yolov7_x_20230110_165832.json

{"lr": 6.125000000000001e-05, "data_time": 0.017159924507141114, "loss": 2.080047092437744, "loss_cls": 0.49937729418277743, "loss_obj": 0.22166404455900193, "loss_bbox": 1.359005744457245, "time": 0.9511400938034058, "epoch": 1, "step": 50}
{"lr": 0.00012375, "data_time": 0.0009120225906372071, "loss": 1.8872174549102783, "loss_cls": 0.43876276552677157, "loss_obj": 0.17972209334373473, "loss_bbox": 1.2687325978279114, "time": 0.8074733066558838, "epoch": 1, "step": 100}
{"lr": 0.00018625000000000003, "data_time": 0.0009610891342163086, "loss": 1.7270064306259156, "loss_cls": 0.38083010315895083, "loss_obj": 0.17026765674352645, "loss_bbox": 1.1759086656570434, "time": 0.8073083066940308, "epoch": 1, "step": 150}
{"lr": 0.00029743394076896235, "data_time": 0.011008310317993163, "loss": 1.4565780758857727, "loss_cls": 0.27184334099292756, "loss_obj": 0.17741193130612373, "loss_bbox": 1.0073228037357331, "time": 0.8198670816421508, "epoch": 2, "step": 239}
{"lr": 0.00035992006277924855, "data_time": 0.0010187816619873047, "loss": 1.3074546885490417, "loss_cls": 0.23970748126506805, "loss_obj": 0.17327432870864867, "loss_bbox": 0.894472885131836, "time": 0.8085257816314697, "epoch": 2, "step": 289}
{"lr": 0.00042240618478953476, "data_time": 0.0010424137115478515, "loss": 1.222305326461792, "loss_cls": 0.216038556098938, "loss_obj": 0.16131889551877976, "loss_bbox": 0.8449478793144226, "time": 0.8089798021316529, "epoch": 2, "step": 339}
{"lr": 0.0005332760448343654, "data_time": 0.011466174125671387, "loss": 1.0909088897705077, "loss_cls": 0.1882805597782135, "loss_obj": 0.14509376242756844, "loss_bbox": 0.7575345659255981, "time": 0.8207798624038696, "epoch": 3, "step": 428}
{"lr": 0.0005957205465714106, "data_time": 0.0010644960403442382, "loss": 1.0416071784496308, "loss_cls": 0.17426459595561028, "loss_obj": 0.1427193373441696, "loss_bbox": 0.724623247385025, "time": 0.8099897623062133, "epoch": 3, "step": 478}
{"lr": 0.0006581650483084557, "data_time": 0.001047368049621582, "loss": 1.0031969809532166, "loss_cls": 0.16372034549713135, "loss_obj": 0.1391470719873905, "loss_bbox": 0.7003295540809631, "time": 0.8097251319885254, "epoch": 3, "step": 528}
{"lr": 0.0007684622207349672, "data_time": 0.014049968719482421, "loss": 0.9304689359664917, "loss_cls": 0.14444313153624536, "loss_obj": 0.13067602694034577, "loss_bbox": 0.6553497803211212, "time": 0.8233927774429322, "epoch": 4, "step": 617}
{"lr": 0.0008308374009894289, "data_time": 0.001071324348449707, "loss": 0.8926201820373535, "loss_cls": 0.13242741003632547, "loss_obj": 0.12826780289411543, "loss_bbox": 0.6319249749183655, "time": 0.8112256574630737, "epoch": 4, "step": 667}
{"lr": 0.0008932125812438905, "data_time": 0.0010749101638793945, "loss": 0.873604040145874, "loss_cls": 0.12730444625020026, "loss_obj": 0.12437457293272018, "loss_bbox": 0.6219250237941742, "time": 0.8120752906799317, "epoch": 4, "step": 717}
{"lr": 0.001002679438188962, "data_time": 0.013643560409545898, "loss": 0.7924579966068268, "loss_cls": 0.10165240481495857, "loss_obj": 0.11103857547044754, "loss_bbox": 0.5797670149803161, "time": 0.8223369264602661, "epoch": 5, "step": 806}
{"lr": 0.0010649576641634316, "data_time": 0.001064910888671875, "loss": 0.7645906984806061, "loss_cls": 0.0946246126294136, "loss_obj": 0.1105232760310173, "loss_bbox": 0.5594428110122681, "time": 0.8097909021377564, "epoch": 5, "step": 856}
{"lr": 0.0011272358901379014, "data_time": 0.0010489368438720704, "loss": 0.7271833670139313, "loss_cls": 0.08722897902131081, "loss_obj": 0.10289057135581971, "loss_bbox": 0.5370638155937195, "time": 0.8086087226867675, "epoch": 5, "step": 906}
{"lr": 0.0012356162434352565, "data_time": 0.012558493614196777, "loss": 0.7065961027145385, "loss_cls": 0.08780643820762635, "loss_obj": 0.09614518091082573, "loss_bbox": 0.5226444840431214, "time": 0.8205313110351562, "epoch": 6, "step": 995}
{"lr": 0.001243074691584765, "data_time": 0.0010011816024780274, "loss": 0.6737349689006805, "loss_cls": 0.07470391474664212, "loss_obj": 0.0945853628218174, "loss_bbox": 0.5044456946849823, "time": 0.8088859558105469, "epoch": 6, "step": 1045}
{"lr": 0.001243074691584765, "data_time": 0.0009803009033203126, "loss": 0.6521188282966613, "loss_cls": 0.07593608662486076, "loss_obj": 0.09102980762720109, "loss_bbox": 0.4851529347896576, "time": 0.8092374086380005, "epoch": 6, "step": 1095}
{"lr": 0.001243074691584765, "data_time": 0.011945986747741699, "loss": 0.6200578534603118, "loss_cls": 0.06322162605822086, "loss_obj": 0.09174027591943741, "loss_bbox": 0.4650959503650665, "time": 0.8199213171005248, "epoch": 7, "step": 1184}
{"lr": 0.001243074691584765, "data_time": 0.0009636306762695313, "loss": 0.6003387939929962, "loss_cls": 0.055966733284294606, "loss_obj": 0.090198939666152, "loss_bbox": 0.4541731196641922, "time": 0.8090481615066528, "epoch": 7, "step": 1234}
{"lr": 0.001243074691584765, "data_time": 0.0009721469879150391, "loss": 0.6005770421028137, "loss_cls": 0.05484302267432213, "loss_obj": 0.09280508756637573, "loss_bbox": 0.4529289311170578, "time": 0.810312671661377, "epoch": 7, "step": 1284}
{"lr": 0.0012400365785348874, "data_time": 0.014371075630187989, "loss": 0.5786459195613861, "loss_cls": 0.055380630493164065, "loss_obj": 0.08611597374081612, "loss_bbox": 0.4371493148803711, "time": 0.8226333808898926, "epoch": 8, "step": 1373}
{"lr": 0.0012400365785348874, "data_time": 0.0010000944137573242, "loss": 0.5734541285037994, "loss_cls": 0.05170910581946373, "loss_obj": 0.08083165124058724, "loss_bbox": 0.4409133714437485, "time": 0.8087903690338135, "epoch": 8, "step": 1423}
{"lr": 0.0012400365785348874, "data_time": 0.0010060787200927735, "loss": 0.5657023179531098, "loss_cls": 0.05208783857524395, "loss_obj": 0.08773458674550057, "loss_bbox": 0.42587989509105684, "time": 0.8100600385665894, "epoch": 8, "step": 1473}
{"lr": 0.0012364531785905453, "data_time": 0.011986403465270997, "loss": 0.5465669375658035, "loss_cls": 0.045446790158748626, "loss_obj": 0.08796625077724457, "loss_bbox": 0.4131538927555084, "time": 0.8214497327804565, "epoch": 9, "step": 1562}
{"lr": 0.0012364531785905453, "data_time": 0.0009752845764160156, "loss": 0.5360278993844986, "loss_cls": 0.04634456254541874, "loss_obj": 0.08452254690229893, "loss_bbox": 0.4051607894897461, "time": 0.8095249700546264, "epoch": 9, "step": 1612}
{"lr": 0.0012364531785905453, "data_time": 0.0009730386734008789, "loss": 0.5408703976869583, "loss_cls": 0.04744483646005392, "loss_obj": 0.08144339062273502, "loss_bbox": 0.4119821697473526, "time": 0.8080771684646606, "epoch": 9, "step": 1662}
{"lr": 0.001232328028134855, "data_time": 0.011259207725524903, "loss": 0.5294061511754989, "loss_cls": 0.04265166897326708, "loss_obj": 0.08179081067442893, "loss_bbox": 0.4049636745452881, "time": 0.8197932481765747, "epoch": 10, "step": 1751}
{"lr": 0.001232328028134855, "data_time": 0.0009882593154907228, "loss": 0.5162913304567337, "loss_cls": 0.036942400559782984, "loss_obj": 0.08095981396734714, "loss_bbox": 0.39838911771774294, "time": 0.8096295261383056, "epoch": 10, "step": 1801}
{"lr": 0.001232328028134855, "data_time": 0.0009635829925537109, "loss": 0.5152275019884109, "loss_cls": 0.04285604387521744, "loss_obj": 0.07974163122475147, "loss_bbox": 0.39262982666492463, "time": 0.8094088125228882, "epoch": 10, "step": 1851}
{"lr": 0.0012276651981932803, "data_time": 0.013855104446411132, "loss": 0.5007839792966843, "loss_cls": 0.03670133337378502, "loss_obj": 0.08005581833422185, "loss_bbox": 0.3840268290042877, "time": 0.8231180667877197, "epoch": 11, "step": 1940}
{"lr": 0.0012276651981932803, "data_time": 0.0009851694107055665, "loss": 0.4995195323228836, "loss_cls": 0.03809430770576, "loss_obj": 0.07826039485633374, "loss_bbox": 0.38316483318805694, "time": 0.8094332456588745, "epoch": 11, "step": 1990}
{"lr": 0.0012276651981932803, "data_time": 0.0009932756423950196, "loss": 0.5008174055814743, "loss_cls": 0.03705812435597181, "loss_obj": 0.07622931785881519, "loss_bbox": 0.38752996385097505, "time": 0.8089783525466919, "epoch": 11, "step": 2040}
{"lr": 0.001222469290416024, "data_time": 0.011826171875, "loss": 0.4914604848623276, "loss_cls": 0.03907610177993774, "loss_obj": 0.07511484771966934, "loss_bbox": 0.377269532084465, "time": 0.81885169506073, "epoch": 12, "step": 2129}
{"lr": 0.001222469290416024, "data_time": 0.0009951019287109376, "loss": 0.4903170800209045, "loss_cls": 0.035840207412838936, "loss_obj": 0.07414574265480041, "loss_bbox": 0.3803311258554459, "time": 0.8077287530899048, "epoch": 12, "step": 2179}
{"lr": 0.001222469290416024, "data_time": 0.001006298065185547, "loss": 0.49152809143066406, "loss_cls": 0.034474826119840145, "loss_obj": 0.07689458437263966, "loss_bbox": 0.38015868186950685, "time": 0.80886221408844, "epoch": 12, "step": 2229}
{"lr": 0.0012167454325367518, "data_time": 0.011273355484008788, "loss": 0.48558844029903414, "loss_cls": 0.03398668080568314, "loss_obj": 0.07792367674410343, "loss_bbox": 0.37367808520793916, "time": 0.8186180877685547, "epoch": 13, "step": 2318}
{"lr": 0.0012167454325367518, "data_time": 0.0009878063201904297, "loss": 0.48326476812362673, "loss_cls": 0.030234755501151084, "loss_obj": 0.07762130193412303, "loss_bbox": 0.375408707857132, "time": 0.8087862634658813, "epoch": 13, "step": 2368}
{"lr": 0.0012167454325367518, "data_time": 0.0010129594802856445, "loss": 0.4706504631042481, "loss_cls": 0.03163511503487825, "loss_obj": 0.07638741068542004, "loss_bbox": 0.362627934217453, "time": 0.8093740177154541, "epoch": 13, "step": 2418}
{"lr": 0.0012104992733121414, "data_time": 0.012312583923339844, "loss": 0.4798544204235077, "loss_cls": 0.03332996629178524, "loss_obj": 0.0786698367446661, "loss_bbox": 0.36785461485385895, "time": 0.8188117837905884, "epoch": 14, "step": 2507}
{"lr": 0.0012104992733121414, "data_time": 0.0010084962844848632, "loss": 0.46691865861415865, "loss_cls": 0.032244766168296336, "loss_obj": 0.07428540557622909, "loss_bbox": 0.3603884840011597, "time": 0.8085716009140015, "epoch": 14, "step": 2557}
{"lr": 0.0012104992733121414, "data_time": 0.0010035371780395509, "loss": 0.467995930314064, "loss_cls": 0.028100345470011234, "loss_obj": 0.07741408109664917, "loss_bbox": 0.36248150587081907, "time": 0.8089984226226806, "epoch": 14, "step": 2607}
{"lr": 0.0012037369769472394, "data_time": 0.0116202974319458, "loss": 0.47045744717121124, "loss_cls": 0.03076714262366295, "loss_obj": 0.07429597608745098, "loss_bbox": 0.36539432644844055, "time": 0.8196343231201172, "epoch": 15, "step": 2696}
{"lr": 0.0012037369769472394, "data_time": 0.001007213592529297, "loss": 0.46583943367004393, "loss_cls": 0.026963362228125332, "loss_obj": 0.07732878647744655, "loss_bbox": 0.3615472823381424, "time": 0.8086154985427857, "epoch": 15, "step": 2746}
{"lr": 0.0012037369769472394, "data_time": 0.0010439777374267579, "loss": 0.46086558640003206, "loss_cls": 0.030073693860322236, "loss_obj": 0.07250054702162742, "loss_bbox": 0.3582913446426392, "time": 0.8084607124328613, "epoch": 15, "step": 2796}
{"lr": 0.0011964652170121362, "data_time": 0.011485819816589355, "loss": 0.46098435938358306, "loss_cls": 0.02864560380578041, "loss_obj": 0.07139136791229247, "loss_bbox": 0.360947385430336, "time": 0.8181068229675293, "epoch": 16, "step": 2885}
{"lr": 0.0011964652170121362, "data_time": 0.0010196447372436523, "loss": 0.4574722772836685, "loss_cls": 0.029484546892344952, "loss_obj": 0.07391840294003486, "loss_bbox": 0.354069327712059, "time": 0.8097260999679565, "epoch": 16, "step": 2935}
{"lr": 0.0011964652170121362, "data_time": 0.0010223102569580078, "loss": 0.4647608572244644, "loss_cls": 0.03024648068472743, "loss_obj": 0.07189413450658322, "loss_bbox": 0.36262024343013766, "time": 0.8084164667129516, "epoch": 16, "step": 2985}
{"lr": 0.001188691169855957, "data_time": 0.010087795257568359, "loss": 0.45388170540332795, "loss_cls": 0.026508602499961852, "loss_obj": 0.07515177369117737, "loss_bbox": 0.35222132921218874, "time": 0.8171676111221313, "epoch": 17, "step": 3074}
{"lr": 0.001188691169855957, "data_time": 0.0010257196426391602, "loss": 0.44936352014541625, "loss_cls": 0.025510433297604322, "loss_obj": 0.07357087023556233, "loss_bbox": 0.3502822172641754, "time": 0.8082195854187012, "epoch": 17, "step": 3124}
{"lr": 0.001188691169855957, "data_time": 0.0010428905487060546, "loss": 0.4473620253801346, "loss_cls": 0.020056877117604018, "loss_obj": 0.07590484470129014, "loss_bbox": 0.3514003068208694, "time": 0.8101310873031616, "epoch": 17, "step": 3174}
{"lr": 0.0011804225075246733, "data_time": 0.011645188331604004, "loss": 0.4496109294891357, "loss_cls": 0.025940283965319395, "loss_obj": 0.07147651724517345, "loss_bbox": 0.3521941274404526, "time": 0.8195079135894775, "epoch": 18, "step": 3263}
{"lr": 0.0011804225075246733, "data_time": 0.0010282564163208007, "loss": 0.44953413486480714, "loss_cls": 0.02695410603657365, "loss_obj": 0.0724343340843916, "loss_bbox": 0.3501456940174103, "time": 0.8082557153701783, "epoch": 18, "step": 3313}
{"lr": 0.0011804225075246733, "data_time": 0.0010229206085205077, "loss": 0.44703044056892394, "loss_cls": 0.022405901029706, "loss_obj": 0.07364410944283009, "loss_bbox": 0.35098042905330656, "time": 0.8082678556442261, "epoch": 18, "step": 3363}
{"lr": 0.0011716673901897184, "data_time": 0.012124147415161133, "loss": 0.44091693580150604, "loss_cls": 0.023464545123279095, "loss_obj": 0.07002886112779379, "loss_bbox": 0.34742353022098543, "time": 0.8199196863174438, "epoch": 19, "step": 3452}
{"lr": 0.0011716673901897184, "data_time": 0.0010268259048461913, "loss": 0.450505958199501, "loss_cls": 0.026600229348987342, "loss_obj": 0.07179474785923957, "loss_bbox": 0.3521109801530838, "time": 0.8082965278625488, "epoch": 19, "step": 3502}
{"lr": 0.0011716673901897184, "data_time": 0.0010338783264160155, "loss": 0.44480472564697265, "loss_cls": 0.022930242381989957, "loss_obj": 0.07037215307354927, "loss_bbox": 0.3515023303031921, "time": 0.808253264427185, "epoch": 19, "step": 3552}
{"lr": 0.0011624344580948836, "data_time": 0.013563060760498047, "loss": 0.4371506643295288, "loss_cls": 0.023600161969661713, "loss_obj": 0.07216228552162647, "loss_bbox": 0.3413882178068161, "time": 0.8208011484146118, "epoch": 20, "step": 3641}
{"lr": 0.0011624344580948836, "data_time": 0.0010215950012207032, "loss": 0.4434823191165924, "loss_cls": 0.02637091064825654, "loss_obj": 0.07228336557745933, "loss_bbox": 0.34482804119586946, "time": 0.8092033863067627, "epoch": 20, "step": 3691}
{"lr": 0.0011624344580948836, "data_time": 0.0010387611389160157, "loss": 0.43498037159442904, "loss_cls": 0.02315515050664544, "loss_obj": 0.07047859176993371, "loss_bbox": 0.34134663045406344, "time": 0.8075753355026245, "epoch": 20, "step": 3741}
{"coco/bbox_mAP": 0.552, "coco/bbox_mAP_50": 0.87, "coco/bbox_mAP_75": 0.567, "coco/bbox_mAP_s": 0.5, "coco/bbox_mAP_m": 0.759, "coco/bbox_mAP_l": 0.875, "step": 20}
{"lr": 0.001152732823029441, "data_time": 0.012893686294555664, "loss": 0.43197749614715575, "loss_cls": 0.022186003513634204, "loss_obj": 0.07172520652413368, "loss_bbox": 0.33806628227233887, "time": 0.8195251655578614, "epoch": 21, "step": 3830}
{"lr": 0.001152732823029441, "data_time": 0.001063218116760254, "loss": 0.4427081525325775, "loss_cls": 0.023783154673874377, "loss_obj": 0.06672235250473023, "loss_bbox": 0.35220264196395873, "time": 0.807119402885437, "epoch": 21, "step": 3880}
{"lr": 0.001152732823029441, "data_time": 0.0010504436492919922, "loss": 0.4419568032026291, "loss_cls": 0.023170406706631185, "loss_obj": 0.07157838225364685, "loss_bbox": 0.3472080141305923, "time": 0.8075434827804565, "epoch": 21, "step": 3930}
{"lr": 0.0011425720593359078, "data_time": 0.011175174713134766, "loss": 0.45008750915527346, "loss_cls": 0.027014101631939413, "loss_obj": 0.0726135427504778, "loss_bbox": 0.35045986652374267, "time": 0.819169020652771, "epoch": 22, "step": 4019}
{"lr": 0.0011425720593359078, "data_time": 0.0010178422927856446, "loss": 0.43048020005226134, "loss_cls": 0.025407631322741507, "loss_obj": 0.06801351934671401, "loss_bbox": 0.3370590478181839, "time": 0.8073293399810791, "epoch": 22, "step": 4069}
{"lr": 0.0011425720593359078, "data_time": 0.001030721664428711, "loss": 0.42350724935531614, "loss_cls": 0.022201339807361366, "loss_obj": 0.06917967922985553, "loss_bbox": 0.33212622940540315, "time": 0.8080939435958863, "epoch": 22, "step": 4119}
{"coco/bbox_mAP": 0.564, "coco/bbox_mAP_50": 0.872, "coco/bbox_mAP_75": 0.589, "coco/bbox_mAP_s": 0.512, "coco/bbox_mAP_m": 0.765, "coco/bbox_mAP_l": 0.887, "step": 22}
{"lr": 0.0011319621944613258, "data_time": 0.009600863456726075, "loss": 0.4332767808437347, "loss_cls": 0.02284678043797612, "loss_obj": 0.07026467718183994, "loss_bbox": 0.34016532003879546, "time": 0.8161154794692993, "epoch": 23, "step": 4208}
{"lr": 0.0011319621944613258, "data_time": 0.0010397052764892578, "loss": 0.4293563210964203, "loss_cls": 0.02346752098761499, "loss_obj": 0.06944629430770874, "loss_bbox": 0.33644250631332395, "time": 0.8082352066040039, "epoch": 23, "step": 4258}
{"lr": 0.0011319621944613258, "data_time": 0.0010529375076293946, "loss": 0.4406060713529587, "loss_cls": 0.02393080262467265, "loss_obj": 0.07203172057867051, "loss_bbox": 0.3446435487270355, "time": 0.808513011932373, "epoch": 23, "step": 4308}
{"lr": 0.0011209136990613816, "data_time": 0.010493154525756837, "loss": 0.4314113050699234, "loss_cls": 0.02125671662390232, "loss_obj": 0.0709601092338562, "loss_bbox": 0.33919447898864746, "time": 0.8185580968856812, "epoch": 24, "step": 4397}
{"lr": 0.0011209136990613816, "data_time": 0.0010505104064941406, "loss": 0.42615904211997985, "loss_cls": 0.0216641937289387, "loss_obj": 0.07072565607726573, "loss_bbox": 0.3337691915035248, "time": 0.8092553091049194, "epoch": 24, "step": 4447}
{"lr": 0.0011209136990613816, "data_time": 0.0010472869873046876, "loss": 0.42745822489261626, "loss_cls": 0.024726697988808156, "loss_obj": 0.07011727027595044, "loss_bbox": 0.33261425495147706, "time": 0.8080455255508423, "epoch": 24, "step": 4497}
{"coco/bbox_mAP": 0.56, "coco/bbox_mAP_50": 0.874, "coco/bbox_mAP_75": 0.564, "coco/bbox_mAP_s": 0.516, "coco/bbox_mAP_m": 0.757, "coco/bbox_mAP_l": 0.911, "step": 24}
{"lr": 0.0011094374766671335, "data_time": 0.012825074195861817, "loss": 0.419186509847641, "loss_cls": 0.018170506786555053, "loss_obj": 0.0718797716498375, "loss_bbox": 0.32913622975349427, "time": 0.8190213537216187, "epoch": 25, "step": 4586}
{"lr": 0.0011094374766671335, "data_time": 0.0010435819625854493, "loss": 0.42499780356884004, "loss_cls": 0.019687068462371827, "loss_obj": 0.06877460315823555, "loss_bbox": 0.3365361326932907, "time": 0.8085422992706299, "epoch": 25, "step": 4636}
{"lr": 0.0011094374766671335, "data_time": 0.0010551643371582032, "loss": 0.4223851996660233, "loss_cls": 0.02042887408286333, "loss_obj": 0.06714524753391743, "loss_bbox": 0.33481107831001283, "time": 0.8089145374298096, "epoch": 25, "step": 4686}
{"lr": 0.0010975448529245441, "data_time": 0.01306900978088379, "loss": 0.41408202350139617, "loss_cls": 0.021423253510147334, "loss_obj": 0.06827535592019558, "loss_bbox": 0.32438341557979583, "time": 0.8203233194351196, "epoch": 26, "step": 4775}
{"lr": 0.0010975448529245441, "data_time": 0.0010538196563720703, "loss": 0.41138309240341187, "loss_cls": 0.01736013200134039, "loss_obj": 0.06514252863824367, "loss_bbox": 0.3288804340362549, "time": 0.8077125120162963, "epoch": 26, "step": 4825}
{"lr": 0.0010975448529245441, "data_time": 0.0010617113113403321, "loss": 0.41914806485176087, "loss_cls": 0.018941169874742626, "loss_obj": 0.06539184413850307, "loss_bbox": 0.3348150491714478, "time": 0.8071659564971924, "epoch": 26, "step": 4875}
{"coco/bbox_mAP": 0.568, "coco/bbox_mAP_50": 0.877, "coco/bbox_mAP_75": 0.585, "coco/bbox_mAP_s": 0.512, "coco/bbox_mAP_m": 0.773, "coco/bbox_mAP_l": 0.901, "step": 26}
{"lr": 0.001085247564417433, "data_time": 0.01332242488861084, "loss": 0.42124772429466245, "loss_cls": 0.01923013720661402, "loss_obj": 0.07068179495632648, "loss_bbox": 0.3313357937335968, "time": 0.8198357629776001, "epoch": 27, "step": 4964}
{"lr": 0.001085247564417433, "data_time": 0.0010598659515380859, "loss": 0.42140323042869565, "loss_cls": 0.0244528117030859, "loss_obj": 0.06964435108006001, "loss_bbox": 0.3273060694336891, "time": 0.8086294460296631, "epoch": 27, "step": 5014}
{"lr": 0.001085247564417433, "data_time": 0.0010523128509521485, "loss": 0.4273337519168854, "loss_cls": 0.021742894649505615, "loss_obj": 0.06993921913206577, "loss_bbox": 0.33565163671970366, "time": 0.8077650260925293, "epoch": 27, "step": 5064}
{"lr": 0.0010725577470848875, "data_time": 0.012887301445007325, "loss": 0.4156333923339844, "loss_cls": 0.019942977642640473, "loss_obj": 0.06657682366669178, "loss_bbox": 0.3291135913133621, "time": 0.8203566503524781, "epoch": 28, "step": 5153}
{"lr": 0.0010725577470848875, "data_time": 0.0010448312759399414, "loss": 0.419089537858963, "loss_cls": 0.01762495445087552, "loss_obj": 0.06698955185711383, "loss_bbox": 0.3344750314950943, "time": 0.8078978824615478, "epoch": 28, "step": 5203}
{"lr": 0.0010725577470848875, "data_time": 0.001067814826965332, "loss": 0.41338070869445803, "loss_cls": 0.0195009667892009, "loss_obj": 0.06824225589632987, "loss_bbox": 0.3256374841928482, "time": 0.8084069204330444, "epoch": 28, "step": 5253}
{"coco/bbox_mAP": 0.574, "coco/bbox_mAP_50": 0.877, "coco/bbox_mAP_75": 0.585, "coco/bbox_mAP_s": 0.53, "coco/bbox_mAP_m": 0.772, "coco/bbox_mAP_l": 0.92, "step": 28}
{"lr": 0.0010594879242445544, "data_time": 0.012175631523132325, "loss": 0.40816074490547183, "loss_cls": 0.018954759519547223, "loss_obj": 0.06552444100379944, "loss_bbox": 0.32368154466152194, "time": 0.8185969543457031, "epoch": 29, "step": 5342}
{"lr": 0.0010594879242445544, "data_time": 0.001069035530090332, "loss": 0.4239773505926132, "loss_cls": 0.02189848858863115, "loss_obj": 0.06711298823356629, "loss_bbox": 0.3349658733606338, "time": 0.8076742792129517, "epoch": 29, "step": 5392}
{"lr": 0.0010594879242445544, "data_time": 0.0010596036911010743, "loss": 0.42628740310668944, "loss_cls": 0.019619012093171476, "loss_obj": 0.06705948114395141, "loss_bbox": 0.33960891008377075, "time": 0.806942629814148, "epoch": 29, "step": 5442}
{"lr": 0.0010460509942336379, "data_time": 0.013322715759277343, "loss": 0.4252529990673065, "loss_cls": 0.01917645152658224, "loss_obj": 0.0731883455067873, "loss_bbox": 0.3328881996870041, "time": 0.8217780017852783, "epoch": 30, "step": 5531}
{"lr": 0.0010460509942336379, "data_time": 0.0010747814178466797, "loss": 0.4083300107717514, "loss_cls": 0.020393731109797954, "loss_obj": 0.06831483721733093, "loss_bbox": 0.3196214431524277, "time": 0.8096728277206421, "epoch": 30, "step": 5581}
{"lr": 0.0010460509942336379, "data_time": 0.0010586690902709961, "loss": 0.4036222440004349, "loss_cls": 0.0154823830537498, "loss_obj": 0.06994939118623733, "loss_bbox": 0.31819047093391417, "time": 0.8090948390960694, "epoch": 30, "step": 5631}
{"coco/bbox_mAP": 0.576, "coco/bbox_mAP_50": 0.881, "coco/bbox_mAP_75": 0.587, "coco/bbox_mAP_s": 0.522, "coco/bbox_mAP_m": 0.774, "coco/bbox_mAP_l": 0.887, "step": 30}
{"lr": 0.0010322602176797992, "data_time": 0.012481279373168945, "loss": 0.4113130593299866, "loss_cls": 0.019635816346853973, "loss_obj": 0.06771288193762302, "loss_bbox": 0.32396436035633086, "time": 0.8197607469558715, "epoch": 31, "step": 5720}
{"lr": 0.0010322602176797992, "data_time": 0.0010878610610961913, "loss": 0.40143374979496005, "loss_cls": 0.018118911953642965, "loss_obj": 0.06410326153039932, "loss_bbox": 0.31921157777309417, "time": 0.8078400039672852, "epoch": 31, "step": 5770}
{"lr": 0.0010322602176797992, "data_time": 0.0010929441452026368, "loss": 0.4153782385587692, "loss_cls": 0.018612222680822015, "loss_obj": 0.0671533665060997, "loss_bbox": 0.32961264967918397, "time": 0.8087591552734374, "epoch": 31, "step": 5820}
{"lr": 0.0010181292044145163, "data_time": 0.01198519229888916, "loss": 0.4142978382110596, "loss_cls": 0.016451710248366, "loss_obj": 0.06646778054535389, "loss_bbox": 0.33137834787368775, "time": 0.8190843534469604, "epoch": 32, "step": 5909}
{"lr": 0.0010181292044145163, "data_time": 0.0010669755935668946, "loss": 0.4047767120599747, "loss_cls": 0.018116024574264884, "loss_obj": 0.06751926466822625, "loss_bbox": 0.31914142310619353, "time": 0.8093607378005981, "epoch": 32, "step": 5959}
{"lr": 0.0010181292044145163, "data_time": 0.001076183319091797, "loss": 0.4107902312278748, "loss_cls": 0.022130304146558047, "loss_obj": 0.06827624894678593, "loss_bbox": 0.32038368165493014, "time": 0.80789071559906, "epoch": 32, "step": 6009}
{"coco/bbox_mAP": 0.567, "coco/bbox_mAP_50": 0.874, "coco/bbox_mAP_75": 0.565, "coco/bbox_mAP_s": 0.523, "coco/bbox_mAP_m": 0.765, "coco/bbox_mAP_l": 0.891, "step": 32}
{"lr": 0.0010036719000418234, "data_time": 0.01225574016571045, "loss": 0.40159271776676175, "loss_cls": 0.017997054923325775, "loss_obj": 0.06402021557092667, "loss_bbox": 0.31957544922828673, "time": 0.8183423185348511, "epoch": 33, "step": 6098}
{"lr": 0.0010036719000418234, "data_time": 0.0010622024536132812, "loss": 0.40945537984371183, "loss_cls": 0.019784056283533573, "loss_obj": 0.0694432420283556, "loss_bbox": 0.32022808253765106, "time": 0.8080294466018677, "epoch": 33, "step": 6148}
{"lr": 0.0010036719000418234, "data_time": 0.0010655975341796874, "loss": 0.4029945635795593, "loss_cls": 0.01922554902732372, "loss_obj": 0.06325739108026028, "loss_bbox": 0.32051162362098695, "time": 0.8079587984085083, "epoch": 33, "step": 6198}
{"lr": 0.0009889025721756856, "data_time": 0.014576187133789062, "loss": 0.4081545734405518, "loss_cls": 0.018636789917945863, "loss_obj": 0.06687507100403309, "loss_bbox": 0.32264271259307864, "time": 0.8225348138809204, "epoch": 34, "step": 6287}
{"lr": 0.0009889025721756856, "data_time": 0.0010814476013183594, "loss": 0.4047069573402405, "loss_cls": 0.020755373649299146, "loss_obj": 0.06767341442406177, "loss_bbox": 0.3162781685590744, "time": 0.8079752016067505, "epoch": 34, "step": 6337}
{"lr": 0.0009889025721756856, "data_time": 0.00106931209564209, "loss": 0.40590396702289583, "loss_cls": 0.016576366340741513, "loss_obj": 0.06724151149392128, "loss_bbox": 0.3220860850811005, "time": 0.8083399915695191, "epoch": 34, "step": 6387}
{"coco/bbox_mAP": 0.58, "coco/bbox_mAP_50": 0.886, "coco/bbox_mAP_75": 0.607, "coco/bbox_mAP_s": 0.539, "coco/bbox_mAP_m": 0.758, "coco/bbox_mAP_l": 0.914, "step": 34}
{"lr": 0.0009738357963595838, "data_time": 0.010930256843566894, "loss": 0.39733418583869934, "loss_cls": 0.016256565023213626, "loss_obj": 0.06711703471839428, "loss_bbox": 0.3139605855941772, "time": 0.8178442716598511, "epoch": 35, "step": 6476}
{"lr": 0.0009738357963595838, "data_time": 0.0010828685760498047, "loss": 0.4053132927417755, "loss_cls": 0.019104281924664974, "loss_obj": 0.0659821581095457, "loss_bbox": 0.32022685289382935, "time": 0.8079263877868652, "epoch": 35, "step": 6526}
{"lr": 0.0009738357963595838, "data_time": 0.0010700130462646484, "loss": 0.4088558077812195, "loss_cls": 0.019324025260284542, "loss_obj": 0.064972872287035, "loss_bbox": 0.3245589107275009, "time": 0.8085588073730469, "epoch": 35, "step": 6576}
{"lr": 0.0009584864416822148, "data_time": 0.012090601921081544, "loss": 0.40192558586597443, "loss_cls": 0.019677841402590275, "loss_obj": 0.06634763114154339, "loss_bbox": 0.31590011179447175, "time": 0.8197183179855346, "epoch": 36, "step": 6665}
{"lr": 0.0009584864416822148, "data_time": 0.0010665035247802734, "loss": 0.40206607222557067, "loss_cls": 0.015009404802694916, "loss_obj": 0.06742958471179009, "loss_bbox": 0.319627081155777, "time": 0.8091652631759644, "epoch": 36, "step": 6715}
{"lr": 0.0009584864416822148, "data_time": 0.001069788932800293, "loss": 0.3974002408981323, "loss_cls": 0.015008421801030635, "loss_obj": 0.06707024939358235, "loss_bbox": 0.3153215682506561, "time": 0.8084679126739502, "epoch": 36, "step": 6765}
{"coco/bbox_mAP": 0.585, "coco/bbox_mAP_50": 0.887, "coco/bbox_mAP_75": 0.61, "coco/bbox_mAP_s": 0.534, "coco/bbox_mAP_m": 0.781, "coco/bbox_mAP_l": 0.909, "step": 36}
{"lr": 0.0009428696561034951, "data_time": 0.012123398780822754, "loss": 0.40134058594703675, "loss_cls": 0.016007938021793962, "loss_obj": 0.07002611055970193, "loss_bbox": 0.31530653715133666, "time": 0.8190303468704223, "epoch": 37, "step": 6854}
{"lr": 0.0009428696561034951, "data_time": 0.0010759687423706054, "loss": 0.39469785094261167, "loss_cls": 0.015958928698673845, "loss_obj": 0.06724795982241631, "loss_bbox": 0.31149096131324766, "time": 0.8095025968551636, "epoch": 37, "step": 6904}
{"lr": 0.0009428696561034951, "data_time": 0.001070575714111328, "loss": 0.4019713467359543, "loss_cls": 0.018203211277723313, "loss_obj": 0.06703543491661548, "loss_bbox": 0.3167326992750168, "time": 0.807797508239746, "epoch": 37, "step": 6954}
{"lr": 0.0009270008515053534, "data_time": 0.01128401279449463, "loss": 0.38925519824028015, "loss_cls": 0.014625608054921031, "loss_obj": 0.06625625006854534, "loss_bbox": 0.3083733397722244, "time": 0.819073338508606, "epoch": 38, "step": 7043}
{"lr": 0.0009270008515053534, "data_time": 0.0010878372192382813, "loss": 0.398836225271225, "loss_cls": 0.016429343577474356, "loss_obj": 0.06506391808390617, "loss_bbox": 0.3173429656028748, "time": 0.808693242073059, "epoch": 38, "step": 7093}
{"lr": 0.0009270008515053534, "data_time": 0.0010764026641845704, "loss": 0.40327355146408084, "loss_cls": 0.015343754291534424, "loss_obj": 0.0666595895588398, "loss_bbox": 0.3212702077627182, "time": 0.8091421031951904, "epoch": 38, "step": 7143}
{"coco/bbox_mAP": 0.587, "coco/bbox_mAP_50": 0.885, "coco/bbox_mAP_75": 0.619, "coco/bbox_mAP_s": 0.537, "coco/bbox_mAP_m": 0.775, "coco/bbox_mAP_l": 0.904, "step": 38}
{"lr": 0.000910895688482064, "data_time": 0.012496910095214843, "loss": 0.391508606672287, "loss_cls": 0.016018289970234037, "loss_obj": 0.06574417114257812, "loss_bbox": 0.30974614500999453, "time": 0.8192299938201905, "epoch": 39, "step": 7232}
{"lr": 0.000910895688482064, "data_time": 0.0010791778564453124, "loss": 0.38958189010620115, "loss_cls": 0.015485923970118165, "loss_obj": 0.06307802531868219, "loss_bbox": 0.31101794183254244, "time": 0.807080659866333, "epoch": 39, "step": 7282}
{"lr": 0.000910895688482064, "data_time": 0.0010669374465942384, "loss": 0.3959217023849487, "loss_cls": 0.016641375748440622, "loss_obj": 0.06355148285627366, "loss_bbox": 0.3157288414239883, "time": 0.8066707181930542, "epoch": 39, "step": 7332}
{"lr": 0.0008945700608851315, "data_time": 0.013851509094238282, "loss": 0.3864438855648041, "loss_cls": 0.015611835392192006, "loss_obj": 0.06315898023545742, "loss_bbox": 0.3076730704307556, "time": 0.8202854776382447, "epoch": 40, "step": 7421}
{"lr": 0.0008945700608851315, "data_time": 0.0010689449310302733, "loss": 0.3988004636764526, "loss_cls": 0.01487189502455294, "loss_obj": 0.06695007547736168, "loss_bbox": 0.3169784933328629, "time": 0.809600043296814, "epoch": 40, "step": 7471}
{"lr": 0.0008945700608851315, "data_time": 0.0010669422149658203, "loss": 0.3851874512434006, "loss_cls": 0.016085224747657775, "loss_obj": 0.06639497227966785, "loss_bbox": 0.302707254588604, "time": 0.8091074323654175, "epoch": 40, "step": 7521}
{"coco/bbox_mAP": 0.587, "coco/bbox_mAP_50": 0.887, "coco/bbox_mAP_75": 0.618, "coco/bbox_mAP_s": 0.539, "coco/bbox_mAP_m": 0.778, "coco/bbox_mAP_l": 0.881, "step": 40}
{"lr": 0.0008780400801379765, "data_time": 0.011733083724975587, "loss": 0.39249745368957517, "loss_cls": 0.01619499722495675, "loss_obj": 0.06391483426094055, "loss_bbox": 0.3123876225948334, "time": 0.8189256811141967, "epoch": 41, "step": 7610}
{"lr": 0.0008780400801379765, "data_time": 0.0010769701004028321, "loss": 0.38851103603839876, "loss_cls": 0.016163909966126086, "loss_obj": 0.06466360427439213, "loss_bbox": 0.3076835200190544, "time": 0.8083008480072021, "epoch": 41, "step": 7660}
{"lr": 0.0008780400801379765, "data_time": 0.0010774803161621093, "loss": 0.38444254696369173, "loss_cls": 0.014952285354956985, "loss_obj": 0.06479362897574902, "loss_bbox": 0.30469663202762604, "time": 0.808464765548706, "epoch": 41, "step": 7710}
{"lr": 0.0008613220593359079, "data_time": 0.011402082443237305, "loss": 0.3849739336967468, "loss_cls": 0.012835327880457043, "loss_obj": 0.06572490990161896, "loss_bbox": 0.30641369462013246, "time": 0.8191052961349488, "epoch": 42, "step": 7799}
{"lr": 0.0008613220593359079, "data_time": 0.001062016487121582, "loss": 0.391481773853302, "loss_cls": 0.01775164907798171, "loss_obj": 0.06812236219644546, "loss_bbox": 0.3056077641248703, "time": 0.8098304510116577, "epoch": 42, "step": 7849}
{"lr": 0.0008613220593359079, "data_time": 0.0010586166381835937, "loss": 0.38529448986053466, "loss_cls": 0.01237040658481419, "loss_obj": 0.06378128185868263, "loss_bbox": 0.3091428005695343, "time": 0.8079445552825928, "epoch": 42, "step": 7899}
{"coco/bbox_mAP": 0.586, "coco/bbox_mAP_50": 0.882, "coco/bbox_mAP_75": 0.627, "coco/bbox_mAP_s": 0.539, "coco/bbox_mAP_m": 0.78, "coco/bbox_mAP_l": 0.903, "step": 42}
{"lr": 0.0008444324971470666, "data_time": 0.011460165977478027, "loss": 0.38737304031848907, "loss_cls": 0.013586879959329962, "loss_obj": 0.06370330549776554, "loss_bbox": 0.3100828543305397, "time": 0.818056378364563, "epoch": 43, "step": 7988}
{"lr": 0.0008444324971470666, "data_time": 0.00107421875, "loss": 0.37882558941841127, "loss_cls": 0.015809479178860785, "loss_obj": 0.06423443220555783, "loss_bbox": 0.29878167927265165, "time": 0.8077094268798828, "epoch": 43, "step": 8038}
{"lr": 0.0008444324971470666, "data_time": 0.0010746479034423827, "loss": 0.38550461769104005, "loss_cls": 0.014444225933402777, "loss_obj": 0.06440903186798096, "loss_bbox": 0.3066513603925705, "time": 0.8088465166091919, "epoch": 43, "step": 8088}
{"lr": 0.0008273880615302308, "data_time": 0.011075859069824218, "loss": 0.3798790156841278, "loss_cls": 0.01422510515898466, "loss_obj": 0.06402810581028462, "loss_bbox": 0.30162580251693727, "time": 0.8187508726119995, "epoch": 44, "step": 8177}
{"lr": 0.0008273880615302308, "data_time": 0.0010648679733276367, "loss": 0.3806634920835495, "loss_cls": 0.014793455982580781, "loss_obj": 0.06621271014213562, "loss_bbox": 0.2996573263406754, "time": 0.8099522829055786, "epoch": 44, "step": 8227}
{"lr": 0.0008273880615302308, "data_time": 0.0010812807083129883, "loss": 0.3835537844896317, "loss_cls": 0.01444862138479948, "loss_obj": 0.06297572646290064, "loss_bbox": 0.30612943530082704, "time": 0.809387321472168, "epoch": 44, "step": 8277}
{"coco/bbox_mAP": 0.594, "coco/bbox_mAP_50": 0.898, "coco/bbox_mAP_75": 0.621, "coco/bbox_mAP_s": 0.542, "coco/bbox_mAP_m": 0.793, "coco/bbox_mAP_l": 0.895, "step": 44}
{"lr": 0.0008102055732855554, "data_time": 0.011017479896545411, "loss": 0.3779680967330933, "loss_cls": 0.012790291458368302, "loss_obj": 0.061486606299877164, "loss_bbox": 0.3036912003159523, "time": 0.8173150157928467, "epoch": 45, "step": 8366}
{"lr": 0.0008102055732855554, "data_time": 0.0010781383514404297, "loss": 0.38245327413082125, "loss_cls": 0.014902192000299692, "loss_obj": 0.06204861894249916, "loss_bbox": 0.3055024635791779, "time": 0.8088080835342407, "epoch": 45, "step": 8416}
{"lr": 0.0008102055732855554, "data_time": 0.0010626077651977538, "loss": 0.3947888779640198, "loss_cls": 0.018703243471682073, "loss_obj": 0.06863748192787171, "loss_bbox": 0.3074481517076492, "time": 0.8096169185638428, "epoch": 45, "step": 8466}
{"lr": 0.0007929019894544701, "data_time": 0.012179436683654786, "loss": 0.38747821271419525, "loss_cls": 0.01441267334856093, "loss_obj": 0.06515144519507884, "loss_bbox": 0.3079140931367874, "time": 0.8201967525482178, "epoch": 46, "step": 8555}
{"lr": 0.0007929019894544701, "data_time": 0.0010660839080810546, "loss": 0.37921256959438326, "loss_cls": 0.013264439678750932, "loss_obj": 0.06340865097939968, "loss_bbox": 0.3025394779443741, "time": 0.8084103012084961, "epoch": 46, "step": 8605}
{"lr": 0.0007929019894544701, "data_time": 0.001093282699584961, "loss": 0.380139993429184, "loss_cls": 0.01364100425504148, "loss_obj": 0.06211252428591251, "loss_bbox": 0.3043864631652832, "time": 0.8085693168640137, "epoch": 46, "step": 8655}
{"coco/bbox_mAP": 0.588, "coco/bbox_mAP_50": 0.881, "coco/bbox_mAP_75": 0.632, "coco/bbox_mAP_s": 0.54, "coco/bbox_mAP_m": 0.777, "coco/bbox_mAP_l": 0.913, "step": 46}
{"lr": 0.00077549438658513, "data_time": 0.012756552696228027, "loss": 0.37386554658412935, "loss_cls": 0.012593069188296795, "loss_obj": 0.06144735336303711, "loss_bbox": 0.2998251238465309, "time": 0.8191402435302735, "epoch": 47, "step": 8744}
{"lr": 0.00077549438658513, "data_time": 0.0010773944854736328, "loss": 0.3907391929626465, "loss_cls": 0.015539832515642046, "loss_obj": 0.06368456393480301, "loss_bbox": 0.31151479721069336, "time": 0.8077529430389404, "epoch": 47, "step": 8794}
{"lr": 0.00077549438658513, "data_time": 0.0010665321350097655, "loss": 0.38042640447616577, "loss_cls": 0.013802425414323806, "loss_obj": 0.0675061161071062, "loss_bbox": 0.2991178607940674, "time": 0.8096914100646972, "epoch": 47, "step": 8844}
{"lr": 0.0007579999438799212, "data_time": 0.012253046035766602, "loss": 0.3678635495901108, "loss_cls": 0.011969538554549217, "loss_obj": 0.06473603278398514, "loss_bbox": 0.2911579769849777, "time": 0.8200849723815918, "epoch": 48, "step": 8933}
{"lr": 0.0007579999438799212, "data_time": 0.00107330322265625, "loss": 0.37628747045993804, "loss_cls": 0.0130653062928468, "loss_obj": 0.06349841080605984, "loss_bbox": 0.29972375273704527, "time": 0.8078840303421021, "epoch": 48, "step": 8983}
{"lr": 0.0007579999438799212, "data_time": 0.0010910797119140624, "loss": 0.37808894097805024, "loss_cls": 0.013982714544981718, "loss_obj": 0.06464257404208183, "loss_bbox": 0.29946365088224414, "time": 0.808963017463684, "epoch": 48, "step": 9033}
{"coco/bbox_mAP": 0.597, "coco/bbox_mAP_50": 0.907, "coco/bbox_mAP_75": 0.621, "coco/bbox_mAP_s": 0.543, "coco/bbox_mAP_m": 0.795, "coco/bbox_mAP_l": 0.913, "step": 48}
{"lr": 0.0007404359262416643, "data_time": 0.013294386863708495, "loss": 0.3824058520793915, "loss_cls": 0.014397593894973398, "loss_obj": 0.06592425607144832, "loss_bbox": 0.302084002494812, "time": 0.8205772018432618, "epoch": 49, "step": 9122}
{"lr": 0.0007404359262416643, "data_time": 0.001084141731262207, "loss": 0.3815042918920517, "loss_cls": 0.016531546842306854, "loss_obj": 0.06439987987279892, "loss_bbox": 0.3005728659033775, "time": 0.8089041185379028, "epoch": 49, "step": 9172}
{"lr": 0.0007404359262416643, "data_time": 0.001082005500793457, "loss": 0.3698668444156647, "loss_cls": 0.0129578569624573, "loss_obj": 0.06231178820133209, "loss_bbox": 0.2945972001552582, "time": 0.8086331462860108, "epoch": 49, "step": 9222}
{"lr": 0.0007228196672352388, "data_time": 0.013215413093566894, "loss": 0.37696829438209534, "loss_cls": 0.0125905651319772, "loss_obj": 0.0647230288386345, "loss_bbox": 0.29965470016002654, "time": 0.8199620723724366, "epoch": 50, "step": 9311}
{"lr": 0.0007228196672352388, "data_time": 0.0010766220092773438, "loss": 0.3777344751358032, "loss_cls": 0.014721893668174744, "loss_obj": 0.06644466035068035, "loss_bbox": 0.2965679225325584, "time": 0.8108373975753784, "epoch": 50, "step": 9361}
{"lr": 0.0007228196672352388, "data_time": 0.0010794782638549804, "loss": 0.3662776619195938, "loss_cls": 0.012280902671627701, "loss_obj": 0.06118749283254146, "loss_bbox": 0.29280926793813705, "time": 0.8097766971588135, "epoch": 50, "step": 9411}
{"coco/bbox_mAP": 0.591, "coco/bbox_mAP_50": 0.891, "coco/bbox_mAP_75": 0.607, "coco/bbox_mAP_s": 0.541, "coco/bbox_mAP_m": 0.785, "coco/bbox_mAP_l": 0.908, "step": 50}
{"lr": 0.0007051685519814471, "data_time": 0.010403966903686524, "loss": 0.3715318602323532, "loss_cls": 0.013034586096182466, "loss_obj": 0.06301146745681763, "loss_bbox": 0.2954858073592186, "time": 0.8167675352096557, "epoch": 51, "step": 9500}
{"lr": 0.0007051685519814471, "data_time": 0.0010843086242675781, "loss": 0.38075442492961886, "loss_cls": 0.014473707862198353, "loss_obj": 0.06319878913462162, "loss_bbox": 0.3030819296836853, "time": 0.8082396411895751, "epoch": 51, "step": 9550}
{"lr": 0.0007051685519814471, "data_time": 0.001079416275024414, "loss": 0.37848704040050507, "loss_cls": 0.012602934986352921, "loss_obj": 0.06345544457435608, "loss_bbox": 0.30242866158485415, "time": 0.8081922388076782, "epoch": 51, "step": 9600}
{"lr": 0.0006875000000000001, "data_time": 0.013465838432312012, "loss": 0.3656806892156601, "loss_cls": 0.013146669631823897, "loss_obj": 0.06102420702576637, "loss_bbox": 0.2915098112821579, "time": 0.8219224119186401, "epoch": 52, "step": 9689}
{"lr": 0.0006875000000000001, "data_time": 0.0010968732833862304, "loss": 0.36372137665748594, "loss_cls": 0.01264587759040296, "loss_obj": 0.06223809354007244, "loss_bbox": 0.28883740574121475, "time": 0.8100284051895141, "epoch": 52, "step": 9739}
{"lr": 0.0006875000000000001, "data_time": 0.00107421875, "loss": 0.3727353584766388, "loss_cls": 0.012257202547043562, "loss_obj": 0.06436396930366754, "loss_bbox": 0.2961141875386238, "time": 0.8100949954986573, "epoch": 52, "step": 9789}
{"coco/bbox_mAP": 0.595, "coco/bbox_mAP_50": 0.902, "coco/bbox_mAP_75": 0.62, "coco/bbox_mAP_s": 0.543, "coco/bbox_mAP_m": 0.789, "coco/bbox_mAP_l": 0.901, "step": 52}
{"lr": 0.0006698314480185529, "data_time": 0.0097491455078125, "loss": 0.3650281184911728, "loss_cls": 0.012652543457224965, "loss_obj": 0.0618091232329607, "loss_bbox": 0.2905664533376694, "time": 0.81613685131073, "epoch": 53, "step": 9878}
{"lr": 0.0006698314480185529, "data_time": 0.0010721588134765625, "loss": 0.3753282433748245, "loss_cls": 0.017062364770099522, "loss_obj": 0.06280478335916996, "loss_bbox": 0.29546109706163404, "time": 0.8082388830184937, "epoch": 53, "step": 9928}
{"lr": 0.0006698314480185529, "data_time": 0.0010777425765991211, "loss": 0.377147781252861, "loss_cls": 0.014755659941583872, "loss_obj": 0.06448312073946, "loss_bbox": 0.2979090017080307, "time": 0.8088828849792481, "epoch": 53, "step": 9978}
{"lr": 0.0006521803327647612, "data_time": 0.011460576057434082, "loss": 0.3685912764072418, "loss_cls": 0.01373091141693294, "loss_obj": 0.06371720388531685, "loss_bbox": 0.291143162548542, "time": 0.8204558181762696, "epoch": 54, "step": 10067}
{"lr": 0.0006521803327647612, "data_time": 0.0010794210433959961, "loss": 0.36635654628276826, "loss_cls": 0.011547729801386596, "loss_obj": 0.06345304735004902, "loss_bbox": 0.29135576874017716, "time": 0.8104839324951172, "epoch": 54, "step": 10117}
{"lr": 0.0006521803327647612, "data_time": 0.0010872602462768555, "loss": 0.3690307021141052, "loss_cls": 0.013230329249054193, "loss_obj": 0.06112092845141888, "loss_bbox": 0.2946794456243515, "time": 0.8080536460876465, "epoch": 54, "step": 10167}
{"coco/bbox_mAP": 0.59, "coco/bbox_mAP_50": 0.886, "coco/bbox_mAP_75": 0.607, "coco/bbox_mAP_s": 0.547, "coco/bbox_mAP_m": 0.773, "coco/bbox_mAP_l": 0.913, "step": 54}
{"lr": 0.0006345640737583357, "data_time": 0.01325899600982666, "loss": 0.36692698299884796, "loss_cls": 0.013088083155453204, "loss_obj": 0.0637465886771679, "loss_bbox": 0.2900923117995262, "time": 0.8206085634231567, "epoch": 55, "step": 10256}
{"lr": 0.0006345640737583357, "data_time": 0.0010839128494262696, "loss": 0.37919613063335417, "loss_cls": 0.013525086557492613, "loss_obj": 0.06388622581958771, "loss_bbox": 0.30178481549024583, "time": 0.808181710243225, "epoch": 55, "step": 10306}
{"lr": 0.0006345640737583357, "data_time": 0.0010816812515258788, "loss": 0.3774976396560669, "loss_cls": 0.013337564328685403, "loss_obj": 0.06409525342285632, "loss_bbox": 0.3000648218393326, "time": 0.8092104816436767, "epoch": 55, "step": 10356}
{"lr": 0.0006170000561200788, "data_time": 0.013111863136291504, "loss": 0.36383705377578734, "loss_cls": 0.011890360005199909, "loss_obj": 0.06018761925399303, "loss_bbox": 0.29175907373428345, "time": 0.8187925243377685, "epoch": 56, "step": 10445}
{"lr": 0.0006170000561200788, "data_time": 0.001085376739501953, "loss": 0.3720761674642563, "loss_cls": 0.012230079784058035, "loss_obj": 0.05998009756207466, "loss_bbox": 0.29986599057912827, "time": 0.8079900169372558, "epoch": 56, "step": 10495}
{"lr": 0.0006170000561200788, "data_time": 0.0010685014724731445, "loss": 0.3653478729724884, "loss_cls": 0.01259565282613039, "loss_obj": 0.06024239458143711, "loss_bbox": 0.29250982582569124, "time": 0.8074456930160523, "epoch": 56, "step": 10545}
{"coco/bbox_mAP": 0.6, "coco/bbox_mAP_50": 0.903, "coco/bbox_mAP_75": 0.621, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.79, "coco/bbox_mAP_l": 0.916, "step": 56}
{"lr": 0.0005995056134148702, "data_time": 0.012974176406860351, "loss": 0.3610626983642578, "loss_cls": 0.01335351910442114, "loss_obj": 0.06049015432596207, "loss_bbox": 0.2872190245985985, "time": 0.8195899438858032, "epoch": 57, "step": 10634}
{"lr": 0.0005995056134148702, "data_time": 0.0010831069946289063, "loss": 0.3602756780385971, "loss_cls": 0.012639567418955267, "loss_obj": 0.0625984213501215, "loss_bbox": 0.2850376898050308, "time": 0.8079296255111694, "epoch": 57, "step": 10684}
{"lr": 0.0005995056134148702, "data_time": 0.0010667705535888671, "loss": 0.3625839453935623, "loss_cls": 0.010431396551430225, "loss_obj": 0.06360853761434555, "loss_bbox": 0.2885440117120743, "time": 0.8090623331069946, "epoch": 57, "step": 10734}
{"lr": 0.0005820980105455299, "data_time": 0.01149080753326416, "loss": 0.3594041156768799, "loss_cls": 0.00960331130772829, "loss_obj": 0.06252859018743039, "loss_bbox": 0.28727221190929414, "time": 0.8186864233016968, "epoch": 58, "step": 10823}
{"lr": 0.0005820980105455299, "data_time": 0.0010778570175170898, "loss": 0.3546902871131897, "loss_cls": 0.01136450388468802, "loss_obj": 0.06025161787867546, "loss_bbox": 0.2830741637945175, "time": 0.8086678886413574, "epoch": 58, "step": 10873}
{"lr": 0.0005820980105455299, "data_time": 0.0011022138595581056, "loss": 0.35739194333553315, "loss_cls": 0.012576004583388567, "loss_obj": 0.05994320683181286, "loss_bbox": 0.2848727336525917, "time": 0.8090678787231446, "epoch": 58, "step": 10923}
{"coco/bbox_mAP": 0.602, "coco/bbox_mAP_50": 0.905, "coco/bbox_mAP_75": 0.64, "coco/bbox_mAP_s": 0.553, "coco/bbox_mAP_m": 0.793, "coco/bbox_mAP_l": 0.902, "step": 58}
{"lr": 0.0005647944267144449, "data_time": 0.011085457801818847, "loss": 0.36143038392066956, "loss_cls": 0.012793169217184186, "loss_obj": 0.06210255429148674, "loss_bbox": 0.28653466045856474, "time": 0.817650933265686, "epoch": 59, "step": 11012}
{"lr": 0.0005647944267144449, "data_time": 0.0010903406143188477, "loss": 0.36255609631538394, "loss_cls": 0.013383878380991518, "loss_obj": 0.05948347263038158, "loss_bbox": 0.2896887427568436, "time": 0.8076044511795044, "epoch": 59, "step": 11062}
{"lr": 0.0005647944267144449, "data_time": 0.001074533462524414, "loss": 0.3619566833972931, "loss_cls": 0.010832384824752808, "loss_obj": 0.06499949477612972, "loss_bbox": 0.2861248043179512, "time": 0.8087383556365967, "epoch": 59, "step": 11112}
{"lr": 0.0005476119384697692, "data_time": 0.010113167762756347, "loss": 0.35247343182563784, "loss_cls": 0.011140024531632662, "loss_obj": 0.061056341826915744, "loss_bbox": 0.28027706533670427, "time": 0.8174648761749268, "epoch": 60, "step": 11201}
{"lr": 0.0005476119384697692, "data_time": 0.0010965919494628905, "loss": 0.36309478044509885, "loss_cls": 0.012355129988864065, "loss_obj": 0.060411077365279196, "loss_bbox": 0.2903285750746727, "time": 0.8087458372116089, "epoch": 60, "step": 11251}
{"lr": 0.0005476119384697692, "data_time": 0.00108980655670166, "loss": 0.3677262777090073, "loss_cls": 0.014278506496921181, "loss_obj": 0.062259554490447046, "loss_bbox": 0.2911882168054581, "time": 0.8091085815429687, "epoch": 60, "step": 11301}
{"coco/bbox_mAP": 0.598, "coco/bbox_mAP_50": 0.905, "coco/bbox_mAP_75": 0.634, "coco/bbox_mAP_s": 0.553, "coco/bbox_mAP_m": 0.78, "coco/bbox_mAP_l": 0.9, "step": 60}
{"lr": 0.0005305675028529336, "data_time": 0.014289889335632324, "loss": 0.35916117548942567, "loss_cls": 0.010893308497034014, "loss_obj": 0.05999925374984741, "loss_bbox": 0.28826861321926117, "time": 0.8205729341506958, "epoch": 61, "step": 11390}
{"lr": 0.0005305675028529336, "data_time": 0.0010802125930786132, "loss": 0.35346772491931916, "loss_cls": 0.010903323469683528, "loss_obj": 0.06007891520857811, "loss_bbox": 0.28248548626899717, "time": 0.8095335483551025, "epoch": 61, "step": 11440}
{"lr": 0.0005305675028529336, "data_time": 0.0010731649398803712, "loss": 0.35312694489955904, "loss_cls": 0.010542712998576462, "loss_obj": 0.06159459002315998, "loss_bbox": 0.28098964124917986, "time": 0.8093169116973877, "epoch": 61, "step": 11490}
{"lr": 0.0005136779406640923, "data_time": 0.01217780590057373, "loss": 0.3645859479904175, "loss_cls": 0.011566902790218592, "loss_obj": 0.05863928183913231, "loss_bbox": 0.2943797627091408, "time": 0.8187282466888428, "epoch": 62, "step": 11579}
{"lr": 0.0005136779406640923, "data_time": 0.0010693502426147462, "loss": 0.3636685335636139, "loss_cls": 0.015351046388968826, "loss_obj": 0.06144545525312424, "loss_bbox": 0.2868720316886902, "time": 0.8077064561843872, "epoch": 62, "step": 11629}
{"lr": 0.0005136779406640923, "data_time": 0.0010712957382202149, "loss": 0.3579027044773102, "loss_cls": 0.010497487471438945, "loss_obj": 0.06628788970410823, "loss_bbox": 0.28111732721328736, "time": 0.8090898895263672, "epoch": 62, "step": 11679}
{"coco/bbox_mAP": 0.599, "coco/bbox_mAP_50": 0.905, "coco/bbox_mAP_75": 0.625, "coco/bbox_mAP_s": 0.552, "coco/bbox_mAP_m": 0.782, "coco/bbox_mAP_l": 0.91, "step": 62}
{"lr": 0.0004969599198620236, "data_time": 0.011681818962097168, "loss": 0.3593479186296463, "loss_cls": 0.011183610795997083, "loss_obj": 0.06374235719442367, "loss_bbox": 0.28442194998264314, "time": 0.8191767454147338, "epoch": 63, "step": 11768}
{"lr": 0.0004969599198620236, "data_time": 0.0010850811004638672, "loss": 0.3558673232793808, "loss_cls": 0.009890186320990323, "loss_obj": 0.062037138491868975, "loss_bbox": 0.2839399975538254, "time": 0.8080623674392701, "epoch": 63, "step": 11818}
{"lr": 0.0004969599198620236, "data_time": 0.0010791158676147462, "loss": 0.3576596540212631, "loss_cls": 0.01222999753896147, "loss_obj": 0.05961037777364254, "loss_bbox": 0.2858192807435989, "time": 0.8091690301895141, "epoch": 63, "step": 11868}
{"lr": 0.0004804299391148688, "data_time": 0.013389959335327148, "loss": 0.34943612188100814, "loss_cls": 0.011092313495464624, "loss_obj": 0.05726885054260492, "loss_bbox": 0.28107495605945587, "time": 0.8205802869796753, "epoch": 64, "step": 11957}
{"lr": 0.0004804299391148688, "data_time": 0.0010704803466796875, "loss": 0.3519140726327896, "loss_cls": 0.012185877365991473, "loss_obj": 0.05894250281155109, "loss_bbox": 0.2807856920361519, "time": 0.808202395439148, "epoch": 64, "step": 12007}
{"lr": 0.0004804299391148688, "data_time": 0.001083250045776367, "loss": 0.35882054090499876, "loss_cls": 0.011543210991658271, "loss_obj": 0.06251087971031666, "loss_bbox": 0.2847664514183998, "time": 0.8086536645889282, "epoch": 64, "step": 12057}
{"coco/bbox_mAP": 0.602, "coco/bbox_mAP_50": 0.907, "coco/bbox_mAP_75": 0.626, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.788, "coco/bbox_mAP_l": 0.92, "step": 64}
{"lr": 0.0004641043115179358, "data_time": 0.011383070945739746, "loss": 0.3507806032896042, "loss_cls": 0.011364095052704215, "loss_obj": 0.059650957360863684, "loss_bbox": 0.2797655510902405, "time": 0.8189427757263184, "epoch": 65, "step": 12146}
{"lr": 0.0004641043115179358, "data_time": 0.0010730266571044923, "loss": 0.35237592160701753, "loss_cls": 0.011323426654562353, "loss_obj": 0.0557079092785716, "loss_bbox": 0.2853445839881897, "time": 0.8065892171859741, "epoch": 65, "step": 12196}
{"lr": 0.0004641043115179358, "data_time": 0.0010709762573242188, "loss": 0.36299367129802707, "loss_cls": 0.014332602289505303, "loss_obj": 0.06161757878959179, "loss_bbox": 0.28704349130392076, "time": 0.807644100189209, "epoch": 65, "step": 12246}
{"lr": 0.0004479991484946466, "data_time": 0.012219405174255371, "loss": 0.3563931149244308, "loss_cls": 0.010456188502721488, "loss_obj": 0.06225795604288578, "loss_bbox": 0.2836789703369141, "time": 0.8212099885940551, "epoch": 66, "step": 12335}
{"lr": 0.0004479991484946466, "data_time": 0.0010686969757080077, "loss": 0.350469172000885, "loss_cls": 0.008805745807476341, "loss_obj": 0.05874938666820526, "loss_bbox": 0.2829140403866768, "time": 0.8086063480377197, "epoch": 66, "step": 12385}
{"lr": 0.0004479991484946466, "data_time": 0.0010886621475219727, "loss": 0.3507426732778549, "loss_cls": 0.008383514718152582, "loss_obj": 0.057314438223838804, "loss_bbox": 0.2850447180867195, "time": 0.8074776983261108, "epoch": 66, "step": 12435}
{"coco/bbox_mAP": 0.6, "coco/bbox_mAP_50": 0.903, "coco/bbox_mAP_75": 0.628, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.785, "coco/bbox_mAP_l": 0.91, "step": 66}
{"lr": 0.0004321303438965049, "data_time": 0.011070127487182618, "loss": 0.356231729388237, "loss_cls": 0.011377824307419359, "loss_obj": 0.059309558868408205, "loss_bbox": 0.2855443465709686, "time": 0.817882490158081, "epoch": 67, "step": 12524}
{"lr": 0.0004321303438965049, "data_time": 0.0010792922973632813, "loss": 0.34398378610610963, "loss_cls": 0.008695871024392544, "loss_obj": 0.05974058642983437, "loss_bbox": 0.27554732859134673, "time": 0.8089090633392334, "epoch": 67, "step": 12574}
{"lr": 0.0004321303438965049, "data_time": 0.001072530746459961, "loss": 0.353913853764534, "loss_cls": 0.010282739279791713, "loss_obj": 0.061531517505645755, "loss_bbox": 0.28209959745407104, "time": 0.8079820966720581, "epoch": 67, "step": 12624}
{"lr": 0.0004165135583177851, "data_time": 0.01144439697265625, "loss": 0.34281096279621126, "loss_cls": 0.008065424542874098, "loss_obj": 0.06060875929892063, "loss_bbox": 0.2741367781162262, "time": 0.8188604497909546, "epoch": 68, "step": 12713}
{"lr": 0.0004165135583177851, "data_time": 0.0010791873931884765, "loss": 0.35590612471103666, "loss_cls": 0.012099166605621577, "loss_obj": 0.05989562012255192, "loss_bbox": 0.28391133844852445, "time": 0.8080894088745117, "epoch": 68, "step": 12763}
{"lr": 0.0004165135583177851, "data_time": 0.0010884666442871093, "loss": 0.35222127139568327, "loss_cls": 0.01128709870390594, "loss_obj": 0.05900591768324375, "loss_bbox": 0.2819282546639442, "time": 0.8085248565673828, "epoch": 68, "step": 12813}
{"coco/bbox_mAP": 0.595, "coco/bbox_mAP_50": 0.896, "coco/bbox_mAP_75": 0.621, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.775, "coco/bbox_mAP_l": 0.92, "step": 68}
{"lr": 0.0004011642036404162, "data_time": 0.01273571491241455, "loss": 0.34975592374801634, "loss_cls": 0.00996360302902758, "loss_obj": 0.06115333706140518, "loss_bbox": 0.2786389821767807, "time": 0.8203095006942749, "epoch": 69, "step": 12902}
{"lr": 0.0004011642036404162, "data_time": 0.0011040067672729492, "loss": 0.35136459946632387, "loss_cls": 0.010434728064574302, "loss_obj": 0.06282498024404048, "loss_bbox": 0.27810489118099213, "time": 0.8085041379928589, "epoch": 69, "step": 12952}
{"lr": 0.0004011642036404162, "data_time": 0.001089482307434082, "loss": 0.35717649936676027, "loss_cls": 0.013170485692098737, "loss_obj": 0.06178251042962074, "loss_bbox": 0.28222350239753724, "time": 0.809145131111145, "epoch": 69, "step": 13002}
{"lr": 0.00038609742782431413, "data_time": 0.011483597755432128, "loss": 0.34127296149730685, "loss_cls": 0.010367205697111786, "loss_obj": 0.060222382545471194, "loss_bbox": 0.2706833755970001, "time": 0.8202520704269409, "epoch": 70, "step": 13091}
{"lr": 0.00038609742782431413, "data_time": 0.0010777997970581054, "loss": 0.3489046585559845, "loss_cls": 0.011451562219299376, "loss_obj": 0.06227175675332546, "loss_bbox": 0.2751813408732414, "time": 0.8093440580368042, "epoch": 70, "step": 13141}
{"lr": 0.00038609742782431413, "data_time": 0.0010587453842163086, "loss": 0.3475829350948334, "loss_cls": 0.009048889763653279, "loss_obj": 0.060173534899950025, "loss_bbox": 0.27836050987243655, "time": 0.8090359401702881, "epoch": 70, "step": 13191}
{"coco/bbox_mAP": 0.596, "coco/bbox_mAP_50": 0.898, "coco/bbox_mAP_75": 0.626, "coco/bbox_mAP_s": 0.547, "coco/bbox_mAP_m": 0.781, "coco/bbox_mAP_l": 0.921, "step": 70}
{"lr": 0.0003713280999581764, "data_time": 0.012630939483642578, "loss": 0.3444361490011215, "loss_cls": 0.010414727358147502, "loss_obj": 0.06193397961556912, "loss_bbox": 0.27208744138479235, "time": 0.8198292684555054, "epoch": 71, "step": 13280}
{"lr": 0.0003713280999581764, "data_time": 0.0010676050186157226, "loss": 0.34162286162376404, "loss_cls": 0.011634883293882013, "loss_obj": 0.05806470662355423, "loss_bbox": 0.2719232711195946, "time": 0.808261890411377, "epoch": 71, "step": 13330}
{"lr": 0.0003713280999581764, "data_time": 0.0010691356658935546, "loss": 0.337875657081604, "loss_cls": 0.010307753081433476, "loss_obj": 0.05732502318918705, "loss_bbox": 0.2702428835630417, "time": 0.8086471700668335, "epoch": 71, "step": 13380}
{"lr": 0.000356870795585484, "data_time": 0.010669622421264648, "loss": 0.34678048551082613, "loss_cls": 0.012497042329050601, "loss_obj": 0.05649299897253513, "loss_bbox": 0.27779044330120084, "time": 0.8173273515701294, "epoch": 72, "step": 13469}
{"lr": 0.000356870795585484, "data_time": 0.0010883474349975585, "loss": 0.34194598615169525, "loss_cls": 0.009655917892232538, "loss_obj": 0.05921266466379166, "loss_bbox": 0.2730774036049843, "time": 0.80822594165802, "epoch": 72, "step": 13519}
{"lr": 0.000356870795585484, "data_time": 0.0010791349411010743, "loss": 0.3406834074854851, "loss_cls": 0.010137417982332409, "loss_obj": 0.057056533247232435, "loss_bbox": 0.2734894561767578, "time": 0.8088512945175171, "epoch": 72, "step": 13569}
{"coco/bbox_mAP": 0.593, "coco/bbox_mAP_50": 0.898, "coco/bbox_mAP_75": 0.625, "coco/bbox_mAP_s": 0.546, "coco/bbox_mAP_m": 0.778, "coco/bbox_mAP_l": 0.919, "step": 72}
{"lr": 0.00034273978232020064, "data_time": 0.012593483924865723, "loss": 0.3507278436422348, "loss_cls": 0.010393410827964545, "loss_obj": 0.059093970730900766, "loss_bbox": 0.2812404605746269, "time": 0.8203197193145751, "epoch": 73, "step": 13658}
{"lr": 0.00034273978232020064, "data_time": 0.0010805940628051758, "loss": 0.34025110721588137, "loss_cls": 0.009755154822487384, "loss_obj": 0.0594329971820116, "loss_bbox": 0.271062952876091, "time": 0.8085076427459716, "epoch": 73, "step": 13708}
{"lr": 0.00034273978232020064, "data_time": 0.0010715150833129883, "loss": 0.3441218727827072, "loss_cls": 0.010061510191299021, "loss_obj": 0.06048579834401607, "loss_bbox": 0.2735745620727539, "time": 0.8094992065429687, "epoch": 73, "step": 13758}
{"lr": 0.00032894900576636204, "data_time": 0.013267459869384766, "loss": 0.34528820753097533, "loss_cls": 0.011236957600340247, "loss_obj": 0.05901093453168869, "loss_bbox": 0.2750403192639351, "time": 0.8214854145050049, "epoch": 74, "step": 13847}
{"lr": 0.00032894900576636204, "data_time": 0.0010774564743041993, "loss": 0.3443382453918457, "loss_cls": 0.010559356389567256, "loss_obj": 0.058224236369132994, "loss_bbox": 0.2755546501278877, "time": 0.8077296590805054, "epoch": 74, "step": 13897}
{"lr": 0.00032894900576636204, "data_time": 0.0010657787322998046, "loss": 0.3483035635948181, "loss_cls": 0.010227266680449248, "loss_obj": 0.06086363814771176, "loss_bbox": 0.27721266001462935, "time": 0.8088169240951538, "epoch": 74, "step": 13947}
{"coco/bbox_mAP": 0.596, "coco/bbox_mAP_50": 0.9, "coco/bbox_mAP_75": 0.617, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.782, "coco/bbox_mAP_l": 0.921, "step": 74}
{"lr": 0.0003155120757554458, "data_time": 0.01047929286956787, "loss": 0.34328116714954376, "loss_cls": 0.011994595914147794, "loss_obj": 0.05858372084796429, "loss_bbox": 0.27270285189151766, "time": 0.8179662179946899, "epoch": 75, "step": 14036}
{"lr": 0.0003155120757554458, "data_time": 0.0010843658447265625, "loss": 0.33888492912054063, "loss_cls": 0.00894103481899947, "loss_obj": 0.05645119339227676, "loss_bbox": 0.27349269926548003, "time": 0.8080140972137451, "epoch": 75, "step": 14086}
{"lr": 0.0003155120757554458, "data_time": 0.0010869741439819337, "loss": 0.3408607292175293, "loss_cls": 0.009376968136057257, "loss_obj": 0.05970177799463272, "loss_bbox": 0.2717819818854332, "time": 0.808009123802185, "epoch": 75, "step": 14136}
{"lr": 0.0003024422529151126, "data_time": 0.011687817573547364, "loss": 0.3367524468898773, "loss_cls": 0.009914448945783078, "loss_obj": 0.05651328805834055, "loss_bbox": 0.270324709713459, "time": 0.8191388177871705, "epoch": 76, "step": 14225}
{"lr": 0.0003024422529151126, "data_time": 0.0010993337631225585, "loss": 0.3454852592945099, "loss_cls": 0.010645538857206703, "loss_obj": 0.060726210027933124, "loss_bbox": 0.27411351054906846, "time": 0.8093295812606811, "epoch": 76, "step": 14275}
{"lr": 0.0003024422529151126, "data_time": 0.0010765361785888671, "loss": 0.34313705801963806, "loss_cls": 0.010581641444005072, "loss_obj": 0.05850487641990185, "loss_bbox": 0.27405054062604906, "time": 0.8083631420135498, "epoch": 76, "step": 14325}
{"coco/bbox_mAP": 0.596, "coco/bbox_mAP_50": 0.901, "coco/bbox_mAP_75": 0.616, "coco/bbox_mAP_s": 0.548, "coco/bbox_mAP_m": 0.785, "coco/bbox_mAP_l": 0.921, "step": 76}
{"lr": 0.00028975243558256703, "data_time": 0.013821020126342773, "loss": 0.33793609142303466, "loss_cls": 0.011122015519067645, "loss_obj": 0.05735891468822956, "loss_bbox": 0.2694551607966423, "time": 0.8216378927230835, "epoch": 77, "step": 14414}
{"lr": 0.00028975243558256703, "data_time": 0.0010843753814697265, "loss": 0.34020274102687836, "loss_cls": 0.010738207879476248, "loss_obj": 0.06110139325261116, "loss_bbox": 0.2683631405234337, "time": 0.8094880533218384, "epoch": 77, "step": 14464}
{"lr": 0.00028975243558256703, "data_time": 0.0010890913009643554, "loss": 0.33996243476867677, "loss_cls": 0.008927224231883883, "loss_obj": 0.060207930766046046, "loss_bbox": 0.2708272787928581, "time": 0.8083078336715698, "epoch": 77, "step": 14514}
{"lr": 0.00027745514707545605, "data_time": 0.011872854232788086, "loss": 0.34640045583248136, "loss_cls": 0.009898466756567359, "loss_obj": 0.059616231098771094, "loss_bbox": 0.27688575744628907, "time": 0.8189523649215699, "epoch": 78, "step": 14603}
{"lr": 0.00027745514707545605, "data_time": 0.0010843515396118165, "loss": 0.33918425381183626, "loss_cls": 0.009664868805557489, "loss_obj": 0.05837390892207622, "loss_bbox": 0.2711454752087593, "time": 0.8087327766418457, "epoch": 78, "step": 14653}
{"lr": 0.00027745514707545605, "data_time": 0.0010831212997436522, "loss": 0.3372218507528305, "loss_cls": 0.009628309523686767, "loss_obj": 0.05742787055671215, "loss_bbox": 0.2701656702160835, "time": 0.8091568756103515, "epoch": 78, "step": 14703}
{"coco/bbox_mAP": 0.593, "coco/bbox_mAP_50": 0.9, "coco/bbox_mAP_75": 0.615, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.781, "coco/bbox_mAP_l": 0.923, "step": 78}
{"lr": 0.0002655625233328665, "data_time": 0.013399558067321777, "loss": 0.33305931627750396, "loss_cls": 0.00840259357355535, "loss_obj": 0.05855243496596813, "loss_bbox": 0.2661042860150337, "time": 0.821451120376587, "epoch": 79, "step": 14792}
{"lr": 0.0002655625233328665, "data_time": 0.0010681676864624024, "loss": 0.34164605021476746, "loss_cls": 0.009621430090628564, "loss_obj": 0.06061107531189919, "loss_bbox": 0.2714135432243347, "time": 0.8087936449050903, "epoch": 79, "step": 14842}
{"lr": 0.0002655625233328665, "data_time": 0.0010745859146118165, "loss": 0.34097887635231017, "loss_cls": 0.010307119437493384, "loss_obj": 0.0580358874052763, "loss_bbox": 0.2726358678936958, "time": 0.8088053560256958, "epoch": 79, "step": 14892}
{"lr": 0.00025408630093861864, "data_time": 0.011584639549255371, "loss": 0.3361890995502472, "loss_cls": 0.008629909879527987, "loss_obj": 0.058965387120842934, "loss_bbox": 0.26859380275011063, "time": 0.819004077911377, "epoch": 80, "step": 14981}
{"lr": 0.00025408630093861864, "data_time": 0.0011044120788574218, "loss": 0.3322727918624878, "loss_cls": 0.008671408377122134, "loss_obj": 0.057494738847017286, "loss_bbox": 0.2661066448688507, "time": 0.8091796350479126, "epoch": 80, "step": 15031}
{"lr": 0.00025408630093861864, "data_time": 0.0010950899124145509, "loss": 0.34046140730381014, "loss_cls": 0.009375287252478302, "loss_obj": 0.05910162553191185, "loss_bbox": 0.27198449611663816, "time": 0.8091565132141113, "epoch": 80, "step": 15081}
{"coco/bbox_mAP": 0.592, "coco/bbox_mAP_50": 0.897, "coco/bbox_mAP_75": 0.617, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.778, "coco/bbox_mAP_l": 0.922, "step": 80}
{"lr": 0.00024303780553867408, "data_time": 0.01149665355682373, "loss": 0.33652124106884, "loss_cls": 0.010393725340254605, "loss_obj": 0.059640636518597606, "loss_bbox": 0.2664868801832199, "time": 0.8184651947021484, "epoch": 81, "step": 15170}
{"lr": 0.00024303780553867408, "data_time": 0.0010854005813598633, "loss": 0.3382542359828949, "loss_cls": 0.0075197916990146045, "loss_obj": 0.05769378058612347, "loss_bbox": 0.2730406638979912, "time": 0.8073465156555176, "epoch": 81, "step": 15220}
{"lr": 0.00024303780553867408, "data_time": 0.0010980463027954101, "loss": 0.3363099992275238, "loss_cls": 0.008954920652322472, "loss_obj": 0.05881195858120918, "loss_bbox": 0.268543116748333, "time": 0.8087302494049072, "epoch": 81, "step": 15270}
{"lr": 0.00023242794066409209, "data_time": 0.014174113273620606, "loss": 0.33130039751529694, "loss_cls": 0.007170549677684903, "loss_obj": 0.0600878743827343, "loss_bbox": 0.2640419748425484, "time": 0.8230939292907715, "epoch": 82, "step": 15359}
{"lr": 0.00023242794066409209, "data_time": 0.0010840415954589844, "loss": 0.3246748572587967, "loss_cls": 0.008514906880445778, "loss_obj": 0.05405423477292061, "loss_bbox": 0.2621057149767876, "time": 0.8074980020523072, "epoch": 82, "step": 15409}
{"lr": 0.00023242794066409209, "data_time": 0.0010847854614257813, "loss": 0.32842261493206026, "loss_cls": 0.00660895342938602, "loss_obj": 0.0556071250140667, "loss_bbox": 0.26620653927326204, "time": 0.8085495042800903, "epoch": 82, "step": 15459}
{"coco/bbox_mAP": 0.593, "coco/bbox_mAP_50": 0.897, "coco/bbox_mAP_75": 0.612, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.779, "coco/bbox_mAP_l": 0.919, "step": 82}
{"lr": 0.00022226717697055906, "data_time": 0.01198310375213623, "loss": 0.33656053006649017, "loss_cls": 0.012996577615849674, "loss_obj": 0.05627023838460445, "loss_bbox": 0.26729371458292006, "time": 0.8186753463745117, "epoch": 83, "step": 15548}
{"lr": 0.00022226717697055906, "data_time": 0.001119537353515625, "loss": 0.33614069402217867, "loss_cls": 0.008560507660731673, "loss_obj": 0.06017441548407078, "loss_bbox": 0.26740577340126037, "time": 0.8089826440811158, "epoch": 83, "step": 15598}
{"lr": 0.00022226717697055906, "data_time": 0.0011005687713623047, "loss": 0.3278392744064331, "loss_cls": 0.010303574120625854, "loss_obj": 0.05715678758919239, "loss_bbox": 0.2603789100050926, "time": 0.8083197689056396, "epoch": 83, "step": 15648}
{"lr": 0.0002125655419051166, "data_time": 0.010835576057434081, "loss": 0.33024851500988006, "loss_cls": 0.010062267987523228, "loss_obj": 0.05889655888080597, "loss_bbox": 0.2612896871566772, "time": 0.819996919631958, "epoch": 84, "step": 15737}
{"lr": 0.0002125655419051166, "data_time": 0.0010884332656860352, "loss": 0.3429236143827438, "loss_cls": 0.010425912193022668, "loss_obj": 0.05782325930893421, "loss_bbox": 0.2746744430065155, "time": 0.8087690877914429, "epoch": 84, "step": 15787}
{"lr": 0.0002125655419051166, "data_time": 0.0010899734497070313, "loss": 0.33410896062850953, "loss_cls": 0.010012024212628604, "loss_obj": 0.055550432428717614, "loss_bbox": 0.2685465055704117, "time": 0.8080623722076417, "epoch": 84, "step": 15837}
{"coco/bbox_mAP": 0.594, "coco/bbox_mAP_50": 0.896, "coco/bbox_mAP_75": 0.614, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.781, "coco/bbox_mAP_l": 0.92, "step": 84}
{"lr": 0.00020333260981028167, "data_time": 0.01316802978515625, "loss": 0.32830544233322145, "loss_cls": 0.008784253285266459, "loss_obj": 0.0595416633784771, "loss_bbox": 0.25997952491044996, "time": 0.8208100366592407, "epoch": 85, "step": 15926}
{"lr": 0.00020333260981028167, "data_time": 0.0010973262786865235, "loss": 0.3384600758552551, "loss_cls": 0.010514585021883249, "loss_obj": 0.05527521893382072, "loss_bbox": 0.2726702699065208, "time": 0.8085404634475708, "epoch": 85, "step": 15976}
{"lr": 0.00020333260981028167, "data_time": 0.0010796117782592774, "loss": 0.329695805311203, "loss_cls": 0.008415934792719782, "loss_obj": 0.0568069963157177, "loss_bbox": 0.2644728726148605, "time": 0.8094165706634522, "epoch": 85, "step": 16026}
{"lr": 0.00019457749247532672, "data_time": 0.01230379581451416, "loss": 0.33193892896175387, "loss_cls": 0.01029154755640775, "loss_obj": 0.05717846982181072, "loss_bbox": 0.2644689154624939, "time": 0.8207186508178711, "epoch": 86, "step": 16115}
{"lr": 0.00019457749247532672, "data_time": 0.0010929679870605468, "loss": 0.3360980975627899, "loss_cls": 0.008482414255850017, "loss_obj": 0.056713330522179604, "loss_bbox": 0.2709023517370224, "time": 0.8085411643981933, "epoch": 86, "step": 16165}
{"lr": 0.00019457749247532672, "data_time": 0.0010831642150878906, "loss": 0.329422373175621, "loss_cls": 0.010292487116530538, "loss_obj": 0.060246274322271344, "loss_bbox": 0.25888361006975175, "time": 0.8092308807373046, "epoch": 86, "step": 16215}
{"coco/bbox_mAP": 0.593, "coco/bbox_mAP_50": 0.895, "coco/bbox_mAP_75": 0.62, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.782, "coco/bbox_mAP_l": 0.917, "step": 86}
{"lr": 0.00018630883014404313, "data_time": 0.010521106719970703, "loss": 0.33186728656291964, "loss_cls": 0.01024682111805305, "loss_obj": 0.0596617241948843, "loss_bbox": 0.26195874124765395, "time": 0.818808856010437, "epoch": 87, "step": 16304}
{"lr": 0.00018630883014404313, "data_time": 0.0010863161087036133, "loss": 0.3357129412889481, "loss_cls": 0.008946698494255542, "loss_obj": 0.06114391595125199, "loss_bbox": 0.2656223264336586, "time": 0.809822211265564, "epoch": 87, "step": 16354}
{"lr": 0.00018630883014404313, "data_time": 0.0010857582092285156, "loss": 0.330957333445549, "loss_cls": 0.008345835832878947, "loss_obj": 0.05813009969890118, "loss_bbox": 0.264481398165226, "time": 0.8096707153320313, "epoch": 87, "step": 16404}
{"lr": 0.00017853478298786405, "data_time": 0.010487995147705077, "loss": 0.32738598823547366, "loss_cls": 0.009828718495555222, "loss_obj": 0.055231684744358064, "loss_bbox": 0.2623255836963654, "time": 0.8186140441894532, "epoch": 88, "step": 16493}
{"lr": 0.00017853478298786405, "data_time": 0.001095428466796875, "loss": 0.3303195130825043, "loss_cls": 0.007831366825848817, "loss_obj": 0.05540436521172523, "loss_bbox": 0.2670837816596031, "time": 0.8088049411773681, "epoch": 88, "step": 16543}
{"lr": 0.00017853478298786405, "data_time": 0.0010840034484863282, "loss": 0.3261735564470291, "loss_cls": 0.01063582302769646, "loss_obj": 0.05627725850790739, "loss_bbox": 0.25926047503948213, "time": 0.8082130146026612, "epoch": 88, "step": 16593}
{"coco/bbox_mAP": 0.592, "coco/bbox_mAP_50": 0.895, "coco/bbox_mAP_75": 0.619, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.781, "coco/bbox_mAP_l": 0.917, "step": 88}
{"lr": 0.00017126302305276066, "data_time": 0.01191157341003418, "loss": 0.32758504688739776, "loss_cls": 0.008337570503354073, "loss_obj": 0.05479220733046532, "loss_bbox": 0.2644552701711655, "time": 0.8194374799728393, "epoch": 89, "step": 16682}
{"lr": 0.00017126302305276066, "data_time": 0.0010747289657592773, "loss": 0.3293523520231247, "loss_cls": 0.007706541132647544, "loss_obj": 0.058443207666277884, "loss_bbox": 0.2632026043534279, "time": 0.8097002458572388, "epoch": 89, "step": 16732}
{"lr": 0.00017126302305276066, "data_time": 0.0010840797424316406, "loss": 0.33385600030422213, "loss_cls": 0.010197175391949713, "loss_obj": 0.060761034190654754, "loss_bbox": 0.26289778798818586, "time": 0.8092946338653565, "epoch": 89, "step": 16782}
{"lr": 0.00016450072668785856, "data_time": 0.013122243881225586, "loss": 0.3295367246866226, "loss_cls": 0.00911529725883156, "loss_obj": 0.05853355675935745, "loss_bbox": 0.2618878716230392, "time": 0.820867486000061, "epoch": 90, "step": 16871}
{"lr": 0.00016450072668785856, "data_time": 0.00110015869140625, "loss": 0.3209480765461922, "loss_cls": 0.008100527310743929, "loss_obj": 0.05718429006636143, "loss_bbox": 0.2556632587313652, "time": 0.809890022277832, "epoch": 90, "step": 16921}
{"lr": 0.00016450072668785856, "data_time": 0.001095414161682129, "loss": 0.33373586714267733, "loss_cls": 0.010380124733783304, "loss_obj": 0.056377282291650774, "loss_bbox": 0.266978460252285, "time": 0.8092127656936645, "epoch": 90, "step": 16971}
{"coco/bbox_mAP": 0.593, "coco/bbox_mAP_50": 0.895, "coco/bbox_mAP_75": 0.618, "coco/bbox_mAP_s": 0.548, "coco/bbox_mAP_m": 0.783, "coco/bbox_mAP_l": 0.918, "step": 90}
{"lr": 0.00015825456746324808, "data_time": 0.011508021354675293, "loss": 0.33065027117729184, "loss_cls": 0.008609488876536488, "loss_obj": 0.05923561483621597, "loss_bbox": 0.2628051659464836, "time": 0.8195940589904785, "epoch": 91, "step": 17060}
{"lr": 0.00015825456746324808, "data_time": 0.0010882568359375, "loss": 0.3402495038509369, "loss_cls": 0.010710715651512145, "loss_obj": 0.0565540424734354, "loss_bbox": 0.27298474609851836, "time": 0.8080860233306885, "epoch": 91, "step": 17110}
{"lr": 0.00015825456746324808, "data_time": 0.001083383560180664, "loss": 0.3310109704732895, "loss_cls": 0.010229197111912072, "loss_obj": 0.056686065420508386, "loss_bbox": 0.26409570723772047, "time": 0.809223918914795, "epoch": 91, "step": 17160}
{"lr": 0.00015253070958397606, "data_time": 0.01193143367767334, "loss": 0.3362005001306534, "loss_cls": 0.00926249636337161, "loss_obj": 0.06134614951908588, "loss_bbox": 0.26559185683727266, "time": 0.8209991502761841, "epoch": 92, "step": 17249}
{"lr": 0.00015253070958397606, "data_time": 0.001091127395629883, "loss": 0.3282615715265274, "loss_cls": 0.00950910192914307, "loss_obj": 0.05778873212635517, "loss_bbox": 0.2609637373685837, "time": 0.8094542455673218, "epoch": 92, "step": 17299}
{"lr": 0.00015253070958397606, "data_time": 0.0010858631134033202, "loss": 0.3330180305242538, "loss_cls": 0.008160994960926473, "loss_obj": 0.05767977967858315, "loss_bbox": 0.26717725723981856, "time": 0.8091463661193847, "epoch": 92, "step": 17349}
{"coco/bbox_mAP": 0.592, "coco/bbox_mAP_50": 0.895, "coco/bbox_mAP_75": 0.618, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.78, "coco/bbox_mAP_l": 0.918, "step": 92}
{"lr": 0.00014733480180671957, "data_time": 0.01304274559020996, "loss": 0.33172986447811126, "loss_cls": 0.008966294587589801, "loss_obj": 0.06020139001309872, "loss_bbox": 0.2625621783733368, "time": 0.8216411685943603, "epoch": 93, "step": 17438}
{"lr": 0.00014733480180671957, "data_time": 0.001092376708984375, "loss": 0.32998432099819186, "loss_cls": 0.008283230368979275, "loss_obj": 0.057247477024793623, "loss_bbox": 0.2644536134600639, "time": 0.8092433738708497, "epoch": 93, "step": 17488}
{"lr": 0.00014733480180671957, "data_time": 0.0010759496688842773, "loss": 0.32972904086112975, "loss_cls": 0.009281123874243348, "loss_obj": 0.05810023494064808, "loss_bbox": 0.26234768152236937, "time": 0.8105765295028686, "epoch": 93, "step": 17538}
{"lr": 0.00014267197186514495, "data_time": 0.013765010833740234, "loss": 0.3227812218666077, "loss_cls": 0.007686065302696079, "loss_obj": 0.05588908936828375, "loss_bbox": 0.2592060685157776, "time": 0.820761399269104, "epoch": 94, "step": 17627}
{"lr": 0.00014267197186514495, "data_time": 0.001086874008178711, "loss": 0.32349021315574644, "loss_cls": 0.00839183254633099, "loss_obj": 0.05428735472261906, "loss_bbox": 0.26081102699041364, "time": 0.8082659101486206, "epoch": 94, "step": 17677}
{"lr": 0.00014267197186514495, "data_time": 0.0010938501358032226, "loss": 0.32554612576961517, "loss_cls": 0.007254626960493624, "loss_obj": 0.056199863851070404, "loss_bbox": 0.26209163457155227, "time": 0.8086150646209717, "epoch": 94, "step": 17727}
{"coco/bbox_mAP": 0.592, "coco/bbox_mAP_50": 0.894, "coco/bbox_mAP_75": 0.62, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.781, "coco/bbox_mAP_l": 0.913, "step": 94}
{"lr": 0.00013854682140945456, "data_time": 0.012069916725158692, "loss": 0.32638525128364565, "loss_cls": 0.008843022724613547, "loss_obj": 0.05635212473571301, "loss_bbox": 0.261190105676651, "time": 0.8204270696640015, "epoch": 95, "step": 17816}
{"lr": 0.00013854682140945456, "data_time": 0.0010841941833496093, "loss": 0.32418596267700195, "loss_cls": 0.008466116439085453, "loss_obj": 0.055993693582713604, "loss_bbox": 0.2597261548042297, "time": 0.8078575849533081, "epoch": 95, "step": 17866}
{"lr": 0.00013854682140945456, "data_time": 0.0010912561416625978, "loss": 0.33313620507717134, "loss_cls": 0.0092824048968032, "loss_obj": 0.0581839843839407, "loss_bbox": 0.26566981613636015, "time": 0.8084134244918824, "epoch": 95, "step": 17916}
{"lr": 0.00013496342146511255, "data_time": 0.01209895133972168, "loss": 0.32438105463981626, "loss_cls": 0.008448288906365634, "loss_obj": 0.0565303011238575, "loss_bbox": 0.25940246373414994, "time": 0.8192849493026734, "epoch": 96, "step": 18005}
{"lr": 0.00013496342146511255, "data_time": 0.0010879755020141602, "loss": 0.3354156458377838, "loss_cls": 0.007803574767895043, "loss_obj": 0.06038124762475491, "loss_bbox": 0.2672308224439621, "time": 0.8094520950317383, "epoch": 96, "step": 18055}
{"lr": 0.00013496342146511255, "data_time": 0.0010817718505859374, "loss": 0.32482738614082335, "loss_cls": 0.006336751612834633, "loss_obj": 0.058105232343077656, "loss_bbox": 0.260385402739048, "time": 0.8087185621261597, "epoch": 96, "step": 18105}
{"coco/bbox_mAP": 0.591, "coco/bbox_mAP_50": 0.893, "coco/bbox_mAP_75": 0.617, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.78, "coco/bbox_mAP_l": 0.913, "step": 96}
{"lr": 0.00013192530841523497, "data_time": 0.011809859275817871, "loss": 0.3249134024977684, "loss_cls": 0.009259551039431244, "loss_obj": 0.05634809821844101, "loss_bbox": 0.25930575519800186, "time": 0.8186067390441895, "epoch": 97, "step": 18194}
{"lr": 0.00013192530841523497, "data_time": 0.0010886764526367187, "loss": 0.3253535383939743, "loss_cls": 0.009622960416600108, "loss_obj": 0.055012133121490475, "loss_bbox": 0.2607184448838234, "time": 0.8079662418365479, "epoch": 97, "step": 18244}
{"lr": 0.00013192530841523497, "data_time": 0.0010886955261230468, "loss": 0.3275124454498291, "loss_cls": 0.009699518284760416, "loss_obj": 0.05501730591058731, "loss_bbox": 0.26279562294483183, "time": 0.8084360408782959, "epoch": 97, "step": 18294}
{"lr": 0.00012943548051060628, "data_time": 0.010749425888061524, "loss": 0.3252900314331055, "loss_cls": 0.009411418572999536, "loss_obj": 0.05435693271458149, "loss_bbox": 0.26152167826890943, "time": 0.8195002126693726, "epoch": 98, "step": 18383}
{"lr": 0.00012943548051060628, "data_time": 0.0011175537109375, "loss": 0.31847855597734454, "loss_cls": 0.005935441290494055, "loss_obj": 0.05422208808362484, "loss_bbox": 0.2583210262656212, "time": 0.807835373878479, "epoch": 98, "step": 18433}
{"lr": 0.00012943548051060628, "data_time": 0.0010949802398681641, "loss": 0.3272857186198235, "loss_cls": 0.011865492053329945, "loss_obj": 0.05452744029462338, "loss_bbox": 0.2608927872776985, "time": 0.8083341979980468, "epoch": 98, "step": 18483}
{"coco/bbox_mAP": 0.59, "coco/bbox_mAP_50": 0.891, "coco/bbox_mAP_75": 0.62, "coco/bbox_mAP_s": 0.549, "coco/bbox_mAP_m": 0.778, "coco/bbox_mAP_l": 0.913, "step": 98}
{"lr": 0.00012749639491076742, "data_time": 0.013663921356201172, "loss": 0.3286613291501999, "loss_cls": 0.007652137721888721, "loss_obj": 0.054382411390542985, "loss_bbox": 0.2666267791390419, "time": 0.8200383377075195, "epoch": 99, "step": 18572}
{"lr": 0.00012749639491076742, "data_time": 0.001099543571472168, "loss": 0.3192434948682785, "loss_cls": 0.009374700679909437, "loss_obj": 0.0535613127425313, "loss_bbox": 0.25630748182535174, "time": 0.8088865900039672, "epoch": 99, "step": 18622}
{"lr": 0.00012749639491076742, "data_time": 0.0011074876785278321, "loss": 0.31392296552658083, "loss_cls": 0.007046450828202069, "loss_obj": 0.05349484160542488, "loss_bbox": 0.2533816733956337, "time": 0.8095707082748413, "epoch": 99, "step": 18672}
{"lr": 0.0001261099652590972, "data_time": 0.013851604461669921, "loss": 0.32654363989830015, "loss_cls": 0.007860481981188059, "loss_obj": 0.056570764258503915, "loss_bbox": 0.2621123939752579, "time": 0.822344822883606, "epoch": 100, "step": 18761}
{"lr": 0.0001261099652590972, "data_time": 0.0011086177825927735, "loss": 0.3220385217666626, "loss_cls": 0.008863246613182128, "loss_obj": 0.05947179935872555, "loss_bbox": 0.2537034747004509, "time": 0.8103146457672119, "epoch": 100, "step": 18811}
{"lr": 0.0001261099652590972, "data_time": 0.0010948228836059571, "loss": 0.32393874764442443, "loss_cls": 0.009015506305731833, "loss_obj": 0.05646364152431488, "loss_bbox": 0.25845959931612017, "time": 0.8095354700088501, "epoch": 100, "step": 18861}
{"coco/bbox_mAP": 0.589, "coco/bbox_mAP_50": 0.891, "coco/bbox_mAP_75": 0.62, "coco/bbox_mAP_s": 0.55, "coco/bbox_mAP_m": 0.776, "coco/bbox_mAP_l": 0.912, "step": 100}