 0.6183108272962272, "loss_fcos_loc": 0.17838989989832044, "loss_mask": 0.2555030891671777, "loss_maskiou": 0.005007539322832599, "loss_sem_seg": 0.1976477145217359, "lr": 0.001, "mask_rcnn/accuracy": 0.900287339512076, "mask_rcnn/false_negative": 0.0794675813787863, "mask_rcnn/false_positive": 0.12061381602954897, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.25, "time": 0.7683655386790633, "total_loss": 1.5008022764668567} {"data_time": 0.016543641686439514, "eta_seconds": 41429.26633237582, "iteration": 215399, "loss_fcos_cls": 0.20840756176039577, "loss_fcos_ctr": 0.6140961800701916, "loss_fcos_loc": 0.1595594882965088, "loss_mask": 0.24677644856274128, "loss_maskiou": 0.004082793471752666, "loss_sem_seg": 0.19860899401828647, "lr": 0.001, "mask_rcnn/accuracy": 0.8990841810530067, "mask_rcnn/false_negative": 0.09011199772767028, "mask_rcnn/false_positive": 0.13848202360557738, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.7445062547922134, "total_loss": 1.4245491625188151} {"data_time": 0.01655165571719408, "eta_seconds": 41419.43035001308, "iteration": 215419, "loss_fcos_cls": 0.1924802444409579, "loss_fcos_ctr": 0.6143809743225574, "loss_fcos_loc": 0.165615584817715, "loss_mask": 0.25797505490481853, "loss_maskiou": 0.004356619552709162, "loss_sem_seg": 0.21909618913196027, "lr": 0.001, "mask_rcnn/accuracy": 0.8913600493107297, "mask_rcnn/false_negative": 0.097102487739523, "mask_rcnn/false_positive": 0.10847962601845773, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.5, "time": 0.7335460241883993, "total_loss": 1.4656666713999584} {"data_time": 0.015056937001645565, "eta_seconds": 41404.25311604887, "iteration": 215439, "loss_fcos_cls": 0.2072432175045833, "loss_fcos_ctr": 0.6135600791312754, "loss_fcos_loc": 0.17109343688935041, "loss_mask": 0.24821602925658226, "loss_maskiou": 0.004755332767672371, "loss_sem_seg": 0.21726782619953156, "lr": 0.001, "mask_rcnn/accuracy": 0.896030674866846, "mask_rcnn/false_negative": 0.0965421043116177, "mask_rcnn/false_positive": 0.11694276966222553, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 25.5, "time": 0.7580206515267491, "total_loss": 1.4723944376237341} {"data_time": 0.01789741963148117, "eta_seconds": 41383.74049988296, "iteration": 215459, "loss_fcos_cls": 0.21270390297286212, "loss_fcos_ctr": 0.6177154779434204, "loss_fcos_loc": 0.18307146173901856, "loss_mask": 0.26172542106360197, "loss_maskiou": 0.0050507690393715166, "loss_sem_seg": 0.20269731048028916, "lr": 0.001, "mask_rcnn/accuracy": 0.8941049778206214, "mask_rcnn/false_negative": 0.09601305933934871, "mask_rcnn/false_positive": 0.1461827150319625, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7635408919304609, "total_loss": 1.4966918416539556} {"data_time": 0.015193208120763302, "eta_seconds": 41362.690822348, "iteration": 215479, "loss_fcos_cls": 0.21377924730768427, "loss_fcos_ctr": 0.6173218535259366, "loss_fcos_loc": 0.17749188316520303, "loss_mask": 0.2573381094262004, "loss_maskiou": 0.004788121354067698, "loss_sem_seg": 0.21463428193237633, "lr": 0.001, "mask_rcnn/accuracy": 0.8854303818301514, "mask_rcnn/false_negative": 0.09135690378323436, "mask_rcnn/false_positive": 0.14352934783494675, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7579976189881563, "total_loss": 1.5053001155829406} {"data_time": 0.014544240199029446, "eta_seconds": 41375.21096636541, "iteration": 215499, "loss_fcos_cls": 0.20883954362943769, "loss_fcos_ctr": 0.6165049294941127, "loss_fcos_loc": 0.1769294521654956, "loss_mask": 0.26305795973166823, "loss_maskiou": 0.0046292673505377024, "loss_sem_seg": 0.19543559290468693, "lr": 0.001, "mask_rcnn/accuracy": 0.9078588287969576, "mask_rcnn/false_negative": 0.08747171628358788, "mask_rcnn/false_positive": 0.12688595024243143, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7982375118881464, "total_loss": 1.4941007537127007} {"data_time": 0.015970910899341106, "eta_seconds": 41373.6467411574, "iteration": 215519, "loss_fcos_cls": 0.21783503639744595, "loss_fcos_ctr": 0.6157440161332488, "loss_fcos_loc": 0.18432096880860627, "loss_mask": 0.25338570587337017, "loss_maskiou": 0.004429828462889418, "loss_sem_seg": 0.20638104481622577, "lr": 0.001, "mask_rcnn/accuracy": 0.8757145887201034, "mask_rcnn/false_negative": 0.09239113448445675, "mask_rcnn/false_positive": 0.12978196245640555, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.0, "time": 0.7629412561655045, "total_loss": 1.4700202360763797} {"data_time": 0.016884688287973404, "eta_seconds": 41358.458456529304, "iteration": 215539, "loss_fcos_cls": 0.21000622329302132, "loss_fcos_ctr": 0.6171916024759412, "loss_fcos_loc": 0.17256148112937808, "loss_mask": 0.25809045135974884, "loss_maskiou": 0.004605542941135354, "loss_sem_seg": 0.22001285292208195, "lr": 0.001, "mask_rcnn/accuracy": 0.8758339874411303, "mask_rcnn/false_negative": 0.1110802310867314, "mask_rcnn/false_positive": 0.1256552566929805, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.25, "time": 0.7636343324556947, "total_loss": 1.4704424842666413} {"data_time": 0.016906455159187317, "eta_seconds": 41343.27017190121, "iteration": 215559, "loss_fcos_cls": 0.21321688778698444, "loss_fcos_ctr": 0.6185731338337064, "loss_fcos_loc": 0.17925863654818386, "loss_mask": 0.26685698330402374, "loss_maskiou": 0.004523443341895472, "loss_sem_seg": 0.22417706018313766, "lr": 0.001, "mask_rcnn/accuracy": 0.8839290170995022, "mask_rcnn/false_negative": 0.08510547943458292, "mask_rcnn/false_positive": 0.16664825352082413, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.0, "time": 0.7512671044096351, "total_loss": 1.4966071292074048} {"data_time": 0.016650947742164135, "eta_seconds": 41328.08188727312, "iteration": 215579, "loss_fcos_cls": 0.21479575405828655, "loss_fcos_ctr": 0.6177858337759972, "loss_fcos_loc": 0.18450554204173386, "loss_mask": 0.2680266611278057, "loss_maskiou": 0.006033905199728906, "loss_sem_seg": 0.21485712938010693, "lr": 0.001, "mask_rcnn/accuracy": 0.8733309921783212, "mask_rcnn/false_negative": 0.11331364702542729, "mask_rcnn/false_positive": 0.1283765144758368, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.75, "time": 0.7731234887614846, "total_loss": 1.5126390500809066} {"data_time": 0.016322581097483635, "eta_seconds": 41285.5911604492, "iteration": 215599, "loss_fcos_cls": 0.21717746159993112, "loss_fcos_ctr": 0.6175402067601681, "loss_fcos_loc": 0.17624162568245083, "loss_mask": 0.26485857646912336, "loss_maskiou": 0.0051824977126671, "loss_sem_seg": 0.1970901945605874, "lr": 0.001, "mask_rcnn/accuracy": 0.8647668928506927, "mask_rcnn/false_negative": 0.11189826171118616, "mask_rcnn/false_positive": 0.1353792300884113, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.25, "time": 0.7554614609107375, "total_loss": 1.4806829835579265} {"data_time": 0.016634094528853893, "eta_seconds": 41281.899635402486, "iteration": 215619, "loss_fcos_cls": 0.20611139317043126, "loss_fcos_ctr": 0.6165564055554569, "loss_fcos_loc": 0.17470335589314345, "loss_mask": 0.2610840070992708, "loss_maskiou": 0.005173064018890727, "loss_sem_seg": 0.21473130909726024, "lr": 0.001, "mask_rcnn/accuracy": 0.8813002698175669, "mask_rcnn/false_negative": 0.1018733387838534, "mask_rcnn/false_positive": 0.15550988840731383, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.0, "time": 0.7597527587786317, "total_loss": 1.4751121664521634} {"data_time": 0.01645888388156891, "eta_seconds": 41255.23466614913, "iteration": 215639, "loss_fcos_cls": 0.20565662463195622, "loss_fcos_ctr": 0.6161132268607616, "loss_fcos_loc": 0.17250165320001543, "loss_mask": 0.25597177958115935, "loss_maskiou": 0.004821757413083105, "loss_sem_seg": 0.21699358709156513, "lr": 0.001, "mask_rcnn/accuracy": 0.8762199750339057, "mask_rcnn/false_negative": 0.0941787084421749, "mask_rcnn/false_positive": 0.1496153819791335, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.5, "time": 0.7454742174595594, "total_loss": 1.465502433864458} {"data_time": 0.015157300978899002, "eta_seconds": 41267.328748760745, "iteration": 215659, "loss_fcos_cls": 0.2086061256704852, "loss_fcos_ctr": 0.6152730153407902, "loss_fcos_loc": 0.17665724796825089, "loss_mask": 0.25305227376520634, "loss_maskiou": 0.004441459350346122, "loss_sem_seg": 0.2148369150236249, "lr": 0.001, "mask_rcnn/accuracy": 0.8894117098058736, "mask_rcnn/false_negative": 0.09916800631801648, "mask_rcnn/false_positive": 0.12601975169300225, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.5, "time": 0.7729491237550974, "total_loss": 1.4850285246393469} {"data_time": 0.016539424657821655, "eta_seconds": 41266.1075050598, "iteration": 215679, "loss_fcos_cls": 0.20869487198069692, "loss_fcos_ctr": 0.6204388551414013, "loss_fcos_loc": 0.18615595623850822, "loss_mask": 0.2842805362306535, "loss_maskiou": 0.005113938110298477, "loss_sem_seg": 0.20282295625656843, "lr": 0.001, "mask_rcnn/accuracy": 0.8731121546495957, "mask_rcnn/false_negative": 0.09910151887900309, "mask_rcnn/false_positive": 0.17004930843821645, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 29.0, "time": 0.7622842406854033, "total_loss": 1.5129070104740094} {"data_time": 0.016024766489863396, "eta_seconds": 41256.96928616427, "iteration": 215699, "loss_fcos_cls": 0.20482430967967957, "loss_fcos_ctr": 0.6156882559880614, "loss_fcos_loc": 0.16081326885614544, "loss_mask": 0.24751124158501625, "loss_maskiou": 0.004464139587071259, "loss_sem_seg": 0.20234632631763816, "lr": 0.001, "mask_rcnn/accuracy": 0.8846320346320347, "mask_rcnn/false_negative": 0.08381878596986289, "mask_rcnn/false_positive": 0.12211104718739149, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 26.25, "time": 0.7573572127148509, "total_loss": 1.4603024981770432} {"data_time": 0.01702000480145216, "eta_seconds": 41254.48940699082, "iteration": 215719, "loss_fcos_cls": 0.219121576519683, "loss_fcos_ctr": 0.6195691227912903, "loss_fcos_loc": 0.18312032631365582, "loss_mask": 0.2761963913217187, "loss_maskiou": 0.005291295645292848, "loss_sem_seg": 0.213246603962034, "lr": 0.001, "mask_rcnn/accuracy": 0.8798001343394501, "mask_rcnn/false_negative": 0.10809860276511107, "mask_rcnn/false_positive": 0.13649130203252008, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.5, "time": 0.7598064569756389, "total_loss": 1.4895501230639638} {"data_time": 0.015303367748856544, "eta_seconds": 41226.577971613035, "iteration": 215739, "loss_fcos_cls": 0.21665649535134435, "loss_fcos_ctr": 0.6151072345674038, "loss_fcos_loc": 0.17292218061629683, "loss_mask": 0.260367201641202, "loss_maskiou": 0.004850132616411429, "loss_sem_seg": 0.19594585429877043, "lr": 0.001, "mask_rcnn/accuracy": 0.9017183288409704, "mask_rcnn/false_negative": 0.09044592681913514, "mask_rcnn/false_positive": 0.12582839479503796, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.5, "time": 0.7434579329565167, "total_loss": 1.4777721845493943} {"data_time": 0.018351193517446518, "eta_seconds": 41250.52726233564, "iteration": 215759, "loss_fcos_cls": 0.21636005630716681, "loss_fcos_ctr": 0.6156504973769188, "loss_fcos_loc": 0.17799457826185971, "loss_mask": 0.2643189625814557, "loss_maskiou": 0.0048428991867695, "loss_sem_seg": 0.20029081590473652, "lr": 0.001, "mask_rcnn/accuracy": 0.8822543371415552, "mask_rcnn/false_negative": 0.09441590122920773, "mask_rcnn/false_positive": 0.15152229834561828, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 27.0, "time": 0.7703828597441316, "total_loss": 1.4779837586538633} {"data_time": 0.015737743116915226, "eta_seconds": 41205.20576734468, "iteration": 215779, "loss_fcos_cls": 0.21580201922915876, "loss_fcos_ctr": 0.6145982230082154, "loss_fcos_loc": 0.17173725925385952, "loss_mask": 0.26519406773149967, "loss_maskiou": 0.0048281962517648935, "loss_sem_seg": 0.24852721812203526, "lr": 0.001, "mask_rcnn/accuracy": 0.8705686628229921, "mask_rcnn/false_negative": 0.09793596214074246, "mask_rcnn/false_positive": 0.1463445686582237, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.0, "time": 0.739875721745193, "total_loss": 1.5195553976809606} {"data_time": 0.016450502909719944, "eta_seconds": 41180.99099978618, "iteration": 215799, "loss_fcos_cls": 0.21497376868501306, "loss_fcos_ctr": 0.6182533549144864, "loss_fcos_loc": 0.1830893587321043, "loss_mask": 0.25489402189850807, "loss_maskiou": 0.0048981238942360505, "loss_sem_seg": 0.20868980139493942, "lr": 0.001, "mask_rcnn/accuracy": 0.8877638358665145, "mask_rcnn/false_negative": 0.08069461197968918, "mask_rcnn/false_positive": 0.12943167623408347, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.0, "time": 0.7566967373713851, "total_loss": 1.4833289369889826} {"data_time": 0.014522739686071873, "eta_seconds": 41165.795342510566, "iteration": 215819, "loss_fcos_cls": 0.20995744154788554, "loss_fcos_ctr": 0.6133165005594492, "loss_fcos_loc": 0.17086827562889084, "loss_mask": 0.26493863202631474, "loss_maskiou": 0.005142550042364746, "loss_sem_seg": 0.21625608950853348, "lr": 0.001, "mask_rcnn/accuracy": 0.8893016725660454, "mask_rcnn/false_negative": 0.0884105666366138, "mask_rcnn/false_positive": 0.1413367903000351, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.0, "time": 0.7654088689014316, "total_loss": 1.4874979046653607} {"data_time": 0.014504894614219666, "eta_seconds": 41144.56008876022, "iteration": 215839, "loss_fcos_cls": 0.21345323813147843, "loss_fcos_ctr": 0.6155480784364045, "loss_fcos_loc": 0.17319412832148373, "loss_mask": 0.26251334557309747, "loss_maskiou": 0.0049249573894485366, "loss_sem_seg": 0.20228682865854353, "lr": 0.001, "mask_rcnn/accuracy": 0.8964733326894645, "mask_rcnn/false_negative": 0.10852381148823562, "mask_rcnn/false_positive": 0.1323834300196088, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.25, "time": 0.7854395657777786, "total_loss": 1.4805716680384648} {"data_time": 0.016710453666746616, "eta_seconds": 41115.44590247981, "iteration": 215859, "loss_fcos_cls": 0.21620280086062849, "loss_fcos_ctr": 0.615373675711453, "loss_fcos_loc": 0.1771756678353995, "loss_mask": 0.2564996457658708, "loss_maskiou": 0.004905085428617895, "loss_sem_seg": 0.21120386384427547, "lr": 0.001, "mask_rcnn/accuracy": 0.8852437953203259, "mask_rcnn/false_negative": 0.08078004926048102, "mask_rcnn/false_positive": 0.1376410185893088, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.5, "time": 0.7489456534385681, "total_loss": 1.4656624812196242} {"data_time": 0.015668424777686596, "eta_seconds": 41088.9158868473, "iteration": 215879, "loss_fcos_cls": 0.2078317163977772, "loss_fcos_ctr": 0.6162695195525885, "loss_fcos_loc": 0.1778776585124433, "loss_mask": 0.25764618534594774, "loss_maskiou": 0.004714925049484009, "loss_sem_seg": 0.22929100040346384, "lr": 0.001, "mask_rcnn/accuracy": 0.8954953313371681, "mask_rcnn/false_negative": 0.09034694861758791, "mask_rcnn/false_positive": 0.1245881776521461, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.5, "time": 0.7586285397410393, "total_loss": 1.4966908973365207} {"data_time": 0.01566475909203291, "eta_seconds": 41063.42292372696, "iteration": 215899, "loss_fcos_cls": 0.20453443529549986, "loss_fcos_ctr": 0.6166277378797531, "loss_fcos_loc": 0.17579477687831968, "loss_mask": 0.25295659620314837, "loss_maskiou": 0.004712614681920968, "loss_sem_seg": 0.2099203709512949, "lr": 0.001, "mask_rcnn/accuracy": 0.8877915451895044, "mask_rcnn/false_negative": 0.10208399174197197, "mask_rcnn/false_positive": 0.11731130054437633, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.75, "time": 0.7643021522089839, "total_loss": 1.488974537125614} {"data_time": 0.01608110126107931, "eta_seconds": 41042.73920604866, "iteration": 215919, "loss_fcos_cls": 0.21550740767270327, "loss_fcos_ctr": 0.6152982083149254, "loss_fcos_loc": 0.17349135561380535, "loss_mask": 0.25620187539607286, "loss_maskiou": 0.004982685080904048, "loss_sem_seg": 0.2176064185332507, "lr": 0.001, "mask_rcnn/accuracy": 0.8999706824328092, "mask_rcnn/false_negative": 0.09653570174653833, "mask_rcnn/false_positive": 0.11600400211477516, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.0, "time": 0.760379702784121, "total_loss": 1.5032747372533777} {"data_time": 0.01599364820867777, "eta_seconds": 41033.06235891394, "iteration": 215939, "loss_fcos_cls": 0.21826108056120574, "loss_fcos_ctr": 0.617469497025013, "loss_fcos_loc": 0.18981698248535395, "loss_mask": 0.26171342050656676, "loss_maskiou": 0.005071989246062003, "loss_sem_seg": 0.19633234525099397, "lr": 0.001, "mask_rcnn/accuracy": 0.8670936758134339, "mask_rcnn/false_negative": 0.12309245489145099, "mask_rcnn/false_positive": 0.14230637616027997, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.5, "time": 0.7743167197331786, "total_loss": 1.4823729367781198} {"data_time": 0.01671824511140585, "eta_seconds": 41025.10487787053, "iteration": 215959, "loss_fcos_cls": 0.20979951770277694, "loss_fcos_ctr": 0.6169572081416845, "loss_fcos_loc": 0.1749108217190951, "loss_mask": 0.24809560040012002, "loss_maskiou": 0.004657928366214037, "loss_sem_seg": 0.22185194521443918, "lr": 0.001, "mask_rcnn/accuracy": 0.8811068146714505, "mask_rcnn/false_negative": 0.1000813523959447, "mask_rcnn/false_positive": 0.14128451313316398, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7721317112445831, "total_loss": 1.4734218483354198} {"data_time": 0.016734465956687927, "eta_seconds": 41002.701794100925, "iteration": 215979, "loss_fcos_cls": 0.2117655968759209, "loss_fcos_ctr": 0.6132662007585168, "loss_fcos_loc": 0.16612032719422132, "loss_mask": 0.2641446180641651, "loss_maskiou": 0.004858213287661783, "loss_sem_seg": 0.1853341867099516, "lr": 0.001, "mask_rcnn/accuracy": 0.8749066212441393, "mask_rcnn/false_negative": 0.09948675714241378, "mask_rcnn/false_positive": 0.13377319516884204, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.5, "time": 0.7469820762053132, "total_loss": 1.430597030222998} {"data_time": 0.01616440899670124, "eta_seconds": 41000.823083977215, "iteration": 215999, "loss_fcos_cls": 0.2121233417710755, "loss_fcos_ctr": 0.6180716655217111, "loss_fcos_loc": 0.17844032833818346, "loss_mask": 0.2616244200617075, "loss_maskiou": 0.00479057938355254, "loss_sem_seg": 0.23355456860736012, "lr": 0.001, "mask_rcnn/accuracy": 0.8989394416673552, "mask_rcnn/false_negative": 0.07936595981964668, "mask_rcnn/false_positive": 0.11426396562148977, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.25, "time": 0.7649555644020438, "total_loss": 1.4984572411158297} {"data_time": 0.017948398366570473, "eta_seconds": 41018.53126886953, "iteration": 216019, "loss_fcos_cls": 0.21476109931245446, "loss_fcos_ctr": 0.6182897668331861, "loss_fcos_loc": 0.1880635623820126, "loss_mask": 0.25089639658108354, "loss_maskiou": 0.004608381830621511, "loss_sem_seg": 0.22363816015422344, "lr": 0.001, "mask_rcnn/accuracy": 0.8801029073314108, "mask_rcnn/false_negative": 0.0931337032425372, "mask_rcnn/false_positive": 0.117292825056363, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.75, "time": 0.7806594260036945, "total_loss": 1.4919096654557507} {"data_time": 0.01480080932378769, "eta_seconds": 41007.9169368865, "iteration": 216039, "loss_fcos_cls": 0.1976619081106037, "loss_fcos_ctr": 0.6155616212636232, "loss_fcos_loc": 0.17560255760326982, "loss_mask": 0.2559325899928808, "loss_maskiou": 0.004804678887012415, "loss_sem_seg": 0.21951044700108469, "lr": 0.001, "mask_rcnn/accuracy": 0.8771320799382023, "mask_rcnn/false_negative": 0.08367840751269888, "mask_rcnn/false_positive": 0.15228296957216164, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.75, "time": 0.7547634318470955, "total_loss": 1.4840756130433874} {"data_time": 0.016565783880650997, "eta_seconds": 41044.41719941143, "iteration": 216059, "loss_fcos_cls": 0.22084281558636576, "loss_fcos_ctr": 0.6180642019025981, "loss_fcos_loc": 0.18164289684500545, "loss_mask": 0.26556815207004547, "loss_maskiou": 0.0048886631047935225, "loss_sem_seg": 0.22629971825517714, "lr": 0.001, "mask_rcnn/accuracy": 0.8775500833942392, "mask_rcnn/false_negative": 0.09532838506343, "mask_rcnn/false_positive": 0.1525136989932388, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.5, "time": 0.7631729785352945, "total_loss": 1.500886483314389} {"data_time": 0.0167739512398839, "eta_seconds": 41037.52339748666, "iteration": 216079, "loss_fcos_cls": 0.20072710706153885, "loss_fcos_ctr": 0.6145755667239428, "loss_fcos_loc": 0.163583091692999, "loss_mask": 0.24570760503411293, "loss_maskiou": 0.004316103462770116, "loss_sem_seg": 0.22225809044903144, "lr": 0.001, "mask_rcnn/accuracy": 0.9093834902382005, "mask_rcnn/false_negative": 0.0664426150730934, "mask_rcnn/false_positive": 0.11668098198672613, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 25.75, "time": 0.7479454325512052, "total_loss": 1.4370046951335098} {"data_time": 0.01662873849272728, "eta_seconds": 41022.30204647407, "iteration": 216099, "loss_fcos_cls": 0.21103953453712165, "loss_fcos_ctr": 0.6150893438607454, "loss_fcos_loc": 0.17616652825381607, "loss_mask": 0.2549263248220086, "loss_maskiou": 0.004406485881190747, "loss_sem_seg": 0.2101960729341954, "lr": 0.001, "mask_rcnn/accuracy": 0.9061034252167557, "mask_rcnn/false_negative": 0.07750551462540935, "mask_rcnn/false_positive": 0.08767087529997253, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.25, "time": 0.7665164489299059, "total_loss": 1.4806583794452308} {"data_time": 0.016648520715534687, "eta_seconds": 40947.120558855124, "iteration": 216119, "loss_fcos_cls": 0.2015058840624988, "loss_fcos_ctr": 0.6158535778522491, "loss_fcos_loc": 0.1652339658467099, "loss_mask": 0.2508501261472702, "loss_maskiou": 0.004731929035187932, "loss_sem_seg": 0.19830372417345643, "lr": 0.001, "mask_rcnn/accuracy": 0.9117673146844945, "mask_rcnn/false_negative": 0.07890671872447991, "mask_rcnn/false_positive": 0.11347394832417605, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 22.0, "time": 0.7490128129720688, "total_loss": 1.437740795314312} {"data_time": 0.015898977406322956, "eta_seconds": 41000.91523451079, "iteration": 216139, "loss_fcos_cls": 0.21587342745624483, "loss_fcos_ctr": 0.6208659624680877, "loss_fcos_loc": 0.18480904051102698, "loss_mask": 0.2691615028306842, "loss_maskiou": 0.004957024844770785, "loss_sem_seg": 0.21108887856826186, "lr": 0.001, "mask_rcnn/accuracy": 0.8762160194130026, "mask_rcnn/false_negative": 0.09135240915837385, "mask_rcnn/false_positive": 0.15477267812963008, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.25, "time": 0.7842975556850433, "total_loss": 1.5110599112558702} {"data_time": 0.016516195610165596, "eta_seconds": 41005.974454052746, "iteration": 216159, "loss_fcos_cls": 0.21769524714909494, "loss_fcos_ctr": 0.6185108795762062, "loss_fcos_loc": 0.1842777756974101, "loss_mask": 0.2681757463142276, "loss_maskiou": 0.004670902190810011, "loss_sem_seg": 0.19828242505900562, "lr": 0.001, "mask_rcnn/accuracy": 0.8800806279862217, "mask_rcnn/false_negative": 0.10378027028893669, "mask_rcnn/false_positive": 0.13874952234277615, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.779612853191793, "total_loss": 1.5037721767621406} {"data_time": 0.017399300821125507, "eta_seconds": 40970.46580710728, "iteration": 216179, "loss_fcos_cls": 0.2117446514312178, "loss_fcos_ctr": 0.6167169008404016, "loss_fcos_loc": 0.17543329647742212, "loss_mask": 0.2605667468160391, "loss_maskiou": 0.005300219942000695, "loss_sem_seg": 0.20448540337383747, "lr": 0.001, "mask_rcnn/accuracy": 0.8976882776993222, "mask_rcnn/false_negative": 0.08772149361640344, "mask_rcnn/false_positive": 0.13355534655139947, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 32.25, "time": 0.7551321517676115, "total_loss": 1.4805411076085875} {"data_time": 0.017373787239193916, "eta_seconds": 40981.92263421975, "iteration": 216199, "loss_fcos_cls": 0.2111456438433379, "loss_fcos_ctr": 0.6196147426962852, "loss_fcos_loc": 0.17554235510760918, "loss_mask": 0.24883978813886642, "loss_maskiou": 0.004745158032164909, "loss_sem_seg": 0.2106022723019123, "lr": 0.001, "mask_rcnn/accuracy": 0.8882334183673469, "mask_rcnn/false_negative": 0.08243572990352346, "mask_rcnn/false_positive": 0.1437793732388584, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.75, "time": 0.765433463267982, "total_loss": 1.4764693869074108} {"data_time": 0.01448594406247139, "eta_seconds": 40987.03888727445, "iteration": 216219, "loss_fcos_cls": 0.22382912156172097, "loss_fcos_ctr": 0.6195728522725403, "loss_fcos_loc": 0.17938113817945123, "loss_mask": 0.27534813061356544, "loss_maskiou": 0.005171990938833915, "loss_sem_seg": 0.21216681716032326, "lr": 0.001, "mask_rcnn/accuracy": 0.8828151220700482, "mask_rcnn/false_negative": 0.080711842428837, "mask_rcnn/false_positive": 0.15181973830960344, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.0, "time": 0.770496635697782, "total_loss": 1.521662129980541} {"data_time": 0.017255146987736225, "eta_seconds": 40993.39447882306, "iteration": 216239, "loss_fcos_cls": 0.21751683473121375, "loss_fcos_ctr": 0.6181930908933282, "loss_fcos_loc": 0.1826524314819835, "loss_mask": 0.2573414780199528, "loss_maskiou": 0.004911496987915598, "loss_sem_seg": 0.20346900215372443, "lr": 0.001, "mask_rcnn/accuracy": 0.8880938696798044, "mask_rcnn/false_negative": 0.07509143520520062, "mask_rcnn/false_positive": 0.1344447178633095, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 32.5, "time": 0.7630112795159221, "total_loss": 1.4890046577420435} {"data_time": 0.0164122162386775, "eta_seconds": 40971.25453249272, "iteration": 216259, "loss_fcos_cls": 0.2133242932613939, "loss_fcos_ctr": 0.6155633293092251, "loss_fcos_loc": 0.1752029974013567, "loss_mask": 0.25401177536696196, "loss_maskiou": 0.0047079249561647885, "loss_sem_seg": 0.22314127860590816, "lr": 0.001, "mask_rcnn/accuracy": 0.8962236477383161, "mask_rcnn/false_negative": 0.10711051894289886, "mask_rcnn/false_positive": 0.09560689455027685, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 22.5, "time": 0.7445606123656034, "total_loss": 1.4955558220972307} {"data_time": 0.017802970483899117, "eta_seconds": 40948.57462018356, "iteration": 216279, "loss_fcos_cls": 0.21165462164208293, "loss_fcos_ctr": 0.6172881424427032, "loss_fcos_loc": 0.1791932857595384, "loss_mask": 0.2583321160636842, "loss_maskiou": 0.005132933220011182, "loss_sem_seg": 0.19099930836819112, "lr": 0.001, "mask_rcnn/accuracy": 0.892649389301175, "mask_rcnn/false_negative": 0.10114976123857494, "mask_rcnn/false_positive": 0.14610294298686893, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.0, "time": 0.7668953025713563, "total_loss": 1.4640166440040048} {"data_time": 0.01921466737985611, "eta_seconds": 40926.07008582074, "iteration": 216299, "loss_fcos_cls": 0.21922195935621858, "loss_fcos_ctr": 0.6175246341153979, "loss_fcos_loc": 0.1780728689627722, "loss_mask": 0.2541936310008168, "loss_maskiou": 0.004767404510857887, "loss_sem_seg": 0.21352306474000216, "lr": 0.001, "mask_rcnn/accuracy": 0.8942278020079, "mask_rcnn/false_negative": 0.09049650904985065, "mask_rcnn/false_positive": 0.1264944032730595, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7557059153914452, "total_loss": 1.4963108423398808} {"data_time": 0.016013040207326412, "eta_seconds": 40897.79306452256, "iteration": 216319, "loss_fcos_cls": 0.2113455820363015, "loss_fcos_ctr": 0.6157695772126317, "loss_fcos_loc": 0.16880872863112018, "loss_mask": 0.23940494377166033, "loss_maskiou": 0.004474169858440291, "loss_sem_seg": 0.20584955206140876, "lr": 0.001, "mask_rcnn/accuracy": 0.8883513826639398, "mask_rcnn/false_negative": 0.09432118498459367, "mask_rcnn/false_positive": 0.1451963992224313, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.25, "time": 0.7512079989537597, "total_loss": 1.4586881103314226} {"data_time": 0.018355133943259716, "eta_seconds": 40869.71301497519, "iteration": 216339, "loss_fcos_cls": 0.21088399947620928, "loss_fcos_ctr": 0.6168192168697715, "loss_fcos_loc": 0.17482999607454985, "loss_mask": 0.25634786672890186, "loss_maskiou": 0.004845586257943069, "loss_sem_seg": 0.199695487273857, "lr": 0.001, "mask_rcnn/accuracy": 0.883309056967747, "mask_rcnn/false_negative": 0.10271514762854876, "mask_rcnn/false_positive": 0.14136784075789754, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.5, "time": 0.7562793884426355, "total_loss": 1.4639692886157718} {"data_time": 0.015276947990059853, "eta_seconds": 40843.377348001115, "iteration": 216359, "loss_fcos_cls": 0.194768694229424, "loss_fcos_ctr": 0.6160470321774483, "loss_fcos_loc": 0.1703831683844328, "loss_mask": 0.26571150962263346, "loss_maskiou": 0.004995134631826659, "loss_sem_seg": 0.20554073620587587, "lr": 0.001, "mask_rcnn/accuracy": 0.8761341761979518, "mask_rcnn/false_negative": 0.09357903392304782, "mask_rcnn/false_positive": 0.12309550395103254, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 35.0, "time": 0.7574881985783577, "total_loss": 1.4639020278555108} {"data_time": 0.016257014125585556, "eta_seconds": 40812.297368460335, "iteration": 216379, "loss_fcos_cls": 0.2238807036774233, "loss_fcos_ctr": 0.6204700875096023, "loss_fcos_loc": 0.1883661107858643, "loss_mask": 0.2611451856791973, "loss_maskiou": 0.004908343340503052, "loss_sem_seg": 0.2027818018104881, "lr": 0.001, "mask_rcnn/accuracy": 0.8840372796846011, "mask_rcnn/false_negative": 0.10545388388155826, "mask_rcnn/false_positive": 0.1223131278461645, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7526800977066159, "total_loss": 1.4920935967529658} {"data_time": 0.016605733893811703, "eta_seconds": 40824.01534290612, "iteration": 216399, "loss_fcos_cls": 0.20647229846508708, "loss_fcos_ctr": 0.616276110522449, "loss_fcos_loc": 0.17606044077547267, "loss_mask": 0.23250652942806482, "loss_maskiou": 0.004279097396647558, "loss_sem_seg": 0.1852733920677565, "lr": 0.001, "mask_rcnn/accuracy": 0.894169315453454, "mask_rcnn/false_negative": 0.08778053524099871, "mask_rcnn/false_positive": 0.12018241669177336, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.5, "time": 0.7577233416959643, "total_loss": 1.4245231121458346} {"data_time": 0.01616078056395054, "eta_seconds": 40815.193043141626, "iteration": 216419, "loss_fcos_cls": 0.2119680354371667, "loss_fcos_ctr": 0.6153770536184311, "loss_fcos_loc": 0.17227726429700851, "loss_mask": 0.25818417500704527, "loss_maskiou": 0.004468925209948793, "loss_sem_seg": 0.19917498843278736, "lr": 0.001, "mask_rcnn/accuracy": 0.8871011826389542, "mask_rcnn/false_negative": 0.09267632115492273, "mask_rcnn/false_positive": 0.13601226999898614, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.75, "time": 0.7396936351433396, "total_loss": 1.454160477493133} {"data_time": 0.017817111685872078, "eta_seconds": 40793.5502281934, "iteration": 216439, "loss_fcos_cls": 0.20016659027896821, "loss_fcos_ctr": 0.6164323524571955, "loss_fcos_loc": 0.17780560563551262, "loss_mask": 0.2466006288304925, "loss_maskiou": 0.004524591315202997, "loss_sem_seg": 0.21085132146254182, "lr": 0.001, "mask_rcnn/accuracy": 0.8821027663251219, "mask_rcnn/false_negative": 0.10085926020491812, "mask_rcnn/false_positive": 0.14058920057277546, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.0, "time": 0.7467764690518379, "total_loss": 1.468709797867632} {"data_time": 0.016496886499226093, "eta_seconds": 40784.723142958246, "iteration": 216459, "loss_fcos_cls": 0.21093437750823796, "loss_fcos_ctr": 0.6202954314649105, "loss_fcos_loc": 0.18186344276182353, "loss_mask": 0.2509219394996762, "loss_maskiou": 0.004342378379078582, "loss_sem_seg": 0.21058812434785068, "lr": 0.001, "mask_rcnn/accuracy": 0.8933067079290733, "mask_rcnn/false_negative": 0.10281835089975255, "mask_rcnn/false_positive": 0.09814690409567883, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.25, "time": 0.7668305244296789, "total_loss": 1.4772959541132877} {"data_time": 0.017427293583750725, "eta_seconds": 40784.880775215104, "iteration": 216479, "loss_fcos_cls": 0.21761442234856077, "loss_fcos_ctr": 0.6154456818476319, "loss_fcos_loc": 0.17387396655976772, "loss_mask": 0.2577521000057459, "loss_maskiou": 0.004476634261664003, "loss_sem_seg": 0.2013243716210127, "lr": 0.001, "mask_rcnn/accuracy": 0.8882675235627131, "mask_rcnn/false_negative": 0.10757005994866023, "mask_rcnn/false_positive": 0.10817857965489064, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.25, "time": 0.78073975071311, "total_loss": 1.471190475676849} {"data_time": 0.017578421160578728, "eta_seconds": 40736.77842499968, "iteration": 216499, "loss_fcos_cls": 0.20627350243739784, "loss_fcos_ctr": 0.6176680829375982, "loss_fcos_loc": 0.17954790010116994, "loss_mask": 0.2406211351044476, "loss_maskiou": 0.0044336325336189475, "loss_sem_seg": 0.20026448322460055, "lr": 0.001, "mask_rcnn/accuracy": 0.8992922689909297, "mask_rcnn/false_negative": 0.09180141737124026, "mask_rcnn/false_positive": 0.12344005811979408, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.25, "time": 0.7627400774508715, "total_loss": 1.4472354185563745} {"data_time": 0.016530334949493408, "eta_seconds": 40712.8380791964, "iteration": 216519, "loss_fcos_cls": 0.2075045412639156, "loss_fcos_ctr": 0.6155479671433568, "loss_fcos_loc": 0.17052089312346652, "loss_mask": 0.24744740081951022, "loss_maskiou": 0.004597628794726916, "loss_sem_seg": 0.21978483628481627, "lr": 0.001, "mask_rcnn/accuracy": 0.907914045472558, "mask_rcnn/false_negative": 0.061952031611592656, "mask_rcnn/false_positive": 0.11036749708624709, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.5, "time": 0.7490311712026596, "total_loss": 1.466900278297544} {"data_time": 0.0161856422200799, "eta_seconds": 40682.26388198696, "iteration": 216539, "loss_fcos_cls": 0.20705533982254565, "loss_fcos_ctr": 0.615619158372283, "loss_fcos_loc": 0.17097450012806803, "loss_mask": 0.2569351983256638, "loss_maskiou": 0.004547457516309805, "loss_sem_seg": 0.21217688429169357, "lr": 0.001, "mask_rcnn/accuracy": 0.900983395590379, "mask_rcnn/false_negative": 0.09715105594098217, "mask_rcnn/false_positive": 0.12994031287495966, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.0, "time": 0.7474397802725434, "total_loss": 1.472061473238682} {"data_time": 0.017081397585570812, "eta_seconds": 40677.18277844973, "iteration": 216559, "loss_fcos_cls": 0.21451742260251194, "loss_fcos_ctr": 0.6171145066618919, "loss_fcos_loc": 0.17673764959909022, "loss_mask": 0.24884214904159307, "loss_maskiou": 0.005102607392473146, "loss_sem_seg": 0.19993086298927665, "lr": 0.001, "mask_rcnn/accuracy": 0.8984788512179065, "mask_rcnn/false_negative": 0.09352939413476605, "mask_rcnn/false_positive": 0.12183166715735494, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.7536360416561365, "total_loss": 1.485455040110537} {"data_time": 0.017759175971150398, "eta_seconds": 40617.21887117531, "iteration": 216579, "loss_fcos_cls": 0.21103171166032553, "loss_fcos_ctr": 0.615722581744194, "loss_fcos_loc": 0.1735211529303342, "loss_mask": 0.25560361705720425, "loss_maskiou": 0.004543066941550933, "loss_sem_seg": 0.19148567062802613, "lr": 0.001, "mask_rcnn/accuracy": 0.8768745929222752, "mask_rcnn/false_negative": 0.10264237384970046, "mask_rcnn/false_positive": 0.1390624063234579, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.7637159768491983, "total_loss": 1.4631580981367733} {"data_time": 0.015049426816403866, "eta_seconds": 40610.686737763695, "iteration": 216599, "loss_fcos_cls": 0.21248388406820595, "loss_fcos_ctr": 0.6192980604246259, "loss_fcos_loc": 0.1768077569140587, "loss_mask": 0.26044123573228717, "loss_maskiou": 0.0047155930151348, "loss_sem_seg": 0.20377561612986028, "lr": 0.001, "mask_rcnn/accuracy": 0.860288122258249, "mask_rcnn/false_negative": 0.11233881578102406, "mask_rcnn/false_positive": 0.16621453853472656, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 36.75, "time": 0.7714705066755414, "total_loss": 1.4897111646278063} {"data_time": 0.017711143009364605, "eta_seconds": 40570.96523028985, "iteration": 216619, "loss_fcos_cls": 0.2038151671877131, "loss_fcos_ctr": 0.617907356005162, "loss_fcos_loc": 0.18091838795226067, "loss_mask": 0.2562399161979556, "loss_maskiou": 0.004563466667605098, "loss_sem_seg": 0.20952131389640272, "lr": 0.001, "mask_rcnn/accuracy": 0.904613371322555, "mask_rcnn/false_negative": 0.09700702800246022, "mask_rcnn/false_positive": 0.11109472789910613, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.0, "time": 0.7452677711844444, "total_loss": 1.4910341733993846} {"data_time": 0.016871546395123005, "eta_seconds": 40586.90490478836, "iteration": 216639, "loss_fcos_cls": 0.22567612765124068, "loss_fcos_ctr": 0.6206559091806412, "loss_fcos_loc": 0.18732166872359812, "loss_mask": 0.2626855568960309, "loss_maskiou": 0.0051360608362074345, "loss_sem_seg": 0.21448591351509094, "lr": 0.001, "mask_rcnn/accuracy": 0.8822794430272108, "mask_rcnn/false_negative": 0.08260416465451395, "mask_rcnn/false_positive": 0.13722480359213746, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.25, "time": 0.7773240115493536, "total_loss": 1.5062680306145921} {"data_time": 0.016159717924892902, "eta_seconds": 40601.066720033064, "iteration": 216659, "loss_fcos_cls": 0.21737275831401348, "loss_fcos_ctr": 0.6172336032614112, "loss_fcos_loc": 0.1792536196880974, "loss_mask": 0.26044811587780714, "loss_maskiou": 0.00524900812888518, "loss_sem_seg": 0.1976678583305329, "lr": 0.001, "mask_rcnn/accuracy": 0.8882467049319728, "mask_rcnn/false_negative": 0.07998558894933452, "mask_rcnn/false_positive": 0.12774855008844055, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.25, "time": 0.7767707351595163, "total_loss": 1.499664742161258} {"data_time": 0.01608830038458109, "eta_seconds": 40573.29719877336, "iteration": 216679, "loss_fcos_cls": 0.2103732351679355, "loss_fcos_ctr": 0.6155170360580087, "loss_fcos_loc": 0.17361759138293564, "loss_mask": 0.2465060856193304, "loss_maskiou": 0.004994657305360306, "loss_sem_seg": 0.21432758774608374, "lr": 0.001, "mask_rcnn/accuracy": 0.8939877500145357, "mask_rcnn/false_negative": 0.09925100928546804, "mask_rcnn/false_positive": 0.13754926798755898, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.75, "time": 0.7433972982689738, "total_loss": 1.4787141610686376} {"data_time": 0.015238062478601933, "eta_seconds": 40558.07869304437, "iteration": 216699, "loss_fcos_cls": 0.20312476332765073, "loss_fcos_ctr": 0.6168685294687748, "loss_fcos_loc": 0.17644354701042175, "loss_mask": 0.2565204268321395, "loss_maskiou": 0.004798993679287378, "loss_sem_seg": 0.20000908942893147, "lr": 0.001, "mask_rcnn/accuracy": 0.8917461329770003, "mask_rcnn/false_negative": 0.07984471657269931, "mask_rcnn/false_positive": 0.14825729978811764, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 31.75, "time": 0.7657665479928255, "total_loss": 1.4487089053873206} {"data_time": 0.015740190632641315, "eta_seconds": 40526.05611274205, "iteration": 216719, "loss_fcos_cls": 0.2224905698094517, "loss_fcos_ctr": 0.617281308863312, "loss_fcos_loc": 0.1783115960424766, "loss_mask": 0.2549079339951277, "loss_maskiou": 0.005015827890019864, "loss_sem_seg": 0.19668491603806615, "lr": 0.001, "mask_rcnn/accuracy": 0.8830531713184774, "mask_rcnn/false_negative": 0.10491543584591714, "mask_rcnn/false_positive": 0.12076275881893292, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.748775040730834, "total_loss": 1.4550528297841083} {"data_time": 0.016178656369447708, "eta_seconds": 40534.56420101505, "iteration": 216739, "loss_fcos_cls": 0.2178995916619897, "loss_fcos_ctr": 0.6162061216309667, "loss_fcos_loc": 0.1742743228096515, "loss_mask": 0.2565166065469384, "loss_maskiou": 0.004833555693039671, "loss_sem_seg": 0.20109903684351593, "lr": 0.001, "mask_rcnn/accuracy": 0.8869381486568987, "mask_rcnn/false_negative": 0.09202067537347078, "mask_rcnn/false_positive": 0.13254303561221126, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 35.25, "time": 0.7600336605682969, "total_loss": 1.4786278678366216} {"data_time": 0.016214381903409958, "eta_seconds": 40495.6317167189, "iteration": 216759, "loss_fcos_cls": 0.21432442707009614, "loss_fcos_ctr": 0.6184362601488829, "loss_fcos_loc": 0.1792864038143307, "loss_mask": 0.2660239143297076, "loss_maskiou": 0.005298866250086576, "loss_sem_seg": 0.21638994989916682, "lr": 0.001, "mask_rcnn/accuracy": 0.880257460126908, "mask_rcnn/false_negative": 0.0981204841274571, "mask_rcnn/false_positive": 0.12558002942722032, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 33.5, "time": 0.7645121030509472, "total_loss": 1.502030209521763} {"data_time": 0.01501589734107256, "eta_seconds": 40509.72744993307, "iteration": 216779, "loss_fcos_cls": 0.21536598392412998, "loss_fcos_ctr": 0.6178728677332401, "loss_fcos_loc": 0.18925703212153167, "loss_mask": 0.2589346244931221, "loss_maskiou": 0.005162277782801539, "loss_sem_seg": 0.20099126733839512, "lr": 0.001, "mask_rcnn/accuracy": 0.8698631288673662, "mask_rcnn/false_negative": 0.09715476058179334, "mask_rcnn/false_positive": 0.17790833438969744, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7676930194720626, "total_loss": 1.5143650142435945} {"data_time": 0.01591224130243063, "eta_seconds": 40507.144198439084, "iteration": 216799, "loss_fcos_cls": 0.2138801465043798, "loss_fcos_ctr": 0.6175164757296443, "loss_fcos_loc": 0.17990664971875958, "loss_mask": 0.2455358048900962, "loss_maskiou": 0.004514679789281217, "loss_sem_seg": 0.20624363841488957, "lr": 0.001, "mask_rcnn/accuracy": 0.8790029900849229, "mask_rcnn/false_negative": 0.10179383104761028, "mask_rcnn/false_positive": 0.14250987992405223, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.5, "time": 0.7610971909016371, "total_loss": 1.4502922074389062} {"data_time": 0.015625313855707645, "eta_seconds": 40462.352128582075, "iteration": 216819, "loss_fcos_cls": 0.20153586188098416, "loss_fcos_ctr": 0.6155450139194727, "loss_fcos_loc": 0.17633302579633892, "loss_mask": 0.2618043124675751, "loss_maskiou": 0.004856178857153282, "loss_sem_seg": 0.19060276285745203, "lr": 0.001, "mask_rcnn/accuracy": 0.8789167182024324, "mask_rcnn/false_negative": 0.09007387135259662, "mask_rcnn/false_positive": 0.15607330662118657, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.25, "time": 0.7550414688885212, "total_loss": 1.4785894611450203} {"data_time": 0.016103784553706646, "eta_seconds": 40434.78292467259, "iteration": 216839, "loss_fcos_cls": 0.20523896676604636, "loss_fcos_ctr": 0.6168143507093191, "loss_fcos_loc": 0.17886544950306416, "loss_mask": 0.24972812738269567, "loss_maskiou": 0.0044864358205813915, "loss_sem_seg": 0.19178041256964207, "lr": 0.001, "mask_rcnn/accuracy": 0.8834199165496157, "mask_rcnn/false_negative": 0.09944931152850706, "mask_rcnn/false_positive": 0.12928021610347554, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.5, "time": 0.776178521104157, "total_loss": 1.4423579162248643} {"data_time": 0.015685628168284893, "eta_seconds": 40454.01036567334, "iteration": 216859, "loss_fcos_cls": 0.20891666575334966, "loss_fcos_ctr": 0.6160873789340258, "loss_fcos_loc": 0.17845936527010053, "loss_mask": 0.24737371364608407, "loss_maskiou": 0.004463129982468672, "loss_sem_seg": 0.19522720389068127, "lr": 0.001, "mask_rcnn/accuracy": 0.905484693877551, "mask_rcnn/false_negative": 0.07768912538987535, "mask_rcnn/false_positive": 0.1333737229847038, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 24.25, "time": 0.7678229473531246, "total_loss": 1.4681658284243895} {"data_time": 0.015288946218788624, "eta_seconds": 40416.70159309544, "iteration": 216879, "loss_fcos_cls": 0.20880248630419374, "loss_fcos_ctr": 0.6182304276153445, "loss_fcos_loc": 0.17183689051307738, "loss_mask": 0.24832849157974124, "loss_maskiou": 0.004681282465753611, "loss_sem_seg": 0.20115304028149694, "lr": 0.001, "mask_rcnn/accuracy": 0.9026475013082156, "mask_rcnn/false_negative": 0.09279494673992708, "mask_rcnn/false_positive": 0.09609507914943413, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.25, "time": 0.7504698866978288, "total_loss": 1.4630201517647947} {"data_time": 0.01829024776816368, "eta_seconds": 40401.484747933224, "iteration": 216899, "loss_fcos_cls": 0.21173628116957843, "loss_fcos_ctr": 0.6187396282330155, "loss_fcos_loc": 0.17666107672266662, "loss_mask": 0.25684648379683495, "loss_maskiou": 0.004364125812571729, "loss_sem_seg": 0.2043284443207085, "lr": 0.001, "mask_rcnn/accuracy": 0.8813816569197643, "mask_rcnn/false_negative": 0.08719366222522834, "mask_rcnn/false_positive": 0.1163446044600426, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 27.75, "time": 0.7623624857515097, "total_loss": 1.4966431404318428} {"data_time": 0.016801221296191216, "eta_seconds": 40386.26790277101, "iteration": 216919, "loss_fcos_cls": 0.20916342659620568, "loss_fcos_ctr": 0.6184412837028503, "loss_fcos_loc": 0.17460462148301303, "loss_mask": 0.2649028701707721, "loss_maskiou": 0.005231074537732638, "loss_sem_seg": 0.20796323800459504, "lr": 0.001, "mask_rcnn/accuracy": 0.896986553818852, "mask_rcnn/false_negative": 0.0841777934783429, "mask_rcnn/false_positive": 0.11156991975250927, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 23.5, "time": 0.7507289834320545, "total_loss": 1.4794910298660398} {"data_time": 0.01782608311623335, "eta_seconds": 40352.96486493386, "iteration": 216939, "loss_fcos_cls": 0.21307338494807482, "loss_fcos_ctr": 0.6177569860592484, "loss_fcos_loc": 0.17770610027946532, "loss_mask": 0.2616290645673871, "loss_maskiou": 0.004548617085674778, "loss_sem_seg": 0.2074938560836017, "lr": 0.001, "mask_rcnn/accuracy": 0.9093707482993197, "mask_rcnn/false_negative": 0.09385551554287998, "mask_rcnn/false_positive": 0.09669262457217384, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 20.0, "time": 0.7603236185386777, "total_loss": 1.4909526742776507} {"data_time": 0.015095134265720844, "eta_seconds": 40323.661112239584, "iteration": 216959, "loss_fcos_cls": 0.21553600928746164, "loss_fcos_ctr": 0.6167001156136394, "loss_fcos_loc": 0.18321735342033207, "loss_mask": 0.2592204734683037, "loss_maskiou": 0.004742348057334311, "loss_sem_seg": 0.19668308179825544, "lr": 0.001, "mask_rcnn/accuracy": 0.9175511155954919, "mask_rcnn/false_negative": 0.0860121475198666, "mask_rcnn/false_positive": 0.10326031969997085, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 30.25, "time": 0.7591097746044397, "total_loss": 1.4497060617868556} {"data_time": 0.017551813274621964, "eta_seconds": 40315.561192515306, "iteration": 216979, "loss_fcos_cls": 0.2130751342047006, "loss_fcos_ctr": 0.6142352288588881, "loss_fcos_loc": 0.16763688786886632, "loss_mask": 0.251606653444469, "loss_maskiou": 0.004593444129568525, "loss_sem_seg": 0.19556355709210038, "lr": 0.001, "mask_rcnn/accuracy": 0.893699679347334, "mask_rcnn/false_negative": 0.09289136830471068, "mask_rcnn/false_positive": 0.13446039313976454, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.75, "time": 0.7633770164102316, "total_loss": 1.4405663058842038} {"data_time": 0.01492542214691639, "eta_seconds": 40287.8520325413, "iteration": 216999, "loss_fcos_cls": 0.20675815548747778, "loss_fcos_ctr": 0.6136965462937951, "loss_fcos_loc": 0.16551211685873568, "loss_mask": 0.2625123909674585, "loss_maskiou": 0.005418758162704762, "loss_sem_seg": 0.1926858730148524, "lr": 0.001, "mask_rcnn/accuracy": 0.8857445450707755, "mask_rcnn/false_negative": 0.08732391906747267, "mask_rcnn/false_positive": 0.14302649212839819, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7431633984670043, "total_loss": 1.4579640479933005} {"data_time": 0.0173887200653553, "eta_seconds": 40272.6493563531, "iteration": 217019, "loss_fcos_cls": 0.21578446379862726, "loss_fcos_ctr": 0.6181278061121702, "loss_fcos_loc": 0.18245389382354915, "loss_mask": 0.27111106365919113, "loss_maskiou": 0.004936491706757806, "loss_sem_seg": 0.19697487447410822, "lr": 0.001, "mask_rcnn/accuracy": 0.8842882391051659, "mask_rcnn/false_negative": 0.1071118867260814, "mask_rcnn/false_positive": 0.11576403910099319, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 24.75, "time": 0.7884822869673371, "total_loss": 1.4969522157407482} {"data_time": 0.016401248052716255, "eta_seconds": 40257.446680164896, "iteration": 217039, "loss_fcos_cls": 0.2247544713318348, "loss_fcos_ctr": 0.6185954259708524, "loss_fcos_loc": 0.1817408394999802, "loss_mask": 0.2652827650308609, "loss_maskiou": 0.005186467751627788, "loss_sem_seg": 0.2005832907743752, "lr": 0.001, "mask_rcnn/accuracy": 0.8882311776061775, "mask_rcnn/false_negative": 0.08822421902412528, "mask_rcnn/false_positive": 0.14298781690663553, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 31.5, "time": 0.7581145288422704, "total_loss": 1.5056079781061271} {"data_time": 0.017248145304620266, "eta_seconds": 40242.244003976695, "iteration": 217059, "loss_fcos_cls": 0.21492778789252043, "loss_fcos_ctr": 0.6190770724788308, "loss_fcos_loc": 0.1787608207669109, "loss_mask": 0.26636320631951094, "loss_maskiou": 0.004893535136943683, "loss_sem_seg": 0.20224818936549127, "lr": 0.001, "mask_rcnn/accuracy": 0.8740986394557824, "mask_rcnn/false_negative": 0.1153154359872498, "mask_rcnn/false_positive": 0.1368655892377006, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.5, "time": 0.7610363224521279, "total_loss": 1.4930020569590852} {"data_time": 0.016430498100817204, "eta_seconds": 40227.041327788495, "iteration": 217079, "loss_fcos_cls": 0.2104306686669588, "loss_fcos_ctr": 0.6155705507844687, "loss_fcos_loc": 0.17766266490798444, "loss_mask": 0.25592128187417984, "loss_maskiou": 0.00476208401232725, "loss_sem_seg": 0.1851810421794653, "lr": 0.001, "mask_rcnn/accuracy": 0.9005426323071601, "mask_rcnn/false_negative": 0.08742352038204697, "mask_rcnn/false_positive": 0.11337438764758616, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.5, "time": 0.7544495239853859, "total_loss": 1.4598382937620045} {"data_time": 0.01542997732758522, "eta_seconds": 40206.152594510466, "iteration": 217099, "loss_fcos_cls": 0.20657292287796736, "loss_fcos_ctr": 0.6155281383544207, "loss_fcos_loc": 0.17930075665935874, "loss_mask": 0.25869708973914385, "loss_maskiou": 0.004954677184286993, "loss_sem_seg": 0.20913463982287794, "lr": 0.001, "mask_rcnn/accuracy": 0.8727746610735332, "mask_rcnn/false_negative": 0.0963358000052291, "mask_rcnn/false_positive": 0.1432857302730413, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.5, "time": 0.7539052655920386, "total_loss": 1.4657798717817059} {"data_time": 0.0159956282004714, "eta_seconds": 40196.63597541209, "iteration": 217119, "loss_fcos_cls": 0.21121091581881046, "loss_fcos_ctr": 0.6183619350194931, "loss_fcos_loc": 0.17888105357269524, "loss_mask": 0.2405301770195365, "loss_maskiou": 0.0050374874990666285, "loss_sem_seg": 0.19067901349626482, "lr": 0.001, "mask_rcnn/accuracy": 0.8921327905024405, "mask_rcnn/false_negative": 0.10254989959017174, "mask_rcnn/false_positive": 0.12903265439299616, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 29.25, "time": 0.7530440138652921, "total_loss": 1.4938001385889947} {"data_time": 0.015731328167021275, "eta_seconds": 40177.949443568476, "iteration": 217139, "loss_fcos_cls": 0.2149690380319953, "loss_fcos_ctr": 0.6196896550245583, "loss_fcos_loc": 0.18522492097690701, "loss_mask": 0.2598789599724114, "loss_maskiou": 0.0043836082295456436, "loss_sem_seg": 0.2141081360168755, "lr": 0.001, "mask_rcnn/accuracy": 0.8853768635113619, "mask_rcnn/false_negative": 0.10117606255004213, "mask_rcnn/false_positive": 0.13058505954646205, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.25, "time": 0.7719875415787101, "total_loss": 1.4945700200478313} {"data_time": 0.016968602314591408, "eta_seconds": 40142.58090285119, "iteration": 217159, "loss_fcos_cls": 0.21665425621904433, "loss_fcos_ctr": 0.6201013950631022, "loss_fcos_loc": 0.17906247836071998, "loss_mask": 0.2633138680830598, "loss_maskiou": 0.005205597801250406, "loss_sem_seg": 0.22168474923819304, "lr": 0.001, "mask_rcnn/accuracy": 0.8905618181448112, "mask_rcnn/false_negative": 0.09715128011979897, "mask_rcnn/false_positive": 0.10801432209733118, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.25, "time": 0.7594813201576471, "total_loss": 1.4994493950835022} {"data_time": 0.016910663805902004, "eta_seconds": 40141.61326673068, "iteration": 217179, "loss_fcos_cls": 0.21606960566714406, "loss_fcos_ctr": 0.6157332053408027, "loss_fcos_loc": 0.17718005331698805, "loss_mask": 0.25435384875163436, "loss_maskiou": 0.004880128646618687, "loss_sem_seg": 0.21173079987056553, "lr": 0.001, "mask_rcnn/accuracy": 0.8898836096938776, "mask_rcnn/false_negative": 0.0970803044487373, "mask_rcnn/false_positive": 0.12020941373909287, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7667328864336014, "total_loss": 1.5062845581196598} {"data_time": 0.01687141414731741, "eta_seconds": 40132.34536936227, "iteration": 217199, "loss_fcos_cls": 0.21768506499938667, "loss_fcos_ctr": 0.6183339906856418, "loss_fcos_loc": 0.18418861937243491, "loss_mask": 0.2548373560421169, "loss_maskiou": 0.005385041447880212, "loss_sem_seg": 0.19968729140236974, "lr": 0.001, "mask_rcnn/accuracy": 0.8958283983236152, "mask_rcnn/false_negative": 0.10034602327554279, "mask_rcnn/false_positive": 0.12386304325504988, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7688389122486115, "total_loss": 1.493505419347457} {"data_time": 0.015147358179092407, "eta_seconds": 40107.769591910765, "iteration": 217219, "loss_fcos_cls": 0.218653904623352, "loss_fcos_ctr": 0.6170382257550955, "loss_fcos_loc": 0.1742434271145612, "loss_mask": 0.25618198374286294, "loss_maskiou": 0.004947108667693101, "loss_sem_seg": 0.2026735774707049, "lr": 0.001, "mask_rcnn/accuracy": 0.8947191032066029, "mask_rcnn/false_negative": 0.09182399589921741, "mask_rcnn/false_positive": 0.12295394721149445, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.0, "time": 0.7630097391083837, "total_loss": 1.4680752345739165} {"data_time": 0.015663656406104565, "eta_seconds": 40096.01593241282, "iteration": 217239, "loss_fcos_cls": 0.20066110766492784, "loss_fcos_ctr": 0.6160251181572676, "loss_fcos_loc": 0.17723005608422682, "loss_mask": 0.24686047714203596, "loss_maskiou": 0.004666574408474844, "loss_sem_seg": 0.20507045881822705, "lr": 0.001, "mask_rcnn/accuracy": 0.8982424857698181, "mask_rcnn/false_negative": 0.09426802905651588, "mask_rcnn/false_positive": 0.11133324629421121, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.7666828511282802, "total_loss": 1.486147397190507} {"data_time": 0.018436714075505733, "eta_seconds": 40090.21724209469, "iteration": 217259, "loss_fcos_cls": 0.21295816957717761, "loss_fcos_ctr": 0.6160622788593173, "loss_fcos_loc": 0.1718807393917814, "loss_mask": 0.266292966902256, "loss_maskiou": 0.0051174250093026785, "loss_sem_seg": 0.20487202983349562, "lr": 0.001, "mask_rcnn/accuracy": 0.8735761813142766, "mask_rcnn/false_negative": 0.09684452397513771, "mask_rcnn/false_positive": 0.13580734192563465, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.5, "time": 0.7578907515853643, "total_loss": 1.461452211417054} {"data_time": 0.014584389515221119, "eta_seconds": 40077.92812608369, "iteration": 217279, "loss_fcos_cls": 0.20751577574992552, "loss_fcos_ctr": 0.6177518144249916, "loss_fcos_loc": 0.17537501943297684, "loss_mask": 0.2537781363353133, "loss_maskiou": 0.005015408729377668, "loss_sem_seg": 0.20691987604368478, "lr": 0.001, "mask_rcnn/accuracy": 0.8848012889366272, "mask_rcnn/false_negative": 0.09532269793279399, "mask_rcnn/false_positive": 0.12719217952007447, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.5, "time": 0.7776302853599191, "total_loss": 1.4552802385296673} {"data_time": 0.016306856647133827, "eta_seconds": 40056.3385790186, "iteration": 217299, "loss_fcos_cls": 0.2088070649188012, "loss_fcos_ctr": 0.6178141359705478, "loss_fcos_loc": 0.18375351128634065, "loss_mask": 0.25904435385018587, "loss_maskiou": 0.005076925968751311, "loss_sem_seg": 0.22448864439502358, "lr": 0.001, "mask_rcnn/accuracy": 0.8829860466914038, "mask_rcnn/false_negative": 0.10240920287142669, "mask_rcnn/false_positive": 0.12652236342159767, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.0, "time": 0.7523465137928724, "total_loss": 1.4957965411740588} {"data_time": 0.01669127680361271, "eta_seconds": 40036.510432431474, "iteration": 217319, "loss_fcos_cls": 0.1994057223200798, "loss_fcos_ctr": 0.6170449052006006, "loss_fcos_loc": 0.1746136830188334, "loss_mask": 0.2495116963982582, "loss_maskiou": 0.00445385215425631, "loss_sem_seg": 0.22607392258942127, "lr": 0.001, "mask_rcnn/accuracy": 0.8950224732750243, "mask_rcnn/false_negative": 0.08831561057172271, "mask_rcnn/false_positive": 0.13584958800004554, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 23.5, "time": 0.7568380190059543, "total_loss": 1.4659124655881897} {"data_time": 0.01714767888188362, "eta_seconds": 40029.406537341885, "iteration": 217339, "loss_fcos_cls": 0.20536832796642557, "loss_fcos_ctr": 0.6150927739217877, "loss_fcos_loc": 0.17069705249741673, "loss_mask": 0.2568923644721508, "loss_maskiou": 0.0048197364958468825, "loss_sem_seg": 0.18421582435257733, "lr": 0.001, "mask_rcnn/accuracy": 0.8975655076845553, "mask_rcnn/false_negative": 0.07674640048689976, "mask_rcnn/false_positive": 0.11795854902417421, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.5, "time": 0.7553994935005903, "total_loss": 1.4489873539787368} {"data_time": 0.015058260411024094, "eta_seconds": 40019.566837152466, "iteration": 217359, "loss_fcos_cls": 0.2063241476425901, "loss_fcos_ctr": 0.6171240983530879, "loss_fcos_loc": 0.17813034856226295, "loss_mask": 0.2571722548455, "loss_maskiou": 0.005039010779000819, "loss_sem_seg": 0.1929696223232895, "lr": 0.001, "mask_rcnn/accuracy": 0.8529392191659273, "mask_rcnn/false_negative": 0.11549779191235378, "mask_rcnn/false_positive": 0.17938627815817243, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.0, "time": 0.7761855814605951, "total_loss": 1.4568666496488731} {"data_time": 0.016026982106268406, "eta_seconds": 40017.18625891302, "iteration": 217379, "loss_fcos_cls": 0.2242961097508669, "loss_fcos_ctr": 0.6160521963611245, "loss_fcos_loc": 0.17658475617645308, "loss_mask": 0.2552131526172161, "loss_maskiou": 0.0052695717295137, "loss_sem_seg": 0.20866430597379804, "lr": 0.001, "mask_rcnn/accuracy": 0.8839174477930707, "mask_rcnn/false_negative": 0.1013378831319871, "mask_rcnn/false_positive": 0.13092231704569102, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 28.75, "time": 0.761665428057313, "total_loss": 1.508847327051626} {"data_time": 0.015484689734876156, "eta_seconds": 39999.142049504444, "iteration": 217399, "loss_fcos_cls": 0.214804457151331, "loss_fcos_ctr": 0.6171497367322445, "loss_fcos_loc": 0.1804908396443352, "loss_mask": 0.26599313598126173, "loss_maskiou": 0.00467416069295723, "loss_sem_seg": 0.23209604993462563, "lr": 0.001, "mask_rcnn/accuracy": 0.8881214417585216, "mask_rcnn/false_negative": 0.09481059073527376, "mask_rcnn/false_positive": 0.12498012974443855, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.0, "time": 0.7515394547954202, "total_loss": 1.515759230547701} {"data_time": 0.016740813851356506, "eta_seconds": 40003.950268501416, "iteration": 217419, "loss_fcos_cls": 0.19805013062432408, "loss_fcos_ctr": 0.621808834373951, "loss_fcos_loc": 0.17813486617524177, "loss_mask": 0.24955669045448303, "loss_maskiou": 0.0048038850181910675, "loss_sem_seg": 0.1861138641834259, "lr": 0.001, "mask_rcnn/accuracy": 0.8865065500838016, "mask_rcnn/false_negative": 0.08856930493518467, "mask_rcnn/false_positive": 0.14755168475959388, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 36.5, "time": 0.7695925794541836, "total_loss": 1.462673828136758} {"data_time": 0.018290048465132713, "eta_seconds": 39995.565682671964, "iteration": 217439, "loss_fcos_cls": 0.21219356427900493, "loss_fcos_ctr": 0.618040201254189, "loss_fcos_loc": 0.1759108291589655, "loss_mask": 0.2643002364784479, "loss_maskiou": 0.004762035561725497, "loss_sem_seg": 0.21423322975169867, "lr": 0.001, "mask_rcnn/accuracy": 0.8872648872982029, "mask_rcnn/false_negative": 0.10275053172757839, "mask_rcnn/false_positive": 0.13106040124504678, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.75, "time": 0.7535618562251329, "total_loss": 1.4890592188385199} {"data_time": 0.01569722406566143, "eta_seconds": 39996.707580698654, "iteration": 217459, "loss_fcos_cls": 0.1975689431419596, "loss_fcos_ctr": 0.6135411616414785, "loss_fcos_loc": 0.1759069012477994, "loss_mask": 0.2584519409574568, "loss_maskiou": 0.004669025482144207, "loss_sem_seg": 0.2074241826776415, "lr": 0.001, "mask_rcnn/accuracy": 0.9054714756159502, "mask_rcnn/false_negative": 0.07550915365112848, "mask_rcnn/false_positive": 0.13538226685682775, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.25, "time": 0.7702416069805622, "total_loss": 1.4710352300753584} {"data_time": 0.015447316691279411, "eta_seconds": 39999.01452976931, "iteration": 217479, "loss_fcos_cls": 0.21031000069342554, "loss_fcos_ctr": 0.6146372221410275, "loss_fcos_loc": 0.1726646990282461, "loss_mask": 0.2394944024272263, "loss_maskiou": 0.0041460959109826945, "loss_sem_seg": 0.20368565147509798, "lr": 0.001, "mask_rcnn/accuracy": 0.8817042160170551, "mask_rcnn/false_negative": 0.08655038356488826, "mask_rcnn/false_positive": 0.12417312951840362, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.777334176003933, "total_loss": 1.444852524997259} {"data_time": 0.01781883742660284, "eta_seconds": 39973.88907187618, "iteration": 217499, "loss_fcos_cls": 0.20315180136822164, "loss_fcos_ctr": 0.6172895208001137, "loss_fcos_loc": 0.1685094735585153, "loss_mask": 0.2576575232669711, "loss_maskiou": 0.004727326264401199, "loss_sem_seg": 0.2314139031805098, "lr": 0.001, "mask_rcnn/accuracy": 0.8923955149692728, "mask_rcnn/false_negative": 0.08919654537611318, "mask_rcnn/false_positive": 0.12712994502702535, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7569602141156793, "total_loss": 1.4816290436283452} {"data_time": 0.018334087915718555, "eta_seconds": 39968.551275429316, "iteration": 217519, "loss_fcos_cls": 0.206060248776339, "loss_fcos_ctr": 0.6173783708363771, "loss_fcos_loc": 0.1809320772299543, "loss_mask": 0.25195800978690386, "loss_maskiou": 0.004559967776003759, "loss_sem_seg": 0.19907201454043388, "lr": 0.001, "mask_rcnn/accuracy": 0.8867987730806608, "mask_rcnn/false_negative": 0.09181158794574967, "mask_rcnn/false_positive": 0.12296681847755368, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 24.5, "time": 0.7598950425162911, "total_loss": 1.4715235745898099} {"data_time": 0.01587806735187769, "eta_seconds": 39968.70501936972, "iteration": 217539, "loss_fcos_cls": 0.21075764717534184, "loss_fcos_ctr": 0.6178211215883493, "loss_fcos_loc": 0.16891347779892385, "loss_mask": 0.2621966525912285, "loss_maskiou": 0.004851488713029539, "loss_sem_seg": 0.20959474239498377, "lr": 0.001, "mask_rcnn/accuracy": 0.885451168874808, "mask_rcnn/false_negative": 0.09971612446966754, "mask_rcnn/false_positive": 0.13828925476585846, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.75, "time": 0.7597691863775253, "total_loss": 1.4717297462848364} {"data_time": 0.01687401533126831, "eta_seconds": 39961.10519226547, "iteration": 217559, "loss_fcos_cls": 0.19708326971158385, "loss_fcos_ctr": 0.612986498279497, "loss_fcos_loc": 0.16629727894905955, "loss_mask": 0.2471103686839342, "loss_maskiou": 0.004820461450435687, "loss_sem_seg": 0.2371413242071867, "lr": 0.001, "mask_rcnn/accuracy": 0.8786442228406515, "mask_rcnn/false_negative": 0.09027579186495208, "mask_rcnn/false_positive": 0.14526911478595866, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.0, "time": 0.7716915709897876, "total_loss": 1.488089801830938} {"data_time": 0.015546207316219807, "eta_seconds": 39952.59757403936, "iteration": 217579, "loss_fcos_cls": 0.20054672262631357, "loss_fcos_ctr": 0.6137592867016792, "loss_fcos_loc": 0.1681447479641065, "loss_mask": 0.23735820082947612, "loss_maskiou": 0.004248140408890322, "loss_sem_seg": 0.19788411119952798, "lr": 0.001, "mask_rcnn/accuracy": 0.9042184883071769, "mask_rcnn/false_negative": 0.09025370748344466, "mask_rcnn/false_positive": 0.12090306995273313, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.0, "time": 0.7665688302367926, "total_loss": 1.44129703156068} {"data_time": 0.01596917398273945, "eta_seconds": 39977.12280846387, "iteration": 217599, "loss_fcos_cls": 0.20618541375733912, "loss_fcos_ctr": 0.6146063525229692, "loss_fcos_loc": 0.16870368673698977, "loss_mask": 0.2507491325959563, "loss_maskiou": 0.004847471202083398, "loss_sem_seg": 0.19599309843033552, "lr": 0.001, "mask_rcnn/accuracy": 0.8882724139662515, "mask_rcnn/false_negative": 0.11321664143651781, "mask_rcnn/false_positive": 0.1299515686714245, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.75, "time": 0.7695673741400242, "total_loss": 1.45547337431708} {"data_time": 0.015076843090355396, "eta_seconds": 39998.2582029067, "iteration": 217619, "loss_fcos_cls": 0.206863344181329, "loss_fcos_ctr": 0.6161155635491014, "loss_fcos_loc": 0.17500465008197352, "loss_mask": 0.25065235421061516, "loss_maskiou": 0.00488837845477974, "loss_sem_seg": 0.20714098121970892, "lr": 0.001, "mask_rcnn/accuracy": 0.8866711254306917, "mask_rcnn/false_negative": 0.0912197486499655, "mask_rcnn/false_positive": 0.13628614813500128, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 32.75, "time": 0.7741547981277108, "total_loss": 1.4789338073787803} {"data_time": 0.016816360875964165, "eta_seconds": 39961.80376827251, "iteration": 217639, "loss_fcos_cls": 0.2194314245134592, "loss_fcos_ctr": 0.6178288040682673, "loss_fcos_loc": 0.17559407465159893, "loss_mask": 0.2556458869948983, "loss_maskiou": 0.0045430555856000865, "loss_sem_seg": 0.21697024296736345, "lr": 0.001, "mask_rcnn/accuracy": 0.8866296518607444, "mask_rcnn/false_negative": 0.10627524822302259, "mask_rcnn/false_positive": 0.13443502009087258, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.25, "time": 0.7530940985307097, "total_loss": 1.5088865776197053} {"data_time": 0.015815390273928642, "eta_seconds": 39931.348350562155, "iteration": 217659, "loss_fcos_cls": 0.21602844051085413, "loss_fcos_ctr": 0.6171321645379066, "loss_fcos_loc": 0.1775381697807461, "loss_mask": 0.2606522021815181, "loss_maskiou": 0.004519531161349732, "loss_sem_seg": 0.22195750568062067, "lr": 0.001, "mask_rcnn/accuracy": 0.8902196804790456, "mask_rcnn/false_negative": 0.1013270802916442, "mask_rcnn/false_positive": 0.10797600056112881, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.7661590939387679, "total_loss": 1.5029657175546163} {"data_time": 0.016197028569877148, "eta_seconds": 39911.74558493402, "iteration": 217679, "loss_fcos_cls": 0.20908307773061097, "loss_fcos_ctr": 0.6178949885070324, "loss_fcos_loc": 0.17462311941199005, "loss_mask": 0.25038725044578314, "loss_maskiou": 0.0045638063820661046, "loss_sem_seg": 0.21793259168043733, "lr": 0.001, "mask_rcnn/accuracy": 0.8847867271908764, "mask_rcnn/false_negative": 0.08032908533453786, "mask_rcnn/false_positive": 0.14560129355370854, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.25, "time": 0.747640703804791, "total_loss": 1.4696454701552284} {"data_time": 0.015481114387512207, "eta_seconds": 39861.139728731476, "iteration": 217699, "loss_fcos_cls": 0.19978757202625275, "loss_fcos_ctr": 0.6174212042242289, "loss_fcos_loc": 0.17379666585475206, "loss_mask": 0.2451697220094502, "loss_maskiou": 0.004872628102020826, "loss_sem_seg": 0.20744270947761834, "lr": 0.001, "mask_rcnn/accuracy": 0.8957748724489796, "mask_rcnn/false_negative": 0.092110573252025, "mask_rcnn/false_positive": 0.12347948788947477, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 24.25, "time": 0.7518692165613174, "total_loss": 1.4527763710575528} {"data_time": 0.015204280614852905, "eta_seconds": 39843.09637050424, "iteration": 217719, "loss_fcos_cls": 0.22844175714999437, "loss_fcos_ctr": 0.6187463568057865, "loss_fcos_loc": 0.18234156188555062, "loss_mask": 0.2567924279719591, "loss_maskiou": 0.00469472636905266, "loss_sem_seg": 0.21861231117509305, "lr": 0.001, "mask_rcnn/accuracy": 0.8896661869876156, "mask_rcnn/false_negative": 0.09033309224761345, "mask_rcnn/false_positive": 0.12593182535170494, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.5, "time": 0.7567848796024919, "total_loss": 1.5026924518024316} {"data_time": 0.016327173449099064, "eta_seconds": 39847.86740714125, "iteration": 217739, "loss_fcos_cls": 0.2151743295835331, "loss_fcos_ctr": 0.6164826052263379, "loss_fcos_loc": 0.1796732705552131, "loss_mask": 0.2668288564309478, "loss_maskiou": 0.005180229803954717, "loss_sem_seg": 0.2175701162777841, "lr": 0.001, "mask_rcnn/accuracy": 0.8878339726554012, "mask_rcnn/false_negative": 0.09710564189607479, "mask_rcnn/false_positive": 0.12944314751813152, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.75, "time": 0.7647993946447968, "total_loss": 1.4850376375216001} {"data_time": 0.0160770108923316, "eta_seconds": 39843.04325790517, "iteration": 217759, "loss_fcos_cls": 0.20177078410051763, "loss_fcos_ctr": 0.6149012763053179, "loss_fcos_loc": 0.17050945822848007, "loss_mask": 0.2515206732787192, "loss_maskiou": 0.004949495491018752, "loss_sem_seg": 0.2054957279469818, "lr": 0.001, "mask_rcnn/accuracy": 0.9008639386928861, "mask_rcnn/false_negative": 0.09189400652870594, "mask_rcnn/false_positive": 0.11751804366990162, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.5, "time": 0.7725339932367206, "total_loss": 1.4662062528059323} {"data_time": 0.016795636154711246, "eta_seconds": 39797.37066169549, "iteration": 217779, "loss_fcos_cls": 0.21429318620357662, "loss_fcos_ctr": 0.6145989531651139, "loss_fcos_loc": 0.1739251104881987, "loss_mask": 0.24923815578222275, "loss_maskiou": 0.004797777364728972, "loss_sem_seg": 0.22763053327798843, "lr": 0.001, "mask_rcnn/accuracy": 0.9202988338192419, "mask_rcnn/false_negative": 0.07554897402295858, "mask_rcnn/false_positive": 0.08654649004252185, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 23.5, "time": 0.7336559854447842, "total_loss": 1.4448778286605375} {"data_time": 0.015029121190309525, "eta_seconds": 39812.53615179472, "iteration": 217799, "loss_fcos_cls": 0.22197065269574523, "loss_fcos_ctr": 0.6176395565271378, "loss_fcos_loc": 0.18043851060792804, "loss_mask": 0.25661140214651823, "loss_maskiou": 0.005098482055473141, "loss_sem_seg": 0.24256847682408988, "lr": 0.001, "mask_rcnn/accuracy": 0.8886941205053449, "mask_rcnn/false_negative": 0.11099486173803086, "mask_rcnn/false_positive": 0.107374523127027, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.0, "time": 0.7713127629831433, "total_loss": 1.5219039524963591} {"data_time": 0.016329487785696983, "eta_seconds": 39810.909099401906, "iteration": 217819, "loss_fcos_cls": 0.21534632076509297, "loss_fcos_ctr": 0.6197785907424986, "loss_fcos_loc": 0.17465038452064618, "loss_mask": 0.25282224966213107, "loss_maskiou": 0.004642735555535182, "loss_sem_seg": 0.20636670850217342, "lr": 0.001, "mask_rcnn/accuracy": 0.88406143707483, "mask_rcnn/false_negative": 0.11349750381186671, "mask_rcnn/false_positive": 0.13881138840301083, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.0, "time": 0.764194380491972, "total_loss": 1.4728326805052347} {"data_time": 0.015867801383137703, "eta_seconds": 39794.02497685701, "iteration": 217839, "loss_fcos_cls": 0.2006807802245021, "loss_fcos_ctr": 0.615714643150568, "loss_fcos_loc": 0.17100017511984333, "loss_mask": 0.25997053552418947, "loss_maskiou": 0.005085299206257332, "loss_sem_seg": 0.19328977685654536, "lr": 0.001, "mask_rcnn/accuracy": 0.889096227433281, "mask_rcnn/false_negative": 0.0923151509167193, "mask_rcnn/false_positive": 0.11296373389340883, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.25, "time": 0.7629219107329845, "total_loss": 1.451103689330921} {"data_time": 0.017781980335712433, "eta_seconds": 39774.43715800624, "iteration": 217859, "loss_fcos_cls": 0.2087363232858479, "loss_fcos_ctr": 0.6176979755982757, "loss_fcos_loc": 0.18504445953294635, "loss_mask": 0.26952856965363026, "loss_maskiou": 0.004567349416902289, "loss_sem_seg": 0.2026702119037509, "lr": 0.001, "mask_rcnn/accuracy": 0.8847338608912954, "mask_rcnn/false_negative": 0.10012229266374684, "mask_rcnn/false_positive": 0.1394706136031184, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7632478065788746, "total_loss": 1.4929353226834792} {"data_time": 0.016223710030317307, "eta_seconds": 39768.04938574787, "iteration": 217879, "loss_fcos_cls": 0.22387744160369039, "loss_fcos_ctr": 0.6180065264925361, "loss_fcos_loc": 0.17489226075122133, "loss_mask": 0.25678923819214106, "loss_maskiou": 0.004839198008994572, "loss_sem_seg": 0.22293528611771762, "lr": 0.001, "mask_rcnn/accuracy": 0.8782425298494685, "mask_rcnn/false_negative": 0.09951603410063964, "mask_rcnn/false_positive": 0.14985303767958696, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.25, "time": 0.7610544245690107, "total_loss": 1.4955978495490854} {"data_time": 0.016083145514130592, "eta_seconds": 39756.84090505354, "iteration": 217899, "loss_fcos_cls": 0.2114311243640259, "loss_fcos_ctr": 0.612469032406807, "loss_fcos_loc": 0.16446624894160777, "loss_mask": 0.252235384657979, "loss_maskiou": 0.004792106949025765, "loss_sem_seg": 0.21630826429463923, "lr": 0.001, "mask_rcnn/accuracy": 0.9072745318863331, "mask_rcnn/false_negative": 0.07526905227173467, "mask_rcnn/false_positive": 0.10567659519228038, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.25, "time": 0.7633380461484194, "total_loss": 1.4486899671683204} {"data_time": 0.015246887691318989, "eta_seconds": 39741.579454829916, "iteration": 217919, "loss_fcos_cls": 0.2302842679200694, "loss_fcos_ctr": 0.6180892335250974, "loss_fcos_loc": 0.1820960936602205, "loss_mask": 0.26811542734503746, "loss_maskiou": 0.004981608344678534, "loss_sem_seg": 0.21449714340269566, "lr": 0.001, "mask_rcnn/accuracy": 0.8879168185131195, "mask_rcnn/false_negative": 0.0933348458755954, "mask_rcnn/false_positive": 0.12980678162367987, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.0, "time": 0.7639343999326229, "total_loss": 1.4973212718614377} {"data_time": 0.01633164845407009, "eta_seconds": 39713.41119048279, "iteration": 217939, "loss_fcos_cls": 0.21769970702007413, "loss_fcos_ctr": 0.6170051496010274, "loss_fcos_loc": 0.17086370135075413, "loss_mask": 0.24794640857726336, "loss_maskiou": 0.004542331720585935, "loss_sem_seg": 0.21437333011999726, "lr": 0.001, "mask_rcnn/accuracy": 0.9091034042927516, "mask_rcnn/false_negative": 0.08516685411563771, "mask_rcnn/false_positive": 0.10805711906968488, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.25, "time": 0.7485357131808996, "total_loss": 1.4785855628168747} {"data_time": 0.016111010685563087, "eta_seconds": 39702.71316141263, "iteration": 217959, "loss_fcos_cls": 0.20462102175224572, "loss_fcos_ctr": 0.6175848757848144, "loss_fcos_loc": 0.1797573242802173, "loss_mask": 0.2543849414214492, "loss_maskiou": 0.004350585248175776, "loss_sem_seg": 0.21443642035592347, "lr": 0.001, "mask_rcnn/accuracy": 0.8936087088956284, "mask_rcnn/false_negative": 0.09871507400600248, "mask_rcnn/false_positive": 0.13084203452112517, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.75, "time": 0.7584171174094081, "total_loss": 1.4858554198035563} {"data_time": 0.01726451702415943, "eta_seconds": 39660.164360024035, "iteration": 217979, "loss_fcos_cls": 0.20745429943781346, "loss_fcos_ctr": 0.6161453989334404, "loss_fcos_loc": 0.1702522489358671, "loss_mask": 0.2600479116663337, "loss_maskiou": 0.004965006588008691, "loss_sem_seg": 0.2179764152970165, "lr": 0.001, "mask_rcnn/accuracy": 0.9018685883444286, "mask_rcnn/false_negative": 0.08481459179262259, "mask_rcnn/false_positive": 0.1244814319671369, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.5, "time": 0.7458615405485034, "total_loss": 1.4862734403286595} {"data_time": 0.01891847513616085, "eta_seconds": 39680.53365393542, "iteration": 217999, "loss_fcos_cls": 0.2116965667810291, "loss_fcos_ctr": 0.6154616642743349, "loss_fcos_loc": 0.17202504281885922, "loss_mask": 0.2733561107888818, "loss_maskiou": 0.005083354364614934, "loss_sem_seg": 0.20929988962598145, "lr": 0.001, "mask_rcnn/accuracy": 0.8739710663434008, "mask_rcnn/false_negative": 0.1006657554819251, "mask_rcnn/false_positive": 0.1594234098255059, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.0, "time": 0.7750818189233541, "total_loss": 1.494600210833596} {"data_time": 0.017184531316161156, "eta_seconds": 39656.93843014911, "iteration": 218019, "loss_fcos_cls": 0.20204068947350606, "loss_fcos_ctr": 0.6168594043701887, "loss_fcos_loc": 0.17940779111813754, "loss_mask": 0.2695722272619605, "loss_maskiou": 0.004735717884614132, "loss_sem_seg": 0.2034095536218956, "lr": 0.001, "mask_rcnn/accuracy": 0.886671293517407, "mask_rcnn/false_negative": 0.09038639388178454, "mask_rcnn/false_positive": 0.11999644407551671, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.0, "time": 0.7711751461029053, "total_loss": 1.4659088560501914} {"data_time": 0.015642751939594746, "eta_seconds": 39650.01075348817, "iteration": 218039, "loss_fcos_cls": 0.20460303220897913, "loss_fcos_ctr": 0.6154239820316434, "loss_fcos_loc": 0.17194228386506438, "loss_mask": 0.2449726965278387, "loss_maskiou": 0.004653506315662526, "loss_sem_seg": 0.21090190461836755, "lr": 0.001, "mask_rcnn/accuracy": 0.8833993984917912, "mask_rcnn/false_negative": 0.10336978793409449, "mask_rcnn/false_positive": 0.13677521478793636, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.5, "time": 0.7773568015545607, "total_loss": 1.4507681148097618} {"data_time": 0.015585803426802158, "eta_seconds": 39634.74930326454, "iteration": 218059, "loss_fcos_cls": 0.20651260623708367, "loss_fcos_ctr": 0.6158717023208737, "loss_fcos_loc": 0.17103919252986088, "loss_mask": 0.24941675271838903, "loss_maskiou": 0.00446312507847324, "loss_sem_seg": 0.20385436795186251, "lr": 0.001, "mask_rcnn/accuracy": 0.8906475402011116, "mask_rcnn/false_negative": 0.09151609788465212, "mask_rcnn/false_positive": 0.14110732416363203, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.5, "time": 0.7599714621901512, "total_loss": 1.4576337940634403} {"data_time": 0.01778299454599619, "eta_seconds": 39619.48785304092, "iteration": 218079, "loss_fcos_cls": 0.21054977603489533, "loss_fcos_ctr": 0.6171637140214443, "loss_fcos_loc": 0.176864028791897, "loss_mask": 0.2620248254388571, "loss_maskiou": 0.00461373900725448, "loss_sem_seg": 0.2261248421855271, "lr": 0.001, "mask_rcnn/accuracy": 0.8669001727675196, "mask_rcnn/false_negative": 0.11058495585173272, "mask_rcnn/false_positive": 0.1494529334305999, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.0, "time": 0.7551499139517546, "total_loss": 1.494065853752545} {"data_time": 0.015492487698793411, "eta_seconds": 39604.226402817294, "iteration": 218099, "loss_fcos_cls": 0.2015432477928698, "loss_fcos_ctr": 0.6149546429514885, "loss_fcos_loc": 0.17143996944651008, "loss_mask": 0.2534857429563999, "loss_maskiou": 0.0049405665922677144, "loss_sem_seg": 0.21164269745349884, "lr": 0.001, "mask_rcnn/accuracy": 0.8892327339098904, "mask_rcnn/false_negative": 0.10071973488043029, "mask_rcnn/false_positive": 0.12923264024172668, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 33.0, "time": 0.7512998981401324, "total_loss": 1.4836861131916521} {"data_time": 0.016291750594973564, "eta_seconds": 39615.68617822509, "iteration": 218119, "loss_fcos_cls": 0.21184572530910373, "loss_fcos_ctr": 0.6172385383397341, "loss_fcos_loc": 0.17676455981563777, "loss_mask": 0.25380492862313986, "loss_maskiou": 0.004567826345009962, "loss_sem_seg": 0.2215540511533618, "lr": 0.001, "mask_rcnn/accuracy": 0.8996550324675325, "mask_rcnn/false_negative": 0.09090024772295066, "mask_rcnn/false_positive": 0.12035043860577137, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.5, "time": 0.7698870673775673, "total_loss": 1.4783810337248724} {"data_time": 0.015808521769940853, "eta_seconds": 39593.97965352237, "iteration": 218139, "loss_fcos_cls": 0.2154338441323489, "loss_fcos_ctr": 0.6171528194099665, "loss_fcos_loc": 0.17432325170375407, "loss_mask": 0.2589631867595017, "loss_maskiou": 0.004728640953544527, "loss_sem_seg": 0.20431290054693818, "lr": 0.001, "mask_rcnn/accuracy": 0.8951696873614488, "mask_rcnn/false_negative": 0.0895504070881226, "mask_rcnn/false_positive": 0.11930296832217249, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.5, "time": 0.7649775519967079, "total_loss": 1.4715439174324274} {"data_time": 0.016006190329790115, "eta_seconds": 39596.56472920906, "iteration": 218159, "loss_fcos_cls": 0.21428486716467887, "loss_fcos_ctr": 0.6181341568008065, "loss_fcos_loc": 0.17635881598107517, "loss_mask": 0.2632090784609318, "loss_maskiou": 0.004741177282994613, "loss_sem_seg": 0.21893518790602684, "lr": 0.001, "mask_rcnn/accuracy": 0.8830083819241983, "mask_rcnn/false_negative": 0.10005272698906598, "mask_rcnn/false_positive": 0.12618463676686778, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.7686275904998183, "total_loss": 1.4899643989338074} {"data_time": 0.015535127371549606, "eta_seconds": 39581.2885714462, "iteration": 218179, "loss_fcos_cls": 0.2158565113786608, "loss_fcos_ctr": 0.6139573641121387, "loss_fcos_loc": 0.1658180453814566, "loss_mask": 0.2439629640430212, "loss_maskiou": 0.004914505596389063, "loss_sem_seg": 0.20952535094693303, "lr": 0.001, "mask_rcnn/accuracy": 0.9086937058477237, "mask_rcnn/false_negative": 0.08017389127341638, "mask_rcnn/false_positive": 0.09332267487762513, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.25, "time": 0.7700463915243745, "total_loss": 1.471515479584923} {"data_time": 0.015829858370125294, "eta_seconds": 39566.01241368335, "iteration": 218199, "loss_fcos_cls": 0.21466454036999494, "loss_fcos_ctr": 0.6195047134533525, "loss_fcos_loc": 0.1854135342873633, "loss_mask": 0.25208768155425787, "loss_maskiou": 0.004819610163394827, "loss_sem_seg": 0.20278241392225027, "lr": 0.001, "mask_rcnn/accuracy": 0.8720488195278111, "mask_rcnn/false_negative": 0.09983419685288641, "mask_rcnn/false_positive": 0.13190789587874668, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.25, "time": 0.7684151846915483, "total_loss": 1.476826452948444} {"data_time": 0.01630778331309557, "eta_seconds": 39539.32742226776, "iteration": 218219, "loss_fcos_cls": 0.21375921461731195, "loss_fcos_ctr": 0.616160427685827, "loss_fcos_loc": 0.1754801223287359, "loss_mask": 0.25665334332734346, "loss_maskiou": 0.004690025867603254, "loss_sem_seg": 0.20437413174659014, "lr": 0.001, "mask_rcnn/accuracy": 0.8886877921900468, "mask_rcnn/false_negative": 0.09076591003668483, "mask_rcnn/false_positive": 0.12037206308280649, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.25, "time": 0.7592752771452069, "total_loss": 1.479650876528467} {"data_time": 0.015204575844109058, "eta_seconds": 39489.09774884954, "iteration": 218239, "loss_fcos_cls": 0.1995382916647941, "loss_fcos_ctr": 0.6163025358691812, "loss_fcos_loc": 0.17292162450030446, "loss_mask": 0.24184371531009674, "loss_maskiou": 0.004583552537951618, "loss_sem_seg": 0.20075580524280667, "lr": 0.001, "mask_rcnn/accuracy": 0.8935028941287761, "mask_rcnn/false_negative": 0.09858398013225114, "mask_rcnn/false_positive": 0.10880893654124135, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.25, "time": 0.7363523105159402, "total_loss": 1.4298647948689904} {"data_time": 0.015966810286045074, "eta_seconds": 39479.475184955634, "iteration": 218259, "loss_fcos_cls": 0.20273282821290195, "loss_fcos_ctr": 0.6159967100247741, "loss_fcos_loc": 0.1710300133563578, "loss_mask": 0.2546676080673933, "loss_maskiou": 0.004467084978386993, "loss_sem_seg": 0.1879974885378033, "lr": 0.001, "mask_rcnn/accuracy": 0.8969254658385093, "mask_rcnn/false_negative": 0.08294494550670466, "mask_rcnn/false_positive": 0.11296924155104913, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.5, "time": 0.7622871762141585, "total_loss": 1.4453059208899504} {"data_time": 0.016540251672267914, "eta_seconds": 39436.272011825815, "iteration": 218279, "loss_fcos_cls": 0.2049902908038348, "loss_fcos_ctr": 0.6162469778209925, "loss_fcos_loc": 0.164815625641495, "loss_mask": 0.24872006522491574, "loss_maskiou": 0.004632561074686237, "loss_sem_seg": 0.2315857890062034, "lr": 0.001, "mask_rcnn/accuracy": 0.8937599315935689, "mask_rcnn/false_negative": 0.09456837208013441, "mask_rcnn/false_positive": 0.12699038687008518, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.5, "time": 0.742301152087748, "total_loss": 1.4660785104497336} {"data_time": 0.01687102299183607, "eta_seconds": 39425.88191656582, "iteration": 218299, "loss_fcos_cls": 0.21297657315153629, "loss_fcos_ctr": 0.6206200569868088, "loss_fcos_loc": 0.1833489970304072, "loss_mask": 0.25613677967339754, "loss_maskiou": 0.004470768588362262, "loss_sem_seg": 0.20930530643090606, "lr": 0.001, "mask_rcnn/accuracy": 0.8878440012368584, "mask_rcnn/false_negative": 0.09088527894574347, "mask_rcnn/false_positive": 0.13545004848277242, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.75, "time": 0.7576322546228766, "total_loss": 1.492973585591244} {"data_time": 0.01590005587786436, "eta_seconds": 39444.19143827353, "iteration": 218319, "loss_fcos_cls": 0.21952453162521124, "loss_fcos_ctr": 0.6154884649440646, "loss_fcos_loc": 0.16887249215506017, "loss_mask": 0.260162862483412, "loss_maskiou": 0.0053189865066087805, "loss_sem_seg": 0.2100506224669516, "lr": 0.001, "mask_rcnn/accuracy": 0.8930353626412971, "mask_rcnn/false_negative": 0.06859260654184088, "mask_rcnn/false_positive": 0.13984005850912268, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 23.75, "time": 0.7751452345401049, "total_loss": 1.4891746823195717} {"data_time": 0.017207348719239235, "eta_seconds": 39395.37892287783, "iteration": 218339, "loss_fcos_cls": 0.204632380977273, "loss_fcos_ctr": 0.617116364184767, "loss_fcos_loc": 0.1704923256766051, "loss_mask": 0.265226480551064, "loss_maskiou": 0.004839899200305808, "loss_sem_seg": 0.20494017517194152, "lr": 0.001, "mask_rcnn/accuracy": 0.8945858025676907, "mask_rcnn/false_negative": 0.10538904791540474, "mask_rcnn/false_positive": 0.10616385315956785, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.75, "time": 0.7325651617720723, "total_loss": 1.4654770558590826} {"data_time": 0.017345329746603966, "eta_seconds": 39389.960091586225, "iteration": 218359, "loss_fcos_cls": 0.21225170022808015, "loss_fcos_ctr": 0.6144449254497886, "loss_fcos_loc": 0.1740031826775521, "loss_mask": 0.2527366690337658, "loss_maskiou": 0.004518038404057734, "loss_sem_seg": 0.22077772952616215, "lr": 0.001, "mask_rcnn/accuracy": 0.8748653628117914, "mask_rcnn/false_negative": 0.11064770384553319, "mask_rcnn/false_positive": 0.16628881779308424, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.5, "time": 0.7874951865524054, "total_loss": 1.4882614545349497} {"data_time": 0.015786456875503063, "eta_seconds": 39364.875929189846, "iteration": 218379, "loss_fcos_cls": 0.21444994083140045, "loss_fcos_ctr": 0.6165788741782308, "loss_fcos_loc": 0.1787711771321483, "loss_mask": 0.27061631344258785, "loss_maskiou": 0.005742906156228855, "loss_sem_seg": 0.19042934710159898, "lr": 0.001, "mask_rcnn/accuracy": 0.8630903826277283, "mask_rcnn/false_negative": 0.10463430094865381, "mask_rcnn/false_positive": 0.15612543444197433, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.5, "time": 0.7358631687238812, "total_loss": 1.4755739795436966} {"data_time": 0.018638535402715206, "eta_seconds": 39349.62443234585, "iteration": 218399, "loss_fcos_cls": 0.21145407785661519, "loss_fcos_ctr": 0.6152946343645453, "loss_fcos_loc": 0.178074887720868, "loss_mask": 0.2536417949013412, "loss_maskiou": 0.0050392246776027605, "loss_sem_seg": 0.2054313843837008, "lr": 0.001, "mask_rcnn/accuracy": 0.8992039997817309, "mask_rcnn/false_negative": 0.10189481205155876, "mask_rcnn/false_positive": 0.11635032197822945, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 25.5, "time": 0.754517212510109, "total_loss": 1.461240523523884} {"data_time": 0.01717907190322876, "eta_seconds": 39329.52469290979, "iteration": 218419, "loss_fcos_cls": 0.20716500631533563, "loss_fcos_ctr": 0.6177538968622684, "loss_fcos_loc": 0.17074563819915056, "loss_mask": 0.2539009009487927, "loss_maskiou": 0.0051526128336263355, "loss_sem_seg": 0.20507884328253567, "lr": 0.001, "mask_rcnn/accuracy": 0.8958385851655377, "mask_rcnn/false_negative": 0.08586660415312669, "mask_rcnn/false_positive": 0.11738733585410746, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.75, "time": 0.7803301550447941, "total_loss": 1.4758467847059364} {"data_time": 0.017591314390301704, "eta_seconds": 39349.812220137566, "iteration": 218439, "loss_fcos_cls": 0.2093341025756672, "loss_fcos_ctr": 0.6158206770196557, "loss_fcos_loc": 0.18097946397028863, "loss_mask": 0.23790066502988338, "loss_maskiou": 0.0044008954864693806, "loss_sem_seg": 0.18308234121650457, "lr": 0.001, "mask_rcnn/accuracy": 0.9081628580550994, "mask_rcnn/false_negative": 0.08899657693057486, "mask_rcnn/false_positive": 0.11234890048878268, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.75, "time": 0.7681195680052042, "total_loss": 1.4609830256376881} {"data_time": 0.016494193114340305, "eta_seconds": 39341.266696136445, "iteration": 218459, "loss_fcos_cls": 0.21386560634709895, "loss_fcos_ctr": 0.6163135012611747, "loss_fcos_loc": 0.17124030576087534, "loss_mask": 0.26002188865095377, "loss_maskiou": 0.004997275507776067, "loss_sem_seg": 0.22373737080488354, "lr": 0.001, "mask_rcnn/accuracy": 0.8805032093482554, "mask_rcnn/false_negative": 0.09676614124933719, "mask_rcnn/false_positive": 0.12670934850552704, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.5, "time": 0.7660020990297198, "total_loss": 1.51375565341732} {"data_time": 0.017160463146865368, "eta_seconds": 39283.77584194578, "iteration": 218479, "loss_fcos_cls": 0.20897662779316306, "loss_fcos_ctr": 0.6136668515391648, "loss_fcos_loc": 0.17247021477669477, "loss_mask": 0.2627540612593293, "loss_maskiou": 0.004935696153552271, "loss_sem_seg": 0.21188344294205308, "lr": 0.001, "mask_rcnn/accuracy": 0.9038609441301273, "mask_rcnn/false_negative": 0.08916915858543856, "mask_rcnn/false_positive": 0.1006365113449643, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.5, "time": 0.7685945890843868, "total_loss": 1.4805174002758577} {"data_time": 0.016588538885116577, "eta_seconds": 39248.53884043358, "iteration": 218499, "loss_fcos_cls": 0.20011269056703895, "loss_fcos_ctr": 0.6145844468846917, "loss_fcos_loc": 0.1678840178065002, "loss_mask": 0.2557724826037884, "loss_maskiou": 0.0044559360248968005, "loss_sem_seg": 0.20036729634739459, "lr": 0.001, "mask_rcnn/accuracy": 0.903996690270936, "mask_rcnn/false_negative": 0.09212024350331927, "mask_rcnn/false_positive": 0.10021035180381238, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.75, "time": 0.7307918127626181, "total_loss": 1.449296647842857} {"data_time": 0.01731976866722107, "eta_seconds": 39223.89666300174, "iteration": 218519, "loss_fcos_cls": 0.22527713573072106, "loss_fcos_ctr": 0.6170166651718318, "loss_fcos_loc": 0.18041766493115574, "loss_mask": 0.2368258568458259, "loss_maskiou": 0.004901530941424426, "loss_sem_seg": 0.22523979796096683, "lr": 0.001, "mask_rcnn/accuracy": 0.8811306780776826, "mask_rcnn/false_negative": 0.10624206089421316, "mask_rcnn/false_positive": 0.1413445976813575, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 22.25, "time": 0.7381858294829726, "total_loss": 1.493636866187444} {"data_time": 0.015921262092888355, "eta_seconds": 39204.63256154023, "iteration": 218539, "loss_fcos_cls": 0.21719351969659328, "loss_fcos_ctr": 0.6150406040251255, "loss_fcos_loc": 0.17304395756218582, "loss_mask": 0.2599211409687996, "loss_maskiou": 0.005153592477654456, "loss_sem_seg": 0.20785787189379334, "lr": 0.001, "mask_rcnn/accuracy": 0.8720972764105642, "mask_rcnn/false_negative": 0.09255234043224014, "mask_rcnn/false_positive": 0.1602679857595588, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 31.75, "time": 0.742429967969656, "total_loss": 1.4722686783279642} {"data_time": 0.016741967760026455, "eta_seconds": 39186.88563108444, "iteration": 218559, "loss_fcos_cls": 0.21298303687945008, "loss_fcos_ctr": 0.6181102963164449, "loss_fcos_loc": 0.17781050712801516, "loss_mask": 0.2604365674778819, "loss_maskiou": 0.0049472441169200465, "loss_sem_seg": 0.20928908634232357, "lr": 0.001, "mask_rcnn/accuracy": 0.9023498822605965, "mask_rcnn/false_negative": 0.08737902310821377, "mask_rcnn/false_positive": 0.1240697030086623, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.0, "time": 0.7633117213845253, "total_loss": 1.48544991709241} {"data_time": 0.01672609057277441, "eta_seconds": 39161.30673829373, "iteration": 218579, "loss_fcos_cls": 0.21065644081681967, "loss_fcos_ctr": 0.6158078536391258, "loss_fcos_loc": 0.1816731138387695, "loss_mask": 0.25853773718699813, "loss_maskiou": 0.00475087247468764, "loss_sem_seg": 0.21658357349224389, "lr": 0.001, "mask_rcnn/accuracy": 0.8831769314868805, "mask_rcnn/false_negative": 0.08511577611822127, "mask_rcnn/false_positive": 0.1384007891011899, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.75, "time": 0.7620308324694633, "total_loss": 1.5107068652396265} {"data_time": 0.016617863439023495, "eta_seconds": 39126.29201371223, "iteration": 218599, "loss_fcos_cls": 0.20414655446074903, "loss_fcos_ctr": 0.6164520867168903, "loss_fcos_loc": 0.16917899285908788, "loss_mask": 0.24737987760454416, "loss_maskiou": 0.0043036574897996616, "loss_sem_seg": 0.19866275833919644, "lr": 0.001, "mask_rcnn/accuracy": 0.9018146732377161, "mask_rcnn/false_negative": 0.08317076281961791, "mask_rcnn/false_positive": 0.1171540951564394, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7590209087356925, "total_loss": 1.4439922720921459} {"data_time": 0.015211327001452446, "eta_seconds": 39092.95502476394, "iteration": 218619, "loss_fcos_cls": 0.22325297724455595, "loss_fcos_ctr": 0.6135104447603226, "loss_fcos_loc": 0.1779072352219373, "loss_mask": 0.25983049999922514, "loss_maskiou": 0.004615075489709852, "loss_sem_seg": 0.23712060344405472, "lr": 0.001, "mask_rcnn/accuracy": 0.8827410097103358, "mask_rcnn/false_negative": 0.09528098475959182, "mask_rcnn/false_positive": 0.11938652988965509, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.0, "time": 0.755846799351275, "total_loss": 1.4991895274069975} {"data_time": 0.015037795528769493, "eta_seconds": 39077.73813329637, "iteration": 218639, "loss_fcos_cls": 0.21748623787425458, "loss_fcos_ctr": 0.6151147894561291, "loss_fcos_loc": 0.18272706912830472, "loss_mask": 0.2662215712480247, "loss_maskiou": 0.004624184668500675, "loss_sem_seg": 0.20706391637213528, "lr": 0.001, "mask_rcnn/accuracy": 0.878513057765479, "mask_rcnn/false_negative": 0.09236919279488369, "mask_rcnn/false_positive": 0.148334947971092, "roi_head/num_bg_samples": 73.75, "roi_head/num_fg_samples": 29.5, "time": 0.7590332925319672, "total_loss": 1.477560776660539} {"data_time": 0.01611625775694847, "eta_seconds": 39053.01274450496, "iteration": 218659, "loss_fcos_cls": 0.21387619897723198, "loss_fcos_ctr": 0.6171578299254179, "loss_fcos_loc": 0.18079619482159615, "loss_mask": 0.26490083057433367, "loss_maskiou": 0.004799320122401696, "loss_sem_seg": 0.22011098824441433, "lr": 0.001, "mask_rcnn/accuracy": 0.8828628772937747, "mask_rcnn/false_negative": 0.10373052702730531, "mask_rcnn/false_positive": 0.11469516711341864, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.75, "time": 0.7585927676409483, "total_loss": 1.4793645769095747} {"data_time": 0.01657821610569954, "eta_seconds": 39041.41416028608, "iteration": 218679, "loss_fcos_cls": 0.20781229343265295, "loss_fcos_ctr": 0.6158813182264566, "loss_fcos_loc": 0.17536893114447594, "loss_mask": 0.2547699501737952, "loss_maskiou": 0.00463709302857751, "loss_sem_seg": 0.22113248705863953, "lr": 0.001, "mask_rcnn/accuracy": 0.907605022528492, "mask_rcnn/false_negative": 0.07274338179825886, "mask_rcnn/false_positive": 0.10974595026353538, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.7560738325119019, "total_loss": 1.4947293677050766} {"data_time": 0.016718135215342045, "eta_seconds": 38993.139586459845, "iteration": 218699, "loss_fcos_cls": 0.20682574016973376, "loss_fcos_ctr": 0.6166249765083194, "loss_fcos_loc": 0.1727674356661737, "loss_mask": 0.25722829904407263, "loss_maskiou": 0.004611577809555456, "loss_sem_seg": 0.1939481096342206, "lr": 0.001, "mask_rcnn/accuracy": 0.8801885932944606, "mask_rcnn/false_negative": 0.08982893330457076, "mask_rcnn/false_positive": 0.16043110260296722, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 30.75, "time": 0.7503746580332518, "total_loss": 1.4505714953047573} {"data_time": 0.016320752911269665, "eta_seconds": 39016.870567426085, "iteration": 218719, "loss_fcos_cls": 0.20209713838994503, "loss_fcos_ctr": 0.6154151652008295, "loss_fcos_loc": 0.1670248480513692, "loss_mask": 0.2520672492682934, "loss_maskiou": 0.004297869047150016, "loss_sem_seg": 0.2028954760171473, "lr": 0.001, "mask_rcnn/accuracy": 0.880420258165378, "mask_rcnn/false_negative": 0.08062022729146881, "mask_rcnn/false_positive": 0.15716963469420225, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.5, "time": 0.7692218227311969, "total_loss": 1.4413324935521814} {"data_time": 0.01893088687211275, "eta_seconds": 38962.73617164418, "iteration": 218739, "loss_fcos_cls": 0.20996265101712197, "loss_fcos_ctr": 0.6136349351145327, "loss_fcos_loc": 0.1726425284286961, "loss_mask": 0.24540062341839075, "loss_maskiou": 0.004768762111780234, "loss_sem_seg": 0.18926847889088094, "lr": 0.001, "mask_rcnn/accuracy": 0.8925472162549231, "mask_rcnn/false_negative": 0.09755310122847083, "mask_rcnn/false_positive": 0.12904704250144022, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 24.75, "time": 0.7392501961439848, "total_loss": 1.4367969660379458} {"data_time": 0.015609499998390675, "eta_seconds": 38906.02447619755, "iteration": 218759, "loss_fcos_cls": 0.21474514808505774, "loss_fcos_ctr": 0.6176776774227619, "loss_fcos_loc": 0.18638463679235429, "loss_mask": 0.2622054545208812, "loss_maskiou": 0.00522842378995847, "loss_sem_seg": 0.179868578677997, "lr": 0.001, "mask_rcnn/accuracy": 0.8849804881676491, "mask_rcnn/false_negative": 0.10152606457627537, "mask_rcnn/false_positive": 0.11108742817780967, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.5, "time": 0.7603380959481001, "total_loss": 1.4981564262561733} {"data_time": 0.01496853493154049, "eta_seconds": 38917.85877266433, "iteration": 218779, "loss_fcos_cls": 0.21034007531125098, "loss_fcos_ctr": 0.6146430615335703, "loss_fcos_loc": 0.16880450386088341, "loss_mask": 0.25901247188448906, "loss_maskiou": 0.004678845623857342, "loss_sem_seg": 0.20217591989785433, "lr": 0.001, "mask_rcnn/accuracy": 0.8792755187359225, "mask_rcnn/false_negative": 0.09040542978493146, "mask_rcnn/false_positive": 0.1381956840436692, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.25, "time": 0.7611707001924515, "total_loss": 1.4867838548161671} {"data_time": 0.017603296786546707, "eta_seconds": 38875.65346511174, "iteration": 218799, "loss_fcos_cls": 0.2212354636285454, "loss_fcos_ctr": 0.6166288950480521, "loss_fcos_loc": 0.18179128112387843, "loss_mask": 0.2561479997821152, "loss_maskiou": 0.004682746279286221, "loss_sem_seg": 0.21724502090364695, "lr": 0.001, "mask_rcnn/accuracy": 0.8951208761476619, "mask_rcnn/false_negative": 0.09533405532893802, "mask_rcnn/false_positive": 0.11891804321814341, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.75, "time": 0.7555709108710289, "total_loss": 1.5158604105527047} {"data_time": 0.01584164798259735, "eta_seconds": 38849.640622968785, "iteration": 218819, "loss_fcos_cls": 0.2118331033270806, "loss_fcos_ctr": 0.6183430440723896, "loss_fcos_loc": 0.17300094047095627, "loss_mask": 0.2628753576427698, "loss_maskiou": 0.0050072349404217675, "loss_sem_seg": 0.2115550902672112, "lr": 0.001, "mask_rcnn/accuracy": 0.8768233254840397, "mask_rcnn/false_negative": 0.0930268699482929, "mask_rcnn/false_positive": 0.13069818544906858, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.0, "time": 0.7535424716770649, "total_loss": 1.481672859066748} {"data_time": 0.015450339764356613, "eta_seconds": 38838.961550706066, "iteration": 218839, "loss_fcos_cls": 0.21985994942951947, "loss_fcos_ctr": 0.6147145461291075, "loss_fcos_loc": 0.17741075961384922, "loss_mask": 0.26497846376150846, "loss_maskiou": 0.00503481128544081, "loss_sem_seg": 0.22081189998425543, "lr": 0.001, "mask_rcnn/accuracy": 0.9023341609197196, "mask_rcnn/false_negative": 0.06503007064021876, "mask_rcnn/false_positive": 0.14473526020796015, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.0, "time": 0.7617774214595556, "total_loss": 1.488893407597061} {"data_time": 0.016188030131161213, "eta_seconds": 38819.27807387989, "iteration": 218859, "loss_fcos_cls": 0.21338679234031588, "loss_fcos_ctr": 0.6171284336596727, "loss_fcos_loc": 0.17884244536980987, "loss_mask": 0.2602088348940015, "loss_maskiou": 0.004907116286631208, "loss_sem_seg": 0.22202137811109424, "lr": 0.001, "mask_rcnn/accuracy": 0.9018255739795918, "mask_rcnn/false_negative": 0.08005942900157209, "mask_rcnn/false_positive": 0.1168520881989328, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 32.0, "time": 0.7625471102073789, "total_loss": 1.4988658926267817} {"data_time": 0.015592577867209911, "eta_seconds": 38820.80748284329, "iteration": 218879, "loss_fcos_cls": 0.21328160318080336, "loss_fcos_ctr": 0.6163998213596642, "loss_fcos_loc": 0.1759582469239831, "loss_mask": 0.2628396824002266, "loss_maskiou": 0.005139263317687437, "loss_sem_seg": 0.19998341496102512, "lr": 0.001, "mask_rcnn/accuracy": 0.8861368442134288, "mask_rcnn/false_negative": 0.10551370133176344, "mask_rcnn/false_positive": 0.13592183711649056, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 29.5, "time": 0.7777117127552629, "total_loss": 1.4691244861242012} {"data_time": 0.016332083381712437, "eta_seconds": 38809.229344230145, "iteration": 218899, "loss_fcos_cls": 0.2128901113756001, "loss_fcos_ctr": 0.6150493891909719, "loss_fcos_loc": 0.1741279229754582, "loss_mask": 0.2567636827006936, "loss_maskiou": 0.004988610340660671, "loss_sem_seg": 0.20774929923936725, "lr": 0.001, "mask_rcnn/accuracy": 0.8722087637915863, "mask_rcnn/false_negative": 0.10818158614418988, "mask_rcnn/false_positive": 0.14864478778134466, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.75, "time": 0.7730354052037001, "total_loss": 1.482141892069194} {"data_time": 0.016576816327869892, "eta_seconds": 38773.73425024655, "iteration": 218919, "loss_fcos_cls": 0.21160894283093512, "loss_fcos_ctr": 0.61827357346192, "loss_fcos_loc": 0.17210099566727877, "loss_mask": 0.24862360069528222, "loss_maskiou": 0.004586583192576654, "loss_sem_seg": 0.20038552256301045, "lr": 0.001, "mask_rcnn/accuracy": 0.9063747477012783, "mask_rcnn/false_negative": 0.08693495066130594, "mask_rcnn/false_positive": 0.09180442116861322, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.0, "time": 0.7480792645365, "total_loss": 1.4420406859208015} {"data_time": 0.01575124729424715, "eta_seconds": 38794.25053354446, "iteration": 218939, "loss_fcos_cls": 0.21824242221191525, "loss_fcos_ctr": 0.6126952860504389, "loss_fcos_loc": 0.16984741191845387, "loss_mask": 0.2483649868518114, "loss_maskiou": 0.004970879905158654, "loss_sem_seg": 0.19990498898550868, "lr": 0.001, "mask_rcnn/accuracy": 0.8893053566455822, "mask_rcnn/false_negative": 0.08330809888232102, "mask_rcnn/false_positive": 0.15090016781896912, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.75, "time": 0.7769382623955607, "total_loss": 1.4516634568662994} {"data_time": 0.016650769859552383, "eta_seconds": 38797.21127499454, "iteration": 218959, "loss_fcos_cls": 0.2114830994978547, "loss_fcos_ctr": 0.618261456489563, "loss_fcos_loc": 0.17297207773663104, "loss_mask": 0.26897597312927246, "loss_maskiou": 0.005044207420723978, "loss_sem_seg": 0.21113013534341007, "lr": 0.001, "mask_rcnn/accuracy": 0.8873528174936922, "mask_rcnn/false_negative": 0.10120264459335071, "mask_rcnn/false_positive": 0.1359823360778149, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.76766521576792, "total_loss": 1.475978394937556} {"data_time": 0.016076995991170406, "eta_seconds": 38782.00890385173, "iteration": 218979, "loss_fcos_cls": 0.20815813378430903, "loss_fcos_ctr": 0.618375358171761, "loss_fcos_loc": 0.17904973693657666, "loss_mask": 0.24732891004532576, "loss_maskiou": 0.004604511672368972, "loss_sem_seg": 0.1968391800764948, "lr": 0.001, "mask_rcnn/accuracy": 0.8744674390026281, "mask_rcnn/false_negative": 0.11660594326713655, "mask_rcnn/false_positive": 0.1046837093705795, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.5, "time": 0.7346353530883789, "total_loss": 1.4575141707609873} {"data_time": 0.01738011185079813, "eta_seconds": 38748.66476295609, "iteration": 218999, "loss_fcos_cls": 0.2176565423142165, "loss_fcos_ctr": 0.6163397450000048, "loss_fcos_loc": 0.17079129366902635, "loss_mask": 0.24810171918943524, "loss_maskiou": 0.004978854150976986, "loss_sem_seg": 0.19994315039366484, "lr": 0.001, "mask_rcnn/accuracy": 0.8865528922608004, "mask_rcnn/false_negative": 0.08018884345135238, "mask_rcnn/false_positive": 0.1295154469401837, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7602528976276517, "total_loss": 1.4818824618887447} {"data_time": 0.017544263042509556, "eta_seconds": 38714.49279714469, "iteration": 219019, "loss_fcos_cls": 0.20732387760654092, "loss_fcos_ctr": 0.6165650580078363, "loss_fcos_loc": 0.17502862954279408, "loss_mask": 0.25621451856568456, "loss_maskiou": 0.004451956989214523, "loss_sem_seg": 0.20306282927049324, "lr": 0.001, "mask_rcnn/accuracy": 0.8960065604038818, "mask_rcnn/false_negative": 0.08628149043946273, "mask_rcnn/false_positive": 0.11391773516475207, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.25, "time": 0.7643323726952076, "total_loss": 1.4508127872250043} {"data_time": 0.017660983838140965, "eta_seconds": 38702.90476920828, "iteration": 219039, "loss_fcos_cls": 0.21350036771036685, "loss_fcos_ctr": 0.6175400614738464, "loss_fcos_loc": 0.16964111263223458, "loss_mask": 0.25979936867952347, "loss_maskiou": 0.004763951961649582, "loss_sem_seg": 0.21855554403737187, "lr": 0.001, "mask_rcnn/accuracy": 0.8835830374469538, "mask_rcnn/false_negative": 0.09022888908726096, "mask_rcnn/false_positive": 0.12717668162454698, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.25, "time": 0.7702709827572107, "total_loss": 1.4860070710892614} {"data_time": 0.015144597738981247, "eta_seconds": 38684.117172659375, "iteration": 219059, "loss_fcos_cls": 0.20082541392184794, "loss_fcos_ctr": 0.6166045423597097, "loss_fcos_loc": 0.17306726519018412, "loss_mask": 0.2529595699161291, "loss_maskiou": 0.005360057177313138, "loss_sem_seg": 0.23049316718243062, "lr": 0.001, "mask_rcnn/accuracy": 0.8682961556715709, "mask_rcnn/false_negative": 0.11538438540458264, "mask_rcnn/false_positive": 0.1436086468072954, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 35.75, "time": 0.7549557164311409, "total_loss": 1.472875185740122} {"data_time": 0.016531229950487614, "eta_seconds": 38663.05638751108, "iteration": 219079, "loss_fcos_cls": 0.2052379061933607, "loss_fcos_ctr": 0.6150849959813058, "loss_fcos_loc": 0.17515268787974492, "loss_mask": 0.2606168589554727, "loss_maskiou": 0.004902618646156043, "loss_sem_seg": 0.21414247108623385, "lr": 0.001, "mask_rcnn/accuracy": 0.8961127308066084, "mask_rcnn/false_negative": 0.08792321572102008, "mask_rcnn/false_positive": 0.1376293983013504, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.25, "time": 0.7486936477944255, "total_loss": 1.464657588825503} {"data_time": 0.018820366822183132, "eta_seconds": 38653.74154817406, "iteration": 219099, "loss_fcos_cls": 0.2125826824340038, "loss_fcos_ctr": 0.6180091528221965, "loss_fcos_loc": 0.17061678087338805, "loss_mask": 0.25623452477157116, "loss_maskiou": 0.0047549940027238335, "loss_sem_seg": 0.19643464940600097, "lr": 0.001, "mask_rcnn/accuracy": 0.8814380991984792, "mask_rcnn/false_negative": 0.08393278675967111, "mask_rcnn/false_positive": 0.14603218862547096, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.5, "time": 0.7608384657651186, "total_loss": 1.4793432222650154} {"data_time": 0.017363011837005615, "eta_seconds": 38617.18298457004, "iteration": 219119, "loss_fcos_cls": 0.21223190432647243, "loss_fcos_ctr": 0.6157463788986206, "loss_fcos_loc": 0.17314113059546798, "loss_mask": 0.2530179559253156, "loss_maskiou": 0.004495139597565867, "loss_sem_seg": 0.21760827070102096, "lr": 0.001, "mask_rcnn/accuracy": 0.9086346495119787, "mask_rcnn/false_negative": 0.08114757710493173, "mask_rcnn/false_positive": 0.1299899342557732, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.75, "time": 0.7376479543745518, "total_loss": 1.4550567808091728} {"data_time": 0.01823918242007494, "eta_seconds": 38604.64860159345, "iteration": 219139, "loss_fcos_cls": 0.21382768487092108, "loss_fcos_ctr": 0.6144044511020184, "loss_fcos_loc": 0.1701694621006027, "loss_mask": 0.2425623289309442, "loss_maskiou": 0.004420291195856407, "loss_sem_seg": 0.19700340367853642, "lr": 0.001, "mask_rcnn/accuracy": 0.896734022556391, "mask_rcnn/false_negative": 0.09812076373575895, "mask_rcnn/false_positive": 0.11223986132135985, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.7744165724143386, "total_loss": 1.4563687744630442} {"data_time": 0.017415751703083515, "eta_seconds": 38534.24041137658, "iteration": 219159, "loss_fcos_cls": 0.20186034450307488, "loss_fcos_ctr": 0.6170868007466197, "loss_fcos_loc": 0.17707665299531072, "loss_mask": 0.25884018978103995, "loss_maskiou": 0.0050904566851386335, "loss_sem_seg": 0.22635004483163357, "lr": 0.001, "mask_rcnn/accuracy": 0.8717704823865029, "mask_rcnn/false_negative": 0.09023532802833714, "mask_rcnn/false_positive": 0.14182482453595224, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 24.0, "time": 0.7477862164378166, "total_loss": 1.5085067716427147} {"data_time": 0.017470729537308216, "eta_seconds": 38512.8361092601, "iteration": 219179, "loss_fcos_cls": 0.21724429191090167, "loss_fcos_ctr": 0.6173654533922672, "loss_fcos_loc": 0.1781729757785797, "loss_mask": 0.26181655656546354, "loss_maskiou": 0.0050283842865610495, "loss_sem_seg": 0.21754719852469862, "lr": 0.001, "mask_rcnn/accuracy": 0.8815308046710063, "mask_rcnn/false_negative": 0.10717582668709108, "mask_rcnn/false_positive": 0.13882066639835572, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7510666074231267, "total_loss": 1.5378750036179554} {"data_time": 0.01591602712869644, "eta_seconds": 38497.114650182426, "iteration": 219199, "loss_fcos_cls": 0.20800226950086653, "loss_fcos_ctr": 0.6174942525103688, "loss_fcos_loc": 0.17106004734523594, "loss_mask": 0.24913734942674637, "loss_maskiou": 0.00455083858105354, "loss_sem_seg": 0.20136663620360196, "lr": 0.001, "mask_rcnn/accuracy": 0.9020280550892796, "mask_rcnn/false_negative": 0.08113862605171918, "mask_rcnn/false_positive": 0.11417466256151057, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.25, "time": 0.7674069181084633, "total_loss": 1.4581020311597968} {"data_time": 0.017339021898806095, "eta_seconds": 38480.21200823877, "iteration": 219219, "loss_fcos_cls": 0.2143220689613372, "loss_fcos_ctr": 0.6173778036609292, "loss_fcos_loc": 0.1726574517088011, "loss_mask": 0.23569653369486332, "loss_maskiou": 0.004388654146168847, "loss_sem_seg": 0.21948750875890255, "lr": 0.001, "mask_rcnn/accuracy": 0.8767124534655426, "mask_rcnn/false_negative": 0.10017964387291342, "mask_rcnn/false_positive": 0.1348549345379451, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.25, "time": 0.7664770260453224, "total_loss": 1.4884077560564037} {"data_time": 0.01621159538626671, "eta_seconds": 38466.80255817622, "iteration": 219239, "loss_fcos_cls": 0.21411215525586158, "loss_fcos_ctr": 0.6197483981959522, "loss_fcos_loc": 0.1789775979705155, "loss_mask": 0.26103659998625517, "loss_maskiou": 0.004849524913879577, "loss_sem_seg": 0.19822418433614075, "lr": 0.001, "mask_rcnn/accuracy": 0.8659873432131473, "mask_rcnn/false_negative": 0.10882146563525016, "mask_rcnn/false_positive": 0.131291431740375, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 30.25, "time": 0.7572974702343345, "total_loss": 1.4954856535987346} {"data_time": 0.016690654680132866, "eta_seconds": 38442.10623366758, "iteration": 219259, "loss_fcos_cls": 0.20959456183481961, "loss_fcos_ctr": 0.6161926425993443, "loss_fcos_loc": 0.16981177462730557, "loss_mask": 0.26964194839820266, "loss_maskiou": 0.004914512639516033, "loss_sem_seg": 0.22215323615819216, "lr": 0.001, "mask_rcnn/accuracy": 0.8903586434573829, "mask_rcnn/false_negative": 0.09499169385867348, "mask_rcnn/false_positive": 0.1336454764286325, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7550440533086658, "total_loss": 1.4894860420899931} {"data_time": 0.01614262256771326, "eta_seconds": 38437.05476668663, "iteration": 219279, "loss_fcos_cls": 0.21191777917556465, "loss_fcos_ctr": 0.6197746573016047, "loss_fcos_loc": 0.1804090964142233, "loss_mask": 0.2637145323678851, "loss_maskiou": 0.00500618688238319, "loss_sem_seg": 0.2068958878517151, "lr": 0.001, "mask_rcnn/accuracy": 0.9080863333095477, "mask_rcnn/false_negative": 0.07583365401003635, "mask_rcnn/false_positive": 0.11166312278375973, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 24.25, "time": 0.7812293292954564, "total_loss": 1.486807884350128} {"data_time": 0.015332591719925404, "eta_seconds": 38421.33442016691, "iteration": 219299, "loss_fcos_cls": 0.2135888721095398, "loss_fcos_ctr": 0.6170835895463824, "loss_fcos_loc": 0.17369761684676632, "loss_mask": 0.2560420036315918, "loss_maskiou": 0.0049488700678921305, "loss_sem_seg": 0.19795148074626923, "lr": 0.001, "mask_rcnn/accuracy": 0.9021201028488319, "mask_rcnn/false_negative": 0.08902978358658886, "mask_rcnn/false_positive": 0.09635292952841529, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 30.25, "time": 0.744418210349977, "total_loss": 1.4488862556027016} {"data_time": 0.016451739706099033, "eta_seconds": 38404.435217690654, "iteration": 219319, "loss_fcos_cls": 0.20718757988652214, "loss_fcos_ctr": 0.6168741956353188, "loss_fcos_loc": 0.17752754967659712, "loss_mask": 0.2514778394252062, "loss_maskiou": 0.004900290637124272, "loss_sem_seg": 0.2313470698427409, "lr": 0.001, "mask_rcnn/accuracy": 0.8864318996747409, "mask_rcnn/false_negative": 0.08948169392387109, "mask_rcnn/false_positive": 0.12693896456911558, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.0, "time": 0.7637658584862947, "total_loss": 1.495353780035657} {"data_time": 0.01696616131812334, "eta_seconds": 38392.11076355819, "iteration": 219339, "loss_fcos_cls": 0.21030732966028154, "loss_fcos_ctr": 0.6163309589028358, "loss_fcos_loc": 0.18181940825888887, "loss_mask": 0.25362753588706255, "loss_maskiou": 0.0048337950283894315, "loss_sem_seg": 0.19669588841497898, "lr": 0.001, "mask_rcnn/accuracy": 0.8884810573165436, "mask_rcnn/false_negative": 0.08929334601950824, "mask_rcnn/false_positive": 0.14333825039603532, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.25, "time": 0.7464660350233316, "total_loss": 1.4704831397466478} {"data_time": 0.01735292375087738, "eta_seconds": 38359.63000543974, "iteration": 219359, "loss_fcos_cls": 0.21281497552990913, "loss_fcos_ctr": 0.6142825288698077, "loss_fcos_loc": 0.17400469537824392, "loss_mask": 0.25137005653232336, "loss_maskiou": 0.005559807854297105, "loss_sem_seg": 0.20516413287259638, "lr": 0.001, "mask_rcnn/accuracy": 0.8949303801788273, "mask_rcnn/false_negative": 0.09446950320533881, "mask_rcnn/false_positive": 0.11839534179286915, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 25.75, "time": 0.7504194686189294, "total_loss": 1.4797173230253975} {"data_time": 0.01730335596948862, "eta_seconds": 38358.969143361785, "iteration": 219379, "loss_fcos_cls": 0.2134071262262296, "loss_fcos_ctr": 0.6176110925152898, "loss_fcos_loc": 0.17409251729259267, "loss_mask": 0.2521054823882878, "loss_maskiou": 0.004308982512156945, "loss_sem_seg": 0.20134036568924785, "lr": 0.001, "mask_rcnn/accuracy": 0.8992951890684504, "mask_rcnn/false_negative": 0.08300338982571895, "mask_rcnn/false_positive": 0.11536099792926092, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7634547045454383, "total_loss": 1.4803587810165482} {"data_time": 0.015620769001543522, "eta_seconds": 38346.64133646805, "iteration": 219399, "loss_fcos_cls": 0.21406378678511828, "loss_fcos_ctr": 0.6171950735151768, "loss_fcos_loc": 0.17471871781162918, "loss_mask": 0.2559408890083432, "loss_maskiou": 0.00464146360536688, "loss_sem_seg": 0.1840177671983838, "lr": 0.001, "mask_rcnn/accuracy": 0.8955025785129707, "mask_rcnn/false_negative": 0.06433420012021224, "mask_rcnn/false_positive": 0.13081921727557502, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 21.75, "time": 0.7658720975741744, "total_loss": 1.4562151596910553} {"data_time": 0.014269881881773472, "eta_seconds": 38330.960887083784, "iteration": 219419, "loss_fcos_cls": 0.21228359534870833, "loss_fcos_ctr": 0.6172757344320416, "loss_fcos_loc": 0.17502464161952958, "loss_mask": 0.25218560732901096, "loss_maskiou": 0.004725435093860142, "loss_sem_seg": 0.19749821699224412, "lr": 0.001, "mask_rcnn/accuracy": 0.8927108180934711, "mask_rcnn/false_negative": 0.09051629553781079, "mask_rcnn/false_positive": 0.1373863754358428, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.75, "time": 0.7653057062998414, "total_loss": 1.4599821895826608} {"data_time": 0.015270606614649296, "eta_seconds": 38315.24209814519, "iteration": 219439, "loss_fcos_cls": 0.21122338389977813, "loss_fcos_ctr": 0.6179708736017346, "loss_fcos_loc": 0.18078893172787502, "loss_mask": 0.25619452027603984, "loss_maskiou": 0.004913105251034722, "loss_sem_seg": 0.20316896471194923, "lr": 0.001, "mask_rcnn/accuracy": 0.8709650245233229, "mask_rcnn/false_negative": 0.08819273027190365, "mask_rcnn/false_positive": 0.1576128586628543, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7607371369376779, "total_loss": 1.4650612372424803} {"data_time": 0.01649155281484127, "eta_seconds": 38290.337625126354, "iteration": 219459, "loss_fcos_cls": 0.2093929590191692, "loss_fcos_ctr": 0.6187183009460568, "loss_fcos_loc": 0.178715008078143, "loss_mask": 0.25983221363276243, "loss_maskiou": 0.005244678715826012, "loss_sem_seg": 0.1819253044668585, "lr": 0.001, "mask_rcnn/accuracy": 0.8990889092791268, "mask_rcnn/false_negative": 0.08301477696369904, "mask_rcnn/false_positive": 0.12468965551610377, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7511438652873039, "total_loss": 1.466811523976503} {"data_time": 0.01687197107821703, "eta_seconds": 38270.44708372373, "iteration": 219479, "loss_fcos_cls": 0.2113686999073252, "loss_fcos_ctr": 0.6140377381816506, "loss_fcos_loc": 0.17128354008309543, "loss_mask": 0.24437556136399508, "loss_maskiou": 0.004522649585851468, "loss_sem_seg": 0.19663118571043015, "lr": 0.001, "mask_rcnn/accuracy": 0.8973711040538664, "mask_rcnn/false_negative": 0.09079252401533014, "mask_rcnn/false_positive": 0.11472852148224597, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.25, "time": 0.7689562356099486, "total_loss": 1.4455963839645847} {"data_time": 0.0155871557071805, "eta_seconds": 38268.036994704045, "iteration": 219499, "loss_fcos_cls": 0.2234749598428607, "loss_fcos_ctr": 0.6175778163596988, "loss_fcos_loc": 0.17258800566196442, "loss_mask": 0.24193341843783855, "loss_maskiou": 0.004645472909032833, "loss_sem_seg": 0.20717472955584526, "lr": 0.001, "mask_rcnn/accuracy": 0.8881801040574333, "mask_rcnn/false_negative": 0.09735831581234777, "mask_rcnn/false_positive": 0.11777466239559484, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 34.25, "time": 0.7591831786558032, "total_loss": 1.4762425671870005} {"data_time": 0.016079570166766644, "eta_seconds": 38255.17954451032, "iteration": 219519, "loss_fcos_cls": 0.20950554666342214, "loss_fcos_ctr": 0.6156561560928822, "loss_fcos_loc": 0.17666289466433227, "loss_mask": 0.2510475730523467, "loss_maskiou": 0.004726892495455104, "loss_sem_seg": 0.18882528459653258, "lr": 0.001, "mask_rcnn/accuracy": 0.9013415634110787, "mask_rcnn/false_negative": 0.11170334672899415, "mask_rcnn/false_positive": 0.12240246562925827, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 20.5, "time": 0.7371565159410238, "total_loss": 1.4651471540419152} {"data_time": 0.017058814875781536, "eta_seconds": 38257.323764787056, "iteration": 219539, "loss_fcos_cls": 0.21419529744889587, "loss_fcos_ctr": 0.6184260603040457, "loss_fcos_loc": 0.184877599356696, "loss_mask": 0.26513786846771836, "loss_maskiou": 0.005300172095303424, "loss_sem_seg": 0.21717763983178884, "lr": 0.001, "mask_rcnn/accuracy": 0.8719777954471832, "mask_rcnn/false_negative": 0.08692028927229499, "mask_rcnn/false_positive": 0.14734568914583024, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.5, "time": 0.7752140583470464, "total_loss": 1.5113850105408346} {"data_time": 0.015601213090121746, "eta_seconds": 38233.854757820256, "iteration": 219559, "loss_fcos_cls": 0.20903136022388935, "loss_fcos_ctr": 0.6198471924290061, "loss_fcos_loc": 0.19182794424705207, "loss_mask": 0.26720584696158767, "loss_maskiou": 0.004671993447118439, "loss_sem_seg": 0.2095098732970655, "lr": 0.001, "mask_rcnn/accuracy": 0.883296239414133, "mask_rcnn/false_negative": 0.10013399199058998, "mask_rcnn/false_positive": 0.14134860691850198, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7640271307900548, "total_loss": 1.4979012276962749} {"data_time": 0.01563156023621559, "eta_seconds": 38231.96104414947, "iteration": 219579, "loss_fcos_cls": 0.2100753349950537, "loss_fcos_ctr": 0.6178869176656008, "loss_fcos_loc": 0.17691250378265977, "loss_mask": 0.25715075992047787, "loss_maskiou": 0.00444793811038835, "loss_sem_seg": 0.20829853555187583, "lr": 0.001, "mask_rcnn/accuracy": 0.8683025591188857, "mask_rcnn/false_negative": 0.0924630758156211, "mask_rcnn/false_positive": 0.16727669351426305, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.0, "time": 0.767201223410666, "total_loss": 1.4806120926441508} {"data_time": 0.015860755927860737, "eta_seconds": 38233.131161524914, "iteration": 219599, "loss_fcos_cls": 0.22167348442599177, "loss_fcos_ctr": 0.6179666835814714, "loss_fcos_loc": 0.17381662013940513, "loss_mask": 0.24113250337541103, "loss_maskiou": 0.004226892218866851, "loss_sem_seg": 0.20968458987772465, "lr": 0.001, "mask_rcnn/accuracy": 0.9104738206758114, "mask_rcnn/false_negative": 0.0837200748321271, "mask_rcnn/false_positive": 0.09997931903296284, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 21.5, "time": 0.7632907349616289, "total_loss": 1.4869951140426565} {"data_time": 0.017048144713044167, "eta_seconds": 38226.595106749795, "iteration": 219619, "loss_fcos_cls": 0.21656041056849062, "loss_fcos_ctr": 0.6175138112157583, "loss_fcos_loc": 0.17508156993426383, "loss_mask": 0.25818029837682843, "loss_maskiou": 0.004769657905853819, "loss_sem_seg": 0.20994488522410393, "lr": 0.001, "mask_rcnn/accuracy": 0.8897468751938465, "mask_rcnn/false_negative": 0.1041241372712597, "mask_rcnn/false_positive": 0.12819472797663392, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.0, "time": 0.7603357853367925, "total_loss": 1.4857090694422368} {"data_time": 0.016708824783563614, "eta_seconds": 38216.93858421408, "iteration": 219639, "loss_fcos_cls": 0.20480253780260682, "loss_fcos_ctr": 0.6168451020494103, "loss_fcos_loc": 0.17212196928448975, "loss_mask": 0.2701036334037781, "loss_maskiou": 0.004680706093495246, "loss_sem_seg": 0.2116198791190982, "lr": 0.001, "mask_rcnn/accuracy": 0.883611808897355, "mask_rcnn/false_negative": 0.09964892658431226, "mask_rcnn/false_positive": 0.13159655816178317, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.5, "time": 0.763350130058825, "total_loss": 1.4646764662065834} {"data_time": 0.01582183688879013, "eta_seconds": 38207.106740533374, "iteration": 219659, "loss_fcos_cls": 0.20958632277324796, "loss_fcos_ctr": 0.6188493268564343, "loss_fcos_loc": 0.17410932783968747, "loss_mask": 0.2638566344976425, "loss_maskiou": 0.004576342427753843, "loss_sem_seg": 0.1974783951882273, "lr": 0.001, "mask_rcnn/accuracy": 0.8864054594514559, "mask_rcnn/false_negative": 0.10730469226600384, "mask_rcnn/false_positive": 0.13159787962382682, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.0, "time": 0.760770614258945, "total_loss": 1.4476552252890542} {"data_time": 0.017505809664726257, "eta_seconds": 38206.271229376085, "iteration": 219679, "loss_fcos_cls": 0.21258050994947553, "loss_fcos_ctr": 0.6160004120320082, "loss_fcos_loc": 0.17499045131262392, "loss_mask": 0.261236778460443, "loss_maskiou": 0.004961113911122084, "loss_sem_seg": 0.22251157276332378, "lr": 0.001, "mask_rcnn/accuracy": 0.8798662991982507, "mask_rcnn/false_negative": 0.10452650216102312, "mask_rcnn/false_positive": 0.14048796910842504, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7834946000948548, "total_loss": 1.5023727769657853} {"data_time": 0.016414673998951912, "eta_seconds": 38232.71411079168, "iteration": 219699, "loss_fcos_cls": 0.21509017620701343, "loss_fcos_ctr": 0.615740436129272, "loss_fcos_loc": 0.17786117433570325, "loss_mask": 0.26012373995035887, "loss_maskiou": 0.004972785420250148, "loss_sem_seg": 0.20120950508862734, "lr": 0.001, "mask_rcnn/accuracy": 0.8772535661551442, "mask_rcnn/false_negative": 0.07655691655070601, "mask_rcnn/false_positive": 0.1571940953377747, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 28.25, "time": 0.7749831434339285, "total_loss": 1.4855703380744671} {"data_time": 0.014585529454052448, "eta_seconds": 38190.10833034292, "iteration": 219719, "loss_fcos_cls": 0.2033314739819616, "loss_fcos_ctr": 0.6156666344031692, "loss_fcos_loc": 0.1699753567809239, "loss_mask": 0.24988239677622914, "loss_maskiou": 0.00488813262199983, "loss_sem_seg": 0.20329328393563628, "lr": 0.001, "mask_rcnn/accuracy": 0.8869986631016042, "mask_rcnn/false_negative": 0.08061343186016072, "mask_rcnn/false_positive": 0.1278797273742854, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 26.25, "time": 0.7519798716530204, "total_loss": 1.4365832806870458} {"data_time": 0.015492021106183529, "eta_seconds": 38194.80099137314, "iteration": 219739, "loss_fcos_cls": 0.2173384407069534, "loss_fcos_ctr": 0.6181453024037182, "loss_fcos_loc": 0.18014140569721349, "loss_mask": 0.251070543192327, "loss_maskiou": 0.004380125556053827, "loss_sem_seg": 0.23673773370683193, "lr": 0.001, "mask_rcnn/accuracy": 0.9005935034199879, "mask_rcnn/false_negative": 0.08286829699469653, "mask_rcnn/false_positive": 0.1095402968554402, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 24.75, "time": 0.7563591506332159, "total_loss": 1.5243237247086654} {"data_time": 0.01464125793427229, "eta_seconds": 38225.198749146424, "iteration": 219759, "loss_fcos_cls": 0.2134918780066073, "loss_fcos_ctr": 0.6184317925944924, "loss_fcos_loc": 0.17880337196402252, "loss_mask": 0.26013333862647414, "loss_maskiou": 0.0047459316192544065, "loss_sem_seg": 0.21736431261524558, "lr": 0.001, "mask_rcnn/accuracy": 0.8670523566569486, "mask_rcnn/false_negative": 0.10351784623085152, "mask_rcnn/false_positive": 0.13754028537726012, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 37.5, "time": 0.7801428260281682, "total_loss": 1.4651053686757223} {"data_time": 0.015685628168284893, "eta_seconds": 38237.21633917652, "iteration": 219779, "loss_fcos_cls": 0.22090593515895307, "loss_fcos_ctr": 0.6194289028644562, "loss_fcos_loc": 0.1818737433059141, "loss_mask": 0.2557470556348562, "loss_maskiou": 0.004318415813031606, "loss_sem_seg": 0.19184763357043266, "lr": 0.001, "mask_rcnn/accuracy": 0.8829004303807573, "mask_rcnn/false_negative": 0.0882819510537169, "mask_rcnn/false_positive": 0.12721412810219335, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7724429182708263, "total_loss": 1.4793458648855449} {"data_time": 0.017671109177172184, "eta_seconds": 38267.39900036063, "iteration": 219799, "loss_fcos_cls": 0.20845956972334534, "loss_fcos_ctr": 0.6160340066999197, "loss_fcos_loc": 0.17180715559516102, "loss_mask": 0.2567785754799843, "loss_maskiou": 0.004525965210632421, "loss_sem_seg": 0.19994119135662913, "lr": 0.001, "mask_rcnn/accuracy": 0.8939749858276644, "mask_rcnn/false_negative": 0.07459173222168605, "mask_rcnn/false_positive": 0.13498806745983322, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.25, "time": 0.7860584268346429, "total_loss": 1.4712800719717052} {"data_time": 0.015092016197741032, "eta_seconds": 38255.030409847386, "iteration": 219819, "loss_fcos_cls": 0.20977734215557575, "loss_fcos_ctr": 0.6177240172401071, "loss_fcos_loc": 0.16983341611921787, "loss_mask": 0.2639231663197279, "loss_maskiou": 0.005366792138374876, "loss_sem_seg": 0.20575049566105008, "lr": 0.001, "mask_rcnn/accuracy": 0.8689193987454137, "mask_rcnn/false_negative": 0.10538466855602405, "mask_rcnn/false_positive": 0.1690815074588083, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7646698420867324, "total_loss": 1.4726309811703686} {"data_time": 0.01773180067539215, "eta_seconds": 38235.01121743396, "iteration": 219839, "loss_fcos_cls": 0.2149679351132363, "loss_fcos_ctr": 0.6120244059711695, "loss_fcos_loc": 0.17086568736704066, "loss_mask": 0.248963906429708, "loss_maskiou": 0.005079932467197068, "loss_sem_seg": 0.20007748459465802, "lr": 0.001, "mask_rcnn/accuracy": 0.8900934801144177, "mask_rcnn/false_negative": 0.08532607366927458, "mask_rcnn/false_positive": 0.1375668106276262, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.75, "time": 0.7437772899866104, "total_loss": 1.4513460722009768} {"data_time": 0.01674009021371603, "eta_seconds": 38226.45412288979, "iteration": 219859, "loss_fcos_cls": 0.20880881533958018, "loss_fcos_ctr": 0.6150244763121009, "loss_fcos_loc": 0.17819476150907576, "loss_mask": 0.2561755399219692, "loss_maskiou": 0.0043262913095531985, "loss_sem_seg": 0.18902021291432902, "lr": 0.001, "mask_rcnn/accuracy": 0.8749566223250433, "mask_rcnn/false_negative": 0.10717271615316301, "mask_rcnn/false_positive": 0.14414759004981326, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.7818432282656431, "total_loss": 1.450170289594098} {"data_time": 0.017660701647400856, "eta_seconds": 38209.28995380644, "iteration": 219879, "loss_fcos_cls": 0.20371749391779304, "loss_fcos_ctr": 0.6129330256953835, "loss_fcos_loc": 0.1704682616982609, "loss_mask": 0.2553665186278522, "loss_maskiou": 0.0047232163124135695, "loss_sem_seg": 0.22448992123827338, "lr": 0.001, "mask_rcnn/accuracy": 0.8715708009394234, "mask_rcnn/false_negative": 0.09852854777354296, "mask_rcnn/false_positive": 0.14067802137673677, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.5, "time": 0.778083517216146, "total_loss": 1.480830384643923} {"data_time": 0.01573370397090912, "eta_seconds": 38180.33544380963, "iteration": 219899, "loss_fcos_cls": 0.20212162123061717, "loss_fcos_ctr": 0.6146152468863875, "loss_fcos_loc": 0.17394402041099966, "loss_mask": 0.2542991195805371, "loss_maskiou": 0.004352894404291874, "loss_sem_seg": 0.20730340480804443, "lr": 0.001, "mask_rcnn/accuracy": 0.9026230631141345, "mask_rcnn/false_negative": 0.0733359945116421, "mask_rcnn/false_positive": 0.12544239704405985, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.25, "time": 0.7436831872910261, "total_loss": 1.4729515514627565} {"data_time": 0.01634309533983469, "eta_seconds": 38177.09702427685, "iteration": 219919, "loss_fcos_cls": 0.2157673235051334, "loss_fcos_ctr": 0.6160457991063595, "loss_fcos_loc": 0.17800934333354235, "loss_mask": 0.2530130222439766, "loss_maskiou": 0.004739561198221054, "loss_sem_seg": 0.2106914259493351, "lr": 0.001, "mask_rcnn/accuracy": 0.8922151084459758, "mask_rcnn/false_negative": 0.09188014845292714, "mask_rcnn/false_positive": 0.12337111317346863, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.0, "time": 0.765728740952909, "total_loss": 1.490768988864147} {"data_time": 0.01704064942896366, "eta_seconds": 38156.22270283755, "iteration": 219939, "loss_fcos_cls": 0.21369997900910676, "loss_fcos_ctr": 0.6154828714206815, "loss_fcos_loc": 0.17346503294538707, "loss_mask": 0.2561619598418474, "loss_maskiou": 0.004688695509685203, "loss_sem_seg": 0.20779054425656796, "lr": 0.001, "mask_rcnn/accuracy": 0.8767373599029775, "mask_rcnn/false_negative": 0.08015051202736215, "mask_rcnn/false_positive": 0.16623346937143668, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.75, "time": 0.7582169016823173, "total_loss": 1.4747824452824716} {"data_time": 0.01805526576936245, "eta_seconds": 38134.6114038378, "iteration": 219959, "loss_fcos_cls": 0.20798543188720942, "loss_fcos_ctr": 0.6164189055562019, "loss_fcos_loc": 0.17748873820528388, "loss_mask": 0.2602629866451025, "loss_maskiou": 0.004904215267742984, "loss_sem_seg": 0.21009683958254755, "lr": 0.001, "mask_rcnn/accuracy": 0.8919342335327706, "mask_rcnn/false_negative": 0.10522630534674787, "mask_rcnn/false_positive": 0.11104282930839988, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 21.5, "time": 0.764594585634768, "total_loss": 1.512694736738922} {"data_time": 0.015393746085464954, "eta_seconds": 38133.05586040486, "iteration": 219979, "loss_fcos_cls": 0.2109395203879103, "loss_fcos_ctr": 0.6194704072549939, "loss_fcos_loc": 0.18784076964948326, "loss_mask": 0.26200306601822376, "loss_maskiou": 0.004631622461602092, "loss_sem_seg": 0.18200502963736653, "lr": 0.001, "mask_rcnn/accuracy": 0.8893722667638484, "mask_rcnn/false_negative": 0.09019330439407745, "mask_rcnn/false_positive": 0.11571507364629051, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.25, "time": 0.7741272617131472, "total_loss": 1.4860383062550682} {"data_time": 0.015236040577292442, "eta_seconds": 38137.025078756735, "iteration": 219999, "loss_fcos_cls": 0.2111982140922919, "loss_fcos_ctr": 0.6146466163918376, "loss_fcos_loc": 0.17848331585992128, "loss_mask": 0.249865360558033, "loss_maskiou": 0.004717421339591965, "loss_sem_seg": 0.19658687221817672, "lr": 0.001, "mask_rcnn/accuracy": 0.8863287479170773, "mask_rcnn/false_negative": 0.1103009823909748, "mask_rcnn/false_positive": 0.14113828970479253, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.75, "time": 0.7719796495512128, "total_loss": 1.4999171259332797} {"data_time": 0.01587296463549137, "eta_seconds": 38133.01923553739, "iteration": 220019, "loss_fcos_cls": 0.21310009760782123, "loss_fcos_ctr": 0.6141928303986788, "loss_fcos_loc": 0.16637108544819057, "loss_mask": 0.25027092825621367, "loss_maskiou": 0.004858825348492246, "loss_sem_seg": 0.19534198520705104, "lr": 0.001, "mask_rcnn/accuracy": 0.8923984960457332, "mask_rcnn/false_negative": 0.10118510294338728, "mask_rcnn/false_positive": 0.12263358964714158, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.25, "time": 0.768509472720325, "total_loss": 1.4213926952197653} {"data_time": 0.015205485746264458, "eta_seconds": 38097.06879641954, "iteration": 220039, "loss_fcos_cls": 0.211587407393381, "loss_fcos_ctr": 0.6168162762187421, "loss_fcos_loc": 0.17526381963398308, "loss_mask": 0.25950710382312536, "loss_maskiou": 0.004739440955745522, "loss_sem_seg": 0.1913745982456021, "lr": 0.001, "mask_rcnn/accuracy": 0.8921293258979826, "mask_rcnn/false_negative": 0.08564364312137607, "mask_rcnn/false_positive": 0.1548690191922517, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.25, "time": 0.74573446623981, "total_loss": 1.479601155333512} {"data_time": 0.015716806054115295, "eta_seconds": 38073.97828825191, "iteration": 220059, "loss_fcos_cls": 0.20386372902430594, "loss_fcos_ctr": 0.6177798956632614, "loss_fcos_loc": 0.17905684607103467, "loss_mask": 0.2693872065283358, "loss_maskiou": 0.0044384908924257616, "loss_sem_seg": 0.192782293073833, "lr": 0.001, "mask_rcnn/accuracy": 0.8971119432661718, "mask_rcnn/false_negative": 0.07050527756090409, "mask_rcnn/false_positive": 0.13171919229187246, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.0, "time": 0.7422786457464099, "total_loss": 1.4469627290673088} {"data_time": 0.017797634936869144, "eta_seconds": 38076.00705899112, "iteration": 220079, "loss_fcos_cls": 0.20432255184277892, "loss_fcos_ctr": 0.6180099118500948, "loss_fcos_loc": 0.17892532818950713, "loss_mask": 0.260997393168509, "loss_maskiou": 0.004598165760398842, "loss_sem_seg": 0.19547837018035352, "lr": 0.001, "mask_rcnn/accuracy": 0.907798833819242, "mask_rcnn/false_negative": 0.07563706586060304, "mask_rcnn/false_positive": 0.11752426086741297, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.25, "time": 0.7635150356218219, "total_loss": 1.4715367576864082} {"data_time": 0.014847957529127598, "eta_seconds": 38051.31662717182, "iteration": 220099, "loss_fcos_cls": 0.21059832791797817, "loss_fcos_ctr": 0.6159419864416122, "loss_fcos_loc": 0.17570749786682427, "loss_mask": 0.2589867515489459, "loss_maskiou": 0.004701008167103282, "loss_sem_seg": 0.21480966033414006, "lr": 0.001, "mask_rcnn/accuracy": 0.8856483057006023, "mask_rcnn/false_negative": 0.10315691121953503, "mask_rcnn/false_positive": 0.12805628857208012, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.75, "time": 0.7518404349684715, "total_loss": 1.4721938304137439} {"data_time": 0.017445256933569908, "eta_seconds": 38063.50379872229, "iteration": 220119, "loss_fcos_cls": 0.2032822798937559, "loss_fcos_ctr": 0.6150722736492753, "loss_fcos_loc": 0.17986218770965934, "loss_mask": 0.2538374485448003, "loss_maskiou": 0.004498215166677255, "loss_sem_seg": 0.164237150689587, "lr": 0.001, "mask_rcnn/accuracy": 0.8838273404599934, "mask_rcnn/false_negative": 0.0964196032351777, "mask_rcnn/false_positive": 0.14360061932554546, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.7695929184556007, "total_loss": 1.4418553597060964} {"data_time": 0.015332060866057873, "eta_seconds": 38062.0926948823, "iteration": 220139, "loss_fcos_cls": 0.20630220789462328, "loss_fcos_ctr": 0.6167325954884291, "loss_fcos_loc": 0.1748748712707311, "loss_mask": 0.2551996074616909, "loss_maskiou": 0.004703111062553944, "loss_sem_seg": 0.1925550545565784, "lr": 0.001, "mask_rcnn/accuracy": 0.8939662821650399, "mask_rcnn/false_negative": 0.08799075895547842, "mask_rcnn/false_positive": 0.11718800532899677, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.0, "time": 0.7744718613103032, "total_loss": 1.454803515378444} {"data_time": 0.01582556590437889, "eta_seconds": 38049.79106388055, "iteration": 220159, "loss_fcos_cls": 0.2099372465745546, "loss_fcos_ctr": 0.6155977500602603, "loss_fcos_loc": 0.17482974543236196, "loss_mask": 0.24393896805122495, "loss_maskiou": 0.004259179851942463, "loss_sem_seg": 0.2314082256052643, "lr": 0.001, "mask_rcnn/accuracy": 0.8940239900598954, "mask_rcnn/false_negative": 0.12011170949085292, "mask_rcnn/false_positive": 0.12836617789553312, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.75, "time": 0.751492103561759, "total_loss": 1.4875690255130394} {"data_time": 0.014955918304622173, "eta_seconds": 38034.69083802402, "iteration": 220179, "loss_fcos_cls": 0.2082454067422077, "loss_fcos_ctr": 0.6147788311354816, "loss_fcos_loc": 0.16566475108265877, "loss_mask": 0.2387212561443448, "loss_maskiou": 0.0047618450480513275, "loss_sem_seg": 0.19994841562584043, "lr": 0.001, "mask_rcnn/accuracy": 0.9041590460496532, "mask_rcnn/false_negative": 0.10041559791717636, "mask_rcnn/false_positive": 0.10463202979964303, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.7588591817766428, "total_loss": 1.4174095216148999} {"data_time": 0.015832025557756424, "eta_seconds": 38010.39325809479, "iteration": 220199, "loss_fcos_cls": 0.2139516866300255, "loss_fcos_ctr": 0.6152471136301756, "loss_fcos_loc": 0.17032117792405188, "loss_mask": 0.24576860386878252, "loss_maskiou": 0.004725094000605168, "loss_sem_seg": 0.21382764424197376, "lr": 0.001, "mask_rcnn/accuracy": 0.8887026026073784, "mask_rcnn/false_negative": 0.08624936134985002, "mask_rcnn/false_positive": 0.13346205763244762, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.7424323270097375, "total_loss": 1.4734139013453387} {"data_time": 0.016322472132742405, "eta_seconds": 37980.429174371995, "iteration": 220219, "loss_fcos_cls": 0.2138372318004258, "loss_fcos_ctr": 0.6191770401783288, "loss_fcos_loc": 0.18959374888800085, "loss_mask": 0.2568707619793713, "loss_maskiou": 0.004983524355338886, "loss_sem_seg": 0.18995536910369992, "lr": 0.001, "mask_rcnn/accuracy": 0.8733894566188503, "mask_rcnn/false_negative": 0.10164908960293728, "mask_rcnn/false_positive": 0.14597305457951443, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7509298399090767, "total_loss": 1.4752022832835792} {"data_time": 0.01569388061761856, "eta_seconds": 37979.863434791565, "iteration": 220239, "loss_fcos_cls": 0.20196117053274065, "loss_fcos_ctr": 0.6193122211843729, "loss_fcos_loc": 0.17209999624174088, "loss_mask": 0.2525733704678714, "loss_maskiou": 0.004236717417370528, "loss_sem_seg": 0.2112763593904674, "lr": 0.001, "mask_rcnn/accuracy": 0.873558863844045, "mask_rcnn/false_negative": 0.10062689022511927, "mask_rcnn/false_positive": 0.15278162255953945, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.0, "time": 0.7570388689637184, "total_loss": 1.4852038543322124} {"data_time": 0.016939960420131683, "eta_seconds": 37971.17656858824, "iteration": 220259, "loss_fcos_cls": 0.20667302835499868, "loss_fcos_ctr": 0.6174032301642001, "loss_fcos_loc": 0.17279284435790032, "loss_mask": 0.24975228868424892, "loss_maskiou": 0.004127810861973558, "loss_sem_seg": 0.19276159536093473, "lr": 0.001, "mask_rcnn/accuracy": 0.8868867091355328, "mask_rcnn/false_negative": 0.08857730307051428, "mask_rcnn/false_positive": 0.14948075033591857, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.25, "time": 0.7610653238371015, "total_loss": 1.4537227153341519} {"data_time": 0.015540455467998981, "eta_seconds": 37953.66399047896, "iteration": 220279, "loss_fcos_cls": 0.2008573273778893, "loss_fcos_ctr": 0.6158165941014886, "loss_fcos_loc": 0.18206010176800191, "loss_mask": 0.2555167069658637, "loss_maskiou": 0.004635631818018737, "loss_sem_seg": 0.2108387096086517, "lr": 0.001, "mask_rcnn/accuracy": 0.8976266691055423, "mask_rcnn/false_negative": 0.08246858478197894, "mask_rcnn/false_positive": 0.12788457619830615, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.0, "time": 0.774875458329916, "total_loss": 1.4686276476822968} {"data_time": 0.017666650004684925, "eta_seconds": 37940.6414554473, "iteration": 220299, "loss_fcos_cls": 0.21825146302580833, "loss_fcos_ctr": 0.6183261647820473, "loss_fcos_loc": 0.17639014474116266, "loss_mask": 0.2606710121035576, "loss_maskiou": 0.004237247463606764, "loss_sem_seg": 0.23246994300279766, "lr": 0.001, "mask_rcnn/accuracy": 0.8904764545569781, "mask_rcnn/false_negative": 0.09416735085442723, "mask_rcnn/false_positive": 0.12927429235554327, "roi_head/num_bg_samples": 74.5, "roi_head/num_fg_samples": 24.25, "time": 0.7522889589890838, "total_loss": 1.521444430189149} {"data_time": 0.01853485032916069, "eta_seconds": 37927.64330259524, "iteration": 220319, "loss_fcos_cls": 0.20410391152836382, "loss_fcos_ctr": 0.612866030074656, "loss_fcos_loc": 0.1613116234075278, "loss_mask": 0.258826014585793, "loss_maskiou": 0.0050053748418577015, "loss_sem_seg": 0.21260709105990827, "lr": 0.001, "mask_rcnn/accuracy": 0.8767048486061091, "mask_rcnn/false_negative": 0.10588246228346981, "mask_rcnn/false_positive": 0.14129723907712433, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.25, "time": 0.7693434040993452, "total_loss": 1.464278336672578} {"data_time": 0.017408926971256733, "eta_seconds": 37915.44146589469, "iteration": 220339, "loss_fcos_cls": 0.22407742822542787, "loss_fcos_ctr": 0.6175184878520668, "loss_fcos_loc": 0.1844992429105332, "loss_mask": 0.26203739643096924, "loss_maskiou": 0.004849766410188749, "loss_sem_seg": 0.18940651952289045, "lr": 0.001, "mask_rcnn/accuracy": 0.8897572665429808, "mask_rcnn/false_negative": 0.10161132040976295, "mask_rcnn/false_positive": 0.11867433354254578, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 32.0, "time": 0.7692105220630765, "total_loss": 1.4952167799201561} {"data_time": 0.016346044838428497, "eta_seconds": 37907.04522495065, "iteration": 220359, "loss_fcos_cls": 0.20759759633801877, "loss_fcos_ctr": 0.6171323815360665, "loss_fcos_loc": 0.17051895684562624, "loss_mask": 0.25498320534825325, "loss_maskiou": 0.004384388630569447, "loss_sem_seg": 0.19734608987346292, "lr": 0.001, "mask_rcnn/accuracy": 0.8881710292812777, "mask_rcnn/false_negative": 0.09111120991834849, "mask_rcnn/false_positive": 0.13162973668349526, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7524479329586029, "total_loss": 1.4543855580122909} {"data_time": 0.016816955991089344, "eta_seconds": 37910.321741428226, "iteration": 220379, "loss_fcos_cls": 0.21122085925890133, "loss_fcos_ctr": 0.6172448908910155, "loss_fcos_loc": 0.17759382573422045, "loss_mask": 0.2726873755455017, "loss_maskiou": 0.004918851678667124, "loss_sem_seg": 0.2031311962637119, "lr": 0.001, "mask_rcnn/accuracy": 0.8897341674765145, "mask_rcnn/false_negative": 0.08804437397330672, "mask_rcnn/false_positive": 0.1350444356363895, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.7898381166160107, "total_loss": 1.4756789145612856} {"data_time": 0.01768635492771864, "eta_seconds": 37883.44756394718, "iteration": 220399, "loss_fcos_cls": 0.21158557455055416, "loss_fcos_ctr": 0.6169846509583294, "loss_fcos_loc": 0.16982634784653783, "loss_mask": 0.2581875706091523, "loss_maskiou": 0.004808930956642143, "loss_sem_seg": 0.22311673196963966, "lr": 0.001, "mask_rcnn/accuracy": 0.8800662442396314, "mask_rcnn/false_negative": 0.1049932253288551, "mask_rcnn/false_positive": 0.1352781746617804, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.5, "time": 0.7463633045554161, "total_loss": 1.4950973883096594} {"data_time": 0.01683311816304922, "eta_seconds": 37879.76183998212, "iteration": 220419, "loss_fcos_cls": 0.20470076380297542, "loss_fcos_ctr": 0.6167892254889011, "loss_fcos_loc": 0.1754595923703164, "loss_mask": 0.25626393407583237, "loss_maskiou": 0.004485488112550229, "loss_sem_seg": 0.1899185599759221, "lr": 0.001, "mask_rcnn/accuracy": 0.8871648393399914, "mask_rcnn/false_negative": 0.09174528002008941, "mask_rcnn/false_positive": 0.159574965168336, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 31.0, "time": 0.7753335889428854, "total_loss": 1.4491365643043537} {"data_time": 0.016466324217617512, "eta_seconds": 37870.727984448895, "iteration": 220439, "loss_fcos_cls": 0.1991865171585232, "loss_fcos_ctr": 0.6155467005446553, "loss_fcos_loc": 0.1733569676289335, "loss_mask": 0.25823904015123844, "loss_maskiou": 0.004971307927917223, "loss_sem_seg": 0.2095795206259936, "lr": 0.001, "mask_rcnn/accuracy": 0.9006368814649147, "mask_rcnn/false_negative": 0.09421170323245615, "mask_rcnn/false_positive": 0.10653395150795669, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.25, "time": 0.7667352128773928, "total_loss": 1.484966863259615} {"data_time": 0.01483804453164339, "eta_seconds": 37871.285050691105, "iteration": 220459, "loss_fcos_cls": 0.22248377976939082, "loss_fcos_ctr": 0.6175714302808046, "loss_fcos_loc": 0.17574067786335945, "loss_mask": 0.25863759871572256, "loss_maskiou": 0.0047022745056892745, "loss_sem_seg": 0.2244296616408974, "lr": 0.001, "mask_rcnn/accuracy": 0.873108334242788, "mask_rcnn/false_negative": 0.08741934119895174, "mask_rcnn/false_positive": 0.1493462787729644, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.25, "time": 0.7690443033352494, "total_loss": 1.5323716084458283} {"data_time": 0.01642474252730608, "eta_seconds": 37850.33896422945, "iteration": 220479, "loss_fcos_cls": 0.22431777871679515, "loss_fcos_ctr": 0.6183385369367898, "loss_fcos_loc": 0.182081177161308, "loss_mask": 0.2667355900630355, "loss_maskiou": 0.005252283081063069, "loss_sem_seg": 0.2062472064862959, "lr": 0.001, "mask_rcnn/accuracy": 0.8745589471420752, "mask_rcnn/false_negative": 0.09494158984845118, "mask_rcnn/false_positive": 0.15267898836670946, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.5, "time": 0.760559550486505, "total_loss": 1.4908686882263282} {"data_time": 0.016126098111271858, "eta_seconds": 37840.70731907431, "iteration": 220499, "loss_fcos_cls": 0.22188193001784384, "loss_fcos_ctr": 0.6172350225970149, "loss_fcos_loc": 0.1784526975825429, "loss_mask": 0.2540153516456485, "loss_maskiou": 0.0047025340172695, "loss_sem_seg": 0.2201610659249127, "lr": 0.001, "mask_rcnn/accuracy": 0.8828097976478727, "mask_rcnn/false_negative": 0.09369730893531199, "mask_rcnn/false_positive": 0.1550971695992196, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.75, "time": 0.7793278265744448, "total_loss": 1.5063207491730282} {"data_time": 0.016787688247859478, "eta_seconds": 37851.09102747403, "iteration": 220519, "loss_fcos_cls": 0.2149107626755722, "loss_fcos_ctr": 0.6159000424668193, "loss_fcos_loc": 0.1744244365254417, "loss_mask": 0.24940015841275454, "loss_maskiou": 0.004439851350980462, "loss_sem_seg": 0.17349991598166525, "lr": 0.001, "mask_rcnn/accuracy": 0.880119462419114, "mask_rcnn/false_negative": 0.10637665587970518, "mask_rcnn/false_positive": 0.1363062161008507, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 22.75, "time": 0.7745431568473577, "total_loss": 1.441487642150605} {"data_time": 0.01592439040541649, "eta_seconds": 37832.78545450978, "iteration": 220539, "loss_fcos_cls": 0.20967674895655364, "loss_fcos_ctr": 0.6179157961159945, "loss_fcos_loc": 0.18137160071637481, "loss_mask": 0.25895529007539153, "loss_maskiou": 0.005329807288944721, "loss_sem_seg": 0.21929523791186512, "lr": 0.001, "mask_rcnn/accuracy": 0.8592186184954675, "mask_rcnn/false_negative": 0.1081762738188409, "mask_rcnn/false_positive": 0.17568532102929812, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 31.5, "time": 0.7675290303304791, "total_loss": 1.4891269870422548} {"data_time": 0.01591664645820856, "eta_seconds": 37825.7261682041, "iteration": 220559, "loss_fcos_cls": 0.2067863723495975, "loss_fcos_ctr": 0.6131393820978701, "loss_fcos_loc": 0.16179562057368457, "loss_mask": 0.2472141245380044, "loss_maskiou": 0.004690552748797927, "loss_sem_seg": 0.1970264019910246, "lr": 0.001, "mask_rcnn/accuracy": 0.9010400936273029, "mask_rcnn/false_negative": 0.07933999596297084, "mask_rcnn/false_positive": 0.11811069593061443, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.75, "time": 0.7816887190565467, "total_loss": 1.4635284528085322} {"data_time": 0.016845330595970154, "eta_seconds": 37815.46654836368, "iteration": 220579, "loss_fcos_cls": 0.19817468989640474, "loss_fcos_ctr": 0.6182208778336644, "loss_fcos_loc": 0.1787482702638954, "loss_mask": 0.2723305895924568, "loss_maskiou": 0.005174243444344029, "loss_sem_seg": 0.20427232328802347, "lr": 0.001, "mask_rcnn/accuracy": 0.8825442677070828, "mask_rcnn/false_negative": 0.10819951538502404, "mask_rcnn/false_positive": 0.1347350985356247, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7706537842750549, "total_loss": 1.474965076893568} {"data_time": 0.015192859806120396, "eta_seconds": 37810.00348842982, "iteration": 220599, "loss_fcos_cls": 0.20359249017201364, "loss_fcos_ctr": 0.6151922233402729, "loss_fcos_loc": 0.1679819201817736, "loss_mask": 0.25321822240948677, "loss_maskiou": 0.005238983845629264, "loss_sem_seg": 0.2103117946535349, "lr": 0.001, "mask_rcnn/accuracy": 0.8832678097764305, "mask_rcnn/false_negative": 0.09224343715918923, "mask_rcnn/false_positive": 0.1475105858776719, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7660034066066146, "total_loss": 1.4775840657275694} {"data_time": 0.016669430769979954, "eta_seconds": 37805.92438321654, "iteration": 220619, "loss_fcos_cls": 0.20732878451235592, "loss_fcos_ctr": 0.6149736205115914, "loss_fcos_loc": 0.17048202198930085, "loss_mask": 0.2577697494998574, "loss_maskiou": 0.004918881719277124, "loss_sem_seg": 0.18330655712634325, "lr": 0.001, "mask_rcnn/accuracy": 0.8912456213828814, "mask_rcnn/false_negative": 0.07646099367978763, "mask_rcnn/false_positive": 0.1225571717676332, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 31.25, "time": 0.7668918808922172, "total_loss": 1.451597892857535} {"data_time": 0.015420357696712017, "eta_seconds": 37769.556348389946, "iteration": 220639, "loss_fcos_cls": 0.21598160493886098, "loss_fcos_ctr": 0.616421231534332, "loss_fcos_loc": 0.17757716844789684, "loss_mask": 0.25856897607445717, "loss_maskiou": 0.004775763976795133, "loss_sem_seg": 0.20266486098989844, "lr": 0.001, "mask_rcnn/accuracy": 0.879657246504653, "mask_rcnn/false_negative": 0.1013728332316787, "mask_rcnn/false_positive": 0.15095583330450787, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.5, "time": 0.7527385661378503, "total_loss": 1.4606789042591117} {"data_time": 0.015771403908729553, "eta_seconds": 37749.21936986223, "iteration": 220659, "loss_fcos_cls": 0.20692459854763, "loss_fcos_ctr": 0.615746358409524, "loss_fcos_loc": 0.16946956398896873, "loss_mask": 0.24918861454352736, "loss_maskiou": 0.004461862201424083, "loss_sem_seg": 0.21298739267513156, "lr": 0.001, "mask_rcnn/accuracy": 0.9024674659240985, "mask_rcnn/false_negative": 0.07721682558415705, "mask_rcnn/false_positive": 0.12622250439552143, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.25, "time": 0.7606733767315745, "total_loss": 1.4539455818521674} {"data_time": 0.015562585555016994, "eta_seconds": 37703.10752679873, "iteration": 220679, "loss_fcos_cls": 0.20707797369686887, "loss_fcos_ctr": 0.6148754209280014, "loss_fcos_loc": 0.1719514603028074, "loss_mask": 0.24811667995527387, "loss_maskiou": 0.004504368422203697, "loss_sem_seg": 0.18918503681197762, "lr": 0.001, "mask_rcnn/accuracy": 0.8757370902906617, "mask_rcnn/false_negative": 0.08813931487146646, "mask_rcnn/false_positive": 0.14147113801304229, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.75, "time": 0.7461001360788941, "total_loss": 1.4439584651845507} {"data_time": 0.01541471853852272, "eta_seconds": 37695.527123304084, "iteration": 220699, "loss_fcos_cls": 0.2141882193973288, "loss_fcos_ctr": 0.6186103103682399, "loss_fcos_loc": 0.17858656763564795, "loss_mask": 0.2655919352546334, "loss_maskiou": 0.004803994961548597, "loss_sem_seg": 0.20409355539595708, "lr": 0.001, "mask_rcnn/accuracy": 0.8809933441815264, "mask_rcnn/false_negative": 0.10031084466963668, "mask_rcnn/false_positive": 0.13494758154599712, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.0, "time": 0.7767378557473421, "total_loss": 1.4805816936204792} {"data_time": 0.015122630633413792, "eta_seconds": 37664.87233002763, "iteration": 220719, "loss_fcos_cls": 0.20254589268006384, "loss_fcos_ctr": 0.6135977478697896, "loss_fcos_loc": 0.17397752101533115, "loss_mask": 0.2590070394799113, "loss_maskiou": 0.005039950578066055, "loss_sem_seg": 0.19285645009949803, "lr": 0.001, "mask_rcnn/accuracy": 0.8827638590758125, "mask_rcnn/false_negative": 0.10053449042614179, "mask_rcnn/false_positive": 0.12123287423648749, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7531571201980114, "total_loss": 1.4380446953946375} {"data_time": 0.01536574587225914, "eta_seconds": 37672.271440860815, "iteration": 220739, "loss_fcos_cls": 0.20988501654937863, "loss_fcos_ctr": 0.6166627313941717, "loss_fcos_loc": 0.18195927940541878, "loss_mask": 0.25181944761425257, "loss_maskiou": 0.004631848792087112, "loss_sem_seg": 0.20899275783449411, "lr": 0.001, "mask_rcnn/accuracy": 0.8873501637871057, "mask_rcnn/false_negative": 0.10368457539855117, "mask_rcnn/false_positive": 0.13165342629257795, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 27.5, "time": 0.7685222579166293, "total_loss": 1.4892148092012576} {"data_time": 0.01683864463120699, "eta_seconds": 37637.234063421376, "iteration": 220759, "loss_fcos_cls": 0.20499457407277077, "loss_fcos_ctr": 0.6137736067175865, "loss_fcos_loc": 0.16575697215739638, "loss_mask": 0.24692045338451862, "loss_maskiou": 0.004337195252446691, "loss_sem_seg": 0.20072220027213916, "lr": 0.001, "mask_rcnn/accuracy": 0.9017834682529176, "mask_rcnn/false_negative": 0.078871051165434, "mask_rcnn/false_positive": 0.11502991242899467, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.737016124650836, "total_loss": 1.4790800882256008} {"data_time": 0.0156366853043437, "eta_seconds": 37610.08122138865, "iteration": 220779, "loss_fcos_cls": 0.20645669288933277, "loss_fcos_ctr": 0.617108195554465, "loss_fcos_loc": 0.17215737630613148, "loss_mask": 0.25676318164914846, "loss_maskiou": 0.004696303899436316, "loss_sem_seg": 0.2026091788429767, "lr": 0.001, "mask_rcnn/accuracy": 0.8887008328972614, "mask_rcnn/false_negative": 0.08867363219057943, "mask_rcnn/false_positive": 0.12668490401901, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.5, "time": 0.756436632014811, "total_loss": 1.4576748711515393} {"data_time": 0.017637799493968487, "eta_seconds": 37567.08814599551, "iteration": 220799, "loss_fcos_cls": 0.2091961931437254, "loss_fcos_ctr": 0.617354734800756, "loss_fcos_loc": 0.17307991976849735, "loss_mask": 0.2701082518324256, "loss_maskiou": 0.005134466406161664, "loss_sem_seg": 0.21177748125046492, "lr": 0.001, "mask_rcnn/accuracy": 0.9020760632079479, "mask_rcnn/false_negative": 0.08804992238957977, "mask_rcnn/false_positive": 0.10176143467912332, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.75, "time": 0.7434774022549391, "total_loss": 1.4905921016033972} {"data_time": 0.016822298988699913, "eta_seconds": 37551.81728233583, "iteration": 220819, "loss_fcos_cls": 0.19913835730403662, "loss_fcos_ctr": 0.6173906158655882, "loss_fcos_loc": 0.1707425609929487, "loss_mask": 0.25836826115846634, "loss_maskiou": 0.004870528187893797, "loss_sem_seg": 0.21098453365266323, "lr": 0.001, "mask_rcnn/accuracy": 0.8686523844231571, "mask_rcnn/false_negative": 0.1185447600479562, "mask_rcnn/false_positive": 0.1491741054094421, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.5, "time": 0.762759025208652, "total_loss": 1.4639063698632526} {"data_time": 0.015590222552418709, "eta_seconds": 37528.75083258748, "iteration": 220839, "loss_fcos_cls": 0.2042637086706236, "loss_fcos_ctr": 0.6168838236480951, "loss_fcos_loc": 0.17719170381315053, "loss_mask": 0.2565230615437031, "loss_maskiou": 0.005129658073201426, "loss_sem_seg": 0.20814249105751514, "lr": 0.001, "mask_rcnn/accuracy": 0.8804506901140086, "mask_rcnn/false_negative": 0.09266596455463649, "mask_rcnn/false_positive": 0.1491602114430554, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.25, "time": 0.741648742929101, "total_loss": 1.4881834007483121} {"data_time": 0.0176386758685112, "eta_seconds": 37484.56673111208, "iteration": 220859, "loss_fcos_cls": 0.20617042342200875, "loss_fcos_ctr": 0.6156770177185535, "loss_fcos_loc": 0.16720390820410103, "loss_mask": 0.24904303532093763, "loss_maskiou": 0.004405184619827196, "loss_sem_seg": 0.21632150234654546, "lr": 0.001, "mask_rcnn/accuracy": 0.9032800184153871, "mask_rcnn/false_negative": 0.09666793499776727, "mask_rcnn/false_positive": 0.10575499593796667, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 25.5, "time": 0.760878125205636, "total_loss": 1.4713153139236965} {"data_time": 0.017451324500143528, "eta_seconds": 37456.57529943343, "iteration": 220879, "loss_fcos_cls": 0.21516443375730887, "loss_fcos_ctr": 0.6197802908718586, "loss_fcos_loc": 0.16939143650233746, "loss_mask": 0.25037452578544617, "loss_maskiou": 0.004643927808501758, "loss_sem_seg": 0.2113091927021742, "lr": 0.001, "mask_rcnn/accuracy": 0.8971354166666667, "mask_rcnn/false_negative": 0.07982012796791546, "mask_rcnn/false_positive": 0.14975787238927646, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 24.0, "time": 0.7572862664237618, "total_loss": 1.457684865614283} {"data_time": 0.017624735832214355, "eta_seconds": 37449.90343448706, "iteration": 220899, "loss_fcos_cls": 0.20841742609627545, "loss_fcos_ctr": 0.6153324153274298, "loss_fcos_loc": 0.17284150858176872, "loss_mask": 0.26128814928233624, "loss_maskiou": 0.004599183725076728, "loss_sem_seg": 0.1960940291173756, "lr": 0.001, "mask_rcnn/accuracy": 0.8854251340366655, "mask_rcnn/false_negative": 0.08270983300972598, "mask_rcnn/false_positive": 0.12405210392727264, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.25, "time": 0.7682689437642694, "total_loss": 1.4610668452232858} {"data_time": 0.01610914245247841, "eta_seconds": 37427.21319676656, "iteration": 220919, "loss_fcos_cls": 0.20892431488027796, "loss_fcos_ctr": 0.6200143089517951, "loss_fcos_loc": 0.1810350778978318, "loss_mask": 0.25172703713178635, "loss_maskiou": 0.00449722294069943, "loss_sem_seg": 0.21738964039832354, "lr": 0.001, "mask_rcnn/accuracy": 0.8903507822227034, "mask_rcnn/false_negative": 0.10263332439296044, "mask_rcnn/false_positive": 0.1130890636686038, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.75, "time": 0.7532968865707517, "total_loss": 1.4830366086825961} {"data_time": 0.018124857917428017, "eta_seconds": 37410.823085146956, "iteration": 220939, "loss_fcos_cls": 0.21546399022918195, "loss_fcos_ctr": 0.613438680768013, "loss_fcos_loc": 0.16672406008001417, "loss_mask": 0.25272634625434875, "loss_maskiou": 0.0049293597039650194, "loss_sem_seg": 0.2147889225743711, "lr": 0.001, "mask_rcnn/accuracy": 0.8982170414462081, "mask_rcnn/false_negative": 0.06666536300038126, "mask_rcnn/false_positive": 0.14351115348440424, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.75, "time": 0.7493184981867671, "total_loss": 1.4796756151315549} {"data_time": 0.01786867529153824, "eta_seconds": 37394.52346682735, "iteration": 220959, "loss_fcos_cls": 0.21112441853620112, "loss_fcos_ctr": 0.6175578590482473, "loss_fcos_loc": 0.1735627413727343, "loss_mask": 0.26518989633768797, "loss_maskiou": 0.004787761683473946, "loss_sem_seg": 0.19790434907190502, "lr": 0.001, "mask_rcnn/accuracy": 0.8812011150180793, "mask_rcnn/false_negative": 0.11195096903275495, "mask_rcnn/false_positive": 0.13092312722885574, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.25, "time": 0.751419642008841, "total_loss": 1.4618685098212154} {"data_time": 0.016094226390123367, "eta_seconds": 37368.47516894899, "iteration": 220979, "loss_fcos_cls": 0.21231546747731045, "loss_fcos_ctr": 0.6178804328665137, "loss_fcos_loc": 0.1766714984551072, "loss_mask": 0.25823617447167635, "loss_maskiou": 0.004935670589475194, "loss_sem_seg": 0.20600120117887855, "lr": 0.001, "mask_rcnn/accuracy": 0.8843242004594045, "mask_rcnn/false_negative": 0.08758267988759322, "mask_rcnn/false_positive": 0.15844606227624788, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.5, "time": 0.7513048844411969, "total_loss": 1.4832838632937637} {"data_time": 0.015279332175850868, "eta_seconds": 37310.67927824613, "iteration": 220999, "loss_fcos_cls": 0.2094947275472805, "loss_fcos_ctr": 0.6153016891330481, "loss_fcos_loc": 0.1648236911278218, "loss_mask": 0.2505077072419226, "loss_maskiou": 0.004850606448599137, "loss_sem_seg": 0.24263926991261542, "lr": 0.001, "mask_rcnn/accuracy": 0.8860503423117648, "mask_rcnn/false_negative": 0.0882550274306029, "mask_rcnn/false_positive": 0.14091509845213596, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 30.75, "time": 0.7517033303156495, "total_loss": 1.4968313782883342} {"data_time": 0.01584093552082777, "eta_seconds": 37252.13054209482, "iteration": 221019, "loss_fcos_cls": 0.20783845498226583, "loss_fcos_ctr": 0.615034501068294, "loss_fcos_loc": 0.1702916668727994, "loss_mask": 0.25783064123243093, "loss_maskiou": 0.004438179821590893, "loss_sem_seg": 0.1907132442574948, "lr": 0.001, "mask_rcnn/accuracy": 0.8955754992760157, "mask_rcnn/false_negative": 0.08952323693744434, "mask_rcnn/false_positive": 0.13245924792460873, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.0, "time": 0.7388624772429466, "total_loss": 1.4413160393778526} {"data_time": 0.015217423439025879, "eta_seconds": 37241.46490411274, "iteration": 221039, "loss_fcos_cls": 0.20408390939701349, "loss_fcos_ctr": 0.6150673390366137, "loss_fcos_loc": 0.16700943163596094, "loss_mask": 0.24054654221981764, "loss_maskiou": 0.004280469489458483, "loss_sem_seg": 0.1994000042323023, "lr": 0.001, "mask_rcnn/accuracy": 0.8829546662414967, "mask_rcnn/false_negative": 0.08669899988971322, "mask_rcnn/false_positive": 0.15325902708884181, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 29.25, "time": 0.7579834945499897, "total_loss": 1.4673785901832161} {"data_time": 0.01617957279086113, "eta_seconds": 37226.25219812058, "iteration": 221059, "loss_fcos_cls": 0.21503117959946394, "loss_fcos_ctr": 0.6194344069808722, "loss_fcos_loc": 0.18389136344194412, "loss_mask": 0.26608971878886223, "loss_maskiou": 0.004485941186430864, "loss_sem_seg": 0.20238797878846526, "lr": 0.001, "mask_rcnn/accuracy": 0.8769388130804605, "mask_rcnn/false_negative": 0.1077514575693099, "mask_rcnn/false_positive": 0.14286481173870863, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.75, "time": 0.7530020670965314, "total_loss": 1.487275294795836} {"data_time": 0.01727064698934555, "eta_seconds": 37205.34912209865, "iteration": 221079, "loss_fcos_cls": 0.20205003838054836, "loss_fcos_ctr": 0.6162625662982464, "loss_fcos_loc": 0.1714673365931958, "loss_mask": 0.2669240115210414, "loss_maskiou": 0.005004349499358796, "loss_sem_seg": 0.21859539579600096, "lr": 0.001, "mask_rcnn/accuracy": 0.8968191964285714, "mask_rcnn/false_negative": 0.09948269267189148, "mask_rcnn/false_positive": 0.13133162657585656, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.0, "time": 0.7506933938711882, "total_loss": 1.4956076025846414} {"data_time": 0.014951682649552822, "eta_seconds": 37190.138742457144, "iteration": 221099, "loss_fcos_cls": 0.21088722557760775, "loss_fcos_ctr": 0.6152008147910237, "loss_fcos_loc": 0.18094927771016955, "loss_mask": 0.2558733597397804, "loss_maskiou": 0.004921896343148546, "loss_sem_seg": 0.2021106514148414, "lr": 0.001, "mask_rcnn/accuracy": 0.8797791244627453, "mask_rcnn/false_negative": 0.08918162044648743, "mask_rcnn/false_positive": 0.13611679828823486, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.75, "time": 0.7564204661175609, "total_loss": 1.4795008737564785} {"data_time": 0.01590296719223261, "eta_seconds": 37169.086225096136, "iteration": 221119, "loss_fcos_cls": 0.20581642305478454, "loss_fcos_ctr": 0.6142918560653925, "loss_fcos_loc": 0.17424906929954886, "loss_mask": 0.2576572336256504, "loss_maskiou": 0.004735847036499763, "loss_sem_seg": 0.20848669263068587, "lr": 0.001, "mask_rcnn/accuracy": 0.8966271451762523, "mask_rcnn/false_negative": 0.0692991816806302, "mask_rcnn/false_positive": 0.12242863717667732, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 21.25, "time": 0.7465818990021944, "total_loss": 1.471757768842508} {"data_time": 0.015975482761859894, "eta_seconds": 37101.46894794982, "iteration": 221139, "loss_fcos_cls": 0.20931065292097628, "loss_fcos_ctr": 0.6181711200624704, "loss_fcos_loc": 0.17208333464805037, "loss_mask": 0.24984622187912464, "loss_maskiou": 0.005066225370683242, "loss_sem_seg": 0.22576932236552238, "lr": 0.001, "mask_rcnn/accuracy": 0.8858309037900874, "mask_rcnn/false_negative": 0.10224682261238695, "mask_rcnn/false_positive": 0.11565403852845942, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.0, "time": 0.7467421349138021, "total_loss": 1.4791936509354855} {"data_time": 0.016127126291394234, "eta_seconds": 37106.06345097162, "iteration": 221159, "loss_fcos_cls": 0.20793625293299556, "loss_fcos_ctr": 0.616846514865756, "loss_fcos_loc": 0.16980328201316297, "loss_mask": 0.2551276534795761, "loss_maskiou": 0.004912256037641782, "loss_sem_seg": 0.20320306322537363, "lr": 0.001, "mask_rcnn/accuracy": 0.894955660835763, "mask_rcnn/false_negative": 0.07139378995947432, "mask_rcnn/false_positive": 0.13393193059908967, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 23.0, "time": 0.7726420741528273, "total_loss": 1.4724705163098406} {"data_time": 0.01742109376937151, "eta_seconds": 37090.868813904, "iteration": 221179, "loss_fcos_cls": 0.2145400025183335, "loss_fcos_ctr": 0.6131685059517622, "loss_fcos_loc": 0.1700607579696225, "loss_mask": 0.25451509840786457, "loss_maskiou": 0.004898834326013457, "loss_sem_seg": 0.20660559425596148, "lr": 0.001, "mask_rcnn/accuracy": 0.8765141473255968, "mask_rcnn/false_negative": 0.10991748267846163, "mask_rcnn/false_positive": 0.1085241962934913, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.5, "time": 0.7434530230239034, "total_loss": 1.4773421539211995} {"data_time": 0.016661551780998707, "eta_seconds": 37096.037404152565, "iteration": 221199, "loss_fcos_cls": 0.2057647533947602, "loss_fcos_ctr": 0.6115143075585365, "loss_fcos_loc": 0.16677448950940743, "loss_mask": 0.2562745693139732, "loss_maskiou": 0.004906505651888438, "loss_sem_seg": 0.2072287059854716, "lr": 0.001, "mask_rcnn/accuracy": 0.9186271730914588, "mask_rcnn/false_negative": 0.07325933546240052, "mask_rcnn/false_positive": 0.10127366732811734, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 22.25, "time": 0.752456340007484, "total_loss": 1.4450237823693897} {"data_time": 0.017567412927746773, "eta_seconds": 37070.208373826, "iteration": 221219, "loss_fcos_cls": 0.20888987625949085, "loss_fcos_ctr": 0.6178769171237946, "loss_fcos_loc": 0.17499344667885453, "loss_mask": 0.2727079801261425, "loss_maskiou": 0.004737540675705532, "loss_sem_seg": 0.2236755487974733, "lr": 0.001, "mask_rcnn/accuracy": 0.8987390472493345, "mask_rcnn/false_negative": 0.09190257011603066, "mask_rcnn/false_positive": 0.12495365852082026, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.25, "time": 0.7512310780584812, "total_loss": 1.4966111652829568} {"data_time": 0.01574961096048355, "eta_seconds": 37071.23085674737, "iteration": 221239, "loss_fcos_cls": 0.2017893127631396, "loss_fcos_ctr": 0.6179917063564062, "loss_fcos_loc": 0.1708128957543522, "loss_mask": 0.24861347675323486, "loss_maskiou": 0.004787934260093607, "loss_sem_seg": 0.2081950311549008, "lr": 0.001, "mask_rcnn/accuracy": 0.8781616940448662, "mask_rcnn/false_negative": 0.08937544833579625, "mask_rcnn/false_positive": 0.1547230707621789, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7678248230367899, "total_loss": 1.4504143778322032} {"data_time": 0.016861725598573685, "eta_seconds": 37050.42845670786, "iteration": 221259, "loss_fcos_cls": 0.21498849091585726, "loss_fcos_ctr": 0.6179255098104477, "loss_fcos_loc": 0.175087719457224, "loss_mask": 0.26398657402023673, "loss_maskiou": 0.004857063111558091, "loss_sem_seg": 0.1945830280892551, "lr": 0.001, "mask_rcnn/accuracy": 0.8731098153547132, "mask_rcnn/false_negative": 0.10248408175945421, "mask_rcnn/false_positive": 0.15249276204102677, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7660486102104187, "total_loss": 1.471051900400198} {"data_time": 0.01593009289354086, "eta_seconds": 37006.34321863111, "iteration": 221279, "loss_fcos_cls": 0.21219586464576423, "loss_fcos_ctr": 0.6147758443839848, "loss_fcos_loc": 0.17657348699867725, "loss_mask": 0.24569131899625063, "loss_maskiou": 0.004103837040020153, "loss_sem_seg": 0.20378704997710884, "lr": 0.001, "mask_rcnn/accuracy": 0.8991504666382681, "mask_rcnn/false_negative": 0.09163684150918261, "mask_rcnn/false_positive": 0.1107095151707069, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.5, "time": 0.75226447917521, "total_loss": 1.44719373370026} {"data_time": 0.017670697532594204, "eta_seconds": 37025.61501926649, "iteration": 221299, "loss_fcos_cls": 0.20656544459052384, "loss_fcos_ctr": 0.618769096210599, "loss_fcos_loc": 0.1798984077759087, "loss_mask": 0.2517296774312854, "loss_maskiou": 0.005015967970393831, "loss_sem_seg": 0.21099407586734742, "lr": 0.001, "mask_rcnn/accuracy": 0.8976875472411187, "mask_rcnn/false_negative": 0.09079192825596985, "mask_rcnn/false_positive": 0.10083863865856965, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 23.5, "time": 0.7687619877979159, "total_loss": 1.476153425843222} {"data_time": 0.016407295130193233, "eta_seconds": 36984.50635443069, "iteration": 221319, "loss_fcos_cls": 0.2004226454300806, "loss_fcos_ctr": 0.6164641827344894, "loss_fcos_loc": 0.16779628582298756, "loss_mask": 0.24932360462844372, "loss_maskiou": 0.004084609165147413, "loss_sem_seg": 0.2045955890789628, "lr": 0.001, "mask_rcnn/accuracy": 0.8963893249607535, "mask_rcnn/false_negative": 0.07171877884459164, "mask_rcnn/false_positive": 0.1548135247869762, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 24.25, "time": 0.7627923619002104, "total_loss": 1.4480817390249285} {"data_time": 0.016332559287548065, "eta_seconds": 36921.07997178659, "iteration": 221339, "loss_fcos_cls": 0.21084802423138171, "loss_fcos_ctr": 0.6167921647429466, "loss_fcos_loc": 0.17895603133365512, "loss_mask": 0.2568314019590616, "loss_maskiou": 0.004854726401390508, "loss_sem_seg": 0.2142030647955835, "lr": 0.001, "mask_rcnn/accuracy": 0.8835473208380575, "mask_rcnn/false_negative": 0.10401292818276367, "mask_rcnn/false_positive": 0.1408763878851082, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7529711220413446, "total_loss": 1.4749131897988264} {"data_time": 0.014160150662064552, "eta_seconds": 36954.11708029546, "iteration": 221359, "loss_fcos_cls": 0.21177100320346653, "loss_fcos_ctr": 0.6150204008445144, "loss_fcos_loc": 0.171815266716294, "loss_mask": 0.25952408742159605, "loss_maskiou": 0.004722678204416297, "loss_sem_seg": 0.2060569846071303, "lr": 0.001, "mask_rcnn/accuracy": 0.8911342153140327, "mask_rcnn/false_negative": 0.10215207612556013, "mask_rcnn/false_positive": 0.13761446131112448, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.0, "time": 0.7654365673661232, "total_loss": 1.4728124250541441} {"data_time": 0.0169117609038949, "eta_seconds": 36890.730344798416, "iteration": 221379, "loss_fcos_cls": 0.20448778569698334, "loss_fcos_ctr": 0.6142826741561294, "loss_fcos_loc": 0.1610184136661701, "loss_mask": 0.24450903572142124, "loss_maskiou": 0.004554644008749165, "loss_sem_seg": 0.2051793453283608, "lr": 0.001, "mask_rcnn/accuracy": 0.8794906079245588, "mask_rcnn/false_negative": 0.08692373295640363, "mask_rcnn/false_positive": 0.13192873724901244, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.0, "time": 0.7556456690654159, "total_loss": 1.4866616529616294} {"data_time": 0.01570199988782406, "eta_seconds": 36875.55553130433, "iteration": 221399, "loss_fcos_cls": 0.21868347353301942, "loss_fcos_ctr": 0.6185302399098873, "loss_fcos_loc": 0.1782086072198581, "loss_mask": 0.2568693198263645, "loss_maskiou": 0.004768876948219258, "loss_sem_seg": 0.2167220285627991, "lr": 0.001, "mask_rcnn/accuracy": 0.8782484969380779, "mask_rcnn/false_negative": 0.09199759720114319, "mask_rcnn/false_positive": 0.1438394953790413, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.25, "time": 0.7493159463629127, "total_loss": 1.5271017377344833} {"data_time": 0.014837744645774364, "eta_seconds": 36851.98069920577, "iteration": 221419, "loss_fcos_cls": 0.2213861143682152, "loss_fcos_ctr": 0.6168146748095751, "loss_fcos_loc": 0.17604361451230943, "loss_mask": 0.2573250103741884, "loss_maskiou": 0.004836099288922924, "loss_sem_seg": 0.21232499554753304, "lr": 0.001, "mask_rcnn/accuracy": 0.8878246687024325, "mask_rcnn/false_negative": 0.10431270946460694, "mask_rcnn/false_positive": 0.11446799959568435, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.25, "time": 0.7616466423496604, "total_loss": 1.5070509387005586} {"data_time": 0.015835095196962357, "eta_seconds": 36836.809343861416, "iteration": 221439, "loss_fcos_cls": 0.2042302405461669, "loss_fcos_ctr": 0.6137017048895359, "loss_fcos_loc": 0.16790451644919813, "loss_mask": 0.2505320692434907, "loss_maskiou": 0.004520674920058809, "loss_sem_seg": 0.19772731512784958, "lr": 0.001, "mask_rcnn/accuracy": 0.8942868037719404, "mask_rcnn/false_negative": 0.08840974851623327, "mask_rcnn/false_positive": 0.13307395597375338, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.75, "time": 0.7878990741446614, "total_loss": 1.4395082072078367} {"data_time": 0.016456245444715023, "eta_seconds": 36814.699341611005, "iteration": 221459, "loss_fcos_cls": 0.20596844656392932, "loss_fcos_ctr": 0.6173234335146844, "loss_fcos_loc": 0.17557415761984885, "loss_mask": 0.2441737148910761, "loss_maskiou": 0.00482357570581371, "loss_sem_seg": 0.1933135180734098, "lr": 0.001, "mask_rcnn/accuracy": 0.8954581371973993, "mask_rcnn/false_negative": 0.0952047765301528, "mask_rcnn/false_positive": 0.10964304583902262, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 24.75, "time": 0.7682572836056352, "total_loss": 1.4705771686058142} {"data_time": 0.01612627599388361, "eta_seconds": 36791.89178534318, "iteration": 221479, "loss_fcos_cls": 0.21599233383312821, "loss_fcos_ctr": 0.6183011988177896, "loss_fcos_loc": 0.1779100364074111, "loss_mask": 0.25465612672269344, "loss_maskiou": 0.00460971054417314, "loss_sem_seg": 0.218216736568138, "lr": 0.001, "mask_rcnn/accuracy": 0.8802642892600078, "mask_rcnn/false_negative": 0.08841405097716268, "mask_rcnn/false_positive": 0.1390847327504135, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7581088813021779, "total_loss": 1.4844718334061326} {"data_time": 0.015829197131097317, "eta_seconds": 36762.075975132175, "iteration": 221499, "loss_fcos_cls": 0.20572706358507276, "loss_fcos_ctr": 0.6127173453569412, "loss_fcos_loc": 0.16871933604124933, "loss_mask": 0.24439062736928463, "loss_maskiou": 0.004720191776868887, "loss_sem_seg": 0.19243695912882686, "lr": 0.001, "mask_rcnn/accuracy": 0.875420486432027, "mask_rcnn/false_negative": 0.1037166046391234, "mask_rcnn/false_positive": 0.15191181918188873, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.75, "time": 0.7492773896083236, "total_loss": 1.4381911704113008} {"data_time": 0.01441088318824768, "eta_seconds": 36744.092264949344, "iteration": 221519, "loss_fcos_cls": 0.22325071832165122, "loss_fcos_ctr": 0.6158559657633305, "loss_fcos_loc": 0.17880992591381073, "loss_mask": 0.2604703363031149, "loss_maskiou": 0.004909825831418857, "loss_sem_seg": 0.20645242085447535, "lr": 0.001, "mask_rcnn/accuracy": 0.8913993887638466, "mask_rcnn/false_negative": 0.10082095160171417, "mask_rcnn/false_positive": 0.10709087319451543, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 27.25, "time": 0.7631850661709905, "total_loss": 1.4785369634919334} {"data_time": 0.016275202855467796, "eta_seconds": 36734.26665704977, "iteration": 221539, "loss_fcos_cls": 0.21377243084134534, "loss_fcos_ctr": 0.6166415419429541, "loss_fcos_loc": 0.17960826470516622, "loss_mask": 0.2541192630305886, "loss_maskiou": 0.004792233565240167, "loss_sem_seg": 0.18981040525250137, "lr": 0.001, "mask_rcnn/accuracy": 0.8838540881762733, "mask_rcnn/false_negative": 0.09745974825970807, "mask_rcnn/false_positive": 0.1442768259751716, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.25, "time": 0.7813137313351035, "total_loss": 1.450342031312175} {"data_time": 0.01571089681237936, "eta_seconds": 36745.781211795285, "iteration": 221559, "loss_fcos_cls": 0.21086047776043415, "loss_fcos_ctr": 0.6162927336990833, "loss_fcos_loc": 0.1732891360297799, "loss_mask": 0.2528967149555683, "loss_maskiou": 0.0048400493869849015, "loss_sem_seg": 0.22241064999252558, "lr": 0.001, "mask_rcnn/accuracy": 0.8977788147112127, "mask_rcnn/false_negative": 0.07333776929543295, "mask_rcnn/false_positive": 0.11796327555797212, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 22.75, "time": 0.7661289488896728, "total_loss": 1.5010142136561626} {"data_time": 0.015827661380171776, "eta_seconds": 36693.256834736094, "iteration": 221579, "loss_fcos_cls": 0.2199083142913878, "loss_fcos_ctr": 0.6150104720145464, "loss_fcos_loc": 0.17370499204844236, "loss_mask": 0.26366554759442806, "loss_maskiou": 0.005236203731328715, "loss_sem_seg": 0.20271590468473732, "lr": 0.001, "mask_rcnn/accuracy": 0.9028698979591836, "mask_rcnn/false_negative": 0.09764546131108806, "mask_rcnn/false_positive": 0.11696155718093879, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.25, "time": 0.752127243205905, "total_loss": 1.480695848731557} {"data_time": 0.01646637637168169, "eta_seconds": 36688.78563108202, "iteration": 221599, "loss_fcos_cls": 0.21199530898593366, "loss_fcos_ctr": 0.6188450390473008, "loss_fcos_loc": 0.17868655920028687, "loss_mask": 0.25792780332267284, "loss_maskiou": 0.004307834566134261, "loss_sem_seg": 0.202541530597955, "lr": 0.001, "mask_rcnn/accuracy": 0.884736532600053, "mask_rcnn/false_negative": 0.11507729875255951, "mask_rcnn/false_positive": 0.10049757207635097, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.75, "time": 0.7711960822343826, "total_loss": 1.4698927434255893} {"data_time": 0.014934883452951908, "eta_seconds": 36662.94498092495, "iteration": 221619, "loss_fcos_cls": 0.2025066229980439, "loss_fcos_ctr": 0.6184250237420201, "loss_fcos_loc": 0.17478292912710458, "loss_mask": 0.2572580771520734, "loss_maskiou": 0.004577274603434489, "loss_sem_seg": 0.221506621921435, "lr": 0.001, "mask_rcnn/accuracy": 0.870362055295091, "mask_rcnn/false_negative": 0.0907429133932907, "mask_rcnn/false_positive": 0.15714952231744822, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 34.0, "time": 0.7623510407283902, "total_loss": 1.4790894230191043} {"data_time": 0.015382901765406132, "eta_seconds": 36670.56900375057, "iteration": 221639, "loss_fcos_cls": 0.21147821994964033, "loss_fcos_ctr": 0.6169030945748091, "loss_fcos_loc": 0.17625561682507396, "loss_mask": 0.2605134677141905, "loss_maskiou": 0.004539794666925445, "loss_sem_seg": 0.20435095811262727, "lr": 0.001, "mask_rcnn/accuracy": 0.8669269996384381, "mask_rcnn/false_negative": 0.11663232373883478, "mask_rcnn/false_positive": 0.14302008114572415, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 31.5, "time": 0.7876581940799952, "total_loss": 1.4838878064256278} {"data_time": 0.01636040396988392, "eta_seconds": 36632.633127113804, "iteration": 221659, "loss_fcos_cls": 0.21562773431651294, "loss_fcos_ctr": 0.6170065924525261, "loss_fcos_loc": 0.17490341560915112, "loss_mask": 0.254821686539799, "loss_maskiou": 0.004583676622132771, "loss_sem_seg": 0.22822241485118866, "lr": 0.001, "mask_rcnn/accuracy": 0.8841459525883524, "mask_rcnn/false_negative": 0.08466951685985973, "mask_rcnn/false_positive": 0.1364852098567192, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 22.0, "time": 0.7454100884497166, "total_loss": 1.506638145459874} {"data_time": 0.016925103962421417, "eta_seconds": 36617.47720020823, "iteration": 221679, "loss_fcos_cls": 0.21431398065760732, "loss_fcos_ctr": 0.6179235158488154, "loss_fcos_loc": 0.18087831512093544, "loss_mask": 0.26343362499028444, "loss_maskiou": 0.004988746368326247, "loss_sem_seg": 0.19329627335537225, "lr": 0.001, "mask_rcnn/accuracy": 0.8849086617405584, "mask_rcnn/false_negative": 0.08941417860241757, "mask_rcnn/false_positive": 0.14061547097283805, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.75, "time": 0.7572781126946211, "total_loss": 1.4833608273038408} {"data_time": 0.015086423605680466, "eta_seconds": 36596.15255323984, "iteration": 221699, "loss_fcos_cls": 0.2110884035937488, "loss_fcos_ctr": 0.6157061979174614, "loss_fcos_loc": 0.1728217680938542, "loss_mask": 0.24732689000666142, "loss_maskiou": 0.004882855693722377, "loss_sem_seg": 0.1941755135776475, "lr": 0.001, "mask_rcnn/accuracy": 0.8875801749271137, "mask_rcnn/false_negative": 0.0956194118157367, "mask_rcnn/false_positive": 0.1415495565854162, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.5, "time": 0.7591972965747118, "total_loss": 1.4530280894396128} {"data_time": 0.01700520236045122, "eta_seconds": 36580.99918061681, "iteration": 221719, "loss_fcos_cls": 0.2050243690609932, "loss_fcos_ctr": 0.6158335572108626, "loss_fcos_loc": 0.1756044386420399, "loss_mask": 0.25572612741962075, "loss_maskiou": 0.004333632248744834, "loss_sem_seg": 0.22646168596111238, "lr": 0.001, "mask_rcnn/accuracy": 0.8933152392973822, "mask_rcnn/false_negative": 0.08884325836785388, "mask_rcnn/false_positive": 0.12924371275527596, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.25, "time": 0.753383575938642, "total_loss": 1.4964336925913813} {"data_time": 0.017115548253059387, "eta_seconds": 36564.57426984608, "iteration": 221739, "loss_fcos_cls": 0.20774578675627708, "loss_fcos_ctr": 0.6193257961422205, "loss_fcos_loc": 0.1859646167140454, "loss_mask": 0.2684155749157071, "loss_maskiou": 0.0049365723971277475, "loss_sem_seg": 0.2382284179329872, "lr": 0.001, "mask_rcnn/accuracy": 0.881906512605042, "mask_rcnn/false_negative": 0.10529562326560661, "mask_rcnn/false_positive": 0.12914927559371092, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 22.75, "time": 0.7646301947534084, "total_loss": 1.4934369652473833} {"data_time": 0.01809671800583601, "eta_seconds": 36565.53437781334, "iteration": 221759, "loss_fcos_cls": 0.21846426324918866, "loss_fcos_ctr": 0.6168063236400485, "loss_fcos_loc": 0.1811917960876599, "loss_mask": 0.27457928005605936, "loss_maskiou": 0.005039438077801606, "loss_sem_seg": 0.20781294465996325, "lr": 0.001, "mask_rcnn/accuracy": 0.8808932450439926, "mask_rcnn/false_negative": 0.11281826886414059, "mask_rcnn/false_positive": 0.1408341839324284, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7687252247706056, "total_loss": 1.497057065636909} {"data_time": 0.016409778967499733, "eta_seconds": 36547.036428871565, "iteration": 221779, "loss_fcos_cls": 0.21873604564461857, "loss_fcos_ctr": 0.6160812955349684, "loss_fcos_loc": 0.170880006859079, "loss_mask": 0.26579460594803095, "loss_maskiou": 0.005141955480212346, "loss_sem_seg": 0.2062979938928038, "lr": 0.001, "mask_rcnn/accuracy": 0.8997649252751294, "mask_rcnn/false_negative": 0.0919637708481616, "mask_rcnn/false_positive": 0.1182588012670843, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 37.25, "time": 0.747663059271872, "total_loss": 1.5112377529221703} {"data_time": 0.01654038019478321, "eta_seconds": 36521.72231010441, "iteration": 221799, "loss_fcos_cls": 0.21810730412835255, "loss_fcos_ctr": 0.6155511792749166, "loss_fcos_loc": 0.1746606973465532, "loss_mask": 0.26092586293816566, "loss_maskiou": 0.005793717038613977, "loss_sem_seg": 0.19096617656759918, "lr": 0.001, "mask_rcnn/accuracy": 0.870680786050684, "mask_rcnn/false_negative": 0.1025457097609849, "mask_rcnn/false_positive": 0.13493875707674902, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 34.25, "time": 0.736697374843061, "total_loss": 1.4427504678806145} {"data_time": 0.016080379486083984, "eta_seconds": 36511.385711869225, "iteration": 221819, "loss_fcos_cls": 0.2020367495715618, "loss_fcos_ctr": 0.6169059053063393, "loss_fcos_loc": 0.18039447732735425, "loss_mask": 0.26128080394119024, "loss_maskiou": 0.005004990427551093, "loss_sem_seg": 0.22184310294687748, "lr": 0.001, "mask_rcnn/accuracy": 0.8918701409135082, "mask_rcnn/false_negative": 0.08095031662862925, "mask_rcnn/false_positive": 0.13897566003409847, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.0, "time": 0.766333619132638, "total_loss": 1.4938428560344619} {"data_time": 0.01760101318359375, "eta_seconds": 36536.41693010554, "iteration": 221839, "loss_fcos_cls": 0.20684747188352048, "loss_fcos_ctr": 0.6143733914941549, "loss_fcos_loc": 0.1726459971978329, "loss_mask": 0.25490153580904007, "loss_maskiou": 0.0048290148843079805, "loss_sem_seg": 0.20103228092193604, "lr": 0.001, "mask_rcnn/accuracy": 0.8777157400263551, "mask_rcnn/false_negative": 0.10479420788526136, "mask_rcnn/false_positive": 0.1408462419094556, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 26.5, "time": 0.7614269498735666, "total_loss": 1.4764226926708943} {"data_time": 0.013860274106264114, "eta_seconds": 36503.750179060735, "iteration": 221859, "loss_fcos_cls": 0.21379001421155408, "loss_fcos_ctr": 0.6194614758715034, "loss_fcos_loc": 0.18728816614020616, "loss_mask": 0.2537906067445874, "loss_maskiou": 0.0043910342719755135, "loss_sem_seg": 0.20550581300631166, "lr": 0.001, "mask_rcnn/accuracy": 0.9006741235721455, "mask_rcnn/false_negative": 0.09444529888715936, "mask_rcnn/false_positive": 0.11376149060110499, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.75, "time": 0.7445751996710896, "total_loss": 1.4829446265612205} {"data_time": 0.017529909498989582, "eta_seconds": 36506.07169895992, "iteration": 221879, "loss_fcos_cls": 0.20934848301112652, "loss_fcos_ctr": 0.6162531729787588, "loss_fcos_loc": 0.17439466528594494, "loss_mask": 0.25676361192017794, "loss_maskiou": 0.0046848272904753685, "loss_sem_seg": 0.21350127272307873, "lr": 0.001, "mask_rcnn/accuracy": 0.8848421567820084, "mask_rcnn/false_negative": 0.1004888259818857, "mask_rcnn/false_positive": 0.11928528194095941, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 29.75, "time": 0.7632864722982049, "total_loss": 1.4797334944851173} {"data_time": 0.017204225063323975, "eta_seconds": 36459.4176967144, "iteration": 221899, "loss_fcos_cls": 0.20604986243415624, "loss_fcos_ctr": 0.615605884231627, "loss_fcos_loc": 0.1727237906306982, "loss_mask": 0.24197846837341785, "loss_maskiou": 0.004472320302738808, "loss_sem_seg": 0.1924964808858931, "lr": 0.001, "mask_rcnn/accuracy": 0.8960005929629377, "mask_rcnn/false_negative": 0.09227350163952965, "mask_rcnn/false_positive": 0.12658521967043512, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.75, "time": 0.7555332006886601, "total_loss": 1.4554450194555102} {"data_time": 0.015707536600530148, "eta_seconds": 36458.25413596351, "iteration": 221919, "loss_fcos_cls": 0.20246998546645045, "loss_fcos_ctr": 0.6151032615453005, "loss_fcos_loc": 0.1628390585538, "loss_mask": 0.26310301199555397, "loss_maskiou": 0.005215933779254556, "loss_sem_seg": 0.18992646131664515, "lr": 0.001, "mask_rcnn/accuracy": 0.8909329418596155, "mask_rcnn/false_negative": 0.09532745141508828, "mask_rcnn/false_positive": 0.13412925681631588, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.5, "time": 0.7550012273713946, "total_loss": 1.4615234345765202} {"data_time": 0.01500829216092825, "eta_seconds": 36457.52546025254, "iteration": 221939, "loss_fcos_cls": 0.2049035734962672, "loss_fcos_ctr": 0.6157336388714612, "loss_fcos_loc": 0.1696203933097422, "loss_mask": 0.25288566015660763, "loss_maskiou": 0.004586025963362772, "loss_sem_seg": 0.19166246009990573, "lr": 0.001, "mask_rcnn/accuracy": 0.8858230792316927, "mask_rcnn/false_negative": 0.11132238248891174, "mask_rcnn/false_positive": 0.14399510003062768, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 33.75, "time": 0.7595388302579522, "total_loss": 1.4528489295735199} {"data_time": 0.016630658879876137, "eta_seconds": 36447.70641640294, "iteration": 221959, "loss_fcos_cls": 0.21231999387964606, "loss_fcos_ctr": 0.6201052097603679, "loss_fcos_loc": 0.172559411264956, "loss_mask": 0.25124138686805964, "loss_maskiou": 0.004535613035841379, "loss_sem_seg": 0.20850140525726601, "lr": 0.001, "mask_rcnn/accuracy": 0.8858044733044733, "mask_rcnn/false_negative": 0.09195760093859451, "mask_rcnn/false_positive": 0.1388621254790655, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.25, "time": 0.7767123356461525, "total_loss": 1.4404041012667221} {"data_time": 0.017283222638070583, "eta_seconds": 36432.532832832076, "iteration": 221979, "loss_fcos_cls": 0.20502258860506117, "loss_fcos_ctr": 0.6194010451436043, "loss_fcos_loc": 0.18450817768462002, "loss_mask": 0.2578216092661023, "loss_maskiou": 0.0045116984838387, "loss_sem_seg": 0.1903009880334139, "lr": 0.001, "mask_rcnn/accuracy": 0.8815577539155197, "mask_rcnn/false_negative": 0.1010705782009113, "mask_rcnn/false_positive": 0.1303783856016364, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 32.0, "time": 0.735083038918674, "total_loss": 1.448606790821941} {"data_time": 0.014676355756819248, "eta_seconds": 36496.0898484122, "iteration": 221999, "loss_fcos_cls": 0.2070451241452247, "loss_fcos_ctr": 0.6152313947677612, "loss_fcos_loc": 0.17559981683734804, "loss_mask": 0.26361691672354937, "loss_maskiou": 0.004959057645464782, "loss_sem_seg": 0.19163465686142445, "lr": 0.001, "mask_rcnn/accuracy": 0.8858274512812644, "mask_rcnn/false_negative": 0.08464060568788662, "mask_rcnn/false_positive": 0.1569774471115856, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 23.75, "time": 0.7802761625498533, "total_loss": 1.4727646407336579} {"data_time": 0.018309648148715496, "eta_seconds": 36491.82982590515, "iteration": 222019, "loss_fcos_cls": 0.19713180256076157, "loss_fcos_ctr": 0.6128531629219651, "loss_fcos_loc": 0.16913282207679003, "loss_mask": 0.255217176862061, "loss_maskiou": 0.0050599750138644595, "loss_sem_seg": 0.19745338475331664, "lr": 0.001, "mask_rcnn/accuracy": 0.8776874359782523, "mask_rcnn/false_negative": 0.09724201191230827, "mask_rcnn/false_positive": 0.1614108974528523, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 37.25, "time": 0.775855103507638, "total_loss": 1.4599599905359355} {"data_time": 0.0163843696936965, "eta_seconds": 36476.618875809945, "iteration": 222039, "loss_fcos_cls": 0.21525436150841415, "loss_fcos_ctr": 0.6135220779106021, "loss_fcos_loc": 0.17004428966902196, "loss_mask": 0.2486049821600318, "loss_maskiou": 0.004466418842639541, "loss_sem_seg": 0.21251320070587099, "lr": 0.001, "mask_rcnn/accuracy": 0.895774250524678, "mask_rcnn/false_negative": 0.10119437215029821, "mask_rcnn/false_positive": 0.12668003565560515, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.25, "time": 0.7631958266720176, "total_loss": 1.4806987890624441} {"data_time": 0.015659683384001255, "eta_seconds": 36457.51778810937, "iteration": 222059, "loss_fcos_cls": 0.21079393482068554, "loss_fcos_ctr": 0.6198702924884856, "loss_fcos_loc": 0.18058811617083848, "loss_mask": 0.24727011704817414, "loss_maskiou": 0.0046605907919001766, "loss_sem_seg": 0.18000252568162978, "lr": 0.001, "mask_rcnn/accuracy": 0.9106886730595853, "mask_rcnn/false_negative": 0.08894888795487658, "mask_rcnn/false_positive": 0.12869594968431505, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 22.75, "time": 0.7340743215754628, "total_loss": 1.4407558153761784} {"data_time": 0.015932044945657253, "eta_seconds": 36445.396627459675, "iteration": 222079, "loss_fcos_cls": 0.19277254433836788, "loss_fcos_ctr": 0.6159236347302794, "loss_fcos_loc": 0.168142898241058, "loss_mask": 0.24945821426808834, "loss_maskiou": 0.005002787154808175, "loss_sem_seg": 0.20917031494900584, "lr": 0.001, "mask_rcnn/accuracy": 0.9102027226415681, "mask_rcnn/false_negative": 0.08207717519794569, "mask_rcnn/false_positive": 0.10345190064087058, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.25, "time": 0.7386732175946236, "total_loss": 1.432635480829049} {"data_time": 0.0168046522885561, "eta_seconds": 36430.18601139262, "iteration": 222099, "loss_fcos_cls": 0.2057049721479416, "loss_fcos_ctr": 0.6187728401273489, "loss_fcos_loc": 0.17503787437453866, "loss_mask": 0.2576281661167741, "loss_maskiou": 0.004446214694326045, "loss_sem_seg": 0.19705534307286143, "lr": 0.001, "mask_rcnn/accuracy": 0.8880540497448979, "mask_rcnn/false_negative": 0.07963782948812323, "mask_rcnn/false_positive": 0.12757858347478543, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.25, "time": 0.7568907709792256, "total_loss": 1.454943419455958} {"data_time": 0.017705513164401054, "eta_seconds": 36443.80517185293, "iteration": 222119, "loss_fcos_cls": 0.20422841724939644, "loss_fcos_ctr": 0.6164549114182591, "loss_fcos_loc": 0.17119924002327025, "loss_mask": 0.2639600057154894, "loss_maskiou": 0.00514103675232036, "loss_sem_seg": 0.19350231508724391, "lr": 0.001, "mask_rcnn/accuracy": 0.8787149234693878, "mask_rcnn/false_negative": 0.11003948692159907, "mask_rcnn/false_positive": 0.1438464785301615, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.0, "time": 0.7668826840817928, "total_loss": 1.4782450564816827} {"data_time": 0.015970220789313316, "eta_seconds": 36443.22575090546, "iteration": 222139, "loss_fcos_cls": 0.2160767160821706, "loss_fcos_ctr": 0.6194516262039542, "loss_fcos_loc": 0.18062672927044332, "loss_mask": 0.27032396383583546, "loss_maskiou": 0.004929917573463172, "loss_sem_seg": 0.20439985347911716, "lr": 0.001, "mask_rcnn/accuracy": 0.8828922193877551, "mask_rcnn/false_negative": 0.08670480570516437, "mask_rcnn/false_positive": 0.14061976653141042, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7654308499768376, "total_loss": 1.4802730850933585} {"data_time": 0.018243069760501385, "eta_seconds": 36419.26509468164, "iteration": 222159, "loss_fcos_cls": 0.198631590930745, "loss_fcos_ctr": 0.6143619026988745, "loss_fcos_loc": 0.16590791975613683, "loss_mask": 0.24346495931968093, "loss_maskiou": 0.0043440215649752645, "loss_sem_seg": 0.19479075446724892, "lr": 0.001, "mask_rcnn/accuracy": 0.9150970851182716, "mask_rcnn/false_negative": 0.07431441515792081, "mask_rcnn/false_positive": 0.09949934171184632, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 23.75, "time": 0.7530191028490663, "total_loss": 1.448163252978702} {"data_time": 0.017699962481856346, "eta_seconds": 36369.343547124416, "iteration": 222179, "loss_fcos_cls": 0.20519553520716727, "loss_fcos_ctr": 0.6173770725727081, "loss_fcos_loc": 0.17176402173936367, "loss_mask": 0.2610808736644685, "loss_maskiou": 0.004667932646043482, "loss_sem_seg": 0.19381907721981406, "lr": 0.001, "mask_rcnn/accuracy": 0.8923160929120844, "mask_rcnn/false_negative": 0.0930981054668738, "mask_rcnn/false_positive": 0.12125411841736619, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.25, "time": 0.7439357861876488, "total_loss": 1.4504474540881347} {"data_time": 0.015241079963743687, "eta_seconds": 36363.034424263984, "iteration": 222199, "loss_fcos_cls": 0.20212314557284117, "loss_fcos_ctr": 0.6208862038329244, "loss_fcos_loc": 0.17068665905389935, "loss_mask": 0.26409004256129265, "loss_maskiou": 0.00458191815232567, "loss_sem_seg": 0.19542107521556318, "lr": 0.001, "mask_rcnn/accuracy": 0.9079179748822606, "mask_rcnn/false_negative": 0.07292248872381171, "mask_rcnn/false_positive": 0.11401341190958364, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.25, "time": 0.7630912102758884, "total_loss": 1.4768530657602241} {"data_time": 0.016811837442219257, "eta_seconds": 36347.8200838007, "iteration": 222219, "loss_fcos_cls": 0.20532008667942137, "loss_fcos_ctr": 0.614177918061614, "loss_fcos_loc": 0.1646710354834795, "loss_mask": 0.24934653472155333, "loss_maskiou": 0.004698108023148961, "loss_sem_seg": 0.21011217241175473, "lr": 0.001, "mask_rcnn/accuracy": 0.9075150552024088, "mask_rcnn/false_negative": 0.08991551203387665, "mask_rcnn/false_positive": 0.11800545053547491, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.25, "time": 0.7527940049767494, "total_loss": 1.4423042008202174} {"data_time": 0.017606565728783607, "eta_seconds": 36311.141619698144, "iteration": 222239, "loss_fcos_cls": 0.20631446153856814, "loss_fcos_ctr": 0.617850573733449, "loss_fcos_loc": 0.17987463937606663, "loss_mask": 0.2722007464617491, "loss_maskiou": 0.004730019223643467, "loss_sem_seg": 0.21547677600756288, "lr": 0.001, "mask_rcnn/accuracy": 0.8754995748299319, "mask_rcnn/false_negative": 0.09654320212739495, "mask_rcnn/false_positive": 0.13745647146159642, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.5, "time": 0.7312929825857282, "total_loss": 1.513486131298123} {"data_time": 0.016320970840752125, "eta_seconds": 36301.14582274575, "iteration": 222259, "loss_fcos_cls": 0.23149183299392462, "loss_fcos_ctr": 0.6165462890639901, "loss_fcos_loc": 0.17543362265860196, "loss_mask": 0.24810287449508905, "loss_maskiou": 0.004708807020506356, "loss_sem_seg": 0.21744784200564027, "lr": 0.001, "mask_rcnn/accuracy": 0.8769785685022997, "mask_rcnn/false_negative": 0.10849570390877886, "mask_rcnn/false_positive": 0.14403232775555758, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.25, "time": 0.7654781900346279, "total_loss": 1.4939360117678007} {"data_time": 0.016404082998633385, "eta_seconds": 36285.93828799669, "iteration": 222279, "loss_fcos_cls": 0.20442294713575393, "loss_fcos_ctr": 0.6147353099659085, "loss_fcos_loc": 0.1672041555866599, "loss_mask": 0.25369680067524314, "loss_maskiou": 0.004798762471182272, "loss_sem_seg": 0.22031097230501473, "lr": 0.001, "mask_rcnn/accuracy": 0.8829816889161679, "mask_rcnn/false_negative": 0.09613695905088147, "mask_rcnn/false_positive": 0.1484687163775496, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.75, "time": 0.7585743935778737, "total_loss": 1.4716557852952974} {"data_time": 0.016115299426019192, "eta_seconds": 36251.1595780598, "iteration": 222299, "loss_fcos_cls": 0.20587984193116426, "loss_fcos_ctr": 0.6148994211107492, "loss_fcos_loc": 0.1727828870061785, "loss_mask": 0.2534626377746463, "loss_maskiou": 0.004338670172728598, "loss_sem_seg": 0.22732863947749138, "lr": 0.001, "mask_rcnn/accuracy": 0.8772112854575793, "mask_rcnn/false_negative": 0.09650114981700181, "mask_rcnn/false_positive": 0.12999084059710098, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.5, "time": 0.7596264537423849, "total_loss": 1.47672975367459} {"data_time": 0.015043309889733791, "eta_seconds": 36229.82026611734, "iteration": 222319, "loss_fcos_cls": 0.2100542263360694, "loss_fcos_ctr": 0.6156952558085322, "loss_fcos_loc": 0.17344397318083793, "loss_mask": 0.2572669521905482, "loss_maskiou": 0.004539902729447931, "loss_sem_seg": 0.21032787230797112, "lr": 0.001, "mask_rcnn/accuracy": 0.899367446124965, "mask_rcnn/false_negative": 0.09244489489855515, "mask_rcnn/false_positive": 0.12462252235307936, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 21.75, "time": 0.7410134188830853, "total_loss": 1.4689533856435446} {"data_time": 0.016539364121854305, "eta_seconds": 36228.838072967716, "iteration": 222339, "loss_fcos_cls": 0.20332305133342743, "loss_fcos_ctr": 0.6151833403855562, "loss_fcos_loc": 0.16524125612340868, "loss_mask": 0.2603044919669628, "loss_maskiou": 0.004821992908546235, "loss_sem_seg": 0.20791530329734087, "lr": 0.001, "mask_rcnn/accuracy": 0.8976914922976567, "mask_rcnn/false_negative": 0.08129698243316383, "mask_rcnn/false_positive": 0.11707197876678531, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.75, "time": 0.7642227048054338, "total_loss": 1.4612802337360336} {"data_time": 0.016464130021631718, "eta_seconds": 36164.05483859964, "iteration": 222359, "loss_fcos_cls": 0.21450763556640595, "loss_fcos_ctr": 0.6137908166274428, "loss_fcos_loc": 0.16588148928713053, "loss_mask": 0.2544647688046098, "loss_maskiou": 0.004813193895643053, "loss_sem_seg": 0.19814542424865067, "lr": 0.001, "mask_rcnn/accuracy": 0.9020364724837303, "mask_rcnn/false_negative": 0.08299072858377898, "mask_rcnn/false_positive": 0.1142020446312424, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 26.5, "time": 0.7351419599726796, "total_loss": 1.461427028887556} {"data_time": 0.015796642750501633, "eta_seconds": 36148.87293442525, "iteration": 222379, "loss_fcos_cls": 0.2045523541746661, "loss_fcos_ctr": 0.6176558178849518, "loss_fcos_loc": 0.17906834825407714, "loss_mask": 0.24770137015730143, "loss_maskiou": 0.004228946436342085, "loss_sem_seg": 0.1837427280843258, "lr": 0.001, "mask_rcnn/accuracy": 0.8886449599804429, "mask_rcnn/false_negative": 0.09094146241814549, "mask_rcnn/false_positive": 0.1214410256716909, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.75, "time": 0.7599669527262449, "total_loss": 1.4433931070088875} {"data_time": 0.01569477468729019, "eta_seconds": 36189.498801098205, "iteration": 222399, "loss_fcos_cls": 0.20503592886961997, "loss_fcos_ctr": 0.6177647789008915, "loss_fcos_loc": 0.1777428889181465, "loss_mask": 0.26199525129050016, "loss_maskiou": 0.00487470567895798, "loss_sem_seg": 0.196919871494174, "lr": 0.001, "mask_rcnn/accuracy": 0.8895277123822881, "mask_rcnn/false_negative": 0.11392307995724008, "mask_rcnn/false_positive": 0.12641512392989868, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.25, "time": 0.7759415498003364, "total_loss": 1.4456277897115797} {"data_time": 0.016638832166790962, "eta_seconds": 36153.83649844024, "iteration": 222419, "loss_fcos_cls": 0.19797110476065427, "loss_fcos_ctr": 0.6166845886036754, "loss_fcos_loc": 0.16594742925371975, "loss_mask": 0.26785967592149973, "loss_maskiou": 0.004624726760084741, "loss_sem_seg": 0.2076037733349949, "lr": 0.001, "mask_rcnn/accuracy": 0.8825895207014272, "mask_rcnn/false_negative": 0.08097101584018684, "mask_rcnn/false_positive": 0.13171818425002346, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.5, "time": 0.7486970778554678, "total_loss": 1.4525247811543522} {"data_time": 0.01625798363238573, "eta_seconds": 36096.018917524256, "iteration": 222439, "loss_fcos_cls": 0.2061312855221331, "loss_fcos_ctr": 0.6159564275294542, "loss_fcos_loc": 0.17260626470670104, "loss_mask": 0.25987324863672256, "loss_maskiou": 0.004688073611760046, "loss_sem_seg": 0.20046707009896636, "lr": 0.001, "mask_rcnn/accuracy": 0.8774180029154519, "mask_rcnn/false_negative": 0.09343440833687491, "mask_rcnn/false_positive": 0.1326164652406278, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 25.0, "time": 0.7486442271620035, "total_loss": 1.4648469172661862} {"data_time": 0.01631198264658451, "eta_seconds": 36080.84008658398, "iteration": 222459, "loss_fcos_cls": 0.2113320854259655, "loss_fcos_ctr": 0.6175251556560397, "loss_fcos_loc": 0.1740576250012964, "loss_mask": 0.25383142847567797, "loss_maskiou": 0.0046372139258892275, "loss_sem_seg": 0.2128137070685625, "lr": 0.001, "mask_rcnn/accuracy": 0.8911656746031746, "mask_rcnn/false_negative": 0.09744001710665884, "mask_rcnn/false_positive": 0.12113917725173659, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 34.0, "time": 0.7591355862095952, "total_loss": 1.4932083773528575} {"data_time": 0.015431232750415802, "eta_seconds": 36065.6612556437, "iteration": 222479, "loss_fcos_cls": 0.20461257849819958, "loss_fcos_ctr": 0.6157224392518401, "loss_fcos_loc": 0.1724988331552595, "loss_mask": 0.2598104337230325, "loss_maskiou": 0.004700340039562434, "loss_sem_seg": 0.19195227907039225, "lr": 0.001, "mask_rcnn/accuracy": 0.8944922893969618, "mask_rcnn/false_negative": 0.09603685140989304, "mask_rcnn/false_positive": 0.12266493028207791, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.0, "time": 0.7574016228318214, "total_loss": 1.4536269890450058} {"data_time": 0.01565728709101677, "eta_seconds": 36057.79929335788, "iteration": 222499, "loss_fcos_cls": 0.20533616992179304, "loss_fcos_ctr": 0.6157304653897882, "loss_fcos_loc": 0.17306392337195575, "loss_mask": 0.2581455362960696, "loss_maskiou": 0.0047452993585466174, "loss_sem_seg": 0.20629095251206309, "lr": 0.001, "mask_rcnn/accuracy": 0.878021844442652, "mask_rcnn/false_negative": 0.10910544237075236, "mask_rcnn/false_positive": 0.1379438295322615, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 26.0, "time": 0.7637017676606774, "total_loss": 1.471470145857893} {"data_time": 0.01684563234448433, "eta_seconds": 36027.65833175741, "iteration": 222519, "loss_fcos_cls": 0.2054584596771747, "loss_fcos_ctr": 0.6143374489620328, "loss_fcos_loc": 0.16750450793188065, "loss_mask": 0.245331852696836, "loss_maskiou": 0.0048287528588844, "loss_sem_seg": 0.18612693692557514, "lr": 0.001, "mask_rcnn/accuracy": 0.8888667360147943, "mask_rcnn/false_negative": 0.09547732821035305, "mask_rcnn/false_positive": 0.12268611814710594, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 38.0, "time": 0.7461824733763933, "total_loss": 1.4378323695418658} {"data_time": 0.017863349989056587, "eta_seconds": 35999.21015973762, "iteration": 222539, "loss_fcos_cls": 0.20411998149938881, "loss_fcos_ctr": 0.6206673374399543, "loss_fcos_loc": 0.1772027425467968, "loss_mask": 0.24916749075055122, "loss_maskiou": 0.004687749518780038, "loss_sem_seg": 0.21094642946263775, "lr": 0.001, "mask_rcnn/accuracy": 0.8866343641114982, "mask_rcnn/false_negative": 0.1163964326937105, "mask_rcnn/false_positive": 0.1161443732060955, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.75, "time": 0.7603402677923441, "total_loss": 1.4749244122540404} {"data_time": 0.014957573264837265, "eta_seconds": 35976.4804082131, "iteration": 222559, "loss_fcos_cls": 0.20681736280675977, "loss_fcos_ctr": 0.6192088946700096, "loss_fcos_loc": 0.1795526877976954, "loss_mask": 0.2534648319706321, "loss_maskiou": 0.004967399552697316, "loss_sem_seg": 0.19631201261654496, "lr": 0.001, "mask_rcnn/accuracy": 0.8851618978312328, "mask_rcnn/false_negative": 0.11085876189701094, "mask_rcnn/false_positive": 0.1477231995742632, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 21.25, "time": 0.7716238368302584, "total_loss": 1.4985669358939049} {"data_time": 0.0175181832164526, "eta_seconds": 35982.13149997406, "iteration": 222579, "loss_fcos_cls": 0.2024976429529488, "loss_fcos_ctr": 0.6188693270087242, "loss_fcos_loc": 0.17416334804147482, "loss_mask": 0.2567385472357273, "loss_maskiou": 0.004835917901800713, "loss_sem_seg": 0.20450415974482894, "lr": 0.001, "mask_rcnn/accuracy": 0.8791334260977118, "mask_rcnn/false_negative": 0.09557716447458349, "mask_rcnn/false_positive": 0.14196666446316597, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.25, "time": 0.7619547368958592, "total_loss": 1.477528193841863} {"data_time": 0.016614776104688644, "eta_seconds": 35918.78198007122, "iteration": 222599, "loss_fcos_cls": 0.20465043163858354, "loss_fcos_ctr": 0.6153612079797313, "loss_fcos_loc": 0.17171022896945942, "loss_mask": 0.2624449571594596, "loss_maskiou": 0.004776105735800229, "loss_sem_seg": 0.20799425872974098, "lr": 0.001, "mask_rcnn/accuracy": 0.8929003666684066, "mask_rcnn/false_negative": 0.09319027877545669, "mask_rcnn/false_positive": 0.14187125555411984, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 23.75, "time": 0.7412181505933404, "total_loss": 1.4631028873554897} {"data_time": 0.017857822589576244, "eta_seconds": 35894.11604850646, "iteration": 222619, "loss_fcos_cls": 0.2031716494821012, "loss_fcos_ctr": 0.6190497814677656, "loss_fcos_loc": 0.1825052711647004, "loss_mask": 0.25999752385541797, "loss_maskiou": 0.004869110547588207, "loss_sem_seg": 0.20752407156396657, "lr": 0.001, "mask_rcnn/accuracy": 0.8907467845437771, "mask_rcnn/false_negative": 0.0921281716523322, "mask_rcnn/false_positive": 0.12477568121428248, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.5, "time": 0.7388861160725355, "total_loss": 1.4739736813025957} {"data_time": 0.016404452733695507, "eta_seconds": 35869.723546075635, "iteration": 222639, "loss_fcos_cls": 0.205312296631746, "loss_fcos_ctr": 0.6154980836436152, "loss_fcos_loc": 0.1693892937619239, "loss_mask": 0.25063672568649054, "loss_maskiou": 0.00458968694874784, "loss_sem_seg": 0.18316728435456753, "lr": 0.001, "mask_rcnn/accuracy": 0.8686023093447905, "mask_rcnn/false_negative": 0.11552468291334056, "mask_rcnn/false_positive": 0.13402011413399562, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 29.5, "time": 0.7676010150462389, "total_loss": 1.4320312384297722} {"data_time": 0.016004664823412895, "eta_seconds": 35863.744375913404, "iteration": 222659, "loss_fcos_cls": 0.20901083818171173, "loss_fcos_ctr": 0.6171481693163514, "loss_fcos_loc": 0.1786721475655213, "loss_mask": 0.2608888503164053, "loss_maskiou": 0.0044238812261028215, "loss_sem_seg": 0.18404305703006685, "lr": 0.001, "mask_rcnn/accuracy": 0.8829629160152674, "mask_rcnn/false_negative": 0.08881019343253779, "mask_rcnn/false_positive": 0.1455943979166822, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.75, "time": 0.7337485523894429, "total_loss": 1.4793115071151988} {"data_time": 0.015737196430563927, "eta_seconds": 35848.59313518088, "iteration": 222679, "loss_fcos_cls": 0.20880978042259812, "loss_fcos_ctr": 0.6184528982266784, "loss_fcos_loc": 0.17308109253644943, "loss_mask": 0.2557127089239657, "loss_maskiou": 0.004032539036415983, "loss_sem_seg": 0.19211322837509215, "lr": 0.001, "mask_rcnn/accuracy": 0.886061716353208, "mask_rcnn/false_negative": 0.091286788822736, "mask_rcnn/false_positive": 0.1297454516092651, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.75, "time": 0.7521666549146175, "total_loss": 1.4448196422126784} {"data_time": 0.016746832989156246, "eta_seconds": 35852.32296748739, "iteration": 222699, "loss_fcos_cls": 0.2021904899738729, "loss_fcos_ctr": 0.6155184982344508, "loss_fcos_loc": 0.1713854402769357, "loss_mask": 0.24993501510471106, "loss_maskiou": 0.004381071456009522, "loss_sem_seg": 0.18911385140381753, "lr": 0.001, "mask_rcnn/accuracy": 0.8970504410555431, "mask_rcnn/false_negative": 0.08376919615221945, "mask_rcnn/false_positive": 0.13215469518964967, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 19.75, "time": 0.7780842892825603, "total_loss": 1.443114193261863} {"data_time": 0.015368207357823849, "eta_seconds": 35856.15532817505, "iteration": 222719, "loss_fcos_cls": 0.20342587819322944, "loss_fcos_ctr": 0.6169772911816835, "loss_fcos_loc": 0.17193109192885458, "loss_mask": 0.25709706638008356, "loss_maskiou": 0.004876567953033373, "loss_sem_seg": 0.20176857034675777, "lr": 0.001, "mask_rcnn/accuracy": 0.893397951076617, "mask_rcnn/false_negative": 0.0947619219358602, "mask_rcnn/false_positive": 0.1200688969847244, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7656117510050535, "total_loss": 1.4556821681253496} {"data_time": 0.0162506140768528, "eta_seconds": 35822.004519279115, "iteration": 222739, "loss_fcos_cls": 0.18818863946944475, "loss_fcos_ctr": 0.6152352169156075, "loss_fcos_loc": 0.1560348056955263, "loss_mask": 0.24549390887841582, "loss_maskiou": 0.005293320929922629, "loss_sem_seg": 0.19092063349671662, "lr": 0.001, "mask_rcnn/accuracy": 0.9001363234812712, "mask_rcnn/false_negative": 0.08691742623843188, "mask_rcnn/false_positive": 0.11528397306019812, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.25, "time": 0.7554498333483934, "total_loss": 1.4118033989143441} {"data_time": 0.01632058061659336, "eta_seconds": 35787.9881722508, "iteration": 222759, "loss_fcos_cls": 0.20081107108853757, "loss_fcos_ctr": 0.6148524535819888, "loss_fcos_loc": 0.16589619731530547, "loss_mask": 0.25327547499909997, "loss_maskiou": 0.0045988519850652665, "loss_sem_seg": 0.210987679194659, "lr": 0.001, "mask_rcnn/accuracy": 0.8882893321262931, "mask_rcnn/false_negative": 0.08490123622557111, "mask_rcnn/false_positive": 0.12655298041497218, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.5, "time": 0.7697508903220296, "total_loss": 1.4386292735489405} {"data_time": 0.01641124114394188, "eta_seconds": 35772.83693151828, "iteration": 222779, "loss_fcos_cls": 0.20452244626358151, "loss_fcos_ctr": 0.616224929690361, "loss_fcos_loc": 0.17204070842126384, "loss_mask": 0.2575745237991214, "loss_maskiou": 0.004485433670197381, "loss_sem_seg": 0.20293720625340939, "lr": 0.001, "mask_rcnn/accuracy": 0.8792376770798275, "mask_rcnn/false_negative": 0.10163968930373722, "mask_rcnn/false_positive": 0.13044447989917687, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.25, "time": 0.7566359229385853, "total_loss": 1.4609227963410376} {"data_time": 0.016195406205952168, "eta_seconds": 35776.526846966706, "iteration": 222799, "loss_fcos_cls": 0.20773505850229412, "loss_fcos_ctr": 0.6163155157119036, "loss_fcos_loc": 0.17624734569108114, "loss_mask": 0.25622220849618316, "loss_maskiou": 0.005461017222842202, "loss_sem_seg": 0.19889496080577374, "lr": 0.001, "mask_rcnn/accuracy": 0.8772793792346324, "mask_rcnn/false_negative": 0.1140111388919544, "mask_rcnn/false_positive": 0.12320441243150643, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.25, "time": 0.7473553903400898, "total_loss": 1.468167807564896} {"data_time": 0.015946513041853905, "eta_seconds": 35742.53445005324, "iteration": 222819, "loss_fcos_cls": 0.2018434654455632, "loss_fcos_ctr": 0.6154372673481703, "loss_fcos_loc": 0.16739659395534545, "loss_mask": 0.24748785747215152, "loss_maskiou": 0.004538927161775064, "loss_sem_seg": 0.1952367485500872, "lr": 0.001, "mask_rcnn/accuracy": 0.8748588742726006, "mask_rcnn/false_negative": 0.11807149647571795, "mask_rcnn/false_positive": 0.12736569520630137, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.25, "time": 0.7626484958454967, "total_loss": 1.4363124486117158} {"data_time": 0.016201569698750973, "eta_seconds": 35705.691136314534, "iteration": 222839, "loss_fcos_cls": 0.20797045482322574, "loss_fcos_ctr": 0.6139936074614525, "loss_fcos_loc": 0.1719681415706873, "loss_mask": 0.250536291860044, "loss_maskiou": 0.004796529834493413, "loss_sem_seg": 0.20462576125282794, "lr": 0.001, "mask_rcnn/accuracy": 0.8881992470054966, "mask_rcnn/false_negative": 0.09689161399004859, "mask_rcnn/false_positive": 0.1288938705419983, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.75, "time": 0.7416199073195457, "total_loss": 1.4734182598385814} {"data_time": 0.01633624453097582, "eta_seconds": 35690.54909473937, "iteration": 222859, "loss_fcos_cls": 0.2047527336399071, "loss_fcos_ctr": 0.6145850005559623, "loss_fcos_loc": 0.17576545476913452, "loss_mask": 0.25156630109995604, "loss_maskiou": 0.00470603522262536, "loss_sem_seg": 0.18802524683997035, "lr": 0.001, "mask_rcnn/accuracy": 0.8969279709634979, "mask_rcnn/false_negative": 0.086762421576023, "mask_rcnn/false_positive": 0.11142068333702651, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.7534029679372907, "total_loss": 1.4521252934646327} {"data_time": 0.017100470140576363, "eta_seconds": 35660.60333247855, "iteration": 222879, "loss_fcos_cls": 0.21072194853331894, "loss_fcos_ctr": 0.6159890498965979, "loss_fcos_loc": 0.17587660520803183, "loss_mask": 0.2548034228384495, "loss_maskiou": 0.004686950764153153, "loss_sem_seg": 0.20850899629294872, "lr": 0.001, "mask_rcnn/accuracy": 0.8948772457701029, "mask_rcnn/false_negative": 0.09326415285294753, "mask_rcnn/false_positive": 0.11237383654735118, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.25, "time": 0.7496469430625439, "total_loss": 1.4980214356764918} {"data_time": 0.016586938872933388, "eta_seconds": 35638.8004783066, "iteration": 222899, "loss_fcos_cls": 0.20990509702824056, "loss_fcos_ctr": 0.6166083179414272, "loss_fcos_loc": 0.17707724450156093, "loss_mask": 0.23748243413865566, "loss_maskiou": 0.004185170182608999, "loss_sem_seg": 0.22289380163419992, "lr": 0.001, "mask_rcnn/accuracy": 0.8863599368318756, "mask_rcnn/false_negative": 0.07900504278737507, "mask_rcnn/false_positive": 0.14923731768933024, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.0, "time": 0.7485652696341276, "total_loss": 1.460459202862694} {"data_time": 0.01660162303596735, "eta_seconds": 35637.025327133015, "iteration": 222919, "loss_fcos_cls": 0.20182214386295527, "loss_fcos_ctr": 0.6155955772846937, "loss_fcos_loc": 0.17437595000956208, "loss_mask": 0.2616901248693466, "loss_maskiou": 0.004652005176467355, "loss_sem_seg": 0.21511538769118488, "lr": 0.001, "mask_rcnn/accuracy": 0.8897138884392979, "mask_rcnn/false_negative": 0.08587543252749102, "mask_rcnn/false_positive": 0.11548648987342366, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.5, "time": 0.7684710957109928, "total_loss": 1.450737125458545} {"data_time": 0.016680740751326084, "eta_seconds": 35623.074928857386, "iteration": 222939, "loss_fcos_cls": 0.20423836261034012, "loss_fcos_ctr": 0.6149519891478121, "loss_fcos_loc": 0.17171262111514807, "loss_mask": 0.26257830020040274, "loss_maskiou": 0.005264524355879985, "loss_sem_seg": 0.21006374340504408, "lr": 0.001, "mask_rcnn/accuracy": 0.8798749613481756, "mask_rcnn/false_negative": 0.08381604328957568, "mask_rcnn/false_positive": 0.1571068517412083, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 33.75, "time": 0.7678186604753137, "total_loss": 1.4685787559938035} {"data_time": 0.01490792166441679, "eta_seconds": 35607.935822196305, "iteration": 222959, "loss_fcos_cls": 0.21102999802678823, "loss_fcos_ctr": 0.615688493475318, "loss_fcos_loc": 0.17507496511097997, "loss_mask": 0.257801940664649, "loss_maskiou": 0.004882812369032763, "loss_sem_seg": 0.21269046794623137, "lr": 0.001, "mask_rcnn/accuracy": 0.8994324903874593, "mask_rcnn/false_negative": 0.08742565005788583, "mask_rcnn/false_positive": 0.10445862219557359, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 22.25, "time": 0.7673726482316852, "total_loss": 1.4645236486176145} {"data_time": 0.016925854608416557, "eta_seconds": 35621.32452419307, "iteration": 222979, "loss_fcos_cls": 0.20989430748159066, "loss_fcos_ctr": 0.6134374225512147, "loss_fcos_loc": 0.16991671087453142, "loss_mask": 0.2463527387008071, "loss_maskiou": 0.004774486253154464, "loss_sem_seg": 0.20782567700371146, "lr": 0.001, "mask_rcnn/accuracy": 0.8804342049319728, "mask_rcnn/false_negative": 0.08694842266778932, "mask_rcnn/false_positive": 0.15437723910840273, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.5, "time": 0.7669735830277205, "total_loss": 1.4547179762721498} {"data_time": 0.017627984285354614, "eta_seconds": 35574.649084238335, "iteration": 222999, "loss_fcos_cls": 0.20281522351433523, "loss_fcos_ctr": 0.6141071226447821, "loss_fcos_loc": 0.16689811809919775, "loss_mask": 0.2583080744370818, "loss_maskiou": 0.004667267989134416, "loss_sem_seg": 0.2208169368095696, "lr": 0.001, "mask_rcnn/accuracy": 0.8895672779601351, "mask_rcnn/false_negative": 0.10281032081007813, "mask_rcnn/false_positive": 0.10408382206084535, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 32.25, "time": 0.7519860528409481, "total_loss": 1.4590332780207973} {"data_time": 0.016006924211978912, "eta_seconds": 35554.653024408966, "iteration": 223019, "loss_fcos_cls": 0.20488540013320744, "loss_fcos_ctr": 0.6188274221494794, "loss_fcos_loc": 0.175689569034148, "loss_mask": 0.2615134231746197, "loss_maskiou": 0.004767423175508156, "loss_sem_seg": 0.2078870190307498, "lr": 0.001, "mask_rcnn/accuracy": 0.8782636764779621, "mask_rcnn/false_negative": 0.09395889400154628, "mask_rcnn/false_positive": 0.1434678075805486, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.75924436096102, "total_loss": 1.4734330543869874} {"data_time": 0.016166632995009422, "eta_seconds": 35539.51726611331, "iteration": 223039, "loss_fcos_cls": 0.2045104020216968, "loss_fcos_ctr": 0.6159330895170569, "loss_fcos_loc": 0.16988188191317022, "loss_mask": 0.2509383880533278, "loss_maskiou": 0.004631371724826749, "loss_sem_seg": 0.21293460601009429, "lr": 0.001, "mask_rcnn/accuracy": 0.8792291135204082, "mask_rcnn/false_negative": 0.09480673988848273, "mask_rcnn/false_positive": 0.13611229209420167, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 27.75, "time": 0.7624528324231505, "total_loss": 1.4817558086033387} {"data_time": 0.015825551934540272, "eta_seconds": 35537.90070619248, "iteration": 223059, "loss_fcos_cls": 0.2141087530180812, "loss_fcos_ctr": 0.6153975492343307, "loss_fcos_loc": 0.17195415776222944, "loss_mask": 0.26636299723759294, "loss_maskiou": 0.004708048596512526, "loss_sem_seg": 0.1981885526329279, "lr": 0.001, "mask_rcnn/accuracy": 0.876807589573547, "mask_rcnn/false_negative": 0.0948240245348804, "mask_rcnn/false_positive": 0.13856323274156912, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.25, "time": 0.7693475857377052, "total_loss": 1.460429378279514} {"data_time": 0.016966797411441803, "eta_seconds": 35535.983210370876, "iteration": 223079, "loss_fcos_cls": 0.2127230508485809, "loss_fcos_ctr": 0.6174650229513645, "loss_fcos_loc": 0.17964457720518112, "loss_mask": 0.26767949433997273, "loss_maskiou": 0.005333110581887013, "loss_sem_seg": 0.2066804664209485, "lr": 0.001, "mask_rcnn/accuracy": 0.8879969019771652, "mask_rcnn/false_negative": 0.09329732606125254, "mask_rcnn/false_positive": 0.13837473649276638, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.75, "time": 0.7623482784256339, "total_loss": 1.5142412458008039} {"data_time": 0.016921830363571644, "eta_seconds": 35520.836055275984, "iteration": 223099, "loss_fcos_cls": 0.21227824711240828, "loss_fcos_ctr": 0.6151816919445992, "loss_fcos_loc": 0.17224241071380675, "loss_mask": 0.26004166854545474, "loss_maskiou": 0.004798326328455005, "loss_sem_seg": 0.20604743633884937, "lr": 0.001, "mask_rcnn/accuracy": 0.8733480859897496, "mask_rcnn/false_negative": 0.09276864419701081, "mask_rcnn/false_positive": 0.146842558252624, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.75, "time": 0.7558520575985312, "total_loss": 1.484318005394016} {"data_time": 0.015723667107522488, "eta_seconds": 35505.68890018109, "iteration": 223119, "loss_fcos_cls": 0.20011604763567448, "loss_fcos_ctr": 0.6156821269541979, "loss_fcos_loc": 0.17347505362704396, "loss_mask": 0.24697182141244411, "loss_maskiou": 0.00482311456289608, "loss_sem_seg": 0.19364501629024744, "lr": 0.001, "mask_rcnn/accuracy": 0.9000952881152462, "mask_rcnn/false_negative": 0.08747274169427846, "mask_rcnn/false_positive": 0.0985359998266889, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.0, "time": 0.762827486731112, "total_loss": 1.4578017280073254} {"data_time": 0.016807622276246548, "eta_seconds": 35481.15537712723, "iteration": 223139, "loss_fcos_cls": 0.20440791407600045, "loss_fcos_ctr": 0.6172038121148944, "loss_fcos_loc": 0.16859926062170416, "loss_mask": 0.2484068488702178, "loss_maskiou": 0.0046393083612201735, "loss_sem_seg": 0.2016170178540051, "lr": 0.001, "mask_rcnn/accuracy": 0.898975319035803, "mask_rcnn/false_negative": 0.07712747762715781, "mask_rcnn/false_positive": 0.12021034067541472, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.25, "time": 0.755472275428474, "total_loss": 1.4691466665826738} {"data_time": 0.016764004714787006, "eta_seconds": 35466.01222807914, "iteration": 223159, "loss_fcos_cls": 0.20382680860348046, "loss_fcos_ctr": 0.6177922794595361, "loss_fcos_loc": 0.17709657014347613, "loss_mask": 0.2408860824070871, "loss_maskiou": 0.004293817532015964, "loss_sem_seg": 0.19528541946783662, "lr": 0.001, "mask_rcnn/accuracy": 0.8902095393445839, "mask_rcnn/false_negative": 0.10999460028504102, "mask_rcnn/false_positive": 0.11169597107818152, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.0, "time": 0.7435669666156173, "total_loss": 1.4519229570578318} {"data_time": 0.015541323460638523, "eta_seconds": 35479.210356820375, "iteration": 223179, "loss_fcos_cls": 0.21281580324284732, "loss_fcos_ctr": 0.6169768311083317, "loss_fcos_loc": 0.18293366936268285, "loss_mask": 0.26007532700896263, "loss_maskiou": 0.004373360578028951, "loss_sem_seg": 0.21024492615833879, "lr": 0.001, "mask_rcnn/accuracy": 0.8632489532061386, "mask_rcnn/false_negative": 0.09953759555621536, "mask_rcnn/false_positive": 0.16775747642807576, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 32.25, "time": 0.7526893438771367, "total_loss": 1.5233198911155341} {"data_time": 0.015249941498041153, "eta_seconds": 35438.236008223146, "iteration": 223199, "loss_fcos_cls": 0.2025221111252904, "loss_fcos_ctr": 0.6159688849002123, "loss_fcos_loc": 0.16796278289984912, "loss_mask": 0.23911849735304713, "loss_maskiou": 0.0044830873812315986, "loss_sem_seg": 0.19530979869887233, "lr": 0.001, "mask_rcnn/accuracy": 0.9004381925183866, "mask_rcnn/false_negative": 0.08273094038562914, "mask_rcnn/false_positive": 0.12721897397363865, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 24.75, "time": 0.7513105841353536, "total_loss": 1.4382172093100962} {"data_time": 0.017880254425108433, "eta_seconds": 35425.49670766201, "iteration": 223219, "loss_fcos_cls": 0.19853369958582334, "loss_fcos_ctr": 0.6162756732665002, "loss_fcos_loc": 0.16679381940048188, "loss_mask": 0.24517005681991577, "loss_maskiou": 0.0047448083460039925, "loss_sem_seg": 0.20052044559270144, "lr": 0.001, "mask_rcnn/accuracy": 0.8885216058254287, "mask_rcnn/false_negative": 0.09173318700063784, "mask_rcnn/false_positive": 0.1325493654484205, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.25, "time": 0.7583600739017129, "total_loss": 1.423570631784969} {"data_time": 0.016019001603126526, "eta_seconds": 35451.69481123891, "iteration": 223239, "loss_fcos_cls": 0.20247705187648535, "loss_fcos_ctr": 0.6166686462238431, "loss_fcos_loc": 0.172732841107063, "loss_mask": 0.2643698751926422, "loss_maskiou": 0.00477186583520961, "loss_sem_seg": 0.1870936444029212, "lr": 0.001, "mask_rcnn/accuracy": 0.8916552197802198, "mask_rcnn/false_negative": 0.10931918186998602, "mask_rcnn/false_positive": 0.09014319260225231, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 25.75, "time": 0.7689795065671206, "total_loss": 1.4422113214677665} {"data_time": 0.016763348132371902, "eta_seconds": 35445.64133893233, "iteration": 223259, "loss_fcos_cls": 0.2072537814383395, "loss_fcos_ctr": 0.6146509349346161, "loss_fcos_loc": 0.16879681986756623, "loss_mask": 0.25355069525539875, "loss_maskiou": 0.005022466015361715, "loss_sem_seg": 0.19375860854052007, "lr": 0.001, "mask_rcnn/accuracy": 0.8938641245972072, "mask_rcnn/false_negative": 0.08911953145082799, "mask_rcnn/false_positive": 0.13759128751083669, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.75, "time": 0.7663328414782882, "total_loss": 1.455784889527422} {"data_time": 0.015263961628079414, "eta_seconds": 35421.36894582864, "iteration": 223279, "loss_fcos_cls": 0.21309465158265084, "loss_fcos_ctr": 0.6152643822133541, "loss_fcos_loc": 0.17351837689056993, "loss_mask": 0.24665775801986456, "loss_maskiou": 0.004988477943697944, "loss_sem_seg": 0.2067518150433898, "lr": 0.001, "mask_rcnn/accuracy": 0.8774669078157579, "mask_rcnn/false_negative": 0.11857627062749093, "mask_rcnn/false_positive": 0.1315667872361126, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.5, "time": 0.7531870612874627, "total_loss": 1.483341520994145} {"data_time": 0.01629570685327053, "eta_seconds": 35420.10464100726, "iteration": 223299, "loss_fcos_cls": 0.21711548464372754, "loss_fcos_ctr": 0.616319552063942, "loss_fcos_loc": 0.1789359754184261, "loss_mask": 0.25356373842805624, "loss_maskiou": 0.0048183211765717715, "loss_sem_seg": 0.21368954190984368, "lr": 0.001, "mask_rcnn/accuracy": 0.8967299176163972, "mask_rcnn/false_negative": 0.09731378645806503, "mask_rcnn/false_positive": 0.1167351896450894, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.0, "time": 0.7612650077790022, "total_loss": 1.4669816300374805} {"data_time": 0.01580065954476595, "eta_seconds": 35408.658569769, "iteration": 223319, "loss_fcos_cls": 0.20608313661068678, "loss_fcos_ctr": 0.6154640726745129, "loss_fcos_loc": 0.17727418872527778, "loss_mask": 0.25253935949876904, "loss_maskiou": 0.0046557922614738345, "loss_sem_seg": 0.20582128292880952, "lr": 0.001, "mask_rcnn/accuracy": 0.8873206708425945, "mask_rcnn/false_negative": 0.09214848699921406, "mask_rcnn/false_positive": 0.14105272929102664, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.75, "time": 0.7703697858378291, "total_loss": 1.4749196104094153} {"data_time": 0.01628931798040867, "eta_seconds": 35393.488089886494, "iteration": 223339, "loss_fcos_cls": 0.21243207401130348, "loss_fcos_ctr": 0.6151340419892222, "loss_fcos_loc": 0.1777268066070974, "loss_mask": 0.25988265313208103, "loss_maskiou": 0.004785310364241013, "loss_sem_seg": 0.2021931684575975, "lr": 0.001, "mask_rcnn/accuracy": 0.8857559961654038, "mask_rcnn/false_negative": 0.10019202210036193, "mask_rcnn/false_positive": 0.123561002550693, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.25, "time": 0.7692112205550075, "total_loss": 1.4686595459352247} {"data_time": 0.01611620280891657, "eta_seconds": 35399.383604289964, "iteration": 223359, "loss_fcos_cls": 0.21092872763983905, "loss_fcos_ctr": 0.6151614654809237, "loss_fcos_loc": 0.17304949241224676, "loss_mask": 0.2522452613338828, "loss_maskiou": 0.005071560401120223, "loss_sem_seg": 0.1766783942002803, "lr": 0.001, "mask_rcnn/accuracy": 0.9023680215888008, "mask_rcnn/false_negative": 0.09075729054990384, "mask_rcnn/false_positive": 0.13488818242245643, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.25, "time": 0.7591431504115462, "total_loss": 1.4325649201491615} {"data_time": 0.015425196848809719, "eta_seconds": 35363.89363625087, "iteration": 223379, "loss_fcos_cls": 0.2147784847766161, "loss_fcos_ctr": 0.6151137566193938, "loss_fcos_loc": 0.1720488399732858, "loss_mask": 0.2513696560636163, "loss_maskiou": 0.004744135854707565, "loss_sem_seg": 0.2142500129994005, "lr": 0.001, "mask_rcnn/accuracy": 0.8946225587008998, "mask_rcnn/false_negative": 0.09868174095040336, "mask_rcnn/false_positive": 0.13666975128093783, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 22.5, "time": 0.7509208675473928, "total_loss": 1.481687268418682} {"data_time": 0.016513029113411903, "eta_seconds": 35328.02823232673, "iteration": 223399, "loss_fcos_cls": 0.19219620490912348, "loss_fcos_ctr": 0.6158583043143153, "loss_fcos_loc": 0.17165526805911213, "loss_mask": 0.24236786551773548, "loss_maskiou": 0.0046462839854939375, "loss_sem_seg": 0.19818586530163884, "lr": 0.001, "mask_rcnn/accuracy": 0.8872925215586402, "mask_rcnn/false_negative": 0.07804581953804715, "mask_rcnn/false_positive": 0.1386162986970079, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.0, "time": 0.7470798725262284, "total_loss": 1.4318162620002113} {"data_time": 0.015047497116029263, "eta_seconds": 35312.866313813254, "iteration": 223419, "loss_fcos_cls": 0.20637588249519467, "loss_fcos_ctr": 0.6160729881376028, "loss_fcos_loc": 0.17598725343123078, "loss_mask": 0.2526333490386605, "loss_maskiou": 0.004487489022722002, "loss_sem_seg": 0.19656406482681632, "lr": 0.001, "mask_rcnn/accuracy": 0.8982447440553573, "mask_rcnn/false_negative": 0.09642454851784751, "mask_rcnn/false_positive": 0.1383971411429834, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.25, "time": 0.7389455754309893, "total_loss": 1.425376036990201} {"data_time": 0.015207018703222275, "eta_seconds": 35314.87960519176, "iteration": 223439, "loss_fcos_cls": 0.2147609506500885, "loss_fcos_ctr": 0.6185993398539722, "loss_fcos_loc": 0.17063803249038756, "loss_mask": 0.2514418289065361, "loss_maskiou": 0.005001512807211839, "loss_sem_seg": 0.21979772206395864, "lr": 0.001, "mask_rcnn/accuracy": 0.891350201428089, "mask_rcnn/false_negative": 0.08811833856895468, "mask_rcnn/false_positive": 0.13076494433613478, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7610663659870625, "total_loss": 1.5044652546639554} {"data_time": 0.01587565615773201, "eta_seconds": 35291.54469085019, "iteration": 223459, "loss_fcos_cls": 0.21515534457284957, "loss_fcos_ctr": 0.6168504673987627, "loss_fcos_loc": 0.17282268265262246, "loss_mask": 0.2473390488885343, "loss_maskiou": 0.0044123440311523154, "loss_sem_seg": 0.1917329435236752, "lr": 0.001, "mask_rcnn/accuracy": 0.8941633311920409, "mask_rcnn/false_negative": 0.0928567531296415, "mask_rcnn/false_positive": 0.14731298236179247, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.0, "time": 0.7491544997319579, "total_loss": 1.4647934065033041} {"data_time": 0.015960579738020897, "eta_seconds": 35256.37669284269, "iteration": 223479, "loss_fcos_cls": 0.2071846118196845, "loss_fcos_ctr": 0.616672046482563, "loss_fcos_loc": 0.1756689705653116, "loss_mask": 0.24483077274635434, "loss_maskiou": 0.004759838497193414, "loss_sem_seg": 0.19634753791615367, "lr": 0.001, "mask_rcnn/accuracy": 0.912176455948233, "mask_rcnn/false_negative": 0.08609979915519192, "mask_rcnn/false_positive": 0.09480482334540663, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.25, "time": 0.7379870945587754, "total_loss": 1.4614044132940762} {"data_time": 0.015516212210059166, "eta_seconds": 35241.21950503811, "iteration": 223499, "loss_fcos_cls": 0.2045093176420778, "loss_fcos_ctr": 0.6168383006006479, "loss_fcos_loc": 0.1796861719340086, "loss_mask": 0.2561183827929199, "loss_maskiou": 0.004937924000842031, "loss_sem_seg": 0.17968925135210156, "lr": 0.001, "mask_rcnn/accuracy": 0.8805845105899504, "mask_rcnn/false_negative": 0.0884154574571352, "mask_rcnn/false_positive": 0.15287879202691446, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 36.0, "time": 0.7591463988646865, "total_loss": 1.4298250936626573} {"data_time": 0.016338089480996132, "eta_seconds": 35211.88778776955, "iteration": 223519, "loss_fcos_cls": 0.20507434220053256, "loss_fcos_ctr": 0.6156198889948428, "loss_fcos_loc": 0.17332179145887494, "loss_mask": 0.24704282265156507, "loss_maskiou": 0.004382657800306333, "loss_sem_seg": 0.18965596472844481, "lr": 0.001, "mask_rcnn/accuracy": 0.8919038845697009, "mask_rcnn/false_negative": 0.08126968744223742, "mask_rcnn/false_positive": 0.13417486435875062, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7470465041697025, "total_loss": 1.4387042128437315} {"data_time": 0.015832213684916496, "eta_seconds": 35187.24555853475, "iteration": 223539, "loss_fcos_cls": 0.21363008208572865, "loss_fcos_ctr": 0.6171188149601221, "loss_fcos_loc": 0.17718184972181916, "loss_mask": 0.26171912252902985, "loss_maskiou": 0.005193283162952866, "loss_sem_seg": 0.2058275598101318, "lr": 0.001, "mask_rcnn/accuracy": 0.8788918965777597, "mask_rcnn/false_negative": 0.0893689704052778, "mask_rcnn/false_positive": 0.11980086642666851, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.25, "time": 0.7486000061035156, "total_loss": 1.4716492510924581} {"data_time": 0.016645975410938263, "eta_seconds": 35168.02745987754, "iteration": 223559, "loss_fcos_cls": 0.20870251778978854, "loss_fcos_ctr": 0.6187614472582936, "loss_fcos_loc": 0.1796015475410968, "loss_mask": 0.2557073696516454, "loss_maskiou": 0.004473336779483361, "loss_sem_seg": 0.18565604323521256, "lr": 0.001, "mask_rcnn/accuracy": 0.8843179064169457, "mask_rcnn/false_negative": 0.10752242112637903, "mask_rcnn/false_positive": 0.12271667175518225, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.0, "time": 0.7584579326212406, "total_loss": 1.4439424182492075} {"data_time": 0.016936075873672962, "eta_seconds": 35150.495795767754, "iteration": 223579, "loss_fcos_cls": 0.2087495040614158, "loss_fcos_ctr": 0.6194442352280021, "loss_fcos_loc": 0.1652053187135607, "loss_mask": 0.2548347543925047, "loss_maskiou": 0.004890632568276487, "loss_sem_seg": 0.22088888613507152, "lr": 0.001, "mask_rcnn/accuracy": 0.8788776296342882, "mask_rcnn/false_negative": 0.10129274151356077, "mask_rcnn/false_positive": 0.14350719127709638, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 31.0, "time": 0.7600948801264167, "total_loss": 1.4620436062687077} {"data_time": 0.015738793648779392, "eta_seconds": 35176.40904719196, "iteration": 223599, "loss_fcos_cls": 0.20125526993069798, "loss_fcos_ctr": 0.6167921549640596, "loss_fcos_loc": 0.1743626311654225, "loss_mask": 0.25650292029604316, "loss_maskiou": 0.004678823097492568, "loss_sem_seg": 0.20349758001975715, "lr": 0.001, "mask_rcnn/accuracy": 0.8697648290589154, "mask_rcnn/false_negative": 0.10080233883366502, "mask_rcnn/false_positive": 0.14089459383749503, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.75, "time": 0.7773787239566445, "total_loss": 1.446611058228882} {"data_time": 0.014334321953356266, "eta_seconds": 35161.247128678486, "iteration": 223619, "loss_fcos_cls": 0.19839587924070656, "loss_fcos_ctr": 0.6145351938903332, "loss_fcos_loc": 0.16536098695360124, "loss_mask": 0.24315693508833647, "loss_maskiou": 0.004390077025163919, "loss_sem_seg": 0.20152962673455477, "lr": 0.001, "mask_rcnn/accuracy": 0.8907259053718954, "mask_rcnn/false_negative": 0.10082882497158635, "mask_rcnn/false_positive": 0.12299959788703921, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 25.0, "time": 0.7474360670894384, "total_loss": 1.4351704688961036} {"data_time": 0.018250306136906147, "eta_seconds": 35109.24383446481, "iteration": 223639, "loss_fcos_cls": 0.20045479480177164, "loss_fcos_ctr": 0.614883020054549, "loss_fcos_loc": 0.16457104601431638, "loss_mask": 0.25512965908274055, "loss_maskiou": 0.005135445280757267, "loss_sem_seg": 0.19584303116425872, "lr": 0.001, "mask_rcnn/accuracy": 0.885245754747037, "mask_rcnn/false_negative": 0.08790275632757324, "mask_rcnn/false_positive": 0.1071766893036237, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.25, "time": 0.7455972861498594, "total_loss": 1.421434812633379} {"data_time": 0.017473514191806316, "eta_seconds": 35130.92329165153, "iteration": 223659, "loss_fcos_cls": 0.2191247382434085, "loss_fcos_ctr": 0.6155671691522002, "loss_fcos_loc": 0.17309087188914418, "loss_mask": 0.24964739941060543, "loss_maskiou": 0.00440779744531028, "loss_sem_seg": 0.2224056264385581, "lr": 0.001, "mask_rcnn/accuracy": 0.883273733600583, "mask_rcnn/false_negative": 0.09305817877633034, "mask_rcnn/false_positive": 0.14500635198881262, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.5, "time": 0.7725379317998886, "total_loss": 1.4914030345680658} {"data_time": 0.017320998013019562, "eta_seconds": 35115.761373138055, "iteration": 223679, "loss_fcos_cls": 0.21433712710859254, "loss_fcos_ctr": 0.6155676301568747, "loss_fcos_loc": 0.17297442781273276, "loss_mask": 0.24974415777251124, "loss_maskiou": 0.004569783232000191, "loss_sem_seg": 0.20974091719835997, "lr": 0.001, "mask_rcnn/accuracy": 0.9058113120731852, "mask_rcnn/false_negative": 0.08404841015450584, "mask_rcnn/false_positive": 0.10351207450550817, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.0, "time": 0.7505336608737707, "total_loss": 1.4558770285966602} {"data_time": 0.016715753823518753, "eta_seconds": 35057.14720378071, "iteration": 223699, "loss_fcos_cls": 0.20208265306428075, "loss_fcos_ctr": 0.6169581785798073, "loss_fcos_loc": 0.16797662002500147, "loss_mask": 0.2605264796875417, "loss_maskiou": 0.004951128479660838, "loss_sem_seg": 0.1843244326300919, "lr": 0.001, "mask_rcnn/accuracy": 0.8769127907859573, "mask_rcnn/false_negative": 0.08445943781053905, "mask_rcnn/false_positive": 0.14202636907502778, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.75, "time": 0.7436105310916901, "total_loss": 1.4359050492312235} {"data_time": 0.01630281377583742, "eta_seconds": 35037.900003276765, "iteration": 223719, "loss_fcos_cls": 0.21282430476276204, "loss_fcos_ctr": 0.6190912215970457, "loss_fcos_loc": 0.17842761962674558, "loss_mask": 0.27004397846758366, "loss_maskiou": 0.005095851804071572, "loss_sem_seg": 0.21946640545502305, "lr": 0.001, "mask_rcnn/accuracy": 0.8832867281527996, "mask_rcnn/false_negative": 0.09916413142963384, "mask_rcnn/false_positive": 0.15149113647289117, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.25, "time": 0.7542436784133315, "total_loss": 1.5041931833548006} {"data_time": 0.014268242754042149, "eta_seconds": 35018.32869668212, "iteration": 223739, "loss_fcos_cls": 0.19968158565461636, "loss_fcos_ctr": 0.6159148467704654, "loss_fcos_loc": 0.16382678551599383, "loss_mask": 0.23305224813520908, "loss_maskiou": 0.004014557918708306, "loss_sem_seg": 0.19751410093158484, "lr": 0.001, "mask_rcnn/accuracy": 0.9052042237679956, "mask_rcnn/false_negative": 0.07124956186860645, "mask_rcnn/false_positive": 0.11346038103496728, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.0, "time": 0.7499792650341988, "total_loss": 1.4256034760055627} {"data_time": 0.016240522265434265, "eta_seconds": 35003.1892363606, "iteration": 223759, "loss_fcos_cls": 0.19771161605603993, "loss_fcos_ctr": 0.6166350552812219, "loss_fcos_loc": 0.17444009869359434, "loss_mask": 0.2638607043772936, "loss_maskiou": 0.004894869227427989, "loss_sem_seg": 0.20572446682490408, "lr": 0.001, "mask_rcnn/accuracy": 0.8771943734546259, "mask_rcnn/false_negative": 0.09945527120252769, "mask_rcnn/false_positive": 0.1495780728760171, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.0, "time": 0.7626885920763016, "total_loss": 1.4430560750115546} {"data_time": 0.0169049184769392, "eta_seconds": 34989.19959539361, "iteration": 223779, "loss_fcos_cls": 0.20807816903106868, "loss_fcos_ctr": 0.6154980547726154, "loss_fcos_loc": 0.17885492963250726, "loss_mask": 0.2600035835057497, "loss_maskiou": 0.004592506680637598, "loss_sem_seg": 0.19053521449677646, "lr": 0.001, "mask_rcnn/accuracy": 0.8833519310592555, "mask_rcnn/false_negative": 0.08996340908294909, "mask_rcnn/false_positive": 0.1388775363821917, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.5, "time": 0.7585700415074825, "total_loss": 1.4590619545342634} {"data_time": 0.01579096168279648, "eta_seconds": 34977.33450122923, "iteration": 223799, "loss_fcos_cls": 0.20652710902504623, "loss_fcos_ctr": 0.616521283518523, "loss_fcos_loc": 0.17107906192541122, "loss_mask": 0.25309522170573473, "loss_maskiou": 0.004308262748963898, "loss_sem_seg": 0.20258305175229907, "lr": 0.001, "mask_rcnn/accuracy": 0.8816477210128255, "mask_rcnn/false_negative": 0.08127598826169909, "mask_rcnn/false_positive": 0.14580763965789414, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.25, "time": 0.7509560212492943, "total_loss": 1.447305883950321} {"data_time": 0.016539903357625008, "eta_seconds": 34958.91967968829, "iteration": 223819, "loss_fcos_cls": 0.2039492828771472, "loss_fcos_ctr": 0.6159987291321158, "loss_fcos_loc": 0.17388699372531846, "loss_mask": 0.25144028197973967, "loss_maskiou": 0.004600361055054236, "loss_sem_seg": 0.19592235703021288, "lr": 0.001, "mask_rcnn/accuracy": 0.898983731423604, "mask_rcnn/false_negative": 0.10587059954226194, "mask_rcnn/false_positive": 0.09201537647002103, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.25, "time": 0.7535303272306919, "total_loss": 1.4568541096359695} {"data_time": 0.017111877910792828, "eta_seconds": 34943.77972183563, "iteration": 223839, "loss_fcos_cls": 0.2148245677817613, "loss_fcos_ctr": 0.6153500201180577, "loss_fcos_loc": 0.17677164019551128, "loss_mask": 0.25654572853818536, "loss_maskiou": 0.004524937132373452, "loss_sem_seg": 0.20996861066669226, "lr": 0.001, "mask_rcnn/accuracy": 0.8774305265138842, "mask_rcnn/false_negative": 0.0842858590125983, "mask_rcnn/false_positive": 0.12022998680802707, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.5, "time": 0.7517308406531811, "total_loss": 1.4524947142635938} {"data_time": 0.016371910460293293, "eta_seconds": 34926.51543550473, "iteration": 223859, "loss_fcos_cls": 0.20982727932278067, "loss_fcos_ctr": 0.6188804106786847, "loss_fcos_loc": 0.1787292150547728, "loss_mask": 0.2549143861979246, "loss_maskiou": 0.0045514282828662544, "loss_sem_seg": 0.21510778809897602, "lr": 0.001, "mask_rcnn/accuracy": 0.8994649943310657, "mask_rcnn/false_negative": 0.11140381149885396, "mask_rcnn/false_positive": 0.10291409919413261, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 23.5, "time": 0.7425516238436103, "total_loss": 1.4845988624729216} {"data_time": 0.015367168001830578, "eta_seconds": 34912.35247443151, "iteration": 223879, "loss_fcos_cls": 0.20642528240568936, "loss_fcos_ctr": 0.6167538447771221, "loss_fcos_loc": 0.1769548028241843, "loss_mask": 0.26179820485413074, "loss_maskiou": 0.0045747669792035595, "loss_sem_seg": 0.22161566512659192, "lr": 0.001, "mask_rcnn/accuracy": 0.8774037917053614, "mask_rcnn/false_negative": 0.11769892436900002, "mask_rcnn/false_positive": 0.15755578723757577, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 34.5, "time": 0.7390644093975425, "total_loss": 1.507081175543135} {"data_time": 0.014346828684210777, "eta_seconds": 34908.1882484369, "iteration": 223899, "loss_fcos_cls": 0.20798942761030048, "loss_fcos_ctr": 0.6168825174681842, "loss_fcos_loc": 0.17471481463871896, "loss_mask": 0.2525018113665283, "loss_maskiou": 0.005122101996676065, "loss_sem_seg": 0.20393080241046846, "lr": 0.001, "mask_rcnn/accuracy": 0.8996332908163265, "mask_rcnn/false_negative": 0.08440013792370957, "mask_rcnn/false_positive": 0.12233761119399497, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 21.5, "time": 0.7601680336520076, "total_loss": 1.4707939289291971} {"data_time": 0.015683002769947052, "eta_seconds": 34886.48624815792, "iteration": 223919, "loss_fcos_cls": 0.20725804520770907, "loss_fcos_ctr": 0.6151551557704806, "loss_fcos_loc": 0.16770995722617954, "loss_mask": 0.2466777665540576, "loss_maskiou": 0.004345233470303356, "loss_sem_seg": 0.19172424636781216, "lr": 0.001, "mask_rcnn/accuracy": 0.8916108032486271, "mask_rcnn/false_negative": 0.09397262676457663, "mask_rcnn/false_positive": 0.13282936558914277, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.0, "time": 0.7558932565152645, "total_loss": 1.4461882239120314} {"data_time": 0.016574188135564327, "eta_seconds": 34850.37984777801, "iteration": 223939, "loss_fcos_cls": 0.2067440816317685, "loss_fcos_ctr": 0.617838017642498, "loss_fcos_loc": 0.162260946148308, "loss_mask": 0.24087555427104235, "loss_maskiou": 0.004562351135973586, "loss_sem_seg": 0.20894083520397544, "lr": 0.001, "mask_rcnn/accuracy": 0.8820587213758744, "mask_rcnn/false_negative": 0.09038410262680074, "mask_rcnn/false_positive": 0.13986212430403466, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.25, "time": 0.7504011997953057, "total_loss": 1.4315775861905422} {"data_time": 0.015072844922542572, "eta_seconds": 34835.24757542275, "iteration": 223959, "loss_fcos_cls": 0.21455232379958034, "loss_fcos_ctr": 0.6165301906876266, "loss_fcos_loc": 0.17536050162743777, "loss_mask": 0.26225724443793297, "loss_maskiou": 0.004893858946161345, "loss_sem_seg": 0.19456031639128923, "lr": 0.001, "mask_rcnn/accuracy": 0.8786237421235776, "mask_rcnn/false_negative": 0.09745876185462515, "mask_rcnn/false_positive": 0.13827403909442926, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.0, "time": 0.7660195464268327, "total_loss": 1.4686410135218466} {"data_time": 0.016070399433374405, "eta_seconds": 34805.175540482625, "iteration": 223979, "loss_fcos_cls": 0.20391476154327393, "loss_fcos_ctr": 0.6170189292170107, "loss_fcos_loc": 0.16398433211725205, "loss_mask": 0.24572149524465203, "loss_maskiou": 0.0041772555487114005, "loss_sem_seg": 0.20271788001991808, "lr": 0.001, "mask_rcnn/accuracy": 0.8753841991341992, "mask_rcnn/false_negative": 0.10636428153200511, "mask_rcnn/false_positive": 0.15236108421891892, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 32.0, "time": 0.7562550054863095, "total_loss": 1.4417688245375757} {"data_time": 0.016280547715723515, "eta_seconds": 34797.262215492316, "iteration": 223999, "loss_fcos_cls": 0.201580478111282, "loss_fcos_ctr": 0.614193718880415, "loss_fcos_loc": 0.1658295129891485, "loss_mask": 0.23836179357022047, "loss_maskiou": 0.004304538764699828, "loss_sem_seg": 0.21745762682985514, "lr": 0.001, "mask_rcnn/accuracy": 0.8942085305507745, "mask_rcnn/false_negative": 0.09495264704988136, "mask_rcnn/false_positive": 0.12677921194720074, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.0, "time": 0.7561638606712222, "total_loss": 1.4543449867414893} {"data_time": 0.016728967428207397, "eta_seconds": 34789.85075835697, "iteration": 224019, "loss_fcos_cls": 0.20534347603097558, "loss_fcos_ctr": 0.6138176675885916, "loss_fcos_loc": 0.16823870147345588, "loss_mask": 0.245589355006814, "loss_maskiou": 0.004655245247704443, "loss_sem_seg": 0.19908529333770275, "lr": 0.001, "mask_rcnn/accuracy": 0.908565905981958, "mask_rcnn/false_negative": 0.08187084984266393, "mask_rcnn/false_positive": 0.09346701848890034, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 22.25, "time": 0.7661783313378692, "total_loss": 1.4439760701789055} {"data_time": 0.01683585625141859, "eta_seconds": 34792.22018282954, "iteration": 224039, "loss_fcos_cls": 0.20949851372279227, "loss_fcos_ctr": 0.6164618721231818, "loss_fcos_loc": 0.17173776344861835, "loss_mask": 0.2642354294657707, "loss_maskiou": 0.00505030520434957, "loss_sem_seg": 0.21234377147629857, "lr": 0.001, "mask_rcnn/accuracy": 0.8771257591801729, "mask_rcnn/false_negative": 0.09771005785925566, "mask_rcnn/false_positive": 0.13656758750391362, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.25, "time": 0.771764543838799, "total_loss": 1.4795366053804173} {"data_time": 0.01574010495096445, "eta_seconds": 34768.42162837181, "iteration": 224059, "loss_fcos_cls": 0.2132501599844545, "loss_fcos_ctr": 0.6160093960352242, "loss_fcos_loc": 0.17826160823460668, "loss_mask": 0.24538441095501184, "loss_maskiou": 0.004370789731183322, "loss_sem_seg": 0.20074677420780063, "lr": 0.001, "mask_rcnn/accuracy": 0.9038260684708666, "mask_rcnn/false_negative": 0.07651600266298372, "mask_rcnn/false_positive": 0.12928083930856574, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.75, "time": 0.7664649412035942, "total_loss": 1.4793051067463239} {"data_time": 0.01735957060009241, "eta_seconds": 34744.4539412912, "iteration": 224079, "loss_fcos_cls": 0.20436665252782404, "loss_fcos_ctr": 0.6138135604560375, "loss_fcos_loc": 0.16947271605022252, "loss_mask": 0.23433632170781493, "loss_maskiou": 0.004321126307331724, "loss_sem_seg": 0.20352257182821631, "lr": 0.001, "mask_rcnn/accuracy": 0.9084992255830904, "mask_rcnn/false_negative": 0.08612785031432504, "mask_rcnn/false_positive": 0.1123236105774442, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 21.25, "time": 0.7652126858010888, "total_loss": 1.4503409685094084} {"data_time": 0.01849676761776209, "eta_seconds": 34750.213868550956, "iteration": 224099, "loss_fcos_cls": 0.20831457199528813, "loss_fcos_ctr": 0.6147408271208405, "loss_fcos_loc": 0.1779423812404275, "loss_mask": 0.25725339772179723, "loss_maskiou": 0.004788469843333587, "loss_sem_seg": 0.19970966735854745, "lr": 0.001, "mask_rcnn/accuracy": 0.890210834070424, "mask_rcnn/false_negative": 0.08602848062268544, "mask_rcnn/false_positive": 0.13149756669114224, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.0, "time": 0.7707414114847779, "total_loss": 1.4612868543044897} {"data_time": 0.01595840323716402, "eta_seconds": 34723.0132720517, "iteration": 224119, "loss_fcos_cls": 0.20218663313426077, "loss_fcos_ctr": 0.6126278908923268, "loss_fcos_loc": 0.1676687415165361, "loss_mask": 0.24936908902600408, "loss_maskiou": 0.004534875479293987, "loss_sem_seg": 0.18235411308705807, "lr": 0.001, "mask_rcnn/accuracy": 0.8885823787061995, "mask_rcnn/false_negative": 0.09042273098200661, "mask_rcnn/false_positive": 0.14709112290628273, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 23.0, "time": 0.755560826510191, "total_loss": 1.4293864339633728} {"data_time": 0.015222282148897648, "eta_seconds": 34725.49060219154, "iteration": 224139, "loss_fcos_cls": 0.20591464103199542, "loss_fcos_ctr": 0.6187741132453084, "loss_fcos_loc": 0.17784483777359128, "loss_mask": 0.26569097582250834, "loss_maskiou": 0.005085666460217908, "loss_sem_seg": 0.2258628262206912, "lr": 0.001, "mask_rcnn/accuracy": 0.8858260551500348, "mask_rcnn/false_negative": 0.10021710960049995, "mask_rcnn/false_positive": 0.1354096841515648, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.777675629593432, "total_loss": 1.4734961180220125} {"data_time": 0.015601467341184616, "eta_seconds": 34710.34680218622, "iteration": 224159, "loss_fcos_cls": 0.20463581499643624, "loss_fcos_ctr": 0.6155955670401454, "loss_fcos_loc": 0.17543123965151608, "loss_mask": 0.2601166805252433, "loss_maskiou": 0.004425594554049894, "loss_sem_seg": 0.21086461516097188, "lr": 0.001, "mask_rcnn/accuracy": 0.8863930000879663, "mask_rcnn/false_negative": 0.10605178122635564, "mask_rcnn/false_positive": 0.1292011636413338, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.0, "time": 0.7538792220875621, "total_loss": 1.4875218198940274} {"data_time": 0.01678963378071785, "eta_seconds": 34689.64836650342, "iteration": 224179, "loss_fcos_cls": 0.19117280887439847, "loss_fcos_ctr": 0.6168634546920657, "loss_fcos_loc": 0.17161145620048046, "loss_mask": 0.24885405926033854, "loss_maskiou": 0.004270581721357303, "loss_sem_seg": 0.210702431271784, "lr": 0.001, "mask_rcnn/accuracy": 0.8839239643225711, "mask_rcnn/false_negative": 0.08742250095201465, "mask_rcnn/false_positive": 0.14050080232100243, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.0, "time": 0.7528994856402278, "total_loss": 1.4445084876424517} {"data_time": 0.01765757892280817, "eta_seconds": 34674.50699099153, "iteration": 224199, "loss_fcos_cls": 0.20246935449540615, "loss_fcos_ctr": 0.6141870357096195, "loss_fcos_loc": 0.1702721979818307, "loss_mask": 0.24240734102204442, "loss_maskiou": 0.004443411402462516, "loss_sem_seg": 0.1977228953037411, "lr": 0.001, "mask_rcnn/accuracy": 0.8922459608843538, "mask_rcnn/false_negative": 0.1020952208521266, "mask_rcnn/false_positive": 0.12720859724500275, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.75, "time": 0.7542237974703312, "total_loss": 1.4366548816979048} {"data_time": 0.016520566307008266, "eta_seconds": 34648.47155185416, "iteration": 224219, "loss_fcos_cls": 0.20627910594339482, "loss_fcos_ctr": 0.6160066900774837, "loss_fcos_loc": 0.17237277736421674, "loss_mask": 0.25510609382763505, "loss_maskiou": 0.004870522185228765, "loss_sem_seg": 0.20561616634950042, "lr": 0.001, "mask_rcnn/accuracy": 0.891865224573436, "mask_rcnn/false_negative": 0.10485075901166266, "mask_rcnn/false_positive": 0.13536253628932818, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 38.0, "time": 0.7472094036638737, "total_loss": 1.4849064021982485} {"data_time": 0.015051154419779778, "eta_seconds": 34606.674618999474, "iteration": 224239, "loss_fcos_cls": 0.21442928782198578, "loss_fcos_ctr": 0.6153950029984117, "loss_fcos_loc": 0.17234875774011016, "loss_mask": 0.25460206624120474, "loss_maskiou": 0.004660952661652118, "loss_sem_seg": 0.20422468706965446, "lr": 0.001, "mask_rcnn/accuracy": 0.9020415283338216, "mask_rcnn/false_negative": 0.07760539766023615, "mask_rcnn/false_positive": 0.11997431542772624, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7557983640581369, "total_loss": 1.4540444088488584} {"data_time": 0.015519101172685623, "eta_seconds": 34583.06785616465, "iteration": 224259, "loss_fcos_cls": 0.20594115694984794, "loss_fcos_ctr": 0.6158164027146995, "loss_fcos_loc": 0.1789115557912737, "loss_mask": 0.24572203494608402, "loss_maskiou": 0.004717001671451726, "loss_sem_seg": 0.19967956736218184, "lr": 0.001, "mask_rcnn/accuracy": 0.8740181928034372, "mask_rcnn/false_negative": 0.10920010896065374, "mask_rcnn/false_positive": 0.12497580509574277, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.25, "time": 0.7560968352481723, "total_loss": 1.4480100427026628} {"data_time": 0.01687241531908512, "eta_seconds": 34603.06170294061, "iteration": 224279, "loss_fcos_cls": 0.20794011745601892, "loss_fcos_ctr": 0.6157728848047554, "loss_fcos_loc": 0.17731569544412196, "loss_mask": 0.25148426881060004, "loss_maskiou": 0.004392678616568446, "loss_sem_seg": 0.21136415377259254, "lr": 0.001, "mask_rcnn/accuracy": 0.9067160518053375, "mask_rcnn/false_negative": 0.07077480458002339, "mask_rcnn/false_positive": 0.1048431958814423, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 32.75, "time": 0.7680168254300952, "total_loss": 1.459059010099736} {"data_time": 0.015455059707164764, "eta_seconds": 34563.16306415759, "iteration": 224299, "loss_fcos_cls": 0.20750536397099495, "loss_fcos_ctr": 0.6173207461833954, "loss_fcos_loc": 0.1720546258147806, "loss_mask": 0.25019785948097706, "loss_maskiou": 0.00430634093208937, "loss_sem_seg": 0.20509082172065973, "lr": 0.001, "mask_rcnn/accuracy": 0.8974624657175123, "mask_rcnn/false_negative": 0.07644872403266006, "mask_rcnn/false_positive": 0.12264580311732676, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7593261357396841, "total_loss": 1.4281903917126328} {"data_time": 0.01620434131473303, "eta_seconds": 34544.21723884251, "iteration": 224319, "loss_fcos_cls": 0.19801293686032295, "loss_fcos_ctr": 0.6158334128558636, "loss_fcos_loc": 0.17464869905961677, "loss_mask": 0.2557992246001959, "loss_maskiou": 0.004546095522528049, "loss_sem_seg": 0.20146902510896325, "lr": 0.001, "mask_rcnn/accuracy": 0.8908599624060151, "mask_rcnn/false_negative": 0.08432605107899196, "mask_rcnn/false_positive": 0.1417377123104439, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 28.0, "time": 0.7409144984558225, "total_loss": 1.4591101305450138} {"data_time": 0.015891644172370434, "eta_seconds": 34519.43019104935, "iteration": 224339, "loss_fcos_cls": 0.20544675178825855, "loss_fcos_ctr": 0.6175890555605292, "loss_fcos_loc": 0.17404393199831247, "loss_mask": 0.24367611669003963, "loss_maskiou": 0.004627827976946719, "loss_sem_seg": 0.21061610896140337, "lr": 0.001, "mask_rcnn/accuracy": 0.8682567432567433, "mask_rcnn/false_negative": 0.10458116367255693, "mask_rcnn/false_positive": 0.1414158901801262, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.25, "time": 0.7550166603177786, "total_loss": 1.4829374876753718} {"data_time": 0.015948552638292313, "eta_seconds": 34479.05542309955, "iteration": 224359, "loss_fcos_cls": 0.19596420088782907, "loss_fcos_ctr": 0.6167481627780944, "loss_fcos_loc": 0.16724877699743956, "loss_mask": 0.25297771696932614, "loss_maskiou": 0.005065893834398594, "loss_sem_seg": 0.200612518703565, "lr": 0.001, "mask_rcnn/accuracy": 0.8798769965861802, "mask_rcnn/false_negative": 0.09561800671503265, "mask_rcnn/false_positive": 0.14134885699936967, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.5, "time": 0.7459852648898959, "total_loss": 1.4569445144152269} {"data_time": 0.0151637252420187, "eta_seconds": 34474.410611948, "iteration": 224379, "loss_fcos_cls": 0.20017250278033316, "loss_fcos_ctr": 0.6170411226339638, "loss_fcos_loc": 0.16912188206333667, "loss_mask": 0.25156003003939986, "loss_maskiou": 0.004951129041728564, "loss_sem_seg": 0.20878820517100394, "lr": 0.001, "mask_rcnn/accuracy": 0.8903784532105525, "mask_rcnn/false_negative": 0.09884610477043214, "mask_rcnn/false_positive": 0.12707659114206377, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.0, "time": 0.7577972495928407, "total_loss": 1.4515862565313} {"data_time": 0.016221918165683746, "eta_seconds": 34481.0722579835, "iteration": 224399, "loss_fcos_cls": 0.20252916973549873, "loss_fcos_ctr": 0.6197116351686418, "loss_fcos_loc": 0.17825229722075164, "loss_mask": 0.2586605055257678, "loss_maskiou": 0.004673758870922029, "loss_sem_seg": 0.18661901797167957, "lr": 0.001, "mask_rcnn/accuracy": 0.8781472535822841, "mask_rcnn/false_negative": 0.09378160219322709, "mask_rcnn/false_positive": 0.15678447224779563, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.25, "time": 0.7747537847608328, "total_loss": 1.4760871060425416} {"data_time": 0.015724044293165207, "eta_seconds": 34472.4083855357, "iteration": 224419, "loss_fcos_cls": 0.2084890918340534, "loss_fcos_ctr": 0.6178972525522113, "loss_fcos_loc": 0.1803673924296163, "loss_mask": 0.2667344375513494, "loss_maskiou": 0.004686803207732737, "loss_sem_seg": 0.20425913203507662, "lr": 0.001, "mask_rcnn/accuracy": 0.8985071265322246, "mask_rcnn/false_negative": 0.08178321888407722, "mask_rcnn/false_positive": 0.12885308082803382, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 33.0, "time": 0.7684398405253887, "total_loss": 1.4769543780130334} {"data_time": 0.015659134835004807, "eta_seconds": 34459.30724806432, "iteration": 224439, "loss_fcos_cls": 0.21232797531411052, "loss_fcos_ctr": 0.6193308997899294, "loss_fcos_loc": 0.18092291615903378, "loss_mask": 0.25666529685258865, "loss_maskiou": 0.004698230855865404, "loss_sem_seg": 0.22245566919445992, "lr": 0.001, "mask_rcnn/accuracy": 0.895087063571073, "mask_rcnn/false_negative": 0.09663537270700845, "mask_rcnn/false_positive": 0.12191165199751541, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.0, "time": 0.7843686677515507, "total_loss": 1.5065701253224688} {"data_time": 0.015989050269126892, "eta_seconds": 34443.31466834713, "iteration": 224459, "loss_fcos_cls": 0.20143234939314425, "loss_fcos_ctr": 0.6138765290379524, "loss_fcos_loc": 0.16385275055654347, "loss_mask": 0.23887473158538342, "loss_maskiou": 0.004200389645120595, "loss_sem_seg": 0.2075050874846056, "lr": 0.001, "mask_rcnn/accuracy": 0.8808111838900017, "mask_rcnn/false_negative": 0.09783212048431122, "mask_rcnn/false_positive": 0.1476780663645625, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.0, "time": 0.7470371834933758, "total_loss": 1.424525889535289} {"data_time": 0.017148475162684917, "eta_seconds": 34436.3413115656, "iteration": 224479, "loss_fcos_cls": 0.20444326102733612, "loss_fcos_ctr": 0.6132560055702925, "loss_fcos_loc": 0.16507430048659444, "loss_mask": 0.2495229346677661, "loss_maskiou": 0.004337415186455473, "loss_sem_seg": 0.17869048123247921, "lr": 0.001, "mask_rcnn/accuracy": 0.8959369543271855, "mask_rcnn/false_negative": 0.08305935275274179, "mask_rcnn/false_positive": 0.12976765990534578, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 29.5, "time": 0.7481384016573429, "total_loss": 1.4337005427660188} {"data_time": 0.017162201926112175, "eta_seconds": 34413.0620918395, "iteration": 224499, "loss_fcos_cls": 0.2110283998772502, "loss_fcos_ctr": 0.6188242668285966, "loss_fcos_loc": 0.17600815347395837, "loss_mask": 0.2522330801002681, "loss_maskiou": 0.004340542516729329, "loss_sem_seg": 0.21336008585058153, "lr": 0.001, "mask_rcnn/accuracy": 0.9070993278263686, "mask_rcnn/false_negative": 0.0637544423454824, "mask_rcnn/false_positive": 0.11382675255187909, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.5, "time": 0.7606289517134428, "total_loss": 1.512838104092225} {"data_time": 0.01744558848440647, "eta_seconds": 34416.00071901828, "iteration": 224519, "loss_fcos_cls": 0.21268085425253958, "loss_fcos_ctr": 0.6172121064737439, "loss_fcos_loc": 0.17490322492085397, "loss_mask": 0.24025981780141592, "loss_maskiou": 0.005073700660432223, "loss_sem_seg": 0.20785256242379546, "lr": 0.001, "mask_rcnn/accuracy": 0.8806212484993998, "mask_rcnn/false_negative": 0.09782084711198735, "mask_rcnn/false_positive": 0.12475761964170337, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.5, "time": 0.754826832562685, "total_loss": 1.4741541703042458} {"data_time": 0.01604056265205145, "eta_seconds": 34419.320004039444, "iteration": 224539, "loss_fcos_cls": 0.2067682151682675, "loss_fcos_ctr": 0.616344019304961, "loss_fcos_loc": 0.1773027469171211, "loss_mask": 0.2634436162188649, "loss_maskiou": 0.004741289849334862, "loss_sem_seg": 0.19468949944712222, "lr": 0.001, "mask_rcnn/accuracy": 0.8997168989547037, "mask_rcnn/false_negative": 0.10221054175076127, "mask_rcnn/false_positive": 0.09560560737673204, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.0, "time": 0.7622192781418562, "total_loss": 1.4541918640752556} {"data_time": 0.015457437373697758, "eta_seconds": 34416.285217079334, "iteration": 224559, "loss_fcos_cls": 0.2023626808077097, "loss_fcos_ctr": 0.6150509994477034, "loss_fcos_loc": 0.16378029505722225, "loss_mask": 0.25619617383927107, "loss_maskiou": 0.005182527602300979, "loss_sem_seg": 0.22322652162984014, "lr": 0.001, "mask_rcnn/accuracy": 0.8932998418665712, "mask_rcnn/false_negative": 0.09004729584726598, "mask_rcnn/false_positive": 0.12522783161499954, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.5, "time": 0.7712019812315702, "total_loss": 1.4615387112280587} {"data_time": 0.017470200546085835, "eta_seconds": 34389.035302863456, "iteration": 224579, "loss_fcos_cls": 0.20806829328648746, "loss_fcos_ctr": 0.6162848547101021, "loss_fcos_loc": 0.17730584472883493, "loss_mask": 0.25627727527171373, "loss_maskiou": 0.005110154583235271, "loss_sem_seg": 0.21024862967897207, "lr": 0.001, "mask_rcnn/accuracy": 0.8695790816326531, "mask_rcnn/false_negative": 0.1031167986055072, "mask_rcnn/false_positive": 0.14648771871480992, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7502763587981462, "total_loss": 1.4818616489865235} {"data_time": 0.016323856078088284, "eta_seconds": 34338.293899812736, "iteration": 224599, "loss_fcos_cls": 0.20991476881317794, "loss_fcos_ctr": 0.6154853468760848, "loss_fcos_loc": 0.1753941224887967, "loss_mask": 0.25868252106010914, "loss_maskiou": 0.0048871114777284674, "loss_sem_seg": 0.21721069514751434, "lr": 0.001, "mask_rcnn/accuracy": 0.8705800798580302, "mask_rcnn/false_negative": 0.09299560084875615, "mask_rcnn/false_positive": 0.1260479822482064, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.75, "time": 0.7437620013952255, "total_loss": 1.4837424341676524} {"data_time": 0.014610379002988338, "eta_seconds": 34333.575672696345, "iteration": 224619, "loss_fcos_cls": 0.20745847141370177, "loss_fcos_ctr": 0.6188320126384497, "loss_fcos_loc": 0.1813044836744666, "loss_mask": 0.26506472332403064, "loss_maskiou": 0.004794208380189957, "loss_sem_seg": 0.20662029064260423, "lr": 0.001, "mask_rcnn/accuracy": 0.8763414982548101, "mask_rcnn/false_negative": 0.0904127944358254, "mask_rcnn/false_positive": 0.16157990414948017, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 19.75, "time": 0.7582089276984334, "total_loss": 1.5079372133404831} {"data_time": 0.01764377299696207, "eta_seconds": 34343.608251099475, "iteration": 224639, "loss_fcos_cls": 0.2119338298216462, "loss_fcos_ctr": 0.6151110827922821, "loss_fcos_loc": 0.16821233974769711, "loss_mask": 0.2510994663462043, "loss_maskiou": 0.005045317717303988, "loss_sem_seg": 0.21620806772261858, "lr": 0.001, "mask_rcnn/accuracy": 0.8892392661189654, "mask_rcnn/false_negative": 0.09107090356906997, "mask_rcnn/false_positive": 0.11311616971240225, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.25, "time": 0.7685936922207475, "total_loss": 1.446753442651243} {"data_time": 0.016078917309641838, "eta_seconds": 34317.56455318723, "iteration": 224659, "loss_fcos_cls": 0.21920357644557953, "loss_fcos_ctr": 0.6205011382699013, "loss_fcos_loc": 0.1907073319889605, "loss_mask": 0.27397110033780336, "loss_maskiou": 0.004840053066800465, "loss_sem_seg": 0.19413624028675258, "lr": 0.001, "mask_rcnn/accuracy": 0.8837046485260771, "mask_rcnn/false_negative": 0.10662102655339457, "mask_rcnn/false_positive": 0.1379647662741093, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 29.25, "time": 0.7610457260161638, "total_loss": 1.4996717321191682} {"data_time": 0.01903169322758913, "eta_seconds": 34302.42701120395, "iteration": 224679, "loss_fcos_cls": 0.20884943357668817, "loss_fcos_ctr": 0.6163314403966069, "loss_fcos_loc": 0.16975848213769495, "loss_mask": 0.26767695136368275, "loss_maskiou": 0.004778642200108152, "loss_sem_seg": 0.18580628978088498, "lr": 0.001, "mask_rcnn/accuracy": 0.8751501290171242, "mask_rcnn/false_negative": 0.11151703035439625, "mask_rcnn/false_positive": 0.13773155665421555, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.0, "time": 0.7579615255817771, "total_loss": 1.4540473204251612} {"data_time": 0.01659197174012661, "eta_seconds": 34317.88178915903, "iteration": 224699, "loss_fcos_cls": 0.2011754224076867, "loss_fcos_ctr": 0.6169187566265464, "loss_fcos_loc": 0.1767236873274669, "loss_mask": 0.2436745734885335, "loss_maskiou": 0.004428108542924747, "loss_sem_seg": 0.18879773741355166, "lr": 0.001, "mask_rcnn/accuracy": 0.902660336764016, "mask_rcnn/false_negative": 0.10226407098328842, "mask_rcnn/false_positive": 0.11926968145334521, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 24.0, "time": 0.7635435406118631, "total_loss": 1.4448526109372324} {"data_time": 0.01549024973064661, "eta_seconds": 34302.730740930885, "iteration": 224719, "loss_fcos_cls": 0.2083216094179079, "loss_fcos_ctr": 0.6163589027710259, "loss_fcos_loc": 0.1755282410304062, "loss_mask": 0.24150548968464136, "loss_maskiou": 0.004363194981124252, "loss_sem_seg": 0.20448744832538068, "lr": 0.001, "mask_rcnn/accuracy": 0.8942594581692326, "mask_rcnn/false_negative": 0.09521875938833496, "mask_rcnn/false_positive": 0.11745920103066934, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 26.75, "time": 0.7572026662528515, "total_loss": 1.4491977034685988} {"data_time": 0.016123028472065926, "eta_seconds": 34298.67935513053, "iteration": 224739, "loss_fcos_cls": 0.2023094731848687, "loss_fcos_ctr": 0.6151265734806657, "loss_fcos_loc": 0.16818258399143815, "loss_mask": 0.24821676407009363, "loss_maskiou": 0.004418402100782259, "loss_sem_seg": 0.20736727467738092, "lr": 0.001, "mask_rcnn/accuracy": 0.8975129114145659, "mask_rcnn/false_negative": 0.08845405094008421, "mask_rcnn/false_positive": 0.13649529463759918, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 26.25, "time": 0.7712009493261576, "total_loss": 1.4648250008031027} {"data_time": 0.016248994506895542, "eta_seconds": 34252.75414757151, "iteration": 224759, "loss_fcos_cls": 0.19766564958263189, "loss_fcos_ctr": 0.6138916984200478, "loss_fcos_loc": 0.16212748014368117, "loss_mask": 0.24017219385132194, "loss_maskiou": 0.004482263175304979, "loss_sem_seg": 0.17567262437660247, "lr": 0.001, "mask_rcnn/accuracy": 0.9082019526560625, "mask_rcnn/false_negative": 0.08231648673455683, "mask_rcnn/false_positive": 0.10249505089750101, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 31.75, "time": 0.7325595347210765, "total_loss": 1.3912914594911854} {"data_time": 0.016229664906859398, "eta_seconds": 34202.15388302971, "iteration": 224779, "loss_fcos_cls": 0.2164379353635013, "loss_fcos_ctr": 0.6173727703280747, "loss_fcos_loc": 0.17982841457705945, "loss_mask": 0.24406248331069946, "loss_maskiou": 0.004092825853149407, "loss_sem_seg": 0.20624849665910006, "lr": 0.001, "mask_rcnn/accuracy": 0.8970680910704203, "mask_rcnn/false_negative": 0.08567527033745345, "mask_rcnn/false_positive": 0.12726189415198086, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 23.75, "time": 0.7456663204357028, "total_loss": 1.491940419007733} {"data_time": 0.016996718011796474, "eta_seconds": 34187.02721449826, "iteration": 224799, "loss_fcos_cls": 0.19615714251995087, "loss_fcos_ctr": 0.6168065387755632, "loss_fcos_loc": 0.17254159599542618, "loss_mask": 0.2588041238486767, "loss_maskiou": 0.004295182410714915, "loss_sem_seg": 0.18984189676120877, "lr": 0.001, "mask_rcnn/accuracy": 0.8876582553348203, "mask_rcnn/false_negative": 0.0938304030663806, "mask_rcnn/false_positive": 0.1356544794948218, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 30.5, "time": 0.7563289115205407, "total_loss": 1.4508707291752216} {"data_time": 0.017961892299354076, "eta_seconds": 34165.68275146652, "iteration": 224819, "loss_fcos_cls": 0.19383550120983273, "loss_fcos_ctr": 0.6141659561544657, "loss_fcos_loc": 0.16630951664410532, "loss_mask": 0.2557113040238619, "loss_maskiou": 0.004836314510612283, "loss_sem_seg": 0.188923453213647, "lr": 0.001, "mask_rcnn/accuracy": 0.8848863851095994, "mask_rcnn/false_negative": 0.10491064724652602, "mask_rcnn/false_positive": 0.13168728529847035, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 24.25, "time": 0.740055276080966, "total_loss": 1.4396757170034107} {"data_time": 0.015531295910477638, "eta_seconds": 34181.32667533774, "iteration": 224839, "loss_fcos_cls": 0.20467264205217361, "loss_fcos_ctr": 0.6178892320021987, "loss_fcos_loc": 0.17112703435122967, "loss_mask": 0.2595585808157921, "loss_maskiou": 0.005198308652325068, "loss_sem_seg": 0.21762377209961414, "lr": 0.001, "mask_rcnn/accuracy": 0.8864093628522838, "mask_rcnn/false_negative": 0.1002865359924934, "mask_rcnn/false_positive": 0.12838670986845613, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.0, "time": 0.7608738709241152, "total_loss": 1.4856935081479605} {"data_time": 0.015225662849843502, "eta_seconds": 34185.02569644805, "iteration": 224859, "loss_fcos_cls": 0.2147018366958946, "loss_fcos_ctr": 0.6196784032508731, "loss_fcos_loc": 0.18131290812743828, "loss_mask": 0.2507967660203576, "loss_maskiou": 0.004203310338198207, "loss_sem_seg": 0.17619364149868488, "lr": 0.001, "mask_rcnn/accuracy": 0.8732031121073767, "mask_rcnn/false_negative": 0.1013885851562093, "mask_rcnn/false_positive": 0.1395931033094276, "roi_head/num_bg_samples": 75.5, "roi_head/num_fg_samples": 29.0, "time": 0.7578515000641346, "total_loss": 1.4478427647991339} {"data_time": 0.01673502568155527, "eta_seconds": 34177.299375547096, "iteration": 224879, "loss_fcos_cls": 0.21350768965203315, "loss_fcos_ctr": 0.6157062114216387, "loss_fcos_loc": 0.18151195286191069, "loss_mask": 0.24801458790898323, "loss_maskiou": 0.004270314917448559, "loss_sem_seg": 0.17369597335346043, "lr": 0.001, "mask_rcnn/accuracy": 0.9039172380098036, "mask_rcnn/false_negative": 0.07828795170871156, "mask_rcnn/false_positive": 0.12404186731162938, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 24.5, "time": 0.7631626622751355, "total_loss": 1.4179729514653445} {"data_time": 0.016395543701946735, "eta_seconds": 34158.83460461907, "iteration": 224899, "loss_fcos_cls": 0.20794998423662037, "loss_fcos_ctr": 0.6159015083685517, "loss_fcos_loc": 0.16795075580012053, "loss_mask": 0.25561055354774, "loss_maskiou": 0.004516229419095907, "loss_sem_seg": 0.19146749447099864, "lr": 0.001, "mask_rcnn/accuracy": 0.876641135569707, "mask_rcnn/false_negative": 0.10766276926683953, "mask_rcnn/false_positive": 0.13669106035765283, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.5, "time": 0.7597811333835125, "total_loss": 1.4471470086064073} {"data_time": 0.01567722763866186, "eta_seconds": 34154.29074421618, "iteration": 224919, "loss_fcos_cls": 0.21256900773732923, "loss_fcos_ctr": 0.6192096909508109, "loss_fcos_loc": 0.17949705565115437, "loss_mask": 0.2704815547913313, "loss_maskiou": 0.00502589886309579, "loss_sem_seg": 0.1952755523379892, "lr": 0.001, "mask_rcnn/accuracy": 0.884158473419763, "mask_rcnn/false_negative": 0.09393610546236403, "mask_rcnn/false_positive": 0.13023623978115678, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.7721025003120303, "total_loss": 1.4931278206640854} {"data_time": 0.015316556207835674, "eta_seconds": 34155.15247415379, "iteration": 224939, "loss_fcos_cls": 0.19431432359851897, "loss_fcos_ctr": 0.6154464399442077, "loss_fcos_loc": 0.17653416423127055, "loss_mask": 0.2611735388636589, "loss_maskiou": 0.004949212318024365, "loss_sem_seg": 0.19139896426349878, "lr": 0.001, "mask_rcnn/accuracy": 0.8969286083998818, "mask_rcnn/false_negative": 0.0997946579718377, "mask_rcnn/false_positive": 0.11131947816298211, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 22.25, "time": 0.7680633347481489, "total_loss": 1.4492048455467739} {"data_time": 0.017098717391490936, "eta_seconds": 34148.36093485542, "iteration": 224959, "loss_fcos_cls": 0.2183703335467726, "loss_fcos_ctr": 0.613065343350172, "loss_fcos_loc": 0.17448545177467167, "loss_mask": 0.2743890262208879, "loss_maskiou": 0.005194525991100818, "loss_sem_seg": 0.18811050965450704, "lr": 0.001, "mask_rcnn/accuracy": 0.8783825445071646, "mask_rcnn/false_negative": 0.09107547620953634, "mask_rcnn/false_positive": 0.1639015669967365, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 35.75, "time": 0.7820378253236413, "total_loss": 1.463857672719314} {"data_time": 0.016774186864495277, "eta_seconds": 34116.807919562794, "iteration": 224979, "loss_fcos_cls": 0.2014795304276049, "loss_fcos_ctr": 0.616805381141603, "loss_fcos_loc": 0.16702124057337642, "loss_mask": 0.24888006690889597, "loss_maskiou": 0.00440595001418842, "loss_sem_seg": 0.2013096404261887, "lr": 0.001, "mask_rcnn/accuracy": 0.8790398008518476, "mask_rcnn/false_negative": 0.09669963598312387, "mask_rcnn/false_positive": 0.13797392239610815, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 34.5, "time": 0.7386627849191427, "total_loss": 1.4334905739306123} {"data_time": 0.015485543757677078, "eta_seconds": 34101.651966598816, "iteration": 224999, "loss_fcos_cls": 0.19988769316114485, "loss_fcos_ctr": 0.6152508594095707, "loss_fcos_loc": 0.1715615342836827, "loss_mask": 0.2507934495806694, "loss_maskiou": 0.0048807339917402714, "loss_sem_seg": 0.19245457742363214, "lr": 0.001, "mask_rcnn/accuracy": 0.8885206113508726, "mask_rcnn/false_negative": 0.08481127353080868, "mask_rcnn/false_positive": 0.13818283567194434, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 35.25, "time": 0.7585635101422668, "total_loss": 1.4512958822579094} {"data_time": 0.015526394359767437, "eta_seconds": 34085.571503043175, "iteration": 225019, "loss_fcos_cls": 0.19069168507121503, "loss_fcos_ctr": 0.6140724942088127, "loss_fcos_loc": 0.1676358156837523, "loss_mask": 0.2568323635496199, "loss_maskiou": 0.004450382279173937, "loss_sem_seg": 0.20547740464098752, "lr": 0.001, "mask_rcnn/accuracy": 0.8931838905775076, "mask_rcnn/false_negative": 0.10282189745773856, "mask_rcnn/false_positive": 0.11426912069280737, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 25.5, "time": 0.7726996447890997, "total_loss": 1.441543846965942} {"data_time": 0.016219016164541245, "eta_seconds": 34052.8006620314, "iteration": 225039, "loss_fcos_cls": 0.21447799511952326, "loss_fcos_ctr": 0.6173010626807809, "loss_fcos_loc": 0.17021795903565362, "loss_mask": 0.24102052533999085, "loss_maskiou": 0.004542431768641109, "loss_sem_seg": 0.22205105423927307, "lr": 0.001, "mask_rcnn/accuracy": 0.8915625865730907, "mask_rcnn/false_negative": 0.07332575755917574, "mask_rcnn/false_positive": 0.12797949242800677, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.25, "time": 0.7475847285240889, "total_loss": 1.464413356163277} {"data_time": 0.01541291642934084, "eta_seconds": 34037.652955947444, "iteration": 225059, "loss_fcos_cls": 0.2094222316518426, "loss_fcos_ctr": 0.6177507555112243, "loss_fcos_loc": 0.18130360741633922, "loss_mask": 0.25924451975151896, "loss_maskiou": 0.004759638182804338, "loss_sem_seg": 0.20565805304795504, "lr": 0.001, "mask_rcnn/accuracy": 0.8796538312798523, "mask_rcnn/false_negative": 0.10354847417662336, "mask_rcnn/false_positive": 0.12444416313997034, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.25, "time": 0.7589361304417253, "total_loss": 1.4805365293832438} {"data_time": 0.0154017498716712, "eta_seconds": 34025.80761173181, "iteration": 225079, "loss_fcos_cls": 0.20984501391649246, "loss_fcos_ctr": 0.6146585964597762, "loss_fcos_loc": 0.17418999050278217, "loss_mask": 0.2618736671283841, "loss_maskiou": 0.004600497763021849, "loss_sem_seg": 0.1897653634659946, "lr": 0.001, "mask_rcnn/accuracy": 0.8920783830773689, "mask_rcnn/false_negative": 0.09413291857417883, "mask_rcnn/false_positive": 0.13845876557102677, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.0, "time": 0.765513326972723, "total_loss": 1.4886826328765892} {"data_time": 0.019339933060109615, "eta_seconds": 33995.063462278806, "iteration": 225099, "loss_fcos_cls": 0.21234477520920336, "loss_fcos_ctr": 0.6181445904076099, "loss_fcos_loc": 0.1754124410217628, "loss_mask": 0.2416687896475196, "loss_maskiou": 0.004493305399591918, "loss_sem_seg": 0.2087235029321164, "lr": 0.001, "mask_rcnn/accuracy": 0.9045635949479611, "mask_rcnn/false_negative": 0.07806941797127609, "mask_rcnn/false_positive": 0.11149826909853336, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7447226513177156, "total_loss": 1.4755445232331112} {"data_time": 0.015475818887352943, "eta_seconds": 33998.1953262873, "iteration": 225119, "loss_fcos_cls": 0.22113397845532745, "loss_fcos_ctr": 0.618001320399344, "loss_fcos_loc": 0.18681148858740926, "loss_mask": 0.26013007666915655, "loss_maskiou": 0.004786941601196304, "loss_sem_seg": 0.21066884696483612, "lr": 0.001, "mask_rcnn/accuracy": 0.8729049766996195, "mask_rcnn/false_negative": 0.11701402984183336, "mask_rcnn/false_positive": 0.11291534045787421, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7731058029457927, "total_loss": 1.5108143689867575} {"data_time": 0.016555788926780224, "eta_seconds": 33972.712785375305, "iteration": 225139, "loss_fcos_cls": 0.20906167587963864, "loss_fcos_ctr": 0.6147913723252714, "loss_fcos_loc": 0.16930750431492925, "loss_mask": 0.2517254767008126, "loss_maskiou": 0.004384561289043631, "loss_sem_seg": 0.19601681648055092, "lr": 0.001, "mask_rcnn/accuracy": 0.9009935897435898, "mask_rcnn/false_negative": 0.09973321282036672, "mask_rcnn/false_positive": 0.11790209693941914, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 24.0, "time": 0.7568851420655847, "total_loss": 1.4616312883517821} {"data_time": 0.016175429336726665, "eta_seconds": 33957.56701832358, "iteration": 225159, "loss_fcos_cls": 0.21249667048687115, "loss_fcos_ctr": 0.6138869598507881, "loss_fcos_loc": 0.1640110097359866, "loss_mask": 0.2585682524368167, "loss_maskiou": 0.004893203102255939, "loss_sem_seg": 0.20464987074956298, "lr": 0.001, "mask_rcnn/accuracy": 0.8819844470046083, "mask_rcnn/false_negative": 0.09624064431496412, "mask_rcnn/false_positive": 0.1261387349725009, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.75, "time": 0.751187757588923, "total_loss": 1.439383708544483} {"data_time": 0.016487552784383297, "eta_seconds": 33957.3094085427, "iteration": 225179, "loss_fcos_cls": 0.2082958574173972, "loss_fcos_ctr": 0.6140612196177244, "loss_fcos_loc": 0.16870472859591246, "loss_mask": 0.2591291004791856, "loss_maskiou": 0.005419262204668485, "loss_sem_seg": 0.18084492767229676, "lr": 0.001, "mask_rcnn/accuracy": 0.8827864798712475, "mask_rcnn/false_negative": 0.1192194111754625, "mask_rcnn/false_positive": 0.13369637108492716, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 27.5, "time": 0.7653301069512963, "total_loss": 1.4373422729258891} {"data_time": 0.01676260121166706, "eta_seconds": 33956.917845656164, "iteration": 225199, "loss_fcos_cls": 0.20307909161783755, "loss_fcos_ctr": 0.61535310652107, "loss_fcos_loc": 0.17153681465424597, "loss_mask": 0.25048460671678185, "loss_maskiou": 0.004798018922883784, "loss_sem_seg": 0.19171573058702052, "lr": 0.001, "mask_rcnn/accuracy": 0.9035175921017757, "mask_rcnn/false_negative": 0.10045024951116036, "mask_rcnn/false_positive": 0.13262670288737907, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.7621140703558922, "total_loss": 1.4708866380260588} {"data_time": 0.01613092701882124, "eta_seconds": 33932.68621900398, "iteration": 225219, "loss_fcos_cls": 0.20296277361921966, "loss_fcos_ctr": 0.6140053505077958, "loss_fcos_loc": 0.16734064841875806, "loss_mask": 0.23762785736471415, "loss_maskiou": 0.00418576825177297, "loss_sem_seg": 0.18699553119949996, "lr": 0.001, "mask_rcnn/accuracy": 0.9079096550901062, "mask_rcnn/false_negative": 0.0737474006368843, "mask_rcnn/false_positive": 0.1161165471851651, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 22.5, "time": 0.7401660149917006, "total_loss": 1.4209520078911737} {"data_time": 0.01585629303008318, "eta_seconds": 33911.852177233435, "iteration": 225239, "loss_fcos_cls": 0.21033774223178625, "loss_fcos_ctr": 0.6182994842529297, "loss_fcos_loc": 0.18061855851556174, "loss_mask": 0.26140288170427084, "loss_maskiou": 0.005113849774716073, "loss_sem_seg": 0.19265007670037448, "lr": 0.001, "mask_rcnn/accuracy": 0.8773726371529473, "mask_rcnn/false_negative": 0.0960115179083929, "mask_rcnn/false_positive": 0.1602184796597539, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.0, "time": 0.7542764125391841, "total_loss": 1.4862913580145687} {"data_time": 0.015000074170529842, "eta_seconds": 33886.857588550076, "iteration": 225259, "loss_fcos_cls": 0.19730876199901104, "loss_fcos_ctr": 0.6139004332944751, "loss_fcos_loc": 0.16718012664932758, "loss_mask": 0.24752774741500616, "loss_maskiou": 0.004383114473966998, "loss_sem_seg": 0.19730604952201247, "lr": 0.001, "mask_rcnn/accuracy": 0.8826354773086329, "mask_rcnn/false_negative": 0.11287644324938867, "mask_rcnn/false_positive": 0.1118751811749838, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.75, "time": 0.7432980304583907, "total_loss": 1.4503478997612547} {"data_time": 0.01645975187420845, "eta_seconds": 33817.92101925798, "iteration": 225279, "loss_fcos_cls": 0.20559345360379666, "loss_fcos_ctr": 0.6160536203533411, "loss_fcos_loc": 0.17609176272526383, "loss_mask": 0.275909248739481, "loss_maskiou": 0.004951894832629478, "loss_sem_seg": 0.199167569167912, "lr": 0.001, "mask_rcnn/accuracy": 0.8961165809157866, "mask_rcnn/false_negative": 0.07507992129950604, "mask_rcnn/false_positive": 0.12673874376213434, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 24.0, "time": 0.7516163252294064, "total_loss": 1.4867599126373534} {"data_time": 0.016179895028471947, "eta_seconds": 33795.0031897733, "iteration": 225299, "loss_fcos_cls": 0.2005180213600397, "loss_fcos_ctr": 0.613764863461256, "loss_fcos_loc": 0.17377941543236375, "loss_mask": 0.245676402002573, "loss_maskiou": 0.004960743390256539, "loss_sem_seg": 0.18448861106298864, "lr": 0.001, "mask_rcnn/accuracy": 0.8957900747508305, "mask_rcnn/false_negative": 0.08463573693215887, "mask_rcnn/false_positive": 0.12986648657377037, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.0, "time": 0.7514238860458136, "total_loss": 1.4214549573371187} {"data_time": 0.015519384294748306, "eta_seconds": 33795.43278472591, "iteration": 225319, "loss_fcos_cls": 0.2093988034175709, "loss_fcos_ctr": 0.6163569008931518, "loss_fcos_loc": 0.17935369885526597, "loss_mask": 0.2503680996596813, "loss_maskiou": 0.004653162384784082, "loss_sem_seg": 0.18622787378262728, "lr": 0.001, "mask_rcnn/accuracy": 0.8661286228250514, "mask_rcnn/false_negative": 0.09383956088680909, "mask_rcnn/false_positive": 0.15240286703871725, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7680443171411753, "total_loss": 1.4604045171399775} {"data_time": 0.017148812301456928, "eta_seconds": 33780.3053557137, "iteration": 225339, "loss_fcos_cls": 0.19837313261814415, "loss_fcos_ctr": 0.6167611321434379, "loss_fcos_loc": 0.17774524935521185, "loss_mask": 0.2442235155031085, "loss_maskiou": 0.0046135069605952594, "loss_sem_seg": 0.2037170552648604, "lr": 0.001, "mask_rcnn/accuracy": 0.8861278602350031, "mask_rcnn/false_negative": 0.09668084364144626, "mask_rcnn/false_positive": 0.1339630334516489, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7523234356194735, "total_loss": 1.4396319380321074} {"data_time": 0.014881422743201256, "eta_seconds": 33804.22786344029, "iteration": 225359, "loss_fcos_cls": 0.20127995125949383, "loss_fcos_ctr": 0.6202807235531509, "loss_fcos_loc": 0.181810348527506, "loss_mask": 0.2704791044816375, "loss_maskiou": 0.004631691049894471, "loss_sem_seg": 0.18837828049436212, "lr": 0.001, "mask_rcnn/accuracy": 0.8720011015769944, "mask_rcnn/false_negative": 0.10498271787627109, "mask_rcnn/false_positive": 0.14951112319404425, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.25, "time": 0.7666230453178287, "total_loss": 1.4884488380266703} {"data_time": 0.014969965443015099, "eta_seconds": 33790.963580754586, "iteration": 225379, "loss_fcos_cls": 0.20757070230320096, "loss_fcos_ctr": 0.6155667402781546, "loss_fcos_loc": 0.1748848755378276, "loss_mask": 0.2744766380637884, "loss_maskiou": 0.0051506539257388795, "loss_sem_seg": 0.21716702613048255, "lr": 0.001, "mask_rcnn/accuracy": 0.8809129008746355, "mask_rcnn/false_negative": 0.10635272366898343, "mask_rcnn/false_positive": 0.1086747208863281, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.25, "time": 0.7691477118059993, "total_loss": 1.4865083383847377} {"data_time": 0.015820899046957493, "eta_seconds": 33744.65029373579, "iteration": 225399, "loss_fcos_cls": 0.20797594275791198, "loss_fcos_ctr": 0.6153549402952194, "loss_fcos_loc": 0.1720806803787127, "loss_mask": 0.24469375889748335, "loss_maskiou": 0.004246929063810967, "loss_sem_seg": 0.20217801700346172, "lr": 0.001, "mask_rcnn/accuracy": 0.8786966974894406, "mask_rcnn/false_negative": 0.10696262099445511, "mask_rcnn/false_positive": 0.14695086406137747, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.5, "time": 0.73589579295367, "total_loss": 1.4597147898966796} {"data_time": 0.014971064403653145, "eta_seconds": 33729.51850283705, "iteration": 225419, "loss_fcos_cls": 0.21327996428590268, "loss_fcos_ctr": 0.6179520254954696, "loss_fcos_loc": 0.1765352226793766, "loss_mask": 0.26943327486515045, "loss_maskiou": 0.005429764903965406, "loss_sem_seg": 0.20309087121859193, "lr": 0.001, "mask_rcnn/accuracy": 0.8699578695114409, "mask_rcnn/false_negative": 0.10739377161289898, "mask_rcnn/false_positive": 0.1458589640146951, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.75, "time": 0.7679921807721257, "total_loss": 1.490818664955441} {"data_time": 0.01534710731357336, "eta_seconds": 33700.718177334405, "iteration": 225439, "loss_fcos_cls": 0.21018914075102657, "loss_fcos_ctr": 0.6177325500175357, "loss_fcos_loc": 0.17747476481599733, "loss_mask": 0.259727634023875, "loss_maskiou": 0.004532254330115393, "loss_sem_seg": 0.19543156609870493, "lr": 0.001, "mask_rcnn/accuracy": 0.8960472631746819, "mask_rcnn/false_negative": 0.08212289923253102, "mask_rcnn/false_positive": 0.1333936072828005, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.0, "time": 0.7669991841539741, "total_loss": 1.4748762640811037} {"data_time": 0.01759462058544159, "eta_seconds": 33712.062873856165, "iteration": 225459, "loss_fcos_cls": 0.20211881829891354, "loss_fcos_ctr": 0.6169753903523088, "loss_fcos_loc": 0.17486925516277552, "loss_mask": 0.26111561246216297, "loss_maskiou": 0.0045062622739351355, "loss_sem_seg": 0.21210804884321988, "lr": 0.001, "mask_rcnn/accuracy": 0.877042479253858, "mask_rcnn/false_negative": 0.09141269740267347, "mask_rcnn/false_positive": 0.16009949729902445, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.25, "time": 0.7649474777281284, "total_loss": 1.4686278263179702} {"data_time": 0.01648079138249159, "eta_seconds": 33696.92533187289, "iteration": 225479, "loss_fcos_cls": 0.20145611529005691, "loss_fcos_ctr": 0.6147242235019803, "loss_fcos_loc": 0.16363751702010632, "loss_mask": 0.2469455269165337, "loss_maskiou": 0.004355094883067068, "loss_sem_seg": 0.20169377513229847, "lr": 0.001, "mask_rcnn/accuracy": 0.8843477996788778, "mask_rcnn/false_negative": 0.08561701161019036, "mask_rcnn/false_positive": 0.14872665873884602, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 30.75, "time": 0.7506626481190324, "total_loss": 1.4260289239555277} {"data_time": 0.017823779955506325, "eta_seconds": 33668.991339242086, "iteration": 225499, "loss_fcos_cls": 0.2110289647243917, "loss_fcos_ctr": 0.6171294180676341, "loss_fcos_loc": 0.17787982313893735, "loss_mask": 0.25481889862567186, "loss_maskiou": 0.0047384298231918365, "loss_sem_seg": 0.18998092669062316, "lr": 0.001, "mask_rcnn/accuracy": 0.8744546376242806, "mask_rcnn/false_negative": 0.0933677790136794, "mask_rcnn/false_positive": 0.14989623440618904, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.75, "time": 0.7524459306150675, "total_loss": 1.4603571547413594} {"data_time": 0.01648104004561901, "eta_seconds": 33643.82082997821, "iteration": 225519, "loss_fcos_cls": 0.20947164110839367, "loss_fcos_ctr": 0.6163569716736674, "loss_fcos_loc": 0.17503647110424936, "loss_mask": 0.24935330357402563, "loss_maskiou": 0.00461230575456284, "loss_sem_seg": 0.18998416233807802, "lr": 0.001, "mask_rcnn/accuracy": 0.8971695821185617, "mask_rcnn/false_negative": 0.09775705858586467, "mask_rcnn/false_positive": 0.12891477186340566, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 23.75, "time": 0.7501823278144002, "total_loss": 1.4686041168533848} {"data_time": 0.016385311260819435, "eta_seconds": 33625.089896601625, "iteration": 225539, "loss_fcos_cls": 0.2207338124862872, "loss_fcos_ctr": 0.6153133399784565, "loss_fcos_loc": 0.17671557085122913, "loss_mask": 0.2531159808859229, "loss_maskiou": 0.00506764777310309, "loss_sem_seg": 0.19856126804370433, "lr": 0.001, "mask_rcnn/accuracy": 0.8884536363608779, "mask_rcnn/false_negative": 0.09580049778606385, "mask_rcnn/false_positive": 0.13732198978461282, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.0, "time": 0.759607994928956, "total_loss": 1.4532754541287431} {"data_time": 0.01753169484436512, "eta_seconds": 33592.698899481446, "iteration": 225559, "loss_fcos_cls": 0.21346238953992724, "loss_fcos_ctr": 0.6169707784429193, "loss_fcos_loc": 0.16759356181137264, "loss_mask": 0.24211509292945266, "loss_maskiou": 0.004518330408245674, "loss_sem_seg": 0.20233158022165298, "lr": 0.001, "mask_rcnn/accuracy": 0.89235682166329, "mask_rcnn/false_negative": 0.0969782519852202, "mask_rcnn/false_positive": 0.13104648114261735, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7329179402440786, "total_loss": 1.4756255921747652} {"data_time": 0.015353595837950706, "eta_seconds": 33586.72012191452, "iteration": 225579, "loss_fcos_cls": 0.21873224072623998, "loss_fcos_ctr": 0.6181790046393871, "loss_fcos_loc": 0.17999909725040197, "loss_mask": 0.26548123033717275, "loss_maskiou": 0.0045458017693817965, "loss_sem_seg": 0.18584856274537742, "lr": 0.001, "mask_rcnn/accuracy": 0.888022097808121, "mask_rcnn/false_negative": 0.08352427604252148, "mask_rcnn/false_positive": 0.1530747805224028, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 40.0, "time": 0.7643496412783861, "total_loss": 1.4548192210759225} {"data_time": 0.01640930213034153, "eta_seconds": 33583.3117212262, "iteration": 225599, "loss_fcos_cls": 0.20072780782356858, "loss_fcos_ctr": 0.6170156905427575, "loss_fcos_loc": 0.17011318635195494, "loss_mask": 0.2462182091549039, "loss_maskiou": 0.0042737382027553394, "loss_sem_seg": 0.19390236190520227, "lr": 0.001, "mask_rcnn/accuracy": 0.8989583333333333, "mask_rcnn/false_negative": 0.07006023963219749, "mask_rcnn/false_positive": 0.13328082971081995, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.75, "time": 0.7673464184626937, "total_loss": 1.4533620825277467} {"data_time": 0.01637018658220768, "eta_seconds": 33574.47169346921, "iteration": 225619, "loss_fcos_cls": 0.21121502702590078, "loss_fcos_ctr": 0.6150135737843812, "loss_fcos_loc": 0.17326997412601486, "loss_mask": 0.24656028114259243, "loss_maskiou": 0.004546548589132726, "loss_sem_seg": 0.19892171770334244, "lr": 0.001, "mask_rcnn/accuracy": 0.8877353077710677, "mask_rcnn/false_negative": 0.0885653003080721, "mask_rcnn/false_positive": 0.1357087435655465, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7645349679514766, "total_loss": 1.4490385609169607} {"data_time": 0.016394661739468575, "eta_seconds": 33578.07344963774, "iteration": 225639, "loss_fcos_cls": 0.22424254764337093, "loss_fcos_ctr": 0.6169367474503815, "loss_fcos_loc": 0.18128377752145752, "loss_mask": 0.26250110007822514, "loss_maskiou": 0.004412511996633839, "loss_sem_seg": 0.1990643464960158, "lr": 0.001, "mask_rcnn/accuracy": 0.8800305013309672, "mask_rcnn/false_negative": 0.10739524582169352, "mask_rcnn/false_positive": 0.1685841916033668, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.0, "time": 0.767295490950346, "total_loss": 1.5272615405119723} {"data_time": 0.015919996425509453, "eta_seconds": 33577.054001765326, "iteration": 225659, "loss_fcos_cls": 0.21393192547839135, "loss_fcos_ctr": 0.6158958631567657, "loss_fcos_loc": 0.1699531392659992, "loss_mask": 0.26028008572757244, "loss_maskiou": 0.004609711766534019, "loss_sem_seg": 0.2158109564334154, "lr": 0.001, "mask_rcnn/accuracy": 0.8966610987734681, "mask_rcnn/false_negative": 0.06983365212075283, "mask_rcnn/false_positive": 0.13882535237214794, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 25.25, "time": 0.7723748749122024, "total_loss": 1.4881823913128756} {"data_time": 0.015220402739942074, "eta_seconds": 33563.77707497869, "iteration": 225679, "loss_fcos_cls": 0.2127931632567197, "loss_fcos_ctr": 0.6164441374130547, "loss_fcos_loc": 0.17655404470860958, "loss_mask": 0.2521367557346821, "loss_maskiou": 0.004625522529750015, "loss_sem_seg": 0.19736154237762094, "lr": 0.001, "mask_rcnn/accuracy": 0.905902670411599, "mask_rcnn/false_negative": 0.0976264043339882, "mask_rcnn/false_positive": 0.10087844060409036, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.5, "time": 0.7676303600892425, "total_loss": 1.459961093190941} {"data_time": 0.016064257360994816, "eta_seconds": 33566.95198931079, "iteration": 225699, "loss_fcos_cls": 0.21434358629630879, "loss_fcos_ctr": 0.61535903532058, "loss_fcos_loc": 0.1756645473651588, "loss_mask": 0.2605879860930145, "loss_maskiou": 0.004857109233853407, "loss_sem_seg": 0.2150294438470155, "lr": 0.001, "mask_rcnn/accuracy": 0.8744604330001795, "mask_rcnn/false_negative": 0.10106339875445741, "mask_rcnn/false_positive": 0.1468224796315203, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7763750432059169, "total_loss": 1.4850087813720165} {"data_time": 0.014728080481290817, "eta_seconds": 33540.17498175148, "iteration": 225719, "loss_fcos_cls": 0.22059661732055247, "loss_fcos_ctr": 0.6159948948770761, "loss_fcos_loc": 0.17914823547471315, "loss_mask": 0.2578305844217539, "loss_maskiou": 0.004564411210594699, "loss_sem_seg": 0.21129052573814988, "lr": 0.001, "mask_rcnn/accuracy": 0.90199096330205, "mask_rcnn/false_negative": 0.09349893782872187, "mask_rcnn/false_positive": 0.12058671308700761, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.0, "time": 0.7424822179600596, "total_loss": 1.4902332805359038} {"data_time": 0.015366243198513985, "eta_seconds": 33516.47430531867, "iteration": 225739, "loss_fcos_cls": 0.202928472077474, "loss_fcos_ctr": 0.6135710645467043, "loss_fcos_loc": 0.16962627600878477, "loss_mask": 0.2570510869845748, "loss_maskiou": 0.004998880180210108, "loss_sem_seg": 0.20000789198093116, "lr": 0.001, "mask_rcnn/accuracy": 0.8781533446712018, "mask_rcnn/false_negative": 0.10724776644587153, "mask_rcnn/false_positive": 0.12604621197284643, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.0, "time": 0.7496070936322212, "total_loss": 1.4528953084081877} {"data_time": 0.016096767969429493, "eta_seconds": 33521.489875151776, "iteration": 225759, "loss_fcos_cls": 0.19590772583615035, "loss_fcos_ctr": 0.6157069690525532, "loss_fcos_loc": 0.16419918206520379, "loss_mask": 0.2546281339600682, "loss_maskiou": 0.005016433919081464, "loss_sem_seg": 0.22524988278746605, "lr": 0.001, "mask_rcnn/accuracy": 0.89937567132116, "mask_rcnn/false_negative": 0.08982753433766347, "mask_rcnn/false_positive": 0.131689074687352, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 30.5, "time": 0.7402358092367649, "total_loss": 1.4724440711652278} {"data_time": 0.016389154829084873, "eta_seconds": 33536.21409908403, "iteration": 225779, "loss_fcos_cls": 0.20112171629443765, "loss_fcos_ctr": 0.6149960607290268, "loss_fcos_loc": 0.16049551649484783, "loss_mask": 0.2519928030669689, "loss_maskiou": 0.004456610377019388, "loss_sem_seg": 0.20879501709714532, "lr": 0.001, "mask_rcnn/accuracy": 0.8985079567541302, "mask_rcnn/false_negative": 0.08561269967991127, "mask_rcnn/false_positive": 0.12666079402156943, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 30.0, "time": 0.7593671670183539, "total_loss": 1.4638766158441285} {"data_time": 0.01739453710615635, "eta_seconds": 33509.637807273306, "iteration": 225799, "loss_fcos_cls": 0.20789275760762393, "loss_fcos_ctr": 0.6161814332008362, "loss_fcos_loc": 0.17832894681487232, "loss_mask": 0.2446127599105239, "loss_maskiou": 0.004476224894460756, "loss_sem_seg": 0.1933275037445128, "lr": 0.001, "mask_rcnn/accuracy": 0.8975651805884509, "mask_rcnn/false_negative": 0.08233161303815822, "mask_rcnn/false_positive": 0.14207701372834167, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 25.25, "time": 0.7513132560998201, "total_loss": 1.4658783237755415} {"data_time": 0.014649317599833012, "eta_seconds": 33494.47541827429, "iteration": 225819, "loss_fcos_cls": 0.204351675696671, "loss_fcos_ctr": 0.616282269358635, "loss_fcos_loc": 0.1748676273273304, "loss_mask": 0.2519937586039305, "loss_maskiou": 0.004798284142452758, "loss_sem_seg": 0.21602432266809046, "lr": 0.001, "mask_rcnn/accuracy": 0.8838958660387232, "mask_rcnn/false_negative": 0.1089128478507895, "mask_rcnn/false_positive": 0.12087676212483382, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 29.25, "time": 0.7542683547362685, "total_loss": 1.4653145096235676} {"data_time": 0.015888694673776627, "eta_seconds": 33471.302173159085, "iteration": 225839, "loss_fcos_cls": 0.21528273331932724, "loss_fcos_ctr": 0.6164124580100179, "loss_fcos_loc": 0.17495097097707912, "loss_mask": 0.2582807671278715, "loss_maskiou": 0.004195291061478201, "loss_sem_seg": 0.1823188252747059, "lr": 0.001, "mask_rcnn/accuracy": 0.8941197622666088, "mask_rcnn/false_negative": 0.08922125602018102, "mask_rcnn/false_positive": 0.11083606675905347, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.75, "time": 0.7579013407230377, "total_loss": 1.4434601990142255} {"data_time": 0.016788208857178688, "eta_seconds": 33464.15064027626, "iteration": 225859, "loss_fcos_cls": 0.20468759536743164, "loss_fcos_ctr": 0.6163166584447026, "loss_fcos_loc": 0.1717340904287994, "loss_mask": 0.2736687073484063, "loss_maskiou": 0.004781689778610598, "loss_sem_seg": 0.18605247815139592, "lr": 0.001, "mask_rcnn/accuracy": 0.8782465837212078, "mask_rcnn/false_negative": 0.10312391978103462, "mask_rcnn/false_positive": 0.12538846566676282, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.0, "time": 0.7602725867182016, "total_loss": 1.4650535143191519} {"data_time": 0.01615168433636427, "eta_seconds": 33440.98465120699, "iteration": 225879, "loss_fcos_cls": 0.21149096335284412, "loss_fcos_ctr": 0.615534944459796, "loss_fcos_loc": 0.17773238336667418, "loss_mask": 0.2626331662759185, "loss_maskiou": 0.0051323976658750325, "loss_sem_seg": 0.21141647826880217, "lr": 0.001, "mask_rcnn/accuracy": 0.876188049348724, "mask_rcnn/false_negative": 0.09324247165475588, "mask_rcnn/false_positive": 0.14798749339348927, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 32.25, "time": 0.757627671584487, "total_loss": 1.4743963176351826} {"data_time": 0.017044191248714924, "eta_seconds": 33421.54460032005, "iteration": 225899, "loss_fcos_cls": 0.204963545082137, "loss_fcos_ctr": 0.6172973359934986, "loss_fcos_loc": 0.17734407330863178, "loss_mask": 0.26255648490041494, "loss_maskiou": 0.004964878135069739, "loss_sem_seg": 0.21246001357212663, "lr": 0.001, "mask_rcnn/accuracy": 0.8795256543505643, "mask_rcnn/false_negative": 0.09622150080610897, "mask_rcnn/false_positive": 0.1515335349246806, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.75, "time": 0.7552527282387018, "total_loss": 1.4914971210746444} {"data_time": 0.01635556574910879, "eta_seconds": 33364.93030595407, "iteration": 225919, "loss_fcos_cls": 0.212791491067037, "loss_fcos_ctr": 0.6158956331200898, "loss_fcos_loc": 0.1757560244295746, "loss_mask": 0.25086043681949377, "loss_maskiou": 0.0043658812865032814, "loss_sem_seg": 0.19657026859931648, "lr": 0.001, "mask_rcnn/accuracy": 0.9037392207857975, "mask_rcnn/false_negative": 0.10458590162508682, "mask_rcnn/false_positive": 0.10587169994930196, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.25, "time": 0.7384895188733935, "total_loss": 1.4806059906331939} {"data_time": 0.016385488212108612, "eta_seconds": 33326.14800903015, "iteration": 225939, "loss_fcos_cls": 0.20197072182781994, "loss_fcos_ctr": 0.6110793193802238, "loss_fcos_loc": 0.172275748453103, "loss_mask": 0.24574605654925108, "loss_maskiou": 0.004633849544916302, "loss_sem_seg": 0.20000929525122046, "lr": 0.001, "mask_rcnn/accuracy": 0.9054597382431233, "mask_rcnn/false_negative": 0.07120728082312516, "mask_rcnn/false_positive": 0.13571123091601262, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.0, "time": 0.7428878657519817, "total_loss": 1.4642959418415558} {"data_time": 0.015012995339930058, "eta_seconds": 33303.14669480268, "iteration": 225959, "loss_fcos_cls": 0.20448252651840448, "loss_fcos_ctr": 0.618148623034358, "loss_fcos_loc": 0.1698750841896981, "loss_mask": 0.2488186527043581, "loss_maskiou": 0.0046309251338243484, "loss_sem_seg": 0.2010823544114828, "lr": 0.001, "mask_rcnn/accuracy": 0.89428508353891, "mask_rcnn/false_negative": 0.09529702586559655, "mask_rcnn/false_positive": 0.1466213078410522, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.25, "time": 0.7545473808422685, "total_loss": 1.4672913932881784} {"data_time": 0.016851193271577358, "eta_seconds": 33295.89345465414, "iteration": 225979, "loss_fcos_cls": 0.21197716216556728, "loss_fcos_ctr": 0.6153794275596738, "loss_fcos_loc": 0.1691022622399032, "loss_mask": 0.24476648587733507, "loss_maskiou": 0.004283138734535896, "loss_sem_seg": 0.20320456917397678, "lr": 0.001, "mask_rcnn/accuracy": 0.9060918286233413, "mask_rcnn/false_negative": 0.08768383043777424, "mask_rcnn/false_positive": 0.1071456512103483, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.75, "time": 0.7520636832341552, "total_loss": 1.4692265749763465} {"data_time": 0.016301377676427364, "eta_seconds": 33272.89929197822, "iteration": 225999, "loss_fcos_cls": 0.2082182359881699, "loss_fcos_ctr": 0.6174719538539648, "loss_fcos_loc": 0.17150590009987354, "loss_mask": 0.2575047146528959, "loss_maskiou": 0.004601678570907097, "loss_sem_seg": 0.21523931995034218, "lr": 0.001, "mask_rcnn/accuracy": 0.8673327664399093, "mask_rcnn/false_negative": 0.09579921124152438, "mask_rcnn/false_positive": 0.164400421701613, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 25.5, "time": 0.754316383972764, "total_loss": 1.4746220159067889} {"data_time": 0.016186113469302654, "eta_seconds": 33241.73435355537, "iteration": 226019, "loss_fcos_cls": 0.21082750178175047, "loss_fcos_ctr": 0.6149825202301145, "loss_fcos_loc": 0.16388785501476377, "loss_mask": 0.2612956194207072, "loss_maskiou": 0.004395845913677476, "loss_sem_seg": 0.18591029942035675, "lr": 0.001, "mask_rcnn/accuracy": 0.9022621979826413, "mask_rcnn/false_negative": 0.07636014132194882, "mask_rcnn/false_positive": 0.11923057311454405, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.25, "time": 0.7407009154558182, "total_loss": 1.4735037079553877} {"data_time": 0.01578310690820217, "eta_seconds": 33242.651889153756, "iteration": 226039, "loss_fcos_cls": 0.1946991439908743, "loss_fcos_ctr": 0.6171536548063159, "loss_fcos_loc": 0.1642981693148613, "loss_mask": 0.24931415636092424, "loss_maskiou": 0.004276925690646749, "loss_sem_seg": 0.1788721450138837, "lr": 0.001, "mask_rcnn/accuracy": 0.9003859925196132, "mask_rcnn/false_negative": 0.11104943721877096, "mask_rcnn/false_positive": 0.1352912188837292, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 25.75, "time": 0.7574463980272412, "total_loss": 1.4190896786240046} {"data_time": 0.01701861247420311, "eta_seconds": 33222.853852822445, "iteration": 226059, "loss_fcos_cls": 0.20389143016654998, "loss_fcos_ctr": 0.6145165041089058, "loss_fcos_loc": 0.17714990582317114, "loss_mask": 0.24864255357533693, "loss_maskiou": 0.0042411572285345756, "loss_sem_seg": 0.2100966270081699, "lr": 0.001, "mask_rcnn/accuracy": 0.886487128942486, "mask_rcnn/false_negative": 0.0896906142772253, "mask_rcnn/false_positive": 0.10943471571837343, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 22.75, "time": 0.7566633345559239, "total_loss": 1.4599960879277205} {"data_time": 0.018335088156163692, "eta_seconds": 33202.49534242507, "iteration": 226079, "loss_fcos_cls": 0.2010703730629757, "loss_fcos_ctr": 0.6144987773150206, "loss_fcos_loc": 0.16866961575578898, "loss_mask": 0.25156213343143463, "loss_maskiou": 0.004407331580296159, "loss_sem_seg": 0.21758701791986823, "lr": 0.001, "mask_rcnn/accuracy": 0.8912550580577059, "mask_rcnn/false_negative": 0.09812965570435453, "mask_rcnn/false_positive": 0.13208454554847393, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.7612195704132318, "total_loss": 1.460640326171415} {"data_time": 0.01655847206711769, "eta_seconds": 33194.10279850382, "iteration": 226099, "loss_fcos_cls": 0.2123711695894599, "loss_fcos_ctr": 0.6186724761500955, "loss_fcos_loc": 0.17805719701573253, "loss_mask": 0.2519246847368777, "loss_maskiou": 0.004356398974778131, "loss_sem_seg": 0.19599840394221246, "lr": 0.001, "mask_rcnn/accuracy": 0.8972659627072909, "mask_rcnn/false_negative": 0.08567894444661939, "mask_rcnn/false_positive": 0.13657435710447483, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.7644458655267954, "total_loss": 1.4741839090929716} {"data_time": 0.01433699019253254, "eta_seconds": 33160.38458564971, "iteration": 226119, "loss_fcos_cls": 0.21614786237478256, "loss_fcos_ctr": 0.6176610714755952, "loss_fcos_loc": 0.17678366182371974, "loss_mask": 0.26563838869333267, "loss_maskiou": 0.004446783532330301, "loss_sem_seg": 0.21887552738189697, "lr": 0.001, "mask_rcnn/accuracy": 0.879115102727382, "mask_rcnn/false_negative": 0.09525566434773508, "mask_rcnn/false_positive": 0.14021596646687634, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.0, "time": 0.7527735130861402, "total_loss": 1.472253480773361} {"data_time": 0.01598114427179098, "eta_seconds": 33138.27207059041, "iteration": 226139, "loss_fcos_cls": 0.20763662399258465, "loss_fcos_ctr": 0.6176662920042872, "loss_fcos_loc": 0.17779463261831552, "loss_mask": 0.25503027625381947, "loss_maskiou": 0.004795806014953996, "loss_sem_seg": 0.195037386380136, "lr": 0.001, "mask_rcnn/accuracy": 0.8789760923263157, "mask_rcnn/false_negative": 0.0936064850907658, "mask_rcnn/false_positive": 0.1315357789307563, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 31.0, "time": 0.7550272410735488, "total_loss": 1.4796833707114274} {"data_time": 0.016831564716994762, "eta_seconds": 33127.25474359002, "iteration": 226159, "loss_fcos_cls": 0.19462433928856626, "loss_fcos_ctr": 0.6166066313162446, "loss_fcos_loc": 0.1709659404004924, "loss_mask": 0.25844446010887623, "loss_maskiou": 0.004679857040173374, "loss_sem_seg": 0.20194807928055525, "lr": 0.001, "mask_rcnn/accuracy": 0.8929730983302412, "mask_rcnn/false_negative": 0.08682722247795283, "mask_rcnn/false_positive": 0.10754283439245343, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.75, "time": 0.7606499018147588, "total_loss": 1.4534708391020104} {"data_time": 0.014647375792264938, "eta_seconds": 33095.05162258074, "iteration": 226179, "loss_fcos_cls": 0.20803947187960148, "loss_fcos_ctr": 0.6178930588066578, "loss_fcos_loc": 0.17677445115987211, "loss_mask": 0.25995889585465193, "loss_maskiou": 0.004497546582570067, "loss_sem_seg": 0.19590026326477528, "lr": 0.001, "mask_rcnn/accuracy": 0.8961451247165533, "mask_rcnn/false_negative": 0.08481737592548988, "mask_rcnn/false_positive": 0.11682377696119677, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 22.5, "time": 0.7353248465806246, "total_loss": 1.4652446529230474} {"data_time": 0.016883952543139458, "eta_seconds": 33056.74003309291, "iteration": 226199, "loss_fcos_cls": 0.21370066655799747, "loss_fcos_ctr": 0.6175054837949574, "loss_fcos_loc": 0.17030465661082417, "loss_mask": 0.24198062252253294, "loss_maskiou": 0.004289810203772504, "loss_sem_seg": 0.18520146748051047, "lr": 0.001, "mask_rcnn/accuracy": 0.8870725586152829, "mask_rcnn/false_negative": 0.08855584931429603, "mask_rcnn/false_positive": 0.1252310217158158, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.5, "time": 0.739479280076921, "total_loss": 1.4505210232746322} {"data_time": 0.01529498491436243, "eta_seconds": 33060.50495595578, "iteration": 226219, "loss_fcos_cls": 0.21691911609377712, "loss_fcos_ctr": 0.6161702573299408, "loss_fcos_loc": 0.17704222723841667, "loss_mask": 0.24662882462143898, "loss_maskiou": 0.0050688346582319355, "loss_sem_seg": 0.21966125164180994, "lr": 0.001, "mask_rcnn/accuracy": 0.9158402423469387, "mask_rcnn/false_negative": 0.08729294421411754, "mask_rcnn/false_positive": 0.09520907435065837, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.25, "time": 0.7554190009832382, "total_loss": 1.466488732410653} {"data_time": 0.015176892280578613, "eta_seconds": 33049.587232352234, "iteration": 226239, "loss_fcos_cls": 0.21106089814566076, "loss_fcos_ctr": 0.6162812514230609, "loss_fcos_loc": 0.17408534279093146, "loss_mask": 0.25731862615793943, "loss_maskiou": 0.004925539898977149, "loss_sem_seg": 0.19322281028144062, "lr": 0.001, "mask_rcnn/accuracy": 0.8928825038787445, "mask_rcnn/false_negative": 0.10140516921839995, "mask_rcnn/false_positive": 0.10787098630038475, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 19.75, "time": 0.7730077868327498, "total_loss": 1.4553631692979252} {"data_time": 0.015399450436234474, "eta_seconds": 33051.692473697476, "iteration": 226259, "loss_fcos_cls": 0.21013649366796017, "loss_fcos_ctr": 0.6177378157153726, "loss_fcos_loc": 0.17456794367171824, "loss_mask": 0.2635687766596675, "loss_maskiou": 0.004583022258884739, "loss_sem_seg": 0.2248837510123849, "lr": 0.001, "mask_rcnn/accuracy": 0.8675787424406718, "mask_rcnn/false_negative": 0.1157477353383107, "mask_rcnn/false_positive": 0.16134285188846728, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.75, "time": 0.7543801655992866, "total_loss": 1.4868924296097248} {"data_time": 0.016964465379714966, "eta_seconds": 33051.855876794085, "iteration": 226279, "loss_fcos_cls": 0.20298868895042688, "loss_fcos_ctr": 0.6177485184744, "loss_fcos_loc": 0.17586360545828938, "loss_mask": 0.2492422666400671, "loss_maskiou": 0.004620012347004376, "loss_sem_seg": 0.18942508660256863, "lr": 0.001, "mask_rcnn/accuracy": 0.8990994124922697, "mask_rcnn/false_negative": 0.09323868579527562, "mask_rcnn/false_positive": 0.0958054125564407, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 23.5, "time": 0.7621167888864875, "total_loss": 1.4714146475525922} {"data_time": 0.015328628942370415, "eta_seconds": 33046.04377079476, "iteration": 226299, "loss_fcos_cls": 0.20738325035199523, "loss_fcos_ctr": 0.6158314328640699, "loss_fcos_loc": 0.17393168056150898, "loss_mask": 0.25476793199777603, "loss_maskiou": 0.004512919229455292, "loss_sem_seg": 0.20113805821165442, "lr": 0.001, "mask_rcnn/accuracy": 0.8922947716822578, "mask_rcnn/false_negative": 0.09108380752215618, "mask_rcnn/false_positive": 0.1284118187951241, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 27.0, "time": 0.7669423660263419, "total_loss": 1.4898136939009419} {"data_time": 0.018336487002670765, "eta_seconds": 33014.78944314923, "iteration": 226319, "loss_fcos_cls": 0.21743448090273887, "loss_fcos_ctr": 0.6167230447754264, "loss_fcos_loc": 0.1776079188566655, "loss_mask": 0.2576775513589382, "loss_maskiou": 0.004838118906263844, "loss_sem_seg": 0.20731837884522974, "lr": 0.001, "mask_rcnn/accuracy": 0.8917431555955715, "mask_rcnn/false_negative": 0.10401342447929385, "mask_rcnn/false_positive": 0.11067185072673344, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.25, "time": 0.7509063631296158, "total_loss": 1.4721720874376842} {"data_time": 0.015718739479780197, "eta_seconds": 33006.49755121581, "iteration": 226339, "loss_fcos_cls": 0.2054085637209937, "loss_fcos_ctr": 0.6159922294318676, "loss_fcos_loc": 0.17195444146636873, "loss_mask": 0.2537287059240043, "loss_maskiou": 0.004838785142055713, "loss_sem_seg": 0.197571866447106, "lr": 0.001, "mask_rcnn/accuracy": 0.8790187950180072, "mask_rcnn/false_negative": 0.10156879615696388, "mask_rcnn/false_positive": 0.12022094465778217, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 22.5, "time": 0.762545675970614, "total_loss": 1.4856959823518991} {"data_time": 0.01586826052516699, "eta_seconds": 32997.513501503505, "iteration": 226359, "loss_fcos_cls": 0.20657016040058807, "loss_fcos_ctr": 0.6166935879737139, "loss_fcos_loc": 0.1802780661964789, "loss_mask": 0.24881422892212868, "loss_maskiou": 0.004733150199172087, "loss_sem_seg": 0.22404415672644973, "lr": 0.001, "mask_rcnn/accuracy": 0.8829969729204423, "mask_rcnn/false_negative": 0.10589711233855434, "mask_rcnn/false_positive": 0.13414241840028696, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 30.0, "time": 0.7665087776258588, "total_loss": 1.4847863166542083} {"data_time": 0.01683662924915552, "eta_seconds": 32982.391247888096, "iteration": 226379, "loss_fcos_cls": 0.20828649995382875, "loss_fcos_ctr": 0.6152418283745646, "loss_fcos_loc": 0.17744948039762676, "loss_mask": 0.26150209503248334, "loss_maskiou": 0.0048722410429036245, "loss_sem_seg": 0.1984123019501567, "lr": 0.001, "mask_rcnn/accuracy": 0.8868260489611334, "mask_rcnn/false_negative": 0.08624297549454871, "mask_rcnn/false_positive": 0.1259058661595514, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 23.25, "time": 0.7688428154215217, "total_loss": 1.4627641402039444} {"data_time": 0.01617876999080181, "eta_seconds": 32984.4662529584, "iteration": 226399, "loss_fcos_cls": 0.20426729717291892, "loss_fcos_ctr": 0.6171719725243747, "loss_fcos_loc": 0.17299865267705172, "loss_mask": 0.25630552880465984, "loss_maskiou": 0.004836415108002257, "loss_sem_seg": 0.20011982531286776, "lr": 0.001, "mask_rcnn/accuracy": 0.8786038362355811, "mask_rcnn/false_negative": 0.1040694117681465, "mask_rcnn/false_positive": 0.1343070610195723, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 29.0, "time": 0.7525508720427752, "total_loss": 1.4565340775297955} {"data_time": 0.018352982588112354, "eta_seconds": 32946.019783778116, "iteration": 226419, "loss_fcos_cls": 0.20747304242104292, "loss_fcos_ctr": 0.6178105436265469, "loss_fcos_loc": 0.1747225841972977, "loss_mask": 0.2640350488945842, "loss_maskiou": 0.005195666388317477, "loss_sem_seg": 0.18288831424433738, "lr": 0.001, "mask_rcnn/accuracy": 0.8694307393286985, "mask_rcnn/false_negative": 0.1038448596510275, "mask_rcnn/false_positive": 0.16281238447408813, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7644873121753335, "total_loss": 1.458102844604582} {"data_time": 0.015462935902178288, "eta_seconds": 32921.49360957183, "iteration": 226439, "loss_fcos_cls": 0.20036816026549786, "loss_fcos_ctr": 0.6172141688875854, "loss_fcos_loc": 0.17019049846567214, "loss_mask": 0.2602928811684251, "loss_maskiou": 0.004814905201783404, "loss_sem_seg": 0.20532238815212622, "lr": 0.001, "mask_rcnn/accuracy": 0.874098471071597, "mask_rcnn/false_negative": 0.09701045870263503, "mask_rcnn/false_positive": 0.14913941425716126, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.5, "time": 0.7408058121800423, "total_loss": 1.4743020798487123} {"data_time": 0.015680424869060516, "eta_seconds": 32883.43679723609, "iteration": 226459, "loss_fcos_cls": 0.2117239662911743, "loss_fcos_ctr": 0.6151163997128606, "loss_fcos_loc": 0.18258371634874493, "loss_mask": 0.25513113383203745, "loss_maskiou": 0.004563238737318898, "loss_sem_seg": 0.2265936341136694, "lr": 0.001, "mask_rcnn/accuracy": 0.8819128097667639, "mask_rcnn/false_negative": 0.08456290882106854, "mask_rcnn/false_positive": 0.14034256912334853, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.0, "time": 0.74386634118855, "total_loss": 1.4902794865265605} {"data_time": 0.015895421616733074, "eta_seconds": 32888.38226160407, "iteration": 226479, "loss_fcos_cls": 0.21038360451348126, "loss_fcos_ctr": 0.6200921023264527, "loss_fcos_loc": 0.18754540011286736, "loss_mask": 0.266358794644475, "loss_maskiou": 0.005380090449762065, "loss_sem_seg": 0.19208701374009252, "lr": 0.001, "mask_rcnn/accuracy": 0.8745734505049316, "mask_rcnn/false_negative": 0.09599788420525371, "mask_rcnn/false_positive": 0.14638148190550027, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.5, "time": 0.7634658021852374, "total_loss": 1.4760703993852076} {"data_time": 0.016852782107889652, "eta_seconds": 32887.40855262242, "iteration": 226499, "loss_fcos_cls": 0.21213279431685805, "loss_fcos_ctr": 0.6190789910033345, "loss_fcos_loc": 0.17344255675561726, "loss_mask": 0.2483002501539886, "loss_maskiou": 0.004468925166293047, "loss_sem_seg": 0.17721577489282936, "lr": 0.001, "mask_rcnn/accuracy": 0.8805590986394558, "mask_rcnn/false_negative": 0.10160066021955538, "mask_rcnn/false_positive": 0.12073997672325504, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.0, "time": 0.7733249366283417, "total_loss": 1.4432361904073332} {"data_time": 0.014556065201759338, "eta_seconds": 32897.314142778516, "iteration": 226519, "loss_fcos_cls": 0.1868698000907898, "loss_fcos_ctr": 0.6122355684638023, "loss_fcos_loc": 0.1641226374777034, "loss_mask": 0.24857080914080143, "loss_maskiou": 0.004696251962741371, "loss_sem_seg": 0.19364495237823576, "lr": 0.001, "mask_rcnn/accuracy": 0.8829515995587425, "mask_rcnn/false_negative": 0.09525037698546375, "mask_rcnn/false_positive": 0.1457204233290274, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 24.5, "time": 0.7630597893148661, "total_loss": 1.4123916840180755} {"data_time": 0.018725130707025528, "eta_seconds": 32885.393511730246, "iteration": 226539, "loss_fcos_cls": 0.21292321116197854, "loss_fcos_ctr": 0.6174521576613188, "loss_fcos_loc": 0.17783000975032337, "loss_mask": 0.2548714317381382, "loss_maskiou": 0.004997594449378084, "loss_sem_seg": 0.21029354352504015, "lr": 0.001, "mask_rcnn/accuracy": 0.8976852172347908, "mask_rcnn/false_negative": 0.0758368931927374, "mask_rcnn/false_positive": 0.11624018295205682, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 24.5, "time": 0.7672388879582286, "total_loss": 1.489074946308392} {"data_time": 0.014641176909208298, "eta_seconds": 32873.044675557874, "iteration": 226559, "loss_fcos_cls": 0.2228808457730338, "loss_fcos_ctr": 0.6170031279325485, "loss_fcos_loc": 0.18081840517697856, "loss_mask": 0.2593024377711117, "loss_maskiou": 0.004580086868372746, "loss_sem_seg": 0.18605412635952234, "lr": 0.001, "mask_rcnn/accuracy": 0.8810102513227513, "mask_rcnn/false_negative": 0.09522923659624852, "mask_rcnn/false_positive": 0.11815746408599732, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.0, "time": 0.7508631628006697, "total_loss": 1.4802828470565146} {"data_time": 0.018005923368036747, "eta_seconds": 32858.868224900216, "iteration": 226579, "loss_fcos_cls": 0.2105471845716238, "loss_fcos_ctr": 0.6168287573382258, "loss_fcos_loc": 0.1800056741340086, "loss_mask": 0.25690157106146216, "loss_maskiou": 0.004954642921802588, "loss_sem_seg": 0.18871845630928874, "lr": 0.001, "mask_rcnn/accuracy": 0.8890442394906681, "mask_rcnn/false_negative": 0.0919517835533494, "mask_rcnn/false_positive": 0.12592700752749456, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.25, "time": 0.7587048867717385, "total_loss": 1.4652878638662514} {"data_time": 0.015217109583318233, "eta_seconds": 32842.775533801876, "iteration": 226599, "loss_fcos_cls": 0.20506361545994878, "loss_fcos_ctr": 0.6187216509133577, "loss_fcos_loc": 0.17464340187143534, "loss_mask": 0.2529665119946003, "loss_maskiou": 0.004200809504254721, "loss_sem_seg": 0.200255136936903, "lr": 0.001, "mask_rcnn/accuracy": 0.8766616550001642, "mask_rcnn/false_negative": 0.10328841418922477, "mask_rcnn/false_positive": 0.13952268398162143, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.5, "time": 0.7545327711850405, "total_loss": 1.4234464584260422} {"data_time": 0.016581918112933636, "eta_seconds": 32828.59820051119, "iteration": 226619, "loss_fcos_cls": 0.21642868709750473, "loss_fcos_ctr": 0.6174985133111477, "loss_fcos_loc": 0.1787746709305793, "loss_mask": 0.25909910537302494, "loss_maskiou": 0.004570534198137466, "loss_sem_seg": 0.2215194150339812, "lr": 0.001, "mask_rcnn/accuracy": 0.8805497153073684, "mask_rcnn/false_negative": 0.1106446069983823, "mask_rcnn/false_positive": 0.138848598543152, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 25.75, "time": 0.7594946324825287, "total_loss": 1.5279327199896215} {"data_time": 0.01631960365921259, "eta_seconds": 32813.969753649086, "iteration": 226639, "loss_fcos_cls": 0.2076178421266377, "loss_fcos_ctr": 0.6174813318066299, "loss_fcos_loc": 0.16891694720834494, "loss_mask": 0.25703182723373175, "loss_maskiou": 0.005261533631710336, "loss_sem_seg": 0.2127798271831125, "lr": 0.001, "mask_rcnn/accuracy": 0.8883759053190241, "mask_rcnn/false_negative": 0.08661818491943546, "mask_rcnn/false_positive": 0.14619119173729472, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.7813794352114201, "total_loss": 1.47455802285549} {"data_time": 0.015103504993021488, "eta_seconds": 32793.62826045882, "iteration": 226659, "loss_fcos_cls": 0.20570874738041312, "loss_fcos_ctr": 0.617505656555295, "loss_fcos_loc": 0.17029353085672483, "loss_mask": 0.2633515037596226, "loss_maskiou": 0.004603498076903634, "loss_sem_seg": 0.2260366934351623, "lr": 0.001, "mask_rcnn/accuracy": 0.8954564258135687, "mask_rcnn/false_negative": 0.12005269795080425, "mask_rcnn/false_positive": 0.10506790410141126, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.5, "time": 0.7411656519398093, "total_loss": 1.4729191947408253} {"data_time": 0.016093707643449306, "eta_seconds": 32778.49541707244, "iteration": 226679, "loss_fcos_cls": 0.21337923628743738, "loss_fcos_ctr": 0.6189475283026695, "loss_fcos_loc": 0.17661002767272294, "loss_mask": 0.2501359712332487, "loss_maskiou": 0.004590688980897539, "loss_sem_seg": 0.20462770537415054, "lr": 0.001, "mask_rcnn/accuracy": 0.9066288200062633, "mask_rcnn/false_negative": 0.07324221333600908, "mask_rcnn/false_positive": 0.12206337521224012, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.7662850888445973, "total_loss": 1.5011989709746558} {"data_time": 0.01590956561267376, "eta_seconds": 32747.7872819826, "iteration": 226699, "loss_fcos_cls": 0.21304689103271812, "loss_fcos_ctr": 0.6173883234150708, "loss_fcos_loc": 0.17537257936783135, "loss_mask": 0.24634186131879687, "loss_maskiou": 0.0042250479928043205, "loss_sem_seg": 0.17743696831166744, "lr": 0.001, "mask_rcnn/accuracy": 0.8932670208413553, "mask_rcnn/false_negative": 0.08681034875307042, "mask_rcnn/false_positive": 0.13828939300303056, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 25.0, "time": 0.7572352513670921, "total_loss": 1.4506286369432928} {"data_time": 0.01561076007783413, "eta_seconds": 32751.96810853388, "iteration": 226719, "loss_fcos_cls": 0.20329657453112304, "loss_fcos_ctr": 0.6168088363483548, "loss_fcos_loc": 0.17334312526509166, "loss_mask": 0.24816704168915749, "loss_maskiou": 0.00414032341359416, "loss_sem_seg": 0.22570567019283772, "lr": 0.001, "mask_rcnn/accuracy": 0.8964437408758028, "mask_rcnn/false_negative": 0.08834605339045967, "mask_rcnn/false_positive": 0.12487202112286719, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.5, "time": 0.7831769110634923, "total_loss": 1.4721360735056805} {"data_time": 0.015123525634407997, "eta_seconds": 32738.293524425477, "iteration": 226739, "loss_fcos_cls": 0.19902240997180343, "loss_fcos_ctr": 0.6155518665909767, "loss_fcos_loc": 0.17418059601914138, "loss_mask": 0.265934563241899, "loss_maskiou": 0.004846432071644813, "loss_sem_seg": 0.2162265107035637, "lr": 0.001, "mask_rcnn/accuracy": 0.8764945246391239, "mask_rcnn/false_negative": 0.09626334089560121, "mask_rcnn/false_positive": 0.14266372508104275, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.5, "time": 0.7619391335174441, "total_loss": 1.4694786542531801} {"data_time": 0.01703680492937565, "eta_seconds": 32734.526670704596, "iteration": 226759, "loss_fcos_cls": 0.21200977498665452, "loss_fcos_ctr": 0.6157543994486332, "loss_fcos_loc": 0.17167041287757456, "loss_mask": 0.25872868997976184, "loss_maskiou": 0.004859899192524608, "loss_sem_seg": 0.2049004901200533, "lr": 0.001, "mask_rcnn/accuracy": 0.8696391139512283, "mask_rcnn/false_negative": 0.10547389193492325, "mask_rcnn/false_positive": 0.1507510661157295, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.25, "time": 0.7648878945037723, "total_loss": 1.4884499763065833} {"data_time": 0.014917774125933647, "eta_seconds": 32708.023032736033, "iteration": 226779, "loss_fcos_cls": 0.20890605763997883, "loss_fcos_ctr": 0.6159780593588948, "loss_fcos_loc": 0.17345257638953626, "loss_mask": 0.24580877553671598, "loss_maskiou": 0.0043939466049778275, "loss_sem_seg": 0.2002393309958279, "lr": 0.001, "mask_rcnn/accuracy": 0.905323712461102, "mask_rcnn/false_negative": 0.07238391563613462, "mask_rcnn/false_positive": 0.11366702056799916, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.25, "time": 0.7476562904193997, "total_loss": 1.454893376925611} {"data_time": 0.01632745750248432, "eta_seconds": 32692.41672644019, "iteration": 226799, "loss_fcos_cls": 0.20864539803005755, "loss_fcos_ctr": 0.6187045695260167, "loss_fcos_loc": 0.18485379149205983, "loss_mask": 0.2616517171263695, "loss_maskiou": 0.0048708226677263156, "loss_sem_seg": 0.20330004929564893, "lr": 0.001, "mask_rcnn/accuracy": 0.8931483792064041, "mask_rcnn/false_negative": 0.10233611722016805, "mask_rcnn/false_positive": 0.11960834950802986, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 29.0, "time": 0.7503673322498798, "total_loss": 1.4896129018306965} {"data_time": 0.015715178102254868, "eta_seconds": 32689.10515870806, "iteration": 226819, "loss_fcos_cls": 0.21094265161082149, "loss_fcos_ctr": 0.6185524770990014, "loss_fcos_loc": 0.17475378746166825, "loss_mask": 0.25438284408301115, "loss_maskiou": 0.004440421653271187, "loss_sem_seg": 0.20476369257085025, "lr": 0.001, "mask_rcnn/accuracy": 0.8779522873742798, "mask_rcnn/false_negative": 0.10540808597143189, "mask_rcnn/false_positive": 0.1315267909791524, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 30.25, "time": 0.7694420805200934, "total_loss": 1.4652121994804475} {"data_time": 0.017316898331046104, "eta_seconds": 32680.999418671243, "iteration": 226839, "loss_fcos_cls": 0.22134448657743633, "loss_fcos_ctr": 0.6191640542820096, "loss_fcos_loc": 0.17709632794139907, "loss_mask": 0.2570038428530097, "loss_maskiou": 0.005195429110244731, "loss_sem_seg": 0.19753876002505422, "lr": 0.001, "mask_rcnn/accuracy": 0.8786256918802191, "mask_rcnn/false_negative": 0.08597234257543535, "mask_rcnn/false_positive": 0.12937142832086848, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.0, "time": 0.7723400490358472, "total_loss": 1.496317807925152} {"data_time": 0.016520334407687187, "eta_seconds": 32658.824150710367, "iteration": 226859, "loss_fcos_cls": 0.20947046903893352, "loss_fcos_ctr": 0.614180775359273, "loss_fcos_loc": 0.17492876038886607, "loss_mask": 0.24681986030191183, "loss_maskiou": 0.004495232326007681, "loss_sem_seg": 0.2060699169524014, "lr": 0.001, "mask_rcnn/accuracy": 0.8731202668124884, "mask_rcnn/false_negative": 0.10559981936538801, "mask_rcnn/false_positive": 0.14073482788969624, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 22.75, "time": 0.7542199324816465, "total_loss": 1.4577920975752932} {"data_time": 0.01780665572732687, "eta_seconds": 32645.935915356502, "iteration": 226879, "loss_fcos_cls": 0.204155643703416, "loss_fcos_ctr": 0.616144516505301, "loss_fcos_loc": 0.17181753902696073, "loss_mask": 0.261082089971751, "loss_maskiou": 0.004071228802786209, "loss_sem_seg": 0.2047094233566895, "lr": 0.001, "mask_rcnn/accuracy": 0.8822029272019773, "mask_rcnn/false_negative": 0.09093985662040979, "mask_rcnn/false_positive": 0.14143766710399813, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.75, "time": 0.7606651270762086, "total_loss": 1.4541260630830948} {"data_time": 0.016409494914114475, "eta_seconds": 32630.794366730377, "iteration": 226899, "loss_fcos_cls": 0.20659549767151475, "loss_fcos_ctr": 0.6168429292738438, "loss_fcos_loc": 0.1698435617145151, "loss_mask": 0.26766584999859333, "loss_maskiou": 0.0047483866874244995, "loss_sem_seg": 0.2085465406998992, "lr": 0.001, "mask_rcnn/accuracy": 0.9034352022058824, "mask_rcnn/false_negative": 0.07799806227941905, "mask_rcnn/false_positive": 0.12822099834542225, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.7478664051741362, "total_loss": 1.4680393248490873} {"data_time": 0.017566559836268425, "eta_seconds": 32629.636806543916, "iteration": 226919, "loss_fcos_cls": 0.20655462564900517, "loss_fcos_ctr": 0.6163940513506532, "loss_fcos_loc": 0.16479748580604792, "loss_mask": 0.24091548286378384, "loss_maskiou": 0.004282349720597267, "loss_sem_seg": 0.18205574760213494, "lr": 0.001, "mask_rcnn/accuracy": 0.8927154195011338, "mask_rcnn/false_negative": 0.10081162277119823, "mask_rcnn/false_positive": 0.10414782927895279, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.0, "time": 0.7534696906805038, "total_loss": 1.4086364062313805} {"data_time": 0.015877080149948597, "eta_seconds": 32614.488765966147, "iteration": 226939, "loss_fcos_cls": 0.21154525157180615, "loss_fcos_ctr": 0.6162423524074256, "loss_fcos_loc": 0.18320364714600146, "loss_mask": 0.24410928459838033, "loss_maskiou": 0.00446491084585432, "loss_sem_seg": 0.20257648499682546, "lr": 0.001, "mask_rcnn/accuracy": 0.8904343666814551, "mask_rcnn/false_negative": 0.0888220364813588, "mask_rcnn/false_positive": 0.11958244461126397, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.25, "time": 0.7507935408502817, "total_loss": 1.451209928636672} {"data_time": 0.01579865161329508, "eta_seconds": 32599.340725388378, "iteration": 226959, "loss_fcos_cls": 0.19727923278696835, "loss_fcos_ctr": 0.6173015451058745, "loss_fcos_loc": 0.17476170661393553, "loss_mask": 0.26158417388796806, "loss_maskiou": 0.005328644780092873, "loss_sem_seg": 0.20271566195879132, "lr": 0.001, "mask_rcnn/accuracy": 0.868444913807817, "mask_rcnn/false_negative": 0.09545587750476883, "mask_rcnn/false_positive": 0.17155821223338302, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.5, "time": 0.7535510594025254, "total_loss": 1.4554396923194872} {"data_time": 0.017025218345224857, "eta_seconds": 32607.775824681856, "iteration": 226979, "loss_fcos_cls": 0.20253258175216615, "loss_fcos_ctr": 0.6153537491336465, "loss_fcos_loc": 0.17776150070130825, "loss_mask": 0.2699643583036959, "loss_maskiou": 0.0048893475395743735, "loss_sem_seg": 0.19227149058133364, "lr": 0.001, "mask_rcnn/accuracy": 0.8935690896032598, "mask_rcnn/false_negative": 0.08425115682589304, "mask_rcnn/false_positive": 0.11876895748223434, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 34.5, "time": 0.7826936356723309, "total_loss": 1.4705309143319027} {"data_time": 0.016004604287445545, "eta_seconds": 32592.61682055611, "iteration": 226999, "loss_fcos_cls": 0.22039673198014498, "loss_fcos_ctr": 0.6159460619091988, "loss_fcos_loc": 0.18063059181440622, "loss_mask": 0.2590846545062959, "loss_maskiou": 0.004905515983409714, "loss_sem_seg": 0.22342159575782716, "lr": 0.001, "mask_rcnn/accuracy": 0.8825835774124464, "mask_rcnn/false_negative": 0.11434740217369384, "mask_rcnn/false_positive": 0.12671960425774315, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.25, "time": 0.7549454439431429, "total_loss": 1.5300452154115192} {"data_time": 0.016111131757497787, "eta_seconds": 32582.448934245855, "iteration": 227019, "loss_fcos_cls": 0.2097282416652888, "loss_fcos_ctr": 0.6131104696542025, "loss_fcos_loc": 0.1717266965424642, "loss_mask": 0.24631923157721758, "loss_maskiou": 0.004557805477816146, "loss_sem_seg": 0.19805476488545537, "lr": 0.001, "mask_rcnn/accuracy": 0.8906484468787516, "mask_rcnn/false_negative": 0.10652139781546385, "mask_rcnn/false_positive": 0.1435272551414345, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.75, "time": 0.7564232693985105, "total_loss": 1.4712175921958988} {"data_time": 0.015922626480460167, "eta_seconds": 32557.350307588466, "iteration": 227039, "loss_fcos_cls": 0.21393935661762953, "loss_fcos_ctr": 0.6171433608978987, "loss_fcos_loc": 0.17496827349532396, "loss_mask": 0.25593516370281577, "loss_maskiou": 0.0046295097199617885, "loss_sem_seg": 0.20191334001719952, "lr": 0.001, "mask_rcnn/accuracy": 0.8938097447546434, "mask_rcnn/false_negative": 0.08899152115878936, "mask_rcnn/false_positive": 0.12400414627106686, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 28.0, "time": 0.7358935941010714, "total_loss": 1.476916222469299} {"data_time": 0.016971771605312824, "eta_seconds": 32551.932120257057, "iteration": 227059, "loss_fcos_cls": 0.2073506135493517, "loss_fcos_ctr": 0.6170990820974112, "loss_fcos_loc": 0.17688290472142398, "loss_mask": 0.2628891319036484, "loss_maskiou": 0.005117325395985972, "loss_sem_seg": 0.17257257038727403, "lr": 0.001, "mask_rcnn/accuracy": 0.8543679169901288, "mask_rcnn/false_negative": 0.11844101643396071, "mask_rcnn/false_positive": 0.17169690319361577, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.0, "time": 0.7650891914963722, "total_loss": 1.4359629005921306} {"data_time": 0.014871807768940926, "eta_seconds": 32508.065740280785, "iteration": 227079, "loss_fcos_cls": 0.1902764718979597, "loss_fcos_ctr": 0.6156735243275762, "loss_fcos_loc": 0.16509329224936664, "loss_mask": 0.24566905107349157, "loss_maskiou": 0.004539695008134004, "loss_sem_seg": 0.18667846894823015, "lr": 0.001, "mask_rcnn/accuracy": 0.8884191809932228, "mask_rcnn/false_negative": 0.09333664958759899, "mask_rcnn/false_positive": 0.12500894585514338, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 22.0, "time": 0.728440448641777, "total_loss": 1.4190881171571164} {"data_time": 0.015141990035772324, "eta_seconds": 32476.149024873972, "iteration": 227099, "loss_fcos_cls": 0.21106417675036937, "loss_fcos_ctr": 0.6170578673481941, "loss_fcos_loc": 0.17687507928349078, "loss_mask": 0.2506962474435568, "loss_maskiou": 0.004279808716091793, "loss_sem_seg": 0.20190558931790292, "lr": 0.001, "mask_rcnn/accuracy": 0.8853896288245028, "mask_rcnn/false_negative": 0.0840500068052216, "mask_rcnn/false_positive": 0.1572313510588092, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7543743448331952, "total_loss": 1.4736686955584446} {"data_time": 0.018223355524241924, "eta_seconds": 32506.44841174502, "iteration": 227119, "loss_fcos_cls": 0.19957209995482117, "loss_fcos_ctr": 0.6172265158966184, "loss_fcos_loc": 0.171139934216626, "loss_mask": 0.26513373386114836, "loss_maskiou": 0.004761490752571262, "loss_sem_seg": 0.19678302155807614, "lr": 0.001, "mask_rcnn/accuracy": 0.8873443294894919, "mask_rcnn/false_negative": 0.09389229314707745, "mask_rcnn/false_positive": 0.1446872379271787, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.25, "time": 0.7827601889148355, "total_loss": 1.4530430644081207} {"data_time": 0.016348286531865597, "eta_seconds": 32494.828409294598, "iteration": 227139, "loss_fcos_cls": 0.20274909341242164, "loss_fcos_ctr": 0.6155159492045641, "loss_fcos_loc": 0.17250674340175465, "loss_mask": 0.25429218262434006, "loss_maskiou": 0.005027770428569056, "loss_sem_seg": 0.2090965723618865, "lr": 0.001, "mask_rcnn/accuracy": 0.8702937424969988, "mask_rcnn/false_negative": 0.10909381605808477, "mask_rcnn/false_positive": 0.16044821720661495, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.0, "time": 0.7575294012203813, "total_loss": 1.4658925375988474} {"data_time": 0.01706584356725216, "eta_seconds": 32514.318059062585, "iteration": 227159, "loss_fcos_cls": 0.21003062964882702, "loss_fcos_ctr": 0.6164472931995988, "loss_fcos_loc": 0.1745704400818795, "loss_mask": 0.2570617739111185, "loss_maskiou": 0.005156709888979094, "loss_sem_seg": 0.1967161586508155, "lr": 0.001, "mask_rcnn/accuracy": 0.9021507451664876, "mask_rcnn/false_negative": 0.08565363853998491, "mask_rcnn/false_positive": 0.10086515162882745, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 24.25, "time": 0.7714542262256145, "total_loss": 1.4652563969430048} {"data_time": 0.01576760783791542, "eta_seconds": 32508.758806578815, "iteration": 227179, "loss_fcos_cls": 0.2060360211180523, "loss_fcos_ctr": 0.618594329804182, "loss_fcos_loc": 0.17750139310373925, "loss_mask": 0.2507759730797261, "loss_maskiou": 0.004464436358830426, "loss_sem_seg": 0.17499605903867632, "lr": 0.001, "mask_rcnn/accuracy": 0.8832347951587582, "mask_rcnn/false_negative": 0.0883987542364581, "mask_rcnn/false_positive": 0.13957822212856907, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.75, "time": 0.7518383106216788, "total_loss": 1.4267679861513898} {"data_time": 0.01658871117979288, "eta_seconds": 32497.816196367145, "iteration": 227199, "loss_fcos_cls": 0.217287183040753, "loss_fcos_ctr": 0.6133536780253053, "loss_fcos_loc": 0.16941827861592174, "loss_mask": 0.26152575574815273, "loss_maskiou": 0.00462259235791862, "loss_sem_seg": 0.19446345372125506, "lr": 0.001, "mask_rcnn/accuracy": 0.8624030173141749, "mask_rcnn/false_negative": 0.095801039663318, "mask_rcnn/false_positive": 0.15391578048896504, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 34.25, "time": 0.7468029940500855, "total_loss": 1.4737177896968205} {"data_time": 0.017524030059576035, "eta_seconds": 32482.630655750632, "iteration": 227219, "loss_fcos_cls": 0.20188603590941057, "loss_fcos_ctr": 0.6183249242603779, "loss_fcos_loc": 0.17839214112609625, "loss_mask": 0.2633555345237255, "loss_maskiou": 0.004450439490028657, "loss_sem_seg": 0.19884136645123363, "lr": 0.001, "mask_rcnn/accuracy": 0.8874095498589045, "mask_rcnn/false_negative": 0.09013957836903366, "mask_rcnn/false_positive": 0.12041868879411817, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.75, "time": 0.7508649146184325, "total_loss": 1.4590852182882372} {"data_time": 0.014656455256044865, "eta_seconds": 32439.482613165863, "iteration": 227239, "loss_fcos_cls": 0.2136901089688763, "loss_fcos_ctr": 0.6178934499621391, "loss_fcos_loc": 0.1755656543537043, "loss_mask": 0.2611667225137353, "loss_maskiou": 0.004822687100386247, "loss_sem_seg": 0.19149629748426378, "lr": 0.001, "mask_rcnn/accuracy": 0.9048015661488477, "mask_rcnn/false_negative": 0.06630010702592758, "mask_rcnn/false_positive": 0.12439899821275102, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 23.75, "time": 0.7444797120988369, "total_loss": 1.4559569045086391} {"data_time": 0.016444609500467777, "eta_seconds": 32413.6982412301, "iteration": 227259, "loss_fcos_cls": 0.207260238006711, "loss_fcos_ctr": 0.6154712461866438, "loss_fcos_loc": 0.17609642911702394, "loss_mask": 0.24709698092192411, "loss_maskiou": 0.004652353978599422, "loss_sem_seg": 0.1919429013505578, "lr": 0.001, "mask_rcnn/accuracy": 0.8817452295383562, "mask_rcnn/false_negative": 0.10447787335340963, "mask_rcnn/false_positive": 0.11954782602914199, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.75, "time": 0.7370641995221376, "total_loss": 1.445614388474496} {"data_time": 0.0160187603905797, "eta_seconds": 32388.68818911072, "iteration": 227279, "loss_fcos_cls": 0.2126540644094348, "loss_fcos_ctr": 0.6143938032910228, "loss_fcos_loc": 0.16891362034948543, "loss_mask": 0.25729253934696317, "loss_maskiou": 0.00434984422463458, "loss_sem_seg": 0.18547698250040412, "lr": 0.001, "mask_rcnn/accuracy": 0.9006377551020408, "mask_rcnn/false_negative": 0.07882715919347574, "mask_rcnn/false_positive": 0.14314719647609433, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 21.5, "time": 0.758860713802278, "total_loss": 1.4771652408671798} {"data_time": 0.016219099052250385, "eta_seconds": 32365.23175866995, "iteration": 227299, "loss_fcos_cls": 0.20187053247354925, "loss_fcos_ctr": 0.6148692760616541, "loss_fcos_loc": 0.1747978989733383, "loss_mask": 0.24861381109803915, "loss_maskiou": 0.004681666272517759, "loss_sem_seg": 0.19765165355056524, "lr": 0.001, "mask_rcnn/accuracy": 0.8913721815507529, "mask_rcnn/false_negative": 0.09474852329954614, "mask_rcnn/false_positive": 0.12793708873464132, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.75, "time": 0.750383791513741, "total_loss": 1.4332605850895561} {"data_time": 0.015376806259155273, "eta_seconds": 32368.19575194642, "iteration": 227319, "loss_fcos_cls": 0.20930296677397564, "loss_fcos_ctr": 0.6143633807078004, "loss_fcos_loc": 0.1715816237265244, "loss_mask": 0.26344567351043224, "loss_maskiou": 0.004902612461592071, "loss_sem_seg": 0.21511404868215322, "lr": 0.001, "mask_rcnn/accuracy": 0.8864535610162432, "mask_rcnn/false_negative": 0.09477653096448116, "mask_rcnn/false_positive": 0.13339850077230475, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.25, "time": 0.7718856893479824, "total_loss": 1.4967343137832358} {"data_time": 0.015553788281977177, "eta_seconds": 32353.028255518526, "iteration": 227339, "loss_fcos_cls": 0.21266531199216843, "loss_fcos_ctr": 0.6143126348033547, "loss_fcos_loc": 0.1748156527755782, "loss_mask": 0.2473067925311625, "loss_maskiou": 0.004487731363042258, "loss_sem_seg": 0.2068729568272829, "lr": 0.001, "mask_rcnn/accuracy": 0.8964054890160823, "mask_rcnn/false_negative": 0.08930693257426207, "mask_rcnn/false_positive": 0.12501699514824816, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.75, "time": 0.7576382346451283, "total_loss": 1.4695625690292218} {"data_time": 0.017684380523860455, "eta_seconds": 32337.860759090632, "iteration": 227359, "loss_fcos_cls": 0.20890562678687274, "loss_fcos_ctr": 0.618381223641336, "loss_fcos_loc": 0.17774138820823282, "loss_mask": 0.2737312400713563, "loss_maskiou": 0.005090021048090421, "loss_sem_seg": 0.21865855576470494, "lr": 0.001, "mask_rcnn/accuracy": 0.8651349430602546, "mask_rcnn/false_negative": 0.09995227253949772, "mask_rcnn/false_positive": 0.14586704089367014, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 34.75, "time": 0.7721942951902747, "total_loss": 1.5003126180818072} {"data_time": 0.015884879976511, "eta_seconds": 32304.595742166974, "iteration": 227379, "loss_fcos_cls": 0.20198995620012283, "loss_fcos_ctr": 0.6140893641859293, "loss_fcos_loc": 0.17143159999977797, "loss_mask": 0.24705541133880615, "loss_maskiou": 0.004760124174936209, "loss_sem_seg": 0.2053067295346409, "lr": 0.001, "mask_rcnn/accuracy": 0.8721785330673623, "mask_rcnn/false_negative": 0.09471962779913172, "mask_rcnn/false_positive": 0.16077957766667264, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.0, "time": 0.7318515302613378, "total_loss": 1.4349100570880182} {"data_time": 0.017246128991246223, "eta_seconds": 32297.710857524537, "iteration": 227399, "loss_fcos_cls": 0.20657737302826717, "loss_fcos_ctr": 0.6184381609782577, "loss_fcos_loc": 0.1754653028328903, "loss_mask": 0.26042669732123613, "loss_maskiou": 0.004976164404070005, "loss_sem_seg": 0.20206893631257117, "lr": 0.001, "mask_rcnn/accuracy": 0.8741833929172612, "mask_rcnn/false_negative": 0.11252401706580906, "mask_rcnn/false_positive": 0.15029235699209048, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 33.25, "time": 0.7633663546293974, "total_loss": 1.459744410298299} {"data_time": 0.015552337281405926, "eta_seconds": 32250.552114044316, "iteration": 227419, "loss_fcos_cls": 0.20906817680224776, "loss_fcos_ctr": 0.61781304795295, "loss_fcos_loc": 0.17655538010876626, "loss_mask": 0.25069581903517246, "loss_maskiou": 0.004793802334461361, "loss_sem_seg": 0.2111770585179329, "lr": 0.001, "mask_rcnn/accuracy": 0.8646307853498543, "mask_rcnn/false_negative": 0.10036669606167704, "mask_rcnn/false_positive": 0.15740351168556604, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.5, "time": 0.7341253524646163, "total_loss": 1.4795514791767346} {"data_time": 0.01571923866868019, "eta_seconds": 32267.385080329143, "iteration": 227439, "loss_fcos_cls": 0.22967465652618557, "loss_fcos_ctr": 0.6172770243138075, "loss_fcos_loc": 0.17912294331472367, "loss_mask": 0.2739750714972615, "loss_maskiou": 0.005146854564372916, "loss_sem_seg": 0.2024847788270563, "lr": 0.001, "mask_rcnn/accuracy": 0.8881832420468188, "mask_rcnn/false_negative": 0.10299237721441254, "mask_rcnn/false_positive": 0.15008875526752607, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.5, "time": 0.7652476485818624, "total_loss": 1.5440640262386296} {"data_time": 0.0166708305478096, "eta_seconds": 32247.282168395817, "iteration": 227459, "loss_fcos_cls": 0.1966700612101704, "loss_fcos_ctr": 0.6164712365716696, "loss_fcos_loc": 0.17394519090885296, "loss_mask": 0.2562386356294155, "loss_maskiou": 0.004420910961925983, "loss_sem_seg": 0.21212663035839796, "lr": 0.001, "mask_rcnn/accuracy": 0.8866200130235857, "mask_rcnn/false_negative": 0.09036732565060945, "mask_rcnn/false_positive": 0.1419594730519108, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 24.0, "time": 0.7444389080628753, "total_loss": 1.4565357909959857} {"data_time": 0.0163216944783926, "eta_seconds": 32193.31126639247, "iteration": 227479, "loss_fcos_cls": 0.20763338333927095, "loss_fcos_ctr": 0.6145145790651441, "loss_fcos_loc": 0.16749373287893832, "loss_mask": 0.25942469108849764, "loss_maskiou": 0.004965702857589349, "loss_sem_seg": 0.19824845367111266, "lr": 0.001, "mask_rcnn/accuracy": 0.895537232750243, "mask_rcnn/false_negative": 0.09946996858843525, "mask_rcnn/false_positive": 0.11915005207250837, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 31.75, "time": 0.7525512278079987, "total_loss": 1.4535969260468846} {"data_time": 0.016695817932486534, "eta_seconds": 32178.16895493865, "iteration": 227499, "loss_fcos_cls": 0.20862498134374619, "loss_fcos_ctr": 0.6122605232521892, "loss_fcos_loc": 0.16875193652231246, "loss_mask": 0.26377875870093703, "loss_maskiou": 0.0044606357550946996, "loss_sem_seg": 0.18516316916793585, "lr": 0.001, "mask_rcnn/accuracy": 0.8745270862482108, "mask_rcnn/false_negative": 0.10905840390125542, "mask_rcnn/false_positive": 0.14123141849194087, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 25.0, "time": 0.7752679763361812, "total_loss": 1.4529043084694422} {"data_time": 0.0157322995364666, "eta_seconds": 32174.81281221006, "iteration": 227519, "loss_fcos_cls": 0.19924277940299362, "loss_fcos_ctr": 0.6173244770616293, "loss_fcos_loc": 0.17674889601767063, "loss_mask": 0.257127923425287, "loss_maskiou": 0.004784550426848, "loss_sem_seg": 0.20328525337390602, "lr": 0.001, "mask_rcnn/accuracy": 0.8861901757985803, "mask_rcnn/false_negative": 0.09234805930749337, "mask_rcnn/false_positive": 0.12950477537272714, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.5, "time": 0.7640580916777253, "total_loss": 1.4435906795115443} {"data_time": 0.01978957001119852, "eta_seconds": 32159.66495184321, "iteration": 227539, "loss_fcos_cls": 0.21276435756590217, "loss_fcos_ctr": 0.6174606727436185, "loss_fcos_loc": 0.17124775215052068, "loss_mask": 0.2568886326625943, "loss_maskiou": 0.00507990233018063, "loss_sem_seg": 0.20472422474995255, "lr": 0.001, "mask_rcnn/accuracy": 0.8956820368273783, "mask_rcnn/false_negative": 0.08885946114085769, "mask_rcnn/false_positive": 0.11740087040646399, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 22.5, "time": 0.762291950173676, "total_loss": 1.473202386900084} {"data_time": 0.017511784099042416, "eta_seconds": 32159.358372576535, "iteration": 227559, "loss_fcos_cls": 0.20870228100102395, "loss_fcos_ctr": 0.6154124704189599, "loss_fcos_loc": 0.17427091486752033, "loss_mask": 0.2522627324797213, "loss_maskiou": 0.004375065647764131, "loss_sem_seg": 0.17536023212596774, "lr": 0.001, "mask_rcnn/accuracy": 0.9030998113531127, "mask_rcnn/false_negative": 0.1028008040158889, "mask_rcnn/false_positive": 0.11308418064540834, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.5, "time": 0.7563738394528627, "total_loss": 1.4146707069012336} {"data_time": 0.015627847984433174, "eta_seconds": 32116.166964742355, "iteration": 227579, "loss_fcos_cls": 0.19699964998289943, "loss_fcos_ctr": 0.6184575138613582, "loss_fcos_loc": 0.18156440858729184, "loss_mask": 0.25459015369415283, "loss_maskiou": 0.004181619147857418, "loss_sem_seg": 0.1869903386104852, "lr": 0.001, "mask_rcnn/accuracy": 0.8952346087201208, "mask_rcnn/false_negative": 0.10517395240385656, "mask_rcnn/false_positive": 0.1081681681796817, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.75, "time": 0.7418982982635498, "total_loss": 1.4568902830942534} {"data_time": 0.016390126198530197, "eta_seconds": 32111.975314917974, "iteration": 227599, "loss_fcos_cls": 0.20806333178188652, "loss_fcos_ctr": 0.6153715783730149, "loss_fcos_loc": 0.18044865876436234, "loss_mask": 0.2583396784029901, "loss_maskiou": 0.004860239929257659, "loss_sem_seg": 0.19447109941393137, "lr": 0.001, "mask_rcnn/accuracy": 0.894358082024453, "mask_rcnn/false_negative": 0.09774868398130887, "mask_rcnn/false_positive": 0.11665842045698817, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.5, "time": 0.7633700324222445, "total_loss": 1.466266973693564} {"data_time": 0.016687179915606976, "eta_seconds": 32079.34554243833, "iteration": 227619, "loss_fcos_cls": 0.2020241019781679, "loss_fcos_ctr": 0.6158452974632382, "loss_fcos_loc": 0.16738520958460867, "loss_mask": 0.2425168827176094, "loss_maskiou": 0.005061307922005653, "loss_sem_seg": 0.2274762480519712, "lr": 0.001, "mask_rcnn/accuracy": 0.8873127880184332, "mask_rcnn/false_negative": 0.09819386255509541, "mask_rcnn/false_positive": 0.12510059809600077, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.75, "time": 0.7508815322071314, "total_loss": 1.4710280728322687} {"data_time": 0.01602079998701811, "eta_seconds": 32041.088026406243, "iteration": 227639, "loss_fcos_cls": 0.20544426410924643, "loss_fcos_ctr": 0.6138977548107505, "loss_fcos_loc": 0.17145907774101943, "loss_mask": 0.25158978905528784, "loss_maskiou": 0.005155994058441138, "loss_sem_seg": 0.21116965753026307, "lr": 0.001, "mask_rcnn/accuracy": 0.8930332076012224, "mask_rcnn/false_negative": 0.09977850773385906, "mask_rcnn/false_positive": 0.11073860063710547, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.25, "time": 0.7428551930934191, "total_loss": 1.4476577509958588} {"data_time": 0.01434261817485094, "eta_seconds": 32044.83336270321, "iteration": 227659, "loss_fcos_cls": 0.21313197468407452, "loss_fcos_ctr": 0.6173703474923968, "loss_fcos_loc": 0.17615831753937528, "loss_mask": 0.25455921748653054, "loss_maskiou": 0.004745325830299407, "loss_sem_seg": 0.188998113386333, "lr": 0.001, "mask_rcnn/accuracy": 0.8883357853084416, "mask_rcnn/false_negative": 0.09761617633406326, "mask_rcnn/false_positive": 0.13134103558547566, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 31.75, "time": 0.7621509209275246, "total_loss": 1.4367474900427624} {"data_time": 0.01850775070488453, "eta_seconds": 32022.636571579613, "iteration": 227679, "loss_fcos_cls": 0.20952585618942976, "loss_fcos_ctr": 0.6185284880921245, "loss_fcos_loc": 0.1859270497225225, "loss_mask": 0.27249280363321304, "loss_maskiou": 0.004915107492706738, "loss_sem_seg": 0.19581627333536744, "lr": 0.001, "mask_rcnn/accuracy": 0.8935501781014721, "mask_rcnn/false_negative": 0.08676187366783034, "mask_rcnn/false_positive": 0.12246712199063825, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7568326611071825, "total_loss": 1.4703948837923235} {"data_time": 0.015252772718667984, "eta_seconds": 32018.791340239346, "iteration": 227699, "loss_fcos_cls": 0.20282464753836393, "loss_fcos_ctr": 0.6155282082036138, "loss_fcos_loc": 0.1632739407941699, "loss_mask": 0.26001034677028656, "loss_maskiou": 0.004604399728123099, "loss_sem_seg": 0.19125434756278992, "lr": 0.001, "mask_rcnn/accuracy": 0.8606406848453667, "mask_rcnn/false_negative": 0.09509471778807234, "mask_rcnn/false_positive": 0.17209182202393147, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.0, "time": 0.7782237529754639, "total_loss": 1.4626309964296524} {"data_time": 0.015664524398744106, "eta_seconds": 31999.423712440766, "iteration": 227719, "loss_fcos_cls": 0.21740380144910887, "loss_fcos_ctr": 0.6160338101908565, "loss_fcos_loc": 0.1756038882303983, "loss_mask": 0.2578355048317462, "loss_maskiou": 0.00515050241665449, "loss_sem_seg": 0.22659484762698412, "lr": 0.001, "mask_rcnn/accuracy": 0.868798551678736, "mask_rcnn/false_negative": 0.09648553750643783, "mask_rcnn/false_positive": 0.1800289562226514, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.75, "time": 0.772549482062459, "total_loss": 1.4784448894497473} {"data_time": 0.017801694571971893, "eta_seconds": 31988.514239139855, "iteration": 227739, "loss_fcos_cls": 0.2128196278354153, "loss_fcos_ctr": 0.6193763762712479, "loss_fcos_loc": 0.18106862797867507, "loss_mask": 0.25333250034600496, "loss_maskiou": 0.004603410448908107, "loss_sem_seg": 0.18933584494516253, "lr": 0.001, "mask_rcnn/accuracy": 0.8819264281054888, "mask_rcnn/false_negative": 0.08547346713928386, "mask_rcnn/false_positive": 0.16398847595267438, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 34.25, "time": 0.7700291704386473, "total_loss": 1.4899067709848168} {"data_time": 0.01638680323958397, "eta_seconds": 31954.91901433654, "iteration": 227759, "loss_fcos_cls": 0.2118165479041636, "loss_fcos_ctr": 0.616746312007308, "loss_fcos_loc": 0.16743871849030256, "loss_mask": 0.2549633798189461, "loss_maskiou": 0.004967706998286303, "loss_sem_seg": 0.19932040409184992, "lr": 0.001, "mask_rcnn/accuracy": 0.8850323783359497, "mask_rcnn/false_negative": 0.09331372944507832, "mask_rcnn/false_positive": 0.12744414807024196, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.0, "time": 0.7489701611921191, "total_loss": 1.4539017909555696} {"data_time": 0.016332793049514294, "eta_seconds": 31939.789202535525, "iteration": 227779, "loss_fcos_cls": 0.20284257380990312, "loss_fcos_ctr": 0.6140137640759349, "loss_fcos_loc": 0.1648450995562598, "loss_mask": 0.24129037419334054, "loss_maskiou": 0.004215981316519901, "loss_sem_seg": 0.2007654074113816, "lr": 0.001, "mask_rcnn/accuracy": 0.9134458028494417, "mask_rcnn/false_negative": 0.08825314808966914, "mask_rcnn/false_positive": 0.11811879433516653, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.75, "time": 0.7510213200002909, "total_loss": 1.4368851000581344} {"data_time": 0.01611641887575388, "eta_seconds": 31935.420796455815, "iteration": 227799, "loss_fcos_cls": 0.20469544315710664, "loss_fcos_ctr": 0.6157236769795418, "loss_fcos_loc": 0.16282280045561492, "loss_mask": 0.25090423319488764, "loss_maskiou": 0.005099054043967044, "loss_sem_seg": 0.2141526103951037, "lr": 0.001, "mask_rcnn/accuracy": 0.9039156844908506, "mask_rcnn/false_negative": 0.07694515202465398, "mask_rcnn/false_positive": 0.1207355686915606, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.5, "time": 0.760618151165545, "total_loss": 1.469338049486396} {"data_time": 0.016205611638724804, "eta_seconds": 31920.28588458337, "iteration": 227819, "loss_fcos_cls": 0.20721780508756638, "loss_fcos_ctr": 0.6187334805727005, "loss_fcos_loc": 0.18426994350738823, "loss_mask": 0.26699945237487555, "loss_maskiou": 0.00532369645225117, "loss_sem_seg": 0.20640392089262605, "lr": 0.001, "mask_rcnn/accuracy": 0.8685663280868241, "mask_rcnn/false_negative": 0.0885423941019466, "mask_rcnn/false_positive": 0.14392064246997255, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.5, "time": 0.7644424242898822, "total_loss": 1.5123757829205715} {"data_time": 0.01592871081084013, "eta_seconds": 31905.150972710922, "iteration": 227839, "loss_fcos_cls": 0.20116166560910642, "loss_fcos_ctr": 0.616231432184577, "loss_fcos_loc": 0.16633660689694807, "loss_mask": 0.2629978912882507, "loss_maskiou": 0.005352612908609444, "loss_sem_seg": 0.19760727509856224, "lr": 0.001, "mask_rcnn/accuracy": 0.8817227396926597, "mask_rcnn/false_negative": 0.09287470014307075, "mask_rcnn/false_positive": 0.1321978096639928, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.75, "time": 0.7854958903044462, "total_loss": 1.4715094839921221} {"data_time": 0.015887065790593624, "eta_seconds": 31890.016060838476, "iteration": 227859, "loss_fcos_cls": 0.20791786559857428, "loss_fcos_ctr": 0.6139742000959814, "loss_fcos_loc": 0.1686316120903939, "loss_mask": 0.25118644582107663, "loss_maskiou": 0.004318412462453125, "loss_sem_seg": 0.20000450080260634, "lr": 0.001, "mask_rcnn/accuracy": 0.8708430846275961, "mask_rcnn/false_negative": 0.0988206222335454, "mask_rcnn/false_positive": 0.16246285625541496, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.25, "time": 0.7547520948573947, "total_loss": 1.4475518962281058} {"data_time": 0.015483470633625984, "eta_seconds": 31864.140143530443, "iteration": 227879, "loss_fcos_cls": 0.2101089481730014, "loss_fcos_ctr": 0.6170102506875992, "loss_fcos_loc": 0.17587552522309124, "loss_mask": 0.24990931805223227, "loss_maskiou": 0.004618264352757251, "loss_sem_seg": 0.19422045070677996, "lr": 0.001, "mask_rcnn/accuracy": 0.8789998404053703, "mask_rcnn/false_negative": 0.10205782204496758, "mask_rcnn/false_positive": 0.14868082444784414, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 34.25, "time": 0.7652879320085049, "total_loss": 1.4609761848842027} {"data_time": 0.01772298477590084, "eta_seconds": 31859.746237093583, "iteration": 227899, "loss_fcos_cls": 0.20862944819964468, "loss_fcos_ctr": 0.6140776481479406, "loss_fcos_loc": 0.1737514454871416, "loss_mask": 0.26079162769019604, "loss_maskiou": 0.004352178930275841, "loss_sem_seg": 0.20403388160048053, "lr": 0.001, "mask_rcnn/accuracy": 0.8886712617739404, "mask_rcnn/false_negative": 0.09779333431729678, "mask_rcnn/false_positive": 0.1320071154287985, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 26.25, "time": 0.7643076321110129, "total_loss": 1.4619815502337588} {"data_time": 0.015302169136703014, "eta_seconds": 31824.854287348688, "iteration": 227919, "loss_fcos_cls": 0.19803588784998283, "loss_fcos_ctr": 0.6141119487583637, "loss_fcos_loc": 0.16306375432759523, "loss_mask": 0.25346052180975676, "loss_maskiou": 0.004708837637735996, "loss_sem_seg": 0.18644307693466544, "lr": 0.001, "mask_rcnn/accuracy": 0.8855793644108587, "mask_rcnn/false_negative": 0.10769369686745003, "mask_rcnn/false_positive": 0.12418699019871579, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.25, "time": 0.7382989302277565, "total_loss": 1.4480170917886426} {"data_time": 0.018017489463090897, "eta_seconds": 31793.529624079354, "iteration": 227939, "loss_fcos_cls": 0.20928474137326702, "loss_fcos_ctr": 0.6151291541755199, "loss_fcos_loc": 0.17129994789138436, "loss_mask": 0.24225356429815292, "loss_maskiou": 0.00461761904443847, "loss_sem_seg": 0.18135236762464046, "lr": 0.001, "mask_rcnn/accuracy": 0.895982324553753, "mask_rcnn/false_negative": 0.0973611974032913, "mask_rcnn/false_positive": 0.1136759734568674, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 21.25, "time": 0.7313051158562303, "total_loss": 1.4283189390080224} {"data_time": 0.01521641667932272, "eta_seconds": 31814.341501476243, "iteration": 227959, "loss_fcos_cls": 0.20063487975858152, "loss_fcos_ctr": 0.6172736342996359, "loss_fcos_loc": 0.1803462055977434, "loss_mask": 0.2551067993044853, "loss_maskiou": 0.005161220269656042, "loss_sem_seg": 0.18820304842665792, "lr": 0.001, "mask_rcnn/accuracy": 0.8784990637669209, "mask_rcnn/false_negative": 0.09943326536825373, "mask_rcnn/false_positive": 0.12917771119320814, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.25, "time": 0.7652584845200181, "total_loss": 1.450914896598988} {"data_time": 0.015516914427280426, "eta_seconds": 31763.293985721655, "iteration": 227979, "loss_fcos_cls": 0.1945416135713458, "loss_fcos_ctr": 0.6175667624920607, "loss_fcos_loc": 0.1800388910342008, "loss_mask": 0.2680026232264936, "loss_maskiou": 0.004677264849306084, "loss_sem_seg": 0.1924083213089034, "lr": 0.001, "mask_rcnn/accuracy": 0.875830557778142, "mask_rcnn/false_negative": 0.09247758089715005, "mask_rcnn/false_positive": 0.14999003111935114, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.0, "time": 0.7488532597199082, "total_loss": 1.4831512906675925} {"data_time": 0.015808336436748505, "eta_seconds": 31758.312889262103, "iteration": 227999, "loss_fcos_cls": 0.21331688575446606, "loss_fcos_ctr": 0.6168823596090078, "loss_fcos_loc": 0.17519736604299396, "loss_mask": 0.25201669335365295, "loss_maskiou": 0.004502624415181344, "loss_sem_seg": 0.1971451914869249, "lr": 0.001, "mask_rcnn/accuracy": 0.8776024074699567, "mask_rcnn/false_negative": 0.11467866426238524, "mask_rcnn/false_positive": 0.12170841771172632, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.75, "time": 0.7703747097402811, "total_loss": 1.4700864985061344} {"data_time": 0.01592404767870903, "eta_seconds": 31733.058347363956, "iteration": 228019, "loss_fcos_cls": 0.21663702290970832, "loss_fcos_ctr": 0.6171826939098537, "loss_fcos_loc": 0.17246839415747672, "loss_mask": 0.26888722460716963, "loss_maskiou": 0.004779546048666816, "loss_sem_seg": 0.21879518730565906, "lr": 0.001, "mask_rcnn/accuracy": 0.8865265467790098, "mask_rcnn/false_negative": 0.1025869181413129, "mask_rcnn/false_positive": 0.10875390340355395, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 23.5, "time": 0.7497668778523803, "total_loss": 1.5112583144000382} {"data_time": 0.018447955138981342, "eta_seconds": 31717.940528185107, "iteration": 228039, "loss_fcos_cls": 0.2035157736390829, "loss_fcos_ctr": 0.6155621986836195, "loss_fcos_loc": 0.17063518799841404, "loss_mask": 0.25943648582324386, "loss_maskiou": 0.0046237914593803, "loss_sem_seg": 0.2170481390785426, "lr": 0.001, "mask_rcnn/accuracy": 0.8892893352395903, "mask_rcnn/false_negative": 0.09020147261633185, "mask_rcnn/false_positive": 0.14629819059311244, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7492962563410401, "total_loss": 1.4634544427672154} {"data_time": 0.014774248003959656, "eta_seconds": 31694.69290912524, "iteration": 228059, "loss_fcos_cls": 0.21256523358169943, "loss_fcos_ctr": 0.6141343908384442, "loss_fcos_loc": 0.17321461474057287, "loss_mask": 0.2453747820109129, "loss_maskiou": 0.004734932896099053, "loss_sem_seg": 0.18802815629169345, "lr": 0.001, "mask_rcnn/accuracy": 0.9025689374665855, "mask_rcnn/false_negative": 0.07803059478725438, "mask_rcnn/false_positive": 0.12464975550901164, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.5, "time": 0.751779068261385, "total_loss": 1.4627419222051685} {"data_time": 0.017097839154303074, "eta_seconds": 31689.871719365008, "iteration": 228079, "loss_fcos_cls": 0.20653313002549112, "loss_fcos_ctr": 0.6168471211567521, "loss_fcos_loc": 0.18151710816891864, "loss_mask": 0.267084538936615, "loss_maskiou": 0.005011490342440084, "loss_sem_seg": 0.19692933792248368, "lr": 0.001, "mask_rcnn/accuracy": 0.8781912594638634, "mask_rcnn/false_negative": 0.1110770892190375, "mask_rcnn/false_positive": 0.15263577761653968, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 27.75, "time": 0.7571879057213664, "total_loss": 1.4893435185658745} {"data_time": 0.016821295022964478, "eta_seconds": 31716.72965662647, "iteration": 228099, "loss_fcos_cls": 0.21458524535410106, "loss_fcos_ctr": 0.6172830667346716, "loss_fcos_loc": 0.17577963322401047, "loss_mask": 0.26005683932453394, "loss_maskiou": 0.004640342165657785, "loss_sem_seg": 0.1880402285605669, "lr": 0.001, "mask_rcnn/accuracy": 0.8850758616383616, "mask_rcnn/false_negative": 0.09986179268502748, "mask_rcnn/false_positive": 0.12860411883085782, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.0, "time": 0.7655368009582162, "total_loss": 1.477728405567177} {"data_time": 0.014961574226617813, "eta_seconds": 31680.253313028254, "iteration": 228119, "loss_fcos_cls": 0.2080308044096455, "loss_fcos_ctr": 0.6164465062320232, "loss_fcos_loc": 0.1656701879692264, "loss_mask": 0.25516604585573077, "loss_maskiou": 0.004353551354142837, "loss_sem_seg": 0.2080141082406044, "lr": 0.001, "mask_rcnn/accuracy": 0.8834660553410554, "mask_rcnn/false_negative": 0.11040325346792518, "mask_rcnn/false_positive": 0.12379053603871915, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.0, "time": 0.7762149935588241, "total_loss": 1.4555885343943373} {"data_time": 0.01641291007399559, "eta_seconds": 31671.38441569917, "iteration": 228139, "loss_fcos_cls": 0.2067681933986023, "loss_fcos_ctr": 0.6158415833488107, "loss_fcos_loc": 0.1766520644305274, "loss_mask": 0.25399255007505417, "loss_maskiou": 0.00481224778923206, "loss_sem_seg": 0.1905783708934905, "lr": 0.001, "mask_rcnn/accuracy": 0.8993367877296449, "mask_rcnn/false_negative": 0.07543608572565577, "mask_rcnn/false_positive": 0.12889401536967246, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.5, "time": 0.7569901058450341, "total_loss": 1.4831853428477189} {"data_time": 0.015196493826806545, "eta_seconds": 31627.23361311201, "iteration": 228159, "loss_fcos_cls": 0.2110277048777789, "loss_fcos_ctr": 0.6178590473718941, "loss_fcos_loc": 0.1793657150119543, "loss_mask": 0.265269314404577, "loss_maskiou": 0.005040238400397357, "loss_sem_seg": 0.21804580558091402, "lr": 0.001, "mask_rcnn/accuracy": 0.8884920634920634, "mask_rcnn/false_negative": 0.07629245712132396, "mask_rcnn/false_positive": 0.1346255570359354, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.75, "time": 0.7490383153781295, "total_loss": 1.4813674009456008} {"data_time": 0.01704347040504217, "eta_seconds": 31616.524530136958, "iteration": 228179, "loss_fcos_cls": 0.20059818984009326, "loss_fcos_ctr": 0.6156314378604293, "loss_fcos_loc": 0.16515077510848641, "loss_mask": 0.24895779229700565, "loss_maskiou": 0.004603082954417914, "loss_sem_seg": 0.20138834649696946, "lr": 0.001, "mask_rcnn/accuracy": 0.8893920068027211, "mask_rcnn/false_negative": 0.09398549953331253, "mask_rcnn/false_positive": 0.15393467512983494, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 25.0, "time": 0.7591554634273052, "total_loss": 1.4392805476963986} {"data_time": 0.016462208703160286, "eta_seconds": 31636.339682067744, "iteration": 228199, "loss_fcos_cls": 0.19807386433240026, "loss_fcos_ctr": 0.6154628368094563, "loss_fcos_loc": 0.16833866795059294, "loss_mask": 0.25441795587539673, "loss_maskiou": 0.004905552646960132, "loss_sem_seg": 0.1996244564652443, "lr": 0.001, "mask_rcnn/accuracy": 0.8920367578849722, "mask_rcnn/false_negative": 0.10058713699972838, "mask_rcnn/false_positive": 0.13524044780754754, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 24.0, "time": 0.765051918104291, "total_loss": 1.4435483356992336} {"data_time": 0.015502219088375568, "eta_seconds": 31614.473046856932, "iteration": 228219, "loss_fcos_cls": 0.2084208147134632, "loss_fcos_ctr": 0.6177466185763478, "loss_fcos_loc": 0.17162045754957944, "loss_mask": 0.25586351938545704, "loss_maskiou": 0.004489675717195496, "loss_sem_seg": 0.19847482373006642, "lr": 0.001, "mask_rcnn/accuracy": 0.8908509178932897, "mask_rcnn/false_negative": 0.10344509000038857, "mask_rcnn/false_positive": 0.11725824949183394, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 24.0, "time": 0.7533785328269005, "total_loss": 1.4345749174826778} {"data_time": 0.015751970000565052, "eta_seconds": 31610.75743276719, "iteration": 228239, "loss_fcos_cls": 0.198042172472924, "loss_fcos_ctr": 0.6159813525155187, "loss_fcos_loc": 0.1652435443829745, "loss_mask": 0.24225766630843282, "loss_maskiou": 0.004274676597560756, "loss_sem_seg": 0.20040780468843877, "lr": 0.001, "mask_rcnn/accuracy": 0.899815726982037, "mask_rcnn/false_negative": 0.07970511076538928, "mask_rcnn/false_positive": 0.12730939787697448, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.0, "time": 0.7566619524732232, "total_loss": 1.4591530736579443} {"data_time": 0.017350279726088047, "eta_seconds": 31615.73371872492, "iteration": 228259, "loss_fcos_cls": 0.21663971699308604, "loss_fcos_ctr": 0.6146463733166456, "loss_fcos_loc": 0.1745722673367709, "loss_mask": 0.2534222495742142, "loss_maskiou": 0.004287873838620726, "loss_sem_seg": 0.19785525393672287, "lr": 0.001, "mask_rcnn/accuracy": 0.9014339119794259, "mask_rcnn/false_negative": 0.09406953278803756, "mask_rcnn/false_positive": 0.10586039686266366, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 23.25, "time": 0.762606087140739, "total_loss": 1.4684698945820855} {"data_time": 0.017569048330187798, "eta_seconds": 31600.58519151248, "iteration": 228279, "loss_fcos_cls": 0.20045280759222806, "loss_fcos_ctr": 0.6116637391969562, "loss_fcos_loc": 0.15958099404815584, "loss_mask": 0.2460192060098052, "loss_maskiou": 0.004775737674208358, "loss_sem_seg": 0.19078749138861895, "lr": 0.001, "mask_rcnn/accuracy": 0.9033532978408755, "mask_rcnn/false_negative": 0.09496433886970915, "mask_rcnn/false_positive": 0.1250929274429791, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.5, "time": 0.7623057495802641, "total_loss": 1.40580403588865} {"data_time": 0.016839345917105675, "eta_seconds": 31593.302027959377, "iteration": 228299, "loss_fcos_cls": 0.20853058039210737, "loss_fcos_ctr": 0.61382289044559, "loss_fcos_loc": 0.16845814371481538, "loss_mask": 0.24708811473101377, "loss_maskiou": 0.004314734855142888, "loss_sem_seg": 0.200243572704494, "lr": 0.001, "mask_rcnn/accuracy": 0.8990517040149393, "mask_rcnn/false_negative": 0.095709694904978, "mask_rcnn/false_positive": 0.10131515630387775, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 28.25, "time": 0.7455969583243132, "total_loss": 1.4646350414914195} {"data_time": 0.01576267834752798, "eta_seconds": 31578.149728480726, "iteration": 228319, "loss_fcos_cls": 0.2116331501165405, "loss_fcos_ctr": 0.6213980838656425, "loss_fcos_loc": 0.18790905585046858, "loss_mask": 0.25341763719916344, "loss_maskiou": 0.004690143745392561, "loss_sem_seg": 0.19961279560811818, "lr": 0.001, "mask_rcnn/accuracy": 0.9068196411217548, "mask_rcnn/false_negative": 0.09241331145271506, "mask_rcnn/false_positive": 0.11086389656596284, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.7744479840621352, "total_loss": 1.4917876348190475} {"data_time": 0.0151435025036335, "eta_seconds": 31565.6902923882, "iteration": 228339, "loss_fcos_cls": 0.2080641721840948, "loss_fcos_ctr": 0.6157691171392798, "loss_fcos_loc": 0.17474913911428303, "loss_mask": 0.26356604415923357, "loss_maskiou": 0.004744086574646644, "loss_sem_seg": 0.18423087894916534, "lr": 0.001, "mask_rcnn/accuracy": 0.8925731277359428, "mask_rcnn/false_negative": 0.09852970776598191, "mask_rcnn/false_positive": 0.1221722882960534, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7646190533414483, "total_loss": 1.459169675843441} {"data_time": 0.016231171786785126, "eta_seconds": 31543.455756586976, "iteration": 228359, "loss_fcos_cls": 0.2110690438421443, "loss_fcos_ctr": 0.6160432882606983, "loss_fcos_loc": 0.1747398655861616, "loss_mask": 0.247732724994421, "loss_maskiou": 0.0046895207415218465, "loss_sem_seg": 0.20035257982090116, "lr": 0.001, "mask_rcnn/accuracy": 0.890072081408577, "mask_rcnn/false_negative": 0.08280458986792427, "mask_rcnn/false_positive": 0.11787929213523576, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 27.25, "time": 0.756018509157002, "total_loss": 1.4287352012797783} {"data_time": 0.017848326824605465, "eta_seconds": 31539.65059630666, "iteration": 228379, "loss_fcos_cls": 0.21298233466222882, "loss_fcos_ctr": 0.6179917184635997, "loss_fcos_loc": 0.17887809174135327, "loss_mask": 0.2501350035890937, "loss_maskiou": 0.004868395182711538, "loss_sem_seg": 0.19733636383898556, "lr": 0.001, "mask_rcnn/accuracy": 0.8740903164889217, "mask_rcnn/false_negative": 0.12043838482445604, "mask_rcnn/false_positive": 0.15821596279961014, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.7797627113759518, "total_loss": 1.4834169717432815} {"data_time": 0.016575489193201065, "eta_seconds": 31521.055265516974, "iteration": 228399, "loss_fcos_cls": 0.2116407941794023, "loss_fcos_ctr": 0.616233617067337, "loss_fcos_loc": 0.17493707896210253, "loss_mask": 0.24926182022318244, "loss_maskiou": 0.004379361562314443, "loss_sem_seg": 0.21840123645961285, "lr": 0.001, "mask_rcnn/accuracy": 0.8966242495156018, "mask_rcnn/false_negative": 0.07884501028733794, "mask_rcnn/false_positive": 0.1262126896974545, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 33.5, "time": 0.7583264298737049, "total_loss": 1.4684633057549945} {"data_time": 0.0157023211941123, "eta_seconds": 31522.990606871434, "iteration": 228419, "loss_fcos_cls": 0.20211582205956802, "loss_fcos_ctr": 0.6173537555150688, "loss_fcos_loc": 0.1735610158648342, "loss_mask": 0.24043263774365187, "loss_maskiou": 0.004512599847657839, "loss_sem_seg": 0.19210466439835727, "lr": 0.001, "mask_rcnn/accuracy": 0.880765529896169, "mask_rcnn/false_negative": 0.09046269248161865, "mask_rcnn/false_positive": 0.13903738074773025, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.0, "time": 0.7585138296708465, "total_loss": 1.4382871422603785} {"data_time": 0.016310487873852253, "eta_seconds": 31489.922331243753, "iteration": 228439, "loss_fcos_cls": 0.21320587501395494, "loss_fcos_ctr": 0.6165219442918897, "loss_fcos_loc": 0.17915032990276814, "loss_mask": 0.26233233278617263, "loss_maskiou": 0.004456891492736759, "loss_sem_seg": 0.2233691334258765, "lr": 0.001, "mask_rcnn/accuracy": 0.892706226634798, "mask_rcnn/false_negative": 0.08892441551426322, "mask_rcnn/false_positive": 0.11591337907028368, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.25, "time": 0.7488211169838905, "total_loss": 1.5107474254764384} {"data_time": 0.016545926220715046, "eta_seconds": 31481.902006871067, "iteration": 228459, "loss_fcos_cls": 0.19979695789515972, "loss_fcos_ctr": 0.6133408434689045, "loss_fcos_loc": 0.17579980730079114, "loss_mask": 0.2657022876664996, "loss_maskiou": 0.004849463890423067, "loss_sem_seg": 0.18538178759627044, "lr": 0.001, "mask_rcnn/accuracy": 0.8870348547027507, "mask_rcnn/false_negative": 0.0876514490872434, "mask_rcnn/false_positive": 0.1302522719275939, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 23.5, "time": 0.7523180264979601, "total_loss": 1.4645914196808008} {"data_time": 0.01741830911487341, "eta_seconds": 31490.517253412865, "iteration": 228479, "loss_fcos_cls": 0.20889204158447683, "loss_fcos_ctr": 0.6157602593302727, "loss_fcos_loc": 0.1760389037663117, "loss_mask": 0.23933130782097578, "loss_maskiou": 0.004351180119556375, "loss_sem_seg": 0.2006431263871491, "lr": 0.001, "mask_rcnn/accuracy": 0.9001522383146807, "mask_rcnn/false_negative": 0.09735486422410783, "mask_rcnn/false_positive": 0.1097297949986325, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.5, "time": 0.7650617007166147, "total_loss": 1.4809833497856744} {"data_time": 0.01686545368283987, "eta_seconds": 31451.58795376029, "iteration": 228499, "loss_fcos_cls": 0.20798492227913812, "loss_fcos_ctr": 0.6170223946683109, "loss_fcos_loc": 0.1698799110017717, "loss_mask": 0.24798991484567523, "loss_maskiou": 0.00496550578463939, "loss_sem_seg": 0.20818694401532412, "lr": 0.001, "mask_rcnn/accuracy": 0.8766679748822606, "mask_rcnn/false_negative": 0.0997827563000623, "mask_rcnn/false_positive": 0.13443841362955056, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 24.5, "time": 0.7578877666965127, "total_loss": 1.4621688713668846} {"data_time": 0.01659280713647604, "eta_seconds": 31430.131330230273, "iteration": 228519, "loss_fcos_cls": 0.20172792091034353, "loss_fcos_ctr": 0.6138506289571524, "loss_fcos_loc": 0.16946026729419827, "loss_mask": 0.25088535621762276, "loss_maskiou": 0.004360127917607315, "loss_sem_seg": 0.21034869668073952, "lr": 0.001, "mask_rcnn/accuracy": 0.8892028025050065, "mask_rcnn/false_negative": 0.08169235105377656, "mask_rcnn/false_positive": 0.1250342678718404, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 25.0, "time": 0.7695269752293825, "total_loss": 1.4676046072563622} {"data_time": 0.015966556034982204, "eta_seconds": 31414.977341015823, "iteration": 228539, "loss_fcos_cls": 0.2160316777881235, "loss_fcos_ctr": 0.6192931546829641, "loss_fcos_loc": 0.18348238937323913, "loss_mask": 0.25916841346770525, "loss_maskiou": 0.005165079863218125, "loss_sem_seg": 0.22201836435124278, "lr": 0.001, "mask_rcnn/accuracy": 0.8767312796330653, "mask_rcnn/false_negative": 0.11525551130310613, "mask_rcnn/false_positive": 0.14207777353385714, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.25, "time": 0.7654222855344415, "total_loss": 1.5241219136150903} {"data_time": 0.017580353654921055, "eta_seconds": 31406.11687409412, "iteration": 228559, "loss_fcos_cls": 0.2104307203553617, "loss_fcos_ctr": 0.6215540210250765, "loss_fcos_loc": 0.18758413672912866, "loss_mask": 0.2695430498570204, "loss_maskiou": 0.005415981970145367, "loss_sem_seg": 0.20361817348748446, "lr": 0.001, "mask_rcnn/accuracy": 0.8755881519274377, "mask_rcnn/false_negative": 0.10080439111078504, "mask_rcnn/false_positive": 0.15742346736844154, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7595724975690246, "total_loss": 1.510262187654007} {"data_time": 0.01559735182672739, "eta_seconds": 31420.366146113724, "iteration": 228579, "loss_fcos_cls": 0.20464586623711511, "loss_fcos_ctr": 0.6162010480184108, "loss_fcos_loc": 0.16700672107981518, "loss_mask": 0.24553242744877934, "loss_maskiou": 0.004440566546691116, "loss_sem_seg": 0.2109026163816452, "lr": 0.001, "mask_rcnn/accuracy": 0.8913082406385978, "mask_rcnn/false_negative": 0.07614719007125417, "mask_rcnn/false_positive": 0.14617900558479682, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 26.0, "time": 0.7606665678322315, "total_loss": 1.4610963468439877} {"data_time": 0.01611773669719696, "eta_seconds": 31385.59631897416, "iteration": 228599, "loss_fcos_cls": 0.2115187798626721, "loss_fcos_ctr": 0.6159736446570605, "loss_fcos_loc": 0.18058880779426545, "loss_mask": 0.2521032430231571, "loss_maskiou": 0.004707053572928999, "loss_sem_seg": 0.21313256351277232, "lr": 0.001, "mask_rcnn/accuracy": 0.8911818083839336, "mask_rcnn/false_negative": 0.09511117975276875, "mask_rcnn/false_positive": 0.12231906073598511, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 24.5, "time": 0.7380224736407399, "total_loss": 1.4784552028868347} {"data_time": 0.016491779126226902, "eta_seconds": 31403.907622929662, "iteration": 228619, "loss_fcos_cls": 0.21336207259446383, "loss_fcos_ctr": 0.6157664679922163, "loss_fcos_loc": 0.17548934085061774, "loss_mask": 0.2554577919654548, "loss_maskiou": 0.0051152652013115585, "loss_sem_seg": 0.199188569560647, "lr": 0.001, "mask_rcnn/accuracy": 0.8640898122866281, "mask_rcnn/false_negative": 0.12463725762180328, "mask_rcnn/false_positive": 0.15160160164153752, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.5, "time": 0.771867074072361, "total_loss": 1.4618412292766152} {"data_time": 0.01596736442297697, "eta_seconds": 31368.23593101371, "iteration": 228639, "loss_fcos_cls": 0.21030684746801853, "loss_fcos_ctr": 0.6168303396552801, "loss_fcos_loc": 0.16070796747226268, "loss_mask": 0.2500114133581519, "loss_maskiou": 0.00482825139988563, "loss_sem_seg": 0.2033969615586102, "lr": 0.001, "mask_rcnn/accuracy": 0.8746125309391491, "mask_rcnn/false_negative": 0.09767917757994948, "mask_rcnn/false_positive": 0.1379932875756259, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.5, "time": 0.7509419349953532, "total_loss": 1.4402069684219896} {"data_time": 0.01493959128856659, "eta_seconds": 31329.33885672968, "iteration": 228659, "loss_fcos_cls": 0.2028734686318785, "loss_fcos_ctr": 0.6169816749170423, "loss_fcos_loc": 0.17440401343628764, "loss_mask": 0.2606960218399763, "loss_maskiou": 0.005010637498344295, "loss_sem_seg": 0.21673009637743235, "lr": 0.001, "mask_rcnn/accuracy": 0.8799832432973189, "mask_rcnn/false_negative": 0.09624605466788613, "mask_rcnn/false_positive": 0.151461279303997, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.5, "time": 0.7509643128141761, "total_loss": 1.4656497302676144} {"data_time": 0.016295718029141426, "eta_seconds": 31311.32354899589, "iteration": 228679, "loss_fcos_cls": 0.21828018262749538, "loss_fcos_ctr": 0.6164398910477757, "loss_fcos_loc": 0.18212656653486192, "loss_mask": 0.25927824527025223, "loss_maskiou": 0.005334145254892064, "loss_sem_seg": 0.20223129261285067, "lr": 0.001, "mask_rcnn/accuracy": 0.8945191624519712, "mask_rcnn/false_negative": 0.09037226970556603, "mask_rcnn/false_positive": 0.11530872764860897, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.5, "time": 0.7512432746589184, "total_loss": 1.487117118704191} {"data_time": 0.016288911923766136, "eta_seconds": 31293.745427300222, "iteration": 228699, "loss_fcos_cls": 0.20063085644505918, "loss_fcos_ctr": 0.6174480742774904, "loss_fcos_loc": 0.17274141445523128, "loss_mask": 0.25977390073239803, "loss_maskiou": 0.004869638309173752, "loss_sem_seg": 0.1947286247741431, "lr": 0.001, "mask_rcnn/accuracy": 0.8893353174603174, "mask_rcnn/false_negative": 0.06834722800778034, "mask_rcnn/false_positive": 0.11767223551734157, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 25.25, "time": 0.7645878242328763, "total_loss": 1.4647614974346652} {"data_time": 0.017431716434657574, "eta_seconds": 31277.7720400393, "iteration": 228719, "loss_fcos_cls": 0.20446299482136965, "loss_fcos_ctr": 0.6135338135063648, "loss_fcos_loc": 0.15745674492791295, "loss_mask": 0.24858743976801634, "loss_maskiou": 0.0048306610697181895, "loss_sem_seg": 0.2083085246849805, "lr": 0.001, "mask_rcnn/accuracy": 0.8869388300191872, "mask_rcnn/false_negative": 0.10419386956945562, "mask_rcnn/false_positive": 0.10918842597129538, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7627747114747763, "total_loss": 1.447111196059268} {"data_time": 0.015503425151109695, "eta_seconds": 31263.437448871322, "iteration": 228739, "loss_fcos_cls": 0.20890916255302727, "loss_fcos_ctr": 0.6159388236701488, "loss_fcos_loc": 0.17229662043973804, "loss_mask": 0.262709672562778, "loss_maskiou": 0.005000225224648602, "loss_sem_seg": 0.18892459757626057, "lr": 0.001, "mask_rcnn/accuracy": 0.8967948717948717, "mask_rcnn/false_negative": 0.09117485204671769, "mask_rcnn/false_positive": 0.12169548102837077, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.5, "time": 0.7698980811983347, "total_loss": 1.4647192360425834} {"data_time": 0.015466522425413132, "eta_seconds": 31253.55612564739, "iteration": 228759, "loss_fcos_cls": 0.2047596639022231, "loss_fcos_ctr": 0.6178562240675092, "loss_fcos_loc": 0.1734812925569713, "loss_mask": 0.2613414479419589, "loss_maskiou": 0.004763443750562146, "loss_sem_seg": 0.18524572788737714, "lr": 0.001, "mask_rcnn/accuracy": 0.8860862492094175, "mask_rcnn/false_negative": 0.09855190927347468, "mask_rcnn/false_positive": 0.14057524308057118, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.757095648907125, "total_loss": 1.4849988935893634} {"data_time": 0.016524278558790684, "eta_seconds": 31262.05974982027, "iteration": 228779, "loss_fcos_cls": 0.20566401816904545, "loss_fcos_ctr": 0.6167756356298923, "loss_fcos_loc": 0.16967994667356834, "loss_mask": 0.24935578275471926, "loss_maskiou": 0.0044581653746718075, "loss_sem_seg": 0.20351753616705537, "lr": 0.001, "mask_rcnn/accuracy": 0.8863432309860881, "mask_rcnn/false_negative": 0.10920654712144337, "mask_rcnn/false_positive": 0.1438046590027265, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 33.5, "time": 0.761191226541996, "total_loss": 1.4312374765286222} {"data_time": 0.015906858257949352, "eta_seconds": 31269.378681502305, "iteration": 228799, "loss_fcos_cls": 0.20946720195934176, "loss_fcos_ctr": 0.6170316338539124, "loss_fcos_loc": 0.17289872220135294, "loss_mask": 0.250616361387074, "loss_maskiou": 0.00456052998197265, "loss_sem_seg": 0.2085381259676069, "lr": 0.001, "mask_rcnn/accuracy": 0.900864679009089, "mask_rcnn/false_negative": 0.0716984960049227, "mask_rcnn/false_positive": 0.13846066234634724, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 24.75, "time": 0.7638741051778197, "total_loss": 1.440644930320559} {"data_time": 0.016218209639191628, "eta_seconds": 31231.723698050715, "iteration": 228819, "loss_fcos_cls": 0.19663459178991616, "loss_fcos_ctr": 0.6138114780187607, "loss_fcos_loc": 0.17337292665615678, "loss_mask": 0.2516979780048132, "loss_maskiou": 0.0052933643746655434, "loss_sem_seg": 0.1861244245665148, "lr": 0.001, "mask_rcnn/accuracy": 0.8984644769762008, "mask_rcnn/false_negative": 0.09679078969515323, "mask_rcnn/false_positive": 0.1046014746645986, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 23.25, "time": 0.756307315081358, "total_loss": 1.431260441619088} {"data_time": 0.016068709082901478, "eta_seconds": 31192.929940781556, "iteration": 228839, "loss_fcos_cls": 0.20166451600380242, "loss_fcos_ctr": 0.6182791208848357, "loss_fcos_loc": 0.1800780556513928, "loss_mask": 0.2653789697214961, "loss_maskiou": 0.004581070941640064, "loss_sem_seg": 0.1967857340350747, "lr": 0.001, "mask_rcnn/accuracy": 0.8895968543667467, "mask_rcnn/false_negative": 0.10432697885408888, "mask_rcnn/false_positive": 0.12837719865032754, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 34.5, "time": 0.7644204795360565, "total_loss": 1.485840839195589} {"data_time": 0.017401828430593014, "eta_seconds": 31201.38764628116, "iteration": 228859, "loss_fcos_cls": 0.21066033910028636, "loss_fcos_ctr": 0.6178046097047627, "loss_fcos_loc": 0.18656766356434673, "loss_mask": 0.27021789737045765, "loss_maskiou": 0.0048263555727317, "loss_sem_seg": 0.21982176415622234, "lr": 0.001, "mask_rcnn/accuracy": 0.882666143380429, "mask_rcnn/false_negative": 0.09508082988186589, "mask_rcnn/false_positive": 0.136597608878958, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.5, "time": 0.765404487028718, "total_loss": 1.509773761848919} {"data_time": 0.016098621301352978, "eta_seconds": 31186.219620396383, "iteration": 228879, "loss_fcos_cls": 0.1973196272738278, "loss_fcos_ctr": 0.615500396117568, "loss_fcos_loc": 0.17260538844857365, "loss_mask": 0.24692498706281185, "loss_maskiou": 0.0044366989022819325, "loss_sem_seg": 0.20876683807000518, "lr": 0.001, "mask_rcnn/accuracy": 0.9040672038045987, "mask_rcnn/false_negative": 0.0873045854041214, "mask_rcnn/false_positive": 0.11077761614987752, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 34.0, "time": 0.7573364283889532, "total_loss": 1.435059794326662} {"data_time": 0.019743917509913445, "eta_seconds": 31180.41457886994, "iteration": 228899, "loss_fcos_cls": 0.20663000317290425, "loss_fcos_ctr": 0.6148169254884124, "loss_fcos_loc": 0.16887675327598117, "loss_mask": 0.24991723336279392, "loss_maskiou": 0.004160637698078062, "loss_sem_seg": 0.20954500185325742, "lr": 0.001, "mask_rcnn/accuracy": 0.878386175898931, "mask_rcnn/false_negative": 0.08891911979809916, "mask_rcnn/false_positive": 0.14591632871143678, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 23.25, "time": 0.7762988982722163, "total_loss": 1.4715785218795645} {"data_time": 0.016376935876905918, "eta_seconds": 31185.24587023724, "iteration": 228919, "loss_fcos_cls": 0.20438822952564806, "loss_fcos_ctr": 0.6141509525477886, "loss_fcos_loc": 0.16850104311015457, "loss_mask": 0.24173216987401247, "loss_maskiou": 0.004505628356128, "loss_sem_seg": 0.1834003577241674, "lr": 0.001, "mask_rcnn/accuracy": 0.8963490831115055, "mask_rcnn/false_negative": 0.08890433916502324, "mask_rcnn/false_positive": 0.14320290360349994, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7601318582892418, "total_loss": 1.409722489064734} {"data_time": 0.01657261699438095, "eta_seconds": 31181.381290121935, "iteration": 228939, "loss_fcos_cls": 0.20954572618938982, "loss_fcos_ctr": 0.6171264131553471, "loss_fcos_loc": 0.17268339730799198, "loss_mask": 0.2506151841953397, "loss_maskiou": 0.0045888108215876855, "loss_sem_seg": 0.1976155600277707, "lr": 0.001, "mask_rcnn/accuracy": 0.8966265403747931, "mask_rcnn/false_negative": 0.0957748410932791, "mask_rcnn/false_positive": 0.11823359554505572, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.5, "time": 0.7638059230521321, "total_loss": 1.4376050085702445} {"data_time": 0.016285005025565624, "eta_seconds": 31154.881228801794, "iteration": 228959, "loss_fcos_cls": 0.20172403537435457, "loss_fcos_ctr": 0.6128855915740132, "loss_fcos_loc": 0.16764399874955416, "loss_mask": 0.2590013686567545, "loss_maskiou": 0.0043021743949793745, "loss_sem_seg": 0.1969837425276637, "lr": 0.001, "mask_rcnn/accuracy": 0.9054883910085774, "mask_rcnn/false_negative": 0.09242362955626163, "mask_rcnn/false_positive": 0.11546539033072456, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 23.0, "time": 0.7433707593008876, "total_loss": 1.4485516536660725} {"data_time": 0.016213174909353256, "eta_seconds": 31146.390720976517, "iteration": 228979, "loss_fcos_cls": 0.2064707879908383, "loss_fcos_ctr": 0.6172334961593151, "loss_fcos_loc": 0.17813415080308914, "loss_mask": 0.26116766780614853, "loss_maskiou": 0.004987812455510721, "loss_sem_seg": 0.20223921578144655, "lr": 0.001, "mask_rcnn/accuracy": 0.8845541390184247, "mask_rcnn/false_negative": 0.1125712101559278, "mask_rcnn/false_positive": 0.13343107249757755, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.5, "time": 0.768444842658937, "total_loss": 1.4752548275937443} {"data_time": 0.016027510166168213, "eta_seconds": 31131.205137630925, "iteration": 228999, "loss_fcos_cls": 0.2164049162529409, "loss_fcos_ctr": 0.6171566820703447, "loss_fcos_loc": 0.1787320531439036, "loss_mask": 0.25781925627961755, "loss_maskiou": 0.0046438192803179845, "loss_sem_seg": 0.21646059397608042, "lr": 0.001, "mask_rcnn/accuracy": 0.8957077982054891, "mask_rcnn/false_negative": 0.09519321975225051, "mask_rcnn/false_positive": 0.10822105069333152, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 25.75, "time": 0.7653900645673275, "total_loss": 1.5003804153384408} {"data_time": 0.01594793889671564, "eta_seconds": 31132.170294134878, "iteration": 229019, "loss_fcos_cls": 0.20476520049851388, "loss_fcos_ctr": 0.6171796252019703, "loss_fcos_loc": 0.17789231869392097, "loss_mask": 0.2589160343632102, "loss_maskiou": 0.0043944310818915255, "loss_sem_seg": 0.21395097486674786, "lr": 0.001, "mask_rcnn/accuracy": 0.8828363488252444, "mask_rcnn/false_negative": 0.10723679373545533, "mask_rcnn/false_positive": 0.12576906035030794, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 22.25, "time": 0.7602030737325549, "total_loss": 1.5019384433835512} {"data_time": 0.015705520287156105, "eta_seconds": 31135.761047385633, "iteration": 229039, "loss_fcos_cls": 0.20353596133645624, "loss_fcos_ctr": 0.6156299840658903, "loss_fcos_loc": 0.17628683266229928, "loss_mask": 0.24120028596371412, "loss_maskiou": 0.004633396303688642, "loss_sem_seg": 0.2265676645329222, "lr": 0.001, "mask_rcnn/accuracy": 0.8861968840659726, "mask_rcnn/false_negative": 0.09321720895490238, "mask_rcnn/false_positive": 0.12894039179872524, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.75, "time": 0.7607732936739922, "total_loss": 1.4900246636043448} {"data_time": 0.017396879382431507, "eta_seconds": 31112.310933102854, "iteration": 229059, "loss_fcos_cls": 0.20544268167577684, "loss_fcos_ctr": 0.6191525217145681, "loss_fcos_loc": 0.1713389497017488, "loss_mask": 0.2515988424420357, "loss_maskiou": 0.0043007865351682995, "loss_sem_seg": 0.20267164311371744, "lr": 0.001, "mask_rcnn/accuracy": 0.870520556373958, "mask_rcnn/false_negative": 0.08363158966403675, "mask_rcnn/false_positive": 0.14853458911271328, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.25, "time": 0.7503821766003966, "total_loss": 1.460963944435207} {"data_time": 0.01579858921468258, "eta_seconds": 31097.112324894406, "iteration": 229079, "loss_fcos_cls": 0.21549070707987994, "loss_fcos_ctr": 0.6176662240177393, "loss_fcos_loc": 0.1844773143529892, "loss_mask": 0.2583121480420232, "loss_maskiou": 0.0051381943526394025, "loss_sem_seg": 0.1967379974666983, "lr": 0.001, "mask_rcnn/accuracy": 0.9028169561093669, "mask_rcnn/false_negative": 0.08603939809519921, "mask_rcnn/false_positive": 0.12000584076755166, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.5, "time": 0.7556432709097862, "total_loss": 1.4869490273631527} {"data_time": 0.015844710171222687, "eta_seconds": 31075.68231856171, "iteration": 229099, "loss_fcos_cls": 0.2132191490381956, "loss_fcos_ctr": 0.6148667931556702, "loss_fcos_loc": 0.18096935655921698, "loss_mask": 0.24644093308597803, "loss_maskiou": 0.004836613647057675, "loss_sem_seg": 0.2118691010400653, "lr": 0.001, "mask_rcnn/accuracy": 0.8942663043478261, "mask_rcnn/false_negative": 0.09210112066670119, "mask_rcnn/false_positive": 0.12213193093355473, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.5, "time": 0.7909827074036002, "total_loss": 1.503047476595384} {"data_time": 0.015381701290607452, "eta_seconds": 31050.050115583465, "iteration": 229119, "loss_fcos_cls": 0.19762890331912786, "loss_fcos_ctr": 0.6165030766278505, "loss_fcos_loc": 0.16941217065323144, "loss_mask": 0.2508604871109128, "loss_maskiou": 0.0040189867140725255, "loss_sem_seg": 0.16432352364063263, "lr": 0.001, "mask_rcnn/accuracy": 0.8967636714014746, "mask_rcnn/false_negative": 0.08138670339496464, "mask_rcnn/false_positive": 0.09988754955585068, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.7560647893697023, "total_loss": 1.4227486425224924} {"data_time": 0.016366269439458847, "eta_seconds": 31039.141354888678, "iteration": 229139, "loss_fcos_cls": 0.20530249428702518, "loss_fcos_ctr": 0.6159555218182504, "loss_fcos_loc": 0.16576943726977333, "loss_mask": 0.26037198258563876, "loss_maskiou": 0.004805689386557788, "loss_sem_seg": 0.19435942824929953, "lr": 0.001, "mask_rcnn/accuracy": 0.8775812211677123, "mask_rcnn/false_negative": 0.0961143971783461, "mask_rcnn/false_positive": 0.14801536060310683, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7605518884956837, "total_loss": 1.4477521900334978} {"data_time": 0.017144206911325455, "eta_seconds": 31023.94880387187, "iteration": 229159, "loss_fcos_cls": 0.21036241995170712, "loss_fcos_ctr": 0.6148759503848851, "loss_fcos_loc": 0.1719727049348876, "loss_mask": 0.24939148407429457, "loss_maskiou": 0.004598895771778189, "loss_sem_seg": 0.20633585518226027, "lr": 0.001, "mask_rcnn/accuracy": 0.8872060911628803, "mask_rcnn/false_negative": 0.1076436972593845, "mask_rcnn/false_positive": 0.1239870239462597, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 36.5, "time": 0.7511875201016665, "total_loss": 1.4359099693683675} {"data_time": 0.016559968702495098, "eta_seconds": 31004.98685388174, "iteration": 229179, "loss_fcos_cls": 0.20581804355606437, "loss_fcos_ctr": 0.615482316352427, "loss_fcos_loc": 0.1752008255571127, "loss_mask": 0.26643591467291117, "loss_maskiou": 0.004707456042524427, "loss_sem_seg": 0.23393871122971177, "lr": 0.001, "mask_rcnn/accuracy": 0.8679279040221289, "mask_rcnn/false_negative": 0.11541886222387776, "mask_rcnn/false_positive": 0.16011415692739656, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.0, "time": 0.7551742112264037, "total_loss": 1.5027794311317848} {"data_time": 0.01571009401232004, "eta_seconds": 30977.15490613971, "iteration": 229199, "loss_fcos_cls": 0.21212258376181126, "loss_fcos_ctr": 0.616885962896049, "loss_fcos_loc": 0.17774420784553513, "loss_mask": 0.25389341823756695, "loss_maskiou": 0.004878835377894575, "loss_sem_seg": 0.18379289866425097, "lr": 0.001, "mask_rcnn/accuracy": 0.8960359163601646, "mask_rcnn/false_negative": 0.08704472022240356, "mask_rcnn/false_positive": 0.14168556054278933, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.25, "time": 0.7356799086555839, "total_loss": 1.4524970269776531} {"data_time": 0.014824890531599522, "eta_seconds": 30969.635993503034, "iteration": 229219, "loss_fcos_cls": 0.2120198153425008, "loss_fcos_ctr": 0.6170358611270785, "loss_fcos_loc": 0.17004580912180245, "loss_mask": 0.25153193064033985, "loss_maskiou": 0.00454002453625435, "loss_sem_seg": 0.1862723445519805, "lr": 0.001, "mask_rcnn/accuracy": 0.8955493804664723, "mask_rcnn/false_negative": 0.09499909751147514, "mask_rcnn/false_positive": 0.11082607182995911, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 21.25, "time": 0.7652149284258485, "total_loss": 1.4490659248403972} {"data_time": 0.018562501296401024, "eta_seconds": 30969.313390550204, "iteration": 229239, "loss_fcos_cls": 0.20492064906284213, "loss_fcos_ctr": 0.6179335629567504, "loss_fcos_loc": 0.17149869597051293, "loss_mask": 0.24727615993469954, "loss_maskiou": 0.004648885093047284, "loss_sem_seg": 0.19078869139775634, "lr": 0.001, "mask_rcnn/accuracy": 0.8952148738994816, "mask_rcnn/false_negative": 0.0831468559308238, "mask_rcnn/false_positive": 0.12347964003638706, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.75, "time": 0.7676636017858982, "total_loss": 1.455316973850131} {"data_time": 0.01692803017795086, "eta_seconds": 30947.986048787832, "iteration": 229259, "loss_fcos_cls": 0.19753177976235747, "loss_fcos_ctr": 0.6143680643290281, "loss_fcos_loc": 0.1690303897485137, "loss_mask": 0.25772310607135296, "loss_maskiou": 0.0042211036052322015, "loss_sem_seg": 0.207989466143772, "lr": 0.001, "mask_rcnn/accuracy": 0.9018793683631989, "mask_rcnn/false_negative": 0.09269655092482171, "mask_rcnn/false_positive": 0.12059190505781914, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 32.5, "time": 0.7645282447338104, "total_loss": 1.4401776965605677} {"data_time": 0.01738778967410326, "eta_seconds": 30938.9222682612, "iteration": 229279, "loss_fcos_cls": 0.20741863292641938, "loss_fcos_ctr": 0.6181130511686206, "loss_fcos_loc": 0.18031727359630167, "loss_mask": 0.26013815496116877, "loss_maskiou": 0.004564354938338511, "loss_sem_seg": 0.20358095760457218, "lr": 0.001, "mask_rcnn/accuracy": 0.8804838329412762, "mask_rcnn/false_negative": 0.10475076317244984, "mask_rcnn/false_positive": 0.12137522242811696, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 33.25, "time": 0.7619717642664909, "total_loss": 1.4911298631195677} {"data_time": 0.015438895672559738, "eta_seconds": 30948.793710465543, "iteration": 229299, "loss_fcos_cls": 0.20042969472706318, "loss_fcos_ctr": 0.6178443785756826, "loss_fcos_loc": 0.16479375993367285, "loss_mask": 0.25192780513316393, "loss_maskiou": 0.004516882883763174, "loss_sem_seg": 0.19727505778428167, "lr": 0.001, "mask_rcnn/accuracy": 0.8870454216169226, "mask_rcnn/false_negative": 0.09713727055525809, "mask_rcnn/false_positive": 0.12892921818499492, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.25, "time": 0.7692257668823004, "total_loss": 1.4786775281318114} {"data_time": 0.015785991214215755, "eta_seconds": 30898.65192432236, "iteration": 229319, "loss_fcos_cls": 0.20150187169201672, "loss_fcos_ctr": 0.6149814603850245, "loss_fcos_loc": 0.17671985097695142, "loss_mask": 0.2588780247606337, "loss_maskiou": 0.00437809583672788, "loss_sem_seg": 0.18686513463035226, "lr": 0.001, "mask_rcnn/accuracy": 0.886654166050713, "mask_rcnn/false_negative": 0.09602829823388165, "mask_rcnn/false_positive": 0.14028680566777524, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.0, "time": 0.7560014547780156, "total_loss": 1.4350023509396124} {"data_time": 0.014702086336910725, "eta_seconds": 30887.215844720602, "iteration": 229339, "loss_fcos_cls": 0.20468453061766922, "loss_fcos_ctr": 0.6166053470224142, "loss_fcos_loc": 0.17064649472013116, "loss_mask": 0.24560857936739922, "loss_maskiou": 0.005006710412999382, "loss_sem_seg": 0.1962156945373863, "lr": 0.001, "mask_rcnn/accuracy": 0.9051471167170572, "mask_rcnn/false_negative": 0.07379963098831185, "mask_rcnn/false_positive": 0.1251950335299221, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.5, "time": 0.7662789151072502, "total_loss": 1.4544245163342566} {"data_time": 0.016174023039638996, "eta_seconds": 30872.023293703794, "iteration": 229359, "loss_fcos_cls": 0.19418819074053317, "loss_fcos_ctr": 0.6167796654626727, "loss_fcos_loc": 0.16841401357669383, "loss_mask": 0.246551392134279, "loss_maskiou": 0.004320551459386479, "loss_sem_seg": 0.19615900958888233, "lr": 0.001, "mask_rcnn/accuracy": 0.8901018559597752, "mask_rcnn/false_negative": 0.10673692043915761, "mask_rcnn/false_positive": 0.11711685763241308, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 25.25, "time": 0.750140548683703, "total_loss": 1.4211083289119415} {"data_time": 0.015402456745505333, "eta_seconds": 30849.53714167606, "iteration": 229379, "loss_fcos_cls": 0.20265259151346982, "loss_fcos_ctr": 0.6126279151067138, "loss_fcos_loc": 0.16242275154218078, "loss_mask": 0.24175001867115498, "loss_maskiou": 0.004760502110002562, "loss_sem_seg": 0.20601444668136537, "lr": 0.001, "mask_rcnn/accuracy": 0.8988312018886502, "mask_rcnn/false_negative": 0.09452549849500472, "mask_rcnn/false_positive": 0.13196768354477453, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 24.5, "time": 0.7619378566741943, "total_loss": 1.4486188608279917} {"data_time": 0.015934327617287636, "eta_seconds": 30823.00998962205, "iteration": 229399, "loss_fcos_cls": 0.20919659291394055, "loss_fcos_ctr": 0.6152108376845717, "loss_fcos_loc": 0.1744962262455374, "loss_mask": 0.23943956149742007, "loss_maskiou": 0.004911574149446096, "loss_sem_seg": 0.21175101050175726, "lr": 0.001, "mask_rcnn/accuracy": 0.888934442824749, "mask_rcnn/false_negative": 0.08414476223957817, "mask_rcnn/false_positive": 0.129663950843207, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7412709388881922, "total_loss": 1.4656701897001767} {"data_time": 0.01639295555651188, "eta_seconds": 30805.687852294184, "iteration": 229419, "loss_fcos_cls": 0.20218388456851244, "loss_fcos_ctr": 0.6160694090649486, "loss_fcos_loc": 0.1753190696472302, "loss_mask": 0.25233863666653633, "loss_maskiou": 0.004548142942439881, "loss_sem_seg": 0.19198982557281852, "lr": 0.001, "mask_rcnn/accuracy": 0.8836091434560015, "mask_rcnn/false_negative": 0.10045413601258527, "mask_rcnn/false_positive": 0.13921480530203167, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.25, "time": 0.7447118423879147, "total_loss": 1.472682617190003} {"data_time": 0.016379752196371555, "eta_seconds": 30797.884573318996, "iteration": 229439, "loss_fcos_cls": 0.20960837323218584, "loss_fcos_ctr": 0.6198410307988524, "loss_fcos_loc": 0.1844142991467379, "loss_mask": 0.2564244447275996, "loss_maskiou": 0.004524891839537304, "loss_sem_seg": 0.1872197394259274, "lr": 0.001, "mask_rcnn/accuracy": 0.8702865873410921, "mask_rcnn/false_negative": 0.10524238960919427, "mask_rcnn/false_positive": 0.15127464030693044, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7627951595932245, "total_loss": 1.4601769491491723} {"data_time": 0.01571896392852068, "eta_seconds": 30782.69861411024, "iteration": 229459, "loss_fcos_cls": 0.19925069995224476, "loss_fcos_ctr": 0.6161302011460066, "loss_fcos_loc": 0.17422357416944578, "loss_mask": 0.25042158737778664, "loss_maskiou": 0.004614588935510255, "loss_sem_seg": 0.18345245928503573, "lr": 0.001, "mask_rcnn/accuracy": 0.8852908459895585, "mask_rcnn/false_negative": 0.09566372582313776, "mask_rcnn/false_positive": 0.13256753288729567, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.75, "time": 0.7426282893866301, "total_loss": 1.4230340676331252} {"data_time": 0.017077147029340267, "eta_seconds": 30762.2764904676, "iteration": 229479, "loss_fcos_cls": 0.21705836663022637, "loss_fcos_ctr": 0.6171900853514671, "loss_fcos_loc": 0.1768058438319713, "loss_mask": 0.2683217078447342, "loss_maskiou": 0.005069894046755508, "loss_sem_seg": 0.20151026989333332, "lr": 0.001, "mask_rcnn/accuracy": 0.885890504850589, "mask_rcnn/false_negative": 0.10797980058818826, "mask_rcnn/false_positive": 0.11241028305149277, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.0, "time": 0.7573676723986864, "total_loss": 1.4964918601181125} {"data_time": 0.015403227880597115, "eta_seconds": 30742.899084963836, "iteration": 229499, "loss_fcos_cls": 0.20319921779446304, "loss_fcos_ctr": 0.6130264867097139, "loss_fcos_loc": 0.16217007860541344, "loss_mask": 0.23946445994079113, "loss_maskiou": 0.0046749828034080565, "loss_sem_seg": 0.19336954364553094, "lr": 0.001, "mask_rcnn/accuracy": 0.9034388600160561, "mask_rcnn/false_negative": 0.07779038022077651, "mask_rcnn/false_positive": 0.11560569445445723, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.25, "time": 0.74245969299227, "total_loss": 1.4261417262532632} {"data_time": 0.017345285043120384, "eta_seconds": 30722.980704743415, "iteration": 229519, "loss_fcos_cls": 0.20457329018972814, "loss_fcos_ctr": 0.6184626501053572, "loss_fcos_loc": 0.1684974847594276, "loss_mask": 0.26105567067861557, "loss_maskiou": 0.004791402767295949, "loss_sem_seg": 0.21745219209697098, "lr": 0.001, "mask_rcnn/accuracy": 0.8829264895613418, "mask_rcnn/false_negative": 0.09002714749647951, "mask_rcnn/false_positive": 0.14224867974075942, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 23.75, "time": 0.7558270143344998, "total_loss": 1.4884099020200665} {"data_time": 0.015371122397482395, "eta_seconds": 30703.021032976918, "iteration": 229539, "loss_fcos_cls": 0.20536522613838315, "loss_fcos_ctr": 0.6188292298465967, "loss_fcos_loc": 0.1785393177997321, "loss_mask": 0.2609972944483161, "loss_maskiou": 0.004523288360360311, "loss_sem_seg": 0.19520880468189716, "lr": 0.001, "mask_rcnn/accuracy": 0.8834470012494794, "mask_rcnn/false_negative": 0.11997366580176755, "mask_rcnn/false_positive": 0.1137421499036046, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 28.75, "time": 0.7533290004357696, "total_loss": 1.445655122748576} {"data_time": 0.01651091407984495, "eta_seconds": 30687.844432777725, "iteration": 229559, "loss_fcos_cls": 0.19771252060309052, "loss_fcos_ctr": 0.6136136092245579, "loss_fcos_loc": 0.16906538815237582, "loss_mask": 0.2516976515762508, "loss_maskiou": 0.004852937607211061, "loss_sem_seg": 0.20458581415005028, "lr": 0.001, "mask_rcnn/accuracy": 0.9091806365403304, "mask_rcnn/false_negative": 0.08191675125356922, "mask_rcnn/false_positive": 0.10518021280570615, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 24.25, "time": 0.7589854532852769, "total_loss": 1.4426755539752776} {"data_time": 0.015062008984386921, "eta_seconds": 30656.875119397417, "iteration": 229579, "loss_fcos_cls": 0.18201745278201997, "loss_fcos_ctr": 0.61344747338444, "loss_fcos_loc": 0.1681846329011023, "loss_mask": 0.24606070667505264, "loss_maskiou": 0.00444848662300501, "loss_sem_seg": 0.1876142886467278, "lr": 0.001, "mask_rcnn/accuracy": 0.8745283452723613, "mask_rcnn/false_negative": 0.1092835848600861, "mask_rcnn/false_positive": 0.12134845345992179, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.25, "time": 0.7368508456274867, "total_loss": 1.4109161327651236} {"data_time": 0.016537223011255264, "eta_seconds": 30625.216767710634, "iteration": 229599, "loss_fcos_cls": 0.19142902368912473, "loss_fcos_ctr": 0.6097878068685532, "loss_fcos_loc": 0.15865779522573575, "loss_mask": 0.24661099817603827, "loss_maskiou": 0.004761770320328651, "loss_sem_seg": 0.1846042494289577, "lr": 0.001, "mask_rcnn/accuracy": 0.9025354654056745, "mask_rcnn/false_negative": 0.08848048802260042, "mask_rcnn/false_positive": 0.12259674422577924, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 24.5, "time": 0.747437302954495, "total_loss": 1.3976563540709321} {"data_time": 0.016139800660312176, "eta_seconds": 30598.44287542347, "iteration": 229619, "loss_fcos_cls": 0.2102149318670854, "loss_fcos_ctr": 0.6142101138830185, "loss_fcos_loc": 0.165753043780569, "loss_mask": 0.25757292844355106, "loss_maskiou": 0.0042385051638120785, "loss_sem_seg": 0.19735318224411458, "lr": 0.001, "mask_rcnn/accuracy": 0.9028573225064673, "mask_rcnn/false_negative": 0.08870376496674229, "mask_rcnn/false_positive": 0.10703517679305703, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.5, "time": 0.7558441227301955, "total_loss": 1.4327475559803133} {"data_time": 0.016811893321573734, "eta_seconds": 30621.182901982218, "iteration": 229639, "loss_fcos_cls": 0.20936316438019276, "loss_fcos_ctr": 0.6143945790827274, "loss_fcos_loc": 0.164851677371189, "loss_mask": 0.2400416899472475, "loss_maskiou": 0.004299353120586602, "loss_sem_seg": 0.19222409697249532, "lr": 0.001, "mask_rcnn/accuracy": 0.8961395928853468, "mask_rcnn/false_negative": 0.07799941024952126, "mask_rcnn/false_positive": 0.1136316741906222, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 33.0, "time": 0.7681186888366938, "total_loss": 1.4194007808291644} {"data_time": 0.015789675526320934, "eta_seconds": 30605.887712200172, "iteration": 229659, "loss_fcos_cls": 0.19614724989514798, "loss_fcos_ctr": 0.6119953244924545, "loss_fcos_loc": 0.1590832305373624, "loss_mask": 0.2452603247947991, "loss_maskiou": 0.004628748538380023, "loss_sem_seg": 0.19485238858032972, "lr": 0.001, "mask_rcnn/accuracy": 0.8942593363876163, "mask_rcnn/false_negative": 0.08162682140397645, "mask_rcnn/false_positive": 0.12115610593167028, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 23.5, "time": 0.7442766670137644, "total_loss": 1.4478602210438112} {"data_time": 0.016684222035109997, "eta_seconds": 30592.694758364, "iteration": 229679, "loss_fcos_cls": 0.19992642872966826, "loss_fcos_ctr": 0.6157469595782459, "loss_fcos_loc": 0.16604711208492517, "loss_mask": 0.24227225687354803, "loss_maskiou": 0.004221424394927453, "loss_sem_seg": 0.18045939272269607, "lr": 0.001, "mask_rcnn/accuracy": 0.893758423180593, "mask_rcnn/false_negative": 0.09375467172457824, "mask_rcnn/false_positive": 0.11843123950018387, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.0, "time": 0.7582267187535763, "total_loss": 1.4227470282057766} {"data_time": 0.016896399669349194, "eta_seconds": 30577.52018692065, "iteration": 229699, "loss_fcos_cls": 0.1993192742811516, "loss_fcos_ctr": 0.6175757450982928, "loss_fcos_loc": 0.16769580903928727, "loss_mask": 0.25243387883529067, "loss_maskiou": 0.004359557700809091, "loss_sem_seg": 0.1765297008678317, "lr": 0.001, "mask_rcnn/accuracy": 0.877642381983734, "mask_rcnn/false_negative": 0.09201215130988968, "mask_rcnn/false_positive": 0.13548305067432803, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.75, "time": 0.7680280739441514, "total_loss": 1.4393751507013803} {"data_time": 0.014937924221158028, "eta_seconds": 30571.191071558744, "iteration": 229719, "loss_fcos_cls": 0.2046240814961493, "loss_fcos_ctr": 0.613910149782896, "loss_fcos_loc": 0.16703345405403525, "loss_mask": 0.2569288178347051, "loss_maskiou": 0.005182130757020786, "loss_sem_seg": 0.18559734732843935, "lr": 0.001, "mask_rcnn/accuracy": 0.8949714719804005, "mask_rcnn/false_negative": 0.10915446896789628, "mask_rcnn/false_positive": 0.1061980232833887, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 22.5, "time": 0.7685978058725595, "total_loss": 1.4467131093151693} {"data_time": 0.01658445131033659, "eta_seconds": 30547.171044033952, "iteration": 229739, "loss_fcos_cls": 0.21190199255943298, "loss_fcos_ctr": 0.6166653549298644, "loss_fcos_loc": 0.1696500739781186, "loss_mask": 0.2610252252779901, "loss_maskiou": 0.004766133890370838, "loss_sem_seg": 0.20154826156795025, "lr": 0.001, "mask_rcnn/accuracy": 0.9033194502290711, "mask_rcnn/false_negative": 0.09024991820292055, "mask_rcnn/false_positive": 0.10702002119249573, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 25.75, "time": 0.7633916418999434, "total_loss": 1.4698111417819746} {"data_time": 0.014659557491540909, "eta_seconds": 30537.840690818615, "iteration": 229759, "loss_fcos_cls": 0.20595602551475167, "loss_fcos_ctr": 0.6154618612490594, "loss_fcos_loc": 0.16833079350180924, "loss_mask": 0.2521167416125536, "loss_maskiou": 0.004817313136300072, "loss_sem_seg": 0.2055805278941989, "lr": 0.001, "mask_rcnn/accuracy": 0.8772445666578319, "mask_rcnn/false_negative": 0.10751709577116161, "mask_rcnn/false_positive": 0.13359894700077923, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 30.5, "time": 0.7678209124132991, "total_loss": 1.4582584929448785} {"data_time": 0.0169750964269042, "eta_seconds": 30516.821901147254, "iteration": 229779, "loss_fcos_cls": 0.20133127854205668, "loss_fcos_ctr": 0.6148826768621802, "loss_fcos_loc": 0.17140474973712116, "loss_mask": 0.2618017802014947, "loss_maskiou": 0.004903193635982461, "loss_sem_seg": 0.21324459556490183, "lr": 0.001, "mask_rcnn/accuracy": 0.8924028223329465, "mask_rcnn/false_negative": 0.09879390638155053, "mask_rcnn/false_positive": 0.12463719962048461, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 26.5, "time": 0.753487978130579, "total_loss": 1.4492019600656931} {"data_time": 0.014934072270989418, "eta_seconds": 30496.44382988941, "iteration": 229799, "loss_fcos_cls": 0.19347450393252075, "loss_fcos_ctr": 0.6184116397053003, "loss_fcos_loc": 0.1720272758975625, "loss_mask": 0.2527816924266517, "loss_maskiou": 0.00467193568147195, "loss_sem_seg": 0.21158606885001063, "lr": 0.001, "mask_rcnn/accuracy": 0.8845169208448613, "mask_rcnn/false_negative": 0.08947629735390758, "mask_rcnn/false_positive": 0.1335274109273973, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 32.75, "time": 0.7596508665010333, "total_loss": 1.4481666600622702} {"data_time": 0.018194109201431274, "eta_seconds": 30483.27374627348, "iteration": 229819, "loss_fcos_cls": 0.19913563877344131, "loss_fcos_ctr": 0.6155795892700553, "loss_fcos_loc": 0.16784680052660406, "loss_mask": 0.2452347967773676, "loss_maskiou": 0.003983240323577775, "loss_sem_seg": 0.20092741411644965, "lr": 0.001, "mask_rcnn/accuracy": 0.8877670697908793, "mask_rcnn/false_negative": 0.09532411997937729, "mask_rcnn/false_positive": 0.12725282962843976, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 34.5, "time": 0.7609526813030243, "total_loss": 1.4464563169021858} {"data_time": 0.015525802969932556, "eta_seconds": 30469.952544629574, "iteration": 229839, "loss_fcos_cls": 0.21359573071822524, "loss_fcos_ctr": 0.6186750270426273, "loss_fcos_loc": 0.18157279150909744, "loss_mask": 0.2595339505933225, "loss_maskiou": 0.004497578673181124, "loss_sem_seg": 0.21082497900351882, "lr": 0.001, "mask_rcnn/accuracy": 0.8891374232619877, "mask_rcnn/false_negative": 0.08798187119013788, "mask_rcnn/false_positive": 0.11317790310474043, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.5, "time": 0.7669359492138028, "total_loss": 1.4778969994586078} {"data_time": 0.017073258757591248, "eta_seconds": 30454.77864331007, "iteration": 229859, "loss_fcos_cls": 0.20085634151473641, "loss_fcos_ctr": 0.6157800601795316, "loss_fcos_loc": 0.17739724600687623, "loss_mask": 0.2517754635773599, "loss_maskiou": 0.004496394052694086, "loss_sem_seg": 0.2015923608560115, "lr": 0.001, "mask_rcnn/accuracy": 0.8912084856189417, "mask_rcnn/false_negative": 0.08886399773862327, "mask_rcnn/false_positive": 0.1505843331589615, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.5, "time": 0.7688197465613484, "total_loss": 1.4741449997200107} {"data_time": 0.017171303741633892, "eta_seconds": 30435.755899081938, "iteration": 229879, "loss_fcos_cls": 0.20447265153052285, "loss_fcos_ctr": 0.6182678905315697, "loss_fcos_loc": 0.1783641242654994, "loss_mask": 0.2450032327324152, "loss_maskiou": 0.00478955092785327, "loss_sem_seg": 0.18211075442377478, "lr": 0.001, "mask_rcnn/accuracy": 0.885860798543733, "mask_rcnn/false_negative": 0.08957404981217454, "mask_rcnn/false_positive": 0.132063996994147, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 37.5, "time": 0.7496308349072933, "total_loss": 1.4374047404689918} {"data_time": 0.015870009548962116, "eta_seconds": 30414.174542019144, "iteration": 229899, "loss_fcos_cls": 0.20672300597652793, "loss_fcos_ctr": 0.6172222192399204, "loss_fcos_loc": 0.17650951340328902, "loss_mask": 0.2618601438589394, "loss_maskiou": 0.004568550255498849, "loss_sem_seg": 0.1886277937446721, "lr": 0.001, "mask_rcnn/accuracy": 0.8920614674441205, "mask_rcnn/false_negative": 0.07576416399996963, "mask_rcnn/false_positive": 0.14877732581369163, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7512653386220336, "total_loss": 1.4503179167077178} {"data_time": 0.017290346324443817, "eta_seconds": 30390.223144071177, "iteration": 229919, "loss_fcos_cls": 0.2054184884764254, "loss_fcos_ctr": 0.6183521253988147, "loss_fcos_loc": 0.18063511268701404, "loss_mask": 0.25781716872006655, "loss_maskiou": 0.004740125878015533, "loss_sem_seg": 0.1969517315737903, "lr": 0.001, "mask_rcnn/accuracy": 0.8860309069279886, "mask_rcnn/false_negative": 0.0987268723585343, "mask_rcnn/false_positive": 0.1350932344577782, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 27.25, "time": 0.759193898178637, "total_loss": 1.4870796569011873} {"data_time": 0.017681327648460865, "eta_seconds": 30357.679540005513, "iteration": 229939, "loss_fcos_cls": 0.2005048228893429, "loss_fcos_ctr": 0.6183438152074814, "loss_fcos_loc": 0.17812767112627625, "loss_mask": 0.25754277873784304, "loss_maskiou": 0.004750621985294856, "loss_sem_seg": 0.20473687071353197, "lr": 0.001, "mask_rcnn/accuracy": 0.8674790501249254, "mask_rcnn/false_negative": 0.0983216221065906, "mask_rcnn/false_positive": 0.1587670652513947, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.5, "time": 0.7568014115095139, "total_loss": 1.4802103802212514} {"data_time": 0.015754089690744877, "eta_seconds": 30342.52381271962, "iteration": 229959, "loss_fcos_cls": 0.2188981119543314, "loss_fcos_ctr": 0.6151664899662137, "loss_fcos_loc": 0.1749984718626365, "loss_mask": 0.2505641467869282, "loss_maskiou": 0.004803165145858657, "loss_sem_seg": 0.2060048384591937, "lr": 0.001, "mask_rcnn/accuracy": 0.8932515097875885, "mask_rcnn/false_negative": 0.10470855010493799, "mask_rcnn/false_positive": 0.1333723480702736, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.75, "time": 0.7466658959165215, "total_loss": 1.4512298494992137} {"data_time": 0.016629870980978012, "eta_seconds": 30328.677056983113, "iteration": 229979, "loss_fcos_cls": 0.1983107051346451, "loss_fcos_ctr": 0.6160811586305499, "loss_fcos_loc": 0.17505169461946934, "loss_mask": 0.24047672282904387, "loss_maskiou": 0.004068918788107112, "loss_sem_seg": 0.19116338109597564, "lr": 0.001, "mask_rcnn/accuracy": 0.8803821102909248, "mask_rcnn/false_negative": 0.10505294226337816, "mask_rcnn/false_positive": 0.13570342517558337, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 23.0, "time": 0.7760827960446477, "total_loss": 1.415386684871919} {"data_time": 0.014825205318629742, "eta_seconds": 30288.416024438106, "iteration": 229999, "loss_fcos_cls": 0.20790661487262696, "loss_fcos_ctr": 0.6160940732806921, "loss_fcos_loc": 0.17124682245776057, "loss_mask": 0.24550480488687754, "loss_maskiou": 0.004529366560745984, "loss_sem_seg": 0.20403133612126112, "lr": 0.001, "mask_rcnn/accuracy": 0.8695527621492167, "mask_rcnn/false_negative": 0.10117307423365587, "mask_rcnn/false_positive": 0.14016180332722794, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 29.25, "time": 0.7564081810414791, "total_loss": 1.4480034285152215} {"data_time": 0.015871139243245125, "eta_seconds": 30294.278363063, "iteration": 230019, "loss_fcos_cls": 0.19414298655465245, "loss_fcos_ctr": 0.6160699492320418, "loss_fcos_loc": 0.16938086855225265, "loss_mask": 0.24160202406346798, "loss_maskiou": 0.004165712671237998, "loss_sem_seg": 0.18354831938631833, "lr": 0.001, "mask_rcnn/accuracy": 0.8832733877964141, "mask_rcnn/false_negative": 0.08631961837908517, "mask_rcnn/false_positive": 0.1557920818647665, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.0, "time": 0.7622623080387712, "total_loss": 1.4148000430614047} {"data_time": 0.015710935927927494, "eta_seconds": 30266.49900744483, "iteration": 230039, "loss_fcos_cls": 0.21397350216284394, "loss_fcos_ctr": 0.6220258781686425, "loss_fcos_loc": 0.18149838084354997, "loss_mask": 0.2651566509157419, "loss_maskiou": 0.004600202228175476, "loss_sem_seg": 0.18886973429471254, "lr": 0.001, "mask_rcnn/accuracy": 0.8805921052631579, "mask_rcnn/false_negative": 0.09533215631429978, "mask_rcnn/false_positive": 0.14614140990005509, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.5, "time": 0.7506421124562621, "total_loss": 1.482667107200541} {"data_time": 0.016778667457401752, "eta_seconds": 30263.96968807932, "iteration": 230059, "loss_fcos_cls": 0.21475089248269796, "loss_fcos_ctr": 0.6170344203710556, "loss_fcos_loc": 0.17897529003676027, "loss_mask": 0.2526137004606426, "loss_maskiou": 0.004557163789286278, "loss_sem_seg": 0.21253135951701552, "lr": 0.001, "mask_rcnn/accuracy": 0.8845470006184292, "mask_rcnn/false_negative": 0.09232010791861983, "mask_rcnn/false_positive": 0.14841851412270973, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7690895302221179, "total_loss": 1.4865166088347905} {"data_time": 0.018313368782401085, "eta_seconds": 30252.481120839715, "iteration": 230079, "loss_fcos_cls": 0.19810573861468583, "loss_fcos_ctr": 0.618563418276608, "loss_fcos_loc": 0.17663397965952754, "loss_mask": 0.2508635204285383, "loss_maskiou": 0.004463660208784859, "loss_sem_seg": 0.20696625695563853, "lr": 0.001, "mask_rcnn/accuracy": 0.8930303602922651, "mask_rcnn/false_negative": 0.09911414431673052, "mask_rcnn/false_positive": 0.12036620599829323, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.75, "time": 0.760879835113883, "total_loss": 1.4361466042610118} {"data_time": 0.015738320536911488, "eta_seconds": 30228.591512961313, "iteration": 230099, "loss_fcos_cls": 0.20644146925769746, "loss_fcos_ctr": 0.6165356496348977, "loss_fcos_loc": 0.18477832828648388, "loss_mask": 0.25885596591979265, "loss_maskiou": 0.004833952796616359, "loss_sem_seg": 0.2044087778776884, "lr": 0.001, "mask_rcnn/accuracy": 0.8973575575550417, "mask_rcnn/false_negative": 0.09107083208837034, "mask_rcnn/false_positive": 0.12423943764498269, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 28.75, "time": 0.7796465521678329, "total_loss": 1.5009852938674157} {"data_time": 0.015310071408748627, "eta_seconds": 30218.5066756038, "iteration": 230119, "loss_fcos_cls": 0.2017358939629048, "loss_fcos_ctr": 0.6149376453831792, "loss_fcos_loc": 0.1707527608377859, "loss_mask": 0.25342151056975126, "loss_maskiou": 0.004370461392682046, "loss_sem_seg": 0.19298132963012904, "lr": 0.001, "mask_rcnn/accuracy": 0.876167817873418, "mask_rcnn/false_negative": 0.08899463486139722, "mask_rcnn/false_positive": 0.1761913452330806, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 32.0, "time": 0.7669358337298036, "total_loss": 1.4439130682694667} {"data_time": 0.01662874687463045, "eta_seconds": 30190.75891333446, "iteration": 230139, "loss_fcos_cls": 0.19067922630347311, "loss_fcos_ctr": 0.6153039541095495, "loss_fcos_loc": 0.16332104813773185, "loss_mask": 0.252693859860301, "loss_maskiou": 0.004951211220031837, "loss_sem_seg": 0.20210147672332823, "lr": 0.001, "mask_rcnn/accuracy": 0.8904548143452552, "mask_rcnn/false_negative": 0.07897264445461029, "mask_rcnn/false_positive": 0.1223146895183439, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.5, "time": 0.758465614169836, "total_loss": 1.4365639462484978} {"data_time": 0.018613996915519238, "eta_seconds": 30179.36968726106, "iteration": 230159, "loss_fcos_cls": 0.20923581218812615, "loss_fcos_ctr": 0.6182084232568741, "loss_fcos_loc": 0.17764985538087785, "loss_mask": 0.25409308541566133, "loss_maskiou": 0.004724397702375427, "loss_sem_seg": 0.19779982790350914, "lr": 0.001, "mask_rcnn/accuracy": 0.8712922433608842, "mask_rcnn/false_negative": 0.11572012262917256, "mask_rcnn/false_positive": 0.14062869899844327, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 33.25, "time": 0.7485143477097154, "total_loss": 1.4728009312784707} {"data_time": 0.016386169008910656, "eta_seconds": 30173.04366312828, "iteration": 230179, "loss_fcos_cls": 0.18770316941663623, "loss_fcos_ctr": 0.6157015087082982, "loss_fcos_loc": 0.16848299244884402, "loss_mask": 0.2555881626904011, "loss_maskiou": 0.005087895075121196, "loss_sem_seg": 0.1904896041378379, "lr": 0.001, "mask_rcnn/accuracy": 0.8914637445887446, "mask_rcnn/false_negative": 0.09017777334377755, "mask_rcnn/false_positive": 0.12777351009702856, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.0, "time": 0.759823958389461, "total_loss": 1.4267658023600234} {"data_time": 0.016451044008135796, "eta_seconds": 30193.004175852053, "iteration": 230199, "loss_fcos_cls": 0.19587317848345265, "loss_fcos_ctr": 0.6156173907220364, "loss_fcos_loc": 0.16520283673889935, "loss_mask": 0.24273001262918115, "loss_maskiou": 0.00446477659716038, "loss_sem_seg": 0.1947019463405013, "lr": 0.001, "mask_rcnn/accuracy": 0.8806178721488596, "mask_rcnn/false_negative": 0.09936377327602686, "mask_rcnn/false_positive": 0.1486705469411294, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.75, "time": 0.7734597437083721, "total_loss": 1.436364227811282} {"data_time": 0.016250336542725563, "eta_seconds": 30155.23745046649, "iteration": 230219, "loss_fcos_cls": 0.20188245247118175, "loss_fcos_ctr": 0.612599840387702, "loss_fcos_loc": 0.17514821933582425, "loss_mask": 0.2553848261013627, "loss_maskiou": 0.004846217154408805, "loss_sem_seg": 0.17299166880548, "lr": 0.001, "mask_rcnn/accuracy": 0.8892181872749099, "mask_rcnn/false_negative": 0.09145482228893148, "mask_rcnn/false_positive": 0.15460916958947016, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.0, "time": 0.7439467534422874, "total_loss": 1.4341902083106106} {"data_time": 0.016054208390414715, "eta_seconds": 30140.076827329583, "iteration": 230239, "loss_fcos_cls": 0.21026881784200668, "loss_fcos_ctr": 0.6169401463121176, "loss_fcos_loc": 0.1743624255177565, "loss_mask": 0.254375409334898, "loss_maskiou": 0.004839067827560939, "loss_sem_seg": 0.19537605624645948, "lr": 0.001, "mask_rcnn/accuracy": 0.8756305268402043, "mask_rcnn/false_negative": 0.11443732638994414, "mask_rcnn/false_positive": 0.12005889430248969, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7659129779785872, "total_loss": 1.478409965238825} {"data_time": 0.016870700754225254, "eta_seconds": 30118.636541711167, "iteration": 230259, "loss_fcos_cls": 0.2125669689849019, "loss_fcos_ctr": 0.6143690422177315, "loss_fcos_loc": 0.16437475197017193, "loss_mask": 0.26181248342618346, "loss_maskiou": 0.0052732576805283315, "loss_sem_seg": 0.20179278915748, "lr": 0.001, "mask_rcnn/accuracy": 0.8882286910721162, "mask_rcnn/false_negative": 0.09178054155607224, "mask_rcnn/false_positive": 0.13274621310541984, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 23.0, "time": 0.7554623335599899, "total_loss": 1.4757613976325956} {"data_time": 0.014902054332196712, "eta_seconds": 30103.479078868404, "iteration": 230279, "loss_fcos_cls": 0.2049252181313932, "loss_fcos_ctr": 0.6162819238379598, "loss_fcos_loc": 0.1717194551602006, "loss_mask": 0.2582783317193389, "loss_maskiou": 0.004732302390038967, "loss_sem_seg": 0.20627711806446314, "lr": 0.001, "mask_rcnn/accuracy": 0.9098446196660482, "mask_rcnn/false_negative": 0.10502550889930379, "mask_rcnn/false_positive": 0.10811972039654544, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.0, "time": 0.7616946576163173, "total_loss": 1.4484503031417262} {"data_time": 0.015985785983502865, "eta_seconds": 30083.616544900462, "iteration": 230299, "loss_fcos_cls": 0.19974825787357986, "loss_fcos_ctr": 0.6142901498824358, "loss_fcos_loc": 0.16237982851453125, "loss_mask": 0.24842216167598963, "loss_maskiou": 0.004361853199952748, "loss_sem_seg": 0.18276614556089044, "lr": 0.001, "mask_rcnn/accuracy": 0.887694435882461, "mask_rcnn/false_negative": 0.07929207615707887, "mask_rcnn/false_positive": 0.1330798229224579, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7548148473724723, "total_loss": 1.4288873954865267} {"data_time": 0.016378474421799183, "eta_seconds": 30058.170441510156, "iteration": 230319, "loss_fcos_cls": 0.20671726786531508, "loss_fcos_ctr": 0.6174865998327732, "loss_fcos_loc": 0.17872383014764637, "loss_mask": 0.2671811734326184, "loss_maskiou": 0.005025732189096743, "loss_sem_seg": 0.18070663698017597, "lr": 0.001, "mask_rcnn/accuracy": 0.8819916057639272, "mask_rcnn/false_negative": 0.09521369945303126, "mask_rcnn/false_positive": 0.15321537068960273, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 31.5, "time": 0.7339517958462238, "total_loss": 1.453093229829392} {"data_time": 0.01716129668056965, "eta_seconds": 30012.569373032078, "iteration": 230339, "loss_fcos_cls": 0.20192334288731217, "loss_fcos_ctr": 0.6137216836214066, "loss_fcos_loc": 0.16808633820619434, "loss_mask": 0.2503509996458888, "loss_maskiou": 0.00452510407922091, "loss_sem_seg": 0.18725063046440482, "lr": 0.001, "mask_rcnn/accuracy": 0.8932439529866001, "mask_rcnn/false_negative": 0.08420301180520148, "mask_rcnn/false_positive": 0.10975472031456135, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 25.5, "time": 0.7523359283804893, "total_loss": 1.4502532477126806} {"data_time": 0.017572631128132343, "eta_seconds": 29997.43482303433, "iteration": 230359, "loss_fcos_cls": 0.20524806063622236, "loss_fcos_ctr": 0.6141784135252237, "loss_fcos_loc": 0.1717764618806541, "loss_mask": 0.26436575362458825, "loss_maskiou": 0.0042750901193358, "loss_sem_seg": 0.20200542904785834, "lr": 0.001, "mask_rcnn/accuracy": 0.890891290726817, "mask_rcnn/false_negative": 0.10232723280270135, "mask_rcnn/false_positive": 0.1303410222457698, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 33.25, "time": 0.7585711386054754, "total_loss": 1.4608756275338237} {"data_time": 0.01578214019536972, "eta_seconds": 29982.300273036584, "iteration": 230379, "loss_fcos_cls": 0.2072753943502903, "loss_fcos_ctr": 0.6168700335547328, "loss_fcos_loc": 0.17654662125278264, "loss_mask": 0.2502283058129251, "loss_maskiou": 0.004636935431335587, "loss_sem_seg": 0.22414688719436526, "lr": 0.001, "mask_rcnn/accuracy": 0.8874998683004436, "mask_rcnn/false_negative": 0.08105451519679872, "mask_rcnn/false_positive": 0.12018104051219722, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 38.0, "time": 0.7591630015522242, "total_loss": 1.4590539065975463} {"data_time": 0.015909338369965553, "eta_seconds": 29970.689104775898, "iteration": 230399, "loss_fcos_cls": 0.21271308651193976, "loss_fcos_ctr": 0.6170855965465307, "loss_fcos_loc": 0.1834052987396717, "loss_mask": 0.256512857042253, "loss_maskiou": 0.004666692530008731, "loss_sem_seg": 0.19375719921663404, "lr": 0.001, "mask_rcnn/accuracy": 0.8847058781258983, "mask_rcnn/false_negative": 0.1027252993728593, "mask_rcnn/false_positive": 0.16420961188280245, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.0, "time": 0.7471748236566782, "total_loss": 1.4911049195507076} {"data_time": 0.015866818837821484, "eta_seconds": 29978.58981156815, "iteration": 230419, "loss_fcos_cls": 0.21029109635856003, "loss_fcos_ctr": 0.6187076289206743, "loss_fcos_loc": 0.17423294892068952, "loss_mask": 0.25452782958745956, "loss_maskiou": 0.00474490426495322, "loss_sem_seg": 0.19055266422219574, "lr": 0.001, "mask_rcnn/accuracy": 0.8984733767648936, "mask_rcnn/false_negative": 0.08040025408494536, "mask_rcnn/false_positive": 0.1134850103218879, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 23.5, "time": 0.7664662273600698, "total_loss": 1.4623572182681528} {"data_time": 0.016036796383559704, "eta_seconds": 29946.06239164062, "iteration": 230439, "loss_fcos_cls": 0.19862064416520298, "loss_fcos_ctr": 0.6173256309702992, "loss_fcos_loc": 0.17230077963904478, "loss_mask": 0.24947131145745516, "loss_maskiou": 0.004191896747215651, "loss_sem_seg": 0.2028360664844513, "lr": 0.001, "mask_rcnn/accuracy": 0.8843116342922711, "mask_rcnn/false_negative": 0.11079541608161494, "mask_rcnn/false_positive": 0.1228745142775601, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.25, "time": 0.753300316631794, "total_loss": 1.430711903351039} {"data_time": 0.01614801585674286, "eta_seconds": 29948.293871787377, "iteration": 230459, "loss_fcos_cls": 0.2079640959855169, "loss_fcos_ctr": 0.6188827229198068, "loss_fcos_loc": 0.17041297652758658, "loss_mask": 0.256079968996346, "loss_maskiou": 0.005080487149825785, "loss_sem_seg": 0.19199875462800264, "lr": 0.001, "mask_rcnn/accuracy": 0.8755991032776747, "mask_rcnn/false_negative": 0.08910472673301735, "mask_rcnn/false_positive": 0.13499714641800148, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 37.75, "time": 0.7574346289038658, "total_loss": 1.4634301627156674} {"data_time": 0.016226327046751976, "eta_seconds": 29910.14378702175, "iteration": 230479, "loss_fcos_cls": 0.2164407034870237, "loss_fcos_ctr": 0.6153002288192511, "loss_fcos_loc": 0.17239780072122812, "loss_mask": 0.25855488795787096, "loss_maskiou": 0.004691554080636706, "loss_sem_seg": 0.21214453829452395, "lr": 0.001, "mask_rcnn/accuracy": 0.8827165693321354, "mask_rcnn/false_negative": 0.08242784058520265, "mask_rcnn/false_positive": 0.15036277319629804, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.5, "time": 0.7419536914676428, "total_loss": 1.4786852512916084} {"data_time": 0.015907147899270058, "eta_seconds": 29917.997932006605, "iteration": 230499, "loss_fcos_cls": 0.20395656733307987, "loss_fcos_ctr": 0.614327049581334, "loss_fcos_loc": 0.17124014522414654, "loss_mask": 0.2558184997178614, "loss_maskiou": 0.004449696294614114, "loss_sem_seg": 0.18450502585619688, "lr": 0.001, "mask_rcnn/accuracy": 0.8857670002236872, "mask_rcnn/false_negative": 0.09747506336332996, "mask_rcnn/false_positive": 0.12817697258797903, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 26.0, "time": 0.7697179634124041, "total_loss": 1.4448972400568891} {"data_time": 0.017710808664560318, "eta_seconds": 29892.85438149888, "iteration": 230519, "loss_fcos_cls": 0.19734563131351024, "loss_fcos_ctr": 0.6154897315427661, "loss_fcos_loc": 0.16411526285810396, "loss_mask": 0.24167834129184484, "loss_maskiou": 0.004382239727419801, "loss_sem_seg": 0.1832974161952734, "lr": 0.001, "mask_rcnn/accuracy": 0.9038645506279435, "mask_rcnn/false_negative": 0.07202698168164387, "mask_rcnn/false_positive": 0.11026076131344642, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 24.25, "time": 0.754565292969346, "total_loss": 1.4257704414776526} {"data_time": 0.01532518956810236, "eta_seconds": 29864.734798706137, "iteration": 230539, "loss_fcos_cls": 0.2032594446791336, "loss_fcos_ctr": 0.6159470211714506, "loss_fcos_loc": 0.1686130518792197, "loss_mask": 0.25292472541332245, "loss_maskiou": 0.0046289206729852594, "loss_sem_seg": 0.21663715271279216, "lr": 0.001, "mask_rcnn/accuracy": 0.8642257309197299, "mask_rcnn/false_negative": 0.1230750767659566, "mask_rcnn/false_positive": 0.1493693897431106, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 33.75, "time": 0.7311224369332194, "total_loss": 1.468800656406529} {"data_time": 0.017164574936032295, "eta_seconds": 29841.094318835065, "iteration": 230559, "loss_fcos_cls": 0.2021089440677315, "loss_fcos_ctr": 0.6153057212941349, "loss_fcos_loc": 0.1722096335142851, "loss_mask": 0.25157043244689703, "loss_maskiou": 0.004548882970993873, "loss_sem_seg": 0.20502419350668788, "lr": 0.001, "mask_rcnn/accuracy": 0.8860477658805458, "mask_rcnn/false_negative": 0.09472409282227799, "mask_rcnn/false_positive": 0.12384208980635471, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 25.0, "time": 0.7496892577037215, "total_loss": 1.4569412355631357} {"data_time": 0.015255561098456383, "eta_seconds": 29847.42566229496, "iteration": 230579, "loss_fcos_cls": 0.20711058005690575, "loss_fcos_ctr": 0.61709388718009, "loss_fcos_loc": 0.17388019536156207, "loss_mask": 0.2648811209946871, "loss_maskiou": 0.005124476980199688, "loss_sem_seg": 0.18653805230860598, "lr": 0.001, "mask_rcnn/accuracy": 0.8894741086089608, "mask_rcnn/false_negative": 0.09072926250424064, "mask_rcnn/false_positive": 0.16062735849510157, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7835365142673254, "total_loss": 1.4650226145240595} {"data_time": 0.014521709643304348, "eta_seconds": 29860.959673384205, "iteration": 230599, "loss_fcos_cls": 0.2097721272148192, "loss_fcos_ctr": 0.6157103423029184, "loss_fcos_loc": 0.17023385898210108, "loss_mask": 0.2517827684059739, "loss_maskiou": 0.004547797725535929, "loss_sem_seg": 0.19366824603639543, "lr": 0.001, "mask_rcnn/accuracy": 0.8819929901634753, "mask_rcnn/false_negative": 0.10258322518305196, "mask_rcnn/false_positive": 0.14102162881831182, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.75, "time": 0.7839295361191034, "total_loss": 1.4391006799123716} {"data_time": 0.01690441183745861, "eta_seconds": 29841.135063467547, "iteration": 230619, "loss_fcos_cls": 0.2126525905332528, "loss_fcos_ctr": 0.6155117722228169, "loss_fcos_loc": 0.16992310399655253, "loss_mask": 0.26249808352440596, "loss_maskiou": 0.004737555253086612, "loss_sem_seg": 0.19808331527747214, "lr": 0.001, "mask_rcnn/accuracy": 0.8878133603713718, "mask_rcnn/false_negative": 0.09465781274465788, "mask_rcnn/false_positive": 0.11846414065063612, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 23.75, "time": 0.7553762905299664, "total_loss": 1.4495258953902521} {"data_time": 0.018158473074436188, "eta_seconds": 29810.145602754317, "iteration": 230639, "loss_fcos_cls": 0.20144190668361261, "loss_fcos_ctr": 0.6141691277734935, "loss_fcos_loc": 0.17011212394572794, "loss_mask": 0.2482540486380458, "loss_maskiou": 0.004342605374404229, "loss_sem_seg": 0.18783050635829568, "lr": 0.001, "mask_rcnn/accuracy": 0.8873706268221575, "mask_rcnn/false_negative": 0.08522664732370061, "mask_rcnn/false_positive": 0.153408880782618, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 40.0, "time": 0.7460307776927948, "total_loss": 1.4274522811028874} {"data_time": 0.016760908998548985, "eta_seconds": 29779.531370529905, "iteration": 230659, "loss_fcos_cls": 0.19976707204477862, "loss_fcos_ctr": 0.6145381731912494, "loss_fcos_loc": 0.17212144751101732, "loss_mask": 0.2532333545386791, "loss_maskiou": 0.004640240505977999, "loss_sem_seg": 0.185289247892797, "lr": 0.001, "mask_rcnn/accuracy": 0.8854581353089181, "mask_rcnn/false_negative": 0.10441808254125473, "mask_rcnn/false_positive": 0.11190907095397185, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.75, "time": 0.7366846660152078, "total_loss": 1.4286025888650329} {"data_time": 0.016269125044345856, "eta_seconds": 29771.71113028843, "iteration": 230679, "loss_fcos_cls": 0.2066559442318976, "loss_fcos_ctr": 0.6187926474958658, "loss_fcos_loc": 0.18021698552183807, "loss_mask": 0.2468696804717183, "loss_maskiou": 0.005130488541908562, "loss_sem_seg": 0.19073842582292855, "lr": 0.001, "mask_rcnn/accuracy": 0.8831726738314374, "mask_rcnn/false_negative": 0.10639189817327668, "mask_rcnn/false_positive": 0.14460903786525464, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 26.75, "time": 0.7626075074076653, "total_loss": 1.4558024933223805} {"data_time": 0.016681622713804245, "eta_seconds": 29749.25300305523, "iteration": 230699, "loss_fcos_cls": 0.20655264670494944, "loss_fcos_ctr": 0.6165246777236462, "loss_fcos_loc": 0.17618082818808034, "loss_mask": 0.26139729330316186, "loss_maskiou": 0.004766964499140158, "loss_sem_seg": 0.18462233862373978, "lr": 0.001, "mask_rcnn/accuracy": 0.8981277556030596, "mask_rcnn/false_negative": 0.08445872106123997, "mask_rcnn/false_positive": 0.10933285627103631, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.757450258359313, "total_loss": 1.4615103395590268} {"data_time": 0.01631422434002161, "eta_seconds": 29720.464413867332, "iteration": 230719, "loss_fcos_cls": 0.1902348347939551, "loss_fcos_ctr": 0.6110968645662069, "loss_fcos_loc": 0.1575546774547547, "loss_mask": 0.2443174896761775, "loss_maskiou": 0.004318133125707391, "loss_sem_seg": 0.19705006293952465, "lr": 0.001, "mask_rcnn/accuracy": 0.8938489217641541, "mask_rcnn/false_negative": 0.10052341799581407, "mask_rcnn/false_positive": 0.1438705447675701, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.75, "time": 0.7369009852409363, "total_loss": 1.4113661749561288} {"data_time": 0.015617189928889275, "eta_seconds": 29703.430598272942, "iteration": 230739, "loss_fcos_cls": 0.20677914889529347, "loss_fcos_ctr": 0.6141480971127748, "loss_fcos_loc": 0.17076384380925447, "loss_mask": 0.2587455129250884, "loss_maskiou": 0.0046286818833323196, "loss_sem_seg": 0.19415932660922408, "lr": 0.001, "mask_rcnn/accuracy": 0.8718284611141754, "mask_rcnn/false_negative": 0.09959588138626024, "mask_rcnn/false_positive": 0.15413344804854173, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 32.25, "time": 0.7555333338677883, "total_loss": 1.465087972501351} {"data_time": 0.01673809438943863, "eta_seconds": 29687.529381102882, "iteration": 230759, "loss_fcos_cls": 0.20485469058621675, "loss_fcos_ctr": 0.615321209654212, "loss_fcos_loc": 0.1629669243702665, "loss_mask": 0.2485696543008089, "loss_maskiou": 0.004352041920355987, "loss_sem_seg": 0.19579587946645916, "lr": 0.001, "mask_rcnn/accuracy": 0.8745470230502916, "mask_rcnn/false_negative": 0.09291541808835879, "mask_rcnn/false_positive": 0.11785067697989157, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.0, "time": 0.7619503680616617, "total_loss": 1.4597053793841042} {"data_time": 0.015130050480365753, "eta_seconds": 29673.168067417108, "iteration": 230779, "loss_fcos_cls": 0.19868011446669698, "loss_fcos_ctr": 0.6142094368115067, "loss_fcos_loc": 0.17092183080967516, "loss_mask": 0.24238769430667162, "loss_maskiou": 0.004272090503945947, "loss_sem_seg": 0.16823840735014528, "lr": 0.001, "mask_rcnn/accuracy": 0.9143705393705394, "mask_rcnn/false_negative": 0.06748353293405182, "mask_rcnn/false_positive": 0.10107996004066008, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 24.5, "time": 0.7558059766888618, "total_loss": 1.4062690526625374} {"data_time": 0.015602892264723778, "eta_seconds": 29653.665460173972, "iteration": 230799, "loss_fcos_cls": 0.19782710971776396, "loss_fcos_ctr": 0.6204339368268847, "loss_fcos_loc": 0.1745109722833149, "loss_mask": 0.2575410637073219, "loss_maskiou": 0.004464235622435808, "loss_sem_seg": 0.20188961876556277, "lr": 0.001, "mask_rcnn/accuracy": 0.8892320085929108, "mask_rcnn/false_negative": 0.08838826672497448, "mask_rcnn/false_positive": 0.1396951506591337, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.0, "time": 0.7499119462445378, "total_loss": 1.4576531328784768} {"data_time": 0.01535947248339653, "eta_seconds": 29638.536424965598, "iteration": 230819, "loss_fcos_cls": 0.20202577614691108, "loss_fcos_ctr": 0.6144693726673722, "loss_fcos_loc": 0.17077184235677123, "loss_mask": 0.2598845884203911, "loss_maskiou": 0.004906830174149945, "loss_sem_seg": 0.19309366517700255, "lr": 0.001, "mask_rcnn/accuracy": 0.8848188468935961, "mask_rcnn/false_negative": 0.09007937551913661, "mask_rcnn/false_positive": 0.1280237640885107, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7568048620596528, "total_loss": 1.4398163039368228} {"data_time": 0.0180944437161088, "eta_seconds": 29627.774271133356, "iteration": 230839, "loss_fcos_cls": 0.19969825446605682, "loss_fcos_ctr": 0.6168107180856168, "loss_fcos_loc": 0.17487808514852077, "loss_mask": 0.25554793514311314, "loss_maskiou": 0.004829439574677963, "loss_sem_seg": 0.1918255789205432, "lr": 0.001, "mask_rcnn/accuracy": 0.9010306604911469, "mask_rcnn/false_negative": 0.0695507282692292, "mask_rcnn/false_positive": 0.11910473182224965, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 28.25, "time": 0.7684196177870035, "total_loss": 1.4642871899850434} {"data_time": 0.015328504145145416, "eta_seconds": 29611.875016073696, "iteration": 230859, "loss_fcos_cls": 0.20729129249230027, "loss_fcos_ctr": 0.6179427914321423, "loss_fcos_loc": 0.17849410080816597, "loss_mask": 0.2549768853932619, "loss_maskiou": 0.004640191931684967, "loss_sem_seg": 0.18075769348070025, "lr": 0.001, "mask_rcnn/accuracy": 0.8860392841347065, "mask_rcnn/false_negative": 0.10738798470973875, "mask_rcnn/false_positive": 0.12323019694576945, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.0, "time": 0.7484961627051234, "total_loss": 1.4581410120881628} {"data_time": 0.01685323379933834, "eta_seconds": 29599.406540946104, "iteration": 230879, "loss_fcos_cls": 0.20893937768414617, "loss_fcos_ctr": 0.6157239163294435, "loss_fcos_loc": 0.17719655274413526, "loss_mask": 0.25296086352318525, "loss_maskiou": 0.004655758828448597, "loss_sem_seg": 0.20728323701769114, "lr": 0.001, "mask_rcnn/accuracy": 0.8831227929505903, "mask_rcnn/false_negative": 0.09460139061059566, "mask_rcnn/false_positive": 0.13423221944827013, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.0, "time": 0.7581542450934649, "total_loss": 1.455181774814264} {"data_time": 0.016071883030235767, "eta_seconds": 29584.27430683095, "iteration": 230899, "loss_fcos_cls": 0.20758389902766794, "loss_fcos_ctr": 0.614166374783963, "loss_fcos_loc": 0.1716107535175979, "loss_mask": 0.25391198974102736, "loss_maskiou": 0.004716254523373209, "loss_sem_seg": 0.194905711337924, "lr": 0.001, "mask_rcnn/accuracy": 0.9027147843844985, "mask_rcnn/false_negative": 0.08928202101438361, "mask_rcnn/false_positive": 0.10193194145952483, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 23.75, "time": 0.7583721429109573, "total_loss": 1.432065909888479} {"data_time": 0.01651544775813818, "eta_seconds": 29573.667423097417, "iteration": 230919, "loss_fcos_cls": 0.2033638940192759, "loss_fcos_ctr": 0.6165505684912205, "loss_fcos_loc": 0.163184798322618, "loss_mask": 0.2590649020858109, "loss_maskiou": 0.004876064951531589, "loss_sem_seg": 0.20794756500981748, "lr": 0.001, "mask_rcnn/accuracy": 0.8687386528901266, "mask_rcnn/false_negative": 0.10246803955626926, "mask_rcnn/false_positive": 0.15727512940577765, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.5, "time": 0.7710793912410736, "total_loss": 1.4638581781473476} {"data_time": 0.017232109792530537, "eta_seconds": 29555.78837814089, "iteration": 230939, "loss_fcos_cls": 0.2134592462098226, "loss_fcos_ctr": 0.6167043657042086, "loss_fcos_loc": 0.18169257324188948, "loss_mask": 0.2605818249285221, "loss_maskiou": 0.004562839094433002, "loss_sem_seg": 0.20017808210104704, "lr": 0.001, "mask_rcnn/accuracy": 0.8688919764334304, "mask_rcnn/false_negative": 0.08084762817283378, "mask_rcnn/false_positive": 0.13404261998873448, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 29.0, "time": 0.7469206750392914, "total_loss": 1.4519161333118973} {"data_time": 0.01503008883446455, "eta_seconds": 29576.399572637863, "iteration": 230959, "loss_fcos_cls": 0.20409342111088336, "loss_fcos_ctr": 0.6185451932251453, "loss_fcos_loc": 0.17628090764628723, "loss_mask": 0.25485008396208286, "loss_maskiou": 0.005010732595110312, "loss_sem_seg": 0.1971255703829229, "lr": 0.001, "mask_rcnn/accuracy": 0.8865595861189304, "mask_rcnn/false_negative": 0.10199234525938772, "mask_rcnn/false_positive": 0.13135531102005416, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.7594019416719675, "total_loss": 1.459976536782051} {"data_time": 0.01614770106971264, "eta_seconds": 29552.64580587577, "iteration": 230979, "loss_fcos_cls": 0.20212937681935728, "loss_fcos_ctr": 0.6148748863488436, "loss_fcos_loc": 0.16602864558808506, "loss_mask": 0.2536510704085231, "loss_maskiou": 0.004722376688732766, "loss_sem_seg": 0.19616481475532055, "lr": 0.001, "mask_rcnn/accuracy": 0.8881205043492807, "mask_rcnn/false_negative": 0.10297419252929364, "mask_rcnn/false_positive": 0.11901637208921959, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 27.5, "time": 0.7726756809279323, "total_loss": 1.457227915598196} {"data_time": 0.01599596720188856, "eta_seconds": 29546.09666075278, "iteration": 230999, "loss_fcos_cls": 0.20655047905165702, "loss_fcos_ctr": 0.6157374600879848, "loss_fcos_loc": 0.17049647914245725, "loss_mask": 0.25687250634655356, "loss_maskiou": 0.004205073426419403, "loss_sem_seg": 0.20683107199147344, "lr": 0.001, "mask_rcnn/accuracy": 0.865149334905587, "mask_rcnn/false_negative": 0.12287514127522059, "mask_rcnn/false_positive": 0.14353819815287017, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.5, "time": 0.7666098726913333, "total_loss": 1.4673288988124114} {"data_time": 0.01618861500173807, "eta_seconds": 29497.73528184835, "iteration": 231019, "loss_fcos_cls": 0.20624762366060168, "loss_fcos_ctr": 0.6174776814877987, "loss_fcos_loc": 0.17788877675775439, "loss_mask": 0.2501718713901937, "loss_maskiou": 0.004554017174086766, "loss_sem_seg": 0.19267226732335985, "lr": 0.001, "mask_rcnn/accuracy": 0.9098196064139942, "mask_rcnn/false_negative": 0.09483551614852913, "mask_rcnn/false_positive": 0.09581251934285968, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 19.0, "time": 0.7664607735350728, "total_loss": 1.4752365732347243} {"data_time": 0.01695781573653221, "eta_seconds": 29476.55374512635, "iteration": 231039, "loss_fcos_cls": 0.19308596884366125, "loss_fcos_ctr": 0.614723177626729, "loss_fcos_loc": 0.16611255006864667, "loss_mask": 0.24140836158767343, "loss_maskiou": 0.004234266849380219, "loss_sem_seg": 0.1941293498966843, "lr": 0.001, "mask_rcnn/accuracy": 0.9078352769679301, "mask_rcnn/false_negative": 0.08220124875183697, "mask_rcnn/false_positive": 0.1204685289804136, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 25.0, "time": 0.7501139882951975, "total_loss": 1.4283088217443947} {"data_time": 0.01587527897208929, "eta_seconds": 29461.932848989964, "iteration": 231059, "loss_fcos_cls": 0.20345223258482292, "loss_fcos_ctr": 0.6120157716795802, "loss_fcos_loc": 0.16796418197918683, "loss_mask": 0.2415430098772049, "loss_maskiou": 0.004015665439510485, "loss_sem_seg": 0.19104615121614188, "lr": 0.001, "mask_rcnn/accuracy": 0.8781183739729659, "mask_rcnn/false_negative": 0.10750883588606298, "mask_rcnn/false_positive": 0.11379385860787863, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.25, "time": 0.7614742731675506, "total_loss": 1.4217372437888116} {"data_time": 0.016616340726614, "eta_seconds": 29437.213024089113, "iteration": 231079, "loss_fcos_cls": 0.2233303845860064, "loss_fcos_ctr": 0.6157892215996981, "loss_fcos_loc": 0.1720255697146058, "loss_mask": 0.24895961489528418, "loss_maskiou": 0.004713106332928874, "loss_sem_seg": 0.21470667561516166, "lr": 0.001, "mask_rcnn/accuracy": 0.8877676489777668, "mask_rcnn/false_negative": 0.1076151653044766, "mask_rcnn/false_positive": 0.12944757209134294, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.749648030847311, "total_loss": 1.46294109307928} {"data_time": 0.01710804644972086, "eta_seconds": 29427.40542882867, "iteration": 231099, "loss_fcos_cls": 0.19234378007240593, "loss_fcos_ctr": 0.614040058106184, "loss_fcos_loc": 0.16709555475972593, "loss_mask": 0.25338655803352594, "loss_maskiou": 0.0045366164231381845, "loss_sem_seg": 0.19093707390129566, "lr": 0.001, "mask_rcnn/accuracy": 0.8953232672939305, "mask_rcnn/false_negative": 0.08459047035719748, "mask_rcnn/false_positive": 0.13428754925765643, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 37.25, "time": 0.7658575167879462, "total_loss": 1.4525357423281093} {"data_time": 0.015453653410077095, "eta_seconds": 29402.83927061688, "iteration": 231119, "loss_fcos_cls": 0.20464181585703045, "loss_fcos_ctr": 0.6133825341239572, "loss_fcos_loc": 0.1686503599921707, "loss_mask": 0.25654734298586845, "loss_maskiou": 0.004565464565530419, "loss_sem_seg": 0.1879171566106379, "lr": 0.001, "mask_rcnn/accuracy": 0.8797692990239574, "mask_rcnn/false_negative": 0.11727437619877853, "mask_rcnn/false_positive": 0.11268911448296988, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.75, "time": 0.7458199383690953, "total_loss": 1.439035987445095} {"data_time": 0.01673364732414484, "eta_seconds": 29391.833080576733, "iteration": 231139, "loss_fcos_cls": 0.20759119908325374, "loss_fcos_ctr": 0.6154509745538235, "loss_fcos_loc": 0.17010795301757753, "loss_mask": 0.25468901731073856, "loss_maskiou": 0.0051290769515617285, "loss_sem_seg": 0.18146258499473333, "lr": 0.001, "mask_rcnn/accuracy": 0.8741582911360033, "mask_rcnn/false_negative": 0.08797633334074587, "mask_rcnn/false_positive": 0.1526005661977184, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 34.0, "time": 0.7679892545565963, "total_loss": 1.4615383734817442} {"data_time": 0.015057285316288471, "eta_seconds": 29376.706432739273, "iteration": 231159, "loss_fcos_cls": 0.20216782079660334, "loss_fcos_ctr": 0.6132076401263475, "loss_fcos_loc": 0.17261645453982055, "loss_mask": 0.23750193463638425, "loss_maskiou": 0.004081479455635417, "loss_sem_seg": 0.1759322949219495, "lr": 0.001, "mask_rcnn/accuracy": 0.8820757250268528, "mask_rcnn/false_negative": 0.11337263586278577, "mask_rcnn/false_positive": 0.11891582542668125, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.5, "time": 0.7536631003022194, "total_loss": 1.3845777316946624} {"data_time": 0.016456976532936096, "eta_seconds": 29354.81553343218, "iteration": 231179, "loss_fcos_cls": 0.20043110812548548, "loss_fcos_ctr": 0.6149357203394175, "loss_fcos_loc": 0.16581969428807497, "loss_mask": 0.24813567753881216, "loss_maskiou": 0.004348082040451118, "loss_sem_seg": 0.18342154601123184, "lr": 0.001, "mask_rcnn/accuracy": 0.8812176060900551, "mask_rcnn/false_negative": 0.10037692384317534, "mask_rcnn/false_positive": 0.1249232274341037, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 22.5, "time": 0.7484024558216333, "total_loss": 1.4337422147091274} {"data_time": 0.017123937606811523, "eta_seconds": 29320.474102350883, "iteration": 231199, "loss_fcos_cls": 0.20461378246545792, "loss_fcos_ctr": 0.617096547037363, "loss_fcos_loc": 0.17122823337558657, "loss_mask": 0.2660484667867422, "loss_maskiou": 0.005064252225565724, "loss_sem_seg": 0.19730941974557936, "lr": 0.001, "mask_rcnn/accuracy": 0.8685645628511236, "mask_rcnn/false_negative": 0.09026358050287508, "mask_rcnn/false_positive": 0.14337684524323668, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.0, "time": 0.7454786840826273, "total_loss": 1.4653578287106939} {"data_time": 0.016734905540943146, "eta_seconds": 29321.510081078857, "iteration": 231219, "loss_fcos_cls": 0.21745493251364678, "loss_fcos_ctr": 0.621661180164665, "loss_fcos_loc": 0.18216939293779433, "loss_mask": 0.2530615208670497, "loss_maskiou": 0.004769309212861117, "loss_sem_seg": 0.2098129615187645, "lr": 0.001, "mask_rcnn/accuracy": 0.8774919080535439, "mask_rcnn/false_negative": 0.10476561594408423, "mask_rcnn/false_positive": 0.1277302439502619, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 32.75, "time": 0.7705232072621584, "total_loss": 1.4775582004112948} {"data_time": 0.014503155834972858, "eta_seconds": 29295.71936575696, "iteration": 231239, "loss_fcos_cls": 0.21750585176050663, "loss_fcos_ctr": 0.618055984377861, "loss_fcos_loc": 0.17337899596896023, "loss_mask": 0.25098259560763836, "loss_maskiou": 0.004716122304671444, "loss_sem_seg": 0.20744319492951035, "lr": 0.001, "mask_rcnn/accuracy": 0.901735150581972, "mask_rcnn/false_negative": 0.0740541712106405, "mask_rcnn/false_positive": 0.11895799520071364, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 26.25, "time": 0.7519394746050239, "total_loss": 1.4694865804340225} {"data_time": 0.015500937588512897, "eta_seconds": 29280.60328548774, "iteration": 231259, "loss_fcos_cls": 0.19891626166645437, "loss_fcos_ctr": 0.6148970769718289, "loss_fcos_loc": 0.1576845550443977, "loss_mask": 0.24911332316696644, "loss_maskiou": 0.004323247354477644, "loss_sem_seg": 0.20491736568510532, "lr": 0.001, "mask_rcnn/accuracy": 0.8854004103004789, "mask_rcnn/false_negative": 0.0936529351010075, "mask_rcnn/false_positive": 0.13211568181348893, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.75, "time": 0.7576097194105387, "total_loss": 1.4541395339911105} {"data_time": 0.016684750095009804, "eta_seconds": 29267.955992035568, "iteration": 231279, "loss_fcos_cls": 0.20464667241321877, "loss_fcos_ctr": 0.614023650996387, "loss_fcos_loc": 0.17025877768173814, "loss_mask": 0.25312333926558495, "loss_maskiou": 0.0040985810628626496, "loss_sem_seg": 0.19202577089890838, "lr": 0.001, "mask_rcnn/accuracy": 0.8839319879737609, "mask_rcnn/false_negative": 0.10806828642516941, "mask_rcnn/false_positive": 0.1444994760572547, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 24.75, "time": 0.7754900008440018, "total_loss": 1.4450202386360615} {"data_time": 0.015667203813791275, "eta_seconds": 29261.02373966202, "iteration": 231299, "loss_fcos_cls": 0.2073121789144352, "loss_fcos_ctr": 0.6160757136531174, "loss_fcos_loc": 0.18033974524587393, "loss_mask": 0.256026160903275, "loss_maskiou": 0.004618986466084607, "loss_sem_seg": 0.21579112368635833, "lr": 0.001, "mask_rcnn/accuracy": 0.896448597554964, "mask_rcnn/false_negative": 0.07472871703622214, "mask_rcnn/false_positive": 0.1358980037251613, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.0, "time": 0.7724358439445496, "total_loss": 1.4836049299474325} {"data_time": 0.017568076960742474, "eta_seconds": 29255.693250039592, "iteration": 231319, "loss_fcos_cls": 0.22000705357640982, "loss_fcos_ctr": 0.6142136696726084, "loss_fcos_loc": 0.17088214494287968, "loss_mask": 0.2508826283738017, "loss_maskiou": 0.004914800825645216, "loss_sem_seg": 0.20726343989372253, "lr": 0.001, "mask_rcnn/accuracy": 0.8898918874437307, "mask_rcnn/false_negative": 0.0734938486669511, "mask_rcnn/false_positive": 0.1457569469609678, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 33.0, "time": 0.7584194587543607, "total_loss": 1.496176757129433} {"data_time": 0.017071392387151718, "eta_seconds": 29244.148357341997, "iteration": 231339, "loss_fcos_cls": 0.1993919238448143, "loss_fcos_ctr": 0.6183851649984717, "loss_fcos_loc": 0.17324751213891432, "loss_mask": 0.26062009343877435, "loss_maskiou": 0.005262871338345576, "loss_sem_seg": 0.18918537022545934, "lr": 0.001, "mask_rcnn/accuracy": 0.8918232631880592, "mask_rcnn/false_negative": 0.08540440656234075, "mask_rcnn/false_positive": 0.14471028166751176, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.0, "time": 0.752962545491755, "total_loss": 1.4389229994849302} {"data_time": 0.015613549388945103, "eta_seconds": 29225.439954364672, "iteration": 231359, "loss_fcos_cls": 0.19796611368656158, "loss_fcos_ctr": 0.6140950326807797, "loss_fcos_loc": 0.16358418867457658, "loss_mask": 0.24473586678504944, "loss_maskiou": 0.004244530508003663, "loss_sem_seg": 0.16877956967800856, "lr": 0.001, "mask_rcnn/accuracy": 0.9040528308097433, "mask_rcnn/false_negative": 0.0710745777463004, "mask_rcnn/false_positive": 0.1370885989140222, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.0, "time": 0.7436017598956823, "total_loss": 1.3988568298591417} {"data_time": 0.015338434837758541, "eta_seconds": 29204.68752830662, "iteration": 231379, "loss_fcos_cls": 0.20802527898922563, "loss_fcos_ctr": 0.6186730689369142, "loss_fcos_loc": 0.17100841063074768, "loss_mask": 0.23857488436624408, "loss_maskiou": 0.003906060490407981, "loss_sem_seg": 0.1978288101963699, "lr": 0.001, "mask_rcnn/accuracy": 0.8914554773929775, "mask_rcnn/false_negative": 0.09407695791167613, "mask_rcnn/false_positive": 0.11334469364364064, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 21.75, "time": 0.7431324888020754, "total_loss": 1.4584959400945081} {"data_time": 0.015309398993849754, "eta_seconds": 29198.762855119072, "iteration": 231399, "loss_fcos_cls": 0.19893242907710373, "loss_fcos_ctr": 0.6146227014251053, "loss_fcos_loc": 0.1622405875241384, "loss_mask": 0.24145066738128662, "loss_maskiou": 0.004126033592001477, "loss_sem_seg": 0.18730998504906893, "lr": 0.001, "mask_rcnn/accuracy": 0.886063596491228, "mask_rcnn/false_negative": 0.0966314589721329, "mask_rcnn/false_positive": 0.12452566259778058, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.25, "time": 0.7619468281045556, "total_loss": 1.4037541736361163} {"data_time": 0.015682592056691647, "eta_seconds": 29183.634354378097, "iteration": 231419, "loss_fcos_cls": 0.20435279048979282, "loss_fcos_ctr": 0.6165602710098028, "loss_fcos_loc": 0.17896270751953125, "loss_mask": 0.25964329950511456, "loss_maskiou": 0.0049466835080238525, "loss_sem_seg": 0.202668696641922, "lr": 0.001, "mask_rcnn/accuracy": 0.9031414861863112, "mask_rcnn/false_negative": 0.09395282930857396, "mask_rcnn/false_positive": 0.11710530715889537, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.5, "time": 0.7639189483597875, "total_loss": 1.46432119266683} {"data_time": 0.016907750628888607, "eta_seconds": 29159.316324772313, "iteration": 231439, "loss_fcos_cls": 0.19272324675694108, "loss_fcos_ctr": 0.6139188539236784, "loss_fcos_loc": 0.1671354651916772, "loss_mask": 0.24203069973737001, "loss_maskiou": 0.004008650408650283, "loss_sem_seg": 0.19898670224938542, "lr": 0.001, "mask_rcnn/accuracy": 0.8841812695144576, "mask_rcnn/false_negative": 0.10162397615302277, "mask_rcnn/false_positive": 0.13661932131356902, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.25, "time": 0.7368565183132887, "total_loss": 1.4245322717215458} {"data_time": 0.015834187157452106, "eta_seconds": 29141.21700498741, "iteration": 231459, "loss_fcos_cls": 0.2118545522680506, "loss_fcos_ctr": 0.6161271166056395, "loss_fcos_loc": 0.17288554518017918, "loss_mask": 0.2597594056278467, "loss_maskiou": 0.004481356947508175, "loss_sem_seg": 0.20480229961685836, "lr": 0.001, "mask_rcnn/accuracy": 0.8896906146179402, "mask_rcnn/false_negative": 0.08158807834364477, "mask_rcnn/false_positive": 0.1607193954146654, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.0, "time": 0.755021708086133, "total_loss": 1.4742878498072969} {"data_time": 0.01578645035624504, "eta_seconds": 29141.96655607503, "iteration": 231479, "loss_fcos_cls": 0.19480617652880028, "loss_fcos_ctr": 0.6150868791155517, "loss_fcos_loc": 0.17079803414526395, "loss_mask": 0.25146665051579475, "loss_maskiou": 0.004589853226207197, "loss_sem_seg": 0.18692673440091312, "lr": 0.001, "mask_rcnn/accuracy": 0.8793362812721479, "mask_rcnn/false_negative": 0.09734700160839714, "mask_rcnn/false_positive": 0.1333269071657822, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.75, "time": 0.7573481500148773, "total_loss": 1.4404835596942576} {"data_time": 0.015364577993750572, "eta_seconds": 29119.553419502452, "iteration": 231499, "loss_fcos_cls": 0.21153385750949383, "loss_fcos_ctr": 0.6179781388491392, "loss_fcos_loc": 0.1773625813657418, "loss_mask": 0.25640127155929804, "loss_maskiou": 0.004387429355119821, "loss_sem_seg": 0.19739344296976924, "lr": 0.001, "mask_rcnn/accuracy": 0.8902232971110522, "mask_rcnn/false_negative": 0.08313849481113536, "mask_rcnn/false_positive": 0.13445596700421686, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 27.0, "time": 0.7642110297456384, "total_loss": 1.4744996957306284} {"data_time": 0.018925373442471027, "eta_seconds": 29107.99185067322, "iteration": 231519, "loss_fcos_cls": 0.20205428800545633, "loss_fcos_ctr": 0.6180776013061404, "loss_fcos_loc": 0.17347275704378262, "loss_mask": 0.2553263292647898, "loss_maskiou": 0.004424293329066131, "loss_sem_seg": 0.185037006624043, "lr": 0.001, "mask_rcnn/accuracy": 0.8679988662131519, "mask_rcnn/false_negative": 0.09171883577010723, "mask_rcnn/false_positive": 0.15397995064206874, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.75, "time": 0.7525861291214824, "total_loss": 1.4374893596104812} {"data_time": 0.015655401162803173, "eta_seconds": 29092.863349932246, "iteration": 231539, "loss_fcos_cls": 0.20528765284689143, "loss_fcos_ctr": 0.6154013844206929, "loss_fcos_loc": 0.16935867990832776, "loss_mask": 0.246174200437963, "loss_maskiou": 0.0043878570722881705, "loss_sem_seg": 0.19407854811288416, "lr": 0.001, "mask_rcnn/accuracy": 0.9025337889393046, "mask_rcnn/false_negative": 0.09316768698623534, "mask_rcnn/false_positive": 0.13541098193310852, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 29.0, "time": 0.7504456546157598, "total_loss": 1.4378066755234613} {"data_time": 0.015598404221236706, "eta_seconds": 29095.348676361144, "iteration": 231559, "loss_fcos_cls": 0.20457780390279368, "loss_fcos_ctr": 0.6136346207931638, "loss_fcos_loc": 0.16590645583346486, "loss_mask": 0.25679105054587126, "loss_maskiou": 0.004454785826965235, "loss_sem_seg": 0.19614390609785914, "lr": 0.001, "mask_rcnn/accuracy": 0.8943781014821388, "mask_rcnn/false_negative": 0.08726836468921073, "mask_rcnn/false_positive": 0.1266099083105678, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 27.0, "time": 0.7553458660840988, "total_loss": 1.4529835604553227} {"data_time": 0.015487137250602245, "eta_seconds": 29062.606348450296, "iteration": 231579, "loss_fcos_cls": 0.20390459627378732, "loss_fcos_ctr": 0.6171854473650455, "loss_fcos_loc": 0.17826129379682243, "loss_mask": 0.25728684291243553, "loss_maskiou": 0.005068077873147558, "loss_sem_seg": 0.19818391953594983, "lr": 0.001, "mask_rcnn/accuracy": 0.8719566699685193, "mask_rcnn/false_negative": 0.09195622893111255, "mask_rcnn/false_positive": 0.1707455612865576, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 23.25, "time": 0.7544312868267298, "total_loss": 1.4706940620726527} {"data_time": 0.01606081798672676, "eta_seconds": 29023.629920911044, "iteration": 231599, "loss_fcos_cls": 0.20722987758927047, "loss_fcos_ctr": 0.6192325870506465, "loss_fcos_loc": 0.17565093515440822, "loss_mask": 0.25838901987299323, "loss_maskiou": 0.004725603936094558, "loss_sem_seg": 0.20504326606169343, "lr": 0.001, "mask_rcnn/accuracy": 0.8769918467656386, "mask_rcnn/false_negative": 0.0910276253652923, "mask_rcnn/false_positive": 0.12117558608676934, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 34.75, "time": 0.7260745596140623, "total_loss": 1.468908734175784} {"data_time": 0.01635324489325285, "eta_seconds": 28999.911283884197, "iteration": 231619, "loss_fcos_cls": 0.20407473063096404, "loss_fcos_ctr": 0.613776508718729, "loss_fcos_loc": 0.16946525790262967, "loss_mask": 0.26027738163247705, "loss_maskiou": 0.004538847786534461, "loss_sem_seg": 0.19463014043867588, "lr": 0.001, "mask_rcnn/accuracy": 0.8787902117368687, "mask_rcnn/false_negative": 0.1159282748440086, "mask_rcnn/false_positive": 0.13301846254313215, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.5, "time": 0.7484927894547582, "total_loss": 1.4532089686545078} {"data_time": 0.014477004297077656, "eta_seconds": 28997.09809328802, "iteration": 231639, "loss_fcos_cls": 0.20108186779543757, "loss_fcos_ctr": 0.6177989924326539, "loss_fcos_loc": 0.16886336682364345, "loss_mask": 0.27123289182782173, "loss_maskiou": 0.004764520246681059, "loss_sem_seg": 0.17717061925213784, "lr": 0.001, "mask_rcnn/accuracy": 0.8994791666666666, "mask_rcnn/false_negative": 0.09340241254995095, "mask_rcnn/false_positive": 0.10047213382715756, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.0, "time": 0.777980332262814, "total_loss": 1.467758669914474} {"data_time": 0.01754787750542164, "eta_seconds": 28988.83520328626, "iteration": 231659, "loss_fcos_cls": 0.20860158058349043, "loss_fcos_ctr": 0.6159096350893378, "loss_fcos_loc": 0.17256235249806195, "loss_mask": 0.2638093503192067, "loss_maskiou": 0.00518818230193574, "loss_sem_seg": 0.19913362432271242, "lr": 0.001, "mask_rcnn/accuracy": 0.880206396829987, "mask_rcnn/false_negative": 0.1188542006772142, "mask_rcnn/false_positive": 0.11335239952026124, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 25.0, "time": 0.740292645059526, "total_loss": 1.4643215349060483} {"data_time": 0.016029310412704945, "eta_seconds": 28977.16301599797, "iteration": 231679, "loss_fcos_cls": 0.2047050918918103, "loss_fcos_ctr": 0.6144706774502993, "loss_fcos_loc": 0.165711443987675, "loss_mask": 0.2610815903171897, "loss_maskiou": 0.004781527328304946, "loss_sem_seg": 0.19130141357891262, "lr": 0.001, "mask_rcnn/accuracy": 0.884281827356139, "mask_rcnn/false_negative": 0.09128580282659293, "mask_rcnn/false_positive": 0.1343602906227491, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 36.25, "time": 0.7705957358703017, "total_loss": 1.4445154043351067} {"data_time": 0.01618316676467657, "eta_seconds": 28951.744064832106, "iteration": 231699, "loss_fcos_cls": 0.19526711630169302, "loss_fcos_ctr": 0.6147882137447596, "loss_fcos_loc": 0.16903059231117368, "loss_mask": 0.24350249953567982, "loss_maskiou": 0.004293229347240413, "loss_sem_seg": 0.19827039493247867, "lr": 0.001, "mask_rcnn/accuracy": 0.8997733021780141, "mask_rcnn/false_negative": 0.08870007291689677, "mask_rcnn/false_positive": 0.10470319751395335, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 24.5, "time": 0.7469427231699228, "total_loss": 1.398647664103919} {"data_time": 0.015529505908489227, "eta_seconds": 28943.470447223634, "iteration": 231719, "loss_fcos_cls": 0.20645676576532423, "loss_fcos_ctr": 0.6167269139550626, "loss_fcos_loc": 0.17937112570507452, "loss_mask": 0.2568103428930044, "loss_maskiou": 0.004396273965539876, "loss_sem_seg": 0.2104315321194008, "lr": 0.001, "mask_rcnn/accuracy": 0.8899845018652622, "mask_rcnn/false_negative": 0.1035957708905292, "mask_rcnn/false_positive": 0.12039073252102431, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.75, "time": 0.7589372573420405, "total_loss": 1.46688295914646} {"data_time": 0.01624366734176874, "eta_seconds": 28945.270953557454, "iteration": 231739, "loss_fcos_cls": 0.21495172783033922, "loss_fcos_ctr": 0.6140721044503152, "loss_fcos_loc": 0.16797082644188777, "loss_mask": 0.24742510775104165, "loss_maskiou": 0.0044875629027956165, "loss_sem_seg": 0.18283516028895974, "lr": 0.001, "mask_rcnn/accuracy": 0.8914649370386453, "mask_rcnn/false_negative": 0.09394878303394111, "mask_rcnn/false_positive": 0.12494679433356584, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 36.25, "time": 0.7735639838501811, "total_loss": 1.4486849152126524} {"data_time": 0.017453731037676334, "eta_seconds": 28930.140522594564, "iteration": 231759, "loss_fcos_cls": 0.21487258141860366, "loss_fcos_ctr": 0.6162060960195959, "loss_fcos_loc": 0.17769432021304965, "loss_mask": 0.2544602546840906, "loss_maskiou": 0.004971368742189952, "loss_sem_seg": 0.18037592805922031, "lr": 0.001, "mask_rcnn/accuracy": 0.8856995228647014, "mask_rcnn/false_negative": 0.09397149579542066, "mask_rcnn/false_positive": 0.1176159919471551, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 28.0, "time": 0.7522153109312057, "total_loss": 1.4540579598979093} {"data_time": 0.017279687337577343, "eta_seconds": 28901.546087901108, "iteration": 231779, "loss_fcos_cls": 0.21016990742646158, "loss_fcos_ctr": 0.6169238900765777, "loss_fcos_loc": 0.1793963624513708, "loss_mask": 0.25488044461235404, "loss_maskiou": 0.004581810047966428, "loss_sem_seg": 0.198358288500458, "lr": 0.001, "mask_rcnn/accuracy": 0.8757870665725551, "mask_rcnn/false_negative": 0.10314800675890679, "mask_rcnn/false_positive": 0.11012298639002714, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 23.75, "time": 0.7428537085652351, "total_loss": 1.478722474672395} {"data_time": 0.015700805000960827, "eta_seconds": 28886.422702281736, "iteration": 231799, "loss_fcos_cls": 0.2037139277672395, "loss_fcos_ctr": 0.6153122643008828, "loss_fcos_loc": 0.1717350424733013, "loss_mask": 0.26296413177624345, "loss_maskiou": 0.0047494160462520085, "loss_sem_seg": 0.1998945364030078, "lr": 0.001, "mask_rcnn/accuracy": 0.8713110902255639, "mask_rcnn/false_negative": 0.1074049596728673, "mask_rcnn/false_positive": 0.1456142611068093, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7425826946273446, "total_loss": 1.4764155047523673} {"data_time": 0.01590408757328987, "eta_seconds": 28868.203849635087, "iteration": 231819, "loss_fcos_cls": 0.20080874196719378, "loss_fcos_ctr": 0.616402342915535, "loss_fcos_loc": 0.17450696742162108, "loss_mask": 0.25503279035910964, "loss_maskiou": 0.004408942277223105, "loss_sem_seg": 0.2111872589448467, "lr": 0.001, "mask_rcnn/accuracy": 0.8690109228215095, "mask_rcnn/false_negative": 0.12012971115049752, "mask_rcnn/false_positive": 0.12643716647554432, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.25, "time": 0.7396908877417445, "total_loss": 1.4475627066276502} {"data_time": 0.01685525942593813, "eta_seconds": 28845.917998434976, "iteration": 231839, "loss_fcos_cls": 0.20544266153592616, "loss_fcos_ctr": 0.6154005061835051, "loss_fcos_loc": 0.17966483836062253, "loss_mask": 0.2447749376296997, "loss_maskiou": 0.004585521834087558, "loss_sem_seg": 0.21136132441461086, "lr": 0.001, "mask_rcnn/accuracy": 0.8840507189497873, "mask_rcnn/false_negative": 0.10605459767384778, "mask_rcnn/false_positive": 0.11974832716474382, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.0, "time": 0.7639835327863693, "total_loss": 1.4540718342614127} {"data_time": 0.0164957158267498, "eta_seconds": 28833.990146017633, "iteration": 231859, "loss_fcos_cls": 0.2024082955904305, "loss_fcos_ctr": 0.6178437350317836, "loss_fcos_loc": 0.1702918829396367, "loss_mask": 0.24396023200824857, "loss_maskiou": 0.004624723451343016, "loss_sem_seg": 0.20428346144035459, "lr": 0.001, "mask_rcnn/accuracy": 0.8976595267736724, "mask_rcnn/false_negative": 0.09587587325112003, "mask_rcnn/false_positive": 0.08795316320788457, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.0, "time": 0.7633592933416367, "total_loss": 1.4267758138885256} {"data_time": 0.017569810152053833, "eta_seconds": 28815.681979464367, "iteration": 231879, "loss_fcos_cls": 0.2087963977828622, "loss_fcos_ctr": 0.6172139015980065, "loss_fcos_loc": 0.16909129882697016, "loss_mask": 0.2601800672709942, "loss_maskiou": 0.005052688909927383, "loss_sem_seg": 0.1994064343161881, "lr": 0.001, "mask_rcnn/accuracy": 0.8945141672740524, "mask_rcnn/false_negative": 0.08542154854501466, "mask_rcnn/false_positive": 0.1366549925792212, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.5, "time": 0.7591009484604001, "total_loss": 1.4676658099124325} {"data_time": 0.015612062998116016, "eta_seconds": 28800.563969979063, "iteration": 231899, "loss_fcos_cls": 0.20590442675165832, "loss_fcos_ctr": 0.6172062279656529, "loss_fcos_loc": 0.17264620016794652, "loss_mask": 0.25332622416317463, "loss_maskiou": 0.0045097953916410916, "loss_sem_seg": 0.1912420652806759, "lr": 0.001, "mask_rcnn/accuracy": 0.8908717504859087, "mask_rcnn/false_negative": 0.09249118572786272, "mask_rcnn/false_positive": 0.12741032246614564, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.5, "time": 0.7520377952605486, "total_loss": 1.4666852008376736} {"data_time": 0.01732597965747118, "eta_seconds": 28779.54897299502, "iteration": 231919, "loss_fcos_cls": 0.20374610275030136, "loss_fcos_ctr": 0.6172317820601165, "loss_fcos_loc": 0.17355556174879894, "loss_mask": 0.2541744546033442, "loss_maskiou": 0.004572199017275125, "loss_sem_seg": 0.19592916406691074, "lr": 0.001, "mask_rcnn/accuracy": 0.8809955790096359, "mask_rcnn/false_negative": 0.10822238117524449, "mask_rcnn/false_positive": 0.14389557214714938, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.25, "time": 0.7635336499661207, "total_loss": 1.4534631283968338} {"data_time": 0.016678722575306892, "eta_seconds": 28773.511416784488, "iteration": 231939, "loss_fcos_cls": 0.2036312596173957, "loss_fcos_ctr": 0.6194247761741281, "loss_fcos_loc": 0.17831459804438055, "loss_mask": 0.2786016259342432, "loss_maskiou": 0.004792405437910929, "loss_sem_seg": 0.19917593919672072, "lr": 0.001, "mask_rcnn/accuracy": 0.8797673945952007, "mask_rcnn/false_negative": 0.10142576202426079, "mask_rcnn/false_positive": 0.14648045229190276, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.0, "time": 0.7714743567630649, "total_loss": 1.4840264209124143} {"data_time": 0.016310605220496655, "eta_seconds": 28764.284795243293, "iteration": 231959, "loss_fcos_cls": 0.2060744478367269, "loss_fcos_ctr": 0.6163549087941647, "loss_fcos_loc": 0.16440265893470496, "loss_mask": 0.25202435720711946, "loss_maskiou": 0.00439065170212416, "loss_sem_seg": 0.1800797418691218, "lr": 0.001, "mask_rcnn/accuracy": 0.8978848522167487, "mask_rcnn/false_negative": 0.0738844366080651, "mask_rcnn/false_positive": 0.12973573431119773, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7681893855333328, "total_loss": 1.43640773853258} {"data_time": 0.016403678804636, "eta_seconds": 28740.091932037845, "iteration": 231979, "loss_fcos_cls": 0.20332028507255018, "loss_fcos_ctr": 0.6168022537603974, "loss_fcos_loc": 0.1705162653233856, "loss_mask": 0.25322598684579134, "loss_maskiou": 0.004370209069747943, "loss_sem_seg": 0.19637694605626166, "lr": 0.001, "mask_rcnn/accuracy": 0.9036686352145452, "mask_rcnn/false_negative": 0.07770274829780709, "mask_rcnn/false_positive": 0.11126891572635222, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 28.25, "time": 0.749375176616013, "total_loss": 1.4430789503003325} {"data_time": 0.015137949958443642, "eta_seconds": 28728.15236985963, "iteration": 231999, "loss_fcos_cls": 0.2055449509061873, "loss_fcos_ctr": 0.6152076367288828, "loss_fcos_loc": 0.16807134757982567, "loss_mask": 0.25878677098080516, "loss_maskiou": 0.004686085259891115, "loss_sem_seg": 0.19646280352026224, "lr": 0.001, "mask_rcnn/accuracy": 0.8913007805794262, "mask_rcnn/false_negative": 0.0861888476945603, "mask_rcnn/false_positive": 0.11543812933680297, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 32.25, "time": 0.7589262286201119, "total_loss": 1.4602069803295308} {"data_time": 0.01453181728720665, "eta_seconds": 28733.44492007699, "iteration": 232019, "loss_fcos_cls": 0.20678403740748763, "loss_fcos_ctr": 0.617015608586371, "loss_fcos_loc": 0.17239554785192013, "loss_mask": 0.2520024995319545, "loss_maskiou": 0.0044276216212892905, "loss_sem_seg": 0.18610255746170878, "lr": 0.001, "mask_rcnn/accuracy": 0.8825307848703392, "mask_rcnn/false_negative": 0.09851485194195699, "mask_rcnn/false_positive": 0.15225932654668994, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 24.75, "time": 0.7657986981794238, "total_loss": 1.4412779818085255} {"data_time": 0.016427489928901196, "eta_seconds": 28731.297020169906, "iteration": 232039, "loss_fcos_cls": 0.20941373729147017, "loss_fcos_ctr": 0.6155637446790934, "loss_fcos_loc": 0.1742755180457607, "loss_mask": 0.2619848381727934, "loss_maskiou": 0.0046570131853513885, "loss_sem_seg": 0.1883875095518306, "lr": 0.001, "mask_rcnn/accuracy": 0.8813525126143904, "mask_rcnn/false_negative": 0.10660776772903854, "mask_rcnn/false_positive": 0.11066817397453443, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 24.75, "time": 0.748179099522531, "total_loss": 1.4617521894870151} {"data_time": 0.014872761443257332, "eta_seconds": 28679.619894096628, "iteration": 232059, "loss_fcos_cls": 0.19236320594791323, "loss_fcos_ctr": 0.6121509410440922, "loss_fcos_loc": 0.1616930013988167, "loss_mask": 0.24288906157016754, "loss_maskiou": 0.004359303231467493, "loss_sem_seg": 0.20072226301999763, "lr": 0.001, "mask_rcnn/accuracy": 0.8898022683099214, "mask_rcnn/false_negative": 0.09717813931397568, "mask_rcnn/false_positive": 0.11681417980894912, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 24.5, "time": 0.7326576914638281, "total_loss": 1.43179910445906} {"data_time": 0.018348501063883305, "eta_seconds": 28667.673640626483, "iteration": 232079, "loss_fcos_cls": 0.20589428418315947, "loss_fcos_ctr": 0.6150780105963349, "loss_fcos_loc": 0.1672638599993661, "loss_mask": 0.2481385190039873, "loss_maskiou": 0.004478326874959748, "loss_sem_seg": 0.1977880857884884, "lr": 0.001, "mask_rcnn/accuracy": 0.8813428904170364, "mask_rcnn/false_negative": 0.10360627225187194, "mask_rcnn/false_positive": 0.1272306772860014, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.25, "time": 0.7553233569487929, "total_loss": 1.4450679357905756} {"data_time": 0.0159088596701622, "eta_seconds": 28625.413458857685, "iteration": 232099, "loss_fcos_cls": 0.18992121587507427, "loss_fcos_ctr": 0.617714773863554, "loss_fcos_loc": 0.17332643130794168, "loss_mask": 0.2512197643518448, "loss_maskiou": 0.004960434955137316, "loss_sem_seg": 0.20085163391195238, "lr": 0.001, "mask_rcnn/accuracy": 0.8998857355442177, "mask_rcnn/false_negative": 0.07361833431248915, "mask_rcnn/false_positive": 0.13285178050029342, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 22.0, "time": 0.7465934548527002, "total_loss": 1.451641866708087} {"data_time": 0.01775556057691574, "eta_seconds": 28629.638650822453, "iteration": 232119, "loss_fcos_cls": 0.21533935409388505, "loss_fcos_ctr": 0.6144322929903865, "loss_fcos_loc": 0.17542982730083168, "loss_mask": 0.2673481581732631, "loss_maskiou": 0.004935343989927787, "loss_sem_seg": 0.16966304066590965, "lr": 0.001, "mask_rcnn/accuracy": 0.8745627642949072, "mask_rcnn/false_negative": 0.09517585355387187, "mask_rcnn/false_positive": 0.16673977140453738, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.75, "time": 0.7733925608918071, "total_loss": 1.455025557085719} {"data_time": 0.015850898809731007, "eta_seconds": 28605.921669619158, "iteration": 232139, "loss_fcos_cls": 0.20043194689787924, "loss_fcos_ctr": 0.6160038644447923, "loss_fcos_loc": 0.1683611951302737, "loss_mask": 0.25428630504757166, "loss_maskiou": 0.004450069756785524, "loss_sem_seg": 0.17577172885648906, "lr": 0.001, "mask_rcnn/accuracy": 0.8848852040816326, "mask_rcnn/false_negative": 0.09159938629075744, "mask_rcnn/false_positive": 0.12075979385736724, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 23.0, "time": 0.7532322676852345, "total_loss": 1.4258692432449607} {"data_time": 0.015077912248671055, "eta_seconds": 28599.407517905347, "iteration": 232159, "loss_fcos_cls": 0.2132989929523319, "loss_fcos_ctr": 0.6196717647835612, "loss_fcos_loc": 0.17704937828239053, "loss_mask": 0.26008730195462704, "loss_maskiou": 0.0046271348765003495, "loss_sem_seg": 0.20284627145156264, "lr": 0.001, "mask_rcnn/accuracy": 0.873166988314313, "mask_rcnn/false_negative": 0.11181054899172216, "mask_rcnn/false_positive": 0.12383104946185337, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.5, "time": 0.7650594282895327, "total_loss": 1.457011085782142} {"data_time": 0.016295774839818478, "eta_seconds": 28591.70453643333, "iteration": 232179, "loss_fcos_cls": 0.20576066034846008, "loss_fcos_ctr": 0.615894072689116, "loss_fcos_loc": 0.16304926481097937, "loss_mask": 0.24307884322479367, "loss_maskiou": 0.004274938597518485, "loss_sem_seg": 0.1850241122301668, "lr": 0.001, "mask_rcnn/accuracy": 0.883433779367937, "mask_rcnn/false_negative": 0.10321548080210056, "mask_rcnn/false_positive": 0.1262076286875053, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.25, "time": 0.7536063306033611, "total_loss": 1.426696329670449} {"data_time": 0.016650998033583164, "eta_seconds": 28583.000866026618, "iteration": 232199, "loss_fcos_cls": 0.21696428360883147, "loss_fcos_ctr": 0.6186003941111267, "loss_fcos_loc": 0.18475175846833736, "loss_mask": 0.26041975896805525, "loss_maskiou": 0.004785236385941971, "loss_sem_seg": 0.1982317604124546, "lr": 0.001, "mask_rcnn/accuracy": 0.86546910430839, "mask_rcnn/false_negative": 0.09939744681901799, "mask_rcnn/false_positive": 0.15706406825918542, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.0, "time": 0.7523850407451391, "total_loss": 1.4536457551585045} {"data_time": 0.01633717305958271, "eta_seconds": 28548.730340657756, "iteration": 232219, "loss_fcos_cls": 0.1991410891059786, "loss_fcos_ctr": 0.6162924752570689, "loss_fcos_loc": 0.16379837470594794, "loss_mask": 0.2512535755522549, "loss_maskiou": 0.004548345554212574, "loss_sem_seg": 0.1857293873326853, "lr": 0.001, "mask_rcnn/accuracy": 0.8988408521303258, "mask_rcnn/false_negative": 0.09583991861524381, "mask_rcnn/false_positive": 0.11332663836013229, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 22.5, "time": 0.7527930391952395, "total_loss": 1.4421474049559038} {"data_time": 0.015459186397492886, "eta_seconds": 28546.535314824432, "iteration": 232239, "loss_fcos_cls": 0.19724095263518393, "loss_fcos_ctr": 0.6155441151931882, "loss_fcos_loc": 0.16419792012311518, "loss_mask": 0.2499355347827077, "loss_maskiou": 0.004361590923508629, "loss_sem_seg": 0.19415079103782773, "lr": 0.001, "mask_rcnn/accuracy": 0.8683099414854073, "mask_rcnn/false_negative": 0.08569652557799218, "mask_rcnn/false_positive": 0.17293197630604423, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7759547615423799, "total_loss": 1.4370928106704923} {"data_time": 0.015452275052666664, "eta_seconds": 28523.82968561258, "iteration": 232259, "loss_fcos_cls": 0.20061700232326984, "loss_fcos_ctr": 0.6185008608736098, "loss_fcos_loc": 0.17738722346257418, "loss_mask": 0.25670743826776743, "loss_maskiou": 0.004329108300225926, "loss_sem_seg": 0.19505620026029646, "lr": 0.001, "mask_rcnn/accuracy": 0.90179054576376, "mask_rcnn/false_negative": 0.09383504629387579, "mask_rcnn/false_positive": 0.10410172286574873, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 24.5, "time": 0.745317910797894, "total_loss": 1.4470575274244766} {"data_time": 0.014906692318618298, "eta_seconds": 28508.71411915403, "iteration": 232279, "loss_fcos_cls": 0.20310891303233802, "loss_fcos_ctr": 0.6170975700952113, "loss_fcos_loc": 0.17469154112040997, "loss_mask": 0.26063132006675005, "loss_maskiou": 0.005676029344613198, "loss_sem_seg": 0.192112369928509, "lr": 0.001, "mask_rcnn/accuracy": 0.8692440488713895, "mask_rcnn/false_negative": 0.09927007656371774, "mask_rcnn/false_positive": 0.16404203498185627, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.5, "time": 0.7716920282691717, "total_loss": 1.461900626483839} {"data_time": 0.018044136464595795, "eta_seconds": 28484.787704849616, "iteration": 232299, "loss_fcos_cls": 0.19905797857791185, "loss_fcos_ctr": 0.6208050651475787, "loss_fcos_loc": 0.18168519577011466, "loss_mask": 0.26029482297599316, "loss_maskiou": 0.0048630844612489454, "loss_sem_seg": 0.20295133290346712, "lr": 0.001, "mask_rcnn/accuracy": 0.8668940402247856, "mask_rcnn/false_negative": 0.10061827306892514, "mask_rcnn/false_positive": 0.150729376244559, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.25, "time": 0.7406461946666241, "total_loss": 1.4798564673255896} {"data_time": 0.017782418988645077, "eta_seconds": 28469.276364340447, "iteration": 232319, "loss_fcos_cls": 0.19870452699251473, "loss_fcos_ctr": 0.6170780900865793, "loss_fcos_loc": 0.1718135743867606, "loss_mask": 0.2571843806654215, "loss_maskiou": 0.004583865058521042, "loss_sem_seg": 0.208652270026505, "lr": 0.001, "mask_rcnn/accuracy": 0.8696305445255026, "mask_rcnn/false_negative": 0.09454965540366958, "mask_rcnn/false_positive": 0.18197341284878646, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.75, "time": 0.7652617767453194, "total_loss": 1.472386006546003} {"data_time": 0.01665193121880293, "eta_seconds": 28458.053872568533, "iteration": 232339, "loss_fcos_cls": 0.2136641370889265, "loss_fcos_ctr": 0.6156475460156798, "loss_fcos_loc": 0.17711669323034585, "loss_mask": 0.26627951208502054, "loss_maskiou": 0.00466148534178501, "loss_sem_seg": 0.20049321092665195, "lr": 0.001, "mask_rcnn/accuracy": 0.8900599713569639, "mask_rcnn/false_negative": 0.11277959331751722, "mask_rcnn/false_positive": 0.14791839210273502, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.0, "time": 0.7639609584584832, "total_loss": 1.4848436632164521} {"data_time": 0.014990466646850109, "eta_seconds": 28442.941127886996, "iteration": 232359, "loss_fcos_cls": 0.19983627065084875, "loss_fcos_ctr": 0.6141960024833679, "loss_fcos_loc": 0.1659822112414986, "loss_mask": 0.25206239568069577, "loss_maskiou": 0.004457306753465673, "loss_sem_seg": 0.19936866639181972, "lr": 0.001, "mask_rcnn/accuracy": 0.8966881858875626, "mask_rcnn/false_negative": 0.08117183292746324, "mask_rcnn/false_positive": 0.10661179115642533, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.25, "time": 0.7539429804310203, "total_loss": 1.4438538349204464} {"data_time": 0.015601431019604206, "eta_seconds": 28433.136286861263, "iteration": 232379, "loss_fcos_cls": 0.2019443834433332, "loss_fcos_ctr": 0.616018162574619, "loss_fcos_loc": 0.16743976989528164, "loss_mask": 0.25471696350723505, "loss_maskiou": 0.004458580398932099, "loss_sem_seg": 0.20751027995720506, "lr": 0.001, "mask_rcnn/accuracy": 0.8945748233299531, "mask_rcnn/false_negative": 0.08964517435933282, "mask_rcnn/false_positive": 0.13016906272061363, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.75, "time": 0.7568398835137486, "total_loss": 1.4458263962878846} {"data_time": 0.016579095274209976, "eta_seconds": 28418.02072040271, "iteration": 232399, "loss_fcos_cls": 0.20577659411355853, "loss_fcos_ctr": 0.6156205562874675, "loss_fcos_loc": 0.17379234253894538, "loss_mask": 0.25890025682747364, "loss_maskiou": 0.004433955245985999, "loss_sem_seg": 0.19935643090866506, "lr": 0.001, "mask_rcnn/accuracy": 0.8817588754251701, "mask_rcnn/false_negative": 0.09599936004290524, "mask_rcnn/false_positive": 0.13486878107867648, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.77085155621171, "total_loss": 1.4442187196473242} {"data_time": 0.01614309661090374, "eta_seconds": 28395.633476947434, "iteration": 232419, "loss_fcos_cls": 0.20398579456377774, "loss_fcos_ctr": 0.6144437165930867, "loss_fcos_loc": 0.16957604623166844, "loss_mask": 0.25403096806257963, "loss_maskiou": 0.005297110517858528, "loss_sem_seg": 0.16690559103153646, "lr": 0.001, "mask_rcnn/accuracy": 0.8899678501537601, "mask_rcnn/false_negative": 0.09246603330673969, "mask_rcnn/false_positive": 0.11781201651117007, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.75, "time": 0.7528530023992062, "total_loss": 1.4126464627115638} {"data_time": 0.01540024671703577, "eta_seconds": 28395.339449699968, "iteration": 232439, "loss_fcos_cls": 0.20360752032138407, "loss_fcos_ctr": 0.6158025744371116, "loss_fcos_loc": 0.17321150403586216, "loss_mask": 0.2661310574039817, "loss_maskiou": 0.004656674533180194, "loss_sem_seg": 0.20439415355212986, "lr": 0.001, "mask_rcnn/accuracy": 0.8784480648319934, "mask_rcnn/false_negative": 0.10996828787281168, "mask_rcnn/false_positive": 0.1421514577888489, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.0, "time": 0.7588645117357373, "total_loss": 1.4489808830694528} {"data_time": 0.014741171151399612, "eta_seconds": 28396.82896715682, "iteration": 232459, "loss_fcos_cls": 0.2028707955032587, "loss_fcos_ctr": 0.61700225668028, "loss_fcos_loc": 0.17883134866133332, "loss_mask": 0.24886216409504414, "loss_maskiou": 0.004530676167632919, "loss_sem_seg": 0.18325052107684314, "lr": 0.001, "mask_rcnn/accuracy": 0.9104623870095984, "mask_rcnn/false_negative": 0.065589972399036, "mask_rcnn/false_positive": 0.13324057488669894, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 23.25, "time": 0.7658634083345532, "total_loss": 1.4188993337011198} {"data_time": 0.01656516920775175, "eta_seconds": 28371.280534752645, "iteration": 232479, "loss_fcos_cls": 0.2062644740799442, "loss_fcos_ctr": 0.6155850999057293, "loss_fcos_loc": 0.17772155336569995, "loss_mask": 0.2494468754157424, "loss_maskiou": 0.004733916197437793, "loss_sem_seg": 0.19978281389921904, "lr": 0.001, "mask_rcnn/accuracy": 0.8850944885717167, "mask_rcnn/false_negative": 0.08911924506362039, "mask_rcnn/false_positive": 0.14527392046676135, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7520383931696415, "total_loss": 1.43283383261587} {"data_time": 0.016445204615592957, "eta_seconds": 28345.767449107952, "iteration": 232499, "loss_fcos_cls": 0.2022674975451082, "loss_fcos_ctr": 0.6167879588901997, "loss_fcos_loc": 0.1652969737770036, "loss_mask": 0.2582734217867255, "loss_maskiou": 0.004711696543381549, "loss_sem_seg": 0.2087172451429069, "lr": 0.001, "mask_rcnn/accuracy": 0.891714222071365, "mask_rcnn/false_negative": 0.090994801792215, "mask_rcnn/false_positive": 0.12169263301165875, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 27.25, "time": 0.7471517166122794, "total_loss": 1.4578831972030457} {"data_time": 0.017866143956780434, "eta_seconds": 28357.668505085632, "iteration": 232519, "loss_fcos_cls": 0.19231884297914803, "loss_fcos_ctr": 0.6171813285909593, "loss_fcos_loc": 0.1742853375035338, "loss_mask": 0.24368610000237823, "loss_maskiou": 0.004391958849737421, "loss_sem_seg": 0.19441222865134478, "lr": 0.001, "mask_rcnn/accuracy": 0.8867036885545797, "mask_rcnn/false_negative": 0.10608830094301383, "mask_rcnn/false_positive": 0.11599674900228368, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 32.25, "time": 0.7852477598935366, "total_loss": 1.4239530535123777} {"data_time": 0.01645512878894806, "eta_seconds": 28342.536748459563, "iteration": 232539, "loss_fcos_cls": 0.20819521471275948, "loss_fcos_ctr": 0.614942024461925, "loss_fcos_loc": 0.17485284130088985, "loss_mask": 0.24477240210399032, "loss_maskiou": 0.004098385925317416, "loss_sem_seg": 0.18799166474491358, "lr": 0.001, "mask_rcnn/accuracy": 0.8852595324944857, "mask_rcnn/false_negative": 0.0870429485264257, "mask_rcnn/false_positive": 0.13930492789568594, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.25, "time": 0.7504894835874438, "total_loss": 1.456635456328513} {"data_time": 0.016334939748048782, "eta_seconds": 28337.812047651038, "iteration": 232559, "loss_fcos_cls": 0.20524877426214516, "loss_fcos_ctr": 0.6160047217272222, "loss_fcos_loc": 0.17553452722495422, "loss_mask": 0.2537397462874651, "loss_maskiou": 0.004610308205883484, "loss_sem_seg": 0.20671260519884527, "lr": 0.001, "mask_rcnn/accuracy": 0.8813766845053239, "mask_rcnn/false_negative": 0.09875386957094846, "mask_rcnn/false_positive": 0.13682536478602525, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.5, "time": 0.7688505919650197, "total_loss": 1.4468895848331158} {"data_time": 0.01706231664866209, "eta_seconds": 28321.607001085766, "iteration": 232579, "loss_fcos_cls": 0.20153128606034443, "loss_fcos_ctr": 0.616160539444536, "loss_fcos_loc": 0.1778773110709153, "loss_mask": 0.25071337074041367, "loss_maskiou": 0.004618904575181659, "loss_sem_seg": 0.179769727808889, "lr": 0.001, "mask_rcnn/accuracy": 0.8842606428164486, "mask_rcnn/false_negative": 0.11239825389468856, "mask_rcnn/false_positive": 0.13982066025072232, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.75, "time": 0.7494791178032756, "total_loss": 1.4301123968107277} {"data_time": 0.016307945363223553, "eta_seconds": 28330.699774827808, "iteration": 232599, "loss_fcos_cls": 0.19843745976686478, "loss_fcos_ctr": 0.6178187457844615, "loss_fcos_loc": 0.17004149628337473, "loss_mask": 0.25509251840412617, "loss_maskiou": 0.004657784858864034, "loss_sem_seg": 0.20389766618609428, "lr": 0.001, "mask_rcnn/accuracy": 0.8894415993533845, "mask_rcnn/false_negative": 0.10806966561003745, "mask_rcnn/false_positive": 0.11272872648682213, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.75, "time": 0.7547173006460071, "total_loss": 1.457870289515995} {"data_time": 0.017490198835730553, "eta_seconds": 28315.55007306859, "iteration": 232619, "loss_fcos_cls": 0.20666757808066905, "loss_fcos_ctr": 0.6146176196634769, "loss_fcos_loc": 0.16441673482768238, "loss_mask": 0.24644752405583858, "loss_maskiou": 0.004385912488942267, "loss_sem_seg": 0.18241223110817373, "lr": 0.001, "mask_rcnn/accuracy": 0.8865401907889593, "mask_rcnn/false_negative": 0.07299648760721084, "mask_rcnn/false_positive": 0.14859321514604829, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 25.75, "time": 0.7421999704092741, "total_loss": 1.4166356772257132} {"data_time": 0.01589400228112936, "eta_seconds": 28279.148507201113, "iteration": 232639, "loss_fcos_cls": 0.20902825216762722, "loss_fcos_ctr": 0.6144180987030268, "loss_fcos_loc": 0.16950967581942677, "loss_mask": 0.24607821460813284, "loss_maskiou": 0.004343470907770097, "loss_sem_seg": 0.20720240334048867, "lr": 0.001, "mask_rcnn/accuracy": 0.8661796536796538, "mask_rcnn/false_negative": 0.12171879774603431, "mask_rcnn/false_positive": 0.14428298103834822, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 31.5, "time": 0.7423022938892245, "total_loss": 1.4359183254709933} {"data_time": 0.01808981131762266, "eta_seconds": 28264.010181938298, "iteration": 232659, "loss_fcos_cls": 0.2019292451441288, "loss_fcos_ctr": 0.6141846496611834, "loss_fcos_loc": 0.16841762966942042, "loss_mask": 0.24526049382984638, "loss_maskiou": 0.004210033985145856, "loss_sem_seg": 0.21044876566156745, "lr": 0.001, "mask_rcnn/accuracy": 0.8720508658008659, "mask_rcnn/false_negative": 0.1122804653828384, "mask_rcnn/false_positive": 0.13607956199932525, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 27.0, "time": 0.752222734503448, "total_loss": 1.434401017279015} {"data_time": 0.014442376792430878, "eta_seconds": 28241.890699749812, "iteration": 232679, "loss_fcos_cls": 0.20301042404025793, "loss_fcos_ctr": 0.6166338073089719, "loss_fcos_loc": 0.17780808126553893, "loss_mask": 0.25378113333135843, "loss_maskiou": 0.0048354107566410676, "loss_sem_seg": 0.1883882024558261, "lr": 0.001, "mask_rcnn/accuracy": 0.8825012147716229, "mask_rcnn/false_negative": 0.08563880151839175, "mask_rcnn/false_positive": 0.12888502967450677, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 34.75, "time": 0.7545870505273342, "total_loss": 1.4597533509513596} {"data_time": 0.014603318646550179, "eta_seconds": 28237.024659744464, "iteration": 232699, "loss_fcos_cls": 0.21019243961200118, "loss_fcos_ctr": 0.6149568716064095, "loss_fcos_loc": 0.16864463116507977, "loss_mask": 0.2576840268447995, "loss_maskiou": 0.004774348639330128, "loss_sem_seg": 0.19837293727323413, "lr": 0.001, "mask_rcnn/accuracy": 0.8899165480145547, "mask_rcnn/false_negative": 0.08022272682489337, "mask_rcnn/false_positive": 0.12876223225384856, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.25, "time": 0.7604106841608882, "total_loss": 1.4505700199806597} {"data_time": 0.016724039800465107, "eta_seconds": 28221.884569848888, "iteration": 232719, "loss_fcos_cls": 0.20381684298627079, "loss_fcos_ctr": 0.6172975497320294, "loss_fcos_loc": 0.18091210909187794, "loss_mask": 0.26744018867611885, "loss_maskiou": 0.004433862488269824, "loss_sem_seg": 0.18852838268503547, "lr": 0.001, "mask_rcnn/accuracy": 0.8844323301128962, "mask_rcnn/false_negative": 0.09561940462806859, "mask_rcnn/false_positive": 0.12914419771403887, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 30.0, "time": 0.7512492528185248, "total_loss": 1.4772711351615726} {"data_time": 0.016797767020761967, "eta_seconds": 28186.83045363892, "iteration": 232739, "loss_fcos_cls": 0.21012460975907743, "loss_fcos_ctr": 0.6171680330298841, "loss_fcos_loc": 0.17366016004234552, "loss_mask": 0.2631414206698537, "loss_maskiou": 0.0051440901443129405, "loss_sem_seg": 0.197544303140603, "lr": 0.001, "mask_rcnn/accuracy": 0.8822352484472049, "mask_rcnn/false_negative": 0.11342009432229636, "mask_rcnn/false_positive": 0.13297512394856512, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 36.5, "time": 0.74887699726969, "total_loss": 1.4858910268521868} {"data_time": 0.017753119580447674, "eta_seconds": 28185.37629479263, "iteration": 232759, "loss_fcos_cls": 0.20576260858797468, "loss_fcos_ctr": 0.6174846282228827, "loss_fcos_loc": 0.18826972891110927, "loss_mask": 0.27417160477489233, "loss_maskiou": 0.0048588314894004725, "loss_sem_seg": 0.19320249278098345, "lr": 0.001, "mask_rcnn/accuracy": 0.8714958212600669, "mask_rcnn/false_negative": 0.1048718153109512, "mask_rcnn/false_positive": 0.1353606614629706, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 33.5, "time": 0.7648484855890274, "total_loss": 1.4647966597549384} {"data_time": 0.016188401728868484, "eta_seconds": 28166.217779142782, "iteration": 232779, "loss_fcos_cls": 0.20107217063196003, "loss_fcos_ctr": 0.6173976147547364, "loss_fcos_loc": 0.1695716567337513, "loss_mask": 0.25820744317024946, "loss_maskiou": 0.00419313796737697, "loss_sem_seg": 0.18750845291651785, "lr": 0.001, "mask_rcnn/accuracy": 0.8878231867071154, "mask_rcnn/false_negative": 0.08330119771345612, "mask_rcnn/false_positive": 0.12575098659087947, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 24.5, "time": 0.7384025221690536, "total_loss": 1.4386643601174} {"data_time": 0.017884685657918453, "eta_seconds": 28151.083195021376, "iteration": 232799, "loss_fcos_cls": 0.19683516607619822, "loss_fcos_ctr": 0.6141469851136208, "loss_fcos_loc": 0.16835898207500577, "loss_mask": 0.25603201799094677, "loss_maskiou": 0.00533435072429711, "loss_sem_seg": 0.18609511596150696, "lr": 0.001, "mask_rcnn/accuracy": 0.8918409780742043, "mask_rcnn/false_negative": 0.08594437490972257, "mask_rcnn/false_positive": 0.13750979831266436, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7406249362975359, "total_loss": 1.4499519711680477} {"data_time": 0.016027450561523438, "eta_seconds": 28130.69215569459, "iteration": 232819, "loss_fcos_cls": 0.20650843810290098, "loss_fcos_ctr": 0.6160333687439561, "loss_fcos_loc": 0.17591660120524466, "loss_mask": 0.26036229683086276, "loss_maskiou": 0.005213661141169723, "loss_sem_seg": 0.20691178552806377, "lr": 0.001, "mask_rcnn/accuracy": 0.8858769801023858, "mask_rcnn/false_negative": 0.09841332528825558, "mask_rcnn/false_positive": 0.12991093569983825, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.75, "time": 0.7483813483268023, "total_loss": 1.4685043997742468} {"data_time": 0.01612959522753954, "eta_seconds": 28111.18344885204, "iteration": 232839, "loss_fcos_cls": 0.19852126226760447, "loss_fcos_ctr": 0.6182124391198158, "loss_fcos_loc": 0.1678290725685656, "loss_mask": 0.24281962402164936, "loss_maskiou": 0.004453568515600637, "loss_sem_seg": 0.21006612572818995, "lr": 0.001, "mask_rcnn/accuracy": 0.8991423269141818, "mask_rcnn/false_negative": 0.08698329857914175, "mask_rcnn/false_positive": 0.1371860154371477, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.75, "time": 0.7565362490713596, "total_loss": 1.4557459684438072} {"data_time": 0.015894713811576366, "eta_seconds": 28087.06065162178, "iteration": 232859, "loss_fcos_cls": 0.20038821350317448, "loss_fcos_ctr": 0.6130628017708659, "loss_fcos_loc": 0.16337752237450331, "loss_mask": 0.26291999826207757, "loss_maskiou": 0.004400484831421636, "loss_sem_seg": 0.20873681688681245, "lr": 0.001, "mask_rcnn/accuracy": 0.8954850952618809, "mask_rcnn/false_negative": 0.08991237089227222, "mask_rcnn/false_positive": 0.12039711148236416, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.75, "time": 0.7540364228188992, "total_loss": 1.4350614425638923} {"data_time": 0.016853823326528072, "eta_seconds": 28057.229185818695, "iteration": 232879, "loss_fcos_cls": 0.1968868551775813, "loss_fcos_ctr": 0.6165689779445529, "loss_fcos_loc": 0.17091907758731395, "loss_mask": 0.2495795851573348, "loss_maskiou": 0.005007763222238282, "loss_sem_seg": 0.2008597212843597, "lr": 0.001, "mask_rcnn/accuracy": 0.899028550814265, "mask_rcnn/false_negative": 0.09139757698126247, "mask_rcnn/false_positive": 0.12038255963106329, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 24.75, "time": 0.7601841827854514, "total_loss": 1.4778864822001196} {"data_time": 0.015088200569152832, "eta_seconds": 28017.461820141412, "iteration": 232899, "loss_fcos_cls": 0.20107490825466812, "loss_fcos_ctr": 0.6147473240271211, "loss_fcos_loc": 0.16901791817508638, "loss_mask": 0.2517393808811903, "loss_maskiou": 0.004420935962116346, "loss_sem_seg": 0.20390816871076822, "lr": 0.001, "mask_rcnn/accuracy": 0.9117417800453514, "mask_rcnn/false_negative": 0.07185074258331817, "mask_rcnn/false_positive": 0.10166610354403222, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.0, "time": 0.7265464942902327, "total_loss": 1.42989436118296} {"data_time": 0.01717398874461651, "eta_seconds": 27996.641101681627, "iteration": 232919, "loss_fcos_cls": 0.20443302090279758, "loss_fcos_ctr": 0.614280134672299, "loss_fcos_loc": 0.17289109190460294, "loss_mask": 0.2545000370591879, "loss_maskiou": 0.004720158765849192, "loss_sem_seg": 0.18982650293037295, "lr": 0.001, "mask_rcnn/accuracy": 0.8760792686435477, "mask_rcnn/false_negative": 0.08447539164865955, "mask_rcnn/false_positive": 0.16051848017837345, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 31.25, "time": 0.7485819291323423, "total_loss": 1.4749087069230882} {"data_time": 0.014556827954947948, "eta_seconds": 27957.758696684614, "iteration": 232939, "loss_fcos_cls": 0.2100508693838492, "loss_fcos_ctr": 0.6149818361736834, "loss_fcos_loc": 0.17388406477402896, "loss_mask": 0.26161622582003474, "loss_maskiou": 0.005153617908945307, "loss_sem_seg": 0.2034392156638205, "lr": 0.001, "mask_rcnn/accuracy": 0.8811350931677019, "mask_rcnn/false_negative": 0.11557144552502119, "mask_rcnn/false_positive": 0.12167397466827343, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.0, "time": 0.7453662911430001, "total_loss": 1.475927683615737} {"data_time": 0.015274270437657833, "eta_seconds": 27944.63605199475, "iteration": 232959, "loss_fcos_cls": 0.2097894799662754, "loss_fcos_ctr": 0.6161097018048167, "loss_fcos_loc": 0.17373841011431068, "loss_mask": 0.25956950429826975, "loss_maskiou": 0.004299064145016018, "loss_sem_seg": 0.20275338180363178, "lr": 0.001, "mask_rcnn/accuracy": 0.8779598377812663, "mask_rcnn/false_negative": 0.11049831521195322, "mask_rcnn/false_positive": 0.13216981045249782, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.5, "time": 0.7599061215296388, "total_loss": 1.4569481624384935} {"data_time": 0.01595386117696762, "eta_seconds": 27947.5769186588, "iteration": 232979, "loss_fcos_cls": 0.21743131428956985, "loss_fcos_ctr": 0.6144007756374776, "loss_fcos_loc": 0.17042121716076508, "loss_mask": 0.24770357506349683, "loss_maskiou": 0.00448824409613735, "loss_sem_seg": 0.20449431100860238, "lr": 0.001, "mask_rcnn/accuracy": 0.9038052721088435, "mask_rcnn/false_negative": 0.09161164922016567, "mask_rcnn/false_positive": 0.10191887600054814, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 23.75, "time": 0.759617724455893, "total_loss": 1.4555968937056605} {"data_time": 0.01675662025809288, "eta_seconds": 27936.240052946843, "iteration": 232999, "loss_fcos_cls": 0.2194928217213601, "loss_fcos_ctr": 0.6190378665924072, "loss_fcos_loc": 0.18164270953275263, "loss_mask": 0.2537649795413017, "loss_maskiou": 0.0046399608690990135, "loss_sem_seg": 0.18968193978071213, "lr": 0.001, "mask_rcnn/accuracy": 0.8746261073110563, "mask_rcnn/false_negative": 0.1052668649138023, "mask_rcnn/false_positive": 0.14041581515588936, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 32.25, "time": 0.7666626200079918, "total_loss": 1.4729228740761755} {"data_time": 0.015609543770551682, "eta_seconds": 27909.10199183598, "iteration": 233019, "loss_fcos_cls": 0.2093405006453395, "loss_fcos_ctr": 0.6147108627483249, "loss_fcos_loc": 0.17330397060140967, "loss_mask": 0.2586823897436261, "loss_maskiou": 0.005013536399928853, "loss_sem_seg": 0.2040326240239665, "lr": 0.001, "mask_rcnn/accuracy": 0.8902863824101068, "mask_rcnn/false_negative": 0.10023864992029276, "mask_rcnn/false_positive": 0.1449654392936216, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 30.0, "time": 0.7565244669094682, "total_loss": 1.4679265650192974} {"data_time": 0.016199243254959583, "eta_seconds": 27907.79928143602, "iteration": 233039, "loss_fcos_cls": 0.20769909513182938, "loss_fcos_ctr": 0.6164788706228137, "loss_fcos_loc": 0.17160045698983595, "loss_mask": 0.2502474198117852, "loss_maskiou": 0.004899514256976545, "loss_sem_seg": 0.2051473706960678, "lr": 0.001, "mask_rcnn/accuracy": 0.9018385144755576, "mask_rcnn/false_negative": 0.08991681038304865, "mask_rcnn/false_positive": 0.11948076246126263, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 28.0, "time": 0.7693208670243621, "total_loss": 1.439489775650145} {"data_time": 0.017173146829009056, "eta_seconds": 27912.26038059313, "iteration": 233059, "loss_fcos_cls": 0.20607211772585288, "loss_fcos_ctr": 0.6173132015392184, "loss_fcos_loc": 0.17254129785578698, "loss_mask": 0.2465727049857378, "loss_maskiou": 0.004526823271589819, "loss_sem_seg": 0.19997638696804643, "lr": 0.001, "mask_rcnn/accuracy": 0.9009814590171733, "mask_rcnn/false_negative": 0.0790814605633438, "mask_rcnn/false_positive": 0.11047651540788682, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 25.0, "time": 0.7571237338706851, "total_loss": 1.470931603347708} {"data_time": 0.016604548320174217, "eta_seconds": 27897.148575075902, "iteration": 233079, "loss_fcos_cls": 0.20987797155976295, "loss_fcos_ctr": 0.6121910698711872, "loss_fcos_loc": 0.1671869154088199, "loss_mask": 0.25922311190515757, "loss_maskiou": 0.004714476614026353, "loss_sem_seg": 0.20610048668459058, "lr": 0.001, "mask_rcnn/accuracy": 0.8894557823129252, "mask_rcnn/false_negative": 0.09964686320982369, "mask_rcnn/false_positive": 0.1335626439814518, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.0, "time": 0.7544307475909591, "total_loss": 1.463344501753454} {"data_time": 0.018734860233962536, "eta_seconds": 27905.290985973552, "iteration": 233099, "loss_fcos_cls": 0.20529590058140457, "loss_fcos_ctr": 0.6158591210842133, "loss_fcos_loc": 0.17070084845181555, "loss_mask": 0.24286883091554046, "loss_maskiou": 0.004282178124412894, "loss_sem_seg": 0.21615225507412106, "lr": 0.001, "mask_rcnn/accuracy": 0.8811100373073177, "mask_rcnn/false_negative": 0.10751148378926689, "mask_rcnn/false_positive": 0.12857801600970153, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 25.0, "time": 0.7620269786566496, "total_loss": 1.436777741790138} {"data_time": 0.016577103175222874, "eta_seconds": 27883.207203705795, "iteration": 233119, "loss_fcos_cls": 0.20276374951936305, "loss_fcos_ctr": 0.6146126231178641, "loss_fcos_loc": 0.16467800654936582, "loss_mask": 0.25253218691796064, "loss_maskiou": 0.004656235032598488, "loss_sem_seg": 0.18822122691199183, "lr": 0.001, "mask_rcnn/accuracy": 0.879342072910331, "mask_rcnn/false_negative": 0.10396803088513938, "mask_rcnn/false_positive": 0.11730952810482187, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.75, "time": 0.7579461857676506, "total_loss": 1.4436342296576186} {"data_time": 0.016308915801346302, "eta_seconds": 27851.421424811706, "iteration": 233139, "loss_fcos_cls": 0.20132587081752717, "loss_fcos_ctr": 0.6182739101350307, "loss_fcos_loc": 0.16707100940402597, "loss_mask": 0.25046227453276515, "loss_maskiou": 0.004566108709695982, "loss_sem_seg": 0.18143995734862983, "lr": 0.001, "mask_rcnn/accuracy": 0.8970202785987422, "mask_rcnn/false_negative": 0.09070629986862275, "mask_rcnn/false_positive": 0.11183508196805525, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.0, "time": 0.7187147280201316, "total_loss": 1.429092837835924} {"data_time": 0.017678111791610718, "eta_seconds": 27826.880797164515, "iteration": 233159, "loss_fcos_cls": 0.1966131232911721, "loss_fcos_ctr": 0.6128700729459524, "loss_fcos_loc": 0.16072195617016405, "loss_mask": 0.2596312575042248, "loss_maskiou": 0.0049638707205303945, "loss_sem_seg": 0.190276597160846, "lr": 0.001, "mask_rcnn/accuracy": 0.8746582010182509, "mask_rcnn/false_negative": 0.09745935046988291, "mask_rcnn/false_positive": 0.15324252089669396, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7513574296608567, "total_loss": 1.45136660564458} {"data_time": 0.015604404732584953, "eta_seconds": 27821.58954748977, "iteration": 233179, "loss_fcos_cls": 0.21127436985261738, "loss_fcos_ctr": 0.6159205120056868, "loss_fcos_loc": 0.17464143736287951, "loss_mask": 0.26148638036102057, "loss_maskiou": 0.004586305421980796, "loss_sem_seg": 0.2036569402553141, "lr": 0.001, "mask_rcnn/accuracy": 0.8874719887955183, "mask_rcnn/false_negative": 0.10365076272766256, "mask_rcnn/false_positive": 0.12701729179019416, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 27.5, "time": 0.7612430183216929, "total_loss": 1.4673329449906305} {"data_time": 0.01627859566360712, "eta_seconds": 27806.08664589934, "iteration": 233199, "loss_fcos_cls": 0.20038467971608043, "loss_fcos_ctr": 0.6160647189244628, "loss_fcos_loc": 0.17176812887191772, "loss_mask": 0.2435800852254033, "loss_maskiou": 0.004521789131104015, "loss_sem_seg": 0.19964608224108815, "lr": 0.001, "mask_rcnn/accuracy": 0.9123311283387814, "mask_rcnn/false_negative": 0.08057725884720862, "mask_rcnn/false_positive": 0.11957275052007352, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.0, "time": 0.753100567497313, "total_loss": 1.4026215933190542} {"data_time": 0.016215755604207516, "eta_seconds": 27795.41672434192, "iteration": 233219, "loss_fcos_cls": 0.2058525230968371, "loss_fcos_ctr": 0.6176598407328129, "loss_fcos_loc": 0.17280893493443727, "loss_mask": 0.2611543834209442, "loss_maskiou": 0.004702715566963889, "loss_sem_seg": 0.21143198432400823, "lr": 0.001, "mask_rcnn/accuracy": 0.8886032468064679, "mask_rcnn/false_negative": 0.08477100498945386, "mask_rcnn/false_positive": 0.1832438600971692, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 35.0, "time": 0.765160083770752, "total_loss": 1.465267529252742} {"data_time": 0.017649555578827858, "eta_seconds": 27780.112259361893, "iteration": 233239, "loss_fcos_cls": 0.20625653909519315, "loss_fcos_ctr": 0.6154098613187671, "loss_fcos_loc": 0.16970055393176153, "loss_mask": 0.2462774133309722, "loss_maskiou": 0.004410255787661299, "loss_sem_seg": 0.1782332651782781, "lr": 0.001, "mask_rcnn/accuracy": 0.8957270408163265, "mask_rcnn/false_negative": 0.08947873662332995, "mask_rcnn/false_positive": 0.10961670557251335, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 23.25, "time": 0.7646770253777504, "total_loss": 1.4150677546131192} {"data_time": 0.017499619163572788, "eta_seconds": 27775.485162944533, "iteration": 233259, "loss_fcos_cls": 0.2044876664876938, "loss_fcos_ctr": 0.6166248237714171, "loss_fcos_loc": 0.17906781937927008, "loss_mask": 0.257628433406353, "loss_maskiou": 0.004677711287513375, "loss_sem_seg": 0.18903101957403123, "lr": 0.001, "mask_rcnn/accuracy": 0.873294383217714, "mask_rcnn/false_negative": 0.10234668099231706, "mask_rcnn/false_positive": 0.13104024286853178, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.75, "time": 0.7707968521863222, "total_loss": 1.4631355296587572} {"data_time": 0.016340814530849457, "eta_seconds": 27742.561534574255, "iteration": 233279, "loss_fcos_cls": 0.2068837407277897, "loss_fcos_ctr": 0.6136710317805409, "loss_fcos_loc": 0.17010717070661485, "loss_mask": 0.25726211443543434, "loss_maskiou": 0.00487778389651794, "loss_sem_seg": 0.19670340395532548, "lr": 0.001, "mask_rcnn/accuracy": 0.8825550911854103, "mask_rcnn/false_negative": 0.09782485992553867, "mask_rcnn/false_positive": 0.14687846035621288, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 37.5, "time": 0.7521601021289825, "total_loss": 1.4632992458791705} {"data_time": 0.016474966891109943, "eta_seconds": 27734.77054570988, "iteration": 233299, "loss_fcos_cls": 0.20587977091781795, "loss_fcos_ctr": 0.6153512997552752, "loss_fcos_loc": 0.1683979814988561, "loss_mask": 0.2511647758074105, "loss_maskiou": 0.0044136074429843575, "loss_sem_seg": 0.1967047534417361, "lr": 0.001, "mask_rcnn/accuracy": 0.9055328798185941, "mask_rcnn/false_negative": 0.07081394193667326, "mask_rcnn/false_positive": 0.13923360382560085, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.25, "time": 0.7584780538454652, "total_loss": 1.461622863280354} {"data_time": 0.01809237990528345, "eta_seconds": 27706.029003577307, "iteration": 233319, "loss_fcos_cls": 0.20279049477539957, "loss_fcos_ctr": 0.6158086517825723, "loss_fcos_loc": 0.1740836176322773, "loss_mask": 0.26241751480847597, "loss_maskiou": 0.004498693344430649, "loss_sem_seg": 0.20806995779275894, "lr": 0.001, "mask_rcnn/accuracy": 0.8792796591606062, "mask_rcnn/false_negative": 0.11307115762933594, "mask_rcnn/false_positive": 0.137319197448537, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.75, "time": 0.7517396407201886, "total_loss": 1.4696280497082626} {"data_time": 0.014850768260657787, "eta_seconds": 27681.28106535878, "iteration": 233339, "loss_fcos_cls": 0.20892254682257771, "loss_fcos_ctr": 0.6151139279827476, "loss_fcos_loc": 0.16456188895972446, "loss_mask": 0.24386347038671374, "loss_maskiou": 0.004269702738383785, "loss_sem_seg": 0.2068974026478827, "lr": 0.001, "mask_rcnn/accuracy": 0.8867111576773568, "mask_rcnn/false_negative": 0.09452575462930818, "mask_rcnn/false_positive": 0.14094395353757075, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.753101309761405, "total_loss": 1.4570556923281401} {"data_time": 0.015784217976033688, "eta_seconds": 27671.573890842497, "iteration": 233359, "loss_fcos_cls": 0.2064402219839394, "loss_fcos_ctr": 0.6169256940484047, "loss_fcos_loc": 0.17793356161564589, "loss_mask": 0.24338520504534245, "loss_maskiou": 0.004050043236929923, "loss_sem_seg": 0.1961289185564965, "lr": 0.001, "mask_rcnn/accuracy": 0.9006742375107867, "mask_rcnn/false_negative": 0.07910760805085337, "mask_rcnn/false_positive": 0.10938348424212312, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 27.5, "time": 0.7583400700241327, "total_loss": 1.4276028797685285} {"data_time": 0.016730980947613716, "eta_seconds": 27634.233530396596, "iteration": 233379, "loss_fcos_cls": 0.204646056285128, "loss_fcos_ctr": 0.6179511956870556, "loss_fcos_loc": 0.17513437260640785, "loss_mask": 0.2560079703107476, "loss_maskiou": 0.004812548597328714, "loss_sem_seg": 0.19264286616817117, "lr": 0.001, "mask_rcnn/accuracy": 0.906199018068766, "mask_rcnn/false_negative": 0.08044227427922063, "mask_rcnn/false_positive": 0.11486874504415438, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.0, "time": 0.7350870063528419, "total_loss": 1.4512675090081757} {"data_time": 0.015499749220907688, "eta_seconds": 27613.568781396374, "iteration": 233399, "loss_fcos_cls": 0.2046180081088096, "loss_fcos_ctr": 0.6134534780867398, "loss_fcos_loc": 0.17156736575998366, "loss_mask": 0.2548238318413496, "loss_maskiou": 0.0048801952580106445, "loss_sem_seg": 0.21008651051670313, "lr": 0.001, "mask_rcnn/accuracy": 0.876529658337694, "mask_rcnn/false_negative": 0.10540143800866132, "mask_rcnn/false_positive": 0.1334965536421966, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 30.75, "time": 0.7589148702099919, "total_loss": 1.4550150381983258} {"data_time": 0.01623092219233513, "eta_seconds": 27610.301722705364, "iteration": 233419, "loss_fcos_cls": 0.20363453007303178, "loss_fcos_ctr": 0.6183990743011236, "loss_fcos_loc": 0.16715829155873507, "loss_mask": 0.2533166268840432, "loss_maskiou": 0.004534441526629962, "loss_sem_seg": 0.19296526722609997, "lr": 0.001, "mask_rcnn/accuracy": 0.8892720065031883, "mask_rcnn/false_negative": 0.07835995131969267, "mask_rcnn/false_positive": 0.1400505338710587, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 34.25, "time": 0.7719999430701137, "total_loss": 1.4626764444674336} {"data_time": 0.017991935834288597, "eta_seconds": 27595.206289708614, "iteration": 233439, "loss_fcos_cls": 0.19879439705982804, "loss_fcos_ctr": 0.6163003174588084, "loss_fcos_loc": 0.1711726012872532, "loss_mask": 0.26107144728302956, "loss_maskiou": 0.0046332594502018765, "loss_sem_seg": 0.209073189413175, "lr": 0.001, "mask_rcnn/accuracy": 0.8836857216290772, "mask_rcnn/false_negative": 0.10488447661044696, "mask_rcnn/false_positive": 0.1294849631715793, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7508381241932511, "total_loss": 1.4787518164375797} {"data_time": 0.017188980244100094, "eta_seconds": 27580.110856711864, "iteration": 233459, "loss_fcos_cls": 0.20862107258290052, "loss_fcos_ctr": 0.6167543064802885, "loss_fcos_loc": 0.17941291630268097, "loss_mask": 0.2647528611123562, "loss_maskiou": 0.004285220966266934, "loss_sem_seg": 0.19541016011498868, "lr": 0.001, "mask_rcnn/accuracy": 0.8830532850895461, "mask_rcnn/false_negative": 0.09621348996161486, "mask_rcnn/false_positive": 0.1268280318473886, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.0, "time": 0.7608706615865231, "total_loss": 1.4596985428070184} {"data_time": 0.016638650558888912, "eta_seconds": 27558.77345685847, "iteration": 233479, "loss_fcos_cls": 0.19817057222826406, "loss_fcos_ctr": 0.6162021774798632, "loss_fcos_loc": 0.17219004171784036, "loss_mask": 0.24540189653635025, "loss_maskiou": 0.0050215204391861334, "loss_sem_seg": 0.19830488110892475, "lr": 0.001, "mask_rcnn/accuracy": 0.9018412275454528, "mask_rcnn/false_negative": 0.0741342797882823, "mask_rcnn/false_positive": 0.10102373474732769, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.25, "time": 0.7413402190431952, "total_loss": 1.434533822161029} {"data_time": 0.015891660004854202, "eta_seconds": 27538.12393349223, "iteration": 233499, "loss_fcos_cls": 0.21888335683615878, "loss_fcos_ctr": 0.6194257270544767, "loss_fcos_loc": 0.1840139654232189, "loss_mask": 0.26273440290242434, "loss_maskiou": 0.005193226388655603, "loss_sem_seg": 0.18833558063488454, "lr": 0.001, "mask_rcnn/accuracy": 0.8842013220382492, "mask_rcnn/false_negative": 0.11368535730531362, "mask_rcnn/false_positive": 0.1182359184622223, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 27.5, "time": 0.744129647500813, "total_loss": 1.4903148045414127} {"data_time": 0.017415772192180157, "eta_seconds": 27522.15836000163, "iteration": 233519, "loss_fcos_cls": 0.20032101939432323, "loss_fcos_ctr": 0.6131827896460891, "loss_fcos_loc": 0.15849734807852656, "loss_mask": 0.24193814443424344, "loss_maskiou": 0.004707885025709402, "loss_sem_seg": 0.2112757177092135, "lr": 0.001, "mask_rcnn/accuracy": 0.9088883202183695, "mask_rcnn/false_negative": 0.08142200095343193, "mask_rcnn/false_positive": 0.10590940875652641, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.75, "time": 0.7588254734873772, "total_loss": 1.450151712695515} {"data_time": 0.016869716346263885, "eta_seconds": 27503.81689683348, "iteration": 233539, "loss_fcos_cls": 0.20270807552151382, "loss_fcos_ctr": 0.6145652187988162, "loss_fcos_loc": 0.16508691594935954, "loss_mask": 0.24481246853247285, "loss_maskiou": 0.004410734021803364, "loss_sem_seg": 0.19385799230076373, "lr": 0.001, "mask_rcnn/accuracy": 0.8910519278964224, "mask_rcnn/false_negative": 0.09351381112094419, "mask_rcnn/false_positive": 0.136568185160931, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 32.0, "time": 0.7318017790094018, "total_loss": 1.4465032276057173} {"data_time": 0.017845201306045055, "eta_seconds": 27475.52275326848, "iteration": 233559, "loss_fcos_cls": 0.2152946807909757, "loss_fcos_ctr": 0.6178373824805021, "loss_fcos_loc": 0.17895016621332616, "loss_mask": 0.2613845788873732, "loss_maskiou": 0.0049374809168512, "loss_sem_seg": 0.20065438048914075, "lr": 0.001, "mask_rcnn/accuracy": 0.8792153159340659, "mask_rcnn/false_negative": 0.09530734514421516, "mask_rcnn/false_positive": 0.13807307494972407, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.25, "time": 0.7469452442601323, "total_loss": 1.4589876153186196} {"data_time": 0.015803251415491104, "eta_seconds": 27462.904341093265, "iteration": 233579, "loss_fcos_cls": 0.2041538015473634, "loss_fcos_ctr": 0.61511335009709, "loss_fcos_loc": 0.17581244395114481, "loss_mask": 0.25916608376428485, "loss_maskiou": 0.004940041721056332, "loss_sem_seg": 0.2005294319242239, "lr": 0.001, "mask_rcnn/accuracy": 0.8908205782312926, "mask_rcnn/false_negative": 0.09007880533760872, "mask_rcnn/false_positive": 0.1086325708998974, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.0, "time": 0.7644034260883927, "total_loss": 1.4632720723784587} {"data_time": 0.016136808320879936, "eta_seconds": 27447.82353367936, "iteration": 233599, "loss_fcos_cls": 0.2151583096710965, "loss_fcos_ctr": 0.6172261107712984, "loss_fcos_loc": 0.18545164994429797, "loss_mask": 0.26709135714918375, "loss_maskiou": 0.0049166663229698315, "loss_sem_seg": 0.19330538366921246, "lr": 0.001, "mask_rcnn/accuracy": 0.8782668886748761, "mask_rcnn/false_negative": 0.08982553002563548, "mask_rcnn/false_positive": 0.14674411741971694, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.75, "time": 0.759685299359262, "total_loss": 1.4608287527917128} {"data_time": 0.01622351910918951, "eta_seconds": 27434.624726761132, "iteration": 233619, "loss_fcos_cls": 0.20274090126622468, "loss_fcos_ctr": 0.6148232016712427, "loss_fcos_loc": 0.16647604876197875, "loss_mask": 0.25119271920993924, "loss_maskiou": 0.004425630922924029, "loss_sem_seg": 0.17370814504101872, "lr": 0.001, "mask_rcnn/accuracy": 0.8932340622321147, "mask_rcnn/false_negative": 0.07557108922604493, "mask_rcnn/false_positive": 0.13844700507035593, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.75, "time": 0.7402772968634963, "total_loss": 1.4272467745031463} {"data_time": 0.016397024504840374, "eta_seconds": 27438.03733919747, "iteration": 233639, "loss_fcos_cls": 0.21086436044424772, "loss_fcos_ctr": 0.6168304849416018, "loss_fcos_loc": 0.17399149993434548, "loss_mask": 0.26300148013979197, "loss_maskiou": 0.004918976883345749, "loss_sem_seg": 0.1941505540162325, "lr": 0.001, "mask_rcnn/accuracy": 0.8668169276284665, "mask_rcnn/false_negative": 0.10038635605529539, "mask_rcnn/false_positive": 0.1545451934638435, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 24.0, "time": 0.7665425213053823, "total_loss": 1.4825401444395538} {"data_time": 0.016811848618090153, "eta_seconds": 27431.469507280737, "iteration": 233659, "loss_fcos_cls": 0.2111944048665464, "loss_fcos_ctr": 0.6137670325115323, "loss_fcos_loc": 0.16832020584843121, "loss_mask": 0.24530989304184914, "loss_maskiou": 0.004278055566828698, "loss_sem_seg": 0.21966274548321962, "lr": 0.001, "mask_rcnn/accuracy": 0.9062374949979992, "mask_rcnn/false_negative": 0.07413941410924156, "mask_rcnn/false_positive": 0.12599281982781405, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.25, "time": 0.7686676401644945, "total_loss": 1.4634621019213228} {"data_time": 0.015564645640552044, "eta_seconds": 27402.294488509186, "iteration": 233679, "loss_fcos_cls": 0.20326795836444944, "loss_fcos_ctr": 0.6134684951975942, "loss_fcos_loc": 0.16056425729766488, "loss_mask": 0.24863246269524097, "loss_maskiou": 0.0040089724145673244, "loss_sem_seg": 0.19352711969986558, "lr": 0.001, "mask_rcnn/accuracy": 0.8980961502576053, "mask_rcnn/false_negative": 0.08646042710821228, "mask_rcnn/false_positive": 0.12117758415503646, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.5, "time": 0.745395852252841, "total_loss": 1.4345533538944437} {"data_time": 0.015748003497719765, "eta_seconds": 27374.297358680516, "iteration": 233699, "loss_fcos_cls": 0.1996698526199907, "loss_fcos_ctr": 0.6168906474485993, "loss_fcos_loc": 0.16663965047337115, "loss_mask": 0.2558408519253135, "loss_maskiou": 0.004077411816979293, "loss_sem_seg": 0.1707811726955697, "lr": 0.001, "mask_rcnn/accuracy": 0.9055805994050041, "mask_rcnn/false_negative": 0.08648080213586629, "mask_rcnn/false_positive": 0.11335677689244503, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.0, "time": 0.7374103823676705, "total_loss": 1.4162354348809458} {"data_time": 0.015338788740336895, "eta_seconds": 27365.301276274957, "iteration": 233719, "loss_fcos_cls": 0.20631052437238395, "loss_fcos_ctr": 0.6186804948374629, "loss_fcos_loc": 0.18250588583759964, "loss_mask": 0.2665161630138755, "loss_maskiou": 0.005066499172244221, "loss_sem_seg": 0.22289118892513216, "lr": 0.001, "mask_rcnn/accuracy": 0.8943340749541826, "mask_rcnn/false_negative": 0.09052941861477512, "mask_rcnn/false_positive": 0.13077588491937464, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.25, "time": 0.7720436872914433, "total_loss": 1.5015374337817775} {"data_time": 0.016590291634202003, "eta_seconds": 27350.21607946325, "iteration": 233739, "loss_fcos_cls": 0.19880977575667202, "loss_fcos_ctr": 0.6175235193222761, "loss_fcos_loc": 0.17151842114981264, "loss_mask": 0.2589795747771859, "loss_maskiou": 0.004400318412081106, "loss_sem_seg": 0.21891971724107862, "lr": 0.001, "mask_rcnn/accuracy": 0.8926289935617104, "mask_rcnn/false_negative": 0.09417297276097689, "mask_rcnn/false_positive": 0.12020721066296992, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 28.5, "time": 0.7531412933021784, "total_loss": 1.481979742689873} {"data_time": 0.01678087469190359, "eta_seconds": 27329.051832620054, "iteration": 233759, "loss_fcos_cls": 0.20676012279000133, "loss_fcos_ctr": 0.6180383125320077, "loss_fcos_loc": 0.1798574592685327, "loss_mask": 0.25403284979984164, "loss_maskiou": 0.004896006525086705, "loss_sem_seg": 0.18160047731362283, "lr": 0.001, "mask_rcnn/accuracy": 0.8889755294830483, "mask_rcnn/false_negative": 0.08875519960774446, "mask_rcnn/false_positive": 0.1356548178369602, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 24.25, "time": 0.7666766792535782, "total_loss": 1.4594879269279772} {"data_time": 0.01670654211193323, "eta_seconds": 27325.15016175341, "iteration": 233779, "loss_fcos_cls": 0.20890808082185686, "loss_fcos_ctr": 0.6175511069595814, "loss_fcos_loc": 0.17254453129135072, "loss_mask": 0.25873540667816997, "loss_maskiou": 0.005208671194850467, "loss_sem_seg": 0.18588259536772966, "lr": 0.001, "mask_rcnn/accuracy": 0.8775455539358601, "mask_rcnn/false_negative": 0.08802489523603681, "mask_rcnn/false_positive": 0.129752675120537, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 32.0, "time": 0.7584586683660746, "total_loss": 1.4689777302846778} {"data_time": 0.014936813153326511, "eta_seconds": 27311.760765907355, "iteration": 233799, "loss_fcos_cls": 0.20774216623976827, "loss_fcos_ctr": 0.6166108334437013, "loss_fcos_loc": 0.17441797023639083, "loss_mask": 0.261594464071095, "loss_maskiou": 0.004518312562140636, "loss_sem_seg": 0.22562773153185844, "lr": 0.001, "mask_rcnn/accuracy": 0.8774539253703265, "mask_rcnn/false_negative": 0.09736615728069802, "mask_rcnn/false_positive": 0.14548713173126893, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.75, "time": 0.7547868117690086, "total_loss": 1.4809220538918453} {"data_time": 0.015398237854242325, "eta_seconds": 27324.178241439164, "iteration": 233819, "loss_fcos_cls": 0.20819183019921184, "loss_fcos_ctr": 0.6164202187210321, "loss_fcos_loc": 0.17205478018149734, "loss_mask": 0.25858687283471227, "loss_maskiou": 0.005235678421740886, "loss_sem_seg": 0.202438457403332, "lr": 0.001, "mask_rcnn/accuracy": 0.8821733821733821, "mask_rcnn/false_negative": 0.1046610465154732, "mask_rcnn/false_positive": 0.1340277582317213, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.75, "time": 0.7726075751706958, "total_loss": 1.48668131379236} {"data_time": 0.01664420124143362, "eta_seconds": 27315.52050575614, "iteration": 233839, "loss_fcos_cls": 0.20391447516158223, "loss_fcos_ctr": 0.6176905455067754, "loss_fcos_loc": 0.17089655250310898, "loss_mask": 0.2661661431193352, "loss_maskiou": 0.004701593410572968, "loss_sem_seg": 0.20667740097269416, "lr": 0.001, "mask_rcnn/accuracy": 0.8767889848246991, "mask_rcnn/false_negative": 0.09592422731493119, "mask_rcnn/false_positive": 0.1403891201265361, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.25, "time": 0.7640217458829284, "total_loss": 1.4895538411583402} {"data_time": 0.016105457209050655, "eta_seconds": 27297.02628950402, "iteration": 233859, "loss_fcos_cls": 0.20391124696470797, "loss_fcos_ctr": 0.6137611158192158, "loss_fcos_loc": 0.1656103297136724, "loss_mask": 0.25822859164327383, "loss_maskiou": 0.005554152696277015, "loss_sem_seg": 0.20039414666825905, "lr": 0.001, "mask_rcnn/accuracy": 0.8842391704876368, "mask_rcnn/false_negative": 0.10654004378557272, "mask_rcnn/false_positive": 0.13500225972884017, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.75, "time": 0.7516081556677818, "total_loss": 1.4452597153867828} {"data_time": 0.014935726299881935, "eta_seconds": 27266.96698851697, "iteration": 233879, "loss_fcos_cls": 0.19702153097023256, "loss_fcos_ctr": 0.6134318113327026, "loss_fcos_loc": 0.16738440142944455, "loss_mask": 0.254093904979527, "loss_maskiou": 0.004505647579208016, "loss_sem_seg": 0.21363503020256758, "lr": 0.001, "mask_rcnn/accuracy": 0.8918596659729523, "mask_rcnn/false_negative": 0.08260546522109534, "mask_rcnn/false_positive": 0.11665460271332445, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 26.75, "time": 0.7498877216130495, "total_loss": 1.4305937248282135} {"data_time": 0.016453738324344158, "eta_seconds": 27254.765017759986, "iteration": 233899, "loss_fcos_cls": 0.2068683817051351, "loss_fcos_ctr": 0.6166901458054781, "loss_fcos_loc": 0.1684966585598886, "loss_mask": 0.25593918235972524, "loss_maskiou": 0.004533375446044374, "loss_sem_seg": 0.1914684760849923, "lr": 0.001, "mask_rcnn/accuracy": 0.8894760285066408, "mask_rcnn/false_negative": 0.08542838082507832, "mask_rcnn/false_positive": 0.1466292801114837, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.25, "time": 0.7444078475236893, "total_loss": 1.4768079923305777} {"data_time": 0.017236809246242046, "eta_seconds": 27255.089609473944, "iteration": 233919, "loss_fcos_cls": 0.21658498549368232, "loss_fcos_ctr": 0.6151828095316887, "loss_fcos_loc": 0.17793042038101703, "loss_mask": 0.2517120037227869, "loss_maskiou": 0.0048101653810590506, "loss_sem_seg": 0.187919290503487, "lr": 0.001, "mask_rcnn/accuracy": 0.8936381617864537, "mask_rcnn/false_negative": 0.08279724671869154, "mask_rcnn/false_positive": 0.11307804413700381, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 23.5, "time": 0.77478670142591, "total_loss": 1.4765508792334003} {"data_time": 0.016317405737936497, "eta_seconds": 27257.739111905918, "iteration": 233939, "loss_fcos_cls": 0.196767739020288, "loss_fcos_ctr": 0.6142172561958432, "loss_fcos_loc": 0.16859374841442332, "loss_mask": 0.2507028356194496, "loss_maskiou": 0.004337568949267734, "loss_sem_seg": 0.20498341647908092, "lr": 0.001, "mask_rcnn/accuracy": 0.8753985969387755, "mask_rcnn/false_negative": 0.08509470370874436, "mask_rcnn/false_positive": 0.13891840499148547, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 25.75, "time": 0.769982841797173, "total_loss": 1.4576714325303328} {"data_time": 0.01737247873097658, "eta_seconds": 27242.621539397165, "iteration": 233959, "loss_fcos_cls": 0.20937087864149362, "loss_fcos_ctr": 0.6175594097003341, "loss_fcos_loc": 0.17463298793882132, "loss_mask": 0.24845287948846817, "loss_maskiou": 0.00442180696700234, "loss_sem_seg": 0.20036754244938493, "lr": 0.001, "mask_rcnn/accuracy": 0.8919652672042386, "mask_rcnn/false_negative": 0.09623972228167046, "mask_rcnn/false_positive": 0.11963349224156886, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 29.75, "time": 0.7654017424210906, "total_loss": 1.4556507547968067} {"data_time": 0.01665202435106039, "eta_seconds": 27218.71588302031, "iteration": 233979, "loss_fcos_cls": 0.19114672485738993, "loss_fcos_ctr": 0.6170003595761955, "loss_fcos_loc": 0.1737890439108014, "loss_mask": 0.25258792378008366, "loss_maskiou": 0.004379837599117309, "loss_sem_seg": 0.22117296291980892, "lr": 0.001, "mask_rcnn/accuracy": 0.8830626935159446, "mask_rcnn/false_negative": 0.1084607786637519, "mask_rcnn/false_positive": 0.12569580394238983, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 29.5, "time": 0.7547491919249296, "total_loss": 1.460554484379827} {"data_time": 0.015268789604306221, "eta_seconds": 27195.496390335262, "iteration": 233999, "loss_fcos_cls": 0.19847996302996762, "loss_fcos_ctr": 0.6156951258890331, "loss_fcos_loc": 0.1773775165202096, "loss_mask": 0.26195227075368166, "loss_maskiou": 0.004460910391571815, "loss_sem_seg": 0.22157880011945963, "lr": 0.001, "mask_rcnn/accuracy": 0.8941094015731292, "mask_rcnn/false_negative": 0.09178253437779839, "mask_rcnn/false_positive": 0.13631963747253212, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7570799635723233, "total_loss": 1.471763167557583} {"data_time": 0.016191457398235798, "eta_seconds": 27168.346110437997, "iteration": 234019, "loss_fcos_cls": 0.21074212982784957, "loss_fcos_ctr": 0.6183471651747823, "loss_fcos_loc": 0.18361016921699047, "loss_mask": 0.25596131943166256, "loss_maskiou": 0.004774333399836905, "loss_sem_seg": 0.219047699123621, "lr": 0.001, "mask_rcnn/accuracy": 0.8790003621065652, "mask_rcnn/false_negative": 0.08421499106921679, "mask_rcnn/false_positive": 0.14525818157084738, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 25.5, "time": 0.7502310229465365, "total_loss": 1.4688151501140965} {"data_time": 0.016852954402565956, "eta_seconds": 27153.244614587165, "iteration": 234039, "loss_fcos_cls": 0.19299161800881848, "loss_fcos_ctr": 0.6122126970440149, "loss_fcos_loc": 0.1617054576636292, "loss_mask": 0.2553077032789588, "loss_maskiou": 0.004233728162944317, "loss_sem_seg": 0.19050056720152497, "lr": 0.001, "mask_rcnn/accuracy": 0.8848174559033848, "mask_rcnn/false_negative": 0.09932534141273022, "mask_rcnn/false_positive": 0.15260331024874635, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.0, "time": 0.7616815781220794, "total_loss": 1.4105442090367433} {"data_time": 0.016664182767271996, "eta_seconds": 27133.971621376462, "iteration": 234059, "loss_fcos_cls": 0.1930681369267404, "loss_fcos_ctr": 0.6163903651759028, "loss_fcos_loc": 0.17013378941919655, "loss_mask": 0.2505329428240657, "loss_maskiou": 0.004242605369654484, "loss_sem_seg": 0.1805032598786056, "lr": 0.001, "mask_rcnn/accuracy": 0.8761665120593692, "mask_rcnn/false_negative": 0.09952894053224215, "mask_rcnn/false_positive": 0.13096821803550862, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 29.0, "time": 0.7579889418557286, "total_loss": 1.4383679527963977} {"data_time": 0.017373381182551384, "eta_seconds": 27129.83750966005, "iteration": 234079, "loss_fcos_cls": 0.19338334014173597, "loss_fcos_ctr": 0.6148966439068317, "loss_fcos_loc": 0.16575657462817617, "loss_mask": 0.25612644432112575, "loss_maskiou": 0.004313471807108726, "loss_sem_seg": 0.19661200838163495, "lr": 0.001, "mask_rcnn/accuracy": 0.8820074740422486, "mask_rcnn/false_negative": 0.10253173680277666, "mask_rcnn/false_positive": 0.16406918086089461, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.25, "time": 0.7655913699418306, "total_loss": 1.435099948241259} {"data_time": 0.01562434621155262, "eta_seconds": 27114.732230013236, "iteration": 234099, "loss_fcos_cls": 0.2000532103702426, "loss_fcos_ctr": 0.6130445897579193, "loss_fcos_loc": 0.16164973593549803, "loss_mask": 0.25093386322259903, "loss_maskiou": 0.00433149974924163, "loss_sem_seg": 0.18059553299099207, "lr": 0.001, "mask_rcnn/accuracy": 0.8988383746355685, "mask_rcnn/false_negative": 0.08415479909401388, "mask_rcnn/false_positive": 0.11357057885394234, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.25, "time": 0.7555965110659599, "total_loss": 1.4182591457429226} {"data_time": 0.016500315628945827, "eta_seconds": 27104.847253732383, "iteration": 234119, "loss_fcos_cls": 0.20799410704057664, "loss_fcos_ctr": 0.6159335495904088, "loss_fcos_loc": 0.1754478960065171, "loss_mask": 0.2559207435697317, "loss_maskiou": 0.0043212211967329495, "loss_sem_seg": 0.19715446862392128, "lr": 0.001, "mask_rcnn/accuracy": 0.8949555465750656, "mask_rcnn/false_negative": 0.08488158989601144, "mask_rcnn/false_positive": 0.13077715791258251, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.25, "time": 0.7621160410344601, "total_loss": 1.4795307854146813} {"data_time": 0.014885651879012585, "eta_seconds": 27106.563386818394, "iteration": 234139, "loss_fcos_cls": 0.19946630275808275, "loss_fcos_ctr": 0.6166697992011905, "loss_fcos_loc": 0.16648659948259592, "loss_mask": 0.24281769152730703, "loss_maskiou": 0.00475581291175331, "loss_sem_seg": 0.1766352248378098, "lr": 0.001, "mask_rcnn/accuracy": 0.9029798159573907, "mask_rcnn/false_negative": 0.08775744743756647, "mask_rcnn/false_positive": 0.14009290959182025, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.75, "time": 0.7543050413951278, "total_loss": 1.4113251443232002} {"data_time": 0.01747174095362425, "eta_seconds": 27091.44581430964, "iteration": 234159, "loss_fcos_cls": 0.19960486167110503, "loss_fcos_ctr": 0.6134795034304261, "loss_fcos_loc": 0.1592908111633733, "loss_mask": 0.25153667060658336, "loss_maskiou": 0.004615508791175671, "loss_sem_seg": 0.1937024111393839, "lr": 0.001, "mask_rcnn/accuracy": 0.9054193105813755, "mask_rcnn/false_negative": 0.07691727879693289, "mask_rcnn/false_positive": 0.10900873641231817, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 25.75, "time": 0.7514694472774863, "total_loss": 1.4303514345447184} {"data_time": 0.0152129502967, "eta_seconds": 27054.31111142598, "iteration": 234179, "loss_fcos_cls": 0.21282634953968227, "loss_fcos_ctr": 0.6193834119476378, "loss_fcos_loc": 0.17665991024114192, "loss_mask": 0.25391505332663655, "loss_maskiou": 0.004759838884638157, "loss_sem_seg": 0.20544318621978164, "lr": 0.001, "mask_rcnn/accuracy": 0.8976905534941249, "mask_rcnn/false_negative": 0.07059501334340665, "mask_rcnn/false_positive": 0.12173243080501367, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 27.0, "time": 0.751850288361311, "total_loss": 1.4683548053581035} {"data_time": 0.015426402911543846, "eta_seconds": 27061.210669292137, "iteration": 234199, "loss_fcos_cls": 0.2016960516339168, "loss_fcos_ctr": 0.6140780136920512, "loss_fcos_loc": 0.1672695354791358, "loss_mask": 0.24623871594667435, "loss_maskiou": 0.0048543862267251825, "loss_sem_seg": 0.19127678661607206, "lr": 0.001, "mask_rcnn/accuracy": 0.8947909520951238, "mask_rcnn/false_negative": 0.08296741541028699, "mask_rcnn/false_positive": 0.11665954239341692, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 22.5, "time": 0.7708336832001805, "total_loss": 1.421633888152428} {"data_time": 0.014823571778833866, "eta_seconds": 27040.993944718502, "iteration": 234219, "loss_fcos_cls": 0.21249897638335824, "loss_fcos_ctr": 0.6147474898025393, "loss_fcos_loc": 0.16502497380133718, "loss_mask": 0.2504638507962227, "loss_maskiou": 0.004939565858876449, "loss_sem_seg": 0.19066857383586466, "lr": 0.001, "mask_rcnn/accuracy": 0.8920902629862624, "mask_rcnn/false_negative": 0.10039763154926815, "mask_rcnn/false_positive": 0.1133487991906043, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 35.0, "time": 0.757263770326972, "total_loss": 1.4479899311736517} {"data_time": 0.015178504399955273, "eta_seconds": 27035.483426233754, "iteration": 234239, "loss_fcos_cls": 0.21545613929629326, "loss_fcos_ctr": 0.6160334572196007, "loss_fcos_loc": 0.17165145510807633, "loss_mask": 0.27322003804147243, "loss_maskiou": 0.0050260593816346955, "loss_sem_seg": 0.18568052188493311, "lr": 0.001, "mask_rcnn/accuracy": 0.8822837279640862, "mask_rcnn/false_negative": 0.09837952646800811, "mask_rcnn/false_positive": 0.1364836981096857, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 32.0, "time": 0.7617240557447076, "total_loss": 1.4505111360631417} {"data_time": 0.016718999482691288, "eta_seconds": 27024.994968744926, "iteration": 234259, "loss_fcos_cls": 0.20041579223470762, "loss_fcos_ctr": 0.6173774562776089, "loss_fcos_loc": 0.17391595186199993, "loss_mask": 0.2425998840481043, "loss_maskiou": 0.004447511284524808, "loss_sem_seg": 0.194720319355838, "lr": 0.001, "mask_rcnn/accuracy": 0.9044327852598529, "mask_rcnn/false_negative": 0.0802302814740957, "mask_rcnn/false_positive": 0.12118558883281536, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 35.75, "time": 0.7589196180924773, "total_loss": 1.4460169863596093} {"data_time": 0.015061529353260994, "eta_seconds": 27012.219424568117, "iteration": 234279, "loss_fcos_cls": 0.2220745834056288, "loss_fcos_ctr": 0.6144442455843091, "loss_fcos_loc": 0.1760425039101392, "loss_mask": 0.2555343974381685, "loss_maskiou": 0.004514242937148083, "loss_sem_seg": 0.2039837830234319, "lr": 0.001, "mask_rcnn/accuracy": 0.8922004913076342, "mask_rcnn/false_negative": 0.08331444555048188, "mask_rcnn/false_positive": 0.14153945589692662, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 23.75, "time": 0.7544403914362192, "total_loss": 1.4953787277372612} {"data_time": 0.016742775216698647, "eta_seconds": 26990.12314532511, "iteration": 234299, "loss_fcos_cls": 0.2050771799404174, "loss_fcos_ctr": 0.6178846871480346, "loss_fcos_loc": 0.1641438438091427, "loss_mask": 0.24935125093907118, "loss_maskiou": 0.004105021340365056, "loss_sem_seg": 0.1983799380250275, "lr": 0.001, "mask_rcnn/accuracy": 0.8899150594303655, "mask_rcnn/false_negative": 0.10204502504306173, "mask_rcnn/false_positive": 0.1340072459048821, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.75, "time": 0.7505867565050721, "total_loss": 1.4607765627806657} {"data_time": 0.014828825369477272, "eta_seconds": 26985.50937929284, "iteration": 234319, "loss_fcos_cls": 0.20206748158670962, "loss_fcos_ctr": 0.6163837872445583, "loss_fcos_loc": 0.1620220399927348, "loss_mask": 0.25259849755093455, "loss_maskiou": 0.004064905566337984, "loss_sem_seg": 0.20244023972190917, "lr": 0.001, "mask_rcnn/accuracy": 0.9025205190771961, "mask_rcnn/false_negative": 0.09320180695214875, "mask_rcnn/false_positive": 0.11445255176144592, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 30.0, "time": 0.7668448379263282, "total_loss": 1.4376301541778957} {"data_time": 0.01657983660697937, "eta_seconds": 26974.297750490718, "iteration": 234339, "loss_fcos_cls": 0.20802201353944838, "loss_fcos_ctr": 0.6166955595836043, "loss_fcos_loc": 0.1778144519776106, "loss_mask": 0.26329741906374693, "loss_maskiou": 0.004774829561938532, "loss_sem_seg": 0.18717424583155662, "lr": 0.001, "mask_rcnn/accuracy": 0.8977350320991435, "mask_rcnn/false_negative": 0.08299328024344248, "mask_rcnn/false_positive": 0.109692987894447, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 19.0, "time": 0.7560969674959779, "total_loss": 1.4698642820221721} {"data_time": 0.015878153033554554, "eta_seconds": 26964.192709737457, "iteration": 234359, "loss_fcos_cls": 0.19895209628157318, "loss_fcos_ctr": 0.6140594743192196, "loss_fcos_loc": 0.169572317507118, "loss_mask": 0.25219825259409845, "loss_maskiou": 0.004670569163863547, "loss_sem_seg": 0.18792732432484627, "lr": 0.001, "mask_rcnn/accuracy": 0.8811570095874607, "mask_rcnn/false_negative": 0.10564064595923231, "mask_rcnn/false_positive": 0.13183068387613822, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.75, "time": 0.7639809092506766, "total_loss": 1.4487024444861163} {"data_time": 0.015783820301294327, "eta_seconds": 26963.59393104259, "iteration": 234379, "loss_fcos_cls": 0.20330925734015182, "loss_fcos_ctr": 0.614001639187336, "loss_fcos_loc": 0.1625455083558336, "loss_mask": 0.24231197824701667, "loss_maskiou": 0.00422022731800098, "loss_sem_seg": 0.1978904188144952, "lr": 0.001, "mask_rcnn/accuracy": 0.9025134092098378, "mask_rcnn/false_negative": 0.07321244317472848, "mask_rcnn/false_positive": 0.11397540043466417, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 15.5, "time": 0.7373467581346631, "total_loss": 1.4092289543623338} {"data_time": 0.016523742116987705, "eta_seconds": 26957.70215332322, "iteration": 234399, "loss_fcos_cls": 0.21316448040306568, "loss_fcos_ctr": 0.6191675681620836, "loss_fcos_loc": 0.17524923692690209, "loss_mask": 0.2571865599602461, "loss_maskiou": 0.004727248611743562, "loss_sem_seg": 0.21073045511730015, "lr": 0.001, "mask_rcnn/accuracy": 0.8885503638362616, "mask_rcnn/false_negative": 0.10766046452082835, "mask_rcnn/false_positive": 0.11687109658296932, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 35.25, "time": 0.7706528790295124, "total_loss": 1.4610330325995164} {"data_time": 0.016405842266976833, "eta_seconds": 26942.557802235708, "iteration": 234419, "loss_fcos_cls": 0.1963313976302743, "loss_fcos_ctr": 0.6148678911849856, "loss_fcos_loc": 0.16812099725939333, "loss_mask": 0.25421575363725424, "loss_maskiou": 0.0044277082197368145, "loss_sem_seg": 0.20396499731577933, "lr": 0.001, "mask_rcnn/accuracy": 0.8985128710575139, "mask_rcnn/false_negative": 0.1113043526491342, "mask_rcnn/false_positive": 0.11174458521381114, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7601256230846047, "total_loss": 1.449571762146661} {"data_time": 0.015432807616889477, "eta_seconds": 26940.84304293245, "iteration": 234439, "loss_fcos_cls": 0.19629699119832367, "loss_fcos_ctr": 0.6117066498845816, "loss_fcos_loc": 0.1614015931263566, "loss_mask": 0.24086469784379005, "loss_maskiou": 0.0043201817097724415, "loss_sem_seg": 0.18733636126853526, "lr": 0.001, "mask_rcnn/accuracy": 0.8868531799634601, "mask_rcnn/false_negative": 0.0971264258447645, "mask_rcnn/false_positive": 0.12886769914764068, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.25, "time": 0.7721697278320789, "total_loss": 1.4013882183280657} {"data_time": 0.01592244766652584, "eta_seconds": 26917.342159247026, "iteration": 234459, "loss_fcos_cls": 0.2082308423705399, "loss_fcos_ctr": 0.6157768573611975, "loss_fcos_loc": 0.17477948125451803, "loss_mask": 0.2562437765300274, "loss_maskiou": 0.004132313839363633, "loss_sem_seg": 0.18516246997751296, "lr": 0.001, "mask_rcnn/accuracy": 0.9042321927484324, "mask_rcnn/false_negative": 0.0640909443939174, "mask_rcnn/false_positive": 0.12484406850927587, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.0, "time": 0.748413598164916, "total_loss": 1.4351733120893186} {"data_time": 0.017135619185864925, "eta_seconds": 26919.186774359085, "iteration": 234479, "loss_fcos_cls": 0.20499946200288832, "loss_fcos_ctr": 0.6141709508374333, "loss_fcos_loc": 0.16372376651270315, "loss_mask": 0.24911579862236977, "loss_maskiou": 0.004505062159296358, "loss_sem_seg": 0.1844565982464701, "lr": 0.001, "mask_rcnn/accuracy": 0.9160105086810844, "mask_rcnn/false_negative": 0.08381978493907004, "mask_rcnn/false_positive": 0.09101451202410633, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 23.25, "time": 0.7590833185240626, "total_loss": 1.4254308095878514} {"data_time": 0.01494535431265831, "eta_seconds": 26912.03128505405, "iteration": 234499, "loss_fcos_cls": 0.20156608207616955, "loss_fcos_ctr": 0.614116819575429, "loss_fcos_loc": 0.17694316687993705, "loss_mask": 0.2584048970602453, "loss_maskiou": 0.004391463582578581, "loss_sem_seg": 0.1948622853960842, "lr": 0.001, "mask_rcnn/accuracy": 0.8957329086033493, "mask_rcnn/false_negative": 0.08026453056453373, "mask_rcnn/false_positive": 0.12518255713108928, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.25, "time": 0.7550562666729093, "total_loss": 1.4718859484710265} {"data_time": 0.015859778970479965, "eta_seconds": 26893.33426894527, "iteration": 234519, "loss_fcos_cls": 0.19073105789721012, "loss_fcos_ctr": 0.6167438747361302, "loss_fcos_loc": 0.16543763130903244, "loss_mask": 0.233160269446671, "loss_maskiou": 0.003967214277508901, "loss_sem_seg": 0.19550884398631752, "lr": 0.001, "mask_rcnn/accuracy": 0.8974130798803084, "mask_rcnn/false_negative": 0.08614967866206912, "mask_rcnn/false_positive": 0.12393231998811739, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 29.75, "time": 0.7638659626245499, "total_loss": 1.418472838240632} {"data_time": 0.015830940566956997, "eta_seconds": 26889.667867438868, "iteration": 234539, "loss_fcos_cls": 0.20083881844766438, "loss_fcos_ctr": 0.6169738995376974, "loss_fcos_loc": 0.17211446061264724, "loss_mask": 0.25292557245120406, "loss_maskiou": 0.004344676875916775, "loss_sem_seg": 0.19572662701830268, "lr": 0.001, "mask_rcnn/accuracy": 0.8734948408528745, "mask_rcnn/false_negative": 0.10717843860852627, "mask_rcnn/false_positive": 0.142373881545388, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.0, "time": 0.7487967805936933, "total_loss": 1.4278829074464738} {"data_time": 0.014296423643827438, "eta_seconds": 26882.694931135513, "iteration": 234559, "loss_fcos_cls": 0.21644684998318553, "loss_fcos_ctr": 0.6173733612522483, "loss_fcos_loc": 0.181822970014764, "loss_mask": 0.2653000131249428, "loss_maskiou": 0.004755502621264895, "loss_sem_seg": 0.18966644792817533, "lr": 0.001, "mask_rcnn/accuracy": 0.8827772425016973, "mask_rcnn/false_negative": 0.094435413918875, "mask_rcnn/false_positive": 0.14495524439583163, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.25, "time": 0.7796433130279183, "total_loss": 1.4937912222376326} {"data_time": 0.015141334384679794, "eta_seconds": 26877.680471797474, "iteration": 234579, "loss_fcos_cls": 0.2038791668601334, "loss_fcos_ctr": 0.6147310705855489, "loss_fcos_loc": 0.17820233921520412, "loss_mask": 0.26099275611341, "loss_maskiou": 0.004756453996378696, "loss_sem_seg": 0.20635262038558722, "lr": 0.001, "mask_rcnn/accuracy": 0.8789301507843866, "mask_rcnn/false_negative": 0.09719321522407032, "mask_rcnn/false_positive": 0.13408659198655212, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.25, "time": 0.7680804235860705, "total_loss": 1.455871870093688} {"data_time": 0.0148662980645895, "eta_seconds": 26857.349194192328, "iteration": 234599, "loss_fcos_cls": 0.1977063949452713, "loss_fcos_ctr": 0.6148469746112823, "loss_fcos_loc": 0.17083005770109594, "loss_mask": 0.2466590078547597, "loss_maskiou": 0.0043538295358303, "loss_sem_seg": 0.19124353723600507, "lr": 0.001, "mask_rcnn/accuracy": 0.8918204781912765, "mask_rcnn/false_negative": 0.08192360987333994, "mask_rcnn/false_positive": 0.12898634225419905, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7579718194901943, "total_loss": 1.4268113669459126} {"data_time": 0.016478735953569412, "eta_seconds": 26853.888884596527, "iteration": 234619, "loss_fcos_cls": 0.20913633005693555, "loss_fcos_ctr": 0.613395978230983, "loss_fcos_loc": 0.16202618414536119, "loss_mask": 0.25443792855367064, "loss_maskiou": 0.004747063721879385, "loss_sem_seg": 0.2059651518939063, "lr": 0.001, "mask_rcnn/accuracy": 0.9022315039403739, "mask_rcnn/false_negative": 0.08598567728566273, "mask_rcnn/false_positive": 0.12504602414509666, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.0, "time": 0.7792690061032772, "total_loss": 1.4565789357729955} {"data_time": 0.015627427957952023, "eta_seconds": 26821.472903883085, "iteration": 234639, "loss_fcos_cls": 0.20186491799540818, "loss_fcos_ctr": 0.6152623146772385, "loss_fcos_loc": 0.1619201828725636, "loss_mask": 0.24165130872279406, "loss_maskiou": 0.004778688569786027, "loss_sem_seg": 0.2047465203795582, "lr": 0.001, "mask_rcnn/accuracy": 0.8946641156462585, "mask_rcnn/false_negative": 0.09773331736152938, "mask_rcnn/false_positive": 0.14663475870875026, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 29.5, "time": 0.7392681417986751, "total_loss": 1.4583621405072336} {"data_time": 0.01603145059198141, "eta_seconds": 26804.271438255906, "iteration": 234659, "loss_fcos_cls": 0.1997417084639892, "loss_fcos_ctr": 0.6161707816645503, "loss_fcos_loc": 0.1719046124489978, "loss_mask": 0.24007087713107467, "loss_maskiou": 0.004545372794382274, "loss_sem_seg": 0.18160837749019265, "lr": 0.001, "mask_rcnn/accuracy": 0.9109784755642484, "mask_rcnn/false_negative": 0.08351311311654193, "mask_rcnn/false_positive": 0.08680990908316497, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 27.25, "time": 0.7552963048219681, "total_loss": 1.4052664317277959} {"data_time": 0.016398930922150612, "eta_seconds": 26808.34937658161, "iteration": 234679, "loss_fcos_cls": 0.20970060536637902, "loss_fcos_ctr": 0.6171912727877498, "loss_fcos_loc": 0.1712316577322781, "loss_mask": 0.2522017960436642, "loss_maskiou": 0.004290928467526101, "loss_sem_seg": 0.2001860267482698, "lr": 0.001, "mask_rcnn/accuracy": 0.9057093924682473, "mask_rcnn/false_negative": 0.06979443459962627, "mask_rcnn/false_positive": 0.12808326311903515, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 33.0, "time": 0.7708080820739269, "total_loss": 1.4859884641064127} {"data_time": 0.01564717758446932, "eta_seconds": 26807.75249060802, "iteration": 234699, "loss_fcos_cls": 0.2023049166891724, "loss_fcos_ctr": 0.6149610839784145, "loss_fcos_loc": 0.16723911464214325, "loss_mask": 0.24795628804713488, "loss_maskiou": 0.003959542023949325, "loss_sem_seg": 0.2015895270742476, "lr": 0.001, "mask_rcnn/accuracy": 0.8932169458692567, "mask_rcnn/false_negative": 0.09718224387811109, "mask_rcnn/false_positive": 0.12182072232747199, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 34.5, "time": 0.7568569499999285, "total_loss": 1.4358082374819787} {"data_time": 0.014837936498224735, "eta_seconds": 26774.324395591393, "iteration": 234719, "loss_fcos_cls": 0.201742400880903, "loss_fcos_ctr": 0.6138894436880946, "loss_fcos_loc": 0.1701856720028445, "loss_mask": 0.24981934763491154, "loss_maskiou": 0.004499420861975523, "loss_sem_seg": 0.19206801592372358, "lr": 0.001, "mask_rcnn/accuracy": 0.8900130578707441, "mask_rcnn/false_negative": 0.09451480272456764, "mask_rcnn/false_positive": 0.11140945358582877, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 30.75, "time": 0.7510361904278398, "total_loss": 1.4273900863408926} {"data_time": 0.015403014607727528, "eta_seconds": 26769.42322414834, "iteration": 234739, "loss_fcos_cls": 0.20075789757538587, "loss_fcos_ctr": 0.6157912202179432, "loss_fcos_loc": 0.17315233033150434, "loss_mask": 0.2460524020716548, "loss_maskiou": 0.005060592524387175, "loss_sem_seg": 0.18461803440004587, "lr": 0.001, "mask_rcnn/accuracy": 0.903432664274501, "mask_rcnn/false_negative": 0.09987965585440799, "mask_rcnn/false_positive": 0.11518308805441545, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 25.75, "time": 0.7646656185388565, "total_loss": 1.429518086326425} {"data_time": 0.017063232138752937, "eta_seconds": 26764.339661484584, "iteration": 234759, "loss_fcos_cls": 0.19921340071596205, "loss_fcos_ctr": 0.6155564645305276, "loss_fcos_loc": 0.17463102575857192, "loss_mask": 0.2536005205474794, "loss_maskiou": 0.004803079857083503, "loss_sem_seg": 0.19580481259617954, "lr": 0.001, "mask_rcnn/accuracy": 0.8901640660963633, "mask_rcnn/false_negative": 0.08440369428051708, "mask_rcnn/false_positive": 0.13493254591298331, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.5, "time": 0.7702603675425053, "total_loss": 1.4419492499291664} {"data_time": 0.016363445669412613, "eta_seconds": 26747.0000983458, "iteration": 234779, "loss_fcos_cls": 0.20426823559682816, "loss_fcos_ctr": 0.6176357017830014, "loss_fcos_loc": 0.18181063898373395, "loss_mask": 0.25664194114506245, "loss_maskiou": 0.0038241031725192443, "loss_sem_seg": 0.19408021261915565, "lr": 0.001, "mask_rcnn/accuracy": 0.8839653286258906, "mask_rcnn/false_negative": 0.07697733916603694, "mask_rcnn/false_positive": 0.16211079831676983, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 34.25, "time": 0.7577249947935343, "total_loss": 1.4407991463376675} {"data_time": 0.01601807028055191, "eta_seconds": 26731.812000280246, "iteration": 234799, "loss_fcos_cls": 0.20045202260371298, "loss_fcos_ctr": 0.6196040539070964, "loss_fcos_loc": 0.1731189142446965, "loss_mask": 0.26588530000299215, "loss_maskiou": 0.004954883181198966, "loss_sem_seg": 0.2069454975426197, "lr": 0.001, "mask_rcnn/accuracy": 0.8760939952904239, "mask_rcnn/false_negative": 0.10725932747272611, "mask_rcnn/false_positive": 0.13303946904414587, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 30.0, "time": 0.7591098584234715, "total_loss": 1.4974431698719854} {"data_time": 0.016028634272515774, "eta_seconds": 26702.090524546802, "iteration": 234819, "loss_fcos_cls": 0.20455074380151927, "loss_fcos_ctr": 0.6180217219516635, "loss_fcos_loc": 0.17722034605685622, "loss_mask": 0.2567975129932165, "loss_maskiou": 0.004808928017155267, "loss_sem_seg": 0.18310593243222684, "lr": 0.001, "mask_rcnn/accuracy": 0.8867734593837535, "mask_rcnn/false_negative": 0.10507535441610269, "mask_rcnn/false_positive": 0.1256987532863485, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.5, "time": 0.7662098966538906, "total_loss": 1.4576260417234153} {"data_time": 0.01627485081553459, "eta_seconds": 26693.78995168768, "iteration": 234839, "loss_fcos_cls": 0.2088912669569254, "loss_fcos_ctr": 0.6184920212253928, "loss_fcos_loc": 0.17781121865846217, "loss_mask": 0.26568558998405933, "loss_maskiou": 0.0046349098411155865, "loss_sem_seg": 0.21267689461819828, "lr": 0.001, "mask_rcnn/accuracy": 0.8841815916573785, "mask_rcnn/false_negative": 0.09675296071499534, "mask_rcnn/false_positive": 0.139729025180378, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 38.0, "time": 0.7715286863967776, "total_loss": 1.486979602232168} {"data_time": 0.015359868295490742, "eta_seconds": 26672.315596683882, "iteration": 234859, "loss_fcos_cls": 0.20314666081685573, "loss_fcos_ctr": 0.6164376577362418, "loss_fcos_loc": 0.1720299773151055, "loss_mask": 0.25694881891831756, "loss_maskiou": 0.004587077310134191, "loss_sem_seg": 0.1944571053609252, "lr": 0.001, "mask_rcnn/accuracy": 0.8880363036303631, "mask_rcnn/false_negative": 0.09044352111456064, "mask_rcnn/false_positive": 0.1116277733029376, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 36.0, "time": 0.7374939098954201, "total_loss": 1.449809459336393} {"data_time": 0.015219898894429207, "eta_seconds": 26673.203747084364, "iteration": 234879, "loss_fcos_cls": 0.20297206146642566, "loss_fcos_ctr": 0.6191097712144256, "loss_fcos_loc": 0.18311647570226341, "loss_mask": 0.2588954893872142, "loss_maskiou": 0.004662042199925054, "loss_sem_seg": 0.18464463122654706, "lr": 0.001, "mask_rcnn/accuracy": 0.8798504388260027, "mask_rcnn/false_negative": 0.0963727531571438, "mask_rcnn/false_positive": 0.1257439120898756, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 33.0, "time": 0.7538709416985512, "total_loss": 1.460362184618134} {"data_time": 0.015027838759124279, "eta_seconds": 26660.954958022572, "iteration": 234899, "loss_fcos_cls": 0.19551642867736518, "loss_fcos_ctr": 0.6164613524451852, "loss_fcos_loc": 0.17055401927791536, "loss_mask": 0.24891470838338137, "loss_maskiou": 0.004713964517577551, "loss_sem_seg": 0.19366203784011304, "lr": 0.001, "mask_rcnn/accuracy": 0.8816786661614248, "mask_rcnn/false_negative": 0.10926978455288212, "mask_rcnn/false_positive": 0.13198301862979908, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.752408817410469, "total_loss": 1.431956118778544} {"data_time": 0.015154839493334293, "eta_seconds": 26640.683411886916, "iteration": 234919, "loss_fcos_cls": 0.1978320167399943, "loss_fcos_ctr": 0.6145965689793229, "loss_fcos_loc": 0.16163701051846147, "loss_mask": 0.24595891684293747, "loss_maskiou": 0.004346420864749234, "loss_sem_seg": 0.203873872756958, "lr": 0.001, "mask_rcnn/accuracy": 0.8951300602208097, "mask_rcnn/false_negative": 0.09037129169791208, "mask_rcnn/false_positive": 0.12505389411812817, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.0, "time": 0.7495524669066072, "total_loss": 1.4291536457603797} {"data_time": 0.015270731411874294, "eta_seconds": 26611.594921468757, "iteration": 234939, "loss_fcos_cls": 0.21157666551880538, "loss_fcos_ctr": 0.6166332615539432, "loss_fcos_loc": 0.16868476336821914, "loss_mask": 0.2568631498143077, "loss_maskiou": 0.004908562696073204, "loss_sem_seg": 0.2211202208418399, "lr": 0.001, "mask_rcnn/accuracy": 0.8877831010452961, "mask_rcnn/false_negative": 0.08686943795335074, "mask_rcnn/false_positive": 0.13866657936239635, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 24.5, "time": 0.752866867929697, "total_loss": 1.4619583282546955} {"data_time": 0.017344149760901928, "eta_seconds": 26594.72063183319, "iteration": 234959, "loss_fcos_cls": 0.20764313358813524, "loss_fcos_ctr": 0.6179172694683075, "loss_fcos_loc": 0.18136019632220268, "loss_mask": 0.26675444236025214, "loss_maskiou": 0.004747880797367543, "loss_sem_seg": 0.19520638789981604, "lr": 0.001, "mask_rcnn/accuracy": 0.8820975971033574, "mask_rcnn/false_negative": 0.0988324112710273, "mask_rcnn/false_positive": 0.118553837792274, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.5, "time": 0.7570173377171159, "total_loss": 1.4708254003926413} {"data_time": 0.015030770562589169, "eta_seconds": 26579.541429965757, "iteration": 234979, "loss_fcos_cls": 0.21091931441333145, "loss_fcos_ctr": 0.6171293128281832, "loss_fcos_loc": 0.1766768991947174, "loss_mask": 0.2562563009560108, "loss_maskiou": 0.004379945723485434, "loss_sem_seg": 0.2231818789150566, "lr": 0.001, "mask_rcnn/accuracy": 0.8887297042280027, "mask_rcnn/false_negative": 0.08887521452859815, "mask_rcnn/false_positive": 0.10760277310231176, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.0, "time": 0.752221018075943, "total_loss": 1.4651572426118946} {"data_time": 0.01629086397588253, "eta_seconds": 26558.981795922853, "iteration": 234999, "loss_fcos_cls": 0.2109949025325477, "loss_fcos_ctr": 0.6127554560080171, "loss_fcos_loc": 0.1672417219961062, "loss_mask": 0.24897096399217844, "loss_maskiou": 0.004529640085820574, "loss_sem_seg": 0.19570700451731682, "lr": 0.001, "mask_rcnn/accuracy": 0.8887290088825068, "mask_rcnn/false_negative": 0.09602018312160304, "mask_rcnn/false_positive": 0.11735433320867925, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.0, "time": 0.7433785609900951, "total_loss": 1.4714575536563643} {"data_time": 0.017386537976562977, "eta_seconds": 26549.183026230894, "iteration": 235019, "loss_fcos_cls": 0.20977079009753652, "loss_fcos_ctr": 0.6123651508241892, "loss_fcos_loc": 0.17500726878643036, "loss_mask": 0.25618409365415573, "loss_maskiou": 0.005205122413826757, "loss_sem_seg": 0.20651948195882142, "lr": 0.001, "mask_rcnn/accuracy": 0.8646268093703646, "mask_rcnn/false_negative": 0.10666279313274622, "mask_rcnn/false_positive": 0.1552509798222316, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.0, "time": 0.7606227863579988, "total_loss": 1.4492312576112454} {"data_time": 0.015412160195410252, "eta_seconds": 26529.0984046245, "iteration": 235039, "loss_fcos_cls": 0.20192684966605157, "loss_fcos_ctr": 0.6170421643182635, "loss_fcos_loc": 0.17223395290784538, "loss_mask": 0.26871874649077654, "loss_maskiou": 0.005072670894151088, "loss_sem_seg": 0.203111554030329, "lr": 0.001, "mask_rcnn/accuracy": 0.87911018966662, "mask_rcnn/false_negative": 0.08984024758421243, "mask_rcnn/false_positive": 0.12321939399126848, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 29.75, "time": 0.7545338729396462, "total_loss": 1.4702920789422933} {"data_time": 0.015486355870962143, "eta_seconds": 26516.30250577815, "iteration": 235059, "loss_fcos_cls": 0.21110555541235954, "loss_fcos_ctr": 0.6171834981068969, "loss_fcos_loc": 0.17351404251530766, "loss_mask": 0.2510003596544266, "loss_maskiou": 0.00458663151221117, "loss_sem_seg": 0.18197333929128945, "lr": 0.001, "mask_rcnn/accuracy": 0.8805161001682903, "mask_rcnn/false_negative": 0.10013300609223744, "mask_rcnn/false_positive": 0.13046607826729228, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.75, "time": 0.7620437573641539, "total_loss": 1.455684426255175} {"data_time": 0.016266644932329655, "eta_seconds": 26497.609952630475, "iteration": 235079, "loss_fcos_cls": 0.20691275945864618, "loss_fcos_ctr": 0.6143620768561959, "loss_fcos_loc": 0.17691995354834944, "loss_mask": 0.2550065810792148, "loss_maskiou": 0.004998770040401723, "loss_sem_seg": 0.18837864918168634, "lr": 0.001, "mask_rcnn/accuracy": 0.8757510116115412, "mask_rcnn/false_negative": 0.11527052052046452, "mask_rcnn/false_positive": 0.12884102088268323, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.75, "time": 0.7624263763427734, "total_loss": 1.451175567075552} {"data_time": 0.014922342263162136, "eta_seconds": 26490.153571038507, "iteration": 235099, "loss_fcos_cls": 0.20924326684325933, "loss_fcos_ctr": 0.6184788374230266, "loss_fcos_loc": 0.17488065431825817, "loss_mask": 0.26005353312939405, "loss_maskiou": 0.004782699616043828, "loss_sem_seg": 0.19104547193273902, "lr": 0.001, "mask_rcnn/accuracy": 0.8833503123016802, "mask_rcnn/false_negative": 0.09403140229650964, "mask_rcnn/false_positive": 0.1515017334844465, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 31.75, "time": 0.7784605054184794, "total_loss": 1.4843847839656519} {"data_time": 0.016149344854056835, "eta_seconds": 26468.39282205049, "iteration": 235119, "loss_fcos_cls": 0.21050546469632536, "loss_fcos_ctr": 0.6195289073511958, "loss_fcos_loc": 0.17622311227023602, "loss_mask": 0.2625789502635598, "loss_maskiou": 0.004860926826950163, "loss_sem_seg": 0.18069496983662248, "lr": 0.001, "mask_rcnn/accuracy": 0.8621409600232498, "mask_rcnn/false_negative": 0.11537731601227084, "mask_rcnn/false_positive": 0.13608058829943182, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 23.0, "time": 0.7457121815532446, "total_loss": 1.4810048970575735} {"data_time": 0.01485413033515215, "eta_seconds": 26453.216426406987, "iteration": 235139, "loss_fcos_cls": 0.194775958545506, "loss_fcos_ctr": 0.6131634758785367, "loss_fcos_loc": 0.16613397235050797, "loss_mask": 0.2503947922959924, "loss_maskiou": 0.00441318706725724, "loss_sem_seg": 0.190690906252712, "lr": 0.001, "mask_rcnn/accuracy": 0.873167199611592, "mask_rcnn/false_negative": 0.09709445416581183, "mask_rcnn/false_positive": 0.15219995443374737, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.75, "time": 0.7529935240745544, "total_loss": 1.4113334010799008} {"data_time": 0.015708197839558125, "eta_seconds": 26438.040030763485, "iteration": 235159, "loss_fcos_cls": 0.20427552587352693, "loss_fcos_ctr": 0.6149221202358603, "loss_fcos_loc": 0.16557959164492786, "loss_mask": 0.25611581932753325, "loss_maskiou": 0.005229029720794642, "loss_sem_seg": 0.19874725281260908, "lr": 0.001, "mask_rcnn/accuracy": 0.8816569977290842, "mask_rcnn/false_negative": 0.09960312408269853, "mask_rcnn/false_positive": 0.14894160862042688, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.25, "time": 0.7541508292779326, "total_loss": 1.4341667234912165} {"data_time": 0.016107956878840923, "eta_seconds": 26418.189753846265, "iteration": 235179, "loss_fcos_cls": 0.20853171491762623, "loss_fcos_ctr": 0.6151979668065906, "loss_fcos_loc": 0.1697195757587906, "loss_mask": 0.2549883732572198, "loss_maskiou": 0.00451308061792588, "loss_sem_seg": 0.22065399144776165, "lr": 0.001, "mask_rcnn/accuracy": 0.8954527993594045, "mask_rcnn/false_negative": 0.10084959562173182, "mask_rcnn/false_positive": 0.10979783711585739, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 21.25, "time": 0.7543632471933961, "total_loss": 1.4583550855968497} {"data_time": 0.01525743119418621, "eta_seconds": 26397.470301115885, "iteration": 235199, "loss_fcos_cls": 0.20363469084259123, "loss_fcos_ctr": 0.6169061451219022, "loss_fcos_loc": 0.17615196853876114, "loss_mask": 0.2673140000551939, "loss_maskiou": 0.004645720950065879, "loss_sem_seg": 0.23188198055140674, "lr": 0.001, "mask_rcnn/accuracy": 0.8731539575289575, "mask_rcnn/false_negative": 0.10652297002628752, "mask_rcnn/false_positive": 0.13632684436613857, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7655822336673737, "total_loss": 1.5115289649402257} {"data_time": 0.016040350310504436, "eta_seconds": 26381.085032322444, "iteration": 235219, "loss_fcos_cls": 0.20983076468110085, "loss_fcos_ctr": 0.6141762379556894, "loss_fcos_loc": 0.17295488028321415, "loss_mask": 0.2417545155622065, "loss_maskiou": 0.004576986439133179, "loss_sem_seg": 0.18715016543865204, "lr": 0.001, "mask_rcnn/accuracy": 0.9024892695173308, "mask_rcnn/false_negative": 0.07737239355864634, "mask_rcnn/false_positive": 0.10589758486136505, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.5, "time": 0.7522774199023843, "total_loss": 1.4370597318411455} {"data_time": 0.015841330401599407, "eta_seconds": 26365.91520682443, "iteration": 235239, "loss_fcos_cls": 0.2042032276513055, "loss_fcos_ctr": 0.6170850340276957, "loss_fcos_loc": 0.1812619500560686, "loss_mask": 0.2566887643188238, "loss_maskiou": 0.004614664027030813, "loss_sem_seg": 0.19251766218803823, "lr": 0.001, "mask_rcnn/accuracy": 0.8913564520607453, "mask_rcnn/false_negative": 0.08051000787538899, "mask_rcnn/false_positive": 0.13202375651481818, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.25, "time": 0.7573055252432823, "total_loss": 1.4425841148331529} {"data_time": 0.015016322955489159, "eta_seconds": 26344.781855205074, "iteration": 235259, "loss_fcos_cls": 0.21216121036559343, "loss_fcos_ctr": 0.6163907833397388, "loss_fcos_loc": 0.1683304719044827, "loss_mask": 0.24867308605462313, "loss_maskiou": 0.004502775191213004, "loss_sem_seg": 0.20720978314056993, "lr": 0.001, "mask_rcnn/accuracy": 0.8947331538122196, "mask_rcnn/false_negative": 0.09105442332684163, "mask_rcnn/false_positive": 0.1210188300861931, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.25, "time": 0.7605662615969777, "total_loss": 1.4665112352377037} {"data_time": 0.016441204585134983, "eta_seconds": 26329.615462841466, "iteration": 235279, "loss_fcos_cls": 0.19956696801818907, "loss_fcos_ctr": 0.6167488326318562, "loss_fcos_loc": 0.1713972690049559, "loss_mask": 0.23288319585844874, "loss_maskiou": 0.004110295723876334, "loss_sem_seg": 0.2073895689100027, "lr": 0.001, "mask_rcnn/accuracy": 0.8904049324647892, "mask_rcnn/false_negative": 0.09121586538098211, "mask_rcnn/false_positive": 0.14371761226625934, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.0, "time": 0.749346218071878, "total_loss": 1.449328600683657} {"data_time": 0.016030052676796913, "eta_seconds": 26306.508063873276, "iteration": 235299, "loss_fcos_cls": 0.19730371213518083, "loss_fcos_ctr": 0.6167460884898901, "loss_fcos_loc": 0.1684231604449451, "loss_mask": 0.25571488961577415, "loss_maskiou": 0.004683706883952254, "loss_sem_seg": 0.17928032157942653, "lr": 0.001, "mask_rcnn/accuracy": 0.8877459912536443, "mask_rcnn/false_negative": 0.09267975035613918, "mask_rcnn/false_positive": 0.13329043598590337, "roi_head/num_bg_samples": 71.5, "roi_head/num_fg_samples": 24.0, "time": 0.7446561632677913, "total_loss": 1.4214147225648048} {"data_time": 0.01570563018321991, "eta_seconds": 26288.860631229356, "iteration": 235319, "loss_fcos_cls": 0.1929815725889057, "loss_fcos_ctr": 0.6118840728886425, "loss_fcos_loc": 0.15851097297854722, "loss_mask": 0.24572052620351315, "loss_maskiou": 0.004346892725152429, "loss_sem_seg": 0.20154586085118353, "lr": 0.001, "mask_rcnn/accuracy": 0.8972485422740524, "mask_rcnn/false_negative": 0.08582072684306753, "mask_rcnn/false_positive": 0.12577416183488055, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 19.0, "time": 0.758066794835031, "total_loss": 1.4186696336728346} {"data_time": 0.015659247525036335, "eta_seconds": 26273.700249100104, "iteration": 235339, "loss_fcos_cls": 0.20424014807213098, "loss_fcos_ctr": 0.6167499013245106, "loss_fcos_loc": 0.17865988588891923, "loss_mask": 0.2525891112163663, "loss_maskiou": 0.004810018810530892, "loss_sem_seg": 0.1842963881790638, "lr": 0.001, "mask_rcnn/accuracy": 0.8920953798185941, "mask_rcnn/false_negative": 0.10778055734446838, "mask_rcnn/false_positive": 0.1321246983409792, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 28.75, "time": 0.7500575464218855, "total_loss": 1.4438620246655773} {"data_time": 0.016083677299320698, "eta_seconds": 26253.794392911717, "iteration": 235359, "loss_fcos_cls": 0.19866176770301536, "loss_fcos_ctr": 0.6172201484441757, "loss_fcos_loc": 0.16377110173925757, "loss_mask": 0.2517650742083788, "loss_maskiou": 0.004573979014821816, "loss_sem_seg": 0.19118851225357503, "lr": 0.001, "mask_rcnn/accuracy": 0.8882900030617029, "mask_rcnn/false_negative": 0.0747559267920529, "mask_rcnn/false_positive": 0.14669337372366759, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.0, "time": 0.7567133018746972, "total_loss": 1.4273352071322734} {"data_time": 0.014899106696248055, "eta_seconds": 26245.860801687464, "iteration": 235379, "loss_fcos_cls": 0.21738838229794055, "loss_fcos_ctr": 0.6166834617033601, "loss_fcos_loc": 0.1777416457189247, "loss_mask": 0.25671638641506433, "loss_maskiou": 0.004200079878501128, "loss_sem_seg": 0.18906058312859386, "lr": 0.001, "mask_rcnn/accuracy": 0.8789796513010799, "mask_rcnn/false_negative": 0.09569355343427671, "mask_rcnn/false_positive": 0.1420280030216691, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 32.0, "time": 0.766075374558568, "total_loss": 1.4722655956429662} {"data_time": 0.01739393174648285, "eta_seconds": 26225.760358681902, "iteration": 235399, "loss_fcos_cls": 0.20524429413489997, "loss_fcos_ctr": 0.6150776287540793, "loss_fcos_loc": 0.16199505829717964, "loss_mask": 0.23859645565971732, "loss_maskiou": 0.004139291864703409, "loss_sem_seg": 0.2041017604060471, "lr": 0.001, "mask_rcnn/accuracy": 0.8833083776989057, "mask_rcnn/false_negative": 0.09790033539823235, "mask_rcnn/false_positive": 0.1379226553571633, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.5, "time": 0.7553637120872736, "total_loss": 1.4417745426108013} {"data_time": 0.017753969877958298, "eta_seconds": 26214.719812846743, "iteration": 235419, "loss_fcos_cls": 0.20067852875217795, "loss_fcos_ctr": 0.6139551540836692, "loss_fcos_loc": 0.1661797664128244, "loss_mask": 0.2509960541501641, "loss_maskiou": 0.004370984235720243, "loss_sem_seg": 0.18763596937060356, "lr": 0.001, "mask_rcnn/accuracy": 0.8898904197306452, "mask_rcnn/false_negative": 0.10104537288308199, "mask_rcnn/false_positive": 0.12624568111100049, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.5, "time": 0.7645832691341639, "total_loss": 1.4341505525444518} {"data_time": 0.017880364321172237, "eta_seconds": 26192.28410869371, "iteration": 235439, "loss_fcos_cls": 0.20323958108201623, "loss_fcos_ctr": 0.6149710929021239, "loss_fcos_loc": 0.16797294368734583, "loss_mask": 0.2672746041789651, "loss_maskiou": 0.004642794148821849, "loss_sem_seg": 0.20611681113950908, "lr": 0.001, "mask_rcnn/accuracy": 0.8912318959842002, "mask_rcnn/false_negative": 0.10995237135889438, "mask_rcnn/false_positive": 0.13556397552119215, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 23.0, "time": 0.7532731425017118, "total_loss": 1.4485786390068824} {"data_time": 0.016796348616480827, "eta_seconds": 26178.006181275472, "iteration": 235459, "loss_fcos_cls": 0.2056332600186579, "loss_fcos_ctr": 0.6169416420161724, "loss_fcos_loc": 0.17896012525307015, "loss_mask": 0.25978978676721454, "loss_maskiou": 0.004702508915215731, "loss_sem_seg": 0.19538541696965694, "lr": 0.001, "mask_rcnn/accuracy": 0.9035942055393587, "mask_rcnn/false_negative": 0.07851006920458586, "mask_rcnn/false_positive": 0.12275887473703356, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 29.0, "time": 0.7562517896294594, "total_loss": 1.430689900782454} {"data_time": 0.01627299841493368, "eta_seconds": 26160.006173101254, "iteration": 235479, "loss_fcos_cls": 0.1949235275387764, "loss_fcos_ctr": 0.6181373484432697, "loss_fcos_loc": 0.1686389921233058, "loss_mask": 0.249292416498065, "loss_maskiou": 0.0044526937999762595, "loss_sem_seg": 0.21059154230169952, "lr": 0.001, "mask_rcnn/accuracy": 0.8910826099920488, "mask_rcnn/false_negative": 0.07869894819415331, "mask_rcnn/false_positive": 0.10465848977141537, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 24.75, "time": 0.7352952649816871, "total_loss": 1.4463730136340018} {"data_time": 0.014852013438940048, "eta_seconds": 26136.38135860674, "iteration": 235499, "loss_fcos_cls": 0.20677213394083083, "loss_fcos_ctr": 0.6176801426336169, "loss_fcos_loc": 0.16820007388014346, "loss_mask": 0.2662713509052992, "loss_maskiou": 0.005101406439280254, "loss_sem_seg": 0.18216906048473902, "lr": 0.001, "mask_rcnn/accuracy": 0.8836278635385779, "mask_rcnn/false_negative": 0.09163159428008294, "mask_rcnn/false_positive": 0.1465140827713221, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 31.5, "time": 0.7538122208788991, "total_loss": 1.4579256701435952} {"data_time": 0.015756873413920403, "eta_seconds": 26129.694181938656, "iteration": 235519, "loss_fcos_cls": 0.2048908262513578, "loss_fcos_ctr": 0.6184908305294812, "loss_fcos_loc": 0.17663513391744345, "loss_mask": 0.23521929420530796, "loss_maskiou": 0.004439212680154014, "loss_sem_seg": 0.18693594669457525, "lr": 0.001, "mask_rcnn/accuracy": 0.895249974989996, "mask_rcnn/false_negative": 0.09077764386239079, "mask_rcnn/false_positive": 0.11886322591625348, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.5, "time": 0.7635332867503166, "total_loss": 1.4086717134705395} {"data_time": 0.016617614775896072, "eta_seconds": 26119.64763216488, "iteration": 235539, "loss_fcos_cls": 0.20175629359437153, "loss_fcos_ctr": 0.6166743580251932, "loss_fcos_loc": 0.17784583946922794, "loss_mask": 0.2545080026611686, "loss_maskiou": 0.004681234750023577, "loss_sem_seg": 0.1918243197724223, "lr": 0.001, "mask_rcnn/accuracy": 0.872546518607443, "mask_rcnn/false_negative": 0.08483610398892169, "mask_rcnn/false_positive": 0.17082082017464179, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 25.25, "time": 0.7824804997071624, "total_loss": 1.4483604106717394} {"data_time": 0.01628495752811432, "eta_seconds": 26100.949248161167, "iteration": 235559, "loss_fcos_cls": 0.20308682008180767, "loss_fcos_ctr": 0.6164544429630041, "loss_fcos_loc": 0.17206698062364012, "loss_mask": 0.2579302294179797, "loss_maskiou": 0.004629646020475775, "loss_sem_seg": 0.19447870762087405, "lr": 0.001, "mask_rcnn/accuracy": 0.8817661703235511, "mask_rcnn/false_negative": 0.09740545409371013, "mask_rcnn/false_positive": 0.1456796540529242, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 37.25, "time": 0.7492676675319672, "total_loss": 1.4421713564224774} {"data_time": 0.01729427929967642, "eta_seconds": 26062.901938818395, "iteration": 235579, "loss_fcos_cls": 0.21273021516390145, "loss_fcos_ctr": 0.6164947645738721, "loss_fcos_loc": 0.1651883227750659, "loss_mask": 0.2521867584437132, "loss_maskiou": 0.004880212723946897, "loss_sem_seg": 0.19260387029498816, "lr": 0.001, "mask_rcnn/accuracy": 0.8960826218242399, "mask_rcnn/false_negative": 0.09751754123574181, "mask_rcnn/false_positive": 0.12034041300782944, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.0, "time": 0.7555782189592719, "total_loss": 1.4574350863549626} {"data_time": 0.015981181524693966, "eta_seconds": 26029.019857984968, "iteration": 235599, "loss_fcos_cls": 0.20961953105870634, "loss_fcos_ctr": 0.6142601240426302, "loss_fcos_loc": 0.17213298082060646, "loss_mask": 0.2565711629576981, "loss_maskiou": 0.004664840460463893, "loss_sem_seg": 0.18947986559942365, "lr": 0.001, "mask_rcnn/accuracy": 0.8756030093759452, "mask_rcnn/false_negative": 0.09274736747004307, "mask_rcnn/false_positive": 0.15245245846109134, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 30.25, "time": 0.73160838522017, "total_loss": 1.4629772868320288} {"data_time": 0.016188131645321846, "eta_seconds": 26004.004683372565, "iteration": 235619, "loss_fcos_cls": 0.20636798156192526, "loss_fcos_ctr": 0.616452269256115, "loss_fcos_loc": 0.1797766317613423, "loss_mask": 0.24983337055891752, "loss_maskiou": 0.003996065417140926, "loss_sem_seg": 0.1825008592568338, "lr": 0.001, "mask_rcnn/accuracy": 0.9045451784609948, "mask_rcnn/false_negative": 0.10583010767744203, "mask_rcnn/false_positive": 0.10101845497547425, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 27.5, "time": 0.7452111290767789, "total_loss": 1.4395071484173059} {"data_time": 0.015194338746368885, "eta_seconds": 25997.78832016047, "iteration": 235639, "loss_fcos_cls": 0.20823747431859374, "loss_fcos_ctr": 0.6171414386481047, "loss_fcos_loc": 0.18037588521838188, "loss_mask": 0.2627936154603958, "loss_maskiou": 0.004485024164750939, "loss_sem_seg": 0.213522806763649, "lr": 0.001, "mask_rcnn/accuracy": 0.8750432348263981, "mask_rcnn/false_negative": 0.10443785984959258, "mask_rcnn/false_positive": 0.16052073889705604, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.25, "time": 0.7546710632741451, "total_loss": 1.4734845760922326} {"data_time": 0.01558592263609171, "eta_seconds": 25973.750758607872, "iteration": 235659, "loss_fcos_cls": 0.2041505929082632, "loss_fcos_ctr": 0.6168806664645672, "loss_fcos_loc": 0.1710324817104265, "loss_mask": 0.24898243974894285, "loss_maskiou": 0.004290591910830699, "loss_sem_seg": 0.20674880547448993, "lr": 0.001, "mask_rcnn/accuracy": 0.8863973008558261, "mask_rcnn/false_negative": 0.09496495355062001, "mask_rcnn/false_positive": 0.1273788480470795, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 27.5, "time": 0.737652980722487, "total_loss": 1.4831864347215742} {"data_time": 0.01422814279794693, "eta_seconds": 25964.46440388821, "iteration": 235679, "loss_fcos_cls": 0.20603386126458645, "loss_fcos_ctr": 0.6150243277661502, "loss_fcos_loc": 0.17001390329096466, "loss_mask": 0.2563360435888171, "loss_maskiou": 0.004675679469073657, "loss_sem_seg": 0.19464745395816863, "lr": 0.001, "mask_rcnn/accuracy": 0.8974609375, "mask_rcnn/false_negative": 0.07688807640949426, "mask_rcnn/false_positive": 0.12052257428182642, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.0, "time": 0.7608086867257953, "total_loss": 1.4674376832408598} {"data_time": 0.01629605796188116, "eta_seconds": 25943.49683384318, "iteration": 235699, "loss_fcos_cls": 0.2067691246047616, "loss_fcos_ctr": 0.6133855995722115, "loss_fcos_loc": 0.1711191238136962, "loss_mask": 0.259967677295208, "loss_maskiou": 0.004968189485225594, "loss_sem_seg": 0.19388803420588374, "lr": 0.001, "mask_rcnn/accuracy": 0.8779375386518243, "mask_rcnn/false_negative": 0.09212413672261727, "mask_rcnn/false_positive": 0.12320778784488048, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.75, "time": 0.7458521779626608, "total_loss": 1.4817675259982934} {"data_time": 0.016864998266100883, "eta_seconds": 25928.369871460833, "iteration": 235719, "loss_fcos_cls": 0.20064706658013165, "loss_fcos_ctr": 0.6137241311371326, "loss_fcos_loc": 0.16399811778683215, "loss_mask": 0.2580411219969392, "loss_maskiou": 0.004832281949347816, "loss_sem_seg": 0.20266262022778392, "lr": 0.001, "mask_rcnn/accuracy": 0.8837916808277633, "mask_rcnn/false_negative": 0.0923155000229623, "mask_rcnn/false_positive": 0.15818989853609788, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7532191053032875, "total_loss": 1.4456908139618463} {"data_time": 0.015972424298524857, "eta_seconds": 25907.448504243046, "iteration": 235739, "loss_fcos_cls": 0.2066724773030728, "loss_fcos_ctr": 0.6178502840921283, "loss_fcos_loc": 0.17139424715423957, "loss_mask": 0.2529664458706975, "loss_maskiou": 0.004486538920900784, "loss_sem_seg": 0.19213178055360913, "lr": 0.001, "mask_rcnn/accuracy": 0.875154498419086, "mask_rcnn/false_negative": 0.1183838170702547, "mask_rcnn/false_positive": 0.14023666262131182, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7415245184674859, "total_loss": 1.4474964925684617} {"data_time": 0.014588233083486557, "eta_seconds": 25885.776528404094, "iteration": 235759, "loss_fcos_cls": 0.21265554707497358, "loss_fcos_ctr": 0.6163544342853129, "loss_fcos_loc": 0.1747328038327396, "loss_mask": 0.2623696103692055, "loss_maskiou": 0.0049899032164830714, "loss_sem_seg": 0.21619855798780918, "lr": 0.001, "mask_rcnn/accuracy": 0.8812310714430207, "mask_rcnn/false_negative": 0.0968241742058039, "mask_rcnn/false_positive": 0.14457595509748758, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.0, "time": 0.7573791071772575, "total_loss": 1.4877311105374247} {"data_time": 0.01557975634932518, "eta_seconds": 25860.28620963078, "iteration": 235779, "loss_fcos_cls": 0.19616112022777088, "loss_fcos_ctr": 0.6160029494203627, "loss_fcos_loc": 0.171267491299659, "loss_mask": 0.2505977675318718, "loss_maskiou": 0.0045968263657414354, "loss_sem_seg": 0.18892991344910115, "lr": 0.001, "mask_rcnn/accuracy": 0.9011683587576444, "mask_rcnn/false_negative": 0.08425614236020752, "mask_rcnn/false_positive": 0.12927279957885407, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.25, "time": 0.7447762619704008, "total_loss": 1.4549591469040024} {"data_time": 0.015544268302619457, "eta_seconds": 25844.725820838474, "iteration": 235799, "loss_fcos_cls": 0.18942178529687226, "loss_fcos_ctr": 0.6157092601060867, "loss_fcos_loc": 0.16950882808305323, "loss_mask": 0.2556179375387728, "loss_maskiou": 0.0047391781699843705, "loss_sem_seg": 0.19807293289341033, "lr": 0.001, "mask_rcnn/accuracy": 0.8918172040223926, "mask_rcnn/false_negative": 0.10098179492183598, "mask_rcnn/false_positive": 0.09072693005518709, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.0, "time": 0.7568494724109769, "total_loss": 1.4043999679852277} {"data_time": 0.016764202155172825, "eta_seconds": 25825.75432249531, "iteration": 235819, "loss_fcos_cls": 0.1995774625102058, "loss_fcos_ctr": 0.6141208643093705, "loss_fcos_loc": 0.16636500437743962, "loss_mask": 0.2541316319257021, "loss_maskiou": 0.004629567971278448, "loss_sem_seg": 0.19515612593386322, "lr": 0.001, "mask_rcnn/accuracy": 0.8825166524943311, "mask_rcnn/false_negative": 0.09202962036767279, "mask_rcnn/false_positive": 0.15550824239772804, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7568588741123676, "total_loss": 1.4408614220883464} {"data_time": 0.016221942380070686, "eta_seconds": 25802.180826315656, "iteration": 235839, "loss_fcos_cls": 0.20089038310106844, "loss_fcos_ctr": 0.6137829395011067, "loss_fcos_loc": 0.17103909887373447, "loss_mask": 0.26139214308932424, "loss_maskiou": 0.004977638876880519, "loss_sem_seg": 0.20326208835467696, "lr": 0.001, "mask_rcnn/accuracy": 0.9037161935215166, "mask_rcnn/false_negative": 0.0845360556309191, "mask_rcnn/false_positive": 0.1256192210521931, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 27.5, "time": 0.7626682640984654, "total_loss": 1.455398407051689} {"data_time": 0.015246137045323849, "eta_seconds": 25799.831433418207, "iteration": 235859, "loss_fcos_cls": 0.20240645000012591, "loss_fcos_ctr": 0.6169175570830703, "loss_fcos_loc": 0.17833654372952878, "loss_mask": 0.24667554255574942, "loss_maskiou": 0.004844941115152324, "loss_sem_seg": 0.2164827564265579, "lr": 0.001, "mask_rcnn/accuracy": 0.8934291455800649, "mask_rcnn/false_negative": 0.09456355878010267, "mask_rcnn/false_positive": 0.11976610782119353, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.0, "time": 0.7638793485239148, "total_loss": 1.473709980718013} {"data_time": 0.016981415450572968, "eta_seconds": 25782.81365390122, "iteration": 235879, "loss_fcos_cls": 0.20269918779376894, "loss_fcos_ctr": 0.6153707811608911, "loss_fcos_loc": 0.16652468289248645, "loss_mask": 0.24876726930961013, "loss_maskiou": 0.004146615814534016, "loss_sem_seg": 0.19773664488457143, "lr": 0.001, "mask_rcnn/accuracy": 0.8936548383398304, "mask_rcnn/false_negative": 0.08587253892125786, "mask_rcnn/false_positive": 0.11274633578407507, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 21.5, "time": 0.7459234045818448, "total_loss": 1.442894752632128} {"data_time": 0.0162885719910264, "eta_seconds": 25767.701075926423, "iteration": 235899, "loss_fcos_cls": 0.2055409565800801, "loss_fcos_ctr": 0.6162526272237301, "loss_fcos_loc": 0.1728353537619114, "loss_mask": 0.24665290489792824, "loss_maskiou": 0.004826382915780414, "loss_sem_seg": 0.18614977900870144, "lr": 0.001, "mask_rcnn/accuracy": 0.8843120317747353, "mask_rcnn/false_negative": 0.09715426738870123, "mask_rcnn/false_positive": 0.13832352556795494, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 33.0, "time": 0.7559494469314814, "total_loss": 1.425442544514226} {"data_time": 0.016443070955574512, "eta_seconds": 25752.588497951627, "iteration": 235919, "loss_fcos_cls": 0.2035407933872193, "loss_fcos_ctr": 0.6161356056109071, "loss_fcos_loc": 0.1649894535075873, "loss_mask": 0.23795289359986782, "loss_maskiou": 0.004846367555728648, "loss_sem_seg": 0.19199390057474375, "lr": 0.001, "mask_rcnn/accuracy": 0.8923059964726632, "mask_rcnn/false_negative": 0.08953879905395273, "mask_rcnn/false_positive": 0.14779104923901276, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.25, "time": 0.7521361485123634, "total_loss": 1.423682567787182} {"data_time": 0.01513299997895956, "eta_seconds": 25727.444319999777, "iteration": 235939, "loss_fcos_cls": 0.20329226786270738, "loss_fcos_ctr": 0.614994591102004, "loss_fcos_loc": 0.17493253608699888, "loss_mask": 0.2497600642964244, "loss_maskiou": 0.004355390221462585, "loss_sem_seg": 0.18404047121293843, "lr": 0.001, "mask_rcnn/accuracy": 0.8877999880304028, "mask_rcnn/false_negative": 0.09021820055447945, "mask_rcnn/false_positive": 0.15310865051160064, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 24.75, "time": 0.7456266367807984, "total_loss": 1.437755822960753} {"data_time": 0.01676909811794758, "eta_seconds": 25705.277023469098, "iteration": 235959, "loss_fcos_cls": 0.19479223841335624, "loss_fcos_ctr": 0.6159963347017765, "loss_fcos_loc": 0.17745458101853728, "loss_mask": 0.2570853941142559, "loss_maskiou": 0.004818517751118634, "loss_sem_seg": 0.1959169836482033, "lr": 0.001, "mask_rcnn/accuracy": 0.8852089062575385, "mask_rcnn/false_negative": 0.09010488355312962, "mask_rcnn/false_positive": 0.14580858394086665, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 25.0, "time": 0.7577722603455186, "total_loss": 1.4403318786426098} {"data_time": 0.014474128372967243, "eta_seconds": 25686.179065522738, "iteration": 235979, "loss_fcos_cls": 0.20000203303061426, "loss_fcos_ctr": 0.6165128401480615, "loss_fcos_loc": 0.16338267480023205, "loss_mask": 0.2588657303713262, "loss_maskiou": 0.004579109870974207, "loss_sem_seg": 0.1861811039270833, "lr": 0.001, "mask_rcnn/accuracy": 0.878591577935522, "mask_rcnn/false_negative": 0.09889117103491504, "mask_rcnn/false_positive": 0.13497387733792293, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.75, "time": 0.7467757193371654, "total_loss": 1.4190051950736233} {"data_time": 0.015007409267127514, "eta_seconds": 25692.13818605244, "iteration": 235999, "loss_fcos_cls": 0.20944451267132536, "loss_fcos_ctr": 0.6136603783816099, "loss_fcos_loc": 0.1711521481629461, "loss_mask": 0.2584441099315882, "loss_maskiou": 0.0050811097244150005, "loss_sem_seg": 0.20128948939964175, "lr": 0.001, "mask_rcnn/accuracy": 0.8753318929612661, "mask_rcnn/false_negative": 0.10455290654526776, "mask_rcnn/false_positive": 0.15677709329566628, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.75, "time": 0.7688685916364193, "total_loss": 1.4295831988056307} {"data_time": 0.017192699015140533, "eta_seconds": 25665.13908244483, "iteration": 236019, "loss_fcos_cls": 0.20618736511096358, "loss_fcos_ctr": 0.6180022908374667, "loss_fcos_loc": 0.18606286367867142, "loss_mask": 0.2645105682313442, "loss_maskiou": 0.004594601588905789, "loss_sem_seg": 0.19108830112963915, "lr": 0.001, "mask_rcnn/accuracy": 0.8866260176839614, "mask_rcnn/false_negative": 0.10973087076808097, "mask_rcnn/false_positive": 0.1262866752807238, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.0, "time": 0.7618177803233266, "total_loss": 1.4652695871554897} {"data_time": 0.0162703525274992, "eta_seconds": 25644.866866250522, "iteration": 236039, "loss_fcos_cls": 0.2088146531023085, "loss_fcos_ctr": 0.6154115926474333, "loss_fcos_loc": 0.1704984494135715, "loss_mask": 0.25139080081135035, "loss_maskiou": 0.0043247292014712, "loss_sem_seg": 0.195264701731503, "lr": 0.001, "mask_rcnn/accuracy": 0.8891714989694313, "mask_rcnn/false_negative": 0.09864262242390551, "mask_rcnn/false_positive": 0.12119742684693714, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.0, "time": 0.7350947465747595, "total_loss": 1.447402672645694} {"data_time": 0.017314915545284748, "eta_seconds": 25629.76432694588, "iteration": 236059, "loss_fcos_cls": 0.19858225458301604, "loss_fcos_ctr": 0.6139823878183961, "loss_fcos_loc": 0.16772180795669556, "loss_mask": 0.24819586519151926, "loss_maskiou": 0.0043727956945076585, "loss_sem_seg": 0.21236628480255604, "lr": 0.001, "mask_rcnn/accuracy": 0.8939801861604857, "mask_rcnn/false_negative": 0.08096557982433594, "mask_rcnn/false_positive": 0.12896152151210366, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 30.0, "time": 0.7620073743164539, "total_loss": 1.4528208914707648} {"data_time": 0.017373220063745975, "eta_seconds": 25603.514101183042, "iteration": 236079, "loss_fcos_cls": 0.2066303651081398, "loss_fcos_ctr": 0.6191578190773726, "loss_fcos_loc": 0.17115127108991146, "loss_mask": 0.25912552094087005, "loss_maskiou": 0.0049038808574550785, "loss_sem_seg": 0.17452492704614997, "lr": 0.001, "mask_rcnn/accuracy": 0.9029113308294493, "mask_rcnn/false_negative": 0.08320175169138017, "mask_rcnn/false_positive": 0.11993549715759586, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.0, "time": 0.740782318636775, "total_loss": 1.4497049222045462} {"data_time": 0.016542143188416958, "eta_seconds": 25563.96730011888, "iteration": 236099, "loss_fcos_cls": 0.21311231167055666, "loss_fcos_ctr": 0.6153922947123647, "loss_fcos_loc": 0.1747027481906116, "loss_mask": 0.2549066562205553, "loss_maskiou": 0.005244190564553719, "loss_sem_seg": 0.2122082884889096, "lr": 0.001, "mask_rcnn/accuracy": 0.8756749112688553, "mask_rcnn/false_negative": 0.1003248846789064, "mask_rcnn/false_positive": 0.1295391486414753, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 30.75, "time": 0.7504322249442339, "total_loss": 1.4842737485960242} {"data_time": 0.017101818695664406, "eta_seconds": 25560.627211715095, "iteration": 236119, "loss_fcos_cls": 0.20513041503727436, "loss_fcos_ctr": 0.6186840664595366, "loss_fcos_loc": 0.17288504517637193, "loss_mask": 0.2660064585506916, "loss_maskiou": 0.004910962379653938, "loss_sem_seg": 0.2055004956200719, "lr": 0.001, "mask_rcnn/accuracy": 0.8776894268345636, "mask_rcnn/false_negative": 0.11551405419071664, "mask_rcnn/false_positive": 0.14967075897325038, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.75, "time": 0.7573330877348781, "total_loss": 1.4728043962386437} {"data_time": 0.016466550529003143, "eta_seconds": 25538.947690489702, "iteration": 236139, "loss_fcos_cls": 0.19784118502866477, "loss_fcos_ctr": 0.6169987972825766, "loss_fcos_loc": 0.16307000163942575, "loss_mask": 0.2521468745544553, "loss_maskiou": 0.004526521506704739, "loss_sem_seg": 0.1885134680196643, "lr": 0.001, "mask_rcnn/accuracy": 0.8850301484230056, "mask_rcnn/false_negative": 0.10098536321562157, "mask_rcnn/false_positive": 0.14130254681323323, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.25, "time": 0.7480064006522298, "total_loss": 1.4381466553459177} {"data_time": 0.01584039069712162, "eta_seconds": 25530.450266274624, "iteration": 236159, "loss_fcos_cls": 0.2014793953858316, "loss_fcos_ctr": 0.6120477109216154, "loss_fcos_loc": 0.16834675543941557, "loss_mask": 0.25430998718366027, "loss_maskiou": 0.004340009829320479, "loss_sem_seg": 0.1783502391190268, "lr": 0.001, "mask_rcnn/accuracy": 0.8772171303133285, "mask_rcnn/false_negative": 0.09190452987471662, "mask_rcnn/false_positive": 0.15626387506713324, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.5, "time": 0.776888195425272, "total_loss": 1.4126341710652923} {"data_time": 0.01536692213267088, "eta_seconds": 25523.73903949745, "iteration": 236179, "loss_fcos_cls": 0.20815296098589897, "loss_fcos_ctr": 0.6182608939707279, "loss_fcos_loc": 0.1758553892141208, "loss_mask": 0.2572531383484602, "loss_maskiou": 0.004662208564695902, "loss_sem_seg": 0.18487439723685384, "lr": 0.001, "mask_rcnn/accuracy": 0.8780875445416262, "mask_rcnn/false_negative": 0.09795710861415821, "mask_rcnn/false_positive": 0.1489039112466068, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.7697909520938993, "total_loss": 1.4364567628872464} {"data_time": 0.016211876645684242, "eta_seconds": 25512.938301762566, "iteration": 236199, "loss_fcos_cls": 0.20832476718351245, "loss_fcos_ctr": 0.6194716915488243, "loss_fcos_loc": 0.17443397222086787, "loss_mask": 0.2549661612138152, "loss_maskiou": 0.004271763038559584, "loss_sem_seg": 0.18164099613204598, "lr": 0.001, "mask_rcnn/accuracy": 0.8893266405201536, "mask_rcnn/false_negative": 0.10047956032813568, "mask_rcnn/false_positive": 0.12177863239978812, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 39.25, "time": 0.7684500105679035, "total_loss": 1.4497459285157674} {"data_time": 0.014731333591043949, "eta_seconds": 25520.93650826346, "iteration": 236219, "loss_fcos_cls": 0.21679386030882597, "loss_fcos_ctr": 0.6158162779174745, "loss_fcos_loc": 0.18350240506697446, "loss_mask": 0.25658263731747866, "loss_maskiou": 0.004779231909196824, "loss_sem_seg": 0.20741393975913525, "lr": 0.001, "mask_rcnn/accuracy": 0.8857152980239715, "mask_rcnn/false_negative": 0.0981581556128043, "mask_rcnn/false_positive": 0.11842771479003196, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.75, "time": 0.7646928140893579, "total_loss": 1.454660915173008} {"data_time": 0.016818121075630188, "eta_seconds": 25490.02993339859, "iteration": 236239, "loss_fcos_cls": 0.2085762353381142, "loss_fcos_ctr": 0.6168732410296798, "loss_fcos_loc": 0.17354958201758564, "loss_mask": 0.25175995100289583, "loss_maskiou": 0.004293254387448542, "loss_sem_seg": 0.184430101653561, "lr": 0.001, "mask_rcnn/accuracy": 0.8995650321439358, "mask_rcnn/false_negative": 0.0964180435982229, "mask_rcnn/false_positive": 0.11891297637549304, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 24.0, "time": 0.7456673495471478, "total_loss": 1.4407146349258255} {"data_time": 0.01719712559133768, "eta_seconds": 25490.717229369096, "iteration": 236259, "loss_fcos_cls": 0.20870431466028094, "loss_fcos_ctr": 0.6170919560827315, "loss_fcos_loc": 0.17277611955069005, "loss_mask": 0.24568009283393621, "loss_maskiou": 0.004861031819018535, "loss_sem_seg": 0.19375423796009272, "lr": 0.001, "mask_rcnn/accuracy": 0.8715150173386712, "mask_rcnn/false_negative": 0.09233052426094275, "mask_rcnn/false_positive": 0.16009649031322426, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 33.0, "time": 0.764252707362175, "total_loss": 1.4535617048095446} {"data_time": 0.016232806257903576, "eta_seconds": 25475.607589921914, "iteration": 236279, "loss_fcos_cls": 0.1991429419722408, "loss_fcos_ctr": 0.6190905440598726, "loss_fcos_loc": 0.17762045213021338, "loss_mask": 0.25521199591457844, "loss_maskiou": 0.004850027456996031, "loss_sem_seg": 0.20466844737529755, "lr": 0.001, "mask_rcnn/accuracy": 0.8897179705215419, "mask_rcnn/false_negative": 0.0948123339223685, "mask_rcnn/false_positive": 0.11947601400165613, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 22.5, "time": 0.7501423815265298, "total_loss": 1.4625464232158265} {"data_time": 0.01562755834311247, "eta_seconds": 25471.140548375435, "iteration": 236299, "loss_fcos_cls": 0.2088278050068766, "loss_fcos_ctr": 0.6172355702146888, "loss_fcos_loc": 0.1738537783967331, "loss_mask": 0.2607233542948961, "loss_maskiou": 0.00465841139521217, "loss_sem_seg": 0.1983942547813058, "lr": 0.001, "mask_rcnn/accuracy": 0.8857237449550717, "mask_rcnn/false_negative": 0.10723760736009413, "mask_rcnn/false_positive": 0.12279526870835268, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 32.75, "time": 0.7648209622129798, "total_loss": 1.4568258019789937} {"data_time": 0.01566295512020588, "eta_seconds": 25456.024593033828, "iteration": 236319, "loss_fcos_cls": 0.20310020470060408, "loss_fcos_ctr": 0.617110101506114, "loss_fcos_loc": 0.17273536731954664, "loss_mask": 0.24342238623648882, "loss_maskiou": 0.004109696652449202, "loss_sem_seg": 0.20367566123604774, "lr": 0.001, "mask_rcnn/accuracy": 0.8923502287819889, "mask_rcnn/false_negative": 0.08743107680164318, "mask_rcnn/false_positive": 0.11654811817107436, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.5, "time": 0.765545591711998, "total_loss": 1.4630002482990676} {"data_time": 0.016687003895640373, "eta_seconds": 25440.90863769222, "iteration": 236339, "loss_fcos_cls": 0.2006397433578968, "loss_fcos_ctr": 0.614532929379493, "loss_fcos_loc": 0.1678257147432305, "loss_mask": 0.23894350649788976, "loss_maskiou": 0.0044011253921780735, "loss_sem_seg": 0.19387659057974815, "lr": 0.001, "mask_rcnn/accuracy": 0.8857005160018553, "mask_rcnn/false_negative": 0.10710458234721201, "mask_rcnn/false_positive": 0.13133246830932663, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.5, "time": 0.7566562173888087, "total_loss": 1.436535920794995} {"data_time": 0.015280460938811302, "eta_seconds": 25421.977019799873, "iteration": 236359, "loss_fcos_cls": 0.21186063188361004, "loss_fcos_ctr": 0.6176807824522257, "loss_fcos_loc": 0.17367931478656828, "loss_mask": 0.25777790462598205, "loss_maskiou": 0.004589437739923596, "loss_sem_seg": 0.19106887048110366, "lr": 0.001, "mask_rcnn/accuracy": 0.8796575448361164, "mask_rcnn/false_negative": 0.10056692354315691, "mask_rcnn/false_positive": 0.13564033105654322, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.25, "time": 0.7524264203384519, "total_loss": 1.4687842315470334} {"data_time": 0.016185544431209564, "eta_seconds": 25404.650326268747, "iteration": 236379, "loss_fcos_cls": 0.1968095579650253, "loss_fcos_ctr": 0.61876683216542, "loss_fcos_loc": 0.17166688066208735, "loss_mask": 0.24948342237621546, "loss_maskiou": 0.004478959257539827, "loss_sem_seg": 0.19805029104463756, "lr": 0.001, "mask_rcnn/accuracy": 0.8985053897034427, "mask_rcnn/false_negative": 0.08435233761311703, "mask_rcnn/false_positive": 0.12210460651679539, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.75, "time": 0.7495910720899701, "total_loss": 1.4494017980614444} {"data_time": 0.01654791086912155, "eta_seconds": 25389.537955829874, "iteration": 236399, "loss_fcos_cls": 0.20567991497227922, "loss_fcos_ctr": 0.6146797714754939, "loss_fcos_loc": 0.16436207434162498, "loss_mask": 0.25997335463762283, "loss_maskiou": 0.005001109806471504, "loss_sem_seg": 0.20975513895973563, "lr": 0.001, "mask_rcnn/accuracy": 0.8884857563145809, "mask_rcnn/false_negative": 0.09345098037234736, "mask_rcnn/false_positive": 0.12631881169981185, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7580373389646411, "total_loss": 1.4729354235023493} {"data_time": 0.016176889650523663, "eta_seconds": 25363.027442617342, "iteration": 236419, "loss_fcos_cls": 0.2084658711683005, "loss_fcos_ctr": 0.6183297028765082, "loss_fcos_loc": 0.17682854761369526, "loss_mask": 0.25870023062452674, "loss_maskiou": 0.004501885618083179, "loss_sem_seg": 0.18385748739819974, "lr": 0.001, "mask_rcnn/accuracy": 0.888634990675807, "mask_rcnn/false_negative": 0.10494228964018029, "mask_rcnn/false_positive": 0.12939785248418278, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.5, "time": 0.7544331252574921, "total_loss": 1.460507494826743} {"data_time": 0.0160787682980299, "eta_seconds": 25347.921860625967, "iteration": 236439, "loss_fcos_cls": 0.19709584617521614, "loss_fcos_ctr": 0.6139449519105256, "loss_fcos_loc": 0.16581192595185712, "loss_mask": 0.2506915731355548, "loss_maskiou": 0.004827938773814822, "loss_sem_seg": 0.18470866652205586, "lr": 0.001, "mask_rcnn/accuracy": 0.897749209509028, "mask_rcnn/false_negative": 0.09947625058978998, "mask_rcnn/false_positive": 0.1181101370733999, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.25, "time": 0.7576724570244551, "total_loss": 1.4251905917030854} {"data_time": 0.018110902048647404, "eta_seconds": 25330.95758547634, "iteration": 236459, "loss_fcos_cls": 0.19564509636256844, "loss_fcos_ctr": 0.6152121210470796, "loss_fcos_loc": 0.17015976051334292, "loss_mask": 0.2531844601035118, "loss_maskiou": 0.004338838531111833, "loss_sem_seg": 0.19013705308316275, "lr": 0.001, "mask_rcnn/accuracy": 0.8964380493170581, "mask_rcnn/false_negative": 0.07858846946886369, "mask_rcnn/false_positive": 0.09683797011308956, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 17.0, "time": 0.7493032561615109, "total_loss": 1.4204837188917736} {"data_time": 0.01712953671813011, "eta_seconds": 25320.8005524911, "iteration": 236479, "loss_fcos_cls": 0.2071660787332803, "loss_fcos_ctr": 0.6155103854835033, "loss_fcos_loc": 0.17605453240685165, "loss_mask": 0.2592093348503113, "loss_maskiou": 0.004716555791674182, "loss_sem_seg": 0.21695351088419557, "lr": 0.001, "mask_rcnn/accuracy": 0.8790556660285004, "mask_rcnn/false_negative": 0.08166169448841591, "mask_rcnn/false_positive": 0.15067709467364965, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 33.0, "time": 0.7561933370307088, "total_loss": 1.4621777974971337} {"data_time": 0.016965601593255997, "eta_seconds": 25311.974358793348, "iteration": 236499, "loss_fcos_cls": 0.21200692444108427, "loss_fcos_ctr": 0.6140304459258914, "loss_fcos_loc": 0.16700611379928887, "loss_mask": 0.2520454963669181, "loss_maskiou": 0.0044678679696517065, "loss_sem_seg": 0.19081897381693125, "lr": 0.001, "mask_rcnn/accuracy": 0.8801129298053808, "mask_rcnn/false_negative": 0.10227184926137806, "mask_rcnn/false_positive": 0.12243598265926992, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7604187680408359, "total_loss": 1.4242420636946918} {"data_time": 0.015071820467710495, "eta_seconds": 25298.113222998567, "iteration": 236519, "loss_fcos_cls": 0.18686131690628827, "loss_fcos_ctr": 0.6105266390368342, "loss_fcos_loc": 0.14575160178355873, "loss_mask": 0.23666370753198862, "loss_maskiou": 0.004407606746099191, "loss_sem_seg": 0.20831895247101784, "lr": 0.001, "mask_rcnn/accuracy": 0.8926601647333016, "mask_rcnn/false_negative": 0.0921545786885723, "mask_rcnn/false_positive": 0.12199477982811444, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.75, "time": 0.7588399602100253, "total_loss": 1.3925966724418686} {"data_time": 0.01700550690293312, "eta_seconds": 25281.75200798735, "iteration": 236539, "loss_fcos_cls": 0.20031215506605804, "loss_fcos_ctr": 0.6162825082428753, "loss_fcos_loc": 0.17143024620600045, "loss_mask": 0.2499212035909295, "loss_maskiou": 0.004311242824769579, "loss_sem_seg": 0.20784100017044693, "lr": 0.001, "mask_rcnn/accuracy": 0.8841697903651256, "mask_rcnn/false_negative": 0.09212464612158125, "mask_rcnn/false_positive": 0.1314358637129407, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7629554672166705, "total_loss": 1.4446883151140355} {"data_time": 0.0169193921610713, "eta_seconds": 25270.84015098028, "iteration": 236559, "loss_fcos_cls": 0.20452095055952668, "loss_fcos_ctr": 0.6177713987417519, "loss_fcos_loc": 0.17490198276937008, "loss_mask": 0.2596562597900629, "loss_maskiou": 0.004662618994188961, "loss_sem_seg": 0.204502843786031, "lr": 0.001, "mask_rcnn/accuracy": 0.8881024024635321, "mask_rcnn/false_negative": 0.08709577441223676, "mask_rcnn/false_positive": 0.12157664272236327, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.25, "time": 0.7611411018297076, "total_loss": 1.4757437791922712} {"data_time": 0.015823669731616974, "eta_seconds": 25259.1357900016, "iteration": 236579, "loss_fcos_cls": 0.21027172426693141, "loss_fcos_ctr": 0.6138170659542084, "loss_fcos_loc": 0.16782351420260966, "loss_mask": 0.2428065612912178, "loss_maskiou": 0.0041782352345762774, "loss_sem_seg": 0.18951231898972765, "lr": 0.001, "mask_rcnn/accuracy": 0.8919054132695852, "mask_rcnn/false_negative": 0.09138864265039025, "mask_rcnn/false_positive": 0.13101170522273353, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 32.5, "time": 0.763465378433466, "total_loss": 1.450072103401908} {"data_time": 0.016788228414952755, "eta_seconds": 25258.8228455605, "iteration": 236599, "loss_fcos_cls": 0.20640915352851152, "loss_fcos_ctr": 0.6158826486207545, "loss_fcos_loc": 0.17259152315091342, "loss_mask": 0.24264042172580957, "loss_maskiou": 0.004593198248585395, "loss_sem_seg": 0.19281937391497195, "lr": 0.001, "mask_rcnn/accuracy": 0.8966548208590134, "mask_rcnn/false_negative": 0.07491368071998955, "mask_rcnn/false_positive": 0.13446579525656252, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.25, "time": 0.7542277937754989, "total_loss": 1.4684836099513632} {"data_time": 0.015528276562690735, "eta_seconds": 25236.56009131763, "iteration": 236619, "loss_fcos_cls": 0.21369762858375907, "loss_fcos_ctr": 0.6146254264749587, "loss_fcos_loc": 0.17462403501849622, "loss_mask": 0.26141634304076433, "loss_maskiou": 0.004278979133232497, "loss_sem_seg": 0.19309182232245803, "lr": 0.001, "mask_rcnn/accuracy": 0.892534124039226, "mask_rcnn/false_negative": 0.09438865303197908, "mask_rcnn/false_positive": 0.135188412424868, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 25.25, "time": 0.7513000974431634, "total_loss": 1.462251646531513} {"data_time": 0.01782113593071699, "eta_seconds": 25228.573663984425, "iteration": 236639, "loss_fcos_cls": 0.20515292941126972, "loss_fcos_ctr": 0.6164652579464018, "loss_fcos_loc": 0.16556998493615538, "loss_mask": 0.23771058302372694, "loss_maskiou": 0.004259602097590687, "loss_sem_seg": 0.18241814896464348, "lr": 0.001, "mask_rcnn/accuracy": 0.8904380717804363, "mask_rcnn/false_negative": 0.09754915869751155, "mask_rcnn/false_positive": 0.1113226949294728, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.75, "time": 0.7690472919493914, "total_loss": 1.422392735228641} {"data_time": 0.015914838761091232, "eta_seconds": 25231.794789569452, "iteration": 236659, "loss_fcos_cls": 0.20498614604002796, "loss_fcos_ctr": 0.6160191558301449, "loss_fcos_loc": 0.16153111396124586, "loss_mask": 0.2462942129932344, "loss_maskiou": 0.004321978391089942, "loss_sem_seg": 0.18056439561769366, "lr": 0.001, "mask_rcnn/accuracy": 0.8882993731663915, "mask_rcnn/false_negative": 0.08266456448228854, "mask_rcnn/false_positive": 0.14552561160436178, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.0, "time": 0.7612348040565848, "total_loss": 1.4533291200714302} {"data_time": 0.014600318856537342, "eta_seconds": 25207.753365377896, "iteration": 236679, "loss_fcos_cls": 0.19943344418425113, "loss_fcos_ctr": 0.6154429097659886, "loss_fcos_loc": 0.17146061616949737, "loss_mask": 0.24734779074788094, "loss_maskiou": 0.004462813049030956, "loss_sem_seg": 0.21193427708931267, "lr": 0.001, "mask_rcnn/accuracy": 0.8823818589935974, "mask_rcnn/false_negative": 0.09439713729353397, "mask_rcnn/false_positive": 0.13690384095475586, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.0, "time": 0.7877279007807374, "total_loss": 1.4776510519295698} {"data_time": 0.014813811518251896, "eta_seconds": 25189.459534844384, "iteration": 236699, "loss_fcos_cls": 0.1913952103932388, "loss_fcos_ctr": 0.616626494564116, "loss_fcos_loc": 0.17008164594881237, "loss_mask": 0.24978950526565313, "loss_maskiou": 0.004328773895394988, "loss_sem_seg": 0.18104617216158658, "lr": 0.001, "mask_rcnn/accuracy": 0.9024260321235268, "mask_rcnn/false_negative": 0.07868821832349593, "mask_rcnn/false_positive": 0.13024067070858214, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 30.75, "time": 0.7448393143713474, "total_loss": 1.412574101035716} {"data_time": 0.01757024973630905, "eta_seconds": 25186.38800250925, "iteration": 236719, "loss_fcos_cls": 0.20480322348885238, "loss_fcos_ctr": 0.6176362279802561, "loss_fcos_loc": 0.18039233540184796, "loss_mask": 0.24951118556782603, "loss_maskiou": 0.0044036065228283405, "loss_sem_seg": 0.1905363709665835, "lr": 0.001, "mask_rcnn/accuracy": 0.8813747901758107, "mask_rcnn/false_negative": 0.09379280664209488, "mask_rcnn/false_positive": 0.14010323156773508, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 33.5, "time": 0.762799883261323, "total_loss": 1.4767966622603126} {"data_time": 0.016847798600792885, "eta_seconds": 25182.26363958232, "iteration": 236739, "loss_fcos_cls": 0.21297870139824226, "loss_fcos_ctr": 0.6177466069348156, "loss_fcos_loc": 0.17997305397875607, "loss_mask": 0.2589238928630948, "loss_maskiou": 0.004747871127619874, "loss_sem_seg": 0.19700795714743435, "lr": 0.001, "mask_rcnn/accuracy": 0.8730850252472123, "mask_rcnn/false_negative": 0.08391784397842042, "mask_rcnn/false_positive": 0.16158325752534783, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.0, "time": 0.7538382252678275, "total_loss": 1.4598428667522967} {"data_time": 0.017573227174580097, "eta_seconds": 25167.12142278813, "iteration": 236759, "loss_fcos_cls": 0.2040069520007819, "loss_fcos_ctr": 0.6184667302295566, "loss_fcos_loc": 0.1656157070538029, "loss_mask": 0.24128583073616028, "loss_maskiou": 0.0047957310162018985, "loss_sem_seg": 0.17663758667185903, "lr": 0.001, "mask_rcnn/accuracy": 0.888558848196813, "mask_rcnn/false_negative": 0.09410586327964979, "mask_rcnn/false_positive": 0.13905874235878896, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 27.25, "time": 0.7555247144773602, "total_loss": 1.4454263541992987} {"data_time": 0.01777397282421589, "eta_seconds": 25140.98121544905, "iteration": 236779, "loss_fcos_cls": 0.20769072516122833, "loss_fcos_ctr": 0.6148264845833182, "loss_fcos_loc": 0.1661643834086135, "loss_mask": 0.24535534158349037, "loss_maskiou": 0.0041012986621353775, "loss_sem_seg": 0.19287567888386548, "lr": 0.001, "mask_rcnn/accuracy": 0.8800646685614886, "mask_rcnn/false_negative": 0.09189527043550834, "mask_rcnn/false_positive": 0.12482331355693391, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.5, "time": 0.7394677232950926, "total_loss": 1.4075440226879437} {"data_time": 0.015270313248038292, "eta_seconds": 25113.81778374128, "iteration": 236799, "loss_fcos_cls": 0.1993644810281694, "loss_fcos_ctr": 0.6154901180416346, "loss_fcos_loc": 0.17030643473844975, "loss_mask": 0.24870171817019582, "loss_maskiou": 0.004609230425558053, "loss_sem_seg": 0.23277093842625618, "lr": 0.001, "mask_rcnn/accuracy": 0.901905293367347, "mask_rcnn/false_negative": 0.07119287407835212, "mask_rcnn/false_positive": 0.12991438255210835, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7404007203876972, "total_loss": 1.4787398555054097} {"data_time": 0.016147222369909286, "eta_seconds": 25101.84161389526, "iteration": 236819, "loss_fcos_cls": 0.2120453743264079, "loss_fcos_ctr": 0.6158077237196267, "loss_fcos_loc": 0.16640913055744022, "loss_mask": 0.2621159888803959, "loss_maskiou": 0.00485656187083805, "loss_sem_seg": 0.18843618547543883, "lr": 0.001, "mask_rcnn/accuracy": 0.8862718508817391, "mask_rcnn/false_negative": 0.10180763769906054, "mask_rcnn/false_positive": 0.11572072589674864, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.5, "time": 0.7619016608223319, "total_loss": 1.444882868163404} {"data_time": 0.016238217242062092, "eta_seconds": 25095.57442838885, "iteration": 236839, "loss_fcos_cls": 0.1900860802270472, "loss_fcos_ctr": 0.6099578365683556, "loss_fcos_loc": 0.15925583860371262, "loss_mask": 0.23772004852071404, "loss_maskiou": 0.004254382714862004, "loss_sem_seg": 0.21039473405107856, "lr": 0.001, "mask_rcnn/accuracy": 0.873051899331161, "mask_rcnn/false_negative": 0.10008111153512275, "mask_rcnn/false_positive": 0.14295184620800833, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 25.25, "time": 0.7647060081362724, "total_loss": 1.420428443023411} {"data_time": 0.01649674866348505, "eta_seconds": 25071.58111347165, "iteration": 236859, "loss_fcos_cls": 0.2084778870921582, "loss_fcos_ctr": 0.6158662620000541, "loss_fcos_loc": 0.17566098109818995, "loss_mask": 0.2518326239660382, "loss_maskiou": 0.0049522223707754165, "loss_sem_seg": 0.18790354253724217, "lr": 0.001, "mask_rcnn/accuracy": 0.8881296566245546, "mask_rcnn/false_negative": 0.08480324555695394, "mask_rcnn/false_positive": 0.1458728609541959, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7701532989740372, "total_loss": 1.4652404369262513} {"data_time": 0.015378843061625957, "eta_seconds": 25074.04888245184, "iteration": 236879, "loss_fcos_cls": 0.20193668361753225, "loss_fcos_ctr": 0.6164100905880332, "loss_fcos_loc": 0.1644829004071653, "loss_mask": 0.2500955415889621, "loss_maskiou": 0.004319300448514696, "loss_sem_seg": 0.19269571476615965, "lr": 0.001, "mask_rcnn/accuracy": 0.8683157837603126, "mask_rcnn/false_negative": 0.10177577658291886, "mask_rcnn/false_positive": 0.1373936501579251, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.0, "time": 0.7626377642154694, "total_loss": 1.4406936742307153} {"data_time": 0.015402608551084995, "eta_seconds": 25062.84214541875, "iteration": 236899, "loss_fcos_cls": 0.20228643575683236, "loss_fcos_ctr": 0.6153628556057811, "loss_fcos_loc": 0.17332718323450536, "loss_mask": 0.24466400174424052, "loss_maskiou": 0.004546487421976053, "loss_sem_seg": 0.1914170600939542, "lr": 0.001, "mask_rcnn/accuracy": 0.9263326424319728, "mask_rcnn/false_negative": 0.06511881788274591, "mask_rcnn/false_positive": 0.10737008718124422, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 21.25, "time": 0.7646994246169925, "total_loss": 1.4496764780014928} {"data_time": 0.01633403543382883, "eta_seconds": 25049.65662396513, "iteration": 236919, "loss_fcos_cls": 0.20407607531524263, "loss_fcos_ctr": 0.6161444019526243, "loss_fcos_loc": 0.1628106203279458, "loss_mask": 0.24992398358881474, "loss_maskiou": 0.003988037384260679, "loss_sem_seg": 0.1827672857325524, "lr": 0.001, "mask_rcnn/accuracy": 0.8848270608205215, "mask_rcnn/false_negative": 0.09947504993767392, "mask_rcnn/false_positive": 0.14636282765092895, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 30.75, "time": 0.7644665976986289, "total_loss": 1.4124375497412984} {"data_time": 0.02038379665464163, "eta_seconds": 25040.25189701654, "iteration": 236939, "loss_fcos_cls": 0.20973722729831934, "loss_fcos_ctr": 0.6147670689970255, "loss_fcos_loc": 0.17350337631069124, "loss_mask": 0.26200947165489197, "loss_maskiou": 0.004550410554656992, "loss_sem_seg": 0.2056757379323244, "lr": 0.001, "mask_rcnn/accuracy": 0.8910981416449004, "mask_rcnn/false_negative": 0.10450831608103, "mask_rcnn/false_positive": 0.12912281244980464, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 23.75, "time": 0.7532863970845938, "total_loss": 1.4654178365453845} {"data_time": 0.01673417165875435, "eta_seconds": 25025.10398745723, "iteration": 236959, "loss_fcos_cls": 0.2055446890881285, "loss_fcos_ctr": 0.6175095438957214, "loss_fcos_loc": 0.18132334831170738, "loss_mask": 0.2546053291298449, "loss_maskiou": 0.004695596564488369, "loss_sem_seg": 0.20853017084300518, "lr": 0.001, "mask_rcnn/accuracy": 0.8738773862508529, "mask_rcnn/false_negative": 0.10934660546220074, "mask_rcnn/false_positive": 0.14973092919399825, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7621788568794727, "total_loss": 1.501700453532976} {"data_time": 0.0180368572473526, "eta_seconds": 25004.223311869428, "iteration": 236979, "loss_fcos_cls": 0.20300200299243443, "loss_fcos_ctr": 0.6165685481391847, "loss_fcos_loc": 0.17302646255120635, "loss_mask": 0.2530879294499755, "loss_maskiou": 0.00471414859930519, "loss_sem_seg": 0.2075403742492199, "lr": 0.001, "mask_rcnn/accuracy": 0.8927994412050535, "mask_rcnn/false_negative": 0.08949129638466152, "mask_rcnn/false_positive": 0.12985495051516066, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.5, "time": 0.7478576116263866, "total_loss": 1.4554051863669883} {"data_time": 0.02052929811179638, "eta_seconds": 24983.203622167, "iteration": 236999, "loss_fcos_cls": 0.19015319040045142, "loss_fcos_ctr": 0.6105708228424191, "loss_fcos_loc": 0.16542885382659733, "loss_mask": 0.2493127780035138, "loss_maskiou": 0.004726810926513281, "loss_sem_seg": 0.19821206014603376, "lr": 0.001, "mask_rcnn/accuracy": 0.879750858676804, "mask_rcnn/false_negative": 0.1028416569429981, "mask_rcnn/false_positive": 0.13305828223836047, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.0, "time": 0.7509243497624993, "total_loss": 1.4119281249004416} {"data_time": 0.0176133019849658, "eta_seconds": 24950.53911177721, "iteration": 237019, "loss_fcos_cls": 0.19385787821374834, "loss_fcos_ctr": 0.616762307472527, "loss_fcos_loc": 0.17627279949374497, "loss_mask": 0.2538065924309194, "loss_maskiou": 0.004437312425579876, "loss_sem_seg": 0.18898933310993016, "lr": 0.001, "mask_rcnn/accuracy": 0.8905758873889347, "mask_rcnn/false_negative": 0.09421964232816939, "mask_rcnn/false_positive": 0.12662960499592218, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.5, "time": 0.7502067415043712, "total_loss": 1.4278377993323375} {"data_time": 0.01635635644197464, "eta_seconds": 24941.89250463154, "iteration": 237039, "loss_fcos_cls": 0.19666843861341476, "loss_fcos_ctr": 0.6169868572615087, "loss_fcos_loc": 0.1720976807991974, "loss_mask": 0.25881409738212824, "loss_maskiou": 0.004708945518359542, "loss_sem_seg": 0.1735703790327534, "lr": 0.001, "mask_rcnn/accuracy": 0.8819000311392162, "mask_rcnn/false_negative": 0.09202458025105019, "mask_rcnn/false_positive": 0.12995031439225285, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.75, "time": 0.7477656081318855, "total_loss": 1.422487666726738} {"data_time": 0.016839767806231976, "eta_seconds": 24919.447832240723, "iteration": 237059, "loss_fcos_cls": 0.20459623984061182, "loss_fcos_ctr": 0.613808985799551, "loss_fcos_loc": 0.16419249936006963, "loss_mask": 0.2411783179268241, "loss_maskiou": 0.0047252963995561, "loss_sem_seg": 0.19587729079648852, "lr": 0.001, "mask_rcnn/accuracy": 0.9061650277843696, "mask_rcnn/false_negative": 0.07447888552071685, "mask_rcnn/false_positive": 0.16237066795485783, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.75, "time": 0.7454512771219015, "total_loss": 1.437868645778508} {"data_time": 0.0150526138022542, "eta_seconds": 24919.636900086887, "iteration": 237079, "loss_fcos_cls": 0.20577324705664068, "loss_fcos_ctr": 0.6163597768172622, "loss_fcos_loc": 0.17860279616434127, "loss_mask": 0.24839505879208446, "loss_maskiou": 0.004804212956514675, "loss_sem_seg": 0.17496829945594072, "lr": 0.001, "mask_rcnn/accuracy": 0.8897004930703625, "mask_rcnn/false_negative": 0.0980058107316564, "mask_rcnn/false_positive": 0.14016591134398834, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.25, "time": 0.7728066351264715, "total_loss": 1.4475628793879878} {"data_time": 0.01588021870702505, "eta_seconds": 24904.497847870924, "iteration": 237099, "loss_fcos_cls": 0.19722737581469119, "loss_fcos_ctr": 0.613971087615937, "loss_fcos_loc": 0.16861264780163765, "loss_mask": 0.24178706761449575, "loss_maskiou": 0.004255999665474519, "loss_sem_seg": 0.16789460135623813, "lr": 0.001, "mask_rcnn/accuracy": 0.899024799793335, "mask_rcnn/false_negative": 0.08424875410046878, "mask_rcnn/false_positive": 0.11859496325130764, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.75, "time": 0.7383314128965139, "total_loss": 1.3895330351078883} {"data_time": 0.017150401137769222, "eta_seconds": 24896.936044390313, "iteration": 237119, "loss_fcos_cls": 0.20743981306441128, "loss_fcos_ctr": 0.617929371073842, "loss_fcos_loc": 0.17502052173949778, "loss_mask": 0.2452534749172628, "loss_maskiou": 0.004911013642413309, "loss_sem_seg": 0.1737695048796013, "lr": 0.001, "mask_rcnn/accuracy": 0.9004986085343227, "mask_rcnn/false_negative": 0.09040852502497887, "mask_rcnn/false_positive": 0.13670326304839792, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.25, "time": 0.7759008649736643, "total_loss": 1.4349415214074952} {"data_time": 0.018562943674623966, "eta_seconds": 24888.772801423445, "iteration": 237139, "loss_fcos_cls": 0.19342240679543465, "loss_fcos_ctr": 0.6153779849410057, "loss_fcos_loc": 0.16539692936930805, "loss_mask": 0.23784167878329754, "loss_maskiou": 0.004325754842284368, "loss_sem_seg": 0.20970265055075288, "lr": 0.001, "mask_rcnn/accuracy": 0.8988351286871024, "mask_rcnn/false_negative": 0.09152588079353446, "mask_rcnn/false_positive": 0.11376020297549519, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 32.25, "time": 0.7582901977002621, "total_loss": 1.4649756585677096} {"data_time": 0.016963791102170944, "eta_seconds": 24866.648722174577, "iteration": 237159, "loss_fcos_cls": 0.20571785874199122, "loss_fcos_ctr": 0.614348909817636, "loss_fcos_loc": 0.16908754908945411, "loss_mask": 0.25858163414523005, "loss_maskiou": 0.004185131132544484, "loss_sem_seg": 0.20403348980471492, "lr": 0.001, "mask_rcnn/accuracy": 0.8975896226192053, "mask_rcnn/false_negative": 0.08262928671864964, "mask_rcnn/false_positive": 0.14060382055597212, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.5, "time": 0.7480399943888187, "total_loss": 1.4573165272522601} {"data_time": 0.013811196200549603, "eta_seconds": 24828.66935739573, "iteration": 237179, "loss_fcos_cls": 0.19526860199403018, "loss_fcos_ctr": 0.6134196829516441, "loss_fcos_loc": 0.16495168750407174, "loss_mask": 0.22874287609010935, "loss_maskiou": 0.004094005817023572, "loss_sem_seg": 0.1928404939826578, "lr": 0.001, "mask_rcnn/accuracy": 0.9106412337662337, "mask_rcnn/false_negative": 0.07402715635842955, "mask_rcnn/false_positive": 0.11057403986343575, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 19.75, "time": 0.7429178627207875, "total_loss": 1.4489884013855772} {"data_time": 0.015075637958943844, "eta_seconds": 24803.734672700986, "iteration": 237199, "loss_fcos_cls": 0.20042855039355345, "loss_fcos_ctr": 0.6152823837473989, "loss_fcos_loc": 0.16420527326408774, "loss_mask": 0.23463848000392318, "loss_maskiou": 0.004029379027087998, "loss_sem_seg": 0.17414596513845026, "lr": 0.001, "mask_rcnn/accuracy": 0.8873156844705095, "mask_rcnn/false_negative": 0.09188722543366148, "mask_rcnn/false_positive": 0.11192083011647133, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.5, "time": 0.741209858097136, "total_loss": 1.3817996564011992} {"data_time": 0.017976745031774044, "eta_seconds": 24788.61090533249, "iteration": 237219, "loss_fcos_cls": 0.2072844714857638, "loss_fcos_ctr": 0.6167212445288897, "loss_fcos_loc": 0.1776714370935224, "loss_mask": 0.26315045915544033, "loss_maskiou": 0.004190596144326264, "loss_sem_seg": 0.18986526783555746, "lr": 0.001, "mask_rcnn/accuracy": 0.8874955317988518, "mask_rcnn/false_negative": 0.11249392895633087, "mask_rcnn/false_positive": 0.15152544493597797, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 26.25, "time": 0.7686691265553236, "total_loss": 1.470577598636737} {"data_time": 0.015794958919286728, "eta_seconds": 24784.106359447353, "iteration": 237239, "loss_fcos_cls": 0.20474245364312083, "loss_fcos_ctr": 0.6160404579713941, "loss_fcos_loc": 0.1726885091047734, "loss_mask": 0.2515467284247279, "loss_maskiou": 0.004472049916330434, "loss_sem_seg": 0.18680554465390742, "lr": 0.001, "mask_rcnn/accuracy": 0.8779369032193376, "mask_rcnn/false_negative": 0.10420427908657087, "mask_rcnn/false_positive": 0.13296307074168112, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 27.5, "time": 0.7620476456359029, "total_loss": 1.4493573125400872} {"data_time": 0.01614382490515709, "eta_seconds": 24768.976109235547, "iteration": 237259, "loss_fcos_cls": 0.20472865086048841, "loss_fcos_ctr": 0.6157195684500039, "loss_fcos_loc": 0.16970505460631102, "loss_mask": 0.24131818115711212, "loss_maskiou": 0.004125372564885765, "loss_sem_seg": 0.1970808357000351, "lr": 0.001, "mask_rcnn/accuracy": 0.8983203544575725, "mask_rcnn/false_negative": 0.08915312869186819, "mask_rcnn/false_positive": 0.12929153192975096, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 23.5, "time": 0.7600833075121045, "total_loss": 1.4163913480952033} {"data_time": 0.015862874686717987, "eta_seconds": 24768.92231741734, "iteration": 237279, "loss_fcos_cls": 0.20475084020290524, "loss_fcos_ctr": 0.6163827264681458, "loss_fcos_loc": 0.16781910334248096, "loss_mask": 0.25923797115683556, "loss_maskiou": 0.0046479543088935316, "loss_sem_seg": 0.17788491188548505, "lr": 0.001, "mask_rcnn/accuracy": 0.8993311070228763, "mask_rcnn/false_negative": 0.08550069076187948, "mask_rcnn/false_positive": 0.11863256938130107, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.75, "time": 0.7626342866569757, "total_loss": 1.4282823476023623} {"data_time": 0.019479635171592236, "eta_seconds": 24745.14810818713, "iteration": 237299, "loss_fcos_cls": 0.19865056732669473, "loss_fcos_ctr": 0.6159652108326554, "loss_fcos_loc": 0.1695302957086824, "loss_mask": 0.25597046641632915, "loss_maskiou": 0.004498127163969912, "loss_sem_seg": 0.20489973993971944, "lr": 0.001, "mask_rcnn/accuracy": 0.8851992401515472, "mask_rcnn/false_negative": 0.10276996237122642, "mask_rcnn/false_positive": 0.12969419013798875, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 28.25, "time": 0.7557753585278988, "total_loss": 1.457169968765811} {"data_time": 0.015445289202034473, "eta_seconds": 24723.585358600132, "iteration": 237319, "loss_fcos_cls": 0.20270513487048447, "loss_fcos_ctr": 0.6131710130721331, "loss_fcos_loc": 0.15936586656607687, "loss_mask": 0.23793522315099835, "loss_maskiou": 0.004189307102933526, "loss_sem_seg": 0.17500238283537328, "lr": 0.001, "mask_rcnn/accuracy": 0.8956078643578644, "mask_rcnn/false_negative": 0.10241524791196623, "mask_rcnn/false_positive": 0.12090049790587087, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.5, "time": 0.7480851383879781, "total_loss": 1.412825074952707} {"data_time": 0.015458273701369762, "eta_seconds": 24707.63139093574, "iteration": 237339, "loss_fcos_cls": 0.20744344289414585, "loss_fcos_ctr": 0.6159769091755152, "loss_fcos_loc": 0.16761848516762257, "loss_mask": 0.2525321524590254, "loss_maskiou": 0.00432376788376132, "loss_sem_seg": 0.1915586069226265, "lr": 0.001, "mask_rcnn/accuracy": 0.8859571205531394, "mask_rcnn/false_negative": 0.09017344054780665, "mask_rcnn/false_positive": 0.14246865749793008, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 25.25, "time": 0.7480232007801533, "total_loss": 1.4300697914150078} {"data_time": 0.01575725805014372, "eta_seconds": 24708.364455940202, "iteration": 237359, "loss_fcos_cls": 0.20182276633568108, "loss_fcos_ctr": 0.6163191124796867, "loss_fcos_loc": 0.17980045336298645, "loss_mask": 0.26210164092481136, "loss_maskiou": 0.004479363946302328, "loss_sem_seg": 0.20494516286998987, "lr": 0.001, "mask_rcnn/accuracy": 0.8692110985824743, "mask_rcnn/false_negative": 0.10618344932046922, "mask_rcnn/false_positive": 0.14976192138919936, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 22.25, "time": 0.7626269739121199, "total_loss": 1.4838245699211257} {"data_time": 0.016307574696838856, "eta_seconds": 24678.150890175253, "iteration": 237379, "loss_fcos_cls": 0.19677226257044822, "loss_fcos_ctr": 0.6157234627753496, "loss_fcos_loc": 0.17189944081474096, "loss_mask": 0.2588227395899594, "loss_maskiou": 0.0045218431114335544, "loss_sem_seg": 0.179345951997675, "lr": 0.001, "mask_rcnn/accuracy": 0.8831599947671376, "mask_rcnn/false_negative": 0.11152710859955678, "mask_rcnn/false_positive": 0.12512136092414575, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7357490751892328, "total_loss": 1.4501653690167586} {"data_time": 0.017061712220311165, "eta_seconds": 24659.617688510567, "iteration": 237399, "loss_fcos_cls": 0.20034466532524675, "loss_fcos_ctr": 0.6159059032797813, "loss_fcos_loc": 0.17405975121073425, "loss_mask": 0.2527527054771781, "loss_maskiou": 0.004357874880952295, "loss_sem_seg": 0.1999581907875836, "lr": 0.001, "mask_rcnn/accuracy": 0.9021691368855235, "mask_rcnn/false_negative": 0.07735228725143772, "mask_rcnn/false_positive": 0.13073411780315325, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 23.75, "time": 0.7553818682208657, "total_loss": 1.4436011518337182} {"data_time": 0.017721377313137054, "eta_seconds": 24644.48955275491, "iteration": 237419, "loss_fcos_cls": 0.20532512036152184, "loss_fcos_ctr": 0.6162439668551087, "loss_fcos_loc": 0.1733009476447478, "loss_mask": 0.2598307328298688, "loss_maskiou": 0.004671065209549852, "loss_sem_seg": 0.1918697867076844, "lr": 0.001, "mask_rcnn/accuracy": 0.8853229452587527, "mask_rcnn/false_negative": 0.087731112591316, "mask_rcnn/false_positive": 0.14102221578825114, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7544263899326324, "total_loss": 1.4573021128744585} {"data_time": 0.015568628907203674, "eta_seconds": 24629.36141699925, "iteration": 237439, "loss_fcos_cls": 0.20508686732500792, "loss_fcos_ctr": 0.614239945076406, "loss_fcos_loc": 0.1712559584993869, "loss_mask": 0.2614586455747485, "loss_maskiou": 0.00466404901817441, "loss_sem_seg": 0.200607281178236, "lr": 0.001, "mask_rcnn/accuracy": 0.8838920183457999, "mask_rcnn/false_negative": 0.11376537648399859, "mask_rcnn/false_positive": 0.13887595578835765, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.25, "time": 0.7529425974935293, "total_loss": 1.4586654761005775} {"data_time": 0.015726950950920582, "eta_seconds": 24631.198886177503, "iteration": 237459, "loss_fcos_cls": 0.20022489798429888, "loss_fcos_ctr": 0.6145178554579616, "loss_fcos_loc": 0.1699426471022889, "loss_mask": 0.2609137948602438, "loss_maskiou": 0.004524814718024572, "loss_sem_seg": 0.20725331967696548, "lr": 0.001, "mask_rcnn/accuracy": 0.8683015969545713, "mask_rcnn/false_negative": 0.0919396086107917, "mask_rcnn/false_positive": 0.17130649802488418, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.75, "time": 0.7597192237153649, "total_loss": 1.4673252583816065} {"data_time": 0.01630531344562769, "eta_seconds": 24616.060323203914, "iteration": 237479, "loss_fcos_cls": 0.1944531351327896, "loss_fcos_ctr": 0.6132726771757007, "loss_fcos_loc": 0.1698274107184261, "loss_mask": 0.2519624759443104, "loss_maskiou": 0.0049767687160056084, "loss_sem_seg": 0.17747492459602654, "lr": 0.001, "mask_rcnn/accuracy": 0.9034210856473737, "mask_rcnn/false_negative": 0.08527759344593223, "mask_rcnn/false_positive": 0.13209649764934542, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 35.0, "time": 0.756773860193789, "total_loss": 1.4267331746959826} {"data_time": 0.015992009080946445, "eta_seconds": 24603.886660992168, "iteration": 237499, "loss_fcos_cls": 0.20299958437681198, "loss_fcos_ctr": 0.613391644321382, "loss_fcos_loc": 0.1584165720269084, "loss_mask": 0.25172344222664833, "loss_maskiou": 0.004555067891487852, "loss_sem_seg": 0.18603852088563144, "lr": 0.001, "mask_rcnn/accuracy": 0.8900089761514361, "mask_rcnn/false_negative": 0.08611880152678603, "mask_rcnn/false_positive": 0.12237220626566475, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.5, "time": 0.7705799089744687, "total_loss": 1.4219497027042962} {"data_time": 0.01538422517478466, "eta_seconds": 24585.783197256736, "iteration": 237519, "loss_fcos_cls": 0.20373678393661976, "loss_fcos_ctr": 0.6165209542959929, "loss_fcos_loc": 0.17518213181756437, "loss_mask": 0.2541039092466235, "loss_maskiou": 0.0049677711958793225, "loss_sem_seg": 0.20316554815508425, "lr": 0.001, "mask_rcnn/accuracy": 0.8951493602066563, "mask_rcnn/false_negative": 0.08287830854992118, "mask_rcnn/false_positive": 0.14722771141799912, "roi_head/num_bg_samples": 72.75, "roi_head/num_fg_samples": 26.25, "time": 0.7630585404112935, "total_loss": 1.486336185123946} {"data_time": 0.01653712149709463, "eta_seconds": 24563.5378960846, "iteration": 237539, "loss_fcos_cls": 0.2023492706939578, "loss_fcos_ctr": 0.6168402153998613, "loss_fcos_loc": 0.17373232753016055, "loss_mask": 0.25530251022428274, "loss_maskiou": 0.004586656232277164, "loss_sem_seg": 0.20017926394939423, "lr": 0.001, "mask_rcnn/accuracy": 0.9017521950640721, "mask_rcnn/false_negative": 0.08882281499976291, "mask_rcnn/false_positive": 0.11602220144128692, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.75, "time": 0.753215255215764, "total_loss": 1.431609305924212} {"data_time": 0.01565656904131174, "eta_seconds": 24538.5926024653, "iteration": 237559, "loss_fcos_cls": 0.19780933298170567, "loss_fcos_ctr": 0.6160956248641014, "loss_fcos_loc": 0.164939119014889, "loss_mask": 0.26550435088574886, "loss_maskiou": 0.005064369936008006, "loss_sem_seg": 0.18041215394623578, "lr": 0.001, "mask_rcnn/accuracy": 0.8888885554221688, "mask_rcnn/false_negative": 0.09657539756340203, "mask_rcnn/false_positive": 0.11698170075773875, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 39.75, "time": 0.7340924488380551, "total_loss": 1.4356862156346324} {"data_time": 0.01599915511906147, "eta_seconds": 24520.6329859877, "iteration": 237579, "loss_fcos_cls": 0.1970737329684198, "loss_fcos_ctr": 0.6150985322892666, "loss_fcos_loc": 0.16646302212029696, "loss_mask": 0.2546022329479456, "loss_maskiou": 0.004648712390917353, "loss_sem_seg": 0.1976670720614493, "lr": 0.001, "mask_rcnn/accuracy": 0.9006671899529042, "mask_rcnn/false_negative": 0.07617040063406078, "mask_rcnn/false_positive": 0.13857796222997343, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.5, "time": 0.7601815862581134, "total_loss": 1.4265363780286862} {"data_time": 0.01716644037514925, "eta_seconds": 24501.674604453146, "iteration": 237599, "loss_fcos_cls": 0.2013750100741163, "loss_fcos_ctr": 0.6146970535628498, "loss_fcos_loc": 0.16948670102283359, "loss_mask": 0.2520159666892141, "loss_maskiou": 0.004742060766147915, "loss_sem_seg": 0.2075550239533186, "lr": 0.001, "mask_rcnn/accuracy": 0.9145981355505166, "mask_rcnn/false_negative": 0.07700903727878239, "mask_rcnn/false_positive": 0.09592143760375521, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.0, "time": 0.7390987537801266, "total_loss": 1.4403705148943118} {"data_time": 0.015694173984229565, "eta_seconds": 24514.723245366476, "iteration": 237619, "loss_fcos_cls": 0.21093572536483407, "loss_fcos_ctr": 0.6176580134779215, "loss_fcos_loc": 0.17134164145682007, "loss_mask": 0.25805509416386485, "loss_maskiou": 0.004634941076801624, "loss_sem_seg": 0.1887808860046789, "lr": 0.001, "mask_rcnn/accuracy": 0.892634761277783, "mask_rcnn/false_negative": 0.09655259741076622, "mask_rcnn/false_positive": 0.12295590433405032, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 23.75, "time": 0.7706304108723998, "total_loss": 1.4458772300567944} {"data_time": 0.015366695821285248, "eta_seconds": 24487.05082298722, "iteration": 237639, "loss_fcos_cls": 0.19763311848510057, "loss_fcos_ctr": 0.6133825434371829, "loss_fcos_loc": 0.1736123948940076, "loss_mask": 0.2565926369279623, "loss_maskiou": 0.005097242385090794, "loss_sem_seg": 0.1915880220476538, "lr": 0.001, "mask_rcnn/accuracy": 0.8956345189897821, "mask_rcnn/false_negative": 0.09214802050835529, "mask_rcnn/false_positive": 0.13713045095587473, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 26.75, "time": 0.7527877977117896, "total_loss": 1.4359029549450497} {"data_time": 0.017953149043023586, "eta_seconds": 24455.59878179338, "iteration": 237659, "loss_fcos_cls": 0.2113277732860297, "loss_fcos_ctr": 0.6180158033967018, "loss_fcos_loc": 0.1793989521684125, "loss_mask": 0.25721557158976793, "loss_maskiou": 0.004841944624786265, "loss_sem_seg": 0.17982877284521237, "lr": 0.001, "mask_rcnn/accuracy": 0.8897586247687874, "mask_rcnn/false_negative": 0.09580352598074193, "mask_rcnn/false_positive": 0.09810874164704758, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.5, "time": 0.7450195895507932, "total_loss": 1.4622863542608684} {"data_time": 0.015286099165678024, "eta_seconds": 24439.458944084123, "iteration": 237679, "loss_fcos_cls": 0.19577706861309707, "loss_fcos_ctr": 0.6163500542752445, "loss_fcos_loc": 0.17958451760932803, "loss_mask": 0.25460320990532637, "loss_maskiou": 0.004278664295270573, "loss_sem_seg": 0.19167341641150415, "lr": 0.001, "mask_rcnn/accuracy": 0.8971782289304611, "mask_rcnn/false_negative": 0.09593549748035318, "mask_rcnn/false_positive": 0.12898357625127982, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.25, "time": 0.7615409940481186, "total_loss": 1.4517931490991032} {"data_time": 0.016061815433204174, "eta_seconds": 24428.544787896797, "iteration": 237699, "loss_fcos_cls": 0.2012097688857466, "loss_fcos_ctr": 0.6167372381314635, "loss_fcos_loc": 0.16530339694872964, "loss_mask": 0.24689726065844297, "loss_maskiou": 0.0044305700866971165, "loss_sem_seg": 0.19009292405098677, "lr": 0.001, "mask_rcnn/accuracy": 0.8971198118084006, "mask_rcnn/false_negative": 0.09049536298530467, "mask_rcnn/false_positive": 0.10651615340127585, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.0, "time": 0.7835280625149608, "total_loss": 1.4404763731799903} {"data_time": 0.01697447057813406, "eta_seconds": 24409.213024782017, "iteration": 237719, "loss_fcos_cls": 0.20491523249074817, "loss_fcos_ctr": 0.6153914262540638, "loss_fcos_loc": 0.17083283246029168, "loss_mask": 0.23828184325248003, "loss_maskiou": 0.004174014422460459, "loss_sem_seg": 0.18490516673773527, "lr": 0.001, "mask_rcnn/accuracy": 0.8995706486099795, "mask_rcnn/false_negative": 0.10217599794219856, "mask_rcnn/false_positive": 0.10962061487727803, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.0, "time": 0.7461416684091091, "total_loss": 1.4301714611574425} {"data_time": 0.016131974756717682, "eta_seconds": 24390.72561155539, "iteration": 237739, "loss_fcos_cls": 0.1985443677403964, "loss_fcos_ctr": 0.6163603281602263, "loss_fcos_loc": 0.17604630620917305, "loss_mask": 0.25265282299369574, "loss_maskiou": 0.004318478939239867, "loss_sem_seg": 0.15749181434512138, "lr": 0.001, "mask_rcnn/accuracy": 0.9040491346059956, "mask_rcnn/false_negative": 0.09222449076529067, "mask_rcnn/false_positive": 0.1054394188572217, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.5, "time": 0.7534564482048154, "total_loss": 1.408654537743132} {"data_time": 0.01388491690158844, "eta_seconds": 24380.87563707959, "iteration": 237759, "loss_fcos_cls": 0.20561592490412295, "loss_fcos_ctr": 0.6143085081130266, "loss_fcos_loc": 0.16674195777159184, "loss_mask": 0.25754079688340425, "loss_maskiou": 0.005070466315373778, "loss_sem_seg": 0.19344056956470013, "lr": 0.001, "mask_rcnn/accuracy": 0.8876076640333552, "mask_rcnn/false_negative": 0.09859078227147586, "mask_rcnn/false_positive": 0.13583526040653437, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.5, "time": 0.7678578635677695, "total_loss": 1.4476254901946959} {"data_time": 0.017535388469696045, "eta_seconds": 24381.115063424222, "iteration": 237779, "loss_fcos_cls": 0.20075108343735337, "loss_fcos_ctr": 0.6166612319648266, "loss_fcos_loc": 0.17366622656118125, "loss_mask": 0.2533332481980324, "loss_maskiou": 0.0045300306810531765, "loss_sem_seg": 0.19710042048245668, "lr": 0.001, "mask_rcnn/accuracy": 0.8789244485673058, "mask_rcnn/false_negative": 0.08783690202427807, "mask_rcnn/false_positive": 0.13889662773366507, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.75, "time": 0.7578441202640533, "total_loss": 1.4306693662001635} {"data_time": 0.017768986523151398, "eta_seconds": 24390.08986721933, "iteration": 237799, "loss_fcos_cls": 0.20273861777968705, "loss_fcos_ctr": 0.6141782458871603, "loss_fcos_loc": 0.1658202992985025, "loss_mask": 0.24280478106811643, "loss_maskiou": 0.0046182734877220355, "loss_sem_seg": 0.1864070740994066, "lr": 0.001, "mask_rcnn/accuracy": 0.9200248336788815, "mask_rcnn/false_negative": 0.07645920973935011, "mask_rcnn/false_positive": 0.08019631887836501, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 19.25, "time": 0.7730185072869062, "total_loss": 1.4277610580911642} {"data_time": 0.01635283324867487, "eta_seconds": 24388.60794018209, "iteration": 237819, "loss_fcos_cls": 0.20071688597090542, "loss_fcos_ctr": 0.6149941990152001, "loss_fcos_loc": 0.1684186487691477, "loss_mask": 0.2445786134339869, "loss_maskiou": 0.0044486582119134255, "loss_sem_seg": 0.19502406241372228, "lr": 0.001, "mask_rcnn/accuracy": 0.8982805720713483, "mask_rcnn/false_negative": 0.09320221353136282, "mask_rcnn/false_positive": 0.13514540654015111, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 29.25, "time": 0.7685451321303844, "total_loss": 1.4488584989594528} {"data_time": 0.0156952952966094, "eta_seconds": 24378.64619296789, "iteration": 237839, "loss_fcos_cls": 0.19967295951209962, "loss_fcos_ctr": 0.615104699973017, "loss_fcos_loc": 0.1734290707972832, "loss_mask": 0.2569148764014244, "loss_maskiou": 0.005264235587674193, "loss_sem_seg": 0.17730369791388512, "lr": 0.001, "mask_rcnn/accuracy": 0.9097048541638877, "mask_rcnn/false_negative": 0.08435784065218487, "mask_rcnn/false_positive": 0.1191339076580889, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.75, "time": 0.7825572807341814, "total_loss": 1.4437730169738643} {"data_time": 0.016518067568540573, "eta_seconds": 24354.104372859, "iteration": 237859, "loss_fcos_cls": 0.21742960438132286, "loss_fcos_ctr": 0.6170613025315106, "loss_fcos_loc": 0.18402311531826854, "loss_mask": 0.25045475736260414, "loss_maskiou": 0.004760621874993376, "loss_sem_seg": 0.20438519772142172, "lr": 0.001, "mask_rcnn/accuracy": 0.8787445335276968, "mask_rcnn/false_negative": 0.09190132481195358, "mask_rcnn/false_positive": 0.13426060428390685, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.75, "time": 0.7429274199530482, "total_loss": 1.4950529310735874} {"data_time": 0.015405486337840557, "eta_seconds": 24323.782053488307, "iteration": 237879, "loss_fcos_cls": 0.19747962546534836, "loss_fcos_ctr": 0.6152616925537586, "loss_fcos_loc": 0.15856008301489055, "loss_mask": 0.23990528471767902, "loss_maskiou": 0.004481327647226863, "loss_sem_seg": 0.19162286259233952, "lr": 0.001, "mask_rcnn/accuracy": 0.8800556273722426, "mask_rcnn/false_negative": 0.09266265294089507, "mask_rcnn/false_positive": 0.1405142070035687, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7494450630620122, "total_loss": 1.4159606531356985} {"data_time": 0.017388717271387577, "eta_seconds": 24299.587709721178, "iteration": 237899, "loss_fcos_cls": 0.19333107967395335, "loss_fcos_ctr": 0.6145986584015191, "loss_fcos_loc": 0.16857486870139837, "loss_mask": 0.2601379845291376, "loss_maskiou": 0.004366047003713902, "loss_sem_seg": 0.19341890374198556, "lr": 0.001, "mask_rcnn/accuracy": 0.8759749348538404, "mask_rcnn/false_negative": 0.0988121386516712, "mask_rcnn/false_positive": 0.15742078505476448, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7573487116023898, "total_loss": 1.4428362936523627} {"data_time": 0.016961246728897095, "eta_seconds": 24282.969152833335, "iteration": 237919, "loss_fcos_cls": 0.19789309619227424, "loss_fcos_ctr": 0.6169618731364608, "loss_fcos_loc": 0.1675111425574869, "loss_mask": 0.24231504602357745, "loss_maskiou": 0.004342106985859573, "loss_sem_seg": 0.19746495585422963, "lr": 0.001, "mask_rcnn/accuracy": 0.870292115519948, "mask_rcnn/false_negative": 0.11151991129931357, "mask_rcnn/false_positive": 0.1497089487108596, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.75, "time": 0.7573205623775721, "total_loss": 1.4269311474417918} {"data_time": 0.014529767446219921, "eta_seconds": 24267.830616532825, "iteration": 237939, "loss_fcos_cls": 0.20394737215247005, "loss_fcos_ctr": 0.6174516770988703, "loss_fcos_loc": 0.1711051040329039, "loss_mask": 0.25156198255717754, "loss_maskiou": 0.004626037087291479, "loss_sem_seg": 0.1774072351399809, "lr": 0.001, "mask_rcnn/accuracy": 0.8945592403628118, "mask_rcnn/false_negative": 0.09222186888925503, "mask_rcnn/false_positive": 0.1271253837375462, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.0, "time": 0.7469954118132591, "total_loss": 1.4383466458893963} {"data_time": 0.015182092785835266, "eta_seconds": 24254.38391759526, "iteration": 237959, "loss_fcos_cls": 0.21145821025129408, "loss_fcos_ctr": 0.6168465167284012, "loss_fcos_loc": 0.1720574323553592, "loss_mask": 0.2471882808022201, "loss_maskiou": 0.004714447128208121, "loss_sem_seg": 0.2039440853986889, "lr": 0.001, "mask_rcnn/accuracy": 0.8838275935374149, "mask_rcnn/false_negative": 0.08382309994663537, "mask_rcnn/false_positive": 0.16042109343890296, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.5, "time": 0.7605360439047217, "total_loss": 1.4598730510333553} {"data_time": 0.015621594153344631, "eta_seconds": 24243.58138092514, "iteration": 237979, "loss_fcos_cls": 0.19989220390561968, "loss_fcos_ctr": 0.6167284157127142, "loss_fcos_loc": 0.16844423837028444, "loss_mask": 0.26297689136117697, "loss_maskiou": 0.005077264275314519, "loss_sem_seg": 0.1873324834741652, "lr": 0.001, "mask_rcnn/accuracy": 0.9008844142358459, "mask_rcnn/false_negative": 0.0804329879320532, "mask_rcnn/false_positive": 0.11734295198158118, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.75, "time": 0.756315341219306, "total_loss": 1.453969623446028} {"data_time": 0.0174232991412282, "eta_seconds": 24224.104732903652, "iteration": 237999, "loss_fcos_cls": 0.20724740251898766, "loss_fcos_ctr": 0.6132273245602846, "loss_fcos_loc": 0.15682735480368137, "loss_mask": 0.2434040354564786, "loss_maskiou": 0.00434850813326193, "loss_sem_seg": 0.22884157474618405, "lr": 0.001, "mask_rcnn/accuracy": 0.8981983418367347, "mask_rcnn/false_negative": 0.09160500121243922, "mask_rcnn/false_positive": 0.13259827066521682, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 23.75, "time": 0.746322201564908, "total_loss": 1.4139457847777521} {"data_time": 0.015687953680753708, "eta_seconds": 24213.296778469346, "iteration": 238019, "loss_fcos_cls": 0.20373399695381522, "loss_fcos_ctr": 0.6157135618850589, "loss_fcos_loc": 0.16446525021456182, "loss_mask": 0.25028699077665806, "loss_maskiou": 0.004466403421247378, "loss_sem_seg": 0.18427050346508622, "lr": 0.001, "mask_rcnn/accuracy": 0.8932320293456961, "mask_rcnn/false_negative": 0.08948621155104577, "mask_rcnn/false_positive": 0.11404343582281995, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.75, "time": 0.7559517528861761, "total_loss": 1.4249453374777659} {"data_time": 0.01677402015775442, "eta_seconds": 24193.825548212044, "iteration": 238039, "loss_fcos_cls": 0.19453156378585845, "loss_fcos_ctr": 0.6161997620947659, "loss_fcos_loc": 0.16854446730576456, "loss_mask": 0.2566649792715907, "loss_maskiou": 0.00458023433748167, "loss_sem_seg": 0.1720899713691324, "lr": 0.001, "mask_rcnn/accuracy": 0.8858809328329034, "mask_rcnn/false_negative": 0.10146042917240704, "mask_rcnn/false_positive": 0.1250063491509546, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.0, "time": 0.7254447909072042, "total_loss": 1.4168744415292167} {"data_time": 0.017672241665422916, "eta_seconds": 24183.01217601355, "iteration": 238059, "loss_fcos_cls": 0.20361644495278597, "loss_fcos_ctr": 0.6169702708721161, "loss_fcos_loc": 0.17270868550986052, "loss_mask": 0.2610892727971077, "loss_maskiou": 0.005070030809292803, "loss_sem_seg": 0.21274213772267103, "lr": 0.001, "mask_rcnn/accuracy": 0.9011054421768707, "mask_rcnn/false_negative": 0.08062735463359205, "mask_rcnn/false_positive": 0.12077011937332136, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.75, "time": 0.7525322278961539, "total_loss": 1.4502060384911601} {"data_time": 0.014968249015510082, "eta_seconds": 24163.546363520436, "iteration": 238079, "loss_fcos_cls": 0.21176883415319026, "loss_fcos_ctr": 0.6176649732515216, "loss_fcos_loc": 0.17734210600610822, "loss_mask": 0.2535143597051501, "loss_maskiou": 0.00470494844194036, "loss_sem_seg": 0.193484412971884, "lr": 0.001, "mask_rcnn/accuracy": 0.9050728147232707, "mask_rcnn/false_negative": 0.09582692205280546, "mask_rcnn/false_positive": 0.11752813256012418, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.75, "time": 0.7582957968115807, "total_loss": 1.431605809721077} {"data_time": 0.015240887179970741, "eta_seconds": 24152.70000256505, "iteration": 238099, "loss_fcos_cls": 0.19187273643910885, "loss_fcos_ctr": 0.6176573596894741, "loss_fcos_loc": 0.16722631081938744, "loss_mask": 0.2522903550416231, "loss_maskiou": 0.004677834891481325, "loss_sem_seg": 0.19685377820860595, "lr": 0.001, "mask_rcnn/accuracy": 0.8870105511428056, "mask_rcnn/false_negative": 0.10938114485086936, "mask_rcnn/false_positive": 0.15497170128906468, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 31.5, "time": 0.7425524778664112, "total_loss": 1.4202380597635056} {"data_time": 0.016378466971218586, "eta_seconds": 24133.053667288274, "iteration": 238119, "loss_fcos_cls": 0.20577262702863663, "loss_fcos_ctr": 0.6169890584424138, "loss_fcos_loc": 0.17534753298969008, "loss_mask": 0.2628266056999564, "loss_maskiou": 0.004832005863136146, "loss_sem_seg": 0.1840853039175272, "lr": 0.001, "mask_rcnn/accuracy": 0.8603743896994225, "mask_rcnn/false_negative": 0.11427221298830337, "mask_rcnn/false_positive": 0.15649819663989514, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 31.0, "time": 0.7699972847476602, "total_loss": 1.4561589652948896} {"data_time": 0.01525911409407854, "eta_seconds": 24110.40958435461, "iteration": 238139, "loss_fcos_cls": 0.19728429417591542, "loss_fcos_ctr": 0.6142952963709831, "loss_fcos_loc": 0.163595553021878, "loss_mask": 0.2529102526605129, "loss_maskiou": 0.0047265405737562105, "loss_sem_seg": 0.1713532074354589, "lr": 0.001, "mask_rcnn/accuracy": 0.892440175065798, "mask_rcnn/false_negative": 0.08676316713851374, "mask_rcnn/false_positive": 0.11316886082787059, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.25, "time": 0.7504207296296954, "total_loss": 1.4137562604155391} {"data_time": 0.01706557720899582, "eta_seconds": 24095.274836804718, "iteration": 238159, "loss_fcos_cls": 0.19496533554047346, "loss_fcos_ctr": 0.6185545409098268, "loss_fcos_loc": 0.17188471416011453, "loss_mask": 0.25439930241554976, "loss_maskiou": 0.004586098984873388, "loss_sem_seg": 0.2192177209071815, "lr": 0.001, "mask_rcnn/accuracy": 0.8944907690311563, "mask_rcnn/false_negative": 0.1010344178916462, "mask_rcnn/false_positive": 0.137066167182343, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.75, "time": 0.7548151556402445, "total_loss": 1.4622715996520128} {"data_time": 0.016896170563995838, "eta_seconds": 24092.130866794847, "iteration": 238179, "loss_fcos_cls": 0.20826293574646115, "loss_fcos_ctr": 0.6136066513136029, "loss_fcos_loc": 0.17165528098121285, "loss_mask": 0.24704433092847466, "loss_maskiou": 0.004630216772056883, "loss_sem_seg": 0.20035425433889031, "lr": 0.001, "mask_rcnn/accuracy": 0.8903099284415938, "mask_rcnn/false_negative": 0.08316419974395202, "mask_rcnn/false_positive": 0.11112114364799847, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.5, "time": 0.7542697535827756, "total_loss": 1.457409788359655} {"data_time": 0.01691635698080063, "eta_seconds": 24076.988582852297, "iteration": 238199, "loss_fcos_cls": 0.2096945377998054, "loss_fcos_ctr": 0.6171519858762622, "loss_fcos_loc": 0.16641164780594409, "loss_mask": 0.2532841097563505, "loss_maskiou": 0.004799034955794923, "loss_sem_seg": 0.20745506032835692, "lr": 0.001, "mask_rcnn/accuracy": 0.8912573196892393, "mask_rcnn/false_negative": 0.09192557475588037, "mask_rcnn/false_positive": 0.13624350601151758, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 25.5, "time": 0.745283086784184, "total_loss": 1.4386226471433474} {"data_time": 0.015253175981342793, "eta_seconds": 24049.870594155043, "iteration": 238219, "loss_fcos_cls": 0.20770494255702943, "loss_fcos_ctr": 0.6155228679999709, "loss_fcos_loc": 0.16627842979505658, "loss_mask": 0.2620235434733331, "loss_maskiou": 0.004752037086291239, "loss_sem_seg": 0.2001678047236055, "lr": 0.001, "mask_rcnn/accuracy": 0.8709618419439848, "mask_rcnn/false_negative": 0.10496688013592591, "mask_rcnn/false_positive": 0.15816466825326567, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 43.25, "time": 0.7536388887092471, "total_loss": 1.4745110397634562} {"data_time": 0.015506383031606674, "eta_seconds": 24017.014715331607, "iteration": 238239, "loss_fcos_cls": 0.2001889277016744, "loss_fcos_ctr": 0.6155159268528223, "loss_fcos_loc": 0.1659243901958689, "loss_mask": 0.2656377414241433, "loss_maskiou": 0.004303141526179388, "loss_sem_seg": 0.18477344536222517, "lr": 0.001, "mask_rcnn/accuracy": 0.886135614800482, "mask_rcnn/false_negative": 0.08609405405272877, "mask_rcnn/false_positive": 0.1292461375935695, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 34.0, "time": 0.7450798964127898, "total_loss": 1.4388361465325943} {"data_time": 0.015628314577043056, "eta_seconds": 23991.66168213915, "iteration": 238259, "loss_fcos_cls": 0.19771832891274244, "loss_fcos_ctr": 0.6158418394625187, "loss_fcos_loc": 0.1677078636130318, "loss_mask": 0.25403443491086364, "loss_maskiou": 0.004320281401305692, "loss_sem_seg": 0.20317822974175215, "lr": 0.001, "mask_rcnn/accuracy": 0.8828292596108211, "mask_rcnn/false_negative": 0.10038101275637265, "mask_rcnn/false_positive": 0.13217848411199923, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 28.25, "time": 0.7517185201868415, "total_loss": 1.448945334966993} {"data_time": 0.015623216517269611, "eta_seconds": 23984.685502274893, "iteration": 238279, "loss_fcos_cls": 0.19618801027536392, "loss_fcos_ctr": 0.6155100227333605, "loss_fcos_loc": 0.16634152410551906, "loss_mask": 0.25168654788285494, "loss_maskiou": 0.004753289482323453, "loss_sem_seg": 0.18336392543278635, "lr": 0.001, "mask_rcnn/accuracy": 0.883546477801647, "mask_rcnn/false_negative": 0.09822350885357567, "mask_rcnn/false_positive": 0.13362424177806614, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 22.75, "time": 0.764960765838623, "total_loss": 1.4280521627370035} {"data_time": 0.01656260434538126, "eta_seconds": 23969.563226494007, "iteration": 238299, "loss_fcos_cls": 0.19920339668169618, "loss_fcos_ctr": 0.6124622747302055, "loss_fcos_loc": 0.17196012753993273, "loss_mask": 0.26086990162730217, "loss_maskiou": 0.004726208673673682, "loss_sem_seg": 0.18576312181539834, "lr": 0.001, "mask_rcnn/accuracy": 0.8975092120181406, "mask_rcnn/false_negative": 0.10420172365419605, "mask_rcnn/false_positive": 0.10797922725246693, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.5, "time": 0.7597234202548862, "total_loss": 1.4403046388033545} {"data_time": 0.017115256749093533, "eta_seconds": 23961.029114617966, "iteration": 238319, "loss_fcos_cls": 0.2093680165708065, "loss_fcos_ctr": 0.614437592215836, "loss_fcos_loc": 0.1826151410350576, "loss_mask": 0.2592731714248657, "loss_maskiou": 0.005016378243453801, "loss_sem_seg": 0.20555350254289806, "lr": 0.001, "mask_rcnn/accuracy": 0.8935050210560415, "mask_rcnn/false_negative": 0.10260954338911837, "mask_rcnn/false_positive": 0.12633177237359874, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 25.0, "time": 0.782321909442544, "total_loss": 1.4826932758223847} {"data_time": 0.015970353037118912, "eta_seconds": 23953.20282576792, "iteration": 238339, "loss_fcos_cls": 0.2010534021537751, "loss_fcos_ctr": 0.6118942126631737, "loss_fcos_loc": 0.15950251399772242, "loss_mask": 0.24455564096570015, "loss_maskiou": 0.004494580196478637, "loss_sem_seg": 0.17121564247645438, "lr": 0.001, "mask_rcnn/accuracy": 0.8956420068027211, "mask_rcnn/false_negative": 0.09594160728043724, "mask_rcnn/false_positive": 0.10318799036038726, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 27.75, "time": 0.7606829851865768, "total_loss": 1.4067426979418087} {"data_time": 0.016126735135912895, "eta_seconds": 23933.64088596683, "iteration": 238359, "loss_fcos_cls": 0.1933689085417427, "loss_fcos_ctr": 0.616198172327131, "loss_fcos_loc": 0.1683354614651762, "loss_mask": 0.24304134817793965, "loss_maskiou": 0.00413283576926915, "loss_sem_seg": 0.20396445086225867, "lr": 0.001, "mask_rcnn/accuracy": 0.8911268073059946, "mask_rcnn/false_negative": 0.0887410026036921, "mask_rcnn/false_positive": 0.118671097203324, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 32.75, "time": 0.7674497496336699, "total_loss": 1.4069592599043972} {"data_time": 0.015506718307733536, "eta_seconds": 23922.94073319249, "iteration": 238379, "loss_fcos_cls": 0.20107355469372123, "loss_fcos_ctr": 0.6142044686712325, "loss_fcos_loc": 0.16865663166390732, "loss_mask": 0.24021308170631528, "loss_maskiou": 0.004164581643181009, "loss_sem_seg": 0.19942079903557897, "lr": 0.001, "mask_rcnn/accuracy": 0.8999602543720191, "mask_rcnn/false_negative": 0.09188127061066582, "mask_rcnn/false_positive": 0.14110513201514313, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.0, "time": 0.7500529596582055, "total_loss": 1.428300541414501} {"data_time": 0.017746513709425926, "eta_seconds": 23907.466259778477, "iteration": 238399, "loss_fcos_cls": 0.19351897994056344, "loss_fcos_ctr": 0.6160357818007469, "loss_fcos_loc": 0.1711032228777185, "loss_mask": 0.2501474227756262, "loss_maskiou": 0.004530905818683095, "loss_sem_seg": 0.20154592767357826, "lr": 0.001, "mask_rcnn/accuracy": 0.8838601138453157, "mask_rcnn/false_negative": 0.11352448188956996, "mask_rcnn/false_positive": 0.13924308741130495, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.75, "time": 0.7542150104418397, "total_loss": 1.4410601870258688} {"data_time": 0.015966154634952545, "eta_seconds": 23888.25614929106, "iteration": 238419, "loss_fcos_cls": 0.2104669737163931, "loss_fcos_ctr": 0.6201971597038209, "loss_fcos_loc": 0.18302663718350232, "loss_mask": 0.2526090741157532, "loss_maskiou": 0.004438319825567305, "loss_sem_seg": 0.2092857351526618, "lr": 0.001, "mask_rcnn/accuracy": 0.8791589522406901, "mask_rcnn/false_negative": 0.09622301591080604, "mask_rcnn/false_positive": 0.14240643961580868, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 34.25, "time": 0.7492847321555018, "total_loss": 1.486045374382229} {"data_time": 0.01630626991391182, "eta_seconds": 23881.13803630043, "iteration": 238439, "loss_fcos_cls": 0.19861743319779634, "loss_fcos_ctr": 0.6136593287810683, "loss_fcos_loc": 0.15761646116152406, "loss_mask": 0.25033125234767795, "loss_maskiou": 0.004410799294419121, "loss_sem_seg": 0.1865666275843978, "lr": 0.001, "mask_rcnn/accuracy": 0.8892543444814367, "mask_rcnn/false_negative": 0.10616838222166497, "mask_rcnn/false_positive": 0.1259543112604759, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.25, "time": 0.758074707351625, "total_loss": 1.4184619474035571} {"data_time": 0.017912733368575573, "eta_seconds": 23872.90028346423, "iteration": 238459, "loss_fcos_cls": 0.20291485381312668, "loss_fcos_ctr": 0.6173702254891396, "loss_fcos_loc": 0.16799550224095583, "loss_mask": 0.2602620297111571, "loss_maskiou": 0.004741173717775382, "loss_sem_seg": 0.20837173704057932, "lr": 0.001, "mask_rcnn/accuracy": 0.8802787224298516, "mask_rcnn/false_negative": 0.09741526066444048, "mask_rcnn/false_positive": 0.14492798328052894, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 33.75, "time": 0.7761504398658872, "total_loss": 1.4695005546127504} {"data_time": 0.017035984434187412, "eta_seconds": 23860.71247849893, "iteration": 238479, "loss_fcos_cls": 0.20455783535726368, "loss_fcos_ctr": 0.613751077093184, "loss_fcos_loc": 0.1725226907292381, "loss_mask": 0.24221095070242882, "loss_maskiou": 0.004403669421662926, "loss_sem_seg": 0.19898379570804536, "lr": 0.001, "mask_rcnn/accuracy": 0.8866525557591458, "mask_rcnn/false_negative": 0.07641018719348874, "mask_rcnn/false_positive": 0.14684239004889, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.7683670902624726, "total_loss": 1.4348213558041607} {"data_time": 0.016383597627282143, "eta_seconds": 23825.981855357997, "iteration": 238499, "loss_fcos_cls": 0.1971428079996258, "loss_fcos_ctr": 0.6150619797408581, "loss_fcos_loc": 0.1713161469087936, "loss_mask": 0.24171736231073737, "loss_maskiou": 0.0044407098248484544, "loss_sem_seg": 0.17792907543480396, "lr": 0.001, "mask_rcnn/accuracy": 0.9103567563388992, "mask_rcnn/false_negative": 0.06512225716574334, "mask_rcnn/false_positive": 0.11873709119241416, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 17.5, "time": 0.7290262738242745, "total_loss": 1.4131170865730383} {"data_time": 0.016825678758323193, "eta_seconds": 23810.85472805705, "iteration": 238519, "loss_fcos_cls": 0.1941631236113608, "loss_fcos_ctr": 0.6108926124870777, "loss_fcos_loc": 0.15973879059311002, "loss_mask": 0.2525975191965699, "loss_maskiou": 0.0044281349328230135, "loss_sem_seg": 0.1925786528736353, "lr": 0.001, "mask_rcnn/accuracy": 0.8952250646936515, "mask_rcnn/false_negative": 0.08299272219684561, "mask_rcnn/false_positive": 0.13486448146684574, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7600064901635051, "total_loss": 1.4314983398871846} {"data_time": 0.013924849219620228, "eta_seconds": 23795.7276007561, "iteration": 238539, "loss_fcos_cls": 0.19365508132614195, "loss_fcos_ctr": 0.617379654198885, "loss_fcos_loc": 0.16907865926623344, "loss_mask": 0.2510182596743107, "loss_maskiou": 0.004071010531333741, "loss_sem_seg": 0.17127400427125394, "lr": 0.001, "mask_rcnn/accuracy": 0.9038608546134923, "mask_rcnn/false_negative": 0.08817843830573138, "mask_rcnn/false_positive": 0.1173735283736058, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 22.5, "time": 0.7538006333634257, "total_loss": 1.416727629264642} {"data_time": 0.01589987799525261, "eta_seconds": 23780.600473455153, "iteration": 238559, "loss_fcos_cls": 0.19341691717272624, "loss_fcos_ctr": 0.6124541643075645, "loss_fcos_loc": 0.15786315337754786, "loss_mask": 0.2359837032854557, "loss_maskiou": 0.004314142108341912, "loss_sem_seg": 0.19015724066412076, "lr": 0.001, "mask_rcnn/accuracy": 0.9049057903327766, "mask_rcnn/false_negative": 0.08678432591930925, "mask_rcnn/false_positive": 0.11370921583427157, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.25, "time": 0.7362175527960062, "total_loss": 1.4084707460642676} {"data_time": 0.013907200656831264, "eta_seconds": 23762.135042496026, "iteration": 238579, "loss_fcos_cls": 0.20034571294672787, "loss_fcos_ctr": 0.6154861291870475, "loss_fcos_loc": 0.1673938293242827, "loss_mask": 0.2534229722805321, "loss_maskiou": 0.004643989275791682, "loss_sem_seg": 0.20527619775384665, "lr": 0.001, "mask_rcnn/accuracy": 0.8801905331510594, "mask_rcnn/false_negative": 0.09502961762698905, "mask_rcnn/false_positive": 0.12966156445432897, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.0, "time": 0.7381468517705798, "total_loss": 1.4520333496038802} {"data_time": 0.0159487035125494, "eta_seconds": 23752.101939263754, "iteration": 238599, "loss_fcos_cls": 0.21346499840728939, "loss_fcos_ctr": 0.6181128756143153, "loss_fcos_loc": 0.17695559712592512, "loss_mask": 0.24476980604231358, "loss_maskiou": 0.004187902952253353, "loss_sem_seg": 0.2010848829522729, "lr": 0.001, "mask_rcnn/accuracy": 0.8924133417411908, "mask_rcnn/false_negative": 0.09399810267808392, "mask_rcnn/false_positive": 0.11929589594498324, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 32.75, "time": 0.7616613497957587, "total_loss": 1.4549647377134534} {"data_time": 0.015701609663665295, "eta_seconds": 23731.88503766805, "iteration": 238619, "loss_fcos_cls": 0.20693335123360157, "loss_fcos_ctr": 0.6180041367188096, "loss_fcos_loc": 0.1774150471901521, "loss_mask": 0.25532515812665224, "loss_maskiou": 0.0045850684291508514, "loss_sem_seg": 0.1963545330800116, "lr": 0.001, "mask_rcnn/accuracy": 0.8869046332213273, "mask_rcnn/false_negative": 0.09077457007415456, "mask_rcnn/false_positive": 0.14084964446786052, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.25, "time": 0.7519906163215637, "total_loss": 1.467121180416143} {"data_time": 0.015400650911033154, "eta_seconds": 23720.09196425136, "iteration": 238639, "loss_fcos_cls": 0.19779793778434396, "loss_fcos_ctr": 0.616222987882793, "loss_fcos_loc": 0.1705905853305012, "loss_mask": 0.2522028163075447, "loss_maskiou": 0.004572504156385548, "loss_sem_seg": 0.19704128173179924, "lr": 0.001, "mask_rcnn/accuracy": 0.8941135140812277, "mask_rcnn/false_negative": 0.11666699521712667, "mask_rcnn/false_positive": 0.12955022439932368, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 29.5, "time": 0.7580403555184603, "total_loss": 1.453686500688491} {"data_time": 0.01860836986452341, "eta_seconds": 23712.52400804311, "iteration": 238659, "loss_fcos_cls": 0.2039153901860118, "loss_fcos_ctr": 0.6153697515837848, "loss_fcos_loc": 0.16414026729762554, "loss_mask": 0.2451543747447431, "loss_maskiou": 0.004179852348897839, "loss_sem_seg": 0.1792166334344074, "lr": 0.001, "mask_rcnn/accuracy": 0.8887944166264479, "mask_rcnn/false_negative": 0.09011184241606887, "mask_rcnn/false_positive": 0.1306312551526875, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.75, "time": 0.7562683252617717, "total_loss": 1.4174646163446596} {"data_time": 0.01592443324625492, "eta_seconds": 23697.392056919634, "iteration": 238679, "loss_fcos_cls": 0.2070759812486358, "loss_fcos_ctr": 0.6162511331494898, "loss_fcos_loc": 0.1708725126227364, "loss_mask": 0.25942703429609537, "loss_maskiou": 0.004747290251543745, "loss_sem_seg": 0.18091789376921952, "lr": 0.001, "mask_rcnn/accuracy": 0.8947837917101147, "mask_rcnn/false_negative": 0.0829212848822242, "mask_rcnn/false_positive": 0.12690127157770933, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.75, "time": 0.7606261288747191, "total_loss": 1.4205378489714349} {"data_time": 0.01647760346531868, "eta_seconds": 23673.426495505497, "iteration": 238699, "loss_fcos_cls": 0.19697308377362788, "loss_fcos_ctr": 0.6133372150361538, "loss_fcos_loc": 0.16159076837357134, "loss_mask": 0.24167282599955797, "loss_maskiou": 0.00445675257651601, "loss_sem_seg": 0.19367619999684393, "lr": 0.001, "mask_rcnn/accuracy": 0.8949971877989216, "mask_rcnn/false_negative": 0.08558309362027156, "mask_rcnn/false_positive": 0.11528764121344634, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.25, "time": 0.730047719553113, "total_loss": 1.4138255429716082} {"data_time": 0.017002733424305916, "eta_seconds": 23661.332465912215, "iteration": 238719, "loss_fcos_cls": 0.20788859599269927, "loss_fcos_ctr": 0.6182451471686363, "loss_fcos_loc": 0.1763358674943447, "loss_mask": 0.2584020206704736, "loss_maskiou": 0.004516477245488204, "loss_sem_seg": 0.19365757843479514, "lr": 0.001, "mask_rcnn/accuracy": 0.8776715151602132, "mask_rcnn/false_negative": 0.09609291528950005, "mask_rcnn/false_positive": 0.1521493691771078, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 34.5, "time": 0.7511929534375668, "total_loss": 1.450702824309701} {"data_time": 0.01651584357023239, "eta_seconds": 23648.439890173264, "iteration": 238739, "loss_fcos_cls": 0.2022868124768138, "loss_fcos_ctr": 0.6127395825460553, "loss_fcos_loc": 0.1636967008234933, "loss_mask": 0.26156386360526085, "loss_maskiou": 0.005131629615789279, "loss_sem_seg": 0.1851778570562601, "lr": 0.001, "mask_rcnn/accuracy": 0.8893772182786158, "mask_rcnn/false_negative": 0.10350254456346147, "mask_rcnn/false_positive": 0.11585453011267494, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.75, "time": 0.7565092081204057, "total_loss": 1.4403108085789427} {"data_time": 0.017114312388002872, "eta_seconds": 23628.04757503234, "iteration": 238759, "loss_fcos_cls": 0.21309544844552875, "loss_fcos_ctr": 0.6150400850456208, "loss_fcos_loc": 0.17356284556444734, "loss_mask": 0.24641046300530434, "loss_maskiou": 0.004758827271871269, "loss_sem_seg": 0.20551479258574545, "lr": 0.001, "mask_rcnn/accuracy": 0.8813937817338432, "mask_rcnn/false_negative": 0.09085551725600433, "mask_rcnn/false_positive": 0.10479029367755505, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 21.75, "time": 0.7522716987878084, "total_loss": 1.4457398783488316} {"data_time": 0.015617425553500652, "eta_seconds": 23608.83580024168, "iteration": 238779, "loss_fcos_cls": 0.1971679674461484, "loss_fcos_ctr": 0.616339367814362, "loss_fcos_loc": 0.17101449822075665, "loss_mask": 0.2577584395185113, "loss_maskiou": 0.004873454250628129, "loss_sem_seg": 0.19025322329252958, "lr": 0.001, "mask_rcnn/accuracy": 0.8911675824175824, "mask_rcnn/false_negative": 0.09419597402778881, "mask_rcnn/false_positive": 0.1242106677926776, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 28.5, "time": 0.7531593274325132, "total_loss": 1.4297165915777441} {"data_time": 0.01606199610978365, "eta_seconds": 23585.268089471385, "iteration": 238799, "loss_fcos_cls": 0.20185936172492802, "loss_fcos_ctr": 0.6189533416181803, "loss_fcos_loc": 0.18262386310379952, "loss_mask": 0.26614494156092405, "loss_maskiou": 0.004638026570319198, "loss_sem_seg": 0.2000475327949971, "lr": 0.001, "mask_rcnn/accuracy": 0.8618267073395623, "mask_rcnn/false_negative": 0.09421211258239579, "mask_rcnn/false_positive": 0.168307330199934, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.75, "time": 0.7548913834616542, "total_loss": 1.497852139051247} {"data_time": 0.015443221665918827, "eta_seconds": 23521.722091019154, "iteration": 238819, "loss_fcos_cls": 0.19748221687041223, "loss_fcos_ctr": 0.6145314108580351, "loss_fcos_loc": 0.17030621238518506, "loss_mask": 0.26116039231419563, "loss_maskiou": 0.0046830391002004035, "loss_sem_seg": 0.19168322440236807, "lr": 0.001, "mask_rcnn/accuracy": 0.8748929687705198, "mask_rcnn/false_negative": 0.08993760799965714, "mask_rcnn/false_positive": 0.1612010946884393, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 27.25, "time": 0.7463168790563941, "total_loss": 1.4605312765124836} {"data_time": 0.014928565360605717, "eta_seconds": 23479.316621295176, "iteration": 238839, "loss_fcos_cls": 0.21106735547073185, "loss_fcos_ctr": 0.6176298698410392, "loss_fcos_loc": 0.17866099765524268, "loss_mask": 0.2563465889543295, "loss_maskiou": 0.004840097906708252, "loss_sem_seg": 0.1903279647231102, "lr": 0.001, "mask_rcnn/accuracy": 0.8972209119694103, "mask_rcnn/false_negative": 0.0859589803890774, "mask_rcnn/false_positive": 0.11676112016722585, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.25, "time": 0.7453521573916078, "total_loss": 1.4492749506644031} {"data_time": 0.017271243035793304, "eta_seconds": 23472.474926341325, "iteration": 238859, "loss_fcos_cls": 0.20815330860204995, "loss_fcos_ctr": 0.6190973958000541, "loss_fcos_loc": 0.16871458268724382, "loss_mask": 0.2621826156973839, "loss_maskiou": 0.004946837387251435, "loss_sem_seg": 0.1915029666852206, "lr": 0.001, "mask_rcnn/accuracy": 0.883508780947444, "mask_rcnn/false_negative": 0.07886518028126271, "mask_rcnn/false_positive": 0.12998903900752018, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 33.0, "time": 0.7442204086109996, "total_loss": 1.4659833885889384} {"data_time": 0.015708360821008682, "eta_seconds": 23457.39996090904, "iteration": 238879, "loss_fcos_cls": 0.19572887918911874, "loss_fcos_ctr": 0.6146009275689721, "loss_fcos_loc": 0.17664085130672902, "loss_mask": 0.2535798940807581, "loss_maskiou": 0.004317557817557827, "loss_sem_seg": 0.19701121607795358, "lr": 0.001, "mask_rcnn/accuracy": 0.8797144819466247, "mask_rcnn/false_negative": 0.10916704665238385, "mask_rcnn/false_positive": 0.13746434695096155, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 32.25, "time": 0.7492527989670634, "total_loss": 1.4465948609686166} {"data_time": 0.016996057704091072, "eta_seconds": 23433.856132311746, "iteration": 238899, "loss_fcos_cls": 0.20618613995611668, "loss_fcos_ctr": 0.6173982811160386, "loss_fcos_loc": 0.17198677809210494, "loss_mask": 0.25907738134264946, "loss_maskiou": 0.004801726416189922, "loss_sem_seg": 0.18771096877753735, "lr": 0.001, "mask_rcnn/accuracy": 0.8838933706599523, "mask_rcnn/false_negative": 0.07927497833368005, "mask_rcnn/false_positive": 0.12541385735837454, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.5, "time": 0.7509391373023391, "total_loss": 1.4332706221903209} {"data_time": 0.016940338537096977, "eta_seconds": 23418.7866129186, "iteration": 238919, "loss_fcos_cls": 0.19898084341548383, "loss_fcos_ctr": 0.6132258512079716, "loss_fcos_loc": 0.16735175997018814, "loss_mask": 0.2581946151331067, "loss_maskiou": 0.004429492586496053, "loss_sem_seg": 0.17704081116244197, "lr": 0.001, "mask_rcnn/accuracy": 0.8862714236552796, "mask_rcnn/false_negative": 0.08466598959737429, "mask_rcnn/false_positive": 0.1279931361511912, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 28.25, "time": 0.7499004183337092, "total_loss": 1.4374064479816298} {"data_time": 0.016269817017018795, "eta_seconds": 23412.17506461218, "iteration": 238939, "loss_fcos_cls": 0.20394445839338005, "loss_fcos_ctr": 0.6166822174564004, "loss_fcos_loc": 0.1745716727746185, "loss_mask": 0.2589565385133028, "loss_maskiou": 0.0049276148492936045, "loss_sem_seg": 0.20537318056449294, "lr": 0.001, "mask_rcnn/accuracy": 0.9039309745637385, "mask_rcnn/false_negative": 0.07081053081080702, "mask_rcnn/false_positive": 0.13124746874536303, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.25, "time": 0.7616528971120715, "total_loss": 1.4830368981638458} {"data_time": 0.01645999774336815, "eta_seconds": 23384.453574257903, "iteration": 238959, "loss_fcos_cls": 0.20560215529985726, "loss_fcos_ctr": 0.6135844802483916, "loss_fcos_loc": 0.1670695526408963, "loss_mask": 0.25471600564196706, "loss_maskiou": 0.0045705333759542555, "loss_sem_seg": 0.20558685471769422, "lr": 0.001, "mask_rcnn/accuracy": 0.8714855434288743, "mask_rcnn/false_negative": 0.09763308981354418, "mask_rcnn/false_positive": 0.16098805678046366, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 26.5, "time": 0.7514968747273088, "total_loss": 1.4600549740498536} {"data_time": 0.016554283909499645, "eta_seconds": 23373.578054739162, "iteration": 238979, "loss_fcos_cls": 0.19333036383613944, "loss_fcos_ctr": 0.6169227650389075, "loss_fcos_loc": 0.16359101742273197, "loss_mask": 0.2507458981126547, "loss_maskiou": 0.0045577437995234504, "loss_sem_seg": 0.1849152771756053, "lr": 0.001, "mask_rcnn/accuracy": 0.8864210577848161, "mask_rcnn/false_negative": 0.10646652233099799, "mask_rcnn/false_positive": 0.12925892142816126, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.25, "time": 0.7753715021535754, "total_loss": 1.438246760648326} {"data_time": 0.01585235819220543, "eta_seconds": 23358.508535346016, "iteration": 238999, "loss_fcos_cls": 0.20015178236644715, "loss_fcos_ctr": 0.6159346429631114, "loss_fcos_loc": 0.16587304044514894, "loss_mask": 0.25429794006049633, "loss_maskiou": 0.004287831601686776, "loss_sem_seg": 0.17786851641722023, "lr": 0.001, "mask_rcnn/accuracy": 0.8763052237940631, "mask_rcnn/false_negative": 0.10782926543773717, "mask_rcnn/false_positive": 0.13824095945565026, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7459603315219283, "total_loss": 1.4096848376884736} {"data_time": 0.017340022139251232, "eta_seconds": 23343.43901595287, "iteration": 239019, "loss_fcos_cls": 0.19923165789805353, "loss_fcos_ctr": 0.6167838284745812, "loss_fcos_loc": 0.17101906845346093, "loss_mask": 0.2520591695792973, "loss_maskiou": 0.004430893908647704, "loss_sem_seg": 0.1979864789173007, "lr": 0.001, "mask_rcnn/accuracy": 0.8807842025699169, "mask_rcnn/false_negative": 0.10648085548829128, "mask_rcnn/false_positive": 0.1351706433382729, "roi_head/num_bg_samples": 72.25, "roi_head/num_fg_samples": 30.25, "time": 0.753792935051024, "total_loss": 1.4242643374454929} {"data_time": 0.01816729176789522, "eta_seconds": 23336.80023745075, "iteration": 239039, "loss_fcos_cls": 0.21215776656754315, "loss_fcos_ctr": 0.6157327620312572, "loss_fcos_loc": 0.17646285239607096, "loss_mask": 0.2575454469770193, "loss_maskiou": 0.004583871275826823, "loss_sem_seg": 0.19584233034402132, "lr": 0.001, "mask_rcnn/accuracy": 0.8857637442732196, "mask_rcnn/false_negative": 0.10707983354017227, "mask_rcnn/false_positive": 0.13758590713655777, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.5, "time": 0.7588520320132375, "total_loss": 1.460574828190147} {"data_time": 0.015796341001987457, "eta_seconds": 23334.50804377254, "iteration": 239059, "loss_fcos_cls": 0.20884293771814555, "loss_fcos_ctr": 0.6158254630863667, "loss_fcos_loc": 0.17424560757353902, "loss_mask": 0.25471581518650055, "loss_maskiou": 0.004642867999791633, "loss_sem_seg": 0.19000805518589914, "lr": 0.001, "mask_rcnn/accuracy": 0.8723763869954761, "mask_rcnn/false_negative": 0.11046860549978031, "mask_rcnn/false_positive": 0.13061689426702877, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7792928107082844, "total_loss": 1.4590479385151411} {"data_time": 0.01644275337457657, "eta_seconds": 23294.052671293728, "iteration": 239079, "loss_fcos_cls": 0.20882133394479752, "loss_fcos_ctr": 0.6162692271173, "loss_fcos_loc": 0.1723151933401823, "loss_mask": 0.24020300433039665, "loss_maskiou": 0.0044721031190420035, "loss_sem_seg": 0.1683409062679857, "lr": 0.001, "mask_rcnn/accuracy": 0.9067530730646689, "mask_rcnn/false_negative": 0.09323285474419432, "mask_rcnn/false_positive": 0.09742895726213358, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 28.25, "time": 0.7299585323780775, "total_loss": 1.438129001930065} {"data_time": 0.01482620183378458, "eta_seconds": 23278.985854133032, "iteration": 239099, "loss_fcos_cls": 0.21258240204770118, "loss_fcos_ctr": 0.6164069809019566, "loss_fcos_loc": 0.17245481768622994, "loss_mask": 0.26343365060165524, "loss_maskiou": 0.004534467097982997, "loss_sem_seg": 0.17847770499065518, "lr": 0.001, "mask_rcnn/accuracy": 0.882113644777639, "mask_rcnn/false_negative": 0.08948815334412924, "mask_rcnn/false_positive": 0.16356369564978435, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7532270364463329, "total_loss": 1.4664477105397964} {"data_time": 0.016483045183122158, "eta_seconds": 23256.4452460045, "iteration": 239119, "loss_fcos_cls": 0.20747174764983356, "loss_fcos_ctr": 0.6141181001439691, "loss_fcos_loc": 0.16988842259161174, "loss_mask": 0.24601363483816385, "loss_maskiou": 0.0043466843708301894, "loss_sem_seg": 0.19315564353019, "lr": 0.001, "mask_rcnn/accuracy": 0.8812491222961558, "mask_rcnn/false_negative": 0.10377542822024644, "mask_rcnn/false_positive": 0.12070197149664602, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7503556031733751, "total_loss": 1.4332895088064106} {"data_time": 0.015650440007448196, "eta_seconds": 23247.472309447825, "iteration": 239139, "loss_fcos_cls": 0.2064407499274239, "loss_fcos_ctr": 0.6161590721458197, "loss_fcos_loc": 0.1659317130688578, "loss_mask": 0.25550177320837975, "loss_maskiou": 0.004414995579281822, "loss_sem_seg": 0.19703098759055138, "lr": 0.001, "mask_rcnn/accuracy": 0.8823161395819923, "mask_rcnn/false_negative": 0.10529968796640529, "mask_rcnn/false_positive": 0.13298434203141776, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.5, "time": 0.7623304054141045, "total_loss": 1.4481128072511638} {"data_time": 0.016862843185663223, "eta_seconds": 23233.785402650945, "iteration": 239159, "loss_fcos_cls": 0.19769866636488587, "loss_fcos_ctr": 0.6164862578734756, "loss_fcos_loc": 0.1757476677885279, "loss_mask": 0.2574372016824782, "loss_maskiou": 0.00460028037923621, "loss_sem_seg": 0.21259571250993758, "lr": 0.001, "mask_rcnn/accuracy": 0.8761624536178108, "mask_rcnn/false_negative": 0.08404681896611105, "mask_rcnn/false_positive": 0.12952049211959807, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 25.75, "time": 0.7710293997079134, "total_loss": 1.4711611042512232} {"data_time": 0.015723361633718014, "eta_seconds": 23218.71858549025, "iteration": 239179, "loss_fcos_cls": 0.19581951387226582, "loss_fcos_ctr": 0.614010008983314, "loss_fcos_loc": 0.17208827240392566, "loss_mask": 0.2532188701443374, "loss_maskiou": 0.004960894031682983, "loss_sem_seg": 0.18881638208404183, "lr": 0.001, "mask_rcnn/accuracy": 0.8719479489001281, "mask_rcnn/false_negative": 0.10774234674134428, "mask_rcnn/false_positive": 0.16058589313415417, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 24.5, "time": 0.7559494245797396, "total_loss": 1.420054623256874} {"data_time": 0.016058163717389107, "eta_seconds": 23223.65545977652, "iteration": 239199, "loss_fcos_cls": 0.21291965048294514, "loss_fcos_ctr": 0.6159869795665145, "loss_fcos_loc": 0.17494773189537227, "loss_mask": 0.271097163669765, "loss_maskiou": 0.005425553667009808, "loss_sem_seg": 0.21965573076158762, "lr": 0.001, "mask_rcnn/accuracy": 0.8862415907037706, "mask_rcnn/false_negative": 0.10037821768684814, "mask_rcnn/false_positive": 0.13978962941107534, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 38.75, "time": 0.7669267170131207, "total_loss": 1.524655085428094} {"data_time": 0.01618757750838995, "eta_seconds": 23201.125548560172, "iteration": 239219, "loss_fcos_cls": 0.19861339451745152, "loss_fcos_ctr": 0.6153083769604564, "loss_fcos_loc": 0.16280674474546686, "loss_mask": 0.2529861945658922, "loss_maskiou": 0.004250567490089452, "loss_sem_seg": 0.16951133077964187, "lr": 0.001, "mask_rcnn/accuracy": 0.8959181307031161, "mask_rcnn/false_negative": 0.09212650798940134, "mask_rcnn/false_positive": 0.12013228904351311, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.0, "time": 0.7409727070480585, "total_loss": 1.410783569648629} {"data_time": 0.01585512701421976, "eta_seconds": 23213.509543356486, "iteration": 239239, "loss_fcos_cls": 0.19959390594158322, "loss_fcos_ctr": 0.6169656347483397, "loss_fcos_loc": 0.17199517018161714, "loss_mask": 0.25546747352927923, "loss_maskiou": 0.004489988605200779, "loss_sem_seg": 0.1977834589779377, "lr": 0.001, "mask_rcnn/accuracy": 0.8779825693290175, "mask_rcnn/false_negative": 0.11203907656619794, "mask_rcnn/false_positive": 0.12841278159939315, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.75, "time": 0.7627120884135365, "total_loss": 1.4382705883217568} {"data_time": 0.01615777797996998, "eta_seconds": 23194.752570130862, "iteration": 239259, "loss_fcos_cls": 0.19747736142016947, "loss_fcos_ctr": 0.6148868924938142, "loss_fcos_loc": 0.16539110126905143, "loss_mask": 0.2544360924512148, "loss_maskiou": 0.004573474288918078, "loss_sem_seg": 0.19476709584705532, "lr": 0.001, "mask_rcnn/accuracy": 0.9065172040201623, "mask_rcnn/false_negative": 0.09472003897122691, "mask_rcnn/false_positive": 0.10504260383063091, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 36.25, "time": 0.7420073002576828, "total_loss": 1.4431529243520345} {"data_time": 0.01685711368918419, "eta_seconds": 23151.34669962991, "iteration": 239279, "loss_fcos_cls": 0.20422195398714393, "loss_fcos_ctr": 0.6157473046332598, "loss_fcos_loc": 0.1708651800872758, "loss_mask": 0.25230972096323967, "loss_maskiou": 0.004314069643442053, "loss_sem_seg": 0.18275047233328223, "lr": 0.001, "mask_rcnn/accuracy": 0.8890244279529994, "mask_rcnn/false_negative": 0.10586499924475179, "mask_rcnn/false_positive": 0.12261202499090841, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 32.25, "time": 0.7386061083525419, "total_loss": 1.4420018323980912} {"data_time": 0.014959502965211868, "eta_seconds": 23130.985137241893, "iteration": 239299, "loss_fcos_cls": 0.2093547461554408, "loss_fcos_ctr": 0.6161613846197724, "loss_fcos_loc": 0.16722001053858548, "loss_mask": 0.2555408659391105, "loss_maskiou": 0.004224239146424225, "loss_sem_seg": 0.1957031413912773, "lr": 0.001, "mask_rcnn/accuracy": 0.8811580936253811, "mask_rcnn/false_negative": 0.10436155461910501, "mask_rcnn/false_positive": 0.14539814810384014, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 36.5, "time": 0.7465912019833922, "total_loss": 1.4231194005769794} {"data_time": 0.015578513033688068, "eta_seconds": 23112.71184716653, "iteration": 239319, "loss_fcos_cls": 0.2020680625573732, "loss_fcos_ctr": 0.6153797265142202, "loss_fcos_loc": 0.17253810609690845, "loss_mask": 0.2551148063503206, "loss_maskiou": 0.004938971975207096, "loss_sem_seg": 0.1859759814105928, "lr": 0.001, "mask_rcnn/accuracy": 0.8925148512202083, "mask_rcnn/false_negative": 0.09359299401389651, "mask_rcnn/false_positive": 0.13587288592449337, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 22.0, "time": 0.7675633477047086, "total_loss": 1.4548912108220975} {"data_time": 0.017331610433757305, "eta_seconds": 23092.39974761568, "iteration": 239339, "loss_fcos_cls": 0.20600306120468304, "loss_fcos_ctr": 0.6171631030738354, "loss_fcos_loc": 0.17836287920363247, "loss_mask": 0.24138456350192428, "loss_maskiou": 0.003962857561418787, "loss_sem_seg": 0.1903265241999179, "lr": 0.001, "mask_rcnn/accuracy": 0.8755640187109326, "mask_rcnn/false_negative": 0.09766037946648737, "mask_rcnn/false_positive": 0.13780776065662892, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 23.0, "time": 0.7385993180796504, "total_loss": 1.4391577142341703} {"data_time": 0.01689370907843113, "eta_seconds": 23071.606942709535, "iteration": 239359, "loss_fcos_cls": 0.19678260339424014, "loss_fcos_ctr": 0.615787498652935, "loss_fcos_loc": 0.16660192236304283, "loss_mask": 0.24601388722658157, "loss_maskiou": 0.0043389066704548895, "loss_sem_seg": 0.20039401855319738, "lr": 0.001, "mask_rcnn/accuracy": 0.8862534647272371, "mask_rcnn/false_negative": 0.09146892772516432, "mask_rcnn/false_positive": 0.1301086009728928, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 29.25, "time": 0.7520186845213175, "total_loss": 1.433110591417062} {"data_time": 0.016005403362214565, "eta_seconds": 23060.63954787422, "iteration": 239379, "loss_fcos_cls": 0.21010352787561715, "loss_fcos_ctr": 0.6167671270668507, "loss_fcos_loc": 0.17382034193724394, "loss_mask": 0.2586690513417125, "loss_maskiou": 0.005074955974123441, "loss_sem_seg": 0.19819514406844974, "lr": 0.001, "mask_rcnn/accuracy": 0.8626049955791335, "mask_rcnn/false_negative": 0.12026142197787186, "mask_rcnn/false_positive": 0.13222425977412194, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.5, "time": 0.7476277984678745, "total_loss": 1.482092857520911} {"data_time": 0.015819807536900043, "eta_seconds": 23041.488334383816, "iteration": 239399, "loss_fcos_cls": 0.2087176761124283, "loss_fcos_ctr": 0.6167896296828985, "loss_fcos_loc": 0.17451093846466392, "loss_mask": 0.25700134225189686, "loss_maskiou": 0.004655817967432085, "loss_sem_seg": 0.20190424611791968, "lr": 0.001, "mask_rcnn/accuracy": 0.8871762183789178, "mask_rcnn/false_negative": 0.10271283965284908, "mask_rcnn/false_positive": 0.11747173525856244, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.0, "time": 0.7421936513856053, "total_loss": 1.4484920142276678} {"data_time": 0.015201868489384651, "eta_seconds": 23022.381143019535, "iteration": 239419, "loss_fcos_cls": 0.20282978215254843, "loss_fcos_ctr": 0.6157517577521503, "loss_fcos_loc": 0.16823298879899085, "loss_mask": 0.24087439198046923, "loss_maskiou": 0.004576701314363163, "loss_sem_seg": 0.21818380407057703, "lr": 0.001, "mask_rcnn/accuracy": 0.8958898585925736, "mask_rcnn/false_negative": 0.09103240665944617, "mask_rcnn/false_positive": 0.1199858782053003, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 35.75, "time": 0.7513519302010536, "total_loss": 1.4737681606275146} {"data_time": 0.01627770159393549, "eta_seconds": 23003.435987354256, "iteration": 239439, "loss_fcos_cls": 0.19534124247729778, "loss_fcos_ctr": 0.6119177108630538, "loss_fcos_loc": 0.1641763049410656, "loss_mask": 0.2505604876205325, "loss_maskiou": 0.0042109503665415104, "loss_sem_seg": 0.18671333161182702, "lr": 0.001, "mask_rcnn/accuracy": 0.9010976927716899, "mask_rcnn/false_negative": 0.09494201715619821, "mask_rcnn/false_positive": 0.12094341970362557, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 23.25, "time": 0.7479150174185634, "total_loss": 1.416606659986428} {"data_time": 0.017041306011378765, "eta_seconds": 22988.38187525887, "iteration": 239459, "loss_fcos_cls": 0.20380046439822763, "loss_fcos_ctr": 0.6155948024243116, "loss_fcos_loc": 0.17455842799972743, "loss_mask": 0.24738056492060423, "loss_maskiou": 0.004414136776176747, "loss_sem_seg": 0.1895458116196096, "lr": 0.001, "mask_rcnn/accuracy": 0.8881594499970076, "mask_rcnn/false_negative": 0.08462230846142887, "mask_rcnn/false_positive": 0.15447845859426979, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.5, "time": 0.7684437157586217, "total_loss": 1.453452278219629} {"data_time": 0.01574863400310278, "eta_seconds": 22973.327763163485, "iteration": 239479, "loss_fcos_cls": 0.19786789797944948, "loss_fcos_ctr": 0.6136930538341403, "loss_fcos_loc": 0.16853738122154027, "loss_mask": 0.2455801134929061, "loss_maskiou": 0.0045882657323090825, "loss_sem_seg": 0.178944495273754, "lr": 0.001, "mask_rcnn/accuracy": 0.8988655030242374, "mask_rcnn/false_negative": 0.09790728286730306, "mask_rcnn/false_positive": 0.10092978980732611, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.0, "time": 0.754706559702754, "total_loss": 1.4304939914145507} {"data_time": 0.016308044083416462, "eta_seconds": 22966.273083907552, "iteration": 239499, "loss_fcos_cls": 0.2018645288189873, "loss_fcos_ctr": 0.6155330929905176, "loss_fcos_loc": 0.16429150773910806, "loss_mask": 0.25113585218787193, "loss_maskiou": 0.004415074487042148, "loss_sem_seg": 0.18026333721354604, "lr": 0.001, "mask_rcnn/accuracy": 0.8799423936241164, "mask_rcnn/false_negative": 0.08955273189725267, "mask_rcnn/false_positive": 0.1391487931560875, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 24.75, "time": 0.7459541670978069, "total_loss": 1.4542211173829855} {"data_time": 0.01636986155062914, "eta_seconds": 22954.804394304752, "iteration": 239519, "loss_fcos_cls": 0.2115955031476915, "loss_fcos_ctr": 0.6209004824049771, "loss_fcos_loc": 0.18325774976983666, "loss_mask": 0.2516361875459552, "loss_maskiou": 0.004465578036615625, "loss_sem_seg": 0.18098019622266293, "lr": 0.001, "mask_rcnn/accuracy": 0.8807155029212967, "mask_rcnn/false_negative": 0.09606172784734147, "mask_rcnn/false_positive": 0.1190087145969499, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.75, "time": 0.7741112085059285, "total_loss": 1.4793954151646176} {"data_time": 0.017528992146253586, "eta_seconds": 22935.67215245124, "iteration": 239539, "loss_fcos_cls": 0.208262397616636, "loss_fcos_ctr": 0.6160470293834805, "loss_fcos_loc": 0.17109092720784247, "loss_mask": 0.2640433865599334, "loss_maskiou": 0.005064492754172534, "loss_sem_seg": 0.18420491251163185, "lr": 0.001, "mask_rcnn/accuracy": 0.8804247650189059, "mask_rcnn/false_negative": 0.09177150881932991, "mask_rcnn/false_positive": 0.13412608631965764, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 35.25, "time": 0.750580096617341, "total_loss": 1.4487857662970782} {"data_time": 0.015307370573282242, "eta_seconds": 22933.732793468982, "iteration": 239559, "loss_fcos_cls": 0.20914266677573323, "loss_fcos_ctr": 0.6188249960541725, "loss_fcos_loc": 0.17385080258827657, "loss_mask": 0.25627700332552195, "loss_maskiou": 0.004559058754239231, "loss_sem_seg": 0.2065328098833561, "lr": 0.001, "mask_rcnn/accuracy": 0.8619673315754873, "mask_rcnn/false_negative": 0.11626647739745599, "mask_rcnn/false_positive": 0.11578129003803464, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 36.75, "time": 0.7640496864914894, "total_loss": 1.4445843113098817} {"data_time": 0.017178590409457684, "eta_seconds": 22922.5823109122, "iteration": 239579, "loss_fcos_cls": 0.19667529116850346, "loss_fcos_ctr": 0.613873403519392, "loss_fcos_loc": 0.1642788448370993, "loss_mask": 0.26144954841583967, "loss_maskiou": 0.0051134000677848235, "loss_sem_seg": 0.20477678021416068, "lr": 0.001, "mask_rcnn/accuracy": 0.8788672015617645, "mask_rcnn/false_negative": 0.1142781055438099, "mask_rcnn/false_positive": 0.1540859758223423, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.5, "time": 0.7536577144637704, "total_loss": 1.4551307232541149} {"data_time": 0.016406537033617496, "eta_seconds": 22906.846008453518, "iteration": 239599, "loss_fcos_cls": 0.21559128689114004, "loss_fcos_ctr": 0.6166225094348192, "loss_fcos_loc": 0.17844515480101109, "loss_mask": 0.24592627841047943, "loss_maskiou": 0.004666812550567556, "loss_sem_seg": 0.210497853346169, "lr": 0.001, "mask_rcnn/accuracy": 0.8844368574497468, "mask_rcnn/false_negative": 0.09593841546011414, "mask_rcnn/false_positive": 0.13192908925134994, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.0, "time": 0.7574485838413239, "total_loss": 1.4725379858773522} {"data_time": 0.01615188643336296, "eta_seconds": 22892.441839118488, "iteration": 239619, "loss_fcos_cls": 0.20940000761765987, "loss_fcos_ctr": 0.617318470729515, "loss_fcos_loc": 0.18030015658587217, "loss_mask": 0.26862728502601385, "loss_maskiou": 0.005150066062924452, "loss_sem_seg": 0.19753945106640458, "lr": 0.001, "mask_rcnn/accuracy": 0.8613169395665243, "mask_rcnn/false_negative": 0.10585051530971701, "mask_rcnn/false_positive": 0.16426152894731877, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 24.75, "time": 0.7620733277872205, "total_loss": 1.4781673060733738} {"data_time": 0.017777803353965282, "eta_seconds": 22866.45408621244, "iteration": 239639, "loss_fcos_cls": 0.1930435188114643, "loss_fcos_ctr": 0.6176117095164955, "loss_fcos_loc": 0.164296047645621, "loss_mask": 0.25700358813628554, "loss_maskiou": 0.004794902728463057, "loss_sem_seg": 0.2194750860799104, "lr": 0.001, "mask_rcnn/accuracy": 0.8766133004926109, "mask_rcnn/false_negative": 0.1134253770010421, "mask_rcnn/false_positive": 0.15055645924565947, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 25.75, "time": 0.7416165983304381, "total_loss": 1.4689010226138635} {"data_time": 0.01441209763288498, "eta_seconds": 22853.661512818187, "iteration": 239659, "loss_fcos_cls": 0.20202246261760592, "loss_fcos_ctr": 0.6163673046976328, "loss_fcos_loc": 0.17420367430895567, "loss_mask": 0.24988728761672974, "loss_maskiou": 0.004940925668051932, "loss_sem_seg": 0.19754794635809958, "lr": 0.001, "mask_rcnn/accuracy": 0.8950094460861268, "mask_rcnn/false_negative": 0.0985306696340518, "mask_rcnn/false_positive": 0.12510249005888163, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7732396898791194, "total_loss": 1.4403599769284483} {"data_time": 0.015491161495447159, "eta_seconds": 22843.986540874466, "iteration": 239679, "loss_fcos_cls": 0.20399867673404515, "loss_fcos_ctr": 0.6156936967745423, "loss_fcos_loc": 0.17057356185978279, "loss_mask": 0.2538074429612607, "loss_maskiou": 0.00482341309543699, "loss_sem_seg": 0.1906648906879127, "lr": 0.001, "mask_rcnn/accuracy": 0.8928732342390278, "mask_rcnn/false_negative": 0.0765597415920945, "mask_rcnn/false_positive": 0.12818518316319805, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 26.0, "time": 0.7608604934066534, "total_loss": 1.4385276906614308} {"data_time": 0.01570744253695011, "eta_seconds": 22832.160895531066, "iteration": 239699, "loss_fcos_cls": 0.2045930145541206, "loss_fcos_ctr": 0.6175807118415833, "loss_fcos_loc": 0.17000166897196323, "loss_mask": 0.2530166991055012, "loss_maskiou": 0.0048419831291539595, "loss_sem_seg": 0.2099045452196151, "lr": 0.001, "mask_rcnn/accuracy": 0.9156271715675517, "mask_rcnn/false_negative": 0.07637485387567802, "mask_rcnn/false_positive": 0.14355903326409386, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 22.75, "time": 0.7536693261936307, "total_loss": 1.4691732701348883} {"data_time": 0.017520121298730373, "eta_seconds": 22846.648778652772, "iteration": 239719, "loss_fcos_cls": 0.20494251837953925, "loss_fcos_ctr": 0.616518659517169, "loss_fcos_loc": 0.173221354954876, "loss_mask": 0.2573943957686424, "loss_maskiou": 0.00544728733075317, "loss_sem_seg": 0.19752405514009297, "lr": 0.001, "mask_rcnn/accuracy": 0.8911081289867456, "mask_rcnn/false_negative": 0.08257735485783596, "mask_rcnn/false_positive": 0.12112526736149748, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.5, "time": 0.7713280813768506, "total_loss": 1.4699458795439568} {"data_time": 0.015778743661940098, "eta_seconds": 22834.093072389252, "iteration": 239739, "loss_fcos_cls": 0.20194078632630408, "loss_fcos_ctr": 0.615435441955924, "loss_fcos_loc": 0.1665457338676788, "loss_mask": 0.2603756943717599, "loss_maskiou": 0.004481402589590289, "loss_sem_seg": 0.1821251343935728, "lr": 0.001, "mask_rcnn/accuracy": 0.8842922037235947, "mask_rcnn/false_negative": 0.10694147462310652, "mask_rcnn/false_positive": 0.12484761143205209, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.0, "time": 0.7629516860470176, "total_loss": 1.4571419009371311} {"data_time": 0.014782056212425232, "eta_seconds": 22819.001639143564, "iteration": 239759, "loss_fcos_cls": 0.20055088261142373, "loss_fcos_ctr": 0.6152399787679315, "loss_fcos_loc": 0.166838739765808, "loss_mask": 0.25804014038294554, "loss_maskiou": 0.004618529939762084, "loss_sem_seg": 0.18264024727977812, "lr": 0.001, "mask_rcnn/accuracy": 0.8848972165921163, "mask_rcnn/false_negative": 0.09505314737374859, "mask_rcnn/false_positive": 0.12646005738490787, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 36.75, "time": 0.7555199982598424, "total_loss": 1.4290599701635074} {"data_time": 0.017308819107711315, "eta_seconds": 22809.95771679934, "iteration": 239779, "loss_fcos_cls": 0.20722547871991992, "loss_fcos_ctr": 0.6169245634227991, "loss_fcos_loc": 0.17839679864118807, "loss_mask": 0.25652761943638325, "loss_maskiou": 0.004654826472688001, "loss_sem_seg": 0.18549139774404466, "lr": 0.001, "mask_rcnn/accuracy": 0.9074699879951982, "mask_rcnn/false_negative": 0.0978209565764632, "mask_rcnn/false_positive": 0.09799777126913378, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.0, "time": 0.768147804774344, "total_loss": 1.4485365528526017} {"data_time": 0.016497771255671978, "eta_seconds": 22788.818772652186, "iteration": 239799, "loss_fcos_cls": 0.20888025034219027, "loss_fcos_ctr": 0.6167415790259838, "loss_fcos_loc": 0.17256597243249416, "loss_mask": 0.25032828096300364, "loss_maskiou": 0.0049520792090334, "loss_sem_seg": 0.19146474241279066, "lr": 0.001, "mask_rcnn/accuracy": 0.906401799386938, "mask_rcnn/false_negative": 0.07621141798499798, "mask_rcnn/false_positive": 0.12436357016167668, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 33.25, "time": 0.7418323988094926, "total_loss": 1.452362268071738} {"data_time": 0.016078099608421326, "eta_seconds": 22771.19998641126, "iteration": 239819, "loss_fcos_cls": 0.2001082026399672, "loss_fcos_ctr": 0.6160001205280423, "loss_fcos_loc": 0.16953763412311673, "loss_mask": 0.2380618597380817, "loss_maskiou": 0.004551308666123077, "loss_sem_seg": 0.1841066291090101, "lr": 0.001, "mask_rcnn/accuracy": 0.8916917169629648, "mask_rcnn/false_negative": 0.08669279640702596, "mask_rcnn/false_positive": 0.11429060451895057, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 28.75, "time": 0.741586928255856, "total_loss": 1.4147446551141911} {"data_time": 0.01546053308993578, "eta_seconds": 22767.222565972246, "iteration": 239839, "loss_fcos_cls": 0.20668442884925753, "loss_fcos_ctr": 0.6158593995496631, "loss_fcos_loc": 0.17210770573001355, "loss_mask": 0.25758745474740863, "loss_maskiou": 0.0049331156187690794, "loss_sem_seg": 0.16677361680194736, "lr": 0.001, "mask_rcnn/accuracy": 0.8845310047095761, "mask_rcnn/false_negative": 0.09312835249042145, "mask_rcnn/false_positive": 0.13692612933396453, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.25, "time": 0.7747695948928595, "total_loss": 1.4550677091028774} {"data_time": 0.016849922947585583, "eta_seconds": 22754.144248570316, "iteration": 239859, "loss_fcos_cls": 0.20320449979044497, "loss_fcos_ctr": 0.6143920114263892, "loss_fcos_loc": 0.16816081199795008, "loss_mask": 0.23875487130135298, "loss_maskiou": 0.0046745708750677295, "loss_sem_seg": 0.18786445236764848, "lr": 0.001, "mask_rcnn/accuracy": 0.8968599200764049, "mask_rcnn/false_negative": 0.10962079979288854, "mask_rcnn/false_positive": 0.10800692156585393, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.0, "time": 0.7574635427445173, "total_loss": 1.4266932786704274} {"data_time": 0.015920458361506462, "eta_seconds": 22752.94065236859, "iteration": 239879, "loss_fcos_cls": 0.20510379783809185, "loss_fcos_ctr": 0.614326891489327, "loss_fcos_loc": 0.16941663876059465, "loss_mask": 0.2500286726281047, "loss_maskiou": 0.0042632589720597025, "loss_sem_seg": 0.21327273664064705, "lr": 0.001, "mask_rcnn/accuracy": 0.8797270817845353, "mask_rcnn/false_negative": 0.10954115720045887, "mask_rcnn/false_positive": 0.10975110921549516, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 31.75, "time": 0.7625870518386364, "total_loss": 1.4447290851530852} {"data_time": 0.015736221335828304, "eta_seconds": 22729.709594517015, "iteration": 239899, "loss_fcos_cls": 0.2064006282016635, "loss_fcos_ctr": 0.6135947620496154, "loss_fcos_loc": 0.16183564451057464, "loss_mask": 0.24799648392945528, "loss_maskiou": 0.004689674980909331, "loss_sem_seg": 0.18832964554894716, "lr": 0.001, "mask_rcnn/accuracy": 0.9036944241982507, "mask_rcnn/false_negative": 0.08676181521688102, "mask_rcnn/false_positive": 0.12991959149475688, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.5, "time": 0.7427991731092334, "total_loss": 1.423474465525942} {"data_time": 0.016078785993158817, "eta_seconds": 22722.725266886875, "iteration": 239919, "loss_fcos_cls": 0.20487322937697172, "loss_fcos_ctr": 0.615686378441751, "loss_fcos_loc": 0.17101027816534042, "loss_mask": 0.2635940588079393, "loss_maskiou": 0.00499615056469338, "loss_sem_seg": 0.2090567807899788, "lr": 0.001, "mask_rcnn/accuracy": 0.8834028796771827, "mask_rcnn/false_negative": 0.08245509864630868, "mask_rcnn/false_positive": 0.13423552462408372, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 27.0, "time": 0.767071015201509, "total_loss": 1.4725256857200293} {"data_time": 0.017152476124465466, "eta_seconds": 22699.50500384625, "iteration": 239939, "loss_fcos_cls": 0.20008982077706605, "loss_fcos_ctr": 0.617875206284225, "loss_fcos_loc": 0.17437897238414735, "loss_mask": 0.2640894395299256, "loss_maskiou": 0.0047418624453712255, "loss_sem_seg": 0.1907266452908516, "lr": 0.001, "mask_rcnn/accuracy": 0.8882184213974514, "mask_rcnn/false_negative": 0.09931434273250186, "mask_rcnn/false_positive": 0.13094395520954222, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.75, "time": 0.7479881728067994, "total_loss": 1.4415070034265227} {"data_time": 0.016559962183237076, "eta_seconds": 22688.919874133542, "iteration": 239959, "loss_fcos_cls": 0.20453281654044986, "loss_fcos_ctr": 0.6167149934917688, "loss_fcos_loc": 0.17651385674253106, "loss_mask": 0.25999150332063437, "loss_maskiou": 0.004748494633531664, "loss_sem_seg": 0.19844868499785662, "lr": 0.001, "mask_rcnn/accuracy": 0.8874956392813536, "mask_rcnn/false_negative": 0.10480699836776317, "mask_rcnn/false_positive": 0.13814293728413501, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 25.75, "time": 0.7636632025241852, "total_loss": 1.457919002714334} {"data_time": 0.016017291694879532, "eta_seconds": 22663.55344833713, "iteration": 239979, "loss_fcos_cls": 0.19693308777641505, "loss_fcos_ctr": 0.613893841393292, "loss_fcos_loc": 0.1659786575473845, "loss_mask": 0.24914011638611555, "loss_maskiou": 0.004452144260540081, "loss_sem_seg": 0.188683342654258, "lr": 0.001, "mask_rcnn/accuracy": 0.8911580131297991, "mask_rcnn/false_negative": 0.09632149577801752, "mask_rcnn/false_positive": 0.10171390097223332, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7527605118229985, "total_loss": 1.394780944698141} {"data_time": 0.0171901760622859, "eta_seconds": 22648.4549816316, "iteration": 239999, "loss_fcos_cls": 0.20407490036450326, "loss_fcos_ctr": 0.6153480540961027, "loss_fcos_loc": 0.16873847134411335, "loss_mask": 0.25918630603700876, "loss_maskiou": 0.004345466863014735, "loss_sem_seg": 0.21337033715099096, "lr": 0.001, "mask_rcnn/accuracy": 0.884495200837414, "mask_rcnn/false_negative": 0.08644204536149173, "mask_rcnn/false_positive": 0.14029780996246874, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.25, "time": 0.7430506283417344, "total_loss": 1.459601015318185} {"data_time": 0.015956765972077847, "eta_seconds": 22628.342704208568, "iteration": 240019, "loss_fcos_cls": 0.20287185814231634, "loss_fcos_ctr": 0.61415287386626, "loss_fcos_loc": 0.16747502575162798, "loss_mask": 0.2552098548039794, "loss_maskiou": 0.004963774837960955, "loss_sem_seg": 0.18513196893036366, "lr": 0.001, "mask_rcnn/accuracy": 0.85643502519049, "mask_rcnn/false_negative": 0.09088962151708546, "mask_rcnn/false_positive": 0.1708561171381562, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 25.75, "time": 0.7384084770455956, "total_loss": 1.4229656374627666} {"data_time": 0.014761749655008316, "eta_seconds": 22605.21264347993, "iteration": 240039, "loss_fcos_cls": 0.21133939479477704, "loss_fcos_ctr": 0.6138601312413812, "loss_fcos_loc": 0.16987022699322551, "loss_mask": 0.25180751364678144, "loss_maskiou": 0.004711840285381186, "loss_sem_seg": 0.2041793572716415, "lr": 0.001, "mask_rcnn/accuracy": 0.873940740089139, "mask_rcnn/false_negative": 0.09497385317027679, "mask_rcnn/false_positive": 0.15145336850210406, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.25, "time": 0.7485957909375429, "total_loss": 1.4755031229251472} {"data_time": 0.015430750325322151, "eta_seconds": 22575.329645801336, "iteration": 240059, "loss_fcos_cls": 0.20911280528525822, "loss_fcos_ctr": 0.6149481516331434, "loss_fcos_loc": 0.17265588883310556, "loss_mask": 0.2524525113403797, "loss_maskiou": 0.004739223510114243, "loss_sem_seg": 0.17761560180224478, "lr": 0.001, "mask_rcnn/accuracy": 0.8971013612484331, "mask_rcnn/false_negative": 0.07900398154364582, "mask_rcnn/false_positive": 0.13276833171837088, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7516347048804164, "total_loss": 1.4339805209892802} {"data_time": 0.014935220591723919, "eta_seconds": 22583.05733806826, "iteration": 240079, "loss_fcos_cls": 0.1963478575926274, "loss_fcos_ctr": 0.6180567378178239, "loss_fcos_loc": 0.16461190022528172, "loss_mask": 0.2589693199843168, "loss_maskiou": 0.005425309056590777, "loss_sem_seg": 0.19016099662985653, "lr": 0.001, "mask_rcnn/accuracy": 0.8950077885467567, "mask_rcnn/false_negative": 0.09212424424802304, "mask_rcnn/false_positive": 0.1214930212549714, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.75, "time": 0.7615032512694597, "total_loss": 1.4442219226330053} {"data_time": 0.01624844130128622, "eta_seconds": 22572.962648103945, "iteration": 240099, "loss_fcos_cls": 0.19901090988423675, "loss_fcos_ctr": 0.6167537989094853, "loss_fcos_loc": 0.17579251615097746, "loss_mask": 0.2490735836327076, "loss_maskiou": 0.004467025166377425, "loss_sem_seg": 0.17149506881833076, "lr": 0.001, "mask_rcnn/accuracy": 0.8894602111678005, "mask_rcnn/false_negative": 0.08097432881527959, "mask_rcnn/false_positive": 0.14965627023638817, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.25, "time": 0.7597239930182695, "total_loss": 1.4254538103559753} {"data_time": 0.01843422558158636, "eta_seconds": 22584.667092871852, "iteration": 240119, "loss_fcos_cls": 0.21279552322812378, "loss_fcos_ctr": 0.6203645430505276, "loss_fcos_loc": 0.1810752684250474, "loss_mask": 0.26467328052967787, "loss_maskiou": 0.004774805449414998, "loss_sem_seg": 0.21357948216609657, "lr": 0.001, "mask_rcnn/accuracy": 0.8640326964118981, "mask_rcnn/false_negative": 0.12559225310500352, "mask_rcnn/false_positive": 0.122156132960256, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.0, "time": 0.7690526638180017, "total_loss": 1.4955152427337453} {"data_time": 0.014948706142604351, "eta_seconds": 22569.55068639759, "iteration": 240139, "loss_fcos_cls": 0.20352503273170441, "loss_fcos_ctr": 0.6153091830201447, "loss_fcos_loc": 0.17495248501654714, "loss_mask": 0.2629872178658843, "loss_maskiou": 0.005058222217485309, "loss_sem_seg": 0.19281523767858744, "lr": 0.001, "mask_rcnn/accuracy": 0.8893022486772486, "mask_rcnn/false_negative": 0.10236128489050855, "mask_rcnn/false_positive": 0.12382210405869287, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.75, "time": 0.7731564221903682, "total_loss": 1.4513339373952476} {"data_time": 0.01605695951730013, "eta_seconds": 22543.104618553072, "iteration": 240159, "loss_fcos_cls": 0.207318136934191, "loss_fcos_ctr": 0.6166277267038822, "loss_fcos_loc": 0.16749650775454938, "loss_mask": 0.24504012241959572, "loss_maskiou": 0.0043010679037251975, "loss_sem_seg": 0.1956520399544388, "lr": 0.001, "mask_rcnn/accuracy": 0.8902890397230321, "mask_rcnn/false_negative": 0.08838520778526379, "mask_rcnn/false_positive": 0.10533352310714068, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 29.5, "time": 0.7389862528070807, "total_loss": 1.4583401208401483} {"data_time": 0.01663376111537218, "eta_seconds": 22518.486312559806, "iteration": 240179, "loss_fcos_cls": 0.20399501733481884, "loss_fcos_ctr": 0.6133417505770922, "loss_fcos_loc": 0.1657195492880419, "loss_mask": 0.2472359542734921, "loss_maskiou": 0.004721139259345364, "loss_sem_seg": 0.20285267033614218, "lr": 0.001, "mask_rcnn/accuracy": 0.8836369437885044, "mask_rcnn/false_negative": 0.1110445219012453, "mask_rcnn/false_positive": 0.12693761107836293, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 34.0, "time": 0.7461078679189086, "total_loss": 1.4222657577265636} {"data_time": 0.014974450692534447, "eta_seconds": 22488.489480666816, "iteration": 240199, "loss_fcos_cls": 0.20174320577643812, "loss_fcos_ctr": 0.6143294223584235, "loss_fcos_loc": 0.1708353740395978, "loss_mask": 0.24871573550626636, "loss_maskiou": 0.004491658135520993, "loss_sem_seg": 0.1915088351815939, "lr": 0.001, "mask_rcnn/accuracy": 0.9076162628794208, "mask_rcnn/false_negative": 0.07310713993635362, "mask_rcnn/false_positive": 0.1081991398165536, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.75, "time": 0.7498091459274292, "total_loss": 1.4255607221566606} {"data_time": 0.0196556793525815, "eta_seconds": 22477.39148374088, "iteration": 240219, "loss_fcos_cls": 0.21491578919813037, "loss_fcos_ctr": 0.6170316217467189, "loss_fcos_loc": 0.17553934070747346, "loss_mask": 0.24814772233366966, "loss_maskiou": 0.004668474393838551, "loss_sem_seg": 0.17731669649947435, "lr": 0.001, "mask_rcnn/accuracy": 0.9061227437816421, "mask_rcnn/false_negative": 0.08919584370484418, "mask_rcnn/false_positive": 0.12577032450490888, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 25.75, "time": 0.7555227400735021, "total_loss": 1.4348171563942742} {"data_time": 0.01797774527221918, "eta_seconds": 22443.593727820553, "iteration": 240239, "loss_fcos_cls": 0.19514666474424303, "loss_fcos_ctr": 0.6140713589265943, "loss_fcos_loc": 0.16696309199323878, "loss_mask": 0.2396023771725595, "loss_maskiou": 0.003970897600083845, "loss_sem_seg": 0.1932477136142552, "lr": 0.001, "mask_rcnn/accuracy": 0.8964388978979898, "mask_rcnn/false_negative": 0.09560042459892984, "mask_rcnn/false_positive": 0.09446151271166309, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.25, "time": 0.7292856369167566, "total_loss": 1.4217031567550293} {"data_time": 0.014446182176470757, "eta_seconds": 22435.818278597668, "iteration": 240259, "loss_fcos_cls": 0.19934095931239426, "loss_fcos_ctr": 0.6138910725712776, "loss_fcos_loc": 0.16543769068084657, "loss_mask": 0.2412219289690256, "loss_maskiou": 0.004130802786676213, "loss_sem_seg": 0.20248342212289572, "lr": 0.001, "mask_rcnn/accuracy": 0.9045193034165884, "mask_rcnn/false_negative": 0.07431106968167986, "mask_rcnn/false_positive": 0.11144208467561721, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 21.5, "time": 0.7522094352170825, "total_loss": 1.4439243506421917} {"data_time": 0.0155969662591815, "eta_seconds": 22432.106117600575, "iteration": 240279, "loss_fcos_cls": 0.20357311086263508, "loss_fcos_ctr": 0.6143937204033136, "loss_fcos_loc": 0.17232121468987316, "loss_mask": 0.2618386298418045, "loss_maskiou": 0.0048194526534643956, "loss_sem_seg": 0.2042968049645424, "lr": 0.001, "mask_rcnn/accuracy": 0.8645635160843999, "mask_rcnn/false_negative": 0.10048939148083434, "mask_rcnn/false_positive": 0.1505055851799459, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 34.75, "time": 0.7549263378605247, "total_loss": 1.4555953989911359} {"data_time": 0.017108188942074776, "eta_seconds": 22438.33502372168, "iteration": 240299, "loss_fcos_cls": 0.20100853347685188, "loss_fcos_ctr": 0.6189413573592901, "loss_fcos_loc": 0.1770796354394406, "loss_mask": 0.24006321234628558, "loss_maskiou": 0.004508253761741798, "loss_sem_seg": 0.18816553871147335, "lr": 0.001, "mask_rcnn/accuracy": 0.8986001275510204, "mask_rcnn/false_negative": 0.09865950915571703, "mask_rcnn/false_positive": 0.10380232653129853, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.75, "time": 0.767596828751266, "total_loss": 1.411744175122294} {"data_time": 0.017131702974438667, "eta_seconds": 22448.527602537535, "iteration": 240319, "loss_fcos_cls": 0.21030530182179064, "loss_fcos_ctr": 0.616049692966044, "loss_fcos_loc": 0.1697589736431837, "loss_mask": 0.2500440813601017, "loss_maskiou": 0.00458789801086823, "loss_sem_seg": 0.19541532639414072, "lr": 0.001, "mask_rcnn/accuracy": 0.8888129293626909, "mask_rcnn/false_negative": 0.09472599026495679, "mask_rcnn/false_positive": 0.12844316907783787, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.25, "time": 0.7661615768447518, "total_loss": 1.443067704414716} {"data_time": 0.01801940333098173, "eta_seconds": 22436.460342602804, "iteration": 240339, "loss_fcos_cls": 0.2094220828730613, "loss_fcos_ctr": 0.6179365422576666, "loss_fcos_loc": 0.17596388678066432, "loss_mask": 0.25229917373508215, "loss_maskiou": 0.004484774035518058, "loss_sem_seg": 0.22205677116289735, "lr": 0.001, "mask_rcnn/accuracy": 0.9033234626010028, "mask_rcnn/false_negative": 0.07488935368723487, "mask_rcnn/false_positive": 0.1116571689439314, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.5, "time": 0.7453581048175693, "total_loss": 1.485196360750706} {"data_time": 0.01624421961605549, "eta_seconds": 22393.006580187008, "iteration": 240359, "loss_fcos_cls": 0.19484973954968154, "loss_fcos_ctr": 0.6124725537374616, "loss_fcos_loc": 0.1661748328479007, "loss_mask": 0.24442385230213404, "loss_maskiou": 0.004449132029549219, "loss_sem_seg": 0.17706642718985677, "lr": 0.001, "mask_rcnn/accuracy": 0.9008138969873664, "mask_rcnn/false_negative": 0.09106912184710081, "mask_rcnn/false_positive": 0.11961298513789109, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.75, "time": 0.7403503926470876, "total_loss": 1.408993006873061} {"data_time": 0.016541858203709126, "eta_seconds": 22406.203155936673, "iteration": 240379, "loss_fcos_cls": 0.20151972072198987, "loss_fcos_ctr": 0.6141026141121984, "loss_fcos_loc": 0.17159708379767835, "loss_mask": 0.2578994706273079, "loss_maskiou": 0.004471261996513931, "loss_sem_seg": 0.20458721555769444, "lr": 0.001, "mask_rcnn/accuracy": 0.8974428111408498, "mask_rcnn/false_negative": 0.07618262248316618, "mask_rcnn/false_positive": 0.10909011445268485, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.0, "time": 0.7832568008452654, "total_loss": 1.4567085061189573} {"data_time": 0.015454936772584915, "eta_seconds": 22397.85928752087, "iteration": 240399, "loss_fcos_cls": 0.20220793364569545, "loss_fcos_ctr": 0.6155405081808567, "loss_fcos_loc": 0.1684185948688537, "loss_mask": 0.25458584958687425, "loss_maskiou": 0.004494551234529354, "loss_sem_seg": 0.1978187884669751, "lr": 0.001, "mask_rcnn/accuracy": 0.9035211811997526, "mask_rcnn/false_negative": 0.08865099044024985, "mask_rcnn/false_positive": 0.10314406887013111, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 30.25, "time": 0.7565607465803623, "total_loss": 1.475960430372652} {"data_time": 0.017153874970972538, "eta_seconds": 22388.351763486862, "iteration": 240419, "loss_fcos_cls": 0.19668777540209703, "loss_fcos_ctr": 0.6168076754547656, "loss_fcos_loc": 0.17478674062294886, "loss_mask": 0.25992127507925034, "loss_maskiou": 0.005046758058597334, "loss_sem_seg": 0.1713171759620309, "lr": 0.001, "mask_rcnn/accuracy": 0.883590287076369, "mask_rcnn/false_negative": 0.10468238597198386, "mask_rcnn/false_positive": 0.12036790482569852, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.25, "time": 0.7570213945582509, "total_loss": 1.4334273651711555} {"data_time": 0.015955991111695766, "eta_seconds": 22377.598571062088, "iteration": 240439, "loss_fcos_cls": 0.2086737893987447, "loss_fcos_ctr": 0.6149889761582017, "loss_fcos_loc": 0.1685636262409389, "loss_mask": 0.2520887302234769, "loss_maskiou": 0.004795648077561054, "loss_sem_seg": 0.19485059031285346, "lr": 0.001, "mask_rcnn/accuracy": 0.8934407787112866, "mask_rcnn/false_negative": 0.100315827626943, "mask_rcnn/false_positive": 0.11143364272788439, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 31.25, "time": 0.7620420642197132, "total_loss": 1.4415188187704189} {"data_time": 0.01628400105983019, "eta_seconds": 22363.35871326551, "iteration": 240459, "loss_fcos_cls": 0.20883772452361882, "loss_fcos_ctr": 0.6168801528401673, "loss_fcos_loc": 0.17934160330332816, "loss_mask": 0.26297542825341225, "loss_maskiou": 0.005172567434783559, "loss_sem_seg": 0.19264827645383775, "lr": 0.001, "mask_rcnn/accuracy": 0.8865820457930007, "mask_rcnn/false_negative": 0.0872318292354588, "mask_rcnn/false_positive": 0.15343440144395504, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.0, "time": 0.7752946261316538, "total_loss": 1.4698345810829778} {"data_time": 0.014397332444787025, "eta_seconds": 22364.62799885217, "iteration": 240479, "loss_fcos_cls": 0.19545347313396633, "loss_fcos_ctr": 0.6132979057729244, "loss_fcos_loc": 0.16798756283242255, "loss_mask": 0.2589188124984503, "loss_maskiou": 0.004546024458250031, "loss_sem_seg": 0.1663732649758458, "lr": 0.001, "mask_rcnn/accuracy": 0.8887984279077484, "mask_rcnn/false_negative": 0.07395991483390435, "mask_rcnn/false_positive": 0.15490400485034073, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.25, "time": 0.764676227234304, "total_loss": 1.4075139079795917} {"data_time": 0.017083863727748394, "eta_seconds": 22349.47632512916, "iteration": 240499, "loss_fcos_cls": 0.21295092743821442, "loss_fcos_ctr": 0.6167229064740241, "loss_fcos_loc": 0.17411132343113422, "loss_mask": 0.25072851264849305, "loss_maskiou": 0.004802470066351816, "loss_sem_seg": 0.19897629343904555, "lr": 0.001, "mask_rcnn/accuracy": 0.8905500112132765, "mask_rcnn/false_negative": 0.09456730872699881, "mask_rcnn/false_positive": 0.11485204073729927, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 33.0, "time": 0.7503709131851792, "total_loss": 1.4654555251836427} {"data_time": 0.016728832386434078, "eta_seconds": 22331.066437270492, "iteration": 240519, "loss_fcos_cls": 0.20631341147236526, "loss_fcos_ctr": 0.6164769344031811, "loss_fcos_loc": 0.16626867826562375, "loss_mask": 0.2591276066377759, "loss_maskiou": 0.005018918265704997, "loss_sem_seg": 0.20540905324742198, "lr": 0.001, "mask_rcnn/accuracy": 0.8843988469990449, "mask_rcnn/false_negative": 0.09971660997018943, "mask_rcnn/false_positive": 0.11192525598899415, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.75, "time": 0.7655111011117697, "total_loss": 1.4825723285684944} {"data_time": 0.016745484434068203, "eta_seconds": 22319.172977683134, "iteration": 240539, "loss_fcos_cls": 0.21514467359520495, "loss_fcos_ctr": 0.616456275805831, "loss_fcos_loc": 0.1706378028029576, "loss_mask": 0.25295963790267706, "loss_maskiou": 0.004454761001397856, "loss_sem_seg": 0.1889630591031164, "lr": 0.001, "mask_rcnn/accuracy": 0.8907790238737003, "mask_rcnn/false_negative": 0.0971893841772235, "mask_rcnn/false_positive": 0.11506892709427519, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.761468349955976, "total_loss": 1.4623581548084985} {"data_time": 0.015620585530996323, "eta_seconds": 22287.655931662768, "iteration": 240559, "loss_fcos_cls": 0.1985509148798883, "loss_fcos_ctr": 0.6140352254733443, "loss_fcos_loc": 0.16320667933905497, "loss_mask": 0.24195570591837168, "loss_maskiou": 0.004808708283235319, "loss_sem_seg": 0.18702844670042396, "lr": 0.001, "mask_rcnn/accuracy": 0.9102774705453277, "mask_rcnn/false_negative": 0.07964411635568269, "mask_rcnn/false_positive": 0.0992790918624746, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 33.0, "time": 0.7550575574859977, "total_loss": 1.4346759566251421} {"data_time": 0.01659176219254732, "eta_seconds": 22281.143308552913, "iteration": 240579, "loss_fcos_cls": 0.20681476430036128, "loss_fcos_ctr": 0.6155752190388739, "loss_fcos_loc": 0.1747993953176774, "loss_mask": 0.25523655768483877, "loss_maskiou": 0.004286771880288143, "loss_sem_seg": 0.19861962040886283, "lr": 0.001, "mask_rcnn/accuracy": 0.8748780330104392, "mask_rcnn/false_negative": 0.11896741506597547, "mask_rcnn/false_positive": 0.13874351676927632, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 29.75, "time": 0.764957713894546, "total_loss": 1.4777154475232237} {"data_time": 0.016448854468762875, "eta_seconds": 22265.99688707944, "iteration": 240599, "loss_fcos_cls": 0.20734729524701834, "loss_fcos_ctr": 0.6155515424907207, "loss_fcos_loc": 0.17182654334465042, "loss_mask": 0.2546002231538296, "loss_maskiou": 0.004879919761151541, "loss_sem_seg": 0.20455637061968446, "lr": 0.001, "mask_rcnn/accuracy": 0.8777101554907678, "mask_rcnn/false_negative": 0.10983917605138926, "mask_rcnn/false_positive": 0.14108109372554872, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.75, "time": 0.7563237007707357, "total_loss": 1.4586179521938902} {"data_time": 0.01562566962093115, "eta_seconds": 22244.533016809262, "iteration": 240619, "loss_fcos_cls": 0.1927467868081294, "loss_fcos_ctr": 0.614143243059516, "loss_fcos_loc": 0.1622680505970493, "loss_mask": 0.23155178036540747, "loss_maskiou": 0.004457581591850612, "loss_sem_seg": 0.17383839713875204, "lr": 0.001, "mask_rcnn/accuracy": 0.8670187323599653, "mask_rcnn/false_negative": 0.0904344013669228, "mask_rcnn/false_positive": 0.10954990518608171, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 24.75, "time": 0.7522554863244295, "total_loss": 1.4050054394228937} {"data_time": 0.016987514682114124, "eta_seconds": 22240.02445760183, "iteration": 240639, "loss_fcos_cls": 0.1891234073555097, "loss_fcos_ctr": 0.6130317505449057, "loss_fcos_loc": 0.16040510218590498, "loss_mask": 0.2509129508398473, "loss_maskiou": 0.0047066977131180465, "loss_sem_seg": 0.17206186312250793, "lr": 0.001, "mask_rcnn/accuracy": 0.8928667641625616, "mask_rcnn/false_negative": 0.10143653712589036, "mask_rcnn/false_positive": 0.11639756567382448, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 32.25, "time": 0.747136265039444, "total_loss": 1.3813728954701219} {"data_time": 0.01878336537629366, "eta_seconds": 22211.059154748917, "iteration": 240659, "loss_fcos_cls": 0.20597199711482972, "loss_fcos_ctr": 0.6150695192627609, "loss_fcos_loc": 0.17147051519714296, "loss_mask": 0.26391240675002337, "loss_maskiou": 0.004793920059455559, "loss_sem_seg": 0.2067541596479714, "lr": 0.001, "mask_rcnn/accuracy": 0.8895650584795322, "mask_rcnn/false_negative": 0.09789751329733948, "mask_rcnn/false_positive": 0.11636521401551034, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 25.75, "time": 0.7423880649730563, "total_loss": 1.4970604038298916} {"data_time": 0.016772612929344177, "eta_seconds": 22193.69909626525, "iteration": 240679, "loss_fcos_cls": 0.1981007147114724, "loss_fcos_ctr": 0.6155902412720025, "loss_fcos_loc": 0.16825479548424482, "loss_mask": 0.2472593509592116, "loss_maskiou": 0.004607469007169129, "loss_sem_seg": 0.19089578418061137, "lr": 0.001, "mask_rcnn/accuracy": 0.9075026164311879, "mask_rcnn/false_negative": 0.0938160496638269, "mask_rcnn/false_positive": 0.11797826623223487, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 20.25, "time": 0.7512489464133978, "total_loss": 1.4294335173617583} {"data_time": 0.016964957118034363, "eta_seconds": 22178.56066367682, "iteration": 240699, "loss_fcos_cls": 0.20050336042186245, "loss_fcos_ctr": 0.6184009658172727, "loss_fcos_loc": 0.17923172505106777, "loss_mask": 0.2599382670596242, "loss_maskiou": 0.00443497441301588, "loss_sem_seg": 0.1798539978917688, "lr": 0.001, "mask_rcnn/accuracy": 0.8699522240602466, "mask_rcnn/false_negative": 0.09852390345264544, "mask_rcnn/false_positive": 0.14131152639370034, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.25, "time": 0.7557711582630873, "total_loss": 1.4300305451615714} {"data_time": 0.017642206512391567, "eta_seconds": 22117.36550575029, "iteration": 240719, "loss_fcos_cls": 0.20959724043495953, "loss_fcos_ctr": 0.6166597623378038, "loss_fcos_loc": 0.17432410141918808, "loss_mask": 0.2505091396160424, "loss_maskiou": 0.004574755186695256, "loss_sem_seg": 0.1885618130909279, "lr": 0.001, "mask_rcnn/accuracy": 0.8951185546682441, "mask_rcnn/false_negative": 0.09789245260954768, "mask_rcnn/false_positive": 0.12142845732931892, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 25.0, "time": 0.755497426725924, "total_loss": 1.4471402705949004} {"data_time": 0.015295680612325668, "eta_seconds": 22087.757010218687, "iteration": 240739, "loss_fcos_cls": 0.20566251093987375, "loss_fcos_ctr": 0.6139616728760302, "loss_fcos_loc": 0.17068658588686958, "loss_mask": 0.2527514975517988, "loss_maskiou": 0.004489244092837907, "loss_sem_seg": 0.1857147691771388, "lr": 0.001, "mask_rcnn/accuracy": 0.8929979086229086, "mask_rcnn/false_negative": 0.10434346262427201, "mask_rcnn/false_positive": 0.13067745552032084, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 29.0, "time": 0.7391728525981307, "total_loss": 1.4392790340498323} {"data_time": 0.015933278016746044, "eta_seconds": 22074.820516834036, "iteration": 240759, "loss_fcos_cls": 0.20584656693972647, "loss_fcos_ctr": 0.6188307078555226, "loss_fcos_loc": 0.1764101282460615, "loss_mask": 0.2544049946591258, "loss_maskiou": 0.004611348842445295, "loss_sem_seg": 0.19428762840107083, "lr": 0.001, "mask_rcnn/accuracy": 0.8845342931693225, "mask_rcnn/false_negative": 0.11344371140202797, "mask_rcnn/false_positive": 0.1292447151849204, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 36.25, "time": 0.7644622921943665, "total_loss": 1.4620195498137036} {"data_time": 0.015287674963474274, "eta_seconds": 22063.77237157151, "iteration": 240779, "loss_fcos_cls": 0.2161526843556203, "loss_fcos_ctr": 0.6156285339966416, "loss_fcos_loc": 0.17484592192340642, "loss_mask": 0.25208825152367353, "loss_maskiou": 0.004746278573293239, "loss_sem_seg": 0.20540463109500706, "lr": 0.001, "mask_rcnn/accuracy": 0.8713785765562506, "mask_rcnn/false_negative": 0.10514917806167898, "mask_rcnn/false_positive": 0.15103012273100594, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.5, "time": 0.7721667485311627, "total_loss": 1.4734910214610863} {"data_time": 0.01800900511443615, "eta_seconds": 22062.833930841647, "iteration": 240799, "loss_fcos_cls": 0.2097979444079101, "loss_fcos_ctr": 0.6176271019503474, "loss_fcos_loc": 0.1735653759096749, "loss_mask": 0.2543677305802703, "loss_maskiou": 0.004549274723103736, "loss_sem_seg": 0.20369067252613604, "lr": 0.001, "mask_rcnn/accuracy": 0.889915632566586, "mask_rcnn/false_negative": 0.08878205069263735, "mask_rcnn/false_positive": 0.10458062193021074, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.25, "time": 0.7607125444337726, "total_loss": 1.448350601742277} {"data_time": 0.015466799959540367, "eta_seconds": 22079.832481194288, "iteration": 240819, "loss_fcos_cls": 0.19647323398385197, "loss_fcos_ctr": 0.616596007719636, "loss_fcos_loc": 0.16609589150175452, "loss_mask": 0.2562539270147681, "loss_maskiou": 0.004385744367027655, "loss_sem_seg": 0.1982610155828297, "lr": 0.001, "mask_rcnn/accuracy": 0.8872238450505927, "mask_rcnn/false_negative": 0.07626402837474741, "mask_rcnn/false_positive": 0.14889144262839094, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 21.5, "time": 0.7510583885014057, "total_loss": 1.4448424795191386} {"data_time": 0.01593728829175234, "eta_seconds": 22064.699461434036, "iteration": 240839, "loss_fcos_cls": 0.20117081911303103, "loss_fcos_ctr": 0.6162217473611236, "loss_fcos_loc": 0.16834089695475996, "loss_mask": 0.2454522494226694, "loss_maskiou": 0.004578543597745011, "loss_sem_seg": 0.185372868552804, "lr": 0.001, "mask_rcnn/accuracy": 0.8836632670136327, "mask_rcnn/false_negative": 0.09982818354734896, "mask_rcnn/false_positive": 0.1293861115905933, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.0, "time": 0.7679405296221375, "total_loss": 1.4319450493640034} {"data_time": 0.016497823409736156, "eta_seconds": 22057.453202969395, "iteration": 240859, "loss_fcos_cls": 0.2057279257569462, "loss_fcos_ctr": 0.6152113261632621, "loss_fcos_loc": 0.17825199861545116, "loss_mask": 0.25643403083086014, "loss_maskiou": 0.004573879654344637, "loss_sem_seg": 0.21628804120700806, "lr": 0.001, "mask_rcnn/accuracy": 0.8911241952137998, "mask_rcnn/false_negative": 0.08622827705434322, "mask_rcnn/false_positive": 0.12167731023453117, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.0, "time": 0.7577699152752757, "total_loss": 1.4534950666120494} {"data_time": 0.01743938960134983, "eta_seconds": 22044.519738435745, "iteration": 240879, "loss_fcos_cls": 0.20173794054426253, "loss_fcos_ctr": 0.6173951420933008, "loss_fcos_loc": 0.1732030687853694, "loss_mask": 0.2459111288189888, "loss_maskiou": 0.004308152230805717, "loss_sem_seg": 0.19772534677758813, "lr": 0.001, "mask_rcnn/accuracy": 0.8968130853137011, "mask_rcnn/false_negative": 0.08693850614096454, "mask_rcnn/false_positive": 0.12319416010085099, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 25.5, "time": 0.7792907282710075, "total_loss": 1.4347661468709703} {"data_time": 0.015742823481559753, "eta_seconds": 22030.46697790362, "iteration": 240899, "loss_fcos_cls": 0.2104342475067824, "loss_fcos_ctr": 0.615856472402811, "loss_fcos_loc": 0.16791120637208223, "loss_mask": 0.26054889988154173, "loss_maskiou": 0.004265967276296578, "loss_sem_seg": 0.1917985447216779, "lr": 0.001, "mask_rcnn/accuracy": 0.8821423166724316, "mask_rcnn/false_negative": 0.08131224946330468, "mask_rcnn/false_positive": 0.14208257387997317, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 28.75, "time": 0.7539821434766054, "total_loss": 1.4396666935645044} {"data_time": 0.016362066380679607, "eta_seconds": 22016.8002649853, "iteration": 240919, "loss_fcos_cls": 0.21041424293071032, "loss_fcos_ctr": 0.616525162011385, "loss_fcos_loc": 0.18044114706572145, "loss_mask": 0.26562597090378404, "loss_maskiou": 0.004888048417342361, "loss_sem_seg": 0.19426162366289645, "lr": 0.001, "mask_rcnn/accuracy": 0.8774557225487598, "mask_rcnn/false_negative": 0.11897057508374259, "mask_rcnn/false_positive": 0.12958197882186112, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.5, "time": 0.7764445561915636, "total_loss": 1.4595459682968794} {"data_time": 0.01793008577078581, "eta_seconds": 21997.938829095103, "iteration": 240939, "loss_fcos_cls": 0.19625741022173315, "loss_fcos_ctr": 0.6141428928822279, "loss_fcos_loc": 0.1662269663065672, "loss_mask": 0.2500274255871773, "loss_maskiou": 0.004382921113574412, "loss_sem_seg": 0.18845822289586067, "lr": 0.001, "mask_rcnn/accuracy": 0.8755331830128251, "mask_rcnn/false_negative": 0.10621588408798752, "mask_rcnn/false_positive": 0.14325974661757118, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.5, "time": 0.7378134513273835, "total_loss": 1.4132868485648942} {"data_time": 0.01784505695104599, "eta_seconds": 21995.44599368144, "iteration": 240959, "loss_fcos_cls": 0.20686179969925433, "loss_fcos_ctr": 0.6168855037540197, "loss_fcos_loc": 0.16541108104865998, "loss_mask": 0.25444767344743013, "loss_maskiou": 0.004566213432553923, "loss_sem_seg": 0.22510680730920285, "lr": 0.001, "mask_rcnn/accuracy": 0.8881734037192497, "mask_rcnn/false_negative": 0.07963886481003868, "mask_rcnn/false_positive": 0.15689081164371704, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.25, "time": 0.7716268450021744, "total_loss": 1.472483097906661} {"data_time": 0.016144982539117336, "eta_seconds": 21983.843333736993, "iteration": 240979, "loss_fcos_cls": 0.21340874768793583, "loss_fcos_ctr": 0.616147699765861, "loss_fcos_loc": 0.174870265298523, "loss_mask": 0.26157676707953215, "loss_maskiou": 0.004688164466642775, "loss_sem_seg": 0.2055757106281817, "lr": 0.001, "mask_rcnn/accuracy": 0.8834776753755132, "mask_rcnn/false_negative": 0.09914987081271029, "mask_rcnn/false_positive": 0.1474297223780241, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.7646244261413813, "total_loss": 1.487168733643557} {"data_time": 0.01646598055958748, "eta_seconds": 21976.4456707919, "iteration": 240999, "loss_fcos_cls": 0.21462663682177663, "loss_fcos_ctr": 0.6158743742853403, "loss_fcos_loc": 0.17125148372724652, "loss_mask": 0.25746205914765596, "loss_maskiou": 0.004394164148834534, "loss_sem_seg": 0.2137812681030482, "lr": 0.001, "mask_rcnn/accuracy": 0.8940118661100804, "mask_rcnn/false_negative": 0.0802987661344989, "mask_rcnn/false_positive": 0.1494431598020472, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 32.25, "time": 0.7667706813663244, "total_loss": 1.4479018326164805} {"data_time": 0.014853859320282936, "eta_seconds": 21969.794240978546, "iteration": 241019, "loss_fcos_cls": 0.20196030638180673, "loss_fcos_ctr": 0.6161083923652768, "loss_fcos_loc": 0.17490876268129796, "loss_mask": 0.2678213119506836, "loss_maskiou": 0.005566128485952504, "loss_sem_seg": 0.2029889803379774, "lr": 0.001, "mask_rcnn/accuracy": 0.89619476971802, "mask_rcnn/false_negative": 0.0908915165534872, "mask_rcnn/false_positive": 0.097642937986294, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.25, "time": 0.7623878875747323, "total_loss": 1.44804898188886} {"data_time": 0.018996119499206543, "eta_seconds": 21963.61403474491, "iteration": 241039, "loss_fcos_cls": 0.19748910469934344, "loss_fcos_ctr": 0.6163992085494101, "loss_fcos_loc": 0.17096654826309532, "loss_mask": 0.25476690335199237, "loss_maskiou": 0.004848706375923939, "loss_sem_seg": 0.21002817410044372, "lr": 0.001, "mask_rcnn/accuracy": 0.88853780148423, "mask_rcnn/false_negative": 0.11090663188016356, "mask_rcnn/false_positive": 0.11855701560264251, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.75, "time": 0.759486029855907, "total_loss": 1.4683808041445445} {"data_time": 0.017527882009744644, "eta_seconds": 21952.785949990153, "iteration": 241059, "loss_fcos_cls": 0.20845621172338724, "loss_fcos_ctr": 0.6146593140438199, "loss_fcos_loc": 0.16670726356096566, "loss_mask": 0.24308993108570576, "loss_maskiou": 0.004577481449814513, "loss_sem_seg": 0.19449941243510693, "lr": 0.001, "mask_rcnn/accuracy": 0.9138316707279928, "mask_rcnn/false_negative": 0.08687040033866676, "mask_rcnn/false_positive": 0.12375776594797044, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.75, "time": 0.7341768192127347, "total_loss": 1.415985078579979} {"data_time": 0.015495511703193188, "eta_seconds": 21924.398982848972, "iteration": 241079, "loss_fcos_cls": 0.20431187795475125, "loss_fcos_ctr": 0.617921369150281, "loss_fcos_loc": 0.1746602468774654, "loss_mask": 0.2523516109213233, "loss_maskiou": 0.004606160899129463, "loss_sem_seg": 0.20450769225135446, "lr": 0.001, "mask_rcnn/accuracy": 0.8852276321971688, "mask_rcnn/false_negative": 0.0956316692318411, "mask_rcnn/false_positive": 0.13051701039663138, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.5, "time": 0.7482080133631825, "total_loss": 1.4583763223890855} {"data_time": 0.016535614617168903, "eta_seconds": 21914.3606261611, "iteration": 241099, "loss_fcos_cls": 0.21348538296297193, "loss_fcos_ctr": 0.6169257364235818, "loss_fcos_loc": 0.18276393902488053, "loss_mask": 0.26041280245408416, "loss_maskiou": 0.004498077636526432, "loss_sem_seg": 0.19730050000362098, "lr": 0.001, "mask_rcnn/accuracy": 0.8920985595092739, "mask_rcnn/false_negative": 0.09327128659629447, "mask_rcnn/false_positive": 0.1346137359580185, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 33.5, "time": 0.7697602892294526, "total_loss": 1.465241065772716} {"data_time": 0.015038903802633286, "eta_seconds": 21888.827152188867, "iteration": 241119, "loss_fcos_cls": 0.2069903276860714, "loss_fcos_ctr": 0.6146373683586717, "loss_fcos_loc": 0.1691312191542238, "loss_mask": 0.24271822813898325, "loss_maskiou": 0.005052691486525873, "loss_sem_seg": 0.18717356165871024, "lr": 0.001, "mask_rcnn/accuracy": 0.8979797564186964, "mask_rcnn/false_negative": 0.07138538773416397, "mask_rcnn/false_positive": 0.10980614968214361, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.0, "time": 0.7392451586201787, "total_loss": 1.4451694036397384} {"data_time": 0.017259471118450165, "eta_seconds": 21864.074705204926, "iteration": 241139, "loss_fcos_cls": 0.1989622600376606, "loss_fcos_ctr": 0.6127329524606466, "loss_fcos_loc": 0.16848738340195268, "loss_mask": 0.25285567063838243, "loss_maskiou": 0.004695725248893723, "loss_sem_seg": 0.18655347172170877, "lr": 0.001, "mask_rcnn/accuracy": 0.8840952983658794, "mask_rcnn/false_negative": 0.09049012799972836, "mask_rcnn/false_positive": 0.15015838032708256, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.0, "time": 0.7489901520311832, "total_loss": 1.4258415181975579} {"data_time": 0.016505228355526924, "eta_seconds": 21855.420750484802, "iteration": 241159, "loss_fcos_cls": 0.2045849496498704, "loss_fcos_ctr": 0.6159340739250183, "loss_fcos_loc": 0.177789450972341, "loss_mask": 0.257372391410172, "loss_maskiou": 0.00452097128436435, "loss_sem_seg": 0.19947254320140928, "lr": 0.001, "mask_rcnn/accuracy": 0.8760275438846867, "mask_rcnn/false_negative": 0.10170780821929386, "mask_rcnn/false_positive": 0.15628563208920856, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 29.5, "time": 0.7844421211630106, "total_loss": 1.4536576706159394} {"data_time": 0.016854540444910526, "eta_seconds": 21840.26495092828, "iteration": 241179, "loss_fcos_cls": 0.19980705785565078, "loss_fcos_ctr": 0.6166641064919531, "loss_fcos_loc": 0.17796883429400623, "loss_mask": 0.2595239421352744, "loss_maskiou": 0.004600143620336894, "loss_sem_seg": 0.1970098444726318, "lr": 0.001, "mask_rcnn/accuracy": 0.8863861832611832, "mask_rcnn/false_negative": 0.08586293373695256, "mask_rcnn/false_positive": 0.12429475029571202, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 31.25, "time": 0.7456973409280181, "total_loss": 1.483166827543755} {"data_time": 0.015631637535989285, "eta_seconds": 21831.07791740168, "iteration": 241199, "loss_fcos_cls": 0.19473172642756253, "loss_fcos_ctr": 0.6144206523895264, "loss_fcos_loc": 0.16681757383048534, "loss_mask": 0.24993507843464613, "loss_maskiou": 0.004250362420862075, "loss_sem_seg": 0.18993711471557617, "lr": 0.001, "mask_rcnn/accuracy": 0.8953041814551908, "mask_rcnn/false_negative": 0.09968323518665778, "mask_rcnn/false_positive": 0.1090358031284048, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.0, "time": 0.758306248113513, "total_loss": 1.4221582627687894} {"data_time": 0.01716794352978468, "eta_seconds": 21815.917973012663, "iteration": 241219, "loss_fcos_cls": 0.19396305386908352, "loss_fcos_ctr": 0.6141960737295449, "loss_fcos_loc": 0.16410414152778685, "loss_mask": 0.24528326001018286, "loss_maskiou": 0.004052094584039878, "loss_sem_seg": 0.18110407528001815, "lr": 0.001, "mask_rcnn/accuracy": 0.903142088174983, "mask_rcnn/false_negative": 0.09206278996401536, "mask_rcnn/false_positive": 0.10310393720684258, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 24.0, "time": 0.7587658539414406, "total_loss": 1.4131585678824194} {"data_time": 0.01814169529825449, "eta_seconds": 21797.879496004432, "iteration": 241239, "loss_fcos_cls": 0.20405725861201063, "loss_fcos_ctr": 0.6150842290371656, "loss_fcos_loc": 0.16984347091056406, "loss_mask": 0.2388048442080617, "loss_maskiou": 0.004415222392708529, "loss_sem_seg": 0.18813717598095536, "lr": 0.001, "mask_rcnn/accuracy": 0.8870923369347739, "mask_rcnn/false_negative": 0.09545088559587431, "mask_rcnn/false_positive": 0.13146593014230268, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.75, "time": 0.7377794664353132, "total_loss": 1.4298191490961472} {"data_time": 0.014634455554187298, "eta_seconds": 21796.769136860035, "iteration": 241259, "loss_fcos_cls": 0.2059870632365346, "loss_fcos_ctr": 0.6161767207086086, "loss_fcos_loc": 0.17451470147352666, "loss_mask": 0.26112477388232946, "loss_maskiou": 0.005009145526855718, "loss_sem_seg": 0.19649886805564165, "lr": 0.001, "mask_rcnn/accuracy": 0.8735464640401616, "mask_rcnn/false_negative": 0.10062163406489971, "mask_rcnn/false_positive": 0.15876314271334976, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.25, "time": 0.7704127542674541, "total_loss": 1.4517364838466165} {"data_time": 0.018079282715916634, "eta_seconds": 21785.90806363523, "iteration": 241279, "loss_fcos_cls": 0.1996411900036037, "loss_fcos_ctr": 0.6180582041852176, "loss_fcos_loc": 0.1712579089216888, "loss_mask": 0.26015547290444374, "loss_maskiou": 0.004511800143518485, "loss_sem_seg": 0.20522859343327582, "lr": 0.001, "mask_rcnn/accuracy": 0.887247097114708, "mask_rcnn/false_negative": 0.08193703779466208, "mask_rcnn/false_positive": 0.11704177013330744, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 36.5, "time": 0.7553214877843857, "total_loss": 1.4695911245380557} {"data_time": 0.016339405439794064, "eta_seconds": 21752.49427749496, "iteration": 241299, "loss_fcos_cls": 0.1901490620803088, "loss_fcos_ctr": 0.6145347054116428, "loss_fcos_loc": 0.16620391060132533, "loss_mask": 0.24914858024567366, "loss_maskiou": 0.004215731572912773, "loss_sem_seg": 0.1694233639864251, "lr": 0.001, "mask_rcnn/accuracy": 0.8943057551150437, "mask_rcnn/false_negative": 0.08556361797743971, "mask_rcnn/false_positive": 0.12515394940528785, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.25, "time": 0.7488831197842956, "total_loss": 1.3941050037246896} {"data_time": 0.016430867835879326, "eta_seconds": 21734.174354032613, "iteration": 241319, "loss_fcos_cls": 0.19850123161450028, "loss_fcos_ctr": 0.6154454979114234, "loss_fcos_loc": 0.16569630958838388, "loss_mask": 0.25657839607447386, "loss_maskiou": 0.004913088036119007, "loss_sem_seg": 0.18889047671109438, "lr": 0.001, "mask_rcnn/accuracy": 0.8929729457572502, "mask_rcnn/false_negative": 0.0811031207731556, "mask_rcnn/false_positive": 0.13218359342264258, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.25, "time": 0.7648256672546268, "total_loss": 1.4415782054202282} {"data_time": 0.0178914749994874, "eta_seconds": 21722.178268606775, "iteration": 241339, "loss_fcos_cls": 0.20872184139443561, "loss_fcos_ctr": 0.6172844618558884, "loss_fcos_loc": 0.185268783592619, "loss_mask": 0.26995959412306547, "loss_maskiou": 0.004705685481894761, "loss_sem_seg": 0.18554434622637928, "lr": 0.001, "mask_rcnn/accuracy": 0.8674394290179022, "mask_rcnn/false_negative": 0.10028348369921507, "mask_rcnn/false_positive": 0.14453768076967405, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.0, "time": 0.7465016655623913, "total_loss": 1.4432211780331272} {"data_time": 0.014966590330004692, "eta_seconds": 21725.225195869803, "iteration": 241359, "loss_fcos_cls": 0.20257975242566317, "loss_fcos_ctr": 0.6164747034199536, "loss_fcos_loc": 0.16673720139078796, "loss_mask": 0.24601759109646082, "loss_maskiou": 0.004204320726785227, "loss_sem_seg": 0.19058453990146518, "lr": 0.001, "mask_rcnn/accuracy": 0.8967786731340948, "mask_rcnn/false_negative": 0.08599761715242252, "mask_rcnn/false_positive": 0.11454293077715115, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 22.75, "time": 0.7631522128358483, "total_loss": 1.4487773250366445} {"data_time": 0.016587113961577415, "eta_seconds": 21705.72489831224, "iteration": 241379, "loss_fcos_cls": 0.19442539184819907, "loss_fcos_ctr": 0.6130822598934174, "loss_fcos_loc": 0.16623644798528403, "loss_mask": 0.25057662557810545, "loss_maskiou": 0.004352853255113587, "loss_sem_seg": 0.1944475348573178, "lr": 0.001, "mask_rcnn/accuracy": 0.9014375526329934, "mask_rcnn/false_negative": 0.08864841699877336, "mask_rcnn/false_positive": 0.10602703238239948, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 30.5, "time": 0.7707824856042862, "total_loss": 1.4242396927729715} {"data_time": 0.016842671670019627, "eta_seconds": 21691.445462762378, "iteration": 241399, "loss_fcos_cls": 0.19791529094800353, "loss_fcos_ctr": 0.6172726200893521, "loss_fcos_loc": 0.1684669943060726, "loss_mask": 0.24807688407599926, "loss_maskiou": 0.004958080025971867, "loss_sem_seg": 0.1829012951347977, "lr": 0.001, "mask_rcnn/accuracy": 0.8902470987223381, "mask_rcnn/false_negative": 0.08319804797956004, "mask_rcnn/false_positive": 0.14160962196897273, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 30.25, "time": 0.7659818790853024, "total_loss": 1.419960353847273} {"data_time": 0.015661303885281086, "eta_seconds": 21676.277150142007, "iteration": 241419, "loss_fcos_cls": 0.19948534527793527, "loss_fcos_ctr": 0.6168996766209602, "loss_fcos_loc": 0.16533853113651276, "loss_mask": 0.23878751415759325, "loss_maskiou": 0.0043923076809733175, "loss_sem_seg": 0.18047053704503924, "lr": 0.001, "mask_rcnn/accuracy": 0.8916299120380753, "mask_rcnn/false_negative": 0.08917766488250725, "mask_rcnn/false_positive": 0.11360818382505657, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.5, "time": 0.7556481091305614, "total_loss": 1.420872155984398} {"data_time": 0.015946687199175358, "eta_seconds": 21651.490589853376, "iteration": 241439, "loss_fcos_cls": 0.21732144826091826, "loss_fcos_ctr": 0.6190777090378106, "loss_fcos_loc": 0.18211920617613941, "loss_mask": 0.25057210493832827, "loss_maskiou": 0.004612474604073213, "loss_sem_seg": 0.18573006708174944, "lr": 0.001, "mask_rcnn/accuracy": 0.8944146536165487, "mask_rcnn/false_negative": 0.09054505240414676, "mask_rcnn/false_positive": 0.11768813429361719, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.75, "time": 0.7501842528581619, "total_loss": 1.4618427540699486} {"data_time": 0.01669356692582369, "eta_seconds": 21624.121239389293, "iteration": 241459, "loss_fcos_cls": 0.20111690158955753, "loss_fcos_ctr": 0.615050021559, "loss_fcos_loc": 0.17185677913948894, "loss_mask": 0.25183510361239314, "loss_maskiou": 0.004842102378461277, "loss_sem_seg": 0.19109513889998198, "lr": 0.001, "mask_rcnn/accuracy": 0.8781697655023548, "mask_rcnn/false_negative": 0.09474961955465598, "mask_rcnn/false_positive": 0.14746022200587422, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.0, "time": 0.7566880136728287, "total_loss": 1.426178772086132} {"data_time": 0.016187775880098343, "eta_seconds": 21606.5027084006, "iteration": 241479, "loss_fcos_cls": 0.1981850096490234, "loss_fcos_ctr": 0.6155788488686085, "loss_fcos_loc": 0.1722854902036488, "loss_mask": 0.2497703921981156, "loss_maskiou": 0.004708594147814438, "loss_sem_seg": 0.1907506943680346, "lr": 0.001, "mask_rcnn/accuracy": 0.8858469728204212, "mask_rcnn/false_negative": 0.10153839849825627, "mask_rcnn/false_positive": 0.1293725063130745, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.75, "time": 0.759785545989871, "total_loss": 1.4440060652123066} {"data_time": 0.0175998043268919, "eta_seconds": 21593.815193715505, "iteration": 241499, "loss_fcos_cls": 0.2025924101471901, "loss_fcos_ctr": 0.6163350357674062, "loss_fcos_loc": 0.18417305615730584, "loss_mask": 0.2661270834505558, "loss_maskiou": 0.005221634921326768, "loss_sem_seg": 0.18880773056298494, "lr": 0.001, "mask_rcnn/accuracy": 0.8825274671659331, "mask_rcnn/false_negative": 0.09217835993155347, "mask_rcnn/false_positive": 0.15055899006799764, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 32.75, "time": 0.7551213065162301, "total_loss": 1.4764264284749515} {"data_time": 0.014945224858820438, "eta_seconds": 21566.625630648807, "iteration": 241519, "loss_fcos_cls": 0.19741258979775012, "loss_fcos_ctr": 0.6134114898741245, "loss_fcos_loc": 0.16009443160146475, "loss_mask": 0.23944012681022286, "loss_maskiou": 0.004150413389652385, "loss_sem_seg": 0.21295998082496226, "lr": 0.001, "mask_rcnn/accuracy": 0.897105141040451, "mask_rcnn/false_negative": 0.09460194420224939, "mask_rcnn/false_positive": 0.1340873170499512, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.25, "time": 0.7275563422590494, "total_loss": 1.420346550323302} {"data_time": 0.01668513286858797, "eta_seconds": 21551.481060141698, "iteration": 241539, "loss_fcos_cls": 0.1959314284613356, "loss_fcos_ctr": 0.6180348824709654, "loss_fcos_loc": 0.17341782577568665, "loss_mask": 0.25866530556231737, "loss_maskiou": 0.004474784174817614, "loss_sem_seg": 0.17277716915123165, "lr": 0.001, "mask_rcnn/accuracy": 0.884435981025063, "mask_rcnn/false_negative": 0.11756611421714658, "mask_rcnn/false_positive": 0.11730512086165093, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 29.5, "time": 0.7620230345055461, "total_loss": 1.4510623803653289} {"data_time": 0.016362521797418594, "eta_seconds": 21536.33648963459, "iteration": 241559, "loss_fcos_cls": 0.20241043320856988, "loss_fcos_ctr": 0.6184677975252271, "loss_fcos_loc": 0.17710846930276603, "loss_mask": 0.24754884280264378, "loss_maskiou": 0.004350550283561461, "loss_sem_seg": 0.20154255162924528, "lr": 0.001, "mask_rcnn/accuracy": 0.8918179923413914, "mask_rcnn/false_negative": 0.09982481098744656, "mask_rcnn/false_positive": 0.1240125594598272, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 28.75, "time": 0.7536460245028138, "total_loss": 1.4459521764802048} {"data_time": 0.0168961426243186, "eta_seconds": 21521.19191912748, "iteration": 241579, "loss_fcos_cls": 0.19393694517202675, "loss_fcos_ctr": 0.6149390041828156, "loss_fcos_loc": 0.16469095775391906, "loss_mask": 0.24646597355604172, "loss_maskiou": 0.004390617716126144, "loss_sem_seg": 0.17938009672798216, "lr": 0.001, "mask_rcnn/accuracy": 0.8724790685504971, "mask_rcnn/false_negative": 0.07691903309286581, "mask_rcnn/false_positive": 0.1339656402227966, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.25, "time": 0.766462997533381, "total_loss": 1.40009348890635} {"data_time": 0.015132925473153591, "eta_seconds": 21501.27202961594, "iteration": 241599, "loss_fcos_cls": 0.202936829184182, "loss_fcos_ctr": 0.619035349227488, "loss_fcos_loc": 0.17484912741929293, "loss_mask": 0.25547551177442074, "loss_maskiou": 0.0047630710250814445, "loss_sem_seg": 0.19658269779756665, "lr": 0.001, "mask_rcnn/accuracy": 0.8784968947093008, "mask_rcnn/false_negative": 0.11007757528445267, "mask_rcnn/false_positive": 0.14003861401317988, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 27.0, "time": 0.7396541507914662, "total_loss": 1.4416714441722434} {"data_time": 0.016771385446190834, "eta_seconds": 21484.764056532644, "iteration": 241619, "loss_fcos_cls": 0.19099525175988674, "loss_fcos_ctr": 0.6126330830156803, "loss_fcos_loc": 0.15593171096406877, "loss_mask": 0.2405742835253477, "loss_maskiou": 0.00436355625060969, "loss_sem_seg": 0.20160657376982272, "lr": 0.001, "mask_rcnn/accuracy": 0.8985450387051372, "mask_rcnn/false_negative": 0.08475426867130675, "mask_rcnn/false_positive": 0.12129128872795147, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 23.5, "time": 0.7469140505418181, "total_loss": 1.4163558992222534} {"data_time": 0.016809623688459396, "eta_seconds": 21479.036539657973, "iteration": 241639, "loss_fcos_cls": 0.20407126256031916, "loss_fcos_ctr": 0.6138232685625553, "loss_fcos_loc": 0.16799825616180897, "loss_mask": 0.24742939369753003, "loss_maskiou": 0.0046077537117525935, "loss_sem_seg": 0.17561167548410594, "lr": 0.001, "mask_rcnn/accuracy": 0.9043645640074212, "mask_rcnn/false_negative": 0.07696920998504798, "mask_rcnn/false_positive": 0.11701948999357792, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 22.75, "time": 0.7708734581246972, "total_loss": 1.4326524170937773} {"data_time": 0.015431799925863743, "eta_seconds": 21466.350215912797, "iteration": 241659, "loss_fcos_cls": 0.2000668904511258, "loss_fcos_ctr": 0.6164878010749817, "loss_fcos_loc": 0.16910764298518188, "loss_mask": 0.2463882565498352, "loss_maskiou": 0.004505497953687154, "loss_sem_seg": 0.20174535416299477, "lr": 0.001, "mask_rcnn/accuracy": 0.8853946837254291, "mask_rcnn/false_negative": 0.09528461032605537, "mask_rcnn/false_positive": 0.14569652095240854, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.25, "time": 0.7475831508636475, "total_loss": 1.4530313287177705} {"data_time": 0.01659464370459318, "eta_seconds": 21445.469066591933, "iteration": 241679, "loss_fcos_cls": 0.20637601299677044, "loss_fcos_ctr": 0.6164896166883409, "loss_fcos_loc": 0.17622785759158432, "loss_mask": 0.26468465756624937, "loss_maskiou": 0.005121493071783334, "loss_sem_seg": 0.18980854703113437, "lr": 0.001, "mask_rcnn/accuracy": 0.9057957341352383, "mask_rcnn/false_negative": 0.07874420703950621, "mask_rcnn/false_positive": 0.1309271937583546, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 31.25, "time": 0.750128916464746, "total_loss": 1.4508027451847738} {"data_time": 0.01694847922772169, "eta_seconds": 21433.595892558806, "iteration": 241699, "loss_fcos_cls": 0.19087320804828778, "loss_fcos_ctr": 0.6132541969418526, "loss_fcos_loc": 0.1658463825006038, "loss_mask": 0.24423263780772686, "loss_maskiou": 0.004551704554614844, "loss_sem_seg": 0.19877661648206413, "lr": 0.001, "mask_rcnn/accuracy": 0.8824912603930462, "mask_rcnn/false_negative": 0.10819768511098099, "mask_rcnn/false_positive": 0.13047580035257578, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 26.5, "time": 0.7610851367935538, "total_loss": 1.426827667030011} {"data_time": 0.01578669808804989, "eta_seconds": 21423.200491419062, "iteration": 241719, "loss_fcos_cls": 0.20455026347190142, "loss_fcos_ctr": 0.6125406166538596, "loss_fcos_loc": 0.16303479188354686, "loss_mask": 0.24841255228966475, "loss_maskiou": 0.004445695769391023, "loss_sem_seg": 0.20784832211211324, "lr": 0.001, "mask_rcnn/accuracy": 0.8992789824263039, "mask_rcnn/false_negative": 0.09896537985230797, "mask_rcnn/false_positive": 0.10469700822103567, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 18.25, "time": 0.7801151005551219, "total_loss": 1.4367821396444924} {"data_time": 0.016092454083263874, "eta_seconds": 21411.97891967278, "iteration": 241739, "loss_fcos_cls": 0.19566876930184662, "loss_fcos_ctr": 0.6164815044030547, "loss_fcos_loc": 0.1675960203865543, "loss_mask": 0.26147332740947604, "loss_maskiou": 0.004929380374960601, "loss_sem_seg": 0.19405832374468446, "lr": 0.001, "mask_rcnn/accuracy": 0.8714627007265492, "mask_rcnn/false_negative": 0.10417247361691806, "mask_rcnn/false_positive": 0.15873105590261904, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.25, "time": 0.761307017877698, "total_loss": 1.4434236480738036} {"data_time": 0.01689155027270317, "eta_seconds": 21399.44760214351, "iteration": 241759, "loss_fcos_cls": 0.2021700997138396, "loss_fcos_ctr": 0.6138373035937548, "loss_fcos_loc": 0.17413738300092518, "loss_mask": 0.2613400537520647, "loss_maskiou": 0.004546307376585901, "loss_sem_seg": 0.21017290803138167, "lr": 0.001, "mask_rcnn/accuracy": 0.8789757489534276, "mask_rcnn/false_negative": 0.10109765798592432, "mask_rcnn/false_positive": 0.14510103216831371, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 24.0, "time": 0.7728224284946918, "total_loss": 1.456641264134305} {"data_time": 0.015248929150402546, "eta_seconds": 21378.13675248809, "iteration": 241779, "loss_fcos_cls": 0.2025741704273969, "loss_fcos_ctr": 0.6153812976554036, "loss_fcos_loc": 0.17536884522996843, "loss_mask": 0.2582843364216387, "loss_maskiou": 0.005169257492525503, "loss_sem_seg": 0.18711051694117486, "lr": 0.001, "mask_rcnn/accuracy": 0.8892713335334134, "mask_rcnn/false_negative": 0.08470022629036719, "mask_rcnn/false_positive": 0.1441280150952493, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 26.75, "time": 0.7496703052893281, "total_loss": 1.4345591710298322} {"data_time": 0.016088942065835, "eta_seconds": 21366.5198511621, "iteration": 241799, "loss_fcos_cls": 0.19748966279439628, "loss_fcos_ctr": 0.6143223224207759, "loss_fcos_loc": 0.16496941150398925, "loss_mask": 0.2538269329816103, "loss_maskiou": 0.00463242526166141, "loss_sem_seg": 0.20541557995602489, "lr": 0.001, "mask_rcnn/accuracy": 0.877840452059202, "mask_rcnn/false_negative": 0.10215942343387222, "mask_rcnn/false_positive": 0.13397954090427594, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.25, "time": 0.7708054725080729, "total_loss": 1.4348987799166935} {"data_time": 0.015873649157583714, "eta_seconds": 21358.09984868206, "iteration": 241819, "loss_fcos_cls": 0.19979290151968598, "loss_fcos_ctr": 0.6162040391936898, "loss_fcos_loc": 0.1703750861925073, "loss_mask": 0.25056874798610806, "loss_maskiou": 0.004340990435593994, "loss_sem_seg": 0.18139626225456595, "lr": 0.001, "mask_rcnn/accuracy": 0.8950985419566956, "mask_rcnn/false_negative": 0.06332310538687098, "mask_rcnn/false_positive": 0.13154842668888586, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.75, "time": 0.7493851631879807, "total_loss": 1.4532589014434052} {"data_time": 0.01690518669784069, "eta_seconds": 21332.29903606139, "iteration": 241839, "loss_fcos_cls": 0.2062368376646191, "loss_fcos_ctr": 0.6175168268382549, "loss_fcos_loc": 0.17148697876837105, "loss_mask": 0.25453221425414085, "loss_maskiou": 0.004837487736949697, "loss_sem_seg": 0.19154544558841735, "lr": 0.001, "mask_rcnn/accuracy": 0.8988035327767471, "mask_rcnn/false_negative": 0.07520634314350685, "mask_rcnn/false_positive": 0.10758386902670483, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.75, "time": 0.7490196293219924, "total_loss": 1.4506246639502933} {"data_time": 0.01597830094397068, "eta_seconds": 21319.967344140634, "iteration": 241859, "loss_fcos_cls": 0.20641553751192987, "loss_fcos_ctr": 0.6172538152895868, "loss_fcos_loc": 0.17174807284027338, "loss_mask": 0.2527914447709918, "loss_maskiou": 0.004472336397157051, "loss_sem_seg": 0.19985809898935258, "lr": 0.001, "mask_rcnn/accuracy": 0.8821663837325165, "mask_rcnn/false_negative": 0.0881953762418128, "mask_rcnn/false_positive": 0.13083472476792424, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.5, "time": 0.7599151963368058, "total_loss": 1.4480761079030344} {"data_time": 0.01962913852185011, "eta_seconds": 21296.695263161324, "iteration": 241879, "loss_fcos_cls": 0.2015806447598152, "loss_fcos_ctr": 0.6162229496985674, "loss_fcos_loc": 0.17454561579506844, "loss_mask": 0.26015791296958923, "loss_maskiou": 0.004449799742360483, "loss_sem_seg": 0.22092722891829908, "lr": 0.001, "mask_rcnn/accuracy": 0.8917497854997855, "mask_rcnn/false_negative": 0.08440412954311818, "mask_rcnn/false_positive": 0.14771182762077512, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.75, "time": 0.7548823626711965, "total_loss": 1.4719611459295265} {"data_time": 0.018703064881265163, "eta_seconds": 21277.5978467362, "iteration": 241899, "loss_fcos_cls": 0.20780434145126492, "loss_fcos_ctr": 0.614080942235887, "loss_fcos_loc": 0.16384088236372918, "loss_mask": 0.24793996196240187, "loss_maskiou": 0.0047886928186926525, "loss_sem_seg": 0.20523164374753833, "lr": 0.001, "mask_rcnn/accuracy": 0.8891156462585035, "mask_rcnn/false_negative": 0.09820888962095772, "mask_rcnn/false_positive": 0.1352110144023011, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 24.5, "time": 0.7430580155923963, "total_loss": 1.4761851177099743} {"data_time": 0.017649712041020393, "eta_seconds": 21254.414814253338, "iteration": 241919, "loss_fcos_cls": 0.20883952255826443, "loss_fcos_ctr": 0.6166032757610083, "loss_fcos_loc": 0.17268737859558314, "loss_mask": 0.2469092607498169, "loss_maskiou": 0.004189746941847261, "loss_sem_seg": 0.18649061489850283, "lr": 0.001, "mask_rcnn/accuracy": 0.9124432974494551, "mask_rcnn/false_negative": 0.06694402689834875, "mask_rcnn/false_positive": 0.11147886687038355, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 24.75, "time": 0.7541447225958109, "total_loss": 1.4495753167866496} {"data_time": 0.01778989564627409, "eta_seconds": 21251.255850772373, "iteration": 241939, "loss_fcos_cls": 0.21178447525016963, "loss_fcos_ctr": 0.6162851676344872, "loss_fcos_loc": 0.16364495095331222, "loss_mask": 0.24199075298383832, "loss_maskiou": 0.004437082210642984, "loss_sem_seg": 0.18488084606360644, "lr": 0.001, "mask_rcnn/accuracy": 0.8904240919608895, "mask_rcnn/false_negative": 0.09276276198668362, "mask_rcnn/false_positive": 0.10521048893707727, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.5, "time": 0.7522411588579416, "total_loss": 1.4179291103209835} {"data_time": 0.015544316731393337, "eta_seconds": 21224.138948273845, "iteration": 241959, "loss_fcos_cls": 0.19795114590669982, "loss_fcos_ctr": 0.6127026774920523, "loss_fcos_loc": 0.17303942702710629, "loss_mask": 0.2571024182252586, "loss_maskiou": 0.004916460711683612, "loss_sem_seg": 0.20787548925727606, "lr": 0.001, "mask_rcnn/accuracy": 0.8856625021803592, "mask_rcnn/false_negative": 0.0863879853234219, "mask_rcnn/false_positive": 0.15369907237558333, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7613651193678379, "total_loss": 1.4596806827357796} {"data_time": 0.016123284585773945, "eta_seconds": 21198.425528821535, "iteration": 241979, "loss_fcos_cls": 0.20748667849693447, "loss_fcos_ctr": 0.6161392498761415, "loss_fcos_loc": 0.16902154736453667, "loss_mask": 0.25443634390830994, "loss_maskiou": 0.004669287387514487, "loss_sem_seg": 0.18466517981141806, "lr": 0.001, "mask_rcnn/accuracy": 0.8908527696793003, "mask_rcnn/false_negative": 0.08572150786487413, "mask_rcnn/false_positive": 0.1413277762379121, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.0, "time": 0.7435968341305852, "total_loss": 1.432792610503384} {"data_time": 0.016039633192121983, "eta_seconds": 21191.62713163346, "iteration": 241999, "loss_fcos_cls": 0.2063759104348719, "loss_fcos_ctr": 0.6156445238739252, "loss_fcos_loc": 0.1735250466153957, "loss_mask": 0.25655200239270926, "loss_maskiou": 0.0043978803005302325, "loss_sem_seg": 0.20863005670253187, "lr": 0.001, "mask_rcnn/accuracy": 0.8964969713534765, "mask_rcnn/false_negative": 0.08471089733047661, "mask_rcnn/false_positive": 0.12196294744154165, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.0, "time": 0.7602559886872768, "total_loss": 1.4794620409629715} {"data_time": 0.015995364636182785, "eta_seconds": 21177.92791600898, "iteration": 242019, "loss_fcos_cls": 0.20671821263385937, "loss_fcos_ctr": 0.6159067144617438, "loss_fcos_loc": 0.17225521442014724, "loss_mask": 0.24645393248647451, "loss_maskiou": 0.004075161479704548, "loss_sem_seg": 0.21380406385287642, "lr": 0.001, "mask_rcnn/accuracy": 0.8914422912021951, "mask_rcnn/false_negative": 0.10245679180940395, "mask_rcnn/false_positive": 0.12755378352009197, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 35.0, "time": 0.7692687017843127, "total_loss": 1.480224690574687} {"data_time": 0.016070776619017124, "eta_seconds": 21153.034374625422, "iteration": 242039, "loss_fcos_cls": 0.20640708680730313, "loss_fcos_ctr": 0.6152258953079581, "loss_fcos_loc": 0.17432020348496735, "loss_mask": 0.2433998379856348, "loss_maskiou": 0.004556020394375082, "loss_sem_seg": 0.21155439247377217, "lr": 0.001, "mask_rcnn/accuracy": 0.8973384650027258, "mask_rcnn/false_negative": 0.09350734515480989, "mask_rcnn/false_positive": 0.11304147159357861, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 25.5, "time": 0.7530651949346066, "total_loss": 1.4575051555148093} {"data_time": 0.01684236992150545, "eta_seconds": 21146.218123815954, "iteration": 242059, "loss_fcos_cls": 0.20053085673134774, "loss_fcos_ctr": 0.6155088976956904, "loss_fcos_loc": 0.16590455046389252, "loss_mask": 0.24242895934730768, "loss_maskiou": 0.004186494697933085, "loss_sem_seg": 0.17643909703474492, "lr": 0.001, "mask_rcnn/accuracy": 0.884775025533138, "mask_rcnn/false_negative": 0.10149388294314732, "mask_rcnn/false_positive": 0.13223761337741385, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 28.0, "time": 0.754584513604641, "total_loss": 1.40305672433351} {"data_time": 0.015442363917827606, "eta_seconds": 21132.51582655683, "iteration": 242079, "loss_fcos_cls": 0.1932764381635934, "loss_fcos_ctr": 0.6130199246108532, "loss_fcos_loc": 0.15958633413538337, "loss_mask": 0.2522113686427474, "loss_maskiou": 0.004976377931598108, "loss_sem_seg": 0.19898349093273282, "lr": 0.001, "mask_rcnn/accuracy": 0.8872062744511724, "mask_rcnn/false_negative": 0.09793065318083857, "mask_rcnn/false_positive": 0.12670032207631024, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.5, "time": 0.7539487648755312, "total_loss": 1.4345784401521087} {"data_time": 0.01631890796124935, "eta_seconds": 21093.90849618055, "iteration": 242099, "loss_fcos_cls": 0.1969530014321208, "loss_fcos_ctr": 0.618141713552177, "loss_fcos_loc": 0.1739737231982872, "loss_mask": 0.2531892340630293, "loss_maskiou": 0.004749704447931435, "loss_sem_seg": 0.19192662800196558, "lr": 0.001, "mask_rcnn/accuracy": 0.8973396955295194, "mask_rcnn/false_negative": 0.08706883370129495, "mask_rcnn/false_positive": 0.1355903142696005, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 21.5, "time": 0.7357586156576872, "total_loss": 1.4340504628244162} {"data_time": 0.01600446831434965, "eta_seconds": 21095.700239256956, "iteration": 242119, "loss_fcos_cls": 0.2017074073664844, "loss_fcos_ctr": 0.6143927350640297, "loss_fcos_loc": 0.16758245305391029, "loss_mask": 0.25721534388139844, "loss_maskiou": 0.0044770480035367655, "loss_sem_seg": 0.17398794507607818, "lr": 0.001, "mask_rcnn/accuracy": 0.87866014566921, "mask_rcnn/false_negative": 0.09556363374626642, "mask_rcnn/false_positive": 0.15401278753497416, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 31.25, "time": 0.7795110670849681, "total_loss": 1.4326778746471973} {"data_time": 0.0164002887904644, "eta_seconds": 21067.69445556868, "iteration": 242139, "loss_fcos_cls": 0.1882860061014071, "loss_fcos_ctr": 0.6165787195786834, "loss_fcos_loc": 0.166186734684743, "loss_mask": 0.24585465621203184, "loss_maskiou": 0.004142427591432352, "loss_sem_seg": 0.19072823482565582, "lr": 0.001, "mask_rcnn/accuracy": 0.8870092828798186, "mask_rcnn/false_negative": 0.08765388745749435, "mask_rcnn/false_positive": 0.13927833159957484, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.25, "time": 0.7327977493405342, "total_loss": 1.4259321071040176} {"data_time": 0.01582179870456457, "eta_seconds": 21048.546877967194, "iteration": 242159, "loss_fcos_cls": 0.1985555924475193, "loss_fcos_ctr": 0.6146831708028913, "loss_fcos_loc": 0.16811957117170095, "loss_mask": 0.2500681532546878, "loss_maskiou": 0.00437782548397081, "loss_sem_seg": 0.18294945475645363, "lr": 0.001, "mask_rcnn/accuracy": 0.8919746980424823, "mask_rcnn/false_negative": 0.08085888539101652, "mask_rcnn/false_positive": 0.13311468484142785, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.75, "time": 0.7587200123816729, "total_loss": 1.4310040316486266} {"data_time": 0.01650089304894209, "eta_seconds": 21029.847759887576, "iteration": 242179, "loss_fcos_cls": 0.19450850354041904, "loss_fcos_ctr": 0.6146408701315522, "loss_fcos_loc": 0.1621101105120033, "loss_mask": 0.2458412367850542, "loss_maskiou": 0.004451511042134371, "loss_sem_seg": 0.1842197214718908, "lr": 0.001, "mask_rcnn/accuracy": 0.8825222396650969, "mask_rcnn/false_negative": 0.08729458289610899, "mask_rcnn/false_positive": 0.1334069985348875, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.5, "time": 0.7381748398765922, "total_loss": 1.403800441774365} {"data_time": 0.01630043052136898, "eta_seconds": 21012.149633478373, "iteration": 242199, "loss_fcos_cls": 0.19959206343628466, "loss_fcos_ctr": 0.614792731590569, "loss_fcos_loc": 0.16914187237853184, "loss_mask": 0.24837372172623873, "loss_maskiou": 0.004880095068074297, "loss_sem_seg": 0.19345788098871708, "lr": 0.001, "mask_rcnn/accuracy": 0.8818799421477992, "mask_rcnn/false_negative": 0.09390857522611301, "mask_rcnn/false_positive": 0.13846505950369842, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 24.75, "time": 0.7562441136687994, "total_loss": 1.4390022868210508} {"data_time": 0.0176705839112401, "eta_seconds": 20982.462481109425, "iteration": 242219, "loss_fcos_cls": 0.21157984295859933, "loss_fcos_ctr": 0.6162930275313556, "loss_fcos_loc": 0.17621442419476807, "loss_mask": 0.2559148520231247, "loss_maskiou": 0.00485280757129658, "loss_sem_seg": 0.2053564083762467, "lr": 0.001, "mask_rcnn/accuracy": 0.8947774483169891, "mask_rcnn/false_negative": 0.10509622677641248, "mask_rcnn/false_positive": 0.11307637183617267, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 26.0, "time": 0.746551550924778, "total_loss": 1.4636139395770442} {"data_time": 0.016811711713671684, "eta_seconds": 20984.493859395385, "iteration": 242239, "loss_fcos_cls": 0.20450678816996515, "loss_fcos_ctr": 0.6151290647685528, "loss_fcos_loc": 0.18288371118251234, "loss_mask": 0.26284294622018933, "loss_maskiou": 0.004122555590583943, "loss_sem_seg": 0.19011959130875766, "lr": 0.001, "mask_rcnn/accuracy": 0.8959026508101222, "mask_rcnn/false_negative": 0.0908732485682374, "mask_rcnn/false_positive": 0.11731970057135166, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.5, "time": 0.7638818519189954, "total_loss": 1.4596763210793142} {"data_time": 0.015608765184879303, "eta_seconds": 20961.12951233983, "iteration": 242259, "loss_fcos_cls": 0.20761838124599308, "loss_fcos_ctr": 0.6180036654695868, "loss_fcos_loc": 0.17532509454758838, "loss_mask": 0.2592179230414331, "loss_maskiou": 0.004763410750456387, "loss_sem_seg": 0.19711286155506968, "lr": 0.001, "mask_rcnn/accuracy": 0.8868872602920479, "mask_rcnn/false_negative": 0.09160245858943786, "mask_rcnn/false_positive": 0.12705553496263178, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.0, "time": 0.7562720328569412, "total_loss": 1.4805881584579765} {"data_time": 0.01893414556980133, "eta_seconds": 20929.91047962848, "iteration": 242279, "loss_fcos_cls": 0.20686004479648545, "loss_fcos_ctr": 0.6144297756254673, "loss_fcos_loc": 0.168350973573979, "loss_mask": 0.25452540908008814, "loss_maskiou": 0.004521907601883868, "loss_sem_seg": 0.1735704392194748, "lr": 0.001, "mask_rcnn/accuracy": 0.9083090379008747, "mask_rcnn/false_negative": 0.08752547060847374, "mask_rcnn/false_positive": 0.09501947390849311, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 20.5, "time": 0.7407211633399129, "total_loss": 1.4148369960967102} {"data_time": 0.01534532755613327, "eta_seconds": 20921.28807314858, "iteration": 242299, "loss_fcos_cls": 0.20839806308504194, "loss_fcos_ctr": 0.6141118439845741, "loss_fcos_loc": 0.16747012065025046, "loss_mask": 0.2520939912647009, "loss_maskiou": 0.00438744771599886, "loss_sem_seg": 0.21280545042827725, "lr": 0.001, "mask_rcnn/accuracy": 0.8843413925380823, "mask_rcnn/false_negative": 0.10557917585462576, "mask_rcnn/false_positive": 0.12994833823394897, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.5, "time": 0.7470046430826187, "total_loss": 1.4630415580177214} {"data_time": 0.01574611756950617, "eta_seconds": 20899.70967809949, "iteration": 242319, "loss_fcos_cls": 0.2151112396386452, "loss_fcos_ctr": 0.6150269913487136, "loss_fcos_loc": 0.17068883148021996, "loss_mask": 0.25992138078436255, "loss_maskiou": 0.005137201645993628, "loss_sem_seg": 0.20222238940186799, "lr": 0.001, "mask_rcnn/accuracy": 0.895747287010042, "mask_rcnn/false_negative": 0.08963336613157757, "mask_rcnn/false_positive": 0.13294969116384914, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.0, "time": 0.7495168894529343, "total_loss": 1.4583918408825411} {"data_time": 0.017465876415371895, "eta_seconds": 20894.61973743327, "iteration": 242339, "loss_fcos_cls": 0.19472949503688142, "loss_fcos_ctr": 0.6160309594124556, "loss_fcos_loc": 0.16218627453781664, "loss_mask": 0.2581048645079136, "loss_maskiou": 0.004518261703196913, "loss_sem_seg": 0.20164499641396105, "lr": 0.001, "mask_rcnn/accuracy": 0.8771637041913539, "mask_rcnn/false_negative": 0.11575207390557705, "mask_rcnn/false_positive": 0.15157406808836293, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7626084899529815, "total_loss": 1.4345601601162343} {"data_time": 0.0159369558095932, "eta_seconds": 20875.972839605063, "iteration": 242359, "loss_fcos_cls": 0.1987723532365635, "loss_fcos_ctr": 0.6147630149498582, "loss_fcos_loc": 0.1729558118386194, "loss_mask": 0.2547772638499737, "loss_maskiou": 0.004658876625398989, "loss_sem_seg": 0.1715061969589442, "lr": 0.001, "mask_rcnn/accuracy": 0.8738437908454441, "mask_rcnn/false_negative": 0.10134524396335672, "mask_rcnn/false_positive": 0.1498513117392381, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.0, "time": 0.7684503449127078, "total_loss": 1.430623135787755} {"data_time": 0.016756342723965645, "eta_seconds": 20841.212675699964, "iteration": 242379, "loss_fcos_cls": 0.2025763860438019, "loss_fcos_ctr": 0.6135494951158762, "loss_fcos_loc": 0.16481258196290582, "loss_mask": 0.2523470902815461, "loss_maskiou": 0.004266772491973825, "loss_sem_seg": 0.18674055580049753, "lr": 0.001, "mask_rcnn/accuracy": 0.9010998398812778, "mask_rcnn/false_negative": 0.09292657462456697, "mask_rcnn/false_positive": 0.10430770393929276, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 29.75, "time": 0.7398403799161315, "total_loss": 1.4351560017021256} {"data_time": 0.016625328920781612, "eta_seconds": 20839.30807504151, "iteration": 242399, "loss_fcos_cls": 0.19810435321414843, "loss_fcos_ctr": 0.6161091392859817, "loss_fcos_loc": 0.1665931160096079, "loss_mask": 0.24966455437242985, "loss_maskiou": 0.004336272497312166, "loss_sem_seg": 0.2131941153202206, "lr": 0.001, "mask_rcnn/accuracy": 0.8745541973605145, "mask_rcnn/false_negative": 0.10369765024812666, "mask_rcnn/false_positive": 0.14065007471771573, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.0, "time": 0.7769072437658906, "total_loss": 1.441208052681759} {"data_time": 0.015562990680336952, "eta_seconds": 20803.607984536327, "iteration": 242419, "loss_fcos_cls": 0.19171132158953696, "loss_fcos_ctr": 0.6144433738663793, "loss_fcos_loc": 0.16761605395004153, "loss_mask": 0.2528618103824556, "loss_maskiou": 0.0044783039556932636, "loss_sem_seg": 0.19088645628653467, "lr": 0.001, "mask_rcnn/accuracy": 0.8884764971562396, "mask_rcnn/false_negative": 0.08809350091822801, "mask_rcnn/false_positive": 0.14034349878159436, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 29.75, "time": 0.7358714900910854, "total_loss": 1.4129165721387835} {"data_time": 0.018741672858595848, "eta_seconds": 20815.55252821371, "iteration": 242439, "loss_fcos_cls": 0.19574169628322124, "loss_fcos_ctr": 0.6175269256345928, "loss_fcos_loc": 0.17507807188667357, "loss_mask": 0.2624065075069666, "loss_maskiou": 0.004823532508453354, "loss_sem_seg": 0.17885084683075547, "lr": 0.001, "mask_rcnn/accuracy": 0.890894223760933, "mask_rcnn/false_negative": 0.08651503997003981, "mask_rcnn/false_positive": 0.13160608716195177, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 26.75, "time": 0.7671560300514102, "total_loss": 1.4398676685450482} {"data_time": 0.015516328625380993, "eta_seconds": 20815.221363215707, "iteration": 242459, "loss_fcos_cls": 0.20382511091884226, "loss_fcos_ctr": 0.6156303426250815, "loss_fcos_loc": 0.16902996029239148, "loss_mask": 0.25058818235993385, "loss_maskiou": 0.004815785912796855, "loss_sem_seg": 0.20757443737238646, "lr": 0.001, "mask_rcnn/accuracy": 0.9008860240524781, "mask_rcnn/false_negative": 0.0878348698406512, "mask_rcnn/false_positive": 0.11531704151754577, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.75, "time": 0.761810147203505, "total_loss": 1.436236453577294} {"data_time": 0.015620581805706024, "eta_seconds": 20802.599241002463, "iteration": 242479, "loss_fcos_cls": 0.2047585053369403, "loss_fcos_ctr": 0.6143981460481882, "loss_fcos_loc": 0.17272085626609623, "loss_mask": 0.2540255645290017, "loss_maskiou": 0.004808054436580278, "loss_sem_seg": 0.17769926058826968, "lr": 0.001, "mask_rcnn/accuracy": 0.901282645925503, "mask_rcnn/false_negative": 0.06746014629192199, "mask_rcnn/false_positive": 0.13516941856083134, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 23.75, "time": 0.7715233778581023, "total_loss": 1.436604639289726} {"data_time": 0.015581594780087471, "eta_seconds": 20800.30675205961, "iteration": 242499, "loss_fcos_cls": 0.1978452851762995, "loss_fcos_ctr": 0.6177201401442289, "loss_fcos_loc": 0.1765341404825449, "loss_mask": 0.2449530167505145, "loss_maskiou": 0.004438345342350658, "loss_sem_seg": 0.19037004304118454, "lr": 0.001, "mask_rcnn/accuracy": 0.898918403568324, "mask_rcnn/false_negative": 0.0895740843346296, "mask_rcnn/false_positive": 0.11819254862507056, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 35.25, "time": 0.771535973995924, "total_loss": 1.4338242260055267} {"data_time": 0.015823300927877426, "eta_seconds": 20805.173355403356, "iteration": 242519, "loss_fcos_cls": 0.2074329594615847, "loss_fcos_ctr": 0.6162469796836376, "loss_fcos_loc": 0.1805268987081945, "loss_mask": 0.2710523409768939, "loss_maskiou": 0.005557495322136674, "loss_sem_seg": 0.21290443278849125, "lr": 0.001, "mask_rcnn/accuracy": 0.8690356270713413, "mask_rcnn/false_negative": 0.12170563866910322, "mask_rcnn/false_positive": 0.14181889405345544, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.25, "time": 0.7501740483567119, "total_loss": 1.511163953866344} {"data_time": 0.01735266763716936, "eta_seconds": 20790.031858838163, "iteration": 242539, "loss_fcos_cls": 0.20535715646110475, "loss_fcos_ctr": 0.6135802436619997, "loss_fcos_loc": 0.16467457031831145, "loss_mask": 0.25663102231919765, "loss_maskiou": 0.004261002690327587, "loss_sem_seg": 0.21957315411418676, "lr": 0.001, "mask_rcnn/accuracy": 0.8927217464366699, "mask_rcnn/false_negative": 0.08831571824094125, "mask_rcnn/false_positive": 0.13507263110644813, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 28.5, "time": 0.7567656943574548, "total_loss": 1.441926179537404} {"data_time": 0.015317310579121113, "eta_seconds": 20775.30072175339, "iteration": 242559, "loss_fcos_cls": 0.20102321275044233, "loss_fcos_ctr": 0.6163979601114988, "loss_fcos_loc": 0.17141749011352658, "loss_mask": 0.26277274545282125, "loss_maskiou": 0.0046104484354145825, "loss_sem_seg": 0.21565246174577624, "lr": 0.001, "mask_rcnn/accuracy": 0.8984188988095239, "mask_rcnn/false_negative": 0.09083782298471564, "mask_rcnn/false_positive": 0.10740451892777869, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7662328779697418, "total_loss": 1.472091986630403} {"data_time": 0.015266756527125835, "eta_seconds": 20759.748865707777, "iteration": 242579, "loss_fcos_cls": 0.19121322710998356, "loss_fcos_ctr": 0.6125761377625167, "loss_fcos_loc": 0.15913285303395241, "loss_mask": 0.2328997626900673, "loss_maskiou": 0.004269232333172113, "loss_sem_seg": 0.21431270940229297, "lr": 0.001, "mask_rcnn/accuracy": 0.8877090419501134, "mask_rcnn/false_negative": 0.0880277054418569, "mask_rcnn/false_positive": 0.12554807247737215, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.75, "time": 0.7546828631311655, "total_loss": 1.4254267239084584} {"data_time": 0.015492521226406097, "eta_seconds": 20745.01713045314, "iteration": 242599, "loss_fcos_cls": 0.20650316530372947, "loss_fcos_ctr": 0.6168246800079942, "loss_fcos_loc": 0.17175566835794598, "loss_mask": 0.26080481335520744, "loss_maskiou": 0.00480661620531464, "loss_sem_seg": 0.21391906216740608, "lr": 0.001, "mask_rcnn/accuracy": 0.8792206041708719, "mask_rcnn/false_negative": 0.11744246920130813, "mask_rcnn/false_positive": 0.12198692816528725, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.75, "time": 0.7492230478674173, "total_loss": 1.4720102637220407} {"data_time": 0.015592432580888271, "eta_seconds": 20730.390547782183, "iteration": 242619, "loss_fcos_cls": 0.21104035340249538, "loss_fcos_ctr": 0.6156590320169926, "loss_fcos_loc": 0.174813961959444, "loss_mask": 0.26118077151477337, "loss_maskiou": 0.004931061965180561, "loss_sem_seg": 0.18375931400805712, "lr": 0.001, "mask_rcnn/accuracy": 0.8787095955403438, "mask_rcnn/false_negative": 0.10064816825968184, "mask_rcnn/false_positive": 0.13451096705263949, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 23.5, "time": 0.7573190657421947, "total_loss": 1.4599256278088433} {"data_time": 0.016027330420911312, "eta_seconds": 20696.500768890604, "iteration": 242639, "loss_fcos_cls": 0.20603849785402417, "loss_fcos_ctr": 0.6149740112014115, "loss_fcos_loc": 0.17274628509767354, "loss_mask": 0.25800926331430674, "loss_maskiou": 0.004579448854201473, "loss_sem_seg": 0.21435121982358396, "lr": 0.001, "mask_rcnn/accuracy": 0.8921235662939875, "mask_rcnn/false_negative": 0.10338841547649541, "mask_rcnn/false_positive": 0.11674069804667836, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.0, "time": 0.7495878841727972, "total_loss": 1.454456180203124} {"data_time": 0.01720796898007393, "eta_seconds": 20687.32381023001, "iteration": 242659, "loss_fcos_cls": 0.20716184758930467, "loss_fcos_ctr": 0.6145072979852557, "loss_fcos_loc": 0.17202285723760724, "loss_mask": 0.2508491612970829, "loss_maskiou": 0.004367426081444137, "loss_sem_seg": 0.18985436158254743, "lr": 0.001, "mask_rcnn/accuracy": 0.8943128590722003, "mask_rcnn/false_negative": 0.09422226212968432, "mask_rcnn/false_positive": 0.11696622503533954, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 25.0, "time": 0.7501180497929454, "total_loss": 1.4420260168481036} {"data_time": 0.016038508154451847, "eta_seconds": 20684.96403184533, "iteration": 242679, "loss_fcos_cls": 0.20948900072835386, "loss_fcos_ctr": 0.6148706572130322, "loss_fcos_loc": 0.17417756267241202, "loss_mask": 0.25684873200953007, "loss_maskiou": 0.004534866013273131, "loss_sem_seg": 0.18862230307422578, "lr": 0.001, "mask_rcnn/accuracy": 0.8859577922077921, "mask_rcnn/false_negative": 0.09517648654886145, "mask_rcnn/false_positive": 0.12078208880361864, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.0, "time": 0.7717945426702499, "total_loss": 1.469572775553388} {"data_time": 0.016581740230321884, "eta_seconds": 20665.890435079113, "iteration": 242699, "loss_fcos_cls": 0.2011877689510584, "loss_fcos_ctr": 0.6170056508854032, "loss_fcos_loc": 0.17605622834526002, "loss_mask": 0.2556198122911155, "loss_maskiou": 0.0041021266024472425, "loss_sem_seg": 0.1755675075110048, "lr": 0.001, "mask_rcnn/accuracy": 0.8924790157998683, "mask_rcnn/false_negative": 0.09359260509672768, "mask_rcnn/false_positive": 0.12339570223977243, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.0, "time": 0.7491874396800995, "total_loss": 1.4645681698602857} {"data_time": 0.014633367769420147, "eta_seconds": 20647.658553073183, "iteration": 242719, "loss_fcos_cls": 0.2057317707221955, "loss_fcos_ctr": 0.6158025078475475, "loss_fcos_loc": 0.16973000997677445, "loss_mask": 0.24491520505398512, "loss_maskiou": 0.00441004111780785, "loss_sem_seg": 0.1965162210399285, "lr": 0.001, "mask_rcnn/accuracy": 0.8755598072562358, "mask_rcnn/false_negative": 0.11581463516283766, "mask_rcnn/false_positive": 0.13240772599529227, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.25, "time": 0.7596743898466229, "total_loss": 1.4466814717598027} {"data_time": 0.015727253630757332, "eta_seconds": 20626.792523707263, "iteration": 242739, "loss_fcos_cls": 0.20473080550436862, "loss_fcos_ctr": 0.6159937679767609, "loss_fcos_loc": 0.16849593236111104, "loss_mask": 0.2585832607001066, "loss_maskiou": 0.0050837688613682985, "loss_sem_seg": 0.178381989011541, "lr": 0.001, "mask_rcnn/accuracy": 0.8866333683005914, "mask_rcnn/false_negative": 0.09397277854810382, "mask_rcnn/false_positive": 0.1258427798077065, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.25, "time": 0.757469697855413, "total_loss": 1.4335423101874767} {"data_time": 0.01666565891355276, "eta_seconds": 20599.130649422295, "iteration": 242759, "loss_fcos_cls": 0.20191023615188897, "loss_fcos_ctr": 0.6137662627734244, "loss_fcos_loc": 0.17524334602057934, "loss_mask": 0.242707887198776, "loss_maskiou": 0.004094101743248757, "loss_sem_seg": 0.19543622829951346, "lr": 0.001, "mask_rcnn/accuracy": 0.8857697740112995, "mask_rcnn/false_negative": 0.1042113353233497, "mask_rcnn/false_positive": 0.13384385666099816, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 30.75, "time": 0.7472666818648577, "total_loss": 1.4151819614744454} {"data_time": 0.01799294725060463, "eta_seconds": 20580.19506873656, "iteration": 242779, "loss_fcos_cls": 0.19149200478568673, "loss_fcos_ctr": 0.6138587729074061, "loss_fcos_loc": 0.16253604018129408, "loss_mask": 0.24433911964297295, "loss_maskiou": 0.0045116148503439035, "loss_sem_seg": 0.21161933313123882, "lr": 0.001, "mask_rcnn/accuracy": 0.8845808957333854, "mask_rcnn/false_negative": 0.10140744347371211, "mask_rcnn/false_positive": 0.12413649632062593, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 25.5, "time": 0.737300037406385, "total_loss": 1.4309526459219342} {"data_time": 0.01769285276532173, "eta_seconds": 20553.104930073023, "iteration": 242799, "loss_fcos_cls": 0.20275082695297897, "loss_fcos_ctr": 0.6157103627920151, "loss_fcos_loc": 0.16470618433959316, "loss_mask": 0.2613078663125634, "loss_maskiou": 0.005155425108569034, "loss_sem_seg": 0.2110738882329315, "lr": 0.001, "mask_rcnn/accuracy": 0.8796979132727111, "mask_rcnn/false_negative": 0.09792113590081979, "mask_rcnn/false_positive": 0.14985283492464313, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 24.75, "time": 0.7362098162993789, "total_loss": 1.4542273820843548} {"data_time": 0.017278729006648064, "eta_seconds": 20529.195158704184, "iteration": 242819, "loss_fcos_cls": 0.21056306338869035, "loss_fcos_ctr": 0.6192223434336483, "loss_fcos_loc": 0.18068485124967992, "loss_mask": 0.25722427386790514, "loss_maskiou": 0.004745398655359168, "loss_sem_seg": 0.2089615543372929, "lr": 0.001, "mask_rcnn/accuracy": 0.8746586822191916, "mask_rcnn/false_negative": 0.11890825957254078, "mask_rcnn/false_positive": 0.12740552401328742, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 36.5, "time": 0.7139771394431591, "total_loss": 1.4951226993707678} {"data_time": 0.015413278713822365, "eta_seconds": 20514.089610594325, "iteration": 242839, "loss_fcos_cls": 0.18763015838339925, "loss_fcos_ctr": 0.6173071675002575, "loss_fcos_loc": 0.17387586453696713, "loss_mask": 0.25660960748791695, "loss_maskiou": 0.004302092602301855, "loss_sem_seg": 0.19363789609633386, "lr": 0.001, "mask_rcnn/accuracy": 0.8801901117589893, "mask_rcnn/false_negative": 0.11132069460500424, "mask_rcnn/false_positive": 0.14857652747892344, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7534506265074015, "total_loss": 1.443709455379576} {"data_time": 0.016501720063388348, "eta_seconds": 20492.67178244423, "iteration": 242859, "loss_fcos_cls": 0.1998194589978084, "loss_fcos_ctr": 0.6176879806444049, "loss_fcos_loc": 0.17025790503248572, "loss_mask": 0.25035824440419674, "loss_maskiou": 0.004273229504178744, "loss_sem_seg": 0.1948278488125652, "lr": 0.001, "mask_rcnn/accuracy": 0.8889458819241982, "mask_rcnn/false_negative": 0.09132825421075777, "mask_rcnn/false_positive": 0.15595461244956876, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.5, "time": 0.7464799815788865, "total_loss": 1.4513394520545262} {"data_time": 0.01619665790349245, "eta_seconds": 20477.570885806344, "iteration": 242879, "loss_fcos_cls": 0.20265993336215615, "loss_fcos_ctr": 0.6147451219148934, "loss_fcos_loc": 0.16813509003259242, "loss_mask": 0.24872458446770906, "loss_maskiou": 0.004561793273751391, "loss_sem_seg": 0.1825231066904962, "lr": 0.001, "mask_rcnn/accuracy": 0.8891047390313536, "mask_rcnn/false_negative": 0.0843628737817842, "mask_rcnn/false_positive": 0.12441806982645859, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 37.0, "time": 0.7599751995876431, "total_loss": 1.4198647249650094} {"data_time": 0.016587868332862854, "eta_seconds": 20471.605853157118, "iteration": 242899, "loss_fcos_cls": 0.18697609173250385, "loss_fcos_ctr": 0.6143930703401566, "loss_fcos_loc": 0.1615004965569824, "loss_mask": 0.24723551934584975, "loss_maskiou": 0.004194301596726291, "loss_sem_seg": 0.1934102715458721, "lr": 0.001, "mask_rcnn/accuracy": 0.8954751275510204, "mask_rcnn/false_negative": 0.09443215051468393, "mask_rcnn/false_positive": 0.11888695099492902, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 23.75, "time": 0.7570987334474921, "total_loss": 1.4120358439540723} {"data_time": 0.015133034437894821, "eta_seconds": 20462.4328006804, "iteration": 242919, "loss_fcos_cls": 0.19931144686415792, "loss_fcos_ctr": 0.6148464679718018, "loss_fcos_loc": 0.17201428720727563, "loss_mask": 0.26189829828217626, "loss_maskiou": 0.004459021118236706, "loss_sem_seg": 0.20688155898824334, "lr": 0.001, "mask_rcnn/accuracy": 0.9031557921541129, "mask_rcnn/false_negative": 0.0892255123195809, "mask_rcnn/false_positive": 0.11661663136215183, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.25, "time": 0.7621725983917713, "total_loss": 1.4690488160704263} {"data_time": 0.014256210066378117, "eta_seconds": 20454.894010419957, "iteration": 242939, "loss_fcos_cls": 0.20631522627081722, "loss_fcos_ctr": 0.6162550710141659, "loss_fcos_loc": 0.1714952439069748, "loss_mask": 0.24856333760544658, "loss_maskiou": 0.004611634387401864, "loss_sem_seg": 0.18951432197354734, "lr": 0.001, "mask_rcnn/accuracy": 0.880904807575204, "mask_rcnn/false_negative": 0.07845801996358401, "mask_rcnn/false_positive": 0.15932521634969443, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.5, "time": 0.7728222822770476, "total_loss": 1.4590138173916785} {"data_time": 0.01669586356729269, "eta_seconds": 20439.77639169898, "iteration": 242959, "loss_fcos_cls": 0.20678395440336317, "loss_fcos_ctr": 0.6172180389985442, "loss_fcos_loc": 0.17422863538376987, "loss_mask": 0.2591670542024076, "loss_maskiou": 0.004487370781134814, "loss_sem_seg": 0.18507232470437884, "lr": 0.001, "mask_rcnn/accuracy": 0.9115153637212461, "mask_rcnn/false_negative": 0.07260733930877822, "mask_rcnn/false_positive": 0.1055217291350007, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 26.25, "time": 0.759512591175735, "total_loss": 1.4460326795378933} {"data_time": 0.014935420826077461, "eta_seconds": 20429.874073301442, "iteration": 242979, "loss_fcos_cls": 0.209814561647363, "loss_fcos_ctr": 0.6159983761608601, "loss_fcos_loc": 0.17625340621452779, "loss_mask": 0.2569360416382551, "loss_maskiou": 0.004697802811278962, "loss_sem_seg": 0.18691494525410235, "lr": 0.001, "mask_rcnn/accuracy": 0.8894166219119226, "mask_rcnn/false_negative": 0.10133609735817818, "mask_rcnn/false_positive": 0.11813926285872373, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7661944245919585, "total_loss": 1.464140790179954} {"data_time": 0.016060881316661835, "eta_seconds": 20414.752594397403, "iteration": 242999, "loss_fcos_cls": 0.21265322086401284, "loss_fcos_ctr": 0.6189684569835663, "loss_fcos_loc": 0.18524832068942487, "loss_mask": 0.25643597170710564, "loss_maskiou": 0.004661671322537586, "loss_sem_seg": 0.20034756720997393, "lr": 0.001, "mask_rcnn/accuracy": 0.875001183463076, "mask_rcnn/false_negative": 0.11320181546552506, "mask_rcnn/false_positive": 0.12407668976515221, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 33.75, "time": 0.7841975716874003, "total_loss": 1.4875546231633052} {"data_time": 0.016189306043088436, "eta_seconds": 20396.93379904516, "iteration": 243019, "loss_fcos_cls": 0.20840856432914734, "loss_fcos_ctr": 0.619082891382277, "loss_fcos_loc": 0.1738422165508382, "loss_mask": 0.26717115845531225, "loss_maskiou": 0.004832275997614488, "loss_sem_seg": 0.2197446282953024, "lr": 0.001, "mask_rcnn/accuracy": 0.889695499070499, "mask_rcnn/false_negative": 0.08865192112417389, "mask_rcnn/false_positive": 0.13041470374009959, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 27.5, "time": 0.7614605408161879, "total_loss": 1.488896261624177} {"data_time": 0.017565513961017132, "eta_seconds": 20389.253327267244, "iteration": 243039, "loss_fcos_cls": 0.1961448461515829, "loss_fcos_ctr": 0.6153676183894277, "loss_fcos_loc": 0.16791172313969582, "loss_mask": 0.24792783707380295, "loss_maskiou": 0.004471970249142032, "loss_sem_seg": 0.18399979453533888, "lr": 0.001, "mask_rcnn/accuracy": 0.9141779033041788, "mask_rcnn/false_negative": 0.07378190426869868, "mask_rcnn/false_positive": 0.12685462488952626, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 22.0, "time": 0.7731815101578832, "total_loss": 1.4051899391779443} {"data_time": 0.015828637406229973, "eta_seconds": 20372.27630505804, "iteration": 243059, "loss_fcos_cls": 0.20164157822728157, "loss_fcos_ctr": 0.6201486010104418, "loss_fcos_loc": 0.18113543943036348, "loss_mask": 0.24699339549988508, "loss_maskiou": 0.004200661718641641, "loss_sem_seg": 0.20993482205085456, "lr": 0.001, "mask_rcnn/accuracy": 0.8808685434774285, "mask_rcnn/false_negative": 0.09330902161066096, "mask_rcnn/false_positive": 0.1261218607346116, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.0, "time": 0.7489103395491838, "total_loss": 1.4772824145111372} {"data_time": 0.015046080574393272, "eta_seconds": 20354.26667878125, "iteration": 243079, "loss_fcos_cls": 0.20259583415463567, "loss_fcos_ctr": 0.6169477130752057, "loss_fcos_loc": 0.1781587688892614, "loss_mask": 0.24978105956688523, "loss_maskiou": 0.004437068148035905, "loss_sem_seg": 0.18137532251421362, "lr": 0.001, "mask_rcnn/accuracy": 0.881668599257885, "mask_rcnn/false_negative": 0.09928216553145933, "mask_rcnn/false_positive": 0.1261457782769556, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 26.0, "time": 0.7474580127745867, "total_loss": 1.441808758656407} {"data_time": 0.015919863246381283, "eta_seconds": 20342.029059142806, "iteration": 243099, "loss_fcos_cls": 0.19942919607274234, "loss_fcos_ctr": 0.6142901489511132, "loss_fcos_loc": 0.1571964561007917, "loss_mask": 0.24336755834519863, "loss_maskiou": 0.004849457473028451, "loss_sem_seg": 0.18133124010637403, "lr": 0.001, "mask_rcnn/accuracy": 0.9085220025510203, "mask_rcnn/false_negative": 0.08620772288057305, "mask_rcnn/false_positive": 0.12693101793814407, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.5, "time": 0.7422182010486722, "total_loss": 1.4219212518437416} {"data_time": 0.01632974948734045, "eta_seconds": 20326.90543618519, "iteration": 243119, "loss_fcos_cls": 0.2025851021753624, "loss_fcos_ctr": 0.6178114591166377, "loss_fcos_loc": 0.17425605549942702, "loss_mask": 0.2455785828642547, "loss_maskiou": 0.004656118275306653, "loss_sem_seg": 0.19543546345084906, "lr": 0.001, "mask_rcnn/accuracy": 0.8658894621281348, "mask_rcnn/false_negative": 0.09495339050957709, "mask_rcnn/false_positive": 0.1543867137255886, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.5, "time": 0.7621454782783985, "total_loss": 1.4584519028830982} {"data_time": 0.01677356194704771, "eta_seconds": 20316.477839726955, "iteration": 243139, "loss_fcos_cls": 0.20728229475207627, "loss_fcos_ctr": 0.6160573689267039, "loss_fcos_loc": 0.17692846339195967, "loss_mask": 0.24613002222031355, "loss_maskiou": 0.004177754657575861, "loss_sem_seg": 0.1897762157022953, "lr": 0.001, "mask_rcnn/accuracy": 0.8845503826530612, "mask_rcnn/false_negative": 0.09639746703095503, "mask_rcnn/false_positive": 0.12933207754148912, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.25, "time": 0.7456634966656566, "total_loss": 1.447914406977361} {"data_time": 0.01494180504232645, "eta_seconds": 20278.282832988538, "iteration": 243159, "loss_fcos_cls": 0.19985182932578027, "loss_fcos_ctr": 0.6155998576432467, "loss_fcos_loc": 0.17663238942623138, "loss_mask": 0.2507785242050886, "loss_maskiou": 0.004124682513065636, "loss_sem_seg": 0.1850708839483559, "lr": 0.001, "mask_rcnn/accuracy": 0.877467105263158, "mask_rcnn/false_negative": 0.11651091627129782, "mask_rcnn/false_positive": 0.14657695435754906, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.75, "time": 0.7327069900929928, "total_loss": 1.449883558030706} {"data_time": 0.017994068562984467, "eta_seconds": 20275.97796316631, "iteration": 243179, "loss_fcos_cls": 0.20332588721066713, "loss_fcos_ctr": 0.6148863341659307, "loss_fcos_loc": 0.1684647670481354, "loss_mask": 0.24267842341214418, "loss_maskiou": 0.004389390999222087, "loss_sem_seg": 0.18678964395076036, "lr": 0.001, "mask_rcnn/accuracy": 0.8766988881959528, "mask_rcnn/false_negative": 0.10682375071284189, "mask_rcnn/false_positive": 0.1258346608867018, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.25, "time": 0.7547475090250373, "total_loss": 1.4395164599336567} {"data_time": 0.01641689892858267, "eta_seconds": 20260.858483681455, "iteration": 243199, "loss_fcos_cls": 0.20039482263382524, "loss_fcos_ctr": 0.616730653680861, "loss_fcos_loc": 0.16628019034396857, "loss_mask": 0.2527135694399476, "loss_maskiou": 0.004489330851356499, "loss_sem_seg": 0.17290612403303385, "lr": 0.001, "mask_rcnn/accuracy": 0.9187864431486881, "mask_rcnn/false_negative": 0.08734407278029466, "mask_rcnn/false_positive": 0.08577346765841258, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.75, "time": 0.7619914244860411, "total_loss": 1.4109904908400495} {"data_time": 0.019205396994948387, "eta_seconds": 20251.287321397103, "iteration": 243219, "loss_fcos_cls": 0.2094301029574126, "loss_fcos_ctr": 0.6151388436555862, "loss_fcos_loc": 0.17244829508126713, "loss_mask": 0.2480798247270286, "loss_maskiou": 0.004621075182512868, "loss_sem_seg": 0.18651232961565256, "lr": 0.001, "mask_rcnn/accuracy": 0.8993059736911078, "mask_rcnn/false_negative": 0.09768935281198107, "mask_rcnn/false_positive": 0.11216088706448482, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 22.75, "time": 0.7572007402777672, "total_loss": 1.4415200215153163} {"data_time": 0.016768915578722954, "eta_seconds": 20233.29484754894, "iteration": 243239, "loss_fcos_cls": 0.20794932497665286, "loss_fcos_ctr": 0.6159829078242183, "loss_fcos_loc": 0.17125476989895105, "loss_mask": 0.2439564778469503, "loss_maskiou": 0.004581286106258631, "loss_sem_seg": 0.20580051955766976, "lr": 0.001, "mask_rcnn/accuracy": 0.9095524095524096, "mask_rcnn/false_negative": 0.0874172559474514, "mask_rcnn/false_positive": 0.1269423915642757, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 22.0, "time": 0.7525050258263946, "total_loss": 1.4359264137601713} {"data_time": 0.01755389664322138, "eta_seconds": 20221.04007548187, "iteration": 243259, "loss_fcos_cls": 0.2035254537477158, "loss_fcos_ctr": 0.6147827347740531, "loss_fcos_loc": 0.1660776103963144, "loss_mask": 0.24598212074488401, "loss_maskiou": 0.004410280322190374, "loss_sem_seg": 0.19326459057629108, "lr": 0.001, "mask_rcnn/accuracy": 0.9102254925267598, "mask_rcnn/false_negative": 0.07632277249139702, "mask_rcnn/false_positive": 0.11580935172461343, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.5, "time": 0.7693053344264627, "total_loss": 1.4502686868218007} {"data_time": 0.016824398189783096, "eta_seconds": 20207.753353284672, "iteration": 243279, "loss_fcos_cls": 0.19924597069621086, "loss_fcos_ctr": 0.6130154151469469, "loss_fcos_loc": 0.16708559566177428, "loss_mask": 0.23379023978486657, "loss_maskiou": 0.004166754137258977, "loss_sem_seg": 0.2156036994419992, "lr": 0.001, "mask_rcnn/accuracy": 0.8886077433851041, "mask_rcnn/false_negative": 0.09853921086917665, "mask_rcnn/false_positive": 0.12734383589490478, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 34.25, "time": 0.7410095846280456, "total_loss": 1.4262376953483908} {"data_time": 0.01563395746052265, "eta_seconds": 20197.771398870274, "iteration": 243299, "loss_fcos_cls": 0.20469505566870794, "loss_fcos_ctr": 0.6175755267031491, "loss_fcos_loc": 0.17539807665161788, "loss_mask": 0.2603870374150574, "loss_maskiou": 0.004484966964810155, "loss_sem_seg": 0.20141901494935155, "lr": 0.001, "mask_rcnn/accuracy": 0.9008983883522061, "mask_rcnn/false_negative": 0.06605985807832221, "mask_rcnn/false_positive": 0.11977225010541509, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 26.0, "time": 0.7598312618210912, "total_loss": 1.4409881673491327} {"data_time": 0.01645179931074381, "eta_seconds": 20180.333764258772, "iteration": 243319, "loss_fcos_cls": 0.20137180155143142, "loss_fcos_ctr": 0.6130500445142388, "loss_fcos_loc": 0.16486752207856625, "loss_mask": 0.256467177066952, "loss_maskiou": 0.0046553968168154825, "loss_sem_seg": 0.19317192089511082, "lr": 0.001, "mask_rcnn/accuracy": 0.8895320559542499, "mask_rcnn/false_negative": 0.08586668332431044, "mask_rcnn/false_positive": 0.12088483939138255, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.25, "time": 0.7514132261276245, "total_loss": 1.449173111715936} {"data_time": 0.01778909284621477, "eta_seconds": 20160.5455836514, "iteration": 243339, "loss_fcos_cls": 0.20093922968953848, "loss_fcos_ctr": 0.6171762114390731, "loss_fcos_loc": 0.1795787502778694, "loss_mask": 0.26921862456947565, "loss_maskiou": 0.004446611914318055, "loss_sem_seg": 0.18821500311605632, "lr": 0.001, "mask_rcnn/accuracy": 0.8823813096131176, "mask_rcnn/false_negative": 0.10760495760515121, "mask_rcnn/false_positive": 0.11252142872389001, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.0, "time": 0.7443055119365454, "total_loss": 1.474479841934226} {"data_time": 0.014746231026947498, "eta_seconds": 20129.22688822914, "iteration": 243359, "loss_fcos_cls": 0.20530056802090257, "loss_fcos_ctr": 0.6153009692206979, "loss_fcos_loc": 0.16686454927548766, "loss_mask": 0.24917301815003157, "loss_maskiou": 0.0046079807325440925, "loss_sem_seg": 0.18301035463809967, "lr": 0.001, "mask_rcnn/accuracy": 0.8831541545189504, "mask_rcnn/false_negative": 0.10621954191033138, "mask_rcnn/false_positive": 0.10934873005627266, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 24.5, "time": 0.7518008509650826, "total_loss": 1.433706137977424} {"data_time": 0.018185346387326717, "eta_seconds": 20130.298337736167, "iteration": 243379, "loss_fcos_cls": 0.199430764419958, "loss_fcos_ctr": 0.6145224976353347, "loss_fcos_loc": 0.17180785292293876, "loss_mask": 0.23768981685861945, "loss_maskiou": 0.004589399894030066, "loss_sem_seg": 0.18763864412903786, "lr": 0.001, "mask_rcnn/accuracy": 0.8907915742632931, "mask_rcnn/false_negative": 0.10584417872426619, "mask_rcnn/false_positive": 0.12763144225380968, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 28.5, "time": 0.7593028442934155, "total_loss": 1.4492937868126319} {"data_time": 0.015109339728951454, "eta_seconds": 20085.888370117173, "iteration": 243399, "loss_fcos_cls": 0.2167256292887032, "loss_fcos_ctr": 0.6181387305259705, "loss_fcos_loc": 0.1775181069097016, "loss_mask": 0.250073435716331, "loss_maskiou": 0.004485170800762717, "loss_sem_seg": 0.22435189364477992, "lr": 0.001, "mask_rcnn/accuracy": 0.879519326492323, "mask_rcnn/false_negative": 0.09575361347236085, "mask_rcnn/false_positive": 0.1350167274992951, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 23.25, "time": 0.7346519688144326, "total_loss": 1.492366113285243} {"data_time": 0.016661841422319412, "eta_seconds": 20097.20153741259, "iteration": 243419, "loss_fcos_cls": 0.20508923358283937, "loss_fcos_ctr": 0.6150920353829861, "loss_fcos_loc": 0.16780998650938272, "loss_mask": 0.258120521903038, "loss_maskiou": 0.005262201615551021, "loss_sem_seg": 0.19553321483545005, "lr": 0.001, "mask_rcnn/accuracy": 0.8889123079935599, "mask_rcnn/false_negative": 0.09982304094387884, "mask_rcnn/false_positive": 0.13531663994299142, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 34.25, "time": 0.7633017990738153, "total_loss": 1.455938830604282} {"data_time": 0.015321927145123482, "eta_seconds": 20084.927468863316, "iteration": 243439, "loss_fcos_cls": 0.20790126151405275, "loss_fcos_ctr": 0.6164551321417093, "loss_fcos_loc": 0.17255304160062224, "loss_mask": 0.2501690462231636, "loss_maskiou": 0.004382720107969362, "loss_sem_seg": 0.1988324272679165, "lr": 0.001, "mask_rcnn/accuracy": 0.8768257302921169, "mask_rcnn/false_negative": 0.10753635495654203, "mask_rcnn/false_positive": 0.13805747041507552, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.75, "time": 0.7708805007860065, "total_loss": 1.4597574275612715} {"data_time": 0.016771228052675724, "eta_seconds": 20036.98137016967, "iteration": 243459, "loss_fcos_cls": 0.1998195042833686, "loss_fcos_ctr": 0.6150558162480593, "loss_fcos_loc": 0.16824510088190436, "loss_mask": 0.24472409393638372, "loss_maskiou": 0.004390075686387718, "loss_sem_seg": 0.21150859229965135, "lr": 0.001, "mask_rcnn/accuracy": 0.887418849751439, "mask_rcnn/false_negative": 0.1061591774945083, "mask_rcnn/false_positive": 0.13159417761998665, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 26.75, "time": 0.7394517138600349, "total_loss": 1.4252914694370702} {"data_time": 0.01663277857005596, "eta_seconds": 20017.96230735816, "iteration": 243479, "loss_fcos_cls": 0.20511117321439087, "loss_fcos_ctr": 0.6161455428227782, "loss_fcos_loc": 0.17107837728690356, "loss_mask": 0.2517468244768679, "loss_maskiou": 0.004983658960554749, "loss_sem_seg": 0.19197746878489852, "lr": 0.001, "mask_rcnn/accuracy": 0.8807444030243676, "mask_rcnn/false_negative": 0.07831178338840496, "mask_rcnn/false_positive": 0.16087264680954305, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.5, "time": 0.7480432456359267, "total_loss": 1.4503169453673763} {"data_time": 0.01678274292498827, "eta_seconds": 19992.049564589746, "iteration": 243499, "loss_fcos_cls": 0.20371042797341943, "loss_fcos_ctr": 0.616005596704781, "loss_fcos_loc": 0.16555726155638695, "loss_mask": 0.2555914018303156, "loss_maskiou": 0.004209238846669905, "loss_sem_seg": 0.18560199975036085, "lr": 0.001, "mask_rcnn/accuracy": 0.8794843118406783, "mask_rcnn/false_negative": 0.11316784251295775, "mask_rcnn/false_positive": 0.13117135885720116, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 33.0, "time": 0.7486127130687237, "total_loss": 1.4443968927880633} {"data_time": 0.017001495696604252, "eta_seconds": 19981.493082767352, "iteration": 243519, "loss_fcos_cls": 0.2046726318076253, "loss_fcos_ctr": 0.6145617449656129, "loss_fcos_loc": 0.1699275814462453, "loss_mask": 0.2526708533987403, "loss_maskiou": 0.004563756374409422, "loss_sem_seg": 0.20098506519570947, "lr": 0.001, "mask_rcnn/accuracy": 0.8859558596165739, "mask_rcnn/false_negative": 0.08803791387627984, "mask_rcnn/false_positive": 0.13568154530915716, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 24.25, "time": 0.7787373848259449, "total_loss": 1.4598994933548965} {"data_time": 0.016043554060161114, "eta_seconds": 19963.911149077117, "iteration": 243539, "loss_fcos_cls": 0.19915149040753022, "loss_fcos_ctr": 0.6159350769594312, "loss_fcos_loc": 0.17631610203534365, "loss_mask": 0.24758682865649462, "loss_maskiou": 0.004515395892667584, "loss_sem_seg": 0.15951834747102112, "lr": 0.001, "mask_rcnn/accuracy": 0.8795799123220717, "mask_rcnn/false_negative": 0.099967311200653, "mask_rcnn/false_positive": 0.11821924090125008, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.25, "time": 0.7357460958883166, "total_loss": 1.400451633358898} {"data_time": 0.019255664199590683, "eta_seconds": 19934.398918230087, "iteration": 243559, "loss_fcos_cls": 0.20062356477137655, "loss_fcos_ctr": 0.612263354472816, "loss_fcos_loc": 0.1694599713664502, "loss_mask": 0.25685920659452677, "loss_maskiou": 0.004645216577046085, "loss_sem_seg": 0.18592999898828566, "lr": 0.001, "mask_rcnn/accuracy": 0.9025847839135654, "mask_rcnn/false_negative": 0.08752421871215126, "mask_rcnn/false_positive": 0.10849293815149189, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.5, "time": 0.7301803082227707, "total_loss": 1.430648588699114} {"data_time": 0.016060659661889076, "eta_seconds": 19917.706013518386, "iteration": 243579, "loss_fcos_cls": 0.1981027468573302, "loss_fcos_ctr": 0.6151077747344971, "loss_fcos_loc": 0.1735120570519939, "loss_mask": 0.269737315364182, "loss_maskiou": 0.00501632322993828, "loss_sem_seg": 0.21856317948549986, "lr": 0.001, "mask_rcnn/accuracy": 0.8899689186019235, "mask_rcnn/false_negative": 0.101369357530088, "mask_rcnn/false_positive": 0.14547885630276658, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.5, "time": 0.750037394464016, "total_loss": 1.4948490059323376} {"data_time": 0.016507687978446484, "eta_seconds": 19908.209096624516, "iteration": 243599, "loss_fcos_cls": 0.20833975286222994, "loss_fcos_ctr": 0.6171560287475586, "loss_fcos_loc": 0.17643810564186424, "loss_mask": 0.2503609452396631, "loss_maskiou": 0.004600753716658801, "loss_sem_seg": 0.17289649788290262, "lr": 0.001, "mask_rcnn/accuracy": 0.9003951295617962, "mask_rcnn/false_negative": 0.0902274458615859, "mask_rcnn/false_positive": 0.12488961804377573, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 35.5, "time": 0.7612158106639981, "total_loss": 1.4256583223468624} {"data_time": 0.01554297748953104, "eta_seconds": 19887.551657493226, "iteration": 243619, "loss_fcos_cls": 0.19939132640138268, "loss_fcos_ctr": 0.6161151211708784, "loss_fcos_loc": 0.16832241555675864, "loss_mask": 0.24976573884487152, "loss_maskiou": 0.004734842215839308, "loss_sem_seg": 0.17732159711886197, "lr": 0.001, "mask_rcnn/accuracy": 0.8998233908948194, "mask_rcnn/false_negative": 0.08225258843286587, "mask_rcnn/false_positive": 0.12116932546331154, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 27.5, "time": 0.7441935716196895, "total_loss": 1.4211971905169776} {"data_time": 0.01645705010741949, "eta_seconds": 19874.08531763032, "iteration": 243639, "loss_fcos_cls": 0.1939978909213096, "loss_fcos_ctr": 0.6151380743831396, "loss_fcos_loc": 0.16747804009355605, "loss_mask": 0.2514269705861807, "loss_maskiou": 0.004154651222052053, "loss_sem_seg": 0.17949957842938602, "lr": 0.001, "mask_rcnn/accuracy": 0.8880577904238618, "mask_rcnn/false_negative": 0.10635512281041196, "mask_rcnn/false_positive": 0.14219333091812728, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.75, "time": 0.7338434075936675, "total_loss": 1.4244271324569127} {"data_time": 0.01664568018168211, "eta_seconds": 19857.397301468067, "iteration": 243659, "loss_fcos_cls": 0.18927533947862685, "loss_fcos_ctr": 0.6176204904913902, "loss_fcos_loc": 0.17084619228262454, "loss_mask": 0.24957737606018782, "loss_maskiou": 0.004211786916130222, "loss_sem_seg": 0.189251389936544, "lr": 0.001, "mask_rcnn/accuracy": 0.8917453805846662, "mask_rcnn/false_negative": 0.10541226423379657, "mask_rcnn/false_positive": 0.10482234461700302, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 32.75, "time": 0.7486713016405702, "total_loss": 1.4169537423767906} {"data_time": 0.01635748613625765, "eta_seconds": 19842.320123455487, "iteration": 243679, "loss_fcos_cls": 0.20982494438067079, "loss_fcos_ctr": 0.6168841691687703, "loss_fcos_loc": 0.17912497255019844, "loss_mask": 0.252985205501318, "loss_maskiou": 0.004444345286174212, "loss_sem_seg": 0.21862973796669394, "lr": 0.001, "mask_rcnn/accuracy": 0.8668424091106461, "mask_rcnn/false_negative": 0.09894665570275663, "mask_rcnn/false_positive": 0.17546322774277046, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 25.75, "time": 0.7681270213797688, "total_loss": 1.5067546925019997} {"data_time": 0.015465283766388893, "eta_seconds": 19820.24549120944, "iteration": 243699, "loss_fcos_cls": 0.20852948958054185, "loss_fcos_ctr": 0.6159171746112406, "loss_fcos_loc": 0.17387129529379308, "loss_mask": 0.2512080483138561, "loss_maskiou": 0.004498980051721446, "loss_sem_seg": 0.21496361773461103, "lr": 0.001, "mask_rcnn/accuracy": 0.8910764775722364, "mask_rcnn/false_negative": 0.09027010876027194, "mask_rcnn/false_positive": 0.13199545153179096, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.25, "time": 0.7427997337654233, "total_loss": 1.465161224379699} {"data_time": 0.015586772933602333, "eta_seconds": 19791.43449592404, "iteration": 243719, "loss_fcos_cls": 0.194301352603361, "loss_fcos_ctr": 0.6169936656951904, "loss_fcos_loc": 0.17216435098089278, "loss_mask": 0.24404715560376644, "loss_maskiou": 0.004372228759166319, "loss_sem_seg": 0.19914092402905226, "lr": 0.001, "mask_rcnn/accuracy": 0.9165267907870174, "mask_rcnn/false_negative": 0.0707028898202601, "mask_rcnn/false_positive": 0.11293815592874912, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.0, "time": 0.748179230839014, "total_loss": 1.4232310930310632} {"data_time": 0.014816554263234138, "eta_seconds": 19767.562513918616, "iteration": 243739, "loss_fcos_cls": 0.20337861945154145, "loss_fcos_ctr": 0.6131491344422102, "loss_fcos_loc": 0.16853476013056934, "loss_mask": 0.26018637139350176, "loss_maskiou": 0.004672079514421057, "loss_sem_seg": 0.18085894756950438, "lr": 0.001, "mask_rcnn/accuracy": 0.8972060898827616, "mask_rcnn/false_negative": 0.0845170581347707, "mask_rcnn/false_positive": 0.12409900135347013, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 23.25, "time": 0.7450713403522968, "total_loss": 1.4118789191852557} {"data_time": 0.015842423774302006, "eta_seconds": 19749.32129163388, "iteration": 243759, "loss_fcos_cls": 0.20744707086123526, "loss_fcos_ctr": 0.6152195357717574, "loss_fcos_loc": 0.16402306803502142, "loss_mask": 0.24711508210748434, "loss_maskiou": 0.004289121119654737, "loss_sem_seg": 0.18900763406418264, "lr": 0.001, "mask_rcnn/accuracy": 0.8841353162143979, "mask_rcnn/false_negative": 0.10034213910536909, "mask_rcnn/false_positive": 0.12412017501648487, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.25, "time": 0.7393384529277682, "total_loss": 1.4128058075930312} {"data_time": 0.016109684482216835, "eta_seconds": 19740.66265484132, "iteration": 243779, "loss_fcos_cls": 0.19766125455498695, "loss_fcos_ctr": 0.6149366851896048, "loss_fcos_loc": 0.17793774837628007, "loss_mask": 0.25901806028559804, "loss_maskiou": 0.004887228747975314, "loss_sem_seg": 0.186886791838333, "lr": 0.001, "mask_rcnn/accuracy": 0.8959572465349777, "mask_rcnn/false_negative": 0.08350239370675762, "mask_rcnn/false_positive": 0.1124264092662989, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 25.5, "time": 0.753970175050199, "total_loss": 1.4392249649463338} {"data_time": 0.016508618369698524, "eta_seconds": 19730.0576573899, "iteration": 243799, "loss_fcos_cls": 0.2028836242388934, "loss_fcos_ctr": 0.6147714415565133, "loss_fcos_loc": 0.17432587454095483, "loss_mask": 0.25083915889263153, "loss_maskiou": 0.005097049004689325, "loss_sem_seg": 0.21184036461636424, "lr": 0.001, "mask_rcnn/accuracy": 0.8738446498002186, "mask_rcnn/false_negative": 0.10045094382804146, "mask_rcnn/false_positive": 0.15628337192295294, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 34.25, "time": 0.7528559835627675, "total_loss": 1.4795623115933267} {"data_time": 0.015656741335988045, "eta_seconds": 19729.814349467866, "iteration": 243819, "loss_fcos_cls": 0.20128452079370618, "loss_fcos_ctr": 0.6178188994526863, "loss_fcos_loc": 0.17840033752145246, "loss_mask": 0.27452845592051744, "loss_maskiou": 0.005170404034288367, "loss_sem_seg": 0.18371399119496346, "lr": 0.001, "mask_rcnn/accuracy": 0.8760015279778004, "mask_rcnn/false_negative": 0.10140181665920506, "mask_rcnn/false_positive": 0.13925640477265466, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 32.25, "time": 0.7535277204588056, "total_loss": 1.4846716342581203} {"data_time": 0.019682424142956734, "eta_seconds": 19718.699625147507, "iteration": 243839, "loss_fcos_cls": 0.20082945853937417, "loss_fcos_ctr": 0.6171180959790945, "loss_fcos_loc": 0.1764123346656561, "loss_mask": 0.2518913936801255, "loss_maskiou": 0.005288527114316821, "loss_sem_seg": 0.18533579434733838, "lr": 0.001, "mask_rcnn/accuracy": 0.8934119320805245, "mask_rcnn/false_negative": 0.0967838239524192, "mask_rcnn/false_positive": 0.10445140599739985, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 30.0, "time": 0.7629041858017445, "total_loss": 1.4391653321945341} {"data_time": 0.0176625307649374, "eta_seconds": 19714.323364961892, "iteration": 243859, "loss_fcos_cls": 0.20295937568880618, "loss_fcos_ctr": 0.6160831162706017, "loss_fcos_loc": 0.17238121514674276, "loss_mask": 0.2486663768067956, "loss_maskiou": 0.00462719736242434, "loss_sem_seg": 0.19604124315083027, "lr": 0.001, "mask_rcnn/accuracy": 0.8804421517276337, "mask_rcnn/false_negative": 0.08792998536437552, "mask_rcnn/false_positive": 0.13461717883176078, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 34.25, "time": 0.7692028814926744, "total_loss": 1.4638387205341132} {"data_time": 0.014663267880678177, "eta_seconds": 19691.54834332969, "iteration": 243879, "loss_fcos_cls": 0.2011693418608047, "loss_fcos_ctr": 0.61670973431319, "loss_fcos_loc": 0.17308768746443093, "loss_mask": 0.24610971147194505, "loss_maskiou": 0.004453268098586705, "loss_sem_seg": 0.18712521874113008, "lr": 0.001, "mask_rcnn/accuracy": 0.8960242766999991, "mask_rcnn/false_negative": 0.08781518487521199, "mask_rcnn/false_positive": 0.11894466269887938, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.75, "time": 0.7486443025991321, "total_loss": 1.4427260887241573} {"data_time": 0.01811603084206581, "eta_seconds": 19654.75496796053, "iteration": 243899, "loss_fcos_cls": 0.2015381809324026, "loss_fcos_ctr": 0.6173814507201314, "loss_fcos_loc": 0.1674001506762579, "loss_mask": 0.2506935093551874, "loss_maskiou": 0.004388907967950217, "loss_sem_seg": 0.183385054115206, "lr": 0.001, "mask_rcnn/accuracy": 0.9068260368663594, "mask_rcnn/false_negative": 0.09696913702903906, "mask_rcnn/false_positive": 0.10662517841858507, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.25, "time": 0.7401738772168756, "total_loss": 1.4258765100294113} {"data_time": 0.014943443238735199, "eta_seconds": 19646.185011123307, "iteration": 243919, "loss_fcos_cls": 0.2063919771462679, "loss_fcos_ctr": 0.6154122604057193, "loss_fcos_loc": 0.17815742653328925, "loss_mask": 0.25569322891533375, "loss_maskiou": 0.004583581896440592, "loss_sem_seg": 0.20886566955596209, "lr": 0.001, "mask_rcnn/accuracy": 0.8984936831875607, "mask_rcnn/false_negative": 0.06830365273477373, "mask_rcnn/false_positive": 0.10658105433161279, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 27.5, "time": 0.7659608507528901, "total_loss": 1.4842392090213252} {"data_time": 0.01635725051164627, "eta_seconds": 19615.2967624655, "iteration": 243939, "loss_fcos_cls": 0.20044688996858895, "loss_fcos_ctr": 0.6148831536993384, "loss_fcos_loc": 0.16797053522896022, "loss_mask": 0.2504922663792968, "loss_maskiou": 0.004381432830996346, "loss_sem_seg": 0.18617931380867958, "lr": 0.001, "mask_rcnn/accuracy": 0.895883231263643, "mask_rcnn/false_negative": 0.09383345879716469, "mask_rcnn/false_positive": 0.1269025359218816, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 30.25, "time": 0.744790930300951, "total_loss": 1.4297855894546956} {"data_time": 0.01686362363398075, "eta_seconds": 19603.430881351233, "iteration": 243959, "loss_fcos_cls": 0.20178942882921547, "loss_fcos_ctr": 0.6134011438116431, "loss_fcos_loc": 0.16231773234903812, "loss_mask": 0.2470832234248519, "loss_maskiou": 0.0046065865535638295, "loss_sem_seg": 0.19533887412399054, "lr": 0.001, "mask_rcnn/accuracy": 0.9073879551820728, "mask_rcnn/false_negative": 0.0810762316393283, "mask_rcnn/false_positive": 0.13032166968914807, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 25.5, "time": 0.767256923019886, "total_loss": 1.4147339283699694} {"data_time": 0.01783090364187956, "eta_seconds": 19591.12025802862, "iteration": 243979, "loss_fcos_cls": 0.20196701074019074, "loss_fcos_ctr": 0.6164592355489731, "loss_fcos_loc": 0.1786646877299063, "loss_mask": 0.26415963005274534, "loss_maskiou": 0.004811254628293682, "loss_sem_seg": 0.19137661764398217, "lr": 0.001, "mask_rcnn/accuracy": 0.904246628007561, "mask_rcnn/false_negative": 0.09311700318231456, "mask_rcnn/false_positive": 0.11039034729128176, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.25, "time": 0.7669803593307734, "total_loss": 1.4652391450072173} {"data_time": 0.015335961245000362, "eta_seconds": 19565.84031539876, "iteration": 243999, "loss_fcos_cls": 0.20211418997496367, "loss_fcos_ctr": 0.6143552460707724, "loss_fcos_loc": 0.16575095511507243, "loss_mask": 0.2562953606247902, "loss_maskiou": 0.004617802522261627, "loss_sem_seg": 0.19707657862454653, "lr": 0.001, "mask_rcnn/accuracy": 0.8791872518238064, "mask_rcnn/false_negative": 0.10144127579999644, "mask_rcnn/false_positive": 0.1413480092538768, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.25, "time": 0.7507693599909544, "total_loss": 1.4533974023215706} {"data_time": 0.018783463165163994, "eta_seconds": 19553.64187637437, "iteration": 244019, "loss_fcos_cls": 0.19706150307320058, "loss_fcos_ctr": 0.6166236829012632, "loss_fcos_loc": 0.17218391480855644, "loss_mask": 0.25891182105988264, "loss_maskiou": 0.005488353992404882, "loss_sem_seg": 0.20518084103241563, "lr": 0.001, "mask_rcnn/accuracy": 0.8715277777777777, "mask_rcnn/false_negative": 0.11283193939497854, "mask_rcnn/false_positive": 0.1357619432202296, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 30.5, "time": 0.7782097039744258, "total_loss": 1.4455882088877843} {"data_time": 0.015484269708395004, "eta_seconds": 19512.841328025796, "iteration": 244039, "loss_fcos_cls": 0.20981568982824683, "loss_fcos_ctr": 0.6176138389855623, "loss_fcos_loc": 0.17562250467017293, "loss_mask": 0.2493764078244567, "loss_maskiou": 0.004575516188197071, "loss_sem_seg": 0.2048003994859755, "lr": 0.001, "mask_rcnn/accuracy": 0.8959548104956268, "mask_rcnn/false_negative": 0.09205147763713903, "mask_rcnn/false_positive": 0.1243635812830689, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.5, "time": 0.7436637990176678, "total_loss": 1.4546815842331853} {"data_time": 0.016244513913989067, "eta_seconds": 19497.808901441284, "iteration": 244059, "loss_fcos_cls": 0.20377033529803157, "loss_fcos_ctr": 0.6143974382430315, "loss_fcos_loc": 0.17836131493095309, "loss_mask": 0.24973006080836058, "loss_maskiou": 0.0042574717226671055, "loss_sem_seg": 0.17854753136634827, "lr": 0.001, "mask_rcnn/accuracy": 0.9093422946101517, "mask_rcnn/false_negative": 0.07895572304402722, "mask_rcnn/false_positive": 0.10399275141635714, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 23.25, "time": 0.7571116080507636, "total_loss": 1.4410674486789503} {"data_time": 0.017385190352797508, "eta_seconds": 19487.06402799394, "iteration": 244079, "loss_fcos_cls": 0.19757941889110953, "loss_fcos_ctr": 0.6155861234292388, "loss_fcos_loc": 0.1726499069482088, "loss_mask": 0.24547901470214128, "loss_maskiou": 0.004144158046983648, "loss_sem_seg": 0.16906394460238516, "lr": 0.001, "mask_rcnn/accuracy": 0.8892291481810115, "mask_rcnn/false_negative": 0.08973655382136436, "mask_rcnn/false_positive": 0.1183300522737813, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.0, "time": 0.7483212221413851, "total_loss": 1.3908555631132913} {"data_time": 0.0167867885902524, "eta_seconds": 19467.74404827226, "iteration": 244099, "loss_fcos_cls": 0.1955496674636379, "loss_fcos_ctr": 0.6158466171473265, "loss_fcos_loc": 0.1696030660532415, "loss_mask": 0.25668714474886656, "loss_maskiou": 0.004514568368904293, "loss_sem_seg": 0.2034176429733634, "lr": 0.001, "mask_rcnn/accuracy": 0.8851494475169688, "mask_rcnn/false_negative": 0.09168041120786016, "mask_rcnn/false_positive": 0.15627025936101774, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 26.25, "time": 0.7444991385564208, "total_loss": 1.4300476938406064} {"data_time": 0.015195094048976898, "eta_seconds": 19449.517104629427, "iteration": 244119, "loss_fcos_cls": 0.1997014491353184, "loss_fcos_ctr": 0.615438406355679, "loss_fcos_loc": 0.17457917041610926, "loss_mask": 0.24827188719063997, "loss_maskiou": 0.004575604587444104, "loss_sem_seg": 0.1820246212882921, "lr": 0.001, "mask_rcnn/accuracy": 0.8795702407947306, "mask_rcnn/false_negative": 0.10053783423833469, "mask_rcnn/false_positive": 0.15939909130153607, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.5, "time": 0.766782971099019, "total_loss": 1.4385822307249327} {"data_time": 0.01542537473142147, "eta_seconds": 19447.604451525025, "iteration": 244139, "loss_fcos_cls": 0.20262240897864103, "loss_fcos_ctr": 0.615504864603281, "loss_fcos_loc": 0.17135587945813313, "loss_mask": 0.2496773088350892, "loss_maskiou": 0.004246939897711854, "loss_sem_seg": 0.18580251839011908, "lr": 0.001, "mask_rcnn/accuracy": 0.8794767907162865, "mask_rcnn/false_negative": 0.08927920889956156, "mask_rcnn/false_positive": 0.15336661596140244, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.25, "time": 0.7690144591033459, "total_loss": 1.4482439785424503} {"data_time": 0.0147629389539361, "eta_seconds": 19452.526123076677, "iteration": 244159, "loss_fcos_cls": 0.20149965398013592, "loss_fcos_ctr": 0.614214570261538, "loss_fcos_loc": 0.16397150454577059, "loss_mask": 0.2506448249332607, "loss_maskiou": 0.004559786553727463, "loss_sem_seg": 0.2011959224473685, "lr": 0.001, "mask_rcnn/accuracy": 0.8684430803571429, "mask_rcnn/false_negative": 0.11296882175006921, "mask_rcnn/false_positive": 0.13284925562237895, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.0, "time": 0.7590039605274796, "total_loss": 1.453703761115321} {"data_time": 0.015502376481890678, "eta_seconds": 19440.540954711847, "iteration": 244179, "loss_fcos_cls": 0.20338158146478236, "loss_fcos_ctr": 0.6144584808498621, "loss_fcos_loc": 0.16977287700865418, "loss_mask": 0.2606995343230665, "loss_maskiou": 0.00502271848381497, "loss_sem_seg": 0.1920722674112767, "lr": 0.001, "mask_rcnn/accuracy": 0.8823281429391504, "mask_rcnn/false_negative": 0.10911619910694732, "mask_rcnn/false_positive": 0.1291637951922062, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.5, "time": 0.7634413717314601, "total_loss": 1.4605155258977902} {"data_time": 0.01524755172431469, "eta_seconds": 19425.122132021934, "iteration": 244199, "loss_fcos_cls": 0.20311123377177864, "loss_fcos_ctr": 0.6142890863120556, "loss_fcos_loc": 0.16975284391082823, "loss_mask": 0.25898334803059697, "loss_maskiou": 0.004493493539484916, "loss_sem_seg": 0.17920938739553094, "lr": 0.001, "mask_rcnn/accuracy": 0.8892643569055529, "mask_rcnn/false_negative": 0.08971360176866927, "mask_rcnn/false_positive": 0.13795936654410612, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 34.0, "time": 0.7529734503477812, "total_loss": 1.4422203426147462} {"data_time": 0.016028269194066525, "eta_seconds": 19410.06448144093, "iteration": 244219, "loss_fcos_cls": 0.1996117311064154, "loss_fcos_ctr": 0.6146966563537717, "loss_fcos_loc": 0.16415582824265584, "loss_mask": 0.2576799774542451, "loss_maskiou": 0.0048659511085134, "loss_sem_seg": 0.19300544308498502, "lr": 0.001, "mask_rcnn/accuracy": 0.9097582085970277, "mask_rcnn/false_negative": 0.07990286860647408, "mask_rcnn/false_positive": 0.11011764426238421, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 24.0, "time": 0.752195792272687, "total_loss": 1.4199307874550868} {"data_time": 0.01597107108682394, "eta_seconds": 19395.00683085993, "iteration": 244239, "loss_fcos_cls": 0.19487519236281514, "loss_fcos_ctr": 0.6132650412619114, "loss_fcos_loc": 0.16712313517928123, "loss_mask": 0.2635920066386461, "loss_maskiou": 0.0054620783921564, "loss_sem_seg": 0.18856042670086026, "lr": 0.001, "mask_rcnn/accuracy": 0.9022302102659245, "mask_rcnn/false_negative": 0.08938524249432503, "mask_rcnn/false_positive": 0.11456663942965098, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 23.5, "time": 0.7504880512133241, "total_loss": 1.4371639174569282} {"data_time": 0.01561501994729042, "eta_seconds": 19380.30923338514, "iteration": 244259, "loss_fcos_cls": 0.2080380532424897, "loss_fcos_ctr": 0.6136716231703758, "loss_fcos_loc": 0.16696792654693127, "loss_mask": 0.24909888580441475, "loss_maskiou": 0.004564345370454248, "loss_sem_seg": 0.1865034094080329, "lr": 0.001, "mask_rcnn/accuracy": 0.8895861937822518, "mask_rcnn/false_negative": 0.09778767642852015, "mask_rcnn/false_positive": 0.1305466053042001, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.25, "time": 0.7545479889959097, "total_loss": 1.4290492345608072} {"data_time": 0.015912615694105625, "eta_seconds": 19386.320717331953, "iteration": 244279, "loss_fcos_cls": 0.20628210820723325, "loss_fcos_ctr": 0.6156370714306831, "loss_fcos_loc": 0.1697868825867772, "loss_mask": 0.25320659577846527, "loss_maskiou": 0.004517152112384792, "loss_sem_seg": 0.19264208991080523, "lr": 0.001, "mask_rcnn/accuracy": 0.8798352808865482, "mask_rcnn/false_negative": 0.10071250839061685, "mask_rcnn/false_positive": 0.1518577018095716, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 24.0, "time": 0.7618276635184884, "total_loss": 1.4658806630468462} {"data_time": 0.018343075178563595, "eta_seconds": 19356.604202382267, "iteration": 244299, "loss_fcos_cls": 0.20060900854878128, "loss_fcos_ctr": 0.6166957598179579, "loss_fcos_loc": 0.16823773214127868, "loss_mask": 0.2528517032042146, "loss_maskiou": 0.00483371339396399, "loss_sem_seg": 0.18104783724993467, "lr": 0.001, "mask_rcnn/accuracy": 0.8823050930898675, "mask_rcnn/false_negative": 0.09748872214633876, "mask_rcnn/false_positive": 0.13073460986588772, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.75, "time": 0.7528289286419749, "total_loss": 1.4273554431347293} {"data_time": 0.017492081969976425, "eta_seconds": 19334.77622853592, "iteration": 244319, "loss_fcos_cls": 0.19730425672605634, "loss_fcos_ctr": 0.6169112967327237, "loss_fcos_loc": 0.17514135781675577, "loss_mask": 0.25255575496703386, "loss_maskiou": 0.004121076101000654, "loss_sem_seg": 0.18339096033014357, "lr": 0.001, "mask_rcnn/accuracy": 0.9061300330943188, "mask_rcnn/false_negative": 0.0869237652588957, "mask_rcnn/false_positive": 0.10644781424909416, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 31.75, "time": 0.7451524725183845, "total_loss": 1.459549977487768} {"data_time": 0.015543531626462936, "eta_seconds": 19320.07751205843, "iteration": 244339, "loss_fcos_cls": 0.2060346221551299, "loss_fcos_ctr": 0.6167682795785367, "loss_fcos_loc": 0.1682952488772571, "loss_mask": 0.24224898219108582, "loss_maskiou": 0.004026864015031606, "loss_sem_seg": 0.1947019670624286, "lr": 0.001, "mask_rcnn/accuracy": 0.9021554273883466, "mask_rcnn/false_negative": 0.08373230128000148, "mask_rcnn/false_positive": 0.1098560479458229, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 26.0, "time": 0.7552739400416613, "total_loss": 1.4307469229679555} {"data_time": 0.015083360485732555, "eta_seconds": 19321.204280284233, "iteration": 244359, "loss_fcos_cls": 0.1947891148738563, "loss_fcos_ctr": 0.6140107018873096, "loss_fcos_loc": 0.17020128219155595, "loss_mask": 0.259370946791023, "loss_maskiou": 0.00492640865559224, "loss_sem_seg": 0.19604496657848358, "lr": 0.001, "mask_rcnn/accuracy": 0.8780454393706274, "mask_rcnn/false_negative": 0.09325888977205014, "mask_rcnn/false_positive": 0.14922649032858673, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 28.5, "time": 0.7636419264599681, "total_loss": 1.4346987716271542} {"data_time": 0.01706917490810156, "eta_seconds": 19289.603276792914, "iteration": 244379, "loss_fcos_cls": 0.1966296669561416, "loss_fcos_ctr": 0.6148089459165931, "loss_fcos_loc": 0.16695031529525295, "loss_mask": 0.24146482814103365, "loss_maskiou": 0.0045750009376206435, "loss_sem_seg": 0.1813511026557535, "lr": 0.001, "mask_rcnn/accuracy": 0.9178959513780942, "mask_rcnn/false_negative": 0.07752284508166943, "mask_rcnn/false_positive": 0.11302376456641429, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 22.0, "time": 0.743011225014925, "total_loss": 1.413982262922218} {"data_time": 0.01707240380346775, "eta_seconds": 19274.903721063398, "iteration": 244399, "loss_fcos_cls": 0.1986087893601507, "loss_fcos_ctr": 0.6151466695591807, "loss_fcos_loc": 0.16459043638315052, "loss_mask": 0.25771535001695156, "loss_maskiou": 0.004296131563023664, "loss_sem_seg": 0.21943526156246662, "lr": 0.001, "mask_rcnn/accuracy": 0.8899234693877551, "mask_rcnn/false_negative": 0.09905618074839101, "mask_rcnn/false_positive": 0.13901795564875796, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7571249399334192, "total_loss": 1.4561124859392294} {"data_time": 0.016261467710137367, "eta_seconds": 19256.803945451975, "iteration": 244419, "loss_fcos_cls": 0.2098173644626513, "loss_fcos_ctr": 0.613975920714438, "loss_fcos_loc": 0.17328017084219027, "loss_mask": 0.2661586245521903, "loss_maskiou": 0.004839389119297266, "loss_sem_seg": 0.1908388666342944, "lr": 0.001, "mask_rcnn/accuracy": 0.9017080046304236, "mask_rcnn/false_negative": 0.09375947655383673, "mask_rcnn/false_positive": 0.09626601280876632, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 24.0, "time": 0.7526694098487496, "total_loss": 1.4467220261649345} {"data_time": 0.017667907290160656, "eta_seconds": 19218.418467807584, "iteration": 244439, "loss_fcos_cls": 0.18923803698271513, "loss_fcos_ctr": 0.6164680253714323, "loss_fcos_loc": 0.15812503546476364, "loss_mask": 0.2478404836729169, "loss_maskiou": 0.004505682369199349, "loss_sem_seg": 0.18694755248725414, "lr": 0.001, "mask_rcnn/accuracy": 0.8941042010238439, "mask_rcnn/false_negative": 0.09103510486064186, "mask_rcnn/false_positive": 0.11707291379005969, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.0, "time": 0.7449629250913858, "total_loss": 1.3949955998141377} {"data_time": 0.015792996622622013, "eta_seconds": 19215.171960632317, "iteration": 244459, "loss_fcos_cls": 0.2008110424503684, "loss_fcos_ctr": 0.6157715613953769, "loss_fcos_loc": 0.16852954355999827, "loss_mask": 0.24858545092865825, "loss_maskiou": 0.004772611977386987, "loss_sem_seg": 0.17187994671985507, "lr": 0.001, "mask_rcnn/accuracy": 0.8834008105729854, "mask_rcnn/false_negative": 0.0866970318206123, "mask_rcnn/false_positive": 0.12659498138978034, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 32.5, "time": 0.7594725741073489, "total_loss": 1.408778160403017} {"data_time": 0.015957729890942574, "eta_seconds": 19196.66664561443, "iteration": 244479, "loss_fcos_cls": 0.19282541936263442, "loss_fcos_ctr": 0.6128147002309561, "loss_fcos_loc": 0.16588746651541442, "loss_mask": 0.25257128570228815, "loss_maskiou": 0.004590047494275495, "loss_sem_seg": 0.19621033855946735, "lr": 0.001, "mask_rcnn/accuracy": 0.8852570403602513, "mask_rcnn/false_negative": 0.10048295783650825, "mask_rcnn/false_positive": 0.12397308457782998, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 34.5, "time": 0.749921721406281, "total_loss": 1.4211473441755516} {"data_time": 0.017184045165777206, "eta_seconds": 19181.622825508937, "iteration": 244499, "loss_fcos_cls": 0.20856328413356096, "loss_fcos_ctr": 0.6145996693521738, "loss_fcos_loc": 0.16798347025178373, "loss_mask": 0.2588213342241943, "loss_maskiou": 0.005169187439605594, "loss_sem_seg": 0.1817223601974547, "lr": 0.001, "mask_rcnn/accuracy": 0.8825474695372655, "mask_rcnn/false_negative": 0.09953179250097528, "mask_rcnn/false_positive": 0.14265284424002883, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.0, "time": 0.7595520773902535, "total_loss": 1.4743646003989852} {"data_time": 0.017315860837697983, "eta_seconds": 19161.943124859594, "iteration": 244519, "loss_fcos_cls": 0.2022825259482488, "loss_fcos_ctr": 0.6186222778633237, "loss_fcos_loc": 0.17246939847245812, "loss_mask": 0.25879363995045424, "loss_maskiou": 0.004692750291724224, "loss_sem_seg": 0.1961939032189548, "lr": 0.001, "mask_rcnn/accuracy": 0.8806325371057514, "mask_rcnn/false_negative": 0.08214097217837231, "mask_rcnn/false_positive": 0.1524177708236234, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.75, "time": 0.7589967865496874, "total_loss": 1.4703979796977364} {"data_time": 0.01614430360496044, "eta_seconds": 19139.94008054305, "iteration": 244539, "loss_fcos_cls": 0.1961038496810943, "loss_fcos_ctr": 0.6135727576911449, "loss_fcos_loc": 0.16575358691625297, "loss_mask": 0.25278909504413605, "loss_maskiou": 0.004809893129277043, "loss_sem_seg": 0.1880303791258484, "lr": 0.001, "mask_rcnn/accuracy": 0.8813240721820643, "mask_rcnn/false_negative": 0.08875849291312503, "mask_rcnn/false_positive": 0.10794394034968541, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 25.75, "time": 0.7388803409412503, "total_loss": 1.412942235925584} {"data_time": 0.01852819975465536, "eta_seconds": 19128.19468093943, "iteration": 244559, "loss_fcos_cls": 0.2036411203444004, "loss_fcos_ctr": 0.6133322874084115, "loss_fcos_loc": 0.16897391655948013, "loss_mask": 0.25363804772496223, "loss_maskiou": 0.0041549556772224605, "loss_sem_seg": 0.20742172305472195, "lr": 0.001, "mask_rcnn/accuracy": 0.8965452460053789, "mask_rcnn/false_negative": 0.0982108113100627, "mask_rcnn/false_positive": 0.10299292420101298, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 19.25, "time": 0.7487628571689129, "total_loss": 1.4538101481011836} {"data_time": 0.015318895690143108, "eta_seconds": 19113.871165260673, "iteration": 244579, "loss_fcos_cls": 0.1950079787056893, "loss_fcos_ctr": 0.6146406205371022, "loss_fcos_loc": 0.16761549306102097, "loss_mask": 0.25458567775785923, "loss_maskiou": 0.0044891966608702205, "loss_sem_seg": 0.20901614055037498, "lr": 0.001, "mask_rcnn/accuracy": 0.8775802508503401, "mask_rcnn/false_negative": 0.1032265354499844, "mask_rcnn/false_positive": 0.13636947205431896, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 26.5, "time": 0.7526086652651429, "total_loss": 1.4328678973497517} {"data_time": 0.01780458353459835, "eta_seconds": 19094.835944616236, "iteration": 244599, "loss_fcos_cls": 0.20438580377958715, "loss_fcos_ctr": 0.6147342245094478, "loss_fcos_loc": 0.16970536077860743, "loss_mask": 0.2533577745780349, "loss_maskiou": 0.004720670753158629, "loss_sem_seg": 0.19198233087081462, "lr": 0.001, "mask_rcnn/accuracy": 0.8916244129230639, "mask_rcnn/false_negative": 0.08757007103439751, "mask_rcnn/false_positive": 0.13126398166626713, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 30.5, "time": 0.7463551368564367, "total_loss": 1.4605775781456032} {"data_time": 0.015889820642769337, "eta_seconds": 19083.08278750535, "iteration": 244619, "loss_fcos_cls": 0.2117727881995961, "loss_fcos_ctr": 0.6188918696716428, "loss_fcos_loc": 0.1787907662219368, "loss_mask": 0.25501862866804004, "loss_maskiou": 0.004664028172555845, "loss_sem_seg": 0.1991908559575677, "lr": 0.001, "mask_rcnn/accuracy": 0.8889229104563173, "mask_rcnn/false_negative": 0.08495587701972973, "mask_rcnn/false_positive": 0.11754028567197054, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 27.75, "time": 0.7649703659117222, "total_loss": 1.4707311275087704} {"data_time": 0.017881623469293118, "eta_seconds": 19081.919402719475, "iteration": 244639, "loss_fcos_cls": 0.20188116031931713, "loss_fcos_ctr": 0.6166582861915231, "loss_fcos_loc": 0.16993749281391501, "loss_mask": 0.24933462776243687, "loss_maskiou": 0.004622665310307639, "loss_sem_seg": 0.20430428022518754, "lr": 0.001, "mask_rcnn/accuracy": 0.8982337432481298, "mask_rcnn/false_negative": 0.08243068621894514, "mask_rcnn/false_positive": 0.09830327156624769, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.5, "time": 0.767813965678215, "total_loss": 1.4504200528026558} {"data_time": 0.015489514917135239, "eta_seconds": 19064.70665417891, "iteration": 244659, "loss_fcos_cls": 0.2022377752000466, "loss_fcos_ctr": 0.6180396871641278, "loss_fcos_loc": 0.1814562848303467, "loss_mask": 0.246130233630538, "loss_maskiou": 0.004220175324007869, "loss_sem_seg": 0.1896023848094046, "lr": 0.001, "mask_rcnn/accuracy": 0.8995567251625926, "mask_rcnn/false_negative": 0.10618695571923847, "mask_rcnn/false_positive": 0.10866585018090472, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.75, "time": 0.7445715209469199, "total_loss": 1.4547774190577911} {"data_time": 0.014857867732644081, "eta_seconds": 19037.970894071274, "iteration": 244679, "loss_fcos_cls": 0.20402299298439175, "loss_fcos_ctr": 0.6167754717171192, "loss_fcos_loc": 0.1720318757579662, "loss_mask": 0.24378619715571404, "loss_maskiou": 0.003939519185223617, "loss_sem_seg": 0.1817523455247283, "lr": 0.001, "mask_rcnn/accuracy": 0.9026181722689075, "mask_rcnn/false_negative": 0.09304457751160844, "mask_rcnn/false_positive": 0.12373511830190949, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7458889121189713, "total_loss": 1.4123037780045706} {"data_time": 0.016173060052096844, "eta_seconds": 19036.774685864337, "iteration": 244699, "loss_fcos_cls": 0.20426248316653073, "loss_fcos_ctr": 0.6167970318347216, "loss_fcos_loc": 0.1754535639192909, "loss_mask": 0.2740034949965775, "loss_maskiou": 0.004867646799539216, "loss_sem_seg": 0.19484641263261437, "lr": 0.001, "mask_rcnn/accuracy": 0.8800677491062945, "mask_rcnn/false_negative": 0.09111823205108496, "mask_rcnn/false_positive": 0.13594657840530822, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 26.0, "time": 0.7682838579639792, "total_loss": 1.460003524509375} {"data_time": 0.015515976585447788, "eta_seconds": 19030.97066357732, "iteration": 244719, "loss_fcos_cls": 0.20354242739267647, "loss_fcos_ctr": 0.6143077001906931, "loss_fcos_loc": 0.1744697482790798, "loss_mask": 0.24915387947112322, "loss_maskiou": 0.004227362194797024, "loss_sem_seg": 0.18462423072196543, "lr": 0.001, "mask_rcnn/accuracy": 0.8906131096506399, "mask_rcnn/false_negative": 0.08399769718735735, "mask_rcnn/false_positive": 0.12872376590370394, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.75, "time": 0.7533973390236497, "total_loss": 1.421663224697113} {"data_time": 0.016120641492307186, "eta_seconds": 19027.82451381907, "iteration": 244739, "loss_fcos_cls": 0.19828345847781748, "loss_fcos_ctr": 0.6133643402718008, "loss_fcos_loc": 0.16278233961202204, "loss_mask": 0.2425555344671011, "loss_maskiou": 0.004616451442416292, "loss_sem_seg": 0.1738173554185778, "lr": 0.001, "mask_rcnn/accuracy": 0.8955558826094541, "mask_rcnn/false_negative": 0.08725462933455455, "mask_rcnn/false_positive": 0.0915531549440344, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 22.25, "time": 0.7540147248655558, "total_loss": 1.407460240614455} {"data_time": 0.016797194257378578, "eta_seconds": 19019.75374649372, "iteration": 244759, "loss_fcos_cls": 0.19848473905585706, "loss_fcos_ctr": 0.6142650991678238, "loss_fcos_loc": 0.16453803959302604, "loss_mask": 0.2583586014807224, "loss_maskiou": 0.004847863190661883, "loss_sem_seg": 0.20400811359286308, "lr": 0.001, "mask_rcnn/accuracy": 0.903370596205962, "mask_rcnn/false_negative": 0.08762834865460448, "mask_rcnn/false_positive": 0.11661569922977483, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 33.75, "time": 0.7565310457721353, "total_loss": 1.45280325850581} {"data_time": 0.017097240313887596, "eta_seconds": 19007.44140585512, "iteration": 244779, "loss_fcos_cls": 0.2026172939222306, "loss_fcos_ctr": 0.6203653300181031, "loss_fcos_loc": 0.18119315040530637, "loss_mask": 0.2612455701455474, "loss_maskiou": 0.004573784364765743, "loss_sem_seg": 0.198415398132056, "lr": 0.001, "mask_rcnn/accuracy": 0.8820982057481628, "mask_rcnn/false_negative": 0.1070094343836697, "mask_rcnn/false_positive": 0.13734584744128808, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.5, "time": 0.7606287943199277, "total_loss": 1.4644203886891773} {"data_time": 0.01638943236321211, "eta_seconds": 18994.388569553383, "iteration": 244799, "loss_fcos_cls": 0.20296235685236752, "loss_fcos_ctr": 0.6164584960788488, "loss_fcos_loc": 0.17192069138400257, "loss_mask": 0.2577402088791132, "loss_maskiou": 0.00418486182752531, "loss_sem_seg": 0.19458688946906477, "lr": 0.001, "mask_rcnn/accuracy": 0.8861825322234157, "mask_rcnn/false_negative": 0.08555431000623234, "mask_rcnn/false_positive": 0.18200521391401203, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.25, "time": 0.7558347387239337, "total_loss": 1.4224224407662405} {"data_time": 0.01793844811618328, "eta_seconds": 18978.68209393788, "iteration": 244819, "loss_fcos_cls": 0.21213480830192566, "loss_fcos_ctr": 0.6149350479245186, "loss_fcos_loc": 0.16520423570182174, "loss_mask": 0.24942695256322622, "loss_maskiou": 0.0044666058965958655, "loss_sem_seg": 0.19178234599530697, "lr": 0.001, "mask_rcnn/accuracy": 0.8874644464567933, "mask_rcnn/false_negative": 0.08957283583308719, "mask_rcnn/false_positive": 0.13175560756337895, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 32.25, "time": 0.7432206319645047, "total_loss": 1.4304079678768176} {"data_time": 0.01574803702533245, "eta_seconds": 18959.471653877757, "iteration": 244839, "loss_fcos_cls": 0.20272338343784213, "loss_fcos_ctr": 0.615867898799479, "loss_fcos_loc": 0.1691198879852891, "loss_mask": 0.24975662538781762, "loss_maskiou": 0.0042329077259637415, "loss_sem_seg": 0.1833140670787543, "lr": 0.001, "mask_rcnn/accuracy": 0.8907108151105527, "mask_rcnn/false_negative": 0.10077920150802817, "mask_rcnn/false_positive": 0.12240144370171105, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.5, "time": 0.7711640615016222, "total_loss": 1.4339234925428173} {"data_time": 0.015692503191530704, "eta_seconds": 18937.43462657556, "iteration": 244859, "loss_fcos_cls": 0.19968906103167683, "loss_fcos_ctr": 0.616224869620055, "loss_fcos_loc": 0.17115729209035635, "loss_mask": 0.24349853489547968, "loss_maskiou": 0.004254759765899507, "loss_sem_seg": 0.19749118899926543, "lr": 0.001, "mask_rcnn/accuracy": 0.8896589191232048, "mask_rcnn/false_negative": 0.10301010264823893, "mask_rcnn/false_positive": 0.13499095955411822, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 31.75, "time": 0.7580483863130212, "total_loss": 1.4282026584041887} {"data_time": 0.016844297759234905, "eta_seconds": 18937.013843500987, "iteration": 244879, "loss_fcos_cls": 0.2032336968695745, "loss_fcos_ctr": 0.6172824194654822, "loss_fcos_loc": 0.17945818073349074, "loss_mask": 0.25312356650829315, "loss_maskiou": 0.004678297234931961, "loss_sem_seg": 0.1843825433170423, "lr": 0.001, "mask_rcnn/accuracy": 0.8744418081568703, "mask_rcnn/false_negative": 0.08297625099451093, "mask_rcnn/false_positive": 0.1457498056863218, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 35.5, "time": 0.7603620169684291, "total_loss": 1.4410105074275634} {"data_time": 0.016446003690361977, "eta_seconds": 18935.527987615205, "iteration": 244899, "loss_fcos_cls": 0.20214016386307776, "loss_fcos_ctr": 0.6180226914584637, "loss_fcos_loc": 0.17617350886575878, "loss_mask": 0.2653868468478322, "loss_maskiou": 0.004777921392815188, "loss_sem_seg": 0.1959230676293373, "lr": 0.001, "mask_rcnn/accuracy": 0.8959221840280513, "mask_rcnn/false_negative": 0.08316796966978013, "mask_rcnn/false_positive": 0.11616628444363991, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 23.75, "time": 0.7572063505649567, "total_loss": 1.4593702808269882} {"data_time": 0.0158954169601202, "eta_seconds": 18920.440518599935, "iteration": 244919, "loss_fcos_cls": 0.1959382217610255, "loss_fcos_ctr": 0.6134066404774785, "loss_fcos_loc": 0.17223603604361415, "loss_mask": 0.24447958171367645, "loss_maskiou": 0.004555726602120558, "loss_sem_seg": 0.19854240294080228, "lr": 0.001, "mask_rcnn/accuracy": 0.8922146662023422, "mask_rcnn/false_negative": 0.09727362303135781, "mask_rcnn/false_positive": 0.10827166579184427, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7623569360002875, "total_loss": 1.4415717959509493} {"data_time": 0.014963279478251934, "eta_seconds": 18897.437120905146, "iteration": 244939, "loss_fcos_cls": 0.19887337216641754, "loss_fcos_ctr": 0.6147555368952453, "loss_fcos_loc": 0.1642697516363114, "loss_mask": 0.24325838312506676, "loss_maskiou": 0.0042085214154212736, "loss_sem_seg": 0.1890117998700589, "lr": 0.001, "mask_rcnn/accuracy": 0.8924100394125905, "mask_rcnn/false_negative": 0.08771590292954524, "mask_rcnn/false_positive": 0.1291423481891296, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.0, "time": 0.7471615169197321, "total_loss": 1.4073959977249615} {"data_time": 0.01671747211366892, "eta_seconds": 18871.631786338985, "iteration": 244959, "loss_fcos_cls": 0.21367149706929922, "loss_fcos_ctr": 0.6131426617503166, "loss_fcos_loc": 0.1618808797793463, "loss_mask": 0.24749855231493711, "loss_maskiou": 0.004718984702776652, "loss_sem_seg": 0.20272314292378724, "lr": 0.001, "mask_rcnn/accuracy": 0.8833939017417312, "mask_rcnn/false_negative": 0.08884654406331069, "mask_rcnn/false_positive": 0.13891178564419254, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.0, "time": 0.7408174565061927, "total_loss": 1.4564354764243035} {"data_time": 0.017929919064044952, "eta_seconds": 18847.04473933205, "iteration": 244979, "loss_fcos_cls": 0.20067861396819353, "loss_fcos_ctr": 0.6140236100181937, "loss_fcos_loc": 0.15937349712476134, "loss_mask": 0.2425536522641778, "loss_maskiou": 0.004390785438772582, "loss_sem_seg": 0.16779001615941525, "lr": 0.001, "mask_rcnn/accuracy": 0.9052689556683917, "mask_rcnn/false_negative": 0.08323007170100823, "mask_rcnn/false_positive": 0.10984763352564023, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.75, "time": 0.7515386315062642, "total_loss": 1.4086082821368109} {"data_time": 0.015066675841808319, "eta_seconds": 18846.554002681747, "iteration": 244999, "loss_fcos_cls": 0.20781227527186275, "loss_fcos_ctr": 0.6184845417737961, "loss_fcos_loc": 0.17143806966487318, "loss_mask": 0.2522169603034854, "loss_maskiou": 0.0041999468303401954, "loss_sem_seg": 0.18832493969239295, "lr": 0.001, "mask_rcnn/accuracy": 0.8917297290817153, "mask_rcnn/false_negative": 0.08535946973621025, "mask_rcnn/false_positive": 0.11061122160192277, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.25, "time": 0.769473496824503, "total_loss": 1.4456047938147094} {"data_time": 0.017326421104371548, "eta_seconds": 18820.196799290366, "iteration": 245019, "loss_fcos_cls": 0.201611083408352, "loss_fcos_ctr": 0.6145839644595981, "loss_fcos_loc": 0.17018153227400035, "loss_mask": 0.25055734999477863, "loss_maskiou": 0.004294765603845008, "loss_sem_seg": 0.20403514662757516, "lr": 0.001, "mask_rcnn/accuracy": 0.8737429511278195, "mask_rcnn/false_negative": 0.0854158045293738, "mask_rcnn/false_positive": 0.1345882358155832, "roi_head/num_bg_samples": 74.0, "roi_head/num_fg_samples": 32.5, "time": 0.7455737302079797, "total_loss": 1.4444512945774477} {"data_time": 0.017180146649479866, "eta_seconds": 18822.031362472102, "iteration": 245039, "loss_fcos_cls": 0.20713600749149919, "loss_fcos_ctr": 0.6153513449244201, "loss_fcos_loc": 0.16316793323494494, "loss_mask": 0.24834780301898718, "loss_maskiou": 0.004282858040824067, "loss_sem_seg": 0.1857350827776827, "lr": 0.001, "mask_rcnn/accuracy": 0.8824521460682175, "mask_rcnn/false_negative": 0.09800700558444919, "mask_rcnn/false_positive": 0.13332733979046557, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 27.0, "time": 0.7597393607720733, "total_loss": 1.3895327544378233} {"data_time": 0.016284309327602386, "eta_seconds": 18813.8783449037, "iteration": 245059, "loss_fcos_cls": 0.19102918403223157, "loss_fcos_ctr": 0.6174215460196137, "loss_fcos_loc": 0.17987973697017878, "loss_mask": 0.2469598106108606, "loss_maskiou": 0.004618032646249048, "loss_sem_seg": 0.1895413980819285, "lr": 0.001, "mask_rcnn/accuracy": 0.8800063775510205, "mask_rcnn/false_negative": 0.11032558363048944, "mask_rcnn/false_positive": 0.13608274218476787, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 23.5, "time": 0.7760311588644981, "total_loss": 1.4270492403011303} {"data_time": 0.017354714684188366, "eta_seconds": 18796.929400968365, "iteration": 245079, "loss_fcos_cls": 0.19352769886609167, "loss_fcos_ctr": 0.616218987852335, "loss_fcos_loc": 0.1712593591073528, "loss_mask": 0.25082388892769814, "loss_maskiou": 0.004500520786677953, "loss_sem_seg": 0.1946832046378404, "lr": 0.001, "mask_rcnn/accuracy": 0.8892288961038961, "mask_rcnn/false_negative": 0.09563698792792516, "mask_rcnn/false_positive": 0.1363380308735329, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.75, "time": 0.7446518996730447, "total_loss": 1.432598157080065} {"data_time": 0.01729085110127926, "eta_seconds": 18790.314674234018, "iteration": 245099, "loss_fcos_cls": 0.20325104426592588, "loss_fcos_ctr": 0.6145513989031315, "loss_fcos_loc": 0.16849423857638612, "loss_mask": 0.24054298177361488, "loss_maskiou": 0.00391066848533228, "loss_sem_seg": 0.17626126552931964, "lr": 0.001, "mask_rcnn/accuracy": 0.898299943685618, "mask_rcnn/false_negative": 0.09339243660395566, "mask_rcnn/false_positive": 0.11286570983166408, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 28.25, "time": 0.7633072743192315, "total_loss": 1.4238725339710072} {"data_time": 0.01746299210935831, "eta_seconds": 18766.758975381963, "iteration": 245119, "loss_fcos_cls": 0.18792027211748064, "loss_fcos_ctr": 0.6142466049641371, "loss_fcos_loc": 0.16915686428546906, "loss_mask": 0.24505834188312292, "loss_maskiou": 0.004527145603788085, "loss_sem_seg": 0.18517246516421437, "lr": 0.001, "mask_rcnn/accuracy": 0.8918253514220333, "mask_rcnn/false_negative": 0.09175588039666796, "mask_rcnn/false_positive": 0.12782397253775418, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.0, "time": 0.7434554323554039, "total_loss": 1.4043145166260729} {"data_time": 0.01566121820360422, "eta_seconds": 18737.97113172803, "iteration": 245139, "loss_fcos_cls": 0.1973641156218946, "loss_fcos_ctr": 0.6173116178251803, "loss_fcos_loc": 0.17783096543280408, "loss_mask": 0.24822106212377548, "loss_maskiou": 0.004285003124095965, "loss_sem_seg": 0.18922958988696337, "lr": 0.001, "mask_rcnn/accuracy": 0.8953148332503733, "mask_rcnn/false_negative": 0.08566965608795828, "mask_rcnn/false_positive": 0.10981333547636979, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 24.5, "time": 0.7406869996339083, "total_loss": 1.4301664382219315} {"data_time": 0.016203914768993855, "eta_seconds": 18722.896942329593, "iteration": 245159, "loss_fcos_cls": 0.1950356267625466, "loss_fcos_ctr": 0.6131336367689073, "loss_fcos_loc": 0.15853089629672468, "loss_mask": 0.2486150013282895, "loss_maskiou": 0.00464833256410202, "loss_sem_seg": 0.2010627635754645, "lr": 0.001, "mask_rcnn/accuracy": 0.8931896699118961, "mask_rcnn/false_negative": 0.07975993876332729, "mask_rcnn/false_positive": 0.12991488839334914, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 33.5, "time": 0.7530882842838764, "total_loss": 1.42813442152692} {"data_time": 0.016094109043478966, "eta_seconds": 18711.490463580936, "iteration": 245179, "loss_fcos_cls": 0.19455754000227898, "loss_fcos_ctr": 0.614837353117764, "loss_fcos_loc": 0.17144009587354958, "loss_mask": 0.25900375097990036, "loss_maskiou": 0.0049937756957660895, "loss_sem_seg": 0.19210435426793993, "lr": 0.001, "mask_rcnn/accuracy": 0.875515985927338, "mask_rcnn/false_negative": 0.09808126980954004, "mask_rcnn/false_positive": 0.12576181267627426, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 36.75, "time": 0.7788826497271657, "total_loss": 1.4349946005968377} {"data_time": 0.015176556073129177, "eta_seconds": 18706.418124209158, "iteration": 245199, "loss_fcos_cls": 0.2062975176377222, "loss_fcos_ctr": 0.6163515718653798, "loss_fcos_loc": 0.17303867253940552, "loss_mask": 0.2492410889826715, "loss_maskiou": 0.0041741549503058195, "loss_sem_seg": 0.17284130956977606, "lr": 0.001, "mask_rcnn/accuracy": 0.9006986317254175, "mask_rcnn/false_negative": 0.08368260460847382, "mask_rcnn/false_positive": 0.10667192948535914, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.5, "time": 0.7616661237552762, "total_loss": 1.4243872961669695} {"data_time": 0.015163658186793327, "eta_seconds": 18694.128483370878, "iteration": 245219, "loss_fcos_cls": 0.20734895626083016, "loss_fcos_ctr": 0.614949787966907, "loss_fcos_loc": 0.1675719148479402, "loss_mask": 0.2464484740048647, "loss_maskiou": 0.004461175274627749, "loss_sem_seg": 0.1801585671491921, "lr": 0.001, "mask_rcnn/accuracy": 0.891636476457905, "mask_rcnn/false_negative": 0.10390968028475242, "mask_rcnn/false_positive": 0.13571488071882537, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.25, "time": 0.772334611043334, "total_loss": 1.4498293958458817} {"data_time": 0.016902942210435867, "eta_seconds": 18671.219845606014, "iteration": 245239, "loss_fcos_cls": 0.19912559387739748, "loss_fcos_ctr": 0.6151919271796942, "loss_fcos_loc": 0.16539238399127498, "loss_mask": 0.23824386578053236, "loss_maskiou": 0.004148664709646255, "loss_sem_seg": 0.17283022427000105, "lr": 0.001, "mask_rcnn/accuracy": 0.8983847705748966, "mask_rcnn/false_negative": 0.06502622375183342, "mask_rcnn/false_positive": 0.14560348318765692, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 27.5, "time": 0.7392567116767168, "total_loss": 1.4064952270200592} {"data_time": 0.017917833290994167, "eta_seconds": 18661.162485829554, "iteration": 245259, "loss_fcos_cls": 0.19213193940231577, "loss_fcos_ctr": 0.6129561336711049, "loss_fcos_loc": 0.16402034694328904, "loss_mask": 0.26144867669790983, "loss_maskiou": 0.004895778649370186, "loss_sem_seg": 0.18669952754862607, "lr": 0.001, "mask_rcnn/accuracy": 0.8734980780930258, "mask_rcnn/false_negative": 0.10125260994129018, "mask_rcnn/false_positive": 0.1546671432444918, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 30.0, "time": 0.76703941822052, "total_loss": 1.4445928979403106} {"data_time": 0.015608164481818676, "eta_seconds": 18630.47040414065, "iteration": 245279, "loss_fcos_cls": 0.20421738410368562, "loss_fcos_ctr": 0.6196144307032228, "loss_fcos_loc": 0.17874943095375784, "loss_mask": 0.25007409416139126, "loss_maskiou": 0.00451180397067219, "loss_sem_seg": 0.18367300287354738, "lr": 0.001, "mask_rcnn/accuracy": 0.8917115457294029, "mask_rcnn/false_negative": 0.08620685850883675, "mask_rcnn/false_positive": 0.12869861117740294, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 24.25, "time": 0.74196822848171, "total_loss": 1.4532487991964445} {"data_time": 0.017505786381661892, "eta_seconds": 18615.397817753255, "iteration": 245299, "loss_fcos_cls": 0.19414742151275277, "loss_fcos_ctr": 0.6153267798945308, "loss_fcos_loc": 0.16833556408528239, "loss_mask": 0.2536855824291706, "loss_maskiou": 0.004845596005907282, "loss_sem_seg": 0.18501098500564694, "lr": 0.001, "mask_rcnn/accuracy": 0.8881545706380022, "mask_rcnn/false_negative": 0.09718049656250302, "mask_rcnn/false_positive": 0.11202777747545115, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 32.0, "time": 0.7561626369133592, "total_loss": 1.4516022509487811} {"data_time": 0.016746106557548046, "eta_seconds": 18610.89523885958, "iteration": 245319, "loss_fcos_cls": 0.2083589934045449, "loss_fcos_ctr": 0.6140005900524557, "loss_fcos_loc": 0.1695143550168723, "loss_mask": 0.2557331006973982, "loss_maskiou": 0.005055532819824293, "loss_sem_seg": 0.21888784365728498, "lr": 0.001, "mask_rcnn/accuracy": 0.8885190274318013, "mask_rcnn/false_negative": 0.09600727809387324, "mask_rcnn/false_positive": 0.12383146064991607, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.0, "time": 0.7595260394737124, "total_loss": 1.4754059753795445} {"data_time": 0.015290339477360249, "eta_seconds": 18590.87330576405, "iteration": 245339, "loss_fcos_cls": 0.1965175242512487, "loss_fcos_ctr": 0.6156326970085502, "loss_fcos_loc": 0.15930991427740082, "loss_mask": 0.24380939733237028, "loss_maskiou": 0.0038319036684697494, "loss_sem_seg": 0.18315451871603727, "lr": 0.001, "mask_rcnn/accuracy": 0.8872233659289758, "mask_rcnn/false_negative": 0.08794409213260204, "mask_rcnn/false_positive": 0.13866244845385545, "roi_head/num_bg_samples": 44.0, "roi_head/num_fg_samples": 24.75, "time": 0.7365386355668306, "total_loss": 1.4134185282255203} {"data_time": 0.01771854143589735, "eta_seconds": 18572.776729158126, "iteration": 245359, "loss_fcos_cls": 0.1999820036580786, "loss_fcos_ctr": 0.6160510205663741, "loss_fcos_loc": 0.16827789950184524, "loss_mask": 0.2531640799716115, "loss_maskiou": 0.004472973210795317, "loss_sem_seg": 0.19756232458166778, "lr": 0.001, "mask_rcnn/accuracy": 0.8948476100966702, "mask_rcnn/false_negative": 0.10027743457013188, "mask_rcnn/false_positive": 0.12559532557277883, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 26.75, "time": 0.7616280410438776, "total_loss": 1.4449394222028786} {"data_time": 0.015261173248291016, "eta_seconds": 18555.107472203672, "iteration": 245379, "loss_fcos_cls": 0.19756445358507335, "loss_fcos_ctr": 0.6153978742659092, "loss_fcos_loc": 0.1687276044394821, "loss_mask": 0.2519015143625438, "loss_maskiou": 0.004393078470457112, "loss_sem_seg": 0.17699273070320487, "lr": 0.001, "mask_rcnn/accuracy": 0.8857227853630419, "mask_rcnn/false_negative": 0.08502303201816983, "mask_rcnn/false_positive": 0.130002281409139, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 25.75, "time": 0.7409517364576459, "total_loss": 1.424180017245817} {"data_time": 0.017304268665611744, "eta_seconds": 18536.066390676424, "iteration": 245399, "loss_fcos_cls": 0.2089459307026118, "loss_fcos_ctr": 0.6153308479115367, "loss_fcos_loc": 0.16932121303398162, "loss_mask": 0.256739622913301, "loss_maskiou": 0.00484929556841962, "loss_sem_seg": 0.19306053966283798, "lr": 0.001, "mask_rcnn/accuracy": 0.8951203268918186, "mask_rcnn/false_negative": 0.09352198548757158, "mask_rcnn/false_positive": 0.11135926896917511, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 22.75, "time": 0.72134661488235, "total_loss": 1.4146122010424733} {"data_time": 0.015787051990628242, "eta_seconds": 18524.96229942888, "iteration": 245419, "loss_fcos_cls": 0.19847166759427637, "loss_fcos_ctr": 0.6154040182009339, "loss_fcos_loc": 0.16139910015044734, "loss_mask": 0.25833943020552397, "loss_maskiou": 0.004389149064081721, "loss_sem_seg": 0.18803184805437922, "lr": 0.001, "mask_rcnn/accuracy": 0.8970164841010884, "mask_rcnn/false_negative": 0.08793860109689758, "mask_rcnn/false_positive": 0.12099434616017068, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.75, "time": 0.7653658268973231, "total_loss": 1.4201894423167687} {"data_time": 0.016297200694680214, "eta_seconds": 18522.58794394601, "iteration": 245439, "loss_fcos_cls": 0.20155892265029252, "loss_fcos_ctr": 0.6166989682242274, "loss_fcos_loc": 0.16053286450915039, "loss_mask": 0.24310589116066694, "loss_maskiou": 0.004807038145372644, "loss_sem_seg": 0.1852436037734151, "lr": 0.001, "mask_rcnn/accuracy": 0.9086077047778176, "mask_rcnn/false_negative": 0.09216674089334106, "mask_rcnn/false_positive": 0.1085558244209342, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 25.75, "time": 0.7623456371948123, "total_loss": 1.4142895302938996} {"data_time": 0.01560165360569954, "eta_seconds": 18514.238913376816, "iteration": 245459, "loss_fcos_cls": 0.20267987012630329, "loss_fcos_ctr": 0.6162004214711487, "loss_fcos_loc": 0.16911611333489418, "loss_mask": 0.25241084583103657, "loss_maskiou": 0.004209736129269004, "loss_sem_seg": 0.1992138372734189, "lr": 0.001, "mask_rcnn/accuracy": 0.8774548783477355, "mask_rcnn/false_negative": 0.10978429468725207, "mask_rcnn/false_positive": 0.15088269497201812, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 33.0, "time": 0.7754890685901046, "total_loss": 1.4435763070032408} {"data_time": 0.01604528073221445, "eta_seconds": 18510.50825590454, "iteration": 245479, "loss_fcos_cls": 0.21610861644148827, "loss_fcos_ctr": 0.6175113543868065, "loss_fcos_loc": 0.17721350863575935, "loss_mask": 0.26071272045373917, "loss_maskiou": 0.004897995437204372, "loss_sem_seg": 0.17467441339977086, "lr": 0.001, "mask_rcnn/accuracy": 0.8724369464767039, "mask_rcnn/false_negative": 0.09445839388179467, "mask_rcnn/false_positive": 0.17083591781549803, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.75, "time": 0.7566650854423642, "total_loss": 1.4555849105599918} {"data_time": 0.015336806885898113, "eta_seconds": 18499.097244802862, "iteration": 245499, "loss_fcos_cls": 0.20341492589795962, "loss_fcos_ctr": 0.6177318883128464, "loss_fcos_loc": 0.1784198726527393, "loss_mask": 0.26398854330182076, "loss_maskiou": 0.004561824127449654, "loss_sem_seg": 0.19624725042376667, "lr": 0.001, "mask_rcnn/accuracy": 0.8815759637188209, "mask_rcnn/false_negative": 0.09212578473954416, "mask_rcnn/false_positive": 0.12515704678977585, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 26.25, "time": 0.7601634413003922, "total_loss": 1.4832756318792235} {"data_time": 0.015769990161061287, "eta_seconds": 18485.63040715549, "iteration": 245519, "loss_fcos_cls": 0.2000717732589692, "loss_fcos_ctr": 0.6160267554223537, "loss_fcos_loc": 0.17421785421902314, "loss_mask": 0.2568608596920967, "loss_maskiou": 0.004363097239547642, "loss_sem_seg": 0.18622484640218318, "lr": 0.001, "mask_rcnn/accuracy": 0.895875016673336, "mask_rcnn/false_negative": 0.08889162853044166, "mask_rcnn/false_positive": 0.13167796118100908, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 27.5, "time": 0.7653560796752572, "total_loss": 1.4292931660747854} {"data_time": 0.017966169863939285, "eta_seconds": 18494.20150515251, "iteration": 245539, "loss_fcos_cls": 0.20263226539827883, "loss_fcos_ctr": 0.6166987442411482, "loss_fcos_loc": 0.17109504010295495, "loss_mask": 0.25582343339920044, "loss_maskiou": 0.004522632283624262, "loss_sem_seg": 0.18909587536472827, "lr": 0.001, "mask_rcnn/accuracy": 0.8879520229144289, "mask_rcnn/false_negative": 0.10193853765636308, "mask_rcnn/false_positive": 0.12136413526204926, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 26.5, "time": 0.7587271984666586, "total_loss": 1.4570728490507463} {"data_time": 0.017044643871486187, "eta_seconds": 18482.091895750724, "iteration": 245559, "loss_fcos_cls": 0.19276261783670634, "loss_fcos_ctr": 0.6140834139660001, "loss_fcos_loc": 0.16584640450309962, "loss_mask": 0.2511448650620878, "loss_maskiou": 0.0042744297279568855, "loss_sem_seg": 0.18475178023800254, "lr": 0.001, "mask_rcnn/accuracy": 0.890012330298183, "mask_rcnn/false_negative": 0.10604307646598615, "mask_rcnn/false_positive": 0.1324566079910173, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 34.5, "time": 0.7580062290653586, "total_loss": 1.4170404292817693} {"data_time": 0.01655788253992796, "eta_seconds": 18477.072658536956, "iteration": 245579, "loss_fcos_cls": 0.20134727546246722, "loss_fcos_ctr": 0.6152651282027364, "loss_fcos_loc": 0.1718211475526914, "loss_mask": 0.24466047482565045, "loss_maskiou": 0.004527798348135548, "loss_sem_seg": 0.19161578104831278, "lr": 0.001, "mask_rcnn/accuracy": 0.885692362882653, "mask_rcnn/false_negative": 0.09503926348956868, "mask_rcnn/false_positive": 0.1519995501574449, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 25.25, "time": 0.7739897994324565, "total_loss": 1.4044923442124855} {"data_time": 0.01571041438728571, "eta_seconds": 18463.385113482364, "iteration": 245599, "loss_fcos_cls": 0.1946589318686165, "loss_fcos_ctr": 0.6161820450797677, "loss_fcos_loc": 0.1668789527611807, "loss_mask": 0.24445489654317498, "loss_maskiou": 0.00451136042829603, "loss_sem_seg": 0.17978843371383846, "lr": 0.001, "mask_rcnn/accuracy": 0.906299082443305, "mask_rcnn/false_negative": 0.0837385827604209, "mask_rcnn/false_positive": 0.11971665858364482, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 22.5, "time": 0.7497322261333466, "total_loss": 1.3937510005926015} {"data_time": 0.016013924963772297, "eta_seconds": 18444.489672482014, "iteration": 245619, "loss_fcos_cls": 0.19074744152021594, "loss_fcos_ctr": 0.6147975921630859, "loss_fcos_loc": 0.1674296463606879, "loss_mask": 0.23959616385400295, "loss_maskiou": 0.004862172732828185, "loss_sem_seg": 0.20000006654299796, "lr": 0.001, "mask_rcnn/accuracy": 0.9093001065368677, "mask_rcnn/false_negative": 0.09531222163865648, "mask_rcnn/false_positive": 0.09794432004447781, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.5, "time": 0.7481163423508406, "total_loss": 1.4322418886240484} {"data_time": 0.016037031076848507, "eta_seconds": 18418.59461457096, "iteration": 245639, "loss_fcos_cls": 0.20092985616065562, "loss_fcos_ctr": 0.6148829916492105, "loss_fcos_loc": 0.16734965646173805, "loss_mask": 0.24641546607017517, "loss_maskiou": 0.0038524367737409193, "loss_sem_seg": 0.1764750707661733, "lr": 0.001, "mask_rcnn/accuracy": 0.8642633711647925, "mask_rcnn/false_negative": 0.10329272080593352, "mask_rcnn/false_positive": 0.14415637327421682, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.25, "time": 0.7507131928578019, "total_loss": 1.4374306949939637} {"data_time": 0.017420929856598377, "eta_seconds": 18412.887670192868, "iteration": 245659, "loss_fcos_cls": 0.1932762518990785, "loss_fcos_ctr": 0.6168944537639618, "loss_fcos_loc": 0.17352572188246995, "loss_mask": 0.2581199831329286, "loss_maskiou": 0.004438028590811882, "loss_sem_seg": 0.1961236633360386, "lr": 0.001, "mask_rcnn/accuracy": 0.8826870920607351, "mask_rcnn/false_negative": 0.08307623519931112, "mask_rcnn/false_positive": 0.1297254610408986, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.5, "time": 0.7698068553581834, "total_loss": 1.4354484989235061} {"data_time": 0.01564932707697153, "eta_seconds": 18397.758556623012, "iteration": 245679, "loss_fcos_cls": 0.20310058558243327, "loss_fcos_ctr": 0.6141991019248962, "loss_fcos_loc": 0.16686539351940155, "loss_mask": 0.24864882230758667, "loss_maskiou": 0.004416431984282099, "loss_sem_seg": 0.18527892348356545, "lr": 0.001, "mask_rcnn/accuracy": 0.8823341836734694, "mask_rcnn/false_negative": 0.07137278978232192, "mask_rcnn/false_positive": 0.16702547143735338, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 24.25, "time": 0.7463096650317311, "total_loss": 1.4496999104121642} {"data_time": 0.016202720813453197, "eta_seconds": 18379.705696472898, "iteration": 245699, "loss_fcos_cls": 0.2062141700880602, "loss_fcos_ctr": 0.6142054288648069, "loss_fcos_loc": 0.1696386446710676, "loss_mask": 0.26031603384763, "loss_maskiou": 0.00429960048495559, "loss_sem_seg": 0.16928181680850685, "lr": 0.001, "mask_rcnn/accuracy": 0.8885980091337233, "mask_rcnn/false_negative": 0.09434386032463876, "mask_rcnn/false_positive": 0.13009945054626368, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 33.0, "time": 0.7539349216967821, "total_loss": 1.4254053744662087} {"data_time": 0.01646482292562723, "eta_seconds": 18367.5003294833, "iteration": 245719, "loss_fcos_cls": 0.1881895506521687, "loss_fcos_ctr": 0.6143829030916095, "loss_fcos_loc": 0.16020021634176373, "loss_mask": 0.25047019170597196, "loss_maskiou": 0.004491016690735705, "loss_sem_seg": 0.18683334067463875, "lr": 0.001, "mask_rcnn/accuracy": 0.9175240096038415, "mask_rcnn/false_negative": 0.09078668069136406, "mask_rcnn/false_positive": 0.10445399854096757, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 24.75, "time": 0.7746901633217931, "total_loss": 1.4085984994089813} {"data_time": 0.015536092221736908, "eta_seconds": 18346.268807742745, "iteration": 245739, "loss_fcos_cls": 0.19587720988783985, "loss_fcos_ctr": 0.614283440168947, "loss_fcos_loc": 0.16870651923818514, "loss_mask": 0.24770438764244318, "loss_maskiou": 0.004528138564637629, "loss_sem_seg": 0.16936833830550313, "lr": 0.001, "mask_rcnn/accuracy": 0.8818606197593005, "mask_rcnn/false_negative": 0.09355406037563935, "mask_rcnn/false_positive": 0.15566112024271217, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 28.5, "time": 0.7509333454072475, "total_loss": 1.4436246614350239} {"data_time": 0.016276057809591293, "eta_seconds": 18317.688299319707, "iteration": 245759, "loss_fcos_cls": 0.20343503635376692, "loss_fcos_ctr": 0.6154859839007258, "loss_fcos_loc": 0.1650902251712978, "loss_mask": 0.25563158420845866, "loss_maskiou": 0.0046730048015888315, "loss_sem_seg": 0.18862802477087826, "lr": 0.001, "mask_rcnn/accuracy": 0.89171858216971, "mask_rcnn/false_negative": 0.0833373714667851, "mask_rcnn/false_positive": 0.14341008376305556, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.0, "time": 0.7421801444143057, "total_loss": 1.4456008282832045} {"data_time": 0.01576758362352848, "eta_seconds": 18293.578888321295, "iteration": 245779, "loss_fcos_cls": 0.19911550090182573, "loss_fcos_ctr": 0.6156233469955623, "loss_fcos_loc": 0.16598876065108925, "loss_mask": 0.25121767818927765, "loss_maskiou": 0.004400721165438881, "loss_sem_seg": 0.18320001242682338, "lr": 0.001, "mask_rcnn/accuracy": 0.9031879665185314, "mask_rcnn/false_negative": 0.08815167427574327, "mask_rcnn/false_positive": 0.09686833023682348, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 32.5, "time": 0.7438715109601617, "total_loss": 1.4327909465646371} {"data_time": 0.01638080645352602, "eta_seconds": 18280.676179275848, "iteration": 245799, "loss_fcos_cls": 0.2024137262487784, "loss_fcos_ctr": 0.6162638668902218, "loss_fcos_loc": 0.16682885016780347, "loss_mask": 0.2521341061219573, "loss_maskiou": 0.004533012550382409, "loss_sem_seg": 0.19336110656149685, "lr": 0.001, "mask_rcnn/accuracy": 0.895058131011025, "mask_rcnn/false_negative": 0.10587723393934145, "mask_rcnn/false_positive": 0.1070502743373983, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.7645234065130353, "total_loss": 1.4278174034698168} {"data_time": 0.01572463847696781, "eta_seconds": 18263.367784092203, "iteration": 245819, "loss_fcos_cls": 0.2000860704574734, "loss_fcos_ctr": 0.6180734746158123, "loss_fcos_loc": 0.16796754347160459, "loss_mask": 0.24813774228096008, "loss_maskiou": 0.004523206291196402, "loss_sem_seg": 0.18280778406187892, "lr": 0.001, "mask_rcnn/accuracy": 0.8795932009167303, "mask_rcnn/false_negative": 0.0858187442328471, "mask_rcnn/false_positive": 0.16636858801305715, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7361006056889892, "total_loss": 1.4366968504909892} {"data_time": 0.015234873630106449, "eta_seconds": 18242.385556984693, "iteration": 245839, "loss_fcos_cls": 0.19801727775484324, "loss_fcos_ctr": 0.6150125889107585, "loss_fcos_loc": 0.16493312478996813, "loss_mask": 0.2510547866113484, "loss_maskiou": 0.004816591099370271, "loss_sem_seg": 0.18720506853424013, "lr": 0.001, "mask_rcnn/accuracy": 0.8835287091026887, "mask_rcnn/false_negative": 0.09208011709077665, "mask_rcnn/false_positive": 0.14576499547463106, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 28.5, "time": 0.7472706288099289, "total_loss": 1.3969489912997233} {"data_time": 0.01615022961050272, "eta_seconds": 18224.32904427778, "iteration": 245859, "loss_fcos_cls": 0.20200187928276137, "loss_fcos_ctr": 0.6138466009870172, "loss_fcos_loc": 0.16933691705344245, "loss_mask": 0.24294930417090654, "loss_maskiou": 0.004807205819815863, "loss_sem_seg": 0.19660503882914782, "lr": 0.001, "mask_rcnn/accuracy": 0.8870474914103572, "mask_rcnn/false_negative": 0.10037638722815195, "mask_rcnn/false_positive": 0.12554335138240424, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 21.75, "time": 0.7442536633461714, "total_loss": 1.4310283620798145} {"data_time": 0.01566983200609684, "eta_seconds": 18204.92621606309, "iteration": 245879, "loss_fcos_cls": 0.19722402840852737, "loss_fcos_ctr": 0.6147355055436492, "loss_fcos_loc": 0.1631359390448779, "loss_mask": 0.2520232181996107, "loss_maskiou": 0.0047832840209594, "loss_sem_seg": 0.19894883735105395, "lr": 0.001, "mask_rcnn/accuracy": 0.8789197409733125, "mask_rcnn/false_negative": 0.08910588741513845, "mask_rcnn/false_positive": 0.13892836269804784, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 31.25, "time": 0.7523456960916519, "total_loss": 1.4407009020542318} {"data_time": 0.015261580236256123, "eta_seconds": 18189.831546508707, "iteration": 245899, "loss_fcos_cls": 0.20151785877533257, "loss_fcos_ctr": 0.6143114902079105, "loss_fcos_loc": 0.17189924325793982, "loss_mask": 0.23810969851911068, "loss_maskiou": 0.004450054737390019, "loss_sem_seg": 0.2022514115087688, "lr": 0.001, "mask_rcnn/accuracy": 0.8941629023150763, "mask_rcnn/false_negative": 0.08795126333453039, "mask_rcnn/false_positive": 0.11669852744130475, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.7542878221720457, "total_loss": 1.4374252068882925} {"data_time": 0.01731952093541622, "eta_seconds": 18170.908019260503, "iteration": 245919, "loss_fcos_cls": 0.19719761272426695, "loss_fcos_ctr": 0.6160011449828744, "loss_fcos_loc": 0.16955763348960318, "loss_mask": 0.2524580806493759, "loss_maskiou": 0.004411386078572832, "loss_sem_seg": 0.19898377498611808, "lr": 0.001, "mask_rcnn/accuracy": 0.876201677331415, "mask_rcnn/false_negative": 0.10438165520065429, "mask_rcnn/false_positive": 0.1398761040721254, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.75, "time": 0.7579141287133098, "total_loss": 1.4441649300079007} {"data_time": 0.015609988011419773, "eta_seconds": 18165.31499968283, "iteration": 245939, "loss_fcos_cls": 0.199581800843589, "loss_fcos_ctr": 0.6149306632578373, "loss_fcos_loc": 0.17270440951688215, "loss_mask": 0.2493008878082037, "loss_maskiou": 0.005070178014648263, "loss_sem_seg": 0.1827576842624694, "lr": 0.001, "mask_rcnn/accuracy": 0.8966997618913549, "mask_rcnn/false_negative": 0.0903407928329475, "mask_rcnn/false_positive": 0.11045165318071021, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 28.0, "time": 0.745473955757916, "total_loss": 1.412580645770504} {"data_time": 0.018205315805971622, "eta_seconds": 18144.54753784556, "iteration": 245959, "loss_fcos_cls": 0.19845938857179135, "loss_fcos_ctr": 0.6166312722489238, "loss_fcos_loc": 0.17893032485153526, "loss_mask": 0.2632572492584586, "loss_maskiou": 0.004533790928689996, "loss_sem_seg": 0.19512900337576866, "lr": 0.001, "mask_rcnn/accuracy": 0.8876179504059689, "mask_rcnn/false_negative": 0.10036934655665572, "mask_rcnn/false_positive": 0.12801642198610635, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.75, "time": 0.7366618746891618, "total_loss": 1.4555696414900012} {"data_time": 0.015682831406593323, "eta_seconds": 18133.739611971192, "iteration": 245979, "loss_fcos_cls": 0.19685090309940279, "loss_fcos_ctr": 0.616390086710453, "loss_fcos_loc": 0.1703078366117552, "loss_mask": 0.2542865453287959, "loss_maskiou": 0.004945126915117726, "loss_sem_seg": 0.19631007430143654, "lr": 0.001, "mask_rcnn/accuracy": 0.8685609511661807, "mask_rcnn/false_negative": 0.10469712929531876, "mask_rcnn/false_positive": 0.14200809029451503, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.25, "time": 0.755238919518888, "total_loss": 1.4555685765299131} {"data_time": 0.015391485765576363, "eta_seconds": 18109.48529364541, "iteration": 245999, "loss_fcos_cls": 0.20028277300298214, "loss_fcos_ctr": 0.6159722162410617, "loss_fcos_loc": 0.17466016008984298, "loss_mask": 0.2650852035731077, "loss_maskiou": 0.0050341859823674895, "loss_sem_seg": 0.19280539453029633, "lr": 0.001, "mask_rcnn/accuracy": 0.8619110181610181, "mask_rcnn/false_negative": 0.10480116623328267, "mask_rcnn/false_positive": 0.14600246686867885, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 36.25, "time": 0.7443845942616463, "total_loss": 1.4740252804549527} {"data_time": 0.015161181800067425, "eta_seconds": 18098.74147084169, "iteration": 246019, "loss_fcos_cls": 0.19894667086191475, "loss_fcos_ctr": 0.614641398191452, "loss_fcos_loc": 0.16692485136445612, "loss_mask": 0.24806813290342689, "loss_maskiou": 0.004205272416584194, "loss_sem_seg": 0.1878625969402492, "lr": 0.001, "mask_rcnn/accuracy": 0.9039571185617103, "mask_rcnn/false_negative": 0.10051212865108262, "mask_rcnn/false_positive": 0.08638995426606491, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 22.25, "time": 0.7516906699165702, "total_loss": 1.4101626212795964} {"data_time": 0.016486147418618202, "eta_seconds": 18076.674895212986, "iteration": 246039, "loss_fcos_cls": 0.20207831938751042, "loss_fcos_ctr": 0.6176799479871988, "loss_fcos_loc": 0.16839530144352466, "loss_mask": 0.24080351134762168, "loss_maskiou": 0.004611056458088569, "loss_sem_seg": 0.17562327347695827, "lr": 0.001, "mask_rcnn/accuracy": 0.8821043893747975, "mask_rcnn/false_negative": 0.08953304206001987, "mask_rcnn/false_positive": 0.1394262462276512, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.75, "time": 0.7484797379001975, "total_loss": 1.405262554057117} {"data_time": 0.01677801739424467, "eta_seconds": 18052.325396021828, "iteration": 246059, "loss_fcos_cls": 0.20706295419950038, "loss_fcos_ctr": 0.617854330688715, "loss_fcos_loc": 0.16931703430600464, "loss_mask": 0.2528244168497622, "loss_maskiou": 0.004773613443830982, "loss_sem_seg": 0.18436439684592187, "lr": 0.001, "mask_rcnn/accuracy": 0.8716959651779431, "mask_rcnn/false_negative": 0.10801518188455388, "mask_rcnn/false_positive": 0.1394819217880157, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.5, "time": 0.7481551114469767, "total_loss": 1.4420956011090311} {"data_time": 0.01772294007241726, "eta_seconds": 18044.479820363224, "iteration": 246079, "loss_fcos_cls": 0.21171864320058376, "loss_fcos_ctr": 0.6185372406616807, "loss_fcos_loc": 0.17716493783518672, "loss_mask": 0.2564760404638946, "loss_maskiou": 0.004270403376722243, "loss_sem_seg": 0.1741604395210743, "lr": 0.001, "mask_rcnn/accuracy": 0.872697437945632, "mask_rcnn/false_negative": 0.10640784416015589, "mask_rcnn/false_positive": 0.12235829198346398, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 24.5, "time": 0.7705365009605885, "total_loss": 1.4481552125507733} {"data_time": 0.014492837712168694, "eta_seconds": 18026.022664991207, "iteration": 246099, "loss_fcos_cls": 0.19686457398347557, "loss_fcos_ctr": 0.6164916893467307, "loss_fcos_loc": 0.17852095124544576, "loss_mask": 0.2506725424900651, "loss_maskiou": 0.0045351524768193485, "loss_sem_seg": 0.18588247057050467, "lr": 0.001, "mask_rcnn/accuracy": 0.8919042479629213, "mask_rcnn/false_negative": 0.08255242597440607, "mask_rcnn/false_positive": 0.1314348692130557, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 23.75, "time": 0.7544129760935903, "total_loss": 1.438036462313903} {"data_time": 0.016815275885164738, "eta_seconds": 18016.321237535216, "iteration": 246119, "loss_fcos_cls": 0.1990851042792201, "loss_fcos_ctr": 0.6145666362717748, "loss_fcos_loc": 0.16276595124509186, "loss_mask": 0.2528515160083771, "loss_maskiou": 0.0043585555322351865, "loss_sem_seg": 0.17677492322400212, "lr": 0.001, "mask_rcnn/accuracy": 0.8733467204449348, "mask_rcnn/false_negative": 0.10446914555048423, "mask_rcnn/false_positive": 0.1505300154397459, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.25, "time": 0.7520136721432209, "total_loss": 1.4178207613658742} {"data_time": 0.016734648495912552, "eta_seconds": 18004.901633967645, "iteration": 246139, "loss_fcos_cls": 0.1985709248110652, "loss_fcos_ctr": 0.615621549077332, "loss_fcos_loc": 0.16674733348190784, "loss_mask": 0.2565346364863217, "loss_maskiou": 0.00477438285088283, "loss_sem_seg": 0.19402426364831626, "lr": 0.001, "mask_rcnn/accuracy": 0.8876176775840849, "mask_rcnn/false_negative": 0.09223111896638647, "mask_rcnn/false_positive": 0.12191502653347619, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 28.0, "time": 0.7649298021569848, "total_loss": 1.4363144845829083} {"data_time": 0.016441351734101772, "eta_seconds": 17980.7709449837, "iteration": 246159, "loss_fcos_cls": 0.18960952619090676, "loss_fcos_ctr": 0.6137648411095142, "loss_fcos_loc": 0.17287087079603225, "loss_mask": 0.24626566749066114, "loss_maskiou": 0.003987592779594706, "loss_sem_seg": 0.16174795106053352, "lr": 0.001, "mask_rcnn/accuracy": 0.8856282171368295, "mask_rcnn/false_negative": 0.09741823735228589, "mask_rcnn/false_positive": 0.129505550533227, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.5, "time": 0.7239750847220421, "total_loss": 1.3838650886973483} {"data_time": 0.016768302768468857, "eta_seconds": 17959.262340904213, "iteration": 246179, "loss_fcos_cls": 0.19495430355891585, "loss_fcos_ctr": 0.6125075137242675, "loss_fcos_loc": 0.16206391318701208, "loss_mask": 0.23835242725908756, "loss_maskiou": 0.004534097213763744, "loss_sem_seg": 0.18241976108402014, "lr": 0.001, "mask_rcnn/accuracy": 0.8870294882405076, "mask_rcnn/false_negative": 0.0916881495972212, "mask_rcnn/false_positive": 0.1383475013369206, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 28.75, "time": 0.7562037641182542, "total_loss": 1.4279433597112074} {"data_time": 0.017233509570360184, "eta_seconds": 17934.806573053822, "iteration": 246199, "loss_fcos_cls": 0.20145468856208026, "loss_fcos_ctr": 0.6153058730997145, "loss_fcos_loc": 0.1675875320797786, "loss_mask": 0.252798224799335, "loss_maskiou": 0.004278470649296651, "loss_sem_seg": 0.20086866337805986, "lr": 0.001, "mask_rcnn/accuracy": 0.880856934610579, "mask_rcnn/false_negative": 0.0860190688177816, "mask_rcnn/false_positive": 0.13288051609254786, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7403927780687809, "total_loss": 1.4224810741870897} {"data_time": 0.015884934924542904, "eta_seconds": 17921.1683037607, "iteration": 246219, "loss_fcos_cls": 0.19731336215045303, "loss_fcos_ctr": 0.6147691458463669, "loss_fcos_loc": 0.17422174685634673, "loss_mask": 0.2489649010822177, "loss_maskiou": 0.0048082852299558, "loss_sem_seg": 0.18365769239608198, "lr": 0.001, "mask_rcnn/accuracy": 0.8956090407177364, "mask_rcnn/false_negative": 0.09129525022550918, "mask_rcnn/false_positive": 0.12479823403892323, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 23.25, "time": 0.7615879727527499, "total_loss": 1.434310198026651} {"data_time": 0.016106072813272476, "eta_seconds": 17914.026803334244, "iteration": 246239, "loss_fcos_cls": 0.2094013832975179, "loss_fcos_ctr": 0.6164097976870835, "loss_fcos_loc": 0.1697285333648324, "loss_mask": 0.24325920920819044, "loss_maskiou": 0.0043728046148316935, "loss_sem_seg": 0.1906492398120463, "lr": 0.001, "mask_rcnn/accuracy": 0.8912218733647306, "mask_rcnn/false_negative": 0.0919141878582239, "mask_rcnn/false_positive": 0.13542613732534148, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 26.75, "time": 0.752553123049438, "total_loss": 1.4278491670283984} {"data_time": 0.014929616823792458, "eta_seconds": 17898.94829081092, "iteration": 246259, "loss_fcos_cls": 0.20672124542761594, "loss_fcos_ctr": 0.613346460275352, "loss_fcos_loc": 0.16233393584843725, "loss_mask": 0.24031188618391752, "loss_maskiou": 0.004054221979458816, "loss_sem_seg": 0.2030820872168988, "lr": 0.001, "mask_rcnn/accuracy": 0.9002156852324263, "mask_rcnn/false_negative": 0.07713226394404765, "mask_rcnn/false_positive": 0.12910373087472324, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 36.25, "time": 0.7632454913109541, "total_loss": 1.4333683529112022} {"data_time": 0.015757396817207336, "eta_seconds": 17885.98092470225, "iteration": 246279, "loss_fcos_cls": 0.2098763631656766, "loss_fcos_ctr": 0.6154903476126492, "loss_fcos_loc": 0.1708471579477191, "loss_mask": 0.25432199495844543, "loss_maskiou": 0.004947239569446538, "loss_sem_seg": 0.1915799737907946, "lr": 0.001, "mask_rcnn/accuracy": 0.8664335823615161, "mask_rcnn/false_negative": 0.10252242301119974, "mask_rcnn/false_positive": 0.13761664336848445, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.5, "time": 0.7465169308707118, "total_loss": 1.4619310972921085} {"data_time": 0.01733432710170746, "eta_seconds": 17868.791265764274, "iteration": 246299, "loss_fcos_cls": 0.19357746373862028, "loss_fcos_ctr": 0.6147888880223036, "loss_fcos_loc": 0.16664001473691314, "loss_mask": 0.2573366784490645, "loss_maskiou": 0.004801160775969038, "loss_sem_seg": 0.18652608059346676, "lr": 0.001, "mask_rcnn/accuracy": 0.9173458485958486, "mask_rcnn/false_negative": 0.09685453216283138, "mask_rcnn/false_positive": 0.09656695717196345, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 27.75, "time": 0.7370923524722457, "total_loss": 1.4164620955561986} {"data_time": 0.01636829786002636, "eta_seconds": 17856.40286916122, "iteration": 246319, "loss_fcos_cls": 0.19915915792807937, "loss_fcos_ctr": 0.6163294306024909, "loss_fcos_loc": 0.1724816532805562, "loss_mask": 0.24532356997951865, "loss_maskiou": 0.004366010878584348, "loss_sem_seg": 0.1879982000682503, "lr": 0.001, "mask_rcnn/accuracy": 0.8942286813929156, "mask_rcnn/false_negative": 0.08328833504574173, "mask_rcnn/false_positive": 0.11478507434190477, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.75, "time": 0.7656982345506549, "total_loss": 1.4287033321888885} {"data_time": 0.017203854396939278, "eta_seconds": 17850.658549482934, "iteration": 246339, "loss_fcos_cls": 0.20007746637566015, "loss_fcos_ctr": 0.6178732020780444, "loss_fcos_loc": 0.16548142582178116, "loss_mask": 0.25924350414425135, "loss_maskiou": 0.005148249794729054, "loss_sem_seg": 0.19267779029905796, "lr": 0.001, "mask_rcnn/accuracy": 0.9023603947073335, "mask_rcnn/false_negative": 0.10040846798924644, "mask_rcnn/false_positive": 0.1312975442906103, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 30.25, "time": 0.7610052982345223, "total_loss": 1.462334287018166} {"data_time": 0.015784897841513157, "eta_seconds": 17844.726886527613, "iteration": 246359, "loss_fcos_cls": 0.20184605615213513, "loss_fcos_ctr": 0.6133046178147197, "loss_fcos_loc": 0.1694583873031661, "loss_mask": 0.2672935975715518, "loss_maskiou": 0.004860435574300936, "loss_sem_seg": 0.1885687883477658, "lr": 0.001, "mask_rcnn/accuracy": 0.8754982461734694, "mask_rcnn/false_negative": 0.12254972357377578, "mask_rcnn/false_positive": 0.12801349106207, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 34.25, "time": 0.7727399161085486, "total_loss": 1.4585812647856073} {"data_time": 0.016771714203059673, "eta_seconds": 17833.660880208947, "iteration": 246379, "loss_fcos_cls": 0.1906306012533605, "loss_fcos_ctr": 0.6152783446013927, "loss_fcos_loc": 0.16973271199094597, "loss_mask": 0.25143786519765854, "loss_maskiou": 0.004368879734101938, "loss_sem_seg": 0.1768662251997739, "lr": 0.001, "mask_rcnn/accuracy": 0.9058695211038961, "mask_rcnn/false_negative": 0.08170271893954784, "mask_rcnn/false_positive": 0.11662001266738607, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 27.0, "time": 0.7569278823211789, "total_loss": 1.4136391689953598} {"data_time": 0.015765903517603874, "eta_seconds": 17818.56104457099, "iteration": 246399, "loss_fcos_cls": 0.20351068314630538, "loss_fcos_ctr": 0.617750370875001, "loss_fcos_loc": 0.1738616446382366, "loss_mask": 0.24868923192843795, "loss_maskiou": 0.004581290879286826, "loss_sem_seg": 0.18789120321162045, "lr": 0.001, "mask_rcnn/accuracy": 0.8938759602480448, "mask_rcnn/false_negative": 0.09650953340278579, "mask_rcnn/false_positive": 0.13455894565462118, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 25.75, "time": 0.7470699362456799, "total_loss": 1.4471757474275364} {"data_time": 0.01532848458737135, "eta_seconds": 17802.62069773022, "iteration": 246419, "loss_fcos_cls": 0.20560228498652577, "loss_fcos_ctr": 0.6155897192656994, "loss_fcos_loc": 0.17430243757553399, "loss_mask": 0.25527046294882894, "loss_maskiou": 0.0044502671880763955, "loss_sem_seg": 0.20373802835820243, "lr": 0.001, "mask_rcnn/accuracy": 0.8981505102040817, "mask_rcnn/false_negative": 0.08338459848739617, "mask_rcnn/false_positive": 0.1273876577296157, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 32.25, "time": 0.7594628781080246, "total_loss": 1.4651917914234218} {"data_time": 0.015889011323451996, "eta_seconds": 17788.744210917503, "iteration": 246439, "loss_fcos_cls": 0.19931640895083547, "loss_fcos_ctr": 0.6157920146360993, "loss_fcos_loc": 0.17282510688528419, "loss_mask": 0.26063159946352243, "loss_maskiou": 0.004382379280286841, "loss_sem_seg": 0.19165444932878017, "lr": 0.001, "mask_rcnn/accuracy": 0.8878836653709102, "mask_rcnn/false_negative": 0.0941159743342917, "mask_rcnn/false_positive": 0.13088852638456563, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.25, "time": 0.7703663036227226, "total_loss": 1.474909699136333} {"data_time": 0.015885266475379467, "eta_seconds": 17769.24477119185, "iteration": 246459, "loss_fcos_cls": 0.193767856573686, "loss_fcos_ctr": 0.6158548351377249, "loss_fcos_loc": 0.16399625642225146, "loss_mask": 0.24226634949445724, "loss_maskiou": 0.004847936979786027, "loss_sem_seg": 0.17350376257672906, "lr": 0.001, "mask_rcnn/accuracy": 0.8957849966909841, "mask_rcnn/false_negative": 0.0783387918417934, "mask_rcnn/false_positive": 0.12920368626164958, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.75, "time": 0.7525431588292122, "total_loss": 1.424069771230279} {"data_time": 0.01862239185720682, "eta_seconds": 17755.07125457097, "iteration": 246479, "loss_fcos_cls": 0.19923409447073936, "loss_fcos_ctr": 0.6155382506549358, "loss_fcos_loc": 0.1768213810864836, "loss_mask": 0.2612633937969804, "loss_maskiou": 0.004683670791564509, "loss_sem_seg": 0.20405088737607002, "lr": 0.001, "mask_rcnn/accuracy": 0.8815275429366334, "mask_rcnn/false_negative": 0.10289266623266694, "mask_rcnn/false_positive": 0.1303773889109618, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.5, "time": 0.7609668113291264, "total_loss": 1.473759688269638} {"data_time": 0.016143321990966797, "eta_seconds": 17739.974046752788, "iteration": 246499, "loss_fcos_cls": 0.19894835469312966, "loss_fcos_ctr": 0.6148931980133057, "loss_fcos_loc": 0.16659760486800224, "loss_mask": 0.25384456012398005, "loss_maskiou": 0.004266281466698274, "loss_sem_seg": 0.20667852275073528, "lr": 0.001, "mask_rcnn/accuracy": 0.8885977877239275, "mask_rcnn/false_negative": 0.1052569396460341, "mask_rcnn/false_positive": 0.14214877604939108, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 24.75, "time": 0.7594780186191201, "total_loss": 1.4639846059144475} {"data_time": 0.013965691439807415, "eta_seconds": 17723.955501990393, "iteration": 246519, "loss_fcos_cls": 0.20225505414418876, "loss_fcos_ctr": 0.6130709131248295, "loss_fcos_loc": 0.1684995802352205, "loss_mask": 0.24960810504853725, "loss_maskiou": 0.004586590534017887, "loss_sem_seg": 0.20236843451857567, "lr": 0.001, "mask_rcnn/accuracy": 0.8803980501920463, "mask_rcnn/false_negative": 0.1001162120145149, "mask_rcnn/false_positive": 0.13703657757567222, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.25, "time": 0.7576898671686649, "total_loss": 1.4682960604695836} {"data_time": 0.018224641680717468, "eta_seconds": 17690.514239829034, "iteration": 246539, "loss_fcos_cls": 0.19356167421210557, "loss_fcos_ctr": 0.6143314763903618, "loss_fcos_loc": 0.15799654589500278, "loss_mask": 0.23886343324556947, "loss_maskiou": 0.004058604918100173, "loss_sem_seg": 0.19347659964114428, "lr": 0.001, "mask_rcnn/accuracy": 0.8957628599384959, "mask_rcnn/false_negative": 0.0919983600418383, "mask_rcnn/false_positive": 0.13921346844039534, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.0, "time": 0.7521414719521999, "total_loss": 1.4211436748955748} {"data_time": 0.01582014560699463, "eta_seconds": 17674.85682964232, "iteration": 246559, "loss_fcos_cls": 0.20095931482501328, "loss_fcos_ctr": 0.6146065006032586, "loss_fcos_loc": 0.16755913430824876, "loss_mask": 0.250408377032727, "loss_maskiou": 0.0045585815169033594, "loss_sem_seg": 0.19465314270928502, "lr": 0.001, "mask_rcnn/accuracy": 0.8974993151216295, "mask_rcnn/false_negative": 0.09085265659834874, "mask_rcnn/false_positive": 0.1099936897541208, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.75, "time": 0.7407327610999346, "total_loss": 1.463133717646997} {"data_time": 0.016893097199499607, "eta_seconds": 17649.87522990536, "iteration": 246579, "loss_fcos_cls": 0.19507480133324862, "loss_fcos_ctr": 0.6162201035767794, "loss_fcos_loc": 0.16666864790022373, "loss_mask": 0.2512685386464, "loss_maskiou": 0.004172287524852436, "loss_sem_seg": 0.18628925550729036, "lr": 0.001, "mask_rcnn/accuracy": 0.8842498362981557, "mask_rcnn/false_negative": 0.08966981028121904, "mask_rcnn/false_positive": 0.1341479402391237, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 25.25, "time": 0.7266989424824715, "total_loss": 1.4244566111083259} {"data_time": 0.015728939324617386, "eta_seconds": 17623.873478544876, "iteration": 246599, "loss_fcos_cls": 0.19280662154778838, "loss_fcos_ctr": 0.6145429192110896, "loss_fcos_loc": 0.16485124663449824, "loss_mask": 0.24118195101618767, "loss_maskiou": 0.004256826941855252, "loss_sem_seg": 0.17922377749346197, "lr": 0.001, "mask_rcnn/accuracy": 0.90062432867884, "mask_rcnn/false_negative": 0.08571156578413414, "mask_rcnn/false_positive": 0.12793447202533048, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.75, "time": 0.7367438888177276, "total_loss": 1.4018760229228064} {"data_time": 0.01532579306513071, "eta_seconds": 17616.58583664149, "iteration": 246619, "loss_fcos_cls": 0.21143396897241473, "loss_fcos_ctr": 0.6159578002989292, "loss_fcos_loc": 0.16985537798609585, "loss_mask": 0.2597991884686053, "loss_maskiou": 0.005107049975777045, "loss_sem_seg": 0.1966050616465509, "lr": 0.001, "mask_rcnn/accuracy": 0.8869063723974437, "mask_rcnn/false_negative": 0.10143662947036625, "mask_rcnn/false_positive": 0.12857770276620828, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 18.25, "time": 0.7732573598623276, "total_loss": 1.4650080040009925} {"data_time": 0.01631354633718729, "eta_seconds": 17604.659717596136, "iteration": 246639, "loss_fcos_cls": 0.20537445356603712, "loss_fcos_ctr": 0.6183721609413624, "loss_fcos_loc": 0.18283731170231476, "loss_mask": 0.24987524468451738, "loss_maskiou": 0.004293162361136638, "loss_sem_seg": 0.18596266023814678, "lr": 0.001, "mask_rcnn/accuracy": 0.9105820105820106, "mask_rcnn/false_negative": 0.09152270771510107, "mask_rcnn/false_positive": 0.09879178150043917, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.5, "time": 0.753623466938734, "total_loss": 1.4663632693445834} {"data_time": 0.01662523578852415, "eta_seconds": 17586.4475434348, "iteration": 246659, "loss_fcos_cls": 0.19956052012275904, "loss_fcos_ctr": 0.6132721863687038, "loss_fcos_loc": 0.16432943020481616, "loss_mask": 0.24643932655453682, "loss_maskiou": 0.004602788474585395, "loss_sem_seg": 0.1810405980795622, "lr": 0.001, "mask_rcnn/accuracy": 0.8813990242561671, "mask_rcnn/false_negative": 0.09012673050438601, "mask_rcnn/false_positive": 0.1438519411701173, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.5, "time": 0.7596217319369316, "total_loss": 1.4102019290767203} {"data_time": 0.014268545433878899, "eta_seconds": 17578.30724629108, "iteration": 246679, "loss_fcos_cls": 0.20381972705945373, "loss_fcos_ctr": 0.6150109292939305, "loss_fcos_loc": 0.1742932554334402, "loss_mask": 0.2636337289586663, "loss_maskiou": 0.004655998520320281, "loss_sem_seg": 0.18879724945873022, "lr": 0.001, "mask_rcnn/accuracy": 0.8789163552745041, "mask_rcnn/false_negative": 0.12080388678820185, "mask_rcnn/false_positive": 0.11234238450552117, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.25, "time": 0.7607690850272775, "total_loss": 1.450598071278364} {"data_time": 0.01745855063199997, "eta_seconds": 17565.098074589856, "iteration": 246699, "loss_fcos_cls": 0.20509741408750415, "loss_fcos_ctr": 0.6165687805041671, "loss_fcos_loc": 0.17264605429954827, "loss_mask": 0.24578802660107613, "loss_maskiou": 0.004462287659407593, "loss_sem_seg": 0.20420257980003953, "lr": 0.001, "mask_rcnn/accuracy": 0.8849703944077632, "mask_rcnn/false_negative": 0.08949509874778494, "mask_rcnn/false_positive": 0.12157694555270906, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 25.5, "time": 0.7695027040317655, "total_loss": 1.4738744256542304} {"data_time": 0.01694042980670929, "eta_seconds": 17548.157068775035, "iteration": 246719, "loss_fcos_cls": 0.2053594752214849, "loss_fcos_ctr": 0.6135473437607288, "loss_fcos_loc": 0.16666871817142237, "loss_mask": 0.2556371921673417, "loss_maskiou": 0.0046459819641313516, "loss_sem_seg": 0.19731439091265202, "lr": 0.001, "mask_rcnn/accuracy": 0.8644789734075449, "mask_rcnn/false_negative": 0.102450534753842, "mask_rcnn/false_positive": 0.156867816935372, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.5, "time": 0.7496389094740152, "total_loss": 1.4451009964177501} {"data_time": 0.014598679728806019, "eta_seconds": 17534.380814824253, "iteration": 246739, "loss_fcos_cls": 0.20682535273954272, "loss_fcos_ctr": 0.614363718777895, "loss_fcos_loc": 0.1715167744550854, "loss_mask": 0.2528998274356127, "loss_maskiou": 0.004560245833999943, "loss_sem_seg": 0.19481001258827746, "lr": 0.001, "mask_rcnn/accuracy": 0.8962029042386185, "mask_rcnn/false_negative": 0.09374179109983562, "mask_rcnn/false_positive": 0.11450655087202957, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 25.25, "time": 0.7564999097958207, "total_loss": 1.4510725044456194} {"data_time": 0.015903153456747532, "eta_seconds": 17522.395150143653, "iteration": 246759, "loss_fcos_cls": 0.21149517747107893, "loss_fcos_ctr": 0.6155728166922927, "loss_fcos_loc": 0.17456859850790352, "loss_mask": 0.25854187551885843, "loss_maskiou": 0.0046787620085524395, "loss_sem_seg": 0.17413299158215523, "lr": 0.001, "mask_rcnn/accuracy": 0.8840709895069139, "mask_rcnn/false_negative": 0.09590346320577908, "mask_rcnn/false_positive": 0.14624630307154912, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.0, "time": 0.7519280333071947, "total_loss": 1.44277104021603} {"data_time": 0.015029886737465858, "eta_seconds": 17510.151766479947, "iteration": 246779, "loss_fcos_cls": 0.2071799412369728, "loss_fcos_ctr": 0.6158875711262226, "loss_fcos_loc": 0.173038741806522, "loss_mask": 0.23849986493587494, "loss_maskiou": 0.004271766265446786, "loss_sem_seg": 0.1952830358641222, "lr": 0.001, "mask_rcnn/accuracy": 0.8842804755830904, "mask_rcnn/false_negative": 0.09681484293072364, "mask_rcnn/false_positive": 0.1286246651676686, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 24.5, "time": 0.7564171552658081, "total_loss": 1.4557806012253423} {"data_time": 0.017065553925931454, "eta_seconds": 17491.77948982548, "iteration": 246799, "loss_fcos_cls": 0.19055307563394308, "loss_fcos_ctr": 0.616397867910564, "loss_fcos_loc": 0.17308116308413446, "loss_mask": 0.26064399909228086, "loss_maskiou": 0.004528960242168978, "loss_sem_seg": 0.18264623312279582, "lr": 0.001, "mask_rcnn/accuracy": 0.8714210927877644, "mask_rcnn/false_negative": 0.08904874051526723, "mask_rcnn/false_positive": 0.17529731284098332, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 32.25, "time": 0.7472574952989817, "total_loss": 1.4410959323577117} {"data_time": 0.016795692034065723, "eta_seconds": 17470.565515304916, "iteration": 246819, "loss_fcos_cls": 0.20389193916344084, "loss_fcos_ctr": 0.6160144163295627, "loss_fcos_loc": 0.1756041522603482, "loss_mask": 0.2510905312374234, "loss_maskiou": 0.004765045290696435, "loss_sem_seg": 0.19275809300597757, "lr": 0.001, "mask_rcnn/accuracy": 0.8924721607225059, "mask_rcnn/false_negative": 0.08988760375805363, "mask_rcnn/false_positive": 0.11729019147960756, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 23.25, "time": 0.7339666178449988, "total_loss": 1.4361157905950677} {"data_time": 0.01594950258731842, "eta_seconds": 17461.62254919391, "iteration": 246839, "loss_fcos_cls": 0.20876291173044592, "loss_fcos_ctr": 0.6169576095417142, "loss_fcos_loc": 0.1686323094763793, "loss_mask": 0.253313479013741, "loss_maskiou": 0.004390516573039349, "loss_sem_seg": 0.1967110256664455, "lr": 0.001, "mask_rcnn/accuracy": 0.9103816102435756, "mask_rcnn/false_negative": 0.08124170821114826, "mask_rcnn/false_positive": 0.11551395571438233, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 27.0, "time": 0.7612464670091867, "total_loss": 1.4432258650376752} {"data_time": 0.015196068212389946, "eta_seconds": 17446.544078878127, "iteration": 246859, "loss_fcos_cls": 0.20119441038696095, "loss_fcos_ctr": 0.6173560982570052, "loss_fcos_loc": 0.16725307749584317, "loss_mask": 0.2595759145915508, "loss_maskiou": 0.004762559416121803, "loss_sem_seg": 0.16579195484519005, "lr": 0.001, "mask_rcnn/accuracy": 0.8763360018804269, "mask_rcnn/false_negative": 0.11398676456344276, "mask_rcnn/false_positive": 0.1455826849523119, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 29.75, "time": 0.7447743723168969, "total_loss": 1.4233385757979704} {"data_time": 0.01756552793085575, "eta_seconds": 17428.847376275808, "iteration": 246879, "loss_fcos_cls": 0.19579462055116892, "loss_fcos_ctr": 0.614477557130158, "loss_fcos_loc": 0.16701741138240322, "loss_mask": 0.253754205070436, "loss_maskiou": 0.004922703912598081, "loss_sem_seg": 0.16933985939249396, "lr": 0.001, "mask_rcnn/accuracy": 0.9052406764419354, "mask_rcnn/false_negative": 0.08223936438258565, "mask_rcnn/false_positive": 0.11900132631442692, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.75, "time": 0.7483066460117698, "total_loss": 1.431075533197145} {"data_time": 0.017536893486976624, "eta_seconds": 17416.454457063228, "iteration": 246899, "loss_fcos_cls": 0.20100076822564006, "loss_fcos_ctr": 0.6160704409703612, "loss_fcos_loc": 0.16672277421457693, "loss_mask": 0.25232446752488613, "loss_maskiou": 0.004236297390889376, "loss_sem_seg": 0.18854806083254516, "lr": 0.001, "mask_rcnn/accuracy": 0.8796961966604824, "mask_rcnn/false_negative": 0.1084332635547808, "mask_rcnn/false_positive": 0.1437680566513739, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 27.25, "time": 0.7630725642666221, "total_loss": 1.4414304371784965} {"data_time": 0.01712584774941206, "eta_seconds": 17403.979334618896, "iteration": 246919, "loss_fcos_cls": 0.18915601773187518, "loss_fcos_ctr": 0.6153334584087133, "loss_fcos_loc": 0.1668618128169328, "loss_mask": 0.252733270637691, "loss_maskiou": 0.004615960780938622, "loss_sem_seg": 0.18260692351032048, "lr": 0.001, "mask_rcnn/accuracy": 0.8998641839194992, "mask_rcnn/false_negative": 0.09972452938613016, "mask_rcnn/false_positive": 0.11992951725656129, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7611186243593693, "total_loss": 1.4197235552128404} {"data_time": 0.016875590197741985, "eta_seconds": 17386.297399867326, "iteration": 246939, "loss_fcos_cls": 0.18691464769653976, "loss_fcos_ctr": 0.6155703561380506, "loss_fcos_loc": 0.15958518884144723, "loss_mask": 0.24969371920451522, "loss_maskiou": 0.004777544625540031, "loss_sem_seg": 0.17674701614305377, "lr": 0.001, "mask_rcnn/accuracy": 0.8960675371843653, "mask_rcnn/false_negative": 0.08419112919444738, "mask_rcnn/false_positive": 0.12990167624560822, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.5, "time": 0.744107904843986, "total_loss": 1.4094159227352065} {"data_time": 0.01854993775486946, "eta_seconds": 17380.198180962354, "iteration": 246959, "loss_fcos_cls": 0.1971387341618538, "loss_fcos_ctr": 0.615436963737011, "loss_fcos_loc": 0.16179898584960029, "loss_mask": 0.25958823738619685, "loss_maskiou": 0.004328700695623411, "loss_sem_seg": 0.18627309781732038, "lr": 0.001, "mask_rcnn/accuracy": 0.9032851640192971, "mask_rcnn/false_negative": 0.09349715920065277, "mask_rcnn/false_positive": 0.11556160028982981, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 25.0, "time": 0.7498401356860995, "total_loss": 1.43556198143051} {"data_time": 0.015578174963593483, "eta_seconds": 17367.51082006842, "iteration": 246979, "loss_fcos_cls": 0.18978085252456367, "loss_fcos_ctr": 0.6128741512075067, "loss_fcos_loc": 0.16116416500881314, "loss_mask": 0.25518334144726396, "loss_maskiou": 0.004341453641245607, "loss_sem_seg": 0.18759840354323387, "lr": 0.001, "mask_rcnn/accuracy": 0.8896384751858324, "mask_rcnn/false_negative": 0.0959311309458593, "mask_rcnn/false_positive": 0.11419800733347373, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 26.5, "time": 0.7573147201910615, "total_loss": 1.3941270851355512} {"data_time": 0.015813098289072514, "eta_seconds": 17358.20294313971, "iteration": 246999, "loss_fcos_cls": 0.20104707474820316, "loss_fcos_ctr": 0.6153103103861213, "loss_fcos_loc": 0.16822461973060854, "loss_mask": 0.25800874875858426, "loss_maskiou": 0.004426341652106203, "loss_sem_seg": 0.18297321046702564, "lr": 0.001, "mask_rcnn/accuracy": 0.8769656533805423, "mask_rcnn/false_negative": 0.119771281406988, "mask_rcnn/false_positive": 0.15167557463622977, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 32.0, "time": 0.7516238233074546, "total_loss": 1.4494126093923114} {"data_time": 0.01737894956022501, "eta_seconds": 17355.697586240247, "iteration": 247019, "loss_fcos_cls": 0.19902658113278449, "loss_fcos_ctr": 0.6163330529816449, "loss_fcos_loc": 0.16956964961718768, "loss_mask": 0.25728503055870533, "loss_maskiou": 0.004520285459875595, "loss_sem_seg": 0.18080951075535268, "lr": 0.001, "mask_rcnn/accuracy": 0.8993129475054562, "mask_rcnn/false_negative": 0.08540589873801341, "mask_rcnn/false_positive": 0.12209935644031308, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 33.5, "time": 0.7586232544854283, "total_loss": 1.4321212195354747} {"data_time": 0.016881768591701984, "eta_seconds": 17345.6806670418, "iteration": 247039, "loss_fcos_cls": 0.19334768620319664, "loss_fcos_ctr": 0.6144893867895007, "loss_fcos_loc": 0.1621664265403524, "loss_mask": 0.25707085290923715, "loss_maskiou": 0.00442017682507867, "loss_sem_seg": 0.18371479562483728, "lr": 0.001, "mask_rcnn/accuracy": 0.8695917104465549, "mask_rcnn/false_negative": 0.12158823228353086, "mask_rcnn/false_positive": 0.12540434515686777, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.25, "time": 0.7652831180021167, "total_loss": 1.449382170867466} {"data_time": 0.01643551979213953, "eta_seconds": 17329.835400732234, "iteration": 247059, "loss_fcos_cls": 0.19195832032710314, "loss_fcos_ctr": 0.6160235144197941, "loss_fcos_loc": 0.1685814787633717, "loss_mask": 0.24473857134580612, "loss_maskiou": 0.004501358656852972, "loss_sem_seg": 0.18187123094685376, "lr": 0.001, "mask_rcnn/accuracy": 0.8946235312306741, "mask_rcnn/false_negative": 0.0928051405399879, "mask_rcnn/false_positive": 0.11676931391379805, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.5, "time": 0.7479793215170503, "total_loss": 1.4274736946972553} {"data_time": 0.01754972990602255, "eta_seconds": 17312.822593356483, "iteration": 247079, "loss_fcos_cls": 0.19330668618204072, "loss_fcos_ctr": 0.6134551018476486, "loss_fcos_loc": 0.1641723847715184, "loss_mask": 0.24885266786441207, "loss_maskiou": 0.00466726571903564, "loss_sem_seg": 0.1807650262489915, "lr": 0.001, "mask_rcnn/accuracy": 0.9048817254174397, "mask_rcnn/false_negative": 0.07598581382728822, "mask_rcnn/false_positive": 0.10758806345346131, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 26.75, "time": 0.7525427686050534, "total_loss": 1.414360800634313} {"data_time": 0.01652572490274906, "eta_seconds": 17299.619045035914, "iteration": 247099, "loss_fcos_cls": 0.20000954833813012, "loss_fcos_ctr": 0.6157517824321985, "loss_fcos_loc": 0.17355320556089282, "loss_mask": 0.2653596103191376, "loss_maskiou": 0.0047676476679043844, "loss_sem_seg": 0.19411124708130956, "lr": 0.001, "mask_rcnn/accuracy": 0.8649428863218963, "mask_rcnn/false_negative": 0.11452150560217239, "mask_rcnn/false_positive": 0.13122397207846676, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.5, "time": 0.7575136199593544, "total_loss": 1.4617478721520456} {"data_time": 0.017577312886714935, "eta_seconds": 17282.609561475925, "iteration": 247119, "loss_fcos_cls": 0.20208772690966725, "loss_fcos_ctr": 0.6152447825297713, "loss_fcos_loc": 0.16565737791825086, "loss_mask": 0.2541710580699146, "loss_maskiou": 0.0045084319717716426, "loss_sem_seg": 0.17743679927662015, "lr": 0.001, "mask_rcnn/accuracy": 0.8870905905465635, "mask_rcnn/false_negative": 0.08497043136653024, "mask_rcnn/false_positive": 0.15941222365961122, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.25, "time": 0.7419245075434446, "total_loss": 1.421435528085567} {"data_time": 0.016092918813228607, "eta_seconds": 17265.407950669527, "iteration": 247139, "loss_fcos_cls": 0.20136012794682756, "loss_fcos_ctr": 0.6160245286300778, "loss_fcos_loc": 0.17483660276047885, "loss_mask": 0.25173967331647873, "loss_maskiou": 0.004680497077060863, "loss_sem_seg": 0.1775395846925676, "lr": 0.001, "mask_rcnn/accuracy": 0.8615671268507403, "mask_rcnn/false_negative": 0.10664700151034992, "mask_rcnn/false_positive": 0.157708676788269, "roi_head/num_bg_samples": 72.5, "roi_head/num_fg_samples": 26.5, "time": 0.7585473293438554, "total_loss": 1.4240880046063467} {"data_time": 0.01799891423434019, "eta_seconds": 17256.883504045196, "iteration": 247159, "loss_fcos_cls": 0.19003821560181677, "loss_fcos_ctr": 0.6164711778983474, "loss_fcos_loc": 0.16627121216151863, "loss_mask": 0.24659893568605185, "loss_maskiou": 0.004892046010354534, "loss_sem_seg": 0.18862284533679485, "lr": 0.001, "mask_rcnn/accuracy": 0.880663626786747, "mask_rcnn/false_negative": 0.09182478682738482, "mask_rcnn/false_positive": 0.14181700969554578, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.75, "time": 0.7592899408191442, "total_loss": 1.409510590005084} {"data_time": 0.015298603102564812, "eta_seconds": 17241.773059227504, "iteration": 247179, "loss_fcos_cls": 0.1992245684377849, "loss_fcos_ctr": 0.6146850511431694, "loss_fcos_loc": 0.16526052891276777, "loss_mask": 0.26139470282942057, "loss_maskiou": 0.00455586593488988, "loss_sem_seg": 0.18397786119021475, "lr": 0.001, "mask_rcnn/accuracy": 0.8869720869291455, "mask_rcnn/false_negative": 0.09794478287677144, "mask_rcnn/false_positive": 0.15849943216002796, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 24.75, "time": 0.7648321045562625, "total_loss": 1.4353905867337744} {"data_time": 0.016712186858057976, "eta_seconds": 17226.66261440981, "iteration": 247199, "loss_fcos_cls": 0.20675091654993594, "loss_fcos_ctr": 0.6171763762831688, "loss_fcos_loc": 0.17515625595115125, "loss_mask": 0.25467254128307104, "loss_maskiou": 0.004620624524250161, "loss_sem_seg": 0.18693629873450845, "lr": 0.001, "mask_rcnn/accuracy": 0.8862219887955182, "mask_rcnn/false_negative": 0.08927618495013859, "mask_rcnn/false_positive": 0.1202777465789597, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 40.75, "time": 0.7530153142288327, "total_loss": 1.4471615113252483} {"data_time": 0.01674200687557459, "eta_seconds": 17209.41847268585, "iteration": 247219, "loss_fcos_cls": 0.1929586671758443, "loss_fcos_ctr": 0.6138875251635909, "loss_fcos_loc": 0.17113619693554938, "loss_mask": 0.25424827728420496, "loss_maskiou": 0.004557471263979096, "loss_sem_seg": 0.19073706632480025, "lr": 0.001, "mask_rcnn/accuracy": 0.8890678258618459, "mask_rcnn/false_negative": 0.09031092479177846, "mask_rcnn/false_positive": 0.13537265284750027, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.5, "time": 0.7465778961777687, "total_loss": 1.416134829432849} {"data_time": 0.015981370583176613, "eta_seconds": 17193.366237156093, "iteration": 247239, "loss_fcos_cls": 0.1993873817846179, "loss_fcos_ctr": 0.6173491897061467, "loss_fcos_loc": 0.17360190255567431, "loss_mask": 0.2640968509949744, "loss_maskiou": 0.004663430649088696, "loss_sem_seg": 0.17530929716303945, "lr": 0.001, "mask_rcnn/accuracy": 0.8728954969046988, "mask_rcnn/false_negative": 0.12519477707629917, "mask_rcnn/false_positive": 0.11321209445184108, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 23.75, "time": 0.7413227530196309, "total_loss": 1.452266272768611} {"data_time": 0.014796409755945206, "eta_seconds": 17169.899210139178, "iteration": 247259, "loss_fcos_cls": 0.20526698743924499, "loss_fcos_ctr": 0.6146792154759169, "loss_fcos_loc": 0.17499607987701893, "loss_mask": 0.2558169234544039, "loss_maskiou": 0.004975739422661718, "loss_sem_seg": 0.1836165323620662, "lr": 0.001, "mask_rcnn/accuracy": 0.8866852775592996, "mask_rcnn/false_negative": 0.09992121921294995, "mask_rcnn/false_positive": 0.13178946772889621, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 36.75, "time": 0.7520296899601817, "total_loss": 1.443991221003671} {"data_time": 0.017094871029257774, "eta_seconds": 17154.79881947022, "iteration": 247279, "loss_fcos_cls": 0.20345162809826434, "loss_fcos_ctr": 0.6166929863393307, "loss_fcos_loc": 0.17203616903861985, "loss_mask": 0.2553466409444809, "loss_maskiou": 0.004809603873582091, "loss_sem_seg": 0.17767834360711277, "lr": 0.001, "mask_rcnn/accuracy": 0.8851999890865437, "mask_rcnn/false_negative": 0.11440459709510854, "mask_rcnn/false_positive": 0.12480242906382599, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.75, "time": 0.7502129841595888, "total_loss": 1.416745194557734} {"data_time": 0.01878573466092348, "eta_seconds": 17145.750143931247, "iteration": 247299, "loss_fcos_cls": 0.19712078280281276, "loss_fcos_ctr": 0.6161874542012811, "loss_fcos_loc": 0.1702770508127287, "loss_mask": 0.2622776320204139, "loss_maskiou": 0.004320099873439176, "loss_sem_seg": 0.19789680815301836, "lr": 0.001, "mask_rcnn/accuracy": 0.9079177295918368, "mask_rcnn/false_negative": 0.09180082792695354, "mask_rcnn/false_positive": 0.13128105263897555, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 21.75, "time": 0.7639820296317339, "total_loss": 1.4380969432513666} {"data_time": 0.016338082030415535, "eta_seconds": 17128.23177851364, "iteration": 247319, "loss_fcos_cls": 0.19517505983822048, "loss_fcos_ctr": 0.6158452769741416, "loss_fcos_loc": 0.17771567404270172, "loss_mask": 0.2511080685071647, "loss_maskiou": 0.004354336335381959, "loss_sem_seg": 0.20051160361617804, "lr": 0.001, "mask_rcnn/accuracy": 0.8816075293753866, "mask_rcnn/false_negative": 0.08131050891955927, "mask_rcnn/false_positive": 0.1398955352028467, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 33.0, "time": 0.7643301207572222, "total_loss": 1.4474401488623698} {"data_time": 0.016355029307305813, "eta_seconds": 17104.534602694213, "iteration": 247339, "loss_fcos_cls": 0.20817965967580676, "loss_fcos_ctr": 0.6176384841091931, "loss_fcos_loc": 0.17463632416911423, "loss_mask": 0.25764834973961115, "loss_maskiou": 0.004278685570170637, "loss_sem_seg": 0.1690391639713198, "lr": 0.001, "mask_rcnn/accuracy": 0.8825023828212604, "mask_rcnn/false_negative": 0.09307761573248946, "mask_rcnn/false_positive": 0.12865246037731876, "roi_head/num_bg_samples": 41.5, "roi_head/num_fg_samples": 29.25, "time": 0.7424378953874111, "total_loss": 1.4439989838501788} {"data_time": 0.014362256042659283, "eta_seconds": 17067.084422436543, "iteration": 247359, "loss_fcos_cls": 0.1957410757895559, "loss_fcos_ctr": 0.6169229550287127, "loss_fcos_loc": 0.171699664730113, "loss_mask": 0.24843155406415462, "loss_maskiou": 0.004432604735484347, "loss_sem_seg": 0.18144219531677663, "lr": 0.001, "mask_rcnn/accuracy": 0.8869707029552731, "mask_rcnn/false_negative": 0.09172959942320802, "mask_rcnn/false_positive": 0.13881874090564467, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 36.0, "time": 0.7515709456056356, "total_loss": 1.4306701254245127} {"data_time": 0.01623193360865116, "eta_seconds": 17050.679139760323, "iteration": 247379, "loss_fcos_cls": 0.2025374793447554, "loss_fcos_ctr": 0.6151287390384823, "loss_fcos_loc": 0.16614859458059072, "loss_mask": 0.24893815303221345, "loss_maskiou": 0.004426438415976008, "loss_sem_seg": 0.17844919417984784, "lr": 0.001, "mask_rcnn/accuracy": 0.8879558377436945, "mask_rcnn/false_negative": 0.08983291143242592, "mask_rcnn/false_positive": 0.14824074673646215, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 32.5, "time": 0.7555855605751276, "total_loss": 1.4062997945802636} {"data_time": 0.016044137068092823, "eta_seconds": 17046.70930398628, "iteration": 247399, "loss_fcos_cls": 0.20092607592232525, "loss_fcos_ctr": 0.616025919560343, "loss_fcos_loc": 0.17809087119530886, "loss_mask": 0.25882797548547387, "loss_maskiou": 0.004248784127412364, "loss_sem_seg": 0.1802053269930184, "lr": 0.001, "mask_rcnn/accuracy": 0.8827770864950677, "mask_rcnn/false_negative": 0.09376830800926286, "mask_rcnn/false_positive": 0.1524693334856705, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7620038129389286, "total_loss": 1.4433590623229975} {"data_time": 0.016175509430468082, "eta_seconds": 17021.85563106928, "iteration": 247419, "loss_fcos_cls": 0.20050882996292785, "loss_fcos_ctr": 0.6134471632540226, "loss_fcos_loc": 0.17165271006524563, "loss_mask": 0.25338798807933927, "loss_maskiou": 0.004541105809039436, "loss_sem_seg": 0.1882954267784953, "lr": 0.001, "mask_rcnn/accuracy": 0.8872672876655432, "mask_rcnn/false_negative": 0.0946407870718815, "mask_rcnn/false_positive": 0.11910948400695381, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 32.5, "time": 0.7367177288979292, "total_loss": 1.4406993926459108} {"data_time": 0.015660015866160393, "eta_seconds": 16992.251947734505, "iteration": 247439, "loss_fcos_cls": 0.19560522283427417, "loss_fcos_ctr": 0.6190498815849423, "loss_fcos_loc": 0.17437148618046194, "loss_mask": 0.24134627543389797, "loss_maskiou": 0.004468359125894494, "loss_sem_seg": 0.19251011800952256, "lr": 0.001, "mask_rcnn/accuracy": 0.8703180677032718, "mask_rcnn/false_negative": 0.11024652431917434, "mask_rcnn/false_positive": 0.14305675936467815, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.0, "time": 0.7451441213488579, "total_loss": 1.4646433079942653} {"data_time": 0.015280676074326038, "eta_seconds": 16969.238640063442, "iteration": 247459, "loss_fcos_cls": 0.2021367404377088, "loss_fcos_ctr": 0.6154185961931944, "loss_fcos_loc": 0.17070761369541287, "loss_mask": 0.25779383815824986, "loss_maskiou": 0.004351018826127984, "loss_sem_seg": 0.19384557101875544, "lr": 0.001, "mask_rcnn/accuracy": 0.9010610214867758, "mask_rcnn/false_negative": 0.07026619770241252, "mask_rcnn/false_positive": 0.12522557175765975, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 31.75, "time": 0.7407808611169457, "total_loss": 1.444662859707023} {"data_time": 0.017838867381215096, "eta_seconds": 16942.37255211454, "iteration": 247479, "loss_fcos_cls": 0.20688654080731794, "loss_fcos_ctr": 0.6179595720022917, "loss_fcos_loc": 0.17911027499940246, "loss_mask": 0.26720337150618434, "loss_maskiou": 0.004491218445764389, "loss_sem_seg": 0.20798289612866938, "lr": 0.001, "mask_rcnn/accuracy": 0.8891013005397902, "mask_rcnn/false_negative": 0.09384084707399115, "mask_rcnn/false_positive": 0.11173019604311489, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 27.25, "time": 0.752480206079781, "total_loss": 1.4699696454190416} {"data_time": 0.01666367147117853, "eta_seconds": 16915.507594672963, "iteration": 247499, "loss_fcos_cls": 0.20006339997053146, "loss_fcos_ctr": 0.6149184443056583, "loss_fcos_loc": 0.16173268388956785, "loss_mask": 0.24168160930275917, "loss_maskiou": 0.003709756078023929, "loss_sem_seg": 0.1870122253894806, "lr": 0.001, "mask_rcnn/accuracy": 0.8621774084470816, "mask_rcnn/false_negative": 0.09083569511822681, "mask_rcnn/false_positive": 0.16687085621080797, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7444059597328305, "total_loss": 1.407552590539126} {"data_time": 0.015747404657304287, "eta_seconds": 16895.537139212713, "iteration": 247519, "loss_fcos_cls": 0.18957604630850255, "loss_fcos_ctr": 0.6146721914410591, "loss_fcos_loc": 0.16140293888747692, "loss_mask": 0.2419411949813366, "loss_maskiou": 0.004411122230521869, "loss_sem_seg": 0.1815949296578765, "lr": 0.001, "mask_rcnn/accuracy": 0.8905673567503924, "mask_rcnn/false_negative": 0.08710854724364547, "mask_rcnn/false_positive": 0.13532489559471259, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 26.75, "time": 0.751543965190649, "total_loss": 1.4130727839801693} {"data_time": 0.015392148867249489, "eta_seconds": 16879.79688883759, "iteration": 247539, "loss_fcos_cls": 0.19653785630362108, "loss_fcos_ctr": 0.6153167961165309, "loss_fcos_loc": 0.16830076547921635, "loss_mask": 0.2592588677071035, "loss_maskiou": 0.0048120199935510755, "loss_sem_seg": 0.1918000834994018, "lr": 0.001, "mask_rcnn/accuracy": 0.9006309910327768, "mask_rcnn/false_negative": 0.07846107329638147, "mask_rcnn/false_positive": 0.12091138213808053, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.0, "time": 0.7451794706285, "total_loss": 1.433819133497309} {"data_time": 0.015061824582517147, "eta_seconds": 16864.76657238789, "iteration": 247559, "loss_fcos_cls": 0.20678936899639666, "loss_fcos_ctr": 0.6150357611477375, "loss_fcos_loc": 0.17032237304374576, "loss_mask": 0.24582386342808604, "loss_maskiou": 0.004270202884072205, "loss_sem_seg": 0.18904164573177695, "lr": 0.001, "mask_rcnn/accuracy": 0.8983251633986928, "mask_rcnn/false_negative": 0.09194659157202392, "mask_rcnn/false_positive": 0.11783303859220076, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 24.0, "time": 0.7480703014880419, "total_loss": 1.4376429185940651} {"data_time": 0.015580380335450172, "eta_seconds": 16852.99463932775, "iteration": 247579, "loss_fcos_cls": 0.20465654565487057, "loss_fcos_ctr": 0.6133029721677303, "loss_fcos_loc": 0.1622288462240249, "loss_mask": 0.23857878940179944, "loss_maskiou": 0.004161400604061782, "loss_sem_seg": 0.19743473234120756, "lr": 0.001, "mask_rcnn/accuracy": 0.8877251960106076, "mask_rcnn/false_negative": 0.09474735154351582, "mask_rcnn/false_positive": 0.12311042763438723, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.0, "time": 0.7535215774551034, "total_loss": 1.4089012133699725} {"data_time": 0.016729147173464298, "eta_seconds": 16860.68958662264, "iteration": 247599, "loss_fcos_cls": 0.197631599730812, "loss_fcos_ctr": 0.6162509731948376, "loss_fcos_loc": 0.17205015278887004, "loss_mask": 0.2539647473022342, "loss_maskiou": 0.004697205724369269, "loss_sem_seg": 0.18494243500754237, "lr": 0.001, "mask_rcnn/accuracy": 0.8921871321731887, "mask_rcnn/false_negative": 0.08746054475242729, "mask_rcnn/false_positive": 0.13544785156503736, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 23.75, "time": 0.7538714911788702, "total_loss": 1.4331654877023539} {"data_time": 0.01718073897063732, "eta_seconds": 16825.88400859479, "iteration": 247619, "loss_fcos_cls": 0.19785438221879303, "loss_fcos_ctr": 0.6196338990703225, "loss_fcos_loc": 0.17624240298755467, "loss_mask": 0.2617261279374361, "loss_maskiou": 0.004978910481440835, "loss_sem_seg": 0.18739834148436785, "lr": 0.001, "mask_rcnn/accuracy": 0.8740740455060528, "mask_rcnn/false_negative": 0.10466699464623444, "mask_rcnn/false_positive": 0.14311899072701995, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.75, "time": 0.7537081018090248, "total_loss": 1.434947919289698} {"data_time": 0.018027564510703087, "eta_seconds": 16810.848144237883, "iteration": 247639, "loss_fcos_cls": 0.20345647691283375, "loss_fcos_ctr": 0.6132989767938852, "loss_fcos_loc": 0.16548474912997335, "loss_mask": 0.2468662359751761, "loss_maskiou": 0.004559530570986681, "loss_sem_seg": 0.1842565000988543, "lr": 0.001, "mask_rcnn/accuracy": 0.8924848429631593, "mask_rcnn/false_negative": 0.112563140595167, "mask_rcnn/false_positive": 0.12509055271632574, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 24.5, "time": 0.7576434602960944, "total_loss": 1.4199854899752609} {"data_time": 0.016248198226094246, "eta_seconds": 16815.529041325673, "iteration": 247659, "loss_fcos_cls": 0.20918723731301725, "loss_fcos_ctr": 0.6178027493879199, "loss_fcos_loc": 0.17348940728697926, "loss_mask": 0.262170834466815, "loss_maskiou": 0.005086529708933085, "loss_sem_seg": 0.18710989132523537, "lr": 0.001, "mask_rcnn/accuracy": 0.8823652537938251, "mask_rcnn/false_negative": 0.10649367914240662, "mask_rcnn/false_positive": 0.1375045498580535, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 34.5, "time": 0.7690685009583831, "total_loss": 1.46696643956966} {"data_time": 0.01622619666159153, "eta_seconds": 16780.776415524073, "iteration": 247679, "loss_fcos_cls": 0.1966210063546896, "loss_fcos_ctr": 0.6146578202024102, "loss_fcos_loc": 0.1690131409559399, "loss_mask": 0.24634757079184055, "loss_maskiou": 0.004484123315705801, "loss_sem_seg": 0.20345660718157887, "lr": 0.001, "mask_rcnn/accuracy": 0.8816450695322378, "mask_rcnn/false_negative": 0.10298747795291895, "mask_rcnn/false_positive": 0.1339776198774688, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 27.75, "time": 0.7476975554600358, "total_loss": 1.448435289761619} {"data_time": 0.01614484190940857, "eta_seconds": 16757.38443005178, "iteration": 247699, "loss_fcos_cls": 0.19973900145851076, "loss_fcos_ctr": 0.6150645515881479, "loss_fcos_loc": 0.17111704184208065, "loss_mask": 0.24617637787014246, "loss_maskiou": 0.0048697430902393535, "loss_sem_seg": 0.21278460207395256, "lr": 0.001, "mask_rcnn/accuracy": 0.9032207283158061, "mask_rcnn/false_negative": 0.09127415755912288, "mask_rcnn/false_positive": 0.13908765265215162, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.25, "time": 0.7369412332773209, "total_loss": 1.4713040641436237} {"data_time": 0.017006849870085716, "eta_seconds": 16744.46226566378, "iteration": 247719, "loss_fcos_cls": 0.19763950863853097, "loss_fcos_ctr": 0.6133652720600367, "loss_fcos_loc": 0.1741750705987215, "loss_mask": 0.2437043720856309, "loss_maskiou": 0.004390364883875009, "loss_sem_seg": 0.18950217636302114, "lr": 0.001, "mask_rcnn/accuracy": 0.8904859516996321, "mask_rcnn/false_negative": 0.08065834391006335, "mask_rcnn/false_positive": 0.13778891367126764, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.25, "time": 0.7490772707387805, "total_loss": 1.4373109692387516} {"data_time": 0.015698359347879887, "eta_seconds": 16727.327689223923, "iteration": 247739, "loss_fcos_cls": 0.19477453222498298, "loss_fcos_ctr": 0.6136998543515801, "loss_fcos_loc": 0.16959061269881204, "loss_mask": 0.24710763711482286, "loss_maskiou": 0.0037825494073331356, "loss_sem_seg": 0.2057129773311317, "lr": 0.001, "mask_rcnn/accuracy": 0.8895715139337588, "mask_rcnn/false_negative": 0.09214851328556495, "mask_rcnn/false_positive": 0.13607456685417793, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 34.25, "time": 0.7507324907928705, "total_loss": 1.4334669882882736} {"data_time": 0.015262974426150322, "eta_seconds": 16717.806719110347, "iteration": 247759, "loss_fcos_cls": 0.20442464749794453, "loss_fcos_ctr": 0.6157922735437751, "loss_fcos_loc": 0.17183756636222824, "loss_mask": 0.24781577661633492, "loss_maskiou": 0.004373604337160941, "loss_sem_seg": 0.19814377487637103, "lr": 0.001, "mask_rcnn/accuracy": 0.8998576174655909, "mask_rcnn/false_negative": 0.08929735695299668, "mask_rcnn/false_positive": 0.11686988799899656, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 25.5, "time": 0.7622627876698971, "total_loss": 1.447279988671653} {"data_time": 0.016660393215715885, "eta_seconds": 16699.371482667513, "iteration": 247779, "loss_fcos_cls": 0.20143414638005197, "loss_fcos_ctr": 0.6148833129554987, "loss_fcos_loc": 0.1712186282966286, "loss_mask": 0.24510507099330425, "loss_maskiou": 0.004065942532179179, "loss_sem_seg": 0.15904719987884164, "lr": 0.001, "mask_rcnn/accuracy": 0.8900726585276968, "mask_rcnn/false_negative": 0.10443994834349822, "mask_rcnn/false_positive": 0.1546633923474473, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 22.75, "time": 0.7303223265334964, "total_loss": 1.4056714123034908} {"data_time": 0.016277119517326355, "eta_seconds": 16688.27792572789, "iteration": 247799, "loss_fcos_cls": 0.1986811002716422, "loss_fcos_ctr": 0.6152802961878479, "loss_fcos_loc": 0.16771110764238983, "loss_mask": 0.23706708662211895, "loss_maskiou": 0.004130009481741581, "loss_sem_seg": 0.1900835910346359, "lr": 0.001, "mask_rcnn/accuracy": 0.8997522164603546, "mask_rcnn/false_negative": 0.08706042374799441, "mask_rcnn/false_positive": 0.11978737200954263, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.0, "time": 0.757493956014514, "total_loss": 1.4308604062534869} {"data_time": 0.016345513053238392, "eta_seconds": 16704.126151532866, "iteration": 247819, "loss_fcos_cls": 0.20295966428238899, "loss_fcos_ctr": 0.6156090623699129, "loss_fcos_loc": 0.17054993321653455, "loss_mask": 0.2589884866029024, "loss_maskiou": 0.004359368424047716, "loss_sem_seg": 0.20016765253967606, "lr": 0.001, "mask_rcnn/accuracy": 0.8755955408975489, "mask_rcnn/false_negative": 0.1126269561227234, "mask_rcnn/false_positive": 0.1310080074911586, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 34.0, "time": 0.7618761723861098, "total_loss": 1.4451599163730862} {"data_time": 0.016344851814210415, "eta_seconds": 16682.35026819259, "iteration": 247839, "loss_fcos_cls": 0.20393219916149974, "loss_fcos_ctr": 0.6153068635612726, "loss_fcos_loc": 0.17157685372512788, "loss_mask": 0.2493919562548399, "loss_maskiou": 0.0048956025566440076, "loss_sem_seg": 0.1978631168603897, "lr": 0.001, "mask_rcnn/accuracy": 0.8787962922237861, "mask_rcnn/false_negative": 0.09284882956244081, "mask_rcnn/false_positive": 0.1394048847988249, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 32.25, "time": 0.7548735430464149, "total_loss": 1.4440560988223297} {"data_time": 0.017575702629983425, "eta_seconds": 16684.88436145615, "iteration": 247859, "loss_fcos_cls": 0.19978167628869414, "loss_fcos_ctr": 0.6178430151194334, "loss_fcos_loc": 0.1706745303235948, "loss_mask": 0.2557677626609802, "loss_maskiou": 0.0040018300351221114, "loss_sem_seg": 0.19725777697749436, "lr": 0.001, "mask_rcnn/accuracy": 0.879768624378805, "mask_rcnn/false_negative": 0.10327142095575478, "mask_rcnn/false_positive": 0.14074652161076392, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.25, "time": 0.7582443216815591, "total_loss": 1.459518421715984} {"data_time": 0.016083233058452606, "eta_seconds": 16689.127857739106, "iteration": 247879, "loss_fcos_cls": 0.1912994864396751, "loss_fcos_ctr": 0.6159884668886662, "loss_fcos_loc": 0.16068444319535047, "loss_mask": 0.2496300684288144, "loss_maskiou": 0.004535380532615818, "loss_sem_seg": 0.18940953188575804, "lr": 0.001, "mask_rcnn/accuracy": 0.8982569570987332, "mask_rcnn/false_negative": 0.08313346734714275, "mask_rcnn/false_positive": 0.09993645447066213, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.5, "time": 0.7754160827025771, "total_loss": 1.4241218415736512} {"data_time": 0.017009573988616467, "eta_seconds": 16665.346952707507, "iteration": 247899, "loss_fcos_cls": 0.19893979839980602, "loss_fcos_ctr": 0.6131883151829243, "loss_fcos_loc": 0.16491748683620244, "loss_mask": 0.2336637768894434, "loss_maskiou": 0.004094078012712998, "loss_sem_seg": 0.181630935985595, "lr": 0.001, "mask_rcnn/accuracy": 0.8880900470653377, "mask_rcnn/false_negative": 0.0973954297249825, "mask_rcnn/false_positive": 0.14226106482505224, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 24.0, "time": 0.7437109611928463, "total_loss": 1.4057915092307667} {"data_time": 0.015406941995024681, "eta_seconds": 16631.808402085677, "iteration": 247919, "loss_fcos_cls": 0.20301166991703212, "loss_fcos_ctr": 0.6156878164038062, "loss_fcos_loc": 0.1705509537132457, "loss_mask": 0.24356097914278507, "loss_maskiou": 0.0046221432639868, "loss_sem_seg": 0.1812023501843214, "lr": 0.001, "mask_rcnn/accuracy": 0.8891845753452896, "mask_rcnn/false_negative": 0.08605812090359238, "mask_rcnn/false_positive": 0.12982182787571883, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7448861943557858, "total_loss": 1.4226011267091963} {"data_time": 0.016832752153277397, "eta_seconds": 16635.184793614782, "iteration": 247939, "loss_fcos_cls": 0.18871297920122743, "loss_fcos_ctr": 0.6150174187496305, "loss_fcos_loc": 0.16199000785127282, "loss_mask": 0.2423163540661335, "loss_maskiou": 0.00418163670838112, "loss_sem_seg": 0.1934028381947428, "lr": 0.001, "mask_rcnn/accuracy": 0.8891676114890401, "mask_rcnn/false_negative": 0.09003754505239712, "mask_rcnn/false_positive": 0.1140604376749728, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 27.25, "time": 0.7750329775735736, "total_loss": 1.4265849243893172} {"data_time": 0.015192005783319473, "eta_seconds": 16624.96931597963, "iteration": 247959, "loss_fcos_cls": 0.1975643577752635, "loss_fcos_ctr": 0.6185206547379494, "loss_fcos_loc": 0.17276656348258257, "loss_mask": 0.25483051408082247, "loss_maskiou": 0.004674760362831876, "loss_sem_seg": 0.20212673489004374, "lr": 0.001, "mask_rcnn/accuracy": 0.871262004445822, "mask_rcnn/false_negative": 0.10408903194819658, "mask_rcnn/false_positive": 0.16054320414499232, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.0, "time": 0.7680734302848577, "total_loss": 1.4381691524613416} {"data_time": 0.016948364675045013, "eta_seconds": 16605.022634522058, "iteration": 247979, "loss_fcos_cls": 0.20108824770431966, "loss_fcos_ctr": 0.6193637922406197, "loss_fcos_loc": 0.17879431298933923, "loss_mask": 0.26273677637800574, "loss_maskiou": 0.00500573922181502, "loss_sem_seg": 0.17857437045313418, "lr": 0.001, "mask_rcnn/accuracy": 0.8952882250873322, "mask_rcnn/false_negative": 0.10863596438344351, "mask_rcnn/false_positive": 0.1175273170469762, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 22.75, "time": 0.752391061745584, "total_loss": 1.4486075115855783} {"data_time": 0.01643820758908987, "eta_seconds": 16586.646184758283, "iteration": 247999, "loss_fcos_cls": 0.19856175919994712, "loss_fcos_ctr": 0.6156907025724649, "loss_fcos_loc": 0.16759026667568833, "loss_mask": 0.2524129496887326, "loss_maskiou": 0.004102832164790016, "loss_sem_seg": 0.18642589868977666, "lr": 0.001, "mask_rcnn/accuracy": 0.8957486722759279, "mask_rcnn/false_negative": 0.08007906402780723, "mask_rcnn/false_positive": 0.12993390742648125, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.75, "time": 0.7484112568199635, "total_loss": 1.4325168793220655} {"data_time": 0.015970156528055668, "eta_seconds": 16558.791776354425, "iteration": 248019, "loss_fcos_cls": 0.19924139801878482, "loss_fcos_ctr": 0.6149397091940045, "loss_fcos_loc": 0.16168413538252935, "loss_mask": 0.24944992922246456, "loss_maskiou": 0.004626914556865813, "loss_sem_seg": 0.18447776837274432, "lr": 0.001, "mask_rcnn/accuracy": 0.9066676493710693, "mask_rcnn/false_negative": 0.07838400350356722, "mask_rcnn/false_positive": 0.11137302467876324, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.7700606919825077, "total_loss": 1.4164882007753477} {"data_time": 0.016225002706050873, "eta_seconds": 16526.21309911087, "iteration": 248039, "loss_fcos_cls": 0.21268635452724993, "loss_fcos_ctr": 0.61227838229388, "loss_fcos_loc": 0.17124021903146058, "loss_mask": 0.25288426596671343, "loss_maskiou": 0.004686852502345573, "loss_sem_seg": 0.1832906031049788, "lr": 0.001, "mask_rcnn/accuracy": 0.8708479485544218, "mask_rcnn/false_negative": 0.10973770847704634, "mask_rcnn/false_positive": 0.14779292579420886, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.5, "time": 0.7299469197168946, "total_loss": 1.4471361580635858} {"data_time": 0.016321714967489243, "eta_seconds": 16514.458739345893, "iteration": 248059, "loss_fcos_cls": 0.19764994783326983, "loss_fcos_ctr": 0.6139343827962875, "loss_fcos_loc": 0.16812492429744452, "loss_mask": 0.25178096257150173, "loss_maskiou": 0.004906817001028685, "loss_sem_seg": 0.19049254711717367, "lr": 0.001, "mask_rcnn/accuracy": 0.8784904477586394, "mask_rcnn/false_negative": 0.09424410123927615, "mask_rcnn/false_positive": 0.14240114769204992, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 24.0, "time": 0.7501140497624874, "total_loss": 1.4140069338282046} {"data_time": 0.015995695255696774, "eta_seconds": 16499.405224246904, "iteration": 248079, "loss_fcos_cls": 0.19554498640354723, "loss_fcos_ctr": 0.615136556327343, "loss_fcos_loc": 0.1718046577880159, "loss_mask": 0.2572513218037784, "loss_maskiou": 0.004384333253256045, "loss_sem_seg": 0.19277973659336567, "lr": 0.001, "mask_rcnn/accuracy": 0.8769523115368596, "mask_rcnn/false_negative": 0.08691699196957534, "mask_rcnn/false_positive": 0.13270168635565766, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 30.5, "time": 0.7521370043978095, "total_loss": 1.4438816540096013} {"data_time": 0.016445258632302284, "eta_seconds": 16471.9873149395, "iteration": 248099, "loss_fcos_cls": 0.20027474639937282, "loss_fcos_ctr": 0.614870298653841, "loss_fcos_loc": 0.16983622137922794, "loss_mask": 0.24717417638748884, "loss_maskiou": 0.004377088989713229, "loss_sem_seg": 0.18528533377684653, "lr": 0.001, "mask_rcnn/accuracy": 0.8790429799393296, "mask_rcnn/false_negative": 0.10339750426426997, "mask_rcnn/false_positive": 0.12714006450780085, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 31.0, "time": 0.7481799889355898, "total_loss": 1.4237179980409564} {"data_time": 0.017347725108265877, "eta_seconds": 16476.008656223305, "iteration": 248119, "loss_fcos_cls": 0.20407189067918807, "loss_fcos_ctr": 0.6173945302143693, "loss_fcos_loc": 0.17283500614576042, "loss_mask": 0.26369630359113216, "loss_maskiou": 0.0046785659360466525, "loss_sem_seg": 0.20016755093820393, "lr": 0.001, "mask_rcnn/accuracy": 0.896244752271538, "mask_rcnn/false_negative": 0.08000510068135967, "mask_rcnn/false_positive": 0.12234918474163348, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 29.0, "time": 0.7608165629208088, "total_loss": 1.4594667366036447} {"data_time": 0.015570604242384434, "eta_seconds": 16469.92254045233, "iteration": 248139, "loss_fcos_cls": 0.2033265088684857, "loss_fcos_ctr": 0.6194214038550854, "loss_fcos_loc": 0.17203537689056247, "loss_mask": 0.255349294282496, "loss_maskiou": 0.004808236961252987, "loss_sem_seg": 0.1937624835409224, "lr": 0.001, "mask_rcnn/accuracy": 0.8914841772259287, "mask_rcnn/false_negative": 0.10238860707513675, "mask_rcnn/false_positive": 0.1301456940124314, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.75, "time": 0.7695362213999033, "total_loss": 1.4761305458887364} {"data_time": 0.01635737717151642, "eta_seconds": 16454.854682128876, "iteration": 248159, "loss_fcos_cls": 0.20439883379731327, "loss_fcos_ctr": 0.6157399946823716, "loss_fcos_loc": 0.17193120974116027, "loss_mask": 0.25184369226917624, "loss_maskiou": 0.004116454618269927, "loss_sem_seg": 0.18521343125030398, "lr": 0.001, "mask_rcnn/accuracy": 0.9002583176127594, "mask_rcnn/false_negative": 0.09023390951903584, "mask_rcnn/false_positive": 0.10874742845040072, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.25, "time": 0.7568732826039195, "total_loss": 1.4406690168761997} {"data_time": 0.01654805988073349, "eta_seconds": 16438.680960636586, "iteration": 248179, "loss_fcos_cls": 0.20425916847307235, "loss_fcos_ctr": 0.6156769599765539, "loss_fcos_loc": 0.16844724514521658, "loss_mask": 0.27368158008903265, "loss_maskiou": 0.004751598899019882, "loss_sem_seg": 0.18458324787206948, "lr": 0.001, "mask_rcnn/accuracy": 0.8843675201562107, "mask_rcnn/false_negative": 0.11518347222943673, "mask_rcnn/false_positive": 0.10807491806308522, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.25, "time": 0.7519580340012908, "total_loss": 1.4118032735859742} {"data_time": 0.016602312214672565, "eta_seconds": 16442.9156043604, "iteration": 248199, "loss_fcos_cls": 0.20092145213857293, "loss_fcos_ctr": 0.6146255154162645, "loss_fcos_loc": 0.16803197146509774, "loss_mask": 0.25450096698477864, "loss_maskiou": 0.004400102468935074, "loss_sem_seg": 0.18972552893683314, "lr": 0.001, "mask_rcnn/accuracy": 0.8864942243131019, "mask_rcnn/false_negative": 0.08729057105891352, "mask_rcnn/false_positive": 0.14127319920771192, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.5, "time": 0.7727406257763505, "total_loss": 1.4300271674437681} {"data_time": 0.017904032953083515, "eta_seconds": 16432.80419739522, "iteration": 248219, "loss_fcos_cls": 0.20234376296866685, "loss_fcos_ctr": 0.6162733398377895, "loss_fcos_loc": 0.17458573752082884, "loss_mask": 0.2554598692804575, "loss_maskiou": 0.004484161414438859, "loss_sem_seg": 0.18571864091791213, "lr": 0.001, "mask_rcnn/accuracy": 0.8988691580528315, "mask_rcnn/false_negative": 0.0848433952501409, "mask_rcnn/false_positive": 0.12375369909971115, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 25.75, "time": 0.7554016392678022, "total_loss": 1.443735414686671} {"data_time": 0.016589361242949963, "eta_seconds": 16425.26469888445, "iteration": 248239, "loss_fcos_cls": 0.20163776585832238, "loss_fcos_ctr": 0.6167915929108858, "loss_fcos_loc": 0.16791289468528703, "loss_mask": 0.25829101447016, "loss_maskiou": 0.005149434011400444, "loss_sem_seg": 0.2021483255084604, "lr": 0.001, "mask_rcnn/accuracy": 0.88582497481954, "mask_rcnn/false_negative": 0.10539210100571718, "mask_rcnn/false_positive": 0.13652882063920269, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.5, "time": 0.756014958024025, "total_loss": 1.4583018711564364} {"data_time": 0.016758409328758717, "eta_seconds": 16419.834192194045, "iteration": 248259, "loss_fcos_cls": 0.20071304764132947, "loss_fcos_ctr": 0.6179574988782406, "loss_fcos_loc": 0.1759608929278329, "loss_mask": 0.25595049653202295, "loss_maskiou": 0.004452581597433891, "loss_sem_seg": 0.18559358082711697, "lr": 0.001, "mask_rcnn/accuracy": 0.9037052767535585, "mask_rcnn/false_negative": 0.07742628820660172, "mask_rcnn/false_positive": 0.11428952677925562, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.25, "time": 0.7583215273916721, "total_loss": 1.4473527721784194} {"data_time": 0.017406472004950047, "eta_seconds": 16408.80691591371, "iteration": 248279, "loss_fcos_cls": 0.1964110701228492, "loss_fcos_ctr": 0.6151372939348221, "loss_fcos_loc": 0.17355086788302287, "loss_mask": 0.2534930808469653, "loss_maskiou": 0.004649862033147656, "loss_sem_seg": 0.18334356974810362, "lr": 0.001, "mask_rcnn/accuracy": 0.8805335036202383, "mask_rcnn/false_negative": 0.10027061831429651, "mask_rcnn/false_positive": 0.1457330563925508, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 38.25, "time": 0.7625214634463191, "total_loss": 1.4524434167906293} {"data_time": 0.015263820067048073, "eta_seconds": 16393.69821289275, "iteration": 248299, "loss_fcos_cls": 0.19818343839142472, "loss_fcos_ctr": 0.6150266956537962, "loss_fcos_loc": 0.16481227544136345, "loss_mask": 0.24819287285208702, "loss_maskiou": 0.0045306566171348095, "loss_sem_seg": 0.19155538850463927, "lr": 0.001, "mask_rcnn/accuracy": 0.8841185410334347, "mask_rcnn/false_negative": 0.09788671889395052, "mask_rcnn/false_positive": 0.16084331901213572, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 24.5, "time": 0.7632668185979128, "total_loss": 1.4198050602135481} {"data_time": 0.01733483374118805, "eta_seconds": 16364.88047132548, "iteration": 248319, "loss_fcos_cls": 0.1937866269145161, "loss_fcos_ctr": 0.6156576094217598, "loss_fcos_loc": 0.1700863860314712, "loss_mask": 0.25677523016929626, "loss_maskiou": 0.00437489764590282, "loss_sem_seg": 0.20847121439874172, "lr": 0.001, "mask_rcnn/accuracy": 0.8837278969312683, "mask_rcnn/false_negative": 0.10456189907831373, "mask_rcnn/false_positive": 0.13252180105856692, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 31.0, "time": 0.7469333205372095, "total_loss": 1.4404622831352754} {"data_time": 0.01624466013163328, "eta_seconds": 16347.020560743287, "iteration": 248339, "loss_fcos_cls": 0.203213736822363, "loss_fcos_ctr": 0.614782040938735, "loss_fcos_loc": 0.1682988868560642, "loss_mask": 0.2575641544535756, "loss_maskiou": 0.00473675224930048, "loss_sem_seg": 0.19296547840349376, "lr": 0.001, "mask_rcnn/accuracy": 0.8958612818833538, "mask_rcnn/false_negative": 0.09676828597916577, "mask_rcnn/false_positive": 0.1419691427541233, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 29.75, "time": 0.7427859921008348, "total_loss": 1.4454175792707247} {"data_time": 0.022328628227114677, "eta_seconds": 16331.927055770531, "iteration": 248359, "loss_fcos_cls": 0.19887214910704643, "loss_fcos_ctr": 0.6159070506691933, "loss_fcos_loc": 0.16879170201718807, "loss_mask": 0.25554024055600166, "loss_maskiou": 0.004812048195162788, "loss_sem_seg": 0.17040364840067923, "lr": 0.001, "mask_rcnn/accuracy": 0.8799683585017931, "mask_rcnn/false_negative": 0.10186672626581104, "mask_rcnn/false_positive": 0.12081903372368172, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 22.25, "time": 0.7431780248880386, "total_loss": 1.4048720338905696} {"data_time": 0.015802237205207348, "eta_seconds": 16319.592300656252, "iteration": 248379, "loss_fcos_cls": 0.20137307071126997, "loss_fcos_ctr": 0.6145987212657928, "loss_fcos_loc": 0.16627744561992586, "loss_mask": 0.25138450134545565, "loss_maskiou": 0.004418864213221241, "loss_sem_seg": 0.1768557586474344, "lr": 0.001, "mask_rcnn/accuracy": 0.8796182517629477, "mask_rcnn/false_negative": 0.1136503653464032, "mask_rcnn/false_positive": 0.12128741812259183, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 32.0, "time": 0.7660396844148636, "total_loss": 1.4112554955136147} {"data_time": 0.016269887797534466, "eta_seconds": 16295.860586056486, "iteration": 248399, "loss_fcos_cls": 0.1966828095028177, "loss_fcos_ctr": 0.6175705092027783, "loss_fcos_loc": 0.17833868763409555, "loss_mask": 0.2569187334738672, "loss_maskiou": 0.004407171989441849, "loss_sem_seg": 0.204255030490458, "lr": 0.001, "mask_rcnn/accuracy": 0.8826190476190476, "mask_rcnn/false_negative": 0.0912979219362198, "mask_rcnn/false_positive": 0.14686331014555729, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.5, "time": 0.7512488383799791, "total_loss": 1.47242612199625} {"data_time": 0.01568849291652441, "eta_seconds": 16289.400186876766, "iteration": 248419, "loss_fcos_cls": 0.20087779173627496, "loss_fcos_ctr": 0.617415034212172, "loss_fcos_loc": 0.17861819674726576, "loss_mask": 0.25179390935227275, "loss_maskiou": 0.004561450818073354, "loss_sem_seg": 0.19656722340732813, "lr": 0.001, "mask_rcnn/accuracy": 0.8861654736521474, "mask_rcnn/false_negative": 0.0953166855748247, "mask_rcnn/false_positive": 0.13898463684464016, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.25, "time": 0.766927651129663, "total_loss": 1.4547255369543564} {"data_time": 0.016081583686172962, "eta_seconds": 16282.690243137069, "iteration": 248439, "loss_fcos_cls": 0.19353804527781904, "loss_fcos_ctr": 0.6190104018896818, "loss_fcos_loc": 0.17434524599229917, "loss_mask": 0.2445616079494357, "loss_maskiou": 0.004718836033134721, "loss_sem_seg": 0.1753887354861945, "lr": 0.001, "mask_rcnn/accuracy": 0.8894100040584416, "mask_rcnn/false_negative": 0.07833925289420111, "mask_rcnn/false_positive": 0.1372032858559577, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.0, "time": 0.7585015427321196, "total_loss": 1.4736248251138022} {"data_time": 0.015104713849723339, "eta_seconds": 16264.219044374302, "iteration": 248459, "loss_fcos_cls": 0.19522971543483436, "loss_fcos_ctr": 0.6149463830515742, "loss_fcos_loc": 0.17057780746836215, "loss_mask": 0.24911369429901242, "loss_maskiou": 0.00460088860563701, "loss_sem_seg": 0.1947286338545382, "lr": 0.001, "mask_rcnn/accuracy": 0.894831828810702, "mask_rcnn/false_negative": 0.09302470823550571, "mask_rcnn/false_positive": 0.12802795444154674, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.75, "time": 0.7502707429230213, "total_loss": 1.4311484694571845} {"data_time": 0.014913571998476982, "eta_seconds": 16256.292283432558, "iteration": 248479, "loss_fcos_cls": 0.20098603167571127, "loss_fcos_ctr": 0.6137360688298941, "loss_fcos_loc": 0.16227759839966893, "loss_mask": 0.2423671749420464, "loss_maskiou": 0.004379480500574573, "loss_sem_seg": 0.18922058399766684, "lr": 0.001, "mask_rcnn/accuracy": 0.8969220934901738, "mask_rcnn/false_negative": 0.09479765964767317, "mask_rcnn/false_positive": 0.12962221299676135, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7686116900295019, "total_loss": 1.4265032418948067} {"data_time": 0.020211121067404747, "eta_seconds": 16250.00902475696, "iteration": 248499, "loss_fcos_cls": 0.19939684262499213, "loss_fcos_ctr": 0.6151327453553677, "loss_fcos_loc": 0.1630620495416224, "loss_mask": 0.2590255942195654, "loss_maskiou": 0.004799746755452361, "loss_sem_seg": 0.19266295456327498, "lr": 0.001, "mask_rcnn/accuracy": 0.8793183318103361, "mask_rcnn/false_negative": 0.10452712991901589, "mask_rcnn/false_positive": 0.13824121525971655, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.0, "time": 0.7674430450424552, "total_loss": 1.4344261023652507} {"data_time": 0.015127826482057571, "eta_seconds": 16253.216177665628, "iteration": 248519, "loss_fcos_cls": 0.1991983579209773, "loss_fcos_ctr": 0.6138520007953048, "loss_fcos_loc": 0.16363548615481704, "loss_mask": 0.25673805736005306, "loss_maskiou": 0.00470271260564914, "loss_sem_seg": 0.18311003991402686, "lr": 0.001, "mask_rcnn/accuracy": 0.8809915025037793, "mask_rcnn/false_negative": 0.10232873892418684, "mask_rcnn/false_positive": 0.1299545953080965, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 35.0, "time": 0.7747200010344386, "total_loss": 1.42436589486897} {"data_time": 0.01695404853671789, "eta_seconds": 16228.285650725476, "iteration": 248539, "loss_fcos_cls": 0.2047272613272071, "loss_fcos_ctr": 0.6156103238463402, "loss_fcos_loc": 0.17786982748657465, "loss_mask": 0.2527554305270314, "loss_maskiou": 0.004670902237194241, "loss_sem_seg": 0.19075086060911417, "lr": 0.001, "mask_rcnn/accuracy": 0.873971779031547, "mask_rcnn/false_negative": 0.09314736483459438, "mask_rcnn/false_positive": 0.14931711268585068, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 31.5, "time": 0.7423069700598717, "total_loss": 1.4470050803283812} {"data_time": 0.015630128793418407, "eta_seconds": 16213.162137701176, "iteration": 248559, "loss_fcos_cls": 0.20899728225776926, "loss_fcos_ctr": 0.6143735428340733, "loss_fcos_loc": 0.15993698476813734, "loss_mask": 0.2463836371898651, "loss_maskiou": 0.004391455113363918, "loss_sem_seg": 0.20858062570914626, "lr": 0.001, "mask_rcnn/accuracy": 0.8867108428737349, "mask_rcnn/false_negative": 0.09281351121860419, "mask_rcnn/false_positive": 0.13157815781084153, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 29.0, "time": 0.7514290111139417, "total_loss": 1.4374922042479739} {"data_time": 0.015231741592288017, "eta_seconds": 16191.69002035167, "iteration": 248579, "loss_fcos_cls": 0.19096307165455073, "loss_fcos_ctr": 0.6144505739212036, "loss_fcos_loc": 0.16414840589277446, "loss_mask": 0.26437780703417957, "loss_maskiou": 0.00469783230619214, "loss_sem_seg": 0.1788512400817126, "lr": 0.001, "mask_rcnn/accuracy": 0.878130797773655, "mask_rcnn/false_negative": 0.09002852868024437, "mask_rcnn/false_positive": 0.13240123965365652, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.75, "time": 0.752526949159801, "total_loss": 1.4289348516231257} {"data_time": 0.016794821247458458, "eta_seconds": 16185.232576072216, "iteration": 248599, "loss_fcos_cls": 0.2061005407012999, "loss_fcos_ctr": 0.6140827229246497, "loss_fcos_loc": 0.17440684442408383, "loss_mask": 0.24214382097125053, "loss_maskiou": 0.004218930364004336, "loss_sem_seg": 0.17273382982239127, "lr": 0.001, "mask_rcnn/accuracy": 0.9072999894561729, "mask_rcnn/false_negative": 0.09658926957357768, "mask_rcnn/false_positive": 0.09956311441044796, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 32.75, "time": 0.7600195053964853, "total_loss": 1.4254174896250333} {"data_time": 0.014701108448207378, "eta_seconds": 16176.69924493879, "iteration": 248619, "loss_fcos_cls": 0.19752347748726606, "loss_fcos_ctr": 0.6179454624652863, "loss_fcos_loc": 0.16920398990623653, "loss_mask": 0.2517846068367362, "loss_maskiou": 0.004590950258716475, "loss_sem_seg": 0.19355342886410654, "lr": 0.001, "mask_rcnn/accuracy": 0.9058261877822156, "mask_rcnn/false_negative": 0.0823316003232175, "mask_rcnn/false_positive": 0.1241087906510002, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 28.25, "time": 0.7650764212012291, "total_loss": 1.429498952391441} {"data_time": 0.017040781676769257, "eta_seconds": 16146.337263653986, "iteration": 248639, "loss_fcos_cls": 0.19633613643236458, "loss_fcos_ctr": 0.61403838545084, "loss_fcos_loc": 0.16821736586280167, "loss_mask": 0.2569948947057128, "loss_maskiou": 0.00463987939292565, "loss_sem_seg": 0.20470342668704689, "lr": 0.001, "mask_rcnn/accuracy": 0.8759628851540616, "mask_rcnn/false_negative": 0.10696171212446981, "mask_rcnn/false_positive": 0.13067281869393382, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 25.5, "time": 0.7500953525304794, "total_loss": 1.4304371437465306} {"data_time": 0.016967279836535454, "eta_seconds": 16120.325896600261, "iteration": 248659, "loss_fcos_cls": 0.20523652870906517, "loss_fcos_ctr": 0.6166579313576221, "loss_fcos_loc": 0.17468876671046019, "loss_mask": 0.25716550974175334, "loss_maskiou": 0.0047417990790563636, "loss_sem_seg": 0.20581667125225067, "lr": 0.001, "mask_rcnn/accuracy": 0.888062428167614, "mask_rcnn/false_negative": 0.08782734835765386, "mask_rcnn/false_positive": 0.1348490975611954, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 29.25, "time": 0.7518729753792286, "total_loss": 1.4373434960725717} {"data_time": 0.018171489238739014, "eta_seconds": 16107.345255346969, "iteration": 248679, "loss_fcos_cls": 0.1978260783944279, "loss_fcos_ctr": 0.614336246624589, "loss_fcos_loc": 0.1672600768506527, "loss_mask": 0.24270786065608263, "loss_maskiou": 0.004476981754123699, "loss_sem_seg": 0.18566637160256505, "lr": 0.001, "mask_rcnn/accuracy": 0.8880071161117509, "mask_rcnn/false_negative": 0.10830027905668639, "mask_rcnn/false_positive": 0.12094168371087193, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.5, "time": 0.7650264147669077, "total_loss": 1.4237724942940986} {"data_time": 0.016779816709458828, "eta_seconds": 16092.235884064808, "iteration": 248699, "loss_fcos_cls": 0.2011344893835485, "loss_fcos_ctr": 0.6159098083153367, "loss_fcos_loc": 0.15977820078842342, "loss_mask": 0.2465940248221159, "loss_maskiou": 0.004281546949641779, "loss_sem_seg": 0.21385179040953517, "lr": 0.001, "mask_rcnn/accuracy": 0.8790867891779137, "mask_rcnn/false_negative": 0.11302698899999666, "mask_rcnn/false_positive": 0.1178528709513513, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.75, "time": 0.7343309679999948, "total_loss": 1.438595112755138} {"data_time": 0.017106383107602596, "eta_seconds": 16077.126512782648, "iteration": 248719, "loss_fcos_cls": 0.2078933207085356, "loss_fcos_ctr": 0.6162195606157184, "loss_fcos_loc": 0.17807531752623618, "loss_mask": 0.26522205863147974, "loss_maskiou": 0.004915304562018719, "loss_sem_seg": 0.2058061450952664, "lr": 0.001, "mask_rcnn/accuracy": 0.8625586364682859, "mask_rcnn/false_negative": 0.09445089743796717, "mask_rcnn/false_positive": 0.1467772629326084, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.0, "time": 0.7501488123089075, "total_loss": 1.480154092729208} {"data_time": 0.016188735142350197, "eta_seconds": 16062.017141500488, "iteration": 248739, "loss_fcos_cls": 0.2001236312207766, "loss_fcos_ctr": 0.6168706971220672, "loss_fcos_loc": 0.16755057917907834, "loss_mask": 0.24630058137699962, "loss_maskiou": 0.00467020587893785, "loss_sem_seg": 0.2065778519026935, "lr": 0.001, "mask_rcnn/accuracy": 0.8842170796890185, "mask_rcnn/false_negative": 0.09307970403396716, "mask_rcnn/false_positive": 0.12114710510832097, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 31.75, "time": 0.7366047706454992, "total_loss": 1.444682809884398} {"data_time": 0.016272111795842648, "eta_seconds": 16039.577210388146, "iteration": 248759, "loss_fcos_cls": 0.20615301583893597, "loss_fcos_ctr": 0.6144810812547803, "loss_fcos_loc": 0.1684304317459464, "loss_mask": 0.2523551848717034, "loss_maskiou": 0.004685887990490301, "loss_sem_seg": 0.18874502228572965, "lr": 0.001, "mask_rcnn/accuracy": 0.8724109996838667, "mask_rcnn/false_negative": 0.10256429125129132, "mask_rcnn/false_positive": 0.1486902606828403, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 28.25, "time": 0.7545254956930876, "total_loss": 1.424251598167757} {"data_time": 0.015465022064745426, "eta_seconds": 16019.182919873856, "iteration": 248779, "loss_fcos_cls": 0.1944169090129435, "loss_fcos_ctr": 0.6143824337050319, "loss_fcos_loc": 0.15934032434597611, "loss_mask": 0.2553247674368322, "loss_maskiou": 0.004255250551068457, "loss_sem_seg": 0.1779280686751008, "lr": 0.001, "mask_rcnn/accuracy": 0.8859783663102396, "mask_rcnn/false_negative": 0.09940770527458176, "mask_rcnn/false_positive": 0.11938291695973187, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.5, "time": 0.7397415265440941, "total_loss": 1.3799327667220496} {"data_time": 0.01602406334131956, "eta_seconds": 16005.457753107883, "iteration": 248799, "loss_fcos_cls": 0.2055964298779145, "loss_fcos_ctr": 0.6187958992086351, "loss_fcos_loc": 0.18175199162214994, "loss_mask": 0.25758342258632183, "loss_maskiou": 0.004550770376226865, "loss_sem_seg": 0.1850034319795668, "lr": 0.001, "mask_rcnn/accuracy": 0.884356914407554, "mask_rcnn/false_negative": 0.09928881728265666, "mask_rcnn/false_positive": 0.1431812529195745, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 26.25, "time": 0.7686529373750091, "total_loss": 1.4814567212306429} {"data_time": 0.016663365066051483, "eta_seconds": 15994.108796947636, "iteration": 248819, "loss_fcos_cls": 0.19283537042792886, "loss_fcos_ctr": 0.6129893371835351, "loss_fcos_loc": 0.16716006444767118, "loss_mask": 0.25359074864536524, "loss_maskiou": 0.004487559563131072, "loss_sem_seg": 0.2035859115421772, "lr": 0.001, "mask_rcnn/accuracy": 0.886637132531584, "mask_rcnn/false_negative": 0.09275242862683622, "mask_rcnn/false_positive": 0.129386616734109, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 22.5, "time": 0.762938417494297, "total_loss": 1.428033737323858} {"data_time": 0.016523409634828568, "eta_seconds": 15971.970174644142, "iteration": 248839, "loss_fcos_cls": 0.21094811998773366, "loss_fcos_ctr": 0.6161050628870726, "loss_fcos_loc": 0.17454423615708947, "loss_mask": 0.2507677376270294, "loss_maskiou": 0.004275427632819628, "loss_sem_seg": 0.19509782828390598, "lr": 0.001, "mask_rcnn/accuracy": 0.8754861240342136, "mask_rcnn/false_negative": 0.10590648409362077, "mask_rcnn/false_positive": 0.13643791182561948, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 30.25, "time": 0.7436369117349386, "total_loss": 1.4508559540336137} {"data_time": 0.016448410227894783, "eta_seconds": 15955.485226004384, "iteration": 248859, "loss_fcos_cls": 0.20190966641530395, "loss_fcos_ctr": 0.6159441825002432, "loss_fcos_loc": 0.16727347619598731, "loss_mask": 0.26281442772597075, "loss_maskiou": 0.004793888892891118, "loss_sem_seg": 0.19783017807640135, "lr": 0.001, "mask_rcnn/accuracy": 0.8718563531063531, "mask_rcnn/false_negative": 0.09214043857224422, "mask_rcnn/false_positive": 0.19071979424474667, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.25, "time": 0.7589034736156464, "total_loss": 1.452355466557492} {"data_time": 0.01752716675400734, "eta_seconds": 15926.915563141927, "iteration": 248879, "loss_fcos_cls": 0.20092311420012265, "loss_fcos_ctr": 0.6176431700587273, "loss_fcos_loc": 0.17630123830167577, "loss_mask": 0.2552990927360952, "loss_maskiou": 0.004726654860860435, "loss_sem_seg": 0.19387005362659693, "lr": 0.001, "mask_rcnn/accuracy": 0.9082014438428432, "mask_rcnn/false_negative": 0.08733772188824865, "mask_rcnn/false_positive": 0.116182132630332, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.25, "time": 0.7524507651105523, "total_loss": 1.4544911645971297} {"data_time": 0.015725872479379177, "eta_seconds": 15924.518976555206, "iteration": 248899, "loss_fcos_cls": 0.20302639424335212, "loss_fcos_ctr": 0.6165640261024237, "loss_fcos_loc": 0.17124505760148168, "loss_mask": 0.25316700898110867, "loss_maskiou": 0.0052331923943711445, "loss_sem_seg": 0.17466511158272624, "lr": 0.001, "mask_rcnn/accuracy": 0.8808552618983804, "mask_rcnn/false_negative": 0.08962519609508487, "mask_rcnn/false_positive": 0.14121238073349696, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 24.5, "time": 0.7630804926156998, "total_loss": 1.4324113994516665} {"data_time": 0.01691291108727455, "eta_seconds": 15914.865095668472, "iteration": 248919, "loss_fcos_cls": 0.20270715455990285, "loss_fcos_ctr": 0.6178023852407932, "loss_fcos_loc": 0.1823950377292931, "loss_mask": 0.2614874839782715, "loss_maskiou": 0.004969703673850745, "loss_sem_seg": 0.19770327862352133, "lr": 0.001, "mask_rcnn/accuracy": 0.8781219987995198, "mask_rcnn/false_negative": 0.08859492848642159, "mask_rcnn/false_positive": 0.14758308421416755, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 27.25, "time": 0.7638754909858108, "total_loss": 1.4689740718895337} {"data_time": 0.0167135214433074, "eta_seconds": 15903.494895071723, "iteration": 248939, "loss_fcos_cls": 0.1986474373843521, "loss_fcos_ctr": 0.6161613408476114, "loss_fcos_loc": 0.16969039372634143, "loss_mask": 0.26059357449412346, "loss_maskiou": 0.0046258398942882195, "loss_sem_seg": 0.1867050665896386, "lr": 0.001, "mask_rcnn/accuracy": 0.8935272796726264, "mask_rcnn/false_negative": 0.08594109091715019, "mask_rcnn/false_positive": 0.1229039229227323, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.25, "time": 0.780034214258194, "total_loss": 1.435857552678499} {"data_time": 0.01586922723799944, "eta_seconds": 15891.681779287755, "iteration": 248959, "loss_fcos_cls": 0.2040638196049258, "loss_fcos_ctr": 0.6169229755178094, "loss_fcos_loc": 0.16949315450619906, "loss_mask": 0.26340316236019135, "loss_maskiou": 0.004635207529645413, "loss_sem_seg": 0.20320815546438098, "lr": 0.001, "mask_rcnn/accuracy": 0.8964423607280749, "mask_rcnn/false_negative": 0.08209556560550804, "mask_rcnn/false_positive": 0.12141183499212677, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.25, "time": 0.7759943855926394, "total_loss": 1.4515881115657976} {"data_time": 0.01707452442497015, "eta_seconds": 15878.061276460066, "iteration": 248979, "loss_fcos_cls": 0.19761652394663543, "loss_fcos_ctr": 0.6141879074275494, "loss_fcos_loc": 0.16390168003272265, "loss_mask": 0.24937954358756542, "loss_maskiou": 0.0044482710436568595, "loss_sem_seg": 0.21031210431829095, "lr": 0.001, "mask_rcnn/accuracy": 0.8703144758581859, "mask_rcnn/false_negative": 0.10406596755757719, "mask_rcnn/false_positive": 0.15189933928349278, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.0, "time": 0.7464254517108202, "total_loss": 1.4325847608270124} {"data_time": 0.017605419270694256, "eta_seconds": 15865.595314832404, "iteration": 248999, "loss_fcos_cls": 0.21241106721572578, "loss_fcos_ctr": 0.6163230463862419, "loss_fcos_loc": 0.17458092916058376, "loss_mask": 0.2470950148999691, "loss_maskiou": 0.004446585677214898, "loss_sem_seg": 0.21495619555935264, "lr": 0.001, "mask_rcnn/accuracy": 0.8951672335600908, "mask_rcnn/false_negative": 0.09299963473013183, "mask_rcnn/false_positive": 0.12498487053859825, "roi_head/num_bg_samples": 70.25, "roi_head/num_fg_samples": 29.25, "time": 0.7578451717272401, "total_loss": 1.4658206380481715} {"data_time": 0.016100196167826653, "eta_seconds": 15843.085627154447, "iteration": 249019, "loss_fcos_cls": 0.206012740614824, "loss_fcos_ctr": 0.6151293693110347, "loss_fcos_loc": 0.169312076526694, "loss_mask": 0.25092723686248064, "loss_maskiou": 0.00413983204998658, "loss_sem_seg": 0.1973031098023057, "lr": 0.001, "mask_rcnn/accuracy": 0.8902470733479153, "mask_rcnn/false_negative": 0.0918687809326239, "mask_rcnn/false_positive": 0.1311397264808378, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 30.75, "time": 0.7456151312217116, "total_loss": 1.4442230060521979} {"data_time": 0.015918634831905365, "eta_seconds": 15835.376572268084, "iteration": 249039, "loss_fcos_cls": 0.20845703152008355, "loss_fcos_ctr": 0.6159157361835241, "loss_fcos_loc": 0.17467088100966066, "loss_mask": 0.24901675805449486, "loss_maskiou": 0.004138642965699546, "loss_sem_seg": 0.18479002406820655, "lr": 0.001, "mask_rcnn/accuracy": 0.9170484600090036, "mask_rcnn/false_negative": 0.06895405344808957, "mask_rcnn/false_positive": 0.11095742408969805, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 20.0, "time": 0.7648896146565676, "total_loss": 1.4338230292705703} {"data_time": 0.017006730660796165, "eta_seconds": 15831.476255221292, "iteration": 249059, "loss_fcos_cls": 0.20670449116732925, "loss_fcos_ctr": 0.6178672751411796, "loss_fcos_loc": 0.16855603887233883, "loss_mask": 0.24450460029765964, "loss_maskiou": 0.004284127207938582, "loss_sem_seg": 0.21683638251852244, "lr": 0.001, "mask_rcnn/accuracy": 0.8827892669859936, "mask_rcnn/false_negative": 0.09956802984243696, "mask_rcnn/false_positive": 0.14922248489826512, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 40.0, "time": 0.7573102191090584, "total_loss": 1.4553751423663925} {"data_time": 0.015981322154402733, "eta_seconds": 15816.356178572401, "iteration": 249079, "loss_fcos_cls": 0.2076915893703699, "loss_fcos_ctr": 0.6133471094071865, "loss_fcos_loc": 0.16949348599882796, "loss_mask": 0.2489744839258492, "loss_maskiou": 0.004326154899899848, "loss_sem_seg": 0.19619891978800297, "lr": 0.001, "mask_rcnn/accuracy": 0.8908891207998351, "mask_rcnn/false_negative": 0.09219026707818512, "mask_rcnn/false_positive": 0.12521501801451032, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.75, "time": 0.754443989135325, "total_loss": 1.427969262615079} {"data_time": 0.015405101701617241, "eta_seconds": 15801.23610192351, "iteration": 249099, "loss_fcos_cls": 0.19945391616784036, "loss_fcos_ctr": 0.6149292616173625, "loss_fcos_loc": 0.16565636929590255, "loss_mask": 0.26954076904803514, "loss_maskiou": 0.004980348676326685, "loss_sem_seg": 0.1887048026546836, "lr": 0.001, "mask_rcnn/accuracy": 0.8874063021434989, "mask_rcnn/false_negative": 0.08765715607561914, "mask_rcnn/false_positive": 0.12623065387332347, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.25, "time": 0.7540670838207006, "total_loss": 1.4623915813899657} {"data_time": 0.016067685559391975, "eta_seconds": 15778.208352239802, "iteration": 249119, "loss_fcos_cls": 0.19250335451215506, "loss_fcos_ctr": 0.6150916740298271, "loss_fcos_loc": 0.16260784515179694, "loss_mask": 0.24050046922639012, "loss_maskiou": 0.00435558587196283, "loss_sem_seg": 0.19181122549343854, "lr": 0.001, "mask_rcnn/accuracy": 0.8938239489620892, "mask_rcnn/false_negative": 0.1128255784553871, "mask_rcnn/false_positive": 0.09879857185357797, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 27.0, "time": 0.7524538850411773, "total_loss": 1.4348828146175947} {"data_time": 0.016979394480586052, "eta_seconds": 15748.018929136917, "iteration": 249139, "loss_fcos_cls": 0.19592917838599533, "loss_fcos_ctr": 0.6189945391379297, "loss_fcos_loc": 0.17724733357317746, "loss_mask": 0.2584795393049717, "loss_maskiou": 0.004417417265358381, "loss_sem_seg": 0.18967867852188647, "lr": 0.001, "mask_rcnn/accuracy": 0.8877384727675426, "mask_rcnn/false_negative": 0.10408102684161012, "mask_rcnn/false_positive": 0.11165785731104141, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 39.75, "time": 0.7407113360241055, "total_loss": 1.4383547442121198} {"data_time": 0.014226356521248817, "eta_seconds": 15732.920881172642, "iteration": 249159, "loss_fcos_cls": 0.20111283822916448, "loss_fcos_ctr": 0.6152603216469288, "loss_fcos_loc": 0.1660716945771128, "loss_mask": 0.25351780047640204, "loss_maskiou": 0.004840198664169293, "loss_sem_seg": 0.18525357241742313, "lr": 0.001, "mask_rcnn/accuracy": 0.8616429975100087, "mask_rcnn/false_negative": 0.10619412184600105, "mask_rcnn/false_positive": 0.12438653372086553, "roi_head/num_bg_samples": 72.0, "roi_head/num_fg_samples": 32.0, "time": 0.7560276119038463, "total_loss": 1.4338056052147294} {"data_time": 0.01748417131602764, "eta_seconds": 15723.588980379514, "iteration": 249179, "loss_fcos_cls": 0.19813902024179697, "loss_fcos_ctr": 0.6152359303086996, "loss_fcos_loc": 0.16372675832826644, "loss_mask": 0.24793392745777965, "loss_maskiou": 0.004398689632580499, "loss_sem_seg": 0.18753252178430557, "lr": 0.001, "mask_rcnn/accuracy": 0.903246604492861, "mask_rcnn/false_negative": 0.08253364056624392, "mask_rcnn/false_positive": 0.12078333989577307, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.5, "time": 0.755590490065515, "total_loss": 1.392472108853326} {"data_time": 0.018626454286277294, "eta_seconds": 15699.344158704393, "iteration": 249199, "loss_fcos_cls": 0.19555718614719808, "loss_fcos_ctr": 0.6134477248415351, "loss_fcos_loc": 0.1630618656054139, "loss_mask": 0.2530877715907991, "loss_maskiou": 0.004630642226402415, "loss_sem_seg": 0.1671320735476911, "lr": 0.001, "mask_rcnn/accuracy": 0.9085836480057634, "mask_rcnn/false_negative": 0.0747827853267517, "mask_rcnn/false_positive": 0.11413508166734701, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 21.75, "time": 0.7413672190159559, "total_loss": 1.3978787791675131} {"data_time": 0.015304791741073132, "eta_seconds": 15683.786882436834, "iteration": 249219, "loss_fcos_cls": 0.19701676187105477, "loss_fcos_ctr": 0.6195768075995147, "loss_fcos_loc": 0.1757555091753602, "loss_mask": 0.25757601112127304, "loss_maskiou": 0.004984401934052585, "loss_sem_seg": 0.1831256013829261, "lr": 0.001, "mask_rcnn/accuracy": 0.8751870464537317, "mask_rcnn/false_negative": 0.11452129459668947, "mask_rcnn/false_positive": 0.13133862939472402, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 37.25, "time": 0.7489049881696701, "total_loss": 1.4598751609191822} {"data_time": 0.01681850664317608, "eta_seconds": 15669.154563668184, "iteration": 249239, "loss_fcos_cls": 0.20444788224995136, "loss_fcos_ctr": 0.6136324964463711, "loss_fcos_loc": 0.1694693072931841, "loss_mask": 0.24783089477568865, "loss_maskiou": 0.004498103327932768, "loss_sem_seg": 0.19595589255914092, "lr": 0.001, "mask_rcnn/accuracy": 0.8996105138483965, "mask_rcnn/false_negative": 0.09216398534996982, "mask_rcnn/false_positive": 0.12021334184341956, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.25, "time": 0.7602812582626939, "total_loss": 1.4230939363660582} {"data_time": 0.015288401395082474, "eta_seconds": 15653.598177595995, "iteration": 249259, "loss_fcos_cls": 0.20097781787626445, "loss_fcos_ctr": 0.6155556784942746, "loss_fcos_loc": 0.16437031992245466, "loss_mask": 0.2462000441737473, "loss_maskiou": 0.004627197369700298, "loss_sem_seg": 0.18326789379352704, "lr": 0.001, "mask_rcnn/accuracy": 0.9012011054421769, "mask_rcnn/false_negative": 0.08355049702030462, "mask_rcnn/false_positive": 0.1206038072048792, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 21.0, "time": 0.7578946640715003, "total_loss": 1.4514613930368796} {"data_time": 0.016288552433252335, "eta_seconds": 15636.339754736982, "iteration": 249279, "loss_fcos_cls": 0.19705665484070778, "loss_fcos_ctr": 0.6149610914289951, "loss_fcos_loc": 0.16623871761839837, "loss_mask": 0.2570406156592071, "loss_maskiou": 0.004261570278686122, "loss_sem_seg": 0.18850628077052534, "lr": 0.001, "mask_rcnn/accuracy": 0.8881459314495028, "mask_rcnn/false_negative": 0.08609919451535561, "mask_rcnn/false_positive": 0.1429646466335951, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 23.5, "time": 0.7531505301594734, "total_loss": 1.4322639515812625} {"data_time": 0.0184050053358078, "eta_seconds": 15621.247491086833, "iteration": 249299, "loss_fcos_cls": 0.21102380589582026, "loss_fcos_ctr": 0.6165474969893694, "loss_fcos_loc": 0.17735146800987422, "loss_mask": 0.2717151055112481, "loss_maskiou": 0.004980690093361773, "loss_sem_seg": 0.1930273042526096, "lr": 0.001, "mask_rcnn/accuracy": 0.8950649902818271, "mask_rcnn/false_negative": 0.09080284552845527, "mask_rcnn/false_positive": 0.14836819058631767, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.25, "time": 0.7606763998046517, "total_loss": 1.4788896462705452} {"data_time": 0.01774830836802721, "eta_seconds": 15609.589773019776, "iteration": 249319, "loss_fcos_cls": 0.18936561257578433, "loss_fcos_ctr": 0.6178453806787729, "loss_fcos_loc": 0.1709186069201678, "loss_mask": 0.2558957193978131, "loss_maskiou": 0.004097419674508274, "loss_sem_seg": 0.1781870829872787, "lr": 0.001, "mask_rcnn/accuracy": 0.9016908536870125, "mask_rcnn/false_negative": 0.09258734339689073, "mask_rcnn/false_positive": 0.11211854767561498, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 31.5, "time": 0.7570402100682259, "total_loss": 1.4184067103706184} {"data_time": 0.015154106542468071, "eta_seconds": 15597.038449494168, "iteration": 249339, "loss_fcos_cls": 0.193985924590379, "loss_fcos_ctr": 0.6134801274165511, "loss_fcos_loc": 0.16667230520397425, "loss_mask": 0.24970729649066925, "loss_maskiou": 0.004373243507870939, "loss_sem_seg": 0.18536451109685004, "lr": 0.001, "mask_rcnn/accuracy": 0.9035192201880753, "mask_rcnn/false_negative": 0.08995741688916943, "mask_rcnn/false_positive": 0.09693200718218903, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 25.5, "time": 0.7511259764432907, "total_loss": 1.4069622482275008} {"data_time": 0.017079921439290047, "eta_seconds": 15589.809070159681, "iteration": 249359, "loss_fcos_cls": 0.20677047409117222, "loss_fcos_ctr": 0.6170201944187284, "loss_fcos_loc": 0.17002215690445155, "loss_mask": 0.24601837806403637, "loss_maskiou": 0.004877947183558717, "loss_sem_seg": 0.17237772943917662, "lr": 0.001, "mask_rcnn/accuracy": 0.8994721817298348, "mask_rcnn/false_negative": 0.07337066384329075, "mask_rcnn/false_positive": 0.11941530590603458, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.75, "time": 0.7614013385027647, "total_loss": 1.4043907920313359} {"data_time": 0.014718304388225079, "eta_seconds": 15566.842353565618, "iteration": 249379, "loss_fcos_cls": 0.20731221680762246, "loss_fcos_ctr": 0.6142882406711578, "loss_fcos_loc": 0.1669662673957646, "loss_mask": 0.25335101690143347, "loss_maskiou": 0.004507933292188682, "loss_sem_seg": 0.17855349532328546, "lr": 0.001, "mask_rcnn/accuracy": 0.8722167814494219, "mask_rcnn/false_negative": 0.12020301927045614, "mask_rcnn/false_positive": 0.13299082407128807, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 35.25, "time": 0.7455800212919712, "total_loss": 1.425696579477517} {"data_time": 0.01628690119832754, "eta_seconds": 15554.38570487313, "iteration": 249399, "loss_fcos_cls": 0.20655750529840589, "loss_fcos_ctr": 0.6169251394458115, "loss_fcos_loc": 0.17802265263162553, "loss_mask": 0.2531544519588351, "loss_maskiou": 0.004485204392040032, "loss_sem_seg": 0.20012326980940998, "lr": 0.001, "mask_rcnn/accuracy": 0.8978114027869213, "mask_rcnn/false_negative": 0.0764275707172109, "mask_rcnn/false_positive": 0.11687992539427157, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 26.5, "time": 0.7570618651807308, "total_loss": 1.4810053354776755} {"data_time": 0.016622383147478104, "eta_seconds": 15542.34593944531, "iteration": 249419, "loss_fcos_cls": 0.20530335523653775, "loss_fcos_ctr": 0.6155844526365399, "loss_fcos_loc": 0.17147549183573574, "loss_mask": 0.2531248792074621, "loss_maskiou": 0.005033047200413421, "loss_sem_seg": 0.16704196762293577, "lr": 0.001, "mask_rcnn/accuracy": 0.8908214738679976, "mask_rcnn/false_negative": 0.09112970963744028, "mask_rcnn/false_positive": 0.12187386850752722, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 34.5, "time": 0.759835870936513, "total_loss": 1.4040489006329153} {"data_time": 0.01525947917252779, "eta_seconds": 15519.909846930765, "iteration": 249439, "loss_fcos_cls": 0.20377113774884492, "loss_fcos_ctr": 0.6133851739577949, "loss_fcos_loc": 0.17105557199101895, "loss_mask": 0.24936523754149675, "loss_maskiou": 0.004422993260959629, "loss_sem_seg": 0.17692688945680857, "lr": 0.001, "mask_rcnn/accuracy": 0.8951773966165413, "mask_rcnn/false_negative": 0.10703268468628555, "mask_rcnn/false_positive": 0.10258946072923761, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 22.0, "time": 0.7459363555535674, "total_loss": 1.4133316640291014} {"data_time": 0.017276971600949764, "eta_seconds": 15512.138765956275, "iteration": 249459, "loss_fcos_cls": 0.20529883541166782, "loss_fcos_ctr": 0.6139689949341118, "loss_fcos_loc": 0.17001161281950772, "loss_mask": 0.23752559628337622, "loss_maskiou": 0.004308035199755977, "loss_sem_seg": 0.1882960218936205, "lr": 0.001, "mask_rcnn/accuracy": 0.9065653734021081, "mask_rcnn/false_negative": 0.0830755759585575, "mask_rcnn/false_positive": 0.09590325809972718, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 20.75, "time": 0.7522311480715871, "total_loss": 1.429581090415013} {"data_time": 0.015556016005575657, "eta_seconds": 15497.035179211758, "iteration": 249479, "loss_fcos_cls": 0.20013502053916454, "loss_fcos_ctr": 0.6173491356894374, "loss_fcos_loc": 0.1706794718047604, "loss_mask": 0.24461077619343996, "loss_maskiou": 0.004423420410603285, "loss_sem_seg": 0.19649330899119377, "lr": 0.001, "mask_rcnn/accuracy": 0.8899383979064948, "mask_rcnn/false_negative": 0.10180406153772129, "mask_rcnn/false_positive": 0.1277921365938891, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 26.25, "time": 0.7635411564260721, "total_loss": 1.4405659763724543} {"data_time": 0.016316541470587254, "eta_seconds": 15473.7295071166, "iteration": 249499, "loss_fcos_cls": 0.1997848362661898, "loss_fcos_ctr": 0.6157352300360799, "loss_fcos_loc": 0.17072446586098522, "loss_mask": 0.24449248518794775, "loss_maskiou": 0.004329155479354085, "loss_sem_seg": 0.17617013107519597, "lr": 0.001, "mask_rcnn/accuracy": 0.8659095817961052, "mask_rcnn/false_negative": 0.11876936935379362, "mask_rcnn/false_positive": 0.15628417247006898, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.75, "time": 0.7522196071222425, "total_loss": 1.3959336306943442} {"data_time": 0.015534227713942528, "eta_seconds": 15432.199964580126, "iteration": 249519, "loss_fcos_cls": 0.204724085284397, "loss_fcos_ctr": 0.6157876839861274, "loss_fcos_loc": 0.16638826509006321, "loss_mask": 0.254930829629302, "loss_maskiou": 0.004357668662123615, "loss_sem_seg": 0.2084874976426363, "lr": 0.001, "mask_rcnn/accuracy": 0.8959487081217463, "mask_rcnn/false_negative": 0.09188224657912142, "mask_rcnn/false_positive": 0.1148545224264029, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.5, "time": 0.7347375117242336, "total_loss": 1.4477446838573087} {"data_time": 0.0184050053358078, "eta_seconds": 15422.008799126372, "iteration": 249539, "loss_fcos_cls": 0.2086377105442807, "loss_fcos_ctr": 0.6124869985505939, "loss_fcos_loc": 0.17090331949293613, "loss_mask": 0.2638334985822439, "loss_maskiou": 0.00458094665009412, "loss_sem_seg": 0.20220481790602207, "lr": 0.001, "mask_rcnn/accuracy": 0.8831469659047153, "mask_rcnn/false_negative": 0.10020253006444907, "mask_rcnn/false_positive": 0.13689728383911126, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.25, "time": 0.7389378426596522, "total_loss": 1.4459280049413792} {"data_time": 0.017708567902445793, "eta_seconds": 15402.060420681722, "iteration": 249559, "loss_fcos_cls": 0.1965858414187096, "loss_fcos_ctr": 0.6140895569697022, "loss_fcos_loc": 0.1630334947258234, "loss_mask": 0.24517405591905117, "loss_maskiou": 0.004100498423213139, "loss_sem_seg": 0.1762567521072924, "lr": 0.001, "mask_rcnn/accuracy": 0.8910860058309038, "mask_rcnn/false_negative": 0.08636017340571514, "mask_rcnn/false_positive": 0.1351663570128136, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.0, "time": 0.7320443261414766, "total_loss": 1.4126632281913771} {"data_time": 0.015916197560727596, "eta_seconds": 15409.955799984746, "iteration": 249579, "loss_fcos_cls": 0.2006862754933536, "loss_fcos_ctr": 0.6153432079590857, "loss_fcos_loc": 0.17198252491652966, "loss_mask": 0.2525549931451678, "loss_maskiou": 0.004548670884105377, "loss_sem_seg": 0.20908657182008028, "lr": 0.001, "mask_rcnn/accuracy": 0.8913550967261905, "mask_rcnn/false_negative": 0.09470769547172417, "mask_rcnn/false_positive": 0.11953699056250539, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.0, "time": 0.7602200852707028, "total_loss": 1.4655340350327606} {"data_time": 0.015345274470746517, "eta_seconds": 15383.529860920273, "iteration": 249599, "loss_fcos_cls": 0.19828841043636203, "loss_fcos_ctr": 0.615607968531549, "loss_fcos_loc": 0.17030390445142984, "loss_mask": 0.24502970138564706, "loss_maskiou": 0.00423725628934335, "loss_sem_seg": 0.17581737460568547, "lr": 0.001, "mask_rcnn/accuracy": 0.8929494278331488, "mask_rcnn/false_negative": 0.07695084347183746, "mask_rcnn/false_positive": 0.14104681262465268, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.25, "time": 0.7386315828189254, "total_loss": 1.4079449653072516} {"data_time": 0.015783495269715786, "eta_seconds": 15354.11248497758, "iteration": 249619, "loss_fcos_cls": 0.2056594097521156, "loss_fcos_ctr": 0.6163738435134292, "loss_fcos_loc": 0.17108484986238182, "loss_mask": 0.252172009088099, "loss_maskiou": 0.004426381223311182, "loss_sem_seg": 0.18837226275354624, "lr": 0.001, "mask_rcnn/accuracy": 0.8921364218764429, "mask_rcnn/false_negative": 0.0835099153466401, "mask_rcnn/false_positive": 0.11731205946361561, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 28.75, "time": 0.7529196785762906, "total_loss": 1.4479842338405433} {"data_time": 0.017033173702657223, "eta_seconds": 15356.142152717337, "iteration": 249639, "loss_fcos_cls": 0.19725877197925, "loss_fcos_ctr": 0.6192544447258115, "loss_fcos_loc": 0.17114261537790298, "loss_mask": 0.2723703561350703, "loss_maskiou": 0.004894622441497631, "loss_sem_seg": 0.1977909915149212, "lr": 0.001, "mask_rcnn/accuracy": 0.8817634359487038, "mask_rcnn/false_negative": 0.09327253932453762, "mask_rcnn/false_positive": 0.1394853184602699, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 37.75, "time": 0.7612384026870131, "total_loss": 1.489451235764136} {"data_time": 0.01563631370663643, "eta_seconds": 15352.964826313779, "iteration": 249659, "loss_fcos_cls": 0.19526705448515713, "loss_fcos_ctr": 0.6167967282235622, "loss_fcos_loc": 0.16733632888644934, "loss_mask": 0.24249201267957687, "loss_maskiou": 0.004269069759175181, "loss_sem_seg": 0.18421434191986918, "lr": 0.001, "mask_rcnn/accuracy": 0.897608418367347, "mask_rcnn/false_negative": 0.08191778247287716, "mask_rcnn/false_positive": 0.11906896058868394, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.25, "time": 0.7754508228972554, "total_loss": 1.4099888091877801} {"data_time": 0.016457933001220226, "eta_seconds": 15336.83773088269, "iteration": 249679, "loss_fcos_cls": 0.2027409989386797, "loss_fcos_ctr": 0.6157425483688712, "loss_fcos_loc": 0.17348229931667447, "loss_mask": 0.2546395678073168, "loss_maskiou": 0.004414463663124479, "loss_sem_seg": 0.20724950241856277, "lr": 0.001, "mask_rcnn/accuracy": 0.8983930498984377, "mask_rcnn/false_negative": 0.08000642019967773, "mask_rcnn/false_positive": 0.1246940730423332, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.75, "time": 0.7513403026387095, "total_loss": 1.4426641817262862} {"data_time": 0.016088691540062428, "eta_seconds": 15330.065509423614, "iteration": 249699, "loss_fcos_cls": 0.19761235150508583, "loss_fcos_ctr": 0.6160556189715862, "loss_fcos_loc": 0.16823161905631423, "loss_mask": 0.24539675563573837, "loss_maskiou": 0.004047782451380044, "loss_sem_seg": 0.1925594382919371, "lr": 0.001, "mask_rcnn/accuracy": 0.8874275606469002, "mask_rcnn/false_negative": 0.0845187432122931, "mask_rcnn/false_positive": 0.13300576661737673, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 34.0, "time": 0.7606611540541053, "total_loss": 1.4351936327584554} {"data_time": 0.015916984528303146, "eta_seconds": 15311.085399397649, "iteration": 249719, "loss_fcos_cls": 0.20213641849113628, "loss_fcos_ctr": 0.6185353603214025, "loss_fcos_loc": 0.18369846901623532, "loss_mask": 0.2507653469219804, "loss_maskiou": 0.004453347028174903, "loss_sem_seg": 0.20011840388178825, "lr": 0.001, "mask_rcnn/accuracy": 0.8911189597671427, "mask_rcnn/false_negative": 0.09460427761559674, "mask_rcnn/false_positive": 0.11913857989074654, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 20.5, "time": 0.7391389636322856, "total_loss": 1.4830006101328763} {"data_time": 0.015647881664335728, "eta_seconds": 15292.582485912368, "iteration": 249739, "loss_fcos_cls": 0.20104379195254296, "loss_fcos_ctr": 0.6139499344862998, "loss_fcos_loc": 0.17042410362046212, "loss_mask": 0.2582239434123039, "loss_maskiou": 0.004684566585638095, "loss_sem_seg": 0.1806330923573114, "lr": 0.001, "mask_rcnn/accuracy": 0.8935286493796782, "mask_rcnn/false_negative": 0.09349397819563039, "mask_rcnn/false_positive": 0.12254955925868395, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 35.75, "time": 0.7390675665810704, "total_loss": 1.4209586274919275} {"data_time": 0.017127811908721924, "eta_seconds": 15280.88750895951, "iteration": 249759, "loss_fcos_cls": 0.19629236741457134, "loss_fcos_ctr": 0.6179611338302493, "loss_fcos_loc": 0.17727580713108182, "loss_mask": 0.24304088111966848, "loss_maskiou": 0.004655821929191006, "loss_sem_seg": 0.17945900605991483, "lr": 0.001, "mask_rcnn/accuracy": 0.8962700861075327, "mask_rcnn/false_negative": 0.09998426935641047, "mask_rcnn/false_positive": 0.11408987870779214, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.75, "time": 0.7630386594682932, "total_loss": 1.4044114834978245} {"data_time": 0.015960280783474445, "eta_seconds": 15272.946880495176, "iteration": 249779, "loss_fcos_cls": 0.2063460503704846, "loss_fcos_ctr": 0.617920636665076, "loss_fcos_loc": 0.17836787668056786, "loss_mask": 0.25069352984428406, "loss_maskiou": 0.004381074242701288, "loss_sem_seg": 0.20009738975204527, "lr": 0.001, "mask_rcnn/accuracy": 0.8935920796890184, "mask_rcnn/false_negative": 0.09121008265431003, "mask_rcnn/false_positive": 0.11787791133885897, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 26.5, "time": 0.7702178051695228, "total_loss": 1.4438640190164733} {"data_time": 0.015162748284637928, "eta_seconds": 15250.68961852137, "iteration": 249799, "loss_fcos_cls": 0.19438525673467666, "loss_fcos_ctr": 0.6149945980869234, "loss_fcos_loc": 0.16152443166356534, "loss_mask": 0.259875456802547, "loss_maskiou": 0.004681816542870365, "loss_sem_seg": 0.21054382668808103, "lr": 0.001, "mask_rcnn/accuracy": 0.8858510176222387, "mask_rcnn/false_negative": 0.08797701585822779, "mask_rcnn/false_positive": 0.14316632619231912, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.25, "time": 0.741558182053268, "total_loss": 1.4392230521334568} {"data_time": 0.015694908797740936, "eta_seconds": 15218.55090062879, "iteration": 249819, "loss_fcos_cls": 0.19438594789244235, "loss_fcos_ctr": 0.6141294715926051, "loss_fcos_loc": 0.16318980953656137, "loss_mask": 0.2547298790886998, "loss_maskiou": 0.00444643416267354, "loss_sem_seg": 0.19207826349884272, "lr": 0.001, "mask_rcnn/accuracy": 0.8702809047931099, "mask_rcnn/false_negative": 0.11283878696341781, "mask_rcnn/false_positive": 0.16151181365045825, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.753989540040493, "total_loss": 1.4147119966328319} {"data_time": 0.015924865379929543, "eta_seconds": 15197.955961517058, "iteration": 249839, "loss_fcos_cls": 0.1986799612059258, "loss_fcos_ctr": 0.6156925265677273, "loss_fcos_loc": 0.17337060067802668, "loss_mask": 0.2503100000321865, "loss_maskiou": 0.004818702902412042, "loss_sem_seg": 0.18881691293790936, "lr": 0.001, "mask_rcnn/accuracy": 0.9011920740518429, "mask_rcnn/false_negative": 0.09284892445605905, "mask_rcnn/false_positive": 0.12397758185861524, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 32.5, "time": 0.7439447715878487, "total_loss": 1.4383732805945328} {"data_time": 0.017615891993045807, "eta_seconds": 15195.086965014227, "iteration": 249859, "loss_fcos_cls": 0.1963400966487825, "loss_fcos_ctr": 0.6147628021426499, "loss_fcos_loc": 0.17244826769456267, "loss_mask": 0.25502882432192564, "loss_maskiou": 0.004529677928076126, "loss_sem_seg": 0.19088912336155772, "lr": 0.001, "mask_rcnn/accuracy": 0.8842248630579912, "mask_rcnn/false_negative": 0.11000087417104587, "mask_rcnn/false_positive": 0.14257883691756512, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.75, "time": 0.7750487150624394, "total_loss": 1.4330903102309094} {"data_time": 0.016819465905427933, "eta_seconds": 15179.99825346563, "iteration": 249879, "loss_fcos_cls": 0.18867284804582596, "loss_fcos_ctr": 0.6171219209209085, "loss_fcos_loc": 0.16669270131387748, "loss_mask": 0.2511905822902918, "loss_maskiou": 0.004254306368238758, "loss_sem_seg": 0.1689235905651003, "lr": 0.001, "mask_rcnn/accuracy": 0.8967893414710185, "mask_rcnn/false_negative": 0.08576211976804787, "mask_rcnn/false_positive": 0.10989311521351666, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 32.0, "time": 0.7391370357945561, "total_loss": 1.4127388674678514} {"data_time": 0.01681787706911564, "eta_seconds": 15158.222667535767, "iteration": 249899, "loss_fcos_cls": 0.2040106018539518, "loss_fcos_ctr": 0.6124029420316219, "loss_fcos_loc": 0.1690701376646757, "loss_mask": 0.2568244207650423, "loss_maskiou": 0.004746716222143732, "loss_sem_seg": 0.18379095662385225, "lr": 0.001, "mask_rcnn/accuracy": 0.8828787765106043, "mask_rcnn/false_negative": 0.08949324634295733, "mask_rcnn/false_positive": 0.17010249047666454, "roi_head/num_bg_samples": 73.25, "roi_head/num_fg_samples": 27.5, "time": 0.7609139597043395, "total_loss": 1.448125905742927} {"data_time": 0.015847370959818363, "eta_seconds": 15148.897162791342, "iteration": 249919, "loss_fcos_cls": 0.20340868271887302, "loss_fcos_ctr": 0.6172300758771598, "loss_fcos_loc": 0.16975504462607205, "loss_mask": 0.24815129581838846, "loss_maskiou": 0.00506529559061164, "loss_sem_seg": 0.20546879689209163, "lr": 0.001, "mask_rcnn/accuracy": 0.8830334333943957, "mask_rcnn/false_negative": 0.0870282474653774, "mask_rcnn/false_positive": 0.153608881344327, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 29.75, "time": 0.7686139512807131, "total_loss": 1.4606818829270196} {"data_time": 0.018185998313128948, "eta_seconds": 15128.058550989255, "iteration": 249939, "loss_fcos_cls": 0.19645262672565877, "loss_fcos_ctr": 0.6162434727884829, "loss_fcos_loc": 0.17158136167563498, "loss_mask": 0.2655671015381813, "loss_maskiou": 0.004698996905062813, "loss_sem_seg": 0.19194957823492587, "lr": 0.001, "mask_rcnn/accuracy": 0.8822923890429959, "mask_rcnn/false_negative": 0.10184549524241765, "mask_rcnn/false_positive": 0.11437631219110295, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 34.75, "time": 0.7658768985420465, "total_loss": 1.4402793228873634} {"data_time": 0.015419626608490944, "eta_seconds": 15120.674367089756, "iteration": 249959, "loss_fcos_cls": 0.20229137095157057, "loss_fcos_ctr": 0.6176325776614249, "loss_fcos_loc": 0.1721354650799185, "loss_mask": 0.2666957676410675, "loss_maskiou": 0.004867996532993857, "loss_sem_seg": 0.1994199373293668, "lr": 0.001, "mask_rcnn/accuracy": 0.869771749144927, "mask_rcnn/false_negative": 0.11500964569744215, "mask_rcnn/false_positive": 0.15672611554627425, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 32.75, "time": 0.7744646612554789, "total_loss": 1.4569456762110349} {"data_time": 0.017349496483802795, "eta_seconds": 15105.584626690485, "iteration": 249979, "loss_fcos_cls": 0.19702887907624245, "loss_fcos_ctr": 0.6144704325124621, "loss_fcos_loc": 0.16555744037032127, "loss_mask": 0.24891800433397293, "loss_maskiou": 0.004286845251044724, "loss_sem_seg": 0.18109154095873237, "lr": 0.001, "mask_rcnn/accuracy": 0.898287232953382, "mask_rcnn/false_negative": 0.10254058633901281, "mask_rcnn/false_positive": 0.12128025504119432, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.25, "time": 0.7537205815315247, "total_loss": 1.4115510793126305} {"data_time": 0.014917444437742233, "eta_seconds": 15093.59230338782, "iteration": 249999, "loss_fcos_cls": 0.208799977786839, "loss_fcos_ctr": 0.6166455643251538, "loss_fcos_loc": 0.16642438934650272, "loss_mask": 0.25208805687725544, "loss_maskiou": 0.0043166382383788005, "loss_sem_seg": 0.1761031341738999, "lr": 0.001, "mask_rcnn/accuracy": 0.8977047982114195, "mask_rcnn/false_negative": 0.08972917757521368, "mask_rcnn/false_positive": 0.11948616167745416, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 30.0, "time": 0.7664241855964065, "total_loss": 1.419170357301482} {"data_time": 0.01758418884128332, "eta_seconds": 15078.499465726316, "iteration": 250019, "loss_fcos_cls": 0.19034475507214665, "loss_fcos_ctr": 0.6134066581726074, "loss_fcos_loc": 0.15892771969083697, "loss_mask": 0.2478500073775649, "loss_maskiou": 0.0043376766188885085, "loss_sem_seg": 0.17988247284665704, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8826500995134896, "mask_rcnn/false_negative": 0.09651885342532918, "mask_rcnn/false_positive": 0.13141617336506983, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.75, "time": 0.7481392696499825, "total_loss": 1.4002774160253466} {"data_time": 0.016044970601797104, "eta_seconds": 15058.370413150638, "iteration": 250039, "loss_fcos_cls": 0.19935208815149963, "loss_fcos_ctr": 0.6167014362290502, "loss_fcos_loc": 0.17323527531698346, "loss_mask": 0.26515664905309677, "loss_maskiou": 0.0046783703119217535, "loss_sem_seg": 0.18859557423274964, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789146801765901, "mask_rcnn/false_negative": 0.11154424045579116, "mask_rcnn/false_positive": 0.12462296462906677, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.5, "time": 0.7563047576695681, "total_loss": 1.4323319221330166} {"data_time": 0.014928705990314484, "eta_seconds": 15034.139740389772, "iteration": 250059, "loss_fcos_cls": 0.20174109330400825, "loss_fcos_ctr": 0.6163049358874559, "loss_fcos_loc": 0.17279488337226212, "loss_mask": 0.2524122232571244, "loss_maskiou": 0.004585616283293348, "loss_sem_seg": 0.20052361954003572, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9011598562545425, "mask_rcnn/false_negative": 0.07392316232857823, "mask_rcnn/false_positive": 0.1420997879712863, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 31.0, "time": 0.7397984135895967, "total_loss": 1.443178515532054} {"data_time": 0.016111760400235653, "eta_seconds": 15023.276981722564, "iteration": 250079, "loss_fcos_cls": 0.20434529392514378, "loss_fcos_ctr": 0.6172985723242164, "loss_fcos_loc": 0.17266115953680128, "loss_mask": 0.2608986860141158, "loss_maskiou": 0.004467790604394395, "loss_sem_seg": 0.19671273743733764, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8749364627544667, "mask_rcnn/false_negative": 0.10767041300454469, "mask_rcnn/false_positive": 0.1443676242259136, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 30.0, "time": 0.7682182220742106, "total_loss": 1.4531604658041033} {"data_time": 0.015673493035137653, "eta_seconds": 15015.046184294857, "iteration": 250099, "loss_fcos_cls": 0.1926474419888109, "loss_fcos_ctr": 0.6152559062466025, "loss_fcos_loc": 0.17052617412991822, "loss_mask": 0.25482010236009955, "loss_maskiou": 0.004378323443233967, "loss_sem_seg": 0.18151330668479204, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8925475249083299, "mask_rcnn/false_negative": 0.09814120071579972, "mask_rcnn/false_positive": 0.1355479944213156, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 27.75, "time": 0.7669616369530559, "total_loss": 1.4410119234671583} {"data_time": 0.01607349142432213, "eta_seconds": 15003.035277418792, "iteration": 250119, "loss_fcos_cls": 0.19129792228341103, "loss_fcos_ctr": 0.6152033619582653, "loss_fcos_loc": 0.16504936176352203, "loss_mask": 0.24893810786306858, "loss_maskiou": 0.004525974320131354, "loss_sem_seg": 0.1819123871391639, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8905608049140709, "mask_rcnn/false_negative": 0.09175290972118336, "mask_rcnn/false_positive": 0.14757546071552013, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 34.0, "time": 0.7734696008265018, "total_loss": 1.4285396521845541} {"data_time": 0.015434380620718002, "eta_seconds": 14997.866300962865, "iteration": 250139, "loss_fcos_cls": 0.2063773691188544, "loss_fcos_ctr": 0.6185259679332376, "loss_fcos_loc": 0.18203767016530037, "loss_mask": 0.2598615223541856, "loss_maskiou": 0.004271195211913437, "loss_sem_seg": 0.19850710360333323, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888807031433263, "mask_rcnn/false_negative": 0.0826442391008036, "mask_rcnn/false_positive": 0.11755246342420536, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 25.75, "time": 0.7564380122348666, "total_loss": 1.4797671191809059} {"data_time": 0.015956024639308453, "eta_seconds": 14983.486214519478, "iteration": 250159, "loss_fcos_cls": 0.20807793969288468, "loss_fcos_ctr": 0.6144710960797966, "loss_fcos_loc": 0.16658889455720782, "loss_mask": 0.24380077281966805, "loss_maskiou": 0.00456955603294773, "loss_sem_seg": 0.17962339567020535, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8982616050314965, "mask_rcnn/false_negative": 0.09115443387960709, "mask_rcnn/false_positive": 0.12709866627964927, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.75, "time": 0.7605442460626364, "total_loss": 1.4329842652368825} {"data_time": 0.0156704718247056, "eta_seconds": 14966.804272991605, "iteration": 250179, "loss_fcos_cls": 0.19374351250007749, "loss_fcos_ctr": 0.6137685934081674, "loss_fcos_loc": 0.1635616504063364, "loss_mask": 0.25036384258419275, "loss_maskiou": 0.004710105997219216, "loss_sem_seg": 0.2024785322137177, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8856343636127751, "mask_rcnn/false_negative": 0.0813929264957709, "mask_rcnn/false_positive": 0.14859984574639262, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 33.5, "time": 0.739694207906723, "total_loss": 1.4427755135038751} {"data_time": 0.014489088207483292, "eta_seconds": 14953.279095494188, "iteration": 250199, "loss_fcos_cls": 0.1912675198400393, "loss_fcos_ctr": 0.6140168998390436, "loss_fcos_loc": 0.17190614179708064, "loss_mask": 0.2573981345631182, "loss_maskiou": 0.004503517076955177, "loss_sem_seg": 0.19188219448551536, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8642130502026595, "mask_rcnn/false_negative": 0.11423680964879751, "mask_rcnn/false_positive": 0.1486979521947483, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 31.5, "time": 0.7564130714163184, "total_loss": 1.4173654391706805} {"data_time": 0.015811349265277386, "eta_seconds": 14936.600339238532, "iteration": 250219, "loss_fcos_cls": 0.19451638357713819, "loss_fcos_ctr": 0.6173921637237072, "loss_fcos_loc": 0.167532526422292, "loss_mask": 0.24668675009161234, "loss_maskiou": 0.004342922125943005, "loss_sem_seg": 0.184116309217643, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8760521788990826, "mask_rcnn/false_negative": 0.0957441974418401, "mask_rcnn/false_positive": 0.14645993447530664, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.0, "time": 0.733675030991435, "total_loss": 1.4158917716322321} {"data_time": 0.014849343337118626, "eta_seconds": 14921.498372361995, "iteration": 250239, "loss_fcos_cls": 0.19455748586915433, "loss_fcos_ctr": 0.6165911080315709, "loss_fcos_loc": 0.16901345778023824, "loss_mask": 0.25442126858979464, "loss_maskiou": 0.004539664529147558, "loss_sem_seg": 0.20015728403814137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947083258081994, "mask_rcnn/false_negative": 0.08308615050666623, "mask_rcnn/false_positive": 0.1262366753446934, "roi_head/num_bg_samples": 69.75, "roi_head/num_fg_samples": 30.25, "time": 0.7642847867682576, "total_loss": 1.4360094525181921} {"data_time": 0.017590624280273914, "eta_seconds": 14892.404705476016, "iteration": 250259, "loss_fcos_cls": 0.19859507493674755, "loss_fcos_ctr": 0.6154270367696881, "loss_fcos_loc": 0.1636960133910179, "loss_mask": 0.24151468556374311, "loss_maskiou": 0.004594501056999434, "loss_sem_seg": 0.19520906533580273, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.892631069669247, "mask_rcnn/false_negative": 0.09974903365805532, "mask_rcnn/false_positive": 0.10288822565510491, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.0, "time": 0.7428541854023933, "total_loss": 1.4238335707050283} {"data_time": 0.016735725104808807, "eta_seconds": 14875.837097533979, "iteration": 250279, "loss_fcos_cls": 0.20613132923608646, "loss_fcos_ctr": 0.6143314372748137, "loss_fcos_loc": 0.16714835446327925, "loss_mask": 0.24889388494193554, "loss_maskiou": 0.004626606903912034, "loss_sem_seg": 0.18601864529773593, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947214031716583, "mask_rcnn/false_negative": 0.08096647252078082, "mask_rcnn/false_positive": 0.12591381411385394, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.0, "time": 0.7472907593473792, "total_loss": 1.43825435799954} {"data_time": 0.016227176412940025, "eta_seconds": 14853.196280297823, "iteration": 250299, "loss_fcos_cls": 0.1989819034934044, "loss_fcos_ctr": 0.6166185303591192, "loss_fcos_loc": 0.1664361300645396, "loss_mask": 0.24141987273469567, "loss_maskiou": 0.0040470240764989285, "loss_sem_seg": 0.17939955741167068, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9203441580713918, "mask_rcnn/false_negative": 0.06557882512221394, "mask_rcnn/false_positive": 0.11809583379842692, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 24.75, "time": 0.7415409060195088, "total_loss": 1.3894936871129175} {"data_time": 0.016515204682946205, "eta_seconds": 14842.97809156496, "iteration": 250319, "loss_fcos_cls": 0.1923024239949882, "loss_fcos_ctr": 0.6129267695359886, "loss_fcos_loc": 0.156669509713538, "loss_mask": 0.2349706394597888, "loss_maskiou": 0.004249879035342019, "loss_sem_seg": 0.1889669701922685, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9080529121761064, "mask_rcnn/false_negative": 0.07979427039769624, "mask_rcnn/false_positive": 0.10166389461522526, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.5, "time": 0.759094794280827, "total_loss": 1.408501181875181} {"data_time": 0.01637933123856783, "eta_seconds": 14831.681483262219, "iteration": 250339, "loss_fcos_cls": 0.21493299124995247, "loss_fcos_ctr": 0.6148428283631802, "loss_fcos_loc": 0.17238086776342243, "loss_mask": 0.2560893250629306, "loss_maskiou": 0.0045525093119067606, "loss_sem_seg": 0.184638757025823, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890998289196631, "mask_rcnn/false_negative": 0.07880591980417431, "mask_rcnn/false_positive": 0.12427716566643948, "roi_head/num_bg_samples": 71.0, "roi_head/num_fg_samples": 29.0, "time": 0.7581347329542041, "total_loss": 1.4734428158335504} {"data_time": 0.015106589533388615, "eta_seconds": 14816.594070126303, "iteration": 250359, "loss_fcos_cls": 0.20537687849719077, "loss_fcos_ctr": 0.616002437658608, "loss_fcos_loc": 0.17463154497090727, "loss_mask": 0.2479029791429639, "loss_maskiou": 0.004748418883536942, "loss_sem_seg": 0.18380339536815882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8870785999128716, "mask_rcnn/false_negative": 0.09068626319015441, "mask_rcnn/false_positive": 0.12385387737662892, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.5, "time": 0.7697709947824478, "total_loss": 1.4448523951141397} {"data_time": 0.016264875419437885, "eta_seconds": 14810.1248322865, "iteration": 250379, "loss_fcos_cls": 0.2084988533752039, "loss_fcos_ctr": 0.616258455440402, "loss_fcos_loc": 0.1691708427388221, "loss_mask": 0.25166293466463685, "loss_maskiou": 0.004129692903006799, "loss_sem_seg": 0.18126104457769543, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8955553375196232, "mask_rcnn/false_negative": 0.08168874347809962, "mask_rcnn/false_positive": 0.13958915432430102, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 27.5, "time": 0.7581345634534955, "total_loss": 1.4416564375915186} {"data_time": 0.01680000312626362, "eta_seconds": 14786.41924385447, "iteration": 250399, "loss_fcos_cls": 0.19608566537499428, "loss_fcos_ctr": 0.614262668415904, "loss_fcos_loc": 0.17222403804771602, "loss_mask": 0.2609631596133113, "loss_maskiou": 0.004893550503766164, "loss_sem_seg": 0.20266951760277152, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8948882001631062, "mask_rcnn/false_negative": 0.10874903041255231, "mask_rcnn/false_positive": 0.10497843389540354, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.25, "time": 0.7453147880733013, "total_loss": 1.4370375211001374} {"data_time": 0.015717671252787113, "eta_seconds": 14767.56028712634, "iteration": 250419, "loss_fcos_cls": 0.2039085899014026, "loss_fcos_ctr": 0.6165638321544975, "loss_fcos_loc": 0.17090752092190087, "loss_mask": 0.26599246077239513, "loss_maskiou": 0.004564410980492539, "loss_sem_seg": 0.18869497394189239, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8915541432090077, "mask_rcnn/false_negative": 0.08419588569319289, "mask_rcnn/false_positive": 0.11262093251653582, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.5, "time": 0.7459841519594193, "total_loss": 1.4283097487059422} {"data_time": 0.018261958844959736, "eta_seconds": 14771.323836319149, "iteration": 250439, "loss_fcos_cls": 0.1946093155129347, "loss_fcos_ctr": 0.6165723782032728, "loss_fcos_loc": 0.17114790785126388, "loss_mask": 0.255068916361779, "loss_maskiou": 0.0042875225699390285, "loss_sem_seg": 0.202681940223556, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8733598087743923, "mask_rcnn/false_negative": 0.0985471723438944, "mask_rcnn/false_positive": 0.14746760261579359, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 35.25, "time": 0.7662738002836704, "total_loss": 1.449060625222046} {"data_time": 0.016678793355822563, "eta_seconds": 14756.932821829803, "iteration": 250459, "loss_fcos_cls": 0.19607709988486022, "loss_fcos_ctr": 0.6149446032941341, "loss_fcos_loc": 0.16693700244650245, "loss_mask": 0.24732915917411447, "loss_maskiou": 0.004662965737225022, "loss_sem_seg": 0.18246746016666293, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.880988455988456, "mask_rcnn/false_negative": 0.0972564305589238, "mask_rcnn/false_positive": 0.12839298048999553, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 22.0, "time": 0.7646229127421975, "total_loss": 1.3979970855507418} {"data_time": 0.01710386760532856, "eta_seconds": 14741.118174366653, "iteration": 250479, "loss_fcos_cls": 0.2048902944661677, "loss_fcos_ctr": 0.6142399879172444, "loss_fcos_loc": 0.1648801441770047, "loss_mask": 0.24309617187827826, "loss_maskiou": 0.004336537218478043, "loss_sem_seg": 0.18102373275905848, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8913794119187264, "mask_rcnn/false_negative": 0.0842327371224447, "mask_rcnn/false_positive": 0.12334665541551527, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.25, "time": 0.7612846372649074, "total_loss": 1.4164209727896377} {"data_time": 0.01604364812374115, "eta_seconds": 14727.961117587984, "iteration": 250499, "loss_fcos_cls": 0.20145024894736707, "loss_fcos_ctr": 0.6159592964686453, "loss_fcos_loc": 0.1800406917463988, "loss_mask": 0.25195620907470584, "loss_maskiou": 0.004580520427225565, "loss_sem_seg": 0.20458603603765368, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8967537914716112, "mask_rcnn/false_negative": 0.08351125863371692, "mask_rcnn/false_positive": 0.12493484765064078, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 22.25, "time": 0.7737325737252831, "total_loss": 1.4619764006238256} {"data_time": 0.017677484080195427, "eta_seconds": 14718.433424045332, "iteration": 250519, "loss_fcos_cls": 0.19817863777279854, "loss_fcos_ctr": 0.6156432144343853, "loss_fcos_loc": 0.17354724020697176, "loss_mask": 0.26220434438437223, "loss_maskiou": 0.003925450881069992, "loss_sem_seg": 0.19713853346183896, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932592773951686, "mask_rcnn/false_negative": 0.10525902254007033, "mask_rcnn/false_positive": 0.13495384775086863, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 27.25, "time": 0.7545572407543659, "total_loss": 1.4588077995322237} {"data_time": 0.015665575861930847, "eta_seconds": 14710.293306805193, "iteration": 250539, "loss_fcos_cls": 0.20023971772752702, "loss_fcos_ctr": 0.6126818740740418, "loss_fcos_loc": 0.16857119218911976, "loss_mask": 0.24772690841928124, "loss_maskiou": 0.005153017584234476, "loss_sem_seg": 0.1929890918545425, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8776059187411228, "mask_rcnn/false_negative": 0.10639225328068484, "mask_rcnn/false_positive": 0.1386919074317943, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.5, "time": 0.7568536372855306, "total_loss": 1.414839628530899} {"data_time": 0.018242268823087215, "eta_seconds": 14691.764631452039, "iteration": 250559, "loss_fcos_cls": 0.2025713602779433, "loss_fcos_ctr": 0.6133073894307017, "loss_fcos_loc": 0.1645322539843619, "loss_mask": 0.24341236427426338, "loss_maskiou": 0.003851087654766161, "loss_sem_seg": 0.19175565359182656, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8847819057200346, "mask_rcnn/false_negative": 0.113254537898874, "mask_rcnn/false_positive": 0.10945674290663471, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.0, "time": 0.7446881551295519, "total_loss": 1.4285635919004562} {"data_time": 0.01716336328536272, "eta_seconds": 14678.685815302655, "iteration": 250579, "loss_fcos_cls": 0.2054238411365077, "loss_fcos_ctr": 0.616617507301271, "loss_fcos_loc": 0.1689500870415941, "loss_mask": 0.24668953195214272, "loss_maskiou": 0.004072994561283849, "loss_sem_seg": 0.1814658478833735, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845331122950326, "mask_rcnn/false_negative": 0.0998029316384903, "mask_rcnn/false_positive": 0.14119638747234686, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 29.25, "time": 0.7632938753813505, "total_loss": 1.437117359462718} {"data_time": 0.01619536429643631, "eta_seconds": 14663.569512521848, "iteration": 250599, "loss_fcos_cls": 0.2013918604934588, "loss_fcos_ctr": 0.616144897416234, "loss_fcos_loc": 0.16953670466318727, "loss_mask": 0.2554346527904272, "loss_maskiou": 0.004554858081974089, "loss_sem_seg": 0.1790002151974477, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947153293135436, "mask_rcnn/false_negative": 0.08403076504417782, "mask_rcnn/false_positive": 0.11544387637898457, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 24.0, "time": 0.7490567266941071, "total_loss": 1.4338375955994707} {"data_time": 0.01592649705708027, "eta_seconds": 14646.422011325136, "iteration": 250619, "loss_fcos_cls": 0.20021511940285563, "loss_fcos_ctr": 0.616833365522325, "loss_fcos_loc": 0.1764230945846066, "loss_mask": 0.2539920452982187, "loss_maskiou": 0.0046765649021836, "loss_sem_seg": 0.19108655326999724, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8816033507997794, "mask_rcnn/false_negative": 0.10312459566330012, "mask_rcnn/false_positive": 0.1526228431209528, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 29.75, "time": 0.7389585413038731, "total_loss": 1.4629128139022214} {"data_time": 0.017150284722447395, "eta_seconds": 14633.336906960234, "iteration": 250639, "loss_fcos_cls": 0.2035293155349791, "loss_fcos_ctr": 0.6157940477132797, "loss_fcos_loc": 0.17143634567037225, "loss_mask": 0.25612856075167656, "loss_maskiou": 0.0040503637355868705, "loss_sem_seg": 0.18603652599267662, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8842057656395892, "mask_rcnn/false_negative": 0.08907144380994175, "mask_rcnn/false_positive": 0.137228979030437, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 31.0, "time": 0.764990615658462, "total_loss": 1.4520839247052209} {"data_time": 0.016178112477064133, "eta_seconds": 14613.519575094804, "iteration": 250659, "loss_fcos_cls": 0.1991681630606763, "loss_fcos_ctr": 0.6125039281323552, "loss_fcos_loc": 0.15217473707161844, "loss_mask": 0.24463398195803165, "loss_maskiou": 0.0040884222034947015, "loss_sem_seg": 0.19195708393817768, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007492147802517, "mask_rcnn/false_negative": 0.0956632570009244, "mask_rcnn/false_positive": 0.10550406959802869, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.75, "time": 0.7537973690778017, "total_loss": 1.3949861884320853} {"data_time": 0.01563163846731186, "eta_seconds": 14603.10430139862, "iteration": 250679, "loss_fcos_cls": 0.20980814192444086, "loss_fcos_ctr": 0.616510464809835, "loss_fcos_loc": 0.17552480869926512, "loss_mask": 0.24934228137135506, "loss_maskiou": 0.004305985694372794, "loss_sem_seg": 0.17740251659415662, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8775079200887672, "mask_rcnn/false_negative": 0.09299208164766054, "mask_rcnn/false_positive": 0.15264018249789982, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.0, "time": 0.7594384998083115, "total_loss": 1.445378371332481} {"data_time": 0.015913530252873898, "eta_seconds": 14585.965184489265, "iteration": 250699, "loss_fcos_cls": 0.2132344456622377, "loss_fcos_ctr": 0.6179999141022563, "loss_fcos_loc": 0.1815235564718023, "loss_mask": 0.25622274028137326, "loss_maskiou": 0.004642020145183778, "loss_sem_seg": 0.20052826881874353, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909906067690234, "mask_rcnn/false_negative": 0.07277376550675559, "mask_rcnn/false_positive": 0.11217953503788601, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 25.5, "time": 0.7566514806821942, "total_loss": 1.470202955431887} {"data_time": 0.014678645879030228, "eta_seconds": 14572.871695837006, "iteration": 250719, "loss_fcos_cls": 0.19480161112733185, "loss_fcos_ctr": 0.6145019819959998, "loss_fcos_loc": 0.16283008642494678, "loss_mask": 0.2511122999712825, "loss_maskiou": 0.0042307328585593496, "loss_sem_seg": 0.19468711270019412, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9055225917163117, "mask_rcnn/false_negative": 0.07479167835589112, "mask_rcnn/false_positive": 0.1270081417898563, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 32.25, "time": 0.7491504084318876, "total_loss": 1.4107220415753545} {"data_time": 0.016020837239921093, "eta_seconds": 14562.046193541028, "iteration": 250739, "loss_fcos_cls": 0.18977958289906383, "loss_fcos_ctr": 0.6148152127861977, "loss_fcos_loc": 0.1655646797735244, "loss_mask": 0.257096566259861, "loss_maskiou": 0.004583665213431232, "loss_sem_seg": 0.20451200590468943, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862782332033937, "mask_rcnn/false_negative": 0.08770529279443615, "mask_rcnn/false_positive": 0.12048510428795789, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 32.0, "time": 0.762934104539454, "total_loss": 1.4441027452412527} {"data_time": 0.016598827205598354, "eta_seconds": 14545.289718363434, "iteration": 250759, "loss_fcos_cls": 0.1957981321029365, "loss_fcos_ctr": 0.6134643545374274, "loss_fcos_loc": 0.16666473250370473, "loss_mask": 0.2522770306095481, "loss_maskiou": 0.004353117888967972, "loss_sem_seg": 0.1788965780287981, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8904772690117435, "mask_rcnn/false_negative": 0.11043980483639301, "mask_rcnn/false_positive": 0.11174988345950669, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 33.75, "time": 0.7456229366362095, "total_loss": 1.414068013536962} {"data_time": 0.0156481871381402, "eta_seconds": 14528.880717851222, "iteration": 250779, "loss_fcos_cls": 0.1940602819668129, "loss_fcos_ctr": 0.6179698472842574, "loss_fcos_loc": 0.17023653606884181, "loss_mask": 0.25278401281684637, "loss_maskiou": 0.004161811390076764, "loss_sem_seg": 0.18134512251708657, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8800543299706246, "mask_rcnn/false_negative": 0.09165633336080661, "mask_rcnn/false_positive": 0.13902974380440145, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 34.0, "time": 0.7593920873478055, "total_loss": 1.414517321587482} {"data_time": 0.01593546662479639, "eta_seconds": 14518.706785371527, "iteration": 250799, "loss_fcos_cls": 0.19352056388743222, "loss_fcos_ctr": 0.6158815766684711, "loss_fcos_loc": 0.1736236652941443, "loss_mask": 0.2492806608788669, "loss_maskiou": 0.004468994229682721, "loss_sem_seg": 0.2052150317467749, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9023526077097506, "mask_rcnn/false_negative": 0.08052996985361091, "mask_rcnn/false_positive": 0.12804956340913382, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.25, "time": 0.7591262646019459, "total_loss": 1.4349128601679695} {"data_time": 0.017210455611348152, "eta_seconds": 14502.695772767067, "iteration": 250819, "loss_fcos_cls": 0.19666371657513082, "loss_fcos_ctr": 0.6117090526968241, "loss_fcos_loc": 0.15570287907030433, "loss_mask": 0.24623503955081105, "loss_maskiou": 0.004064961583935656, "loss_sem_seg": 0.18960294185671955, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883907647424554, "mask_rcnn/false_negative": 0.09015966461592054, "mask_rcnn/false_positive": 0.13682617705826328, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.5, "time": 0.7399485316127539, "total_loss": 1.4019435128066107} {"data_time": 0.016996330581605434, "eta_seconds": 14498.194684999064, "iteration": 250839, "loss_fcos_cls": 0.19722375879064202, "loss_fcos_ctr": 0.6155250314623117, "loss_fcos_loc": 0.16441851505078375, "loss_mask": 0.25000909995287657, "loss_maskiou": 0.004428654836374335, "loss_sem_seg": 0.19215061608701944, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888433932895192, "mask_rcnn/false_negative": 0.0974784848811488, "mask_rcnn/false_positive": 0.12178056320411629, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 29.5, "time": 0.7639917330816388, "total_loss": 1.3969628810955328} {"data_time": 0.015376823954284191, "eta_seconds": 14479.339088103734, "iteration": 250859, "loss_fcos_cls": 0.1963953215163201, "loss_fcos_ctr": 0.6136645181104541, "loss_fcos_loc": 0.17472586582880467, "loss_mask": 0.2546525038778782, "loss_maskiou": 0.004654189382563345, "loss_sem_seg": 0.18231344735249877, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8912188800581657, "mask_rcnn/false_negative": 0.10602416356208699, "mask_rcnn/false_positive": 0.10889629316376054, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 19.0, "time": 0.7597538428381085, "total_loss": 1.4397315102469292} {"data_time": 0.016498427838087082, "eta_seconds": 14464.209952647798, "iteration": 250879, "loss_fcos_cls": 0.19971750903641805, "loss_fcos_ctr": 0.6165413334965706, "loss_fcos_loc": 0.17083493992686272, "loss_mask": 0.25796970911324024, "loss_maskiou": 0.004563482518278761, "loss_sem_seg": 0.1798386531881988, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9063844700616095, "mask_rcnn/false_negative": 0.09062423627711386, "mask_rcnn/false_positive": 0.11899933251192737, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 26.0, "time": 0.7445612754672766, "total_loss": 1.4581610194727546} {"data_time": 0.016578431241214275, "eta_seconds": 14443.092459110543, "iteration": 250899, "loss_fcos_cls": 0.18743057362735271, "loss_fcos_ctr": 0.6137275854125619, "loss_fcos_loc": 0.15418242011219263, "loss_mask": 0.25807456858456135, "loss_maskiou": 0.00452932149892149, "loss_sem_seg": 0.1893334228079766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8755411886977013, "mask_rcnn/false_negative": 0.08907392633661301, "mask_rcnn/false_positive": 0.1536027947353785, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 30.75, "time": 0.7514484096318483, "total_loss": 1.4149505352252163} {"data_time": 0.015077655203640461, "eta_seconds": 14424.952062890865, "iteration": 250919, "loss_fcos_cls": 0.1929571251384914, "loss_fcos_ctr": 0.6127277710475028, "loss_fcos_loc": 0.17080165864899755, "loss_mask": 0.2502451124601066, "loss_maskiou": 0.004494379238167312, "loss_sem_seg": 0.20330240298062563, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8711525379382523, "mask_rcnn/false_negative": 0.11150645538856388, "mask_rcnn/false_positive": 0.12710320219204452, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 20.75, "time": 0.7511103125289083, "total_loss": 1.42889959650347} {"data_time": 0.016147778369486332, "eta_seconds": 14409.218196649104, "iteration": 250939, "loss_fcos_cls": 0.2018917907262221, "loss_fcos_ctr": 0.6151924189180136, "loss_fcos_loc": 0.17894233658444136, "loss_mask": 0.2604908300563693, "loss_maskiou": 0.0046322530979523435, "loss_sem_seg": 0.18225435656495392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8945168274358792, "mask_rcnn/false_negative": 0.09023070645340878, "mask_rcnn/false_positive": 0.12927892307102457, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 24.75, "time": 0.7654260518029332, "total_loss": 1.433151721394097} {"data_time": 0.01694770995527506, "eta_seconds": 14378.251568323933, "iteration": 250959, "loss_fcos_cls": 0.192904781550169, "loss_fcos_ctr": 0.6132364221848547, "loss_fcos_loc": 0.16774202120723203, "loss_mask": 0.24001926183700562, "loss_maskiou": 0.0038574407662963495, "loss_sem_seg": 0.20242684707045555, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078086026077097, "mask_rcnn/false_negative": 0.06910702513089167, "mask_rcnn/false_positive": 0.12600686529092328, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 23.75, "time": 0.7398751005530357, "total_loss": 1.4086161734330744} {"data_time": 0.016972077079117298, "eta_seconds": 14361.810758365318, "iteration": 250979, "loss_fcos_cls": 0.21002316439989954, "loss_fcos_ctr": 0.6169038461521268, "loss_fcos_loc": 0.1705944526474923, "loss_mask": 0.26792398001998663, "loss_maskiou": 0.004966731576132588, "loss_sem_seg": 0.20084344409406185, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8993984889037583, "mask_rcnn/false_negative": 0.09267827167564252, "mask_rcnn/false_positive": 0.10322324527272334, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 28.5, "time": 0.7474381271749735, "total_loss": 1.4699515048851026} {"data_time": 0.0158523665741086, "eta_seconds": 14332.776194110513, "iteration": 250999, "loss_fcos_cls": 0.19736719317734241, "loss_fcos_ctr": 0.6168503020890057, "loss_fcos_loc": 0.17313038790598512, "loss_mask": 0.25699636433273554, "loss_maskiou": 0.004591046672430821, "loss_sem_seg": 0.1865481975255534, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8827559221362964, "mask_rcnn/false_negative": 0.09977347177918891, "mask_rcnn/false_positive": 0.18035628588332797, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.25, "time": 0.7457433016970754, "total_loss": 1.4302727641625097} {"data_time": 0.015420843847095966, "eta_seconds": 14331.608748463914, "iteration": 251019, "loss_fcos_cls": 0.2091596870450303, "loss_fcos_ctr": 0.6161239249631763, "loss_fcos_loc": 0.1713597901398316, "loss_mask": 0.24830360617488623, "loss_maskiou": 0.004686793588916771, "loss_sem_seg": 0.1782721965573728, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911613012349917, "mask_rcnn/false_negative": 0.10267583035924019, "mask_rcnn/false_positive": 0.11919601603044544, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 27.5, "time": 0.7589203640818596, "total_loss": 1.4271005431291997} {"data_time": 0.015042564831674099, "eta_seconds": 14324.152417797595, "iteration": 251039, "loss_fcos_cls": 0.21070963866077363, "loss_fcos_ctr": 0.6161902584135532, "loss_fcos_loc": 0.1737995045259595, "loss_mask": 0.2564215986058116, "loss_maskiou": 0.00493289201403968, "loss_sem_seg": 0.17980967927724123, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911685639198408, "mask_rcnn/false_negative": 0.08239336720597874, "mask_rcnn/false_positive": 0.1392701095639216, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.75, "time": 0.7735956888645887, "total_loss": 1.4398019107757136} {"data_time": 0.01558743230998516, "eta_seconds": 14312.52148137521, "iteration": 251059, "loss_fcos_cls": 0.20705576601903886, "loss_fcos_ctr": 0.614641479216516, "loss_fcos_loc": 0.17040598328458145, "loss_mask": 0.24854051787406206, "loss_maskiou": 0.004471552470931783, "loss_sem_seg": 0.17872863821685314, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8865729809697186, "mask_rcnn/false_negative": 0.0934622696949159, "mask_rcnn/false_positive": 0.13360269054974067, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.5, "time": 0.7494763694703579, "total_loss": 1.4169388225272996} {"data_time": 0.01611095294356346, "eta_seconds": 14293.93428074196, "iteration": 251079, "loss_fcos_cls": 0.19367283792234957, "loss_fcos_ctr": 0.618441853672266, "loss_fcos_loc": 0.17278299783356488, "loss_mask": 0.25873336661607027, "loss_maskiou": 0.004237925517372787, "loss_sem_seg": 0.1957129833754152, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8707769165358451, "mask_rcnn/false_negative": 0.10033520282918895, "mask_rcnn/false_positive": 0.13237354806119528, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.7657873379066586, "total_loss": 1.4464049508678727} {"data_time": 0.015415754169225693, "eta_seconds": 14265.98007401824, "iteration": 251099, "loss_fcos_cls": 0.21149796282406896, "loss_fcos_ctr": 0.6184516530483961, "loss_fcos_loc": 0.17838574922643602, "loss_mask": 0.25354798417538404, "loss_maskiou": 0.004727043902676087, "loss_sem_seg": 0.21290265582501888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8610821222428365, "mask_rcnn/false_negative": 0.09686161976313544, "mask_rcnn/false_positive": 0.1609989696069532, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 30.5, "time": 0.7547157136723399, "total_loss": 1.5083698561793426} {"data_time": 0.015084121376276016, "eta_seconds": 14243.317650537938, "iteration": 251119, "loss_fcos_cls": 0.1928081247024238, "loss_fcos_ctr": 0.6151839084923267, "loss_fcos_loc": 0.1629176902351901, "loss_mask": 0.25262416899204254, "loss_maskiou": 0.004519827518379316, "loss_sem_seg": 0.20429707365110517, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923075390011774, "mask_rcnn/false_negative": 0.09291621717021528, "mask_rcnn/false_positive": 0.10197104107943857, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 31.25, "time": 0.7363037196919322, "total_loss": 1.4246023454907117} {"data_time": 0.017062164843082428, "eta_seconds": 14223.378602678888, "iteration": 251139, "loss_fcos_cls": 0.1989134345203638, "loss_fcos_ctr": 0.6145042106509209, "loss_fcos_loc": 0.17141442582942545, "loss_mask": 0.25673778215423226, "loss_maskiou": 0.00476369762327522, "loss_sem_seg": 0.18851203902158886, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8812967807179369, "mask_rcnn/false_negative": 0.11120033738082741, "mask_rcnn/false_positive": 0.11717919276384611, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.75, "time": 0.7482726676389575, "total_loss": 1.4154059809588944} {"data_time": 0.017830013297498226, "eta_seconds": 14201.77215309348, "iteration": 251159, "loss_fcos_cls": 0.19211952714249492, "loss_fcos_ctr": 0.6125771375373006, "loss_fcos_loc": 0.1589374551549554, "loss_mask": 0.2511657541617751, "loss_maskiou": 0.004483189695747569, "loss_sem_seg": 0.18842589482665062, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8792618627121178, "mask_rcnn/false_negative": 0.10863099548877855, "mask_rcnn/false_positive": 0.13437181806675297, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 31.75, "time": 0.7479067370295525, "total_loss": 1.4222914455531281} {"data_time": 0.016352246515452862, "eta_seconds": 14199.676453479566, "iteration": 251179, "loss_fcos_cls": 0.20253820857033134, "loss_fcos_ctr": 0.615942734759301, "loss_fcos_loc": 0.16855998837854713, "loss_mask": 0.2561762295663357, "loss_maskiou": 0.004886156020802446, "loss_sem_seg": 0.17506800894625485, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8721023735581188, "mask_rcnn/false_negative": 0.09281920667834143, "mask_rcnn/false_positive": 0.14859529247680497, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 23.5, "time": 0.7642655093222857, "total_loss": 1.4353474278614158} {"data_time": 0.014274382963776588, "eta_seconds": 14195.699703907594, "iteration": 251199, "loss_fcos_cls": 0.20772183709777892, "loss_fcos_ctr": 0.6140981866046786, "loss_fcos_loc": 0.16889914777129889, "loss_mask": 0.2619349453598261, "loss_maskiou": 0.004442563353222795, "loss_sem_seg": 0.1866292180493474, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9012136512923985, "mask_rcnn/false_negative": 0.08601457166577342, "mask_rcnn/false_positive": 0.11202570409276369, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.0, "time": 0.7805461464449763, "total_loss": 1.4373150426035863} {"data_time": 0.01513326819986105, "eta_seconds": 14191.764676615596, "iteration": 251219, "loss_fcos_cls": 0.19476921879686415, "loss_fcos_ctr": 0.6143849361687899, "loss_fcos_loc": 0.1706769141019322, "loss_mask": 0.2574873212724924, "loss_maskiou": 0.004568307522276882, "loss_sem_seg": 0.1930508257355541, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917595335553118, "mask_rcnn/false_negative": 0.09470475312086962, "mask_rcnn/false_positive": 0.129805442826981, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 33.25, "time": 0.7512817960232496, "total_loss": 1.4303265214621206} {"data_time": 0.014690418727695942, "eta_seconds": 14169.223032333888, "iteration": 251239, "loss_fcos_cls": 0.20707155371201225, "loss_fcos_ctr": 0.6141843590885401, "loss_fcos_loc": 0.17094642820302397, "loss_mask": 0.2536691732238978, "loss_maskiou": 0.004685823860199889, "loss_sem_seg": 0.21232889196835458, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914791036031637, "mask_rcnn/false_negative": 0.08670231511251539, "mask_rcnn/false_positive": 0.15522514558366646, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.25, "time": 0.7530054375529289, "total_loss": 1.4708609952940606} {"data_time": 0.016552804969251156, "eta_seconds": 14165.239010827616, "iteration": 251259, "loss_fcos_cls": 0.20546874872525223, "loss_fcos_ctr": 0.6151693472638726, "loss_fcos_loc": 0.1699027770664543, "loss_mask": 0.25964599568396807, "loss_maskiou": 0.004858063934079837, "loss_sem_seg": 0.1809900221414864, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9029112148891816, "mask_rcnn/false_negative": 0.09351874783441397, "mask_rcnn/false_positive": 0.10286684840757931, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 23.75, "time": 0.7553166504949331, "total_loss": 1.4323630558210425} {"data_time": 0.01523276325315237, "eta_seconds": 14150.806920040399, "iteration": 251279, "loss_fcos_cls": 0.2041954619344324, "loss_fcos_ctr": 0.6155995964072645, "loss_fcos_loc": 0.16915460058953613, "loss_mask": 0.24970658589154482, "loss_maskiou": 0.0041150157048832625, "loss_sem_seg": 0.17280440824106336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896789773078015, "mask_rcnn/false_negative": 0.1015972202220165, "mask_rcnn/false_positive": 0.1230835110838647, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.75, "time": 0.7476082285866141, "total_loss": 1.4141633370782074} {"data_time": 0.01589843910187483, "eta_seconds": 14135.005322100595, "iteration": 251299, "loss_fcos_cls": 0.19549278495833278, "loss_fcos_ctr": 0.616010183468461, "loss_fcos_loc": 0.17135226586833596, "loss_mask": 0.24313398078083992, "loss_maskiou": 0.004081337116076611, "loss_sem_seg": 0.18155502947047353, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922184377723283, "mask_rcnn/false_negative": 0.09474569752521311, "mask_rcnn/false_positive": 0.11219742827966096, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 26.75, "time": 0.7451189048588276, "total_loss": 1.40306759246414} {"data_time": 0.01576636079698801, "eta_seconds": 14111.030006219633, "iteration": 251319, "loss_fcos_cls": 0.1935381507501006, "loss_fcos_ctr": 0.6154574090614915, "loss_fcos_loc": 0.16548529150895774, "loss_mask": 0.24837908055633307, "loss_maskiou": 0.0044716462289216, "loss_sem_seg": 0.16323383792769164, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8906384444694686, "mask_rcnn/false_negative": 0.08798471334086724, "mask_rcnn/false_positive": 0.12680867045055705, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 30.75, "time": 0.7482054382562637, "total_loss": 1.3744457498250995} {"data_time": 0.017346398904919624, "eta_seconds": 14089.992669252679, "iteration": 251339, "loss_fcos_cls": 0.20904062187764794, "loss_fcos_ctr": 0.6169069325551391, "loss_fcos_loc": 0.17728329892270267, "loss_mask": 0.2683499762788415, "loss_maskiou": 0.0050456417666282505, "loss_sem_seg": 0.1786024309694767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8821331021586124, "mask_rcnn/false_negative": 0.08770351565181807, "mask_rcnn/false_positive": 0.14699497519477053, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.0, "time": 0.7559301173314452, "total_loss": 1.460261417189031} {"data_time": 0.016990551725029945, "eta_seconds": 14073.290722234175, "iteration": 251359, "loss_fcos_cls": 0.197983224876225, "loss_fcos_ctr": 0.6151275038719177, "loss_fcos_loc": 0.1701861801557243, "loss_mask": 0.26145777106285095, "loss_maskiou": 0.00456265544926282, "loss_sem_seg": 0.19728383189067245, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8798981630614284, "mask_rcnn/false_negative": 0.10233398323887133, "mask_rcnn/false_positive": 0.13207298927278416, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 22.75, "time": 0.7537493575364351, "total_loss": 1.4595333396973729} {"data_time": 0.015462277457118034, "eta_seconds": 14054.100576027296, "iteration": 251379, "loss_fcos_cls": 0.18789654248394072, "loss_fcos_ctr": 0.6153156887739897, "loss_fcos_loc": 0.16955100011546165, "loss_mask": 0.24159401934593916, "loss_maskiou": 0.004158909483521711, "loss_sem_seg": 0.18913571746088564, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8974081959856778, "mask_rcnn/false_negative": 0.08560314897736354, "mask_rcnn/false_positive": 0.12124248437034801, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.75, "time": 0.7540243994444609, "total_loss": 1.4217307428516506} {"data_time": 0.015740212984383106, "eta_seconds": 14043.092147646472, "iteration": 251399, "loss_fcos_cls": 0.18678236403502524, "loss_fcos_ctr": 0.6169194523245096, "loss_fcos_loc": 0.16798925562761724, "loss_mask": 0.24686943227425218, "loss_maskiou": 0.00435527139052283, "loss_sem_seg": 0.1817407002672553, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8763076428728174, "mask_rcnn/false_negative": 0.09311016781940615, "mask_rcnn/false_positive": 0.15176453818709257, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 35.25, "time": 0.747319015674293, "total_loss": 1.4217933987092692} {"data_time": 0.017579318024218082, "eta_seconds": 14035.49320408795, "iteration": 251419, "loss_fcos_cls": 0.20275163056794554, "loss_fcos_ctr": 0.6147468872368336, "loss_fcos_loc": 0.1662795355077833, "loss_mask": 0.24712533596903086, "loss_maskiou": 0.004595257880282588, "loss_sem_seg": 0.18822550657205284, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888924883613923, "mask_rcnn/false_negative": 0.08708580829535015, "mask_rcnn/false_positive": 0.13832928485990914, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.5, "time": 0.7619319166988134, "total_loss": 1.4145029611281643} {"data_time": 0.016377565450966358, "eta_seconds": 14012.89357305877, "iteration": 251439, "loss_fcos_cls": 0.2026850963011384, "loss_fcos_ctr": 0.6168097592890263, "loss_fcos_loc": 0.17815449624322355, "loss_mask": 0.26386157888919115, "loss_maskiou": 0.0047056911571417, "loss_sem_seg": 0.18712206394411623, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8740504041337789, "mask_rcnn/false_negative": 0.10417544078267618, "mask_rcnn/false_positive": 0.13896921581275146, "roi_head/num_bg_samples": 69.0, "roi_head/num_fg_samples": 33.5, "time": 0.760635094717145, "total_loss": 1.4497956433915533} {"data_time": 0.016694926656782627, "eta_seconds": 13990.188213207759, "iteration": 251459, "loss_fcos_cls": 0.201051396492403, "loss_fcos_ctr": 0.6150456611067057, "loss_fcos_loc": 0.1641966262832284, "loss_mask": 0.24822894670069218, "loss_maskiou": 0.004090994829311967, "loss_sem_seg": 0.17692927573807538, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922099892588614, "mask_rcnn/false_negative": 0.09752529386538898, "mask_rcnn/false_positive": 0.11999513768421143, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 29.75, "time": 0.7437012325972319, "total_loss": 1.416430854878854} {"data_time": 0.016509155742824078, "eta_seconds": 13978.626108619384, "iteration": 251479, "loss_fcos_cls": 0.19164210534654558, "loss_fcos_ctr": 0.616992112249136, "loss_fcos_loc": 0.17231473291758448, "loss_mask": 0.2510394686833024, "loss_maskiou": 0.0043574674491537735, "loss_sem_seg": 0.1739456462673843, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937617481203008, "mask_rcnn/false_negative": 0.09775610866090367, "mask_rcnn/false_positive": 0.10164330468821332, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 23.25, "time": 0.7773147700354457, "total_loss": 1.424886473621882} {"data_time": 0.015542570501565933, "eta_seconds": 13960.006047816016, "iteration": 251499, "loss_fcos_cls": 0.19647259707562625, "loss_fcos_ctr": 0.6140626547858119, "loss_fcos_loc": 0.16757952305488288, "loss_mask": 0.25453065522015095, "loss_maskiou": 0.0045138553832657635, "loss_sem_seg": 0.18338527146261185, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8860642636684304, "mask_rcnn/false_negative": 0.08561319681245741, "mask_rcnn/false_positive": 0.13357716869042363, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.5, "time": 0.7552765514701605, "total_loss": 1.4210812105739024} {"data_time": 0.015531839802861214, "eta_seconds": 13938.43953485787, "iteration": 251519, "loss_fcos_cls": 0.20509533118456602, "loss_fcos_ctr": 0.6189221609383821, "loss_fcos_loc": 0.1711670897784643, "loss_mask": 0.2493121102452278, "loss_maskiou": 0.004622016142093344, "loss_sem_seg": 0.1960426727309823, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9117041096754744, "mask_rcnn/false_negative": 0.06826207454752736, "mask_rcnn/false_positive": 0.13983653988257033, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 23.75, "time": 0.7451474014669657, "total_loss": 1.4235643954089028} {"data_time": 0.015835155732929707, "eta_seconds": 13923.355459824204, "iteration": 251539, "loss_fcos_cls": 0.2022150515113026, "loss_fcos_ctr": 0.6144341686740518, "loss_fcos_loc": 0.16793178103398532, "loss_mask": 0.2568969475105405, "loss_maskiou": 0.005288931002723984, "loss_sem_seg": 0.17252376186661422, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8783354591836734, "mask_rcnn/false_negative": 0.09569252807088995, "mask_rcnn/false_positive": 0.15906743139518303, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.75, "time": 0.7519779866561294, "total_loss": 1.4305461795593146} {"data_time": 0.01634296402335167, "eta_seconds": 13912.426502189599, "iteration": 251559, "loss_fcos_cls": 0.2020922836381942, "loss_fcos_ctr": 0.616693302989006, "loss_fcos_loc": 0.17276774533092976, "loss_mask": 0.2526902128010988, "loss_maskiou": 0.004144355007156264, "loss_sem_seg": 0.20268695428967476, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.897178568153834, "mask_rcnn/false_negative": 0.09333835585131443, "mask_rcnn/false_positive": 0.11665878210276936, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 29.0, "time": 0.7442304790019989, "total_loss": 1.4509919945776346} {"data_time": 0.016087958589196205, "eta_seconds": 13892.629691761918, "iteration": 251579, "loss_fcos_cls": 0.1977202023845166, "loss_fcos_ctr": 0.6151906102895737, "loss_fcos_loc": 0.16817390156211331, "loss_mask": 0.24964630790054798, "loss_maskiou": 0.00495923436483281, "loss_sem_seg": 0.18896560557186604, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.881301043769156, "mask_rcnn/false_negative": 0.0914295019481141, "mask_rcnn/false_positive": 0.12143774071728121, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.75, "time": 0.7441963460296392, "total_loss": 1.4294188778585522} {"data_time": 0.01647216361016035, "eta_seconds": 13882.249339341186, "iteration": 251599, "loss_fcos_cls": 0.19864731235429645, "loss_fcos_ctr": 0.6147096324712038, "loss_fcos_loc": 0.16714780847541988, "loss_mask": 0.25550063978880644, "loss_maskiou": 0.004801903123734519, "loss_sem_seg": 0.17579652415588498, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8823533163265307, "mask_rcnn/false_negative": 0.09213942240899321, "mask_rcnn/false_positive": 0.1256379065667108, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 21.0, "time": 0.7603642316535115, "total_loss": 1.4195842299450305} {"data_time": 0.01580990571528673, "eta_seconds": 13884.653046721593, "iteration": 251619, "loss_fcos_cls": 0.20075080380775034, "loss_fcos_ctr": 0.6152348332107067, "loss_fcos_loc": 0.16620903997682035, "loss_mask": 0.24975212337449193, "loss_maskiou": 0.004887662173132412, "loss_sem_seg": 0.18927293922752142, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789501180947055, "mask_rcnn/false_negative": 0.09934498886937745, "mask_rcnn/false_positive": 0.14625651215986407, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 27.75, "time": 0.7636894341558218, "total_loss": 1.4257642918128113} {"data_time": 0.015384353697299957, "eta_seconds": 13865.993246421218, "iteration": 251639, "loss_fcos_cls": 0.1908794736955315, "loss_fcos_ctr": 0.6118895243853331, "loss_fcos_loc": 0.16359391098376364, "loss_mask": 0.24713141564279795, "loss_maskiou": 0.004394118848722428, "loss_sem_seg": 0.17837303457781672, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947246648139505, "mask_rcnn/false_negative": 0.097514700790306, "mask_rcnn/false_positive": 0.11216251799777777, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 31.75, "time": 0.7691655578091741, "total_loss": 1.4034105836835806} {"data_time": 0.016659583896398544, "eta_seconds": 13850.88950125873, "iteration": 251659, "loss_fcos_cls": 0.1999046744313091, "loss_fcos_ctr": 0.612664021551609, "loss_fcos_loc": 0.15495854441542178, "loss_mask": 0.24709657300263643, "loss_maskiou": 0.004483119628275745, "loss_sem_seg": 0.18445667065680027, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8725543338394626, "mask_rcnn/false_negative": 0.10442424603376861, "mask_rcnn/false_positive": 0.15444814734388446, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 29.5, "time": 0.7538099801167846, "total_loss": 1.4388727115729125} {"data_time": 0.015568413771688938, "eta_seconds": 13839.330203415826, "iteration": 251679, "loss_fcos_cls": 0.19847220997326076, "loss_fcos_ctr": 0.6147927078418434, "loss_fcos_loc": 0.16966139781288803, "loss_mask": 0.25989438872784376, "loss_maskiou": 0.004447323764907196, "loss_sem_seg": 0.16963296243920922, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8747060672378468, "mask_rcnn/false_negative": 0.08561159041935915, "mask_rcnn/false_positive": 0.12904843460818238, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 28.5, "time": 0.7738495888188481, "total_loss": 1.443860408022374} {"data_time": 0.016005019657313824, "eta_seconds": 13812.582280321978, "iteration": 251699, "loss_fcos_cls": 0.19679732038639486, "loss_fcos_ctr": 0.6141953188925982, "loss_fcos_loc": 0.17017514444887638, "loss_mask": 0.25084558315575123, "loss_maskiou": 0.004376677032269072, "loss_sem_seg": 0.1957800353411585, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890661611866969, "mask_rcnn/false_negative": 0.09667508626923098, "mask_rcnn/false_positive": 0.11432038720939436, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 24.75, "time": 0.7427210379391909, "total_loss": 1.427867637037707} {"data_time": 0.014492611400783062, "eta_seconds": 13791.370258024894, "iteration": 251719, "loss_fcos_cls": 0.19847527472302318, "loss_fcos_ctr": 0.6181093379855156, "loss_fcos_loc": 0.1703485157340765, "loss_mask": 0.2601932901889086, "loss_maskiou": 0.004374136318801902, "loss_sem_seg": 0.16072392335627228, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9034292713684113, "mask_rcnn/false_negative": 0.09438509031675671, "mask_rcnn/false_positive": 0.11041073892116537, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.0, "time": 0.7448530429974198, "total_loss": 1.4231443063727056} {"data_time": 0.01572551392018795, "eta_seconds": 13776.28205687832, "iteration": 251739, "loss_fcos_cls": 0.1998794690007344, "loss_fcos_ctr": 0.6126471776515245, "loss_fcos_loc": 0.16847616067389026, "loss_mask": 0.24614956974983215, "loss_maskiou": 0.004403213348268764, "loss_sem_seg": 0.18010763661004603, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978149295432458, "mask_rcnn/false_negative": 0.08896856627408964, "mask_rcnn/false_positive": 0.11562361652339323, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.5, "time": 0.7767792604863644, "total_loss": 1.4214457294801832} {"data_time": 0.016911204904317856, "eta_seconds": 13767.601995431818, "iteration": 251759, "loss_fcos_cls": 0.18722557346336544, "loss_fcos_ctr": 0.6151884808205068, "loss_fcos_loc": 0.16761872463393956, "loss_mask": 0.25093944650143385, "loss_maskiou": 0.004781971660122508, "loss_sem_seg": 0.1796493516303599, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8928182553509209, "mask_rcnn/false_negative": 0.09620198700048446, "mask_rcnn/false_positive": 0.1275361994216677, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.7535001998767257, "total_loss": 1.3990416308733984} {"data_time": 0.014503697864711285, "eta_seconds": 13752.506768201478, "iteration": 251779, "loss_fcos_cls": 0.19745620561297983, "loss_fcos_ctr": 0.6159221138805151, "loss_fcos_loc": 0.16241322236601263, "loss_mask": 0.2569842943921685, "loss_maskiou": 0.004753055487526581, "loss_sem_seg": 0.17349713447038084, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8740027260904362, "mask_rcnn/false_negative": 0.1001492562421725, "mask_rcnn/false_positive": 0.15111117535902854, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.7706247083842754, "total_loss": 1.4064563240826828} {"data_time": 0.016400069929659367, "eta_seconds": 13727.262484386563, "iteration": 251799, "loss_fcos_cls": 0.1924578605685383, "loss_fcos_ctr": 0.6140064001083374, "loss_fcos_loc": 0.16947555623482913, "loss_mask": 0.24889206374064088, "loss_maskiou": 0.003994089322077343, "loss_sem_seg": 0.18764400947839022, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8856921164495056, "mask_rcnn/false_negative": 0.08766704947192602, "mask_rcnn/false_positive": 0.15167651997440815, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.75, "time": 0.743071355856955, "total_loss": 1.4179971446283162} {"data_time": 0.015549059957265854, "eta_seconds": 13715.92925229203, "iteration": 251819, "loss_fcos_cls": 0.19091267988551408, "loss_fcos_ctr": 0.6159282885491848, "loss_fcos_loc": 0.16324638208607212, "loss_mask": 0.24762040190398693, "loss_maskiou": 0.004409070000292559, "loss_sem_seg": 0.1935877779033035, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058145435593592, "mask_rcnn/false_negative": 0.08243612948212745, "mask_rcnn/false_positive": 0.10824782136090427, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.5, "time": 0.7509812330827117, "total_loss": 1.4256568436903763} {"data_time": 0.017157030291855335, "eta_seconds": 13696.201051564887, "iteration": 251839, "loss_fcos_cls": 0.20345756167080253, "loss_fcos_ctr": 0.6174440635368228, "loss_fcos_loc": 0.16762753837974742, "loss_mask": 0.2487921379506588, "loss_maskiou": 0.004025648946480942, "loss_sem_seg": 0.16922017047181726, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8979000495076737, "mask_rcnn/false_negative": 0.07779321231061, "mask_rcnn/false_positive": 0.1256495252295009, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 29.25, "time": 0.753170975483954, "total_loss": 1.4015572899515973} {"data_time": 0.016519335098564625, "eta_seconds": 13678.546353623271, "iteration": 251859, "loss_fcos_cls": 0.20539269340224564, "loss_fcos_ctr": 0.616483623161912, "loss_fcos_loc": 0.17489048861898482, "loss_mask": 0.25954113621264696, "loss_maskiou": 0.004860238892433699, "loss_sem_seg": 0.18258484755642712, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8957640901444988, "mask_rcnn/false_negative": 0.07970030750516283, "mask_rcnn/false_positive": 0.12818469886905282, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 21.75, "time": 0.7670710263773799, "total_loss": 1.4401662043455872} {"data_time": 0.015815746039152145, "eta_seconds": 13666.034868972376, "iteration": 251879, "loss_fcos_cls": 0.19729455118067563, "loss_fcos_ctr": 0.6142066586762667, "loss_fcos_loc": 0.1685753030469641, "loss_mask": 0.2557484917342663, "loss_maskiou": 0.004669035697588697, "loss_sem_seg": 0.20216339454054832, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8760024009603842, "mask_rcnn/false_negative": 0.09942704805534722, "mask_rcnn/false_positive": 0.13604576453898637, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 28.25, "time": 0.7578875124454498, "total_loss": 1.4446997921659204} {"data_time": 0.017905691638588905, "eta_seconds": 13655.576447705738, "iteration": 251899, "loss_fcos_cls": 0.1971332796383649, "loss_fcos_ctr": 0.6150834090076387, "loss_fcos_loc": 0.17009710939601064, "loss_mask": 0.2580946208909154, "loss_maskiou": 0.004295520149753429, "loss_sem_seg": 0.1813322815578431, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953502718051507, "mask_rcnn/false_negative": 0.08811730317279326, "mask_rcnn/false_positive": 0.1323513208764459, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.5, "time": 0.7767069451510906, "total_loss": 1.4409188710887975} {"data_time": 0.01749942358583212, "eta_seconds": 13644.09886662662, "iteration": 251919, "loss_fcos_cls": 0.20816752582322806, "loss_fcos_ctr": 0.6141138263046741, "loss_fcos_loc": 0.17524927016347647, "loss_mask": 0.24987045396119356, "loss_maskiou": 0.004347329217125662, "loss_sem_seg": 0.18031074129976332, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914530125255713, "mask_rcnn/false_negative": 0.08257999451404652, "mask_rcnn/false_positive": 0.1430512436572264, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 23.5, "time": 0.7534687286242843, "total_loss": 1.4221630007341446} {"data_time": 0.01429242268204689, "eta_seconds": 13629.006671652198, "iteration": 251939, "loss_fcos_cls": 0.1950352540006861, "loss_fcos_ctr": 0.617291634902358, "loss_fcos_loc": 0.16682185046374798, "loss_mask": 0.2521627387031913, "loss_maskiou": 0.004517098819633247, "loss_sem_seg": 0.19881939981132746, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8825999149659864, "mask_rcnn/false_negative": 0.10405500520762434, "mask_rcnn/false_positive": 0.13504589700285147, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.0, "time": 0.7674975637346506, "total_loss": 1.4515730519851786} {"data_time": 0.017061501741409302, "eta_seconds": 13613.914476677775, "iteration": 251959, "loss_fcos_cls": 0.19610035736695863, "loss_fcos_ctr": 0.6163653722032905, "loss_fcos_loc": 0.1695879043545574, "loss_mask": 0.24789084680378437, "loss_maskiou": 0.004421720921527594, "loss_sem_seg": 0.18140676012262702, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828928692740683, "mask_rcnn/false_negative": 0.09776756598715995, "mask_rcnn/false_positive": 0.13771208580647312, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.25, "time": 0.7479910850524902, "total_loss": 1.427442521438934} {"data_time": 0.017051695846021175, "eta_seconds": 13604.465822154656, "iteration": 251979, "loss_fcos_cls": 0.19448893866501749, "loss_fcos_ctr": 0.612721108365804, "loss_fcos_loc": 0.16315528168343008, "loss_mask": 0.24310432747006416, "loss_maskiou": 0.00454194488338544, "loss_sem_seg": 0.18295264663174748, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9084904020729914, "mask_rcnn/false_negative": 0.07659999137688538, "mask_rcnn/false_positive": 0.1118762422684518, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 28.75, "time": 0.7601990150287747, "total_loss": 1.405326808875543} {"data_time": 0.016537430696189404, "eta_seconds": 13589.946937632747, "iteration": 251999, "loss_fcos_cls": 0.19363991738282493, "loss_fcos_ctr": 0.6143517885357141, "loss_fcos_loc": 0.16362520959228277, "loss_mask": 0.23388752527534962, "loss_maskiou": 0.003874071000609547, "loss_sem_seg": 0.19583222595974803, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981579614792217, "mask_rcnn/false_negative": 0.0889959781319552, "mask_rcnn/false_positive": 0.11743103339584085, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 25.0, "time": 0.7472249930724502, "total_loss": 1.3883640393905807} {"data_time": 0.0147935189306736, "eta_seconds": 13571.364041437395, "iteration": 252019, "loss_fcos_cls": 0.1956335010472685, "loss_fcos_ctr": 0.6155158146284521, "loss_fcos_loc": 0.1631950450828299, "loss_mask": 0.24602687172591686, "loss_maskiou": 0.004506698884142679, "loss_sem_seg": 0.18092601071111858, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8778806537495951, "mask_rcnn/false_negative": 0.09052377383243672, "mask_rcnn/false_positive": 0.12672336244450472, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7545690946280956, "total_loss": 1.410545997598092} {"data_time": 0.01722010876983404, "eta_seconds": 13556.268814207055, "iteration": 252039, "loss_fcos_cls": 0.18983882945030928, "loss_fcos_ctr": 0.6132311951369047, "loss_fcos_loc": 0.15587773779407144, "loss_mask": 0.24008445534855127, "loss_maskiou": 0.004201102565275505, "loss_sem_seg": 0.17407706985250115, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9036962306474314, "mask_rcnn/false_negative": 0.10443671216076361, "mask_rcnn/false_positive": 0.09732387382479535, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 30.0, "time": 0.7757316334173083, "total_loss": 1.3997424074696028} {"data_time": 0.01555553451180458, "eta_seconds": 13544.071989083663, "iteration": 252059, "loss_fcos_cls": 0.19352169946068898, "loss_fcos_ctr": 0.6156600108370185, "loss_fcos_loc": 0.16563153243623674, "loss_mask": 0.24703591084107757, "loss_maskiou": 0.004463896315428428, "loss_sem_seg": 0.17010686243884265, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8958373083327551, "mask_rcnn/false_negative": 0.09406809490889001, "mask_rcnn/false_positive": 0.11374519446696432, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.75, "time": 0.7575853317975998, "total_loss": 1.4055737404523825} {"data_time": 0.015885669738054276, "eta_seconds": 13529.550528821535, "iteration": 252079, "loss_fcos_cls": 0.19189081992954016, "loss_fcos_ctr": 0.6149519374594092, "loss_fcos_loc": 0.1652479626936838, "loss_mask": 0.24061624193564057, "loss_maskiou": 0.004632473413948901, "loss_sem_seg": 0.1880392467137426, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8892361111111111, "mask_rcnn/false_negative": 0.09293692149443661, "mask_rcnn/false_positive": 0.1274177698189682, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.5, "time": 0.7577064139768481, "total_loss": 1.418897477145947} {"data_time": 0.014708162285387516, "eta_seconds": 13514.451426618733, "iteration": 252099, "loss_fcos_cls": 0.1978322222130373, "loss_fcos_ctr": 0.6136395381763577, "loss_fcos_loc": 0.16673229081789032, "loss_mask": 0.25856445636600256, "loss_maskiou": 0.004628893264452927, "loss_sem_seg": 0.18125612707808614, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.903755415636176, "mask_rcnn/false_negative": 0.08033980595929384, "mask_rcnn/false_positive": 0.13116373140595247, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 26.5, "time": 0.7547662379220128, "total_loss": 1.4246264737885213} {"data_time": 0.016780066303908825, "eta_seconds": 13502.54340154957, "iteration": 252119, "loss_fcos_cls": 0.19594812323339283, "loss_fcos_ctr": 0.613947662524879, "loss_fcos_loc": 0.1654202532954514, "loss_mask": 0.2581335585564375, "loss_maskiou": 0.004430403052538168, "loss_sem_seg": 0.18521388061344624, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.881375033566058, "mask_rcnn/false_negative": 0.0999335794684841, "mask_rcnn/false_positive": 0.12713932574634396, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 29.0, "time": 0.7543284660205245, "total_loss": 1.4311982411854842} {"data_time": 0.015686186030507088, "eta_seconds": 13483.67815601267, "iteration": 252139, "loss_fcos_cls": 0.20422078354749829, "loss_fcos_ctr": 0.6179403327405453, "loss_fcos_loc": 0.16468479251489043, "loss_mask": 0.2491622418165207, "loss_maskiou": 0.0046932355962781, "loss_sem_seg": 0.18529479810968041, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8884031435154707, "mask_rcnn/false_negative": 0.10299092307854918, "mask_rcnn/false_positive": 0.13425713567971503, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.25, "time": 0.7469556191936135, "total_loss": 1.4420784156227455} {"data_time": 0.016406298615038395, "eta_seconds": 13476.537650196813, "iteration": 252159, "loss_fcos_cls": 0.19537901639705524, "loss_fcos_ctr": 0.6167585055809468, "loss_fcos_loc": 0.17194113787263632, "loss_mask": 0.24886970687657595, "loss_maskiou": 0.004102681159565691, "loss_sem_seg": 0.1872052066028118, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9062455401741116, "mask_rcnn/false_negative": 0.10412794391172384, "mask_rcnn/false_positive": 0.09029770062240085, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 34.5, "time": 0.7589438743889332, "total_loss": 1.4261617776028288} {"data_time": 0.01623349543660879, "eta_seconds": 13454.055017807521, "iteration": 252179, "loss_fcos_cls": 0.19439101917669177, "loss_fcos_ctr": 0.6181779932230711, "loss_fcos_loc": 0.17151168291456997, "loss_mask": 0.2639709049835801, "loss_maskiou": 0.004510140963247977, "loss_sem_seg": 0.17042283667251468, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8726426795207879, "mask_rcnn/false_negative": 0.10018890683415752, "mask_rcnn/false_positive": 0.1391059570146036, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 28.0, "time": 0.7593507310375571, "total_loss": 1.4040307790710358} {"data_time": 0.01781764253973961, "eta_seconds": 13425.988814152777, "iteration": 252199, "loss_fcos_cls": 0.21437812456861138, "loss_fcos_ctr": 0.6195495156571269, "loss_fcos_loc": 0.1792836962849833, "loss_mask": 0.26980273332446814, "loss_maskiou": 0.004992620197299402, "loss_sem_seg": 0.20564004767220467, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8774912719034078, "mask_rcnn/false_negative": 0.08992449427588677, "mask_rcnn/false_positive": 0.1471592216723001, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 34.75, "time": 0.7565981857478619, "total_loss": 1.5125037906491343} {"data_time": 0.015492775477468967, "eta_seconds": 13414.46194869373, "iteration": 252219, "loss_fcos_cls": 0.19765755027765408, "loss_fcos_ctr": 0.6155038913711905, "loss_fcos_loc": 0.1732557585928589, "loss_mask": 0.25552967097610235, "loss_maskiou": 0.00443739578986424, "loss_sem_seg": 0.17391597875393927, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8841565832872225, "mask_rcnn/false_negative": 0.10826697155113903, "mask_rcnn/false_positive": 0.10919743425584848, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.5, "time": 0.7599081946536899, "total_loss": 1.4166126601376163} {"data_time": 0.015333417803049088, "eta_seconds": 13408.185864673927, "iteration": 252239, "loss_fcos_cls": 0.20103536336682737, "loss_fcos_ctr": 0.6129453955218196, "loss_fcos_loc": 0.15810613019857556, "loss_mask": 0.24406340159475803, "loss_maskiou": 0.004263584749423899, "loss_sem_seg": 0.18015654082410038, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017768973949027, "mask_rcnn/false_negative": 0.0907653107181141, "mask_rcnn/false_positive": 0.10216542925700642, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.25, "time": 0.7603202760219574, "total_loss": 1.4066298245597864} {"data_time": 0.015512501820921898, "eta_seconds": 13384.284878903069, "iteration": 252259, "loss_fcos_cls": 0.19430639944039285, "loss_fcos_ctr": 0.6153987352736294, "loss_fcos_loc": 0.16595702560152858, "loss_mask": 0.25126046780496836, "loss_maskiou": 0.004269735945854336, "loss_sem_seg": 0.17275246419012547, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893393182631903, "mask_rcnn/false_negative": 0.08324960354420585, "mask_rcnn/false_positive": 0.1295213555108743, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.0, "time": 0.740189085714519, "total_loss": 1.387702095496934} {"data_time": 0.01584892626851797, "eta_seconds": 13369.196344007738, "iteration": 252279, "loss_fcos_cls": 0.19152287510223687, "loss_fcos_ctr": 0.6170366806909442, "loss_fcos_loc": 0.17348268313799053, "loss_mask": 0.2569587714970112, "loss_maskiou": 0.004840864990910632, "loss_sem_seg": 0.19997578079346567, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8824478200371058, "mask_rcnn/false_negative": 0.10039401479263142, "mask_rcnn/false_positive": 0.13119218768539603, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.75, "time": 0.7496245857328176, "total_loss": 1.4495566552868695} {"data_time": 0.015583323314785957, "eta_seconds": 13350.15368470177, "iteration": 252299, "loss_fcos_cls": 0.19570527772884816, "loss_fcos_ctr": 0.6151873024646193, "loss_fcos_loc": 0.17285406799055636, "loss_mask": 0.23909149412065744, "loss_maskiou": 0.004422563055413775, "loss_sem_seg": 0.17857649037614465, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8957287683427564, "mask_rcnn/false_negative": 0.08599710973501964, "mask_rcnn/false_positive": 0.13173793752205895, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.25, "time": 0.7374319983646274, "total_loss": 1.4293285263665894} {"data_time": 0.016719763167202473, "eta_seconds": 13332.975611282513, "iteration": 252319, "loss_fcos_cls": 0.20418359350878745, "loss_fcos_ctr": 0.6154029564931989, "loss_fcos_loc": 0.17163515090942383, "loss_mask": 0.242711687926203, "loss_maskiou": 0.004443240279215388, "loss_sem_seg": 0.1851511171553284, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8839275444477308, "mask_rcnn/false_negative": 0.10193358309746398, "mask_rcnn/false_positive": 0.13088302874605354, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 22.5, "time": 0.7489551054313779, "total_loss": 1.4425302265299251} {"data_time": 0.016103241592645645, "eta_seconds": 13317.893912723288, "iteration": 252339, "loss_fcos_cls": 0.19040189613588154, "loss_fcos_ctr": 0.615710785612464, "loss_fcos_loc": 0.16605843207798898, "loss_mask": 0.24572983104735613, "loss_maskiou": 0.0043577311662374996, "loss_sem_seg": 0.1663902192376554, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8773090005232862, "mask_rcnn/false_negative": 0.09027648690335532, "mask_rcnn/false_positive": 0.15462675207499735, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 33.0, "time": 0.7532238876447082, "total_loss": 1.3888167834047636} {"data_time": 0.015423266217112541, "eta_seconds": 13306.162017077208, "iteration": 252359, "loss_fcos_cls": 0.2043562342878431, "loss_fcos_ctr": 0.6123400423675776, "loss_fcos_loc": 0.1661836520943325, "loss_mask": 0.25772735849022865, "loss_maskiou": 0.004981199293979444, "loss_sem_seg": 0.1961512923007831, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8758314446196295, "mask_rcnn/false_negative": 0.09710965275124248, "mask_rcnn/false_positive": 0.14838897174338783, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.0, "time": 0.7666552420705557, "total_loss": 1.4488309587104595} {"data_time": 0.017288239672780037, "eta_seconds": 13289.81741585955, "iteration": 252379, "loss_fcos_cls": 0.20417648600414395, "loss_fcos_ctr": 0.6165274046361446, "loss_fcos_loc": 0.168917412054725, "loss_mask": 0.2536202142946422, "loss_maskiou": 0.004396441872813739, "loss_sem_seg": 0.1929510203190148, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8872433546921491, "mask_rcnn/false_negative": 0.08760728945749459, "mask_rcnn/false_positive": 0.1419645503823448, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 30.5, "time": 0.7398599116131663, "total_loss": 1.4394577074162953} {"data_time": 0.016084568575024605, "eta_seconds": 13270.031096071936, "iteration": 252399, "loss_fcos_cls": 0.19282930414192379, "loss_fcos_ctr": 0.6145877847447991, "loss_fcos_loc": 0.16549151809886098, "loss_mask": 0.24787122337147593, "loss_maskiou": 0.0044568459270522, "loss_sem_seg": 0.18920681672170758, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8973494002864304, "mask_rcnn/false_negative": 0.090055692041169, "mask_rcnn/false_positive": 0.1200546590317543, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 24.0, "time": 0.7332118432968855, "total_loss": 1.4199332217831397} {"data_time": 0.0172002874314785, "eta_seconds": 13251.554509878159, "iteration": 252419, "loss_fcos_cls": 0.19656495191156864, "loss_fcos_ctr": 0.6130913319066167, "loss_fcos_loc": 0.16303984471596777, "loss_mask": 0.24153862847015262, "loss_maskiou": 0.0036600102575903293, "loss_sem_seg": 0.20543976570479572, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8797696515046696, "mask_rcnn/false_negative": 0.09943738530622437, "mask_rcnn/false_positive": 0.13381540340101256, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 29.5, "time": 0.7554807374253869, "total_loss": 1.4309894061734667} {"data_time": 0.01802776101976633, "eta_seconds": 13236.479651212692, "iteration": 252439, "loss_fcos_cls": 0.19406083901412785, "loss_fcos_ctr": 0.6149021619930863, "loss_fcos_loc": 0.16572022554464638, "loss_mask": 0.23116729268804193, "loss_maskiou": 0.003906583195202984, "loss_sem_seg": 0.1721033954527229, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8944311098823765, "mask_rcnn/false_negative": 0.10099629237916805, "mask_rcnn/false_positive": 0.127943615387063, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 21.0, "time": 0.7637950722128153, "total_loss": 1.4019753243774176} {"data_time": 0.015526891686022282, "eta_seconds": 13230.73453554511, "iteration": 252459, "loss_fcos_cls": 0.19958192924968898, "loss_fcos_ctr": 0.6143993977457285, "loss_fcos_loc": 0.16494343802332878, "loss_mask": 0.24820939265191555, "loss_maskiou": 0.004219838527205866, "loss_sem_seg": 0.19951866148039699, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8770717229199372, "mask_rcnn/false_negative": 0.10178845266257766, "mask_rcnn/false_positive": 0.13280868451311206, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.0, "time": 0.7684779241681099, "total_loss": 1.4358392313297372} {"data_time": 0.01645904127508402, "eta_seconds": 13209.71619989071, "iteration": 252479, "loss_fcos_cls": 0.18983009282965213, "loss_fcos_ctr": 0.6151444809511304, "loss_fcos_loc": 0.1593159200710943, "loss_mask": 0.254026778973639, "loss_maskiou": 0.004450957057997584, "loss_sem_seg": 0.1814653214532882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8883029173207745, "mask_rcnn/false_negative": 0.09212948691647596, "mask_rcnn/false_positive": 0.1173513557194619, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.75, "time": 0.7479708809405565, "total_loss": 1.3963340934424195} {"data_time": 0.01591466274112463, "eta_seconds": 13197.240324249491, "iteration": 252499, "loss_fcos_cls": 0.19757898664101958, "loss_fcos_ctr": 0.6133164577186108, "loss_fcos_loc": 0.16714803571812809, "loss_mask": 0.25689623691141605, "loss_maskiou": 0.004703924001660198, "loss_sem_seg": 0.175747538683936, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.904094137655062, "mask_rcnn/false_negative": 0.0836379128082161, "mask_rcnn/false_positive": 0.12084319746007668, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 23.75, "time": 0.7643564278259873, "total_loss": 1.4158355855252012} {"data_time": 0.01614922657608986, "eta_seconds": 13188.975689646788, "iteration": 252519, "loss_fcos_cls": 0.18235519458539784, "loss_fcos_ctr": 0.6144331591203809, "loss_fcos_loc": 0.15722594829276204, "loss_mask": 0.24466538708657026, "loss_maskiou": 0.0041331035281473305, "loss_sem_seg": 0.184190618339926, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018910405071119, "mask_rcnn/false_negative": 0.08568409004643802, "mask_rcnn/false_positive": 0.10461556979844205, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.0, "time": 0.7490905616432428, "total_loss": 1.3797614262221032} {"data_time": 0.016335485503077507, "eta_seconds": 13180.204088989645, "iteration": 252539, "loss_fcos_cls": 0.19406734104268253, "loss_fcos_ctr": 0.6152786230668426, "loss_fcos_loc": 0.1594718795386143, "loss_mask": 0.24474747711792588, "loss_maskiou": 0.004476770332985325, "loss_sem_seg": 0.20084822620265186, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8927755280433851, "mask_rcnn/false_negative": 0.08006110599923898, "mask_rcnn/false_positive": 0.12724783108464224, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 28.75, "time": 0.7653311146423221, "total_loss": 1.4112237634872145} {"data_time": 0.016950562596321106, "eta_seconds": 13175.685200487264, "iteration": 252559, "loss_fcos_cls": 0.2000080228317529, "loss_fcos_ctr": 0.6158699691295624, "loss_fcos_loc": 0.1682757473899983, "loss_mask": 0.2565584275871515, "loss_maskiou": 0.00473761734974687, "loss_sem_seg": 0.18197153345681727, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8619707101772184, "mask_rcnn/false_negative": 0.1065427701932585, "mask_rcnn/false_positive": 0.1553175120090323, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 36.5, "time": 0.7665632348507643, "total_loss": 1.421617557760328} {"data_time": 0.014670384116470814, "eta_seconds": 13152.072973751463, "iteration": 252579, "loss_fcos_cls": 0.19156235503032804, "loss_fcos_ctr": 0.6132639041170478, "loss_fcos_loc": 0.16398634325014427, "loss_mask": 0.24961243476718664, "loss_maskiou": 0.00471942029253114, "loss_sem_seg": 0.19959563575685024, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9153331787260358, "mask_rcnn/false_negative": 0.08125142857844236, "mask_rcnn/false_positive": 0.10106918200681964, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.5, "time": 0.7439913740381598, "total_loss": 1.4532015328586567} {"data_time": 0.015675761736929417, "eta_seconds": 13128.617697817273, "iteration": 252599, "loss_fcos_cls": 0.18981141096446663, "loss_fcos_ctr": 0.6122084343805909, "loss_fcos_loc": 0.17170268238987774, "loss_mask": 0.25282604433596134, "loss_maskiou": 0.004854215356317582, "loss_sem_seg": 0.16894958121702075, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923684142024157, "mask_rcnn/false_negative": 0.07825607619364752, "mask_rcnn/false_positive": 0.12155973084940604, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 30.25, "time": 0.7389165004715323, "total_loss": 1.4203948023059638} {"data_time": 0.01633236836642027, "eta_seconds": 13104.165131573565, "iteration": 252619, "loss_fcos_cls": 0.18441315926611423, "loss_fcos_ctr": 0.6141936276108027, "loss_fcos_loc": 0.15551636519376189, "loss_mask": 0.23994235182181, "loss_maskiou": 0.004091569724550936, "loss_sem_seg": 0.18126393272541463, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.909019821378844, "mask_rcnn/false_negative": 0.06400618655080705, "mask_rcnn/false_positive": 0.09978725453943797, "roi_head/num_bg_samples": 35.5, "roi_head/num_fg_samples": 28.25, "time": 0.7485200222581625, "total_loss": 1.389642294983787} {"data_time": 0.015967441722750664, "eta_seconds": 13085.290823433548, "iteration": 252639, "loss_fcos_cls": 0.2050941155757755, "loss_fcos_ctr": 0.6146476175636053, "loss_fcos_loc": 0.16981298592872918, "loss_mask": 0.2551559703424573, "loss_maskiou": 0.004656850855099037, "loss_sem_seg": 0.18373941420577466, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8811957348728965, "mask_rcnn/false_negative": 0.09808205494926844, "mask_rcnn/false_positive": 0.12195379836962972, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.0, "time": 0.7504406170919538, "total_loss": 1.4249433983350173} {"data_time": 0.0156454024836421, "eta_seconds": 13067.148088824004, "iteration": 252659, "loss_fcos_cls": 0.18779563647694886, "loss_fcos_ctr": 0.616183415055275, "loss_fcos_loc": 0.16700439900159836, "loss_mask": 0.2540698340162635, "loss_maskiou": 0.004230483995343093, "loss_sem_seg": 0.1937805893830955, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8986612502143714, "mask_rcnn/false_negative": 0.07426508752509023, "mask_rcnn/false_positive": 0.1327447823126035, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 27.0, "time": 0.7384460056200624, "total_loss": 1.4407972966291709} {"data_time": 0.01680709794163704, "eta_seconds": 13042.797085573897, "iteration": 252679, "loss_fcos_cls": 0.2078829217934981, "loss_fcos_ctr": 0.6147952200844884, "loss_fcos_loc": 0.1688962490297854, "loss_mask": 0.25910174660384655, "loss_maskiou": 0.004543804192508105, "loss_sem_seg": 0.18152406811714172, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8681408839005822, "mask_rcnn/false_negative": 0.1091929821374312, "mask_rcnn/false_positive": 0.13704925672337104, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 32.25, "time": 0.7611416801810265, "total_loss": 1.4256546855249326} {"data_time": 0.017280970700085163, "eta_seconds": 13038.398336595856, "iteration": 252699, "loss_fcos_cls": 0.2084506838582456, "loss_fcos_ctr": 0.615125940181315, "loss_fcos_loc": 0.17315017734654248, "loss_mask": 0.24989990377798676, "loss_maskiou": 0.004418359967530705, "loss_sem_seg": 0.17678560683270916, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8998876123876123, "mask_rcnn/false_negative": 0.08448564775016636, "mask_rcnn/false_positive": 0.11652636491022024, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.5, "time": 0.7706648716703057, "total_loss": 1.4023599815736816} {"data_time": 0.017040708102285862, "eta_seconds": 13024.993417415768, "iteration": 252719, "loss_fcos_cls": 0.20580159965902567, "loss_fcos_ctr": 0.6131341587752104, "loss_fcos_loc": 0.17120756366057321, "loss_mask": 0.2575032636523247, "loss_maskiou": 0.0045141785813029855, "loss_sem_seg": 0.18165965168736875, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861826604713514, "mask_rcnn/false_negative": 0.09723189804153708, "mask_rcnn/false_positive": 0.12920095271857882, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 31.75, "time": 0.7457734122872353, "total_loss": 1.4179612938605715} {"data_time": 0.01595732383430004, "eta_seconds": 13001.878119545989, "iteration": 252739, "loss_fcos_cls": 0.19555876613594592, "loss_fcos_ctr": 0.6139784404076636, "loss_fcos_loc": 0.1688822794239968, "loss_mask": 0.23726348485797644, "loss_maskiou": 0.004415772822540021, "loss_sem_seg": 0.16449090279638767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8841200954065838, "mask_rcnn/false_negative": 0.10732183202164486, "mask_rcnn/false_positive": 0.13184755674443133, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 30.0, "time": 0.7404376612976193, "total_loss": 1.393315975976293} {"data_time": 0.015532264485955238, "eta_seconds": 12983.147752895951, "iteration": 252759, "loss_fcos_cls": 0.1824906918918714, "loss_fcos_ctr": 0.6156072681769729, "loss_fcos_loc": 0.1611414166400209, "loss_mask": 0.25318879587575793, "loss_maskiou": 0.004124245686398353, "loss_sem_seg": 0.17271718941628933, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8821324211502783, "mask_rcnn/false_negative": 0.10808078346021556, "mask_rcnn/false_positive": 0.1395347562460405, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.75, "time": 0.7440710412338376, "total_loss": 1.4161045508953976} {"data_time": 0.015824823640286922, "eta_seconds": 12966.006064107642, "iteration": 252779, "loss_fcos_cls": 0.18698696116916835, "loss_fcos_ctr": 0.614623217843473, "loss_fcos_loc": 0.15974941733293235, "loss_mask": 0.2477844748646021, "loss_maskiou": 0.004293270381822367, "loss_sem_seg": 0.1898972288472578, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895267843702286, "mask_rcnn/false_negative": 0.08263255299071938, "mask_rcnn/false_positive": 0.12471482625369903, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.7540108906105161, "total_loss": 1.4099601586349308} {"data_time": 0.015969231724739075, "eta_seconds": 12954.678841661662, "iteration": 252799, "loss_fcos_cls": 0.19001284462865442, "loss_fcos_ctr": 0.6156412586569786, "loss_fcos_loc": 0.1649686023592949, "loss_mask": 0.2544104866683483, "loss_maskiou": 0.004364667511254083, "loss_sem_seg": 0.18910855473950505, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8821555354069339, "mask_rcnn/false_negative": 0.09946627564560137, "mask_rcnn/false_positive": 0.11296465008748166, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 24.0, "time": 0.7504309648647904, "total_loss": 1.4267417264345568} {"data_time": 0.017270767129957676, "eta_seconds": 12943.268713756464, "iteration": 252819, "loss_fcos_cls": 0.19921886158408597, "loss_fcos_ctr": 0.6166684897616506, "loss_fcos_loc": 0.1709182079648599, "loss_mask": 0.24358493462204933, "loss_maskiou": 0.0046504919046128634, "loss_sem_seg": 0.20161527511663735, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953988188682066, "mask_rcnn/false_negative": 0.09427955450214215, "mask_rcnn/false_positive": 0.09627884942378062, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.25, "time": 0.7523413226008415, "total_loss": 1.451012402838387} {"data_time": 0.015604449436068535, "eta_seconds": 12924.55343304202, "iteration": 252839, "loss_fcos_cls": 0.19771520257927477, "loss_fcos_ctr": 0.6139559224247932, "loss_fcos_loc": 0.16100617044139653, "loss_mask": 0.24975472455844283, "loss_maskiou": 0.005266372030746425, "loss_sem_seg": 0.18873534514568746, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8888028425655976, "mask_rcnn/false_negative": 0.09308556527241868, "mask_rcnn/false_positive": 0.15842116615241, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 21.5, "time": 0.7410818105563521, "total_loss": 1.4308572538902808} {"data_time": 0.01658002007752657, "eta_seconds": 12899.529700506479, "iteration": 252859, "loss_fcos_cls": 0.1951801162213087, "loss_fcos_ctr": 0.6173947667703032, "loss_fcos_loc": 0.17506636737380177, "loss_mask": 0.25427531357854605, "loss_maskiou": 0.004614991918060696, "loss_sem_seg": 0.20345882372930646, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828509852216748, "mask_rcnn/false_negative": 0.10334606967583232, "mask_rcnn/false_positive": 0.12471740432302153, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.5, "time": 0.7461695494130254, "total_loss": 1.4527658287552185} {"data_time": 0.0168121550232172, "eta_seconds": 12875.861639446579, "iteration": 252879, "loss_fcos_cls": 0.20503418310545385, "loss_fcos_ctr": 0.6168741998262703, "loss_fcos_loc": 0.17399959557224065, "loss_mask": 0.2623417768627405, "loss_maskiou": 0.004765798439620994, "loss_sem_seg": 0.20986164826899767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8890193748519308, "mask_rcnn/false_negative": 0.09528003162503366, "mask_rcnn/false_positive": 0.1271351195879938, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 36.0, "time": 0.7453545611351728, "total_loss": 1.4776038166091894} {"data_time": 0.015934881754219532, "eta_seconds": 12860.820623571984, "iteration": 252899, "loss_fcos_cls": 0.20108617539517581, "loss_fcos_ctr": 0.6137848487123847, "loss_fcos_loc": 0.1639604379888624, "loss_mask": 0.24399371864274144, "loss_maskiou": 0.004458402392629068, "loss_sem_seg": 0.18818826950155199, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9039060766969831, "mask_rcnn/false_negative": 0.08803764031414363, "mask_rcnn/false_positive": 0.08218794962562495, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 25.5, "time": 0.7597214616835117, "total_loss": 1.4260574811924016} {"data_time": 0.016234141774475574, "eta_seconds": 12856.721632467583, "iteration": 252919, "loss_fcos_cls": 0.18879906716756523, "loss_fcos_ctr": 0.6153110023587942, "loss_fcos_loc": 0.16280308982823044, "loss_mask": 0.2543026260100305, "loss_maskiou": 0.004102435654203873, "loss_sem_seg": 0.1892873130273074, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975933705328697, "mask_rcnn/false_negative": 0.09655300648824942, "mask_rcnn/false_positive": 0.11082382068671935, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 23.75, "time": 0.7586108213290572, "total_loss": 1.4187981016220874} {"data_time": 0.01622141432017088, "eta_seconds": 12845.53913592361, "iteration": 252939, "loss_fcos_cls": 0.1994816435035318, "loss_fcos_ctr": 0.6155093042179942, "loss_fcos_loc": 0.16428929450921714, "loss_mask": 0.25938922679051757, "loss_maskiou": 0.004649038219213253, "loss_sem_seg": 0.18742442270740867, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8745787771341959, "mask_rcnn/false_negative": 0.0937710153913219, "mask_rcnn/false_positive": 0.15206318705942373, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.0, "time": 0.7644466925412416, "total_loss": 1.425709143775748} {"data_time": 0.014935989864170551, "eta_seconds": 12837.800020436756, "iteration": 252959, "loss_fcos_cls": 0.20063395099714398, "loss_fcos_ctr": 0.615310519002378, "loss_fcos_loc": 0.17130873497808352, "loss_mask": 0.2544488860294223, "loss_maskiou": 0.004368569752841722, "loss_sem_seg": 0.1633585209492594, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8777505900319311, "mask_rcnn/false_negative": 0.09519906594668903, "mask_rcnn/false_positive": 0.14137670254142937, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 26.0, "time": 0.7556787151843309, "total_loss": 1.4135019906352682} {"data_time": 0.015231541357934475, "eta_seconds": 12814.365453155711, "iteration": 252979, "loss_fcos_cls": 0.18763390358071774, "loss_fcos_ctr": 0.6114594889804721, "loss_fcos_loc": 0.1544907068600878, "loss_mask": 0.24108825717121363, "loss_maskiou": 0.004377041041152552, "loss_sem_seg": 0.2007192550227046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970990542100059, "mask_rcnn/false_negative": 0.09209414607202887, "mask_rcnn/false_positive": 0.11433817517737402, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 29.75, "time": 0.7393018091097474, "total_loss": 1.3980610406797496} {"data_time": 0.017643497325479984, "eta_seconds": 12799.308329069987, "iteration": 252999, "loss_fcos_cls": 0.1982790983747691, "loss_fcos_ctr": 0.6146039427258074, "loss_fcos_loc": 0.16017320612445474, "loss_mask": 0.2518316488713026, "loss_maskiou": 0.004706595624156762, "loss_sem_seg": 0.19103769538924098, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8946250884438989, "mask_rcnn/false_negative": 0.09314888664625431, "mask_rcnn/false_positive": 0.11899332252607374, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 34.5, "time": 0.7421303056180477, "total_loss": 1.4068121931295536} {"data_time": 0.014023032039403915, "eta_seconds": 12784.251204984263, "iteration": 253019, "loss_fcos_cls": 0.19532292988151312, "loss_fcos_ctr": 0.6140120094642043, "loss_fcos_loc": 0.16216306458227336, "loss_mask": 0.250487620010972, "loss_maskiou": 0.004504030985117424, "loss_sem_seg": 0.18317451095208526, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8740681481536896, "mask_rcnn/false_negative": 0.11001854120673205, "mask_rcnn/false_positive": 0.13580936331914403, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 28.75, "time": 0.7514877114444971, "total_loss": 1.4166552963579306} {"data_time": 0.01711418107151985, "eta_seconds": 12760.428616742603, "iteration": 253039, "loss_fcos_cls": 0.19258550996892154, "loss_fcos_ctr": 0.6141984341666102, "loss_fcos_loc": 0.16158790688496083, "loss_mask": 0.23962092166766524, "loss_maskiou": 0.004364901724329684, "loss_sem_seg": 0.18341791373677552, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8819484404037304, "mask_rcnn/false_negative": 0.10253332511976185, "mask_rcnn/false_positive": 0.1252511174037447, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.0, "time": 0.7486554319038987, "total_loss": 1.4041638679045718} {"data_time": 0.016333364881575108, "eta_seconds": 12739.028420146555, "iteration": 253059, "loss_fcos_cls": 0.1947323848726228, "loss_fcos_ctr": 0.6137212663888931, "loss_fcos_loc": 0.1666541185695678, "loss_mask": 0.25176916364580393, "loss_maskiou": 0.0045123757372493856, "loss_sem_seg": 0.18869222048670053, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895722546770039, "mask_rcnn/false_negative": 0.09717010353533471, "mask_rcnn/false_positive": 0.12160277421505714, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.0, "time": 0.7439883956685662, "total_loss": 1.4450820390884473} {"data_time": 0.015610108152031898, "eta_seconds": 12721.939465936273, "iteration": 253079, "loss_fcos_cls": 0.20402759569697082, "loss_fcos_ctr": 0.6134976125322282, "loss_fcos_loc": 0.167364647728391, "loss_mask": 0.24407487269490957, "loss_maskiou": 0.0038855183265695814, "loss_sem_seg": 0.1938295995350927, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908060602289697, "mask_rcnn/false_negative": 0.08456913014937056, "mask_rcnn/false_positive": 0.13162533671525273, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 33.0, "time": 0.7492867754772305, "total_loss": 1.439080342919624} {"data_time": 0.017286667600274086, "eta_seconds": 12703.010359735228, "iteration": 253099, "loss_fcos_cls": 0.20062640914693475, "loss_fcos_ctr": 0.61395766120404, "loss_fcos_loc": 0.16699631907977164, "loss_mask": 0.25700580375269055, "loss_maskiou": 0.004636141384253278, "loss_sem_seg": 0.18879037536680698, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8722387293525005, "mask_rcnn/false_negative": 0.09176923334775977, "mask_rcnn/false_positive": 0.14947603826990385, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 21.25, "time": 0.7522664926946163, "total_loss": 1.4603720130035072} {"data_time": 0.01879271026700735, "eta_seconds": 12691.86573633179, "iteration": 253119, "loss_fcos_cls": 0.19689675443805754, "loss_fcos_ctr": 0.6170469736680388, "loss_fcos_loc": 0.16428595245815814, "loss_mask": 0.24476676434278488, "loss_maskiou": 0.0044327766954666, "loss_sem_seg": 0.1747743085725233, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8910033418961991, "mask_rcnn/false_negative": 0.08728608580715225, "mask_rcnn/false_positive": 0.1327646830774482, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.25, "time": 0.7535827336832881, "total_loss": 1.3940378200932173} {"data_time": 0.017109393142163754, "eta_seconds": 12678.285076307133, "iteration": 253139, "loss_fcos_cls": 0.19409532158169895, "loss_fcos_ctr": 0.6183840264566243, "loss_fcos_loc": 0.175553816545289, "loss_mask": 0.2569496603682637, "loss_maskiou": 0.004842383932555094, "loss_sem_seg": 0.19865715084597468, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8795710081785524, "mask_rcnn/false_negative": 0.11328985131601539, "mask_rcnn/false_positive": 0.13021010409822453, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.0, "time": 0.7323094587773085, "total_loss": 1.467628003905702} {"data_time": 0.014597245492041111, "eta_seconds": 12657.9135831194, "iteration": 253159, "loss_fcos_cls": 0.1930124806240201, "loss_fcos_ctr": 0.6120406948029995, "loss_fcos_loc": 0.16443220083601773, "loss_mask": 0.23985364101827145, "loss_maskiou": 0.004498202346439939, "loss_sem_seg": 0.16956305713392794, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8844770408163265, "mask_rcnn/false_negative": 0.09842238703840188, "mask_rcnn/false_positive": 0.10797655421147014, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 27.25, "time": 0.7491194093599916, "total_loss": 1.4045458151158527} {"data_time": 0.015209103934466839, "eta_seconds": 12638.718927291222, "iteration": 253179, "loss_fcos_cls": 0.20183087745681405, "loss_fcos_ctr": 0.6137456968426704, "loss_fcos_loc": 0.1769949863664806, "loss_mask": 0.26413238886743784, "loss_maskiou": 0.005112461840326432, "loss_sem_seg": 0.18171948287636042, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8835381091211995, "mask_rcnn/false_negative": 0.11059346368057749, "mask_rcnn/false_positive": 0.12218586843021231, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 24.75, "time": 0.7462841905653477, "total_loss": 1.448720894244616} {"data_time": 0.01724467519670725, "eta_seconds": 12633.16929998435, "iteration": 253199, "loss_fcos_cls": 0.2061344359535724, "loss_fcos_ctr": 0.6152788987383246, "loss_fcos_loc": 0.16591301595326513, "loss_mask": 0.2615654608234763, "loss_maskiou": 0.005162671877769753, "loss_sem_seg": 0.19806354423053563, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9000139828658736, "mask_rcnn/false_negative": 0.1015258277233309, "mask_rcnn/false_positive": 0.10123738743276528, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.75, "time": 0.7820324441418052, "total_loss": 1.4306474139775673} {"data_time": 0.01543592568486929, "eta_seconds": 12612.816806503572, "iteration": 253219, "loss_fcos_cls": 0.19602100737392902, "loss_fcos_ctr": 0.6160487369634211, "loss_fcos_loc": 0.16863978444598615, "loss_mask": 0.250458475202322, "loss_maskiou": 0.004498846203205176, "loss_sem_seg": 0.17090646736323833, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959340315073399, "mask_rcnn/false_negative": 0.09831391062890925, "mask_rcnn/false_positive": 0.1277492257468068, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.25, "time": 0.742316110059619, "total_loss": 1.419962395917537} {"data_time": 0.014941588044166565, "eta_seconds": 12603.092115769163, "iteration": 253239, "loss_fcos_cls": 0.1962765189819038, "loss_fcos_ctr": 0.612971200607717, "loss_fcos_loc": 0.1599914610851556, "loss_mask": 0.2603656053543091, "loss_maskiou": 0.004460392003238667, "loss_sem_seg": 0.19280218053609133, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907597369933888, "mask_rcnn/false_negative": 0.08368039429361143, "mask_rcnn/false_positive": 0.1413853174716388, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.25, "time": 0.7590005369856954, "total_loss": 1.4198020409821765} {"data_time": 0.01701252907514572, "eta_seconds": 12589.808071777225, "iteration": 253259, "loss_fcos_cls": 0.2028326673898846, "loss_fcos_ctr": 0.6161089595407248, "loss_fcos_loc": 0.1728935896535404, "loss_mask": 0.2452090848237276, "loss_maskiou": 0.005088787613203749, "loss_sem_seg": 0.18400407442823052, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.874861002093145, "mask_rcnn/false_negative": 0.10001017964248052, "mask_rcnn/false_positive": 0.15859018268867447, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.25, "time": 0.7531577264890075, "total_loss": 1.4113201965519693} {"data_time": 0.015685247257351875, "eta_seconds": 12585.752732070163, "iteration": 253279, "loss_fcos_cls": 0.20519877469632775, "loss_fcos_ctr": 0.6173490355722606, "loss_fcos_loc": 0.16774724854622036, "loss_mask": 0.24009902542456985, "loss_maskiou": 0.004334177872806322, "loss_sem_seg": 0.18578730104491115, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893988007574164, "mask_rcnn/false_negative": 0.0996078375851221, "mask_rcnn/false_positive": 0.13004430696078562, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 32.75, "time": 0.7734820460900664, "total_loss": 1.431730450312898} {"data_time": 0.017967041581869125, "eta_seconds": 12573.451467784122, "iteration": 253299, "loss_fcos_cls": 0.19281844329088926, "loss_fcos_ctr": 0.614217197522521, "loss_fcos_loc": 0.16182466770987958, "loss_mask": 0.25425856932997704, "loss_maskiou": 0.004380661455797963, "loss_sem_seg": 0.1792566846124828, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9079172036082475, "mask_rcnn/false_negative": 0.07904357579383878, "mask_rcnn/false_positive": 0.10785656336503795, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.25, "time": 0.7447208063676953, "total_loss": 1.3988517835823586} {"data_time": 0.015673251822590828, "eta_seconds": 12562.228198774159, "iteration": 253319, "loss_fcos_cls": 0.19863650086335838, "loss_fcos_ctr": 0.6169065237045288, "loss_fcos_loc": 0.1722793171647936, "loss_mask": 0.2561968443915248, "loss_maskiou": 0.004772978936671279, "loss_sem_seg": 0.18872575368732214, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8955214325112284, "mask_rcnn/false_negative": 0.08929083353277778, "mask_rcnn/false_positive": 0.1116938156024739, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.25, "time": 0.7572722788900137, "total_loss": 1.4426205560594099} {"data_time": 0.016522874124348164, "eta_seconds": 12550.0806817282, "iteration": 253339, "loss_fcos_cls": 0.19161362838349305, "loss_fcos_ctr": 0.6164755756035447, "loss_fcos_loc": 0.16447612922638655, "loss_mask": 0.24654191732406616, "loss_maskiou": 0.004257421649526805, "loss_sem_seg": 0.19360329629853368, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8902935479045005, "mask_rcnn/false_negative": 0.10718960867519636, "mask_rcnn/false_positive": 0.10838632952418539, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.75, "time": 0.7601195434108377, "total_loss": 1.4432857638166752} {"data_time": 0.014721098355948925, "eta_seconds": 12534.528526707552, "iteration": 253359, "loss_fcos_cls": 0.19912089640274644, "loss_fcos_ctr": 0.6153654847294092, "loss_fcos_loc": 0.17081410437822342, "loss_mask": 0.2462904555723071, "loss_maskiou": 0.00417240605383995, "loss_sem_seg": 0.1814305274747312, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8836572356215213, "mask_rcnn/false_negative": 0.08871278984911032, "mask_rcnn/false_positive": 0.13657732152680752, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.25, "time": 0.7582565965130925, "total_loss": 1.4386681779142236} {"data_time": 0.016809693537652493, "eta_seconds": 12519.950243743137, "iteration": 253379, "loss_fcos_cls": 0.19622516562230885, "loss_fcos_ctr": 0.6164429942145944, "loss_fcos_loc": 0.16665549366734922, "loss_mask": 0.2585206525400281, "loss_maskiou": 0.004245254661327635, "loss_sem_seg": 0.18208114244043827, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8775943107944153, "mask_rcnn/false_negative": 0.10375147200003808, "mask_rcnn/false_positive": 0.1268208505761209, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7525838939473033, "total_loss": 1.4366862466413295} {"data_time": 0.016480429098010063, "eta_seconds": 12507.560732075013, "iteration": 253399, "loss_fcos_cls": 0.18628593010362238, "loss_fcos_ctr": 0.6150332381948829, "loss_fcos_loc": 0.15751546321553178, "loss_mask": 0.2551985955797136, "loss_maskiou": 0.00467642455623718, "loss_sem_seg": 0.18391732685267925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8925186072792456, "mask_rcnn/false_negative": 0.09731362580744618, "mask_rcnn/false_positive": 0.11806241809056119, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 33.0, "time": 0.7502700928598642, "total_loss": 1.3859529291275976} {"data_time": 0.01589665375649929, "eta_seconds": 12491.260028100573, "iteration": 253419, "loss_fcos_cls": 0.19411718903575093, "loss_fcos_ctr": 0.6175400745123625, "loss_fcos_loc": 0.17199783655814826, "loss_mask": 0.2526283962652087, "loss_maskiou": 0.004275294377293903, "loss_sem_seg": 0.19924767641350627, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8954034546550367, "mask_rcnn/false_negative": 0.0989947990278855, "mask_rcnn/false_positive": 0.11803827891047745, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 26.75, "time": 0.7528838785365224, "total_loss": 1.423673779827368} {"data_time": 0.016526459716260433, "eta_seconds": 12476.193071912043, "iteration": 253439, "loss_fcos_cls": 0.1966229216195643, "loss_fcos_ctr": 0.6133323293179274, "loss_fcos_loc": 0.16459891304839402, "loss_mask": 0.25423191534355283, "loss_maskiou": 0.004237510460370686, "loss_sem_seg": 0.19365248922258615, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9033393565759638, "mask_rcnn/false_negative": 0.0931888172376312, "mask_rcnn/false_positive": 0.1259363001681221, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 25.25, "time": 0.7575140111148357, "total_loss": 1.4068561829335522} {"data_time": 0.016805210150778294, "eta_seconds": 12456.796153463423, "iteration": 253459, "loss_fcos_cls": 0.20539662707597017, "loss_fcos_ctr": 0.6177306277677417, "loss_fcos_loc": 0.17052771273301914, "loss_mask": 0.25753846392035484, "loss_maskiou": 0.005098153502331115, "loss_sem_seg": 0.1840162007138133, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9048938540933615, "mask_rcnn/false_negative": 0.08740297056926871, "mask_rcnn/false_positive": 0.11426654503058165, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 22.5, "time": 0.7465314781293273, "total_loss": 1.445691501525289} {"data_time": 0.016831492073833942, "eta_seconds": 12441.734432704747, "iteration": 253479, "loss_fcos_cls": 0.19498849217779934, "loss_fcos_ctr": 0.6185134015977383, "loss_fcos_loc": 0.17104984173784032, "loss_mask": 0.25583966821432114, "loss_maskiou": 0.004136122326599434, "loss_sem_seg": 0.17695303983055055, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8892145800627943, "mask_rcnn/false_negative": 0.09281260217912785, "mask_rcnn/false_positive": 0.10879138910073756, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 23.75, "time": 0.7526936056092381, "total_loss": 1.417065905428899} {"data_time": 0.016411936841905117, "eta_seconds": 12422.16201495286, "iteration": 253499, "loss_fcos_cls": 0.20218946086242795, "loss_fcos_ctr": 0.6176625310909003, "loss_fcos_loc": 0.1804145676724147, "loss_mask": 0.25431180093437433, "loss_maskiou": 0.004253871346008964, "loss_sem_seg": 0.1813864572905004, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8948250608747124, "mask_rcnn/false_negative": 0.08894046201039092, "mask_rcnn/false_positive": 0.12491693352513561, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.0, "time": 0.7498471159487963, "total_loss": 1.4451956223783782} {"data_time": 0.016764942556619644, "eta_seconds": 12414.011456563137, "iteration": 253519, "loss_fcos_cls": 0.1935906854341738, "loss_fcos_ctr": 0.6130138239823282, "loss_fcos_loc": 0.16576022712979466, "loss_mask": 0.25412114802747965, "loss_maskiou": 0.004265651252353564, "loss_sem_seg": 0.1997080473229289, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9014714581484768, "mask_rcnn/false_negative": 0.0788880624918715, "mask_rcnn/false_positive": 0.1096884205678158, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 26.5, "time": 0.7680909670889378, "total_loss": 1.4355874352841056} {"data_time": 0.01684863120317459, "eta_seconds": 12390.444097741507, "iteration": 253539, "loss_fcos_cls": 0.19171163148712367, "loss_fcos_ctr": 0.611428982578218, "loss_fcos_loc": 0.1607237763237208, "loss_mask": 0.2498435527086258, "loss_maskiou": 0.004650624847272411, "loss_sem_seg": 0.19880757480859756, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8836926464120349, "mask_rcnn/false_negative": 0.09994422288093296, "mask_rcnn/false_positive": 0.1391638020315005, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.25, "time": 0.7432061340659857, "total_loss": 1.4325751780961582} {"data_time": 0.015410695225000381, "eta_seconds": 12354.984272121452, "iteration": 253559, "loss_fcos_cls": 0.18534696474671364, "loss_fcos_ctr": 0.6150632156059146, "loss_fcos_loc": 0.16137123823864385, "loss_mask": 0.23252569744363427, "loss_maskiou": 0.003699776098073926, "loss_sem_seg": 0.18627554085105658, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875948317723439, "mask_rcnn/false_negative": 0.08591834102638286, "mask_rcnn/false_positive": 0.13510917423194385, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 27.5, "time": 0.7353346003219485, "total_loss": 1.39656498867771} {"data_time": 0.016689786687493324, "eta_seconds": 12339.954791831784, "iteration": 253579, "loss_fcos_cls": 0.19279613625258207, "loss_fcos_ctr": 0.6152727073058486, "loss_fcos_loc": 0.17092081916052848, "loss_mask": 0.25399483693763614, "loss_maskiou": 0.004392859151266748, "loss_sem_seg": 0.1704422023613006, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038001601967487, "mask_rcnn/false_negative": 0.0994659876552188, "mask_rcnn/false_positive": 0.11037859421031797, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 26.75, "time": 0.7397138215601444, "total_loss": 1.4050272637541639} {"data_time": 0.01630778145045042, "eta_seconds": 12324.925311542116, "iteration": 253599, "loss_fcos_cls": 0.19630482699722052, "loss_fcos_ctr": 0.6163647437933832, "loss_fcos_loc": 0.16695543704554439, "loss_mask": 0.25298762787133455, "loss_maskiou": 0.004525031894445419, "loss_sem_seg": 0.19371877424418926, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931836127308066, "mask_rcnn/false_negative": 0.08840767201478601, "mask_rcnn/false_positive": 0.12191733262118867, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.0, "time": 0.7317787623032928, "total_loss": 1.4481472580810077} {"data_time": 0.018704766407608986, "eta_seconds": 12308.118111168034, "iteration": 253619, "loss_fcos_cls": 0.20378218358382583, "loss_fcos_ctr": 0.6150093991309404, "loss_fcos_loc": 0.16690188297070563, "loss_mask": 0.25423834659159184, "loss_maskiou": 0.005121283771586604, "loss_sem_seg": 0.1717163457069546, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862181159722802, "mask_rcnn/false_negative": 0.10185862603273987, "mask_rcnn/false_positive": 0.1129865212486678, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 28.75, "time": 0.7338509010151029, "total_loss": 1.414182016509585} {"data_time": 0.018347387202084064, "eta_seconds": 12284.722606096417, "iteration": 253639, "loss_fcos_cls": 0.20017412776360288, "loss_fcos_ctr": 0.6161634367890656, "loss_fcos_loc": 0.16938374878372997, "loss_mask": 0.2462267354130745, "loss_maskiou": 0.00389912877290044, "loss_sem_seg": 0.21965983521658927, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89273137576709, "mask_rcnn/false_negative": 0.08310774989392308, "mask_rcnn/false_positive": 0.1355983548551507, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.75, "time": 0.7458356991410255, "total_loss": 1.4278124998090789} {"data_time": 0.01626113336533308, "eta_seconds": 12285.663107402623, "iteration": 253659, "loss_fcos_cls": 0.19394181118695997, "loss_fcos_ctr": 0.6167034874670208, "loss_fcos_loc": 0.17622871545609087, "loss_mask": 0.2601412842050195, "loss_maskiou": 0.004677326094679302, "loss_sem_seg": 0.1941663920879364, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8790069138906348, "mask_rcnn/false_negative": 0.11137242224475556, "mask_rcnn/false_positive": 0.12560149931930378, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 33.0, "time": 0.7558190068230033, "total_loss": 1.4406490098117501} {"data_time": 0.016560886055231094, "eta_seconds": 12267.307976623997, "iteration": 253679, "loss_fcos_cls": 0.18548718257807195, "loss_fcos_ctr": 0.6154770059511065, "loss_fcos_loc": 0.16472075774800032, "loss_mask": 0.23994700983166695, "loss_maskiou": 0.0042871224468399305, "loss_sem_seg": 0.1794850475853309, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8920313495768678, "mask_rcnn/false_negative": 0.09362811859170989, "mask_rcnn/false_positive": 0.13188975316382417, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 33.75, "time": 0.7451669815927744, "total_loss": 1.4028023427272274} {"data_time": 0.016511324793100357, "eta_seconds": 12243.382449645549, "iteration": 253699, "loss_fcos_cls": 0.18673560593742877, "loss_fcos_ctr": 0.615512658841908, "loss_fcos_loc": 0.1583050024928525, "loss_mask": 0.2557856277562678, "loss_maskiou": 0.004658179548641783, "loss_sem_seg": 0.18283319810871035, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8962008017492711, "mask_rcnn/false_negative": 0.08491635959212243, "mask_rcnn/false_positive": 0.12301871883865584, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 29.75, "time": 0.7502456698566675, "total_loss": 1.3987349148883368} {"data_time": 0.017435256391763687, "eta_seconds": 12227.469831082039, "iteration": 253719, "loss_fcos_cls": 0.20049419661518186, "loss_fcos_ctr": 0.6157561596482992, "loss_fcos_loc": 0.17038360465085134, "loss_mask": 0.24982232600450516, "loss_maskiou": 0.004182065982604399, "loss_sem_seg": 0.1872710627503693, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877172402910685, "mask_rcnn/false_negative": 0.10410910179082761, "mask_rcnn/false_positive": 0.12148437525859875, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 29.5, "time": 0.7510269535705447, "total_loss": 1.4153035155723046} {"data_time": 0.01547466591000557, "eta_seconds": 12225.516662962735, "iteration": 253739, "loss_fcos_cls": 0.18573968997225165, "loss_fcos_ctr": 0.6139865601435304, "loss_fcos_loc": 0.16511567239649594, "loss_mask": 0.2519398615695536, "loss_maskiou": 0.004365517903352156, "loss_sem_seg": 0.1814212785102427, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859785421345572, "mask_rcnn/false_negative": 0.10774381161998514, "mask_rcnn/false_positive": 0.11899055764783162, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.0, "time": 0.7581431260332465, "total_loss": 1.4055365704625729} {"data_time": 0.015250006690621376, "eta_seconds": 12210.480051852763, "iteration": 253759, "loss_fcos_cls": 0.20129566843388602, "loss_fcos_ctr": 0.6154655907303095, "loss_fcos_loc": 0.17297391244210303, "loss_mask": 0.2512585883960128, "loss_maskiou": 0.004605257119692396, "loss_sem_seg": 0.17403018492041156, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8853493790930913, "mask_rcnn/false_negative": 0.10270870198701076, "mask_rcnn/false_positive": 0.12484090668588879, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.25, "time": 0.7500784760341048, "total_loss": 1.4230868104787078} {"data_time": 0.01650240458548069, "eta_seconds": 12195.44344074279, "iteration": 253779, "loss_fcos_cls": 0.20785412442637607, "loss_fcos_ctr": 0.6152171506546438, "loss_fcos_loc": 0.1729073552414775, "loss_mask": 0.24683078611269593, "loss_maskiou": 0.004175754282186972, "loss_sem_seg": 0.17573859100230038, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9047153351307078, "mask_rcnn/false_negative": 0.07972928084132413, "mask_rcnn/false_positive": 0.13828652699095761, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 25.5, "time": 0.7622800823301077, "total_loss": 1.3957513570494484} {"data_time": 0.015302016399800777, "eta_seconds": 12177.112709349021, "iteration": 253799, "loss_fcos_cls": 0.18695668736472726, "loss_fcos_ctr": 0.6173814032226801, "loss_fcos_loc": 0.17141285864636302, "loss_mask": 0.2577626733109355, "loss_maskiou": 0.004517684406891931, "loss_sem_seg": 0.19394074426963925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789257180144785, "mask_rcnn/false_negative": 0.10726097266335168, "mask_rcnn/false_positive": 0.14572861097853085, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.25, "time": 0.7478187400847673, "total_loss": 1.4501829449654906} {"data_time": 0.016686939634382725, "eta_seconds": 12167.023759780452, "iteration": 253819, "loss_fcos_cls": 0.1990986567689106, "loss_fcos_ctr": 0.6149203972890973, "loss_fcos_loc": 0.16263829031959176, "loss_mask": 0.25874938536435366, "loss_maskiou": 0.004692257694841828, "loss_sem_seg": 0.17492736456915736, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859236023508408, "mask_rcnn/false_negative": 0.10476837860536936, "mask_rcnn/false_positive": 0.12153488557628098, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.75, "time": 0.7648554211482406, "total_loss": 1.4308186415655655} {"data_time": 0.01600142102688551, "eta_seconds": 12154.42145719193, "iteration": 253839, "loss_fcos_cls": 0.20036168314982206, "loss_fcos_ctr": 0.6140007218346, "loss_fcos_loc": 0.16737444419413805, "loss_mask": 0.2548963795416057, "loss_maskiou": 0.004782192590937484, "loss_sem_seg": 0.18993996223434806, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8740171393232619, "mask_rcnn/false_negative": 0.10654743722643692, "mask_rcnn/false_positive": 0.15778792274548886, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 33.75, "time": 0.7561352262273431, "total_loss": 1.4292679193531512} {"data_time": 0.017971218563616276, "eta_seconds": 12144.038893176243, "iteration": 253859, "loss_fcos_cls": 0.20815342769492418, "loss_fcos_ctr": 0.6175375925377011, "loss_fcos_loc": 0.16964975488372147, "loss_mask": 0.2497828882187605, "loss_maskiou": 0.004546963995380793, "loss_sem_seg": 0.1713844535406679, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8811445354269475, "mask_rcnn/false_negative": 0.11301172491408065, "mask_rcnn/false_positive": 0.12834832482226421, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.75, "time": 0.7488874746486545, "total_loss": 1.43890360739897} {"data_time": 0.01644636131823063, "eta_seconds": 12132.152751651593, "iteration": 253879, "loss_fcos_cls": 0.19651857065036893, "loss_fcos_ctr": 0.6146358018741012, "loss_fcos_loc": 0.16662100865505636, "loss_mask": 0.24402673402801156, "loss_maskiou": 0.004474147066503065, "loss_sem_seg": 0.18328459234908223, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8868080596900414, "mask_rcnn/false_negative": 0.09600647393117885, "mask_rcnn/false_positive": 0.1271896379825384, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 29.5, "time": 0.7482685344293714, "total_loss": 1.406982346670702} {"data_time": 0.015875193290412426, "eta_seconds": 12118.89615011774, "iteration": 253899, "loss_fcos_cls": 0.2088320031762123, "loss_fcos_ctr": 0.617080825380981, "loss_fcos_loc": 0.17753916297806427, "loss_mask": 0.2665931563824415, "loss_maskiou": 0.004767080281453673, "loss_sem_seg": 0.17976447939872742, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8746085324373651, "mask_rcnn/false_negative": 0.11103714836029789, "mask_rcnn/false_positive": 0.13100594455475004, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.5, "time": 0.7650927621871233, "total_loss": 1.4513086939550703} {"data_time": 0.015456939116120338, "eta_seconds": 12095.033545260318, "iteration": 253919, "loss_fcos_cls": 0.20266642444767058, "loss_fcos_ctr": 0.6162677267566323, "loss_fcos_loc": 0.1666435464285314, "loss_mask": 0.2528624180704355, "loss_maskiou": 0.0041410783742321655, "loss_sem_seg": 0.1754576270468533, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8731958499975081, "mask_rcnn/false_negative": 0.09610328365826239, "mask_rcnn/false_positive": 0.1524674995995084, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.5, "time": 0.7520496072247624, "total_loss": 1.408536108196131} {"data_time": 0.01672139298170805, "eta_seconds": 12075.150551863015, "iteration": 253939, "loss_fcos_cls": 0.19415467738872394, "loss_fcos_ctr": 0.6130034271627665, "loss_fcos_loc": 0.16765212232712656, "loss_mask": 0.2662737825885415, "loss_maskiou": 0.004823009330721106, "loss_sem_seg": 0.1897695460356772, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8885366051182377, "mask_rcnn/false_negative": 0.0901304429332816, "mask_rcnn/false_positive": 0.13800530817064505, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.75, "time": 0.7527900859713554, "total_loss": 1.4461672382603865} {"data_time": 0.01716558262705803, "eta_seconds": 12056.852352982387, "iteration": 253959, "loss_fcos_cls": 0.19747995934449136, "loss_fcos_ctr": 0.6155173145234585, "loss_fcos_loc": 0.16504535067360848, "loss_mask": 0.2539192624390125, "loss_maskiou": 0.004947470704792067, "loss_sem_seg": 0.18419424700550735, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8823951000303034, "mask_rcnn/false_negative": 0.10828676188056224, "mask_rcnn/false_positive": 0.13904885294458086, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 33.0, "time": 0.7515357760712504, "total_loss": 1.4122018178823055} {"data_time": 0.015474113635718822, "eta_seconds": 12045.07732964307, "iteration": 253979, "loss_fcos_cls": 0.19792006025090814, "loss_fcos_ctr": 0.6166677174624056, "loss_fcos_loc": 0.17479059455217794, "loss_mask": 0.24921170249581337, "loss_maskiou": 0.004476682723179692, "loss_sem_seg": 0.19325703708454967, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8776922376093295, "mask_rcnn/false_negative": 0.1201041161453309, "mask_rcnn/false_positive": 0.12392417259253571, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 24.25, "time": 0.741677219979465, "total_loss": 1.4315740518431994} {"data_time": 0.01470729149878025, "eta_seconds": 12034.862990965135, "iteration": 253999, "loss_fcos_cls": 0.18568708142265677, "loss_fcos_ctr": 0.6140980240888894, "loss_fcos_loc": 0.16019611759111285, "loss_mask": 0.2571313385851681, "loss_maskiou": 0.0045601684469147585, "loss_sem_seg": 0.15928281703963876, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8840809908869207, "mask_rcnn/false_negative": 0.0891197693325004, "mask_rcnn/false_positive": 0.14268224738797286, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.0, "time": 0.7666634703055024, "total_loss": 1.4099388877511956} {"data_time": 0.016264486126601696, "eta_seconds": 12019.04642703943, "iteration": 254019, "loss_fcos_cls": 0.19048452645074576, "loss_fcos_ctr": 0.6128757102414966, "loss_fcos_loc": 0.16135421942453831, "loss_mask": 0.24447144754230976, "loss_maskiou": 0.004420829965056328, "loss_sem_seg": 0.18923229211941361, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8847252192829187, "mask_rcnn/false_negative": 0.09198728726553877, "mask_rcnn/false_positive": 0.12616236337472395, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.25, "time": 0.7476740162819624, "total_loss": 1.418767385152023} {"data_time": 0.016536829061806202, "eta_seconds": 12004.004757022485, "iteration": 254039, "loss_fcos_cls": 0.2005275806877762, "loss_fcos_ctr": 0.6129224905744195, "loss_fcos_loc": 0.15708210581215099, "loss_mask": 0.23233364894986153, "loss_maskiou": 0.004530458361841738, "loss_sem_seg": 0.17488765949383378, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.902993881399197, "mask_rcnn/false_negative": 0.08565684681904202, "mask_rcnn/false_positive": 0.11285096340186124, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.0, "time": 0.7540110442787409, "total_loss": 1.3794353721859807} {"data_time": 0.014871576800942421, "eta_seconds": 11988.96308700554, "iteration": 254059, "loss_fcos_cls": 0.18709907517768443, "loss_fcos_ctr": 0.6141722397878766, "loss_fcos_loc": 0.17501864361111075, "loss_mask": 0.24412621185183525, "loss_maskiou": 0.004298301399103366, "loss_sem_seg": 0.1791501333937049, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9130134469041854, "mask_rcnn/false_negative": 0.071068393867844, "mask_rcnn/false_positive": 0.09563093667667699, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 22.75, "time": 0.7332568308338523, "total_loss": 1.4236718774191104} {"data_time": 0.01703594345599413, "eta_seconds": 11974.692436669953, "iteration": 254079, "loss_fcos_cls": 0.19640306779183447, "loss_fcos_ctr": 0.6178812822327018, "loss_fcos_loc": 0.17073015123605728, "loss_mask": 0.25261848513036966, "loss_maskiou": 0.004135219711315585, "loss_sem_seg": 0.17944725626148283, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8963799805636541, "mask_rcnn/false_negative": 0.0856072553769609, "mask_rcnn/false_positive": 0.11809339155463561, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 34.0, "time": 0.7539792750030756, "total_loss": 1.4287051291794342} {"data_time": 0.016556592658162117, "eta_seconds": 11958.879746971652, "iteration": 254099, "loss_fcos_cls": 0.19749489123933017, "loss_fcos_ctr": 0.6161624817177653, "loss_fcos_loc": 0.1735476520843804, "loss_mask": 0.24706665240228176, "loss_maskiou": 0.004407663429446984, "loss_sem_seg": 0.1765410997904837, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8947045301637139, "mask_rcnn/false_negative": 0.08559853997016309, "mask_rcnn/false_positive": 0.13163105126288302, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 31.5, "time": 0.747924193739891, "total_loss": 1.429456519181258} {"data_time": 0.016557151451706886, "eta_seconds": 11943.189964527264, "iteration": 254119, "loss_fcos_cls": 0.19222222748794593, "loss_fcos_ctr": 0.6143875261768699, "loss_fcos_loc": 0.16663018404506147, "loss_mask": 0.25350236147642136, "loss_maskiou": 0.004108995824935846, "loss_sem_seg": 0.19217239622958004, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877429543245869, "mask_rcnn/false_negative": 0.08510817014788805, "mask_rcnn/false_positive": 0.14361101077101787, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.25, "time": 0.7509412970393896, "total_loss": 1.4189025696650788} {"data_time": 0.015922388061881065, "eta_seconds": 11927.37049402669, "iteration": 254139, "loss_fcos_cls": 0.18813413148745894, "loss_fcos_ctr": 0.6150066684931517, "loss_fcos_loc": 0.1622664307942614, "loss_mask": 0.250817749183625, "loss_maskiou": 0.0045398452966765035, "loss_sem_seg": 0.16916813794523478, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919495069492093, "mask_rcnn/false_negative": 0.092842292051457, "mask_rcnn/false_positive": 0.13138117319717413, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 30.0, "time": 0.7456020079553127, "total_loss": 1.395006650203868} {"data_time": 0.015551747754216194, "eta_seconds": 11910.145543208346, "iteration": 254159, "loss_fcos_cls": 0.19240919093135744, "loss_fcos_ctr": 0.6141973920166492, "loss_fcos_loc": 0.1644107640022412, "loss_mask": 0.241429400164634, "loss_maskiou": 0.004291282310077804, "loss_sem_seg": 0.17207785393111408, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8788744618052395, "mask_rcnn/false_negative": 0.10558342206327434, "mask_rcnn/false_positive": 0.13796756400231913, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 31.75, "time": 0.7475318992510438, "total_loss": 1.4335478425346082} {"data_time": 0.017054750584065914, "eta_seconds": 11898.067403109744, "iteration": 254179, "loss_fcos_cls": 0.19973869586829096, "loss_fcos_ctr": 0.6162079386413097, "loss_fcos_loc": 0.16909440059680492, "loss_mask": 0.24296090751886368, "loss_maskiou": 0.005122288395796204, "loss_sem_seg": 0.1791143766604364, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.906231850447689, "mask_rcnn/false_negative": 0.08648878194188245, "mask_rcnn/false_positive": 0.13738058611611026, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 26.75, "time": 0.762023750692606, "total_loss": 1.424510516168084} {"data_time": 0.016107340343296528, "eta_seconds": 11866.038597458974, "iteration": 254199, "loss_fcos_cls": 0.1924984217621386, "loss_fcos_ctr": 0.6145020993426442, "loss_fcos_loc": 0.17054560943506658, "loss_mask": 0.24935963470488787, "loss_maskiou": 0.004447413146408508, "loss_sem_seg": 0.1741524909157306, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8968367346938775, "mask_rcnn/false_negative": 0.09000447512022097, "mask_rcnn/false_positive": 0.12626404917129772, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.25, "time": 0.7264186358079314, "total_loss": 1.4096182232897263} {"data_time": 0.015398344956338406, "eta_seconds": 11857.231694335118, "iteration": 254219, "loss_fcos_cls": 0.2032495130551979, "loss_fcos_ctr": 0.6195687782019377, "loss_fcos_loc": 0.17784111993387341, "loss_mask": 0.260967162437737, "loss_maskiou": 0.004599254771164851, "loss_sem_seg": 0.1964156455360353, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8864140386119606, "mask_rcnn/false_negative": 0.09346111543195362, "mask_rcnn/false_positive": 0.1299241606356425, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.25, "time": 0.7722020149230957, "total_loss": 1.4707956644051592} {"data_time": 0.016486060805618763, "eta_seconds": 11836.935815225355, "iteration": 254239, "loss_fcos_cls": 0.19101575389504433, "loss_fcos_ctr": 0.6178360860794783, "loss_fcos_loc": 0.1666139477165416, "loss_mask": 0.26178694516420364, "loss_maskiou": 0.00510247621423332, "loss_sem_seg": 0.1704197833314538, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8688403925619835, "mask_rcnn/false_negative": 0.11907435647256938, "mask_rcnn/false_positive": 0.1475190646113796, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.0, "time": 0.7566056326031685, "total_loss": 1.4309851405705558} {"data_time": 0.016138209961354733, "eta_seconds": 11820.752302427776, "iteration": 254259, "loss_fcos_cls": 0.2004180271178484, "loss_fcos_ctr": 0.6152557581663132, "loss_fcos_loc": 0.17325804015854374, "loss_mask": 0.25197898130863905, "loss_maskiou": 0.00478834336536238, "loss_sem_seg": 0.1949127634288743, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9049530932502872, "mask_rcnn/false_negative": 0.0777602994710837, "mask_rcnn/false_positive": 0.10891371413381758, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.5, "time": 0.7439976437017322, "total_loss": 1.4417050148331327} {"data_time": 0.01687714271247387, "eta_seconds": 11802.933322384022, "iteration": 254279, "loss_fcos_cls": 0.1927842200966552, "loss_fcos_ctr": 0.615577632561326, "loss_fcos_loc": 0.15460445871576667, "loss_mask": 0.25490068830549717, "loss_maskiou": 0.004297644714824855, "loss_sem_seg": 0.17780872317962348, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895671906275149, "mask_rcnn/false_negative": 0.10559019689349816, "mask_rcnn/false_positive": 0.09697238782830381, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 23.5, "time": 0.7547433190047741, "total_loss": 1.3991062940440315} {"data_time": 0.017899426631629467, "eta_seconds": 11788.270098323002, "iteration": 254299, "loss_fcos_cls": 0.19492291193455458, "loss_fcos_ctr": 0.6146202022209764, "loss_fcos_loc": 0.16670484119094908, "loss_mask": 0.24291419703513384, "loss_maskiou": 0.004057801037561148, "loss_sem_seg": 0.18179794331081212, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8997708510757334, "mask_rcnn/false_negative": 0.08745182553355269, "mask_rcnn/false_positive": 0.11587494079421892, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 24.75, "time": 0.7518981322646141, "total_loss": 1.4134505464999165} {"data_time": 0.01807112619280815, "eta_seconds": 11763.958514023572, "iteration": 254319, "loss_fcos_cls": 0.19691601186059415, "loss_fcos_ctr": 0.6146856602281332, "loss_fcos_loc": 0.16914940887363628, "loss_mask": 0.2530075376853347, "loss_maskiou": 0.0048495600967726205, "loss_sem_seg": 0.19255226012319326, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965627132311891, "mask_rcnn/false_negative": 0.08436133949489874, "mask_rcnn/false_positive": 0.13292137788519798, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7461352655664086, "total_loss": 1.4413422573998105} {"data_time": 0.01850625779479742, "eta_seconds": 11743.34418954514, "iteration": 254339, "loss_fcos_cls": 0.18689746502786875, "loss_fcos_ctr": 0.6152772521600127, "loss_fcos_loc": 0.1658469799440354, "loss_mask": 0.2465555425733328, "loss_maskiou": 0.00432717043440789, "loss_sem_seg": 0.16674309084191918, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922484733604231, "mask_rcnn/false_negative": 0.0878320557600738, "mask_rcnn/false_positive": 0.12123400159612291, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 23.25, "time": 0.7527501359581947, "total_loss": 1.4007616894232342} {"data_time": 0.01921893749386072, "eta_seconds": 11725.331421072595, "iteration": 254359, "loss_fcos_cls": 0.1988722605165094, "loss_fcos_ctr": 0.6167513420805335, "loss_fcos_loc": 0.17225989734288305, "loss_mask": 0.25561285484582186, "loss_maskiou": 0.003945803218812216, "loss_sem_seg": 0.173012918792665, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985388834248559, "mask_rcnn/false_negative": 0.08328418332786607, "mask_rcnn/false_positive": 0.12040844271069073, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 26.25, "time": 0.7561053112149239, "total_loss": 1.4507705337236985} {"data_time": 0.01623206026852131, "eta_seconds": 11710.338349758647, "iteration": 254379, "loss_fcos_cls": 0.1946234261849895, "loss_fcos_ctr": 0.6157788066193461, "loss_fcos_loc": 0.1752635162556544, "loss_mask": 0.25783033994957805, "loss_maskiou": 0.0047270590148400515, "loss_sem_seg": 0.19333606108557433, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.87950544890934, "mask_rcnn/false_negative": 0.10382060616684381, "mask_rcnn/false_positive": 0.13727538314695442, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 30.75, "time": 0.749759616330266, "total_loss": 1.4439872276052483} {"data_time": 0.01665894314646721, "eta_seconds": 11696.317872894928, "iteration": 254399, "loss_fcos_cls": 0.18613385781645775, "loss_fcos_ctr": 0.6132791955024004, "loss_fcos_loc": 0.16536637162789702, "loss_mask": 0.24807228054851294, "loss_maskiou": 0.004442343459231779, "loss_sem_seg": 0.1829664371907711, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878786038224813, "mask_rcnn/false_negative": 0.08942933620701707, "mask_rcnn/false_positive": 0.1298558238863804, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.75, "time": 0.7530448399484158, "total_loss": 1.400369576869707} {"data_time": 0.01633682195097208, "eta_seconds": 11679.08290644642, "iteration": 254419, "loss_fcos_cls": 0.20464781404007226, "loss_fcos_ctr": 0.6143789691850543, "loss_fcos_loc": 0.17225217015948147, "loss_mask": 0.24027709034271538, "loss_maskiou": 0.004232307663187385, "loss_sem_seg": 0.1865300415083766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861850097181729, "mask_rcnn/false_negative": 0.08283343945567642, "mask_rcnn/false_positive": 0.13968606253832078, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 25.75, "time": 0.7403080184012651, "total_loss": 1.4275551620376064} {"data_time": 0.015337114222347736, "eta_seconds": 11663.832718712278, "iteration": 254439, "loss_fcos_cls": 0.19948915962595493, "loss_fcos_ctr": 0.6140070259571075, "loss_fcos_loc": 0.16352478618500754, "loss_mask": 0.24092300329357386, "loss_maskiou": 0.0045678097594645806, "loss_sem_seg": 0.19089090824127197, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810200090466433, "mask_rcnn/false_negative": 0.09568073359809512, "mask_rcnn/false_positive": 0.11388708421617941, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7576770698651671, "total_loss": 1.3961385003422038} {"data_time": 0.015800589695572853, "eta_seconds": 11649.419413192198, "iteration": 254459, "loss_fcos_cls": 0.20000131078995764, "loss_fcos_ctr": 0.6189709603786469, "loss_fcos_loc": 0.17598637903574854, "loss_mask": 0.25819926150143147, "loss_maskiou": 0.004805192045751028, "loss_sem_seg": 0.19067595875822008, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830426813582576, "mask_rcnn/false_negative": 0.09890433343504738, "mask_rcnn/false_positive": 0.16033969656533367, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 30.5, "time": 0.7489511789754033, "total_loss": 1.4461301913688658} {"data_time": 0.015690076164901257, "eta_seconds": 11633.850499783643, "iteration": 254479, "loss_fcos_cls": 0.1942062433809042, "loss_fcos_ctr": 0.6132584540173411, "loss_fcos_loc": 0.16421841160627082, "loss_mask": 0.2507658442482352, "loss_maskiou": 0.004237489752995316, "loss_sem_seg": 0.1793435299769044, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8808601781115415, "mask_rcnn/false_negative": 0.10363715108587182, "mask_rcnn/false_positive": 0.12868998597051895, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.25, "time": 0.7475241245701909, "total_loss": 1.4050005892058834} {"data_time": 0.016693255864083767, "eta_seconds": 11619.435707090423, "iteration": 254499, "loss_fcos_cls": 0.19552990596275777, "loss_fcos_ctr": 0.6163527835160494, "loss_fcos_loc": 0.1744984968099743, "loss_mask": 0.257098657079041, "loss_maskiou": 0.004900634252408054, "loss_sem_seg": 0.18133522477000952, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9065688775510203, "mask_rcnn/false_negative": 0.09955705671207621, "mask_rcnn/false_positive": 0.08297882978600248, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 15.0, "time": 0.7687367210164666, "total_loss": 1.4336228832908091} {"data_time": 0.01696949452161789, "eta_seconds": 11597.637900458649, "iteration": 254519, "loss_fcos_cls": 0.19502625335007906, "loss_fcos_ctr": 0.6143580889329314, "loss_fcos_loc": 0.17247300123563036, "loss_mask": 0.24692196119576693, "loss_maskiou": 0.0039402853362844326, "loss_sem_seg": 0.19422349776141346, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8894751082251082, "mask_rcnn/false_negative": 0.08803056812461696, "mask_rcnn/false_positive": 0.11713498283447228, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 22.75, "time": 0.7321574613451958, "total_loss": 1.440082901812275} {"data_time": 0.018126864917576313, "eta_seconds": 11584.538166191429, "iteration": 254539, "loss_fcos_cls": 0.1901621327851899, "loss_fcos_ctr": 0.6150167318992317, "loss_fcos_loc": 0.16234176605939865, "loss_mask": 0.24794319737702608, "loss_maskiou": 0.004364829452242702, "loss_sem_seg": 0.18186625326052308, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917551103911286, "mask_rcnn/false_negative": 0.08147187786960514, "mask_rcnn/false_positive": 0.11836299965110339, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.5, "time": 0.7445956198498607, "total_loss": 1.4089142323864507} {"data_time": 0.01665851939469576, "eta_seconds": 11582.58815090172, "iteration": 254559, "loss_fcos_cls": 0.200295549351722, "loss_fcos_ctr": 0.6149410689249635, "loss_fcos_loc": 0.17132383701391518, "loss_mask": 0.2466551512479782, "loss_maskiou": 0.004417329200805398, "loss_sem_seg": 0.20296465838328004, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9182319331842326, "mask_rcnn/false_negative": 0.07677678851629005, "mask_rcnn/false_positive": 0.09948617742615018, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.25, "time": 0.7659618249163032, "total_loss": 1.4165235501495772} {"data_time": 0.01551471184939146, "eta_seconds": 11576.827812660486, "iteration": 254579, "loss_fcos_cls": 0.1968134748749435, "loss_fcos_ctr": 0.6143367011100054, "loss_fcos_loc": 0.17312040110118687, "loss_mask": 0.26222876738756895, "loss_maskiou": 0.004851164541832986, "loss_sem_seg": 0.1812434068415314, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8778599330357143, "mask_rcnn/false_negative": 0.09106770940910158, "mask_rcnn/false_positive": 0.17252779408116486, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 23.75, "time": 0.7565367938950658, "total_loss": 1.4442092466415488} {"data_time": 0.016942021436989307, "eta_seconds": 11563.22878485173, "iteration": 254599, "loss_fcos_cls": 0.198088594712317, "loss_fcos_ctr": 0.612275711260736, "loss_fcos_loc": 0.1567873798776418, "loss_mask": 0.24166993331164122, "loss_maskiou": 0.003745754289411707, "loss_sem_seg": 0.1730731106363237, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9114604591836735, "mask_rcnn/false_negative": 0.0799371886451921, "mask_rcnn/false_positive": 0.10247730233582433, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.5, "time": 0.7511150818318129, "total_loss": 1.3997227537474828} {"data_time": 0.017221931368112564, "eta_seconds": 11550.00992500037, "iteration": 254619, "loss_fcos_cls": 0.18973894929513335, "loss_fcos_ctr": 0.613968912512064, "loss_fcos_loc": 0.16336546157253906, "loss_mask": 0.25718157831579447, "loss_maskiou": 0.004550946196104633, "loss_sem_seg": 0.18563471245579422, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8843553610297367, "mask_rcnn/false_negative": 0.09662615617280237, "mask_rcnn/false_positive": 0.13835681429804353, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 38.0, "time": 0.7515810318291187, "total_loss": 1.4195688071777113} {"data_time": 0.015950853936374187, "eta_seconds": 11536.012133433484, "iteration": 254639, "loss_fcos_cls": 0.18767570931231603, "loss_fcos_ctr": 0.6131832720711827, "loss_fcos_loc": 0.15870131412521005, "loss_mask": 0.24532909551635385, "loss_maskiou": 0.004569365039060358, "loss_sem_seg": 0.17996995290741324, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942480363856069, "mask_rcnn/false_negative": 0.09242183706204088, "mask_rcnn/false_positive": 0.11909200929718453, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.5, "time": 0.7420452879741788, "total_loss": 1.4236618626819109} {"data_time": 0.015316488221287727, "eta_seconds": 11525.506158074364, "iteration": 254659, "loss_fcos_cls": 0.20180356421042234, "loss_fcos_ctr": 0.6162356960121542, "loss_fcos_loc": 0.16841606399975717, "loss_mask": 0.25499088503420353, "loss_maskiou": 0.004633046180970268, "loss_sem_seg": 0.17342032003216445, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929764387219206, "mask_rcnn/false_negative": 0.10299713410767128, "mask_rcnn/false_positive": 0.11185744814281257, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 37.25, "time": 0.7746182177215815, "total_loss": 1.4251394233942847} {"data_time": 0.015054108574986458, "eta_seconds": 11516.922433982603, "iteration": 254679, "loss_fcos_cls": 0.1824375211726874, "loss_fcos_ctr": 0.6145252790302038, "loss_fcos_loc": 0.16903802985325456, "loss_mask": 0.2508705658838153, "loss_maskiou": 0.0046202134908526205, "loss_sem_seg": 0.16806738544255495, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845666911704647, "mask_rcnn/false_negative": 0.08624062876306146, "mask_rcnn/false_positive": 0.11966370189973854, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.75, "time": 0.7720071170479059, "total_loss": 1.3974923177447636} {"data_time": 0.015092888846993446, "eta_seconds": 11506.66542318277, "iteration": 254699, "loss_fcos_cls": 0.19797822074906435, "loss_fcos_ctr": 0.6156386453658342, "loss_fcos_loc": 0.17373579554259777, "loss_mask": 0.23985127359628677, "loss_maskiou": 0.004625167595804669, "loss_sem_seg": 0.191603823332116, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9030649298338611, "mask_rcnn/false_negative": 0.08374753191402913, "mask_rcnn/false_positive": 0.12353359688270868, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 23.75, "time": 0.7597346724942327, "total_loss": 1.4116614144995765} {"data_time": 0.017404498532414436, "eta_seconds": 11486.854103106074, "iteration": 254719, "loss_fcos_cls": 0.1951009330805391, "loss_fcos_ctr": 0.6128125162795186, "loss_fcos_loc": 0.16084507945924997, "loss_mask": 0.24931763019412756, "loss_maskiou": 0.00408712615899276, "loss_sem_seg": 0.19003736227750778, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9043668248549419, "mask_rcnn/false_negative": 0.08224752625889811, "mask_rcnn/false_positive": 0.10627837698660471, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 17.75, "time": 0.7158031947910786, "total_loss": 1.4146865662914934} {"data_time": 0.013669917359948158, "eta_seconds": 11471.81993766781, "iteration": 254739, "loss_fcos_cls": 0.19170767697505653, "loss_fcos_ctr": 0.6157425893470645, "loss_fcos_loc": 0.17140572948846966, "loss_mask": 0.24507316295057535, "loss_maskiou": 0.004567245894577354, "loss_sem_seg": 0.170147298485972, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899636243386244, "mask_rcnn/false_negative": 0.07755690474844854, "mask_rcnn/false_positive": 0.14067419918166024, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 24.25, "time": 0.7545317448675632, "total_loss": 1.4171063740723184} {"data_time": 0.015783396549522877, "eta_seconds": 11456.785772229545, "iteration": 254759, "loss_fcos_cls": 0.19110207428457215, "loss_fcos_ctr": 0.6142508154734969, "loss_fcos_loc": 0.17043429356999695, "loss_mask": 0.24044038634747267, "loss_maskiou": 0.004406574767926941, "loss_sem_seg": 0.16801109036896378, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9118765104726101, "mask_rcnn/false_negative": 0.07969557246210303, "mask_rcnn/false_positive": 0.10615523373774756, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 23.75, "time": 0.7479380071163177, "total_loss": 1.3974409726142767} {"data_time": 0.0180289288982749, "eta_seconds": 11433.770029268228, "iteration": 254779, "loss_fcos_cls": 0.18277354483143426, "loss_fcos_ctr": 0.6157663720659912, "loss_fcos_loc": 0.16421517403796315, "loss_mask": 0.24658700777217746, "loss_maskiou": 0.004219819784339052, "loss_sem_seg": 0.17142478050664067, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8780355638939438, "mask_rcnn/false_negative": 0.10273136763501003, "mask_rcnn/false_positive": 0.13457277529344125, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.25, "time": 0.7394536165520549, "total_loss": 1.3953920260537416} {"data_time": 0.01580216735601425, "eta_seconds": 11418.746351416223, "iteration": 254799, "loss_fcos_cls": 0.19537595752626657, "loss_fcos_ctr": 0.6152546303346753, "loss_fcos_loc": 0.16579659120179713, "loss_mask": 0.24611597089096904, "loss_maskiou": 0.0045162206843087915, "loss_sem_seg": 0.16374674416147172, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8814735396709705, "mask_rcnn/false_negative": 0.09332918721703964, "mask_rcnn/false_positive": 0.13894571845069992, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 25.5, "time": 0.7457220545038581, "total_loss": 1.4003199073704309} {"data_time": 0.015047045424580574, "eta_seconds": 11398.57049630303, "iteration": 254819, "loss_fcos_cls": 0.1949221086106263, "loss_fcos_ctr": 0.6129756825976074, "loss_fcos_loc": 0.1638805344409775, "loss_mask": 0.23634887672960758, "loss_maskiou": 0.004010968877992127, "loss_sem_seg": 0.18753410084173083, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878242333264456, "mask_rcnn/false_negative": 0.09020568089711578, "mask_rcnn/false_positive": 0.1305997538466451, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 34.0, "time": 0.7395950630307198, "total_loss": 1.4093187086036778} {"data_time": 0.015121682547032833, "eta_seconds": 11383.03432291001, "iteration": 254839, "loss_fcos_cls": 0.19596190721495077, "loss_fcos_ctr": 0.6146533479914069, "loss_fcos_loc": 0.1728753614006564, "loss_mask": 0.25569941848516464, "loss_maskiou": 0.004635503872123081, "loss_sem_seg": 0.17218956537544727, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8863475770054857, "mask_rcnn/false_negative": 0.08829710406889799, "mask_rcnn/false_positive": 0.13992025268049618, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 27.0, "time": 0.7658349638804793, "total_loss": 1.4155210607787012} {"data_time": 0.016179626807570457, "eta_seconds": 11368.0181177482, "iteration": 254859, "loss_fcos_cls": 0.18637215049238876, "loss_fcos_ctr": 0.6155278868973255, "loss_fcos_loc": 0.1680764846969396, "loss_mask": 0.25936137419193983, "loss_maskiou": 0.004258855959051289, "loss_sem_seg": 0.16256929945666343, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8852949236723867, "mask_rcnn/false_negative": 0.0822597593483059, "mask_rcnn/false_positive": 0.1290333184995834, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 35.0, "time": 0.7436298849061131, "total_loss": 1.3887690241708697} {"data_time": 0.017321082763373852, "eta_seconds": 11358.138965552673, "iteration": 254879, "loss_fcos_cls": 0.19464752631029114, "loss_fcos_ctr": 0.6162127265706658, "loss_fcos_loc": 0.1696298832539469, "loss_mask": 0.25702549051493406, "loss_maskiou": 0.004794595188286621, "loss_sem_seg": 0.1770861679688096, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830908988730921, "mask_rcnn/false_negative": 0.09301695004676025, "mask_rcnn/false_positive": 0.13520549589889552, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.5, "time": 0.7594229448586702, "total_loss": 1.4332275426277192} {"data_time": 0.01751849800348282, "eta_seconds": 11338.502935555764, "iteration": 254899, "loss_fcos_cls": 0.19700529519468546, "loss_fcos_ctr": 0.6160656418651342, "loss_fcos_loc": 0.1719973066356033, "loss_mask": 0.2583429738879204, "loss_maskiou": 0.00495654533006018, "loss_sem_seg": 0.17790007730945945, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.876718009247327, "mask_rcnn/false_negative": 0.09257851416618357, "mask_rcnn/false_positive": 0.15776119782099418, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.25, "time": 0.7489600433036685, "total_loss": 1.4306004782993114} {"data_time": 0.017114529386162758, "eta_seconds": 11322.969502262771, "iteration": 254919, "loss_fcos_cls": 0.1943713934160769, "loss_fcos_ctr": 0.616985029540956, "loss_fcos_loc": 0.17187296110205352, "loss_mask": 0.25629425421357155, "loss_maskiou": 0.004558763259410625, "loss_sem_seg": 0.18545374716632068, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8838303032480598, "mask_rcnn/false_negative": 0.10860086973044258, "mask_rcnn/false_positive": 0.1268010347982731, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 30.0, "time": 0.7521891044452786, "total_loss": 1.4178489907717449} {"data_time": 0.01668254565447569, "eta_seconds": 11307.953297100961, "iteration": 254939, "loss_fcos_cls": 0.1995612361934036, "loss_fcos_ctr": 0.6146814720705152, "loss_fcos_loc": 0.1697673867456615, "loss_mask": 0.2425744878128171, "loss_maskiou": 0.004414778268255759, "loss_sem_seg": 0.16583083878504112, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923743080228043, "mask_rcnn/false_negative": 0.08909837616202676, "mask_rcnn/false_positive": 0.10764512453697675, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 28.25, "time": 0.7488032877445221, "total_loss": 1.4255023800651543} {"data_time": 0.01779252104461193, "eta_seconds": 11293.452264995314, "iteration": 254959, "loss_fcos_cls": 0.1851628734730184, "loss_fcos_ctr": 0.6144912606105208, "loss_fcos_loc": 0.1606452929554507, "loss_mask": 0.2504634568467736, "loss_maskiou": 0.004307766696001636, "loss_sem_seg": 0.16808105225209147, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908722371732576, "mask_rcnn/false_negative": 0.08621137659211156, "mask_rcnn/false_positive": 0.11196971143456791, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 22.5, "time": 0.7582524521276355, "total_loss": 1.39152627437943} {"data_time": 0.014784318394958973, "eta_seconds": 11280.991041678004, "iteration": 254979, "loss_fcos_cls": 0.1894624789711088, "loss_fcos_ctr": 0.614555150270462, "loss_fcos_loc": 0.1673145943786949, "loss_mask": 0.23934184201061726, "loss_maskiou": 0.004173977307800669, "loss_sem_seg": 0.15713997127022594, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8775584205201068, "mask_rcnn/false_negative": 0.10185911911934964, "mask_rcnn/false_positive": 0.15046229431187222, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 29.0, "time": 0.7606509728357196, "total_loss": 1.400716410833411} {"data_time": 0.01674898061901331, "eta_seconds": 11263.418484621681, "iteration": 254999, "loss_fcos_cls": 0.19859079702291638, "loss_fcos_ctr": 0.6144843730144203, "loss_fcos_loc": 0.17184143647318706, "loss_mask": 0.24181122705340385, "loss_maskiou": 0.004056221914652269, "loss_sem_seg": 0.17460349015891552, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8994512801028758, "mask_rcnn/false_negative": 0.07899456829002566, "mask_rcnn/false_positive": 0.12231590441771087, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 22.0, "time": 0.7524395026266575, "total_loss": 1.4229371573674143} {"data_time": 0.017771750688552856, "eta_seconds": 11249.639079801738, "iteration": 255019, "loss_fcos_cls": 0.19615726359188557, "loss_fcos_ctr": 0.6170313660986722, "loss_fcos_loc": 0.15904539672192186, "loss_mask": 0.25199658051133156, "loss_maskiou": 0.004429623513715342, "loss_sem_seg": 0.18086303840391338, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789713541666666, "mask_rcnn/false_negative": 0.09185387928992174, "mask_rcnn/false_positive": 0.1421049534529015, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.0, "time": 0.7563881380483508, "total_loss": 1.4240518031401734} {"data_time": 0.016660784371197224, "eta_seconds": 11234.620537541807, "iteration": 255039, "loss_fcos_cls": 0.19527678156737238, "loss_fcos_ctr": 0.614946230314672, "loss_fcos_loc": 0.16362718219170347, "loss_mask": 0.25257218908518553, "loss_maskiou": 0.004279460139514413, "loss_sem_seg": 0.16885796980932355, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.887630685914919, "mask_rcnn/false_negative": 0.08564788632260599, "mask_rcnn/false_positive": 0.13483384328638653, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.5, "time": 0.7460247566923499, "total_loss": 1.4034585753834108} {"data_time": 0.014430418610572815, "eta_seconds": 11220.909869763069, "iteration": 255059, "loss_fcos_cls": 0.20075084071140736, "loss_fcos_ctr": 0.6168932411819696, "loss_fcos_loc": 0.17368889029603451, "loss_mask": 0.2568722367286682, "loss_maskiou": 0.0047970296946004964, "loss_sem_seg": 0.177869365317747, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8949601115631831, "mask_rcnn/false_negative": 0.08831260206011138, "mask_rcnn/false_positive": 0.1372137574064733, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.5, "time": 0.7519729854539037, "total_loss": 1.4284083773382008} {"data_time": 0.01587317604571581, "eta_seconds": 11207.014521054924, "iteration": 255079, "loss_fcos_cls": 0.19706824363674968, "loss_fcos_ctr": 0.6176887964829803, "loss_fcos_loc": 0.16631172795314342, "loss_mask": 0.2562099574133754, "loss_maskiou": 0.005007911386201158, "loss_sem_seg": 0.17524832382332534, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8662777907840351, "mask_rcnn/false_negative": 0.09842775688483418, "mask_rcnn/false_positive": 0.14712780145355558, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.25, "time": 0.7605871437117457, "total_loss": 1.4388333639581106} {"data_time": 0.016300838440656662, "eta_seconds": 11200.610525046475, "iteration": 255099, "loss_fcos_cls": 0.2035159730585292, "loss_fcos_ctr": 0.6133181657642126, "loss_fcos_loc": 0.16345363832078874, "loss_mask": 0.24990294128656387, "loss_maskiou": 0.004674845658882987, "loss_sem_seg": 0.1758278583874926, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9013875985504867, "mask_rcnn/false_negative": 0.07217026887490807, "mask_rcnn/false_positive": 0.12906925966420044, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 30.0, "time": 0.7729667825624347, "total_loss": 1.4265928261374938} {"data_time": 0.015981086529791355, "eta_seconds": 11185.577157453634, "iteration": 255119, "loss_fcos_cls": 0.19278084789402783, "loss_fcos_ctr": 0.6146471789106727, "loss_fcos_loc": 0.1642812816426158, "loss_mask": 0.24888896103948355, "loss_maskiou": 0.004304141464672284, "loss_sem_seg": 0.19679739652201533, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877444727891157, "mask_rcnn/false_negative": 0.10113382668196556, "mask_rcnn/false_positive": 0.11239731698043516, "roi_head/num_bg_samples": 43.25, "roi_head/num_fg_samples": 24.75, "time": 0.7504370147362351, "total_loss": 1.4161399325384991} {"data_time": 0.017008409835398197, "eta_seconds": 11170.543789860792, "iteration": 255139, "loss_fcos_cls": 0.1996247626375407, "loss_fcos_ctr": 0.6143835771363229, "loss_fcos_loc": 0.16204162471694872, "loss_mask": 0.25878729578107595, "loss_maskiou": 0.004788044967426686, "loss_sem_seg": 0.1800276895519346, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8879006261595548, "mask_rcnn/false_negative": 0.08468358342734286, "mask_rcnn/false_positive": 0.12389473361010182, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 26.0, "time": 0.7429546387866139, "total_loss": 1.3972000198009482} {"data_time": 0.014754483476281166, "eta_seconds": 11165.651446354575, "iteration": 255159, "loss_fcos_cls": 0.1892666274216026, "loss_fcos_ctr": 0.6149297347292304, "loss_fcos_loc": 0.16101709101349115, "loss_mask": 0.24848789535462856, "loss_maskiou": 0.004783215241332073, "loss_sem_seg": 0.17783572245389223, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9173662027740158, "mask_rcnn/false_negative": 0.06157816032965338, "mask_rcnn/false_positive": 0.10153069572549595, "roi_head/num_bg_samples": 42.0, "roi_head/num_fg_samples": 25.25, "time": 0.7670628083869815, "total_loss": 1.4252268049676786} {"data_time": 0.015997357666492462, "eta_seconds": 11147.53200101573, "iteration": 255179, "loss_fcos_cls": 0.19492062728386372, "loss_fcos_ctr": 0.6175185521133244, "loss_fcos_loc": 0.17298668922740035, "loss_mask": 0.2509342962875962, "loss_maskiou": 0.00437393535321462, "loss_sem_seg": 0.17139186477288604, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9132706207482993, "mask_rcnn/false_negative": 0.08707974829054199, "mask_rcnn/false_positive": 0.1166913010051571, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.75, "time": 0.753309678286314, "total_loss": 1.4313734628699422} {"data_time": 0.016150071285665035, "eta_seconds": 11145.816676076502, "iteration": 255199, "loss_fcos_cls": 0.1905813925259281, "loss_fcos_ctr": 0.6162864603102207, "loss_fcos_loc": 0.16387080380809493, "loss_mask": 0.2503216126933694, "loss_maskiou": 0.004190062089037383, "loss_sem_seg": 0.19628390297293663, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980394935752078, "mask_rcnn/false_negative": 0.08822883798839157, "mask_rcnn/false_positive": 0.13320518247840135, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 24.0, "time": 0.7507236870005727, "total_loss": 1.4177071713793339} {"data_time": 0.016442257910966873, "eta_seconds": 11128.736214704812, "iteration": 255219, "loss_fcos_cls": 0.19846678455360234, "loss_fcos_ctr": 0.6173230037093163, "loss_fcos_loc": 0.16637014457955956, "loss_mask": 0.25887310318648815, "loss_maskiou": 0.004370682065200526, "loss_sem_seg": 0.18724170792847872, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8963236012108192, "mask_rcnn/false_negative": 0.09072152813483336, "mask_rcnn/false_positive": 0.11620558972583894, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 27.0, "time": 0.7542752670124173, "total_loss": 1.4254246095078997} {"data_time": 0.01837021019309759, "eta_seconds": 11113.678050555289, "iteration": 255239, "loss_fcos_cls": 0.20167842123191804, "loss_fcos_ctr": 0.6171629447489977, "loss_fcos_loc": 0.17542543966555968, "loss_mask": 0.24554562428966165, "loss_maskiou": 0.004457930517673958, "loss_sem_seg": 0.16362096276134253, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8794743332656446, "mask_rcnn/false_negative": 0.10108431456360314, "mask_rcnn/false_positive": 0.11811417661658932, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.5, "time": 0.7577933045104146, "total_loss": 1.4204869811583194} {"data_time": 0.016015619970858097, "eta_seconds": 11099.851797209121, "iteration": 255259, "loss_fcos_cls": 0.20018412871286273, "loss_fcos_ctr": 0.6179272425360978, "loss_fcos_loc": 0.17430374241666868, "loss_mask": 0.2532384321093559, "loss_maskiou": 0.00436116259515984, "loss_sem_seg": 0.19473096076399088, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9038182346109176, "mask_rcnn/false_negative": 0.09005689828447032, "mask_rcnn/false_positive": 0.12015685414033309, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7539378935471177, "total_loss": 1.4407977738737827} {"data_time": 0.019119516015052795, "eta_seconds": 11085.573088880628, "iteration": 255279, "loss_fcos_cls": 0.19507879682350904, "loss_fcos_ctr": 0.6124302912503481, "loss_fcos_loc": 0.15485647495370358, "loss_mask": 0.2350485548377037, "loss_maskiou": 0.004311947515816428, "loss_sem_seg": 0.1825300557538867, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.899468669046566, "mask_rcnn/false_negative": 0.08669340258040356, "mask_rcnn/false_positive": 0.13556189308642771, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.75, "time": 0.7546701887622476, "total_loss": 1.380771617157734} {"data_time": 0.01694529876112938, "eta_seconds": 11070.51219208166, "iteration": 255299, "loss_fcos_cls": 0.19456920737866312, "loss_fcos_ctr": 0.6148453988134861, "loss_fcos_loc": 0.1691764013376087, "loss_mask": 0.2532161455601454, "loss_maskiou": 0.004774153538164683, "loss_sem_seg": 0.17582196893636137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935586532296194, "mask_rcnn/false_negative": 0.1033684638231487, "mask_rcnn/false_positive": 0.10957561630372377, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 29.75, "time": 0.7503765691071749, "total_loss": 1.3923248831561068} {"data_time": 0.015846488997340202, "eta_seconds": 11064.280471475795, "iteration": 255319, "loss_fcos_cls": 0.1887995587894693, "loss_fcos_ctr": 0.6143486816436052, "loss_fcos_loc": 0.1691864236490801, "loss_mask": 0.2672378793358803, "loss_maskiou": 0.004758126444357913, "loss_sem_seg": 0.1685348526807502, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8791770042620707, "mask_rcnn/false_negative": 0.09284903628591355, "mask_rcnn/false_positive": 0.15512190576717308, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 30.75, "time": 0.7595222434028983, "total_loss": 1.4347402106359368} {"data_time": 0.01587775256484747, "eta_seconds": 11049.207546645775, "iteration": 255339, "loss_fcos_cls": 0.19288574438542128, "loss_fcos_ctr": 0.6141113201156259, "loss_fcos_loc": 0.16389296745182946, "loss_mask": 0.25177281349897385, "loss_maskiou": 0.0048548419727012515, "loss_sem_seg": 0.16825599083676934, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8936640628473611, "mask_rcnn/false_negative": 0.10677508257554466, "mask_rcnn/false_positive": 0.11038968612675137, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.0, "time": 0.7546203574165702, "total_loss": 1.3784549597621663} {"data_time": 0.016597076319158077, "eta_seconds": 11034.134621815756, "iteration": 255359, "loss_fcos_cls": 0.19848266569897532, "loss_fcos_ctr": 0.6185663053765893, "loss_fcos_loc": 0.17571114073507488, "loss_mask": 0.2497583134099841, "loss_maskiou": 0.004506422206759453, "loss_sem_seg": 0.17320360685698688, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8957361516034985, "mask_rcnn/false_negative": 0.09592976448355989, "mask_rcnn/false_positive": 0.11624246517059911, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.75, "time": 0.7508319988846779, "total_loss": 1.44373529468794} {"data_time": 0.015629101544618607, "eta_seconds": 11017.848488571122, "iteration": 255379, "loss_fcos_cls": 0.18750395462848246, "loss_fcos_ctr": 0.616656893864274, "loss_fcos_loc": 0.16467899072449654, "loss_mask": 0.23984945751726627, "loss_maskiou": 0.00431089003541274, "loss_sem_seg": 0.1827933534514159, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9073522333461687, "mask_rcnn/false_negative": 0.07240764211566506, "mask_rcnn/false_positive": 0.1410943380912734, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.0, "time": 0.7475723410025239, "total_loss": 1.392861581629404} {"data_time": 0.017601313069462776, "eta_seconds": 11003.988772155717, "iteration": 255399, "loss_fcos_cls": 0.20858106121886522, "loss_fcos_ctr": 0.6127599524334073, "loss_fcos_loc": 0.16504860285203904, "loss_mask": 0.25083048501983285, "loss_maskiou": 0.004202702417387627, "loss_sem_seg": 0.1775542893446982, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9060908115208407, "mask_rcnn/false_negative": 0.08120849378599487, "mask_rcnn/false_positive": 0.11529842574122585, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 22.25, "time": 0.7526055201888084, "total_loss": 1.4248942246194929} {"data_time": 0.016955090686678886, "eta_seconds": 10990.070440465584, "iteration": 255419, "loss_fcos_cls": 0.19367824448272586, "loss_fcos_ctr": 0.6139329802244902, "loss_fcos_loc": 0.15477646084036678, "loss_mask": 0.23211714951321483, "loss_maskiou": 0.005126744239532854, "loss_sem_seg": 0.1720467205159366, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971532642907909, "mask_rcnn/false_negative": 0.07961210211103409, "mask_rcnn/false_positive": 0.12226194450364877, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 24.25, "time": 0.7320606485009193, "total_loss": 1.3834001065479242} {"data_time": 0.01637230534106493, "eta_seconds": 10975.393811328337, "iteration": 255439, "loss_fcos_cls": 0.19539599842391908, "loss_fcos_ctr": 0.6164259146898985, "loss_fcos_loc": 0.1732710053329356, "loss_mask": 0.2618027883581817, "loss_maskiou": 0.005310023378115147, "loss_sem_seg": 0.19394615828059614, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018007455507455, "mask_rcnn/false_negative": 0.08093457276417929, "mask_rcnn/false_positive": 0.10885602645014182, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 23.75, "time": 0.7559597752988338, "total_loss": 1.4469068959369906} {"data_time": 0.0151108643040061, "eta_seconds": 10960.54909833055, "iteration": 255459, "loss_fcos_cls": 0.19783014885615557, "loss_fcos_ctr": 0.616875862237066, "loss_fcos_loc": 0.16639673907775432, "loss_mask": 0.262501516379416, "loss_maskiou": 0.004478503302379977, "loss_sem_seg": 0.17217583628371358, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921137854492447, "mask_rcnn/false_negative": 0.10084788947843921, "mask_rcnn/false_positive": 0.11412672434868, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 22.0, "time": 0.7522918442264199, "total_loss": 1.4334306984310388} {"data_time": 0.015334023162722588, "eta_seconds": 10949.577152288519, "iteration": 255479, "loss_fcos_cls": 0.19898283202201128, "loss_fcos_ctr": 0.6144767021760345, "loss_fcos_loc": 0.16783753340132535, "loss_mask": 0.25843413872644305, "loss_maskiou": 0.004804632961167954, "loss_sem_seg": 0.20008221827447414, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8568041633206879, "mask_rcnn/false_negative": 0.11669485706726498, "mask_rcnn/false_positive": 0.13777786342310677, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 29.5, "time": 0.7685160497203469, "total_loss": 1.4352493881488044} {"data_time": 0.016473976895213127, "eta_seconds": 10935.429466792382, "iteration": 255499, "loss_fcos_cls": 0.19559331494383514, "loss_fcos_ctr": 0.6123456656932831, "loss_fcos_loc": 0.16000529887969606, "loss_mask": 0.24506837828084826, "loss_maskiou": 0.004108395267394371, "loss_sem_seg": 0.19079170003533363, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8909540190451464, "mask_rcnn/false_negative": 0.07656659325343282, "mask_rcnn/false_positive": 0.12299926923366436, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.75, "time": 0.7578205214813352, "total_loss": 1.393663456052309} {"data_time": 0.015691544860601425, "eta_seconds": 10920.234314566478, "iteration": 255519, "loss_fcos_cls": 0.20240277703851461, "loss_fcos_ctr": 0.6152861989103258, "loss_fcos_loc": 0.17232081957627088, "loss_mask": 0.26373860239982605, "loss_maskiou": 0.004660789512854535, "loss_sem_seg": 0.19037149334326386, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8963101177278007, "mask_rcnn/false_negative": 0.09142237628509646, "mask_rcnn/false_positive": 0.12164720006486851, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 28.75, "time": 0.7411862416192889, "total_loss": 1.442330380428757} {"data_time": 0.01954949926584959, "eta_seconds": 10906.158800994977, "iteration": 255539, "loss_fcos_cls": 0.1850006179884076, "loss_fcos_ctr": 0.6146493451669812, "loss_fcos_loc": 0.1604205222101882, "loss_mask": 0.2515208888798952, "loss_maskiou": 0.00459004427830223, "loss_sem_seg": 0.16833454347215593, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891436500275786, "mask_rcnn/false_negative": 0.09791921914150778, "mask_rcnn/false_positive": 0.14025624731302305, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.75, "time": 0.7644762061536312, "total_loss": 1.38045543897897} {"data_time": 0.0156362634152174, "eta_seconds": 10887.399821516126, "iteration": 255559, "loss_fcos_cls": 0.20141734974458814, "loss_fcos_ctr": 0.616394323296845, "loss_fcos_loc": 0.16912825405597687, "loss_mask": 0.25170839205384254, "loss_maskiou": 0.00456572619441431, "loss_sem_seg": 0.17406635999213904, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911170814809629, "mask_rcnn/false_negative": 0.10224966466997243, "mask_rcnn/false_positive": 0.13151572156905564, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 31.75, "time": 0.7147359568625689, "total_loss": 1.4042712402588222} {"data_time": 0.01675644051283598, "eta_seconds": 10870.520441626199, "iteration": 255579, "loss_fcos_cls": 0.20383303123526275, "loss_fcos_ctr": 0.6138291181996465, "loss_fcos_loc": 0.16947256156709045, "loss_mask": 0.25307480711489916, "loss_maskiou": 0.0050902713992400095, "loss_sem_seg": 0.18512501812074333, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8815532533850505, "mask_rcnn/false_negative": 0.09900656410708872, "mask_rcnn/false_positive": 0.14093314549109803, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.0, "time": 0.7445358531549573, "total_loss": 1.4426195776013628} {"data_time": 0.016268176957964897, "eta_seconds": 10860.536258709617, "iteration": 255599, "loss_fcos_cls": 0.1885723965242505, "loss_fcos_ctr": 0.6147524230182171, "loss_fcos_loc": 0.1616089140297845, "loss_mask": 0.2397609087638557, "loss_maskiou": 0.004147670148086036, "loss_sem_seg": 0.18271419405937195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8882855425824177, "mask_rcnn/false_negative": 0.1024551931891022, "mask_rcnn/false_positive": 0.13428816646830935, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 22.5, "time": 0.7718843445181847, "total_loss": 1.409969443382579} {"data_time": 0.015892148949205875, "eta_seconds": 10845.453228005208, "iteration": 255619, "loss_fcos_cls": 0.2020567402942106, "loss_fcos_ctr": 0.6180272777564824, "loss_fcos_loc": 0.17785184632521123, "loss_mask": 0.25334362126886845, "loss_maskiou": 0.004620473835529992, "loss_sem_seg": 0.18486486561596394, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8744019553045937, "mask_rcnn/false_negative": 0.10761737222185402, "mask_rcnn/false_positive": 0.13955266405076497, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 35.75, "time": 0.7539701908826828, "total_loss": 1.4320791902573546} {"data_time": 0.01620819140225649, "eta_seconds": 10830.741065008566, "iteration": 255639, "loss_fcos_cls": 0.2022953977866564, "loss_fcos_ctr": 0.6150804795324802, "loss_fcos_loc": 0.16084659125772305, "loss_mask": 0.2546368073672056, "loss_maskiou": 0.00414185255067423, "loss_sem_seg": 0.18563955323770642, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937687945798265, "mask_rcnn/false_negative": 0.10311045464424892, "mask_rcnn/false_positive": 0.0921378279787566, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 22.0, "time": 0.7434003259986639, "total_loss": 1.4084668237628648} {"data_time": 0.01651144213974476, "eta_seconds": 10809.743798655458, "iteration": 255659, "loss_fcos_cls": 0.18830364849418402, "loss_fcos_ctr": 0.6151297744363546, "loss_fcos_loc": 0.16247650317382067, "loss_mask": 0.2407325441017747, "loss_maskiou": 0.004721990175312385, "loss_sem_seg": 0.17438912950456142, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019521330997837, "mask_rcnn/false_negative": 0.08050339576662069, "mask_rcnn/false_positive": 0.12159287230908089, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 27.75, "time": 0.7479985980316997, "total_loss": 1.4116664088578545} {"data_time": 0.014611875638365746, "eta_seconds": 10792.967824535444, "iteration": 255679, "loss_fcos_cls": 0.1988841036800295, "loss_fcos_ctr": 0.614752383902669, "loss_fcos_loc": 0.16752730403095484, "loss_mask": 0.2508144974708557, "loss_maskiou": 0.004507679579546675, "loss_sem_seg": 0.176318671554327, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88908673382039, "mask_rcnn/false_negative": 0.08941625298695036, "mask_rcnn/false_positive": 0.13151478284139823, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.25, "time": 0.7398100048303604, "total_loss": 1.4496488225777284} {"data_time": 0.016728730872273445, "eta_seconds": 10775.432152192108, "iteration": 255699, "loss_fcos_cls": 0.1965569839521777, "loss_fcos_ctr": 0.6148807629942894, "loss_fcos_loc": 0.16292163962498307, "loss_mask": 0.2545776693150401, "loss_maskiou": 0.004391656155348755, "loss_sem_seg": 0.18011070182546973, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.874670355155049, "mask_rcnn/false_negative": 0.1115827843129853, "mask_rcnn/false_positive": 0.16056227453343597, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.25, "time": 0.7418768089264631, "total_loss": 1.411332201299956} {"data_time": 0.017245059832930565, "eta_seconds": 10762.821974875405, "iteration": 255719, "loss_fcos_cls": 0.18465519475284964, "loss_fcos_ctr": 0.6151254330761731, "loss_fcos_loc": 0.15612700686324388, "loss_mask": 0.2508947462774813, "loss_maskiou": 0.004430930603120942, "loss_sem_seg": 0.17057252943050116, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8864732142857144, "mask_rcnn/false_negative": 0.09502211152882836, "mask_rcnn/false_positive": 0.11244340669326902, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.5, "time": 0.7474062833935022, "total_loss": 1.3946692478784826} {"data_time": 0.013252580538392067, "eta_seconds": 10747.749050045386, "iteration": 255739, "loss_fcos_cls": 0.19329234457109123, "loss_fcos_ctr": 0.6148851169273257, "loss_fcos_loc": 0.1756222676485777, "loss_mask": 0.2579122162424028, "loss_maskiou": 0.004699030729170772, "loss_sem_seg": 0.1822969513013959, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8904639729455001, "mask_rcnn/false_negative": 0.10097424012891834, "mask_rcnn/false_positive": 0.12397928892657857, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.0, "time": 0.7641313411295414, "total_loss": 1.4517468968115281} {"data_time": 0.016414926387369633, "eta_seconds": 10733.090155187063, "iteration": 255759, "loss_fcos_cls": 0.1934477216564119, "loss_fcos_ctr": 0.6171867214143276, "loss_fcos_loc": 0.16641384619288146, "loss_mask": 0.26573824137449265, "loss_maskiou": 0.004517273206147365, "loss_sem_seg": 0.17119059234391898, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8895669063079777, "mask_rcnn/false_negative": 0.09758364327263372, "mask_rcnn/false_positive": 0.12726712533233575, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 24.0, "time": 0.7422406878322363, "total_loss": 1.4344648201877135} {"data_time": 0.015535588376224041, "eta_seconds": 10714.311161160469, "iteration": 255779, "loss_fcos_cls": 0.18595374294091016, "loss_fcos_ctr": 0.6122600436210632, "loss_fcos_loc": 0.16550535568967462, "loss_mask": 0.24960696790367365, "loss_maskiou": 0.00399662550080393, "loss_sem_seg": 0.18625002703629434, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8963691245729061, "mask_rcnn/false_negative": 0.08901378473660407, "mask_rcnn/false_positive": 0.12267164964608626, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 31.5, "time": 0.7310764379799366, "total_loss": 1.405749404024391} {"data_time": 0.015739078633487225, "eta_seconds": 10695.654545364901, "iteration": 255799, "loss_fcos_cls": 0.2026927217375487, "loss_fcos_ctr": 0.615000163204968, "loss_fcos_loc": 0.1683403723873198, "loss_mask": 0.24400394223630428, "loss_maskiou": 0.004608386836480349, "loss_sem_seg": 0.16829539462924004, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8912413179557537, "mask_rcnn/false_negative": 0.08476796372099091, "mask_rcnn/false_positive": 0.13196278042284715, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 24.0, "time": 0.7272144518792629, "total_loss": 1.4001769594469806} {"data_time": 0.01502214279025793, "eta_seconds": 10688.032875887118, "iteration": 255819, "loss_fcos_cls": 0.19084649707656354, "loss_fcos_ctr": 0.6142250271514058, "loss_fcos_loc": 0.16711742739425972, "loss_mask": 0.24253893364220858, "loss_maskiou": 0.0038816417945781723, "loss_sem_seg": 0.17068256484344602, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889205097623465, "mask_rcnn/false_negative": 0.08562338374916945, "mask_rcnn/false_positive": 0.12090368901620162, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.25, "time": 0.7594574997201562, "total_loss": 1.4059683352243155} {"data_time": 0.015551229007542133, "eta_seconds": 10672.384425895289, "iteration": 255839, "loss_fcos_cls": 0.19411099352873862, "loss_fcos_ctr": 0.6147873094305396, "loss_fcos_loc": 0.1627437204006128, "loss_mask": 0.2497782139107585, "loss_maskiou": 0.004090722242835909, "loss_sem_seg": 0.18682665179949254, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923428895367671, "mask_rcnn/false_negative": 0.08825849317849233, "mask_rcnn/false_positive": 0.1318393536437929, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.75, "time": 0.7486281106248498, "total_loss": 1.415002907073358} {"data_time": 0.01663124095648527, "eta_seconds": 10658.9907995807, "iteration": 255859, "loss_fcos_cls": 0.19419672689400613, "loss_fcos_ctr": 0.615252940915525, "loss_fcos_loc": 0.16271886229515076, "loss_mask": 0.24015492293983698, "loss_maskiou": 0.004305475253204349, "loss_sem_seg": 0.20088697969913483, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9177059712773998, "mask_rcnn/false_negative": 0.08059620602576846, "mask_rcnn/false_positive": 0.1115847634224217, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 20.0, "time": 0.7520591681823134, "total_loss": 1.4374150417133933} {"data_time": 0.01575275417417288, "eta_seconds": 10643.924403039739, "iteration": 255879, "loss_fcos_cls": 0.19987598550505936, "loss_fcos_ctr": 0.6124106487259269, "loss_fcos_loc": 0.1625402385252528, "loss_mask": 0.2537705320864916, "loss_maskiou": 0.004354028853413183, "loss_sem_seg": 0.1823205219116062, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8925790628751501, "mask_rcnn/false_negative": 0.10117962732000635, "mask_rcnn/false_positive": 0.14878375008070394, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.5, "time": 0.7649440057575703, "total_loss": 1.404265960038174} {"data_time": 0.016162287443876266, "eta_seconds": 10628.62571847532, "iteration": 255899, "loss_fcos_cls": 0.19798062840709463, "loss_fcos_ctr": 0.6155879655852914, "loss_fcos_loc": 0.16987489070743322, "loss_mask": 0.24792394135147333, "loss_maskiou": 0.004261023954313714, "loss_sem_seg": 0.17700063437223434, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789293144442243, "mask_rcnn/false_negative": 0.11384877323782, "mask_rcnn/false_positive": 0.12631699861531562, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.75, "time": 0.7441893145442009, "total_loss": 1.429859092560946} {"data_time": 0.01625838689506054, "eta_seconds": 10613.773778004572, "iteration": 255919, "loss_fcos_cls": 0.20324007328599691, "loss_fcos_ctr": 0.6125071262940764, "loss_fcos_loc": 0.16239840281195939, "loss_mask": 0.25039651058614254, "loss_maskiou": 0.004616264639480505, "loss_sem_seg": 0.17993373423814774, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9020425834856456, "mask_rcnn/false_negative": 0.08388460117133414, "mask_rcnn/false_positive": 0.12714321350589486, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 26.5, "time": 0.764083438552916, "total_loss": 1.4238080966752023} {"data_time": 0.016660292632877827, "eta_seconds": 10599.153174516745, "iteration": 255939, "loss_fcos_cls": 0.1954334443435073, "loss_fcos_ctr": 0.6168802361935377, "loss_fcos_loc": 0.1679381796857342, "loss_mask": 0.2603583112359047, "loss_maskiou": 0.00477595605480019, "loss_sem_seg": 0.17965385899879038, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789707927428083, "mask_rcnn/false_negative": 0.11341211257266648, "mask_rcnn/false_positive": 0.1349876590314506, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 32.25, "time": 0.7569535644724965, "total_loss": 1.426643924387463} {"data_time": 0.014588717371225357, "eta_seconds": 10583.623152969405, "iteration": 255959, "loss_fcos_cls": 0.19651962793432176, "loss_fcos_ctr": 0.6125444322824478, "loss_fcos_loc": 0.1629230708349496, "loss_mask": 0.25388799887150526, "loss_maskiou": 0.004599001300448435, "loss_sem_seg": 0.17337750038132071, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8888781805825778, "mask_rcnn/false_negative": 0.08259278736636946, "mask_rcnn/false_positive": 0.11245025889100187, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.5, "time": 0.7533509926870465, "total_loss": 1.4062965708581032} {"data_time": 0.015133947134017944, "eta_seconds": 10572.551563407294, "iteration": 255979, "loss_fcos_cls": 0.19910087925381958, "loss_fcos_ctr": 0.6159090362489223, "loss_fcos_loc": 0.16781566734425724, "loss_mask": 0.25170484092086554, "loss_maskiou": 0.004420848694280721, "loss_sem_seg": 0.16663183085620403, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8816558441558442, "mask_rcnn/false_negative": 0.09750807338838369, "mask_rcnn/false_positive": 0.12872154253369045, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 27.5, "time": 0.7787706265226007, "total_loss": 1.4209507658233633} {"data_time": 0.01765994168817997, "eta_seconds": 10558.26259500347, "iteration": 255999, "loss_fcos_cls": 0.20053719286806881, "loss_fcos_ctr": 0.615213199518621, "loss_fcos_loc": 0.17339047911809757, "loss_mask": 0.25082915741950274, "loss_maskiou": 0.004290719240088947, "loss_sem_seg": 0.18417949555441737, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8958120844884978, "mask_rcnn/false_negative": 0.09582353477393084, "mask_rcnn/false_positive": 0.10659820694135738, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.7581865545362234, "total_loss": 1.4371376831986709} {"data_time": 0.016571934334933758, "eta_seconds": 10544.048655339517, "iteration": 256019, "loss_fcos_cls": 0.20474002067930996, "loss_fcos_ctr": 0.6174252210184932, "loss_fcos_loc": 0.17202602047473192, "loss_mask": 0.26560881920158863, "loss_maskiou": 0.0049274254342890345, "loss_sem_seg": 0.17666677199304104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845494942845173, "mask_rcnn/false_negative": 0.0919602073420529, "mask_rcnn/false_positive": 0.15138479215738535, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.25, "time": 0.7627838542684913, "total_loss": 1.4364781220065197} {"data_time": 0.01679207943379879, "eta_seconds": 10529.217006853782, "iteration": 256039, "loss_fcos_cls": 0.1940246419981122, "loss_fcos_ctr": 0.6137435666751117, "loss_fcos_loc": 0.16424670669948682, "loss_mask": 0.25126041658222675, "loss_maskiou": 0.0042668010864872485, "loss_sem_seg": 0.18724352424032986, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8879100177304964, "mask_rcnn/false_negative": 0.08211224737171513, "mask_rcnn/false_positive": 0.1444240830550001, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 33.0, "time": 0.7464904431253672, "total_loss": 1.418088826132589} {"data_time": 0.01569911278784275, "eta_seconds": 10514.133249233477, "iteration": 256059, "loss_fcos_cls": 0.19169832620536909, "loss_fcos_ctr": 0.6152120484039187, "loss_fcos_loc": 0.15828862111084163, "loss_mask": 0.24306599888950586, "loss_maskiou": 0.0039811012538848445, "loss_sem_seg": 0.19047910207882524, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8843303571428571, "mask_rcnn/false_negative": 0.08755864757780804, "mask_rcnn/false_positive": 0.12800525389882692, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 22.75, "time": 0.7498915214091539, "total_loss": 1.414184345002468} {"data_time": 0.016099360771477222, "eta_seconds": 10499.049491613172, "iteration": 256079, "loss_fcos_cls": 0.19339372008107603, "loss_fcos_ctr": 0.6159453764557838, "loss_fcos_loc": 0.17199117364361882, "loss_mask": 0.25304679945111275, "loss_maskiou": 0.004763341145007871, "loss_sem_seg": 0.17693640000652522, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8940673688830372, "mask_rcnn/false_negative": 0.09468112849316912, "mask_rcnn/false_positive": 0.13812358828183077, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 34.5, "time": 0.7646878287196159, "total_loss": 1.4278562960898853} {"data_time": 0.016988184303045273, "eta_seconds": 10483.460491099395, "iteration": 256099, "loss_fcos_cls": 0.19176812167279422, "loss_fcos_ctr": 0.6157202068716288, "loss_fcos_loc": 0.16989970952272415, "loss_mask": 0.2524046767503023, "loss_maskiou": 0.004403722508868668, "loss_sem_seg": 0.18599073734367266, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8698517020138121, "mask_rcnn/false_negative": 0.11435489046450988, "mask_rcnn/false_positive": 0.13640241030875672, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.75, "time": 0.7531779035925865, "total_loss": 1.4098465903734905} {"data_time": 0.0158498277887702, "eta_seconds": 10468.881976372562, "iteration": 256119, "loss_fcos_cls": 0.20180200540926307, "loss_fcos_ctr": 0.6165277026593685, "loss_fcos_loc": 0.1780663006938994, "loss_mask": 0.25845257192850113, "loss_maskiou": 0.004671318114560563, "loss_sem_seg": 0.1644742776406929, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911003431092717, "mask_rcnn/false_negative": 0.10014198441561406, "mask_rcnn/false_positive": 0.11507330727666272, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 23.75, "time": 0.760193551890552, "total_loss": 1.4205143137696723} {"data_time": 0.017602376639842987, "eta_seconds": 10454.374750379473, "iteration": 256139, "loss_fcos_cls": 0.19092930597253144, "loss_fcos_ctr": 0.6171157406643033, "loss_fcos_loc": 0.1737922781612724, "loss_mask": 0.2578421486541629, "loss_maskiou": 0.004301600854887511, "loss_sem_seg": 0.18213143618777394, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845125550220088, "mask_rcnn/false_negative": 0.08985434046524662, "mask_rcnn/false_positive": 0.13654202904221183, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.0, "time": 0.7526173330843449, "total_loss": 1.433091805953154} {"data_time": 0.015753811225295067, "eta_seconds": 10439.017476605251, "iteration": 256159, "loss_fcos_cls": 0.18866170139517635, "loss_fcos_ctr": 0.6146803116425872, "loss_fcos_loc": 0.16478641086723655, "loss_mask": 0.2558691129088402, "loss_maskiou": 0.004642937070457265, "loss_sem_seg": 0.1901234935503453, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8956385185653208, "mask_rcnn/false_negative": 0.10839176958937462, "mask_rcnn/false_positive": 0.13884587007166407, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.0, "time": 0.754928701557219, "total_loss": 1.4314522130298428} {"data_time": 0.016071191988885403, "eta_seconds": 10423.933281132951, "iteration": 256179, "loss_fcos_cls": 0.19231633911840618, "loss_fcos_ctr": 0.6163859656080604, "loss_fcos_loc": 0.17171067057643086, "loss_mask": 0.2740690242499113, "loss_maskiou": 0.004562049682135694, "loss_sem_seg": 0.17995817121118307, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893640417476514, "mask_rcnn/false_negative": 0.097819188028489, "mask_rcnn/false_positive": 0.1383133976250504, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.75, "time": 0.7540849540382624, "total_loss": 1.4354335630996502} {"data_time": 0.01668632496148348, "eta_seconds": 10408.546945891343, "iteration": 256199, "loss_fcos_cls": 0.19483761489391327, "loss_fcos_ctr": 0.6166187999770045, "loss_fcos_loc": 0.17629018437583, "loss_mask": 0.25521909072995186, "loss_maskiou": 0.004601219254254829, "loss_sem_seg": 0.17663016403093934, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8871053890306122, "mask_rcnn/false_negative": 0.10288556129410086, "mask_rcnn/false_positive": 0.1311755908575841, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 32.75, "time": 0.7521492894738913, "total_loss": 1.4274225270055467} {"data_time": 0.017688853666186333, "eta_seconds": 10393.463188271038, "iteration": 256219, "loss_fcos_cls": 0.19122097175568342, "loss_fcos_ctr": 0.6162240458652377, "loss_fcos_loc": 0.1625194400548935, "loss_mask": 0.243228898383677, "loss_maskiou": 0.004445803032012918, "loss_sem_seg": 0.17177895340137184, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9056326656278275, "mask_rcnn/false_negative": 0.09668937107528743, "mask_rcnn/false_positive": 0.11736577532804993, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.25, "time": 0.7596094151958823, "total_loss": 1.4052841715238173} {"data_time": 0.016487814486026764, "eta_seconds": 10378.699828899466, "iteration": 256239, "loss_fcos_cls": 0.1947336057201028, "loss_fcos_ctr": 0.6144722639583051, "loss_fcos_loc": 0.16519199853064492, "loss_mask": 0.2525221290998161, "loss_maskiou": 0.004897864455415402, "loss_sem_seg": 0.19311989494599402, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.873498260587879, "mask_rcnn/false_negative": 0.09675062682197288, "mask_rcnn/false_positive": 0.15059085420674082, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 33.0, "time": 0.7654359163716435, "total_loss": 1.4485199682894745} {"data_time": 0.015558546409010887, "eta_seconds": 10363.615605617873, "iteration": 256259, "loss_fcos_cls": 0.20228205024614, "loss_fcos_ctr": 0.6138202734291553, "loss_fcos_loc": 0.1656974747311324, "loss_mask": 0.23469702806323767, "loss_maskiou": 0.004062247448018752, "loss_sem_seg": 0.17781819077208638, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933035714285714, "mask_rcnn/false_negative": 0.08629341541709651, "mask_rcnn/false_positive": 0.1336298309062292, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 33.25, "time": 0.7547363378107548, "total_loss": 1.3996076297776199} {"data_time": 0.01503987330943346, "eta_seconds": 10347.964494665153, "iteration": 256279, "loss_fcos_cls": 0.19122227700427175, "loss_fcos_ctr": 0.6141728851944208, "loss_fcos_loc": 0.16579522902611643, "loss_mask": 0.238667163066566, "loss_maskiou": 0.004019617656012997, "loss_sem_seg": 0.19766182056628168, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8990413319583153, "mask_rcnn/false_negative": 0.10147177634199678, "mask_rcnn/false_positive": 0.11929439236586392, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.5, "time": 0.7443743385374546, "total_loss": 1.406530615844531} {"data_time": 0.015963238663971424, "eta_seconds": 10333.44715905469, "iteration": 256299, "loss_fcos_cls": 0.19159786408999935, "loss_fcos_ctr": 0.6150495689362288, "loss_fcos_loc": 0.15911201131530106, "loss_mask": 0.249489214271307, "loss_maskiou": 0.004247808923537377, "loss_sem_seg": 0.18043525738175958, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8837113068497839, "mask_rcnn/false_negative": 0.09308817529323793, "mask_rcnn/false_positive": 0.12300331487750821, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.25, "time": 0.7568968422710896, "total_loss": 1.3948505397129338} {"data_time": 0.015124786645174026, "eta_seconds": 10314.257559724152, "iteration": 256319, "loss_fcos_cls": 0.19968065479770303, "loss_fcos_ctr": 0.6146255927160382, "loss_fcos_loc": 0.1690958522958681, "loss_mask": 0.24840307096019387, "loss_maskiou": 0.00417355599347502, "loss_sem_seg": 0.20449699519667774, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8982352146284871, "mask_rcnn/false_negative": 0.09909590138444371, "mask_rcnn/false_positive": 0.11684226172420717, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 30.25, "time": 0.7359547168016434, "total_loss": 1.4391870447725523} {"data_time": 0.014656515792012215, "eta_seconds": 10301.865960313007, "iteration": 256339, "loss_fcos_cls": 0.19879312731791288, "loss_fcos_ctr": 0.6167460596188903, "loss_fcos_loc": 0.17334669665433466, "loss_mask": 0.25599749479442835, "loss_maskiou": 0.004887922790658195, "loss_sem_seg": 0.18682605191133916, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8788648672423303, "mask_rcnn/false_negative": 0.09604399685257686, "mask_rcnn/false_positive": 0.12524494666657138, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.5, "time": 0.7726339399814606, "total_loss": 1.4419879871566081} {"data_time": 0.017145486548542976, "eta_seconds": 10281.904056932777, "iteration": 256359, "loss_fcos_cls": 0.19695115997456014, "loss_fcos_ctr": 0.6153653040528297, "loss_fcos_loc": 0.160886102123186, "loss_mask": 0.2412266070023179, "loss_maskiou": 0.004561657093290705, "loss_sem_seg": 0.1933219914790243, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8997941659772017, "mask_rcnn/false_negative": 0.07856225346632406, "mask_rcnn/false_positive": 0.11959318063840824, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 20.75, "time": 0.7430723328143358, "total_loss": 1.401628450701537} {"data_time": 0.015859599225223064, "eta_seconds": 10266.6540593924, "iteration": 256379, "loss_fcos_cls": 0.20212704280856997, "loss_fcos_ctr": 0.6172924926504493, "loss_fcos_loc": 0.1738928786944598, "loss_mask": 0.24991408362984657, "loss_maskiou": 0.004199859889922664, "loss_sem_seg": 0.16405537043465301, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9125917867146859, "mask_rcnn/false_negative": 0.08191673439708583, "mask_rcnn/false_positive": 0.1099524687548188, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 26.5, "time": 0.7410844415426254, "total_loss": 1.410121029097354} {"data_time": 0.015898311510682106, "eta_seconds": 10249.744867446832, "iteration": 256399, "loss_fcos_cls": 0.19254761771298945, "loss_fcos_ctr": 0.6164185805246234, "loss_fcos_loc": 0.17521634715376422, "loss_mask": 0.24940159264951944, "loss_maskiou": 0.004532797654974274, "loss_sem_seg": 0.17633013427257538, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8857309228039041, "mask_rcnn/false_negative": 0.0931858089333823, "mask_rcnn/false_positive": 0.12443817394912791, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 27.75, "time": 0.7445808509364724, "total_loss": 1.4183519565558527} {"data_time": 0.016363234259188175, "eta_seconds": 10235.8443695046, "iteration": 256419, "loss_fcos_cls": 0.19572288496419787, "loss_fcos_ctr": 0.6156773502007127, "loss_fcos_loc": 0.17341097875032574, "loss_mask": 0.25077457167208195, "loss_maskiou": 0.004248846742484602, "loss_sem_seg": 0.19569881726056337, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8968583431848349, "mask_rcnn/false_negative": 0.08360319495576418, "mask_rcnn/false_positive": 0.12539340162046314, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.25, "time": 0.7554608462378383, "total_loss": 1.4334246395592345} {"data_time": 0.016929443925619125, "eta_seconds": 10215.790860096924, "iteration": 256439, "loss_fcos_cls": 0.19734189205337316, "loss_fcos_ctr": 0.6130260180216283, "loss_fcos_loc": 0.16927559045143425, "loss_mask": 0.2613912867382169, "loss_maskiou": 0.004584908536344301, "loss_sem_seg": 0.1625625507440418, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8787426154672395, "mask_rcnn/false_negative": 0.10953683577868856, "mask_rcnn/false_positive": 0.12720702703267756, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.0, "time": 0.7455231146886945, "total_loss": 1.4292106600478292} {"data_time": 0.01725595537573099, "eta_seconds": 10201.855681078508, "iteration": 256459, "loss_fcos_cls": 0.19546225387603045, "loss_fcos_ctr": 0.6151356464251876, "loss_fcos_loc": 0.16700323612894863, "loss_mask": 0.25764384865760803, "loss_maskiou": 0.00428832295074244, "loss_sem_seg": 0.17403166624717414, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8801353780148423, "mask_rcnn/false_negative": 0.10387141012194046, "mask_rcnn/false_positive": 0.14296161827861686, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 26.5, "time": 0.7560146832838655, "total_loss": 1.4096278083961806} {"data_time": 0.015553313307464123, "eta_seconds": 10186.787583181635, "iteration": 256479, "loss_fcos_cls": 0.19214466493576765, "loss_fcos_ctr": 0.6164764873683453, "loss_fcos_loc": 0.16493437928147614, "loss_mask": 0.24224501848220825, "loss_maskiou": 0.004311066528316587, "loss_sem_seg": 0.19167756754904985, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867325971484484, "mask_rcnn/false_negative": 0.10751478442667135, "mask_rcnn/false_positive": 0.11818417038555884, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 29.5, "time": 0.7624123506247997, "total_loss": 1.409579835471959} {"data_time": 0.015069476328790188, "eta_seconds": 10167.91141358018, "iteration": 256499, "loss_fcos_cls": 0.18906310945749283, "loss_fcos_ctr": 0.6154616009443998, "loss_fcos_loc": 0.16113482136279345, "loss_mask": 0.25799611303955317, "loss_maskiou": 0.004348366521298885, "loss_sem_seg": 0.1770706782117486, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8756337360814973, "mask_rcnn/false_negative": 0.09047199200969698, "mask_rcnn/false_positive": 0.1669656257947536, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 23.5, "time": 0.7414591163396835, "total_loss": 1.4208257124919328} {"data_time": 0.01578984409570694, "eta_seconds": 10156.651387387887, "iteration": 256519, "loss_fcos_cls": 0.18855185026768595, "loss_fcos_ctr": 0.6136964606121182, "loss_fcos_loc": 0.1641708652023226, "loss_mask": 0.2453818116337061, "loss_maskiou": 0.004240951224346645, "loss_sem_seg": 0.17405875492841005, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.896533667579586, "mask_rcnn/false_negative": 0.08654997908239359, "mask_rcnn/false_positive": 0.1260069685821572, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 33.25, "time": 0.7704353649169207, "total_loss": 1.3989966333610937} {"data_time": 0.015777659602463245, "eta_seconds": 10139.026576378383, "iteration": 256539, "loss_fcos_cls": 0.19703896681312472, "loss_fcos_ctr": 0.6154118403792381, "loss_fcos_loc": 0.16771373187657446, "loss_mask": 0.24539800873026252, "loss_maskiou": 0.004328476479713572, "loss_sem_seg": 0.1672298265621066, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8793775322629052, "mask_rcnn/false_negative": 0.10074453873995706, "mask_rcnn/false_positive": 0.11473255219278612, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 32.0, "time": 0.7476429091766477, "total_loss": 1.408211942994967} {"data_time": 0.015606638044118881, "eta_seconds": 10123.962277178653, "iteration": 256559, "loss_fcos_cls": 0.20637514034751803, "loss_fcos_ctr": 0.6136352168396115, "loss_fcos_loc": 0.1705632418161258, "loss_mask": 0.25009107030928135, "loss_maskiou": 0.004662171704694629, "loss_sem_seg": 0.1655158551875502, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.875616260855288, "mask_rcnn/false_negative": 0.10979106317640039, "mask_rcnn/false_positive": 0.1425022052388441, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 30.25, "time": 0.7501004943624139, "total_loss": 1.4228506996805663} {"data_time": 0.01573687046766281, "eta_seconds": 10104.093129648827, "iteration": 256579, "loss_fcos_cls": 0.1992880798643455, "loss_fcos_ctr": 0.6130039757117629, "loss_fcos_loc": 0.1653388540726155, "loss_mask": 0.25043111108243465, "loss_maskiou": 0.0044415815427782945, "loss_sem_seg": 0.1624485426582396, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.90524983209315, "mask_rcnn/false_negative": 0.08355593386375734, "mask_rcnn/false_positive": 0.13532781021430018, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 24.0, "time": 0.734615920111537, "total_loss": 1.3960729412356159} {"data_time": 0.015708331018686295, "eta_seconds": 10087.349954157136, "iteration": 256599, "loss_fcos_cls": 0.20027683058287948, "loss_fcos_ctr": 0.6162350908853114, "loss_fcos_loc": 0.17063882236834615, "loss_mask": 0.26108454493805766, "loss_maskiou": 0.004898590537777636, "loss_sem_seg": 0.17832008423283696, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8805253461033536, "mask_rcnn/false_negative": 0.10596243705931087, "mask_rcnn/false_positive": 0.12921037222024323, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 31.75, "time": 0.7725229421630502, "total_loss": 1.4525461134908255} {"data_time": 0.01566608902066946, "eta_seconds": 10072.29533143621, "iteration": 256619, "loss_fcos_cls": 0.20593063533306122, "loss_fcos_ctr": 0.6167677864432335, "loss_fcos_loc": 0.17312208423390985, "loss_mask": 0.2508856123313308, "loss_maskiou": 0.004608829447533935, "loss_sem_seg": 0.18344264035113156, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978305554710707, "mask_rcnn/false_negative": 0.09089787601842933, "mask_rcnn/false_positive": 0.15335580813326838, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.5, "time": 0.7529636975377798, "total_loss": 1.4348628312145593} {"data_time": 0.01661908347159624, "eta_seconds": 10061.71951178182, "iteration": 256639, "loss_fcos_cls": 0.18915835465304554, "loss_fcos_ctr": 0.614264209754765, "loss_fcos_loc": 0.1670718863606453, "loss_mask": 0.24562280252575874, "loss_maskiou": 0.004214664284518221, "loss_sem_seg": 0.18230673437938094, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040594498669032, "mask_rcnn/false_negative": 0.0787615987928948, "mask_rcnn/false_positive": 0.11442639717236501, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7691072868183255, "total_loss": 1.4213565968020703} {"data_time": 0.01504017785191536, "eta_seconds": 10050.06016256567, "iteration": 256659, "loss_fcos_cls": 0.18745198473334312, "loss_fcos_ctr": 0.6148991892114282, "loss_fcos_loc": 0.16660068498458713, "loss_mask": 0.2620606878772378, "loss_maskiou": 0.004569049859128427, "loss_sem_seg": 0.17147013556677848, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8890677084582363, "mask_rcnn/false_negative": 0.08275392194033737, "mask_rcnn/false_positive": 0.12146690209385258, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.0, "time": 0.7525621699169278, "total_loss": 1.4022178850500495} {"data_time": 0.016442017629742622, "eta_seconds": 10041.36538426485, "iteration": 256679, "loss_fcos_cls": 0.18695728410966694, "loss_fcos_ctr": 0.6154205589555204, "loss_fcos_loc": 0.16401529009453952, "loss_mask": 0.248575278557837, "loss_maskiou": 0.0038763333432143554, "loss_sem_seg": 0.18954551662318408, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8984564808066084, "mask_rcnn/false_negative": 0.10116227231225165, "mask_rcnn/false_positive": 0.09709318464869607, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 27.0, "time": 0.7876747185364366, "total_loss": 1.4116346855662414} {"data_time": 0.01603240706026554, "eta_seconds": 10038.921157222241, "iteration": 256699, "loss_fcos_cls": 0.1916006247047335, "loss_fcos_ctr": 0.6162928966805339, "loss_fcos_loc": 0.16104915481992066, "loss_mask": 0.2422708449885249, "loss_maskiou": 0.004257618464180268, "loss_sem_seg": 0.18344300985336304, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8967168898809523, "mask_rcnn/false_negative": 0.08770524162150495, "mask_rcnn/false_positive": 0.10800763659479334, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.75, "time": 0.7698332015424967, "total_loss": 1.4225665924423083} {"data_time": 0.017927370965480804, "eta_seconds": 10018.50822553318, "iteration": 256719, "loss_fcos_cls": 0.1980939917266369, "loss_fcos_ctr": 0.6160708991810679, "loss_fcos_loc": 0.17740638100076467, "loss_mask": 0.2465526768937707, "loss_maskiou": 0.004644562737667002, "loss_sem_seg": 0.1666398502420634, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889583131420818, "mask_rcnn/false_negative": 0.1131413300499488, "mask_rcnn/false_positive": 0.12743056199618225, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.0, "time": 0.7388961175456643, "total_loss": 1.4160998122679302} {"data_time": 0.01645661797374487, "eta_seconds": 9998.211310668848, "iteration": 256739, "loss_fcos_cls": 0.20257494202814996, "loss_fcos_ctr": 0.6146392645314336, "loss_fcos_loc": 0.16659188055200502, "loss_mask": 0.25060054939240217, "loss_maskiou": 0.004335765897849342, "loss_sem_seg": 0.19216655055060983, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8806923731030873, "mask_rcnn/false_negative": 0.08516288296029262, "mask_rcnn/false_positive": 0.1375673217419979, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 33.0, "time": 0.7530784364789724, "total_loss": 1.4287865191981837} {"data_time": 0.01571178436279297, "eta_seconds": 9980.404047932476, "iteration": 256759, "loss_fcos_cls": 0.19052798027405515, "loss_fcos_ctr": 0.6146561843343079, "loss_fcos_loc": 0.16437660856172442, "loss_mask": 0.24445049092173576, "loss_maskiou": 0.0036708024781546555, "loss_sem_seg": 0.19990201608743519, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8952998610158349, "mask_rcnn/false_negative": 0.07200399272660986, "mask_rcnn/false_positive": 0.1485682040911133, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.5, "time": 0.7488238932564855, "total_loss": 1.4107810928762774} {"data_time": 0.018933719024062157, "eta_seconds": 9965.32904748246, "iteration": 256779, "loss_fcos_cls": 0.19287854543654248, "loss_fcos_ctr": 0.6150817926973104, "loss_fcos_loc": 0.1630238953512162, "loss_mask": 0.2388829761184752, "loss_maskiou": 0.004327416052547051, "loss_sem_seg": 0.17680534650571644, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830332980649886, "mask_rcnn/false_negative": 0.10052382345001562, "mask_rcnn/false_positive": 0.1314230447326798, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 29.0, "time": 0.7378976661711931, "total_loss": 1.3910672743222676} {"data_time": 0.015776654705405235, "eta_seconds": 9950.90942404326, "iteration": 256799, "loss_fcos_cls": 0.1872231070883572, "loss_fcos_ctr": 0.6135021429508924, "loss_fcos_loc": 0.16670910571701825, "loss_mask": 0.25418435875326395, "loss_maskiou": 0.004703119790065102, "loss_sem_seg": 0.16783833398949355, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914341155749512, "mask_rcnn/false_negative": 0.0948887437413437, "mask_rcnn/false_positive": 0.1301525423104852, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 22.5, "time": 0.7456513224169612, "total_loss": 1.3922455513638852} {"data_time": 0.016457409597933292, "eta_seconds": 9935.833430672996, "iteration": 256819, "loss_fcos_cls": 0.1980444851797074, "loss_fcos_ctr": 0.6156203746795654, "loss_fcos_loc": 0.16909045167267323, "loss_mask": 0.25210549030452967, "loss_maskiou": 0.00414520096819615, "loss_sem_seg": 0.18276514258468524, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8710942331478047, "mask_rcnn/false_negative": 0.10903818288229265, "mask_rcnn/false_positive": 0.14606774698897212, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.0, "time": 0.7582211149856448, "total_loss": 1.4195193976338487} {"data_time": 0.017511756159365177, "eta_seconds": 9922.815704676323, "iteration": 256839, "loss_fcos_cls": 0.1910556321963668, "loss_fcos_ctr": 0.6141317365691066, "loss_fcos_loc": 0.17206734771025367, "loss_mask": 0.2554712765850127, "loss_maskiou": 0.004156259761657566, "loss_sem_seg": 0.17657717713154852, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8823342808033966, "mask_rcnn/false_negative": 0.10780643723205319, "mask_rcnn/false_positive": 0.12375497691128912, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 23.0, "time": 0.7694635344669223, "total_loss": 1.4256191631852744} {"data_time": 0.015556604601442814, "eta_seconds": 9912.07891695574, "iteration": 256859, "loss_fcos_cls": 0.19028781715314835, "loss_fcos_ctr": 0.6153325382620096, "loss_fcos_loc": 0.1638949626358226, "loss_mask": 0.25075558573007584, "loss_maskiou": 0.004770356390508823, "loss_sem_seg": 0.1690780009375885, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883661582912735, "mask_rcnn/false_negative": 0.10188642463389966, "mask_rcnn/false_positive": 0.1312887404704311, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 31.75, "time": 0.765010878443718, "total_loss": 1.3913088004483143} {"data_time": 0.01647574082016945, "eta_seconds": 9896.993186924607, "iteration": 256879, "loss_fcos_cls": 0.20251141558401287, "loss_fcos_ctr": 0.6168775726109743, "loss_fcos_loc": 0.17507950856816024, "loss_mask": 0.25836399383842945, "loss_maskiou": 0.004886159724264871, "loss_sem_seg": 0.19388624129351228, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.884984112065879, "mask_rcnn/false_negative": 0.0945104705023915, "mask_rcnn/false_positive": 0.11999841496086489, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 29.25, "time": 0.7650255942717195, "total_loss": 1.4483972961170366} {"data_time": 0.016494659706950188, "eta_seconds": 9885.222209000029, "iteration": 256899, "loss_fcos_cls": 0.19679668545722961, "loss_fcos_ctr": 0.6138754393905401, "loss_fcos_loc": 0.16427662619389594, "loss_mask": 0.24754854710772634, "loss_maskiou": 0.004368451378468308, "loss_sem_seg": 0.16336708841845393, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8913180769383777, "mask_rcnn/false_negative": 0.07647195413555133, "mask_rcnn/false_positive": 0.13932586706260497, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.0, "time": 0.7561049563810229, "total_loss": 1.386408155412937} {"data_time": 0.01657393667846918, "eta_seconds": 9861.14809305314, "iteration": 256919, "loss_fcos_cls": 0.1940056623716373, "loss_fcos_ctr": 0.6107815792784095, "loss_fcos_loc": 0.1608495278051123, "loss_mask": 0.25639681331813335, "loss_maskiou": 0.004316030703193974, "loss_sem_seg": 0.19584732269868255, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965584001457726, "mask_rcnn/false_negative": 0.0955198154530752, "mask_rcnn/false_positive": 0.10839857430663599, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.0, "time": 0.7379557806998491, "total_loss": 1.415038307357463} {"data_time": 0.015061724931001663, "eta_seconds": 9844.054635000415, "iteration": 256939, "loss_fcos_cls": 0.20767936995252967, "loss_fcos_ctr": 0.6144224153831601, "loss_fcos_loc": 0.16579379560425878, "loss_mask": 0.2490641064941883, "loss_maskiou": 0.004309264444600558, "loss_sem_seg": 0.1804672828875482, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934294593687815, "mask_rcnn/false_negative": 0.10830661381591018, "mask_rcnn/false_positive": 0.1142495106164143, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.5, "time": 0.7441838886588812, "total_loss": 1.4399792686890578} {"data_time": 0.01592094637453556, "eta_seconds": 9827.13707179483, "iteration": 256959, "loss_fcos_cls": 0.20638258033432066, "loss_fcos_ctr": 0.6142323699314147, "loss_fcos_loc": 0.16751766938250512, "loss_mask": 0.26037835655733943, "loss_maskiou": 0.004785633987921756, "loss_sem_seg": 0.17909756570588797, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8724116438690172, "mask_rcnn/false_negative": 0.09905259728845531, "mask_rcnn/false_positive": 0.16742921736369137, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 26.25, "time": 0.7410482112318277, "total_loss": 1.4276393957297842} {"data_time": 0.015934212133288383, "eta_seconds": 9805.515606116503, "iteration": 256979, "loss_fcos_cls": 0.187741783214733, "loss_fcos_ctr": 0.6129750590771437, "loss_fcos_loc": 0.1593504247139208, "loss_mask": 0.24541233154013753, "loss_maskiou": 0.0042394285192131065, "loss_sem_seg": 0.1994491673540324, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8754251700680272, "mask_rcnn/false_negative": 0.07768658625546848, "mask_rcnn/false_positive": 0.14548625187880077, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.75, "time": 0.7354150675237179, "total_loss": 1.3993890210331301} {"data_time": 0.01588001474738121, "eta_seconds": 9791.497653986327, "iteration": 256999, "loss_fcos_cls": 0.1876371819525957, "loss_fcos_ctr": 0.6129162982106209, "loss_fcos_loc": 0.15722239925526083, "loss_mask": 0.243373173289001, "loss_maskiou": 0.0038659660203848034, "loss_sem_seg": 0.19578205817379057, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932370897439599, "mask_rcnn/false_negative": 0.08867886715047252, "mask_rcnn/false_positive": 0.1354974887444252, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.0, "time": 0.7630628189072013, "total_loss": 1.4015466177643248} {"data_time": 0.01599903032183647, "eta_seconds": 9777.630827017128, "iteration": 257019, "loss_fcos_cls": 0.20794479246251285, "loss_fcos_ctr": 0.6173668783158064, "loss_fcos_loc": 0.16962534200865775, "loss_mask": 0.25578918494284153, "loss_maskiou": 0.004480174608033849, "loss_sem_seg": 0.1846330864354968, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970993685935913, "mask_rcnn/false_negative": 0.07463836064874509, "mask_rcnn/false_positive": 0.13047061794472314, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7657422348856926, "total_loss": 1.4518035082364804} {"data_time": 0.017188381403684616, "eta_seconds": 9766.184834217653, "iteration": 257039, "loss_fcos_cls": 0.1899824639549479, "loss_fcos_ctr": 0.613001094199717, "loss_fcos_loc": 0.16602681879885495, "loss_mask": 0.24904364626854658, "loss_maskiou": 0.004125295366975479, "loss_sem_seg": 0.17101747496053576, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8887395732102364, "mask_rcnn/false_negative": 0.09801563059944574, "mask_rcnn/false_positive": 0.1380118492702535, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.0, "time": 0.7633505240082741, "total_loss": 1.3845266064017778} {"data_time": 0.017231322824954987, "eta_seconds": 9749.81274417229, "iteration": 257059, "loss_fcos_cls": 0.1963176295394078, "loss_fcos_ctr": 0.6148063028231263, "loss_fcos_loc": 0.17353124555666, "loss_mask": 0.2519338093698025, "loss_maskiou": 0.004803603955224389, "loss_sem_seg": 0.1862633558921516, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8807083034133285, "mask_rcnn/false_negative": 0.09343055675121718, "mask_rcnn/false_positive": 0.1362644929976719, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 30.75, "time": 0.739741955883801, "total_loss": 1.4501046926779964} {"data_time": 0.019188806414604187, "eta_seconds": 9733.66519455146, "iteration": 257079, "loss_fcos_cls": 0.18502471467945725, "loss_fcos_ctr": 0.6130503416061401, "loss_fcos_loc": 0.16362697520526126, "loss_mask": 0.2553243162110448, "loss_maskiou": 0.0044974144257139415, "loss_sem_seg": 0.17796162911690772, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858890431172469, "mask_rcnn/false_negative": 0.10464085933558628, "mask_rcnn/false_positive": 0.13351644849762784, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 26.25, "time": 0.7500192001461983, "total_loss": 1.380819200170663} {"data_time": 0.016785407438874245, "eta_seconds": 9716.184234603308, "iteration": 257099, "loss_fcos_cls": 0.2077794570941478, "loss_fcos_ctr": 0.6188662629574537, "loss_fcos_loc": 0.17374744970584288, "loss_mask": 0.25693438667804, "loss_maskiou": 0.004871503304457292, "loss_sem_seg": 0.17901040450669825, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8849263542626353, "mask_rcnn/false_negative": 0.09560364103835729, "mask_rcnn/false_positive": 0.13531592656851954, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 25.25, "time": 0.7391678560525179, "total_loss": 1.4553734674846055} {"data_time": 0.0160460127517581, "eta_seconds": 9698.16405060701, "iteration": 257119, "loss_fcos_cls": 0.18898448813706636, "loss_fcos_ctr": 0.6175817092880607, "loss_fcos_loc": 0.16497601044829935, "loss_mask": 0.25492776930332184, "loss_maskiou": 0.004284349903173279, "loss_sem_seg": 0.16180379455909133, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8868970507833289, "mask_rcnn/false_negative": 0.09926188499838179, "mask_rcnn/false_positive": 0.1268980759930209, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.75, "time": 0.7527958871796727, "total_loss": 1.4029227985156467} {"data_time": 0.0174116063863039, "eta_seconds": 9683.866114033386, "iteration": 257139, "loss_fcos_cls": 0.1922063989622984, "loss_fcos_ctr": 0.6134002557955682, "loss_fcos_loc": 0.16413086419925094, "loss_mask": 0.24196243286132812, "loss_maskiou": 0.004462751103346818, "loss_sem_seg": 0.18433901388198137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8892414257369614, "mask_rcnn/false_negative": 0.09229102509715734, "mask_rcnn/false_positive": 0.12122826441138115, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 23.25, "time": 0.7581912195309997, "total_loss": 1.413522091024788} {"data_time": 0.015357598662376404, "eta_seconds": 9665.877156331204, "iteration": 257159, "loss_fcos_cls": 0.20170213584788144, "loss_fcos_ctr": 0.6162103675305843, "loss_fcos_loc": 0.16657845373265445, "loss_mask": 0.26299887197092175, "loss_maskiou": 0.004738671912491554, "loss_sem_seg": 0.18307723407633603, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8838211063140377, "mask_rcnn/false_negative": 0.12004491958704294, "mask_rcnn/false_positive": 0.11848298685337692, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.5, "time": 0.7399360621348023, "total_loss": 1.4379488227277761} {"data_time": 0.01641745585948229, "eta_seconds": 9650.43257656321, "iteration": 257179, "loss_fcos_cls": 0.19686100468970835, "loss_fcos_ctr": 0.6132421167567372, "loss_fcos_loc": 0.16582362342160195, "loss_mask": 0.24193064449355006, "loss_maskiou": 0.004360994003945962, "loss_sem_seg": 0.19538953562732786, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921028748037676, "mask_rcnn/false_negative": 0.09390377430199259, "mask_rcnn/false_positive": 0.11949138489282615, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.75, "time": 0.7551772780716419, "total_loss": 1.4256303021793428} {"data_time": 0.015015128068625927, "eta_seconds": 9636.872950516641, "iteration": 257199, "loss_fcos_cls": 0.19908552104607224, "loss_fcos_ctr": 0.6140709999017417, "loss_fcos_loc": 0.16525812388863415, "loss_mask": 0.25082437321543694, "loss_maskiou": 0.0047478228734689765, "loss_sem_seg": 0.17190449684858322, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8813887324410283, "mask_rcnn/false_negative": 0.09113609498967791, "mask_rcnn/false_positive": 0.11308804171839776, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 32.25, "time": 0.7633306467905641, "total_loss": 1.4111490644718288} {"data_time": 0.015163252130150795, "eta_seconds": 9620.7130235238, "iteration": 257219, "loss_fcos_cls": 0.1945461432915181, "loss_fcos_ctr": 0.6144578894600272, "loss_fcos_loc": 0.17451519751921296, "loss_mask": 0.2619982627220452, "loss_maskiou": 0.004255561114405282, "loss_sem_seg": 0.17874843790195882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8894869719603944, "mask_rcnn/false_negative": 0.09973146410812586, "mask_rcnn/false_positive": 0.1242336946543468, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.5, "time": 0.766676208935678, "total_loss": 1.414003707759548} {"data_time": 0.016960722394287586, "eta_seconds": 9604.170335975476, "iteration": 257239, "loss_fcos_cls": 0.20860129361972213, "loss_fcos_ctr": 0.617709775455296, "loss_fcos_loc": 0.17686000413959846, "loss_mask": 0.2435307875275612, "loss_maskiou": 0.004018157378595788, "loss_sem_seg": 0.1804798727389425, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8914731884656697, "mask_rcnn/false_negative": 0.09374461091498282, "mask_rcnn/false_positive": 0.11973753498017771, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 28.0, "time": 0.7459468264132738, "total_loss": 1.4239994507515803} {"data_time": 0.016707291826605797, "eta_seconds": 9590.603601652198, "iteration": 257259, "loss_fcos_cls": 0.20325120422057807, "loss_fcos_ctr": 0.6140600200742483, "loss_fcos_loc": 0.16889695217832923, "loss_mask": 0.2525472017005086, "loss_maskiou": 0.0049851374606078025, "loss_sem_seg": 0.1903314481023699, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8864172116723137, "mask_rcnn/false_negative": 0.09176808374360199, "mask_rcnn/false_positive": 0.11895381693819866, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 30.0, "time": 0.7576871002092957, "total_loss": 1.4355443257663865} {"data_time": 0.014774950221180916, "eta_seconds": 9576.647199712694, "iteration": 257279, "loss_fcos_cls": 0.19851145334541798, "loss_fcos_ctr": 0.6150451619178057, "loss_fcos_loc": 0.1744717438123189, "loss_mask": 0.25406393967568874, "loss_maskiou": 0.004773695807671174, "loss_sem_seg": 0.18459953810088336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9050086552478134, "mask_rcnn/false_negative": 0.09283988954195155, "mask_rcnn/false_positive": 0.10216872996985994, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.0, "time": 0.7533948086202145, "total_loss": 1.4360444248086424} {"data_time": 0.014345788396894932, "eta_seconds": 9560.494179780595, "iteration": 257299, "loss_fcos_cls": 0.20191248098853976, "loss_fcos_ctr": 0.6156413657590747, "loss_fcos_loc": 0.17461445758817717, "loss_mask": 0.24900870025157928, "loss_maskiou": 0.004455518297618255, "loss_sem_seg": 0.18506731023080647, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978406266352694, "mask_rcnn/false_negative": 0.09733778405103471, "mask_rcnn/false_positive": 0.09947613182427428, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.75, "time": 0.7529767081141472, "total_loss": 1.4138580337312305} {"data_time": 0.01806879509240389, "eta_seconds": 9545.439468844794, "iteration": 257319, "loss_fcos_cls": 0.1966533458326012, "loss_fcos_ctr": 0.6168592860922217, "loss_fcos_loc": 0.16779110103379935, "loss_mask": 0.24631910864263773, "loss_maskiou": 0.004676968088460853, "loss_sem_seg": 0.1722801635041833, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8965248994177779, "mask_rcnn/false_negative": 0.08664200276026526, "mask_rcnn/false_positive": 0.12406531519721456, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 28.75, "time": 0.7450467385351658, "total_loss": 1.4170365325189778} {"data_time": 0.017097022384405136, "eta_seconds": 9526.410181808285, "iteration": 257339, "loss_fcos_cls": 0.1986878104507923, "loss_fcos_ctr": 0.6163667580112815, "loss_fcos_loc": 0.1692937936168164, "loss_mask": 0.24934902926906943, "loss_maskiou": 0.005243301602604333, "loss_sem_seg": 0.1771991583518684, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8890226695073634, "mask_rcnn/false_negative": 0.09227431361034044, "mask_rcnn/false_positive": 0.12778887641881642, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 28.25, "time": 0.7485735761001706, "total_loss": 1.4139248277406296} {"data_time": 0.015216863714158535, "eta_seconds": 9511.361749327742, "iteration": 257359, "loss_fcos_cls": 0.2002996017690748, "loss_fcos_ctr": 0.6177413342520595, "loss_fcos_loc": 0.1699298475869, "loss_mask": 0.24241337785497308, "loss_maskiou": 0.004730707307317061, "loss_sem_seg": 0.17323092790320516, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8988121163099386, "mask_rcnn/false_negative": 0.09517256241657027, "mask_rcnn/false_positive": 0.10975967880988874, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.7424020506441593, "total_loss": 1.4119582365347014} {"data_time": 0.01661615539342165, "eta_seconds": 9500.27533603739, "iteration": 257379, "loss_fcos_cls": 0.18981260107830167, "loss_fcos_ctr": 0.614113169722259, "loss_fcos_loc": 0.16545831295661628, "loss_mask": 0.24150858586654067, "loss_maskiou": 0.004241694572556298, "loss_sem_seg": 0.18009155127219856, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899472853050995, "mask_rcnn/false_negative": 0.08900569540121941, "mask_rcnn/false_positive": 0.11067236094512656, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 24.25, "time": 0.7511220220476389, "total_loss": 1.398269943667401} {"data_time": 0.016840795055031776, "eta_seconds": 9486.308573506773, "iteration": 257399, "loss_fcos_cls": 0.18392492293787654, "loss_fcos_ctr": 0.6184090403839946, "loss_fcos_loc": 0.17259013338480145, "loss_mask": 0.24707029480487108, "loss_maskiou": 0.0045050831395201385, "loss_sem_seg": 0.17778373160399497, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810629608986451, "mask_rcnn/false_negative": 0.10057706606577593, "mask_rcnn/false_positive": 0.14404497511270337, "roi_head/num_bg_samples": 68.25, "roi_head/num_fg_samples": 37.25, "time": 0.7441599769517779, "total_loss": 1.3937493041958078} {"data_time": 0.014095652848482132, "eta_seconds": 9469.783343400806, "iteration": 257419, "loss_fcos_cls": 0.1880744439549744, "loss_fcos_ctr": 0.6147034512832761, "loss_fcos_loc": 0.16313098999671638, "loss_mask": 0.24990480113774538, "loss_maskiou": 0.0040048309456324205, "loss_sem_seg": 0.1877947631292045, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859815354713314, "mask_rcnn/false_negative": 0.09819409166944092, "mask_rcnn/false_positive": 0.12255774901767089, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 26.25, "time": 0.7469723075628281, "total_loss": 1.4036881192296278} {"data_time": 0.016416432335972786, "eta_seconds": 9462.972220569849, "iteration": 257439, "loss_fcos_cls": 0.19220432033762336, "loss_fcos_ctr": 0.6134513635188341, "loss_fcos_loc": 0.15880738839041442, "loss_mask": 0.2493392378091812, "loss_maskiou": 0.004474136367207393, "loss_sem_seg": 0.17139562033116817, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866302306266303, "mask_rcnn/false_negative": 0.09314679891907843, "mask_rcnn/false_positive": 0.14209091934798646, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 38.0, "time": 0.7631908049806952, "total_loss": 1.4170526845700806} {"data_time": 0.015537138096988201, "eta_seconds": 9444.384691522457, "iteration": 257459, "loss_fcos_cls": 0.1851793493842706, "loss_fcos_ctr": 0.6158094424754381, "loss_fcos_loc": 0.1650212734239176, "loss_mask": 0.2360417302697897, "loss_maskiou": 0.003790125178056769, "loss_sem_seg": 0.1724376541096717, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8697728987731361, "mask_rcnn/false_negative": 0.11518005049206248, "mask_rcnn/false_positive": 0.12830281894990558, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 23.75, "time": 0.7419036747887731, "total_loss": 1.409964698181284} {"data_time": 0.01613650005310774, "eta_seconds": 9427.118397457525, "iteration": 257479, "loss_fcos_cls": 0.19771665264852345, "loss_fcos_ctr": 0.6141154123470187, "loss_fcos_loc": 0.16519959262222983, "loss_mask": 0.2534362473525107, "loss_maskiou": 0.004702131780504715, "loss_sem_seg": 0.19666397850960493, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8776347660276231, "mask_rcnn/false_negative": 0.0787681259462385, "mask_rcnn/false_positive": 0.1801462305387347, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 24.5, "time": 0.7551587596535683, "total_loss": 1.4313531107582094} {"data_time": 0.01566892582923174, "eta_seconds": 9410.701385633089, "iteration": 257499, "loss_fcos_cls": 0.20082705304957926, "loss_fcos_ctr": 0.6160062560811639, "loss_fcos_loc": 0.1701252830098383, "loss_mask": 0.2468222752213478, "loss_maskiou": 0.0042657106459955685, "loss_sem_seg": 0.18271019426174462, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911786697437596, "mask_rcnn/false_negative": 0.09193060787497245, "mask_rcnn/false_positive": 0.13078017869799854, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 34.5, "time": 0.7470264453440905, "total_loss": 1.4196639041474555} {"data_time": 0.016528398729860783, "eta_seconds": 9389.219915380701, "iteration": 257519, "loss_fcos_cls": 0.20248387614265084, "loss_fcos_ctr": 0.6157385325059295, "loss_fcos_loc": 0.16931758995633572, "loss_mask": 0.252482604701072, "loss_maskiou": 0.004270219920726959, "loss_sem_seg": 0.1787607022561133, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977293620150764, "mask_rcnn/false_negative": 0.10068240329978453, "mask_rcnn/false_positive": 0.13477315168491638, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 32.75, "time": 0.7478943103924394, "total_loss": 1.4204401601891732} {"data_time": 0.017656809650361538, "eta_seconds": 9379.458726819605, "iteration": 257539, "loss_fcos_cls": 0.18913229508325458, "loss_fcos_ctr": 0.6164118614979088, "loss_fcos_loc": 0.15621522394940257, "loss_mask": 0.2506916727870703, "loss_maskiou": 0.004291872632165905, "loss_sem_seg": 0.1725091077387333, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8876051536686103, "mask_rcnn/false_negative": 0.09794904254268325, "mask_rcnn/false_positive": 0.12757577700253742, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 26.25, "time": 0.7648164201527834, "total_loss": 1.3950036596070277} {"data_time": 0.016311505809426308, "eta_seconds": 9365.533632402308, "iteration": 257559, "loss_fcos_cls": 0.1834325911477208, "loss_fcos_ctr": 0.6139465644955635, "loss_fcos_loc": 0.17001627630088478, "loss_mask": 0.2541348650120199, "loss_maskiou": 0.004670048925618175, "loss_sem_seg": 0.17338607087731361, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9052366780045351, "mask_rcnn/false_negative": 0.06893545627417781, "mask_rcnn/false_positive": 0.11779937513127833, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 22.75, "time": 0.7528451820835471, "total_loss": 1.43386561475927} {"data_time": 0.017666256055235863, "eta_seconds": 9351.827938249335, "iteration": 257579, "loss_fcos_cls": 0.18952848098706454, "loss_fcos_ctr": 0.6134538035839796, "loss_fcos_loc": 0.16128079104237258, "loss_mask": 0.23403186677023768, "loss_maskiou": 0.004127173799133743, "loss_sem_seg": 0.19393288530409336, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891978769529789, "mask_rcnn/false_negative": 0.08973535448323705, "mask_rcnn/false_positive": 0.12700299389869152, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.25, "time": 0.7328822631388903, "total_loss": 1.4073268780994113} {"data_time": 0.016286971978843212, "eta_seconds": 9328.721279151738, "iteration": 257599, "loss_fcos_cls": 0.2050865888595581, "loss_fcos_ctr": 0.6129769166000187, "loss_fcos_loc": 0.16585702961310744, "loss_mask": 0.2473813989199698, "loss_maskiou": 0.004441080542164855, "loss_sem_seg": 0.17265467648394406, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9117245707806931, "mask_rcnn/false_negative": 0.07578985524521431, "mask_rcnn/false_positive": 0.11313687972282195, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 21.25, "time": 0.7426886428147554, "total_loss": 1.4049489239987452} {"data_time": 0.015585237182676792, "eta_seconds": 9303.21989409998, "iteration": 257619, "loss_fcos_cls": 0.19841979257762432, "loss_fcos_ctr": 0.6129782712087035, "loss_fcos_loc": 0.16648508876096457, "loss_mask": 0.23915560822933912, "loss_maskiou": 0.004296229482861236, "loss_sem_seg": 0.19316090364009142, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8906092878484254, "mask_rcnn/false_negative": 0.06926849800212243, "mask_rcnn/false_positive": 0.14596915009181605, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 31.5, "time": 0.731159333139658, "total_loss": 1.4081367407779908} {"data_time": 0.0161843653768301, "eta_seconds": 9282.836600126699, "iteration": 257639, "loss_fcos_cls": 0.19302216451615095, "loss_fcos_ctr": 0.6142438892275095, "loss_fcos_loc": 0.16539166448637843, "loss_mask": 0.2464753407984972, "loss_maskiou": 0.0039482998527091695, "loss_sem_seg": 0.17332073277793825, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8779883381924198, "mask_rcnn/false_negative": 0.10022112376986483, "mask_rcnn/false_positive": 0.14917147725971763, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 32.75, "time": 0.7588609103113413, "total_loss": 1.4183270608809835} {"data_time": 0.016157626174390316, "eta_seconds": 9270.137296197936, "iteration": 257659, "loss_fcos_cls": 0.202565792016685, "loss_fcos_ctr": 0.6164708770811558, "loss_fcos_loc": 0.16520173387834802, "loss_mask": 0.24605826381593943, "loss_maskiou": 0.004463046527234837, "loss_sem_seg": 0.1910108239389956, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883322539993699, "mask_rcnn/false_negative": 0.10307185380496724, "mask_rcnn/false_positive": 0.1174120838433755, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 26.0, "time": 0.7783861821517348, "total_loss": 1.4435995443782303} {"data_time": 0.01758948713541031, "eta_seconds": 9230.805812998675, "iteration": 257679, "loss_fcos_cls": 0.1976146458182484, "loss_fcos_ctr": 0.6179870450869203, "loss_fcos_loc": 0.16705530893523246, "loss_mask": 0.24269524589180946, "loss_maskiou": 0.003932028230337892, "loss_sem_seg": 0.1670645438716747, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8847987412177986, "mask_rcnn/false_negative": 0.10323165646865304, "mask_rcnn/false_positive": 0.13334648427892826, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 26.75, "time": 0.737901421263814, "total_loss": 1.4118582724913722} {"data_time": 0.01574945915490389, "eta_seconds": 9210.729960802943, "iteration": 257699, "loss_fcos_cls": 0.19080512644723058, "loss_fcos_ctr": 0.6145800920203328, "loss_fcos_loc": 0.16324745758902282, "loss_mask": 0.25586159713566303, "loss_maskiou": 0.00460938380274456, "loss_sem_seg": 0.196818885859102, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861287498158846, "mask_rcnn/false_negative": 0.09229434038421062, "mask_rcnn/false_positive": 0.1504545154966424, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.5, "time": 0.7454642420634627, "total_loss": 1.428678765296354} {"data_time": 0.017332243733108044, "eta_seconds": 9198.417997851036, "iteration": 257719, "loss_fcos_cls": 0.1961376041872427, "loss_fcos_ctr": 0.6133955325931311, "loss_fcos_loc": 0.16698995436308905, "loss_mask": 0.2490298505872488, "loss_maskiou": 0.003994364102254622, "loss_sem_seg": 0.20428146445192397, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942579263848396, "mask_rcnn/false_negative": 0.07667261141234005, "mask_rcnn/false_positive": 0.11994230691560065, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.75, "time": 0.7466215761378407, "total_loss": 1.4406938635584083} {"data_time": 0.016374822705984116, "eta_seconds": 9183.438080909662, "iteration": 257739, "loss_fcos_cls": 0.2058987565105781, "loss_fcos_ctr": 0.6175005761906505, "loss_fcos_loc": 0.1762562000658363, "loss_mask": 0.2583652939647436, "loss_maskiou": 0.004542611415672582, "loss_sem_seg": 0.18898298731073737, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883453381352541, "mask_rcnn/false_negative": 0.10317665614451364, "mask_rcnn/false_positive": 0.14282105332896883, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.5, "time": 0.7920369915664196, "total_loss": 1.4669848502198874} {"data_time": 0.015609345398843288, "eta_seconds": 9168.458163968287, "iteration": 257759, "loss_fcos_cls": 0.19290262809954584, "loss_fcos_ctr": 0.6167137082666159, "loss_fcos_loc": 0.1617240885971114, "loss_mask": 0.25732332468032837, "loss_maskiou": 0.004332740449171979, "loss_sem_seg": 0.18447430292144418, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.881879033664748, "mask_rcnn/false_negative": 0.11269989704189395, "mask_rcnn/false_positive": 0.12131622986824733, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.75, "time": 0.7497074408456683, "total_loss": 1.4187019026940106} {"data_time": 0.01625908724963665, "eta_seconds": 9156.788123076782, "iteration": 257779, "loss_fcos_cls": 0.20535596008994617, "loss_fcos_ctr": 0.6163271274417639, "loss_fcos_loc": 0.17056077776942402, "loss_mask": 0.25184351205825806, "loss_maskiou": 0.004830707213841379, "loss_sem_seg": 0.19748010602779686, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8842722965809701, "mask_rcnn/false_negative": 0.09732420546889399, "mask_rcnn/false_positive": 0.14335516510578838, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.75, "time": 0.7539318082854152, "total_loss": 1.4460122949676588} {"data_time": 0.016656101681292057, "eta_seconds": 9145.699207741767, "iteration": 257799, "loss_fcos_cls": 0.19897069327998906, "loss_fcos_ctr": 0.6149977562017739, "loss_fcos_loc": 0.16800516133662313, "loss_mask": 0.24294183682650328, "loss_maskiou": 0.004532563259999733, "loss_sem_seg": 0.18174393754452467, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8833970569175398, "mask_rcnn/false_negative": 0.11347240317052504, "mask_rcnn/false_positive": 0.11746949823335026, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.25, "time": 0.7647407837212086, "total_loss": 1.440045271483541} {"data_time": 0.018184693530201912, "eta_seconds": 9126.817455789074, "iteration": 257819, "loss_fcos_cls": 0.1911875157384202, "loss_fcos_ctr": 0.6170639351475984, "loss_fcos_loc": 0.1669917166000232, "loss_mask": 0.24846898997202516, "loss_maskiou": 0.00463711010706902, "loss_sem_seg": 0.16664309008046985, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888881316427055, "mask_rcnn/false_negative": 0.08647782704468257, "mask_rcnn/false_positive": 0.1318495065492633, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 27.25, "time": 0.7544952081516385, "total_loss": 1.4097912596516835} {"data_time": 0.015064802952110767, "eta_seconds": 9104.125608034432, "iteration": 257839, "loss_fcos_cls": 0.19453184923622757, "loss_fcos_ctr": 0.6125964955426753, "loss_fcos_loc": 0.1613786956295371, "loss_mask": 0.24526238348335028, "loss_maskiou": 0.004303457601054106, "loss_sem_seg": 0.17084652895573527, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9116678814382897, "mask_rcnn/false_negative": 0.08116268438349283, "mask_rcnn/false_positive": 0.0906988257465678, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 20.75, "time": 0.739909116178751, "total_loss": 1.4065881555216038} {"data_time": 0.015317793935537338, "eta_seconds": 9088.143917748705, "iteration": 257859, "loss_fcos_cls": 0.20810697483830154, "loss_fcos_ctr": 0.6166351055726409, "loss_fcos_loc": 0.1716147514525801, "loss_mask": 0.2397586451843381, "loss_maskiou": 0.004210552622680552, "loss_sem_seg": 0.17906086693983525, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9102586143152913, "mask_rcnn/false_negative": 0.08514621318064738, "mask_rcnn/false_positive": 0.10015437868577107, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 20.25, "time": 0.7464907262474298, "total_loss": 1.4165161939963582} {"data_time": 0.016256308183073997, "eta_seconds": 9070.870505550876, "iteration": 257879, "loss_fcos_cls": 0.18659014150034636, "loss_fcos_ctr": 0.614737257361412, "loss_fcos_loc": 0.1674857243488077, "loss_mask": 0.256969147361815, "loss_maskiou": 0.004722371761090471, "loss_sem_seg": 0.1725021656602621, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8722361871577899, "mask_rcnn/false_negative": 0.1153798328339184, "mask_rcnn/false_positive": 0.1512509211853948, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.75, "time": 0.733045763336122, "total_loss": 1.4365383696713252} {"data_time": 0.016826501116156578, "eta_seconds": 9057.094178726897, "iteration": 257899, "loss_fcos_cls": 0.19532482244540006, "loss_fcos_ctr": 0.6143245231360197, "loss_fcos_loc": 0.17595874617109075, "loss_mask": 0.26459722639992833, "loss_maskiou": 0.004415254996274598, "loss_sem_seg": 0.18680493021383882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8727524608648836, "mask_rcnn/false_negative": 0.10101638732198284, "mask_rcnn/false_positive": 0.14947943327137458, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 23.0, "time": 0.7618866804987192, "total_loss": 1.453810440005327} {"data_time": 0.017318854108452797, "eta_seconds": 9044.15843864344, "iteration": 257919, "loss_fcos_cls": 0.2000945796025917, "loss_fcos_ctr": 0.6166472304612398, "loss_fcos_loc": 0.168304119608365, "loss_mask": 0.24755341932177544, "loss_maskiou": 0.004302762892621104, "loss_sem_seg": 0.19346138229593635, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8910220539828835, "mask_rcnn/false_negative": 0.09992626613870896, "mask_rcnn/false_positive": 0.12899365322232526, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 28.5, "time": 0.7491060253232718, "total_loss": 1.4199576358587365} {"data_time": 0.014930629171431065, "eta_seconds": 9036.905453925952, "iteration": 257939, "loss_fcos_cls": 0.2018792739836499, "loss_fcos_ctr": 0.6145289102569222, "loss_fcos_loc": 0.17306667170487344, "loss_mask": 0.24906541965901852, "loss_maskiou": 0.004489727420150302, "loss_sem_seg": 0.1803518203087151, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880315787517192, "mask_rcnn/false_negative": 0.08476033430896787, "mask_rcnn/false_positive": 0.12699603973285023, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.0, "time": 0.7651380049064755, "total_loss": 1.4342385438376368} {"data_time": 0.01742339599877596, "eta_seconds": 9022.494403258897, "iteration": 257959, "loss_fcos_cls": 0.18294408393558115, "loss_fcos_ctr": 0.6133482186123729, "loss_fcos_loc": 0.15944514074362814, "loss_mask": 0.25213128980249166, "loss_maskiou": 0.004830596619285643, "loss_sem_seg": 0.19613699219189584, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985921436243671, "mask_rcnn/false_negative": 0.057930288744482084, "mask_rcnn/false_positive": 0.12051390551607657, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 24.5, "time": 0.7370020197704434, "total_loss": 1.4019408704225498} {"data_time": 0.015793638303875923, "eta_seconds": 9023.983812360093, "iteration": 257979, "loss_fcos_cls": 0.19100692577194422, "loss_fcos_ctr": 0.6171403201296926, "loss_fcos_loc": 0.17986826039850712, "loss_mask": 0.2649293541908264, "loss_maskiou": 0.004447871044249041, "loss_sem_seg": 0.16366606368683279, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8809886988668811, "mask_rcnn/false_negative": 0.08919799114092533, "mask_rcnn/false_positive": 0.15593646044300297, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 22.5, "time": 0.753801922313869, "total_loss": 1.4227006547444034} {"data_time": 0.01611653808504343, "eta_seconds": 9008.970113312826, "iteration": 257999, "loss_fcos_cls": 0.1991968093207106, "loss_fcos_ctr": 0.6146347727626562, "loss_fcos_loc": 0.16972276906017214, "loss_mask": 0.25824605394154787, "loss_maskiou": 0.004834956853301264, "loss_sem_seg": 0.1821094653569162, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8790726547435714, "mask_rcnn/false_negative": 0.100017894019931, "mask_rcnn/false_positive": 0.1391367581998454, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 33.5, "time": 0.7571872072294354, "total_loss": 1.4466332838201197} {"data_time": 0.015546920709311962, "eta_seconds": 8993.956414265558, "iteration": 258019, "loss_fcos_cls": 0.19250194256892428, "loss_fcos_ctr": 0.6154628405347466, "loss_fcos_loc": 0.16702377022011206, "loss_mask": 0.2564311739988625, "loss_maskiou": 0.004571068486256991, "loss_sem_seg": 0.18591473810374737, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8689868804664723, "mask_rcnn/false_negative": 0.11974620055816389, "mask_rcnn/false_positive": 0.13692789023242385, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.0, "time": 0.7755133872851729, "total_loss": 1.4108602230116958} {"data_time": 0.017845168709754944, "eta_seconds": 8970.385703318752, "iteration": 258039, "loss_fcos_cls": 0.20144178759073839, "loss_fcos_ctr": 0.6152206999249756, "loss_fcos_loc": 0.16519378655357286, "loss_mask": 0.24437384819611907, "loss_maskiou": 0.004142959243836231, "loss_sem_seg": 0.18011406809091568, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8727077502803895, "mask_rcnn/false_negative": 0.08810974702357223, "mask_rcnn/false_positive": 0.15502923561011994, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 27.5, "time": 0.746969873085618, "total_loss": 1.4022353682503308} {"data_time": 0.016718124970793724, "eta_seconds": 8965.17811822705, "iteration": 258059, "loss_fcos_cls": 0.1986121607478708, "loss_fcos_ctr": 0.6137364255264401, "loss_fcos_loc": 0.1646049217088148, "loss_mask": 0.24776002019643784, "loss_maskiou": 0.004377907913294621, "loss_sem_seg": 0.17970569501630962, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866619674185463, "mask_rcnn/false_negative": 0.10342667980495121, "mask_rcnn/false_positive": 0.1294563063111282, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 27.5, "time": 0.7685184106230736, "total_loss": 1.4335888491259539} {"data_time": 0.015255052596330643, "eta_seconds": 8948.915317123756, "iteration": 258079, "loss_fcos_cls": 0.19458856899291277, "loss_fcos_ctr": 0.6140972878783941, "loss_fcos_loc": 0.17151209397707134, "loss_mask": 0.2585939560085535, "loss_maskiou": 0.004794371765456162, "loss_sem_seg": 0.1886458166409284, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923039433483766, "mask_rcnn/false_negative": 0.08639021543222827, "mask_rcnn/false_positive": 0.12912744639263724, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 34.25, "time": 0.7459954796358943, "total_loss": 1.3988847464624996} {"data_time": 0.016150858253240585, "eta_seconds": 8935.415204046294, "iteration": 258099, "loss_fcos_cls": 0.19651203730609268, "loss_fcos_ctr": 0.6165557904168963, "loss_fcos_loc": 0.1657765427371487, "loss_mask": 0.25512408185750246, "loss_maskiou": 0.004462906072149053, "loss_sem_seg": 0.1762266990263015, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9068250898038133, "mask_rcnn/false_negative": 0.08373119758357725, "mask_rcnn/false_positive": 0.11881676275933803, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 28.0, "time": 0.7420025439932942, "total_loss": 1.4181985295581399} {"data_time": 0.0171547532081604, "eta_seconds": 8917.592368409969, "iteration": 258119, "loss_fcos_cls": 0.18457565340213478, "loss_fcos_ctr": 0.6108920611441135, "loss_fcos_loc": 0.15304876444861293, "loss_mask": 0.23206054139882326, "loss_maskiou": 0.003956750639190432, "loss_sem_seg": 0.18929606582969427, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895861801242236, "mask_rcnn/false_negative": 0.09697921230606507, "mask_rcnn/false_positive": 0.1149372086879583, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 30.5, "time": 0.7420131117105484, "total_loss": 1.3812236908706836} {"data_time": 0.01591943670064211, "eta_seconds": 8905.114953545853, "iteration": 258139, "loss_fcos_cls": 0.1986725910101086, "loss_fcos_ctr": 0.6143696969375014, "loss_fcos_loc": 0.16798149945680052, "loss_mask": 0.2537336330860853, "loss_maskiou": 0.004258759945514612, "loss_sem_seg": 0.19592761318199337, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895511583011583, "mask_rcnn/false_negative": 0.09975975121129785, "mask_rcnn/false_positive": 0.1313400858615276, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 26.5, "time": 0.7707195486873388, "total_loss": 1.4394686885498231} {"data_time": 0.014745441265404224, "eta_seconds": 8892.369188960642, "iteration": 258159, "loss_fcos_cls": 0.19235899415798485, "loss_fcos_ctr": 0.6158442981541157, "loss_fcos_loc": 0.1637123500695452, "loss_mask": 0.2523555736988783, "loss_maskiou": 0.004524427684373222, "loss_sem_seg": 0.1924895578995347, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923580088717515, "mask_rcnn/false_negative": 0.10261976654324678, "mask_rcnn/false_positive": 0.11639622224205753, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 29.25, "time": 0.7543691247701645, "total_loss": 1.4165349027389311} {"data_time": 0.015894061885774136, "eta_seconds": 8875.083371205255, "iteration": 258179, "loss_fcos_cls": 0.19305218453519046, "loss_fcos_ctr": 0.6151106087490916, "loss_fcos_loc": 0.1709041721187532, "loss_mask": 0.25084270164370537, "loss_maskiou": 0.004242400947987335, "loss_sem_seg": 0.18234241707250476, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8793579931972789, "mask_rcnn/false_negative": 0.11142510634967895, "mask_rcnn/false_positive": 0.1108847281013977, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.75, "time": 0.731491562910378, "total_loss": 1.4051816113642417} {"data_time": 0.018469334580004215, "eta_seconds": 8854.77722975891, "iteration": 258199, "loss_fcos_cls": 0.19807106512598693, "loss_fcos_ctr": 0.6166892293840647, "loss_fcos_loc": 0.16788233385886997, "loss_mask": 0.24669308215379715, "loss_maskiou": 0.005033056524553103, "loss_sem_seg": 0.1966207935474813, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941659272404614, "mask_rcnn/false_negative": 0.0950511450548321, "mask_rcnn/false_positive": 0.10140533139241983, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 25.0, "time": 0.7434875248000026, "total_loss": 1.431886334255978} {"data_time": 0.016186753287911415, "eta_seconds": 8831.627041021362, "iteration": 258219, "loss_fcos_cls": 0.18651485163718462, "loss_fcos_ctr": 0.615440116263926, "loss_fcos_loc": 0.16210508497897536, "loss_mask": 0.25568469427525997, "loss_maskiou": 0.0041265773616032675, "loss_sem_seg": 0.18761224206537008, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8782361239950526, "mask_rcnn/false_negative": 0.10263523632568274, "mask_rcnn/false_positive": 0.13876763677498263, "roi_head/num_bg_samples": 69.5, "roi_head/num_fg_samples": 29.75, "time": 0.7445032885298133, "total_loss": 1.420671646905248} {"data_time": 0.01740021724253893, "eta_seconds": 8816.634040357545, "iteration": 258239, "loss_fcos_cls": 0.19640293449629098, "loss_fcos_ctr": 0.6137295495718718, "loss_fcos_loc": 0.16705914423801005, "loss_mask": 0.2694720858708024, "loss_maskiou": 0.004626220514182933, "loss_sem_seg": 0.205288702622056, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8776931801045542, "mask_rcnn/false_negative": 0.10087048162467827, "mask_rcnn/false_positive": 0.1321537602202557, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.5, "time": 0.7500228555873036, "total_loss": 1.4320017770660343} {"data_time": 0.017564358189702034, "eta_seconds": 8799.931460534222, "iteration": 258259, "loss_fcos_cls": 0.21207308117300272, "loss_fcos_ctr": 0.6173856286332011, "loss_fcos_loc": 0.16685148410033435, "loss_mask": 0.2600873336195946, "loss_maskiou": 0.004512768973654602, "loss_sem_seg": 0.18321386515162885, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.893435796623089, "mask_rcnn/false_negative": 0.0874846249832252, "mask_rcnn/false_positive": 0.13187259855085082, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.5, "time": 0.7588745867833495, "total_loss": 1.3983936173790426} {"data_time": 0.017991211265325546, "eta_seconds": 8789.926090660505, "iteration": 258279, "loss_fcos_cls": 0.19839794968720526, "loss_fcos_ctr": 0.6127662342041731, "loss_fcos_loc": 0.17127305129542947, "loss_mask": 0.25218889489769936, "loss_maskiou": 0.004157517301791813, "loss_sem_seg": 0.19148703757673502, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891810570381999, "mask_rcnn/false_negative": 0.09228693395430027, "mask_rcnn/false_positive": 0.12868421543077335, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 32.75, "time": 0.7634927378967404, "total_loss": 1.4384278821235057} {"data_time": 0.016902425326406956, "eta_seconds": 8774.927496529184, "iteration": 258299, "loss_fcos_cls": 0.19043903658166528, "loss_fcos_ctr": 0.617703802883625, "loss_fcos_loc": 0.1640508123964537, "loss_mask": 0.2534054759889841, "loss_maskiou": 0.004552710415737238, "loss_sem_seg": 0.18324429099448025, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8821674222352751, "mask_rcnn/false_negative": 0.11599061909659428, "mask_rcnn/false_positive": 0.11818740408162322, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 30.75, "time": 0.7591859707608819, "total_loss": 1.4133097244812234} {"data_time": 0.01676823105663061, "eta_seconds": 8767.477186718024, "iteration": 258319, "loss_fcos_cls": 0.19113524723798037, "loss_fcos_ctr": 0.6168090058490634, "loss_fcos_loc": 0.17358509870246053, "loss_mask": 0.2527397838421166, "loss_maskiou": 0.004316638718592003, "loss_sem_seg": 0.1877510822378099, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867261863160136, "mask_rcnn/false_negative": 0.10035146821107627, "mask_rcnn/false_positive": 0.11836906847890667, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 31.5, "time": 0.7568463059142232, "total_loss": 1.4249431215794175} {"data_time": 0.015604261308908463, "eta_seconds": 8749.729453115724, "iteration": 258339, "loss_fcos_cls": 0.194760340731591, "loss_fcos_ctr": 0.6157174706459045, "loss_fcos_loc": 0.17089749115984887, "loss_mask": 0.2523262733593583, "loss_maskiou": 0.004471794305572985, "loss_sem_seg": 0.1900909235700965, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8855609862479474, "mask_rcnn/false_negative": 0.10845841914074644, "mask_rcnn/false_positive": 0.11259750861897827, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.25, "time": 0.7464452609419823, "total_loss": 1.4380105863274366} {"data_time": 0.01707497239112854, "eta_seconds": 8734.722627880983, "iteration": 258359, "loss_fcos_cls": 0.20764674490783364, "loss_fcos_ctr": 0.6173402718268335, "loss_fcos_loc": 0.17444467009045184, "loss_mask": 0.25999578973278403, "loss_maskiou": 0.004522509734670166, "loss_sem_seg": 0.2034099450102076, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8762010388011003, "mask_rcnn/false_negative": 0.09520373706158608, "mask_rcnn/false_positive": 0.14102603866138005, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 35.5, "time": 0.7408440513536334, "total_loss": 1.4700990530091076} {"data_time": 0.017237556166946888, "eta_seconds": 8713.116149966605, "iteration": 258379, "loss_fcos_cls": 0.187833939678967, "loss_fcos_ctr": 0.6121042035520077, "loss_fcos_loc": 0.1652022849302739, "loss_mask": 0.24890734534710646, "loss_maskiou": 0.004153722897171974, "loss_sem_seg": 0.1726388344541192, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989884900087145, "mask_rcnn/false_negative": 0.08652770732584052, "mask_rcnn/false_positive": 0.12224832265760713, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 28.25, "time": 0.7413566466420889, "total_loss": 1.3913235209620325} {"data_time": 0.015551869757473469, "eta_seconds": 8696.69003504701, "iteration": 258399, "loss_fcos_cls": 0.19819052098318934, "loss_fcos_ctr": 0.6150911971926689, "loss_fcos_loc": 0.173518777359277, "loss_mask": 0.2418807102367282, "loss_maskiou": 0.004498352944210637, "loss_sem_seg": 0.18030241667293012, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8996320002160266, "mask_rcnn/false_negative": 0.08930005190929755, "mask_rcnn/false_positive": 0.09483287265622573, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 21.5, "time": 0.7338458681479096, "total_loss": 1.414724343616399} {"data_time": 0.017308848910033703, "eta_seconds": 8686.625859228894, "iteration": 258419, "loss_fcos_cls": 0.20034943392965943, "loss_fcos_ctr": 0.6155719184316695, "loss_fcos_loc": 0.17737385933287442, "loss_mask": 0.2505357158370316, "loss_maskiou": 0.004369150505226571, "loss_sem_seg": 0.1893313005566597, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8807652213709405, "mask_rcnn/false_negative": 0.08708130744993092, "mask_rcnn/false_positive": 0.12398143373993167, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 27.25, "time": 0.762499250471592, "total_loss": 1.409679192227486} {"data_time": 0.016949357464909554, "eta_seconds": 8671.624346649274, "iteration": 258439, "loss_fcos_cls": 0.1958679158706218, "loss_fcos_ctr": 0.6186515707522631, "loss_fcos_loc": 0.1766437131445855, "loss_mask": 0.269968269392848, "loss_maskiou": 0.005113706756674219, "loss_sem_seg": 0.18497213447699323, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8989519557823129, "mask_rcnn/false_negative": 0.09362125153499917, "mask_rcnn/false_positive": 0.10428088539454342, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 31.5, "time": 0.7625284008681774, "total_loss": 1.4669467154344602} {"data_time": 0.01638332847505808, "eta_seconds": 8658.668027699925, "iteration": 258459, "loss_fcos_cls": 0.1884160788031295, "loss_fcos_ctr": 0.6147863799706101, "loss_fcos_loc": 0.16823885322082788, "loss_mask": 0.24947132356464863, "loss_maskiou": 0.004552402617264306, "loss_sem_seg": 0.17321201064623892, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908236151603499, "mask_rcnn/false_negative": 0.09464018865057794, "mask_rcnn/false_positive": 0.12600698462040727, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 23.5, "time": 0.7513528550043702, "total_loss": 1.4034731335668766} {"data_time": 0.01914739515632391, "eta_seconds": 8639.940149347298, "iteration": 258479, "loss_fcos_cls": 0.18984756234567612, "loss_fcos_ctr": 0.612469888292253, "loss_fcos_loc": 0.16108576930128038, "loss_mask": 0.2532613417133689, "loss_maskiou": 0.004158809293585364, "loss_sem_seg": 0.19394400715827942, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901377416045784, "mask_rcnn/false_negative": 0.0764279823770822, "mask_rcnn/false_positive": 0.16104606314891476, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.25, "time": 0.7340049277991056, "total_loss": 1.4139228596177418} {"data_time": 0.015486176125705242, "eta_seconds": 8626.619808910415, "iteration": 258499, "loss_fcos_cls": 0.2011535596102476, "loss_fcos_ctr": 0.615465808659792, "loss_fcos_loc": 0.1675620489695575, "loss_mask": 0.24459292832762003, "loss_maskiou": 0.004528646473772824, "loss_sem_seg": 0.17065711948089302, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8920245231805382, "mask_rcnn/false_negative": 0.0953253648261182, "mask_rcnn/false_positive": 0.11810367192109514, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 25.0, "time": 0.7568495217710733, "total_loss": 1.398458677362214} {"data_time": 0.016536648385226727, "eta_seconds": 8616.245225351304, "iteration": 258519, "loss_fcos_cls": 0.19759319769218564, "loss_fcos_ctr": 0.6172309061512351, "loss_fcos_loc": 0.1683441554196179, "loss_mask": 0.2485098447650671, "loss_maskiou": 0.0038738362709409557, "loss_sem_seg": 0.18714693584479392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8837439027808925, "mask_rcnn/false_negative": 0.09521405378731225, "mask_rcnn/false_positive": 0.14518106560667837, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 30.0, "time": 0.751081726513803, "total_loss": 1.4279503744837712} {"data_time": 0.014631269499659538, "eta_seconds": 8602.350486856885, "iteration": 258539, "loss_fcos_cls": 0.1966222757473588, "loss_fcos_ctr": 0.6151294969022274, "loss_fcos_loc": 0.16254078422207385, "loss_mask": 0.2586935553699732, "loss_maskiou": 0.004884302259597462, "loss_sem_seg": 0.17900450294837356, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875172092646582, "mask_rcnn/false_negative": 0.107975035183934, "mask_rcnn/false_positive": 0.10476126086798174, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 33.75, "time": 0.7638733983039856, "total_loss": 1.4276452513258846} {"data_time": 0.01682784128934145, "eta_seconds": 8587.33896868769, "iteration": 258559, "loss_fcos_cls": 0.19947636127471924, "loss_fcos_ctr": 0.6148932809010148, "loss_fcos_loc": 0.16378663945943117, "loss_mask": 0.26166299171745777, "loss_maskiou": 0.004378614103188738, "loss_sem_seg": 0.1869841389125213, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008447457930541, "mask_rcnn/false_negative": 0.07647768604984775, "mask_rcnn/false_positive": 0.11973329899242019, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 23.25, "time": 0.7551496820524335, "total_loss": 1.4158593559768633} {"data_time": 0.01768182124942541, "eta_seconds": 8581.209700318985, "iteration": 258579, "loss_fcos_cls": 0.19759073189925402, "loss_fcos_ctr": 0.6149887777864933, "loss_fcos_loc": 0.1695409122039564, "loss_mask": 0.24605010682716966, "loss_maskiou": 0.0041314758054795675, "loss_sem_seg": 0.18217767123132944, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938095238095238, "mask_rcnn/false_negative": 0.09341051425086391, "mask_rcnn/false_positive": 0.12800753712426022, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 30.5, "time": 0.7572394264861941, "total_loss": 1.3926450889348416} {"data_time": 0.016322217881679535, "eta_seconds": 8570.887010976672, "iteration": 258599, "loss_fcos_cls": 0.1976412719086511, "loss_fcos_ctr": 0.6117898682132363, "loss_fcos_loc": 0.16310465289279819, "loss_mask": 0.24493075907230377, "loss_maskiou": 0.004038110462715849, "loss_sem_seg": 0.16705297271255404, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8818052220888355, "mask_rcnn/false_negative": 0.09846217352288279, "mask_rcnn/false_positive": 0.14244105930295145, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 36.75, "time": 0.7494374634698033, "total_loss": 1.4078954957949463} {"data_time": 0.015753979794681072, "eta_seconds": 8562.048212025315, "iteration": 258619, "loss_fcos_cls": 0.2056174403987825, "loss_fcos_ctr": 0.617190754506737, "loss_fcos_loc": 0.1689117638161406, "loss_mask": 0.25408143270760775, "loss_maskiou": 0.004318855761084706, "loss_sem_seg": 0.17032227932941169, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8995772334163022, "mask_rcnn/false_negative": 0.0854949347134202, "mask_rcnn/false_positive": 0.10849549986880319, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 26.5, "time": 0.7605857932940125, "total_loss": 1.4348680091934511} {"data_time": 0.017344219610095024, "eta_seconds": 8541.9333078973, "iteration": 258639, "loss_fcos_cls": 0.2010702503612265, "loss_fcos_ctr": 0.6145011326298118, "loss_fcos_loc": 0.16788180958246812, "loss_mask": 0.2516738739795983, "loss_maskiou": 0.004500437347815023, "loss_sem_seg": 0.184819292742759, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8781240648752169, "mask_rcnn/false_negative": 0.10813474289781494, "mask_rcnn/false_positive": 0.13330855872951614, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 28.25, "time": 0.7301403349265456, "total_loss": 1.4155602528044255} {"data_time": 0.016219863668084145, "eta_seconds": 8526.247839871794, "iteration": 258659, "loss_fcos_cls": 0.19727779529057443, "loss_fcos_ctr": 0.6149335005320609, "loss_fcos_loc": 0.16447677626274526, "loss_mask": 0.2433591433800757, "loss_maskiou": 0.004251409089192748, "loss_sem_seg": 0.1839013434946537, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9056270591860438, "mask_rcnn/false_negative": 0.08359806477162372, "mask_rcnn/false_positive": 0.1157109566860366, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 24.5, "time": 0.7562308451160789, "total_loss": 1.4138112113796524} {"data_time": 0.0181901752948761, "eta_seconds": 8514.717891370878, "iteration": 258679, "loss_fcos_cls": 0.18819851847365499, "loss_fcos_ctr": 0.614068460650742, "loss_fcos_loc": 0.16234843200072646, "loss_mask": 0.23643105383962393, "loss_maskiou": 0.0042223907039442565, "loss_sem_seg": 0.17877266090363264, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9068114703364338, "mask_rcnn/false_negative": 0.08434232959331124, "mask_rcnn/false_positive": 0.11162007364515528, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 23.25, "time": 0.7544308472424746, "total_loss": 1.3972444206465298} {"data_time": 0.01858888939023018, "eta_seconds": 8498.042930183932, "iteration": 258699, "loss_fcos_cls": 0.20186551078222692, "loss_fcos_ctr": 0.6174732409417629, "loss_fcos_loc": 0.17088717769365758, "loss_mask": 0.25079880841076374, "loss_maskiou": 0.004353137293946929, "loss_sem_seg": 0.18757799919694662, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845759506015687, "mask_rcnn/false_negative": 0.10753502178182518, "mask_rcnn/false_positive": 0.12811673819931266, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 34.75, "time": 0.7361013861373067, "total_loss": 1.4348895524672116} {"data_time": 0.015517529100179672, "eta_seconds": 8481.7841428034, "iteration": 258719, "loss_fcos_cls": 0.19341758417431265, "loss_fcos_ctr": 0.6152511211112142, "loss_fcos_loc": 0.16936598508618772, "loss_mask": 0.23761644214391708, "loss_maskiou": 0.00428310853021685, "loss_sem_seg": 0.17180758202448487, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8897901296668902, "mask_rcnn/false_negative": 0.10275724272927642, "mask_rcnn/false_positive": 0.13092150138602518, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 31.0, "time": 0.7384685771539807, "total_loss": 1.4193317344324896} {"data_time": 0.01635953038930893, "eta_seconds": 8465.639736041427, "iteration": 258739, "loss_fcos_cls": 0.20890542131382972, "loss_fcos_ctr": 0.6166764153167605, "loss_fcos_loc": 0.17076888924930245, "loss_mask": 0.24636175762861967, "loss_maskiou": 0.004520764086919371, "loss_sem_seg": 0.1923686545342207, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890635063586078, "mask_rcnn/false_negative": 0.08827708953151799, "mask_rcnn/false_positive": 0.13056424778427084, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.5, "time": 0.7472146451473236, "total_loss": 1.4478778111842985} {"data_time": 0.01664305292069912, "eta_seconds": 8451.067098844796, "iteration": 258759, "loss_fcos_cls": 0.1900549492565915, "loss_fcos_ctr": 0.6147125717252493, "loss_fcos_loc": 0.16552575561217964, "loss_mask": 0.2517931987531483, "loss_maskiou": 0.0040846267984306905, "loss_sem_seg": 0.1910310636740178, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830444109461967, "mask_rcnn/false_negative": 0.09232657982935139, "mask_rcnn/false_positive": 0.149733113081417, "roi_head/num_bg_samples": 71.25, "roi_head/num_fg_samples": 24.0, "time": 0.7478372566401958, "total_loss": 1.4050743401967338} {"data_time": 0.016239800490438938, "eta_seconds": 8436.030950639397, "iteration": 258779, "loss_fcos_cls": 0.1984507308807224, "loss_fcos_ctr": 0.6148649826645851, "loss_fcos_loc": 0.1655796878039837, "loss_mask": 0.23240747675299644, "loss_maskiou": 0.0040070254071906675, "loss_sem_seg": 0.16596833360381424, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9201648178210677, "mask_rcnn/false_negative": 0.07930056211428081, "mask_rcnn/false_positive": 0.08833058925561427, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.75, "time": 0.7499334076419473, "total_loss": 1.3853971095377347} {"data_time": 0.016092708334326744, "eta_seconds": 8423.927530827932, "iteration": 258799, "loss_fcos_cls": 0.19127423781901598, "loss_fcos_ctr": 0.6133428048342466, "loss_fcos_loc": 0.1596677986672148, "loss_mask": 0.2521375142969191, "loss_maskiou": 0.0038849811026011594, "loss_sem_seg": 0.20023763505741954, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901708611363116, "mask_rcnn/false_negative": 0.07735226410652157, "mask_rcnn/false_positive": 0.12494521015019272, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.5, "time": 0.7561135943979025, "total_loss": 1.4290403437189525} {"data_time": 0.017283675260841846, "eta_seconds": 8405.49843607843, "iteration": 258819, "loss_fcos_cls": 0.1906493486603722, "loss_fcos_ctr": 0.614946243353188, "loss_fcos_loc": 0.16353872837498784, "loss_mask": 0.23951755044981837, "loss_maskiou": 0.0042246712182532065, "loss_sem_seg": 0.17954363184981048, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8887244300530517, "mask_rcnn/false_negative": 0.09968520220142146, "mask_rcnn/false_positive": 0.12454343842237266, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 27.75, "time": 0.7203250452876091, "total_loss": 1.401653591718059} {"data_time": 0.015369215980172157, "eta_seconds": 8393.844761322252, "iteration": 258839, "loss_fcos_cls": 0.20380827726330608, "loss_fcos_ctr": 0.6149525544606149, "loss_fcos_loc": 0.16808697424130514, "loss_mask": 0.25561369536444545, "loss_maskiou": 0.005284389182634186, "loss_sem_seg": 0.17077431711368263, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8657531534881159, "mask_rcnn/false_negative": 0.08427150181933671, "mask_rcnn/false_positive": 0.135572686112215, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.75, "time": 0.7650429019704461, "total_loss": 1.4339120050062775} {"data_time": 0.015304861590266228, "eta_seconds": 8379.752498426475, "iteration": 258859, "loss_fcos_cls": 0.20011332829017192, "loss_fcos_ctr": 0.6123854881152511, "loss_fcos_loc": 0.1637064924580045, "loss_mask": 0.252410099375993, "loss_maskiou": 0.004611853866663296, "loss_sem_seg": 0.17721587885171175, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880329551175309, "mask_rcnn/false_negative": 0.09392975094397395, "mask_rcnn/false_positive": 0.12540659169208934, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 28.0, "time": 0.7655574809759855, "total_loss": 1.4149255308584543} {"data_time": 0.01638550218194723, "eta_seconds": 8367.664702800103, "iteration": 258879, "loss_fcos_cls": 0.19070590799674392, "loss_fcos_ctr": 0.6122771231457591, "loss_fcos_loc": 0.16324169212020934, "loss_mask": 0.2521866485476494, "loss_maskiou": 0.0045462481648428366, "loss_sem_seg": 0.17494686809368432, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.886822502567276, "mask_rcnn/false_negative": 0.0991301829656462, "mask_rcnn/false_positive": 0.11402640016689876, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.5, "time": 0.761095805093646, "total_loss": 1.4232159940729616} {"data_time": 0.017951156944036484, "eta_seconds": 8352.616299414076, "iteration": 258899, "loss_fcos_cls": 0.19185954029671848, "loss_fcos_ctr": 0.616053847130388, "loss_fcos_loc": 0.17404332756996155, "loss_mask": 0.24684881884604692, "loss_maskiou": 0.00490411512873834, "loss_sem_seg": 0.18321350298356265, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9012564981498717, "mask_rcnn/false_negative": 0.07912790517936277, "mask_rcnn/false_positive": 0.1267890822205681, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.0, "time": 0.7569924481213093, "total_loss": 1.4380588643762167} {"data_time": 0.01678385864943266, "eta_seconds": 8340.047891731374, "iteration": 258919, "loss_fcos_cls": 0.19313142856117338, "loss_fcos_ctr": 0.6131276581436396, "loss_fcos_loc": 0.15631236479384825, "loss_mask": 0.24592503812164068, "loss_maskiou": 0.005311480941600166, "loss_sem_seg": 0.1571349436417222, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9074272531979299, "mask_rcnn/false_negative": 0.08035290749305071, "mask_rcnn/false_positive": 0.09401432335179315, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 25.75, "time": 0.7590413363650441, "total_loss": 1.3546858662739396} {"data_time": 0.015109192579984665, "eta_seconds": 8324.281097140163, "iteration": 258939, "loss_fcos_cls": 0.19462773413397372, "loss_fcos_ctr": 0.6162221878767014, "loss_fcos_loc": 0.16330713196657598, "loss_mask": 0.2468633744865656, "loss_maskiou": 0.004428996551723685, "loss_sem_seg": 0.21498732920736074, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.898042814360356, "mask_rcnn/false_negative": 0.11398662393411788, "mask_rcnn/false_positive": 0.1183171266707197, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.75, "time": 0.7516907602548599, "total_loss": 1.4422790296375751} {"data_time": 0.01625971496105194, "eta_seconds": 8309.229508500546, "iteration": 258959, "loss_fcos_cls": 0.2034126732032746, "loss_fcos_ctr": 0.6135546527802944, "loss_fcos_loc": 0.1741112119052559, "loss_mask": 0.25283947587013245, "loss_maskiou": 0.00480326940305531, "loss_sem_seg": 0.18506183312274516, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890979990802176, "mask_rcnn/false_negative": 0.10684832435016296, "mask_rcnn/false_positive": 0.11652732161304664, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 21.75, "time": 0.733617227524519, "total_loss": 1.4107833719972405} {"data_time": 0.01737946178764105, "eta_seconds": 8292.42268586997, "iteration": 258979, "loss_fcos_cls": 0.1978092894423753, "loss_fcos_ctr": 0.6167385755106807, "loss_fcos_loc": 0.17521100700832903, "loss_mask": 0.2609785199165344, "loss_maskiou": 0.00457000223104842, "loss_sem_seg": 0.1865359516814351, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8782478039759594, "mask_rcnn/false_negative": 0.1171697834822566, "mask_rcnn/false_positive": 0.1504497669664647, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 24.5, "time": 0.7387733357027173, "total_loss": 1.4263836842292221} {"data_time": 0.01614986266940832, "eta_seconds": 8275.553589032963, "iteration": 258999, "loss_fcos_cls": 0.19644309603609145, "loss_fcos_ctr": 0.6156025975942612, "loss_fcos_loc": 0.16570265329210088, "loss_mask": 0.2515121893957257, "loss_maskiou": 0.0042272807186236605, "loss_sem_seg": 0.18495486676692963, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926088026226032, "mask_rcnn/false_negative": 0.08885509615972886, "mask_rcnn/false_positive": 0.11271656854499579, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 31.5, "time": 0.7476432044059038, "total_loss": 1.4326261827536655} {"data_time": 0.015099799260497093, "eta_seconds": 8258.472298546694, "iteration": 259019, "loss_fcos_cls": 0.20763696753419936, "loss_fcos_ctr": 0.6156196058727801, "loss_fcos_loc": 0.1648318083025515, "loss_mask": 0.24970423663035035, "loss_maskiou": 0.004296810977393761, "loss_sem_seg": 0.1871552971424535, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.897277234837597, "mask_rcnn/false_negative": 0.09563144160889286, "mask_rcnn/false_positive": 0.11794883053038545, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 30.75, "time": 0.7702053589746356, "total_loss": 1.4183426275085367} {"data_time": 0.015175677835941315, "eta_seconds": 8248.569306389429, "iteration": 259039, "loss_fcos_cls": 0.1996369082480669, "loss_fcos_ctr": 0.6177300857380033, "loss_fcos_loc": 0.1686699220445007, "loss_mask": 0.2553444458171725, "loss_maskiou": 0.004191310363239609, "loss_sem_seg": 0.1887124888598919, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941080729166666, "mask_rcnn/false_negative": 0.08768823113860887, "mask_rcnn/false_positive": 0.1355036395897726, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 37.75, "time": 0.7728382144123316, "total_loss": 1.4360998292977456} {"data_time": 0.016029495745897293, "eta_seconds": 8230.48502034042, "iteration": 259059, "loss_fcos_cls": 0.20220024010632187, "loss_fcos_ctr": 0.6171726118773222, "loss_fcos_loc": 0.1754114127252251, "loss_mask": 0.25060538202524185, "loss_maskiou": 0.00449538758766721, "loss_sem_seg": 0.18771752784959972, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8742421612632395, "mask_rcnn/false_negative": 0.08967554058123474, "mask_rcnn/false_positive": 0.14996948541969957, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 34.0, "time": 0.7566886823624372, "total_loss": 1.4635978587830323} {"data_time": 0.01713565643876791, "eta_seconds": 8218.735342974775, "iteration": 259079, "loss_fcos_cls": 0.1815457515185699, "loss_fcos_ctr": 0.6138457199558616, "loss_fcos_loc": 0.16427808615844697, "loss_mask": 0.24528638739138842, "loss_maskiou": 0.004684009938500822, "loss_sem_seg": 0.1645277466159314, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8877763605442177, "mask_rcnn/false_negative": 0.08561835607261392, "mask_rcnn/false_positive": 0.13811699591968624, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 33.25, "time": 0.7555450331419706, "total_loss": 1.3696734627883416} {"data_time": 0.01565510220825672, "eta_seconds": 8203.684092461132, "iteration": 259099, "loss_fcos_cls": 0.19890261557884514, "loss_fcos_ctr": 0.6138576548546553, "loss_fcos_loc": 0.1673805748578161, "loss_mask": 0.25434991205111146, "loss_maskiou": 0.004707355758000631, "loss_sem_seg": 0.18510882649570704, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942750091107872, "mask_rcnn/false_negative": 0.08798349698779798, "mask_rcnn/false_positive": 0.14788349796629868, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.0, "time": 0.7538840062916279, "total_loss": 1.4360845793562476} {"data_time": 0.016243329271674156, "eta_seconds": 8191.275240082294, "iteration": 259119, "loss_fcos_cls": 0.1902820086106658, "loss_fcos_ctr": 0.6154383746907115, "loss_fcos_loc": 0.16330591111909598, "loss_mask": 0.2527950876392424, "loss_maskiou": 0.0045353047898970544, "loss_sem_seg": 0.19886700250208378, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9033308607445063, "mask_rcnn/false_negative": 0.09472800787525892, "mask_rcnn/false_positive": 0.11564479796120462, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 29.5, "time": 0.7610269291326404, "total_loss": 1.407114498761075} {"data_time": 0.01534240785986185, "eta_seconds": 8175.178259097971, "iteration": 259139, "loss_fcos_cls": 0.1953680441947654, "loss_fcos_ctr": 0.612927274312824, "loss_fcos_loc": 0.1636559630278498, "loss_mask": 0.25919345673173666, "loss_maskiou": 0.004470155967283063, "loss_sem_seg": 0.17080418788827956, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8972684203551551, "mask_rcnn/false_negative": 0.07667000971155413, "mask_rcnn/false_positive": 0.10385340547884465, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.75, "time": 0.7586214262992144, "total_loss": 1.4196113507787231} {"data_time": 0.016798824071884155, "eta_seconds": 8160.12406839896, "iteration": 259159, "loss_fcos_cls": 0.18716460396535695, "loss_fcos_ctr": 0.6150023387745023, "loss_fcos_loc": 0.16193939850199968, "loss_mask": 0.2507971068844199, "loss_maskiou": 0.004674408432038035, "loss_sem_seg": 0.19032389810308814, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926391697231888, "mask_rcnn/false_negative": 0.0917152343076674, "mask_rcnn/false_positive": 0.13088131481320603, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 31.0, "time": 0.7554171131923795, "total_loss": 1.4053923401952488} {"data_time": 0.01567114796489477, "eta_seconds": 8148.942167392932, "iteration": 259179, "loss_fcos_cls": 0.19162333407439291, "loss_fcos_ctr": 0.6145585696212947, "loss_fcos_loc": 0.16861537646036595, "loss_mask": 0.24987568939104676, "loss_maskiou": 0.00429016980342567, "loss_sem_seg": 0.1799241453409195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830583014455782, "mask_rcnn/false_negative": 0.09238417773514829, "mask_rcnn/false_positive": 0.15168280551139748, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 31.5, "time": 0.7663497207686305, "total_loss": 1.4160329651786014} {"data_time": 0.01594797521829605, "eta_seconds": 8135.510040363297, "iteration": 259199, "loss_fcos_cls": 0.19614471576642245, "loss_fcos_ctr": 0.6149075953289866, "loss_fcos_loc": 0.16667883994523436, "loss_mask": 0.25027895672246814, "loss_maskiou": 0.00419328520365525, "loss_sem_seg": 0.18648697808384895, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8912127350940375, "mask_rcnn/false_negative": 0.09568521035975017, "mask_rcnn/false_positive": 0.12997045683596387, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.5, "time": 0.7511224010959268, "total_loss": 1.4115571065049153} {"data_time": 0.017181321047246456, "eta_seconds": 8122.065383480862, "iteration": 259219, "loss_fcos_cls": 0.1901061707176268, "loss_fcos_ctr": 0.6159300627186894, "loss_fcos_loc": 0.16483637428609654, "loss_mask": 0.24489076528698206, "loss_maskiou": 0.0043144484152435325, "loss_sem_seg": 0.18942655203863978, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880625968336052, "mask_rcnn/false_negative": 0.0889305768541587, "mask_rcnn/false_positive": 0.15105190884867598, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.5, "time": 0.7363171596080065, "total_loss": 1.4212698849969456} {"data_time": 0.015734024345874786, "eta_seconds": 8109.255581505597, "iteration": 259239, "loss_fcos_cls": 0.20027958264108747, "loss_fcos_ctr": 0.6149697005748749, "loss_fcos_loc": 0.16487028147093952, "loss_mask": 0.25415273662656546, "loss_maskiou": 0.004511057390118367, "loss_sem_seg": 0.1692712572403252, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8775372988987382, "mask_rcnn/false_negative": 0.09825570633754928, "mask_rcnn/false_positive": 0.15125240962477926, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 28.5, "time": 0.7483971165493131, "total_loss": 1.4349836858164053} {"data_time": 0.015816492959856987, "eta_seconds": 8090.316946906969, "iteration": 259259, "loss_fcos_cls": 0.19260116177611053, "loss_fcos_ctr": 0.6168463937938213, "loss_fcos_loc": 0.16734582337085158, "loss_mask": 0.2565739145502448, "loss_maskiou": 0.004095240670721978, "loss_sem_seg": 0.18766241683624685, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8782044528725945, "mask_rcnn/false_negative": 0.10272097379651088, "mask_rcnn/false_positive": 0.12090919419990048, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 25.75, "time": 0.743083331733942, "total_loss": 1.4346707280783448} {"data_time": 0.015604659914970398, "eta_seconds": 8073.635428945534, "iteration": 259279, "loss_fcos_cls": 0.20302240760065615, "loss_fcos_ctr": 0.6147421663627028, "loss_fcos_loc": 0.17213650373741984, "loss_mask": 0.2501854868605733, "loss_maskiou": 0.004155194699706044, "loss_sem_seg": 0.16862930194474757, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8826527662406314, "mask_rcnn/false_negative": 0.08976808604334638, "mask_rcnn/false_positive": 0.13093433651280928, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 30.25, "time": 0.740571484901011, "total_loss": 1.4196287338199909} {"data_time": 0.017617269419133663, "eta_seconds": 8055.575705495663, "iteration": 259299, "loss_fcos_cls": 0.20268309698440135, "loss_fcos_ctr": 0.6153431553393602, "loss_fcos_loc": 0.1735266181640327, "loss_mask": 0.24696811474859715, "loss_maskiou": 0.004541703237919137, "loss_sem_seg": 0.18024819460697472, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959782382340691, "mask_rcnn/false_negative": 0.08584468041287963, "mask_rcnn/false_positive": 0.11585790212589883, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 24.25, "time": 0.7411135360598564, "total_loss": 1.4037657699973352} {"data_time": 0.017187554389238358, "eta_seconds": 8042.178272340447, "iteration": 259319, "loss_fcos_cls": 0.18674556189216673, "loss_fcos_ctr": 0.6157566783949733, "loss_fcos_loc": 0.1625999034877168, "loss_mask": 0.24250093288719654, "loss_maskiou": 0.004057670937072544, "loss_sem_seg": 0.18389432353433222, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005592207322117, "mask_rcnn/false_negative": 0.07913928384556398, "mask_rcnn/false_positive": 0.10828334536444015, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 25.5, "time": 0.7556377435103059, "total_loss": 1.4066015726421028} {"data_time": 0.018396138213574886, "eta_seconds": 8028.451385877095, "iteration": 259339, "loss_fcos_cls": 0.19137717358535156, "loss_fcos_ctr": 0.6109965331852436, "loss_fcos_loc": 0.15692758583463728, "loss_mask": 0.24837316200137138, "loss_maskiou": 0.004695518055086723, "loss_sem_seg": 0.18204895546659827, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8803409132470192, "mask_rcnn/false_negative": 0.10468707602141404, "mask_rcnn/false_positive": 0.1401381698259952, "roi_head/num_bg_samples": 67.0, "roi_head/num_fg_samples": 27.0, "time": 0.7591343987733126, "total_loss": 1.4023598226194736} {"data_time": 0.016550211235880852, "eta_seconds": 8015.260489999317, "iteration": 259359, "loss_fcos_cls": 0.1954220524057746, "loss_fcos_ctr": 0.6160704847425222, "loss_fcos_loc": 0.16878443420864642, "loss_mask": 0.25194945465773344, "loss_maskiou": 0.0043856490519829094, "loss_sem_seg": 0.19751719385385513, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828876378137462, "mask_rcnn/false_negative": 0.10085440451068622, "mask_rcnn/false_positive": 0.10658351118611475, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.5, "time": 0.7505202703177929, "total_loss": 1.4327947700221557} {"data_time": 0.016398103907704353, "eta_seconds": 8007.063239902258, "iteration": 259379, "loss_fcos_cls": 0.18655165075324476, "loss_fcos_ctr": 0.616405738517642, "loss_fcos_loc": 0.17111542099155486, "loss_mask": 0.25309596862643957, "loss_maskiou": 0.004281462479411857, "loss_sem_seg": 0.17441338358912617, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8836522108843538, "mask_rcnn/false_negative": 0.08399359400898014, "mask_rcnn/false_positive": 0.15281085783421997, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.7688976703211665, "total_loss": 1.397291100154689} {"data_time": 0.016358218155801296, "eta_seconds": 7990.9920479711145, "iteration": 259399, "loss_fcos_cls": 0.19446191505994648, "loss_fcos_ctr": 0.6135024232789874, "loss_fcos_loc": 0.16848530794959515, "loss_mask": 0.24220939865335822, "loss_maskiou": 0.004511327191721648, "loss_sem_seg": 0.16548006236553192, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881418258792879, "mask_rcnn/false_negative": 0.09188187280403667, "mask_rcnn/false_positive": 0.12452747231336161, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 25.0, "time": 0.7314869901165366, "total_loss": 1.4038350207993062} {"data_time": 0.015857795253396034, "eta_seconds": 7974.985632182099, "iteration": 259419, "loss_fcos_cls": 0.19729410647414625, "loss_fcos_ctr": 0.6166125778108835, "loss_fcos_loc": 0.17400223028380424, "loss_mask": 0.2615638645365834, "loss_maskiou": 0.004450275475392118, "loss_sem_seg": 0.1931711807847023, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8766527147551244, "mask_rcnn/false_negative": 0.10023490612440979, "mask_rcnn/false_positive": 0.1450841422160226, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.75, "time": 0.7537181358784437, "total_loss": 1.446703315988998} {"data_time": 0.016897394321858883, "eta_seconds": 7958.53993088752, "iteration": 259439, "loss_fcos_cls": 0.18717712070792913, "loss_fcos_ctr": 0.6122324652969837, "loss_fcos_loc": 0.16252785112010315, "loss_mask": 0.24547479394823313, "loss_maskiou": 0.004314898727898253, "loss_sem_seg": 0.17280753864906728, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8905715725443617, "mask_rcnn/false_negative": 0.1077372996576115, "mask_rcnn/false_positive": 0.10451014808921928, "roi_head/num_bg_samples": 41.75, "roi_head/num_fg_samples": 20.5, "time": 0.7576315430924296, "total_loss": 1.3939870810354478} {"data_time": 0.014852570369839668, "eta_seconds": 7941.256952719763, "iteration": 259459, "loss_fcos_cls": 0.1968555636703968, "loss_fcos_ctr": 0.6154806204140186, "loss_fcos_loc": 0.17193992948159575, "loss_mask": 0.2472253581508994, "loss_maskiou": 0.004209837119560689, "loss_sem_seg": 0.19976583402603865, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8796632541905651, "mask_rcnn/false_negative": 0.10178092855541548, "mask_rcnn/false_positive": 0.1154076429083393, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.25, "time": 0.7442865874618292, "total_loss": 1.412909618782578} {"data_time": 0.015700106509029865, "eta_seconds": 7931.674262970686, "iteration": 259479, "loss_fcos_cls": 0.18687588162720203, "loss_fcos_ctr": 0.6134902043268085, "loss_fcos_loc": 0.16377764474600554, "loss_mask": 0.2360871913842857, "loss_maskiou": 0.0038633597650914453, "loss_sem_seg": 0.18885189667344093, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8845318866574168, "mask_rcnn/false_negative": 0.09228320494187417, "mask_rcnn/false_positive": 0.1402693095166621, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 28.25, "time": 0.7658757558092475, "total_loss": 1.4038113947899546} {"data_time": 0.01483008824288845, "eta_seconds": 7914.688982472755, "iteration": 259499, "loss_fcos_cls": 0.20037694968050346, "loss_fcos_ctr": 0.6147931702435017, "loss_fcos_loc": 0.16579131537582725, "loss_mask": 0.24081599339842796, "loss_maskiou": 0.004224964453896973, "loss_sem_seg": 0.1787619951646775, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8822542112082928, "mask_rcnn/false_negative": 0.1022124896994546, "mask_rcnn/false_positive": 0.13030615399364845, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 29.5, "time": 0.7501206984743476, "total_loss": 1.4267144872283097} {"data_time": 0.016676158644258976, "eta_seconds": 7900.536520591006, "iteration": 259519, "loss_fcos_cls": 0.18906276987399906, "loss_fcos_ctr": 0.6147239063866436, "loss_fcos_loc": 0.16377396404277533, "loss_mask": 0.24605796951800585, "loss_maskiou": 0.004269859186024405, "loss_sem_seg": 0.17207355378195643, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9021580695687839, "mask_rcnn/false_negative": 0.0849855741054729, "mask_rcnn/false_positive": 0.12521517871443655, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 30.0, "time": 0.7512429691851139, "total_loss": 1.4221784355177078} {"data_time": 0.01672243047505617, "eta_seconds": 7880.987475799397, "iteration": 259539, "loss_fcos_cls": 0.19362784098484553, "loss_fcos_ctr": 0.6148757599294186, "loss_fcos_loc": 0.16846000868827105, "loss_mask": 0.258169652428478, "loss_maskiou": 0.00446294072753517, "loss_sem_seg": 0.19133746763691306, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8827350176892157, "mask_rcnn/false_negative": 0.09487473114530759, "mask_rcnn/false_positive": 0.14430930710202844, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.75, "time": 0.7605509543791413, "total_loss": 1.4247471683120239} {"data_time": 0.017159895971417427, "eta_seconds": 7865.920106569305, "iteration": 259559, "loss_fcos_cls": 0.18953381292521954, "loss_fcos_ctr": 0.6141615696251392, "loss_fcos_loc": 0.16813270025886595, "loss_mask": 0.2646523332223296, "loss_maskiou": 0.004322650289395824, "loss_sem_seg": 0.19226653408259153, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8695857457403025, "mask_rcnn/false_negative": 0.08602604937456496, "mask_rcnn/false_positive": 0.15206900154301145, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 25.75, "time": 0.7506676288321614, "total_loss": 1.4359344105032505} {"data_time": 0.01616742368787527, "eta_seconds": 7854.392332763411, "iteration": 259579, "loss_fcos_cls": 0.19223219261039048, "loss_fcos_ctr": 0.614656905643642, "loss_fcos_loc": 0.17586881597526371, "loss_mask": 0.26280957739800215, "loss_maskiou": 0.0046042311914789025, "loss_sem_seg": 0.19119845423847437, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8963487074964003, "mask_rcnn/false_negative": 0.11093210218319687, "mask_rcnn/false_positive": 0.11640921249212491, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 32.0, "time": 0.7680214140564203, "total_loss": 1.4422097823808144} {"data_time": 0.014674907550215721, "eta_seconds": 7839.318170336075, "iteration": 259599, "loss_fcos_cls": 0.1917764415848069, "loss_fcos_ctr": 0.6131482003256679, "loss_fcos_loc": 0.16246512264478952, "loss_mask": 0.24384566955268383, "loss_maskiou": 0.004398073866468621, "loss_sem_seg": 0.1789475823752582, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9022048947838177, "mask_rcnn/false_negative": 0.09112906065025059, "mask_rcnn/false_positive": 0.1257744395456047, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 18.75, "time": 0.7389556048437953, "total_loss": 1.4055529096585815} {"data_time": 0.016771826893091202, "eta_seconds": 7823.521223769523, "iteration": 259619, "loss_fcos_cls": 0.1933282872196287, "loss_fcos_ctr": 0.6161696249619126, "loss_fcos_loc": 0.17203968577086926, "loss_mask": 0.25637812493368983, "loss_maskiou": 0.004727814753096027, "loss_sem_seg": 0.1577003861311823, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8930910724613732, "mask_rcnn/false_negative": 0.07523820327126177, "mask_rcnn/false_positive": 0.1323504123966768, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 27.0, "time": 0.7540135895833373, "total_loss": 1.4301169336104067} {"data_time": 0.016545702703297138, "eta_seconds": 7811.051899880171, "iteration": 259639, "loss_fcos_cls": 0.19385982165113091, "loss_fcos_ctr": 0.6152578634209931, "loss_fcos_loc": 0.16767033643554896, "loss_mask": 0.23706690361723304, "loss_maskiou": 0.004640447896235855, "loss_sem_seg": 0.19584968755953014, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889317314292411, "mask_rcnn/false_negative": 0.07460610031858711, "mask_rcnn/false_positive": 0.1530870182574196, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 29.5, "time": 0.7401541769504547, "total_loss": 1.423264549805026} {"data_time": 0.01629352755844593, "eta_seconds": 7795.005071980879, "iteration": 259659, "loss_fcos_cls": 0.20150300802197307, "loss_fcos_ctr": 0.6167696313932538, "loss_fcos_loc": 0.17103564587887377, "loss_mask": 0.255569233559072, "loss_maskiou": 0.0048662091212463565, "loss_sem_seg": 0.17704575904645026, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.890408817546056, "mask_rcnn/false_negative": 0.08535640010234864, "mask_rcnn/false_positive": 0.13792083727996846, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7543223723769188, "total_loss": 1.4276352080014476} {"data_time": 0.016122182831168175, "eta_seconds": 7779.929150750861, "iteration": 259679, "loss_fcos_cls": 0.1941898139193654, "loss_fcos_ctr": 0.6124866381287575, "loss_fcos_loc": 0.17444500024430454, "loss_mask": 0.24903119495138526, "loss_maskiou": 0.00445140671399713, "loss_sem_seg": 0.1770463651046157, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8756337489799044, "mask_rcnn/false_negative": 0.11055309343183137, "mask_rcnn/false_positive": 0.13544620161103485, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.5, "time": 0.7524085324257612, "total_loss": 1.418690734411939} {"data_time": 0.01813093852251768, "eta_seconds": 7767.98988032341, "iteration": 259699, "loss_fcos_cls": 0.19401835510507226, "loss_fcos_ctr": 0.6145551186054945, "loss_fcos_loc": 0.15828827256336808, "loss_mask": 0.24875307828187943, "loss_maskiou": 0.005015934330003802, "loss_sem_seg": 0.18737282580696046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992720741357767, "mask_rcnn/false_negative": 0.08950096265594434, "mask_rcnn/false_positive": 0.11996811336058144, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 31.75, "time": 0.7484912052750587, "total_loss": 1.399366854580876} {"data_time": 0.015861643478274345, "eta_seconds": 7752.907869100571, "iteration": 259719, "loss_fcos_cls": 0.19340443197870627, "loss_fcos_ctr": 0.6147226584143937, "loss_fcos_loc": 0.16686672874493524, "loss_mask": 0.24481652956455946, "loss_maskiou": 0.004334855482738931, "loss_sem_seg": 0.1673825508914888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932397959183673, "mask_rcnn/false_negative": 0.10048326053941808, "mask_rcnn/false_positive": 0.113913032960138, "roi_head/num_bg_samples": 44.5, "roi_head/num_fg_samples": 23.25, "time": 0.7478044284507632, "total_loss": 1.4293495092460944} {"data_time": 0.015371736139059067, "eta_seconds": 7742.247529652901, "iteration": 259739, "loss_fcos_cls": 0.19238866900559515, "loss_fcos_ctr": 0.6148801157251, "loss_fcos_loc": 0.16597516601905227, "loss_mask": 0.2569688968360424, "loss_maskiou": 0.0048308831501344685, "loss_sem_seg": 0.18713805708102882, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8951332242623493, "mask_rcnn/false_negative": 0.08419285652575381, "mask_rcnn/false_positive": 0.13462765420636952, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 26.5, "time": 0.7563992440700531, "total_loss": 1.4180679669007077} {"data_time": 0.015328659676015377, "eta_seconds": 7727.1569000268355, "iteration": 259759, "loss_fcos_cls": 0.18620879494119436, "loss_fcos_ctr": 0.6144159119576216, "loss_fcos_loc": 0.1521328027592972, "loss_mask": 0.2518086340278387, "loss_maskiou": 0.004268372751539573, "loss_sem_seg": 0.1688888520002365, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867827565808932, "mask_rcnn/false_negative": 0.09796929808834354, "mask_rcnn/false_positive": 0.12273490462206893, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.5, "time": 0.7490066541358829, "total_loss": 1.3919408464080334} {"data_time": 0.016360677778720856, "eta_seconds": 7711.1571441991255, "iteration": 259779, "loss_fcos_cls": 0.18659013789147139, "loss_fcos_ctr": 0.6150963995605707, "loss_fcos_loc": 0.1647348101832904, "loss_mask": 0.24353647883981466, "loss_maskiou": 0.003982667556556407, "loss_sem_seg": 0.18186813406646252, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8864386075746913, "mask_rcnn/false_negative": 0.08366190457360248, "mask_rcnn/false_positive": 0.13343155780267146, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.25, "time": 0.7452996233478189, "total_loss": 1.4011167659737112} {"data_time": 0.01515574287623167, "eta_seconds": 7696.068293510936, "iteration": 259799, "loss_fcos_cls": 0.1939674369059503, "loss_fcos_ctr": 0.6163101489655674, "loss_fcos_loc": 0.16644701804034412, "loss_mask": 0.2575494134798646, "loss_maskiou": 0.004575286067847628, "loss_sem_seg": 0.17764371144585311, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019627654841007, "mask_rcnn/false_negative": 0.09812074363896542, "mask_rcnn/false_positive": 0.11029659220638498, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 32.0, "time": 0.7549613248556852, "total_loss": 1.3956153484177776} {"data_time": 0.014941633678972721, "eta_seconds": 7681.991994243115, "iteration": 259819, "loss_fcos_cls": 0.20858738012611866, "loss_fcos_ctr": 0.6140963435173035, "loss_fcos_loc": 0.16907320934114978, "loss_mask": 0.2438830677419901, "loss_maskiou": 0.004902014465187676, "loss_sem_seg": 0.1850738050416112, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8774163832199546, "mask_rcnn/false_negative": 0.09390834331524567, "mask_rcnn/false_positive": 0.14123132955320372, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 34.25, "time": 0.7508639497682452, "total_loss": 1.418745820003096} {"data_time": 0.017587248235940933, "eta_seconds": 7664.7297925483435, "iteration": 259839, "loss_fcos_cls": 0.19319987040944397, "loss_fcos_ctr": 0.6130103413015604, "loss_fcos_loc": 0.16022365889512002, "loss_mask": 0.23988674255087972, "loss_maskiou": 0.004150919914536644, "loss_sem_seg": 0.17772060306742787, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9061259254641707, "mask_rcnn/false_negative": 0.08183772709494422, "mask_rcnn/false_positive": 0.12115636309905922, "roi_head/num_bg_samples": 75.25, "roi_head/num_fg_samples": 23.0, "time": 0.7456797370687127, "total_loss": 1.3967007275732612} {"data_time": 0.01484137773513794, "eta_seconds": 7649.643226673827, "iteration": 259859, "loss_fcos_cls": 0.19713412784039974, "loss_fcos_ctr": 0.6154406499117613, "loss_fcos_loc": 0.16137130092829466, "loss_mask": 0.24424476362764835, "loss_maskiou": 0.004047968272061553, "loss_sem_seg": 0.17359757446683943, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8802042301295518, "mask_rcnn/false_negative": 0.09201212257421643, "mask_rcnn/false_positive": 0.1620265275000805, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 32.0, "time": 0.769689841195941, "total_loss": 1.3970445917511825} {"data_time": 0.01614563539624214, "eta_seconds": 7632.577256189659, "iteration": 259879, "loss_fcos_cls": 0.1919420938938856, "loss_fcos_ctr": 0.6154949618503451, "loss_fcos_loc": 0.1625127219595015, "loss_mask": 0.2497141440398991, "loss_maskiou": 0.004231586972309742, "loss_sem_seg": 0.17793260933831334, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8890553893971382, "mask_rcnn/false_negative": 0.09341981367238228, "mask_rcnn/false_positive": 0.12929255650333019, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7495416859164834, "total_loss": 1.4008301977592055} {"data_time": 0.015722597017884254, "eta_seconds": 7617.49460179545, "iteration": 259899, "loss_fcos_cls": 0.18695779668632895, "loss_fcos_ctr": 0.6141563719138503, "loss_fcos_loc": 0.16002399008721113, "loss_mask": 0.2538628950715065, "loss_maskiou": 0.004212580301100388, "loss_sem_seg": 0.1835626745596528, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8892046933569346, "mask_rcnn/false_negative": 0.07811540443156656, "mask_rcnn/false_positive": 0.12896342381449624, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 28.0, "time": 0.7688251128420234, "total_loss": 1.4086280252740835} {"data_time": 0.015277489088475704, "eta_seconds": 7600.14255736582, "iteration": 259919, "loss_fcos_cls": 0.1971972556784749, "loss_fcos_ctr": 0.6147845787927508, "loss_fcos_loc": 0.15839482273440808, "loss_mask": 0.2526600891724229, "loss_maskiou": 0.004596163784299279, "loss_sem_seg": 0.17982350243255496, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9005717956066388, "mask_rcnn/false_negative": 0.06580942640150066, "mask_rcnn/false_positive": 0.1320080575666778, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 27.5, "time": 0.7614752976223826, "total_loss": 1.4109871578657476} {"data_time": 0.01649149227887392, "eta_seconds": 7587.329293007031, "iteration": 259939, "loss_fcos_cls": 0.19714726181700826, "loss_fcos_ctr": 0.6136662373319268, "loss_fcos_loc": 0.1608311831660103, "loss_mask": 0.24564866069704294, "loss_maskiou": 0.00400942219857825, "loss_sem_seg": 0.19295306340791285, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880967927711625, "mask_rcnn/false_negative": 0.0795004765148204, "mask_rcnn/false_positive": 0.14145173920724796, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 26.25, "time": 0.7596022887155414, "total_loss": 1.4035691675235284} {"data_time": 0.016551717184484005, "eta_seconds": 7576.356115724891, "iteration": 259959, "loss_fcos_cls": 0.20321758138015866, "loss_fcos_ctr": 0.6151196411810815, "loss_fcos_loc": 0.17058046627789736, "loss_mask": 0.25366713013499975, "loss_maskiou": 0.0047210541742970236, "loss_sem_seg": 0.1849289999809116, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8993081241025195, "mask_rcnn/false_negative": 0.0847874652829714, "mask_rcnn/false_positive": 0.11759173881119478, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.0, "time": 0.767167292535305, "total_loss": 1.433841237136221} {"data_time": 0.01581467781215906, "eta_seconds": 7558.775083972141, "iteration": 259979, "loss_fcos_cls": 0.19624413613928482, "loss_fcos_ctr": 0.6105516613461077, "loss_fcos_loc": 0.15917381492909044, "loss_mask": 0.2495975475758314, "loss_maskiou": 0.004316129190556239, "loss_sem_seg": 0.1690688575617969, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896962797055161, "mask_rcnn/false_negative": 0.08513278780259774, "mask_rcnn/false_positive": 0.12891473988278346, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.25, "time": 0.72226591873914, "total_loss": 1.383877631249561} {"data_time": 0.016306239180266857, "eta_seconds": 7544.971233338118, "iteration": 259999, "loss_fcos_cls": 0.192542391596362, "loss_fcos_ctr": 0.6165061164647341, "loss_fcos_loc": 0.16683921567164361, "loss_mask": 0.24540239199995995, "loss_maskiou": 0.0043205526962992735, "loss_sem_seg": 0.1603146546985954, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8928912109715681, "mask_rcnn/false_negative": 0.09758247895699088, "mask_rcnn/false_positive": 0.1138604347978731, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.0, "time": 0.7634301809594035, "total_loss": 1.3831428196390334} {"data_time": 0.01576534379273653, "eta_seconds": 7526.9986754301935, "iteration": 260019, "loss_fcos_cls": 0.19097886886447668, "loss_fcos_ctr": 0.6158328843303025, "loss_fcos_loc": 0.16423457325436175, "loss_mask": 0.25443697813898325, "loss_maskiou": 0.004151784280111315, "loss_sem_seg": 0.1847776158247143, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.875928866444537, "mask_rcnn/false_negative": 0.08372062449773165, "mask_rcnn/false_positive": 0.15693931902188696, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 26.5, "time": 0.721187605522573, "total_loss": 1.4162867788036237} {"data_time": 0.01644580252468586, "eta_seconds": 7508.562568610534, "iteration": 260039, "loss_fcos_cls": 0.19692040421068668, "loss_fcos_ctr": 0.6156838797032833, "loss_fcos_loc": 0.17267128312960267, "loss_mask": 0.24113368708640337, "loss_maskiou": 0.0046267014877230395, "loss_sem_seg": 0.17324904748238623, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8916306647261237, "mask_rcnn/false_negative": 0.09493409646426107, "mask_rcnn/false_positive": 0.122450423724526, "roi_head/num_bg_samples": 50.25, "roi_head/num_fg_samples": 22.5, "time": 0.756809663027525, "total_loss": 1.396714049988077} {"data_time": 0.016740810126066208, "eta_seconds": 7492.351304784417, "iteration": 260059, "loss_fcos_cls": 0.203545591342845, "loss_fcos_ctr": 0.6135349050164223, "loss_fcos_loc": 0.16502030089031905, "loss_mask": 0.2516642580740154, "loss_maskiou": 0.00471855973592028, "loss_sem_seg": 0.19475700240582228, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8818486201298701, "mask_rcnn/false_negative": 0.09102787628909507, "mask_rcnn/false_positive": 0.14273309655861294, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 35.25, "time": 0.753543577156961, "total_loss": 1.4150363718144945} {"data_time": 0.014677664265036583, "eta_seconds": 7477.2776677161455, "iteration": 260079, "loss_fcos_cls": 0.20693778805434704, "loss_fcos_ctr": 0.6138437958434224, "loss_fcos_loc": 0.1672248775139451, "loss_mask": 0.24891565181314945, "loss_maskiou": 0.004630910738342209, "loss_sem_seg": 0.1755275692557916, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926366476823288, "mask_rcnn/false_negative": 0.09142860763235322, "mask_rcnn/false_positive": 0.1447743958261517, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.75, "time": 0.7596717244014144, "total_loss": 1.4245432566276577} {"data_time": 0.016156897880136967, "eta_seconds": 7463.33480492048, "iteration": 260099, "loss_fcos_cls": 0.19062649668194354, "loss_fcos_ctr": 0.6158874030224979, "loss_fcos_loc": 0.1669745750259608, "loss_mask": 0.26144291274249554, "loss_maskiou": 0.004561162066238467, "loss_sem_seg": 0.1813086646143347, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8836518097805159, "mask_rcnn/false_negative": 0.09362558767615783, "mask_rcnn/false_positive": 0.12992156118326847, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 25.5, "time": 0.7595123602077365, "total_loss": 1.4338547944062157} {"data_time": 0.017110297456383705, "eta_seconds": 7450.384932188317, "iteration": 260119, "loss_fcos_cls": 0.20177011657506227, "loss_fcos_ctr": 0.6145883933641016, "loss_fcos_loc": 0.16740581498015672, "loss_mask": 0.24927373975515366, "loss_maskiou": 0.005134127975907177, "loss_sem_seg": 0.18792723561637104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911691243895677, "mask_rcnn/false_negative": 0.08374987143954904, "mask_rcnn/false_positive": 0.12938337879762668, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.5, "time": 0.768512424081564, "total_loss": 1.439793548781381} {"data_time": 0.01643004361540079, "eta_seconds": 7434.282884454355, "iteration": 260139, "loss_fcos_cls": 0.19528160989284515, "loss_fcos_ctr": 0.6160274920985103, "loss_fcos_loc": 0.16600310860667378, "loss_mask": 0.2434182818979025, "loss_maskiou": 0.004690341265813913, "loss_sem_seg": 0.18453250778838992, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978576628019629, "mask_rcnn/false_negative": 0.09665596265387927, "mask_rcnn/false_positive": 0.1087611560753008, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 34.5, "time": 0.7631354397162795, "total_loss": 1.3957222464232473} {"data_time": 0.0158701054751873, "eta_seconds": 7420.224483115599, "iteration": 260159, "loss_fcos_cls": 0.19538682265556417, "loss_fcos_ctr": 0.6131355371326208, "loss_fcos_loc": 0.16693478368688375, "loss_mask": 0.24282674957066774, "loss_maskiou": 0.004459634099475807, "loss_sem_seg": 0.16966665186919272, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8860999757045676, "mask_rcnn/false_negative": 0.08871230078542172, "mask_rcnn/false_positive": 0.13968996192299288, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 28.0, "time": 0.7555780168622732, "total_loss": 1.3925746581808198} {"data_time": 0.01784371491521597, "eta_seconds": 7405.144258579239, "iteration": 260179, "loss_fcos_cls": 0.19027264066971838, "loss_fcos_ctr": 0.6157464161515236, "loss_fcos_loc": 0.16730666742660105, "loss_mask": 0.25102369114756584, "loss_maskiou": 0.004513776002568193, "loss_sem_seg": 0.1670916590373963, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9006898167430237, "mask_rcnn/false_negative": 0.0772915261383785, "mask_rcnn/false_positive": 0.11236050798869698, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 30.0, "time": 0.7669885400682688, "total_loss": 1.402382588810724} {"data_time": 0.01739801000803709, "eta_seconds": 7386.835845306516, "iteration": 260199, "loss_fcos_cls": 0.19575899676419795, "loss_fcos_ctr": 0.6154045099392533, "loss_fcos_loc": 0.18104736250825226, "loss_mask": 0.2586525175720453, "loss_maskiou": 0.004324630157498177, "loss_sem_seg": 0.17896222439594567, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942879482301395, "mask_rcnn/false_negative": 0.09480006820675066, "mask_rcnn/false_positive": 0.14502281546333223, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 31.25, "time": 0.7431219015270472, "total_loss": 1.4413740766176488} {"data_time": 0.015289959497749805, "eta_seconds": 7374.983809506521, "iteration": 260219, "loss_fcos_cls": 0.2012637967709452, "loss_fcos_ctr": 0.6146980030462146, "loss_fcos_loc": 0.16529430483933538, "loss_mask": 0.24848357774317265, "loss_maskiou": 0.004664700478315353, "loss_sem_seg": 0.19013245915994048, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89170490244709, "mask_rcnn/false_negative": 0.09017341011206298, "mask_rcnn/false_positive": 0.1328172655272133, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.5, "time": 0.7597052929922938, "total_loss": 1.4017166937082948} {"data_time": 0.015767578966915607, "eta_seconds": 7359.903584970161, "iteration": 260239, "loss_fcos_cls": 0.1989622670225799, "loss_fcos_ctr": 0.6169009627774358, "loss_fcos_loc": 0.16892822983209044, "loss_mask": 0.2575551881454885, "loss_maskiou": 0.005125223586219363, "loss_sem_seg": 0.18376090843230486, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8825503117913832, "mask_rcnn/false_negative": 0.08801789532418353, "mask_rcnn/false_positive": 0.1270528964678506, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 26.25, "time": 0.7478106711059809, "total_loss": 1.4384482655441388} {"data_time": 0.015456647612154484, "eta_seconds": 7346.446298235096, "iteration": 260259, "loss_fcos_cls": 0.18943263485562056, "loss_fcos_ctr": 0.6178060304373503, "loss_fcos_loc": 0.17309496289817616, "loss_mask": 0.2565173236653209, "loss_maskiou": 0.004435383336385712, "loss_sem_seg": 0.1743607590906322, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8734056122448979, "mask_rcnn/false_negative": 0.12016134124674066, "mask_rcnn/false_positive": 0.13893405347461296, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 30.25, "time": 0.7528614895418286, "total_loss": 1.4170610464934725} {"data_time": 0.016318002715706825, "eta_seconds": 7331.362741519697, "iteration": 260279, "loss_fcos_cls": 0.19168241316219792, "loss_fcos_ctr": 0.6165208062157035, "loss_fcos_loc": 0.16150088142603636, "loss_mask": 0.24071839777752757, "loss_maskiou": 0.004253824736224487, "loss_sem_seg": 0.18880707694916055, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8935571179691388, "mask_rcnn/false_negative": 0.0852939939242697, "mask_rcnn/false_positive": 0.12522593242752705, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 28.25, "time": 0.7502807360142469, "total_loss": 1.422667412836745} {"data_time": 0.01609653141349554, "eta_seconds": 7317.932464625686, "iteration": 260299, "loss_fcos_cls": 0.19394262740388513, "loss_fcos_ctr": 0.6154542556032538, "loss_fcos_loc": 0.171576761524193, "loss_mask": 0.2577458908781409, "loss_maskiou": 0.0047168513701763, "loss_sem_seg": 0.17531464411877096, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8775142268445839, "mask_rcnn/false_negative": 0.11504722667196138, "mask_rcnn/false_positive": 0.1310676653625672, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.5, "time": 0.7537337159737945, "total_loss": 1.4259702745257528} {"data_time": 0.01575763151049614, "eta_seconds": 7300.01945539657, "iteration": 260319, "loss_fcos_cls": 0.20143160317093134, "loss_fcos_ctr": 0.612997573800385, "loss_fcos_loc": 0.1569527096580714, "loss_mask": 0.2539833700284362, "loss_maskiou": 0.0042248301760992035, "loss_sem_seg": 0.18443702720105648, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8795854591836734, "mask_rcnn/false_negative": 0.11058374475076908, "mask_rcnn/false_positive": 0.1265741460259151, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 23.5, "time": 0.7348801577463746, "total_loss": 1.4220077693244093} {"data_time": 0.015896761789917946, "eta_seconds": 7286.1120713735, "iteration": 260339, "loss_fcos_cls": 0.20163564034737647, "loss_fcos_ctr": 0.619131114333868, "loss_fcos_loc": 0.1741334965918213, "loss_mask": 0.24500821810215712, "loss_maskiou": 0.004457533490494825, "loss_sem_seg": 0.17555479146540165, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8860452851353308, "mask_rcnn/false_negative": 0.08560259276413666, "mask_rcnn/false_positive": 0.1496025991469594, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 34.25, "time": 0.7632222063839436, "total_loss": 1.4550918995701068} {"data_time": 0.016461404971778393, "eta_seconds": 7265.26768260356, "iteration": 260359, "loss_fcos_cls": 0.18978598015382886, "loss_fcos_ctr": 0.6176455677486956, "loss_fcos_loc": 0.16578856040723622, "loss_mask": 0.24978767335414886, "loss_maskiou": 0.004290248260076623, "loss_sem_seg": 0.18582990253344178, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8812869859959873, "mask_rcnn/false_negative": 0.10148786068984961, "mask_rcnn/false_positive": 0.12362772952069491, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 27.5, "time": 0.7443233411759138, "total_loss": 1.402988891059067} {"data_time": 0.017128183506429195, "eta_seconds": 7250.196076582186, "iteration": 260379, "loss_fcos_cls": 0.1959662225563079, "loss_fcos_ctr": 0.6123241996392608, "loss_fcos_loc": 0.159765436896123, "loss_mask": 0.25517784245312214, "loss_maskiou": 0.00440874644118594, "loss_sem_seg": 0.1793392742983997, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9029813400515485, "mask_rcnn/false_negative": 0.09131124849974344, "mask_rcnn/false_positive": 0.10794672416899022, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 23.25, "time": 0.7597373770549893, "total_loss": 1.404326342708373} {"data_time": 0.017362123355269432, "eta_seconds": 7239.6949479663745, "iteration": 260399, "loss_fcos_cls": 0.19225022778846323, "loss_fcos_ctr": 0.6128707942552865, "loss_fcos_loc": 0.16898236377164721, "loss_mask": 0.24328004848212004, "loss_maskiou": 0.004284684462618316, "loss_sem_seg": 0.1788007626309991, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983922481459428, "mask_rcnn/false_negative": 0.07347596371639342, "mask_rcnn/false_positive": 0.12872727978909107, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.25, "time": 0.7567370226606727, "total_loss": 1.40856291379896} {"data_time": 0.015902948565781116, "eta_seconds": 7224.6138211088255, "iteration": 260419, "loss_fcos_cls": 0.1993337451131083, "loss_fcos_ctr": 0.6172319203615189, "loss_fcos_loc": 0.1762103660730645, "loss_mask": 0.25195625564083457, "loss_maskiou": 0.004529479832854122, "loss_sem_seg": 0.18498056358657777, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992837519623234, "mask_rcnn/false_negative": 0.08995203318606826, "mask_rcnn/false_positive": 0.1143987749636102, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 28.5, "time": 0.7517479779198766, "total_loss": 1.4373253534649848} {"data_time": 0.015802246518433094, "eta_seconds": 7211.800077622756, "iteration": 260439, "loss_fcos_cls": 0.1846527867601253, "loss_fcos_ctr": 0.6148538431152701, "loss_fcos_loc": 0.1630955635337159, "loss_mask": 0.25592328421771526, "loss_maskiou": 0.004734813599498011, "loss_sem_seg": 0.1735980485100299, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9010509854626783, "mask_rcnn/false_negative": 0.07609447428486135, "mask_rcnn/false_positive": 0.12069307997630727, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 27.5, "time": 0.7620898932218552, "total_loss": 1.40313883026829} {"data_time": 0.01624563056975603, "eta_seconds": 7197.236743118614, "iteration": 260459, "loss_fcos_cls": 0.19552939862478524, "loss_fcos_ctr": 0.6142741395160556, "loss_fcos_loc": 0.16555668879300356, "loss_mask": 0.24925540760159492, "loss_maskiou": 0.004552731588773895, "loss_sem_seg": 0.16074583563022316, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894261245754286, "mask_rcnn/false_negative": 0.09048808661124357, "mask_rcnn/false_positive": 0.12564919103063005, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 26.75, "time": 0.7533511379733682, "total_loss": 1.3916180012952282} {"data_time": 0.01570327114313841, "eta_seconds": 7182.14977793023, "iteration": 260479, "loss_fcos_cls": 0.20141899585723877, "loss_fcos_ctr": 0.616661717183888, "loss_fcos_loc": 0.1767745993565768, "loss_mask": 0.265923822298646, "loss_maskiou": 0.004889069492492126, "loss_sem_seg": 0.1811533267609775, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8734871103613859, "mask_rcnn/false_negative": 0.09622862702389283, "mask_rcnn/false_positive": 0.16239489412467267, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.25, "time": 0.765222230926156, "total_loss": 1.4430722723373037} {"data_time": 0.016445315442979336, "eta_seconds": 7167.950086807832, "iteration": 260499, "loss_fcos_cls": 0.1866329614422284, "loss_fcos_ctr": 0.6143294721841812, "loss_fcos_loc": 0.1607046852586791, "loss_mask": 0.24097732361406088, "loss_maskiou": 0.004529856832959922, "loss_sem_seg": 0.16441645729355514, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9050736961451247, "mask_rcnn/false_negative": 0.09557656808420215, "mask_rcnn/false_positive": 0.10455477180400939, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.75, "time": 0.7537398170679808, "total_loss": 1.3775571661390131} {"data_time": 0.017295789904892445, "eta_seconds": 7152.861253870651, "iteration": 260519, "loss_fcos_cls": 0.19098706520162523, "loss_fcos_ctr": 0.6118471873924136, "loss_fcos_loc": 0.16505480255000293, "loss_mask": 0.2489394899457693, "loss_maskiou": 0.004252773625921691, "loss_sem_seg": 0.18340859515592456, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875138398467892, "mask_rcnn/false_negative": 0.09608633080909582, "mask_rcnn/false_positive": 0.09429238010160607, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 26.75, "time": 0.7552730599418283, "total_loss": 1.4048290119098965} {"data_time": 0.016554887406527996, "eta_seconds": 7135.27650421951, "iteration": 260539, "loss_fcos_cls": 0.19395880855154246, "loss_fcos_ctr": 0.61598558165133, "loss_fcos_loc": 0.1671069790609181, "loss_mask": 0.25054394360631704, "loss_maskiou": 0.004255825711879879, "loss_sem_seg": 0.1783558949828148, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923751954197827, "mask_rcnn/false_negative": 0.09019816980122214, "mask_rcnn/false_positive": 0.1426600031913433, "roi_head/num_bg_samples": 45.0, "roi_head/num_fg_samples": 22.5, "time": 0.7400739882141352, "total_loss": 1.4241361867098021} {"data_time": 0.015642122365534306, "eta_seconds": 7120.192947504111, "iteration": 260559, "loss_fcos_cls": 0.195263126748614, "loss_fcos_ctr": 0.6142063038423657, "loss_fcos_loc": 0.16821411065757275, "loss_mask": 0.24937618523836136, "loss_maskiou": 0.0046372806864383165, "loss_sem_seg": 0.18811662204097956, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8854372905878769, "mask_rcnn/false_negative": 0.08506379039388455, "mask_rcnn/false_positive": 0.13835919258637996, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.5, "time": 0.758041974157095, "total_loss": 1.443943254002079} {"data_time": 0.017537296749651432, "eta_seconds": 7103.396874651313, "iteration": 260579, "loss_fcos_cls": 0.19595164514612406, "loss_fcos_ctr": 0.6156163001433015, "loss_fcos_loc": 0.16995147831039503, "loss_mask": 0.24578336719423532, "loss_maskiou": 0.004078244208358228, "loss_sem_seg": 0.17986667185323313, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9044471506274924, "mask_rcnn/false_negative": 0.0941027938503361, "mask_rcnn/false_positive": 0.1084962673302524, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 24.25, "time": 0.755000120960176, "total_loss": 1.4080742279038532} {"data_time": 0.016535615548491478, "eta_seconds": 7088.3169534653425, "iteration": 260599, "loss_fcos_cls": 0.19962936197407544, "loss_fcos_ctr": 0.6137376185506582, "loss_fcos_loc": 0.16583840566454455, "loss_mask": 0.258678019978106, "loss_maskiou": 0.004706789804913569, "loss_sem_seg": 0.1986972475424409, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866849178695868, "mask_rcnn/false_negative": 0.10793253052628983, "mask_rcnn/false_positive": 0.11856091504719739, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.0, "time": 0.7489291783422232, "total_loss": 1.4597078005390358} {"data_time": 0.016247070394456387, "eta_seconds": 7067.268652662635, "iteration": 260619, "loss_fcos_cls": 0.19737931760028005, "loss_fcos_ctr": 0.6145841646939516, "loss_fcos_loc": 0.17148396145785227, "loss_mask": 0.24047207832336426, "loss_maskiou": 0.004245460506353993, "loss_sem_seg": 0.19695372926071286, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908749706779264, "mask_rcnn/false_negative": 0.09230490638785666, "mask_rcnn/false_positive": 0.1299902172288837, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 32.0, "time": 0.7385094836354256, "total_loss": 1.4178795450861799} {"data_time": 0.015129576437175274, "eta_seconds": 7058.157111093402, "iteration": 260639, "loss_fcos_cls": 0.1910517571377568, "loss_fcos_ctr": 0.6146682933904231, "loss_fcos_loc": 0.1740705466363579, "loss_mask": 0.25456195836886764, "loss_maskiou": 0.004096060947631486, "loss_sem_seg": 0.19655880040954798, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8964792534864181, "mask_rcnn/false_negative": 0.09904998380286313, "mask_rcnn/false_positive": 0.09989756415956652, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.5, "time": 0.7642235346138477, "total_loss": 1.4356533556201612} {"data_time": 0.01626328658312559, "eta_seconds": 7041.015490454622, "iteration": 260659, "loss_fcos_cls": 0.18639065918978304, "loss_fcos_ctr": 0.6126698218286037, "loss_fcos_loc": 0.15813784505007789, "loss_mask": 0.2447723811492324, "loss_maskiou": 0.004025687092507724, "loss_sem_seg": 0.16837221151217818, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8839979629007131, "mask_rcnn/false_negative": 0.0971717482601738, "mask_rcnn/false_positive": 0.12810343311557193, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.0, "time": 0.746626571752131, "total_loss": 1.3971660925999458} {"data_time": 0.015271675772964954, "eta_seconds": 7023.953725196421, "iteration": 260679, "loss_fcos_cls": 0.1985542676411569, "loss_fcos_ctr": 0.6159400269389153, "loss_fcos_loc": 0.17359846574254334, "loss_mask": 0.25346612511202693, "loss_maskiou": 0.004848787124501541, "loss_sem_seg": 0.19277075305581093, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8939837674783688, "mask_rcnn/false_negative": 0.09094073418511443, "mask_rcnn/false_positive": 0.1184958231159106, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 31.5, "time": 0.7376701086759567, "total_loss": 1.4642753580774297} {"data_time": 0.01612761989235878, "eta_seconds": 7008.882480211556, "iteration": 260699, "loss_fcos_cls": 0.19528487790375948, "loss_fcos_ctr": 0.6164981611073017, "loss_fcos_loc": 0.16818224336020648, "loss_mask": 0.2555132079869509, "loss_maskiou": 0.004504507072851993, "loss_sem_seg": 0.18261275021359324, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8823742928022272, "mask_rcnn/false_negative": 0.10345809118019857, "mask_rcnn/false_positive": 0.1321246980972664, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 24.25, "time": 0.742534882389009, "total_loss": 1.4351533430890413} {"data_time": 0.015671339817345142, "eta_seconds": 6997.837426349521, "iteration": 260719, "loss_fcos_cls": 0.19102907401975244, "loss_fcos_ctr": 0.6173792909830809, "loss_fcos_loc": 0.17789635772351176, "loss_mask": 0.24575874907895923, "loss_maskiou": 0.004491878884437028, "loss_sem_seg": 0.18023531371727586, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9042315379760151, "mask_rcnn/false_negative": 0.08275641336168793, "mask_rcnn/false_positive": 0.09449381843838296, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 26.25, "time": 0.7582087777554989, "total_loss": 1.4079005670610059} {"data_time": 0.014802263118326664, "eta_seconds": 6980.912527416833, "iteration": 260739, "loss_fcos_cls": 0.19009151333011687, "loss_fcos_ctr": 0.6144692646339536, "loss_fcos_loc": 0.16581797326216474, "loss_mask": 0.24843596667051315, "loss_maskiou": 0.004582298035529675, "loss_sem_seg": 0.19633916998282075, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9094588715931229, "mask_rcnn/false_negative": 0.08163955854300453, "mask_rcnn/false_positive": 0.10759871218247882, "roi_head/num_bg_samples": 47.5, "roi_head/num_fg_samples": 31.5, "time": 0.7515496779233217, "total_loss": 1.4145378524262924} {"data_time": 0.017165645956993103, "eta_seconds": 6962.823919934221, "iteration": 260759, "loss_fcos_cls": 0.20359463529894128, "loss_fcos_ctr": 0.6126877041533589, "loss_fcos_loc": 0.16801137034781277, "loss_mask": 0.23579269787296653, "loss_maskiou": 0.004371396520582493, "loss_sem_seg": 0.17520421009976417, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908122452567524, "mask_rcnn/false_negative": 0.0966613940622682, "mask_rcnn/false_positive": 0.13551899387930438, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 31.0, "time": 0.7399101899936795, "total_loss": 1.3960751994236489} {"data_time": 0.017017677426338196, "eta_seconds": 6953.153537672944, "iteration": 260779, "loss_fcos_cls": 0.1900626360438764, "loss_fcos_ctr": 0.61652552196756, "loss_fcos_loc": 0.16443791647907346, "loss_mask": 0.25668302131816745, "loss_maskiou": 0.004452669381862506, "loss_sem_seg": 0.1940882233902812, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8976817192106117, "mask_rcnn/false_negative": 0.07182985017389695, "mask_rcnn/false_positive": 0.1327724844106549, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 28.5, "time": 0.7745571089908481, "total_loss": 1.426514210725145} {"data_time": 0.0173043180257082, "eta_seconds": 6933.52625528723, "iteration": 260799, "loss_fcos_cls": 0.199786422715988, "loss_fcos_ctr": 0.6174794007092714, "loss_fcos_loc": 0.17428259702865034, "loss_mask": 0.24654503259807825, "loss_maskiou": 0.004214605898596346, "loss_sem_seg": 0.1983282952569425, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8790789188015631, "mask_rcnn/false_negative": 0.10740740372476473, "mask_rcnn/false_positive": 0.13973482978480883, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 29.75, "time": 0.7465866208076477, "total_loss": 1.4420533410011558} {"data_time": 0.016849455423653126, "eta_seconds": 6917.615670264699, "iteration": 260819, "loss_fcos_cls": 0.19707923685200512, "loss_fcos_ctr": 0.615770653821528, "loss_fcos_loc": 0.1670111770508811, "loss_mask": 0.25247513968497515, "loss_maskiou": 0.004304726317059249, "loss_sem_seg": 0.2036744839278981, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919095107801185, "mask_rcnn/false_negative": 0.09109599184383638, "mask_rcnn/false_positive": 0.1309393932753116, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.743294739164412, "total_loss": 1.4446063018986024} {"data_time": 0.017045559361577034, "eta_seconds": 6905.532843501307, "iteration": 260839, "loss_fcos_cls": 0.20225260383449495, "loss_fcos_ctr": 0.6127137439325452, "loss_fcos_loc": 0.16869372560176998, "loss_mask": 0.23908480536192656, "loss_maskiou": 0.004118714532523882, "loss_sem_seg": 0.18083157250657678, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891734193677471, "mask_rcnn/false_negative": 0.08552136770629826, "mask_rcnn/false_positive": 0.1464176259469192, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.0, "time": 0.7566480161622167, "total_loss": 1.4266660318317008} {"data_time": 0.016558125615119934, "eta_seconds": 6887.476837151684, "iteration": 260859, "loss_fcos_cls": 0.20134343579411507, "loss_fcos_ctr": 0.6158789033070207, "loss_fcos_loc": 0.1650648615323007, "loss_mask": 0.24538129940629005, "loss_maskiou": 0.004177206490567187, "loss_sem_seg": 0.17386332130990922, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8974646878455816, "mask_rcnn/false_negative": 0.08019047860231132, "mask_rcnn/false_positive": 0.12844628117617451, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 25.5, "time": 0.7482677297666669, "total_loss": 1.4005098681373056} {"data_time": 0.01637763250619173, "eta_seconds": 6871.395094439387, "iteration": 260879, "loss_fcos_cls": 0.19855117099359632, "loss_fcos_ctr": 0.6152202244848013, "loss_fcos_loc": 0.16944152442738414, "loss_mask": 0.26087075751274824, "loss_maskiou": 0.004718547439551912, "loss_sem_seg": 0.1873070860747248, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8796299213855503, "mask_rcnn/false_negative": 0.09438354755843689, "mask_rcnn/false_positive": 0.13983433741422108, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 34.0, "time": 0.7425742726773024, "total_loss": 1.4628470405441476} {"data_time": 0.016254885122179985, "eta_seconds": 6855.265197893605, "iteration": 260899, "loss_fcos_cls": 0.1979103675694205, "loss_fcos_ctr": 0.6136106955818832, "loss_fcos_loc": 0.16219886764883995, "loss_mask": 0.24721968546509743, "loss_maskiou": 0.004410190318594687, "loss_sem_seg": 0.1876262214500457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8748938375839932, "mask_rcnn/false_negative": 0.09695515044614757, "mask_rcnn/false_positive": 0.14532778690791462, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.25, "time": 0.7506480496376753, "total_loss": 1.413093872833997} {"data_time": 0.01602051593363285, "eta_seconds": 6838.548685552552, "iteration": 260919, "loss_fcos_cls": 0.19695638166740537, "loss_fcos_ctr": 0.6136466492898762, "loss_fcos_loc": 0.16118583967909217, "loss_mask": 0.25055969413369894, "loss_maskiou": 0.0038577994710067287, "loss_sem_seg": 0.18208952620625496, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9138790516206483, "mask_rcnn/false_negative": 0.0800498207908737, "mask_rcnn/false_positive": 0.11369193611343943, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 28.0, "time": 0.7556735510006547, "total_loss": 1.4050728158617858} {"data_time": 0.015781071037054062, "eta_seconds": 6815.8520121555775, "iteration": 260939, "loss_fcos_cls": 0.2036119360709563, "loss_fcos_ctr": 0.6152332359924912, "loss_fcos_loc": 0.16146126098465174, "loss_mask": 0.24819956999272108, "loss_maskiou": 0.004866624163696542, "loss_sem_seg": 0.15838511451147497, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8849649790229681, "mask_rcnn/false_negative": 0.08428032777719968, "mask_rcnn/false_positive": 0.1237225245417055, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.75, "time": 0.7419164152815938, "total_loss": 1.3786233612991055} {"data_time": 0.016502133570611477, "eta_seconds": 6791.401696840301, "iteration": 260959, "loss_fcos_cls": 0.20014964835718274, "loss_fcos_ctr": 0.6158563275821507, "loss_fcos_loc": 0.177832042099908, "loss_mask": 0.25441385759040713, "loss_maskiou": 0.004547219927189872, "loss_sem_seg": 0.1990879182703793, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941374845392702, "mask_rcnn/false_negative": 0.09428308128488491, "mask_rcnn/false_positive": 0.13230728728010122, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 25.5, "time": 0.7339930208399892, "total_loss": 1.4677806820400292} {"data_time": 0.016115239821374416, "eta_seconds": 6780.53428606689, "iteration": 260979, "loss_fcos_cls": 0.18727356777526438, "loss_fcos_ctr": 0.6139351483434439, "loss_fcos_loc": 0.16908293368760496, "loss_mask": 0.25599094945937395, "loss_maskiou": 0.004044965928187594, "loss_sem_seg": 0.18217305396683514, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919830969286795, "mask_rcnn/false_negative": 0.08783880999209762, "mask_rcnn/false_positive": 0.1398140581652041, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 32.75, "time": 0.7426330335438251, "total_loss": 1.4344570319226477} {"data_time": 0.016356490552425385, "eta_seconds": 6765.501508578658, "iteration": 260999, "loss_fcos_cls": 0.19867344526574016, "loss_fcos_ctr": 0.6189780766144395, "loss_fcos_loc": 0.17367473640479147, "loss_mask": 0.25755841564387083, "loss_maskiou": 0.004834366234717891, "loss_sem_seg": 0.18179473641794175, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9037577201933404, "mask_rcnn/false_negative": 0.07965313266364808, "mask_rcnn/false_positive": 0.1375141589795517, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.0, "time": 0.7701806398108602, "total_loss": 1.4320892396208365} {"data_time": 0.01488325372338295, "eta_seconds": 6751.861580834724, "iteration": 261019, "loss_fcos_cls": 0.18910875357687473, "loss_fcos_ctr": 0.6146637992933393, "loss_fcos_loc": 0.162407954223454, "loss_mask": 0.2498712157830596, "loss_maskiou": 0.004284627339075087, "loss_sem_seg": 0.1743042792659253, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9016073565975303, "mask_rcnn/false_negative": 0.08543118204381414, "mask_rcnn/false_positive": 0.1215666482431993, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.25, "time": 0.7502447357401252, "total_loss": 1.3823450347481412} {"data_time": 0.015763388015329838, "eta_seconds": 6735.435953602195, "iteration": 261039, "loss_fcos_cls": 0.19592299545183778, "loss_fcos_ctr": 0.6149439350701869, "loss_fcos_loc": 0.16915789782069623, "loss_mask": 0.25608693808317184, "loss_maskiou": 0.004056924015458208, "loss_sem_seg": 0.18083816207945347, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895638603674318, "mask_rcnn/false_negative": 0.0903531872963832, "mask_rcnn/false_positive": 0.11925960438727673, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 21.25, "time": 0.7504379637539387, "total_loss": 1.4142415796304704} {"data_time": 0.01580193918198347, "eta_seconds": 6721.789822318591, "iteration": 261059, "loss_fcos_cls": 0.18641165940789506, "loss_fcos_ctr": 0.6136028030887246, "loss_fcos_loc": 0.1563605279661715, "loss_mask": 0.2560707023367286, "loss_maskiou": 0.0049876674165716395, "loss_sem_seg": 0.1894169393926859, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8900301242656153, "mask_rcnn/false_negative": 0.08601123685817275, "mask_rcnn/false_positive": 0.11566461506540399, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 28.5, "time": 0.757819477468729, "total_loss": 1.4278199097607285} {"data_time": 0.016843605786561966, "eta_seconds": 6706.753943060525, "iteration": 261079, "loss_fcos_cls": 0.197104572202079, "loss_fcos_ctr": 0.6155564696528018, "loss_fcos_loc": 0.18404098425526172, "loss_mask": 0.26455747429281473, "loss_maskiou": 0.005153151418198831, "loss_sem_seg": 0.19466510973870754, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8991374650635449, "mask_rcnn/false_negative": 0.0905048559057545, "mask_rcnn/false_positive": 0.11843995174370262, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 28.0, "time": 0.7614696398377419, "total_loss": 1.443897393230145} {"data_time": 0.015706386417150497, "eta_seconds": 6688.164293322712, "iteration": 261099, "loss_fcos_cls": 0.1974231111817062, "loss_fcos_ctr": 0.6152896569110453, "loss_fcos_loc": 0.16673736472148448, "loss_mask": 0.25307318568229675, "loss_maskiou": 0.004492323379963636, "loss_sem_seg": 0.17911522462964058, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9079117562517964, "mask_rcnn/false_negative": 0.09920225990195963, "mask_rcnn/false_positive": 0.08978643481685769, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.25, "time": 0.7435254855081439, "total_loss": 1.4161218995504896} {"data_time": 0.016355587169528008, "eta_seconds": 6674.625829682685, "iteration": 261119, "loss_fcos_cls": 0.19902865326730534, "loss_fcos_ctr": 0.6180755798704922, "loss_fcos_loc": 0.16956241650041193, "loss_mask": 0.25882839877158403, "loss_maskiou": 0.004881217972069862, "loss_sem_seg": 0.17630203976295888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828492935635792, "mask_rcnn/false_negative": 0.09008297494937902, "mask_rcnn/false_positive": 0.14874278449345057, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 35.5, "time": 0.7660352131351829, "total_loss": 1.4196416158956708} {"data_time": 0.015321518294513226, "eta_seconds": 6658.10850501433, "iteration": 261139, "loss_fcos_cls": 0.19708649697713554, "loss_fcos_ctr": 0.6159313614480197, "loss_fcos_loc": 0.17329225526191294, "loss_mask": 0.2598954918794334, "loss_maskiou": 0.004601145865308354, "loss_sem_seg": 0.18141814460977912, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8895355017006803, "mask_rcnn/false_negative": 0.09532472957145477, "mask_rcnn/false_positive": 0.11584420580727658, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 28.0, "time": 0.7532497206702828, "total_loss": 1.4194012162697618} {"data_time": 0.016039813868701458, "eta_seconds": 6641.141331491992, "iteration": 261159, "loss_fcos_cls": 0.19247639930108562, "loss_fcos_ctr": 0.6160228536464274, "loss_fcos_loc": 0.16535989579278976, "loss_mask": 0.25182465743273497, "loss_maskiou": 0.004553742848656839, "loss_sem_seg": 0.17811966419685632, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8869391025641026, "mask_rcnn/false_negative": 0.08700985834905217, "mask_rcnn/false_positive": 0.14895964510273818, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 30.0, "time": 0.7488489048555493, "total_loss": 1.424821354339656} {"data_time": 0.016442833468317986, "eta_seconds": 6610.983058334328, "iteration": 261179, "loss_fcos_cls": 0.1943585374392569, "loss_fcos_ctr": 0.6139838532544672, "loss_fcos_loc": 0.16126176540274173, "loss_mask": 0.2416472788900137, "loss_maskiou": 0.004005598948424449, "loss_sem_seg": 0.17737557017244399, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.901415395828661, "mask_rcnn/false_negative": 0.09828760187646106, "mask_rcnn/false_positive": 0.13116711169203904, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 28.0, "time": 0.7261206293478608, "total_loss": 1.4025182035138641} {"data_time": 0.014952088706195354, "eta_seconds": 6607.243330934085, "iteration": 261199, "loss_fcos_cls": 0.19441549421753734, "loss_fcos_ctr": 0.6157428501173854, "loss_fcos_loc": 0.16447451896965504, "loss_mask": 0.24952152837067842, "loss_maskiou": 0.004703638100181706, "loss_sem_seg": 0.18377875396981835, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.886384918874382, "mask_rcnn/false_negative": 0.11135968971362009, "mask_rcnn/false_positive": 0.1193846438051759, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 27.5, "time": 0.7590024378150702, "total_loss": 1.4051979948708322} {"data_time": 0.015135794878005981, "eta_seconds": 6587.093881459907, "iteration": 261219, "loss_fcos_cls": 0.19378313061315566, "loss_fcos_ctr": 0.6153904716484249, "loss_fcos_loc": 0.16598154441453516, "loss_mask": 0.24389243498444557, "loss_maskiou": 0.004518841233220883, "loss_sem_seg": 0.1733907654415816, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8787437948152234, "mask_rcnn/false_negative": 0.09565032270200413, "mask_rcnn/false_positive": 0.1497099334696304, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 40.75, "time": 0.7602748908102512, "total_loss": 1.4151503398779823} {"data_time": 0.015575883910059929, "eta_seconds": 6581.0473029296845, "iteration": 261239, "loss_fcos_cls": 0.20673963439185172, "loss_fcos_ctr": 0.6149702165275812, "loss_fcos_loc": 0.17518372816266492, "loss_mask": 0.26462524896487594, "loss_maskiou": 0.004975962612661533, "loss_sem_seg": 0.17713278578594327, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8612740735030275, "mask_rcnn/false_negative": 0.08909023525790188, "mask_rcnn/false_positive": 0.14737553916254625, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 26.5, "time": 0.7645158069208264, "total_loss": 1.4276446345174918} {"data_time": 0.017253458499908447, "eta_seconds": 6564.876031677239, "iteration": 261259, "loss_fcos_cls": 0.19760365365073085, "loss_fcos_ctr": 0.6133711752481759, "loss_fcos_loc": 0.16237441124394536, "loss_mask": 0.23546809144318104, "loss_maskiou": 0.0038785142205597367, "loss_sem_seg": 0.17468686285428703, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8930605109176538, "mask_rcnn/false_negative": 0.09587681426334499, "mask_rcnn/false_positive": 0.11128704757818095, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.5, "time": 0.7372719626873732, "total_loss": 1.3793401727089076} {"data_time": 0.016700446605682373, "eta_seconds": 6549.855150698684, "iteration": 261279, "loss_fcos_cls": 0.19767172742285766, "loss_fcos_ctr": 0.6155741177499294, "loss_fcos_loc": 0.1719084340147674, "loss_mask": 0.24711425974965096, "loss_maskiou": 0.004459158677491359, "loss_sem_seg": 0.19589980621822178, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8925559807256236, "mask_rcnn/false_negative": 0.08207844208211515, "mask_rcnn/false_positive": 0.12542646094285598, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.0, "time": 0.7517868811264634, "total_loss": 1.4185952503539738} {"data_time": 0.015647098422050476, "eta_seconds": 6535.976781507954, "iteration": 261299, "loss_fcos_cls": 0.1975200737360865, "loss_fcos_ctr": 0.6196620273403823, "loss_fcos_loc": 0.17545371712185442, "loss_mask": 0.2549325693398714, "loss_maskiou": 0.004807195873581804, "loss_sem_seg": 0.18266729090828449, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8857986892625447, "mask_rcnn/false_negative": 0.09470543283272781, "mask_rcnn/false_positive": 0.13648089855064333, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 24.0, "time": 0.756330949254334, "total_loss": 1.4445542026878684} {"data_time": 0.017636346630752087, "eta_seconds": 6525.944909608923, "iteration": 261319, "loss_fcos_cls": 0.20152754802256823, "loss_fcos_ctr": 0.6127687208354473, "loss_fcos_loc": 0.16684043663553894, "loss_mask": 0.2540233237668872, "loss_maskiou": 0.004258800661773421, "loss_sem_seg": 0.19887166644912213, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.914923975542598, "mask_rcnn/false_negative": 0.06336438019805533, "mask_rcnn/false_positive": 0.11595544391706547, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.25, "time": 0.7637767288833857, "total_loss": 1.434239356953185} {"data_time": 0.016824446618556976, "eta_seconds": 6507.133516252041, "iteration": 261339, "loss_fcos_cls": 0.18987427721731365, "loss_fcos_ctr": 0.6149851186200976, "loss_fcos_loc": 0.174371782457456, "loss_mask": 0.24279175605624914, "loss_maskiou": 0.0043097696543554775, "loss_sem_seg": 0.2034780289977789, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8711491298018526, "mask_rcnn/false_negative": 0.11505895923238907, "mask_rcnn/false_positive": 0.14123176588281894, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 31.75, "time": 0.7411674652248621, "total_loss": 1.4255709907229175} {"data_time": 0.014794796705245972, "eta_seconds": 6494.896529236808, "iteration": 261359, "loss_fcos_cls": 0.19068881077691913, "loss_fcos_ctr": 0.615831809816882, "loss_fcos_loc": 0.16296452446840703, "loss_mask": 0.24626608658581972, "loss_maskiou": 0.004136417082918342, "loss_sem_seg": 0.1889736510347575, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9097222429299013, "mask_rcnn/false_negative": 0.08446535395914392, "mask_rcnn/false_positive": 0.09951519930230246, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.0, "time": 0.7481029676273465, "total_loss": 1.4171980319661088} {"data_time": 0.01681383978575468, "eta_seconds": 6477.080942571163, "iteration": 261379, "loss_fcos_cls": 0.18361407541669905, "loss_fcos_ctr": 0.6159996883943677, "loss_fcos_loc": 0.1653444862458855, "loss_mask": 0.24456641171127558, "loss_maskiou": 0.004116959933526232, "loss_sem_seg": 0.15694334218278527, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8609924583138868, "mask_rcnn/false_negative": 0.09595744488634059, "mask_rcnn/false_positive": 0.182973797599224, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 33.0, "time": 0.7533434061333537, "total_loss": 1.3770227159184287} {"data_time": 0.015914855524897575, "eta_seconds": 6462.054655730724, "iteration": 261399, "loss_fcos_cls": 0.19287652184721082, "loss_fcos_ctr": 0.612118502613157, "loss_fcos_loc": 0.15985453070607036, "loss_mask": 0.2425746275112033, "loss_maskiou": 0.004305722730350681, "loss_sem_seg": 0.1581682477844879, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8940676627793975, "mask_rcnn/false_negative": 0.08005115613675479, "mask_rcnn/false_positive": 0.12695331068609408, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 24.25, "time": 0.7640881845727563, "total_loss": 1.3702721969057166} {"data_time": 0.01847699750214815, "eta_seconds": 6447.0283688902855, "iteration": 261419, "loss_fcos_cls": 0.20145040738862008, "loss_fcos_ctr": 0.6139589217491448, "loss_fcos_loc": 0.16768476460129023, "loss_mask": 0.2547651845961809, "loss_maskiou": 0.004661999941163231, "loss_sem_seg": 0.19575220625847578, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8966897473275024, "mask_rcnn/false_negative": 0.09011723038830541, "mask_rcnn/false_positive": 0.12687218278633924, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 29.75, "time": 0.7470972454175353, "total_loss": 1.4700207600326394} {"data_time": 0.01495361514389515, "eta_seconds": 6425.067997967824, "iteration": 261439, "loss_fcos_cls": 0.1966165064368397, "loss_fcos_ctr": 0.6148026278242469, "loss_fcos_loc": 0.1680153973866254, "loss_mask": 0.2354660239070654, "loss_maskiou": 0.0039535919786430895, "loss_sem_seg": 0.17950708116404712, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8865907158317872, "mask_rcnn/false_negative": 0.09676324545475562, "mask_rcnn/false_positive": 0.1316391290715587, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 31.25, "time": 0.7264641830697656, "total_loss": 1.4157334819610696} {"data_time": 0.01572686806321144, "eta_seconds": 6403.826086820103, "iteration": 261459, "loss_fcos_cls": 0.2005058443173766, "loss_fcos_ctr": 0.6187634533271194, "loss_fcos_loc": 0.17168068734463304, "loss_mask": 0.2506036376580596, "loss_maskiou": 0.004306514281779528, "loss_sem_seg": 0.19531204365193844, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953525507602327, "mask_rcnn/false_negative": 0.08696069593571401, "mask_rcnn/false_positive": 0.11301108849458734, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 32.25, "time": 0.7506439238786697, "total_loss": 1.4572697084804531} {"data_time": 0.017150025814771652, "eta_seconds": 6395.047822764143, "iteration": 261479, "loss_fcos_cls": 0.19200331799220294, "loss_fcos_ctr": 0.6155211720615625, "loss_fcos_loc": 0.16652309603523463, "loss_mask": 0.24829136580228806, "loss_maskiou": 0.004033702876768075, "loss_sem_seg": 0.19160140096209943, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.885640097875885, "mask_rcnn/false_negative": 0.09807860985301453, "mask_rcnn/false_positive": 0.1383384386680424, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 29.0, "time": 0.7667247634381056, "total_loss": 1.428686460661993} {"data_time": 0.017111035995185375, "eta_seconds": 6386.436252038926, "iteration": 261499, "loss_fcos_cls": 0.20082121971063316, "loss_fcos_ctr": 0.6127688339911401, "loss_fcos_loc": 0.16308273281902075, "loss_mask": 0.24413968017324805, "loss_maskiou": 0.0044653982477029786, "loss_sem_seg": 0.2023567291907966, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9106824480971634, "mask_rcnn/false_negative": 0.08781501552216943, "mask_rcnn/false_positive": 0.10284333783364456, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 26.25, "time": 0.7662376454100013, "total_loss": 1.4001184840453789} {"data_time": 0.015246246010065079, "eta_seconds": 6374.634586790577, "iteration": 261519, "loss_fcos_cls": 0.20235742069780827, "loss_fcos_ctr": 0.6153702521696687, "loss_fcos_loc": 0.16481093742186204, "loss_mask": 0.2413260224275291, "loss_maskiou": 0.004615821715560742, "loss_sem_seg": 0.17960317712277174, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858560338146607, "mask_rcnn/false_negative": 0.0889478693101235, "mask_rcnn/false_positive": 0.1199794738779753, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 27.5, "time": 0.7627369798719883, "total_loss": 1.4160929305799073} {"data_time": 0.0158328702673316, "eta_seconds": 6364.525470348075, "iteration": 261539, "loss_fcos_cls": 0.19744767574593425, "loss_fcos_ctr": 0.6161043029278517, "loss_fcos_loc": 0.17345633613876998, "loss_mask": 0.2586000836454332, "loss_maskiou": 0.004851767989748623, "loss_sem_seg": 0.16360538266599178, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942042857859185, "mask_rcnn/false_negative": 0.09144169633465196, "mask_rcnn/false_positive": 0.13998420756959934, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.0, "time": 0.7574373511597514, "total_loss": 1.418547806708375} {"data_time": 0.018376789055764675, "eta_seconds": 6341.3608285449445, "iteration": 261559, "loss_fcos_cls": 0.17951472592540085, "loss_fcos_ctr": 0.6118708839640021, "loss_fcos_loc": 0.15655081073055044, "loss_mask": 0.24892121367156506, "loss_maskiou": 0.004179208881396335, "loss_sem_seg": 0.19193346169777215, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.882557102702192, "mask_rcnn/false_negative": 0.11061180484926125, "mask_rcnn/false_positive": 0.11948187182791671, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 25.75, "time": 0.7406116025522351, "total_loss": 1.4016522027741303} {"data_time": 0.01810329407453537, "eta_seconds": 6324.541936020367, "iteration": 261579, "loss_fcos_cls": 0.20137130536022596, "loss_fcos_ctr": 0.6151466933079064, "loss_fcos_loc": 0.17457205499522388, "loss_mask": 0.24764664843678474, "loss_maskiou": 0.004378779369289987, "loss_sem_seg": 0.18677798751741648, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9090195727413772, "mask_rcnn/false_negative": 0.0796384680498516, "mask_rcnn/false_positive": 0.12162672726849823, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 25.75, "time": 0.7475893879309297, "total_loss": 1.4556417779313051} {"data_time": 0.014831000007689, "eta_seconds": 6314.622634878382, "iteration": 261599, "loss_fcos_cls": 0.19137582555413246, "loss_fcos_ctr": 0.6158822691068053, "loss_fcos_loc": 0.1729089105501771, "loss_mask": 0.2558291917666793, "loss_maskiou": 0.004502285984926857, "loss_sem_seg": 0.1889128885231912, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8833497393522627, "mask_rcnn/false_negative": 0.10002225376692708, "mask_rcnn/false_positive": 0.1298717743591059, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 40.5, "time": 0.760158040560782, "total_loss": 1.4197226422838867} {"data_time": 0.01759969349950552, "eta_seconds": 6305.3847231101245, "iteration": 261619, "loss_fcos_cls": 0.20573300524847582, "loss_fcos_ctr": 0.6131744040176272, "loss_fcos_loc": 0.16376614558976144, "loss_mask": 0.23917326144874096, "loss_maskiou": 0.004466444341233, "loss_sem_seg": 0.20012703514657915, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9109119525002983, "mask_rcnn/false_negative": 0.10356389759997936, "mask_rcnn/false_positive": 0.1255351721447201, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 31.75, "time": 0.7505979230627418, "total_loss": 1.4304073627426988} {"data_time": 0.01741883624345064, "eta_seconds": 6281.715822134167, "iteration": 261639, "loss_fcos_cls": 0.18441227287985384, "loss_fcos_ctr": 0.6158786443993449, "loss_fcos_loc": 0.17083670338615775, "loss_mask": 0.2565329670906067, "loss_maskiou": 0.004127354244701564, "loss_sem_seg": 0.17522789305076003, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889676097711812, "mask_rcnn/false_negative": 0.09978432590329553, "mask_rcnn/false_positive": 0.12070773950013239, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.5, "time": 0.7438016338273883, "total_loss": 1.4255415543048002} {"data_time": 0.016380880028009415, "eta_seconds": 6269.523556424305, "iteration": 261659, "loss_fcos_cls": 0.1964899773010984, "loss_fcos_ctr": 0.6135586472228169, "loss_fcos_loc": 0.16569829237414524, "loss_mask": 0.25010192673653364, "loss_maskiou": 0.00390990649611922, "loss_sem_seg": 0.17635673913173378, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893118257631443, "mask_rcnn/false_negative": 0.09326610955466894, "mask_rcnn/false_positive": 0.12608761989621578, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 32.5, "time": 0.7605231152847409, "total_loss": 1.4032855358236702} {"data_time": 0.016735604964196682, "eta_seconds": 6252.624434460886, "iteration": 261679, "loss_fcos_cls": 0.2053087274543941, "loss_fcos_ctr": 0.618624429218471, "loss_fcos_loc": 0.17520256037823856, "loss_mask": 0.257265935651958, "loss_maskiou": 0.0048661940527381375, "loss_sem_seg": 0.1894197938963771, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9057489067055393, "mask_rcnn/false_negative": 0.08902012748696228, "mask_rcnn/false_positive": 0.11048168227374781, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 20.0, "time": 0.7391297398135066, "total_loss": 1.452829385001678} {"data_time": 0.01562624517828226, "eta_seconds": 6243.197555397637, "iteration": 261699, "loss_fcos_cls": 0.19585861987434328, "loss_fcos_ctr": 0.6164480401203036, "loss_fcos_loc": 0.16757763049099594, "loss_mask": 0.2547066053375602, "loss_maskiou": 0.0044808804741478525, "loss_sem_seg": 0.20535233383998275, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881350885301855, "mask_rcnn/false_negative": 0.08804629972960679, "mask_rcnn/false_positive": 0.12359857375869363, "roi_head/num_bg_samples": 67.25, "roi_head/num_fg_samples": 30.25, "time": 0.7655492825433612, "total_loss": 1.4546678543410962} {"data_time": 0.015763860195875168, "eta_seconds": 6224.424477970228, "iteration": 261719, "loss_fcos_cls": 0.1982109327800572, "loss_fcos_ctr": 0.613886808976531, "loss_fcos_loc": 0.171277608955279, "loss_mask": 0.24118835385888815, "loss_maskiou": 0.003834729563095607, "loss_sem_seg": 0.17633146978914738, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959442527010804, "mask_rcnn/false_negative": 0.09355503485333072, "mask_rcnn/false_positive": 0.1085141198959739, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 19.25, "time": 0.7528397869318724, "total_loss": 1.42743102224631} {"data_time": 0.01645594835281372, "eta_seconds": 6213.113480922766, "iteration": 261739, "loss_fcos_cls": 0.20366058906074613, "loss_fcos_ctr": 0.6148247355595231, "loss_fcos_loc": 0.1677866808604449, "loss_mask": 0.24202543124556541, "loss_maskiou": 0.004439071184606291, "loss_sem_seg": 0.17999898688867688, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040658086542888, "mask_rcnn/false_negative": 0.0843872111467206, "mask_rcnn/false_positive": 0.12526821037540473, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 31.75, "time": 0.7633658163249493, "total_loss": 1.4100522365770303} {"data_time": 0.015825197100639343, "eta_seconds": 6203.200143889524, "iteration": 261759, "loss_fcos_cls": 0.19940698723075911, "loss_fcos_ctr": 0.6166764693334699, "loss_fcos_loc": 0.16764433676144108, "loss_mask": 0.2416688846424222, "loss_maskiou": 0.004230528276821133, "loss_sem_seg": 0.19333546166308224, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88408448822567, "mask_rcnn/false_negative": 0.0886084471189613, "mask_rcnn/false_positive": 0.14947501078780384, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 35.5, "time": 0.7440552497282624, "total_loss": 1.426198957451561} {"data_time": 0.01629740372300148, "eta_seconds": 6184.42894330062, "iteration": 261779, "loss_fcos_cls": 0.1915067038498819, "loss_fcos_ctr": 0.6147537101060152, "loss_fcos_loc": 0.16339416964910924, "loss_mask": 0.2477078242227435, "loss_maskiou": 0.004502261166635435, "loss_sem_seg": 0.18049870477989316, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.907671662414966, "mask_rcnn/false_negative": 0.08049733512697771, "mask_rcnn/false_positive": 0.11614719902812035, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 28.0, "time": 0.7593471091240644, "total_loss": 1.4242899641249096} {"data_time": 0.015405994839966297, "eta_seconds": 6169.3835012782365, "iteration": 261799, "loss_fcos_cls": 0.19493209570646286, "loss_fcos_ctr": 0.6121435253880918, "loss_fcos_loc": 0.16374807804822922, "loss_mask": 0.2466267361305654, "loss_maskiou": 0.0042130090441787615, "loss_sem_seg": 0.18463850999251008, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8815369897959184, "mask_rcnn/false_negative": 0.10442566045316708, "mask_rcnn/false_positive": 0.12029497744726618, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.5, "time": 0.7462704917415977, "total_loss": 1.4176016297169554} {"data_time": 0.019150282256305218, "eta_seconds": 6159.916252294555, "iteration": 261819, "loss_fcos_cls": 0.1906740185804665, "loss_fcos_ctr": 0.6155294040217996, "loss_fcos_loc": 0.16359609353821725, "loss_mask": 0.251723547000438, "loss_maskiou": 0.004146009938267525, "loss_sem_seg": 0.16247252246830612, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8716569648849044, "mask_rcnn/false_negative": 0.10907736286910381, "mask_rcnn/false_positive": 0.1460038454459684, "roi_head/num_bg_samples": 70.75, "roi_head/num_fg_samples": 26.75, "time": 0.7646603304892778, "total_loss": 1.4009020520170452} {"data_time": 0.015634682029485703, "eta_seconds": 6141.698509753682, "iteration": 261839, "loss_fcos_cls": 0.18843414401635528, "loss_fcos_ctr": 0.6159176155924797, "loss_fcos_loc": 0.1654646807583049, "loss_mask": 0.2527307770214975, "loss_maskiou": 0.004067707690410316, "loss_sem_seg": 0.17807920894119889, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8890530110511637, "mask_rcnn/false_negative": 0.09509594812577121, "mask_rcnn/false_positive": 0.1325471902461321, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 27.75, "time": 0.7410486163571477, "total_loss": 1.4108007621907745} {"data_time": 0.0164972934871912, "eta_seconds": 6123.240086985752, "iteration": 261859, "loss_fcos_cls": 0.1983504369854927, "loss_fcos_ctr": 0.6146389776840806, "loss_fcos_loc": 0.1736584046157077, "loss_mask": 0.2555494480766356, "loss_maskiou": 0.004263817354512867, "loss_sem_seg": 0.18403146020136774, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.877707997864669, "mask_rcnn/false_negative": 0.10114608337951635, "mask_rcnn/false_positive": 0.12421920643242176, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 29.75, "time": 0.7308610146865249, "total_loss": 1.426931409885583} {"data_time": 0.016674714162945747, "eta_seconds": 6111.595833563246, "iteration": 261879, "loss_fcos_cls": 0.19663628237321973, "loss_fcos_ctr": 0.6164165008813143, "loss_fcos_loc": 0.17298399494029582, "loss_mask": 0.262323385104537, "loss_maskiou": 0.00436472897126805, "loss_sem_seg": 0.19822306279093027, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8823306803995006, "mask_rcnn/false_negative": 0.09675884000092091, "mask_rcnn/false_positive": 0.1402976212140898, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 37.75, "time": 0.7606646260246634, "total_loss": 1.4591103210113943} {"data_time": 0.01722460612654686, "eta_seconds": 6094.15629116632, "iteration": 261899, "loss_fcos_cls": 0.19802051573060453, "loss_fcos_ctr": 0.6174536664038897, "loss_fcos_loc": 0.18136543058790267, "loss_mask": 0.24786899611353874, "loss_maskiou": 0.004359666199889034, "loss_sem_seg": 0.20243424584623426, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891798740772905, "mask_rcnn/false_negative": 0.09377479944576009, "mask_rcnn/false_positive": 0.13841685695842515, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.25, "time": 0.7436126414686441, "total_loss": 1.4689786896014994} {"data_time": 0.015547499991953373, "eta_seconds": 6081.49315737281, "iteration": 261919, "loss_fcos_cls": 0.19805577804800123, "loss_fcos_ctr": 0.614491805434227, "loss_fcos_loc": 0.17024740460328758, "loss_mask": 0.26637060241773725, "loss_maskiou": 0.004714484632131644, "loss_sem_seg": 0.20249407715164125, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9029802397149336, "mask_rcnn/false_negative": 0.09450083458901067, "mask_rcnn/false_positive": 0.11005619204600835, "roi_head/num_bg_samples": 44.75, "roi_head/num_fg_samples": 24.0, "time": 0.7660966338589787, "total_loss": 1.4700438347354066} {"data_time": 0.015871144831180573, "eta_seconds": 6069.561778480187, "iteration": 261939, "loss_fcos_cls": 0.19306248310022056, "loss_fcos_ctr": 0.6160806166008115, "loss_fcos_loc": 0.16749044915195554, "loss_mask": 0.262752965092659, "loss_maskiou": 0.004837617605517153, "loss_sem_seg": 0.16973763797432184, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862360048185941, "mask_rcnn/false_negative": 0.10789153905898766, "mask_rcnn/false_positive": 0.12516867535661108, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 25.75, "time": 0.7391756279394031, "total_loss": 1.4019302917658933} {"data_time": 0.016819757409393787, "eta_seconds": 6058.115946161561, "iteration": 261959, "loss_fcos_cls": 0.19342539878562093, "loss_fcos_ctr": 0.6185569064691663, "loss_fcos_loc": 0.17088722647167742, "loss_mask": 0.2552981749176979, "loss_maskiou": 0.004337943435530178, "loss_sem_seg": 0.1747730451170355, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880857108729779, "mask_rcnn/false_negative": 0.0957194424126738, "mask_rcnn/false_positive": 0.131928154211217, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 23.5, "time": 0.751995294354856, "total_loss": 1.4396531109159696} {"data_time": 0.01477738842368126, "eta_seconds": 6043.002334700897, "iteration": 261979, "loss_fcos_cls": 0.20245705865090713, "loss_fcos_ctr": 0.6173596291337162, "loss_fcos_loc": 0.17216490645660087, "loss_mask": 0.2516307672485709, "loss_maskiou": 0.004703484697529348, "loss_sem_seg": 0.17808828689157963, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9053789337738674, "mask_rcnn/false_negative": 0.08647953635421435, "mask_rcnn/false_positive": 0.11100157353570506, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 23.25, "time": 0.7420121403411031, "total_loss": 1.4520795535718207} {"data_time": 0.016094956547021866, "eta_seconds": 6026.822855109349, "iteration": 261999, "loss_fcos_cls": 0.204721245681867, "loss_fcos_ctr": 0.6151351779699326, "loss_fcos_loc": 0.17188219353556633, "loss_mask": 0.26728309877216816, "loss_maskiou": 0.0048722657083999366, "loss_sem_seg": 0.17528572701849043, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8784512057928762, "mask_rcnn/false_negative": 0.1048119591765623, "mask_rcnn/false_positive": 0.10728976587565107, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 23.25, "time": 0.7561011062934995, "total_loss": 1.4266377990861656} {"data_time": 0.015213275328278542, "eta_seconds": 6011.757681118324, "iteration": 262019, "loss_fcos_cls": 0.19458189513534307, "loss_fcos_ctr": 0.6155741540715098, "loss_fcos_loc": 0.16466026799753308, "loss_mask": 0.26087381690740585, "loss_maskiou": 0.004845345494686626, "loss_sem_seg": 0.1801566465292126, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8747379765859833, "mask_rcnn/false_negative": 0.10713819909183955, "mask_rcnn/false_positive": 0.12654120803110694, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 24.5, "time": 0.7460709121078253, "total_loss": 1.4287464520457434} {"data_time": 0.01694085355848074, "eta_seconds": 5996.6925071273, "iteration": 262039, "loss_fcos_cls": 0.19918826618231833, "loss_fcos_ctr": 0.6143836779519916, "loss_fcos_loc": 0.17082003914401866, "loss_mask": 0.26174287404865026, "loss_maskiou": 0.004686287062213523, "loss_sem_seg": 0.17369137005880475, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8808799987606379, "mask_rcnn/false_negative": 0.10181454036310827, "mask_rcnn/false_positive": 0.13041723690213006, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 29.0, "time": 0.7514879824593663, "total_loss": 1.4248775130981812} {"data_time": 0.016241165809333324, "eta_seconds": 5979.207304665819, "iteration": 262059, "loss_fcos_cls": 0.19635780982207507, "loss_fcos_ctr": 0.6139810543972999, "loss_fcos_loc": 0.17446258658310398, "loss_mask": 0.25876361411064863, "loss_maskiou": 0.004684216379246209, "loss_sem_seg": 0.20694088749587536, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866800954298519, "mask_rcnn/false_negative": 0.08804952831390331, "mask_rcnn/false_positive": 0.12403115477753848, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.75, "time": 0.744008899666369, "total_loss": 1.4523503702948801} {"data_time": 0.01605978049337864, "eta_seconds": 5964.148225696757, "iteration": 262079, "loss_fcos_cls": 0.19083595019765198, "loss_fcos_ctr": 0.6142348069697618, "loss_fcos_loc": 0.1650052834302187, "loss_mask": 0.2504649478942156, "loss_maskiou": 0.005089628277346492, "loss_sem_seg": 0.18500593723729253, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8940834645028224, "mask_rcnn/false_negative": 0.0899335446754605, "mask_rcnn/false_positive": 0.12549556376361287, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 27.25, "time": 0.773740291595459, "total_loss": 1.4341732663451694} {"data_time": 0.016323662362992764, "eta_seconds": 5952.810779692605, "iteration": 262099, "loss_fcos_cls": 0.18920051830355078, "loss_fcos_ctr": 0.6163252322003245, "loss_fcos_loc": 0.17363859247416258, "loss_mask": 0.262367376126349, "loss_maskiou": 0.004557144959107973, "loss_sem_seg": 0.19534398324321955, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978919294990724, "mask_rcnn/false_negative": 0.09672652206836345, "mask_rcnn/false_positive": 0.12913103382804608, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.5, "time": 0.7764311488717794, "total_loss": 1.4358663608145434} {"data_time": 0.018092402257025242, "eta_seconds": 5932.917794217356, "iteration": 262119, "loss_fcos_cls": 0.2031055276747793, "loss_fcos_ctr": 0.61234425380826, "loss_fcos_loc": 0.1580464467406273, "loss_mask": 0.2464187596924603, "loss_maskiou": 0.004836027383134933, "loss_sem_seg": 0.1799036980373785, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8902003750218036, "mask_rcnn/false_negative": 0.09295935781860648, "mask_rcnn/false_positive": 0.12298269097290246, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.5, "time": 0.7487097950652242, "total_loss": 1.4105393931131402} {"data_time": 0.01577302534133196, "eta_seconds": 5915.928438325413, "iteration": 262139, "loss_fcos_cls": 0.21042940439656377, "loss_fcos_ctr": 0.6147789526730776, "loss_fcos_loc": 0.17651005124207586, "loss_mask": 0.24607989750802517, "loss_maskiou": 0.004043721646667109, "loss_sem_seg": 0.19629030511714518, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992873339812115, "mask_rcnn/false_negative": 0.07295152983928127, "mask_rcnn/false_positive": 0.132717982569584, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.5, "time": 0.745455265045166, "total_loss": 1.4413447880069725} {"data_time": 0.018046428449451923, "eta_seconds": 5902.805281621404, "iteration": 262159, "loss_fcos_cls": 0.20202998910099268, "loss_fcos_ctr": 0.6171158654615283, "loss_fcos_loc": 0.16988950117956847, "loss_mask": 0.25027153035625815, "loss_maskiou": 0.004397714990773238, "loss_sem_seg": 0.17543409625068307, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018289133835352, "mask_rcnn/false_negative": 0.09455479550009994, "mask_rcnn/false_positive": 0.10325796981905175, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.25, "time": 0.7623470053076744, "total_loss": 1.4194509205844952} {"data_time": 0.015657861717045307, "eta_seconds": 5890.864083236083, "iteration": 262179, "loss_fcos_cls": 0.18828423146624118, "loss_fcos_ctr": 0.6158222937956452, "loss_fcos_loc": 0.16626589867519215, "loss_mask": 0.2434050254523754, "loss_maskiou": 0.00405051853886107, "loss_sem_seg": 0.18882494536228478, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.884517322683634, "mask_rcnn/false_negative": 0.10521059495376994, "mask_rcnn/false_positive": 0.1395530524469485, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 25.5, "time": 0.7514627501368523, "total_loss": 1.4195340426667826} {"data_time": 0.015468597412109375, "eta_seconds": 5872.692769025452, "iteration": 262199, "loss_fcos_cls": 0.19627136120107025, "loss_fcos_ctr": 0.6173947895877063, "loss_fcos_loc": 0.17090378538705409, "loss_mask": 0.24531588330864906, "loss_maskiou": 0.004264019131369423, "loss_sem_seg": 0.18130052811466157, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891801479908734, "mask_rcnn/false_negative": 0.08146467613823423, "mask_rcnn/false_positive": 0.12789819595087576, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 25.25, "time": 0.7409203415736556, "total_loss": 1.422747388263815} {"data_time": 0.016523148864507675, "eta_seconds": 5857.360959965736, "iteration": 262219, "loss_fcos_cls": 0.1829806090099737, "loss_fcos_ctr": 0.6149552743881941, "loss_fcos_loc": 0.1675065498566255, "loss_mask": 0.24590962752699852, "loss_maskiou": 0.004478390794247389, "loss_sem_seg": 0.18749447539448738, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8884017496432981, "mask_rcnn/false_negative": 0.10268088438076536, "mask_rcnn/false_positive": 0.11228317395492159, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 35.25, "time": 0.7462687008082867, "total_loss": 1.4216993207737687} {"data_time": 0.016016253270208836, "eta_seconds": 5836.092011025175, "iteration": 262239, "loss_fcos_cls": 0.20369340339675546, "loss_fcos_ctr": 0.6155018983408809, "loss_fcos_loc": 0.1714274963014759, "loss_mask": 0.24576257029548287, "loss_maskiou": 0.004386078671814175, "loss_sem_seg": 0.20168493106029928, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.886548273155416, "mask_rcnn/false_negative": 0.07903422776134891, "mask_rcnn/false_positive": 0.1584912151934912, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 33.0, "time": 0.7375595113262534, "total_loss": 1.4131250178616028} {"data_time": 0.015555964782834053, "eta_seconds": 5823.738699808717, "iteration": 262259, "loss_fcos_cls": 0.1999989040195942, "loss_fcos_ctr": 0.6141379978507757, "loss_fcos_loc": 0.16107010981068015, "loss_mask": 0.24022228084504604, "loss_maskiou": 0.0038944798106967937, "loss_sem_seg": 0.17498891637660563, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921379407025969, "mask_rcnn/false_negative": 0.07438146638862057, "mask_rcnn/false_positive": 0.14950619927255454, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 26.75, "time": 0.758904573507607, "total_loss": 1.4181086571261403} {"data_time": 0.015550492331385612, "eta_seconds": 5808.692223384976, "iteration": 262279, "loss_fcos_cls": 0.1935553631046787, "loss_fcos_ctr": 0.614292411133647, "loss_fcos_loc": 0.16659046080894768, "loss_mask": 0.2524507399648428, "loss_maskiou": 0.004726660088635981, "loss_sem_seg": 0.1834157924167812, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8745005731612874, "mask_rcnn/false_negative": 0.10503390700494417, "mask_rcnn/false_positive": 0.14967789553118632, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 29.75, "time": 0.7484846953302622, "total_loss": 1.4053850931377383} {"data_time": 0.017539096996188164, "eta_seconds": 5788.466719580814, "iteration": 262299, "loss_fcos_cls": 0.19678829540498555, "loss_fcos_ctr": 0.614279143512249, "loss_fcos_loc": 0.1659797680331394, "loss_mask": 0.24845235981047153, "loss_maskiou": 0.004254069182934472, "loss_sem_seg": 0.19739915942773223, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859197244645471, "mask_rcnn/false_negative": 0.09034842478076047, "mask_rcnn/false_positive": 0.1248285128827542, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 25.25, "time": 0.7407231219112873, "total_loss": 1.433701105081127} {"data_time": 0.015180307440459728, "eta_seconds": 5770.807404510677, "iteration": 262319, "loss_fcos_cls": 0.20108224777504802, "loss_fcos_ctr": 0.616716087795794, "loss_fcos_loc": 0.16648790577892214, "loss_mask": 0.2534193410538137, "loss_maskiou": 0.0046732221089769155, "loss_sem_seg": 0.18400488048791885, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8815457131128314, "mask_rcnn/false_negative": 0.09940891782060715, "mask_rcnn/false_positive": 0.1445760749958261, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 28.25, "time": 0.7492743209004402, "total_loss": 1.4476074361155042} {"data_time": 0.01662446465343237, "eta_seconds": 5758.400667278096, "iteration": 262339, "loss_fcos_cls": 0.18370948662050068, "loss_fcos_ctr": 0.6129826316609979, "loss_fcos_loc": 0.1654005900491029, "loss_mask": 0.2384619703516364, "loss_maskiou": 0.0042429366367287, "loss_sem_seg": 0.1610789797268808, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8874034043441938, "mask_rcnn/false_negative": 0.09755728205564404, "mask_rcnn/false_positive": 0.11429347490666758, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.75, "time": 0.7570980358868837, "total_loss": 1.38303024340712} {"data_time": 0.01593608409166336, "eta_seconds": 5743.367641126737, "iteration": 262359, "loss_fcos_cls": 0.18777126213535666, "loss_fcos_ctr": 0.6131087383255363, "loss_fcos_loc": 0.1659655082039535, "loss_mask": 0.25568548310548067, "loss_maskiou": 0.0042178476578556, "loss_sem_seg": 0.18683746992610395, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8872298919567827, "mask_rcnn/false_negative": 0.095339312186981, "mask_rcnn/false_positive": 0.1357063247871934, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 31.75, "time": 0.749728319235146, "total_loss": 1.4240471306839027} {"data_time": 0.01654744241386652, "eta_seconds": 5730.815257830545, "iteration": 262379, "loss_fcos_cls": 0.19834660337073728, "loss_fcos_ctr": 0.6140782339498401, "loss_fcos_loc": 0.17302915162872523, "loss_mask": 0.25791969522833824, "loss_maskiou": 0.004259766108589247, "loss_sem_seg": 0.17915273527614772, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8918461977267396, "mask_rcnn/false_negative": 0.0847981216209667, "mask_rcnn/false_positive": 0.13819689680690658, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 29.5, "time": 0.7585055101662874, "total_loss": 1.4441498088199296} {"data_time": 0.015711002051830292, "eta_seconds": 5717.597356326878, "iteration": 262399, "loss_fcos_cls": 0.19621432991698384, "loss_fcos_ctr": 0.6144327456131577, "loss_fcos_loc": 0.17296262452146038, "loss_mask": 0.25468289759010077, "loss_maskiou": 0.004773172477143817, "loss_sem_seg": 0.19909615092910826, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8805739795918368, "mask_rcnn/false_negative": 0.10045211063998224, "mask_rcnn/false_positive": 0.13088483659064204, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 27.75, "time": 0.7756005031988025, "total_loss": 1.4339604941560538} {"data_time": 0.01521118450909853, "eta_seconds": 5703.7886599916965, "iteration": 262419, "loss_fcos_cls": 0.1862670232076198, "loss_fcos_ctr": 0.6154747949913144, "loss_fcos_loc": 0.16542143712285906, "loss_mask": 0.2578896740451455, "loss_maskiou": 0.004723856716736918, "loss_sem_seg": 0.18621802842244506, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8648383013567917, "mask_rcnn/false_negative": 0.12804666152827776, "mask_rcnn/false_positive": 0.1472181331260597, "roi_head/num_bg_samples": 73.5, "roi_head/num_fg_samples": 30.0, "time": 0.7636306192725897, "total_loss": 1.420567329714686} {"data_time": 0.01541827991604805, "eta_seconds": 5691.749931667, "iteration": 262439, "loss_fcos_cls": 0.19563613482750952, "loss_fcos_ctr": 0.6139935241080821, "loss_fcos_loc": 0.16310653323307633, "loss_mask": 0.23769405763596296, "loss_maskiou": 0.003937647532438859, "loss_sem_seg": 0.19405830698087811, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.879762009226295, "mask_rcnn/false_negative": 0.09673814976873324, "mask_rcnn/false_positive": 0.1288866399129064, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.0, "time": 0.7553229657933116, "total_loss": 1.411910901144438} {"data_time": 0.015125813893973827, "eta_seconds": 5676.136426156387, "iteration": 262459, "loss_fcos_cls": 0.19447014591423795, "loss_fcos_ctr": 0.6168416813015938, "loss_fcos_loc": 0.17028578137978911, "loss_mask": 0.2499965811148286, "loss_maskiou": 0.004564031587506179, "loss_sem_seg": 0.17116610729135573, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8813485621521335, "mask_rcnn/false_negative": 0.09821754505764162, "mask_rcnn/false_positive": 0.12119128564809861, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 31.75, "time": 0.7499504219740629, "total_loss": 1.41429533372866} {"data_time": 0.01497572474181652, "eta_seconds": 5661.082357926294, "iteration": 262479, "loss_fcos_cls": 0.19524951197672635, "loss_fcos_ctr": 0.6152759538963437, "loss_fcos_loc": 0.17065005679614842, "loss_mask": 0.2568361461162567, "loss_maskiou": 0.004537674598395824, "loss_sem_seg": 0.2039129864424467, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8885070196678135, "mask_rcnn/false_negative": 0.09407687802610601, "mask_rcnn/false_positive": 0.13952793386729223, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 27.75, "time": 0.7700637998059392, "total_loss": 1.4301329700028873} {"data_time": 0.015336122363805771, "eta_seconds": 5642.375709749758, "iteration": 262499, "loss_fcos_cls": 0.1853408404858783, "loss_fcos_ctr": 0.614300200715661, "loss_fcos_loc": 0.16410688014002517, "loss_mask": 0.2517058774828911, "loss_maskiou": 0.004502710944507271, "loss_sem_seg": 0.18222471431363374, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.892423183215594, "mask_rcnn/false_negative": 0.0983283883856356, "mask_rcnn/false_positive": 0.13427181894220003, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 31.25, "time": 0.7591356346383691, "total_loss": 1.4166123499162495} {"data_time": 0.01608224492520094, "eta_seconds": 5621.7060087947175, "iteration": 262519, "loss_fcos_cls": 0.20428954996168613, "loss_fcos_ctr": 0.6172128939069808, "loss_fcos_loc": 0.175264872610569, "loss_mask": 0.25746410619467497, "loss_maskiou": 0.0043682485847966745, "loss_sem_seg": 0.2043949451763183, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8832808072927361, "mask_rcnn/false_negative": 0.09763470568961799, "mask_rcnn/false_positive": 0.15133945709071212, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 30.0, "time": 0.7358591221272945, "total_loss": 1.468163769946841} {"data_time": 0.01564641948789358, "eta_seconds": 5605.519339285791, "iteration": 262539, "loss_fcos_cls": 0.20086687617003918, "loss_fcos_ctr": 0.6153076640330255, "loss_fcos_loc": 0.15948160912375897, "loss_mask": 0.24606556724756956, "loss_maskiou": 0.00414322947835899, "loss_sem_seg": 0.1895873756147921, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8882354572263689, "mask_rcnn/false_negative": 0.08977115671721975, "mask_rcnn/false_positive": 0.1407336263883595, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7495106933638453, "total_loss": 1.437636499365908} {"data_time": 0.015142364427447319, "eta_seconds": 5591.773151882924, "iteration": 262559, "loss_fcos_cls": 0.1964106117375195, "loss_fcos_ctr": 0.6161891063675284, "loss_fcos_loc": 0.16213655716273934, "loss_mask": 0.24361448269337416, "loss_maskiou": 0.003950900034396909, "loss_sem_seg": 0.1734213789459318, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9018153428618834, "mask_rcnn/false_negative": 0.086995217645361, "mask_rcnn/false_positive": 0.10232270647820943, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 29.25, "time": 0.7402136661112309, "total_loss": 1.3924646772356937} {"data_time": 0.015696927905082703, "eta_seconds": 5579.27769963257, "iteration": 262579, "loss_fcos_cls": 0.1908167820656672, "loss_fcos_ctr": 0.6153221079148352, "loss_fcos_loc": 0.16877034428762272, "loss_mask": 0.25169963389635086, "loss_maskiou": 0.004721863551822025, "loss_sem_seg": 0.2016494725830853, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8771632137703567, "mask_rcnn/false_negative": 0.10445049167822473, "mask_rcnn/false_positive": 0.13937282707426418, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 26.75, "time": 0.7493367064744234, "total_loss": 1.448032637621509} {"data_time": 0.016414365731179714, "eta_seconds": 5558.648379771039, "iteration": 262599, "loss_fcos_cls": 0.1915693359915167, "loss_fcos_ctr": 0.6178387254476547, "loss_fcos_loc": 0.17030579678248614, "loss_mask": 0.26120349718257785, "loss_maskiou": 0.0046586258395109326, "loss_sem_seg": 0.20113645633682609, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8921728966631375, "mask_rcnn/false_negative": 0.08553790597037339, "mask_rcnn/false_positive": 0.10860228434668404, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 25.75, "time": 0.7391923815011978, "total_loss": 1.4513784508162644} {"data_time": 0.019245539791882038, "eta_seconds": 5543.260323501192, "iteration": 262619, "loss_fcos_cls": 0.19939419033471495, "loss_fcos_ctr": 0.6143369600176811, "loss_fcos_loc": 0.1676821440923959, "loss_mask": 0.25183436274528503, "loss_maskiou": 0.004638515063561499, "loss_sem_seg": 0.1712220199406147, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.881477378322463, "mask_rcnn/false_negative": 0.10352662935024494, "mask_rcnn/false_positive": 0.1312549918650539, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 27.0, "time": 0.7496281675994396, "total_loss": 1.3986495589524566} {"data_time": 0.016108917072415352, "eta_seconds": 5528.605691595003, "iteration": 262639, "loss_fcos_cls": 0.21213654521852732, "loss_fcos_ctr": 0.6155638825148344, "loss_fcos_loc": 0.16411227930802852, "loss_mask": 0.25557739194482565, "loss_maskiou": 0.004260582914866973, "loss_sem_seg": 0.18076988216489553, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8738388272856712, "mask_rcnn/false_negative": 0.10587758841418753, "mask_rcnn/false_positive": 0.1576391198106295, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.75, "time": 0.7439305698499084, "total_loss": 1.4405720782888238} {"data_time": 0.018520977348089218, "eta_seconds": 5513.712066496722, "iteration": 262659, "loss_fcos_cls": 0.2018398609943688, "loss_fcos_ctr": 0.6153646251186728, "loss_fcos_loc": 0.16582320909947157, "loss_mask": 0.250325508415699, "loss_maskiou": 0.004258478926203679, "loss_sem_seg": 0.19112537615001202, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8760071922993727, "mask_rcnn/false_negative": 0.10449664021964626, "mask_rcnn/false_positive": 0.14757342841871648, "roi_head/num_bg_samples": 65.75, "roi_head/num_fg_samples": 34.0, "time": 0.7596634030342102, "total_loss": 1.4273280377819901} {"data_time": 0.01723820623010397, "eta_seconds": 5499.968618849292, "iteration": 262679, "loss_fcos_cls": 0.19704897794872522, "loss_fcos_ctr": 0.6159469252452254, "loss_fcos_loc": 0.1770624634809792, "loss_mask": 0.2500361199490726, "loss_maskiou": 0.0044565592252183706, "loss_sem_seg": 0.16404973366297781, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8856523587695948, "mask_rcnn/false_negative": 0.0904907510814723, "mask_rcnn/false_positive": 0.12371231359943707, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 28.75, "time": 0.754740216769278, "total_loss": 1.4254868200696365} {"data_time": 0.01600015629082918, "eta_seconds": 5486.442396766506, "iteration": 262699, "loss_fcos_cls": 0.19021323509514332, "loss_fcos_ctr": 0.614544119220227, "loss_fcos_loc": 0.16025661228923127, "loss_mask": 0.24351761071011424, "loss_maskiou": 0.004434429596585687, "loss_sem_seg": 0.1688391836360097, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878982715535193, "mask_rcnn/false_negative": 0.09082247119806515, "mask_rcnn/false_positive": 0.13495696063747553, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 31.75, "time": 0.7636357797309756, "total_loss": 1.3968944626722077} {"data_time": 0.015570073388516903, "eta_seconds": 5469.918250763789, "iteration": 262719, "loss_fcos_cls": 0.19558639428578317, "loss_fcos_ctr": 0.6135492818430066, "loss_fcos_loc": 0.17180221830494702, "loss_mask": 0.25672749523073435, "loss_maskiou": 0.004735666028864216, "loss_sem_seg": 0.1726051855366677, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9087438546847311, "mask_rcnn/false_negative": 0.08709686787514634, "mask_rcnn/false_positive": 0.11082683386626815, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.75, "time": 0.7371350303292274, "total_loss": 1.4195708531442506} {"data_time": 0.016344774514436722, "eta_seconds": 5450.727334214374, "iteration": 262739, "loss_fcos_cls": 0.18805613974109292, "loss_fcos_ctr": 0.6185093799140304, "loss_fcos_loc": 0.1744743978488259, "loss_mask": 0.24343307130038738, "loss_maskiou": 0.004506629491515923, "loss_sem_seg": 0.17893981002271175, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9088821892393322, "mask_rcnn/false_negative": 0.08221105760887272, "mask_rcnn/false_positive": 0.08273012251221051, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.0, "time": 0.7191491425037384, "total_loss": 1.4315777114570665} {"data_time": 0.016287493519484997, "eta_seconds": 5435.713624438271, "iteration": 262759, "loss_fcos_cls": 0.1910319251473993, "loss_fcos_ctr": 0.6147403456270695, "loss_fcos_loc": 0.16355839691823348, "loss_mask": 0.25531269516795874, "loss_maskiou": 0.004559688142762752, "loss_sem_seg": 0.18256548198405653, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875335136841027, "mask_rcnn/false_negative": 0.09961288197018367, "mask_rcnn/false_positive": 0.12739341260235648, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 28.0, "time": 0.7502606213092804, "total_loss": 1.399347603172373} {"data_time": 0.016555940732359886, "eta_seconds": 5421.519190846011, "iteration": 262779, "loss_fcos_cls": 0.1891812443791423, "loss_fcos_ctr": 0.6138383494690061, "loss_fcos_loc": 0.16181523422710598, "loss_mask": 0.25188359897583723, "loss_maskiou": 0.004306406124669593, "loss_sem_seg": 0.18287733243778348, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810799743626264, "mask_rcnn/false_negative": 0.1005065293833434, "mask_rcnn/false_positive": 0.14222562783288908, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.25, "time": 0.7549463119357824, "total_loss": 1.4071234591610846} {"data_time": 0.015576057136058807, "eta_seconds": 5407.621875250712, "iteration": 262799, "loss_fcos_cls": 0.18682798987720162, "loss_fcos_ctr": 0.6137601169757545, "loss_fcos_loc": 0.15820938325487077, "loss_mask": 0.2455628956668079, "loss_maskiou": 0.004106558364583179, "loss_sem_seg": 0.17200162867084146, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888998910967896, "mask_rcnn/false_negative": 0.08832017566486092, "mask_rcnn/false_positive": 0.1472118810430308, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 26.75, "time": 0.7608412075787783, "total_loss": 1.4162888462669798} {"data_time": 0.015067691914737225, "eta_seconds": 5392.602789359167, "iteration": 262819, "loss_fcos_cls": 0.1835938835865818, "loss_fcos_ctr": 0.6149772508069873, "loss_fcos_loc": 0.16319662862224504, "loss_mask": 0.27102984115481377, "loss_maskiou": 0.005147530588146765, "loss_sem_seg": 0.17579795350320637, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8871404634449247, "mask_rcnn/false_negative": 0.08903068677099946, "mask_rcnn/false_positive": 0.14379835746327035, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.25, "time": 0.7625992428511381, "total_loss": 1.424536675127456} {"data_time": 0.016150432638823986, "eta_seconds": 5378.818012503907, "iteration": 262839, "loss_fcos_cls": 0.20316190703306347, "loss_fcos_ctr": 0.6164512597024441, "loss_fcos_loc": 0.17861264175735414, "loss_mask": 0.25781091768294573, "loss_maskiou": 0.004312581011618022, "loss_sem_seg": 0.1711110456380993, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8873678935860059, "mask_rcnn/false_negative": 0.09729351895681315, "mask_rcnn/false_positive": 0.11691948025071427, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.0, "time": 0.7541867047548294, "total_loss": 1.4508310111559695} {"data_time": 0.0156628480181098, "eta_seconds": 5365.75656080991, "iteration": 262859, "loss_fcos_cls": 0.19286409742198884, "loss_fcos_ctr": 0.6159620056860149, "loss_fcos_loc": 0.1751610868377611, "loss_mask": 0.25339241698384285, "loss_maskiou": 0.004957480196026154, "loss_sem_seg": 0.19741159584373236, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8882238374801976, "mask_rcnn/false_negative": 0.11684474184149285, "mask_rcnn/false_positive": 0.13179819475079102, "roi_head/num_bg_samples": 47.75, "roi_head/num_fg_samples": 24.25, "time": 0.7400043066591024, "total_loss": 1.4185126743686851} {"data_time": 0.01570508163422346, "eta_seconds": 5349.7167784217745, "iteration": 262879, "loss_fcos_cls": 0.18709018477238715, "loss_fcos_ctr": 0.6158638307824731, "loss_fcos_loc": 0.16074109461624175, "loss_mask": 0.23748276196420193, "loss_maskiou": 0.004123165985220112, "loss_sem_seg": 0.1670508487150073, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971989741794879, "mask_rcnn/false_negative": 0.09428625778031771, "mask_rcnn/false_positive": 0.11210036935272208, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.0, "time": 0.7393633080646396, "total_loss": 1.3880956016801065} {"data_time": 0.015948462300002575, "eta_seconds": 5336.149494512938, "iteration": 262899, "loss_fcos_cls": 0.20117837528232485, "loss_fcos_ctr": 0.6162040419876575, "loss_fcos_loc": 0.17126280028605834, "loss_mask": 0.24673602730035782, "loss_maskiou": 0.003898468094121199, "loss_sem_seg": 0.2027627588249743, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.888814495898027, "mask_rcnn/false_negative": 0.11256622025660759, "mask_rcnn/false_positive": 0.1185598144520292, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.5, "time": 0.7569866450503469, "total_loss": 1.444086045225049} {"data_time": 0.014542143791913986, "eta_seconds": 5319.666410336271, "iteration": 262919, "loss_fcos_cls": 0.1988909434294328, "loss_fcos_ctr": 0.6141022648662329, "loss_fcos_loc": 0.1689669395564124, "loss_mask": 0.24805576168000698, "loss_maskiou": 0.0046613566155429, "loss_sem_seg": 0.18064483581110835, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828798052992304, "mask_rcnn/false_negative": 0.08879494707662969, "mask_rcnn/false_positive": 0.14072678041180947, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 23.5, "time": 0.7384109133854508, "total_loss": 1.4299122023949167} {"data_time": 0.01702046301215887, "eta_seconds": 5304.641226293519, "iteration": 262939, "loss_fcos_cls": 0.18897504708729684, "loss_fcos_ctr": 0.6163706975057721, "loss_fcos_loc": 0.16992775700055063, "loss_mask": 0.25094886124134064, "loss_maskiou": 0.0045886819789302535, "loss_sem_seg": 0.18645457457751036, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8829446412711426, "mask_rcnn/false_negative": 0.10004657764217716, "mask_rcnn/false_positive": 0.13135925935859083, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 33.5, "time": 0.7469847872853279, "total_loss": 1.4157178028763155} {"data_time": 0.01504010520875454, "eta_seconds": 5290.6164325252175, "iteration": 262959, "loss_fcos_cls": 0.1858540737302974, "loss_fcos_ctr": 0.6119007365778089, "loss_fcos_loc": 0.1619265743647702, "loss_mask": 0.24507447984069586, "loss_maskiou": 0.00455651219090214, "loss_sem_seg": 0.1742644514888525, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.896268376421715, "mask_rcnn/false_negative": 0.08500155002447687, "mask_rcnn/false_positive": 0.1290174187464237, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.25, "time": 0.7637960519641638, "total_loss": 1.3934102413295477} {"data_time": 0.015353288501501083, "eta_seconds": 5274.590858208016, "iteration": 262979, "loss_fcos_cls": 0.19341462140437216, "loss_fcos_ctr": 0.6154403258115053, "loss_fcos_loc": 0.17205960396677256, "loss_mask": 0.2453393405303359, "loss_maskiou": 0.004128879620111547, "loss_sem_seg": 0.1702186733018607, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889270627605881, "mask_rcnn/false_negative": 0.08780578681513862, "mask_rcnn/false_positive": 0.12826218146330917, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 23.0, "time": 0.7277232510969043, "total_loss": 1.4381700121448375} {"data_time": 0.016910884529352188, "eta_seconds": 5258.637746898457, "iteration": 262999, "loss_fcos_cls": 0.19249290926381946, "loss_fcos_ctr": 0.6140613164752722, "loss_fcos_loc": 0.1629528085468337, "loss_mask": 0.25074943248182535, "loss_maskiou": 0.004299735999666154, "loss_sem_seg": 0.17207135574426502, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971232277332648, "mask_rcnn/false_negative": 0.09257686728235398, "mask_rcnn/false_positive": 0.11635376969008565, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.0, "time": 0.7506502903997898, "total_loss": 1.411862341547021} {"data_time": 0.016679946333169937, "eta_seconds": 5245.973753160797, "iteration": 263019, "loss_fcos_cls": 0.1919229431077838, "loss_fcos_ctr": 0.6160852946341038, "loss_fcos_loc": 0.17125887074507773, "loss_mask": 0.2537574442103505, "loss_maskiou": 0.004238099201756995, "loss_sem_seg": 0.1967971904668957, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017490180596048, "mask_rcnn/false_negative": 0.10516281722350425, "mask_rcnn/false_positive": 0.114955030188706, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 28.25, "time": 0.7607412505894899, "total_loss": 1.4400625778580434} {"data_time": 0.016984345391392708, "eta_seconds": 5230.504329897463, "iteration": 263039, "loss_fcos_cls": 0.18761105136945844, "loss_fcos_ctr": 0.6162850018590689, "loss_fcos_loc": 0.16101127676665783, "loss_mask": 0.25018841587007046, "loss_maskiou": 0.004564921047858661, "loss_sem_seg": 0.16951302834786475, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8906168468807978, "mask_rcnn/false_negative": 0.08745575489635433, "mask_rcnn/false_positive": 0.1339614011131765, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 26.25, "time": 0.746691269800067, "total_loss": 1.4080660119725508} {"data_time": 0.015364095568656921, "eta_seconds": 5219.721048145555, "iteration": 263059, "loss_fcos_cls": 0.19328311772551388, "loss_fcos_ctr": 0.613245396874845, "loss_fcos_loc": 0.16304672468686476, "loss_mask": 0.2579589164815843, "loss_maskiou": 0.004885068927251268, "loss_sem_seg": 0.18349763075821102, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.882118939033767, "mask_rcnn/false_negative": 0.11064804877535842, "mask_rcnn/false_positive": 0.1191729809937812, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 35.25, "time": 0.7549097817391157, "total_loss": 1.4337395645488868} {"data_time": 0.01659725047647953, "eta_seconds": 5204.680791559629, "iteration": 263079, "loss_fcos_cls": 0.2066171804908663, "loss_fcos_ctr": 0.6140410266816616, "loss_fcos_loc": 0.16545827843947336, "loss_mask": 0.24039640091359615, "loss_maskiou": 0.004479959396121558, "loss_sem_seg": 0.199194336659275, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933283586714038, "mask_rcnn/false_negative": 0.09737371041251272, "mask_rcnn/false_positive": 0.14650704882728757, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 25.0, "time": 0.7613749355077744, "total_loss": 1.423036498228612} {"data_time": 0.01718802936375141, "eta_seconds": 5188.541167577729, "iteration": 263099, "loss_fcos_cls": 0.1870147461304441, "loss_fcos_ctr": 0.6154099116101861, "loss_fcos_loc": 0.16876514710020274, "loss_mask": 0.2546892953105271, "loss_maskiou": 0.004519408190390095, "loss_sem_seg": 0.19619636284187436, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8843339563548192, "mask_rcnn/false_negative": 0.09378838088787667, "mask_rcnn/false_positive": 0.11366736318820009, "roi_head/num_bg_samples": 70.5, "roi_head/num_fg_samples": 34.0, "time": 0.7593799810856581, "total_loss": 1.4139254184847232} {"data_time": 0.014979383908212185, "eta_seconds": 5173.441794339567, "iteration": 263119, "loss_fcos_cls": 0.19667874614242464, "loss_fcos_ctr": 0.6168351974338293, "loss_fcos_loc": 0.16967446135822684, "loss_mask": 0.26353060081601143, "loss_maskiou": 0.004406753731018398, "loss_sem_seg": 0.20112554682418704, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8835386317988734, "mask_rcnn/false_negative": 0.10233671922603221, "mask_rcnn/false_positive": 0.14654332586767108, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 35.25, "time": 0.744501143693924, "total_loss": 1.4519087255648628} {"data_time": 0.017509154975414276, "eta_seconds": 5156.82939649187, "iteration": 263139, "loss_fcos_cls": 0.18835780094377697, "loss_fcos_ctr": 0.6136450846679509, "loss_fcos_loc": 0.16097332804929465, "loss_mask": 0.25132156908512115, "loss_maskiou": 0.004231782746501267, "loss_sem_seg": 0.18032562814187258, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9058968824325889, "mask_rcnn/false_negative": 0.10462043230894369, "mask_rcnn/false_positive": 0.08042645165683715, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 29.0, "time": 0.7372978888452053, "total_loss": 1.4167191816377454} {"data_time": 0.01495558861643076, "eta_seconds": 5138.358078178018, "iteration": 263159, "loss_fcos_cls": 0.19773636246100068, "loss_fcos_ctr": 0.6192780383862555, "loss_fcos_loc": 0.17243721848353744, "loss_mask": 0.25581843592226505, "loss_maskiou": 0.004745568901853403, "loss_sem_seg": 0.1978272016858682, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8857360489989754, "mask_rcnn/false_negative": 0.09645689672007372, "mask_rcnn/false_positive": 0.11342945984350353, "roi_head/num_bg_samples": 74.25, "roi_head/num_fg_samples": 27.25, "time": 0.7458882369101048, "total_loss": 1.4460035931115272} {"data_time": 0.01550800260156393, "eta_seconds": 5123.335835587233, "iteration": 263179, "loss_fcos_cls": 0.18746953050140291, "loss_fcos_ctr": 0.6173008419573307, "loss_fcos_loc": 0.17608166649006307, "loss_mask": 0.2614686796441674, "loss_maskiou": 0.004412997812323738, "loss_sem_seg": 0.17344342730939388, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8841919560031805, "mask_rcnn/false_negative": 0.11385257066848514, "mask_rcnn/false_positive": 0.1341147694495216, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 25.5, "time": 0.7496991828083992, "total_loss": 1.4122587076071795} {"data_time": 0.01778254844248295, "eta_seconds": 5111.732506273314, "iteration": 263199, "loss_fcos_cls": 0.18422269029542804, "loss_fcos_ctr": 0.6134983757510781, "loss_fcos_loc": 0.16284046624787152, "loss_mask": 0.24701650952920318, "loss_maskiou": 0.004197786372969858, "loss_sem_seg": 0.1994136779103428, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9043208994892992, "mask_rcnn/false_negative": 0.07344837277790885, "mask_rcnn/false_positive": 0.1141576855939181, "roi_head/num_bg_samples": 48.25, "roi_head/num_fg_samples": 34.0, "time": 0.754154616035521, "total_loss": 1.4253029542815057} {"data_time": 0.015993768349289894, "eta_seconds": 5098.042614618316, "iteration": 263219, "loss_fcos_cls": 0.19661051430739462, "loss_fcos_ctr": 0.6124329455196857, "loss_fcos_loc": 0.16175729490350932, "loss_mask": 0.24433927657082677, "loss_maskiou": 0.004466209251404507, "loss_sem_seg": 0.18176978756673634, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8843344816559102, "mask_rcnn/false_negative": 0.09410477297321942, "mask_rcnn/false_positive": 0.14108796410842997, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.0, "time": 0.7512294156476855, "total_loss": 1.4243031483783852} {"data_time": 0.017838737927377224, "eta_seconds": 5084.358738872223, "iteration": 263239, "loss_fcos_cls": 0.19717760104686022, "loss_fcos_ctr": 0.6138717448338866, "loss_fcos_loc": 0.16944786754902452, "loss_mask": 0.23752772249281406, "loss_maskiou": 0.004185543646599399, "loss_sem_seg": 0.1710413694381714, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.87551479156735, "mask_rcnn/false_negative": 0.10558782474263977, "mask_rcnn/false_positive": 0.1414097444402386, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 30.25, "time": 0.7492213360965252, "total_loss": 1.3938941680826247} {"data_time": 0.015816996805369854, "eta_seconds": 5066.635616054758, "iteration": 263259, "loss_fcos_cls": 0.18702610826585442, "loss_fcos_ctr": 0.6137033742852509, "loss_fcos_loc": 0.16631087893620133, "loss_mask": 0.25101553834974766, "loss_maskiou": 0.004298014602682088, "loss_sem_seg": 0.19443123368546367, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8945439019213233, "mask_rcnn/false_negative": 0.08427274110096283, "mask_rcnn/false_positive": 0.11981085124537, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 27.25, "time": 0.7309658313170075, "total_loss": 1.3917938892845996} {"data_time": 0.015569712035357952, "eta_seconds": 5052.933846460655, "iteration": 263279, "loss_fcos_cls": 0.19353941833833233, "loss_fcos_ctr": 0.6157579878345132, "loss_fcos_loc": 0.17010246447171085, "loss_mask": 0.2572290226817131, "loss_maskiou": 0.00481583722284995, "loss_sem_seg": 0.16938072838820517, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862578769752415, "mask_rcnn/false_negative": 0.0937728428718968, "mask_rcnn/false_positive": 0.14052011032786615, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 24.25, "time": 0.7552089812234044, "total_loss": 1.420774354464811} {"data_time": 0.018047629855573177, "eta_seconds": 5039.237969114445, "iteration": 263299, "loss_fcos_cls": 0.19302413857076317, "loss_fcos_ctr": 0.6125219594687223, "loss_fcos_loc": 0.16136737074702978, "loss_mask": 0.23800949333235621, "loss_maskiou": 0.004201825548079796, "loss_sem_seg": 0.18748605670407414, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8786047027506655, "mask_rcnn/false_negative": 0.10870592642620953, "mask_rcnn/false_positive": 0.12231688506699834, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 26.5, "time": 0.7499513253569603, "total_loss": 1.390724559325463} {"data_time": 0.016046949662268162, "eta_seconds": 5023.750382339582, "iteration": 263319, "loss_fcos_cls": 0.19604436634108424, "loss_fcos_ctr": 0.6145705305971205, "loss_fcos_loc": 0.1615497162565589, "loss_mask": 0.2374135060235858, "loss_maskiou": 0.004270603731129086, "loss_sem_seg": 0.18053959216922522, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9011502368804665, "mask_rcnn/false_negative": 0.09704952104909689, "mask_rcnn/false_positive": 0.11141569193666728, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 24.25, "time": 0.7353232111781836, "total_loss": 1.4002242365968414} {"data_time": 0.015457993373274803, "eta_seconds": 5003.770010527223, "iteration": 263339, "loss_fcos_cls": 0.1970060106832534, "loss_fcos_ctr": 0.6137545062229037, "loss_fcos_loc": 0.16487851541023701, "loss_mask": 0.23587562888860703, "loss_maskiou": 0.0039918249094625935, "loss_sem_seg": 0.17544997832737863, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937335138136888, "mask_rcnn/false_negative": 0.09322989952957825, "mask_rcnn/false_positive": 0.11713751982560916, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 25.25, "time": 0.7422164818271995, "total_loss": 1.3954841469312669} {"data_time": 0.01524702925235033, "eta_seconds": 4988.745930027217, "iteration": 263359, "loss_fcos_cls": 0.20441783405840397, "loss_fcos_ctr": 0.6173997232690454, "loss_fcos_loc": 0.17639492556918412, "loss_mask": 0.2587122810073197, "loss_maskiou": 0.0044763696132577024, "loss_sem_seg": 0.17961256369017065, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8977240114795918, "mask_rcnn/false_negative": 0.08936080106271582, "mask_rcnn/false_positive": 0.1292312304899814, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 25.25, "time": 0.7468494372442365, "total_loss": 1.4353798773809103} {"data_time": 0.016218213364481926, "eta_seconds": 4970.2886213790625, "iteration": 263379, "loss_fcos_cls": 0.19997628370765597, "loss_fcos_ctr": 0.6153015308082104, "loss_fcos_loc": 0.1667706355219707, "loss_mask": 0.24385395413264632, "loss_maskiou": 0.004295535800338257, "loss_sem_seg": 0.18682374444324523, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8883528975499975, "mask_rcnn/false_negative": 0.08510755154428207, "mask_rcnn/false_positive": 0.13753158328520193, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 28.25, "time": 0.7318540085107088, "total_loss": 1.4056097423781466} {"data_time": 0.01609490066766739, "eta_seconds": 4954.7682952117175, "iteration": 263399, "loss_fcos_cls": 0.1951663208892569, "loss_fcos_ctr": 0.6171271027997136, "loss_fcos_loc": 0.1677950416924432, "loss_mask": 0.23911063745617867, "loss_maskiou": 0.004264712770236656, "loss_sem_seg": 0.18415098078548908, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907189788483699, "mask_rcnn/false_negative": 0.07821513822992596, "mask_rcnn/false_positive": 0.13650327360697284, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 30.75, "time": 0.7607996612787247, "total_loss": 1.408220425088075} {"data_time": 0.01573670655488968, "eta_seconds": 4938.215465161949, "iteration": 263419, "loss_fcos_cls": 0.20258617540821433, "loss_fcos_ctr": 0.6172560099512339, "loss_fcos_loc": 0.1683908391278237, "loss_mask": 0.2565684812143445, "loss_maskiou": 0.004441711134859361, "loss_sem_seg": 0.18615376146044582, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878991711886026, "mask_rcnn/false_negative": 0.11135556431444775, "mask_rcnn/false_positive": 0.12404410792119618, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.0, "time": 0.7523754723370075, "total_loss": 1.412567841114651} {"data_time": 0.015749634243547916, "eta_seconds": 4918.310407619923, "iteration": 263439, "loss_fcos_cls": 0.19558512046933174, "loss_fcos_ctr": 0.6169236581772566, "loss_fcos_loc": 0.17104141763411462, "loss_mask": 0.24791730009019375, "loss_maskiou": 0.004416404968651477, "loss_sem_seg": 0.17620317917317152, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8892822280427322, "mask_rcnn/false_negative": 0.1085179044783718, "mask_rcnn/false_positive": 0.12701030628934357, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 34.0, "time": 0.7322555994614959, "total_loss": 1.4044595065133763} {"data_time": 0.015628197230398655, "eta_seconds": 4903.317844267935, "iteration": 263459, "loss_fcos_cls": 0.18719840154517442, "loss_fcos_ctr": 0.6112979906611145, "loss_fcos_loc": 0.1556540378369391, "loss_mask": 0.2471032850444317, "loss_maskiou": 0.004254627594491467, "loss_sem_seg": 0.18360767513513565, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883629299177298, "mask_rcnn/false_negative": 0.09042241260593928, "mask_rcnn/false_positive": 0.1345633251707288, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 33.5, "time": 0.7503631459549069, "total_loss": 1.4143110441946192} {"data_time": 0.01663236878812313, "eta_seconds": 4888.325280915946, "iteration": 263479, "loss_fcos_cls": 0.19657579017803073, "loss_fcos_ctr": 0.6135320775210857, "loss_fcos_loc": 0.16482408344745636, "loss_mask": 0.24798044096678495, "loss_maskiou": 0.00462140774470754, "loss_sem_seg": 0.17704427195712924, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8666669381631711, "mask_rcnn/false_negative": 0.10702140486999522, "mask_rcnn/false_positive": 0.13718757980250929, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 36.0, "time": 0.757382296025753, "total_loss": 1.3929521570462384} {"data_time": 0.015551034361124039, "eta_seconds": 4869.452007260174, "iteration": 263499, "loss_fcos_cls": 0.19797056913375854, "loss_fcos_ctr": 0.6141976313665509, "loss_fcos_loc": 0.16734002297744155, "loss_mask": 0.2468457785435021, "loss_maskiou": 0.004184442957921419, "loss_sem_seg": 0.20248290337622166, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8727566026410565, "mask_rcnn/false_negative": 0.09310403394602404, "mask_rcnn/false_positive": 0.16850107530382064, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.5, "time": 0.7363178366795182, "total_loss": 1.4222219526491244} {"data_time": 0.01643457170575857, "eta_seconds": 4857.394225819968, "iteration": 263519, "loss_fcos_cls": 0.19452874502167106, "loss_fcos_ctr": 0.6147039700299501, "loss_fcos_loc": 0.16056486364686862, "loss_mask": 0.2526961639523506, "loss_maskiou": 0.004522348870523274, "loss_sem_seg": 0.1811246145516634, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9073290228161789, "mask_rcnn/false_negative": 0.07572162984353419, "mask_rcnn/false_positive": 0.12376664015278767, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 28.0, "time": 0.7499064588919282, "total_loss": 1.4128663140945719} {"data_time": 0.01486628782004118, "eta_seconds": 4840.853051220067, "iteration": 263539, "loss_fcos_cls": 0.18804783781524748, "loss_fcos_ctr": 0.6134681301191449, "loss_fcos_loc": 0.16576516162604094, "loss_mask": 0.24702263716608286, "loss_maskiou": 0.004738072504551383, "loss_sem_seg": 0.16912811109796166, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941519986078612, "mask_rcnn/false_negative": 0.08167258254376163, "mask_rcnn/false_positive": 0.13922533366534956, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.75, "time": 0.7472997400909662, "total_loss": 1.3908433738815802} {"data_time": 0.016228974796831608, "eta_seconds": 4829.916067857295, "iteration": 263559, "loss_fcos_cls": 0.19417911767959595, "loss_fcos_ctr": 0.6155968401581049, "loss_fcos_loc": 0.16996990179177374, "loss_mask": 0.2506290250457823, "loss_maskiou": 0.004078930382092949, "loss_sem_seg": 0.18422809848561883, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861214564222901, "mask_rcnn/false_negative": 0.09650460070249924, "mask_rcnn/false_positive": 0.1314296453179537, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 35.0, "time": 0.7588995136320591, "total_loss": 1.4014627935321187} {"data_time": 0.015811418183147907, "eta_seconds": 4818.155523750931, "iteration": 263579, "loss_fcos_cls": 0.20706941280514002, "loss_fcos_ctr": 0.6163367480039597, "loss_fcos_loc": 0.17649992916267365, "loss_mask": 0.25361063051968813, "loss_maskiou": 0.0045092610525898635, "loss_sem_seg": 0.19462525798007846, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8907206632653062, "mask_rcnn/false_negative": 0.09184364216173914, "mask_rcnn/false_positive": 0.136740862149421, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 31.0, "time": 0.7712051095440984, "total_loss": 1.4610438442905433} {"data_time": 0.017748919315636158, "eta_seconds": 4805.762371395715, "iteration": 263599, "loss_fcos_cls": 0.19111081847222522, "loss_fcos_ctr": 0.614832557272166, "loss_fcos_loc": 0.16662192932562903, "loss_mask": 0.24369813781231642, "loss_maskiou": 0.003879213363688905, "loss_sem_seg": 0.18376883072778583, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8781383242952353, "mask_rcnn/false_negative": 0.12991655602213456, "mask_rcnn/false_positive": 0.1307323328517736, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 24.75, "time": 0.7601526016369462, "total_loss": 1.3985899434374005} {"data_time": 0.01715726312249899, "eta_seconds": 4790.746710182168, "iteration": 263619, "loss_fcos_cls": 0.19819898332934827, "loss_fcos_ctr": 0.6126546734012663, "loss_fcos_loc": 0.16314643144141883, "loss_mask": 0.24465637374669313, "loss_maskiou": 0.0043021467863582075, "loss_sem_seg": 0.17982360906898975, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.895545254925906, "mask_rcnn/false_negative": 0.09094112805563968, "mask_rcnn/false_positive": 0.11905582083626229, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 25.75, "time": 0.7424946092069149, "total_loss": 1.4145349654281745} {"data_time": 0.01714651845395565, "eta_seconds": 4782.28123751469, "iteration": 263639, "loss_fcos_cls": 0.19661649284535088, "loss_fcos_ctr": 0.615049964748323, "loss_fcos_loc": 0.16089787776581943, "loss_mask": 0.24400251358747482, "loss_maskiou": 0.004202765543595888, "loss_sem_seg": 0.17695246008224785, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8827399239265599, "mask_rcnn/false_negative": 0.0923279754481398, "mask_rcnn/false_positive": 0.14066693792255086, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 26.75, "time": 0.7603212110698223, "total_loss": 1.396698492590076} {"data_time": 0.015299394726753235, "eta_seconds": 4767.244981462136, "iteration": 263659, "loss_fcos_cls": 0.19101881398819387, "loss_fcos_ctr": 0.6149990395642817, "loss_fcos_loc": 0.16431870660744607, "loss_mask": 0.24753730278462172, "loss_maskiou": 0.004326490528910654, "loss_sem_seg": 0.18754810700193048, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8701195169626292, "mask_rcnn/false_negative": 0.12139792509486763, "mask_rcnn/false_positive": 0.12951692680204507, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 27.5, "time": 0.7583147557452321, "total_loss": 1.4100158271903638} {"data_time": 0.014520587399601936, "eta_seconds": 4750.155654863454, "iteration": 263679, "loss_fcos_cls": 0.1982846613973379, "loss_fcos_ctr": 0.6160072637721896, "loss_fcos_loc": 0.16268749837763608, "loss_mask": 0.254436993971467, "loss_maskiou": 0.00487193200387992, "loss_sem_seg": 0.18865660531446338, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8823380870709866, "mask_rcnn/false_negative": 0.11599429578540266, "mask_rcnn/false_positive": 0.11814524834697497, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.25, "time": 0.7499853717163205, "total_loss": 1.4170175867766375} {"data_time": 0.015441612340509892, "eta_seconds": 4725.311711132526, "iteration": 263699, "loss_fcos_cls": 0.19369679893134162, "loss_fcos_ctr": 0.6194881098344922, "loss_fcos_loc": 0.17979030875721946, "loss_mask": 0.2521513057872653, "loss_maskiou": 0.004382552629976999, "loss_sem_seg": 0.18318401870783418, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8802302667098585, "mask_rcnn/false_negative": 0.09242689880192219, "mask_rcnn/false_positive": 0.12294811536076572, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 25.0, "time": 0.7306865332648158, "total_loss": 1.4266526847677596} {"data_time": 0.016159014776349068, "eta_seconds": 4714.398599992506, "iteration": 263719, "loss_fcos_cls": 0.20008922659326345, "loss_fcos_ctr": 0.6142807463183999, "loss_fcos_loc": 0.16719275969080627, "loss_mask": 0.2616168102249503, "loss_maskiou": 0.004595262165821623, "loss_sem_seg": 0.18571668246295303, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8721813931940701, "mask_rcnn/false_negative": 0.10875486249858018, "mask_rcnn/false_positive": 0.14336991232808122, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 30.0, "time": 0.7507027359679341, "total_loss": 1.4274415737745585} {"data_time": 0.015406940132379532, "eta_seconds": 4705.834843690507, "iteration": 263739, "loss_fcos_cls": 0.19875922601204365, "loss_fcos_ctr": 0.6176675399765372, "loss_fcos_loc": 0.17759600095450878, "loss_mask": 0.25482822209596634, "loss_maskiou": 0.004325082227296662, "loss_sem_seg": 0.18982504564337432, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8946328472648457, "mask_rcnn/false_negative": 0.0815419045832171, "mask_rcnn/false_positive": 0.12466951225077066, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 29.0, "time": 0.7566512366756797, "total_loss": 1.44866635141625} {"data_time": 0.014884437434375286, "eta_seconds": 4686.9339466597885, "iteration": 263759, "loss_fcos_cls": 0.19956845557317138, "loss_fcos_ctr": 0.6130090272054076, "loss_fcos_loc": 0.16516340244561434, "loss_mask": 0.2506915759295225, "loss_maskiou": 0.004613615637936164, "loss_sem_seg": 0.17624390684068203, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8753109292922904, "mask_rcnn/false_negative": 0.08950880400600363, "mask_rcnn/false_positive": 0.15136215452232582, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7251915354281664, "total_loss": 1.408845079022285} {"data_time": 0.018693923950195312, "eta_seconds": 4669.363746306859, "iteration": 263779, "loss_fcos_cls": 0.19035560404881835, "loss_fcos_ctr": 0.6151789878495038, "loss_fcos_loc": 0.16407452430576086, "loss_mask": 0.25645815348252654, "loss_maskiou": 0.004390376489027403, "loss_sem_seg": 0.17794723878614604, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992621242045205, "mask_rcnn/false_negative": 0.08342048158134727, "mask_rcnn/false_positive": 0.1059882351348963, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 29.25, "time": 0.7523446166887879, "total_loss": 1.4000870710442541} {"data_time": 0.01855189073830843, "eta_seconds": 4654.352128411643, "iteration": 263799, "loss_fcos_cls": 0.20083211082965136, "loss_fcos_ctr": 0.6163799911737442, "loss_fcos_loc": 0.17013530316762626, "loss_mask": 0.24376507429406047, "loss_maskiou": 0.004752611199364765, "loss_sem_seg": 0.21770123532041907, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.884226833976834, "mask_rcnn/false_negative": 0.09324094037197611, "mask_rcnn/false_positive": 0.1263090201715418, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 26.5, "time": 0.7561124553903937, "total_loss": 1.4410648530320032} {"data_time": 0.015584258362650871, "eta_seconds": 4642.798920759931, "iteration": 263819, "loss_fcos_cls": 0.19566660444252193, "loss_fcos_ctr": 0.6150970254093409, "loss_fcos_loc": 0.17083971155807376, "loss_mask": 0.25185704277828336, "loss_maskiou": 0.0049105629295809194, "loss_sem_seg": 0.1833136414643377, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8826034580498866, "mask_rcnn/false_negative": 0.07950710295060097, "mask_rcnn/false_positive": 0.1312483370350139, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 34.0, "time": 0.7643757984042168, "total_loss": 1.4109032274864148} {"data_time": 0.01717337127774954, "eta_seconds": 4630.6737696817145, "iteration": 263839, "loss_fcos_cls": 0.19874758168589324, "loss_fcos_ctr": 0.6153017664328218, "loss_fcos_loc": 0.17050063726492226, "loss_mask": 0.2584998132660985, "loss_maskiou": 0.004647813279007096, "loss_sem_seg": 0.20424118731170893, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8798987094837936, "mask_rcnn/false_negative": 0.11479726002760987, "mask_rcnn/false_positive": 0.11879000722576809, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 32.5, "time": 0.7733263727277517, "total_loss": 1.4403822126114392} {"data_time": 0.01504436880350113, "eta_seconds": 4614.019603628665, "iteration": 263859, "loss_fcos_cls": 0.19403539516497403, "loss_fcos_ctr": 0.612956109456718, "loss_fcos_loc": 0.1640634739305824, "loss_mask": 0.23687431402504444, "loss_maskiou": 0.0038731047898181714, "loss_sem_seg": 0.1769322499167174, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978362793204713, "mask_rcnn/false_negative": 0.09257580470541638, "mask_rcnn/false_positive": 0.1286299200631098, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.5, "time": 0.7367905909195542, "total_loss": 1.4193337321776198} {"data_time": 0.017764450050890446, "eta_seconds": 4600.609340078197, "iteration": 263879, "loss_fcos_cls": 0.18720823409967124, "loss_fcos_ctr": 0.6143215124029666, "loss_fcos_loc": 0.16133711871225387, "loss_mask": 0.25111068319529295, "loss_maskiou": 0.004588321997289313, "loss_sem_seg": 0.1807730917353183, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.877079785280171, "mask_rcnn/false_negative": 0.09532676558595671, "mask_rcnn/false_positive": 0.15169700616408718, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 22.75, "time": 0.7458085678517818, "total_loss": 1.40502277277119} {"data_time": 0.01628333143889904, "eta_seconds": 4582.707687357441, "iteration": 263899, "loss_fcos_cls": 0.19506916811224073, "loss_fcos_ctr": 0.6175161702558398, "loss_fcos_loc": 0.1748329271795228, "loss_mask": 0.25814200285822153, "loss_maskiou": 0.004268097487511113, "loss_sem_seg": 0.17754492291714996, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931362642459582, "mask_rcnn/false_negative": 0.07942283456825022, "mask_rcnn/false_positive": 0.14121682062007718, "roi_head/num_bg_samples": 51.75, "roi_head/num_fg_samples": 28.75, "time": 0.74484908208251, "total_loss": 1.419231103027414} {"data_time": 0.015938186086714268, "eta_seconds": 4567.684879006818, "iteration": 263919, "loss_fcos_cls": 0.19404865242540836, "loss_fcos_ctr": 0.614959180355072, "loss_fcos_loc": 0.15964022220578045, "loss_mask": 0.24966619350016117, "loss_maskiou": 0.004415923103806563, "loss_sem_seg": 0.17117448267526925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8904478458049887, "mask_rcnn/false_negative": 0.09140872233261275, "mask_rcnn/false_positive": 0.14035103917092573, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.5, "time": 0.7461089016869664, "total_loss": 1.402024521943531} {"data_time": 0.016991916112601757, "eta_seconds": 4555.512695672922, "iteration": 263939, "loss_fcos_cls": 0.20065546361729503, "loss_fcos_ctr": 0.6146339932456613, "loss_fcos_loc": 0.16960095247486606, "loss_mask": 0.2533181346952915, "loss_maskiou": 0.004728982523374725, "loss_sem_seg": 0.16873738478170708, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8909124231870134, "mask_rcnn/false_negative": 0.0967190325822876, "mask_rcnn/false_positive": 0.10944592365825581, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.0, "time": 0.7595862103626132, "total_loss": 1.4080810581981495} {"data_time": 0.01692594774067402, "eta_seconds": 4541.701140673831, "iteration": 263959, "loss_fcos_cls": 0.20180129911750555, "loss_fcos_ctr": 0.6151883201673627, "loss_fcos_loc": 0.16934398855664767, "loss_mask": 0.2631139513105154, "loss_maskiou": 0.0046475434937747195, "loss_sem_seg": 0.15976263489574194, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8915290178571429, "mask_rcnn/false_negative": 0.08480813324676975, "mask_rcnn/false_positive": 0.12473788929745228, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 24.25, "time": 0.7646431252360344, "total_loss": 1.4166027157189092} {"data_time": 0.015944359824061394, "eta_seconds": 4526.664884621277, "iteration": 263979, "loss_fcos_cls": 0.20095213153399527, "loss_fcos_ctr": 0.6184427095577121, "loss_fcos_loc": 0.17615710000973195, "loss_mask": 0.2579054133966565, "loss_maskiou": 0.004419278415298322, "loss_sem_seg": 0.16677348734810948, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941727708659781, "mask_rcnn/false_negative": 0.08986284720940402, "mask_rcnn/false_positive": 0.13219995115141409, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.0, "time": 0.7338947700336576, "total_loss": 1.418361659004404} {"data_time": 0.015587863512337208, "eta_seconds": 4511.628628568724, "iteration": 263999, "loss_fcos_cls": 0.1917457056697458, "loss_fcos_ctr": 0.6149498075246811, "loss_fcos_loc": 0.15987321420107037, "loss_mask": 0.24728476908057928, "loss_maskiou": 0.004680562877183547, "loss_sem_seg": 0.16217657760716975, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8735743305258612, "mask_rcnn/false_negative": 0.0996260671059297, "mask_rcnn/false_positive": 0.14165868593574993, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 32.5, "time": 0.7578077018260956, "total_loss": 1.402773316425737} {"data_time": 0.01649165991693735, "eta_seconds": 4496.59237251617, "iteration": 264019, "loss_fcos_cls": 0.19985616893973202, "loss_fcos_ctr": 0.6130682840012014, "loss_fcos_loc": 0.1645134842256084, "loss_mask": 0.2435879185795784, "loss_maskiou": 0.004437566505657742, "loss_sem_seg": 0.19753100909292698, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017148526077097, "mask_rcnn/false_negative": 0.0713304887838837, "mask_rcnn/false_positive": 0.10986131928063897, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 21.5, "time": 0.7633285885676742, "total_loss": 1.4159442075160769} {"data_time": 0.0168153652921319, "eta_seconds": 4482.0336940465495, "iteration": 264039, "loss_fcos_cls": 0.19317991309799254, "loss_fcos_ctr": 0.6146347760222852, "loss_fcos_loc": 0.16242589999455959, "loss_mask": 0.2400385234504938, "loss_maskiou": 0.0042633371776901186, "loss_sem_seg": 0.17886077612638474, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8932351984990521, "mask_rcnn/false_negative": 0.08755851172108337, "mask_rcnn/false_positive": 0.1180892018718708, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 29.25, "time": 0.7565384609624743, "total_loss": 1.394201451468689} {"data_time": 0.016118230298161507, "eta_seconds": 4459.2010957738385, "iteration": 264059, "loss_fcos_cls": 0.18710078217554837, "loss_fcos_ctr": 0.6136513315141201, "loss_fcos_loc": 0.15789090003818274, "loss_mask": 0.2438133703544736, "loss_maskiou": 0.004384335152280983, "loss_sem_seg": 0.17652542074210942, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9047531270572746, "mask_rcnn/false_negative": 0.09220402787574894, "mask_rcnn/false_positive": 0.1041395331924815, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 26.0, "time": 0.7367176590487361, "total_loss": 1.376546966690512} {"data_time": 0.014358576387166977, "eta_seconds": 4444.189477878623, "iteration": 264079, "loss_fcos_cls": 0.197384869097732, "loss_fcos_ctr": 0.615511117503047, "loss_fcos_loc": 0.1691256370395422, "loss_mask": 0.24907951150089502, "loss_maskiou": 0.004995935574697796, "loss_sem_seg": 0.1892899814993143, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8973494576190745, "mask_rcnn/false_negative": 0.0987569314138983, "mask_rcnn/false_positive": 0.09276610994317123, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 21.25, "time": 0.7714689709246159, "total_loss": 1.4282103587102029} {"data_time": 0.015240602195262909, "eta_seconds": 4429.177859983407, "iteration": 264099, "loss_fcos_cls": 0.18936474435031414, "loss_fcos_ctr": 0.6137874033302069, "loss_fcos_loc": 0.16320622991770506, "loss_mask": 0.24970165081322193, "loss_maskiou": 0.004782391755725257, "loss_sem_seg": 0.18145020306110382, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019007603041216, "mask_rcnn/false_negative": 0.08180595636830222, "mask_rcnn/false_positive": 0.12444113875811466, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.25, "time": 0.7568415133282542, "total_loss": 1.4388968305138405} {"data_time": 0.016585030592978, "eta_seconds": 4410.387147068046, "iteration": 264119, "loss_fcos_cls": 0.18602472834754735, "loss_fcos_ctr": 0.6097341710701585, "loss_fcos_loc": 0.15293276426382363, "loss_mask": 0.24327614018693566, "loss_maskiou": 0.0038543721984751755, "loss_sem_seg": 0.2064448560704477, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9148842229199372, "mask_rcnn/false_negative": 0.07066838973093062, "mask_rcnn/false_positive": 0.10177381351922497, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 23.0, "time": 0.7264780625700951, "total_loss": 1.4088899680864415} {"data_time": 0.01595523115247488, "eta_seconds": 4399.894821591675, "iteration": 264139, "loss_fcos_cls": 0.19133652420714498, "loss_fcos_ctr": 0.6150232870131731, "loss_fcos_loc": 0.15899140678811818, "loss_mask": 0.2483724234625697, "loss_maskiou": 0.004366447650681948, "loss_sem_seg": 0.17814258160069585, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896619515742941, "mask_rcnn/false_negative": 0.10691686153446114, "mask_rcnn/false_positive": 0.12862054398129952, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 26.0, "time": 0.7627004580572248, "total_loss": 1.3980699304775044} {"data_time": 0.016195309348404408, "eta_seconds": 4386.745525483042, "iteration": 264159, "loss_fcos_cls": 0.190400643623434, "loss_fcos_ctr": 0.6100731110200286, "loss_fcos_loc": 0.16456890758126974, "loss_mask": 0.24618959473446012, "loss_maskiou": 0.0042486155944061466, "loss_sem_seg": 0.18401646963320673, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880016548017837, "mask_rcnn/false_negative": 0.09104229986824339, "mask_rcnn/false_positive": 0.12711003681714703, "roi_head/num_bg_samples": 66.25, "roi_head/num_fg_samples": 28.25, "time": 0.7551246816292405, "total_loss": 1.4110034966361127} {"data_time": 0.01539537776261568, "eta_seconds": 4367.5273660952225, "iteration": 264179, "loss_fcos_cls": 0.19059962988831103, "loss_fcos_ctr": 0.6118635181337595, "loss_fcos_loc": 0.15603318065404892, "loss_mask": 0.24426144640892744, "loss_maskiou": 0.003880582116835285, "loss_sem_seg": 0.1946963886730373, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950437317784257, "mask_rcnn/false_negative": 0.08800376953465397, "mask_rcnn/false_positive": 0.13051774008029715, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 25.25, "time": 0.727418702095747, "total_loss": 1.398475488749682} {"data_time": 0.0160586629062891, "eta_seconds": 4344.892098842189, "iteration": 264199, "loss_fcos_cls": 0.20261196128558367, "loss_fcos_ctr": 0.6134200198575854, "loss_fcos_loc": 0.17005396983586252, "loss_mask": 0.24394092988222837, "loss_maskiou": 0.004351334042439703, "loss_sem_seg": 0.17383475974202156, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8803247053131598, "mask_rcnn/false_negative": 0.08988667505926418, "mask_rcnn/false_positive": 0.11847282032262953, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 30.5, "time": 0.7363257436081767, "total_loss": 1.387256162110134} {"data_time": 0.016253207810223103, "eta_seconds": 4328.6040373547, "iteration": 264219, "loss_fcos_cls": 0.1986840672325343, "loss_fcos_ctr": 0.6137471282854676, "loss_fcos_loc": 0.1630245333071798, "loss_mask": 0.24515803391113877, "loss_maskiou": 0.004633993550669402, "loss_sem_seg": 0.17232265835627913, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8750510204081633, "mask_rcnn/false_negative": 0.10289985468210207, "mask_rcnn/false_positive": 0.12314150786909944, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 29.75, "time": 0.7332784151658416, "total_loss": 1.3909881088256952} {"data_time": 0.016876142472028732, "eta_seconds": 4313.916358413175, "iteration": 264239, "loss_fcos_cls": 0.19455006322823465, "loss_fcos_ctr": 0.6131749814376235, "loss_fcos_loc": 0.17141061881557107, "loss_mask": 0.26416382286697626, "loss_maskiou": 0.004942965671489219, "loss_sem_seg": 0.1801525866612792, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8876693738719978, "mask_rcnn/false_negative": 0.08520974747345339, "mask_rcnn/false_positive": 0.14148285724290632, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 26.5, "time": 0.7516793180257082, "total_loss": 1.4300452344687073} {"data_time": 0.01647130213677883, "eta_seconds": 4299.952687373385, "iteration": 264259, "loss_fcos_cls": 0.19690804148558527, "loss_fcos_ctr": 0.6122709168121219, "loss_fcos_loc": 0.1596605172380805, "loss_mask": 0.23994834022596478, "loss_maskiou": 0.004331332384026609, "loss_sem_seg": 0.21315431781113148, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9013350807355909, "mask_rcnn/false_negative": 0.10199155765185763, "mask_rcnn/false_positive": 0.10430146990235747, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 28.25, "time": 0.7531561283394694, "total_loss": 1.4345323911620653} {"data_time": 0.017355458810925484, "eta_seconds": 4283.963806020096, "iteration": 264279, "loss_fcos_cls": 0.19737166003324091, "loss_fcos_ctr": 0.6169086848385632, "loss_fcos_loc": 0.16981534648220986, "loss_mask": 0.2630199184641242, "loss_maskiou": 0.005148244963493198, "loss_sem_seg": 0.18641997198574245, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8991142290249433, "mask_rcnn/false_negative": 0.06841582196234292, "mask_rcnn/false_positive": 0.17307517464229288, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 24.25, "time": 0.7271130587905645, "total_loss": 1.446302378339169} {"data_time": 0.016007148660719395, "eta_seconds": 4268.9875298235565, "iteration": 264299, "loss_fcos_cls": 0.19918708526529372, "loss_fcos_ctr": 0.6173143964260817, "loss_fcos_loc": 0.17265721963485703, "loss_mask": 0.24584997817873955, "loss_maskiou": 0.004611236821801867, "loss_sem_seg": 0.1760749400127679, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8893964477914453, "mask_rcnn/false_negative": 0.09544839998478491, "mask_rcnn/false_positive": 0.10720780015487548, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.5, "time": 0.7487048516049981, "total_loss": 1.4292226039069647} {"data_time": 0.017499671317636967, "eta_seconds": 4255.013275904581, "iteration": 264319, "loss_fcos_cls": 0.19266039528883994, "loss_fcos_ctr": 0.6132868924178183, "loss_fcos_loc": 0.16231164371129125, "loss_mask": 0.25854174699634314, "loss_maskiou": 0.004574568622047082, "loss_sem_seg": 0.20556945633143187, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8954145196284493, "mask_rcnn/false_negative": 0.10870032531788454, "mask_rcnn/false_positive": 0.12106159891165914, "roi_head/num_bg_samples": 71.75, "roi_head/num_fg_samples": 29.0, "time": 0.7548156268894672, "total_loss": 1.4496881157538155} {"data_time": 0.01690345909446478, "eta_seconds": 4249.728188314475, "iteration": 264339, "loss_fcos_cls": 0.19297521410044283, "loss_fcos_ctr": 0.6116600371897221, "loss_fcos_loc": 0.16362447768915445, "loss_mask": 0.2547155753709376, "loss_maskiou": 0.004532229155302048, "loss_sem_seg": 0.17162989545613527, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8772659926039381, "mask_rcnn/false_negative": 0.10557366406988908, "mask_rcnn/false_positive": 0.13740313634243317, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.7617313116788864, "total_loss": 1.4110932966432301} {"data_time": 0.016285494901239872, "eta_seconds": 4234.714133595116, "iteration": 264359, "loss_fcos_cls": 0.19213184399995953, "loss_fcos_ctr": 0.6138221090659499, "loss_fcos_loc": 0.15523707584361546, "loss_mask": 0.23619573144242167, "loss_maskiou": 0.004035832222143654, "loss_sem_seg": 0.16836752369999886, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8689305929244069, "mask_rcnn/false_negative": 0.10162749536032081, "mask_rcnn/false_positive": 0.14451742743678503, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.0, "time": 0.7593350112438202, "total_loss": 1.3753920030212612} {"data_time": 0.015032823197543621, "eta_seconds": 4220.997768914327, "iteration": 264379, "loss_fcos_cls": 0.19115101656643674, "loss_fcos_ctr": 0.6162972189486027, "loss_fcos_loc": 0.16625102679245174, "loss_mask": 0.24326206697151065, "loss_maskiou": 0.004278141634131316, "loss_sem_seg": 0.18007381120696664, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8803533290392569, "mask_rcnn/false_negative": 0.10947344317256683, "mask_rcnn/false_positive": 0.1133572256174748, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 29.5, "time": 0.7439649309962988, "total_loss": 1.397921336825675} {"data_time": 0.015503494068980217, "eta_seconds": 4207.084887474775, "iteration": 264399, "loss_fcos_cls": 0.2056745858862996, "loss_fcos_ctr": 0.6179126547649503, "loss_fcos_loc": 0.17721347976475954, "loss_mask": 0.25807133316993713, "loss_maskiou": 0.004544870040263049, "loss_sem_seg": 0.19569465005770326, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8817198260883301, "mask_rcnn/false_negative": 0.09010701152988612, "mask_rcnn/false_positive": 0.14497214006610298, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 28.25, "time": 0.7762491116300225, "total_loss": 1.4625492738123285} {"data_time": 0.016844501718878746, "eta_seconds": 4192.062266916037, "iteration": 264419, "loss_fcos_cls": 0.20049627468688414, "loss_fcos_ctr": 0.614324351772666, "loss_fcos_loc": 0.1682805228047073, "loss_mask": 0.2506739813834429, "loss_maskiou": 0.004063713451614603, "loss_sem_seg": 0.18024140130728483, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8815189164891546, "mask_rcnn/false_negative": 0.09087386623367852, "mask_rcnn/false_positive": 0.1319997568633649, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 26.25, "time": 0.7456025900319219, "total_loss": 1.4253376574488357} {"data_time": 0.016010919585824013, "eta_seconds": 4183.2229557447135, "iteration": 264439, "loss_fcos_cls": 0.19941663462668657, "loss_fcos_ctr": 0.6159695778042078, "loss_fcos_loc": 0.1706201833439991, "loss_mask": 0.2540642898529768, "loss_maskiou": 0.0045011747715761885, "loss_sem_seg": 0.1802878761664033, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8929546179267162, "mask_rcnn/false_negative": 0.0831426237212502, "mask_rcnn/false_positive": 0.12155966069653079, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.5, "time": 0.7685122471302748, "total_loss": 1.4195228813368885} {"data_time": 0.01647387072443962, "eta_seconds": 4168.178097065538, "iteration": 264459, "loss_fcos_cls": 0.20496160874608904, "loss_fcos_ctr": 0.6144038513302803, "loss_fcos_loc": 0.1581818733830005, "loss_mask": 0.2588628474622965, "loss_maskiou": 0.004558667827950558, "loss_sem_seg": 0.19782586675137281, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828436869253196, "mask_rcnn/false_negative": 0.0947282766392343, "mask_rcnn/false_positive": 0.16163999230183673, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 28.5, "time": 0.7532309358939528, "total_loss": 1.4266018117632484} {"data_time": 0.017383906990289688, "eta_seconds": 4156.042548596859, "iteration": 264479, "loss_fcos_cls": 0.1945100128359627, "loss_fcos_ctr": 0.6170747950673103, "loss_fcos_loc": 0.16977151471655816, "loss_mask": 0.24694644659757614, "loss_maskiou": 0.0045008223241893575, "loss_sem_seg": 0.17193991201929748, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8802437160326086, "mask_rcnn/false_negative": 0.09060843382966147, "mask_rcnn/false_positive": 0.13829116609335718, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 29.75, "time": 0.7679356774315238, "total_loss": 1.4085061786172446} {"data_time": 0.016779123805463314, "eta_seconds": 4146.360922064632, "iteration": 264499, "loss_fcos_cls": 0.2038636147044599, "loss_fcos_ctr": 0.6161502422764897, "loss_fcos_loc": 0.17202324676327407, "loss_mask": 0.2510025855153799, "loss_maskiou": 0.004604421526892111, "loss_sem_seg": 0.1929682905320078, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8934647817460317, "mask_rcnn/false_negative": 0.08551064096592742, "mask_rcnn/false_positive": 0.12985924313884953, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 32.75, "time": 0.7693145405501127, "total_loss": 1.4385571017446637} {"data_time": 0.017430991865694523, "eta_seconds": 4129.786445327103, "iteration": 264519, "loss_fcos_cls": 0.19533478189259768, "loss_fcos_ctr": 0.6150328908115625, "loss_fcos_loc": 0.16347658983431756, "loss_mask": 0.23765398561954498, "loss_maskiou": 0.0040347066715185065, "loss_sem_seg": 0.1705064952839166, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8991602891156463, "mask_rcnn/false_negative": 0.0869233417469866, "mask_rcnn/false_positive": 0.10832108289061074, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 29.5, "time": 0.7504347739741206, "total_loss": 1.3969042492171866} {"data_time": 0.01717326883226633, "eta_seconds": 4115.09423245769, "iteration": 264539, "loss_fcos_cls": 0.19630868564127013, "loss_fcos_ctr": 0.6139039266854525, "loss_fcos_loc": 0.16634133661864325, "loss_mask": 0.2504165000282228, "loss_maskiou": 0.004603134239005158, "loss_sem_seg": 0.18469442008063197, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8909265603382155, "mask_rcnn/false_negative": 0.09917274376367513, "mask_rcnn/false_positive": 0.11316143265889653, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 35.5, "time": 0.7554014250636101, "total_loss": 1.408683249130263} {"data_time": 0.01584724336862564, "eta_seconds": 4098.981048588641, "iteration": 264559, "loss_fcos_cls": 0.20426894235424697, "loss_fcos_ctr": 0.6150226052850485, "loss_fcos_loc": 0.1636940324679017, "loss_mask": 0.24586868844926357, "loss_maskiou": 0.004464237732463516, "loss_sem_seg": 0.18263169191777706, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941824290691887, "mask_rcnn/false_negative": 0.09303496856775742, "mask_rcnn/false_positive": 0.11867656386389441, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 30.5, "time": 0.7496017720550299, "total_loss": 1.4384104315395234} {"data_time": 0.016227247193455696, "eta_seconds": 4079.7889696788043, "iteration": 264579, "loss_fcos_cls": 0.19840497360564768, "loss_fcos_ctr": 0.6169220050796866, "loss_fcos_loc": 0.1671043166425079, "loss_mask": 0.25870994571596384, "loss_maskiou": 0.00473849236004753, "loss_sem_seg": 0.18579308409243822, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8942457786686102, "mask_rcnn/false_negative": 0.08586437887862529, "mask_rcnn/false_positive": 0.15814840310810413, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 31.25, "time": 0.745935469865799, "total_loss": 1.4593059990547772} {"data_time": 0.015623152256011963, "eta_seconds": 4062.6709616798908, "iteration": 264599, "loss_fcos_cls": 0.20504860836081207, "loss_fcos_ctr": 0.6147930379956961, "loss_fcos_loc": 0.16608865652233362, "loss_mask": 0.24638221645727754, "loss_maskiou": 0.004153650923399255, "loss_sem_seg": 0.17250543949194252, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9009611081274616, "mask_rcnn/false_negative": 0.08393081763879146, "mask_rcnn/false_positive": 0.10541124736571672, "roi_head/num_bg_samples": 53.75, "roi_head/num_fg_samples": 27.0, "time": 0.7444413742050529, "total_loss": 1.4252543236725614} {"data_time": 0.01704779453575611, "eta_seconds": 4053.185209208168, "iteration": 264619, "loss_fcos_cls": 0.19748734962195158, "loss_fcos_ctr": 0.6184769729152322, "loss_fcos_loc": 0.17617291351780295, "loss_mask": 0.2615524437278509, "loss_maskiou": 0.004703781320131384, "loss_sem_seg": 0.1806443971581757, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8958745718216532, "mask_rcnn/false_negative": 0.0806154694969057, "mask_rcnn/false_positive": 0.11383262176878994, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 35.5, "time": 0.7885085185989738, "total_loss": 1.4398939998282003} {"data_time": 0.016225866973400116, "eta_seconds": 4036.78936039377, "iteration": 264639, "loss_fcos_cls": 0.20245698784856359, "loss_fcos_ctr": 0.6171219651587307, "loss_fcos_loc": 0.16955185495316982, "loss_mask": 0.24782455246895552, "loss_maskiou": 0.004564959788694978, "loss_sem_seg": 0.16116807563230395, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8972129076997675, "mask_rcnn/false_negative": 0.08244740892992755, "mask_rcnn/false_positive": 0.11610514224134103, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 34.0, "time": 0.76006546523422, "total_loss": 1.4152119878744998} {"data_time": 0.016786646097898483, "eta_seconds": 4016.230387724936, "iteration": 264659, "loss_fcos_cls": 0.19477142486721277, "loss_fcos_ctr": 0.6149332886561751, "loss_fcos_loc": 0.16607163503067568, "loss_mask": 0.24493075720965862, "loss_maskiou": 0.004398406686959788, "loss_sem_seg": 0.17551937379175797, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959232731554161, "mask_rcnn/false_negative": 0.09120732113793961, "mask_rcnn/false_positive": 0.1193864008120927, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 30.0, "time": 0.7391872983425856, "total_loss": 1.3968653792035184} {"data_time": 0.016667759977281094, "eta_seconds": 4001.7474546842277, "iteration": 264679, "loss_fcos_cls": 0.1884798527607927, "loss_fcos_ctr": 0.6168386959470809, "loss_fcos_loc": 0.16899454197846353, "loss_mask": 0.2597746942192316, "loss_maskiou": 0.004387708380818367, "loss_sem_seg": 0.1914120672736317, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891900650124025, "mask_rcnn/false_negative": 0.1109890095424608, "mask_rcnn/false_positive": 0.11210574411588078, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 34.5, "time": 0.7529153451323509, "total_loss": 1.4298803236051754} {"data_time": 0.01722829695791006, "eta_seconds": 3988.6071815611795, "iteration": 264699, "loss_fcos_cls": 0.19092822016682476, "loss_fcos_ctr": 0.6150075551122427, "loss_fcos_loc": 0.16743574221618474, "loss_mask": 0.24894162453711033, "loss_maskiou": 0.0044244429664104246, "loss_sem_seg": 0.1648900625295937, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9022160252620846, "mask_rcnn/false_negative": 0.08678174390552378, "mask_rcnn/false_positive": 0.112085724788801, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 27.5, "time": 0.7562439860776067, "total_loss": 1.3865160245622974} {"data_time": 0.01645476743578911, "eta_seconds": 3973.5586730474606, "iteration": 264719, "loss_fcos_cls": 0.2030051238834858, "loss_fcos_ctr": 0.6139732860028744, "loss_fcos_loc": 0.16270531923510134, "loss_mask": 0.24955191370099783, "loss_maskiou": 0.004362042305729119, "loss_sem_seg": 0.17525295005179942, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889484550038921, "mask_rcnn/false_negative": 0.08693421122937113, "mask_rcnn/false_positive": 0.1319667448831544, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 23.25, "time": 0.7412747489288449, "total_loss": 1.4057230700054788} {"data_time": 0.015960175544023514, "eta_seconds": 3960.354318927042, "iteration": 264739, "loss_fcos_cls": 0.20105814677663147, "loss_fcos_ctr": 0.6168059054762125, "loss_fcos_loc": 0.16920582205057144, "loss_mask": 0.25436584558337927, "loss_maskiou": 0.003993226186139509, "loss_sem_seg": 0.17965108552016318, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8841168940402249, "mask_rcnn/false_negative": 0.09433728866295917, "mask_rcnn/false_positive": 0.12741974463995231, "roi_head/num_bg_samples": 46.0, "roi_head/num_fg_samples": 24.0, "time": 0.7724836366251111, "total_loss": 1.4150221831259842} {"data_time": 0.017016807571053505, "eta_seconds": 3947.2734429901466, "iteration": 264759, "loss_fcos_cls": 0.18168909731321037, "loss_fcos_ctr": 0.6165720969438553, "loss_fcos_loc": 0.16658374364487827, "loss_mask": 0.24734806967899203, "loss_maskiou": 0.004172088432824239, "loss_sem_seg": 0.1975680636242032, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8998292462146149, "mask_rcnn/false_negative": 0.07438064857006702, "mask_rcnn/false_positive": 0.11729107549276721, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 28.75, "time": 0.7523288456723094, "total_loss": 1.415971361384436} {"data_time": 0.016005196608603, "eta_seconds": 3929.161792336032, "iteration": 264779, "loss_fcos_cls": 0.18242961796931922, "loss_fcos_ctr": 0.6135457996279001, "loss_fcos_loc": 0.1657946608029306, "loss_mask": 0.23952788021415472, "loss_maskiou": 0.004057941703649703, "loss_sem_seg": 0.16521140187978745, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9082941424869267, "mask_rcnn/false_negative": 0.0933558549572419, "mask_rcnn/false_positive": 0.09698029647656548, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 24.0, "time": 0.7251632800325751, "total_loss": 1.3874973466517986} {"data_time": 0.01814623549580574, "eta_seconds": 3914.110416000709, "iteration": 264799, "loss_fcos_cls": 0.1940212449990213, "loss_fcos_ctr": 0.614083269611001, "loss_fcos_loc": 0.1598620235454291, "loss_mask": 0.2396875722333789, "loss_maskiou": 0.0043741983972722664, "loss_sem_seg": 0.1810514680109918, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992484267608852, "mask_rcnn/false_negative": 0.08885890344158559, "mask_rcnn/false_positive": 0.10997796896230921, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 30.0, "time": 0.7524545015767217, "total_loss": 1.4079857768774673} {"data_time": 0.01563234068453312, "eta_seconds": 3897.3483533235267, "iteration": 264819, "loss_fcos_cls": 0.1878580239135772, "loss_fcos_ctr": 0.6138624837622046, "loss_fcos_loc": 0.16437822137959301, "loss_mask": 0.2380526438355446, "loss_maskiou": 0.00475474820996169, "loss_sem_seg": 0.1741337743587792, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8827329122347893, "mask_rcnn/false_negative": 0.08888448277486531, "mask_rcnn/false_positive": 0.14341549244367602, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 34.25, "time": 0.7661047708243132, "total_loss": 1.395278579700971} {"data_time": 0.017969119362533092, "eta_seconds": 3882.1382832257077, "iteration": 264839, "loss_fcos_cls": 0.1911640664911829, "loss_fcos_ctr": 0.6113912193104625, "loss_fcos_loc": 0.15418723481707275, "loss_mask": 0.25226651690900326, "loss_maskiou": 0.004266763629857451, "loss_sem_seg": 0.18695393879897892, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894408604788069, "mask_rcnn/false_negative": 0.0853204971873672, "mask_rcnn/false_positive": 0.14098992284182094, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 28.75, "time": 0.7584316777065396, "total_loss": 1.3767350469634039} {"data_time": 0.01644721906632185, "eta_seconds": 3867.9989261562005, "iteration": 264859, "loss_fcos_cls": 0.1957537212583702, "loss_fcos_ctr": 0.6165416575968266, "loss_fcos_loc": 0.1683853935683146, "loss_mask": 0.25195194873958826, "loss_maskiou": 0.004330349125666544, "loss_sem_seg": 0.17682253662496805, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8811936480941583, "mask_rcnn/false_negative": 0.08872177053437705, "mask_rcnn/false_positive": 0.15014489070326864, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 33.5, "time": 0.7509439699351788, "total_loss": 1.411817259977397} {"data_time": 0.01733669452369213, "eta_seconds": 3851.407007340342, "iteration": 264879, "loss_fcos_cls": 0.19497059361310676, "loss_fcos_ctr": 0.613910567946732, "loss_fcos_loc": 0.16667331662029028, "loss_mask": 0.2345185298472643, "loss_maskiou": 0.0038771939143771306, "loss_sem_seg": 0.1757952244952321, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881183040017626, "mask_rcnn/false_negative": 0.08660486813123176, "mask_rcnn/false_positive": 0.1333715742671591, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 26.5, "time": 0.7254642676562071, "total_loss": 1.4034750756964058} {"data_time": 0.016856830567121506, "eta_seconds": 3837.9036223152652, "iteration": 264899, "loss_fcos_cls": 0.19865227391710505, "loss_fcos_ctr": 0.616593737155199, "loss_fcos_loc": 0.17167547426652163, "loss_mask": 0.25990463607013226, "loss_maskiou": 0.0046145495944074355, "loss_sem_seg": 0.1823117034509778, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8760622743995558, "mask_rcnn/false_negative": 0.09933666150812552, "mask_rcnn/false_positive": 0.14037495898725041, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 31.25, "time": 0.763426037505269, "total_loss": 1.4265105924860109} {"data_time": 0.01776192896068096, "eta_seconds": 3824.170420316048, "iteration": 264919, "loss_fcos_cls": 0.19341466296464205, "loss_fcos_ctr": 0.6172009473666549, "loss_fcos_loc": 0.16891706502065063, "loss_mask": 0.2580828480422497, "loss_maskiou": 0.0043387914629420266, "loss_sem_seg": 0.1912455065175891, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.891020942480107, "mask_rcnn/false_negative": 0.10558353432707429, "mask_rcnn/false_positive": 0.13387267664115457, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 29.75, "time": 0.7535506868734956, "total_loss": 1.4437589924236818} {"data_time": 0.01516007911413908, "eta_seconds": 3806.917622826062, "iteration": 264939, "loss_fcos_cls": 0.18820871540810913, "loss_fcos_ctr": 0.613179350271821, "loss_fcos_loc": 0.1594424758804962, "loss_mask": 0.23733131028711796, "loss_maskiou": 0.004535593492619228, "loss_sem_seg": 0.1749811500776559, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970229396106268, "mask_rcnn/false_negative": 0.10156408311177767, "mask_rcnn/false_positive": 0.12914170078785503, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 24.5, "time": 0.743480390869081, "total_loss": 1.3702582491901012} {"data_time": 0.016335229389369488, "eta_seconds": 3789.5108434958383, "iteration": 264959, "loss_fcos_cls": 0.19003258203156292, "loss_fcos_ctr": 0.6132978079840541, "loss_fcos_loc": 0.16289997030980885, "loss_mask": 0.24534980580210686, "loss_maskiou": 0.004515533772064373, "loss_sem_seg": 0.16873421403579414, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8838938109027394, "mask_rcnn/false_negative": 0.09528832926436044, "mask_rcnn/false_positive": 0.12560106422928052, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 29.0, "time": 0.7433052137494087, "total_loss": 1.3795923602156108} {"data_time": 0.016813332214951515, "eta_seconds": 3775.3775152321905, "iteration": 264979, "loss_fcos_cls": 0.18582255049841478, "loss_fcos_ctr": 0.6150249573402107, "loss_fcos_loc": 0.15820489637553692, "loss_mask": 0.23463987279683352, "loss_maskiou": 0.004287750656658318, "loss_sem_seg": 0.1671325049828738, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9051834803969897, "mask_rcnn/false_negative": 0.07855292082975984, "mask_rcnn/false_positive": 0.12084674018248534, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 27.25, "time": 0.7495802966877818, "total_loss": 1.406530921243757} {"data_time": 0.01591630559414625, "eta_seconds": 3761.1572825051844, "iteration": 264999, "loss_fcos_cls": 0.18891364068258554, "loss_fcos_ctr": 0.6154580302536488, "loss_fcos_loc": 0.16438990423921496, "loss_mask": 0.23771347710862756, "loss_maskiou": 0.004252840706612915, "loss_sem_seg": 0.1694153849966824, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923415110725141, "mask_rcnn/false_negative": 0.07160894847246119, "mask_rcnn/false_positive": 0.13443010447923331, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 29.75, "time": 0.7652897974476218, "total_loss": 1.3883850439742673} {"data_time": 0.016688255593180656, "eta_seconds": 3744.771818256937, "iteration": 265019, "loss_fcos_cls": 0.19509984366595745, "loss_fcos_ctr": 0.6177786653861403, "loss_fcos_loc": 0.17449874279554933, "loss_mask": 0.2591355321928859, "loss_maskiou": 0.004507934070716146, "loss_sem_seg": 0.1795449540950358, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866335327234343, "mask_rcnn/false_negative": 0.09066759716536286, "mask_rcnn/false_positive": 0.14528236351034823, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 37.25, "time": 0.7555459560826421, "total_loss": 1.4394754875829676} {"data_time": 0.016739340499043465, "eta_seconds": 3729.7355933291838, "iteration": 265039, "loss_fcos_cls": 0.1832696907222271, "loss_fcos_ctr": 0.6142519479617476, "loss_fcos_loc": 0.16377485048724338, "loss_mask": 0.2541736513376236, "loss_maskiou": 0.004288744239602238, "loss_sem_seg": 0.19831667933613062, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88744298855906, "mask_rcnn/false_negative": 0.10276480318940684, "mask_rcnn/false_positive": 0.12992384499807785, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 33.75, "time": 0.7547221770510077, "total_loss": 1.4287134541082196} {"data_time": 0.014743275009095669, "eta_seconds": 3716.6528303464875, "iteration": 265059, "loss_fcos_cls": 0.18227109289728105, "loss_fcos_ctr": 0.6173990610986948, "loss_fcos_loc": 0.17073906515724957, "loss_mask": 0.24413973838090897, "loss_maskiou": 0.004071012273925589, "loss_sem_seg": 0.18141101696528494, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859053601677825, "mask_rcnn/false_negative": 0.09967582571832373, "mask_rcnn/false_positive": 0.11838259079876698, "roi_head/num_bg_samples": 59.75, "roi_head/num_fg_samples": 30.0, "time": 0.7504749223589897, "total_loss": 1.3975725489726756} {"data_time": 0.015631217509508133, "eta_seconds": 3703.391147306189, "iteration": 265079, "loss_fcos_cls": 0.20066388708073646, "loss_fcos_ctr": 0.6182543067261577, "loss_fcos_loc": 0.16875975992297754, "loss_mask": 0.25510119926184416, "loss_maskiou": 0.00438564484284143, "loss_sem_seg": 0.1843953994102776, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8853954081632653, "mask_rcnn/false_negative": 0.10836640376359893, "mask_rcnn/false_positive": 0.11955663876936383, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 27.25, "time": 0.7666355250403285, "total_loss": 1.44191337540542} {"data_time": 0.01602175459265709, "eta_seconds": 3686.5645661866292, "iteration": 265099, "loss_fcos_cls": 0.1914612400578335, "loss_fcos_ctr": 0.614263123832643, "loss_fcos_loc": 0.16380815504817292, "loss_mask": 0.24778822157531977, "loss_maskiou": 0.004474088578717783, "loss_sem_seg": 0.18700956460088491, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.904419564648602, "mask_rcnn/false_negative": 0.08292882120614706, "mask_rcnn/false_positive": 0.1117731788333863, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 20.25, "time": 0.7416595090180635, "total_loss": 1.4213042055416736} {"data_time": 0.015647013671696186, "eta_seconds": 3671.5204341067, "iteration": 265119, "loss_fcos_cls": 0.19511274859542027, "loss_fcos_ctr": 0.6148913372308016, "loss_fcos_loc": 0.1666683106450364, "loss_mask": 0.25214210990816355, "loss_maskiou": 0.004090596819878556, "loss_sem_seg": 0.1762358206033241, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894015582631654, "mask_rcnn/false_negative": 0.0942251764593451, "mask_rcnn/false_positive": 0.11603955855655558, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 26.5, "time": 0.7411962421610951, "total_loss": 1.421770981301961} {"data_time": 0.0161763159558177, "eta_seconds": 3655.8659368641675, "iteration": 265139, "loss_fcos_cls": 0.19071048288606107, "loss_fcos_ctr": 0.615636701695621, "loss_fcos_loc": 0.16898906813003123, "loss_mask": 0.25682117231190205, "loss_maskiou": 0.004333138698711991, "loss_sem_seg": 0.17177262250334024, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938817610005644, "mask_rcnn/false_negative": 0.08555288258285917, "mask_rcnn/false_positive": 0.12747879945107096, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 29.75, "time": 0.7519028363749385, "total_loss": 1.4339562936511356} {"data_time": 0.015443277545273304, "eta_seconds": 3640.824316058308, "iteration": 265159, "loss_fcos_cls": 0.19033217686228454, "loss_fcos_ctr": 0.6129081649705768, "loss_fcos_loc": 0.15852965868543833, "loss_mask": 0.24554169038310647, "loss_maskiou": 0.00416496949037537, "loss_sem_seg": 0.18897742999251932, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9094074105051857, "mask_rcnn/false_negative": 0.06285704627370187, "mask_rcnn/false_positive": 0.13581255923363483, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 24.0, "time": 0.7530847387388349, "total_loss": 1.4007992009511554} {"data_time": 0.01533083152025938, "eta_seconds": 3626.388037866913, "iteration": 265179, "loss_fcos_cls": 0.19440788170322776, "loss_fcos_ctr": 0.6142134456895292, "loss_fcos_loc": 0.1688599621411413, "loss_mask": 0.25146282836794853, "loss_maskiou": 0.00473453266749857, "loss_sem_seg": 0.17046816344372928, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980455463435375, "mask_rcnn/false_negative": 0.09632921562328942, "mask_rcnn/false_positive": 0.12099466706235391, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 35.0, "time": 0.74585020262748, "total_loss": 1.4022930866085517} {"data_time": 0.014885739423334599, "eta_seconds": 3613.6584950126708, "iteration": 265199, "loss_fcos_cls": 0.20458226767368615, "loss_fcos_ctr": 0.6144202155992389, "loss_fcos_loc": 0.16102438850793988, "loss_mask": 0.24924076162278652, "loss_maskiou": 0.004343669495938229, "loss_sem_seg": 0.19088476477190852, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.887868296669317, "mask_rcnn/false_negative": 0.08874545775599088, "mask_rcnn/false_positive": 0.11754423576834513, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 24.75, "time": 0.7622342053800821, "total_loss": 1.4125167268139194} {"data_time": 0.016123950481414795, "eta_seconds": 3600.4272051444277, "iteration": 265219, "loss_fcos_cls": 0.19136613933369517, "loss_fcos_ctr": 0.6148123946040869, "loss_fcos_loc": 0.16681118204724044, "loss_mask": 0.25270399264991283, "loss_maskiou": 0.004277281987015158, "loss_sem_seg": 0.17652417032513767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889084838480847, "mask_rcnn/false_negative": 0.0966641896876975, "mask_rcnn/false_positive": 0.12195570376429046, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 28.25, "time": 0.7736309645697474, "total_loss": 1.4055518309614854} {"data_time": 0.01563393697142601, "eta_seconds": 3586.548353162594, "iteration": 265239, "loss_fcos_cls": 0.19622942712157965, "loss_fcos_ctr": 0.6184980254620314, "loss_fcos_loc": 0.17979687184561044, "loss_mask": 0.2521640001796186, "loss_maskiou": 0.004287831819965504, "loss_sem_seg": 0.1664303953293711, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8680338541666667, "mask_rcnn/false_negative": 0.11661466102329808, "mask_rcnn/false_positive": 0.14451057347936094, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 31.75, "time": 0.763655218295753, "total_loss": 1.4333281101717148} {"data_time": 0.016435529105365276, "eta_seconds": 3572.006042503752, "iteration": 265259, "loss_fcos_cls": 0.19668703735806048, "loss_fcos_ctr": 0.615208241972141, "loss_fcos_loc": 0.17548304609954357, "loss_mask": 0.24084623204544187, "loss_maskiou": 0.004596718572429381, "loss_sem_seg": 0.1716171943116933, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858568427370949, "mask_rcnn/false_negative": 0.08981360938907583, "mask_rcnn/false_positive": 0.12536907938456301, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 29.0, "time": 0.7608978934586048, "total_loss": 1.4302368045864569} {"data_time": 0.016464789398014545, "eta_seconds": 3556.9374660747126, "iteration": 265279, "loss_fcos_cls": 0.1960929511114955, "loss_fcos_ctr": 0.6153075844049454, "loss_fcos_loc": 0.1641278280876577, "loss_mask": 0.24821885395795107, "loss_maskiou": 0.004531457494977076, "loss_sem_seg": 0.1815243272576481, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8923156008092892, "mask_rcnn/false_negative": 0.0856908274152182, "mask_rcnn/false_positive": 0.1408957939015526, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 29.25, "time": 0.7264140304178, "total_loss": 1.4273833714123612} {"data_time": 0.015545021742582321, "eta_seconds": 3540.570970329456, "iteration": 265299, "loss_fcos_cls": 0.1982623259536922, "loss_fcos_ctr": 0.6119120856747031, "loss_fcos_loc": 0.16475415835157037, "loss_mask": 0.24675387516617775, "loss_maskiou": 0.0044492216111393645, "loss_sem_seg": 0.16920744138769805, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8904591441839893, "mask_rcnn/false_negative": 0.09831670981831656, "mask_rcnn/false_positive": 0.1298389303230217, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7469442980363965, "total_loss": 1.410748469279497} {"data_time": 0.01622943114489317, "eta_seconds": 3523.335849855095, "iteration": 265319, "loss_fcos_cls": 0.2047395354602486, "loss_fcos_ctr": 0.6175139108672738, "loss_fcos_loc": 0.17067068198230118, "loss_mask": 0.24009424541145563, "loss_maskiou": 0.004570115605019964, "loss_sem_seg": 0.16178489197045565, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9106796116504854, "mask_rcnn/false_negative": 0.08294006869144466, "mask_rcnn/false_positive": 0.11400119085739648, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 30.0, "time": 0.7449169158935547, "total_loss": 1.4054341825794836} {"data_time": 0.014465703628957272, "eta_seconds": 3508.0610763812438, "iteration": 265339, "loss_fcos_cls": 0.19680038705701008, "loss_fcos_ctr": 0.6161294979974627, "loss_fcos_loc": 0.1672388520091772, "loss_mask": 0.24353355076164007, "loss_maskiou": 0.00411120648823271, "loss_sem_seg": 0.1583239686442539, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8858551608550511, "mask_rcnn/false_negative": 0.10340865128260535, "mask_rcnn/false_positive": 0.1283169332878938, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.75, "time": 0.756472404114902, "total_loss": 1.380413306189439} {"data_time": 0.015830357559025288, "eta_seconds": 3493.0082504795864, "iteration": 265359, "loss_fcos_cls": 0.18892836687155068, "loss_fcos_ctr": 0.6146687660366297, "loss_fcos_loc": 0.1724495243979618, "loss_mask": 0.2615350508131087, "loss_maskiou": 0.004761236916237976, "loss_sem_seg": 0.205997783690691, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8897789403537609, "mask_rcnn/false_negative": 0.10103390923048336, "mask_rcnn/false_positive": 0.1405360574433791, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 33.25, "time": 0.7529020234942436, "total_loss": 1.459495616825734} {"data_time": 0.01847016252577305, "eta_seconds": 3478.37001158949, "iteration": 265379, "loss_fcos_cls": 0.21562052273657173, "loss_fcos_ctr": 0.6169162634760141, "loss_fcos_loc": 0.17425606562756002, "loss_mask": 0.2503801342099905, "loss_maskiou": 0.004519403402809985, "loss_sem_seg": 0.19920202810317278, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8987784796458266, "mask_rcnn/false_negative": 0.08722332654134947, "mask_rcnn/false_positive": 0.10913761387403245, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.25, "time": 0.7559302933514118, "total_loss": 1.4518894033681136} {"data_time": 0.017508819699287415, "eta_seconds": 3460.2188165476546, "iteration": 265399, "loss_fcos_cls": 0.20155732240527868, "loss_fcos_ctr": 0.6155474008992314, "loss_fcos_loc": 0.16568996582645923, "loss_mask": 0.24030425399541855, "loss_maskiou": 0.004861951863858849, "loss_sem_seg": 0.17993089789524674, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9078993463744944, "mask_rcnn/false_negative": 0.08709532331748998, "mask_rcnn/false_positive": 0.12192005955446483, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 18.0, "time": 0.7383858365938067, "total_loss": 1.4300284850905882} {"data_time": 0.01678444631397724, "eta_seconds": 3444.8713129526004, "iteration": 265419, "loss_fcos_cls": 0.19192483485676348, "loss_fcos_ctr": 0.6155328419990838, "loss_fcos_loc": 0.15983217785833403, "loss_mask": 0.23045624420046806, "loss_maskiou": 0.003494470542136696, "loss_sem_seg": 0.1859477674588561, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9204846357235903, "mask_rcnn/false_negative": 0.08105083138782866, "mask_rcnn/false_positive": 0.11072468065758007, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 25.5, "time": 0.7494346899911761, "total_loss": 1.3996622371123522} {"data_time": 0.01670170482248068, "eta_seconds": 3426.1532852789387, "iteration": 265439, "loss_fcos_cls": 0.1991728291613981, "loss_fcos_ctr": 0.6142048612236977, "loss_fcos_loc": 0.1564197729458101, "loss_mask": 0.23845247644931078, "loss_maskiou": 0.003941798404412111, "loss_sem_seg": 0.17588996374979615, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980305018924275, "mask_rcnn/false_negative": 0.08245762511223176, "mask_rcnn/false_positive": 0.09411662481638579, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 36.0, "time": 0.7397579289972782, "total_loss": 1.4231078579323366} {"data_time": 0.01560757216066122, "eta_seconds": 3409.721061256714, "iteration": 265459, "loss_fcos_cls": 0.19511396321468055, "loss_fcos_ctr": 0.6171423252671957, "loss_fcos_loc": 0.1633726665750146, "loss_mask": 0.25058407709002495, "loss_maskiou": 0.004789454964338802, "loss_sem_seg": 0.18404485000064597, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9095740568954855, "mask_rcnn/false_negative": 0.07718306818961929, "mask_rcnn/false_positive": 0.1319180367265582, "roi_head/num_bg_samples": 42.25, "roi_head/num_fg_samples": 24.0, "time": 0.7411319948732853, "total_loss": 1.4145867000806902} {"data_time": 0.016211693175137043, "eta_seconds": 3392.5105318576097, "iteration": 265479, "loss_fcos_cls": 0.20543926674872637, "loss_fcos_ctr": 0.6152540426701307, "loss_fcos_loc": 0.17264138325117528, "loss_mask": 0.2652561441063881, "loss_maskiou": 0.005042947188485414, "loss_sem_seg": 0.180988815613091, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810382326007326, "mask_rcnn/false_negative": 0.08775474446189302, "mask_rcnn/false_positive": 0.15979507642098056, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 23.25, "time": 0.7541582761332393, "total_loss": 1.454595439856348} {"data_time": 0.01653753872960806, "eta_seconds": 3374.763717021793, "iteration": 265499, "loss_fcos_cls": 0.1864641336724162, "loss_fcos_ctr": 0.615563103929162, "loss_fcos_loc": 0.16244326016749255, "loss_mask": 0.2394022885710001, "loss_maskiou": 0.0036968575241189683, "loss_sem_seg": 0.1714106979779899, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8791059680451128, "mask_rcnn/false_negative": 0.09600915085434508, "mask_rcnn/false_positive": 0.14055054986626836, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 32.25, "time": 0.7437687730416656, "total_loss": 1.3827264432366064} {"data_time": 0.018264171667397022, "eta_seconds": 3360.359466660768, "iteration": 265519, "loss_fcos_cls": 0.20031239849049598, "loss_fcos_ctr": 0.6168933678418398, "loss_fcos_loc": 0.17057331759133376, "loss_mask": 0.2553616017103195, "loss_maskiou": 0.004237409069901332, "loss_sem_seg": 0.1801313478499651, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8798388321539397, "mask_rcnn/false_negative": 0.10406584096474128, "mask_rcnn/false_positive": 0.13137273602880783, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 27.0, "time": 0.7609940702095628, "total_loss": 1.4141065831063315} {"data_time": 0.014729619026184082, "eta_seconds": 3345.3831046242267, "iteration": 265539, "loss_fcos_cls": 0.18787040340248495, "loss_fcos_ctr": 0.6151257790625095, "loss_fcos_loc": 0.16899732232559472, "loss_mask": 0.24787142407149076, "loss_maskiou": 0.0043710128411476035, "loss_sem_seg": 0.1694809035398066, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867419993464827, "mask_rcnn/false_negative": 0.08858778839816499, "mask_rcnn/false_positive": 0.15358911811429293, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 31.0, "time": 0.7553225662559271, "total_loss": 1.3979458681351389} {"data_time": 0.016705915331840515, "eta_seconds": 3329.776864539832, "iteration": 265559, "loss_fcos_cls": 0.19090086227515712, "loss_fcos_ctr": 0.6162442984059453, "loss_fcos_loc": 0.17098246270325035, "loss_mask": 0.252690396271646, "loss_maskiou": 0.004703404440078884, "loss_sem_seg": 0.18667507846839726, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8876480221718317, "mask_rcnn/false_negative": 0.0982183093402868, "mask_rcnn/false_positive": 0.1298830292008083, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 22.5, "time": 0.7472610678523779, "total_loss": 1.4418734114733525} {"data_time": 0.01675958465784788, "eta_seconds": 3316.1568339141086, "iteration": 265579, "loss_fcos_cls": 0.19924764148890972, "loss_fcos_ctr": 0.6179364575073123, "loss_fcos_loc": 0.1587892594980076, "loss_mask": 0.25238830875605345, "loss_maskiou": 0.003973040918936022, "loss_sem_seg": 0.18907816149294376, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926304780307646, "mask_rcnn/false_negative": 0.09710984125435765, "mask_rcnn/false_positive": 0.11897639912907301, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 30.5, "time": 0.7509771566838026, "total_loss": 1.4163149839951075} {"data_time": 0.01630004122853279, "eta_seconds": 3302.3828766793013, "iteration": 265599, "loss_fcos_cls": 0.19932686490938067, "loss_fcos_ctr": 0.6154252234846354, "loss_fcos_loc": 0.17073042289121076, "loss_mask": 0.2598403338342905, "loss_maskiou": 0.004721135541331023, "loss_sem_seg": 0.16222283244132996, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859473418997228, "mask_rcnn/false_negative": 0.0963252193174951, "mask_rcnn/false_positive": 0.11882107705560169, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 33.0, "time": 0.7540715057402849, "total_loss": 1.4082583991012143} {"data_time": 0.016618192195892334, "eta_seconds": 3286.913296450861, "iteration": 265619, "loss_fcos_cls": 0.19818266155198216, "loss_fcos_ctr": 0.6183409858494997, "loss_fcos_loc": 0.17654391773976386, "loss_mask": 0.2558999052271247, "loss_maskiou": 0.004767628342960961, "loss_sem_seg": 0.174836351769045, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8985478806907379, "mask_rcnn/false_negative": 0.09239798039131503, "mask_rcnn/false_positive": 0.1104080298747323, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 26.0, "time": 0.7605135003104806, "total_loss": 1.4249498385906918} {"data_time": 0.015405476093292236, "eta_seconds": 3270.1999310525134, "iteration": 265639, "loss_fcos_cls": 0.1945231044664979, "loss_fcos_ctr": 0.6138602104038, "loss_fcos_loc": 0.16489427560009062, "loss_mask": 0.25001971051096916, "loss_maskiou": 0.004422729751240695, "loss_sem_seg": 0.17877309082541615, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953153136254501, "mask_rcnn/false_negative": 0.10982340571215063, "mask_rcnn/false_positive": 0.114051465593574, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 27.75, "time": 0.7398375263437629, "total_loss": 1.412189476795902} {"data_time": 0.018105177208781242, "eta_seconds": 3256.1494720699266, "iteration": 265659, "loss_fcos_cls": 0.18779946444556117, "loss_fcos_ctr": 0.6159264841116965, "loss_fcos_loc": 0.16515191760845482, "loss_mask": 0.2599008362740278, "loss_maskiou": 0.004986319996532984, "loss_sem_seg": 0.18211266596335918, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007896948898213, "mask_rcnn/false_negative": 0.0933200648944952, "mask_rcnn/false_positive": 0.12120160862299079, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.0, "time": 0.7493607820942998, "total_loss": 1.4222813519081683} {"data_time": 0.014683892950415611, "eta_seconds": 3240.204976399429, "iteration": 265679, "loss_fcos_cls": 0.19974829792045057, "loss_fcos_ctr": 0.6154760476201773, "loss_fcos_loc": 0.16781258728588, "loss_mask": 0.2560194991528988, "loss_maskiou": 0.00447105047351215, "loss_sem_seg": 0.17612190824002028, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8667274052478134, "mask_rcnn/false_negative": 0.11452338321266575, "mask_rcnn/false_positive": 0.1364497588150984, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 31.0, "time": 0.7458647219464183, "total_loss": 1.4227566169483907} {"data_time": 0.016176939941942692, "eta_seconds": 3224.5232272939757, "iteration": 265699, "loss_fcos_cls": 0.20125245198141783, "loss_fcos_ctr": 0.6158468518406153, "loss_fcos_loc": 0.16687147261109203, "loss_mask": 0.24625713285058737, "loss_maskiou": 0.004172812396063819, "loss_sem_seg": 0.18471438298001885, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875155666251556, "mask_rcnn/false_negative": 0.09757008061561011, "mask_rcnn/false_positive": 0.12481793721293069, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 36.75, "time": 0.7512819580733776, "total_loss": 1.439507317274547} {"data_time": 0.016272982582449913, "eta_seconds": 3210.210021746345, "iteration": 265719, "loss_fcos_cls": 0.20530975831206888, "loss_fcos_ctr": 0.6158635905012488, "loss_fcos_loc": 0.17052024515578523, "loss_mask": 0.25359828816726804, "loss_maskiou": 0.004605088142852765, "loss_sem_seg": 0.17001328710466623, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9141134669151911, "mask_rcnn/false_negative": 0.07244111017526708, "mask_rcnn/false_positive": 0.10818563286321459, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.5, "time": 0.7614006418734789, "total_loss": 1.4163725651596906} {"data_time": 0.01606145966798067, "eta_seconds": 3193.971787328832, "iteration": 265739, "loss_fcos_cls": 0.19800108263734728, "loss_fcos_ctr": 0.6145317475311458, "loss_fcos_loc": 0.16891943069640547, "loss_mask": 0.2537777805700898, "loss_maskiou": 0.004920803869026713, "loss_sem_seg": 0.1862891805358231, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8961522108843538, "mask_rcnn/false_negative": 0.09606006197413991, "mask_rcnn/false_positive": 0.110020945291904, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 23.5, "time": 0.741396302357316, "total_loss": 1.4233477776651853} {"data_time": 0.015632030554115772, "eta_seconds": 3176.756470204331, "iteration": 265759, "loss_fcos_cls": 0.20223229564726353, "loss_fcos_ctr": 0.6162630710750818, "loss_fcos_loc": 0.16830590995959938, "loss_mask": 0.2683921242132783, "loss_maskiou": 0.004808750563825015, "loss_sem_seg": 0.16471544315572828, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8976082014438429, "mask_rcnn/false_negative": 0.07848945708044687, "mask_rcnn/false_positive": 0.11472694572456546, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 25.0, "time": 0.7225491320714355, "total_loss": 1.4231727280739506} {"data_time": 0.015867412090301514, "eta_seconds": 3164.546045665629, "iteration": 265779, "loss_fcos_cls": 0.19982263213023543, "loss_fcos_ctr": 0.6180946147069335, "loss_fcos_loc": 0.16763819521293044, "loss_mask": 0.2479877844452858, "loss_maskiou": 0.004460560652660206, "loss_sem_seg": 0.16286429201136343, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007864525080842, "mask_rcnn/false_negative": 0.08512627930500112, "mask_rcnn/false_positive": 0.12048686869856041, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 31.5, "time": 0.7624805383384228, "total_loss": 1.4041443711030297} {"data_time": 0.016158126294612885, "eta_seconds": 3148.9048989256844, "iteration": 265799, "loss_fcos_cls": 0.187405965058133, "loss_fcos_ctr": 0.61521190777421, "loss_fcos_loc": 0.16244220058433712, "loss_mask": 0.24728533159941435, "loss_maskiou": 0.004146897215832723, "loss_sem_seg": 0.1805381807498634, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9270723819830963, "mask_rcnn/false_negative": 0.0714996534753442, "mask_rcnn/false_positive": 0.07138008741788529, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 23.0, "time": 0.7491439757868648, "total_loss": 1.4002526184049202} {"data_time": 0.016506778076291084, "eta_seconds": 3133.913683029823, "iteration": 265819, "loss_fcos_cls": 0.1932297656312585, "loss_fcos_ctr": 0.6151480935513973, "loss_fcos_loc": 0.17428474384360015, "loss_mask": 0.2604566724039614, "loss_maskiou": 0.004683767612732481, "loss_sem_seg": 0.18199670035392046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8936948760230556, "mask_rcnn/false_negative": 0.08733573852949796, "mask_rcnn/false_positive": 0.12099545167431736, "roi_head/num_bg_samples": 43.75, "roi_head/num_fg_samples": 24.25, "time": 0.7777837458997965, "total_loss": 1.4519046000641538} {"data_time": 0.017377552576363087, "eta_seconds": 3117.6506349630654, "iteration": 265839, "loss_fcos_cls": 0.20576885319314897, "loss_fcos_ctr": 0.6156271481886506, "loss_fcos_loc": 0.16631346521899104, "loss_mask": 0.2545991945080459, "loss_maskiou": 0.004693774131737882, "loss_sem_seg": 0.18198637082241476, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9159605168598051, "mask_rcnn/false_negative": 0.08412355032757664, "mask_rcnn/false_positive": 0.08697041642755474, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.25, "time": 0.7510683024302125, "total_loss": 1.4264793301153986} {"data_time": 0.016889538615942, "eta_seconds": 3102.2199706807733, "iteration": 265859, "loss_fcos_cls": 0.19644320930819958, "loss_fcos_ctr": 0.6183978551998734, "loss_fcos_loc": 0.17284021148225293, "loss_mask": 0.24991057580336928, "loss_maskiou": 0.004939245103741996, "loss_sem_seg": 0.1898263357579708, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931674969516108, "mask_rcnn/false_negative": 0.10814915918957754, "mask_rcnn/false_positive": 0.11402626132761959, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 26.0, "time": 0.7525469195097685, "total_loss": 1.431643345480552} {"data_time": 0.016007703728973866, "eta_seconds": 3088.297549759038, "iteration": 265879, "loss_fcos_cls": 0.20408292429056019, "loss_fcos_ctr": 0.614262081682682, "loss_fcos_loc": 0.16515673999674618, "loss_mask": 0.24292959459125996, "loss_maskiou": 0.004004086174973054, "loss_sem_seg": 0.19474879931658506, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8863847811852014, "mask_rcnn/false_negative": 0.10390306053607026, "mask_rcnn/false_positive": 0.1182955433816895, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 29.0, "time": 0.7494114059954882, "total_loss": 1.454574029725336} {"data_time": 0.015183483250439167, "eta_seconds": 3073.309451968409, "iteration": 265899, "loss_fcos_cls": 0.19734366005286574, "loss_fcos_ctr": 0.6109918663278222, "loss_fcos_loc": 0.1567067614523694, "loss_mask": 0.2447419660165906, "loss_maskiou": 0.00437970578786917, "loss_sem_seg": 0.1884669866412878, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8851896690879741, "mask_rcnn/false_negative": 0.09617008630319701, "mask_rcnn/false_positive": 0.14369764927180584, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 29.5, "time": 0.7545503014698625, "total_loss": 1.4147394813662686} {"data_time": 0.016760575585067272, "eta_seconds": 3057.271118171513, "iteration": 265919, "loss_fcos_cls": 0.18526482896413654, "loss_fcos_ctr": 0.6130936238914728, "loss_fcos_loc": 0.16052691685035825, "loss_mask": 0.246326913125813, "loss_maskiou": 0.004406550397106912, "loss_sem_seg": 0.15990667417645454, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898004737609329, "mask_rcnn/false_negative": 0.09627490540046187, "mask_rcnn/false_positive": 0.13217768981550318, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 32.25, "time": 0.7451723795384169, "total_loss": 1.3565079460531706} {"data_time": 0.01625177450478077, "eta_seconds": 3042.725121024996, "iteration": 265939, "loss_fcos_cls": 0.20098681782837957, "loss_fcos_ctr": 0.6165411733090878, "loss_fcos_loc": 0.1699443398974836, "loss_mask": 0.264190667308867, "loss_maskiou": 0.0044525384528242284, "loss_sem_seg": 0.18462034221738577, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8728069668634004, "mask_rcnn/false_negative": 0.1155789678626859, "mask_rcnn/false_positive": 0.13617419167063155, "roi_head/num_bg_samples": 66.0, "roi_head/num_fg_samples": 31.75, "time": 0.7480144444853067, "total_loss": 1.437026244479057} {"data_time": 0.016324177384376526, "eta_seconds": 3028.345158596523, "iteration": 265959, "loss_fcos_cls": 0.19161946116946638, "loss_fcos_ctr": 0.6099290442653, "loss_fcos_loc": 0.15513156255474314, "loss_mask": 0.24944647308439016, "loss_maskiou": 0.004504039767198265, "loss_sem_seg": 0.17356758029200137, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8824387617950407, "mask_rcnn/false_negative": 0.08974494191540214, "mask_rcnn/false_positive": 0.1529841468062444, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 30.75, "time": 0.7488760910928249, "total_loss": 1.3886216996033909} {"data_time": 0.016848496161401272, "eta_seconds": 3014.022314341739, "iteration": 265979, "loss_fcos_cls": 0.1992253657663241, "loss_fcos_ctr": 0.6188667546957731, "loss_fcos_loc": 0.17094886593986303, "loss_mask": 0.26465331856161356, "loss_maskiou": 0.004454110276128631, "loss_sem_seg": 0.18837999110110104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8852802384690139, "mask_rcnn/false_negative": 0.08772357913390413, "mask_rcnn/false_positive": 0.14931421643838277, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 27.25, "time": 0.7538005048409104, "total_loss": 1.4455191222878057} {"data_time": 0.017142731696367264, "eta_seconds": 2997.7698126621544, "iteration": 265999, "loss_fcos_cls": 0.1922449542907998, "loss_fcos_ctr": 0.6150289606302977, "loss_fcos_loc": 0.1585050391149707, "loss_mask": 0.2543022343888879, "loss_maskiou": 0.004235056781908497, "loss_sem_seg": 0.21062930766493082, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9035262542517006, "mask_rcnn/false_negative": 0.0860760778091463, "mask_rcnn/false_positive": 0.10593986470743476, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 24.25, "time": 0.7422205377370119, "total_loss": 1.4330500996875344} {"data_time": 0.01694486942142248, "eta_seconds": 2984.039500968531, "iteration": 266019, "loss_fcos_cls": 0.19591600191779435, "loss_fcos_ctr": 0.6148825343698263, "loss_fcos_loc": 0.1640696933027357, "loss_mask": 0.255641614086926, "loss_maskiou": 0.005143592818058096, "loss_sem_seg": 0.17120122676715255, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8916379051620649, "mask_rcnn/false_negative": 0.11645645397669882, "mask_rcnn/false_positive": 0.11511996692187879, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.25, "time": 0.7579698488116264, "total_loss": 1.4131616818194743} {"data_time": 0.015392227098345757, "eta_seconds": 2969.6202053735033, "iteration": 266039, "loss_fcos_cls": 0.20666908763814718, "loss_fcos_ctr": 0.6158810178749263, "loss_fcos_loc": 0.17724925104994327, "loss_mask": 0.2550931479781866, "loss_maskiou": 0.004698667638876941, "loss_sem_seg": 0.18730898993089795, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901385851959831, "mask_rcnn/false_negative": 0.09353038510994932, "mask_rcnn/false_positive": 0.13068967445589025, "roi_head/num_bg_samples": 47.0, "roi_head/num_fg_samples": 26.0, "time": 0.7601681035012007, "total_loss": 1.4423456364456797} {"data_time": 0.019450809806585312, "eta_seconds": 2953.4046696433797, "iteration": 266059, "loss_fcos_cls": 0.19699126691557467, "loss_fcos_ctr": 0.6146160801872611, "loss_fcos_loc": 0.1641374691389501, "loss_mask": 0.25690269470214844, "loss_maskiou": 0.004866503535595257, "loss_sem_seg": 0.17856990883592516, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8739161893946119, "mask_rcnn/false_negative": 0.11178629530743983, "mask_rcnn/false_positive": 0.15415106665245137, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 34.25, "time": 0.744953085668385, "total_loss": 1.4217589224354015} {"data_time": 0.015980586409568787, "eta_seconds": 2937.3601414225996, "iteration": 266079, "loss_fcos_cls": 0.19711057003587484, "loss_fcos_ctr": 0.6160159511491656, "loss_fcos_loc": 0.17206864769104868, "loss_mask": 0.2557989154011011, "loss_maskiou": 0.004570988749037497, "loss_sem_seg": 0.1886417840141803, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8883340623389696, "mask_rcnn/false_negative": 0.09822751587741496, "mask_rcnn/false_positive": 0.14081707921408548, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 31.75, "time": 0.7738590911030769, "total_loss": 1.4399568640365032} {"data_time": 0.0166829451918602, "eta_seconds": 2922.7397602107376, "iteration": 266099, "loss_fcos_cls": 0.19233940308913589, "loss_fcos_ctr": 0.6159771392121911, "loss_fcos_loc": 0.16169619571883231, "loss_mask": 0.258788856677711, "loss_maskiou": 0.004892917859251611, "loss_sem_seg": 0.18779738899320364, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8753183944032158, "mask_rcnn/false_negative": 0.09189095153172108, "mask_rcnn/false_positive": 0.13069953324529812, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 30.25, "time": 0.7683605402708054, "total_loss": 1.3915784279815853} {"data_time": 0.01647245418280363, "eta_seconds": 2909.947498871945, "iteration": 266119, "loss_fcos_cls": 0.1961393398232758, "loss_fcos_ctr": 0.6134726768359542, "loss_fcos_loc": 0.16284311516210437, "loss_mask": 0.2557562254369259, "loss_maskiou": 0.004520382091868669, "loss_sem_seg": 0.17010997491888702, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901091892801076, "mask_rcnn/false_negative": 0.10131279248902408, "mask_rcnn/false_positive": 0.11950135669927922, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 31.0, "time": 0.7567023448646069, "total_loss": 1.4087155026354594} {"data_time": 0.015468780882656574, "eta_seconds": 2895.351710770279, "iteration": 266139, "loss_fcos_cls": 0.19459345389623195, "loss_fcos_ctr": 0.6155269127339125, "loss_fcos_loc": 0.1670010735397227, "loss_mask": 0.25039440393447876, "loss_maskiou": 0.003996897525212262, "loss_sem_seg": 0.18855896149761975, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8870089406501236, "mask_rcnn/false_negative": 0.09674305881968667, "mask_rcnn/false_positive": 0.13463535059700493, "roi_head/num_bg_samples": 46.25, "roi_head/num_fg_samples": 29.5, "time": 0.7703527715057135, "total_loss": 1.421614197504823} {"data_time": 0.015647390857338905, "eta_seconds": 2881.280063824728, "iteration": 266159, "loss_fcos_cls": 0.19581832829862833, "loss_fcos_ctr": 0.6145297372713685, "loss_fcos_loc": 0.16521013132296503, "loss_mask": 0.2524815946817398, "loss_maskiou": 0.004613078766851686, "loss_sem_seg": 0.16387615271378309, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9061536316000602, "mask_rcnn/false_negative": 0.0856155903467829, "mask_rcnn/false_positive": 0.11313505108262834, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 26.25, "time": 0.7776187509298325, "total_loss": 1.3974498634270276} {"data_time": 0.016209067776799202, "eta_seconds": 2871.3188274092972, "iteration": 266179, "loss_fcos_cls": 0.20178699656389654, "loss_fcos_ctr": 0.6147785326465964, "loss_fcos_loc": 0.1627678929362446, "loss_mask": 0.2503809779882431, "loss_maskiou": 0.0046065147034823895, "loss_sem_seg": 0.1806775932200253, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8782675587172539, "mask_rcnn/false_negative": 0.1225335776641452, "mask_rcnn/false_positive": 0.12958929556239374, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 35.75, "time": 0.767996178008616, "total_loss": 1.4242672118125483} {"data_time": 0.016070137731730938, "eta_seconds": 2856.710250559263, "iteration": 266199, "loss_fcos_cls": 0.1934378769947216, "loss_fcos_ctr": 0.6152893523685634, "loss_fcos_loc": 0.17430682759732008, "loss_mask": 0.25572640681639314, "loss_maskiou": 0.004486378973524552, "loss_sem_seg": 0.19556042924523354, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8771357501333867, "mask_rcnn/false_negative": 0.10986493995395462, "mask_rcnn/false_positive": 0.14568913046245377, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 22.75, "time": 0.7562246257439256, "total_loss": 1.433282805766794} {"data_time": 0.015927961096167564, "eta_seconds": 2841.6788890725, "iteration": 266219, "loss_fcos_cls": 0.1874237754382193, "loss_fcos_ctr": 0.6156609738245606, "loss_fcos_loc": 0.16230860957875848, "loss_mask": 0.25354360695928335, "loss_maskiou": 0.004469484036235372, "loss_sem_seg": 0.17949114041402936, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899969078540507, "mask_rcnn/false_negative": 0.10185877521064046, "mask_rcnn/false_positive": 0.11265082820951411, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.0, "time": 0.7840994885191321, "total_loss": 1.3961420885461848} {"data_time": 0.01575863268226385, "eta_seconds": 2822.1454213112593, "iteration": 266239, "loss_fcos_cls": 0.19452748727053404, "loss_fcos_ctr": 0.6145815369673073, "loss_fcos_loc": 0.1650837396737188, "loss_mask": 0.23709819000214338, "loss_maskiou": 0.004000245142378844, "loss_sem_seg": 0.16580191859975457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.878783195970696, "mask_rcnn/false_negative": 0.08435059336988399, "mask_rcnn/false_positive": 0.14130396482362828, "roi_head/num_bg_samples": 69.25, "roi_head/num_fg_samples": 25.75, "time": 0.7432154724374413, "total_loss": 1.3975266738052596} {"data_time": 0.015384546481072903, "eta_seconds": 2806.83667688258, "iteration": 266259, "loss_fcos_cls": 0.19185957894660532, "loss_fcos_ctr": 0.6167831248603761, "loss_fcos_loc": 0.16759273782372475, "loss_mask": 0.2500459565781057, "loss_maskiou": 0.003907316437107511, "loss_sem_seg": 0.16133829951286316, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8911348959873804, "mask_rcnn/false_negative": 0.1034982941602969, "mask_rcnn/false_positive": 0.10473861193434024, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 24.5, "time": 0.7505200542509556, "total_loss": 1.4049255007266765} {"data_time": 0.01798038836568594, "eta_seconds": 2793.312659651041, "iteration": 266279, "loss_fcos_cls": 0.199724753620103, "loss_fcos_ctr": 0.6134169874712825, "loss_fcos_loc": 0.15955206041689962, "loss_mask": 0.23539525363594294, "loss_maskiou": 0.00433954441541573, "loss_sem_seg": 0.1697154212743044, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8865109252317707, "mask_rcnn/false_negative": 0.087655704975365, "mask_rcnn/false_positive": 0.12374336602571531, "roi_head/num_bg_samples": 55.0, "roi_head/num_fg_samples": 35.25, "time": 0.750107248313725, "total_loss": 1.3847063712673844} {"data_time": 0.016486414708197117, "eta_seconds": 2781.553443125449, "iteration": 266299, "loss_fcos_cls": 0.19639292336069047, "loss_fcos_ctr": 0.6135614151135087, "loss_fcos_loc": 0.15786038897931576, "loss_mask": 0.23995240684598684, "loss_maskiou": 0.003977851716626901, "loss_sem_seg": 0.18082925747148693, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9074078955906687, "mask_rcnn/false_negative": 0.08555524958757571, "mask_rcnn/false_positive": 0.12085513462754849, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.7562805358320475, "total_loss": 1.3966681035672082} {"data_time": 0.01624819729477167, "eta_seconds": 2766.9644529316574, "iteration": 266319, "loss_fcos_cls": 0.18795398867223412, "loss_fcos_ctr": 0.6131460731849074, "loss_fcos_loc": 0.1619688746286556, "loss_mask": 0.2550018886104226, "loss_maskiou": 0.004278613349015359, "loss_sem_seg": 0.19995204778388143, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8944709652496723, "mask_rcnn/false_negative": 0.09653694982987819, "mask_rcnn/false_positive": 0.10494688701412706, "roi_head/num_bg_samples": 49.75, "roi_head/num_fg_samples": 18.75, "time": 0.7394642485305667, "total_loss": 1.4351469005050603} {"data_time": 0.016456144861876965, "eta_seconds": 2752.4533684663475, "iteration": 266339, "loss_fcos_cls": 0.20143320364877582, "loss_fcos_ctr": 0.6174861947074533, "loss_fcos_loc": 0.17752740427386016, "loss_mask": 0.26024779863655567, "loss_maskiou": 0.004739284064271487, "loss_sem_seg": 0.19418160989880562, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8816231626579203, "mask_rcnn/false_negative": 0.09987755696014053, "mask_rcnn/false_positive": 0.14667100321433657, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 32.5, "time": 0.7690569376572967, "total_loss": 1.458316458404397} {"data_time": 0.015193100087344646, "eta_seconds": 2736.8969228807837, "iteration": 266359, "loss_fcos_cls": 0.20046346820890903, "loss_fcos_ctr": 0.616153925191611, "loss_fcos_loc": 0.17116376524791121, "loss_mask": 0.23939391830936074, "loss_maskiou": 0.003935010074201273, "loss_sem_seg": 0.1748839772772044, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8730473575628799, "mask_rcnn/false_negative": 0.10635965445488102, "mask_rcnn/false_positive": 0.16441149029926702, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7364563019946218, "total_loss": 1.4092207774920098} {"data_time": 0.01795575488358736, "eta_seconds": 2721.427997178398, "iteration": 266379, "loss_fcos_cls": 0.19089588150382042, "loss_fcos_ctr": 0.6144590964540839, "loss_fcos_loc": 0.16793777723796666, "loss_mask": 0.2455883165821433, "loss_maskiou": 0.004124719467654359, "loss_sem_seg": 0.17690864577889442, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933323054496524, "mask_rcnn/false_negative": 0.10115445244002434, "mask_rcnn/false_positive": 0.12178693150070484, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.5, "time": 0.76008156593889, "total_loss": 1.3957115478042397} {"data_time": 0.015276426449418068, "eta_seconds": 2708.768786303699, "iteration": 266399, "loss_fcos_cls": 0.2005432469304651, "loss_fcos_ctr": 0.612267104908824, "loss_fcos_loc": 0.16183340921998024, "loss_mask": 0.25356890773400664, "loss_maskiou": 0.0042246105294907466, "loss_sem_seg": 0.1720705496845767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8887132618852138, "mask_rcnn/false_negative": 0.09612851419699564, "mask_rcnn/false_positive": 0.12243544706556259, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.0, "time": 0.7543433392420411, "total_loss": 1.3964318850485142} {"data_time": 0.01461288332939148, "eta_seconds": 2696.2364784786478, "iteration": 266419, "loss_fcos_cls": 0.19668228540103883, "loss_fcos_ctr": 0.6164751648902893, "loss_fcos_loc": 0.1688578501343727, "loss_mask": 0.2514372142031789, "loss_maskiou": 0.004284687252948061, "loss_sem_seg": 0.18882647366262972, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8897786650892241, "mask_rcnn/false_negative": 0.08319022418046318, "mask_rcnn/false_positive": 0.1437266405285133, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 28.0, "time": 0.7620091391727328, "total_loss": 1.4595124026964186} {"data_time": 0.01664542779326439, "eta_seconds": 2681.8349907221273, "iteration": 266439, "loss_fcos_cls": 0.19625649345107377, "loss_fcos_ctr": 0.6168743651360273, "loss_fcos_loc": 0.16571926849428564, "loss_mask": 0.24917102232575417, "loss_maskiou": 0.004522716557403328, "loss_sem_seg": 0.19022068474441767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8839392006802721, "mask_rcnn/false_negative": 0.11103535464409804, "mask_rcnn/false_positive": 0.13452567983836433, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 29.25, "time": 0.7509987372905016, "total_loss": 1.431013848476141} {"data_time": 0.015399076044559479, "eta_seconds": 2666.3838152708486, "iteration": 266459, "loss_fcos_cls": 0.20228567463345826, "loss_fcos_ctr": 0.6178508205339313, "loss_fcos_loc": 0.16981935990042984, "loss_mask": 0.2554783346131444, "loss_maskiou": 0.00420555781602161, "loss_sem_seg": 0.17380158707965165, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9112277603349032, "mask_rcnn/false_negative": 0.09724281995604168, "mask_rcnn/false_positive": 0.09938179903751752, "roi_head/num_bg_samples": 43.5, "roi_head/num_fg_samples": 23.5, "time": 0.7482780506834388, "total_loss": 1.4353124964509334} {"data_time": 0.014434638433158398, "eta_seconds": 2648.8754772599787, "iteration": 266479, "loss_fcos_cls": 0.18939651123946533, "loss_fcos_ctr": 0.6132805533707142, "loss_fcos_loc": 0.16676484348136, "loss_mask": 0.25660450756549835, "loss_maskiou": 0.004617134851287119, "loss_sem_seg": 0.17215373530052602, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.871843226537927, "mask_rcnn/false_negative": 0.10549734626006779, "mask_rcnn/false_positive": 0.15392317835052594, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 27.0, "time": 0.747594565153122, "total_loss": 1.4172934518719558} {"data_time": 0.016553845256567, "eta_seconds": 2636.4318108502775, "iteration": 266499, "loss_fcos_cls": 0.19639034022111446, "loss_fcos_ctr": 0.6165436338633299, "loss_fcos_loc": 0.17197709809988737, "loss_mask": 0.2543160589411855, "loss_maskiou": 0.004666209431889001, "loss_sem_seg": 0.17962405132129788, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970352149480483, "mask_rcnn/false_negative": 0.09269629969632327, "mask_rcnn/false_positive": 0.128105992005724, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 26.75, "time": 0.7617288203909993, "total_loss": 1.4351035049112397} {"data_time": 0.01768360659480095, "eta_seconds": 2621.370789365843, "iteration": 266519, "loss_fcos_cls": 0.1913486811099574, "loss_fcos_ctr": 0.6126367170363665, "loss_fcos_loc": 0.159608667017892, "loss_mask": 0.2294587274082005, "loss_maskiou": 0.004182768643659074, "loss_sem_seg": 0.17437334824353456, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.901512817205534, "mask_rcnn/false_negative": 0.09063309075831352, "mask_rcnn/false_positive": 0.1288366225232625, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 25.75, "time": 0.7511131512001157, "total_loss": 1.3860519199370174} {"data_time": 0.015058438293635845, "eta_seconds": 2606.8031079769135, "iteration": 266539, "loss_fcos_cls": 0.18995898542925715, "loss_fcos_ctr": 0.6152917677536607, "loss_fcos_loc": 0.17174119601259008, "loss_mask": 0.25256752595305443, "loss_maskiou": 0.004300397966289893, "loss_sem_seg": 0.17027950618648902, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8819454567541303, "mask_rcnn/false_negative": 0.08363587073546352, "mask_rcnn/false_positive": 0.13561404645205322, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 30.75, "time": 0.7680440051481128, "total_loss": 1.428258819549228} {"data_time": 0.017639299854636192, "eta_seconds": 2591.8874425208196, "iteration": 266559, "loss_fcos_cls": 0.1931022728094831, "loss_fcos_ctr": 0.615072968415916, "loss_fcos_loc": 0.16216293920297176, "loss_mask": 0.26260014437139034, "loss_maskiou": 0.004742240249470342, "loss_sem_seg": 0.1842333988752216, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8767242473912642, "mask_rcnn/false_negative": 0.0997494825384361, "mask_rcnn/false_positive": 0.14669142857941386, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 27.75, "time": 0.7439371915534139, "total_loss": 1.437098699301714} {"data_time": 0.01701195538043976, "eta_seconds": 2576.675363302231, "iteration": 266579, "loss_fcos_cls": 0.19346824893727899, "loss_fcos_ctr": 0.6138669275678694, "loss_fcos_loc": 0.16684133384842426, "loss_mask": 0.25879125017672777, "loss_maskiou": 0.004747927559947129, "loss_sem_seg": 0.18683749018236995, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8750275987588019, "mask_rcnn/false_negative": 0.09801383723727927, "mask_rcnn/false_positive": 0.14746931602979213, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 24.5, "time": 0.7448507295921445, "total_loss": 1.395530812893412} {"data_time": 0.017197036184370518, "eta_seconds": 2561.6114909648895, "iteration": 266599, "loss_fcos_cls": 0.18584619427565485, "loss_fcos_ctr": 0.6142990868538618, "loss_fcos_loc": 0.16419849579688162, "loss_mask": 0.2510707564651966, "loss_maskiou": 0.004194065732008312, "loss_sem_seg": 0.1779205820057541, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.874651203073822, "mask_rcnn/false_negative": 0.09528273703708502, "mask_rcnn/false_positive": 0.1255406429390797, "roi_head/num_bg_samples": 65.5, "roi_head/num_fg_samples": 24.5, "time": 0.7556543275713921, "total_loss": 1.3772723511356162} {"data_time": 0.016725799068808556, "eta_seconds": 2545.860310804099, "iteration": 266619, "loss_fcos_cls": 0.19874766375869513, "loss_fcos_ctr": 0.6154213165864348, "loss_fcos_loc": 0.1629447046725545, "loss_mask": 0.24385780561715364, "loss_maskiou": 0.004225836286423146, "loss_sem_seg": 0.17940258677117527, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9055358581138726, "mask_rcnn/false_negative": 0.08390022131096174, "mask_rcnn/false_positive": 0.12115319101975405, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.75, "time": 0.7359820054844022, "total_loss": 1.404949509051221} {"data_time": 0.01600269041955471, "eta_seconds": 2531.0046604592353, "iteration": 266639, "loss_fcos_cls": 0.20057223597541451, "loss_fcos_ctr": 0.6141851898282766, "loss_fcos_loc": 0.16307081724517047, "loss_mask": 0.25603816006332636, "loss_maskiou": 0.004282990274077747, "loss_sem_seg": 0.19282678479794413, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9050672352274243, "mask_rcnn/false_negative": 0.0878899538501735, "mask_rcnn/false_positive": 0.10739773979004882, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 33.25, "time": 0.7570636682212353, "total_loss": 1.4185764099820517} {"data_time": 0.017580226995050907, "eta_seconds": 2516.1501555750147, "iteration": 266659, "loss_fcos_cls": 0.19857726152986288, "loss_fcos_ctr": 0.6118674725294113, "loss_fcos_loc": 0.16185152722755447, "loss_mask": 0.2545789033174515, "loss_maskiou": 0.004831039230339229, "loss_sem_seg": 0.17312598880380392, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9033114028083846, "mask_rcnn/false_negative": 0.08889228360492407, "mask_rcnn/false_positive": 0.10517288333043887, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 25.0, "time": 0.7601939281448722, "total_loss": 1.3919582909875317} {"data_time": 0.015116327442228794, "eta_seconds": 2501.211373477243, "iteration": 266679, "loss_fcos_cls": 0.20038519008085132, "loss_fcos_ctr": 0.6132514243945479, "loss_fcos_loc": 0.16465845156926662, "loss_mask": 0.24436787702143192, "loss_maskiou": 0.004275895822502207, "loss_sem_seg": 0.18839956680312753, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8910561851322808, "mask_rcnn/false_negative": 0.10617472708413023, "mask_rcnn/false_positive": 0.12136142743752378, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 32.25, "time": 0.7444493109360337, "total_loss": 1.4244360766315367} {"data_time": 0.016479862853884697, "eta_seconds": 2486.447664052248, "iteration": 266699, "loss_fcos_cls": 0.18600044841878116, "loss_fcos_ctr": 0.6166893290355802, "loss_fcos_loc": 0.1713011780520901, "loss_mask": 0.2513634776696563, "loss_maskiou": 0.004154670910793357, "loss_sem_seg": 0.1603998434729874, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8872346370878228, "mask_rcnn/false_negative": 0.09531472614950459, "mask_rcnn/false_positive": 0.12494073765236491, "roi_head/num_bg_samples": 51.25, "roi_head/num_fg_samples": 26.5, "time": 0.7669646497815847, "total_loss": 1.420825043660443} {"data_time": 0.01902378350496292, "eta_seconds": 2471.8214234784245, "iteration": 266719, "loss_fcos_cls": 0.20195944485021755, "loss_fcos_ctr": 0.618079761043191, "loss_fcos_loc": 0.1661929450929165, "loss_mask": 0.25390565302222967, "loss_maskiou": 0.0051716653688345104, "loss_sem_seg": 0.18573546363040805, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.87215227488845, "mask_rcnn/false_negative": 0.09383174445188064, "mask_rcnn/false_positive": 0.14997181086972863, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 31.25, "time": 0.7562631387263536, "total_loss": 1.4369307563611073} {"data_time": 0.0152580002322793, "eta_seconds": 2456.7539353743196, "iteration": 266739, "loss_fcos_cls": 0.1852694753324613, "loss_fcos_ctr": 0.6129330527037382, "loss_fcos_loc": 0.1589958691620268, "loss_mask": 0.23594469670206308, "loss_maskiou": 0.0037130347154743504, "loss_sem_seg": 0.19780581118538976, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9019459122934887, "mask_rcnn/false_negative": 0.08692150620467824, "mask_rcnn/false_positive": 0.13456698746670714, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.5, "time": 0.7440888872370124, "total_loss": 1.3991465976396285} {"data_time": 0.015804605558514595, "eta_seconds": 2443.252054614015, "iteration": 266759, "loss_fcos_cls": 0.19102157032466494, "loss_fcos_ctr": 0.6171485232189298, "loss_fcos_loc": 0.17299179662950337, "loss_mask": 0.2511128317564726, "loss_maskiou": 0.0043118712565046735, "loss_sem_seg": 0.18647491093724966, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8805395704793546, "mask_rcnn/false_negative": 0.09996078629229757, "mask_rcnn/false_positive": 0.13461545431030986, "roi_head/num_bg_samples": 67.75, "roi_head/num_fg_samples": 32.25, "time": 0.7696759244427085, "total_loss": 1.4031151802264503} {"data_time": 0.016000567004084587, "eta_seconds": 2426.9556645965204, "iteration": 266779, "loss_fcos_cls": 0.18863303354009986, "loss_fcos_ctr": 0.615958814509213, "loss_fcos_loc": 0.16613526293076575, "loss_mask": 0.24108026642352343, "loss_maskiou": 0.003722189176187385, "loss_sem_seg": 0.19065148395020515, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.894420953312832, "mask_rcnn/false_negative": 0.10390753405937081, "mask_rcnn/false_positive": 0.10056835733638772, "roi_head/num_bg_samples": 52.0, "roi_head/num_fg_samples": 32.75, "time": 0.7343869917094707, "total_loss": 1.4160669317425345} {"data_time": 0.01630609855055809, "eta_seconds": 2412.2746566245332, "iteration": 266799, "loss_fcos_cls": 0.2025280996458605, "loss_fcos_ctr": 0.6116330837830901, "loss_fcos_loc": 0.16480556677561253, "loss_mask": 0.24527628626674414, "loss_maskiou": 0.004328558439738117, "loss_sem_seg": 0.16472438303753734, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8978251538710722, "mask_rcnn/false_negative": 0.10025450965606711, "mask_rcnn/false_positive": 0.10489727666612739, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.0, "time": 0.7569463746622205, "total_loss": 1.4243483158570598} {"data_time": 0.01723708864301443, "eta_seconds": 2395.7703640563414, "iteration": 266819, "loss_fcos_cls": 0.1997047238983214, "loss_fcos_ctr": 0.6150501379743218, "loss_fcos_loc": 0.1695605053100735, "loss_mask": 0.24466162594035268, "loss_maskiou": 0.004369008216599468, "loss_sem_seg": 0.18755770701682195, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.907700433952248, "mask_rcnn/false_negative": 0.07375286317913332, "mask_rcnn/false_positive": 0.10575830646643194, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 27.25, "time": 0.7454576231539249, "total_loss": 1.4228988970353385} {"data_time": 0.01936262473464012, "eta_seconds": 2381.3558061355725, "iteration": 266839, "loss_fcos_cls": 0.199292354285717, "loss_fcos_ctr": 0.6146996775642037, "loss_fcos_loc": 0.16196257073897868, "loss_mask": 0.25042687077075243, "loss_maskiou": 0.004318173763749655, "loss_sem_seg": 0.17971015931107104, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8741012233951417, "mask_rcnn/false_negative": 0.09450445762472745, "mask_rcnn/false_positive": 0.16092270101574532, "roi_head/num_bg_samples": 56.75, "roi_head/num_fg_samples": 27.75, "time": 0.757401711307466, "total_loss": 1.4091111689194804} {"data_time": 0.015158860944211483, "eta_seconds": 2366.677349424921, "iteration": 266859, "loss_fcos_cls": 0.2021201264578849, "loss_fcos_ctr": 0.6131436377763748, "loss_fcos_loc": 0.16347708355169743, "loss_mask": 0.23601090954616666, "loss_maskiou": 0.004675760141253704, "loss_sem_seg": 0.18473196192644536, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899641963715441, "mask_rcnn/false_negative": 0.10319499619463068, "mask_rcnn/false_positive": 0.12235847128846737, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 33.0, "time": 0.7551816441118717, "total_loss": 1.3964630734117236} {"data_time": 0.017549208365380764, "eta_seconds": 2351.607770632021, "iteration": 266879, "loss_fcos_cls": 0.18965121544897556, "loss_fcos_ctr": 0.6143681178800762, "loss_fcos_loc": 0.16574910329654813, "loss_mask": 0.24716635514050722, "loss_maskiou": 0.004452756113551004, "loss_sem_seg": 0.17234561825171113, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8688983405862345, "mask_rcnn/false_negative": 0.10345973120670769, "mask_rcnn/false_positive": 0.1604067142885917, "roi_head/num_bg_samples": 63.5, "roi_head/num_fg_samples": 31.75, "time": 0.7299100430682302, "total_loss": 1.400136076274066} {"data_time": 0.01690827962011099, "eta_seconds": 2335.2113811615855, "iteration": 266899, "loss_fcos_cls": 0.21121784183196723, "loss_fcos_ctr": 0.6147762034088373, "loss_fcos_loc": 0.1732078013010323, "loss_mask": 0.23528854735195637, "loss_maskiou": 0.003786546098126564, "loss_sem_seg": 0.16973757580854, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867181846142713, "mask_rcnn/false_negative": 0.10550574269447022, "mask_rcnn/false_positive": 0.13431477052754606, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 28.0, "time": 0.7329026171937585, "total_loss": 1.3899355790927075} {"data_time": 0.01603203173726797, "eta_seconds": 2320.7347024977207, "iteration": 266919, "loss_fcos_cls": 0.19823006843216717, "loss_fcos_ctr": 0.6150908647105098, "loss_fcos_loc": 0.1629361726809293, "loss_mask": 0.25476269144564867, "loss_maskiou": 0.0048356979168602265, "loss_sem_seg": 0.20531213888898492, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8849011337362778, "mask_rcnn/false_negative": 0.10047246444863549, "mask_rcnn/false_positive": 0.13155370368261765, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 26.0, "time": 0.7497200155630708, "total_loss": 1.4444914199557388} {"data_time": 0.01476496085524559, "eta_seconds": 2306.1208609985188, "iteration": 266939, "loss_fcos_cls": 0.2011260149301961, "loss_fcos_ctr": 0.6136899436824024, "loss_fcos_loc": 0.16709262086078525, "loss_mask": 0.24449825752526522, "loss_maskiou": 0.004152153094764799, "loss_sem_seg": 0.20003901235759258, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8899152986024341, "mask_rcnn/false_negative": 0.10552331663508613, "mask_rcnn/false_positive": 0.11892861790406756, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 34.0, "time": 0.7565629929304123, "total_loss": 1.4098955773515627} {"data_time": 0.015863504260778427, "eta_seconds": 2291.8871854795143, "iteration": 266959, "loss_fcos_cls": 0.20078884228132665, "loss_fcos_ctr": 0.6158687956631184, "loss_fcos_loc": 0.16335000155959278, "loss_mask": 0.2559142978861928, "loss_maskiou": 0.0042474454385228455, "loss_sem_seg": 0.18011164851486683, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867275348282128, "mask_rcnn/false_negative": 0.08817866748178549, "mask_rcnn/false_positive": 0.146136625061283, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 31.5, "time": 0.7603734005242586, "total_loss": 1.4263386968377745} {"data_time": 0.015889972448349, "eta_seconds": 2277.1806675978005, "iteration": 266979, "loss_fcos_cls": 0.19762036635074764, "loss_fcos_ctr": 0.6168246064335108, "loss_fcos_loc": 0.1772352757398039, "loss_mask": 0.2575563546270132, "loss_maskiou": 0.004557678181299707, "loss_sem_seg": 0.19755654130131006, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8844791633398273, "mask_rcnn/false_negative": 0.09794203443922332, "mask_rcnn/false_positive": 0.13593757636260675, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 28.0, "time": 0.7569500403478742, "total_loss": 1.4384015512041515} {"data_time": 0.015504605136811733, "eta_seconds": 2262.8165238592774, "iteration": 266999, "loss_fcos_cls": 0.1852333273855038, "loss_fcos_ctr": 0.6140734003856778, "loss_fcos_loc": 0.16136801504762843, "loss_mask": 0.2514619156718254, "loss_maskiou": 0.004428762989050483, "loss_sem_seg": 0.1855432790471241, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8797674730269467, "mask_rcnn/false_negative": 0.09237018109972955, "mask_rcnn/false_positive": 0.1297158280154828, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 28.5, "time": 0.7672920599579811, "total_loss": 1.4190559340386244} {"data_time": 0.0162430377677083, "eta_seconds": 2247.1247552894056, "iteration": 267019, "loss_fcos_cls": 0.19105543033219874, "loss_fcos_ctr": 0.6119163306429982, "loss_fcos_loc": 0.16201016341801733, "loss_mask": 0.24779475899413228, "loss_maskiou": 0.0046840594804962166, "loss_sem_seg": 0.17172333714552224, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9135964481946625, "mask_rcnn/false_negative": 0.07613555130021805, "mask_rcnn/false_positive": 0.10269415571731609, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 26.25, "time": 0.7513853274285793, "total_loss": 1.390276674665074} {"data_time": 0.01826606970280409, "eta_seconds": 2231.136343281716, "iteration": 267039, "loss_fcos_cls": 0.2019175668247044, "loss_fcos_ctr": 0.615608851891011, "loss_fcos_loc": 0.17109617730602622, "loss_mask": 0.25221771746873856, "loss_maskiou": 0.004403269631438889, "loss_sem_seg": 0.19464419269934297, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9017090318270164, "mask_rcnn/false_negative": 0.10198463157232439, "mask_rcnn/false_positive": 0.10076752009049819, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 27.25, "time": 0.7293307613581419, "total_loss": 1.4395451995405892} {"data_time": 0.016536103561520576, "eta_seconds": 2216.1061841528863, "iteration": 267059, "loss_fcos_cls": 0.18789580999873579, "loss_fcos_ctr": 0.6131842527538538, "loss_fcos_loc": 0.16856340621598065, "loss_mask": 0.2465476249344647, "loss_maskiou": 0.003962046414017095, "loss_sem_seg": 0.18939887452870607, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8820211824567226, "mask_rcnn/false_negative": 0.10163014051274019, "mask_rcnn/false_positive": 0.13589328989502106, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 32.75, "time": 0.7396152094006538, "total_loss": 1.4221779201034224} {"data_time": 0.01612094324082136, "eta_seconds": 2199.807271813974, "iteration": 267079, "loss_fcos_cls": 0.20750963618047535, "loss_fcos_ctr": 0.6147903939709067, "loss_fcos_loc": 0.1705549566540867, "loss_mask": 0.2521993229165673, "loss_maskiou": 0.004324887129769195, "loss_sem_seg": 0.16307301417691633, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9061537569573284, "mask_rcnn/false_negative": 0.08296322565439221, "mask_rcnn/false_positive": 0.11283695454118678, "roi_head/num_bg_samples": 56.25, "roi_head/num_fg_samples": 25.25, "time": 0.7343964781612158, "total_loss": 1.4141148300186615} {"data_time": 0.016075890511274338, "eta_seconds": 2184.745256943628, "iteration": 267099, "loss_fcos_cls": 0.19264052773360163, "loss_fcos_ctr": 0.6165591441094875, "loss_fcos_loc": 0.1650419512297958, "loss_mask": 0.2520201914012432, "loss_maskiou": 0.004235479045746615, "loss_sem_seg": 0.18846952728927135, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810487500562587, "mask_rcnn/false_negative": 0.10878254878219677, "mask_rcnn/false_positive": 0.139941289391962, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 27.25, "time": 0.7594494866207242, "total_loss": 1.4351573038948118} {"data_time": 0.015706333331763744, "eta_seconds": 2169.4023950910196, "iteration": 267119, "loss_fcos_cls": 0.1953727988875471, "loss_fcos_ctr": 0.6134884613566101, "loss_fcos_loc": 0.16397089301608503, "loss_mask": 0.24734180327504873, "loss_maskiou": 0.004516730798059143, "loss_sem_seg": 0.15926897525787354, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8796877471919, "mask_rcnn/false_negative": 0.10512974285400156, "mask_rcnn/false_positive": 0.13447283932117726, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 33.0, "time": 0.748285667039454, "total_loss": 1.389882574272633} {"data_time": 0.016731686890125275, "eta_seconds": 2154.220796062611, "iteration": 267139, "loss_fcos_cls": 0.1889845608966425, "loss_fcos_ctr": 0.6143323676660657, "loss_fcos_loc": 0.1726444975938648, "loss_mask": 0.2550020245835185, "loss_maskiou": 0.004561144844046794, "loss_sem_seg": 0.18337623041588813, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8885160598330241, "mask_rcnn/false_negative": 0.09396567375949763, "mask_rcnn/false_positive": 0.11969925842971582, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.25, "time": 0.7558998977765441, "total_loss": 1.4196143796725664} {"data_time": 0.016391901299357414, "eta_seconds": 2139.161580431275, "iteration": 267159, "loss_fcos_cls": 0.19314784626476467, "loss_fcos_ctr": 0.615288988687098, "loss_fcos_loc": 0.16543694748543203, "loss_mask": 0.2547951638698578, "loss_maskiou": 0.004186171696346719, "loss_sem_seg": 0.194510986097157, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8675900309074283, "mask_rcnn/false_negative": 0.11547922195463825, "mask_rcnn/false_positive": 0.138888709373094, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 40.75, "time": 0.7770741228014231, "total_loss": 1.4351522051183565} {"data_time": 0.016049833968281746, "eta_seconds": 2122.0375373391435, "iteration": 267179, "loss_fcos_cls": 0.1919353746343404, "loss_fcos_ctr": 0.6122108409181237, "loss_fcos_loc": 0.16173796879593283, "loss_mask": 0.23460345342755318, "loss_maskiou": 0.004384575633594068, "loss_sem_seg": 0.16005749348551035, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8820627947814537, "mask_rcnn/false_negative": 0.09804769115885308, "mask_rcnn/false_positive": 0.13265466538324822, "roi_head/num_bg_samples": 51.5, "roi_head/num_fg_samples": 33.5, "time": 0.755634244531393, "total_loss": 1.3739424377663454} {"data_time": 0.015863479115068913, "eta_seconds": 2106.6132191456854, "iteration": 267199, "loss_fcos_cls": 0.18890046208980493, "loss_fcos_ctr": 0.6144767859950662, "loss_fcos_loc": 0.16539364063646644, "loss_mask": 0.24771862709894776, "loss_maskiou": 0.004498916270677, "loss_sem_seg": 0.18172940472140908, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8944011815252417, "mask_rcnn/false_negative": 0.08223751424047315, "mask_rcnn/false_positive": 0.12639026175949833, "roi_head/num_bg_samples": 42.5, "roi_head/num_fg_samples": 23.25, "time": 0.7533524390310049, "total_loss": 1.3986378873232752} {"data_time": 0.017634056508541107, "eta_seconds": 2090.661409012042, "iteration": 267219, "loss_fcos_cls": 0.19435194949619472, "loss_fcos_ctr": 0.6136410580947995, "loss_fcos_loc": 0.16536335065029562, "loss_mask": 0.2562332176603377, "loss_maskiou": 0.004387341577967163, "loss_sem_seg": 0.16888256510719657, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8983697645724956, "mask_rcnn/false_negative": 0.08709698696788752, "mask_rcnn/false_positive": 0.1338991072427181, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 29.0, "time": 0.7388571612536907, "total_loss": 1.4085826039772655} {"data_time": 0.01477419026196003, "eta_seconds": 2075.626087839715, "iteration": 267239, "loss_fcos_cls": 0.20634213590528816, "loss_fcos_ctr": 0.6155334175564349, "loss_fcos_loc": 0.17694436246529222, "loss_mask": 0.2526804031804204, "loss_maskiou": 0.004171158972894773, "loss_sem_seg": 0.19422854389995337, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8721370812475934, "mask_rcnn/false_negative": 0.10403360224245997, "mask_rcnn/false_positive": 0.14912974276609142, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 27.0, "time": 0.7279613744467497, "total_loss": 1.435149688502861} {"data_time": 0.015253358520567417, "eta_seconds": 2060.5907666673884, "iteration": 267259, "loss_fcos_cls": 0.1861460218206048, "loss_fcos_ctr": 0.6136455060914159, "loss_fcos_loc": 0.1614319710060954, "loss_mask": 0.2465569581836462, "loss_maskiou": 0.004485809549805708, "loss_sem_seg": 0.15975859807804227, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9074403198779513, "mask_rcnn/false_negative": 0.07992856094678807, "mask_rcnn/false_positive": 0.10098160609341225, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 24.0, "time": 0.745544477365911, "total_loss": 1.3798160232581722} {"data_time": 0.017275343649089336, "eta_seconds": 2044.786768228747, "iteration": 267279, "loss_fcos_cls": 0.18682493263622746, "loss_fcos_ctr": 0.6154097188264132, "loss_fcos_loc": 0.16981528501491994, "loss_mask": 0.2478471784852445, "loss_maskiou": 0.004377451659820508, "loss_sem_seg": 0.1888075559400022, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8941614239680835, "mask_rcnn/false_negative": 0.07994957081022655, "mask_rcnn/false_positive": 0.13822310911161068, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 25.25, "time": 0.7352790851145983, "total_loss": 1.4019012684366317} {"data_time": 0.015286250039935112, "eta_seconds": 2029.0920032477006, "iteration": 267299, "loss_fcos_cls": 0.1830041114008054, "loss_fcos_ctr": 0.6151884756982327, "loss_fcos_loc": 0.1623280660714954, "loss_mask": 0.24519761558622122, "loss_maskiou": 0.004210498605971225, "loss_sem_seg": 0.19433158007450402, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8879123263888888, "mask_rcnn/false_negative": 0.125947978170226, "mask_rcnn/false_positive": 0.08866835637142848, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 23.75, "time": 0.7241776967421174, "total_loss": 1.3982720052663353} {"data_time": 0.02047204039990902, "eta_seconds": 2015.484803150408, "iteration": 267319, "loss_fcos_cls": 0.1901337483432144, "loss_fcos_ctr": 0.6153901810757816, "loss_fcos_loc": 0.16474440321326256, "loss_mask": 0.2572577577084303, "loss_maskiou": 0.004756295376864728, "loss_sem_seg": 0.17029028292745352, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8840838854198396, "mask_rcnn/false_negative": 0.08976601155145089, "mask_rcnn/false_positive": 0.12184950775594575, "roi_head/num_bg_samples": 62.5, "roi_head/num_fg_samples": 28.0, "time": 0.7615179168060422, "total_loss": 1.4178839552550926} {"data_time": 0.01788209192454815, "eta_seconds": 1999.729679404758, "iteration": 267339, "loss_fcos_cls": 0.19202934252098203, "loss_fcos_ctr": 0.6165095949545503, "loss_fcos_loc": 0.17160864701145329, "loss_mask": 0.2593065407127142, "loss_maskiou": 0.004848881231737323, "loss_sem_seg": 0.18679017026443034, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8847227743911417, "mask_rcnn/false_negative": 0.1055031962726032, "mask_rcnn/false_positive": 0.10765205868719643, "roi_head/num_bg_samples": 62.0, "roi_head/num_fg_samples": 32.75, "time": 0.7554013868793845, "total_loss": 1.4319602003815817} {"data_time": 0.014767462387681007, "eta_seconds": 1984.6997682480142, "iteration": 267359, "loss_fcos_cls": 0.19358761608600616, "loss_fcos_ctr": 0.6158043164759874, "loss_fcos_loc": 0.16479891818016768, "loss_mask": 0.2598824203014374, "loss_maskiou": 0.004544214527413715, "loss_sem_seg": 0.19016526080667973, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8817695228776442, "mask_rcnn/false_negative": 0.10403964961044493, "mask_rcnn/false_positive": 0.14399565770007894, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 31.0, "time": 0.7469255961477757, "total_loss": 1.4096073081818759} {"data_time": 0.016091080382466316, "eta_seconds": 1969.6698570912704, "iteration": 267379, "loss_fcos_cls": 0.2084432956762612, "loss_fcos_ctr": 0.61570577416569, "loss_fcos_loc": 0.1667861754540354, "loss_mask": 0.2695402465760708, "loss_maskiou": 0.00477156641863985, "loss_sem_seg": 0.18866236857138574, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8859944490992877, "mask_rcnn/false_negative": 0.10997771823658545, "mask_rcnn/false_positive": 0.1269788000216097, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 32.0, "time": 0.7759485002607107, "total_loss": 1.45425406886352} {"data_time": 0.014400572516024113, "eta_seconds": 1954.6399459345266, "iteration": 267399, "loss_fcos_cls": 0.20958138769492507, "loss_fcos_ctr": 0.614143940154463, "loss_fcos_loc": 0.17248331708833575, "loss_mask": 0.24794895015656948, "loss_maskiou": 0.004438841577211861, "loss_sem_seg": 0.16281337826512754, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8663624729565641, "mask_rcnn/false_negative": 0.10665631836462261, "mask_rcnn/false_positive": 0.14264476056783082, "roi_head/num_bg_samples": 64.0, "roi_head/num_fg_samples": 35.75, "time": 0.7665798356756568, "total_loss": 1.4179886303900275} {"data_time": 0.017387567088007927, "eta_seconds": 1939.4010268710554, "iteration": 267419, "loss_fcos_cls": 0.19118189718574286, "loss_fcos_ctr": 0.612742758821696, "loss_fcos_loc": 0.15771209669765085, "loss_mask": 0.2497278954833746, "loss_maskiou": 0.004447751238330966, "loss_sem_seg": 0.17759249405935407, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9027493086698372, "mask_rcnn/false_negative": 0.08759328167045076, "mask_rcnn/false_positive": 0.12471714636618281, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 30.25, "time": 0.7358938595280051, "total_loss": 1.3931140548920666} {"data_time": 0.01586942933499813, "eta_seconds": 1924.2286098310724, "iteration": 267439, "loss_fcos_cls": 0.1922285708715208, "loss_fcos_ctr": 0.6155178314074874, "loss_fcos_loc": 0.16894875769503415, "loss_mask": 0.24608763633295894, "loss_maskiou": 0.004535860436590156, "loss_sem_seg": 0.16584372916258872, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8919358574797843, "mask_rcnn/false_negative": 0.08300224754226314, "mask_rcnn/false_positive": 0.12757769593900223, "roi_head/num_bg_samples": 54.5, "roi_head/num_fg_samples": 29.5, "time": 0.7395330695435405, "total_loss": 1.4203265660453326} {"data_time": 0.016135351732373238, "eta_seconds": 1909.3444437347353, "iteration": 267459, "loss_fcos_cls": 0.19856555224396288, "loss_fcos_ctr": 0.6135951327160001, "loss_fcos_loc": 0.16535153531003743, "loss_mask": 0.2627601586282253, "loss_maskiou": 0.0045396395871648565, "loss_sem_seg": 0.17704846849665046, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8849452717133365, "mask_rcnn/false_negative": 0.09971925114330565, "mask_rcnn/false_positive": 0.10664198608083963, "roi_head/num_bg_samples": 52.5, "roi_head/num_fg_samples": 23.0, "time": 0.7503990549594164, "total_loss": 1.4214446646728902} {"data_time": 0.01763932593166828, "eta_seconds": 1894.4022530429065, "iteration": 267479, "loss_fcos_cls": 0.20019093016162515, "loss_fcos_ctr": 0.6160471388138831, "loss_fcos_loc": 0.17042970040347427, "loss_mask": 0.2637910828925669, "loss_maskiou": 0.0046335245642694645, "loss_sem_seg": 0.20310376910492778, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8818449468828627, "mask_rcnn/false_negative": 0.09416126378718401, "mask_rcnn/false_positive": 0.14095112308718816, "roi_head/num_bg_samples": 49.25, "roi_head/num_fg_samples": 27.75, "time": 0.7553737629204988, "total_loss": 1.4449736904425663} {"data_time": 0.01579076610505581, "eta_seconds": 1878.8445391049609, "iteration": 267499, "loss_fcos_cls": 0.1936923376051709, "loss_fcos_ctr": 0.6158173969015479, "loss_fcos_loc": 0.16473257029429078, "loss_mask": 0.2455069227144122, "loss_maskiou": 0.004167696548392996, "loss_sem_seg": 0.17041611671447754, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8786144309321902, "mask_rcnn/false_negative": 0.10028839419446836, "mask_rcnn/false_positive": 0.13257047442611622, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 25.75, "time": 0.7628039009869099, "total_loss": 1.4168217252918112} {"data_time": 0.017603345215320587, "eta_seconds": 1862.6365632992238, "iteration": 267519, "loss_fcos_cls": 0.19309258181601763, "loss_fcos_ctr": 0.6157989357598126, "loss_fcos_loc": 0.17414758208906278, "loss_mask": 0.2548061548732221, "loss_maskiou": 0.004917057456623297, "loss_sem_seg": 0.16721240850165486, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8676556191582324, "mask_rcnn/false_negative": 0.10408276543096576, "mask_rcnn/false_positive": 0.1549103135350886, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 35.0, "time": 0.7471827659755945, "total_loss": 1.420911140019598} {"data_time": 0.01680260431021452, "eta_seconds": 1847.254202157259, "iteration": 267539, "loss_fcos_cls": 0.1930507296929136, "loss_fcos_ctr": 0.6164882835000753, "loss_fcos_loc": 0.16613200888969004, "loss_mask": 0.2641885280609131, "loss_maskiou": 0.004439740747329779, "loss_sem_seg": 0.18017869186587632, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8755765407442765, "mask_rcnn/false_negative": 0.09798605026595097, "mask_rcnn/false_positive": 0.12646617903153756, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 26.0, "time": 0.7612607041373849, "total_loss": 1.4132001710459008} {"data_time": 0.014871537685394287, "eta_seconds": 1831.98264902737, "iteration": 267559, "loss_fcos_cls": 0.2034841498825699, "loss_fcos_ctr": 0.615327431820333, "loss_fcos_loc": 0.16694438678678125, "loss_mask": 0.2458941643126309, "loss_maskiou": 0.004213713313220069, "loss_sem_seg": 0.1599396876990795, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9022822274290151, "mask_rcnn/false_negative": 0.07919972156279362, "mask_rcnn/false_positive": 0.11521815884570674, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 29.25, "time": 0.7409613216295838, "total_loss": 1.3964779396901577} {"data_time": 0.016482220962643623, "eta_seconds": 1817.3684195391834, "iteration": 267579, "loss_fcos_cls": 0.19633192743640393, "loss_fcos_ctr": 0.6161433113738894, "loss_fcos_loc": 0.17163191363215446, "loss_mask": 0.2566688619554043, "loss_maskiou": 0.0044010128349327715, "loss_sem_seg": 0.19065269734710455, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8905026747321002, "mask_rcnn/false_negative": 0.09442308417154846, "mask_rcnn/false_positive": 0.1274835869911241, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 35.5, "time": 0.7551044467836618, "total_loss": 1.4362331275478937} {"data_time": 0.0164695642888546, "eta_seconds": 1801.7631346806884, "iteration": 267599, "loss_fcos_cls": 0.20005065260920674, "loss_fcos_ctr": 0.6143224840052426, "loss_fcos_loc": 0.16453408467350528, "loss_mask": 0.24966428522020578, "loss_maskiou": 0.004674324343795888, "loss_sem_seg": 0.19680120481643826, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9021325684354929, "mask_rcnn/false_negative": 0.06886360338236933, "mask_rcnn/false_positive": 0.12608756332045779, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 22.5, "time": 0.7456100229173899, "total_loss": 1.429560543379921} {"data_time": 0.015547282993793488, "eta_seconds": 1786.9523504031822, "iteration": 267619, "loss_fcos_cls": 0.2006978743011132, "loss_fcos_ctr": 0.6134388288483024, "loss_fcos_loc": 0.15975032828282565, "loss_mask": 0.24824765976518393, "loss_maskiou": 0.004858428288571304, "loss_sem_seg": 0.1713178480276838, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9014610389610389, "mask_rcnn/false_negative": 0.07934820560526017, "mask_rcnn/false_positive": 0.1303736131511024, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 26.5, "time": 0.7515556924045086, "total_loss": 1.3932465243997285} {"data_time": 0.013973521068692207, "eta_seconds": 1772.328310009092, "iteration": 267639, "loss_fcos_cls": 0.19328542961739004, "loss_fcos_ctr": 0.6139380130916834, "loss_fcos_loc": 0.16573539935052395, "loss_mask": 0.24481546878814697, "loss_maskiou": 0.004144204522162909, "loss_sem_seg": 0.17591823590919375, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.897025266887679, "mask_rcnn/false_negative": 0.09785007031898683, "mask_rcnn/false_positive": 0.11261108910185694, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 33.0, "time": 0.7678552595898509, "total_loss": 1.4076376026241633} {"data_time": 0.017429347150027752, "eta_seconds": 1757.3149401657283, "iteration": 267659, "loss_fcos_cls": 0.1915996891912073, "loss_fcos_ctr": 0.61560147581622, "loss_fcos_loc": 0.16764040291309357, "loss_mask": 0.2523785503581166, "loss_maskiou": 0.0045319785858737305, "loss_sem_seg": 0.16455680970102549, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8738032616147234, "mask_rcnn/false_negative": 0.09926432505493987, "mask_rcnn/false_positive": 0.1297927810209184, "roi_head/num_bg_samples": 49.5, "roi_head/num_fg_samples": 28.0, "time": 0.770605506375432, "total_loss": 1.3760156753414776} {"data_time": 0.0160498209297657, "eta_seconds": 1743.0414232118055, "iteration": 267679, "loss_fcos_cls": 0.19811059185303748, "loss_fcos_ctr": 0.6156893204897642, "loss_fcos_loc": 0.1659661041921936, "loss_mask": 0.2468377943150699, "loss_maskiou": 0.004204123117233394, "loss_sem_seg": 0.17583496635779738, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9118964659034345, "mask_rcnn/false_negative": 0.058066336736211206, "mask_rcnn/false_positive": 0.11299778104994204, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 26.0, "time": 0.7543351231142879, "total_loss": 1.4036170804938592} {"data_time": 0.016744736582040787, "eta_seconds": 1728.021678074263, "iteration": 267699, "loss_fcos_cls": 0.1882335675181821, "loss_fcos_ctr": 0.615806526504457, "loss_fcos_loc": 0.16455400781705976, "loss_mask": 0.24758464097976685, "loss_maskiou": 0.003975276202254463, "loss_sem_seg": 0.16911837738007307, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.89072880614234, "mask_rcnn/false_negative": 0.09969848388953365, "mask_rcnn/false_positive": 0.1405164755585092, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 21.75, "time": 0.7529465751722455, "total_loss": 1.4032175372594793} {"data_time": 0.01439543254673481, "eta_seconds": 1712.274830635637, "iteration": 267719, "loss_fcos_cls": 0.1890279189683497, "loss_fcos_ctr": 0.6156336618587375, "loss_fcos_loc": 0.1683664642041549, "loss_mask": 0.25490568671375513, "loss_maskiou": 0.004275932664313586, "loss_sem_seg": 0.18494565412402153, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881351783137497, "mask_rcnn/false_negative": 0.07955456872820545, "mask_rcnn/false_positive": 0.14160231017784658, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.25, "time": 0.7563513722270727, "total_loss": 1.409694381425652} {"data_time": 0.016186585649847984, "eta_seconds": 1698.6748244967312, "iteration": 267739, "loss_fcos_cls": 0.19553106895182282, "loss_fcos_ctr": 0.615442578215152, "loss_fcos_loc": 0.17297148407669738, "loss_mask": 0.2497036987915635, "loss_maskiou": 0.004650644608773291, "loss_sem_seg": 0.17527645756490529, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8670896930200651, "mask_rcnn/false_negative": 0.11447684013210738, "mask_rcnn/false_positive": 0.1561600135114369, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 36.0, "time": 0.7585081569850445, "total_loss": 1.4214861407017452} {"data_time": 0.016508995555341244, "eta_seconds": 1682.0412453347817, "iteration": 267759, "loss_fcos_cls": 0.1909692511544563, "loss_fcos_ctr": 0.6155227208510041, "loss_fcos_loc": 0.16394562216009945, "loss_mask": 0.2567254928871989, "loss_maskiou": 0.00414439850646886, "loss_sem_seg": 0.19716323050670326, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8789097220093788, "mask_rcnn/false_negative": 0.09749503825602701, "mask_rcnn/false_positive": 0.11932121018006457, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 23.5, "time": 0.7481521675363183, "total_loss": 1.428147084377997} {"data_time": 0.017881551757454872, "eta_seconds": 1668.2464519673958, "iteration": 267779, "loss_fcos_cls": 0.18805451213847846, "loss_fcos_ctr": 0.6154670538380742, "loss_fcos_loc": 0.16206279816105962, "loss_mask": 0.24516941094771028, "loss_maskiou": 0.004576864026603289, "loss_sem_seg": 0.19139626855030656, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8779549319727891, "mask_rcnn/false_negative": 0.1013171074343256, "mask_rcnn/false_positive": 0.16079604938271605, "roi_head/num_bg_samples": 63.0, "roi_head/num_fg_samples": 33.0, "time": 0.7553227227181196, "total_loss": 1.4001619193295483} {"data_time": 0.01581238117069006, "eta_seconds": 1654.1101218936965, "iteration": 267799, "loss_fcos_cls": 0.20262627489864826, "loss_fcos_ctr": 0.614551592618227, "loss_fcos_loc": 0.16712882881984115, "loss_mask": 0.25952520966529846, "loss_maskiou": 0.004722523288364755, "loss_sem_seg": 0.18348347768187523, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8755392282483769, "mask_rcnn/false_negative": 0.09200112451218509, "mask_rcnn/false_positive": 0.14941160404317008, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 31.25, "time": 0.7674999767914414, "total_loss": 1.417086403180292} {"data_time": 0.015849915333092213, "eta_seconds": 1640.0991167211905, "iteration": 267819, "loss_fcos_cls": 0.1947307650698349, "loss_fcos_ctr": 0.6163137797266245, "loss_fcos_loc": 0.17401113780215383, "loss_mask": 0.2489218031987548, "loss_maskiou": 0.004539682580798399, "loss_sem_seg": 0.1760367788374424, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980506649381064, "mask_rcnn/false_negative": 0.08459501486487968, "mask_rcnn/false_positive": 0.11385929371601863, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 26.25, "time": 0.7422039657831192, "total_loss": 1.4186180798133137} {"data_time": 0.018098262138664722, "eta_seconds": 1625.0592348622158, "iteration": 267839, "loss_fcos_cls": 0.20264867576770484, "loss_fcos_ctr": 0.6155464733019471, "loss_fcos_loc": 0.16792985470965505, "loss_mask": 0.2545821163803339, "loss_maskiou": 0.00472080414328957, "loss_sem_seg": 0.17137595918029547, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8875276665690199, "mask_rcnn/false_negative": 0.10254609554942781, "mask_rcnn/false_positive": 0.12997034369438246, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 30.0, "time": 0.7642654264345765, "total_loss": 1.4493320382498496} {"data_time": 0.016614191234111786, "eta_seconds": 1610.139463270083, "iteration": 267859, "loss_fcos_cls": 0.18595978780649602, "loss_fcos_ctr": 0.6161189023405313, "loss_fcos_loc": 0.16536772751715034, "loss_mask": 0.23778719268739223, "loss_maskiou": 0.003974313269281993, "loss_sem_seg": 0.16400557063752785, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8880781449009212, "mask_rcnn/false_negative": 0.11110672311732345, "mask_rcnn/false_positive": 0.11371780967529398, "roi_head/num_bg_samples": 47.25, "roi_head/num_fg_samples": 26.75, "time": 0.756776419468224, "total_loss": 1.3930223449278856} {"data_time": 0.016600013710558414, "eta_seconds": 1594.55670595821, "iteration": 267879, "loss_fcos_cls": 0.1957146842032671, "loss_fcos_ctr": 0.616499787196517, "loss_fcos_loc": 0.16545214608777314, "loss_mask": 0.2497906140051782, "loss_maskiou": 0.004872071142017376, "loss_sem_seg": 0.18321089539676905, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9000700440432583, "mask_rcnn/false_negative": 0.07462987570743257, "mask_rcnn/false_positive": 0.12222439310083036, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 26.0, "time": 0.7344872215762734, "total_loss": 1.4238946361774651} {"data_time": 0.016681969165802002, "eta_seconds": 1580.5204813191667, "iteration": 267899, "loss_fcos_cls": 0.19803890032926574, "loss_fcos_ctr": 0.6172536015510559, "loss_fcos_loc": 0.16749000793788582, "loss_mask": 0.2512273658066988, "loss_maskiou": 0.0043274699710309505, "loss_sem_seg": 0.18279124749824405, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8953114899806076, "mask_rcnn/false_negative": 0.08654430117549822, "mask_rcnn/false_positive": 0.12535845324236447, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 22.0, "time": 0.7489160625264049, "total_loss": 1.4415756488888292} {"data_time": 0.01847921870648861, "eta_seconds": 1565.6558870505542, "iteration": 267919, "loss_fcos_cls": 0.19630305841565132, "loss_fcos_ctr": 0.616909553296864, "loss_fcos_loc": 0.16649414168205112, "loss_mask": 0.24936451949179173, "loss_maskiou": 0.004351333096565213, "loss_sem_seg": 0.19075428834185004, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9100911078717201, "mask_rcnn/false_negative": 0.08426599777406757, "mask_rcnn/false_positive": 0.11888486653008476, "roi_head/num_bg_samples": 61.25, "roi_head/num_fg_samples": 20.75, "time": 0.7634814968332648, "total_loss": 1.4445723901953897} {"data_time": 0.01807774417102337, "eta_seconds": 1550.4296582574025, "iteration": 267939, "loss_fcos_cls": 0.19711169600486755, "loss_fcos_ctr": 0.6129976892843843, "loss_fcos_loc": 0.16128740133717656, "loss_mask": 0.25069354474544525, "loss_maskiou": 0.0039881694174255244, "loss_sem_seg": 0.1866610440192744, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8811258055853921, "mask_rcnn/false_negative": 0.11214417361535436, "mask_rcnn/false_positive": 0.14600444372077362, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 24.75, "time": 0.7507156413048506, "total_loss": 1.3980352649377892} {"data_time": 0.01567723322659731, "eta_seconds": 1533.0441280798987, "iteration": 267959, "loss_fcos_cls": 0.19135383318644017, "loss_fcos_ctr": 0.614474433939904, "loss_fcos_loc": 0.15982216934207827, "loss_mask": 0.23938745725899935, "loss_maskiou": 0.004524886193394195, "loss_sem_seg": 0.16839970811270177, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950839710884353, "mask_rcnn/false_negative": 0.09134844541579368, "mask_rcnn/false_positive": 0.11442195522258303, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 32.0, "time": 0.7495099417865276, "total_loss": 1.3961566223842965} {"data_time": 0.017103814519941807, "eta_seconds": 1516.0584723548964, "iteration": 267979, "loss_fcos_cls": 0.20164023176766932, "loss_fcos_ctr": 0.6168665797449648, "loss_fcos_loc": 0.17173255363013595, "loss_mask": 0.25322559382766485, "loss_maskiou": 0.004800311719009187, "loss_sem_seg": 0.1917807194404304, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8982392413487134, "mask_rcnn/false_negative": 0.09494711365413855, "mask_rcnn/false_positive": 0.12347203386100794, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 25.0, "time": 0.740248273126781, "total_loss": 1.4488752362231025} {"data_time": 0.015328270383179188, "eta_seconds": 1500.7700763093308, "iteration": 267999, "loss_fcos_cls": 0.19039217452518642, "loss_fcos_ctr": 0.6174753708764911, "loss_fcos_loc": 0.1708798953332007, "loss_mask": 0.25373860308900476, "loss_maskiou": 0.004570637371216435, "loss_sem_seg": 0.16940612974576652, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9063464048410061, "mask_rcnn/false_negative": 0.08907821361062318, "mask_rcnn/false_positive": 0.10868952128990814, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 21.75, "time": 0.7396796634420753, "total_loss": 1.4393030441569863} {"data_time": 0.016550264321267605, "eta_seconds": 1485.7429652055725, "iteration": 268019, "loss_fcos_cls": 0.1897291149944067, "loss_fcos_ctr": 0.6140657756477594, "loss_fcos_loc": 0.16577244037762284, "loss_mask": 0.24967133393511176, "loss_maskiou": 0.004467181890504435, "loss_sem_seg": 0.18402743246406317, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908293151356652, "mask_rcnn/false_negative": 0.08901104267555998, "mask_rcnn/false_positive": 0.12447095919296859, "roi_head/num_bg_samples": 55.75, "roi_head/num_fg_samples": 27.5, "time": 0.7464837823063135, "total_loss": 1.4178178989277512} {"data_time": 0.017457487992942333, "eta_seconds": 1471.454223062843, "iteration": 268039, "loss_fcos_cls": 0.2038573524914682, "loss_fcos_ctr": 0.6147858602926135, "loss_fcos_loc": 0.1597125823609531, "loss_mask": 0.25329495035111904, "loss_maskiou": 0.004761561503983103, "loss_sem_seg": 0.17937872419133782, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8891121754824378, "mask_rcnn/false_negative": 0.09191461532159309, "mask_rcnn/false_positive": 0.11637914731077395, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 38.5, "time": 0.7668539276346564, "total_loss": 1.4236326367608854} {"data_time": 0.016164230182766914, "eta_seconds": 1456.6848198333755, "iteration": 268059, "loss_fcos_cls": 0.2006011278135702, "loss_fcos_ctr": 0.6164976209402084, "loss_fcos_loc": 0.16676407516933978, "loss_mask": 0.2555272737517953, "loss_maskiou": 0.0047426382297999226, "loss_sem_seg": 0.1874655792489648, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8842234997315739, "mask_rcnn/false_negative": 0.1176094609678873, "mask_rcnn/false_positive": 0.13530025995679823, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 27.25, "time": 0.7514577228575945, "total_loss": 1.4393108444037352} {"data_time": 0.015445382334291935, "eta_seconds": 1444.6884208042175, "iteration": 268079, "loss_fcos_cls": 0.1798099169973284, "loss_fcos_ctr": 0.6158093633130193, "loss_fcos_loc": 0.16791292768903077, "loss_mask": 0.2554751057177782, "loss_maskiou": 0.004065453096700367, "loss_sem_seg": 0.1583157042041421, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8950692044766939, "mask_rcnn/false_negative": 0.09381876828942884, "mask_rcnn/false_positive": 0.11246871129273892, "roi_head/num_bg_samples": 70.0, "roi_head/num_fg_samples": 27.0, "time": 0.7851193519309163, "total_loss": 1.3792984922338292} {"data_time": 0.01728503406047821, "eta_seconds": 1430.0663660103455, "iteration": 268099, "loss_fcos_cls": 0.19690898875705898, "loss_fcos_ctr": 0.615819969214499, "loss_fcos_loc": 0.1677608845056966, "loss_mask": 0.23946100333705544, "loss_maskiou": 0.004728196618088987, "loss_sem_seg": 0.16803998267278075, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8892244532221492, "mask_rcnn/false_negative": 0.1101411341806806, "mask_rcnn/false_positive": 0.12085128456673408, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 24.75, "time": 0.7543845102190971, "total_loss": 1.3986213501048042} {"data_time": 0.017331005074083805, "eta_seconds": 1415.0209544794634, "iteration": 268119, "loss_fcos_cls": 0.18910979910288006, "loss_fcos_ctr": 0.6138402884826064, "loss_fcos_loc": 0.16682163503719494, "loss_mask": 0.2436779597774148, "loss_maskiou": 0.0039165332600532565, "loss_sem_seg": 0.20479598687961698, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8938905960111316, "mask_rcnn/false_negative": 0.08790173338564015, "mask_rcnn/false_positive": 0.12671857928598249, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 22.75, "time": 0.7223252961412072, "total_loss": 1.4157404702054919} {"data_time": 0.01597968488931656, "eta_seconds": 1397.6700328011066, "iteration": 268139, "loss_fcos_cls": 0.1920481319539249, "loss_fcos_ctr": 0.6162925763055682, "loss_fcos_loc": 0.1703885766910389, "loss_mask": 0.2524599330499768, "loss_maskiou": 0.00452790401323, "loss_sem_seg": 0.18442804808728397, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933088860544218, "mask_rcnn/false_negative": 0.08131891478845792, "mask_rcnn/false_positive": 0.10739824433722159, "roi_head/num_bg_samples": 43.0, "roi_head/num_fg_samples": 26.75, "time": 0.7323113568127155, "total_loss": 1.4315864680193044} {"data_time": 0.01563912071287632, "eta_seconds": 1381.6366580696777, "iteration": 268159, "loss_fcos_cls": 0.19924459548201412, "loss_fcos_ctr": 0.6132937264628708, "loss_fcos_loc": 0.1691527549410239, "loss_mask": 0.23748419526964426, "loss_maskiou": 0.004304619564209133, "loss_sem_seg": 0.18266535410657525, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8908840356162687, "mask_rcnn/false_negative": 0.0953319123828976, "mask_rcnn/false_positive": 0.11429979162134965, "roi_head/num_bg_samples": 48.75, "roi_head/num_fg_samples": 24.5, "time": 0.7437309920787811, "total_loss": 1.3991700565820793} {"data_time": 0.01648068893700838, "eta_seconds": 1366.627025716938, "iteration": 268179, "loss_fcos_cls": 0.19981901720166206, "loss_fcos_ctr": 0.6138502163812518, "loss_fcos_loc": 0.1657287126290612, "loss_mask": 0.2517713326960802, "loss_maskiou": 0.004410050337355642, "loss_sem_seg": 0.17877556011080742, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8970777320416379, "mask_rcnn/false_negative": 0.07315381278840324, "mask_rcnn/false_positive": 0.12008297725751163, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 25.25, "time": 0.7571265753358603, "total_loss": 1.4251970846462427} {"data_time": 0.016456051729619503, "eta_seconds": 1351.306359344162, "iteration": 268199, "loss_fcos_cls": 0.19424812984652817, "loss_fcos_ctr": 0.6129318363964558, "loss_fcos_loc": 0.15473409765399992, "loss_mask": 0.2520406390540302, "loss_maskiou": 0.004791919403942302, "loss_sem_seg": 0.19209505524486303, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8975935689674757, "mask_rcnn/false_negative": 0.09746487412728913, "mask_rcnn/false_positive": 0.11179620717213234, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 20.0, "time": 0.7483176430687308, "total_loss": 1.4025299634068915} {"data_time": 0.015521373599767685, "eta_seconds": 1336.755500129424, "iteration": 268219, "loss_fcos_cls": 0.2006229164544493, "loss_fcos_ctr": 0.615270059555769, "loss_fcos_loc": 0.16853074869140983, "loss_mask": 0.2618865454569459, "loss_maskiou": 0.004717316041933373, "loss_sem_seg": 0.1705915736965835, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889280712284914, "mask_rcnn/false_negative": 0.09533766641116992, "mask_rcnn/false_positive": 0.11493573637672369, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.0, "time": 0.7600391171872616, "total_loss": 1.4106021053448785} {"data_time": 0.018333383835852146, "eta_seconds": 1324.8644112283364, "iteration": 268239, "loss_fcos_cls": 0.19586470982176252, "loss_fcos_ctr": 0.6187664372846484, "loss_fcos_loc": 0.17426835023798048, "loss_mask": 0.2603193963877857, "loss_maskiou": 0.004802034149179235, "loss_sem_seg": 0.20198404672555625, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8796167315610455, "mask_rcnn/false_negative": 0.08665733109372706, "mask_rcnn/false_positive": 0.14094715769423793, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 33.75, "time": 0.77369817905128, "total_loss": 1.442965426331284} {"data_time": 0.015807731077075005, "eta_seconds": 1310.6540764132515, "iteration": 268259, "loss_fcos_cls": 0.19399352034088224, "loss_fcos_ctr": 0.6128402259200811, "loss_fcos_loc": 0.1613904742989689, "loss_mask": 0.24827769864350557, "loss_maskiou": 0.0043823662927025, "loss_sem_seg": 0.1759487222880125, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8862061281992305, "mask_rcnn/false_negative": 0.10486535335006145, "mask_rcnn/false_positive": 0.1181283884068583, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 29.75, "time": 0.7532106684520841, "total_loss": 1.4147443252441008} {"data_time": 0.01792121771723032, "eta_seconds": 1296.0448973672464, "iteration": 268279, "loss_fcos_cls": 0.1957949708448723, "loss_fcos_ctr": 0.6122132893651724, "loss_fcos_loc": 0.16319932421902195, "loss_mask": 0.24410461960360408, "loss_maskiou": 0.004521449736785144, "loss_sem_seg": 0.172424306278117, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861705104091593, "mask_rcnn/false_negative": 0.08493767554331955, "mask_rcnn/false_positive": 0.12935239907347834, "roi_head/num_bg_samples": 59.5, "roi_head/num_fg_samples": 26.75, "time": 0.754564500413835, "total_loss": 1.410159947750799} {"data_time": 0.015140186063945293, "eta_seconds": 1280.5414037788287, "iteration": 268299, "loss_fcos_cls": 0.19019677437609062, "loss_fcos_ctr": 0.6150266285985708, "loss_fcos_loc": 0.1676825043396093, "loss_mask": 0.2583307079039514, "loss_maskiou": 0.00464779237518087, "loss_sem_seg": 0.1922342204488814, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9016834177279934, "mask_rcnn/false_negative": 0.08322180067816898, "mask_rcnn/false_positive": 0.12244506558176636, "roi_head/num_bg_samples": 65.25, "roi_head/num_fg_samples": 21.75, "time": 0.7395610390231013, "total_loss": 1.435215687103664} {"data_time": 0.018917817622423172, "eta_seconds": 1265.11057616584, "iteration": 268319, "loss_fcos_cls": 0.19931463024113327, "loss_fcos_ctr": 0.6163023030385375, "loss_fcos_loc": 0.16899941489100456, "loss_mask": 0.2528802347369492, "loss_maskiou": 0.004219755341182463, "loss_sem_seg": 0.18323410535231233, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8733633513646423, "mask_rcnn/false_negative": 0.1055813903780379, "mask_rcnn/false_positive": 0.1384611323018176, "roi_head/num_bg_samples": 67.5, "roi_head/num_fg_samples": 32.0, "time": 0.7700041746720672, "total_loss": 1.4350995401327964} {"data_time": 0.01491304486989975, "eta_seconds": 1250.428731144406, "iteration": 268339, "loss_fcos_cls": 0.19432675722055137, "loss_fcos_ctr": 0.6158783007413149, "loss_fcos_loc": 0.1699959181714803, "loss_mask": 0.25297046918421984, "loss_maskiou": 0.004742919871205231, "loss_sem_seg": 0.17247796105220914, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8896485677604375, "mask_rcnn/false_negative": 0.09035405282523504, "mask_rcnn/false_positive": 0.12961312282907345, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 31.5, "time": 0.7662270544096828, "total_loss": 1.418221886306128} {"data_time": 0.016409357078373432, "eta_seconds": 1236.0893999906257, "iteration": 268359, "loss_fcos_cls": 0.19378156412858516, "loss_fcos_ctr": 0.614164536818862, "loss_fcos_loc": 0.16458649863488972, "loss_mask": 0.2599446102976799, "loss_maskiou": 0.004938231213600375, "loss_sem_seg": 0.17452245368622243, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8910891550977758, "mask_rcnn/false_negative": 0.09295126168288287, "mask_rcnn/false_positive": 0.12119194310401513, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 25.0, "time": 0.7598196659237146, "total_loss": 1.3943204196402803} {"data_time": 0.015646318905055523, "eta_seconds": 1221.2744085555896, "iteration": 268379, "loss_fcos_cls": 0.20138563227374107, "loss_fcos_ctr": 0.6137757608667016, "loss_fcos_loc": 0.1632791559677571, "loss_mask": 0.24792524380609393, "loss_maskiou": 0.004557060710794758, "loss_sem_seg": 0.17895293072797358, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8598834111958036, "mask_rcnn/false_negative": 0.1042513926386658, "mask_rcnn/false_positive": 0.15081713645380068, "roi_head/num_bg_samples": 68.0, "roi_head/num_fg_samples": 31.75, "time": 0.7613671282306314, "total_loss": 1.4054226256266702} {"data_time": 0.016957947984337807, "eta_seconds": 1206.15942021925, "iteration": 268399, "loss_fcos_cls": 0.19697557925246656, "loss_fcos_ctr": 0.613749111071229, "loss_fcos_loc": 0.16358958696946502, "loss_mask": 0.25274389795958996, "loss_maskiou": 0.0047737213462824, "loss_sem_seg": 0.1852593100629747, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.897985133708656, "mask_rcnn/false_negative": 0.08261946923450952, "mask_rcnn/false_positive": 0.12318701252505043, "roi_head/num_bg_samples": 50.75, "roi_head/num_fg_samples": 31.25, "time": 0.7595233106985688, "total_loss": 1.4090968271775637} {"data_time": 0.01782857161015272, "eta_seconds": 1191.2433023415506, "iteration": 268419, "loss_fcos_cls": 0.1997175554279238, "loss_fcos_ctr": 0.6165346670895815, "loss_fcos_loc": 0.16324721305863932, "loss_mask": 0.25014717504382133, "loss_maskiou": 0.0044556952198036015, "loss_sem_seg": 0.18433450954034925, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8954201611664733, "mask_rcnn/false_negative": 0.09389960348419682, "mask_rcnn/false_positive": 0.12701095129086376, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 23.75, "time": 0.7530983863398433, "total_loss": 1.41035577992443} {"data_time": 0.016517747193574905, "eta_seconds": 1176.5669648693874, "iteration": 268439, "loss_fcos_cls": 0.19339462148491293, "loss_fcos_ctr": 0.6146291252225637, "loss_fcos_loc": 0.16550882760202512, "loss_mask": 0.24967309646308422, "loss_maskiou": 0.004356321987870615, "loss_sem_seg": 0.17221651272848248, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040696649029982, "mask_rcnn/false_negative": 0.1002839803603234, "mask_rcnn/false_positive": 0.0997510571192532, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 27.25, "time": 0.7578111868351698, "total_loss": 1.390357953387138} {"data_time": 0.01679476909339428, "eta_seconds": 1161.4924361715093, "iteration": 268459, "loss_fcos_cls": 0.19728109100833535, "loss_fcos_ctr": 0.6137146754190326, "loss_fcos_loc": 0.1688519053568598, "loss_mask": 0.237438278272748, "loss_maskiou": 0.004329175029852195, "loss_sem_seg": 0.18353313114494085, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8971045776169999, "mask_rcnn/false_negative": 0.0919673791630815, "mask_rcnn/false_positive": 0.11656484215872415, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 27.75, "time": 0.7341729449108243, "total_loss": 1.3995606009557378} {"data_time": 0.015903228893876076, "eta_seconds": 1146.1710892589763, "iteration": 268479, "loss_fcos_cls": 0.175476232834626, "loss_fcos_ctr": 0.6145576760172844, "loss_fcos_loc": 0.15858386806212366, "loss_mask": 0.2359487907961011, "loss_maskiou": 0.003994323689767043, "loss_sem_seg": 0.17214468400925398, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9007740719008501, "mask_rcnn/false_negative": 0.08011301496252388, "mask_rcnn/false_positive": 0.11471817968505998, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 27.75, "time": 0.7452193601056933, "total_loss": 1.367743774981136} {"data_time": 0.017604900524020195, "eta_seconds": 1130.9653363786638, "iteration": 268499, "loss_fcos_cls": 0.19101651944220066, "loss_fcos_ctr": 0.6137682972475886, "loss_fcos_loc": 0.16777432430535555, "loss_mask": 0.2510628830641508, "loss_maskiou": 0.004195691522909328, "loss_sem_seg": 0.19495226920116693, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8878389076972821, "mask_rcnn/false_negative": 0.10655370409729281, "mask_rcnn/false_positive": 0.1313903483424147, "roi_head/num_bg_samples": 46.5, "roi_head/num_fg_samples": 29.5, "time": 0.7513453606516123, "total_loss": 1.4280953738925746} {"data_time": 0.0166868194937706, "eta_seconds": 1115.895844887942, "iteration": 268519, "loss_fcos_cls": 0.19469068781472743, "loss_fcos_ctr": 0.6179718226194382, "loss_fcos_loc": 0.16935508814640343, "loss_mask": 0.2531078439205885, "loss_maskiou": 0.004302729852497578, "loss_sem_seg": 0.1652197305811569, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8713815714965232, "mask_rcnn/false_negative": 0.11367648866895963, "mask_rcnn/false_positive": 0.14859741934201062, "roi_head/num_bg_samples": 48.5, "roi_head/num_fg_samples": 30.25, "time": 0.7496960489079356, "total_loss": 1.4136555945733562} {"data_time": 0.018316935747861862, "eta_seconds": 1100.7291245525703, "iteration": 268539, "loss_fcos_cls": 0.2045310662360862, "loss_fcos_ctr": 0.6155042443424463, "loss_fcos_loc": 0.16991790634347126, "loss_mask": 0.2516700248233974, "loss_maskiou": 0.004433925401826855, "loss_sem_seg": 0.16664226329885423, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8933821087857894, "mask_rcnn/false_negative": 0.0932390555907044, "mask_rcnn/false_positive": 0.11617661392375264, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 23.25, "time": 0.750732658430934, "total_loss": 1.4057169770076143} {"data_time": 0.016276909038424492, "eta_seconds": 1085.6609640521929, "iteration": 268559, "loss_fcos_cls": 0.18613142403773963, "loss_fcos_ctr": 0.6134381629526615, "loss_fcos_loc": 0.16479553864337504, "loss_mask": 0.23717909818515182, "loss_maskiou": 0.004489741055294871, "loss_sem_seg": 0.16899617947638035, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9089012390670554, "mask_rcnn/false_negative": 0.08544558421009127, "mask_rcnn/false_positive": 0.10658224759726428, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 30.25, "time": 0.7340069022029638, "total_loss": 1.3753386405660422} {"data_time": 0.016080917790532112, "eta_seconds": 1070.4234283259138, "iteration": 268579, "loss_fcos_cls": 0.20477363863028586, "loss_fcos_ctr": 0.6155581409111619, "loss_fcos_loc": 0.17322543245973065, "loss_mask": 0.2447550417855382, "loss_maskiou": 0.004507634013862116, "loss_sem_seg": 0.1822820189408958, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8767063034891376, "mask_rcnn/false_negative": 0.10902668096200044, "mask_rcnn/false_positive": 0.11461079776244998, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.0, "time": 0.7471201652660966, "total_loss": 1.4284588731134136} {"data_time": 0.017580118030309677, "eta_seconds": 1055.1095237536356, "iteration": 268599, "loss_fcos_cls": 0.19493310432881117, "loss_fcos_ctr": 0.6161155924201012, "loss_fcos_loc": 0.16402622673194855, "loss_mask": 0.24605935160070658, "loss_maskiou": 0.004201745540740376, "loss_sem_seg": 0.1743675738107413, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8903411639381027, "mask_rcnn/false_negative": 0.08786884770338363, "mask_rcnn/false_positive": 0.1279788603215944, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 27.5, "time": 0.751006661914289, "total_loss": 1.3917490719177295} {"data_time": 0.01655297540128231, "eta_seconds": 1040.5483874343336, "iteration": 268619, "loss_fcos_cls": 0.19558715471066535, "loss_fcos_ctr": 0.6155574871227145, "loss_fcos_loc": 0.16536607150919735, "loss_mask": 0.2540057823061943, "loss_maskiou": 0.0045664979188586585, "loss_sem_seg": 0.18277695681899786, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.905375184613319, "mask_rcnn/false_negative": 0.08994127543135119, "mask_rcnn/false_positive": 0.10809247274129186, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 29.0, "time": 0.7728843996301293, "total_loss": 1.418482703018526} {"data_time": 0.015513688325881958, "eta_seconds": 1025.3485140027478, "iteration": 268639, "loss_fcos_cls": 0.19604752166196704, "loss_fcos_ctr": 0.6149060521274805, "loss_fcos_loc": 0.15742028370732442, "loss_mask": 0.2501739328727126, "loss_maskiou": 0.0042731558678497095, "loss_sem_seg": 0.18128376128152013, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8998015873015873, "mask_rcnn/false_negative": 0.07952001267192743, "mask_rcnn/false_positive": 0.1262247422469151, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 27.25, "time": 0.7560308631509542, "total_loss": 1.4032411964908533} {"data_time": 0.0171349523589015, "eta_seconds": 1010.1603218754753, "iteration": 268659, "loss_fcos_cls": 0.19050137675367296, "loss_fcos_ctr": 0.6131184613332152, "loss_fcos_loc": 0.16106038948055357, "loss_mask": 0.2474921108223498, "loss_maskiou": 0.004659140329749789, "loss_sem_seg": 0.16810287721455097, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8904461026401407, "mask_rcnn/false_negative": 0.0846473994177938, "mask_rcnn/false_positive": 0.11484174300988143, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 33.5, "time": 0.749363967217505, "total_loss": 1.3860070429727784} {"data_time": 0.0172509727999568, "eta_seconds": 994.6424258025363, "iteration": 268679, "loss_fcos_cls": 0.19640058488585055, "loss_fcos_ctr": 0.6155799767002463, "loss_fcos_loc": 0.16419137339107692, "loss_mask": 0.2498699827119708, "loss_maskiou": 0.0043253247495158575, "loss_sem_seg": 0.18102254788391292, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8832487614611062, "mask_rcnn/false_negative": 0.09784031811730631, "mask_rcnn/false_positive": 0.15286428161354837, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7484627775847912, "total_loss": 1.4089292339940584} {"data_time": 0.01634550839662552, "eta_seconds": 979.9356775293127, "iteration": 268699, "loss_fcos_cls": 0.20066958491224796, "loss_fcos_ctr": 0.6153222061693668, "loss_fcos_loc": 0.17084184545092285, "loss_mask": 0.24560769274830818, "loss_maskiou": 0.004441603487066459, "loss_sem_seg": 0.17420373141067103, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9008332773899033, "mask_rcnn/false_negative": 0.08072264673961746, "mask_rcnn/false_positive": 0.137865081213291, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 32.25, "time": 0.7602785509079695, "total_loss": 1.392383732872986} {"data_time": 0.017025252804160118, "eta_seconds": 964.8713319869712, "iteration": 268719, "loss_fcos_cls": 0.20127093885093927, "loss_fcos_ctr": 0.6149106286466122, "loss_fcos_loc": 0.16584355663508177, "loss_mask": 0.25597295397892594, "loss_maskiou": 0.0044489482388598844, "loss_sem_seg": 0.1687890156172216, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8969936350362513, "mask_rcnn/false_negative": 0.0861047382015102, "mask_rcnn/false_positive": 0.10573469007773156, "roi_head/num_bg_samples": 48.0, "roi_head/num_fg_samples": 28.75, "time": 0.7531135827302933, "total_loss": 1.4220997630545753} {"data_time": 0.016604851931333542, "eta_seconds": 949.583899019286, "iteration": 268739, "loss_fcos_cls": 0.2047724835574627, "loss_fcos_ctr": 0.6176619976758957, "loss_fcos_loc": 0.17561958404257894, "loss_mask": 0.26465042028576136, "loss_maskiou": 0.004521596725680865, "loss_sem_seg": 0.17166691040620208, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889478329210472, "mask_rcnn/false_negative": 0.09237433865252279, "mask_rcnn/false_positive": 0.12489318090427609, "roi_head/num_bg_samples": 49.0, "roi_head/num_fg_samples": 23.25, "time": 0.756191729567945, "total_loss": 1.467555731011089} {"data_time": 0.01521641667932272, "eta_seconds": 935.3978534396738, "iteration": 268759, "loss_fcos_cls": 0.19122777343727648, "loss_fcos_ctr": 0.6129987267777324, "loss_fcos_loc": 0.16686627338640392, "loss_mask": 0.257196088321507, "loss_maskiou": 0.004091331735253334, "loss_sem_seg": 0.1771946724038571, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8830971633225732, "mask_rcnn/false_negative": 0.1024318124754729, "mask_rcnn/false_positive": 0.1367895172884066, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 28.75, "time": 0.7672084644436836, "total_loss": 1.430621874424105} {"data_time": 0.01384245976805687, "eta_seconds": 920.3229484688491, "iteration": 268779, "loss_fcos_cls": 0.1984642109600827, "loss_fcos_ctr": 0.6162343397736549, "loss_fcos_loc": 0.1614488260820508, "loss_mask": 0.2475170511752367, "loss_maskiou": 0.004397522843646584, "loss_sem_seg": 0.177135503385216, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8931263104556891, "mask_rcnn/false_negative": 0.10162391589208773, "mask_rcnn/false_positive": 0.11881922870789038, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 35.75, "time": 0.76995933894068, "total_loss": 1.4323653514002217} {"data_time": 0.015477473847568035, "eta_seconds": 904.7318092212081, "iteration": 268799, "loss_fcos_cls": 0.1995759173296392, "loss_fcos_ctr": 0.6131003927439451, "loss_fcos_loc": 0.16680890892166644, "loss_mask": 0.24646004382520914, "loss_maskiou": 0.004394534003949957, "loss_sem_seg": 0.20605028816498816, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8901119987468671, "mask_rcnn/false_negative": 0.09821893452425193, "mask_rcnn/false_positive": 0.10572300097157197, "roi_head/num_bg_samples": 66.75, "roi_head/num_fg_samples": 24.5, "time": 0.7621724316850305, "total_loss": 1.4315755545794673} {"data_time": 0.01530181523412466, "eta_seconds": 890.0474461736158, "iteration": 268819, "loss_fcos_cls": 0.1925052823498845, "loss_fcos_ctr": 0.6148101799190044, "loss_fcos_loc": 0.16479552816599607, "loss_mask": 0.25235050171613693, "loss_maskiou": 0.00461215394170722, "loss_sem_seg": 0.18522274668794125, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8809547785279526, "mask_rcnn/false_negative": 0.08442512344113542, "mask_rcnn/false_positive": 0.11880835278042051, "roi_head/num_bg_samples": 62.25, "roi_head/num_fg_samples": 25.5, "time": 0.7624520566314459, "total_loss": 1.4247052709251875} {"data_time": 0.015878942795097828, "eta_seconds": 874.4852587329224, "iteration": 268839, "loss_fcos_cls": 0.2054725585039705, "loss_fcos_ctr": 0.6170280566439033, "loss_fcos_loc": 0.16637001128401607, "loss_mask": 0.24516202602535486, "loss_maskiou": 0.00467942537216004, "loss_sem_seg": 0.18741185404360294, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8684205265178172, "mask_rcnn/false_negative": 0.13100834382274937, "mask_rcnn/false_positive": 0.1216242821574685, "roi_head/num_bg_samples": 59.0, "roi_head/num_fg_samples": 26.0, "time": 0.750240764580667, "total_loss": 1.4148998995660804} {"data_time": 0.017204347997903824, "eta_seconds": 859.0846867542714, "iteration": 268859, "loss_fcos_cls": 0.19276323437225074, "loss_fcos_ctr": 0.615092043299228, "loss_fcos_loc": 0.16836140723899007, "loss_mask": 0.2558523169718683, "loss_maskiou": 0.005154160000529373, "loss_sem_seg": 0.16901623317971826, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8922291837815635, "mask_rcnn/false_negative": 0.07333925383006584, "mask_rcnn/false_positive": 0.13265911474782222, "roi_head/num_bg_samples": 53.25, "roi_head/num_fg_samples": 32.75, "time": 0.7424878655001521, "total_loss": 1.4056949756741233} {"data_time": 0.0151022057980299, "eta_seconds": 844.2153743393719, "iteration": 268879, "loss_fcos_cls": 0.1961414999095723, "loss_fcos_ctr": 0.6144580971449614, "loss_fcos_loc": 0.15842271747533232, "loss_mask": 0.24328178353607655, "loss_maskiou": 0.004287631687475368, "loss_sem_seg": 0.18842448480427265, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8861262517429331, "mask_rcnn/false_negative": 0.09244785308601798, "mask_rcnn/false_positive": 0.1295257368094213, "roi_head/num_bg_samples": 45.75, "roi_head/num_fg_samples": 25.0, "time": 0.7322162361815572, "total_loss": 1.378771661349674} {"data_time": 0.017732352949678898, "eta_seconds": 829.4002680703998, "iteration": 268899, "loss_fcos_cls": 0.1958094802685082, "loss_fcos_ctr": 0.6149442684836686, "loss_fcos_loc": 0.15806291718035936, "loss_mask": 0.23718832526355982, "loss_maskiou": 0.004587550905853277, "loss_sem_seg": 0.1765824651811272, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8956346675574992, "mask_rcnn/false_negative": 0.08197979129124464, "mask_rcnn/false_positive": 0.12080161643060536, "roi_head/num_bg_samples": 55.5, "roi_head/num_fg_samples": 29.25, "time": 0.7621351107954979, "total_loss": 1.4099250152721652} {"data_time": 0.016535742208361626, "eta_seconds": 814.2278765635565, "iteration": 268919, "loss_fcos_cls": 0.18867617152864113, "loss_fcos_ctr": 0.6157177113927901, "loss_fcos_loc": 0.16548281913856044, "loss_mask": 0.2539548045024276, "loss_maskiou": 0.00447693066962529, "loss_sem_seg": 0.17111420771107078, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8791944662480378, "mask_rcnn/false_negative": 0.1085185170673044, "mask_rcnn/false_positive": 0.1388457900192416, "roi_head/num_bg_samples": 58.25, "roi_head/num_fg_samples": 29.75, "time": 0.7540475456044078, "total_loss": 1.3931427495081152} {"data_time": 0.01575258281081915, "eta_seconds": 798.8508787434548, "iteration": 268939, "loss_fcos_cls": 0.1923532581422478, "loss_fcos_ctr": 0.6147348573431373, "loss_fcos_loc": 0.1708375362213701, "loss_mask": 0.24870585603639483, "loss_maskiou": 0.004022880661068484, "loss_sem_seg": 0.19123345613479614, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8912719979296067, "mask_rcnn/false_negative": 0.08575897935494589, "mask_rcnn/false_positive": 0.11395898618392128, "roi_head/num_bg_samples": 52.25, "roi_head/num_fg_samples": 30.5, "time": 0.7412057584151626, "total_loss": 1.4282026179716922} {"data_time": 0.016648566350340843, "eta_seconds": 783.9680684097111, "iteration": 268959, "loss_fcos_cls": 0.1919409577967599, "loss_fcos_ctr": 0.6137040201574564, "loss_fcos_loc": 0.16431418992578983, "loss_mask": 0.24645425751805305, "loss_maskiou": 0.004036268333948101, "loss_sem_seg": 0.17862749937921762, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8959685610355252, "mask_rcnn/false_negative": 0.0898525557964032, "mask_rcnn/false_positive": 0.12915548250887426, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 30.0, "time": 0.7430354375392199, "total_loss": 1.4125828176438517} {"data_time": 0.017752425745129585, "eta_seconds": 769.1350351497531, "iteration": 268979, "loss_fcos_cls": 0.18975802054046653, "loss_fcos_ctr": 0.6157218022271991, "loss_fcos_loc": 0.17164275888353586, "loss_mask": 0.25335249677300453, "loss_maskiou": 0.004285182723833714, "loss_sem_seg": 0.17139873001724482, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8742933380248652, "mask_rcnn/false_negative": 0.08677133253645047, "mask_rcnn/false_positive": 0.14098236020869181, "roi_head/num_bg_samples": 51.0, "roi_head/num_fg_samples": 27.0, "time": 0.7451712097972631, "total_loss": 1.4185065309120546} {"data_time": 0.017952230758965015, "eta_seconds": 754.4989937897772, "iteration": 268999, "loss_fcos_cls": 0.20786818291526288, "loss_fcos_ctr": 0.6146938633173704, "loss_fcos_loc": 0.1688836740795523, "loss_mask": 0.2574612833559513, "loss_maskiou": 0.0047045565079315566, "loss_sem_seg": 0.1882084463723004, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8917662303016445, "mask_rcnn/false_negative": 0.08137653368285698, "mask_rcnn/false_positive": 0.12070076083908363, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 33.75, "time": 0.7693598354235291, "total_loss": 1.4386020329766325} {"data_time": 0.015671133995056152, "eta_seconds": 739.4240888189524, "iteration": 269019, "loss_fcos_cls": 0.20289547846186906, "loss_fcos_ctr": 0.6156010990962386, "loss_fcos_loc": 0.16641310648992658, "loss_mask": 0.25123757449910045, "loss_maskiou": 0.004680739300965797, "loss_sem_seg": 0.187316688708961, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8981650993730825, "mask_rcnn/false_negative": 0.09303257517955575, "mask_rcnn/false_positive": 0.12068609725504242, "roi_head/num_bg_samples": 66.5, "roi_head/num_fg_samples": 25.75, "time": 0.7506478130817413, "total_loss": 1.4388713320786337} {"data_time": 0.016986950300633907, "eta_seconds": 724.18295173347, "iteration": 269039, "loss_fcos_cls": 0.19150516774971038, "loss_fcos_ctr": 0.6163398544304073, "loss_fcos_loc": 0.17233167006634176, "loss_mask": 0.2555064233019948, "loss_maskiou": 0.004687624590587802, "loss_sem_seg": 0.16177321155555546, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8769228967097042, "mask_rcnn/false_negative": 0.10654140681541793, "mask_rcnn/false_positive": 0.1358924020254917, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 27.0, "time": 0.7443109843879938, "total_loss": 1.4127032608303125} {"data_time": 0.015303067862987518, "eta_seconds": 708.7774577671662, "iteration": 269059, "loss_fcos_cls": 0.1914548195200041, "loss_fcos_ctr": 0.6131304632872343, "loss_fcos_loc": 0.16027992544695735, "loss_mask": 0.23832938983105123, "loss_maskiou": 0.0038597654493059963, "loss_sem_seg": 0.1769021274521947, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.887923398526077, "mask_rcnn/false_negative": 0.09281059716135007, "mask_rcnn/false_positive": 0.12705575431452493, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 28.75, "time": 0.7366958810016513, "total_loss": 1.3948795333271846} {"data_time": 0.017843758687376976, "eta_seconds": 693.349501658231, "iteration": 269079, "loss_fcos_cls": 0.2074780540424399, "loss_fcos_ctr": 0.6168361851014197, "loss_fcos_loc": 0.1803836842882447, "loss_mask": 0.24678054358810186, "loss_maskiou": 0.004919562285067514, "loss_sem_seg": 0.16156487551052123, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8828519310950187, "mask_rcnn/false_negative": 0.10607059112076556, "mask_rcnn/false_positive": 0.12012265677310244, "roi_head/num_bg_samples": 58.5, "roi_head/num_fg_samples": 32.25, "time": 0.7357834791764617, "total_loss": 1.4383512178319506} {"data_time": 0.017550054006278515, "eta_seconds": 677.7718132436275, "iteration": 269099, "loss_fcos_cls": 0.18455752928275615, "loss_fcos_ctr": 0.6151049663312733, "loss_fcos_loc": 0.16764483484439552, "loss_mask": 0.24457278568297625, "loss_maskiou": 0.004125131898035761, "loss_sem_seg": 0.19388340739533305, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.883408334924879, "mask_rcnn/false_negative": 0.09719835160292553, "mask_rcnn/false_positive": 0.13305483128717072, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 31.5, "time": 0.7440777225419879, "total_loss": 1.3868491204702877} {"data_time": 0.01483704149723053, "eta_seconds": 662.7269339263439, "iteration": 269119, "loss_fcos_cls": 0.19929726421833038, "loss_fcos_ctr": 0.6141348276287317, "loss_fcos_loc": 0.1699511483311653, "loss_mask": 0.2388796154409647, "loss_maskiou": 0.004108078874196508, "loss_sem_seg": 0.17375304573215544, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8810421390778533, "mask_rcnn/false_negative": 0.10329219127883228, "mask_rcnn/false_positive": 0.1549100672183855, "roi_head/num_bg_samples": 64.5, "roi_head/num_fg_samples": 29.25, "time": 0.7502226587384939, "total_loss": 1.4174413149085012} {"data_time": 0.01545862015336752, "eta_seconds": 648.2663587164134, "iteration": 269139, "loss_fcos_cls": 0.1973731036996469, "loss_fcos_ctr": 0.61248919647187, "loss_fcos_loc": 0.1614238746697083, "loss_mask": 0.24159921891987324, "loss_maskiou": 0.004082920117070898, "loss_sem_seg": 0.16196638846304268, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.889581400742115, "mask_rcnn/false_negative": 0.0897695929341499, "mask_rcnn/false_positive": 0.1507081031661986, "roi_head/num_bg_samples": 58.0, "roi_head/num_fg_samples": 27.25, "time": 0.7628639750182629, "total_loss": 1.4035787454122328} {"data_time": 0.014914863742887974, "eta_seconds": 633.2531538372859, "iteration": 269159, "loss_fcos_cls": 0.19278407376259565, "loss_fcos_ctr": 0.616365369874984, "loss_fcos_loc": 0.1714481853414327, "loss_mask": 0.2457624925300479, "loss_maskiou": 0.004127118276301189, "loss_sem_seg": 0.1637044893577695, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9040784636836101, "mask_rcnn/false_negative": 0.08173267180088192, "mask_rcnn/false_positive": 0.09448491856197738, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 23.25, "time": 0.7547901049256325, "total_loss": 1.4082228507668333} {"data_time": 0.015694434754550457, "eta_seconds": 617.9548469828442, "iteration": 269179, "loss_fcos_cls": 0.19699646637309343, "loss_fcos_ctr": 0.615716508589685, "loss_fcos_loc": 0.1747078694170341, "loss_mask": 0.25801005493849516, "loss_maskiou": 0.004516716893704142, "loss_sem_seg": 0.18118334468454123, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8824889099728561, "mask_rcnn/false_negative": 0.10684986546173186, "mask_rcnn/false_positive": 0.13247981935757241, "roi_head/num_bg_samples": 60.5, "roi_head/num_fg_samples": 26.0, "time": 0.7439906932413578, "total_loss": 1.4401142556889681} {"data_time": 0.015570336021482944, "eta_seconds": 602.8275423841551, "iteration": 269199, "loss_fcos_cls": 0.18442283530021086, "loss_fcos_ctr": 0.6128547862172127, "loss_fcos_loc": 0.16680388455279171, "loss_mask": 0.2422701814211905, "loss_maskiou": 0.004404875624459237, "loss_sem_seg": 0.17660394497215748, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8881567359086492, "mask_rcnn/false_negative": 0.08501865805696074, "mask_rcnn/false_positive": 0.13958125745080233, "roi_head/num_bg_samples": 57.75, "roi_head/num_fg_samples": 28.5, "time": 0.7362697925418615, "total_loss": 1.3927092470839852} {"data_time": 0.01568682212382555, "eta_seconds": 588.0263717574999, "iteration": 269219, "loss_fcos_cls": 0.19795655633788556, "loss_fcos_ctr": 0.6132235797122121, "loss_fcos_loc": 0.1644626932684332, "loss_mask": 0.2584824366495013, "loss_maskiou": 0.004716839102911763, "loss_sem_seg": 0.1776072101201862, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8754930753266104, "mask_rcnn/false_negative": 0.09809031071685068, "mask_rcnn/false_positive": 0.1400330008591158, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 25.75, "time": 0.7802976612001657, "total_loss": 1.4240965561912162} {"data_time": 0.016051732003688812, "eta_seconds": 572.7937132203951, "iteration": 269239, "loss_fcos_cls": 0.19141302583739161, "loss_fcos_ctr": 0.6172618381679058, "loss_fcos_loc": 0.16939294477924705, "loss_mask": 0.2608271762728691, "loss_maskiou": 0.004756412054121029, "loss_sem_seg": 0.20105866575613618, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8748489818005124, "mask_rcnn/false_negative": 0.09373097449159978, "mask_rcnn/false_positive": 0.15603650580702, "roi_head/num_bg_samples": 63.75, "roi_head/num_fg_samples": 29.25, "time": 0.7708490137010813, "total_loss": 1.4255805242137285} {"data_time": 0.015492713078856468, "eta_seconds": 557.8414557315409, "iteration": 269259, "loss_fcos_cls": 0.19702533283270895, "loss_fcos_ctr": 0.6140735235530883, "loss_fcos_loc": 0.16550804406870157, "loss_mask": 0.24977110885083675, "loss_maskiou": 0.0041726833951543085, "loss_sem_seg": 0.1776247334200889, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8868570144740096, "mask_rcnn/false_negative": 0.10014154514774011, "mask_rcnn/false_positive": 0.133046084345102, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 29.0, "time": 0.7596215903759003, "total_loss": 1.3841635616699932} {"data_time": 0.01681178528815508, "eta_seconds": 542.8959856322035, "iteration": 269279, "loss_fcos_cls": 0.18825521226972342, "loss_fcos_ctr": 0.6151435137726367, "loss_fcos_loc": 0.16910162096610293, "loss_mask": 0.25511862011626363, "loss_maskiou": 0.004561748603009619, "loss_sem_seg": 0.18875982728786767, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8772674318180129, "mask_rcnn/false_negative": 0.110671535612907, "mask_rcnn/false_positive": 0.14839579297295613, "roi_head/num_bg_samples": 52.75, "roi_head/num_fg_samples": 32.0, "time": 0.7708582654595375, "total_loss": 1.4359220324986381} {"data_time": 0.016351064667105675, "eta_seconds": 528.0741034671664, "iteration": 269299, "loss_fcos_cls": 0.18910961644724011, "loss_fcos_ctr": 0.6134319454431534, "loss_fcos_loc": 0.16186940009356476, "loss_mask": 0.2457223618403077, "loss_maskiou": 0.0043150361816515215, "loss_sem_seg": 0.1863983515650034, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8794575529520144, "mask_rcnn/false_negative": 0.10945047231863153, "mask_rcnn/false_positive": 0.13948538408766123, "roi_head/num_bg_samples": 63.25, "roi_head/num_fg_samples": 23.5, "time": 0.7407660335302353, "total_loss": 1.4077701018832158} {"data_time": 0.014960643835365772, "eta_seconds": 512.8571267640218, "iteration": 269319, "loss_fcos_cls": 0.20701444358564913, "loss_fcos_ctr": 0.6120809800922871, "loss_fcos_loc": 0.16179853351786733, "loss_mask": 0.249240355566144, "loss_maskiou": 0.00442118620412657, "loss_sem_seg": 0.18206867994740605, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8926359858459513, "mask_rcnn/false_negative": 0.08863303599921951, "mask_rcnn/false_positive": 0.13376131357629156, "roi_head/num_bg_samples": 54.0, "roi_head/num_fg_samples": 28.0, "time": 0.7562918029725552, "total_loss": 1.4160510173387593} {"data_time": 0.01776550617069006, "eta_seconds": 497.71029376331717, "iteration": 269339, "loss_fcos_cls": 0.19327033078297973, "loss_fcos_ctr": 0.6142238713800907, "loss_fcos_loc": 0.15942647133488208, "loss_mask": 0.2531830482184887, "loss_maskiou": 0.004382935601825011, "loss_sem_seg": 0.16565451584756374, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8820580966761704, "mask_rcnn/false_negative": 0.10331255071901406, "mask_rcnn/false_positive": 0.14072043760828873, "roi_head/num_bg_samples": 65.0, "roi_head/num_fg_samples": 30.5, "time": 0.7494737775996327, "total_loss": 1.4054963474718534} {"data_time": 0.0167758259922266, "eta_seconds": 482.61831536050886, "iteration": 269359, "loss_fcos_cls": 0.2050445547210984, "loss_fcos_ctr": 0.6168931424617767, "loss_fcos_loc": 0.17262495902832597, "loss_mask": 0.2454241537488997, "loss_maskiou": 0.004281439367332496, "loss_sem_seg": 0.18584407586604357, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.88584733606011, "mask_rcnn/false_negative": 0.1076582815490334, "mask_rcnn/false_positive": 0.11877080643782459, "roi_head/num_bg_samples": 59.25, "roi_head/num_fg_samples": 37.0, "time": 0.7695773523300886, "total_loss": 1.421556572560803} {"data_time": 0.016778252087533474, "eta_seconds": 467.12046649027616, "iteration": 269379, "loss_fcos_cls": 0.2024674059357494, "loss_fcos_ctr": 0.6145503269508481, "loss_fcos_loc": 0.1678548683412373, "loss_mask": 0.24223498906940222, "loss_maskiou": 0.004093700481462292, "loss_sem_seg": 0.18479908048175275, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8937055849125364, "mask_rcnn/false_negative": 0.09564661685771275, "mask_rcnn/false_positive": 0.10091332625508387, "roi_head/num_bg_samples": 50.5, "roi_head/num_fg_samples": 27.75, "time": 0.7450860813260078, "total_loss": 1.4507604711834574} {"data_time": 0.016358367167413235, "eta_seconds": 452.0185968214646, "iteration": 269399, "loss_fcos_cls": 0.1938576246611774, "loss_fcos_ctr": 0.6140923164784908, "loss_fcos_loc": 0.16342777176760137, "loss_mask": 0.243127073161304, "loss_maskiou": 0.004354979064373765, "loss_sem_seg": 0.1737753126071766, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8976645880955122, "mask_rcnn/false_negative": 0.10646491508363425, "mask_rcnn/false_positive": 0.0982458726537454, "roi_head/num_bg_samples": 54.75, "roi_head/num_fg_samples": 26.0, "time": 0.7501314971596003, "total_loss": 1.4065180918914848} {"data_time": 0.015937005169689655, "eta_seconds": 436.93672081269324, "iteration": 269419, "loss_fcos_cls": 0.19655824033543468, "loss_fcos_ctr": 0.6136927530169487, "loss_fcos_loc": 0.16507567407097667, "loss_mask": 0.2511560767889023, "loss_maskiou": 0.004612091404851526, "loss_sem_seg": 0.19548466335982084, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8972829433497538, "mask_rcnn/false_negative": 0.08308940048332672, "mask_rcnn/false_positive": 0.12866168876554968, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 28.75, "time": 0.7453825138509274, "total_loss": 1.42166525220091} {"data_time": 0.01697583682835102, "eta_seconds": 421.7849176917225, "iteration": 269439, "loss_fcos_cls": 0.19404469523578882, "loss_fcos_ctr": 0.6168163474649191, "loss_fcos_loc": 0.1663374186027795, "loss_mask": 0.248693591915071, "loss_maskiou": 0.004295882990845712, "loss_sem_seg": 0.17960194312036037, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8865455447394198, "mask_rcnn/false_negative": 0.10688469687692903, "mask_rcnn/false_positive": 0.11960143808828758, "roi_head/num_bg_samples": 45.25, "roi_head/num_fg_samples": 26.5, "time": 0.7395767252892256, "total_loss": 1.3942218739684904} {"data_time": 0.01577313430607319, "eta_seconds": 406.85501886345446, "iteration": 269459, "loss_fcos_cls": 0.1985017671249807, "loss_fcos_ctr": 0.6178722605109215, "loss_fcos_loc": 0.1738444369402714, "loss_mask": 0.2627863548696041, "loss_maskiou": 0.00495965620939387, "loss_sem_seg": 0.19363530026748776, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8628821864111498, "mask_rcnn/false_negative": 0.11955254514437404, "mask_rcnn/false_positive": 0.1535245197541504, "roi_head/num_bg_samples": 57.25, "roi_head/num_fg_samples": 28.25, "time": 0.7576084807515144, "total_loss": 1.4423080121041494} {"data_time": 0.01687734667211771, "eta_seconds": 391.71112676896155, "iteration": 269479, "loss_fcos_cls": 0.18715407163836062, "loss_fcos_ctr": 0.6107444707304239, "loss_fcos_loc": 0.16160946810850874, "loss_mask": 0.2459027748554945, "loss_maskiou": 0.004449076268429053, "loss_sem_seg": 0.17859436152502894, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8811766075477809, "mask_rcnn/false_negative": 0.10060064638422475, "mask_rcnn/false_positive": 0.1342711318955915, "roi_head/num_bg_samples": 61.75, "roi_head/num_fg_samples": 27.75, "time": 0.7394197881221771, "total_loss": 1.3829535960912835} {"data_time": 0.016428922303020954, "eta_seconds": 376.67423130758107, "iteration": 269499, "loss_fcos_cls": 0.1957478269468993, "loss_fcos_ctr": 0.6157572735100985, "loss_fcos_loc": 0.17343599535524845, "loss_mask": 0.25546094216406345, "loss_maskiou": 0.004871055341936881, "loss_sem_seg": 0.18262724159285426, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8916521476496665, "mask_rcnn/false_negative": 0.0869131944599369, "mask_rcnn/false_positive": 0.12936993113874823, "roi_head/num_bg_samples": 68.5, "roi_head/num_fg_samples": 30.5, "time": 0.7585346763953567, "total_loss": 1.4164622709649848} {"data_time": 0.016310835257172585, "eta_seconds": 361.7324659395963, "iteration": 269519, "loss_fcos_cls": 0.19952731335069984, "loss_fcos_ctr": 0.6152908666990697, "loss_fcos_loc": 0.16821803885977715, "loss_mask": 0.2503538937307894, "loss_maskiou": 0.004322495216911193, "loss_sem_seg": 0.19049883098341525, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8866552942013772, "mask_rcnn/false_negative": 0.09136559088898066, "mask_rcnn/false_positive": 0.1196069372597888, "roi_head/num_bg_samples": 68.75, "roi_head/num_fg_samples": 29.5, "time": 0.751781708560884, "total_loss": 1.4307645919907372} {"data_time": 0.016727603040635586, "eta_seconds": 346.74191125296056, "iteration": 269539, "loss_fcos_cls": 0.17939497670158744, "loss_fcos_ctr": 0.6159693268127739, "loss_fcos_loc": 0.16594347544014454, "loss_mask": 0.24805333325639367, "loss_maskiou": 0.004052912243423634, "loss_sem_seg": 0.18876349413767457, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8773216523451486, "mask_rcnn/false_negative": 0.08714591366400953, "mask_rcnn/false_positive": 0.17681182848470134, "roi_head/num_bg_samples": 64.25, "roi_head/num_fg_samples": 28.0, "time": 0.7594746053218842, "total_loss": 1.3959150082664564} {"data_time": 0.017050105147063732, "eta_seconds": 331.81516470294446, "iteration": 269559, "loss_fcos_cls": 0.1915520903421566, "loss_fcos_ctr": 0.6169655881822109, "loss_fcos_loc": 0.1709073935635388, "loss_mask": 0.25414319802075624, "loss_maskiou": 0.004328869697928894, "loss_sem_seg": 0.2119491589255631, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9056335034013605, "mask_rcnn/false_negative": 0.08718807990887037, "mask_rcnn/false_positive": 0.09720143320115139, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 24.75, "time": 0.7532107969745994, "total_loss": 1.4352287573638023} {"data_time": 0.01630474627017975, "eta_seconds": 316.977083879523, "iteration": 269579, "loss_fcos_cls": 0.19888454535976052, "loss_fcos_ctr": 0.6147007327526808, "loss_fcos_loc": 0.17058623326011002, "loss_mask": 0.25567164830863476, "loss_maskiou": 0.004254008126736153, "loss_sem_seg": 0.18944712565280497, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9023693513973803, "mask_rcnn/false_negative": 0.0942880325410283, "mask_rcnn/false_positive": 0.11591508629877376, "roi_head/num_bg_samples": 61.5, "roi_head/num_fg_samples": 31.25, "time": 0.757931424304843, "total_loss": 1.4386902431506314} {"data_time": 0.01733660139143467, "eta_seconds": 301.99076039996, "iteration": 269599, "loss_fcos_cls": 0.20078056550119072, "loss_fcos_ctr": 0.6158360010012984, "loss_fcos_loc": 0.17659482153248973, "loss_mask": 0.266994652338326, "loss_maskiou": 0.004407640699355397, "loss_sem_seg": 0.17626516055315733, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8980241227162937, "mask_rcnn/false_negative": 0.07465190118880594, "mask_rcnn/false_positive": 0.1258239304643277, "roi_head/num_bg_samples": 42.75, "roi_head/num_fg_samples": 27.5, "time": 0.7559468820691109, "total_loss": 1.4584597010034486} {"data_time": 0.01616604346781969, "eta_seconds": 286.80833185091615, "iteration": 269619, "loss_fcos_cls": 0.19809934205841273, "loss_fcos_ctr": 0.6138488976284862, "loss_fcos_loc": 0.16140156402252614, "loss_mask": 0.24514377024024725, "loss_maskiou": 0.0041557669537724, "loss_sem_seg": 0.15691165416501462, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8976380730863773, "mask_rcnn/false_negative": 0.09445246132200069, "mask_rcnn/false_positive": 0.11188327150934488, "roi_head/num_bg_samples": 46.75, "roi_head/num_fg_samples": 29.0, "time": 0.7553658746182919, "total_loss": 1.3834624246555904} {"data_time": 0.01609042100608349, "eta_seconds": 271.62193754594773, "iteration": 269639, "loss_fcos_cls": 0.18760973610915244, "loss_fcos_ctr": 0.6152950637042522, "loss_fcos_loc": 0.1650766001548618, "loss_mask": 0.25928069092333317, "loss_maskiou": 0.004763360564538743, "loss_sem_seg": 0.16995516838505864, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8809210526315789, "mask_rcnn/false_negative": 0.09029649978634355, "mask_rcnn/false_positive": 0.1594089486305364, "roi_head/num_bg_samples": 56.5, "roi_head/num_fg_samples": 26.5, "time": 0.7529435846954584, "total_loss": 1.404787124341965} {"data_time": 0.015572118572890759, "eta_seconds": 256.5025427909568, "iteration": 269659, "loss_fcos_cls": 0.19559168815612793, "loss_fcos_ctr": 0.6144033749587834, "loss_fcos_loc": 0.1673549716360867, "loss_mask": 0.25689214607700706, "loss_maskiou": 0.004864696122240275, "loss_sem_seg": 0.19598250929266214, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8791793841430378, "mask_rcnn/false_negative": 0.09156159633222086, "mask_rcnn/false_positive": 0.15038235648849774, "roi_head/num_bg_samples": 61.0, "roi_head/num_fg_samples": 27.75, "time": 0.7420027246698737, "total_loss": 1.4293572683236562} {"data_time": 0.017299153842031956, "eta_seconds": 241.29467634949833, "iteration": 269679, "loss_fcos_cls": 0.1994447975885123, "loss_fcos_ctr": 0.6159479161724448, "loss_fcos_loc": 0.16426160105038434, "loss_mask": 0.24008500250056386, "loss_maskiou": 0.004682496102759615, "loss_sem_seg": 0.19810175523161888, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9092958337181026, "mask_rcnn/false_negative": 0.08947455604775163, "mask_rcnn/false_positive": 0.10269341799428286, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 28.75, "time": 0.7376791220158339, "total_loss": 1.426042645407506} {"data_time": 0.015418507158756256, "eta_seconds": 226.2607401283458, "iteration": 269699, "loss_fcos_cls": 0.20410805358551443, "loss_fcos_ctr": 0.6134905871003866, "loss_fcos_loc": 0.17228823277400807, "loss_mask": 0.24647607188671827, "loss_maskiou": 0.004496062738326145, "loss_sem_seg": 0.19935882044956088, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8821892393320965, "mask_rcnn/false_negative": 0.10661396800487435, "mask_rcnn/false_positive": 0.13291413577859684, "roi_head/num_bg_samples": 60.75, "roi_head/num_fg_samples": 33.75, "time": 0.7628134023398161, "total_loss": 1.441362911791657} {"data_time": 0.016629695892333984, "eta_seconds": 211.24378337152302, "iteration": 269719, "loss_fcos_cls": 0.19348484749207273, "loss_fcos_ctr": 0.6170936012640595, "loss_fcos_loc": 0.17224201653152704, "loss_mask": 0.24265780113637447, "loss_maskiou": 0.004230048929457553, "loss_sem_seg": 0.1763024355750531, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9006058673469388, "mask_rcnn/false_negative": 0.08683399042090373, "mask_rcnn/false_positive": 0.0954698165128155, "roi_head/num_bg_samples": 44.25, "roi_head/num_fg_samples": 27.75, "time": 0.7538433307781816, "total_loss": 1.4090917133144103} {"data_time": 0.01675761118531227, "eta_seconds": 196.17006237152964, "iteration": 269739, "loss_fcos_cls": 0.19080147554632276, "loss_fcos_ctr": 0.6174537353217602, "loss_fcos_loc": 0.1644086365122348, "loss_mask": 0.25506490282714367, "loss_maskiou": 0.004312885903345887, "loss_sem_seg": 0.18362933420576155, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8945360195360196, "mask_rcnn/false_negative": 0.0868557354811528, "mask_rcnn/false_positive": 0.14172418096986283, "roi_head/num_bg_samples": 57.5, "roi_head/num_fg_samples": 30.0, "time": 0.7372402660548687, "total_loss": 1.4157005744418711} {"data_time": 0.01623769197613001, "eta_seconds": 181.0457778768614, "iteration": 269759, "loss_fcos_cls": 0.2000880631385371, "loss_fcos_ctr": 0.6153933522291481, "loss_fcos_loc": 0.17434934969060123, "loss_mask": 0.25792857771739364, "loss_maskiou": 0.0045351658191066235, "loss_sem_seg": 0.18004337325692177, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9070172609273595, "mask_rcnn/false_negative": 0.07770608802286731, "mask_rcnn/false_positive": 0.13085687540076588, "roi_head/num_bg_samples": 64.75, "roi_head/num_fg_samples": 27.75, "time": 0.7604899276047945, "total_loss": 1.4452612455825147} {"data_time": 0.015671812929213047, "eta_seconds": 165.97984030935913, "iteration": 269779, "loss_fcos_cls": 0.19305042643100023, "loss_fcos_ctr": 0.6180065795779228, "loss_fcos_loc": 0.16588910319842398, "loss_mask": 0.2614050223492086, "loss_maskiou": 0.004440398719452787, "loss_sem_seg": 0.16861397214233875, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8768783810859547, "mask_rcnn/false_negative": 0.09195316934803857, "mask_rcnn/false_positive": 0.14747724810168794, "roi_head/num_bg_samples": 55.25, "roi_head/num_fg_samples": 33.5, "time": 0.7455281559377909, "total_loss": 1.4385753865353763} {"data_time": 0.017258006148040295, "eta_seconds": 150.93803672119975, "iteration": 269799, "loss_fcos_cls": 0.19184877583757043, "loss_fcos_ctr": 0.6163651295937598, "loss_fcos_loc": 0.16802613798063248, "loss_mask": 0.2431189762428403, "loss_maskiou": 0.004105140178580768, "loss_sem_seg": 0.18142962316051126, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9112928295109146, "mask_rcnn/false_negative": 0.0782101161550314, "mask_rcnn/false_positive": 0.11144572574876185, "roi_head/num_bg_samples": 45.5, "roi_head/num_fg_samples": 23.75, "time": 0.7538166530430317, "total_loss": 1.4235252214493812} {"data_time": 0.016094261780381203, "eta_seconds": 135.8088499326259, "iteration": 269819, "loss_fcos_cls": 0.19347813731292263, "loss_fcos_ctr": 0.613636078312993, "loss_fcos_loc": 0.16991667298134416, "loss_mask": 0.24476567283272743, "loss_maskiou": 0.004463425138965249, "loss_sem_seg": 0.19319417094811797, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8915473828420257, "mask_rcnn/false_negative": 0.08268815094422143, "mask_rcnn/false_positive": 0.13568120076535445, "roi_head/num_bg_samples": 58.75, "roi_head/num_fg_samples": 33.0, "time": 0.7477630702778697, "total_loss": 1.4354008351347147} {"data_time": 0.01790746208280325, "eta_seconds": 120.8023471776396, "iteration": 269839, "loss_fcos_cls": 0.2003396893851459, "loss_fcos_ctr": 0.6142461942508817, "loss_fcos_loc": 0.16924242861568928, "loss_mask": 0.25080278469249606, "loss_maskiou": 0.004856937797740102, "loss_sem_seg": 0.19305955921299756, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8960049244545378, "mask_rcnn/false_negative": 0.09692446811211379, "mask_rcnn/false_positive": 0.11291703113338533, "roi_head/num_bg_samples": 62.75, "roi_head/num_fg_samples": 25.75, "time": 0.7521425355225801, "total_loss": 1.4225846704066498} {"data_time": 0.017314231023192406, "eta_seconds": 105.79584442265332, "iteration": 269859, "loss_fcos_cls": 0.20490524472552352, "loss_fcos_ctr": 0.6138560688123107, "loss_fcos_loc": 0.16433870291803032, "loss_mask": 0.23866079933941364, "loss_maskiou": 0.00475968630053103, "loss_sem_seg": 0.19574287300929427, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8925878684807256, "mask_rcnn/false_negative": 0.07509059353245934, "mask_rcnn/false_positive": 0.14388326566441623, "roi_head/num_bg_samples": 53.5, "roi_head/num_fg_samples": 30.0, "time": 0.7457043677568436, "total_loss": 1.4093073104231735} {"data_time": 0.01666501723229885, "eta_seconds": 90.83819516282529, "iteration": 269879, "loss_fcos_cls": 0.20038949116133153, "loss_fcos_ctr": 0.6137741194106638, "loss_fcos_loc": 0.17027006042189896, "loss_mask": 0.24925453402101994, "loss_maskiou": 0.004655982735130237, "loss_sem_seg": 0.18970307079143822, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.9004049003322259, "mask_rcnn/false_negative": 0.07261033245602369, "mask_rcnn/false_positive": 0.14303052787130277, "roi_head/num_bg_samples": 56.0, "roi_head/num_fg_samples": 30.0, "time": 0.7632542876526713, "total_loss": 1.4447061397731886} {"data_time": 0.01681655365973711, "eta_seconds": 75.84448611363769, "iteration": 269899, "loss_fcos_cls": 0.19150102511048317, "loss_fcos_ctr": 0.6154770222492516, "loss_fcos_loc": 0.17240471977856942, "loss_mask": 0.25667756889015436, "loss_maskiou": 0.004383609557407908, "loss_sem_seg": 0.1947967247106135, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8825186837029895, "mask_rcnn/false_negative": 0.09335210071352731, "mask_rcnn/false_positive": 0.13351720675298911, "roi_head/num_bg_samples": 60.0, "roi_head/num_fg_samples": 34.0, "time": 0.762171390466392, "total_loss": 1.4447283784829779} {"data_time": 0.016592166386544704, "eta_seconds": 60.870746553875506, "iteration": 269919, "loss_fcos_cls": 0.20244284856016748, "loss_fcos_ctr": 0.6157312830910087, "loss_fcos_loc": 0.16550046345219016, "loss_mask": 0.24892961885780096, "loss_maskiou": 0.004632304633560125, "loss_sem_seg": 0.17377820797264576, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8867736056410869, "mask_rcnn/false_negative": 0.09934335727674273, "mask_rcnn/false_positive": 0.11478113927493996, "roi_head/num_bg_samples": 57.0, "roi_head/num_fg_samples": 27.75, "time": 0.7708518067374825, "total_loss": 1.4341362665654742} {"data_time": 0.015252492390573025, "eta_seconds": 45.84093258995563, "iteration": 269939, "loss_fcos_cls": 0.19171933934558183, "loss_fcos_ctr": 0.6139915473759174, "loss_fcos_loc": 0.1595990743371658, "loss_mask": 0.2431915756314993, "loss_maskiou": 0.0042464339203434065, "loss_sem_seg": 0.1655498391482979, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8898102986609171, "mask_rcnn/false_negative": 0.10200119940993355, "mask_rcnn/false_positive": 0.11407455330245053, "roi_head/num_bg_samples": 53.0, "roi_head/num_fg_samples": 25.75, "time": 0.7400929303839803, "total_loss": 1.3895271396177122} {"data_time": 0.016112194396555424, "eta_seconds": 30.788355749100447, "iteration": 269959, "loss_fcos_cls": 0.20117973163723946, "loss_fcos_ctr": 0.6146226404234767, "loss_fcos_loc": 0.15609651303384453, "loss_mask": 0.24673819448798895, "loss_maskiou": 0.0046866988650435815, "loss_sem_seg": 0.18288268172182143, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8992958721950319, "mask_rcnn/false_negative": 0.08687199907842727, "mask_rcnn/false_positive": 0.12987509919831564, "roi_head/num_bg_samples": 54.25, "roi_head/num_fg_samples": 28.0, "time": 0.7369989678263664, "total_loss": 1.4266307045254507} {"data_time": 0.01587250828742981, "eta_seconds": 15.781304662115872, "iteration": 269979, "loss_fcos_cls": 0.19257906533312052, "loss_fcos_ctr": 0.6137777445837855, "loss_fcos_loc": 0.1600873318966478, "loss_mask": 0.24800110328942537, "loss_maskiou": 0.0045022138801869005, "loss_sem_seg": 0.20095838094130158, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8927187072011904, "mask_rcnn/false_negative": 0.0862506472111374, "mask_rcnn/false_positive": 0.11879143224146532, "roi_head/num_bg_samples": 50.0, "roi_head/num_fg_samples": 26.25, "time": 0.7682355064898729, "total_loss": 1.419694530453853} {"bbox/AP": 41.38092676299824, "bbox/AP-airplane": 68.39289568778885, "bbox/AP-apple": 21.02502137358557, "bbox/AP-backpack": 17.14391417096591, "bbox/AP-banana": 24.577382655733164, "bbox/AP-baseball bat": 27.098438289031527, "bbox/AP-baseball glove": 35.936479540462514, "bbox/AP-bear": 71.44720765605727, "bbox/AP-bed": 38.640912080816896, "bbox/AP-bench": 24.13472419813365, "bbox/AP-bicycle": 30.84261702606783, "bbox/AP-bird": 35.5364518634896, "bbox/AP-boat": 26.484864338783705, "bbox/AP-book": 13.257143700129811, "bbox/AP-bottle": 37.937369873263044, "bbox/AP-bowl": 41.45142787961858, "bbox/AP-broccoli": 24.365400948867517, "bbox/AP-bus": 66.25528611593666, "bbox/AP-cake": 36.83287436772137, "bbox/AP-car": 45.437590986003364, "bbox/AP-carrot": 22.265486596829877, "bbox/AP-cat": 69.69217954691071, "bbox/AP-cell phone": 35.314335784120864, "bbox/AP-chair": 28.319747743426866, "bbox/AP-clock": 48.945912405247455, "bbox/AP-couch": 45.904735677395955, "bbox/AP-cow": 58.427944822037915, "bbox/AP-cup": 41.01582825894503, "bbox/AP-dining table": 27.696002637692267, "bbox/AP-dog": 59.249874488869516, "bbox/AP-donut": 45.34581374001979, "bbox/AP-elephant": 65.31930570816809, "bbox/AP-fire hydrant": 68.21030825104286, "bbox/AP-fork": 29.29320768398147, "bbox/AP-frisbee": 66.89805749026837, "bbox/AP-giraffe": 68.394921385081, "bbox/AP-hair drier": 3.0817739353163853, "bbox/AP-handbag": 15.710422029413776, "bbox/AP-horse": 57.35006255504808, "bbox/AP-hot dog": 34.2158469094614, "bbox/AP-keyboard": 48.769648566105886, "bbox/AP-kite": 42.714274085717754, "bbox/AP-knife": 15.647650647155695, "bbox/AP-laptop": 59.904308306201735, "bbox/AP-microwave": 57.589732974936055, "bbox/AP-motorcycle": 43.373828960078875, "bbox/AP-mouse": 63.10716488006719, "bbox/AP-orange": 31.975278410697346, "bbox/AP-oven": 34.97638553560343, "bbox/AP-parking meter": 48.92512376315078, "bbox/AP-person": 55.790970378514324, "bbox/AP-pizza": 51.68385905889807, "bbox/AP-potted plant": 27.143407577856806, "bbox/AP-refrigerator": 54.65151006651104, "bbox/AP-remote": 30.345423171287933, "bbox/AP-sandwich": 35.268761610277686, "bbox/AP-scissors": 26.057897822058173, "bbox/AP-sheep": 54.50768343889661, "bbox/AP-sink": 36.13920826410663, "bbox/AP-skateboard": 52.64949630539283, "bbox/AP-skis": 20.709934698301424, "bbox/AP-snowboard": 29.902729481484762, "bbox/AP-spoon": 14.138696066611573, "bbox/AP-sports ball": 45.097363626256545, "bbox/AP-stop sign": 65.48565670212466, "bbox/AP-suitcase": 38.602836852072514, "bbox/AP-surfboard": 34.727124639367815, "bbox/AP-teddy bear": 47.424206749116784, "bbox/AP-tennis racket": 46.94081396367527, "bbox/AP-tie": 32.43232519585205, "bbox/AP-toaster": 29.412740724621916, "bbox/AP-toilet": 62.45794987804205, "bbox/AP-toothbrush": 21.279620545381555, "bbox/AP-traffic light": 27.96451279553187, "bbox/AP-train": 65.71019993675387, "bbox/AP-truck": 38.48222912468405, "bbox/AP-tv": 55.922908380563655, "bbox/AP-umbrella": 40.39044465824378, "bbox/AP-vase": 38.0475467450744, "bbox/AP-wine glass": 36.583595141217096, "bbox/AP-zebra": 70.08932090963322, "bbox/AP50": 59.581734764971394, "bbox/AP75": 45.02335087713914, "bbox/APl": 53.399780610109396, "bbox/APm": 44.950038772877605, "bbox/APs": 24.51781298201065, "data_time": 0.017440682277083397, "eta_seconds": 0.7510400013998151, "iteration": 269999, "loss_fcos_cls": 0.18989144847728312, "loss_fcos_ctr": 0.6168831950053573, "loss_fcos_loc": 0.16370982711669058, "loss_mask": 0.2492880946956575, "loss_maskiou": 0.004609669686033158, "loss_sem_seg": 0.1928525143302977, "lr": 0.00010000000000000002, "mask_rcnn/accuracy": 0.8722576813179858, "mask_rcnn/false_negative": 0.10492855668524928, "mask_rcnn/false_positive": 0.12450655582654709, "panoptic_seg/PQ": 41.9776408462311, "panoptic_seg/PQ_st": 31.83402362769424, "panoptic_seg/PQ_th": 48.697787253511734, "panoptic_seg/RQ": 50.985320036767334, "panoptic_seg/RQ_st": 40.286990416578696, "panoptic_seg/RQ_th": 58.07296341014233, "panoptic_seg/SQ": 79.42176265501627, "panoptic_seg/SQ_st": 74.45000344569021, "panoptic_seg/SQ_th": 82.71555313119478, "roi_head/num_bg_samples": 60.25, "roi_head/num_fg_samples": 28.75, "segm/AP": 37.2849894927622, "segm/AP-airplane": 52.83406113677766, "segm/AP-apple": 19.913814657593605, "segm/AP-backpack": 16.575693118966733, "segm/AP-banana": 20.221681966747497, "segm/AP-baseball bat": 24.07055704618837, "segm/AP-baseball glove": 38.74781790605438, "segm/AP-bear": 68.1283082913172, "segm/AP-bed": 31.762368265309444, "segm/AP-bench": 17.81200192874454, "segm/AP-bicycle": 18.46588636542928, "segm/AP-bird": 28.700604389404294, "segm/AP-boat": 23.634795391686065, "segm/AP-book": 9.25389852753867, "segm/AP-bottle": 36.44471633111583, "segm/AP-bowl": 38.18736803636333, "segm/AP-broccoli": 22.828179605901873, "segm/AP-bus": 64.224903078841, "segm/AP-cake": 36.1525023013615, "segm/AP-car": 41.159686608564144, "segm/AP-carrot": 21.236023442593023, "segm/AP-cat": 69.20391340539766, "segm/AP-cell phone": 34.021335672203165, "segm/AP-chair": 20.133893834630733, "segm/AP-clock": 49.69905299460237, "segm/AP-couch": 38.85504925656127, "segm/AP-cow": 49.5264491741431, "segm/AP-cup": 40.33486192478732, "segm/AP-dining table": 16.2532314551853, "segm/AP-dog": 57.215356163021134, "segm/AP-donut": 44.38430464758286, "segm/AP-elephant": 58.38083003482152, "segm/AP-fire hydrant": 63.439156353146764, "segm/AP-fork": 14.088213833519722, "segm/AP-frisbee": 63.488796848374896, "segm/AP-giraffe": 53.83794698412305, "segm/AP-hair drier": 2.9324197062405424, "segm/AP-handbag": 14.03237945589248, "segm/AP-horse": 41.50817762441852, "segm/AP-hot dog": 30.665452844596086, "segm/AP-keyboard": 47.22309976204713, "segm/AP-kite": 31.912951577001575, "segm/AP-knife": 11.351203663289777, "segm/AP-laptop": 59.36867939721133, "segm/AP-microwave": 56.40305202417182, "segm/AP-motorcycle": 33.84103989924313, "segm/AP-mouse": 62.54512613581903, "segm/AP-orange": 31.245056426171963, "segm/AP-oven": 31.876812782923153, "segm/AP-parking meter": 48.76767258252534, "segm/AP-person": 47.81549905594794, "segm/AP-pizza": 50.36780142237344, "segm/AP-potted plant": 22.22423905127828, "segm/AP-refrigerator": 56.24315842800859, "segm/AP-remote": 28.616778160081967, "segm/AP-sandwich": 35.85256652851319, "segm/AP-scissors": 19.525158517527853, "segm/AP-sheep": 45.351244110008096, "segm/AP-sink": 33.90343078303009, "segm/AP-skateboard": 32.83223888003631, "segm/AP-skis": 3.9746657679432342, "segm/AP-snowboard": 20.32950543157274, "segm/AP-spoon": 9.324995792674278, "segm/AP-sports ball": 43.79370553317495, "segm/AP-stop sign": 63.09446148353919, "segm/AP-suitcase": 39.955279111129414, "segm/AP-surfboard": 31.487927885796573, "segm/AP-teddy bear": 44.57306918545976, "segm/AP-tennis racket": 52.701034192629756, "segm/AP-tie": 31.41525287628965, "segm/AP-toaster": 27.412896228894144, "segm/AP-toilet": 60.547908223278654, "segm/AP-toothbrush": 14.776581651033647, "segm/AP-traffic light": 27.255327212772436, "segm/AP-train": 62.691299102279764, "segm/AP-truck": 37.33193085902935, "segm/AP-tv": 57.535098835094956, "segm/AP-umbrella": 46.57267251730039, "segm/AP-vase": 35.81108186529181, "segm/AP-wine glass": 32.956373035513806, "segm/AP-zebra": 59.635592833320004, "segm/AP50": 56.542047042940624, "segm/AP75": 40.57762388856591, "segm/APl": 53.15550470653297, "segm/APm": 40.23770839983233, "segm/APs": 18.380487855673223, "sem_seg/fwIoU": 69.35694806598137, "sem_seg/mACC": 54.73417018488642, "sem_seg/mIoU": 42.95915819932005, "sem_seg/pACC": 80.74990346606774, "time": 0.7410070560872555, "total_loss": 1.4153762572750566}