diff --git "a/checkpoints/catnet_r50_aug_3x_dior.json" "b/checkpoints/catnet_r50_aug_3x_dior.json"
new file mode 100644--- /dev/null
+++ "b/checkpoints/catnet_r50_aug_3x_dior.json"
@@ -0,0 +1,1080 @@
+{"lr": 0.0004954909819639278, "data_time": 0.018263959884643556, "loss": 1.9401155495643616, "loss_cls": 1.162659959793091, "loss_bbox": 0.777455598115921, "time": 0.6488168668746949, "epoch": 1, "iter": 50, "memory": 9075, "step": 50}
+{"lr": 0.0009959919839679359, "data_time": 0.008189239501953126, "loss": 2.026581540107727, "loss_cls": 1.1723334980010987, "loss_bbox": 0.8542480432987213, "time": 0.3701137447357178, "epoch": 1, "iter": 100, "memory": 9050, "step": 100}
+{"lr": 0.0014964929859719435, "data_time": 0.008055005073547363, "loss": 1.994656674861908, "loss_cls": 1.1739551305770874, "loss_bbox": 0.8207015347480774, "time": 0.37061193466186526, "epoch": 1, "iter": 150, "memory": 9094, "step": 150}
+{"lr": 0.001996993987975951, "data_time": 0.007940969467163085, "loss": 1.9726306104660034, "loss_cls": 1.1617440605163574, "loss_bbox": 0.8108865571022034, "time": 0.3812017822265625, "epoch": 1, "iter": 200, "memory": 10656, "step": 200}
+{"lr": 0.002497494989979958, "data_time": 0.008282475471496582, "loss": 1.8674287581443787, "loss_cls": 1.1675972437858582, "loss_bbox": 0.6998315131664277, "time": 0.3708629512786865, "epoch": 1, "iter": 250, "memory": 11327, "step": 250}
+{"lr": 0.0029979959919839622, "data_time": 0.008291678428649902, "loss": 1.9212682723999024, "loss_cls": 1.1579655861854554, "loss_bbox": 0.7633026945590973, "time": 0.3737440299987793, "epoch": 1, "iter": 300, "memory": 9472, "step": 300}
+{"lr": 0.00349849699398797, "data_time": 0.00785435676574707, "loss": 1.81744690656662, "loss_cls": 1.1515323972702027, "loss_bbox": 0.6659145152568817, "time": 0.37361512184143064, "epoch": 1, "iter": 350, "memory": 9457, "step": 350}
+{"lr": 0.003998997995991977, "data_time": 0.0074812030792236325, "loss": 1.881927719116211, "loss_cls": 1.0697465169429778, "loss_bbox": 0.8121812081336975, "time": 0.3701102590560913, "epoch": 1, "iter": 400, "memory": 9619, "step": 400}
+{"lr": 0.004499498997995985, "data_time": 0.007463340759277344, "loss": 1.7244331312179566, "loss_cls": 1.0355125629901887, "loss_bbox": 0.6889205670356751, "time": 0.3752792501449585, "epoch": 1, "iter": 450, "memory": 9370, "step": 450}
+{"lr": 0.004999999999999988, "data_time": 0.007426238059997559, "loss": 1.860301194190979, "loss_cls": 1.1621011924743652, "loss_bbox": 0.6982000023126602, "time": 0.3728962564468384, "epoch": 1, "iter": 500, "memory": 9051, "step": 500}
+{"lr": 0.004999999999999988, "data_time": 0.007404708862304687, "loss": 1.8841527009010315, "loss_cls": 1.1559767723083496, "loss_bbox": 0.7281759262084961, "time": 0.3722508859634399, "epoch": 1, "iter": 550, "memory": 9411, "step": 550}
+{"lr": 0.004999999999999988, "data_time": 0.007406883239746094, "loss": 1.7798253583908081, "loss_cls": 1.0995060479640961, "loss_bbox": 0.680319321155548, "time": 0.37214812755584714, "epoch": 1, "iter": 600, "memory": 9335, "step": 600}
+{"lr": 0.004999999999999988, "data_time": 0.0077586698532104495, "loss": 1.7403905415534973, "loss_cls": 1.1229526448249816, "loss_bbox": 0.6174378979206085, "time": 0.3710722780227661, "epoch": 1, "iter": 650, "memory": 9834, "step": 650}
+{"lr": 0.004999999999999988, "data_time": 0.007706389427185058, "loss": 1.761069233417511, "loss_cls": 1.0988531458377837, "loss_bbox": 0.6622160863876343, "time": 0.36849897384643554, "epoch": 1, "iter": 700, "memory": 9051, "step": 700}
+{"lr": 0.004999999999999988, "data_time": 0.0071559476852416995, "loss": 1.827641592025757, "loss_cls": 1.1321248424053192, "loss_bbox": 0.6955167490243912, "time": 0.37586485862731933, "epoch": 1, "iter": 750, "memory": 9867, "step": 750}
+{"lr": 0.004999999999999988, "data_time": 0.00707632064819336, "loss": 1.7560140943527223, "loss_cls": 1.092684700489044, "loss_bbox": 0.6633293867111206, "time": 0.3680602121353149, "epoch": 1, "iter": 800, "memory": 9050, "step": 800}
+{"lr": 0.004999999999999988, "data_time": 0.007202839851379395, "loss": 1.6208316040039064, "loss_cls": 0.9896589136123657, "loss_bbox": 0.6311726814508438, "time": 0.36900633811950684, "epoch": 1, "iter": 850, "memory": 9864, "step": 850}
+{"lr": 0.004999999999999988, "data_time": 0.007288651466369629, "loss": 1.4735625398159027, "loss_cls": 0.8833170109987258, "loss_bbox": 0.5902455180883408, "time": 0.36830645084381103, "epoch": 1, "iter": 900, "memory": 9674, "step": 900}
+{"lr": 0.004999999999999988, "data_time": 0.007279744148254394, "loss": 1.4247152090072632, "loss_cls": 0.8586197161674499, "loss_bbox": 0.5660955059528351, "time": 0.3671924161911011, "epoch": 1, "iter": 950, "memory": 9082, "step": 950}
+{"lr": 0.004999999999999988, "data_time": 0.0075453615188598635, "loss": 1.4189114701747894, "loss_cls": 0.8813947021961213, "loss_bbox": 0.5375167602300643, "time": 0.36532035827636716, "epoch": 1, "iter": 1000, "memory": 9077, "step": 1000}
+{"lr": 0.004999999999999988, "data_time": 0.007853150367736816, "loss": 1.4370351684093476, "loss_cls": 0.9384094685316086, "loss_bbox": 0.49862570881843565, "time": 0.37007728576660154, "epoch": 1, "iter": 1050, "memory": 9279, "step": 1050}
+{"lr": 0.004999999999999988, "data_time": 0.007471508979797363, "loss": 1.3679704880714416, "loss_cls": 0.8596819245815277, "loss_bbox": 0.5082885703444481, "time": 0.3568988704681397, "epoch": 1, "iter": 1100, "memory": 9050, "step": 1100}
+{"lr": 0.004999999999999988, "data_time": 0.00762908935546875, "loss": 1.4444506895542144, "loss_cls": 0.9291804909706116, "loss_bbox": 0.5152701932191849, "time": 0.37093613147735593, "epoch": 1, "iter": 1150, "memory": 9652, "step": 1150}
+{"lr": 0.004999999999999988, "data_time": 0.007156906127929688, "loss": 1.404704954624176, "loss_cls": 0.9063042616844177, "loss_bbox": 0.49840069591999053, "time": 0.35321070194244386, "epoch": 1, "iter": 1200, "memory": 9541, "step": 1200}
+{"lr": 0.004999999999999988, "data_time": 0.007646098136901856, "loss": 1.3744170558452606, "loss_cls": 0.868405020236969, "loss_bbox": 0.5060120382905007, "time": 0.3665036869049072, "epoch": 1, "iter": 1250, "memory": 9065, "step": 1250}
+{"lr": 0.004999999999999988, "data_time": 0.007913165092468262, "loss": 1.3297487413883209, "loss_cls": 0.8402012240886688, "loss_bbox": 0.48954751044511796, "time": 0.36585268020629885, "epoch": 1, "iter": 1300, "memory": 9226, "step": 1300}
+{"lr": 0.004999999999999988, "data_time": 0.007798380851745605, "loss": 1.5565816676616668, "loss_cls": 1.0253665125370026, "loss_bbox": 0.5312151473760605, "time": 0.37335737228393556, "epoch": 1, "iter": 1350, "memory": 9683, "step": 1350}
+{"lr": 0.004999999999999988, "data_time": 0.007630996704101563, "loss": 1.5733138179779054, "loss_cls": 1.1252539491653442, "loss_bbox": 0.44805986881256105, "time": 0.3694202756881714, "epoch": 1, "iter": 1400, "memory": 9156, "step": 1400}
+{"lr": 0.004999999999999988, "data_time": 0.0077780580520629885, "loss": 1.311319226026535, "loss_cls": 0.8500509619712829, "loss_bbox": 0.461268267929554, "time": 0.3725813627243042, "epoch": 1, "iter": 1450, "memory": 10893, "step": 1450}
+{"pascal_voc/mAP": 0.022885756567120552, "pascal_voc/AP50": 0.023, "data_time": 0.0017699130349102378, "time": 0.0510315550653045, "step": 1}
+{"lr": 0.004999999999999988, "data_time": 0.00748103141784668, "loss": 1.175842741727829, "loss_cls": 0.7574157905578613, "loss_bbox": 0.418426950275898, "time": 0.3162135314941406, "epoch": 2, "iter": 1516, "memory": 9194, "step": 1516}
+{"lr": 0.004999999999999988, "data_time": 0.006039686203002929, "loss": 1.2631511783599854, "loss_cls": 0.7937214601039887, "loss_bbox": 0.4694297170639038, "time": 0.31321049690246583, "epoch": 2, "iter": 1566, "memory": 9056, "step": 1566}
+{"lr": 0.004999999999999988, "data_time": 0.006114072799682617, "loss": 1.0938418543338775, "loss_cls": 0.6574861633777619, "loss_bbox": 0.43635569274425506, "time": 0.31318228244781493, "epoch": 2, "iter": 1616, "memory": 9069, "step": 1616}
+{"lr": 0.004999999999999988, "data_time": 0.006276416778564453, "loss": 1.1416340255737305, "loss_cls": 0.685581818819046, "loss_bbox": 0.456052203476429, "time": 0.3117150068283081, "epoch": 2, "iter": 1666, "memory": 9124, "step": 1666}
+{"lr": 0.004999999999999988, "data_time": 0.006385583877563477, "loss": 1.1260421919822692, "loss_cls": 0.6654977995157242, "loss_bbox": 0.46054438918828966, "time": 0.31201696395874023, "epoch": 2, "iter": 1716, "memory": 10019, "step": 1716}
+{"lr": 0.004999999999999988, "data_time": 0.006176176071166992, "loss": 1.206319922208786, "loss_cls": 0.7063294714689254, "loss_bbox": 0.4999904501438141, "time": 0.3165708351135254, "epoch": 2, "iter": 1766, "memory": 9103, "step": 1766}
+{"lr": 0.004999999999999988, "data_time": 0.006379308700561523, "loss": 1.0773971796035766, "loss_cls": 0.6403637075424194, "loss_bbox": 0.43703347474336623, "time": 0.3159004211425781, "epoch": 2, "iter": 1816, "memory": 9448, "step": 1816}
+{"lr": 0.004999999999999988, "data_time": 0.006258020401000977, "loss": 0.9916691803932189, "loss_cls": 0.6004633796215058, "loss_bbox": 0.39120579838752745, "time": 0.31066184043884276, "epoch": 2, "iter": 1866, "memory": 9050, "step": 1866}
+{"lr": 0.004999999999999988, "data_time": 0.006385316848754883, "loss": 0.9991412377357483, "loss_cls": 0.5980558568239212, "loss_bbox": 0.4010853826999664, "time": 0.31165854454040526, "epoch": 2, "iter": 1916, "memory": 10720, "step": 1916}
+{"lr": 0.004999999999999988, "data_time": 0.00654177188873291, "loss": 1.0321712923049926, "loss_cls": 0.6193700462579728, "loss_bbox": 0.4128012472391129, "time": 0.3101852083206177, "epoch": 2, "iter": 1966, "memory": 9323, "step": 1966}
+{"lr": 0.004999999999999988, "data_time": 0.006511087417602539, "loss": 0.9146059572696685, "loss_cls": 0.5576030939817429, "loss_bbox": 0.35700285851955416, "time": 0.3101754570007324, "epoch": 2, "iter": 2016, "memory": 9072, "step": 2016}
+{"lr": 0.004999999999999988, "data_time": 0.006253733634948731, "loss": 0.9403358900547027, "loss_cls": 0.5523241955041885, "loss_bbox": 0.3880117002129555, "time": 0.31003584861755373, "epoch": 2, "iter": 2066, "memory": 9606, "step": 2066}
+{"lr": 0.004999999999999988, "data_time": 0.006590290069580078, "loss": 0.9018623161315918, "loss_cls": 0.5320811134576797, "loss_bbox": 0.36978120237588885, "time": 0.31244979858398436, "epoch": 2, "iter": 2116, "memory": 9050, "step": 2116}
+{"lr": 0.004999999999999988, "data_time": 0.006324982643127442, "loss": 1.084526240825653, "loss_cls": 0.6365704363584519, "loss_bbox": 0.44795580476522445, "time": 0.3199939441680908, "epoch": 2, "iter": 2166, "memory": 12038, "step": 2166}
+{"lr": 0.004999999999999988, "data_time": 0.006292872428894043, "loss": 0.9805044090747833, "loss_cls": 0.5989339959621429, "loss_bbox": 0.38157041877508163, "time": 0.31490851879119874, "epoch": 2, "iter": 2216, "memory": 9701, "step": 2216}
+{"lr": 0.004999999999999988, "data_time": 0.006485896110534668, "loss": 0.9742633628845215, "loss_cls": 0.5692915788292885, "loss_bbox": 0.40497178375720977, "time": 0.3143381309509277, "epoch": 2, "iter": 2266, "memory": 9050, "step": 2266}
+{"lr": 0.004999999999999988, "data_time": 0.006516714096069336, "loss": 0.9146131455898285, "loss_cls": 0.5310890609025956, "loss_bbox": 0.3835240837931633, "time": 0.3142079210281372, "epoch": 2, "iter": 2316, "memory": 9957, "step": 2316}
+{"lr": 0.004999999999999988, "data_time": 0.0065858554840087895, "loss": 0.9679151618480683, "loss_cls": 0.5695651638507843, "loss_bbox": 0.39834999322891235, "time": 0.31871326446533205, "epoch": 2, "iter": 2366, "memory": 9630, "step": 2366}
+{"lr": 0.004999999999999988, "data_time": 0.006301922798156738, "loss": 0.9650200355052948, "loss_cls": 0.5731004819273948, "loss_bbox": 0.3919195544719696, "time": 0.3141013479232788, "epoch": 2, "iter": 2416, "memory": 9053, "step": 2416}
+{"lr": 0.004999999999999988, "data_time": 0.006478796005249024, "loss": 0.8426190286874771, "loss_cls": 0.4965574398636818, "loss_bbox": 0.34606159120798113, "time": 0.31756033897399905, "epoch": 2, "iter": 2466, "memory": 9050, "step": 2466}
+{"lr": 0.004999999999999988, "data_time": 0.00656402587890625, "loss": 0.8595655465126038, "loss_cls": 0.5108034306764603, "loss_bbox": 0.3487621167302132, "time": 0.31403746128082277, "epoch": 2, "iter": 2516, "memory": 9187, "step": 2516}
+{"lr": 0.004999999999999988, "data_time": 0.006363821029663086, "loss": 0.828484074473381, "loss_cls": 0.48538567423820494, "loss_bbox": 0.34309840083122256, "time": 0.3163986825942993, "epoch": 2, "iter": 2566, "memory": 9059, "step": 2566}
+{"lr": 0.004999999999999988, "data_time": 0.006426820755004883, "loss": 0.8790090101957321, "loss_cls": 0.518107902109623, "loss_bbox": 0.3609011101722717, "time": 0.31871805191040037, "epoch": 2, "iter": 2616, "memory": 9834, "step": 2616}
+{"lr": 0.004999999999999988, "data_time": 0.006598391532897949, "loss": 0.9177333986759186, "loss_cls": 0.5375271251797676, "loss_bbox": 0.380206273496151, "time": 0.314739933013916, "epoch": 2, "iter": 2666, "memory": 9061, "step": 2666}
+{"lr": 0.004999999999999988, "data_time": 0.006627802848815918, "loss": 0.8349107259511948, "loss_cls": 0.4751098743081093, "loss_bbox": 0.35980085223913194, "time": 0.3212295389175415, "epoch": 2, "iter": 2716, "memory": 9583, "step": 2716}
+{"lr": 0.004999999999999988, "data_time": 0.006459436416625977, "loss": 0.8502142894268035, "loss_cls": 0.46404150009155276, "loss_bbox": 0.3861727884411812, "time": 0.3191446018218994, "epoch": 2, "iter": 2766, "memory": 9671, "step": 2766}
+{"lr": 0.004999999999999988, "data_time": 0.006592245101928711, "loss": 0.8004855585098266, "loss_cls": 0.452551506459713, "loss_bbox": 0.3479340496659279, "time": 0.31663568019866944, "epoch": 2, "iter": 2816, "memory": 11184, "step": 2816}
+{"lr": 0.004999999999999988, "data_time": 0.006512980461120605, "loss": 0.8085905039310455, "loss_cls": 0.45260996907949447, "loss_bbox": 0.35598052740097047, "time": 0.3143601846694946, "epoch": 2, "iter": 2866, "memory": 9049, "step": 2866}
+{"lr": 0.004999999999999988, "data_time": 0.006700253486633301, "loss": 0.7913288778066635, "loss_cls": 0.4504436469078064, "loss_bbox": 0.34088523328304293, "time": 0.3173708057403564, "epoch": 2, "iter": 2916, "memory": 9559, "step": 2916}
+{"pascal_voc/mAP": 0.18027222156524658, "pascal_voc/AP50": 0.18, "data_time": 0.0016418885470086287, "time": 0.050601011400976365, "step": 2}
+{"lr": 0.004999999999999988, "data_time": 0.007854466438293456, "loss": 0.7855548328161239, "loss_cls": 0.4591093009710312, "loss_bbox": 0.32644553363323214, "time": 0.3155700302124023, "epoch": 3, "iter": 2982, "memory": 10444, "step": 2982}
+{"lr": 0.004999999999999988, "data_time": 0.006287832260131836, "loss": 0.7976184147596359, "loss_cls": 0.4435133373737335, "loss_bbox": 0.3541050711274147, "time": 0.3119740867614746, "epoch": 3, "iter": 3032, "memory": 9412, "step": 3032}
+{"lr": 0.004999999999999988, "data_time": 0.006355133056640625, "loss": 0.7593908351659775, "loss_cls": 0.40912162691354753, "loss_bbox": 0.35026920706033704, "time": 0.31540981769561766, "epoch": 3, "iter": 3082, "memory": 9400, "step": 3082}
+{"lr": 0.004999999999999988, "data_time": 0.006299896240234375, "loss": 0.8458593142032623, "loss_cls": 0.4393298614025116, "loss_bbox": 0.406529455780983, "time": 0.31399738788604736, "epoch": 3, "iter": 3132, "memory": 9410, "step": 3132}
+{"lr": 0.004999999999999988, "data_time": 0.006358456611633301, "loss": 0.7679334580898285, "loss_cls": 0.4204022890329361, "loss_bbox": 0.3475311656296253, "time": 0.31198552131652835, "epoch": 3, "iter": 3182, "memory": 9068, "step": 3182}
+{"lr": 0.004999999999999988, "data_time": 0.00635439395904541, "loss": 0.7613868701457978, "loss_cls": 0.44693452984094617, "loss_bbox": 0.3144523394107819, "time": 0.3175039577484131, "epoch": 3, "iter": 3232, "memory": 9444, "step": 3232}
+{"lr": 0.004999999999999988, "data_time": 0.006469497680664063, "loss": 0.8436366194486618, "loss_cls": 0.500668097436428, "loss_bbox": 0.3429685246944427, "time": 0.319524507522583, "epoch": 3, "iter": 3282, "memory": 10029, "step": 3282}
+{"lr": 0.004999999999999988, "data_time": 0.006367602348327637, "loss": 0.9007214719057083, "loss_cls": 0.5313454642891884, "loss_bbox": 0.36937600642442703, "time": 0.3214251470565796, "epoch": 3, "iter": 3332, "memory": 9260, "step": 3332}
+{"lr": 0.004999999999999988, "data_time": 0.006424665451049805, "loss": 0.8278463217616081, "loss_cls": 0.4908440873026848, "loss_bbox": 0.33700223654508593, "time": 0.3135585832595825, "epoch": 3, "iter": 3382, "memory": 9968, "step": 3382}
+{"lr": 0.004999999999999988, "data_time": 0.006605963706970214, "loss": 0.7566371494531632, "loss_cls": 0.4397809898853302, "loss_bbox": 0.31685615941882134, "time": 0.316612696647644, "epoch": 3, "iter": 3432, "memory": 9100, "step": 3432}
+{"lr": 0.004999999999999988, "data_time": 0.00659060001373291, "loss": 0.7664862924814224, "loss_cls": 0.45245547488331794, "loss_bbox": 0.3140308147668838, "time": 0.32184897899627685, "epoch": 3, "iter": 3482, "memory": 9361, "step": 3482}
+{"lr": 0.004999999999999988, "data_time": 0.006203398704528808, "loss": 0.7327991855144501, "loss_cls": 0.4085664930939674, "loss_bbox": 0.324232691526413, "time": 0.3129899501800537, "epoch": 3, "iter": 3532, "memory": 9561, "step": 3532}
+{"lr": 0.004999999999999988, "data_time": 0.006573014259338379, "loss": 0.791237839460373, "loss_cls": 0.44152736842632295, "loss_bbox": 0.3497104749083519, "time": 0.3127997159957886, "epoch": 3, "iter": 3582, "memory": 9349, "step": 3582}
+{"lr": 0.004999999999999988, "data_time": 0.006402230262756348, "loss": 0.7721523514389992, "loss_cls": 0.424464545249939, "loss_bbox": 0.3476878073811531, "time": 0.32158526420593264, "epoch": 3, "iter": 3632, "memory": 10014, "step": 3632}
+{"lr": 0.004999999999999988, "data_time": 0.006360716819763183, "loss": 0.8062436705827714, "loss_cls": 0.4509082394838333, "loss_bbox": 0.3553354308009148, "time": 0.31507727146148684, "epoch": 3, "iter": 3682, "memory": 9051, "step": 3682}
+{"lr": 0.004999999999999988, "data_time": 0.006356325149536133, "loss": 0.7143643927574158, "loss_cls": 0.4020424956083298, "loss_bbox": 0.31232189446687697, "time": 0.3138594675064087, "epoch": 3, "iter": 3732, "memory": 9052, "step": 3732}
+{"lr": 0.004999999999999988, "data_time": 0.006877961158752441, "loss": 0.7402626073360443, "loss_cls": 0.41634224325418473, "loss_bbox": 0.32392036244273187, "time": 0.3244546031951904, "epoch": 3, "iter": 3782, "memory": 9207, "step": 3782}
+{"lr": 0.004999999999999988, "data_time": 0.00846409797668457, "loss": 0.7277271461486816, "loss_cls": 0.40834899693727494, "loss_bbox": 0.3193781408667564, "time": 0.3709017467498779, "epoch": 3, "iter": 3832, "memory": 9466, "step": 3832}
+{"lr": 0.004999999999999988, "data_time": 0.008211736679077148, "loss": 0.6597158175706863, "loss_cls": 0.3567917616665363, "loss_bbox": 0.3029240575432777, "time": 0.3669276809692383, "epoch": 3, "iter": 3882, "memory": 9084, "step": 3882}
+{"lr": 0.004999999999999988, "data_time": 0.008317837715148926, "loss": 0.6724584233760834, "loss_cls": 0.37277797251939776, "loss_bbox": 0.2996804490685463, "time": 0.3637258291244507, "epoch": 3, "iter": 3932, "memory": 10091, "step": 3932}
+{"lr": 0.004999999999999988, "data_time": 0.008407969474792481, "loss": 0.7454739022254944, "loss_cls": 0.4007326838374138, "loss_bbox": 0.3447412221133709, "time": 0.3665616416931152, "epoch": 3, "iter": 3982, "memory": 9154, "step": 3982}
+{"lr": 0.004999999999999988, "data_time": 0.008082690238952637, "loss": 0.6753316402435303, "loss_cls": 0.34992656484246254, "loss_bbox": 0.32540507763624194, "time": 0.3730695056915283, "epoch": 3, "iter": 4032, "memory": 9057, "step": 4032}
+{"lr": 0.004999999999999988, "data_time": 0.008326349258422851, "loss": 0.6692723232507706, "loss_cls": 0.3452146212756634, "loss_bbox": 0.3240577045083046, "time": 0.36985270023345945, "epoch": 3, "iter": 4082, "memory": 9231, "step": 4082}
+{"lr": 0.004999999999999988, "data_time": 0.007967333793640136, "loss": 0.6374104440212249, "loss_cls": 0.3395721139013767, "loss_bbox": 0.2978383280336857, "time": 0.36697434425354003, "epoch": 3, "iter": 4132, "memory": 9098, "step": 4132}
+{"lr": 0.004999999999999988, "data_time": 0.008244338035583497, "loss": 0.7116205680370331, "loss_cls": 0.3781400826573372, "loss_bbox": 0.3334804818034172, "time": 0.37073162078857425, "epoch": 3, "iter": 4182, "memory": 9048, "step": 4182}
+{"lr": 0.004999999999999988, "data_time": 0.008390140533447266, "loss": 0.6507684195041656, "loss_cls": 0.35982808500528335, "loss_bbox": 0.2909403295814991, "time": 0.37574615955352786, "epoch": 3, "iter": 4232, "memory": 9345, "step": 4232}
+{"lr": 0.004999999999999988, "data_time": 0.00817617416381836, "loss": 0.6953916305303574, "loss_cls": 0.3742742359638214, "loss_bbox": 0.32111739963293073, "time": 0.37195932388305664, "epoch": 3, "iter": 4282, "memory": 9659, "step": 4282}
+{"lr": 0.004999999999999988, "data_time": 0.008180861473083495, "loss": 0.6744688475131988, "loss_cls": 0.3650844778120518, "loss_bbox": 0.3093843725323677, "time": 0.36836513996124265, "epoch": 3, "iter": 4332, "memory": 9053, "step": 4332}
+{"lr": 0.004999999999999988, "data_time": 0.00815044403076172, "loss": 0.7295726478099823, "loss_cls": 0.38935419827699663, "loss_bbox": 0.34021844774484633, "time": 0.37360722064971924, "epoch": 3, "iter": 4382, "memory": 9146, "step": 4382}
+{"pascal_voc/mAP": 0.37875282764434814, "pascal_voc/AP50": 0.379, "data_time": 0.0016413565714937465, "time": 0.043738308167262686, "step": 3}
+{"lr": 0.004999999999999988, "data_time": 0.00941469669342041, "loss": 0.698746871650219, "loss_cls": 0.368662366271019, "loss_bbox": 0.33008450374007225, "time": 0.3169220495223999, "epoch": 4, "iter": 4448, "memory": 9256, "step": 4448}
+{"lr": 0.004999999999999988, "data_time": 0.007931809425354003, "loss": 0.6823354920744896, "loss_cls": 0.3707651510834694, "loss_bbox": 0.31157034426927566, "time": 0.31426706790924075, "epoch": 4, "iter": 4498, "memory": 9560, "step": 4498}
+{"lr": 0.004999999999999988, "data_time": 0.008104419708251953, "loss": 0.6575131776928902, "loss_cls": 0.3450828556716442, "loss_bbox": 0.3124303244054317, "time": 0.3233532428741455, "epoch": 4, "iter": 4548, "memory": 9050, "step": 4548}
+{"lr": 0.004999999999999988, "data_time": 0.007750449180603028, "loss": 0.6280845487117768, "loss_cls": 0.30693748012185096, "loss_bbox": 0.32114706858992575, "time": 0.31265305042266844, "epoch": 4, "iter": 4598, "memory": 9083, "step": 4598}
+{"lr": 0.004999999999999988, "data_time": 0.007928762435913086, "loss": 0.6296887508034706, "loss_cls": 0.3297628788650036, "loss_bbox": 0.29992586866021154, "time": 0.31519231796264646, "epoch": 4, "iter": 4648, "memory": 9051, "step": 4648}
+{"lr": 0.004999999999999988, "data_time": 0.00785264492034912, "loss": 0.6209600567817688, "loss_cls": 0.32341915383934977, "loss_bbox": 0.29754090040922165, "time": 0.31650805950164795, "epoch": 4, "iter": 4698, "memory": 9067, "step": 4698}
+{"lr": 0.004999999999999988, "data_time": 0.008097400665283203, "loss": 0.6320365044474602, "loss_cls": 0.32520078867673874, "loss_bbox": 0.3068357108533382, "time": 0.3178159284591675, "epoch": 4, "iter": 4748, "memory": 9665, "step": 4748}
+{"lr": 0.004999999999999988, "data_time": 0.007858633995056152, "loss": 0.5957025629281998, "loss_cls": 0.31308316126465796, "loss_bbox": 0.28261940240859984, "time": 0.3180994462966919, "epoch": 4, "iter": 4798, "memory": 9056, "step": 4798}
+{"lr": 0.004999999999999988, "data_time": 0.007755088806152344, "loss": 0.6349091213941574, "loss_cls": 0.32531031981110575, "loss_bbox": 0.30959879979491234, "time": 0.31310917377471925, "epoch": 4, "iter": 4848, "memory": 9655, "step": 4848}
+{"lr": 0.004999999999999988, "data_time": 0.007640137672424317, "loss": 0.5612676265835762, "loss_cls": 0.2851525676995516, "loss_bbox": 0.27611505568027495, "time": 0.3130666494369507, "epoch": 4, "iter": 4898, "memory": 9250, "step": 4898}
+{"lr": 0.004999999999999988, "data_time": 0.007866859436035156, "loss": 0.5716490781307221, "loss_cls": 0.29261552572250366, "loss_bbox": 0.2790335528552532, "time": 0.3152785396575928, "epoch": 4, "iter": 4948, "memory": 9674, "step": 4948}
+{"lr": 0.004999999999999988, "data_time": 0.007488493919372559, "loss": 0.6833190697431565, "loss_cls": 0.3827377995848656, "loss_bbox": 0.30058126896619797, "time": 0.31499948978424075, "epoch": 4, "iter": 4998, "memory": 9049, "step": 4998}
+{"lr": 0.004999999999999988, "data_time": 0.007874841690063477, "loss": 0.6539383465051651, "loss_cls": 0.34169121742248537, "loss_bbox": 0.3122471344470978, "time": 0.3130249071121216, "epoch": 4, "iter": 5048, "memory": 9047, "step": 5048}
+{"lr": 0.004999999999999988, "data_time": 0.007496075630187988, "loss": 0.5577821996808052, "loss_cls": 0.2869755248725414, "loss_bbox": 0.27080667451024054, "time": 0.3133092212677002, "epoch": 4, "iter": 5098, "memory": 9968, "step": 5098}
+{"lr": 0.004999999999999988, "data_time": 0.008166365623474121, "loss": 0.5835238894820214, "loss_cls": 0.28523239254951477, "loss_bbox": 0.29829149425029755, "time": 0.3184449863433838, "epoch": 4, "iter": 5148, "memory": 9051, "step": 5148}
+{"lr": 0.004999999999999988, "data_time": 0.008111939430236817, "loss": 0.6277723741531372, "loss_cls": 0.34424752458930014, "loss_bbox": 0.2835248513519764, "time": 0.31365535259246824, "epoch": 4, "iter": 5198, "memory": 9211, "step": 5198}
+{"lr": 0.004999999999999988, "data_time": 0.008113636970520019, "loss": 0.6447405844926835, "loss_cls": 0.3412603458762169, "loss_bbox": 0.3034802386164665, "time": 0.31855029106140137, "epoch": 4, "iter": 5248, "memory": 9241, "step": 5248}
+{"lr": 0.004999999999999988, "data_time": 0.008158426284790039, "loss": 0.5793424838781357, "loss_cls": 0.29922746375203135, "loss_bbox": 0.28011502474546435, "time": 0.3173754549026489, "epoch": 4, "iter": 5298, "memory": 9625, "step": 5298}
+{"lr": 0.004999999999999988, "data_time": 0.008031659126281739, "loss": 0.5955049112439156, "loss_cls": 0.29290101744234565, "loss_bbox": 0.3026038946211338, "time": 0.3201170635223389, "epoch": 4, "iter": 5348, "memory": 9600, "step": 5348}
+{"lr": 0.004999999999999988, "data_time": 0.008107686042785644, "loss": 0.5851165947318077, "loss_cls": 0.30342047438025477, "loss_bbox": 0.28169611662626265, "time": 0.3194597625732422, "epoch": 4, "iter": 5398, "memory": 10430, "step": 5398}
+{"lr": 0.004999999999999988, "data_time": 0.008182506561279296, "loss": 0.6686329308152199, "loss_cls": 0.33603601321578025, "loss_bbox": 0.3325969192385674, "time": 0.31728878021240237, "epoch": 4, "iter": 5448, "memory": 9487, "step": 5448}
+{"lr": 0.004999999999999988, "data_time": 0.007803802490234375, "loss": 0.4870021462440491, "loss_cls": 0.22948267593979835, "loss_bbox": 0.25751947090029714, "time": 0.3171477079391479, "epoch": 4, "iter": 5498, "memory": 9049, "step": 5498}
+{"lr": 0.004999999999999988, "data_time": 0.007987327575683593, "loss": 0.6212552392482757, "loss_cls": 0.30919076934456824, "loss_bbox": 0.3120644660294056, "time": 0.3193202590942383, "epoch": 4, "iter": 5548, "memory": 9125, "step": 5548}
+{"lr": 0.004999999999999988, "data_time": 0.008050661087036132, "loss": 0.5164878144860268, "loss_cls": 0.25392366588115695, "loss_bbox": 0.2625641486048698, "time": 0.31765769004821776, "epoch": 4, "iter": 5598, "memory": 9177, "step": 5598}
+{"lr": 0.004999999999999988, "data_time": 0.008171138763427734, "loss": 0.5259336188435555, "loss_cls": 0.26258812539279464, "loss_bbox": 0.2633454920351505, "time": 0.31394718170166014, "epoch": 4, "iter": 5648, "memory": 9149, "step": 5648}
+{"lr": 0.004999999999999988, "data_time": 0.007988018989562988, "loss": 0.6099829149246215, "loss_cls": 0.3104397214204073, "loss_bbox": 0.29954318806529046, "time": 0.32151414394378663, "epoch": 4, "iter": 5698, "memory": 9090, "step": 5698}
+{"lr": 0.004999999999999988, "data_time": 0.007909498214721679, "loss": 0.5523841705918312, "loss_cls": 0.2699058558791876, "loss_bbox": 0.28247831523418426, "time": 0.31788602352142337, "epoch": 4, "iter": 5748, "memory": 9048, "step": 5748}
+{"lr": 0.004999999999999988, "data_time": 0.007832889556884765, "loss": 0.6305381518602371, "loss_cls": 0.30671184152364733, "loss_bbox": 0.3238263091444969, "time": 0.316028847694397, "epoch": 4, "iter": 5798, "memory": 9143, "step": 5798}
+{"lr": 0.004999999999999988, "data_time": 0.008009533882141113, "loss": 0.5315725150704383, "loss_cls": 0.26996865555644034, "loss_bbox": 0.2616038593649864, "time": 0.31493252754211426, "epoch": 4, "iter": 5848, "memory": 9051, "step": 5848}
+{"pascal_voc/mAP": 0.46299999952316284, "pascal_voc/AP50": 0.463, "data_time": 0.0017106055563737002, "time": 0.04323866151334155, "step": 4}
+{"lr": 0.004999999999999988, "data_time": 0.007622532844543457, "loss": 0.5892399227619172, "loss_cls": 0.32237768843770026, "loss_bbox": 0.2668622304499149, "time": 0.31684950351715085, "epoch": 5, "iter": 5914, "memory": 9052, "step": 5914}
+{"lr": 0.004999999999999988, "data_time": 0.006535840034484863, "loss": 0.6214659291505814, "loss_cls": 0.30141514375805856, "loss_bbox": 0.32005078554153443, "time": 0.3110154104232788, "epoch": 5, "iter": 5964, "memory": 9065, "step": 5964}
+{"lr": 0.004999999999999988, "data_time": 0.0064820384979248045, "loss": 0.6097283589839936, "loss_cls": 0.30465977020561696, "loss_bbox": 0.3050685854256153, "time": 0.31644980907440184, "epoch": 5, "iter": 6014, "memory": 9309, "step": 6014}
+{"lr": 0.004999999999999988, "data_time": 0.006580781936645508, "loss": 0.5372381874918938, "loss_cls": 0.2581860440224409, "loss_bbox": 0.27905214682221413, "time": 0.31520661830902097, "epoch": 5, "iter": 6064, "memory": 9051, "step": 6064}
+{"lr": 0.004999999999999988, "data_time": 0.006693854331970215, "loss": 0.5564652240276337, "loss_cls": 0.27940423421561716, "loss_bbox": 0.2770609885454178, "time": 0.31313995361328123, "epoch": 5, "iter": 6114, "memory": 9176, "step": 6114}
+{"lr": 0.004999999999999988, "data_time": 0.006414422988891602, "loss": 0.5941474136710166, "loss_cls": 0.2989035883545876, "loss_bbox": 0.2952438274025917, "time": 0.31385958194732666, "epoch": 5, "iter": 6164, "memory": 10780, "step": 6164}
+{"lr": 0.004999999999999988, "data_time": 0.006508617401123047, "loss": 0.552342432141304, "loss_cls": 0.2644062712788582, "loss_bbox": 0.2879361581802368, "time": 0.3177549982070923, "epoch": 5, "iter": 6214, "memory": 9050, "step": 6214}
+{"lr": 0.004999999999999988, "data_time": 0.006734833717346191, "loss": 0.5558274644613266, "loss_cls": 0.26318589128553865, "loss_bbox": 0.29264157488942144, "time": 0.329539852142334, "epoch": 5, "iter": 6264, "memory": 9266, "step": 6264}
+{"lr": 0.004999999999999988, "data_time": 0.008466415405273438, "loss": 0.5764109662175179, "loss_cls": 0.2975111808627844, "loss_bbox": 0.27889978647232055, "time": 0.3700260353088379, "epoch": 5, "iter": 6314, "memory": 9118, "step": 6314}
+{"lr": 0.004999999999999988, "data_time": 0.008144454956054687, "loss": 0.49018975734710696, "loss_cls": 0.24038704842329026, "loss_bbox": 0.24980270966887475, "time": 0.3733005952835083, "epoch": 5, "iter": 6364, "memory": 10036, "step": 6364}
+{"lr": 0.004999999999999988, "data_time": 0.008290009498596191, "loss": 0.46602523684501646, "loss_cls": 0.22107814759016037, "loss_bbox": 0.24494708925485612, "time": 0.37755933284759524, "epoch": 5, "iter": 6414, "memory": 9285, "step": 6414}
+{"lr": 0.004999999999999988, "data_time": 0.008186039924621582, "loss": 0.5868099197745323, "loss_cls": 0.300432318225503, "loss_bbox": 0.286377594769001, "time": 0.3721639156341553, "epoch": 5, "iter": 6464, "memory": 9652, "step": 6464}
+{"lr": 0.004999999999999988, "data_time": 0.008292350769042969, "loss": 0.5704138422012329, "loss_cls": 0.2877012584358454, "loss_bbox": 0.2827125877141953, "time": 0.372413911819458, "epoch": 5, "iter": 6514, "memory": 9051, "step": 6514}
+{"lr": 0.004999999999999988, "data_time": 0.008134832382202148, "loss": 0.5966265553236008, "loss_cls": 0.29668100774288175, "loss_bbox": 0.2999455501139164, "time": 0.36898006439208986, "epoch": 5, "iter": 6564, "memory": 9131, "step": 6564}
+{"lr": 0.004999999999999988, "data_time": 0.00816347599029541, "loss": 0.5365476232767105, "loss_cls": 0.25689512722194197, "loss_bbox": 0.27965250089764593, "time": 0.37266049861907957, "epoch": 5, "iter": 6614, "memory": 9196, "step": 6614}
+{"lr": 0.004999999999999988, "data_time": 0.008232045173645019, "loss": 0.4586149263381958, "loss_cls": 0.22193850979208946, "loss_bbox": 0.23667641520500182, "time": 0.3698663568496704, "epoch": 5, "iter": 6664, "memory": 9050, "step": 6664}
+{"lr": 0.004999999999999988, "data_time": 0.008332033157348633, "loss": 0.5781344720721244, "loss_cls": 0.2878120584785938, "loss_bbox": 0.29032240986824037, "time": 0.3688852405548096, "epoch": 5, "iter": 6714, "memory": 9203, "step": 6714}
+{"lr": 0.004999999999999988, "data_time": 0.008162555694580078, "loss": 0.6471075984835625, "loss_cls": 0.3243428935110569, "loss_bbox": 0.32276470482349395, "time": 0.3682940244674683, "epoch": 5, "iter": 6764, "memory": 9050, "step": 6764}
+{"lr": 0.004999999999999988, "data_time": 0.008196563720703124, "loss": 0.544744445681572, "loss_cls": 0.27834500730037687, "loss_bbox": 0.2663994336128235, "time": 0.37291399002075193, "epoch": 5, "iter": 6814, "memory": 9050, "step": 6814}
+{"lr": 0.004999999999999988, "data_time": 0.008079462051391602, "loss": 0.48914591550827025, "loss_cls": 0.24659849651157856, "loss_bbox": 0.24254741817712783, "time": 0.37020436286926267, "epoch": 5, "iter": 6864, "memory": 9606, "step": 6864}
+{"lr": 0.004999999999999988, "data_time": 0.008320274353027344, "loss": 0.5115992048382759, "loss_cls": 0.24354533314704896, "loss_bbox": 0.2680538707971573, "time": 0.36882776260375977, "epoch": 5, "iter": 6914, "memory": 9730, "step": 6914}
+{"lr": 0.004999999999999988, "data_time": 0.00813751220703125, "loss": 0.5280187523365021, "loss_cls": 0.2555426487326622, "loss_bbox": 0.2724761033058167, "time": 0.36964192867279055, "epoch": 5, "iter": 6964, "memory": 9478, "step": 6964}
+{"lr": 0.004999999999999988, "data_time": 0.008222079277038575, "loss": 0.558126305937767, "loss_cls": 0.25026392325758934, "loss_bbox": 0.3078623801469803, "time": 0.36832270145416257, "epoch": 5, "iter": 7014, "memory": 9079, "step": 7014}
+{"lr": 0.004999999999999988, "data_time": 0.0084519624710083, "loss": 0.5080410185456276, "loss_cls": 0.25188306748867034, "loss_bbox": 0.25615795120596885, "time": 0.36784240245819094, "epoch": 5, "iter": 7064, "memory": 10662, "step": 7064}
+{"lr": 0.004999999999999988, "data_time": 0.008235654830932616, "loss": 0.5302785620093345, "loss_cls": 0.25996849343180656, "loss_bbox": 0.2703100654482842, "time": 0.3700867748260498, "epoch": 5, "iter": 7114, "memory": 9075, "step": 7114}
+{"lr": 0.004999999999999988, "data_time": 0.00796679973602295, "loss": 0.512785770893097, "loss_cls": 0.24517713487148285, "loss_bbox": 0.26760863602161405, "time": 0.3658230066299438, "epoch": 5, "iter": 7164, "memory": 9289, "step": 7164}
+{"lr": 0.004999999999999988, "data_time": 0.008185296058654786, "loss": 0.5541114771366119, "loss_cls": 0.2914640884846449, "loss_bbox": 0.2626473835110664, "time": 0.3715453290939331, "epoch": 5, "iter": 7214, "memory": 9836, "step": 7214}
+{"lr": 0.004999999999999988, "data_time": 0.008043293952941894, "loss": 0.4597062879800797, "loss_cls": 0.2115669386088848, "loss_bbox": 0.24813934952020644, "time": 0.3658754062652588, "epoch": 5, "iter": 7264, "memory": 9134, "step": 7264}
+{"lr": 0.004999999999999988, "data_time": 0.008331074714660644, "loss": 0.5248556435108185, "loss_cls": 0.2644064103066921, "loss_bbox": 0.2604492323100567, "time": 0.3677996683120728, "epoch": 5, "iter": 7314, "memory": 9456, "step": 7314}
+{"pascal_voc/mAP": 0.5194396376609802, "pascal_voc/AP50": 0.519, "data_time": 0.0017451968764739076, "time": 0.043229528603826624, "step": 5}
+{"lr": 0.004999999999999988, "data_time": 0.0074965572357177735, "loss": 0.5041052368283272, "loss_cls": 0.24205995555967091, "loss_bbox": 0.26204528242349623, "time": 0.3125694751739502, "epoch": 6, "iter": 7380, "memory": 9053, "step": 7380}
+{"lr": 0.004999999999999988, "data_time": 0.006392655372619629, "loss": 0.4876001197099686, "loss_cls": 0.22939801320433617, "loss_bbox": 0.25820210844278335, "time": 0.31289655208587647, "epoch": 6, "iter": 7430, "memory": 10159, "step": 7430}
+{"lr": 0.004999999999999988, "data_time": 0.0064192390441894535, "loss": 0.4466716891527176, "loss_cls": 0.20169090375304222, "loss_bbox": 0.24498078614473343, "time": 0.3130891513824463, "epoch": 6, "iter": 7480, "memory": 10053, "step": 7480}
+{"lr": 0.004999999999999988, "data_time": 0.006466169357299805, "loss": 0.45711270213127136, "loss_cls": 0.2085723277926445, "loss_bbox": 0.24854037597775458, "time": 0.3142209243774414, "epoch": 6, "iter": 7530, "memory": 10214, "step": 7530}
+{"lr": 0.004999999999999988, "data_time": 0.006563534736633301, "loss": 0.501852904856205, "loss_cls": 0.23192208133637904, "loss_bbox": 0.2699308231472969, "time": 0.3116210985183716, "epoch": 6, "iter": 7580, "memory": 9710, "step": 7580}
+{"lr": 0.004999999999999988, "data_time": 0.00672877311706543, "loss": 0.5581777575612068, "loss_cls": 0.26529864862561225, "loss_bbox": 0.29287910893559455, "time": 0.3115111255645752, "epoch": 6, "iter": 7630, "memory": 9493, "step": 7630}
+{"lr": 0.004999999999999988, "data_time": 0.007927575111389161, "loss": 0.554580080807209, "loss_cls": 0.2734967307373881, "loss_bbox": 0.2810833466053009, "time": 0.31508975982666015, "epoch": 6, "iter": 7680, "memory": 9047, "step": 7680}
+{"lr": 0.004999999999999988, "data_time": 0.007939281463623047, "loss": 0.567431443631649, "loss_cls": 0.303593335673213, "loss_bbox": 0.26383810862898827, "time": 0.3230675983428955, "epoch": 6, "iter": 7730, "memory": 9201, "step": 7730}
+{"lr": 0.004999999999999988, "data_time": 0.008128767013549804, "loss": 0.5091688820719719, "loss_cls": 0.2636262961477041, "loss_bbox": 0.24554258853197097, "time": 0.316847939491272, "epoch": 6, "iter": 7780, "memory": 9064, "step": 7780}
+{"lr": 0.004999999999999988, "data_time": 0.007894248962402343, "loss": 0.5127974879741669, "loss_cls": 0.2544730924069881, "loss_bbox": 0.2583243979513645, "time": 0.3144629955291748, "epoch": 6, "iter": 7830, "memory": 9050, "step": 7830}
+{"lr": 0.004999999999999988, "data_time": 0.008169178962707519, "loss": 0.524103838801384, "loss_cls": 0.26214401081204414, "loss_bbox": 0.26195982962846753, "time": 0.3175935983657837, "epoch": 6, "iter": 7880, "memory": 9077, "step": 7880}
+{"lr": 0.004999999999999988, "data_time": 0.0078131103515625, "loss": 0.5198761323094367, "loss_cls": 0.24982159540057183, "loss_bbox": 0.2700545382499695, "time": 0.31535523414611816, "epoch": 6, "iter": 7930, "memory": 9486, "step": 7930}
+{"lr": 0.004999999999999988, "data_time": 0.007968735694885255, "loss": 0.53861646682024, "loss_cls": 0.2555115557461977, "loss_bbox": 0.2831049086153507, "time": 0.3156361770629883, "epoch": 6, "iter": 7980, "memory": 9323, "step": 7980}
+{"lr": 0.004999999999999988, "data_time": 0.008007087707519532, "loss": 0.5089253255724907, "loss_cls": 0.24554389253258704, "loss_bbox": 0.2633814337849617, "time": 0.31549922466278074, "epoch": 6, "iter": 8030, "memory": 9723, "step": 8030}
+{"lr": 0.004999999999999988, "data_time": 0.007882676124572753, "loss": 0.5381601631641388, "loss_cls": 0.24880462348461152, "loss_bbox": 0.28935554176568984, "time": 0.3128634309768677, "epoch": 6, "iter": 8080, "memory": 9052, "step": 8080}
+{"lr": 0.004999999999999988, "data_time": 0.008191981315612794, "loss": 0.4420463493466377, "loss_cls": 0.21555815041065216, "loss_bbox": 0.22648819863796235, "time": 0.31736409187316894, "epoch": 6, "iter": 8130, "memory": 13534, "step": 8130}
+{"lr": 0.004999999999999988, "data_time": 0.007883992195129395, "loss": 0.4904350274801254, "loss_cls": 0.22451793111860752, "loss_bbox": 0.26591709747910497, "time": 0.3134064245223999, "epoch": 6, "iter": 8180, "memory": 9275, "step": 8180}
+{"lr": 0.004999999999999988, "data_time": 0.00814934730529785, "loss": 0.5656525033712387, "loss_cls": 0.27936157524585725, "loss_bbox": 0.2862909281253815, "time": 0.31648888111114504, "epoch": 6, "iter": 8230, "memory": 9101, "step": 8230}
+{"lr": 0.004999999999999988, "data_time": 0.00804361343383789, "loss": 0.4458109390735626, "loss_cls": 0.21419079810380937, "loss_bbox": 0.23162013962864875, "time": 0.3196351337432861, "epoch": 6, "iter": 8280, "memory": 9346, "step": 8280}
+{"lr": 0.004999999999999988, "data_time": 0.007890911102294921, "loss": 0.5357303336262703, "loss_cls": 0.26145109072327616, "loss_bbox": 0.2742792432010174, "time": 0.31385467052459715, "epoch": 6, "iter": 8330, "memory": 9216, "step": 8330}
+{"lr": 0.004999999999999988, "data_time": 0.00786837100982666, "loss": 0.4675052830576897, "loss_cls": 0.22322014465928078, "loss_bbox": 0.24428513631224633, "time": 0.31353100299835207, "epoch": 6, "iter": 8380, "memory": 10018, "step": 8380}
+{"lr": 0.004999999999999988, "data_time": 0.008083200454711914, "loss": 0.4549557453393936, "loss_cls": 0.20926522187888622, "loss_bbox": 0.24569052159786225, "time": 0.31859330177307127, "epoch": 6, "iter": 8430, "memory": 9081, "step": 8430}
+{"lr": 0.004999999999999988, "data_time": 0.008119144439697266, "loss": 0.4805903536081314, "loss_cls": 0.22294539414346218, "loss_bbox": 0.2576449567079544, "time": 0.3135569715499878, "epoch": 6, "iter": 8480, "memory": 9500, "step": 8480}
+{"lr": 0.004999999999999988, "data_time": 0.007831707000732421, "loss": 0.5777317306399345, "loss_cls": 0.27115455716848375, "loss_bbox": 0.3065771721303463, "time": 0.31727655410766603, "epoch": 6, "iter": 8530, "memory": 9307, "step": 8530}
+{"lr": 0.004999999999999988, "data_time": 0.007854161262512207, "loss": 0.44592146515846254, "loss_cls": 0.2157286263257265, "loss_bbox": 0.2301928398013115, "time": 0.3171152925491333, "epoch": 6, "iter": 8580, "memory": 9084, "step": 8580}
+{"lr": 0.004999999999999988, "data_time": 0.007468242645263672, "loss": 0.5062239447236061, "loss_cls": 0.24983834609389305, "loss_bbox": 0.2563855965435505, "time": 0.3133642959594727, "epoch": 6, "iter": 8630, "memory": 9198, "step": 8630}
+{"lr": 0.004999999999999988, "data_time": 0.007510008811950683, "loss": 0.5773614263534546, "loss_cls": 0.29190473929047583, "loss_bbox": 0.2854566812515259, "time": 0.3132783508300781, "epoch": 6, "iter": 8680, "memory": 9625, "step": 8680}
+{"lr": 0.004999999999999988, "data_time": 0.007694358825683594, "loss": 0.5083123967051506, "loss_cls": 0.2557165279239416, "loss_bbox": 0.25259586691856384, "time": 0.317223334312439, "epoch": 6, "iter": 8730, "memory": 10312, "step": 8730}
+{"lr": 0.004999999999999988, "data_time": 0.007569079399108887, "loss": 0.4441230806708336, "loss_cls": 0.19772035390138626, "loss_bbox": 0.24640272796154022, "time": 0.31856160163879393, "epoch": 6, "iter": 8780, "memory": 10958, "step": 8780}
+{"pascal_voc/mAP": 0.5696925520896912, "pascal_voc/AP50": 0.57, "data_time": 0.0017271969233936444, "time": 0.04577534976707168, "step": 6}
+{"lr": 0.004999999999999988, "data_time": 0.007636823654174805, "loss": 0.4348955219984055, "loss_cls": 0.1890662795305252, "loss_bbox": 0.2458292469382286, "time": 0.3172318506240845, "epoch": 7, "iter": 8846, "memory": 10462, "step": 8846}
+{"lr": 0.004999999999999988, "data_time": 0.006298093795776367, "loss": 0.4684526088833809, "loss_cls": 0.2295789250731468, "loss_bbox": 0.23887368366122247, "time": 0.3134767007827759, "epoch": 7, "iter": 8896, "memory": 9939, "step": 8896}
+{"lr": 0.004999999999999988, "data_time": 0.006366486549377441, "loss": 0.4709995785355568, "loss_cls": 0.2118161655217409, "loss_bbox": 0.2591834118962288, "time": 0.3114187479019165, "epoch": 7, "iter": 8946, "memory": 9056, "step": 8946}
+{"lr": 0.004999999999999988, "data_time": 0.006120491027832031, "loss": 0.46548917025327685, "loss_cls": 0.21821257673203945, "loss_bbox": 0.24727659702301025, "time": 0.30867615699768064, "epoch": 7, "iter": 8996, "memory": 9052, "step": 8996}
+{"lr": 0.004999999999999988, "data_time": 0.006281933784484863, "loss": 0.4553197255730629, "loss_cls": 0.22186884097754955, "loss_bbox": 0.23345088198781014, "time": 0.31097503662109377, "epoch": 7, "iter": 9046, "memory": 9242, "step": 9046}
+{"lr": 0.004999999999999988, "data_time": 0.0071735382080078125, "loss": 0.5488437114655972, "loss_cls": 0.25282770678400995, "loss_bbox": 0.2960160061717033, "time": 0.35055056095123294, "epoch": 7, "iter": 9096, "memory": 9495, "step": 9096}
+{"lr": 0.004999999999999988, "data_time": 0.008411221504211426, "loss": 0.42489816039800643, "loss_cls": 0.19650872111320494, "loss_bbox": 0.2283894397318363, "time": 0.3642562484741211, "epoch": 7, "iter": 9146, "memory": 9054, "step": 9146}
+{"lr": 0.004999999999999988, "data_time": 0.007700490951538086, "loss": 0.4360791108012199, "loss_cls": 0.20053042106330396, "loss_bbox": 0.23554868698120118, "time": 0.35064568996429446, "epoch": 7, "iter": 9196, "memory": 9226, "step": 9196}
+{"lr": 0.004999999999999988, "data_time": 0.008400392532348634, "loss": 0.44075915962457657, "loss_cls": 0.20160035710781812, "loss_bbox": 0.23915880396962166, "time": 0.358367018699646, "epoch": 7, "iter": 9246, "memory": 9878, "step": 9246}
+{"lr": 0.004999999999999988, "data_time": 0.00818305492401123, "loss": 0.46240527033805845, "loss_cls": 0.21099458768963814, "loss_bbox": 0.25141068294644353, "time": 0.36517389297485353, "epoch": 7, "iter": 9296, "memory": 9458, "step": 9296}
+{"lr": 0.004999999999999988, "data_time": 0.008159708976745606, "loss": 0.5311854821443558, "loss_cls": 0.25842463452368974, "loss_bbox": 0.2727608494460583, "time": 0.3694977521896362, "epoch": 7, "iter": 9346, "memory": 10318, "step": 9346}
+{"lr": 0.004999999999999988, "data_time": 0.0080784273147583, "loss": 0.4706235364079475, "loss_cls": 0.21202634379267693, "loss_bbox": 0.25859719038009643, "time": 0.3655189037322998, "epoch": 7, "iter": 9396, "memory": 9828, "step": 9396}
+{"lr": 0.004999999999999988, "data_time": 0.008146185874938965, "loss": 0.48290763691067695, "loss_cls": 0.23271816093474626, "loss_bbox": 0.25018947944045067, "time": 0.37125500679016116, "epoch": 7, "iter": 9446, "memory": 9049, "step": 9446}
+{"lr": 0.004999999999999988, "data_time": 0.007919063568115234, "loss": 0.41414342522621156, "loss_cls": 0.17490466192364693, "loss_bbox": 0.2392387618124485, "time": 0.3674649953842163, "epoch": 7, "iter": 9496, "memory": 9161, "step": 9496}
+{"lr": 0.004999999999999988, "data_time": 0.00817972183227539, "loss": 0.42984884440898896, "loss_cls": 0.18812416285276412, "loss_bbox": 0.2417246812582016, "time": 0.36605631828308105, "epoch": 7, "iter": 9546, "memory": 9048, "step": 9546}
+{"lr": 0.004999999999999988, "data_time": 0.008296542167663574, "loss": 0.5068156307935715, "loss_cls": 0.2429063555598259, "loss_bbox": 0.26390927366912365, "time": 0.36645802021026613, "epoch": 7, "iter": 9596, "memory": 9153, "step": 9596}
+{"lr": 0.004999999999999988, "data_time": 0.008226113319396973, "loss": 0.447634813785553, "loss_cls": 0.20573302440345287, "loss_bbox": 0.24190179020166397, "time": 0.36398852348327637, "epoch": 7, "iter": 9646, "memory": 10701, "step": 9646}
+{"lr": 0.004999999999999988, "data_time": 0.008140344619750977, "loss": 0.5212257799506187, "loss_cls": 0.24510103717446327, "loss_bbox": 0.27612473994493486, "time": 0.3653730297088623, "epoch": 7, "iter": 9696, "memory": 10313, "step": 9696}
+{"lr": 0.004999999999999988, "data_time": 0.008343873023986816, "loss": 0.35011605769395826, "loss_cls": 0.15161196935921908, "loss_bbox": 0.19850408658385277, "time": 0.37606545448303225, "epoch": 7, "iter": 9746, "memory": 9050, "step": 9746}
+{"lr": 0.004999999999999988, "data_time": 0.008285450935363769, "loss": 0.430045582652092, "loss_cls": 0.19111105903983117, "loss_bbox": 0.2389345224201679, "time": 0.38006500244140623, "epoch": 7, "iter": 9796, "memory": 9150, "step": 9796}
+{"lr": 0.004999999999999988, "data_time": 0.00854450225830078, "loss": 0.48431048095226287, "loss_cls": 0.2240522412210703, "loss_bbox": 0.26025823831558226, "time": 0.37431949615478516, "epoch": 7, "iter": 9846, "memory": 10199, "step": 9846}
+{"lr": 0.004999999999999988, "data_time": 0.008357620239257813, "loss": 0.4533964142203331, "loss_cls": 0.21858633246272802, "loss_bbox": 0.23481007993221284, "time": 0.37269035339355466, "epoch": 7, "iter": 9896, "memory": 9051, "step": 9896}
+{"lr": 0.004999999999999988, "data_time": 0.007924613952636718, "loss": 0.4722741955518723, "loss_cls": 0.21804574280977249, "loss_bbox": 0.25422845259308813, "time": 0.364916296005249, "epoch": 7, "iter": 9946, "memory": 9245, "step": 9946}
+{"lr": 0.004999999999999988, "data_time": 0.008118400573730469, "loss": 0.5302851665019989, "loss_cls": 0.2635657152533531, "loss_bbox": 0.26671945199370384, "time": 0.36700823783874514, "epoch": 7, "iter": 9996, "memory": 9127, "step": 9996}
+{"lr": 0.004999999999999988, "data_time": 0.008260617256164551, "loss": 0.450344662964344, "loss_cls": 0.20528069794178008, "loss_bbox": 0.24506396278738976, "time": 0.36745759010314943, "epoch": 7, "iter": 10046, "memory": 10189, "step": 10046}
+{"lr": 0.004999999999999988, "data_time": 0.008234295845031738, "loss": 0.3641191530227661, "loss_cls": 0.16131059993058444, "loss_bbox": 0.2028085558116436, "time": 0.3669663143157959, "epoch": 7, "iter": 10096, "memory": 9292, "step": 10096}
+{"lr": 0.004999999999999988, "data_time": 0.008012938499450683, "loss": 0.47344333976507186, "loss_cls": 0.22573752053081989, "loss_bbox": 0.24770581975579262, "time": 0.3706443071365356, "epoch": 7, "iter": 10146, "memory": 9261, "step": 10146}
+{"lr": 0.004999999999999988, "data_time": 0.008051180839538574, "loss": 0.4531538492441177, "loss_cls": 0.20187542222440244, "loss_bbox": 0.25127842649817467, "time": 0.36644397258758543, "epoch": 7, "iter": 10196, "memory": 9201, "step": 10196}
+{"lr": 0.004999999999999988, "data_time": 0.00838773250579834, "loss": 0.4326571290194988, "loss_cls": 0.18657638780772687, "loss_bbox": 0.2460807418823242, "time": 0.36972198486328123, "epoch": 7, "iter": 10246, "memory": 10440, "step": 10246}
+{"pascal_voc/mAP": 0.6131030917167664, "pascal_voc/AP50": 0.613, "data_time": 0.0016843887700696732, "time": 0.04010280414563109, "step": 7}
+{"lr": 0.004999999999999988, "data_time": 0.007617435455322266, "loss": 0.4025152024626732, "loss_cls": 0.185012976154685, "loss_bbox": 0.2175022304058075, "time": 0.31201015949249267, "epoch": 8, "iter": 10312, "memory": 9052, "step": 10312}
+{"lr": 0.004999999999999988, "data_time": 0.006489081382751465, "loss": 0.45329422429203986, "loss_cls": 0.2168467615172267, "loss_bbox": 0.23644745975732803, "time": 0.3094991874694824, "epoch": 8, "iter": 10362, "memory": 9201, "step": 10362}
+{"lr": 0.004999999999999988, "data_time": 0.0065917778015136715, "loss": 0.4449218200147152, "loss_cls": 0.20118703421205283, "loss_bbox": 0.2437347848713398, "time": 0.314920973777771, "epoch": 8, "iter": 10412, "memory": 10188, "step": 10412}
+{"lr": 0.004999999999999988, "data_time": 0.006376724243164062, "loss": 0.40647615551948546, "loss_cls": 0.17086804196238517, "loss_bbox": 0.2356081111729145, "time": 0.30755794525146485, "epoch": 8, "iter": 10462, "memory": 9051, "step": 10462}
+{"lr": 0.004999999999999988, "data_time": 0.006529154777526855, "loss": 0.42985655143857004, "loss_cls": 0.19608959294855594, "loss_bbox": 0.23376696079969406, "time": 0.31020416259765626, "epoch": 8, "iter": 10512, "memory": 9580, "step": 10512}
+{"lr": 0.004999999999999988, "data_time": 0.00644683837890625, "loss": 0.4145051124691963, "loss_cls": 0.18308748356997967, "loss_bbox": 0.23141762375831604, "time": 0.30932950496673584, "epoch": 8, "iter": 10562, "memory": 9178, "step": 10562}
+{"lr": 0.004999999999999988, "data_time": 0.006490073204040527, "loss": 0.41984456315636637, "loss_cls": 0.17778580822050571, "loss_bbox": 0.24205875396728516, "time": 0.31060524940490725, "epoch": 8, "iter": 10612, "memory": 10421, "step": 10612}
+{"lr": 0.004999999999999988, "data_time": 0.006490840911865235, "loss": 0.4442176519334316, "loss_cls": 0.19957991022616625, "loss_bbox": 0.24463774085044862, "time": 0.3128486633300781, "epoch": 8, "iter": 10662, "memory": 9959, "step": 10662}
+{"lr": 0.004999999999999988, "data_time": 0.006710400581359863, "loss": 0.528130701482296, "loss_cls": 0.2564227432757616, "loss_bbox": 0.27170795544981957, "time": 0.30548059940338135, "epoch": 8, "iter": 10712, "memory": 9050, "step": 10712}
+{"lr": 0.004999999999999988, "data_time": 0.006508350372314453, "loss": 0.4631532567739487, "loss_cls": 0.20362893465906381, "loss_bbox": 0.2595243242383003, "time": 0.31190022468566897, "epoch": 8, "iter": 10762, "memory": 9049, "step": 10762}
+{"lr": 0.004999999999999988, "data_time": 0.006551847457885742, "loss": 0.44745869129896165, "loss_cls": 0.21888097222894431, "loss_bbox": 0.2285777150094509, "time": 0.3092836809158325, "epoch": 8, "iter": 10812, "memory": 9235, "step": 10812}
+{"lr": 0.004999999999999988, "data_time": 0.00643679141998291, "loss": 0.46490061581134795, "loss_cls": 0.21595653258264064, "loss_bbox": 0.24894408404827117, "time": 0.3111662817001343, "epoch": 8, "iter": 10862, "memory": 9051, "step": 10862}
+{"lr": 0.004999999999999988, "data_time": 0.006440186500549316, "loss": 0.4288694992661476, "loss_cls": 0.1773709050193429, "loss_bbox": 0.2514985971152782, "time": 0.311662974357605, "epoch": 8, "iter": 10912, "memory": 9076, "step": 10912}
+{"lr": 0.004999999999999988, "data_time": 0.006641197204589844, "loss": 0.459136311262846, "loss_cls": 0.20565588215366007, "loss_bbox": 0.25348042890429495, "time": 0.31221545696258546, "epoch": 8, "iter": 10962, "memory": 9408, "step": 10962}
+{"lr": 0.004999999999999988, "data_time": 0.0064298295974731445, "loss": 0.5614773064851761, "loss_cls": 0.2654241879284382, "loss_bbox": 0.2960531148314476, "time": 0.3085461950302124, "epoch": 8, "iter": 11012, "memory": 9050, "step": 11012}
+{"lr": 0.004999999999999988, "data_time": 0.00645540714263916, "loss": 0.5114463475346566, "loss_cls": 0.25245400667190554, "loss_bbox": 0.2589923368394375, "time": 0.31418015480041506, "epoch": 8, "iter": 11062, "memory": 9467, "step": 11062}
+{"lr": 0.004999999999999988, "data_time": 0.006557140350341797, "loss": 0.37891321316361426, "loss_cls": 0.15798923812806606, "loss_bbox": 0.22092397391796112, "time": 0.3076821994781494, "epoch": 8, "iter": 11112, "memory": 9051, "step": 11112}
+{"lr": 0.004999999999999988, "data_time": 0.006427302360534668, "loss": 0.41296562045812607, "loss_cls": 0.19693468384444712, "loss_bbox": 0.21603093758225442, "time": 0.30916466236114504, "epoch": 8, "iter": 11162, "memory": 9050, "step": 11162}
+{"lr": 0.004999999999999988, "data_time": 0.006444010734558105, "loss": 0.42005728766322137, "loss_cls": 0.18538876617327332, "loss_bbox": 0.2346685227751732, "time": 0.31147109031677245, "epoch": 8, "iter": 11212, "memory": 9077, "step": 11212}
+{"lr": 0.004999999999999988, "data_time": 0.007352390289306641, "loss": 0.418442984521389, "loss_cls": 0.19136279113590718, "loss_bbox": 0.2270801930129528, "time": 0.3116628742218018, "epoch": 8, "iter": 11262, "memory": 10114, "step": 11262}
+{"lr": 0.004999999999999988, "data_time": 0.008055291175842284, "loss": 0.4614355099201202, "loss_cls": 0.20083008568733932, "loss_bbox": 0.2606054265797138, "time": 0.31446478366851804, "epoch": 8, "iter": 11312, "memory": 9085, "step": 11312}
+{"lr": 0.004999999999999988, "data_time": 0.007804646492004395, "loss": 0.44376088127493857, "loss_cls": 0.21108416687697173, "loss_bbox": 0.2326767139136791, "time": 0.3125850915908813, "epoch": 8, "iter": 11362, "memory": 9052, "step": 11362}
+{"lr": 0.004999999999999988, "data_time": 0.007896122932434082, "loss": 0.43961938709020615, "loss_cls": 0.19712891958653928, "loss_bbox": 0.24249046832323073, "time": 0.31492783069610597, "epoch": 8, "iter": 11412, "memory": 9619, "step": 11412}
+{"lr": 0.004999999999999988, "data_time": 0.008051791191101075, "loss": 0.408725450783968, "loss_cls": 0.17848272509872914, "loss_bbox": 0.23024272561073303, "time": 0.31601078033447266, "epoch": 8, "iter": 11462, "memory": 10926, "step": 11462}
+{"lr": 0.004999999999999988, "data_time": 0.00803555965423584, "loss": 0.4860546964406967, "loss_cls": 0.21103539150208234, "loss_bbox": 0.2750193029642105, "time": 0.31603561401367186, "epoch": 8, "iter": 11512, "memory": 9161, "step": 11512}
+{"lr": 0.004999999999999988, "data_time": 0.007783360481262207, "loss": 0.4544803470373154, "loss_cls": 0.21299018006771803, "loss_bbox": 0.24149016708135604, "time": 0.3170552492141724, "epoch": 8, "iter": 11562, "memory": 9840, "step": 11562}
+{"lr": 0.004999999999999988, "data_time": 0.007640910148620605, "loss": 0.38736085414886473, "loss_cls": 0.18416391521692277, "loss_bbox": 0.20319694012403489, "time": 0.31221158027648926, "epoch": 8, "iter": 11612, "memory": 9052, "step": 11612}
+{"lr": 0.004999999999999988, "data_time": 0.007864327430725097, "loss": 0.4976705105602741, "loss_cls": 0.23071311809122563, "loss_bbox": 0.2669573950767517, "time": 0.3146467876434326, "epoch": 8, "iter": 11662, "memory": 9094, "step": 11662}
+{"lr": 0.004999999999999988, "data_time": 0.008127694129943847, "loss": 0.466642319560051, "loss_cls": 0.2180257670581341, "loss_bbox": 0.24861655727028847, "time": 0.3156391048431397, "epoch": 8, "iter": 11712, "memory": 9068, "step": 11712}
+{"pascal_voc/mAP": 0.6325974464416504, "pascal_voc/AP50": 0.633, "data_time": 0.0016456717366418656, "time": 0.04278316476689373, "step": 8}
+{"lr": 0.004999999999999988, "data_time": 0.008841185569763184, "loss": 0.3831336292624474, "loss_cls": 0.16678750175982715, "loss_bbox": 0.21634612649679183, "time": 0.314732608795166, "epoch": 9, "iter": 11778, "memory": 9227, "step": 11778}
+{"lr": 0.004999999999999988, "data_time": 0.0077523946762084964, "loss": 0.41183902710676196, "loss_cls": 0.17822673015296459, "loss_bbox": 0.23361229687929153, "time": 0.3138402318954468, "epoch": 9, "iter": 11828, "memory": 9661, "step": 11828}
+{"lr": 0.004999999999999988, "data_time": 0.008079724311828613, "loss": 0.40583658814430235, "loss_cls": 0.1798215525597334, "loss_bbox": 0.22601503595709801, "time": 0.3122399711608887, "epoch": 9, "iter": 11878, "memory": 9178, "step": 11878}
+{"lr": 0.004999999999999988, "data_time": 0.00790177345275879, "loss": 0.44138346835970876, "loss_cls": 0.2039874866604805, "loss_bbox": 0.23739598497748374, "time": 0.3166356515884399, "epoch": 9, "iter": 11928, "memory": 10027, "step": 11928}
+{"lr": 0.004999999999999988, "data_time": 0.008105840682983399, "loss": 0.41924832433462145, "loss_cls": 0.19018605656921864, "loss_bbox": 0.2290622666478157, "time": 0.3185769557952881, "epoch": 9, "iter": 11978, "memory": 9609, "step": 11978}
+{"lr": 0.004999999999999988, "data_time": 0.007957401275634766, "loss": 0.42114411368966104, "loss_cls": 0.195747778005898, "loss_bbox": 0.22539633721113206, "time": 0.31498883247375487, "epoch": 9, "iter": 12028, "memory": 9152, "step": 12028}
+{"lr": 0.004999999999999988, "data_time": 0.007972826957702637, "loss": 0.4666615688800812, "loss_cls": 0.22733294792473316, "loss_bbox": 0.23932861879467965, "time": 0.31741615772247317, "epoch": 9, "iter": 12078, "memory": 9050, "step": 12078}
+{"lr": 0.004999999999999988, "data_time": 0.007934217453002929, "loss": 0.40719139665365217, "loss_cls": 0.17758133176714183, "loss_bbox": 0.22961006462574005, "time": 0.31665568828582763, "epoch": 9, "iter": 12128, "memory": 9817, "step": 12128}
+{"lr": 0.004999999999999988, "data_time": 0.00827383041381836, "loss": 0.4588971045613289, "loss_cls": 0.21881938125938177, "loss_bbox": 0.24007772102952005, "time": 0.31653614044189454, "epoch": 9, "iter": 12178, "memory": 9128, "step": 12178}
+{"lr": 0.004999999999999988, "data_time": 0.007804641723632813, "loss": 0.4211206719279289, "loss_cls": 0.18209785185754299, "loss_bbox": 0.23902282163500785, "time": 0.31243014335632324, "epoch": 9, "iter": 12228, "memory": 9050, "step": 12228}
+{"lr": 0.004999999999999988, "data_time": 0.00800647258758545, "loss": 0.4948751869797707, "loss_cls": 0.22798729985952376, "loss_bbox": 0.26688788414001463, "time": 0.3168907928466797, "epoch": 9, "iter": 12278, "memory": 10379, "step": 12278}
+{"lr": 0.004999999999999988, "data_time": 0.00811418056488037, "loss": 0.417664989233017, "loss_cls": 0.19070510938763618, "loss_bbox": 0.2269598776102066, "time": 0.31826076984405516, "epoch": 9, "iter": 12328, "memory": 9343, "step": 12328}
+{"lr": 0.004999999999999988, "data_time": 0.007908377647399902, "loss": 0.3313060964643955, "loss_cls": 0.13342108115553855, "loss_bbox": 0.1978850132226944, "time": 0.31382044315338137, "epoch": 9, "iter": 12378, "memory": 9050, "step": 12378}
+{"lr": 0.004999999999999988, "data_time": 0.007698898315429688, "loss": 0.44750897884368895, "loss_cls": 0.19332098972052336, "loss_bbox": 0.2541879887878895, "time": 0.31131099700927733, "epoch": 9, "iter": 12428, "memory": 9050, "step": 12428}
+{"lr": 0.004999999999999988, "data_time": 0.007801790237426758, "loss": 0.47317399725317955, "loss_cls": 0.2272653054818511, "loss_bbox": 0.24590869188308717, "time": 0.31363667488098146, "epoch": 9, "iter": 12478, "memory": 9051, "step": 12478}
+{"lr": 0.004999999999999988, "data_time": 0.007821002006530763, "loss": 0.3881072819232941, "loss_cls": 0.16915082711726426, "loss_bbox": 0.21895645871758462, "time": 0.31236950397491453, "epoch": 9, "iter": 12528, "memory": 9075, "step": 12528}
+{"lr": 0.004999999999999988, "data_time": 0.007880797386169433, "loss": 0.48798833817243575, "loss_cls": 0.23614830136299134, "loss_bbox": 0.2518400332331657, "time": 0.3117395782470703, "epoch": 9, "iter": 12578, "memory": 9098, "step": 12578}
+{"lr": 0.004999999999999988, "data_time": 0.008077888488769532, "loss": 0.42817766726017, "loss_cls": 0.19986630093306304, "loss_bbox": 0.22831136658787726, "time": 0.3192548131942749, "epoch": 9, "iter": 12628, "memory": 13838, "step": 12628}
+{"lr": 0.004999999999999988, "data_time": 0.007738323211669922, "loss": 0.3967329704761505, "loss_cls": 0.1676619690656662, "loss_bbox": 0.22907100081443788, "time": 0.31396435260772704, "epoch": 9, "iter": 12678, "memory": 9051, "step": 12678}
+{"lr": 0.004999999999999988, "data_time": 0.007886962890625, "loss": 0.4182563614845276, "loss_cls": 0.18842640124261378, "loss_bbox": 0.22982995867729186, "time": 0.31477841854095456, "epoch": 9, "iter": 12728, "memory": 10217, "step": 12728}
+{"lr": 0.004999999999999988, "data_time": 0.008009538650512696, "loss": 0.41458170890808105, "loss_cls": 0.19395898927003144, "loss_bbox": 0.220622723326087, "time": 0.31409231185913083, "epoch": 9, "iter": 12778, "memory": 9051, "step": 12778}
+{"lr": 0.004999999999999988, "data_time": 0.0075693511962890625, "loss": 0.40116770431399346, "loss_cls": 0.1831356344372034, "loss_bbox": 0.218032066822052, "time": 0.3109697771072388, "epoch": 9, "iter": 12828, "memory": 9050, "step": 12828}
+{"lr": 0.004999999999999988, "data_time": 0.008060779571533203, "loss": 0.4034919871389866, "loss_cls": 0.15739146199077367, "loss_bbox": 0.24610052332282067, "time": 0.319021954536438, "epoch": 9, "iter": 12878, "memory": 9404, "step": 12878}
+{"lr": 0.004999999999999988, "data_time": 0.007965760231018066, "loss": 0.3963481886684895, "loss_cls": 0.18724999658763408, "loss_bbox": 0.209098192602396, "time": 0.31699066162109374, "epoch": 9, "iter": 12928, "memory": 9848, "step": 12928}
+{"lr": 0.004999999999999988, "data_time": 0.007965621948242187, "loss": 0.4128276523947716, "loss_cls": 0.18510860905051232, "loss_bbox": 0.2277190399169922, "time": 0.31596892833709717, "epoch": 9, "iter": 12978, "memory": 10080, "step": 12978}
+{"lr": 0.004999999999999988, "data_time": 0.007849445343017578, "loss": 0.35807172060012815, "loss_cls": 0.1476568417623639, "loss_bbox": 0.2104148781299591, "time": 0.31398730754852294, "epoch": 9, "iter": 13028, "memory": 9052, "step": 13028}
+{"lr": 0.004999999999999988, "data_time": 0.007881836891174316, "loss": 0.4031409150362015, "loss_cls": 0.17913722194731235, "loss_bbox": 0.22400369331240655, "time": 0.3152229976654053, "epoch": 9, "iter": 13078, "memory": 9276, "step": 13078}
+{"lr": 0.004999999999999988, "data_time": 0.007794280052185059, "loss": 0.5574644115567208, "loss_cls": 0.253065362945199, "loss_bbox": 0.3043990494310856, "time": 0.31549946784973143, "epoch": 9, "iter": 13128, "memory": 9196, "step": 13128}
+{"lr": 0.004999999999999988, "data_time": 0.007874841690063477, "loss": 0.3997969824075699, "loss_cls": 0.1652059954032302, "loss_bbox": 0.2345909856259823, "time": 0.31096453666687013, "epoch": 9, "iter": 13178, "memory": 9306, "step": 13178}
+{"pascal_voc/mAP": 0.6348004341125488, "pascal_voc/AP50": 0.635, "data_time": 0.0017182582568082887, "time": 0.040920932546298576, "step": 9}
+{"lr": 0.004999999999999988, "data_time": 0.007897920608520508, "loss": 0.4210661536455154, "loss_cls": 0.1872772815823555, "loss_bbox": 0.23378887325525283, "time": 0.3091679382324219, "epoch": 10, "iter": 13244, "memory": 9052, "step": 13244}
+{"lr": 0.004999999999999988, "data_time": 0.00627561092376709, "loss": 0.3839650748670101, "loss_cls": 0.15321732711046934, "loss_bbox": 0.23074774622917174, "time": 0.3101352596282959, "epoch": 10, "iter": 13294, "memory": 10229, "step": 13294}
+{"lr": 0.004999999999999988, "data_time": 0.00655649185180664, "loss": 0.4195366583764553, "loss_cls": 0.18129747100174426, "loss_bbox": 0.23823918610811234, "time": 0.30876717567443845, "epoch": 10, "iter": 13344, "memory": 9380, "step": 13344}
+{"lr": 0.004999999999999988, "data_time": 0.006792955398559571, "loss": 0.34501700580120087, "loss_cls": 0.14394386507570744, "loss_bbox": 0.2010731413215399, "time": 0.3106642770767212, "epoch": 10, "iter": 13394, "memory": 9181, "step": 13394}
+{"lr": 0.004999999999999988, "data_time": 0.0064634037017822265, "loss": 0.4122260582447052, "loss_cls": 0.17613056277856232, "loss_bbox": 0.23609549328684806, "time": 0.30813068866729737, "epoch": 10, "iter": 13444, "memory": 9092, "step": 13444}
+{"lr": 0.004999999999999988, "data_time": 0.006542892456054688, "loss": 0.3161515048146248, "loss_cls": 0.1358943159878254, "loss_bbox": 0.18025718942284585, "time": 0.3116999912261963, "epoch": 10, "iter": 13494, "memory": 9708, "step": 13494}
+{"lr": 0.004999999999999988, "data_time": 0.006527748107910156, "loss": 0.44827131897211075, "loss_cls": 0.20047429710626602, "loss_bbox": 0.24779701918363572, "time": 0.3122875642776489, "epoch": 10, "iter": 13544, "memory": 9317, "step": 13544}
+{"lr": 0.004999999999999988, "data_time": 0.006286759376525879, "loss": 0.37193414151668547, "loss_cls": 0.16057843521237372, "loss_bbox": 0.2113557031750679, "time": 0.30736891746520995, "epoch": 10, "iter": 13594, "memory": 9066, "step": 13594}
+{"lr": 0.004999999999999988, "data_time": 0.006397900581359864, "loss": 0.41626025795936583, "loss_cls": 0.17607956521213056, "loss_bbox": 0.24018069207668305, "time": 0.309342565536499, "epoch": 10, "iter": 13644, "memory": 9067, "step": 13644}
+{"lr": 0.004999999999999988, "data_time": 0.007776904106140137, "loss": 0.41579802364110946, "loss_cls": 0.1763521721214056, "loss_bbox": 0.23944585010409355, "time": 0.31158076286315917, "epoch": 10, "iter": 13694, "memory": 9385, "step": 13694}
+{"lr": 0.004999999999999988, "data_time": 0.007984528541564942, "loss": 0.3991781949996948, "loss_cls": 0.1654103616438806, "loss_bbox": 0.2337678326666355, "time": 0.315879545211792, "epoch": 10, "iter": 13744, "memory": 9090, "step": 13744}
+{"lr": 0.004999999999999988, "data_time": 0.007902274131774903, "loss": 0.4074101850390434, "loss_cls": 0.17465435069054366, "loss_bbox": 0.23275583624839782, "time": 0.3155089998245239, "epoch": 10, "iter": 13794, "memory": 9050, "step": 13794}
+{"lr": 0.004999999999999988, "data_time": 0.00814354419708252, "loss": 0.3925066265463829, "loss_cls": 0.17325263075530528, "loss_bbox": 0.2192539940774441, "time": 0.31823933124542236, "epoch": 10, "iter": 13844, "memory": 9694, "step": 13844}
+{"lr": 0.004999999999999988, "data_time": 0.00791224479675293, "loss": 0.3303441146016121, "loss_cls": 0.14301189381629228, "loss_bbox": 0.18733222246170045, "time": 0.315391583442688, "epoch": 10, "iter": 13894, "memory": 9061, "step": 13894}
+{"lr": 0.004999999999999988, "data_time": 0.00764096736907959, "loss": 0.3596663394570351, "loss_cls": 0.1498347232863307, "loss_bbox": 0.20983161479234697, "time": 0.3170094347000122, "epoch": 10, "iter": 13944, "memory": 9949, "step": 13944}
+{"lr": 0.004999999999999988, "data_time": 0.0074065780639648434, "loss": 0.38496619880199434, "loss_cls": 0.17417612232267857, "loss_bbox": 0.21079007416963577, "time": 0.31993860244750977, "epoch": 10, "iter": 13994, "memory": 9363, "step": 13994}
+{"lr": 0.004999999999999988, "data_time": 0.007723259925842285, "loss": 0.4145237500965595, "loss_cls": 0.1947131710499525, "loss_bbox": 0.21981058076024054, "time": 0.31434706687927244, "epoch": 10, "iter": 14044, "memory": 9423, "step": 14044}
+{"lr": 0.004999999999999988, "data_time": 0.007707958221435547, "loss": 0.4508275689184666, "loss_cls": 0.18990805473178626, "loss_bbox": 0.26091951444745065, "time": 0.3139451456069946, "epoch": 10, "iter": 14094, "memory": 9293, "step": 14094}
+{"lr": 0.004999999999999988, "data_time": 0.007665266990661621, "loss": 0.3659060147404671, "loss_cls": 0.16580108858644962, "loss_bbox": 0.20010492742061614, "time": 0.31337748527526854, "epoch": 10, "iter": 14144, "memory": 9053, "step": 14144}
+{"lr": 0.004999999999999988, "data_time": 0.007448358535766602, "loss": 0.41756803780794144, "loss_cls": 0.19806784883141518, "loss_bbox": 0.2195001870393753, "time": 0.3134321689605713, "epoch": 10, "iter": 14194, "memory": 9069, "step": 14194}
+{"lr": 0.004999999999999988, "data_time": 0.007495880126953125, "loss": 0.4657119843363762, "loss_cls": 0.21807035818696022, "loss_bbox": 0.2476416303217411, "time": 0.3133906602859497, "epoch": 10, "iter": 14244, "memory": 9088, "step": 14244}
+{"lr": 0.004999999999999988, "data_time": 0.007572336196899414, "loss": 0.379453237503767, "loss_cls": 0.1683249358460307, "loss_bbox": 0.21112830474972724, "time": 0.3168207836151123, "epoch": 10, "iter": 14294, "memory": 10465, "step": 14294}
+{"lr": 0.004999999999999988, "data_time": 0.0075170469284057614, "loss": 0.3898130476474762, "loss_cls": 0.16269965892657637, "loss_bbox": 0.22711338937282563, "time": 0.315535397529602, "epoch": 10, "iter": 14344, "memory": 9637, "step": 14344}
+{"lr": 0.004999999999999988, "data_time": 0.008059048652648925, "loss": 0.37095273181796073, "loss_cls": 0.16524881456047297, "loss_bbox": 0.20570392087101935, "time": 0.3624971199035645, "epoch": 10, "iter": 14394, "memory": 10383, "step": 14394}
+{"lr": 0.004999999999999988, "data_time": 0.008161702156066895, "loss": 0.41099303677678106, "loss_cls": 0.1873313357308507, "loss_bbox": 0.22366170331835747, "time": 0.3667357349395752, "epoch": 10, "iter": 14444, "memory": 10075, "step": 14444}
+{"lr": 0.004999999999999988, "data_time": 0.007961311340332032, "loss": 0.43131747931241987, "loss_cls": 0.19327851995825768, "loss_bbox": 0.2380389592051506, "time": 0.3693751001358032, "epoch": 10, "iter": 14494, "memory": 9481, "step": 14494}
+{"lr": 0.004999999999999988, "data_time": 0.008021249771118164, "loss": 0.4534258894622326, "loss_cls": 0.1858091791346669, "loss_bbox": 0.2676167093217373, "time": 0.36809048175811765, "epoch": 10, "iter": 14544, "memory": 9671, "step": 14544}
+{"lr": 0.004999999999999988, "data_time": 0.00795154094696045, "loss": 0.4178524538874626, "loss_cls": 0.19000022429972888, "loss_bbox": 0.2278522275388241, "time": 0.37213222980499266, "epoch": 10, "iter": 14594, "memory": 13855, "step": 14594}
+{"lr": 0.004999999999999988, "data_time": 0.008246808052062989, "loss": 0.35008048832416533, "loss_cls": 0.14975572161376477, "loss_bbox": 0.20032476678490638, "time": 0.3657407379150391, "epoch": 10, "iter": 14644, "memory": 9721, "step": 14644}
+{"pascal_voc/mAP": 0.6588889360427856, "pascal_voc/AP50": 0.659, "data_time": 0.001754945727719923, "time": 0.04192853006420084, "step": 10}
+{"lr": 0.004999999999999988, "data_time": 0.00792469024658203, "loss": 0.3619172537326813, "loss_cls": 0.1558038841187954, "loss_bbox": 0.20611336648464204, "time": 0.3107264232635498, "epoch": 11, "iter": 14710, "memory": 9654, "step": 14710}
+{"lr": 0.004999999999999988, "data_time": 0.006503233909606934, "loss": 0.43364230304956436, "loss_cls": 0.19407780922949314, "loss_bbox": 0.2395644974708557, "time": 0.3134190845489502, "epoch": 11, "iter": 14760, "memory": 9443, "step": 14760}
+{"lr": 0.004999999999999988, "data_time": 0.0062006950378417965, "loss": 0.4302215799689293, "loss_cls": 0.181505463719368, "loss_bbox": 0.24871611520648002, "time": 0.30667294025421143, "epoch": 11, "iter": 14810, "memory": 9048, "step": 14810}
+{"lr": 0.004999999999999988, "data_time": 0.006391434669494629, "loss": 0.4189065553247929, "loss_cls": 0.17222334319725632, "loss_bbox": 0.24668321058154105, "time": 0.309600772857666, "epoch": 11, "iter": 14860, "memory": 9572, "step": 14860}
+{"lr": 0.004999999999999988, "data_time": 0.006464834213256836, "loss": 0.42142805337905886, "loss_cls": 0.18957124529406427, "loss_bbox": 0.23185680970549583, "time": 0.30721320152282716, "epoch": 11, "iter": 14910, "memory": 9123, "step": 14910}
+{"lr": 0.004999999999999988, "data_time": 0.006080694198608398, "loss": 0.38665978208184243, "loss_cls": 0.15573734544217588, "loss_bbox": 0.230922434926033, "time": 0.3062581062316895, "epoch": 11, "iter": 14960, "memory": 9076, "step": 14960}
+{"lr": 0.004999999999999988, "data_time": 0.006062083244323731, "loss": 0.37302670136094096, "loss_cls": 0.15945662338286637, "loss_bbox": 0.2135700787603855, "time": 0.3041903018951416, "epoch": 11, "iter": 15010, "memory": 9553, "step": 15010}
+{"lr": 0.004999999999999988, "data_time": 0.006197271347045899, "loss": 0.3893469786643982, "loss_cls": 0.16609748698770999, "loss_bbox": 0.2232494930922985, "time": 0.30966577529907224, "epoch": 11, "iter": 15060, "memory": 9723, "step": 15060}
+{"lr": 0.004999999999999988, "data_time": 0.006103358268737793, "loss": 0.37088598668575284, "loss_cls": 0.1536643885076046, "loss_bbox": 0.21722160056233406, "time": 0.3093188142776489, "epoch": 11, "iter": 15110, "memory": 10288, "step": 15110}
+{"lr": 0.004999999999999988, "data_time": 0.006134295463562011, "loss": 0.38793242335319517, "loss_cls": 0.16491539634764193, "loss_bbox": 0.2230170276761055, "time": 0.30716127395629883, "epoch": 11, "iter": 15160, "memory": 9917, "step": 15160}
+{"lr": 0.004999999999999988, "data_time": 0.006140708923339844, "loss": 0.3761267979443073, "loss_cls": 0.1648454011231661, "loss_bbox": 0.21128139659762382, "time": 0.3120539474487305, "epoch": 11, "iter": 15210, "memory": 9108, "step": 15210}
+{"lr": 0.004999999999999988, "data_time": 0.006132235527038574, "loss": 0.39031355530023576, "loss_cls": 0.17884045153856276, "loss_bbox": 0.21147310137748718, "time": 0.31156593799591065, "epoch": 11, "iter": 15260, "memory": 9311, "step": 15260}
+{"lr": 0.004999999999999988, "data_time": 0.006777768135070801, "loss": 0.3554957237839699, "loss_cls": 0.15626327581703664, "loss_bbox": 0.19923244714736937, "time": 0.3107547664642334, "epoch": 11, "iter": 15310, "memory": 9168, "step": 15310}
+{"lr": 0.004999999999999988, "data_time": 0.007594466209411621, "loss": 0.48120994985103605, "loss_cls": 0.2322715639322996, "loss_bbox": 0.24893838360905648, "time": 0.31373044967651365, "epoch": 11, "iter": 15360, "memory": 9050, "step": 15360}
+{"lr": 0.004999999999999988, "data_time": 0.007761073112487793, "loss": 0.3893929296731949, "loss_cls": 0.17692531879991294, "loss_bbox": 0.21246761247515678, "time": 0.31351799964904786, "epoch": 11, "iter": 15410, "memory": 9717, "step": 15410}
+{"lr": 0.004999999999999988, "data_time": 0.007936887741088867, "loss": 0.3804809544980526, "loss_cls": 0.1759749747440219, "loss_bbox": 0.20450598001480103, "time": 0.3124930286407471, "epoch": 11, "iter": 15460, "memory": 9224, "step": 15460}
+{"lr": 0.004999999999999988, "data_time": 0.0078086376190185545, "loss": 0.41097228959202764, "loss_cls": 0.18786577381193637, "loss_bbox": 0.22310651630163192, "time": 0.31239779949188234, "epoch": 11, "iter": 15510, "memory": 9050, "step": 15510}
+{"lr": 0.004999999999999988, "data_time": 0.007177891731262207, "loss": 0.3706723617017269, "loss_cls": 0.16265569388866424, "loss_bbox": 0.2080166719853878, "time": 0.3092248106002808, "epoch": 11, "iter": 15560, "memory": 9058, "step": 15560}
+{"lr": 0.004999999999999988, "data_time": 0.007458963394165039, "loss": 0.37596915155649185, "loss_cls": 0.15030670378357172, "loss_bbox": 0.22566244885325432, "time": 0.31014557361602785, "epoch": 11, "iter": 15610, "memory": 9903, "step": 15610}
+{"lr": 0.004999999999999988, "data_time": 0.007535600662231445, "loss": 0.32785362377762794, "loss_cls": 0.13983455955982207, "loss_bbox": 0.18801906436681748, "time": 0.31483001708984376, "epoch": 11, "iter": 15660, "memory": 10307, "step": 15660}
+{"lr": 0.004999999999999988, "data_time": 0.007521257400512695, "loss": 0.3666041377186775, "loss_cls": 0.149315567612648, "loss_bbox": 0.2172885711491108, "time": 0.3094345664978027, "epoch": 11, "iter": 15710, "memory": 9196, "step": 15710}
+{"lr": 0.004999999999999988, "data_time": 0.007415900230407715, "loss": 0.3747782477736473, "loss_cls": 0.16614253289997577, "loss_bbox": 0.20863571256399155, "time": 0.30902317047119143, "epoch": 11, "iter": 15760, "memory": 9049, "step": 15760}
+{"lr": 0.004999999999999988, "data_time": 0.007465996742248535, "loss": 0.43797359108924866, "loss_cls": 0.20789817977696656, "loss_bbox": 0.23007540836930274, "time": 0.31400672912597655, "epoch": 11, "iter": 15810, "memory": 9069, "step": 15810}
+{"lr": 0.004999999999999988, "data_time": 0.007518301010131836, "loss": 0.3979678715765476, "loss_cls": 0.16836281977593898, "loss_bbox": 0.22960505723953248, "time": 0.3182548952102661, "epoch": 11, "iter": 15860, "memory": 9337, "step": 15860}
+{"lr": 0.004999999999999988, "data_time": 0.007532625198364258, "loss": 0.416233449280262, "loss_cls": 0.17843645460903645, "loss_bbox": 0.2377969965338707, "time": 0.31085451602935793, "epoch": 11, "iter": 15910, "memory": 9050, "step": 15910}
+{"lr": 0.004999999999999988, "data_time": 0.007511253356933594, "loss": 0.3629830747842789, "loss_cls": 0.15314460165798663, "loss_bbox": 0.20983847588300705, "time": 0.31173479557037354, "epoch": 11, "iter": 15960, "memory": 9172, "step": 15960}
+{"lr": 0.004999999999999988, "data_time": 0.007596888542175293, "loss": 0.3530534189939499, "loss_cls": 0.1631084243953228, "loss_bbox": 0.18994499579072, "time": 0.3099692487716675, "epoch": 11, "iter": 16010, "memory": 9391, "step": 16010}
+{"lr": 0.004999999999999988, "data_time": 0.007378149032592774, "loss": 0.3966054858267307, "loss_cls": 0.1673572450503707, "loss_bbox": 0.2292482379078865, "time": 0.3154491901397705, "epoch": 11, "iter": 16060, "memory": 9049, "step": 16060}
+{"lr": 0.004999999999999988, "data_time": 0.0074255943298339845, "loss": 0.4032620345056057, "loss_cls": 0.17343314688652753, "loss_bbox": 0.22982888594269751, "time": 0.3103301382064819, "epoch": 11, "iter": 16110, "memory": 10201, "step": 16110}
+{"pascal_voc/mAP": 0.6726248264312744, "pascal_voc/AP50": 0.673, "data_time": 0.001709179511187187, "time": 0.04111179205962033, "step": 11}
+{"lr": 0.004999999999999988, "data_time": 0.007815914154052734, "loss": 0.3549434961378574, "loss_cls": 0.1328526565246284, "loss_bbox": 0.22209084019064904, "time": 0.31306273460388184, "epoch": 12, "iter": 16176, "memory": 9334, "step": 16176}
+{"lr": 0.004999999999999988, "data_time": 0.006282329559326172, "loss": 0.348497054874897, "loss_cls": 0.15270271599292756, "loss_bbox": 0.19579434067010879, "time": 0.31354766368865966, "epoch": 12, "iter": 16226, "memory": 9359, "step": 16226}
+{"lr": 0.004999999999999988, "data_time": 0.0060928106307983395, "loss": 0.3401620417833328, "loss_cls": 0.14511274648830294, "loss_bbox": 0.19504929311573505, "time": 0.3120922565460205, "epoch": 12, "iter": 16276, "memory": 9849, "step": 16276}
+{"lr": 0.004999999999999988, "data_time": 0.006076297760009766, "loss": 0.40778214156627657, "loss_cls": 0.16632000369951128, "loss_bbox": 0.24146213486790657, "time": 0.31300745010375974, "epoch": 12, "iter": 16326, "memory": 9589, "step": 16326}
+{"lr": 0.004999999999999988, "data_time": 0.006379127502441406, "loss": 0.33458328038454055, "loss_cls": 0.14464077135547995, "loss_bbox": 0.18994251057505607, "time": 0.3148894166946411, "epoch": 12, "iter": 16376, "memory": 11526, "step": 16376}
+{"lr": 0.004999999999999988, "data_time": 0.006236305236816406, "loss": 0.45467577278614046, "loss_cls": 0.2042932229489088, "loss_bbox": 0.2503825496137142, "time": 0.31262197971343997, "epoch": 12, "iter": 16426, "memory": 10894, "step": 16426}
+{"lr": 0.004999999999999988, "data_time": 0.006274075508117676, "loss": 0.4096456164121628, "loss_cls": 0.18122184958308934, "loss_bbox": 0.22842376604676246, "time": 0.3122846984863281, "epoch": 12, "iter": 16476, "memory": 9051, "step": 16476}
+{"lr": 0.004999999999999988, "data_time": 0.006032485961914063, "loss": 0.38363034069538116, "loss_cls": 0.16695736888796092, "loss_bbox": 0.21667297258973123, "time": 0.30991278648376464, "epoch": 12, "iter": 16526, "memory": 9574, "step": 16526}
+{"lr": 0.004999999999999988, "data_time": 0.006207480430603028, "loss": 0.392417433410883, "loss_cls": 0.17288015108555554, "loss_bbox": 0.21953728303313255, "time": 0.3120452070236206, "epoch": 12, "iter": 16576, "memory": 9324, "step": 16576}
+{"lr": 0.004999999999999988, "data_time": 0.006029720306396484, "loss": 0.395838762819767, "loss_cls": 0.16577477797865867, "loss_bbox": 0.2300639858841896, "time": 0.3100382566452026, "epoch": 12, "iter": 16626, "memory": 9377, "step": 16626}
+{"lr": 0.004999999999999988, "data_time": 0.0063305854797363285, "loss": 0.37367566004395486, "loss_cls": 0.1652438545972109, "loss_bbox": 0.20843180626630783, "time": 0.30769545555114747, "epoch": 12, "iter": 16676, "memory": 9174, "step": 16676}
+{"lr": 0.004999999999999988, "data_time": 0.006115756034851074, "loss": 0.3856236144900322, "loss_cls": 0.1548910891637206, "loss_bbox": 0.23073252469301223, "time": 0.3150381851196289, "epoch": 12, "iter": 16726, "memory": 9239, "step": 16726}
+{"lr": 0.004999999999999988, "data_time": 0.0063824462890625, "loss": 0.4090679056942463, "loss_cls": 0.1767413388378918, "loss_bbox": 0.23232656583189965, "time": 0.31629894256591795, "epoch": 12, "iter": 16776, "memory": 9051, "step": 16776}
+{"lr": 0.004999999999999988, "data_time": 0.0063294792175292965, "loss": 0.41119670391082763, "loss_cls": 0.1671784595027566, "loss_bbox": 0.24401824414730072, "time": 0.31628376483917237, "epoch": 12, "iter": 16826, "memory": 9480, "step": 16826}
+{"lr": 0.004999999999999988, "data_time": 0.0061586427688598636, "loss": 0.3573102879524231, "loss_cls": 0.13758283900097013, "loss_bbox": 0.21972744926810264, "time": 0.3120874309539795, "epoch": 12, "iter": 16876, "memory": 9050, "step": 16876}
+{"lr": 0.004999999999999988, "data_time": 0.0061856603622436526, "loss": 0.3403883710503578, "loss_cls": 0.13854383423924446, "loss_bbox": 0.20184453651309014, "time": 0.31143630027770997, "epoch": 12, "iter": 16926, "memory": 9216, "step": 16926}
+{"lr": 0.004999999999999988, "data_time": 0.006273903846740723, "loss": 0.3917282772064209, "loss_cls": 0.17215512920171022, "loss_bbox": 0.21957314968109132, "time": 0.3130075931549072, "epoch": 12, "iter": 16976, "memory": 9067, "step": 16976}
+{"lr": 0.004999999999999988, "data_time": 0.006370539665222168, "loss": 0.3846307399868965, "loss_cls": 0.16041490085422994, "loss_bbox": 0.2242158403992653, "time": 0.3140245008468628, "epoch": 12, "iter": 17026, "memory": 9124, "step": 17026}
+{"lr": 0.004999999999999988, "data_time": 0.006485171318054199, "loss": 0.39158013060688973, "loss_cls": 0.16633037045598031, "loss_bbox": 0.22524976208806038, "time": 0.3120145845413208, "epoch": 12, "iter": 17076, "memory": 9287, "step": 17076}
+{"lr": 0.004999999999999988, "data_time": 0.006405153274536133, "loss": 0.3751593816280365, "loss_cls": 0.16562214732170105, "loss_bbox": 0.2095372374355793, "time": 0.31624120235443115, "epoch": 12, "iter": 17126, "memory": 9105, "step": 17126}
+{"lr": 0.004999999999999988, "data_time": 0.006751060485839844, "loss": 0.31551758378744127, "loss_cls": 0.124817170239985, "loss_bbox": 0.19070041477680205, "time": 0.31495325088500975, "epoch": 12, "iter": 17176, "memory": 10466, "step": 17176}
+{"lr": 0.004999999999999988, "data_time": 0.006593818664550781, "loss": 0.3242002519965172, "loss_cls": 0.128660638500005, "loss_bbox": 0.19553961411118506, "time": 0.31199904918670657, "epoch": 12, "iter": 17226, "memory": 9051, "step": 17226}
+{"lr": 0.004999999999999988, "data_time": 0.006484894752502441, "loss": 0.44221922308206557, "loss_cls": 0.20207535173743962, "loss_bbox": 0.2401438707113266, "time": 0.31351534366607664, "epoch": 12, "iter": 17276, "memory": 11317, "step": 17276}
+{"lr": 0.004999999999999988, "data_time": 0.006416521072387695, "loss": 0.3743481332063675, "loss_cls": 0.15121926248073578, "loss_bbox": 0.22312886714935304, "time": 0.31604029655456545, "epoch": 12, "iter": 17326, "memory": 10328, "step": 17326}
+{"lr": 0.004999999999999988, "data_time": 0.006350550651550293, "loss": 0.36509245812892915, "loss_cls": 0.14954627353698016, "loss_bbox": 0.21554618522524835, "time": 0.3163621187210083, "epoch": 12, "iter": 17376, "memory": 9577, "step": 17376}
+{"lr": 0.004999999999999988, "data_time": 0.007639827728271484, "loss": 0.35923133373260496, "loss_cls": 0.16017135730013252, "loss_bbox": 0.19905997842550277, "time": 0.3140498113632202, "epoch": 12, "iter": 17426, "memory": 9388, "step": 17426}
+{"lr": 0.004999999999999988, "data_time": 0.006319622993469238, "loss": 0.3845485037565231, "loss_cls": 0.16570257265120744, "loss_bbox": 0.21884593054652213, "time": 0.3134679460525513, "epoch": 12, "iter": 17476, "memory": 10778, "step": 17476}
+{"lr": 0.004999999999999988, "data_time": 0.006243996620178223, "loss": 0.37009582459926604, "loss_cls": 0.15498952712863684, "loss_bbox": 0.2151062984764576, "time": 0.3137268733978271, "epoch": 12, "iter": 17526, "memory": 9047, "step": 17526}
+{"lr": 0.004999999999999988, "data_time": 0.006383814811706543, "loss": 0.35847075581550597, "loss_cls": 0.14636919267475604, "loss_bbox": 0.21210156127810478, "time": 0.3156881332397461, "epoch": 12, "iter": 17576, "memory": 9926, "step": 17576}
+{"pascal_voc/mAP": 0.6746165752410889, "pascal_voc/AP50": 0.675, "data_time": 0.0017394719883921362, "time": 0.0405588041209395, "step": 12}
+{"lr": 0.004999999999999988, "data_time": 0.008520770072937011, "loss": 0.4525447192788124, "loss_cls": 0.21559499386698008, "loss_bbox": 0.23694972530007363, "time": 0.34773716926574705, "epoch": 13, "iter": 17642, "memory": 9049, "step": 17642}
+{"lr": 0.004999999999999988, "data_time": 0.008088498115539551, "loss": 0.413527916520834, "loss_cls": 0.18620966421440244, "loss_bbox": 0.22731824904680253, "time": 0.37105474948883055, "epoch": 13, "iter": 17692, "memory": 9150, "step": 17692}
+{"lr": 0.004999999999999988, "data_time": 0.00771641731262207, "loss": 0.34601344138383866, "loss_cls": 0.13868029687553643, "loss_bbox": 0.2073331443965435, "time": 0.367111349105835, "epoch": 13, "iter": 17742, "memory": 10269, "step": 17742}
+{"lr": 0.004999999999999988, "data_time": 0.007857942581176757, "loss": 0.3582885906100273, "loss_cls": 0.15104499362409116, "loss_bbox": 0.2072435961663723, "time": 0.378914475440979, "epoch": 13, "iter": 17792, "memory": 9390, "step": 17792}
+{"lr": 0.004999999999999988, "data_time": 0.007919392585754394, "loss": 0.41223855316638947, "loss_cls": 0.16785026308149098, "loss_bbox": 0.24438829019665717, "time": 0.3656842803955078, "epoch": 13, "iter": 17842, "memory": 9050, "step": 17842}
+{"lr": 0.004999999999999988, "data_time": 0.007811498641967773, "loss": 0.3389191381633282, "loss_cls": 0.14575117077678443, "loss_bbox": 0.19316796883940696, "time": 0.3687004280090332, "epoch": 13, "iter": 17892, "memory": 9604, "step": 17892}
+{"lr": 0.004999999999999988, "data_time": 0.00781843662261963, "loss": 0.40584711283445357, "loss_cls": 0.20040052399039268, "loss_bbox": 0.20544658675789834, "time": 0.36731651306152346, "epoch": 13, "iter": 17942, "memory": 13507, "step": 17942}
+{"lr": 0.004999999999999988, "data_time": 0.00775357723236084, "loss": 0.3832967415452003, "loss_cls": 0.17736729580909014, "loss_bbox": 0.20592944979667663, "time": 0.36496122360229494, "epoch": 13, "iter": 17992, "memory": 10101, "step": 17992}
+{"lr": 0.004999999999999988, "data_time": 0.008319964408874512, "loss": 0.3777235746383667, "loss_cls": 0.1741828540340066, "loss_bbox": 0.20354071706533433, "time": 0.36524477481842044, "epoch": 13, "iter": 18042, "memory": 9206, "step": 18042}
+{"lr": 0.004999999999999988, "data_time": 0.007895889282226563, "loss": 0.3759928308427334, "loss_cls": 0.16293103527277708, "loss_bbox": 0.2130617920309305, "time": 0.3650472450256348, "epoch": 13, "iter": 18092, "memory": 10687, "step": 18092}
+{"lr": 0.004999999999999988, "data_time": 0.00790236473083496, "loss": 0.3897627916932106, "loss_cls": 0.16028596863150596, "loss_bbox": 0.22947682276368142, "time": 0.37175716400146486, "epoch": 13, "iter": 18142, "memory": 9882, "step": 18142}
+{"lr": 0.004999999999999988, "data_time": 0.007948970794677735, "loss": 0.34371289893984797, "loss_cls": 0.14772037787362932, "loss_bbox": 0.19599252432584763, "time": 0.36127994060516355, "epoch": 13, "iter": 18192, "memory": 10421, "step": 18192}
+{"lr": 0.004999999999999988, "data_time": 0.007870402336120606, "loss": 0.3757521450519562, "loss_cls": 0.17197174303233623, "loss_bbox": 0.20378040432929992, "time": 0.3629264736175537, "epoch": 13, "iter": 18242, "memory": 10443, "step": 18242}
+{"lr": 0.004999999999999988, "data_time": 0.007650027275085449, "loss": 0.4822391730546951, "loss_cls": 0.22145765118300914, "loss_bbox": 0.2607815267890692, "time": 0.363243670463562, "epoch": 13, "iter": 18292, "memory": 9889, "step": 18292}
+{"lr": 0.004999999999999988, "data_time": 0.007880606651306153, "loss": 0.3460790403187275, "loss_cls": 0.1462966914102435, "loss_bbox": 0.19978235080838203, "time": 0.36501781940460204, "epoch": 13, "iter": 18342, "memory": 10111, "step": 18342}
+{"lr": 0.004999999999999988, "data_time": 0.007963814735412598, "loss": 0.4046244409680366, "loss_cls": 0.17297010574489832, "loss_bbox": 0.23165433302521707, "time": 0.36815652847290037, "epoch": 13, "iter": 18392, "memory": 10224, "step": 18392}
+{"lr": 0.004999999999999988, "data_time": 0.008020081520080567, "loss": 0.343716262280941, "loss_cls": 0.1311569568887353, "loss_bbox": 0.21255930617451668, "time": 0.3644417953491211, "epoch": 13, "iter": 18442, "memory": 9050, "step": 18442}
+{"lr": 0.004999999999999988, "data_time": 0.00782846450805664, "loss": 0.34848488673567773, "loss_cls": 0.14244167579337955, "loss_bbox": 0.20604320988059044, "time": 0.372865629196167, "epoch": 13, "iter": 18492, "memory": 9204, "step": 18492}
+{"lr": 0.004999999999999988, "data_time": 0.008400120735168458, "loss": 0.3720448058843613, "loss_cls": 0.156272805146873, "loss_bbox": 0.21577200084924697, "time": 0.3668055486679077, "epoch": 13, "iter": 18542, "memory": 9082, "step": 18542}
+{"lr": 0.004999999999999988, "data_time": 0.008395905494689942, "loss": 0.4318046921491623, "loss_cls": 0.20725410014390946, "loss_bbox": 0.22455059126019478, "time": 0.36665602684021, "epoch": 13, "iter": 18592, "memory": 9054, "step": 18592}
+{"lr": 0.004999999999999988, "data_time": 0.008336572647094727, "loss": 0.3554350984096527, "loss_cls": 0.14897228239104152, "loss_bbox": 0.20646281391382218, "time": 0.36612046718597413, "epoch": 13, "iter": 18642, "memory": 9050, "step": 18642}
+{"lr": 0.004999999999999988, "data_time": 0.0077800464630126956, "loss": 0.33329148814082143, "loss_cls": 0.1318203391134739, "loss_bbox": 0.2014711457490921, "time": 0.36415411949157717, "epoch": 13, "iter": 18692, "memory": 9050, "step": 18692}
+{"lr": 0.004999999999999988, "data_time": 0.007947239875793457, "loss": 0.2956321389973164, "loss_cls": 0.1169620844349265, "loss_bbox": 0.17867005452513696, "time": 0.36766576290130615, "epoch": 13, "iter": 18742, "memory": 9656, "step": 18742}
+{"lr": 0.004999999999999988, "data_time": 0.007949905395507812, "loss": 0.34258975118398666, "loss_cls": 0.14673881087452173, "loss_bbox": 0.1958509397506714, "time": 0.37194525241851806, "epoch": 13, "iter": 18792, "memory": 9055, "step": 18792}
+{"lr": 0.004999999999999988, "data_time": 0.007860984802246094, "loss": 0.40127563118934634, "loss_cls": 0.17815754108130932, "loss_bbox": 0.2231180915236473, "time": 0.3688064956665039, "epoch": 13, "iter": 18842, "memory": 9161, "step": 18842}
+{"lr": 0.004999999999999988, "data_time": 0.008173532485961914, "loss": 0.4257070687413216, "loss_cls": 0.1794496196322143, "loss_bbox": 0.24625745192170143, "time": 0.3659415864944458, "epoch": 13, "iter": 18892, "memory": 9514, "step": 18892}
+{"lr": 0.004999999999999988, "data_time": 0.008433427810668945, "loss": 0.3562630721926689, "loss_cls": 0.1510938133113086, "loss_bbox": 0.20516925901174546, "time": 0.3660174512863159, "epoch": 13, "iter": 18942, "memory": 9125, "step": 18942}
+{"lr": 0.004999999999999988, "data_time": 0.008336582183837891, "loss": 0.3746270979940891, "loss_cls": 0.16381884478032588, "loss_bbox": 0.2108082516491413, "time": 0.37185317993164063, "epoch": 13, "iter": 18992, "memory": 11178, "step": 18992}
+{"lr": 0.004999999999999988, "data_time": 0.008513627052307128, "loss": 0.379837404191494, "loss_cls": 0.1611817415058613, "loss_bbox": 0.21865566402673722, "time": 0.3676400947570801, "epoch": 13, "iter": 19042, "memory": 10223, "step": 19042}
+{"pascal_voc/mAP": 0.6559346914291382, "pascal_voc/AP50": 0.656, "data_time": 0.0017243072349953717, "time": 0.0418753821291131, "step": 13}
+{"lr": 0.004999999999999988, "data_time": 0.007606959342956543, "loss": 0.31583628594875335, "loss_cls": 0.1303912266343832, "loss_bbox": 0.18544506043195724, "time": 0.29151703834533693, "epoch": 14, "iter": 19108, "memory": 9196, "step": 19108}
+{"lr": 0.004999999999999988, "data_time": 0.006162500381469727, "loss": 0.3931526954472065, "loss_cls": 0.1597148297727108, "loss_bbox": 0.23343786388635634, "time": 0.3108734655380249, "epoch": 14, "iter": 19158, "memory": 11324, "step": 19158}
+{"lr": 0.004999999999999988, "data_time": 0.006055493354797364, "loss": 0.35936922699213025, "loss_cls": 0.1510324202850461, "loss_bbox": 0.2083368082344532, "time": 0.3123305702209473, "epoch": 14, "iter": 19208, "memory": 9370, "step": 19208}
+{"lr": 0.004999999999999988, "data_time": 0.0062092733383178715, "loss": 0.42042779088020327, "loss_cls": 0.18577463153749704, "loss_bbox": 0.23465315818786622, "time": 0.31147916316986085, "epoch": 14, "iter": 19258, "memory": 9229, "step": 19258}
+{"lr": 0.004999999999999988, "data_time": 0.006406006813049317, "loss": 0.3476253777742386, "loss_cls": 0.1439838740043342, "loss_bbox": 0.20364150181412696, "time": 0.30808234214782715, "epoch": 14, "iter": 19308, "memory": 9050, "step": 19308}
+{"lr": 0.004999999999999988, "data_time": 0.006096138954162598, "loss": 0.3378808544576168, "loss_cls": 0.12806980282068253, "loss_bbox": 0.20981104850769042, "time": 0.31110898494720457, "epoch": 14, "iter": 19358, "memory": 10187, "step": 19358}
+{"lr": 0.004999999999999988, "data_time": 0.005960702896118164, "loss": 0.3898122838139534, "loss_cls": 0.16198889510706066, "loss_bbox": 0.22782338827848433, "time": 0.3162670373916626, "epoch": 14, "iter": 19408, "memory": 9049, "step": 19408}
+{"lr": 0.004999999999999988, "data_time": 0.006774859428405762, "loss": 0.3289013919234276, "loss_cls": 0.12505987364798785, "loss_bbox": 0.20384151980280876, "time": 0.33225062370300296, "epoch": 14, "iter": 19458, "memory": 9122, "step": 19458}
+{"lr": 0.004999999999999988, "data_time": 0.008043861389160157, "loss": 0.37243170887231825, "loss_cls": 0.16449404645711183, "loss_bbox": 0.20793766096234323, "time": 0.3676023483276367, "epoch": 14, "iter": 19508, "memory": 9050, "step": 19508}
+{"lr": 0.004999999999999988, "data_time": 0.007875194549560547, "loss": 0.37050922349095344, "loss_cls": 0.15072643272578717, "loss_bbox": 0.21978278562426568, "time": 0.3681922674179077, "epoch": 14, "iter": 19558, "memory": 9320, "step": 19558}
+{"lr": 0.004999999999999988, "data_time": 0.008167910575866699, "loss": 0.31533375307917594, "loss_cls": 0.12168655250221491, "loss_bbox": 0.19364719778299333, "time": 0.37184069633483885, "epoch": 14, "iter": 19608, "memory": 9050, "step": 19608}
+{"lr": 0.004999999999999988, "data_time": 0.008117914199829102, "loss": 0.36794720113277435, "loss_cls": 0.14623024743050336, "loss_bbox": 0.2217169539630413, "time": 0.3723140239715576, "epoch": 14, "iter": 19658, "memory": 10057, "step": 19658}
+{"lr": 0.004999999999999988, "data_time": 0.008370709419250489, "loss": 0.3331632152199745, "loss_cls": 0.14929743599146605, "loss_bbox": 0.1838657796382904, "time": 0.3750676155090332, "epoch": 14, "iter": 19708, "memory": 10442, "step": 19708}
+{"lr": 0.004999999999999988, "data_time": 0.008292250633239746, "loss": 0.37137172266840934, "loss_cls": 0.16135295994579793, "loss_bbox": 0.21001876294612884, "time": 0.3691511487960815, "epoch": 14, "iter": 19758, "memory": 11304, "step": 19758}
+{"lr": 0.004999999999999988, "data_time": 0.008459272384643555, "loss": 0.3704046827554703, "loss_cls": 0.16238987687975168, "loss_bbox": 0.20801480516791343, "time": 0.3711954402923584, "epoch": 14, "iter": 19808, "memory": 10116, "step": 19808}
+{"lr": 0.004999999999999988, "data_time": 0.009787073135375976, "loss": 0.35037883907556533, "loss_cls": 0.14449414996430276, "loss_bbox": 0.2058846892416477, "time": 0.3711949110031128, "epoch": 14, "iter": 19858, "memory": 9091, "step": 19858}
+{"lr": 0.004999999999999988, "data_time": 0.008130631446838378, "loss": 0.3300637076795101, "loss_cls": 0.13595161315053703, "loss_bbox": 0.19411209627985954, "time": 0.36822995662689206, "epoch": 14, "iter": 19908, "memory": 9145, "step": 19908}
+{"lr": 0.004999999999999988, "data_time": 0.008129467964172363, "loss": 0.3360660706460476, "loss_cls": 0.13866430753841996, "loss_bbox": 0.1974017633497715, "time": 0.3691992235183716, "epoch": 14, "iter": 19958, "memory": 10391, "step": 19958}
+{"lr": 0.004999999999999988, "data_time": 0.007978076934814454, "loss": 0.3917942728102207, "loss_cls": 0.1593780117481947, "loss_bbox": 0.2324162569642067, "time": 0.37772509574890134, "epoch": 14, "iter": 20008, "memory": 10033, "step": 20008}
+{"lr": 0.004999999999999988, "data_time": 0.007937750816345214, "loss": 0.3204015466570854, "loss_cls": 0.12916912605986, "loss_bbox": 0.19123241916298866, "time": 0.3720881652832031, "epoch": 14, "iter": 20058, "memory": 10694, "step": 20058}
+{"lr": 0.004999999999999988, "data_time": 0.008618121147155761, "loss": 0.3410876227915287, "loss_cls": 0.12963009983301163, "loss_bbox": 0.211457522213459, "time": 0.36994166374206544, "epoch": 14, "iter": 20108, "memory": 9313, "step": 20108}
+{"lr": 0.004999999999999988, "data_time": 0.008347101211547851, "loss": 0.3384238030016422, "loss_cls": 0.1333891993947327, "loss_bbox": 0.20503460429608822, "time": 0.37237574577331545, "epoch": 14, "iter": 20158, "memory": 9051, "step": 20158}
+{"lr": 0.004999999999999988, "data_time": 0.008744645118713378, "loss": 0.3307782518863678, "loss_cls": 0.12990498282015323, "loss_bbox": 0.2008732683956623, "time": 0.3747516870498657, "epoch": 14, "iter": 20208, "memory": 9496, "step": 20208}
+{"lr": 0.004999999999999988, "data_time": 0.008221654891967774, "loss": 0.41098575755953787, "loss_cls": 0.17476425513625146, "loss_bbox": 0.2362215031683445, "time": 0.37255037784576417, "epoch": 14, "iter": 20258, "memory": 9107, "step": 20258}
+{"lr": 0.004999999999999988, "data_time": 0.008582048416137696, "loss": 0.3146003982424736, "loss_cls": 0.1205612188577652, "loss_bbox": 0.19403918132185935, "time": 0.37318588733673097, "epoch": 14, "iter": 20308, "memory": 9050, "step": 20308}
+{"lr": 0.004999999999999988, "data_time": 0.008691706657409669, "loss": 0.3154150392115116, "loss_cls": 0.12147536784410477, "loss_bbox": 0.1939396707713604, "time": 0.37313960075378416, "epoch": 14, "iter": 20358, "memory": 9146, "step": 20358}
+{"lr": 0.004999999999999988, "data_time": 0.008171029090881347, "loss": 0.321853469312191, "loss_cls": 0.1296355363726616, "loss_bbox": 0.19221793353557587, "time": 0.37536111354827884, "epoch": 14, "iter": 20408, "memory": 9066, "step": 20408}
+{"lr": 0.004999999999999988, "data_time": 0.008328137397766113, "loss": 0.33253287136554716, "loss_cls": 0.13578454446047544, "loss_bbox": 0.1967483301460743, "time": 0.37138981819152833, "epoch": 14, "iter": 20458, "memory": 9066, "step": 20458}
+{"lr": 0.004999999999999988, "data_time": 0.008442840576171874, "loss": 0.3552358290553093, "loss_cls": 0.14834527624771, "loss_bbox": 0.20689055308699608, "time": 0.3694613075256348, "epoch": 14, "iter": 20508, "memory": 10284, "step": 20508}
+{"pascal_voc/mAP": 0.6791358590126038, "pascal_voc/AP50": 0.679, "data_time": 0.001753795861548234, "time": 0.03984808808126632, "step": 14}
+{"lr": 0.004999999999999988, "data_time": 0.008320651054382323, "loss": 0.36188610464334486, "loss_cls": 0.1586211647093296, "loss_bbox": 0.2032649375498295, "time": 0.31603060722351073, "epoch": 15, "iter": 20574, "memory": 10638, "step": 20574}
+{"lr": 0.004999999999999988, "data_time": 0.008449583053588868, "loss": 0.34057148575782775, "loss_cls": 0.13981348048895598, "loss_bbox": 0.2007580068707466, "time": 0.31640668869018557, "epoch": 15, "iter": 20624, "memory": 11525, "step": 20624}
+{"lr": 0.004999999999999988, "data_time": 0.00787405014038086, "loss": 0.3492315283417702, "loss_cls": 0.14522975049912928, "loss_bbox": 0.20400177896022798, "time": 0.31930458545684814, "epoch": 15, "iter": 20674, "memory": 9342, "step": 20674}
+{"lr": 0.004999999999999988, "data_time": 0.008184995651245117, "loss": 0.32272146657109263, "loss_cls": 0.12637985883280634, "loss_bbox": 0.19634160727262498, "time": 0.3196572399139404, "epoch": 15, "iter": 20724, "memory": 9191, "step": 20724}
+{"lr": 0.004999999999999988, "data_time": 0.007098360061645508, "loss": 0.3970576220750809, "loss_cls": 0.16479021213948727, "loss_bbox": 0.23226740926504136, "time": 0.35676982879638675, "epoch": 15, "iter": 20774, "memory": 9315, "step": 20774}
+{"lr": 0.004999999999999988, "data_time": 0.007732253074645996, "loss": 0.34107873916625975, "loss_cls": 0.13675001226365566, "loss_bbox": 0.20432872712612152, "time": 0.3651466703414917, "epoch": 15, "iter": 20824, "memory": 9140, "step": 20824}
+{"lr": 0.004999999999999988, "data_time": 0.010133323669433593, "loss": 0.388092418462038, "loss_cls": 0.18052562847733497, "loss_bbox": 0.20756678998470307, "time": 0.3745508480072022, "epoch": 15, "iter": 20874, "memory": 9068, "step": 20874}
+{"lr": 0.004999999999999988, "data_time": 0.00813840389251709, "loss": 0.3480478775501251, "loss_cls": 0.13766643572598697, "loss_bbox": 0.2103814409673214, "time": 0.3723004961013794, "epoch": 15, "iter": 20924, "memory": 9203, "step": 20924}
+{"lr": 0.004999999999999988, "data_time": 0.00849874496459961, "loss": 0.3276549978554249, "loss_cls": 0.1298565936088562, "loss_bbox": 0.1977984030544758, "time": 0.36848673343658445, "epoch": 15, "iter": 20974, "memory": 9409, "step": 20974}
+{"lr": 0.004999999999999988, "data_time": 0.008288164138793946, "loss": 0.3112417796254158, "loss_cls": 0.1294759240746498, "loss_bbox": 0.18176585510373117, "time": 0.3746237945556641, "epoch": 15, "iter": 21024, "memory": 9133, "step": 21024}
+{"lr": 0.004999999999999988, "data_time": 0.00849503993988037, "loss": 0.3366744455695152, "loss_cls": 0.13238694719038904, "loss_bbox": 0.20428750090301037, "time": 0.3782749080657959, "epoch": 15, "iter": 21074, "memory": 13838, "step": 21074}
+{"lr": 0.004999999999999988, "data_time": 0.008508601188659669, "loss": 0.3420465697348118, "loss_cls": 0.1319851617142558, "loss_bbox": 0.2100614070892334, "time": 0.3720113801956177, "epoch": 15, "iter": 21124, "memory": 9500, "step": 21124}
+{"lr": 0.004999999999999988, "data_time": 0.008579759597778321, "loss": 0.37085682556033134, "loss_cls": 0.15253704788163305, "loss_bbox": 0.2183197794854641, "time": 0.37284983158111573, "epoch": 15, "iter": 21174, "memory": 9150, "step": 21174}
+{"lr": 0.004999999999999988, "data_time": 0.00843498706817627, "loss": 0.2964410436153412, "loss_cls": 0.11788346998393535, "loss_bbox": 0.17855757288634777, "time": 0.3765567445755005, "epoch": 15, "iter": 21224, "memory": 9050, "step": 21224}
+{"lr": 0.004999999999999988, "data_time": 0.008504467010498047, "loss": 0.3629746888577938, "loss_cls": 0.14925824189558626, "loss_bbox": 0.21371644511818885, "time": 0.37330098152160646, "epoch": 15, "iter": 21274, "memory": 9269, "step": 21274}
+{"lr": 0.004999999999999988, "data_time": 0.008347086906433106, "loss": 0.26479468956589697, "loss_cls": 0.10672445423901081, "loss_bbox": 0.1580702355504036, "time": 0.37171719551086424, "epoch": 15, "iter": 21324, "memory": 9507, "step": 21324}
+{"lr": 0.004999999999999988, "data_time": 0.00861536979675293, "loss": 0.2905869172513485, "loss_cls": 0.11194651920348406, "loss_bbox": 0.1786403976380825, "time": 0.3748680257797241, "epoch": 15, "iter": 21374, "memory": 9574, "step": 21374}
+{"lr": 0.004999999999999988, "data_time": 0.008237519264221192, "loss": 0.34337046548724176, "loss_cls": 0.14942703830078244, "loss_bbox": 0.19394342616200447, "time": 0.37271904468536377, "epoch": 15, "iter": 21424, "memory": 9721, "step": 21424}
+{"lr": 0.004999999999999988, "data_time": 0.008180208206176758, "loss": 0.4088388782739639, "loss_cls": 0.1684386443719268, "loss_bbox": 0.24040023639798164, "time": 0.36685880661010745, "epoch": 15, "iter": 21474, "memory": 9198, "step": 21474}
+{"lr": 0.004999999999999988, "data_time": 0.00818222999572754, "loss": 0.3428658764064312, "loss_cls": 0.14320870246738196, "loss_bbox": 0.1996571709215641, "time": 0.3676888990402222, "epoch": 15, "iter": 21524, "memory": 9051, "step": 21524}
+{"lr": 0.004999999999999988, "data_time": 0.008244490623474121, "loss": 0.31741953566670417, "loss_cls": 0.1370633666217327, "loss_bbox": 0.18035616636276244, "time": 0.3675230550765991, "epoch": 15, "iter": 21574, "memory": 9051, "step": 21574}
+{"lr": 0.004999999999999988, "data_time": 0.008100953102111817, "loss": 0.3471452349424362, "loss_cls": 0.1450405018776655, "loss_bbox": 0.20210473135113716, "time": 0.3756494665145874, "epoch": 15, "iter": 21624, "memory": 9051, "step": 21624}
+{"lr": 0.004999999999999988, "data_time": 0.008036108016967773, "loss": 0.30465249717235565, "loss_cls": 0.1234181097522378, "loss_bbox": 0.18123438820242882, "time": 0.36755622386932374, "epoch": 15, "iter": 21674, "memory": 9126, "step": 21674}
+{"lr": 0.004999999999999988, "data_time": 0.007646994590759277, "loss": 0.33834981396794317, "loss_cls": 0.1361353750526905, "loss_bbox": 0.20221443876624107, "time": 0.3541053056716919, "epoch": 15, "iter": 21724, "memory": 9052, "step": 21724}
+{"lr": 0.004999999999999988, "data_time": 0.008231382369995117, "loss": 0.3717026679217815, "loss_cls": 0.15007166518829762, "loss_bbox": 0.22163100257515908, "time": 0.368274416923523, "epoch": 15, "iter": 21774, "memory": 9392, "step": 21774}
+{"lr": 0.004999999999999988, "data_time": 0.007916264533996582, "loss": 0.33712334096431734, "loss_cls": 0.13746653892099858, "loss_bbox": 0.19965680234134198, "time": 0.35200016021728514, "epoch": 15, "iter": 21824, "memory": 9077, "step": 21824}
+{"lr": 0.004999999999999988, "data_time": 0.008152804374694823, "loss": 0.3360531131923199, "loss_cls": 0.13580003110691904, "loss_bbox": 0.20025308266282082, "time": 0.36660630702972413, "epoch": 15, "iter": 21874, "memory": 9182, "step": 21874}
+{"lr": 0.004999999999999988, "data_time": 0.00815889835357666, "loss": 0.28925569221377373, "loss_cls": 0.11268368169665337, "loss_bbox": 0.1765720111131668, "time": 0.3643569040298462, "epoch": 15, "iter": 21924, "memory": 9064, "step": 21924}
+{"lr": 0.004999999999999988, "data_time": 0.008383097648620606, "loss": 0.34881837010383604, "loss_cls": 0.14233880870044233, "loss_bbox": 0.20647955879569055, "time": 0.3723041105270386, "epoch": 15, "iter": 21974, "memory": 10376, "step": 21974}
+{"pascal_voc/mAP": 0.687752902507782, "pascal_voc/AP50": 0.688, "data_time": 0.0017106677595860951, "time": 0.04135282154953772, "step": 15}
+{"lr": 0.004999999999999988, "data_time": 0.007546424865722656, "loss": 0.31297209337353704, "loss_cls": 0.1242699808999896, "loss_bbox": 0.1887021118402481, "time": 0.3099625062942505, "epoch": 16, "iter": 22040, "memory": 9050, "step": 22040}
+{"lr": 0.004999999999999988, "data_time": 0.006432094573974609, "loss": 0.33033363938331606, "loss_cls": 0.12767532175406815, "loss_bbox": 0.20265831731259823, "time": 0.3092370176315308, "epoch": 16, "iter": 22090, "memory": 10768, "step": 22090}
+{"lr": 0.004999999999999988, "data_time": 0.006485280990600586, "loss": 0.3515321180224419, "loss_cls": 0.14585032451897859, "loss_bbox": 0.20568179443478585, "time": 0.30924287796020505, "epoch": 16, "iter": 22140, "memory": 9232, "step": 22140}
+{"lr": 0.004999999999999988, "data_time": 0.006532502174377441, "loss": 0.31650604903697965, "loss_cls": 0.132187839448452, "loss_bbox": 0.184318211004138, "time": 0.3056239748001099, "epoch": 16, "iter": 22190, "memory": 9225, "step": 22190}
+{"lr": 0.004999999999999988, "data_time": 0.00647679328918457, "loss": 0.33107183799147605, "loss_cls": 0.12760250648483634, "loss_bbox": 0.2034693308919668, "time": 0.3076740312576294, "epoch": 16, "iter": 22240, "memory": 9051, "step": 22240}
+{"lr": 0.004999999999999988, "data_time": 0.0066435146331787105, "loss": 0.3194956684112549, "loss_cls": 0.12464692898094654, "loss_bbox": 0.1948487414419651, "time": 0.31605862140655516, "epoch": 16, "iter": 22290, "memory": 9156, "step": 22290}
+{"lr": 0.004999999999999988, "data_time": 0.006602911949157715, "loss": 0.3302840745449066, "loss_cls": 0.13661672752350568, "loss_bbox": 0.19366734772920607, "time": 0.3152506399154663, "epoch": 16, "iter": 22340, "memory": 9578, "step": 22340}
+{"lr": 0.004999999999999988, "data_time": 0.0067321348190307615, "loss": 0.3175946369767189, "loss_cls": 0.13400350090116261, "loss_bbox": 0.1835911349952221, "time": 0.3124462842941284, "epoch": 16, "iter": 22390, "memory": 9408, "step": 22390}
+{"lr": 0.004999999999999988, "data_time": 0.0065185785293579105, "loss": 0.33642322674393654, "loss_cls": 0.12963928705081343, "loss_bbox": 0.206783936470747, "time": 0.31449371814727783, "epoch": 16, "iter": 22440, "memory": 9631, "step": 22440}
+{"lr": 0.004999999999999988, "data_time": 0.006313586235046386, "loss": 0.3565203136205673, "loss_cls": 0.1343440580740571, "loss_bbox": 0.22217625670135022, "time": 0.3170281267166138, "epoch": 16, "iter": 22490, "memory": 10452, "step": 22490}
+{"lr": 0.004999999999999988, "data_time": 0.006410274505615234, "loss": 0.3406056709587574, "loss_cls": 0.1421472893282771, "loss_bbox": 0.19845838487148285, "time": 0.31328927516937255, "epoch": 16, "iter": 22540, "memory": 9050, "step": 22540}
+{"lr": 0.004999999999999988, "data_time": 0.00647099494934082, "loss": 0.27871487230062486, "loss_cls": 0.10554711878299713, "loss_bbox": 0.1731677532941103, "time": 0.31513529300689697, "epoch": 16, "iter": 22590, "memory": 9081, "step": 22590}
+{"lr": 0.004999999999999988, "data_time": 0.00668520450592041, "loss": 0.29285088896751404, "loss_cls": 0.11271842245012521, "loss_bbox": 0.18013246595859528, "time": 0.31994434356689455, "epoch": 16, "iter": 22640, "memory": 9050, "step": 22640}
+{"lr": 0.004999999999999988, "data_time": 0.006495037078857422, "loss": 0.3254177483916283, "loss_cls": 0.13021397849544883, "loss_bbox": 0.19520376950502397, "time": 0.3142639923095703, "epoch": 16, "iter": 22690, "memory": 9360, "step": 22690}
+{"lr": 0.004999999999999988, "data_time": 0.00644930362701416, "loss": 0.3414274689555168, "loss_cls": 0.14286381129175424, "loss_bbox": 0.1985636557638645, "time": 0.3139542245864868, "epoch": 16, "iter": 22740, "memory": 9145, "step": 22740}
+{"lr": 0.004999999999999988, "data_time": 0.006445956230163574, "loss": 0.32845292910933493, "loss_cls": 0.11974562931805849, "loss_bbox": 0.20870730370283128, "time": 0.3170641040802002, "epoch": 16, "iter": 22790, "memory": 10311, "step": 22790}
+{"lr": 0.004999999999999988, "data_time": 0.006716570854187012, "loss": 0.307482328414917, "loss_cls": 0.11843342253938317, "loss_bbox": 0.18904890432953836, "time": 0.3169298315048218, "epoch": 16, "iter": 22840, "memory": 9190, "step": 22840}
+{"lr": 0.004999999999999988, "data_time": 0.0064066267013549805, "loss": 0.3120058265328407, "loss_cls": 0.13202262310311197, "loss_bbox": 0.17998320274055005, "time": 0.3125772571563721, "epoch": 16, "iter": 22890, "memory": 9224, "step": 22890}
+{"lr": 0.004999999999999988, "data_time": 0.006585402488708496, "loss": 0.3885782340168953, "loss_cls": 0.17085567329078913, "loss_bbox": 0.21772256135940551, "time": 0.31428793907165525, "epoch": 16, "iter": 22940, "memory": 9134, "step": 22940}
+{"lr": 0.004999999999999988, "data_time": 0.006368498802185058, "loss": 0.3629695974290371, "loss_cls": 0.147253156863153, "loss_bbox": 0.21571643888950348, "time": 0.3114295816421509, "epoch": 16, "iter": 22990, "memory": 9091, "step": 22990}
+{"lr": 0.004999999999999988, "data_time": 0.006408095359802246, "loss": 0.30476690277457236, "loss_cls": 0.11725688703358174, "loss_bbox": 0.18751001730561256, "time": 0.31393641471862793, "epoch": 16, "iter": 23040, "memory": 9420, "step": 23040}
+{"lr": 0.004999999999999988, "data_time": 0.0064309644699096676, "loss": 0.3662244114279747, "loss_cls": 0.14963233206421137, "loss_bbox": 0.21659208163619043, "time": 0.31157818794250486, "epoch": 16, "iter": 23090, "memory": 9206, "step": 23090}
+{"lr": 0.004999999999999988, "data_time": 0.0066205930709838864, "loss": 0.3809747478365898, "loss_cls": 0.1511869516968727, "loss_bbox": 0.22978779464960097, "time": 0.31636319160461424, "epoch": 16, "iter": 23140, "memory": 9051, "step": 23140}
+{"lr": 0.004999999999999988, "data_time": 0.0063165855407714844, "loss": 0.3682264697551727, "loss_cls": 0.13541003257967532, "loss_bbox": 0.2328164367377758, "time": 0.3158643388748169, "epoch": 16, "iter": 23190, "memory": 9050, "step": 23190}
+{"lr": 0.004999999999999988, "data_time": 0.0066829538345336914, "loss": 0.3135197757184505, "loss_cls": 0.1298667928762734, "loss_bbox": 0.18365298062562943, "time": 0.3109015703201294, "epoch": 16, "iter": 23240, "memory": 9064, "step": 23240}
+{"lr": 0.004999999999999988, "data_time": 0.0062973260879516605, "loss": 0.3233679027855396, "loss_cls": 0.11557090286165476, "loss_bbox": 0.20779700107872487, "time": 0.31458786487579343, "epoch": 16, "iter": 23290, "memory": 9424, "step": 23290}
+{"lr": 0.004999999999999988, "data_time": 0.006221737861633301, "loss": 0.40381755530834196, "loss_cls": 0.16323153633624315, "loss_bbox": 0.24058602079749108, "time": 0.31277937412261964, "epoch": 16, "iter": 23340, "memory": 9056, "step": 23340}
+{"lr": 0.004999999999999988, "data_time": 0.006524019241333008, "loss": 0.3130419209599495, "loss_cls": 0.12576759558171033, "loss_bbox": 0.1872743271291256, "time": 0.31321145057678224, "epoch": 16, "iter": 23390, "memory": 9109, "step": 23390}
+{"lr": 0.004999999999999988, "data_time": 0.006282153129577636, "loss": 0.35793294578790663, "loss_cls": 0.1582477874495089, "loss_bbox": 0.19968515679240226, "time": 0.3157500410079956, "epoch": 16, "iter": 23440, "memory": 9062, "step": 23440}
+{"pascal_voc/mAP": 0.6951612234115601, "pascal_voc/AP50": 0.695, "data_time": 0.0017112990491071904, "time": 0.039809791284945745, "step": 16}
+{"lr": 0.004999999999999988, "data_time": 0.008998932838439942, "loss": 0.3259519179165363, "loss_cls": 0.1314147325232625, "loss_bbox": 0.19453718572854994, "time": 0.3200566864013672, "epoch": 17, "iter": 23506, "memory": 9050, "step": 23506}
+{"lr": 0.004999999999999988, "data_time": 0.0076403474807739255, "loss": 0.3064909279346466, "loss_cls": 0.13209701001644134, "loss_bbox": 0.17439391806721688, "time": 0.3142513370513916, "epoch": 17, "iter": 23556, "memory": 9094, "step": 23556}
+{"lr": 0.004999999999999988, "data_time": 0.007696852684020996, "loss": 0.27643040761351584, "loss_cls": 0.10223561005666852, "loss_bbox": 0.17419479884207248, "time": 0.310356593132019, "epoch": 17, "iter": 23606, "memory": 9050, "step": 23606}
+{"lr": 0.004999999999999988, "data_time": 0.007508091926574707, "loss": 0.3379611572623253, "loss_cls": 0.13623744236305357, "loss_bbox": 0.2017237164080143, "time": 0.3189637088775635, "epoch": 17, "iter": 23656, "memory": 9072, "step": 23656}
+{"lr": 0.004999999999999988, "data_time": 0.00782935619354248, "loss": 0.2846325322985649, "loss_cls": 0.11420254413969814, "loss_bbox": 0.17042998656630515, "time": 0.31418700695037843, "epoch": 17, "iter": 23706, "memory": 10178, "step": 23706}
+{"lr": 0.004999999999999988, "data_time": 0.007663350105285644, "loss": 0.3279005843400955, "loss_cls": 0.14393937900662424, "loss_bbox": 0.18396120496094226, "time": 0.31484896183013916, "epoch": 17, "iter": 23756, "memory": 9675, "step": 23756}
+{"lr": 0.004999999999999988, "data_time": 0.007696785926818848, "loss": 0.3582776963710785, "loss_cls": 0.15451405636966228, "loss_bbox": 0.20376363918185234, "time": 0.31533619880676267, "epoch": 17, "iter": 23806, "memory": 9049, "step": 23806}
+{"lr": 0.004999999999999988, "data_time": 0.007466850280761719, "loss": 0.34974529057741166, "loss_cls": 0.12989539601840078, "loss_bbox": 0.21984989553689957, "time": 0.3151072072982788, "epoch": 17, "iter": 23856, "memory": 9129, "step": 23856}
+{"lr": 0.004999999999999988, "data_time": 0.007675824165344239, "loss": 0.35814446657896043, "loss_cls": 0.1397675522044301, "loss_bbox": 0.21837691470980644, "time": 0.3144492530822754, "epoch": 17, "iter": 23906, "memory": 9163, "step": 23906}
+{"lr": 0.004999999999999988, "data_time": 0.007538466453552246, "loss": 0.2840909670293331, "loss_cls": 0.11490249171853066, "loss_bbox": 0.1691884744167328, "time": 0.31286427021026614, "epoch": 17, "iter": 23956, "memory": 9052, "step": 23956}
+{"lr": 0.004999999999999988, "data_time": 0.007650761604309082, "loss": 0.2921518412232399, "loss_cls": 0.11755022943951189, "loss_bbox": 0.17460161089897155, "time": 0.31444706439971926, "epoch": 17, "iter": 24006, "memory": 9276, "step": 24006}
+{"lr": 0.004999999999999988, "data_time": 0.007762036323547363, "loss": 0.3226585964858532, "loss_cls": 0.1338563310354948, "loss_bbox": 0.18880226865410804, "time": 0.3141963624954224, "epoch": 17, "iter": 24056, "memory": 9166, "step": 24056}
+{"lr": 0.004999999999999988, "data_time": 0.007649002075195313, "loss": 0.31750930175185205, "loss_cls": 0.13212996982038022, "loss_bbox": 0.18537933200597764, "time": 0.3136716842651367, "epoch": 17, "iter": 24106, "memory": 9351, "step": 24106}
+{"lr": 0.004999999999999988, "data_time": 0.007767696380615235, "loss": 0.2855603700876236, "loss_cls": 0.10345718365162611, "loss_bbox": 0.18210318468511105, "time": 0.318766770362854, "epoch": 17, "iter": 24156, "memory": 9607, "step": 24156}
+{"lr": 0.004999999999999988, "data_time": 0.007810964584350586, "loss": 0.35175970539450646, "loss_cls": 0.14860677763819694, "loss_bbox": 0.20315292567014695, "time": 0.3169784688949585, "epoch": 17, "iter": 24206, "memory": 9633, "step": 24206}
+{"lr": 0.004999999999999988, "data_time": 0.007570419311523437, "loss": 0.37624696642160416, "loss_cls": 0.15222445195540785, "loss_bbox": 0.22402251482009888, "time": 0.3146311664581299, "epoch": 17, "iter": 24256, "memory": 9062, "step": 24256}
+{"lr": 0.004999999999999988, "data_time": 0.008027234077453614, "loss": 0.3036760899424553, "loss_cls": 0.12276685506105423, "loss_bbox": 0.18090923517942428, "time": 0.3175051212310791, "epoch": 17, "iter": 24306, "memory": 11295, "step": 24306}
+{"lr": 0.004999999999999988, "data_time": 0.007420554161071778, "loss": 0.3155609379708767, "loss_cls": 0.12048150336369873, "loss_bbox": 0.19507943585515022, "time": 0.31498405933380125, "epoch": 17, "iter": 24356, "memory": 9153, "step": 24356}
+{"lr": 0.004999999999999988, "data_time": 0.007646446228027344, "loss": 0.33622009962797167, "loss_cls": 0.12896257411688566, "loss_bbox": 0.20725752547383308, "time": 0.3173590278625488, "epoch": 17, "iter": 24406, "memory": 9132, "step": 24406}
+{"lr": 0.004999999999999988, "data_time": 0.007717280387878418, "loss": 0.3971416175365448, "loss_cls": 0.16766624907031655, "loss_bbox": 0.22947536826133727, "time": 0.3140936517715454, "epoch": 17, "iter": 24456, "memory": 9486, "step": 24456}
+{"lr": 0.004999999999999988, "data_time": 0.0079581880569458, "loss": 0.2853422696888447, "loss_cls": 0.1111654521152377, "loss_bbox": 0.17417682066559792, "time": 0.3133591890335083, "epoch": 17, "iter": 24506, "memory": 9050, "step": 24506}
+{"lr": 0.004999999999999988, "data_time": 0.007861299514770508, "loss": 0.35344200968742373, "loss_cls": 0.14104706806596368, "loss_bbox": 0.21239494189620017, "time": 0.31901801109313965, "epoch": 17, "iter": 24556, "memory": 9173, "step": 24556}
+{"lr": 0.004999999999999988, "data_time": 0.007907781600952148, "loss": 0.3361491882801056, "loss_cls": 0.13345206616446376, "loss_bbox": 0.20269711941480636, "time": 0.3159578657150269, "epoch": 17, "iter": 24606, "memory": 10905, "step": 24606}
+{"lr": 0.004999999999999988, "data_time": 0.007852764129638671, "loss": 0.2761586892604828, "loss_cls": 0.11134449721314013, "loss_bbox": 0.16481419019401072, "time": 0.3150279903411865, "epoch": 17, "iter": 24656, "memory": 9153, "step": 24656}
+{"lr": 0.004999999999999988, "data_time": 0.007707686424255371, "loss": 0.29389375016093255, "loss_cls": 0.11669736191630363, "loss_bbox": 0.17719638869166374, "time": 0.31718552112579346, "epoch": 17, "iter": 24706, "memory": 9160, "step": 24706}
+{"lr": 0.004999999999999988, "data_time": 0.007831993103027344, "loss": 0.3513060742616653, "loss_cls": 0.14472928009927272, "loss_bbox": 0.20657679617404937, "time": 0.31545350074768064, "epoch": 17, "iter": 24756, "memory": 10088, "step": 24756}
+{"lr": 0.004999999999999988, "data_time": 0.007762508392333984, "loss": 0.34328340709209443, "loss_cls": 0.14515171520411968, "loss_bbox": 0.19813169330358504, "time": 0.3191749334335327, "epoch": 17, "iter": 24806, "memory": 9454, "step": 24806}
+{"lr": 0.004999999999999988, "data_time": 0.007677769660949707, "loss": 0.36803261533379555, "loss_cls": 0.1707790892571211, "loss_bbox": 0.19725352749228478, "time": 0.3134085893630981, "epoch": 17, "iter": 24856, "memory": 9630, "step": 24856}
+{"lr": 0.004999999999999988, "data_time": 0.008087387084960937, "loss": 0.34068907499313356, "loss_cls": 0.1412079738266766, "loss_bbox": 0.1994811011850834, "time": 0.3179518795013428, "epoch": 17, "iter": 24906, "memory": 9292, "step": 24906}
+{"pascal_voc/mAP": 0.7058604955673218, "pascal_voc/AP50": 0.706, "data_time": 0.0017609294981008005, "time": 0.040959332554476785, "step": 17}
+{"lr": 0.004999999999999988, "data_time": 0.00876082420349121, "loss": 0.3262984001636505, "loss_cls": 0.14036717970855533, "loss_bbox": 0.18593122079968452, "time": 0.31509414196014407, "epoch": 18, "iter": 24972, "memory": 10463, "step": 24972}
+{"lr": 0.004999999999999988, "data_time": 0.007684159278869629, "loss": 0.32046205416321755, "loss_cls": 0.11555427240207791, "loss_bbox": 0.20490778088569642, "time": 0.31598830699920655, "epoch": 18, "iter": 25022, "memory": 9770, "step": 25022}
+{"lr": 0.004999999999999988, "data_time": 0.007631731033325195, "loss": 0.32613519877195357, "loss_cls": 0.13030698535963892, "loss_bbox": 0.1958282120525837, "time": 0.31644644260406496, "epoch": 18, "iter": 25072, "memory": 10081, "step": 25072}
+{"lr": 0.004999999999999988, "data_time": 0.007714262008666992, "loss": 0.32734683990478514, "loss_cls": 0.13847159506753087, "loss_bbox": 0.18887524366378783, "time": 0.3139016056060791, "epoch": 18, "iter": 25122, "memory": 9050, "step": 25122}
+{"lr": 0.004999999999999988, "data_time": 0.007827420234680176, "loss": 0.36273722603917125, "loss_cls": 0.1505305700469762, "loss_bbox": 0.21220665633678437, "time": 0.3166503095626831, "epoch": 18, "iter": 25172, "memory": 10273, "step": 25172}
+{"lr": 0.004999999999999988, "data_time": 0.007708072662353516, "loss": 0.30793128699064254, "loss_cls": 0.12980366941541432, "loss_bbox": 0.1781276160478592, "time": 0.31657293796539304, "epoch": 18, "iter": 25222, "memory": 9050, "step": 25222}
+{"lr": 0.004999999999999988, "data_time": 0.007982416152954102, "loss": 0.29883142322301864, "loss_cls": 0.1200169987604022, "loss_bbox": 0.1788144251704216, "time": 0.3105145502090454, "epoch": 18, "iter": 25272, "memory": 9574, "step": 25272}
+{"lr": 0.004999999999999988, "data_time": 0.008031315803527832, "loss": 0.2891004081070423, "loss_cls": 0.11105002775788307, "loss_bbox": 0.17805038154125213, "time": 0.31717619895935056, "epoch": 18, "iter": 25322, "memory": 13838, "step": 25322}
+{"lr": 0.004999999999999988, "data_time": 0.007930970191955567, "loss": 0.327088218331337, "loss_cls": 0.12560500393621624, "loss_bbox": 0.20148321270942687, "time": 0.31357409954071047, "epoch": 18, "iter": 25372, "memory": 9050, "step": 25372}
+{"lr": 0.004999999999999988, "data_time": 0.007934317588806153, "loss": 0.3535018944740295, "loss_cls": 0.1545288138836622, "loss_bbox": 0.1989730817824602, "time": 0.320941743850708, "epoch": 18, "iter": 25422, "memory": 9051, "step": 25422}
+{"lr": 0.004999999999999988, "data_time": 0.00806201934814453, "loss": 0.2934142430126667, "loss_cls": 0.11488661039620637, "loss_bbox": 0.17852763280272485, "time": 0.3153901720046997, "epoch": 18, "iter": 25472, "memory": 9198, "step": 25472}
+{"lr": 0.004999999999999988, "data_time": 0.007849898338317871, "loss": 0.3814559443295002, "loss_cls": 0.16284823980182409, "loss_bbox": 0.21860770389437675, "time": 0.3446832227706909, "epoch": 18, "iter": 25522, "memory": 9050, "step": 25522}
+{"lr": 0.004999999999999988, "data_time": 0.00855351448059082, "loss": 0.35647916570305827, "loss_cls": 0.13586617313325405, "loss_bbox": 0.22061299048364164, "time": 0.36853426456451416, "epoch": 18, "iter": 25572, "memory": 9362, "step": 25572}
+{"lr": 0.004999999999999988, "data_time": 0.008013243675231934, "loss": 0.3708942958712578, "loss_cls": 0.1793230407871306, "loss_bbox": 0.19157125793397425, "time": 0.37289722919464113, "epoch": 18, "iter": 25622, "memory": 9355, "step": 25622}
+{"lr": 0.004999999999999988, "data_time": 0.007934560775756836, "loss": 0.31964387580752374, "loss_cls": 0.12254145165905356, "loss_bbox": 0.19710242435336112, "time": 0.36905924320220945, "epoch": 18, "iter": 25672, "memory": 9988, "step": 25672}
+{"lr": 0.004999999999999988, "data_time": 0.008009891510009765, "loss": 0.35703468516469, "loss_cls": 0.14295560330152512, "loss_bbox": 0.2140790832042694, "time": 0.372676739692688, "epoch": 18, "iter": 25722, "memory": 9431, "step": 25722}
+{"lr": 0.004999999999999988, "data_time": 0.007916231155395508, "loss": 0.3219014340639114, "loss_cls": 0.13466419633477927, "loss_bbox": 0.18723723530769348, "time": 0.36529638290405275, "epoch": 18, "iter": 25772, "memory": 9049, "step": 25772}
+{"lr": 0.004999999999999988, "data_time": 0.00817713737487793, "loss": 0.36983317628502843, "loss_cls": 0.14504550216719508, "loss_bbox": 0.2247876726090908, "time": 0.3643456840515137, "epoch": 18, "iter": 25822, "memory": 9413, "step": 25822}
+{"lr": 0.004999999999999988, "data_time": 0.007878918647766114, "loss": 0.3120951461791992, "loss_cls": 0.12296920964494347, "loss_bbox": 0.18912593588232995, "time": 0.3701236915588379, "epoch": 18, "iter": 25872, "memory": 9094, "step": 25872}
+{"lr": 0.004999999999999988, "data_time": 0.00785135269165039, "loss": 0.34383642718195917, "loss_cls": 0.13967205103486777, "loss_bbox": 0.20416437536478044, "time": 0.36419732570648194, "epoch": 18, "iter": 25922, "memory": 9065, "step": 25922}
+{"lr": 0.004999999999999988, "data_time": 0.007806520462036132, "loss": 0.3052308331429958, "loss_cls": 0.12168493485078216, "loss_bbox": 0.18354589834809304, "time": 0.3551403760910034, "epoch": 18, "iter": 25972, "memory": 9364, "step": 25972}
+{"lr": 0.004999999999999988, "data_time": 0.007939629554748535, "loss": 0.33114581257104875, "loss_cls": 0.1295495040714741, "loss_bbox": 0.201596305295825, "time": 0.368098464012146, "epoch": 18, "iter": 26022, "memory": 9059, "step": 26022}
+{"lr": 0.004999999999999988, "data_time": 0.007342863082885742, "loss": 0.2895966710150242, "loss_cls": 0.10705986689776183, "loss_bbox": 0.18253680437803269, "time": 0.34746531963348387, "epoch": 18, "iter": 26072, "memory": 9050, "step": 26072}
+{"lr": 0.004999999999999988, "data_time": 0.007839541435241699, "loss": 0.3511434143781662, "loss_cls": 0.146329464353621, "loss_bbox": 0.20481395065784455, "time": 0.3651785373687744, "epoch": 18, "iter": 26122, "memory": 9242, "step": 26122}
+{"lr": 0.004999999999999988, "data_time": 0.007991328239440917, "loss": 0.3798834422230721, "loss_cls": 0.15114272456616162, "loss_bbox": 0.22874071553349495, "time": 0.3668387508392334, "epoch": 18, "iter": 26172, "memory": 9231, "step": 26172}
+{"lr": 0.004999999999999988, "data_time": 0.007918596267700195, "loss": 0.295748305618763, "loss_cls": 0.12300322150811553, "loss_bbox": 0.1727450831234455, "time": 0.3668666744232178, "epoch": 18, "iter": 26222, "memory": 9049, "step": 26222}
+{"lr": 0.004999999999999988, "data_time": 0.007876873016357422, "loss": 0.4186802214384079, "loss_cls": 0.1795994605496526, "loss_bbox": 0.23908075988292693, "time": 0.36336308002471923, "epoch": 18, "iter": 26272, "memory": 9134, "step": 26272}
+{"lr": 0.004999999999999988, "data_time": 0.007877850532531738, "loss": 0.32929922610521317, "loss_cls": 0.13664069160819053, "loss_bbox": 0.19265853255987167, "time": 0.37125482082366945, "epoch": 18, "iter": 26322, "memory": 9051, "step": 26322}
+{"lr": 0.004999999999999988, "data_time": 0.007867693901062012, "loss": 0.2923051358759403, "loss_cls": 0.11723641840741038, "loss_bbox": 0.17506871864199638, "time": 0.36438085079193117, "epoch": 18, "iter": 26372, "memory": 9124, "step": 26372}
+{"pascal_voc/mAP": 0.7154311537742615, "pascal_voc/AP50": 0.715, "data_time": 0.0017533577592886112, "time": 0.04006069922966918, "step": 18}
+{"lr": 0.004999999999999988, "data_time": 0.008280339241027833, "loss": 0.3374751837551594, "loss_cls": 0.1306897222623229, "loss_bbox": 0.2067854608595371, "time": 0.3174168872833252, "epoch": 19, "iter": 26438, "memory": 10043, "step": 26438}
+{"lr": 0.004999999999999988, "data_time": 0.007683525085449219, "loss": 0.3084968237578869, "loss_cls": 0.10903515322133898, "loss_bbox": 0.19946167051792144, "time": 0.3178322887420654, "epoch": 19, "iter": 26488, "memory": 9457, "step": 26488}
+{"lr": 0.004999999999999988, "data_time": 0.0076374483108520505, "loss": 0.3144636245071888, "loss_cls": 0.12153426226228475, "loss_bbox": 0.19292936325073243, "time": 0.3135495662689209, "epoch": 19, "iter": 26538, "memory": 9225, "step": 26538}
+{"lr": 0.004999999999999988, "data_time": 0.007673954963684082, "loss": 0.34754114612936976, "loss_cls": 0.1380179502442479, "loss_bbox": 0.2095231993496418, "time": 0.3122358179092407, "epoch": 19, "iter": 26588, "memory": 9192, "step": 26588}
+{"lr": 0.004999999999999988, "data_time": 0.007802820205688477, "loss": 0.34746249750256536, "loss_cls": 0.13995029140263796, "loss_bbox": 0.20751220397651196, "time": 0.3158852529525757, "epoch": 19, "iter": 26638, "memory": 9257, "step": 26638}
+{"lr": 0.004999999999999988, "data_time": 0.008056731224060058, "loss": 0.367190473228693, "loss_cls": 0.1449635229073465, "loss_bbox": 0.22222695119678973, "time": 0.3429212760925293, "epoch": 19, "iter": 26688, "memory": 9355, "step": 26688}
+{"lr": 0.004999999999999988, "data_time": 0.008051767349243164, "loss": 0.28419199630618097, "loss_cls": 0.10813166311010719, "loss_bbox": 0.17606033474206925, "time": 0.36857766151428223, "epoch": 19, "iter": 26738, "memory": 9377, "step": 26738}
+{"lr": 0.004999999999999988, "data_time": 0.008310856819152833, "loss": 0.28695664182305336, "loss_cls": 0.10836536591872573, "loss_bbox": 0.1785912762582302, "time": 0.375825400352478, "epoch": 19, "iter": 26788, "memory": 9633, "step": 26788}
+{"lr": 0.004999999999999988, "data_time": 0.008305487632751464, "loss": 0.31090042501688003, "loss_cls": 0.12428152471780778, "loss_bbox": 0.1866189007461071, "time": 0.36495558261871336, "epoch": 19, "iter": 26838, "memory": 9673, "step": 26838}
+{"lr": 0.004999999999999988, "data_time": 0.00807166576385498, "loss": 0.28628409013152123, "loss_cls": 0.1008687386289239, "loss_bbox": 0.1854153496026993, "time": 0.37016001224517825, "epoch": 19, "iter": 26888, "memory": 9363, "step": 26888}
+{"lr": 0.004999999999999988, "data_time": 0.008109254837036133, "loss": 0.32237742602825165, "loss_cls": 0.12440568678081036, "loss_bbox": 0.19797173976898194, "time": 0.3665758609771729, "epoch": 19, "iter": 26938, "memory": 9237, "step": 26938}
+{"lr": 0.004999999999999988, "data_time": 0.008239703178405762, "loss": 0.34943131759762763, "loss_cls": 0.15716636285185814, "loss_bbox": 0.19226495161652565, "time": 0.37076411247253416, "epoch": 19, "iter": 26988, "memory": 10203, "step": 26988}
+{"lr": 0.004999999999999988, "data_time": 0.008233180046081543, "loss": 0.3422203032672405, "loss_cls": 0.1440477005764842, "loss_bbox": 0.19817260056734085, "time": 0.36937431812286375, "epoch": 19, "iter": 27038, "memory": 9052, "step": 27038}
+{"lr": 0.004999999999999988, "data_time": 0.008150773048400879, "loss": 0.3499272149801254, "loss_cls": 0.13932785792276264, "loss_bbox": 0.21059935815632344, "time": 0.36738407611846924, "epoch": 19, "iter": 27088, "memory": 9988, "step": 27088}
+{"lr": 0.004999999999999988, "data_time": 0.00824552059173584, "loss": 0.3121667382121086, "loss_cls": 0.11934741714969277, "loss_bbox": 0.19281931646168232, "time": 0.37065925598144533, "epoch": 19, "iter": 27138, "memory": 9694, "step": 27138}
+{"lr": 0.004999999999999988, "data_time": 0.00824568748474121, "loss": 0.2992833461612463, "loss_cls": 0.12061505009420216, "loss_bbox": 0.17866829834878445, "time": 0.3656770753860474, "epoch": 19, "iter": 27188, "memory": 9219, "step": 27188}
+{"lr": 0.004999999999999988, "data_time": 0.008295331001281738, "loss": 0.3477250462770462, "loss_cls": 0.1379211283940822, "loss_bbox": 0.20980391710996626, "time": 0.36750150680541993, "epoch": 19, "iter": 27238, "memory": 9727, "step": 27238}
+{"lr": 0.004999999999999988, "data_time": 0.008142037391662598, "loss": 0.32882878586649894, "loss_cls": 0.13193138731643558, "loss_bbox": 0.19689739510416984, "time": 0.3648434066772461, "epoch": 19, "iter": 27288, "memory": 9049, "step": 27288}
+{"lr": 0.004999999999999988, "data_time": 0.008283982276916504, "loss": 0.3269441518187523, "loss_cls": 0.12535159334540366, "loss_bbox": 0.20159255489706993, "time": 0.3681523513793945, "epoch": 19, "iter": 27338, "memory": 9423, "step": 27338}
+{"lr": 0.004999999999999988, "data_time": 0.00838399887084961, "loss": 0.3013895578682423, "loss_cls": 0.12134104117751121, "loss_bbox": 0.18004851549863815, "time": 0.37242827415466306, "epoch": 19, "iter": 27388, "memory": 9237, "step": 27388}
+{"lr": 0.004999999999999988, "data_time": 0.008791675567626953, "loss": 0.32718281164765356, "loss_cls": 0.13082112490199507, "loss_bbox": 0.19636168628931044, "time": 0.3699479627609253, "epoch": 19, "iter": 27438, "memory": 9691, "step": 27438}
+{"lr": 0.004999999999999988, "data_time": 0.008187227249145508, "loss": 0.3243706902861595, "loss_cls": 0.1317389238625765, "loss_bbox": 0.19263176515698432, "time": 0.36674463272094726, "epoch": 19, "iter": 27488, "memory": 9411, "step": 27488}
+{"lr": 0.004999999999999988, "data_time": 0.00792837619781494, "loss": 0.2797606956958771, "loss_cls": 0.11315632622689009, "loss_bbox": 0.16660436853766442, "time": 0.36675617694854734, "epoch": 19, "iter": 27538, "memory": 9069, "step": 27538}
+{"lr": 0.004999999999999988, "data_time": 0.008051915168762207, "loss": 0.35932330578565597, "loss_cls": 0.1587446831539273, "loss_bbox": 0.20057862520217895, "time": 0.3678467893600464, "epoch": 19, "iter": 27588, "memory": 9265, "step": 27588}
+{"lr": 0.004999999999999988, "data_time": 0.008068046569824218, "loss": 0.32557601869106295, "loss_cls": 0.13295615408569575, "loss_bbox": 0.19261986449360846, "time": 0.3629046964645386, "epoch": 19, "iter": 27638, "memory": 9050, "step": 27638}
+{"lr": 0.004999999999999988, "data_time": 0.008141732215881348, "loss": 0.31249426275491715, "loss_cls": 0.12609229573979974, "loss_bbox": 0.1864019675552845, "time": 0.3711924314498901, "epoch": 19, "iter": 27688, "memory": 9505, "step": 27688}
+{"lr": 0.004999999999999988, "data_time": 0.008016748428344727, "loss": 0.30581881254911425, "loss_cls": 0.12826557928696275, "loss_bbox": 0.1775532364845276, "time": 0.3710127830505371, "epoch": 19, "iter": 27738, "memory": 10144, "step": 27738}
+{"lr": 0.004999999999999988, "data_time": 0.007848234176635742, "loss": 0.2595781718194485, "loss_cls": 0.09118314877152443, "loss_bbox": 0.16839502289891242, "time": 0.3657816743850708, "epoch": 19, "iter": 27788, "memory": 11308, "step": 27788}
+{"lr": 0.004999999999999988, "data_time": 0.007909135818481445, "loss": 0.3135605485737324, "loss_cls": 0.12210170159116387, "loss_bbox": 0.1914588466286659, "time": 0.3677938938140869, "epoch": 19, "iter": 27838, "memory": 10094, "step": 27838}
+{"pascal_voc/mAP": 0.6994729042053223, "pascal_voc/AP50": 0.699, "data_time": 0.0017383252892247338, "time": 0.0409287438405632, "step": 19}
+{"lr": 0.004999999999999988, "data_time": 0.007565288543701172, "loss": 0.35784426629543303, "loss_cls": 0.15227302266284823, "loss_bbox": 0.2055712428689003, "time": 0.3124937677383423, "epoch": 20, "iter": 27904, "memory": 9341, "step": 27904}
+{"lr": 0.004999999999999988, "data_time": 0.006500616073608399, "loss": 0.27314512461423873, "loss_cls": 0.1068169566616416, "loss_bbox": 0.16632816821336746, "time": 0.3170503711700439, "epoch": 20, "iter": 27954, "memory": 9532, "step": 27954}
+{"lr": 0.004999999999999988, "data_time": 0.006504354476928711, "loss": 0.2862014792859554, "loss_cls": 0.11161353064700962, "loss_bbox": 0.1745879478752613, "time": 0.31115404605865477, "epoch": 20, "iter": 28004, "memory": 9082, "step": 28004}
+{"lr": 0.004999999999999988, "data_time": 0.006630387306213379, "loss": 0.2952743823826313, "loss_cls": 0.1124914701282978, "loss_bbox": 0.18278291180729866, "time": 0.31174065589904787, "epoch": 20, "iter": 28054, "memory": 9148, "step": 28054}
+{"lr": 0.004999999999999988, "data_time": 0.006585440635681152, "loss": 0.26708532869815826, "loss_cls": 0.10316549348644913, "loss_bbox": 0.16391983471810817, "time": 0.311580491065979, "epoch": 20, "iter": 28104, "memory": 9071, "step": 28104}
+{"lr": 0.004999999999999988, "data_time": 0.006508059501647949, "loss": 0.3307697695493698, "loss_cls": 0.12981910094618798, "loss_bbox": 0.20095066741108894, "time": 0.3169978046417236, "epoch": 20, "iter": 28154, "memory": 9650, "step": 28154}
+{"lr": 0.004999999999999988, "data_time": 0.006491975784301758, "loss": 0.28445075809955594, "loss_cls": 0.10174090093001724, "loss_bbox": 0.18270985633134842, "time": 0.3157400703430176, "epoch": 20, "iter": 28204, "memory": 9483, "step": 28204}
+{"lr": 0.004999999999999988, "data_time": 0.0064434814453125, "loss": 0.3535008132457733, "loss_cls": 0.14272832684218884, "loss_bbox": 0.2107724827528, "time": 0.31455501556396487, "epoch": 20, "iter": 28254, "memory": 9050, "step": 28254}
+{"lr": 0.004999999999999988, "data_time": 0.006563625335693359, "loss": 0.36027955457568167, "loss_cls": 0.1661699716001749, "loss_bbox": 0.19410958729684352, "time": 0.31310185432434084, "epoch": 20, "iter": 28304, "memory": 9048, "step": 28304}
+{"lr": 0.004999999999999988, "data_time": 0.007486362457275391, "loss": 0.3279664061963558, "loss_cls": 0.12443217184394598, "loss_bbox": 0.2035342337191105, "time": 0.31808523178100584, "epoch": 20, "iter": 28354, "memory": 10061, "step": 28354}
+{"lr": 0.004999999999999988, "data_time": 0.00804729461669922, "loss": 0.2932117776572704, "loss_cls": 0.10676023734733463, "loss_bbox": 0.18645154267549516, "time": 0.31789412021636965, "epoch": 20, "iter": 28404, "memory": 9241, "step": 28404}
+{"lr": 0.004999999999999988, "data_time": 0.008150238990783692, "loss": 0.3552491034567356, "loss_cls": 0.13466051630675793, "loss_bbox": 0.22058858707547188, "time": 0.31779520988464355, "epoch": 20, "iter": 28454, "memory": 9622, "step": 28454}
+{"lr": 0.004999999999999988, "data_time": 0.008210887908935547, "loss": 0.34314196556806564, "loss_cls": 0.1312928082048893, "loss_bbox": 0.21184915870428087, "time": 0.31741311550140383, "epoch": 20, "iter": 28504, "memory": 9050, "step": 28504}
+{"lr": 0.004999999999999988, "data_time": 0.008207926750183106, "loss": 0.3598297689855099, "loss_cls": 0.13868039447814226, "loss_bbox": 0.22114937245845795, "time": 0.3220905876159668, "epoch": 20, "iter": 28554, "memory": 9506, "step": 28554}
+{"lr": 0.004999999999999988, "data_time": 0.007963948249816895, "loss": 0.3668048962950706, "loss_cls": 0.15238016683608294, "loss_bbox": 0.21442472942173482, "time": 0.31707226276397704, "epoch": 20, "iter": 28604, "memory": 9051, "step": 28604}
+{"lr": 0.004999999999999988, "data_time": 0.008008122444152832, "loss": 0.3377247090637684, "loss_cls": 0.14327286068350076, "loss_bbox": 0.19445184871554375, "time": 0.31807368755340576, "epoch": 20, "iter": 28654, "memory": 9678, "step": 28654}
+{"lr": 0.004999999999999988, "data_time": 0.007986903190612793, "loss": 0.3234360007941723, "loss_cls": 0.12459365975111723, "loss_bbox": 0.19884234055876732, "time": 0.32026961326599124, "epoch": 20, "iter": 28704, "memory": 9361, "step": 28704}
+{"lr": 0.004999999999999988, "data_time": 0.007938604354858398, "loss": 0.3124154177308083, "loss_cls": 0.12363362383097411, "loss_bbox": 0.1887817931175232, "time": 0.3159366703033447, "epoch": 20, "iter": 28754, "memory": 9084, "step": 28754}
+{"lr": 0.004999999999999988, "data_time": 0.0081842041015625, "loss": 0.3563195183873177, "loss_cls": 0.1578166646976024, "loss_bbox": 0.19850285425782205, "time": 0.315707426071167, "epoch": 20, "iter": 28804, "memory": 9339, "step": 28804}
+{"lr": 0.004999999999999988, "data_time": 0.007718038558959961, "loss": 0.2990427826344967, "loss_cls": 0.11712097121402622, "loss_bbox": 0.18192181274294852, "time": 0.3127250909805298, "epoch": 20, "iter": 28854, "memory": 9598, "step": 28854}
+{"lr": 0.004999999999999988, "data_time": 0.00800264835357666, "loss": 0.3207310235500336, "loss_cls": 0.1158038029819727, "loss_bbox": 0.20492721900343894, "time": 0.31883232593536376, "epoch": 20, "iter": 28904, "memory": 9242, "step": 28904}
+{"lr": 0.004999999999999988, "data_time": 0.007838516235351563, "loss": 0.327425599694252, "loss_cls": 0.12024027476087212, "loss_bbox": 0.2071853256225586, "time": 0.31645917892456055, "epoch": 20, "iter": 28954, "memory": 9477, "step": 28954}
+{"lr": 0.004999999999999988, "data_time": 0.007827529907226563, "loss": 0.35001124188303945, "loss_cls": 0.14683590706437827, "loss_bbox": 0.2031753370165825, "time": 0.3133866357803345, "epoch": 20, "iter": 29004, "memory": 9115, "step": 29004}
+{"lr": 0.004999999999999988, "data_time": 0.007586450576782227, "loss": 0.3307907196879387, "loss_cls": 0.12321650434285403, "loss_bbox": 0.20757421292364597, "time": 0.31436368465423586, "epoch": 20, "iter": 29054, "memory": 9317, "step": 29054}
+{"lr": 0.004999999999999988, "data_time": 0.008164253234863281, "loss": 0.28064016699790956, "loss_cls": 0.10314427996054291, "loss_bbox": 0.17749588713049888, "time": 0.3199796438217163, "epoch": 20, "iter": 29104, "memory": 10621, "step": 29104}
+{"lr": 0.004999999999999988, "data_time": 0.008007044792175294, "loss": 0.32146052286028864, "loss_cls": 0.12236240459606051, "loss_bbox": 0.19909811809659003, "time": 0.315711522102356, "epoch": 20, "iter": 29154, "memory": 9097, "step": 29154}
+{"lr": 0.004999999999999988, "data_time": 0.008069477081298827, "loss": 0.3829472678899765, "loss_cls": 0.1561364516057074, "loss_bbox": 0.2268108135461807, "time": 0.31881062030792234, "epoch": 20, "iter": 29204, "memory": 9461, "step": 29204}
+{"lr": 0.004999999999999988, "data_time": 0.007992129325866699, "loss": 0.3199161076545715, "loss_cls": 0.12062812842428684, "loss_bbox": 0.1992879778146744, "time": 0.3203188133239746, "epoch": 20, "iter": 29254, "memory": 9279, "step": 29254}
+{"lr": 0.004999999999999988, "data_time": 0.00822580337524414, "loss": 0.30944384351372717, "loss_cls": 0.1260894890129566, "loss_bbox": 0.18335435509681702, "time": 0.3181555080413818, "epoch": 20, "iter": 29304, "memory": 9052, "step": 29304}
+{"pascal_voc/mAP": 0.7173670530319214, "pascal_voc/AP50": 0.717, "data_time": 0.0017548138504132262, "time": 0.04075210734349181, "step": 20}
+{"lr": 0.004999999999999988, "data_time": 0.007883639335632324, "loss": 0.2679295502603054, "loss_cls": 0.09666825527325272, "loss_bbox": 0.1712612959742546, "time": 0.3125502395629883, "epoch": 21, "iter": 29370, "memory": 9100, "step": 29370}
+{"lr": 0.004999999999999988, "data_time": 0.006429004669189453, "loss": 0.3424554018676281, "loss_cls": 0.13369438666850328, "loss_bbox": 0.20876101419329643, "time": 0.313468017578125, "epoch": 21, "iter": 29420, "memory": 9647, "step": 29420}
+{"lr": 0.004999999999999988, "data_time": 0.0064742183685302735, "loss": 0.2998142397403717, "loss_cls": 0.12337989434599876, "loss_bbox": 0.17643434584140777, "time": 0.311888108253479, "epoch": 21, "iter": 29470, "memory": 9166, "step": 29470}
+{"lr": 0.004999999999999988, "data_time": 0.006678109169006348, "loss": 0.3079250633716583, "loss_cls": 0.1180751814134419, "loss_bbox": 0.1898498836159706, "time": 0.31396361351013186, "epoch": 21, "iter": 29520, "memory": 9383, "step": 29520}
+{"lr": 0.004999999999999988, "data_time": 0.00660527229309082, "loss": 0.3539896547794342, "loss_cls": 0.13763624761253596, "loss_bbox": 0.21635340668261052, "time": 0.31323259353637695, "epoch": 21, "iter": 29570, "memory": 9235, "step": 29570}
+{"lr": 0.004999999999999988, "data_time": 0.006508398056030274, "loss": 0.2727038082480431, "loss_cls": 0.10845735417678952, "loss_bbox": 0.16424645259976386, "time": 0.31470494270324706, "epoch": 21, "iter": 29620, "memory": 9826, "step": 29620}
+{"lr": 0.004999999999999988, "data_time": 0.006477999687194824, "loss": 0.31330154702067375, "loss_cls": 0.12973441079258918, "loss_bbox": 0.1835671356320381, "time": 0.3099264621734619, "epoch": 21, "iter": 29670, "memory": 9844, "step": 29670}
+{"lr": 0.004999999999999988, "data_time": 0.006316685676574707, "loss": 0.30341737017035486, "loss_cls": 0.1118796381726861, "loss_bbox": 0.19153773441910743, "time": 0.31295822143554686, "epoch": 21, "iter": 29720, "memory": 9644, "step": 29720}
+{"lr": 0.004999999999999988, "data_time": 0.007767391204833984, "loss": 0.3327256406843662, "loss_cls": 0.13219790026545525, "loss_bbox": 0.20052774161100387, "time": 0.34846858501434325, "epoch": 21, "iter": 29770, "memory": 9307, "step": 29770}
+{"lr": 0.004999999999999988, "data_time": 0.008585472106933594, "loss": 0.302773372977972, "loss_cls": 0.11216005337424577, "loss_bbox": 0.1906133209168911, "time": 0.3714078092575073, "epoch": 21, "iter": 29820, "memory": 9050, "step": 29820}
+{"lr": 0.004999999999999988, "data_time": 0.008337640762329101, "loss": 0.33851063027977946, "loss_cls": 0.13641143333166839, "loss_bbox": 0.20209919795393944, "time": 0.37353379726409913, "epoch": 21, "iter": 29870, "memory": 9346, "step": 29870}
+{"lr": 0.004999999999999988, "data_time": 0.008578290939331054, "loss": 0.3125363199412823, "loss_cls": 0.12055082853883504, "loss_bbox": 0.1919854909926653, "time": 0.3796233654022217, "epoch": 21, "iter": 29920, "memory": 10310, "step": 29920}
+{"lr": 0.004999999999999988, "data_time": 0.00820455551147461, "loss": 0.3172227232158184, "loss_cls": 0.11717548862099647, "loss_bbox": 0.20004723489284515, "time": 0.355470175743103, "epoch": 21, "iter": 29970, "memory": 9266, "step": 29970}
+{"lr": 0.004999999999999988, "data_time": 0.008432154655456542, "loss": 0.31762094497680665, "loss_cls": 0.1347883151844144, "loss_bbox": 0.18283262908458708, "time": 0.37287437915802, "epoch": 21, "iter": 30020, "memory": 9282, "step": 30020}
+{"lr": 0.004999999999999988, "data_time": 0.007813329696655274, "loss": 0.3326234795153141, "loss_cls": 0.14156785113736986, "loss_bbox": 0.19105562895536424, "time": 0.3491568183898926, "epoch": 21, "iter": 30070, "memory": 9761, "step": 30070}
+{"lr": 0.004999999999999988, "data_time": 0.008482213020324708, "loss": 0.2869447159767151, "loss_cls": 0.11689893867820501, "loss_bbox": 0.17004577845335006, "time": 0.37406379222869873, "epoch": 21, "iter": 30120, "memory": 9458, "step": 30120}
+{"lr": 0.004999999999999988, "data_time": 0.008628640174865723, "loss": 0.2749327279627323, "loss_cls": 0.11970307439565658, "loss_bbox": 0.15522965177893638, "time": 0.3724686574935913, "epoch": 21, "iter": 30170, "memory": 9339, "step": 30170}
+{"lr": 0.004999999999999988, "data_time": 0.008305449485778809, "loss": 0.3190449160337448, "loss_cls": 0.1252292722836137, "loss_bbox": 0.19381564415991306, "time": 0.3737074899673462, "epoch": 21, "iter": 30220, "memory": 9449, "step": 30220}
+{"lr": 0.004999999999999988, "data_time": 0.008627090454101562, "loss": 0.3673811484873295, "loss_cls": 0.14917111633345484, "loss_bbox": 0.21821003496646882, "time": 0.3791453981399536, "epoch": 21, "iter": 30270, "memory": 10109, "step": 30270}
+{"lr": 0.004999999999999988, "data_time": 0.008630104064941406, "loss": 0.26025502651929855, "loss_cls": 0.09139422036707401, "loss_bbox": 0.16886080786585808, "time": 0.37489389419555663, "epoch": 21, "iter": 30320, "memory": 9269, "step": 30320}
+{"lr": 0.004999999999999988, "data_time": 0.008753519058227539, "loss": 0.3217801995575428, "loss_cls": 0.1325003295764327, "loss_bbox": 0.18927986651659012, "time": 0.37214539051055906, "epoch": 21, "iter": 30370, "memory": 9307, "step": 30370}
+{"lr": 0.004999999999999988, "data_time": 0.008404769897460938, "loss": 0.3448417155444622, "loss_cls": 0.133745737336576, "loss_bbox": 0.21109597831964494, "time": 0.37049647808074954, "epoch": 21, "iter": 30420, "memory": 9380, "step": 30420}
+{"lr": 0.004999999999999988, "data_time": 0.008777537345886231, "loss": 0.3200542119145393, "loss_cls": 0.12770277500152588, "loss_bbox": 0.19235143542289734, "time": 0.3725275182723999, "epoch": 21, "iter": 30470, "memory": 9377, "step": 30470}
+{"lr": 0.004999999999999988, "data_time": 0.008583140373229981, "loss": 0.33830263927578924, "loss_cls": 0.12659263489767908, "loss_bbox": 0.21171000257134437, "time": 0.37362470626831057, "epoch": 21, "iter": 30520, "memory": 9049, "step": 30520}
+{"lr": 0.004999999999999988, "data_time": 0.008689384460449218, "loss": 0.2668356464803219, "loss_cls": 0.10281199529767036, "loss_bbox": 0.16402364984154702, "time": 0.3760665988922119, "epoch": 21, "iter": 30570, "memory": 9382, "step": 30570}
+{"lr": 0.004999999999999988, "data_time": 0.008587498664855957, "loss": 0.3342998087406158, "loss_cls": 0.13400617649778723, "loss_bbox": 0.20029363334178923, "time": 0.373564338684082, "epoch": 21, "iter": 30620, "memory": 9380, "step": 30620}
+{"lr": 0.004999999999999988, "data_time": 0.008519949913024903, "loss": 0.27181465342640876, "loss_cls": 0.10147230248898267, "loss_bbox": 0.1703423525393009, "time": 0.37307588577270506, "epoch": 21, "iter": 30670, "memory": 9607, "step": 30670}
+{"lr": 0.004999999999999988, "data_time": 0.008515200614929198, "loss": 0.2389330430328846, "loss_cls": 0.0914926056098193, "loss_bbox": 0.1474404377490282, "time": 0.37515949726104736, "epoch": 21, "iter": 30720, "memory": 9156, "step": 30720}
+{"lr": 0.004999999999999988, "data_time": 0.008674249649047852, "loss": 0.28006903767585756, "loss_cls": 0.10503550495952368, "loss_bbox": 0.1750335331261158, "time": 0.3719416618347168, "epoch": 21, "iter": 30770, "memory": 9358, "step": 30770}
+{"pascal_voc/mAP": 0.7228627800941467, "pascal_voc/AP50": 0.723, "data_time": 0.0017691922934893367, "time": 0.040274737641337134, "step": 21}
+{"lr": 0.004999999999999988, "data_time": 0.00737584114074707, "loss": 0.2490230792760849, "loss_cls": 0.08513414418324829, "loss_bbox": 0.16388893626630308, "time": 0.3115133476257324, "epoch": 22, "iter": 30836, "memory": 9051, "step": 30836}
+{"lr": 0.004999999999999988, "data_time": 0.0065988111495971676, "loss": 0.26912605479359625, "loss_cls": 0.1012324492353946, "loss_bbox": 0.1678936068713665, "time": 0.31609530925750734, "epoch": 22, "iter": 30886, "memory": 9757, "step": 30886}
+{"lr": 0.004999999999999988, "data_time": 0.006587738990783691, "loss": 0.2994024408608675, "loss_cls": 0.1233156636916101, "loss_bbox": 0.1760867765545845, "time": 0.3107185888290405, "epoch": 22, "iter": 30936, "memory": 9415, "step": 30936}
+{"lr": 0.004999999999999988, "data_time": 0.006596074104309082, "loss": 0.34028172835707665, "loss_cls": 0.14015204230323433, "loss_bbox": 0.20012968614697457, "time": 0.31504987239837645, "epoch": 22, "iter": 30986, "memory": 13847, "step": 30986}
+{"lr": 0.004999999999999988, "data_time": 0.006467108726501465, "loss": 0.27801517203450204, "loss_cls": 0.10985923137515784, "loss_bbox": 0.16815594129264355, "time": 0.3164056396484375, "epoch": 22, "iter": 31036, "memory": 9838, "step": 31036}
+{"lr": 0.004999999999999988, "data_time": 0.0063383388519287105, "loss": 0.3102008418738842, "loss_cls": 0.12554412791505457, "loss_bbox": 0.1846567153930664, "time": 0.3123714017868042, "epoch": 22, "iter": 31086, "memory": 9111, "step": 31086}
+{"lr": 0.004999999999999988, "data_time": 0.006157054901123047, "loss": 0.26551851257681847, "loss_cls": 0.09628869503736497, "loss_bbox": 0.16922981813549995, "time": 0.31201557159423826, "epoch": 22, "iter": 31136, "memory": 9049, "step": 31136}
+{"lr": 0.004999999999999988, "data_time": 0.006199984550476074, "loss": 0.3339007546007633, "loss_cls": 0.13118840236216783, "loss_bbox": 0.20271235145628452, "time": 0.31240201950073243, "epoch": 22, "iter": 31186, "memory": 9052, "step": 31186}
+{"lr": 0.004999999999999988, "data_time": 0.006413316726684571, "loss": 0.29961269952356817, "loss_cls": 0.1190456307400018, "loss_bbox": 0.18056706681847573, "time": 0.31664361953735354, "epoch": 22, "iter": 31236, "memory": 9837, "step": 31236}
+{"lr": 0.004999999999999988, "data_time": 0.006361026763916016, "loss": 0.27784634530544283, "loss_cls": 0.11115770313888788, "loss_bbox": 0.1666886419057846, "time": 0.3126915693283081, "epoch": 22, "iter": 31286, "memory": 9050, "step": 31286}
+{"lr": 0.004999999999999988, "data_time": 0.006332650184631348, "loss": 0.2839647376537323, "loss_cls": 0.1124473999068141, "loss_bbox": 0.1715173365175724, "time": 0.3112470293045044, "epoch": 22, "iter": 31336, "memory": 9050, "step": 31336}
+{"lr": 0.004999999999999988, "data_time": 0.006346302032470703, "loss": 0.24803078465163708, "loss_cls": 0.08321193888783456, "loss_bbox": 0.16481884449720383, "time": 0.3130709362030029, "epoch": 22, "iter": 31386, "memory": 9228, "step": 31386}
+{"lr": 0.004999999999999988, "data_time": 0.006168909072875976, "loss": 0.308260784894228, "loss_cls": 0.1246353597054258, "loss_bbox": 0.1836254268884659, "time": 0.31492659091949465, "epoch": 22, "iter": 31436, "memory": 9058, "step": 31436}
+{"lr": 0.004999999999999988, "data_time": 0.006385087966918945, "loss": 0.330880941003561, "loss_cls": 0.12834535576403142, "loss_bbox": 0.20253558576107025, "time": 0.31129629611968995, "epoch": 22, "iter": 31486, "memory": 10662, "step": 31486}
+{"lr": 0.004999999999999988, "data_time": 0.006487274169921875, "loss": 0.30864746272563937, "loss_cls": 0.1247567211650312, "loss_bbox": 0.18389074362814425, "time": 0.31333075523376464, "epoch": 22, "iter": 31536, "memory": 10164, "step": 31536}
+{"lr": 0.004999999999999988, "data_time": 0.006192259788513184, "loss": 0.2988433265686035, "loss_cls": 0.11458647586405277, "loss_bbox": 0.18425685092806815, "time": 0.31213706493377685, "epoch": 22, "iter": 31586, "memory": 10067, "step": 31586}
+{"lr": 0.004999999999999988, "data_time": 0.006336393356323242, "loss": 0.32890275716781614, "loss_cls": 0.13322616463527084, "loss_bbox": 0.1956765916198492, "time": 0.309032564163208, "epoch": 22, "iter": 31636, "memory": 9050, "step": 31636}
+{"lr": 0.004999999999999988, "data_time": 0.00626774787902832, "loss": 0.312713692933321, "loss_cls": 0.12241148881614208, "loss_bbox": 0.19030220299959183, "time": 0.3127413702011108, "epoch": 22, "iter": 31686, "memory": 9058, "step": 31686}
+{"lr": 0.004999999999999988, "data_time": 0.006309366226196289, "loss": 0.3113545550405979, "loss_cls": 0.11448230439797044, "loss_bbox": 0.19687224887311458, "time": 0.3129755592346191, "epoch": 22, "iter": 31736, "memory": 9851, "step": 31736}
+{"lr": 0.004999999999999988, "data_time": 0.006335992813110352, "loss": 0.3473147265613079, "loss_cls": 0.14307506264187395, "loss_bbox": 0.2042396618425846, "time": 0.31577258110046386, "epoch": 22, "iter": 31786, "memory": 9130, "step": 31786}
+{"lr": 0.004999999999999988, "data_time": 0.006359090805053711, "loss": 0.32200696468353274, "loss_cls": 0.12849251540377737, "loss_bbox": 0.19351444646716118, "time": 0.3124280309677124, "epoch": 22, "iter": 31836, "memory": 9356, "step": 31836}
+{"lr": 0.004999999999999988, "data_time": 0.0063855648040771484, "loss": 0.305025567561388, "loss_cls": 0.13221810085698962, "loss_bbox": 0.17280746452510357, "time": 0.3085279417037964, "epoch": 22, "iter": 31886, "memory": 9265, "step": 31886}
+{"lr": 0.004999999999999988, "data_time": 0.006057476997375489, "loss": 0.33474544927477834, "loss_cls": 0.1421978840045631, "loss_bbox": 0.19254756480455398, "time": 0.3100316667556763, "epoch": 22, "iter": 31936, "memory": 9250, "step": 31936}
+{"lr": 0.004999999999999988, "data_time": 0.006092410087585449, "loss": 0.31767713382840157, "loss_cls": 0.12722267931327225, "loss_bbox": 0.19045445412397385, "time": 0.3158967304229736, "epoch": 22, "iter": 31986, "memory": 9187, "step": 31986}
+{"lr": 0.004999999999999988, "data_time": 0.006349029541015625, "loss": 0.28344723224639895, "loss_cls": 0.1035782074276358, "loss_bbox": 0.17986902371048927, "time": 0.3123384714126587, "epoch": 22, "iter": 32036, "memory": 9050, "step": 32036}
+{"lr": 0.004999999999999988, "data_time": 0.006242365837097168, "loss": 0.3449217186868191, "loss_cls": 0.12747389061376452, "loss_bbox": 0.21744782686233521, "time": 0.3114470148086548, "epoch": 22, "iter": 32086, "memory": 9492, "step": 32086}
+{"lr": 0.004999999999999988, "data_time": 0.0064081382751464844, "loss": 0.3116832059621811, "loss_cls": 0.11754108009859919, "loss_bbox": 0.1941421253979206, "time": 0.31059088706970217, "epoch": 22, "iter": 32136, "memory": 9228, "step": 32136}
+{"lr": 0.004999999999999988, "data_time": 0.006528387069702149, "loss": 0.29293729722499845, "loss_cls": 0.11783566486090422, "loss_bbox": 0.17510163351893426, "time": 0.3166905164718628, "epoch": 22, "iter": 32186, "memory": 10131, "step": 32186}
+{"lr": 0.004999999999999988, "data_time": 0.006472368240356446, "loss": 0.28268598988652227, "loss_cls": 0.10916800771839917, "loss_bbox": 0.17351798228919507, "time": 0.3113053607940674, "epoch": 22, "iter": 32236, "memory": 9102, "step": 32236}
+{"pascal_voc/mAP": 0.7153590321540833, "pascal_voc/AP50": 0.715, "data_time": 0.0017503070409031589, "time": 0.04170731440876745, "step": 22}
+{"lr": 0.004999999999999988, "data_time": 0.007208833694458008, "loss": 0.31738856583833697, "loss_cls": 0.13049805417656898, "loss_bbox": 0.18689051121473313, "time": 0.3108833932876587, "epoch": 23, "iter": 32302, "memory": 9090, "step": 32302}
+{"lr": 0.004999999999999988, "data_time": 0.0061428451538085935, "loss": 0.3449254249036312, "loss_cls": 0.14324784850701688, "loss_bbox": 0.20167757585644722, "time": 0.31168883323669433, "epoch": 23, "iter": 32352, "memory": 9556, "step": 32352}
+{"lr": 0.004999999999999988, "data_time": 0.006283063888549805, "loss": 0.2488535276055336, "loss_cls": 0.08741732362657785, "loss_bbox": 0.16143620476126672, "time": 0.30910132884979247, "epoch": 23, "iter": 32402, "memory": 9472, "step": 32402}
+{"lr": 0.004999999999999988, "data_time": 0.00618431568145752, "loss": 0.2808062168955803, "loss_cls": 0.1060733736306429, "loss_bbox": 0.17473284386098384, "time": 0.30992464542388914, "epoch": 23, "iter": 32452, "memory": 9051, "step": 32452}
+{"lr": 0.004999999999999988, "data_time": 0.006193675994873047, "loss": 0.265643076300621, "loss_cls": 0.09565969969145954, "loss_bbox": 0.16998337730765342, "time": 0.30861501216888426, "epoch": 23, "iter": 32502, "memory": 9113, "step": 32502}
+{"lr": 0.004999999999999988, "data_time": 0.006219172477722168, "loss": 0.3062861005961895, "loss_cls": 0.12277609487995506, "loss_bbox": 0.18351000532507897, "time": 0.3049168682098389, "epoch": 23, "iter": 32552, "memory": 9601, "step": 32552}
+{"lr": 0.004999999999999988, "data_time": 0.006214108467102051, "loss": 0.35583074554800986, "loss_cls": 0.16090514397248626, "loss_bbox": 0.19492560245096682, "time": 0.30994091510772703, "epoch": 23, "iter": 32602, "memory": 9065, "step": 32602}
+{"lr": 0.004999999999999988, "data_time": 0.006407852172851562, "loss": 0.3149257971346378, "loss_cls": 0.12165733624249697, "loss_bbox": 0.19326846212148666, "time": 0.3139343166351318, "epoch": 23, "iter": 32652, "memory": 9947, "step": 32652}
+{"lr": 0.004999999999999988, "data_time": 0.006573381423950195, "loss": 0.3144976304471493, "loss_cls": 0.12611274680122733, "loss_bbox": 0.18838488027453423, "time": 0.31094873905181886, "epoch": 23, "iter": 32702, "memory": 10371, "step": 32702}
+{"lr": 0.004999999999999988, "data_time": 0.006418685913085937, "loss": 0.304662868976593, "loss_cls": 0.11922838903032243, "loss_bbox": 0.1854344828426838, "time": 0.3115017604827881, "epoch": 23, "iter": 32752, "memory": 9052, "step": 32752}
+{"lr": 0.004999999999999988, "data_time": 0.00647127628326416, "loss": 0.29704378560185435, "loss_cls": 0.11339008281938731, "loss_bbox": 0.18365370035171508, "time": 0.31291508197784423, "epoch": 23, "iter": 32802, "memory": 9854, "step": 32802}
+{"lr": 0.004999999999999988, "data_time": 0.006214208602905273, "loss": 0.28609187141060827, "loss_cls": 0.10717352940700949, "loss_bbox": 0.17891834288835526, "time": 0.31814908027648925, "epoch": 23, "iter": 32852, "memory": 9202, "step": 32852}
+{"lr": 0.004999999999999988, "data_time": 0.006377573013305664, "loss": 0.29173103749752044, "loss_cls": 0.11883774202316999, "loss_bbox": 0.17289329677820206, "time": 0.31678571701049807, "epoch": 23, "iter": 32902, "memory": 9088, "step": 32902}
+{"lr": 0.004999999999999988, "data_time": 0.0062162351608276364, "loss": 0.2926362369209528, "loss_cls": 0.10800167608074844, "loss_bbox": 0.1846345603466034, "time": 0.3120060729980469, "epoch": 23, "iter": 32952, "memory": 9194, "step": 32952}
+{"lr": 0.004999999999999988, "data_time": 0.006168837547302246, "loss": 0.36043437525629995, "loss_cls": 0.1447227163426578, "loss_bbox": 0.21571165710687637, "time": 0.3130355978012085, "epoch": 23, "iter": 33002, "memory": 9064, "step": 33002}
+{"lr": 0.004999999999999988, "data_time": 0.007738766670227051, "loss": 0.27836159512400627, "loss_cls": 0.11511431518942118, "loss_bbox": 0.16324727922677995, "time": 0.3197950410842896, "epoch": 23, "iter": 33052, "memory": 9051, "step": 33052}
+{"lr": 0.004999999999999988, "data_time": 0.007714481353759766, "loss": 0.3087270539999008, "loss_cls": 0.1285798468440771, "loss_bbox": 0.1801472069323063, "time": 0.3149945974349976, "epoch": 23, "iter": 33102, "memory": 9050, "step": 33102}
+{"lr": 0.004999999999999988, "data_time": 0.007733592987060547, "loss": 0.27078728944063185, "loss_cls": 0.10012741094455123, "loss_bbox": 0.1706598786264658, "time": 0.3185117721557617, "epoch": 23, "iter": 33152, "memory": 9336, "step": 33152}
+{"lr": 0.004999999999999988, "data_time": 0.007717237472534179, "loss": 0.26538373827934264, "loss_cls": 0.10611666993238032, "loss_bbox": 0.15926707044243812, "time": 0.3188536882400513, "epoch": 23, "iter": 33202, "memory": 9374, "step": 33202}
+{"lr": 0.004999999999999988, "data_time": 0.007738938331604004, "loss": 0.3331416341662407, "loss_cls": 0.13681093601509928, "loss_bbox": 0.1963306975364685, "time": 0.31500895500183107, "epoch": 23, "iter": 33252, "memory": 9275, "step": 33252}
+{"lr": 0.004999999999999988, "data_time": 0.007707901000976562, "loss": 0.3137533141672611, "loss_cls": 0.13116319531574847, "loss_bbox": 0.18259011834859848, "time": 0.3146528244018555, "epoch": 23, "iter": 33302, "memory": 9440, "step": 33302}
+{"lr": 0.004999999999999988, "data_time": 0.007689156532287598, "loss": 0.35347159385681154, "loss_cls": 0.14612972027622162, "loss_bbox": 0.2073418725281954, "time": 0.31523298263549804, "epoch": 23, "iter": 33352, "memory": 9338, "step": 33352}
+{"lr": 0.004999999999999988, "data_time": 0.007789525985717773, "loss": 0.2564503152668476, "loss_cls": 0.10010602022521198, "loss_bbox": 0.15634429559111596, "time": 0.34640673160552976, "epoch": 23, "iter": 33402, "memory": 9607, "step": 33402}
+{"lr": 0.004999999999999988, "data_time": 0.0077216863632202145, "loss": 0.3328677798807621, "loss_cls": 0.13530504543334246, "loss_bbox": 0.19756273195147514, "time": 0.37261736392974854, "epoch": 23, "iter": 33452, "memory": 9234, "step": 33452}
+{"lr": 0.004999999999999988, "data_time": 0.008006887435913086, "loss": 0.3343442477285862, "loss_cls": 0.14176128602586688, "loss_bbox": 0.19258296132087707, "time": 0.36675453662872315, "epoch": 23, "iter": 33502, "memory": 9287, "step": 33502}
+{"lr": 0.004999999999999988, "data_time": 0.00834880828857422, "loss": 0.3102273245155811, "loss_cls": 0.11932260196655989, "loss_bbox": 0.19090472504496575, "time": 0.3712055826187134, "epoch": 23, "iter": 33552, "memory": 9567, "step": 33552}
+{"lr": 0.004999999999999988, "data_time": 0.008348908424377442, "loss": 0.30005264237523077, "loss_cls": 0.11900935434736311, "loss_bbox": 0.18104328989982604, "time": 0.3709763193130493, "epoch": 23, "iter": 33602, "memory": 9303, "step": 33602}
+{"lr": 0.004999999999999988, "data_time": 0.008174514770507813, "loss": 0.30095710620284083, "loss_cls": 0.11599327981472016, "loss_bbox": 0.1849638280272484, "time": 0.3670278263092041, "epoch": 23, "iter": 33652, "memory": 9122, "step": 33652}
+{"lr": 0.004999999999999988, "data_time": 0.008235673904418945, "loss": 0.294052270501852, "loss_cls": 0.10739024199545383, "loss_bbox": 0.18666202887892724, "time": 0.37070063591003416, "epoch": 23, "iter": 33702, "memory": 9113, "step": 33702}
+{"pascal_voc/mAP": 0.726479172706604, "pascal_voc/AP50": 0.726, "data_time": 0.001750499334907012, "time": 0.039844556952692185, "step": 23}
+{"lr": 0.004999999999999988, "data_time": 0.0075286483764648434, "loss": 0.3185281281173229, "loss_cls": 0.13067486071027815, "loss_bbox": 0.18785326823592186, "time": 0.3154206848144531, "epoch": 24, "iter": 33768, "memory": 10694, "step": 33768}
+{"lr": 0.004999999999999988, "data_time": 0.006153459548950195, "loss": 0.26990450769662855, "loss_cls": 0.09843991741538048, "loss_bbox": 0.17146459087729454, "time": 0.3091659736633301, "epoch": 24, "iter": 33818, "memory": 9051, "step": 33818}
+{"lr": 0.004999999999999988, "data_time": 0.00623800277709961, "loss": 0.29239008739590644, "loss_cls": 0.10440966034308076, "loss_bbox": 0.18798042550683022, "time": 0.30963099479675293, "epoch": 24, "iter": 33868, "memory": 9399, "step": 33868}
+{"lr": 0.004999999999999988, "data_time": 0.006411628723144531, "loss": 0.2993950967490673, "loss_cls": 0.11489390490576624, "loss_bbox": 0.18450119264423848, "time": 0.3081380558013916, "epoch": 24, "iter": 33918, "memory": 10110, "step": 33918}
+{"lr": 0.004999999999999988, "data_time": 0.006463232040405273, "loss": 0.292026793807745, "loss_cls": 0.11247616966255009, "loss_bbox": 0.17955062299966812, "time": 0.308796763420105, "epoch": 24, "iter": 33968, "memory": 9251, "step": 33968}
+{"lr": 0.004999999999999988, "data_time": 0.006362147331237793, "loss": 0.3147483691573143, "loss_cls": 0.11528960624709725, "loss_bbox": 0.1994587631523609, "time": 0.31187704563140867, "epoch": 24, "iter": 34018, "memory": 9258, "step": 34018}
+{"lr": 0.004999999999999988, "data_time": 0.006416230201721191, "loss": 0.30014058828353885, "loss_cls": 0.11792919335886837, "loss_bbox": 0.18221139222383498, "time": 0.30810683727264404, "epoch": 24, "iter": 34068, "memory": 9049, "step": 34068}
+{"lr": 0.004999999999999988, "data_time": 0.006302347183227539, "loss": 0.30785747051239015, "loss_cls": 0.11231251945719123, "loss_bbox": 0.19554495118558407, "time": 0.3066465950012207, "epoch": 24, "iter": 34118, "memory": 9048, "step": 34118}
+{"lr": 0.004999999999999988, "data_time": 0.006304340362548828, "loss": 0.2627825170755386, "loss_cls": 0.10140497935935855, "loss_bbox": 0.16137753881514072, "time": 0.31049983978271484, "epoch": 24, "iter": 34168, "memory": 10955, "step": 34168}
+{"lr": 0.004999999999999988, "data_time": 0.006162409782409668, "loss": 0.273432109951973, "loss_cls": 0.0915222846902907, "loss_bbox": 0.18190982371568679, "time": 0.3136530256271362, "epoch": 24, "iter": 34218, "memory": 9174, "step": 34218}
+{"lr": 0.004999999999999988, "data_time": 0.00601987361907959, "loss": 0.26726487912237645, "loss_cls": 0.10386598715558648, "loss_bbox": 0.16339889273047448, "time": 0.3133139419555664, "epoch": 24, "iter": 34268, "memory": 9275, "step": 34268}
+{"lr": 0.004999999999999988, "data_time": 0.006246542930603028, "loss": 0.27392848059535024, "loss_cls": 0.09406423566862941, "loss_bbox": 0.1798642448335886, "time": 0.3131081581115723, "epoch": 24, "iter": 34318, "memory": 9050, "step": 34318}
+{"lr": 0.004999999999999988, "data_time": 0.0063321590423583984, "loss": 0.288524616509676, "loss_cls": 0.10462626697495579, "loss_bbox": 0.18389834880828856, "time": 0.3084364223480225, "epoch": 24, "iter": 34368, "memory": 9646, "step": 34368}
+{"lr": 0.004999999999999988, "data_time": 0.0060421466827392575, "loss": 0.24939533352851867, "loss_cls": 0.09546166381798685, "loss_bbox": 0.15393367052078247, "time": 0.3166109037399292, "epoch": 24, "iter": 34418, "memory": 9049, "step": 34418}
+{"lr": 0.004999999999999988, "data_time": 0.006096420288085938, "loss": 0.30953967943787575, "loss_cls": 0.11427786914631724, "loss_bbox": 0.195261809527874, "time": 0.30895798206329345, "epoch": 24, "iter": 34468, "memory": 9049, "step": 34468}
+{"lr": 0.004999999999999988, "data_time": 0.005977816581726074, "loss": 0.3157548911869526, "loss_cls": 0.12273060629144311, "loss_bbox": 0.193024285659194, "time": 0.31275583744049074, "epoch": 24, "iter": 34518, "memory": 9205, "step": 34518}
+{"lr": 0.004999999999999988, "data_time": 0.0060661411285400394, "loss": 0.27534580931067465, "loss_cls": 0.10301758073270322, "loss_bbox": 0.17232823088765145, "time": 0.30821249961853026, "epoch": 24, "iter": 34568, "memory": 9475, "step": 34568}
+{"lr": 0.004999999999999988, "data_time": 0.006045513153076172, "loss": 0.288780739158392, "loss_cls": 0.10370126465335489, "loss_bbox": 0.1850794742256403, "time": 0.30866801738739014, "epoch": 24, "iter": 34618, "memory": 9561, "step": 34618}
+{"lr": 0.004999999999999988, "data_time": 0.006030697822570801, "loss": 0.3518788722157478, "loss_cls": 0.14552294570952654, "loss_bbox": 0.20635592684149742, "time": 0.3126147222518921, "epoch": 24, "iter": 34668, "memory": 9255, "step": 34668}
+{"lr": 0.004999999999999988, "data_time": 0.006132521629333496, "loss": 0.2810084012150764, "loss_cls": 0.10845114460214972, "loss_bbox": 0.17255725592374802, "time": 0.309472599029541, "epoch": 24, "iter": 34718, "memory": 9050, "step": 34718}
+{"lr": 0.004999999999999988, "data_time": 0.006312947273254394, "loss": 0.2798060543835163, "loss_cls": 0.10316643968224526, "loss_bbox": 0.1766396149992943, "time": 0.3108017110824585, "epoch": 24, "iter": 34768, "memory": 9467, "step": 34768}
+{"lr": 0.004999999999999988, "data_time": 0.006144175529479981, "loss": 0.3097619169950485, "loss_cls": 0.13391406886279583, "loss_bbox": 0.1758478471636772, "time": 0.3089205932617187, "epoch": 24, "iter": 34818, "memory": 10148, "step": 34818}
+{"lr": 0.004999999999999988, "data_time": 0.006109352111816406, "loss": 0.3394439662992954, "loss_cls": 0.14648584731854497, "loss_bbox": 0.1929581208527088, "time": 0.3080880165100098, "epoch": 24, "iter": 34868, "memory": 9581, "step": 34868}
+{"lr": 0.004999999999999988, "data_time": 0.006053290367126465, "loss": 0.29141332924366, "loss_cls": 0.11024330221116543, "loss_bbox": 0.18117002949118613, "time": 0.3063658857345581, "epoch": 24, "iter": 34918, "memory": 9050, "step": 34918}
+{"lr": 0.004999999999999988, "data_time": 0.006265377998352051, "loss": 0.3065932327508926, "loss_cls": 0.11849027917720377, "loss_bbox": 0.18810295194387436, "time": 0.3100062894821167, "epoch": 24, "iter": 34968, "memory": 9101, "step": 34968}
+{"lr": 0.004999999999999988, "data_time": 0.006082453727722168, "loss": 0.2790469877421856, "loss_cls": 0.10643148498609661, "loss_bbox": 0.17261550545692445, "time": 0.31094584465026853, "epoch": 24, "iter": 35018, "memory": 9053, "step": 35018}
+{"lr": 0.004999999999999988, "data_time": 0.006122832298278809, "loss": 0.3091233624517918, "loss_cls": 0.12394877715036273, "loss_bbox": 0.18517458632588388, "time": 0.3061714267730713, "epoch": 24, "iter": 35068, "memory": 9064, "step": 35068}
+{"lr": 0.004999999999999988, "data_time": 0.005916109085083008, "loss": 0.29240297511219976, "loss_cls": 0.1089233771711588, "loss_bbox": 0.18347959995269775, "time": 0.3092945671081543, "epoch": 24, "iter": 35118, "memory": 9137, "step": 35118}
+{"lr": 0.004999999999999988, "data_time": 0.006272873878479004, "loss": 0.3001284696161747, "loss_cls": 0.11677421607077122, "loss_bbox": 0.18335425287485121, "time": 0.30977835178375246, "epoch": 24, "iter": 35168, "memory": 9531, "step": 35168}
+{"pascal_voc/mAP": 0.7195508480072021, "pascal_voc/AP50": 0.72, "data_time": 0.0017201316616515696, "time": 0.03958236675821143, "step": 24}
+{"lr": 0.004999999999999988, "data_time": 0.008011550903320312, "loss": 0.26066175907850264, "loss_cls": 0.09702462092041969, "loss_bbox": 0.16363713935017585, "time": 0.31803580760955813, "epoch": 25, "iter": 35234, "memory": 9175, "step": 35234}
+{"lr": 0.004999999999999988, "data_time": 0.006369485855102539, "loss": 0.3036256863176823, "loss_cls": 0.11433663461357355, "loss_bbox": 0.18928905233740806, "time": 0.31581214427947996, "epoch": 25, "iter": 35284, "memory": 9181, "step": 35284}
+{"lr": 0.004999999999999988, "data_time": 0.006505694389343262, "loss": 0.30013851046562195, "loss_cls": 0.12677496809512376, "loss_bbox": 0.17336354091763495, "time": 0.3137969160079956, "epoch": 25, "iter": 35334, "memory": 10686, "step": 35334}
+{"lr": 0.004999999999999988, "data_time": 0.0060892486572265625, "loss": 0.30224394023418427, "loss_cls": 0.10821601628325879, "loss_bbox": 0.1940279246121645, "time": 0.3199100732803345, "epoch": 25, "iter": 35384, "memory": 9103, "step": 35384}
+{"lr": 0.004999999999999988, "data_time": 0.007335824966430664, "loss": 0.3225189729034901, "loss_cls": 0.12986718652769924, "loss_bbox": 0.19265178717672826, "time": 0.366091742515564, "epoch": 25, "iter": 35434, "memory": 9051, "step": 35434}
+{"lr": 0.004999999999999988, "data_time": 0.007627162933349609, "loss": 0.28622934758663177, "loss_cls": 0.10165796564891934, "loss_bbox": 0.18457138240337373, "time": 0.3703658294677734, "epoch": 25, "iter": 35484, "memory": 9055, "step": 35484}
+{"lr": 0.004999999999999988, "data_time": 0.00783994197845459, "loss": 0.26947264119982717, "loss_cls": 0.10263329111039639, "loss_bbox": 0.166839352697134, "time": 0.368826847076416, "epoch": 25, "iter": 35534, "memory": 9051, "step": 35534}
+{"lr": 0.004999999999999988, "data_time": 0.007435531616210938, "loss": 0.25701135873794556, "loss_cls": 0.09748320814222097, "loss_bbox": 0.15952815219759942, "time": 0.3758705472946167, "epoch": 25, "iter": 35584, "memory": 9723, "step": 35584}
+{"lr": 0.004999999999999988, "data_time": 0.007711071968078614, "loss": 0.2990393404662609, "loss_cls": 0.1257141601666808, "loss_bbox": 0.17332518100738525, "time": 0.36778089523315427, "epoch": 25, "iter": 35634, "memory": 9272, "step": 35634}
+{"lr": 0.004999999999999988, "data_time": 0.007492589950561524, "loss": 0.31804313480854035, "loss_cls": 0.13394721291027964, "loss_bbox": 0.18409591898322106, "time": 0.37066193103790285, "epoch": 25, "iter": 35684, "memory": 9094, "step": 35684}
+{"lr": 0.004999999999999988, "data_time": 0.007378034591674805, "loss": 0.29257291719317435, "loss_cls": 0.10936731345951557, "loss_bbox": 0.1832056037336588, "time": 0.36961461544036867, "epoch": 25, "iter": 35734, "memory": 10211, "step": 35734}
+{"lr": 0.004999999999999988, "data_time": 0.007596988677978516, "loss": 0.2928239905834198, "loss_cls": 0.11332407500594854, "loss_bbox": 0.17949991546571253, "time": 0.37173144817352294, "epoch": 25, "iter": 35784, "memory": 9221, "step": 35784}
+{"lr": 0.004999999999999988, "data_time": 0.007561135292053223, "loss": 0.32996871501207353, "loss_cls": 0.12523712541908025, "loss_bbox": 0.20473158948123454, "time": 0.3688980531692505, "epoch": 25, "iter": 35834, "memory": 9446, "step": 35834}
+{"lr": 0.004999999999999988, "data_time": 0.007328591346740723, "loss": 0.35549021884799004, "loss_cls": 0.15814804959110915, "loss_bbox": 0.19734217017889022, "time": 0.3708516836166382, "epoch": 25, "iter": 35884, "memory": 10133, "step": 35884}
+{"lr": 0.004999999999999988, "data_time": 0.007572503089904785, "loss": 0.2845531229674816, "loss_cls": 0.11649877062067389, "loss_bbox": 0.16805435553193093, "time": 0.3675186824798584, "epoch": 25, "iter": 35934, "memory": 9050, "step": 35934}
+{"lr": 0.004999999999999988, "data_time": 0.0075121021270751955, "loss": 0.3018002313375473, "loss_cls": 0.11176271071657538, "loss_bbox": 0.19003752075135708, "time": 0.3710054111480713, "epoch": 25, "iter": 35984, "memory": 9048, "step": 35984}
+{"lr": 0.004999999999999988, "data_time": 0.007652273178100586, "loss": 0.26651342496275904, "loss_cls": 0.10604360239580274, "loss_bbox": 0.16046982385218145, "time": 0.36319626808166505, "epoch": 25, "iter": 36034, "memory": 9356, "step": 36034}
+{"lr": 0.004999999999999988, "data_time": 0.007544264793395996, "loss": 0.3024736712127924, "loss_cls": 0.11908898671623319, "loss_bbox": 0.18338468618690967, "time": 0.36611523151397707, "epoch": 25, "iter": 36084, "memory": 9147, "step": 36084}
+{"lr": 0.004999999999999988, "data_time": 0.007665929794311524, "loss": 0.28152299046516416, "loss_cls": 0.10829134486615657, "loss_bbox": 0.17323164746165276, "time": 0.3667100381851196, "epoch": 25, "iter": 36134, "memory": 9366, "step": 36134}
+{"lr": 0.004999999999999988, "data_time": 0.007715930938720703, "loss": 0.2753609265387058, "loss_cls": 0.0919885035417974, "loss_bbox": 0.1833724232017994, "time": 0.3683708381652832, "epoch": 25, "iter": 36184, "memory": 9087, "step": 36184}
+{"lr": 0.004999999999999988, "data_time": 0.00793095588684082, "loss": 0.3073805168271065, "loss_cls": 0.11997723668813705, "loss_bbox": 0.1874032811820507, "time": 0.37013559341430663, "epoch": 25, "iter": 36234, "memory": 9060, "step": 36234}
+{"lr": 0.004999999999999988, "data_time": 0.007717680931091308, "loss": 0.28258341252803804, "loss_cls": 0.11378404198214412, "loss_bbox": 0.16879937082529067, "time": 0.3654687976837158, "epoch": 25, "iter": 36284, "memory": 9275, "step": 36284}
+{"lr": 0.004999999999999988, "data_time": 0.00814605712890625, "loss": 0.28135413363575934, "loss_cls": 0.10927456825971603, "loss_bbox": 0.17207956537604333, "time": 0.36474789142608643, "epoch": 25, "iter": 36334, "memory": 9134, "step": 36334}
+{"lr": 0.004999999999999988, "data_time": 0.008309435844421387, "loss": 0.24692404881119728, "loss_cls": 0.08443008451722563, "loss_bbox": 0.16249396428465843, "time": 0.36698984146118163, "epoch": 25, "iter": 36384, "memory": 9628, "step": 36384}
+{"lr": 0.004999999999999988, "data_time": 0.00830601692199707, "loss": 0.2862323570251465, "loss_cls": 0.10899568237364292, "loss_bbox": 0.17723667472600937, "time": 0.3659640073776245, "epoch": 25, "iter": 36434, "memory": 9082, "step": 36434}
+{"lr": 0.004999999999999988, "data_time": 0.008172521591186524, "loss": 0.28955017238855363, "loss_cls": 0.11274988189339638, "loss_bbox": 0.1768002912402153, "time": 0.3659026527404785, "epoch": 25, "iter": 36484, "memory": 9062, "step": 36484}
+{"lr": 0.004999999999999988, "data_time": 0.008203306198120118, "loss": 0.3352643260359764, "loss_cls": 0.13544921297580004, "loss_bbox": 0.1998151110112667, "time": 0.3650432300567627, "epoch": 25, "iter": 36534, "memory": 9067, "step": 36534}
+{"lr": 0.004999999999999988, "data_time": 0.007987675666809082, "loss": 0.3069904300570488, "loss_cls": 0.1165515461191535, "loss_bbox": 0.19043888710439205, "time": 0.366136212348938, "epoch": 25, "iter": 36584, "memory": 9269, "step": 36584}
+{"lr": 0.004999999999999988, "data_time": 0.008179478645324707, "loss": 0.35546387776732447, "loss_cls": 0.14482814017683268, "loss_bbox": 0.21063573472201824, "time": 0.36721465587615965, "epoch": 25, "iter": 36634, "memory": 9051, "step": 36634}
+{"pascal_voc/mAP": 0.7276087403297424, "pascal_voc/AP50": 0.728, "data_time": 0.0017572925591014062, "time": 0.04003641683334226, "step": 25}
+{"lr": 0.004999999999999988, "data_time": 0.0075887107849121095, "loss": 0.2641011066734791, "loss_cls": 0.08965628554113209, "loss_bbox": 0.1744448208808899, "time": 0.31732438087463377, "epoch": 26, "iter": 36700, "memory": 9161, "step": 36700}
+{"lr": 0.004999999999999988, "data_time": 0.006528716087341308, "loss": 0.23027747616171837, "loss_cls": 0.07529390254989267, "loss_bbox": 0.15498357459902765, "time": 0.3154439401626587, "epoch": 26, "iter": 36750, "memory": 9343, "step": 36750}
+{"lr": 0.004999999999999988, "data_time": 0.006512370109558106, "loss": 0.29551574364304545, "loss_cls": 0.11959988722577691, "loss_bbox": 0.17591585725545883, "time": 0.31609715938568117, "epoch": 26, "iter": 36800, "memory": 9051, "step": 36800}
+{"lr": 0.004999999999999988, "data_time": 0.007245044708251953, "loss": 0.25507390320301054, "loss_cls": 0.08554720291867852, "loss_bbox": 0.16952670127153396, "time": 0.33829322814941404, "epoch": 26, "iter": 36850, "memory": 9091, "step": 36850}
+{"lr": 0.004999999999999988, "data_time": 0.008486127853393555, "loss": 0.2644372361898422, "loss_cls": 0.09731138575356453, "loss_bbox": 0.16712585002183913, "time": 0.37564327716827395, "epoch": 26, "iter": 36900, "memory": 9219, "step": 36900}
+{"lr": 0.004999999999999988, "data_time": 0.008332314491271973, "loss": 0.29172800056636333, "loss_cls": 0.1078346780128777, "loss_bbox": 0.18389332197606564, "time": 0.3710875844955444, "epoch": 26, "iter": 36950, "memory": 9093, "step": 36950}
+{"lr": 0.004999999999999988, "data_time": 0.008166761398315429, "loss": 0.28595441579818726, "loss_cls": 0.1042500739172101, "loss_bbox": 0.1817043398320675, "time": 0.37305685997009275, "epoch": 26, "iter": 37000, "memory": 10656, "step": 37000}
+{"lr": 0.004999999999999988, "data_time": 0.008071236610412598, "loss": 0.24193965286016464, "loss_cls": 0.09367577733471989, "loss_bbox": 0.14826387599110602, "time": 0.37023268699645995, "epoch": 26, "iter": 37050, "memory": 9477, "step": 37050}
+{"lr": 0.004999999999999988, "data_time": 0.008307533264160156, "loss": 0.26598933041095735, "loss_cls": 0.10384501170367003, "loss_bbox": 0.16214431822299957, "time": 0.3707837533950806, "epoch": 26, "iter": 37100, "memory": 9050, "step": 37100}
+{"lr": 0.004999999999999988, "data_time": 0.008249135017395019, "loss": 0.2611541049182415, "loss_cls": 0.09445134160108865, "loss_bbox": 0.16670276403427123, "time": 0.37183872699737547, "epoch": 26, "iter": 37150, "memory": 9049, "step": 37150}
+{"lr": 0.004999999999999988, "data_time": 0.008288450241088867, "loss": 0.2608891800045967, "loss_cls": 0.09677829276770353, "loss_bbox": 0.1641108874976635, "time": 0.3681159019470215, "epoch": 26, "iter": 37200, "memory": 9625, "step": 37200}
+{"lr": 0.004999999999999988, "data_time": 0.008161873817443847, "loss": 0.24757764041423796, "loss_cls": 0.0889882021676749, "loss_bbox": 0.15858943924307822, "time": 0.37444592475891114, "epoch": 26, "iter": 37250, "memory": 9195, "step": 37250}
+{"lr": 0.004999999999999988, "data_time": 0.008357181549072265, "loss": 0.2893314477801323, "loss_cls": 0.10313195081427694, "loss_bbox": 0.18619949474930764, "time": 0.3723068571090698, "epoch": 26, "iter": 37300, "memory": 9050, "step": 37300}
+{"lr": 0.004999999999999988, "data_time": 0.008444948196411133, "loss": 0.2766008426249027, "loss_cls": 0.1042626274190843, "loss_bbox": 0.17233821436762808, "time": 0.3769395446777344, "epoch": 26, "iter": 37350, "memory": 9211, "step": 37350}
+{"lr": 0.004999999999999988, "data_time": 0.00819864273071289, "loss": 0.3103859408199787, "loss_cls": 0.11006706587038934, "loss_bbox": 0.20031887464225293, "time": 0.37002878189086913, "epoch": 26, "iter": 37400, "memory": 9901, "step": 37400}
+{"lr": 0.004999999999999988, "data_time": 0.008251271247863769, "loss": 0.2717590676993132, "loss_cls": 0.10543439169414341, "loss_bbox": 0.1663246762752533, "time": 0.36979812145233154, "epoch": 26, "iter": 37450, "memory": 9223, "step": 37450}
+{"lr": 0.004999999999999988, "data_time": 0.008366751670837402, "loss": 0.2983179540932179, "loss_cls": 0.1162604368943721, "loss_bbox": 0.18205751679837703, "time": 0.3700507164001465, "epoch": 26, "iter": 37500, "memory": 9050, "step": 37500}
+{"lr": 0.004999999999999988, "data_time": 0.008104896545410157, "loss": 0.31140749514102933, "loss_cls": 0.12190730144269764, "loss_bbox": 0.18950019538402557, "time": 0.3690691089630127, "epoch": 26, "iter": 37550, "memory": 10366, "step": 37550}
+{"lr": 0.004999999999999988, "data_time": 0.007853131294250488, "loss": 0.3243872931599617, "loss_cls": 0.11968198180198669, "loss_bbox": 0.20470531150698662, "time": 0.3703269338607788, "epoch": 26, "iter": 37600, "memory": 9169, "step": 37600}
+{"lr": 0.004999999999999988, "data_time": 0.00799887180328369, "loss": 0.29166575133800504, "loss_cls": 0.11931752871721983, "loss_bbox": 0.17234822385013104, "time": 0.3696460819244385, "epoch": 26, "iter": 37650, "memory": 9161, "step": 37650}
+{"lr": 0.004999999999999988, "data_time": 0.008198647499084473, "loss": 0.2391199342906475, "loss_cls": 0.0942419701255858, "loss_bbox": 0.1448779620975256, "time": 0.36616796493530274, "epoch": 26, "iter": 37700, "memory": 9050, "step": 37700}
+{"lr": 0.004999999999999988, "data_time": 0.008127532005310058, "loss": 0.2796585853397846, "loss_cls": 0.10363221883773804, "loss_bbox": 0.17602636776864528, "time": 0.3685672855377197, "epoch": 26, "iter": 37750, "memory": 9537, "step": 37750}
+{"lr": 0.004999999999999988, "data_time": 0.008191823959350586, "loss": 0.32090884745121, "loss_cls": 0.12443723170086742, "loss_bbox": 0.1964716149866581, "time": 0.36887739181518553, "epoch": 26, "iter": 37800, "memory": 9325, "step": 37800}
+{"lr": 0.004999999999999988, "data_time": 0.008101601600646973, "loss": 0.2736609945446253, "loss_cls": 0.10856159524992108, "loss_bbox": 0.16509939901530743, "time": 0.36614317893981935, "epoch": 26, "iter": 37850, "memory": 9050, "step": 37850}
+{"lr": 0.004999999999999988, "data_time": 0.008294572830200195, "loss": 0.3326640830934048, "loss_cls": 0.12677798263728618, "loss_bbox": 0.20588609963655471, "time": 0.3694197654724121, "epoch": 26, "iter": 37900, "memory": 9051, "step": 37900}
+{"lr": 0.004999999999999988, "data_time": 0.008164682388305665, "loss": 0.264516614228487, "loss_cls": 0.10366581417620183, "loss_bbox": 0.16085079856216908, "time": 0.3727383089065552, "epoch": 26, "iter": 37950, "memory": 9504, "step": 37950}
+{"lr": 0.004999999999999988, "data_time": 0.008148016929626465, "loss": 0.3100966998934746, "loss_cls": 0.11507946589961648, "loss_bbox": 0.19501723557710648, "time": 0.3659503412246704, "epoch": 26, "iter": 38000, "memory": 9306, "step": 38000}
+{"lr": 0.004999999999999988, "data_time": 0.008001275062561035, "loss": 0.27384169220924376, "loss_cls": 0.10078639497980475, "loss_bbox": 0.1730552963167429, "time": 0.36764232635498045, "epoch": 26, "iter": 38050, "memory": 9384, "step": 38050}
+{"lr": 0.004999999999999988, "data_time": 0.008394007682800292, "loss": 0.2551982310414314, "loss_cls": 0.09252440914511681, "loss_bbox": 0.16267382323741914, "time": 0.3680825185775757, "epoch": 26, "iter": 38100, "memory": 9398, "step": 38100}
+{"pascal_voc/mAP": 0.7252362966537476, "pascal_voc/AP50": 0.725, "data_time": 0.0017739760128613713, "time": 0.04315439654306105, "step": 26}
+{"lr": 0.004999999999999988, "data_time": 0.007644743919372559, "loss": 0.2633119414746761, "loss_cls": 0.09487589115276933, "loss_bbox": 0.168436051979661, "time": 0.3124497747421265, "epoch": 27, "iter": 38166, "memory": 9265, "step": 38166}
+{"lr": 0.004999999999999988, "data_time": 0.006328268051147461, "loss": 0.29212326467037203, "loss_cls": 0.11299412729218603, "loss_bbox": 0.17912913762032986, "time": 0.3115790176391602, "epoch": 27, "iter": 38216, "memory": 9634, "step": 38216}
+{"lr": 0.004999999999999988, "data_time": 0.006276721954345703, "loss": 0.30312878608703614, "loss_cls": 0.11438606958836317, "loss_bbox": 0.18874271854758262, "time": 0.31082409381866455, "epoch": 27, "iter": 38266, "memory": 9743, "step": 38266}
+{"lr": 0.004999999999999988, "data_time": 0.006324882507324219, "loss": 0.2790549203753471, "loss_cls": 0.10547379342839122, "loss_bbox": 0.17358112946152687, "time": 0.31783255577087405, "epoch": 27, "iter": 38316, "memory": 9911, "step": 38316}
+{"lr": 0.004999999999999988, "data_time": 0.006510424613952637, "loss": 0.34284992173314094, "loss_cls": 0.14004500512033702, "loss_bbox": 0.20280491665005684, "time": 0.31941488265991214, "epoch": 27, "iter": 38366, "memory": 9056, "step": 38366}
+{"lr": 0.004999999999999988, "data_time": 0.006140847206115723, "loss": 0.28777745500206947, "loss_cls": 0.1080921507626772, "loss_bbox": 0.17968530364334584, "time": 0.3116039562225342, "epoch": 27, "iter": 38416, "memory": 9603, "step": 38416}
+{"lr": 0.004999999999999988, "data_time": 0.006254644393920899, "loss": 0.3005728304386139, "loss_cls": 0.12188347022980452, "loss_bbox": 0.17868935838341712, "time": 0.31186336517333985, "epoch": 27, "iter": 38466, "memory": 9108, "step": 38466}
+{"lr": 0.004999999999999988, "data_time": 0.006297059059143066, "loss": 0.2706462372839451, "loss_cls": 0.10078854903578759, "loss_bbox": 0.16985768795013428, "time": 0.3109433698654175, "epoch": 27, "iter": 38516, "memory": 9051, "step": 38516}
+{"lr": 0.004999999999999988, "data_time": 0.006461863517761231, "loss": 0.2906838895380497, "loss_cls": 0.10853736434131861, "loss_bbox": 0.1821465264260769, "time": 0.3164572286605835, "epoch": 27, "iter": 38566, "memory": 9745, "step": 38566}
+{"lr": 0.004999999999999988, "data_time": 0.006374425888061523, "loss": 0.23783414512872697, "loss_cls": 0.08844862655736506, "loss_bbox": 0.14938552029430865, "time": 0.31712453365325927, "epoch": 27, "iter": 38616, "memory": 9556, "step": 38616}
+{"lr": 0.004999999999999988, "data_time": 0.006316518783569336, "loss": 0.2887968048453331, "loss_cls": 0.11278239760547876, "loss_bbox": 0.17601440832018853, "time": 0.3160200881958008, "epoch": 27, "iter": 38666, "memory": 9503, "step": 38666}
+{"lr": 0.004999999999999988, "data_time": 0.006315460205078125, "loss": 0.27228413075208663, "loss_cls": 0.0951050191000104, "loss_bbox": 0.17717911139130593, "time": 0.3166645860671997, "epoch": 27, "iter": 38716, "memory": 9050, "step": 38716}
+{"lr": 0.004999999999999988, "data_time": 0.006378293037414551, "loss": 0.3053139825165272, "loss_cls": 0.11718515984714031, "loss_bbox": 0.1881288219988346, "time": 0.31695165157318117, "epoch": 27, "iter": 38766, "memory": 9667, "step": 38766}
+{"lr": 0.004999999999999988, "data_time": 0.00632054328918457, "loss": 0.32103164568543435, "loss_cls": 0.13679264932870866, "loss_bbox": 0.18423899330198765, "time": 0.3140127754211426, "epoch": 27, "iter": 38816, "memory": 9150, "step": 38816}
+{"lr": 0.004999999999999988, "data_time": 0.006228294372558594, "loss": 0.2517032653093338, "loss_cls": 0.09027584794908762, "loss_bbox": 0.1614274175465107, "time": 0.31679104328155516, "epoch": 27, "iter": 38866, "memory": 9166, "step": 38866}
+{"lr": 0.004999999999999988, "data_time": 0.006402664184570313, "loss": 0.287795490026474, "loss_cls": 0.10477830175310374, "loss_bbox": 0.18301718801259995, "time": 0.31169504642486573, "epoch": 27, "iter": 38916, "memory": 9066, "step": 38916}
+{"lr": 0.004999999999999988, "data_time": 0.0063092708587646484, "loss": 0.2934585890173912, "loss_cls": 0.11743714530020952, "loss_bbox": 0.17602144330739974, "time": 0.3132197046279907, "epoch": 27, "iter": 38966, "memory": 9050, "step": 38966}
+{"lr": 0.004999999999999988, "data_time": 0.006366868019104004, "loss": 0.32829877123236656, "loss_cls": 0.1222592617198825, "loss_bbox": 0.20603951066732407, "time": 0.3180722379684448, "epoch": 27, "iter": 39016, "memory": 10046, "step": 39016}
+{"lr": 0.004999999999999988, "data_time": 0.006381111145019531, "loss": 0.2702345810830593, "loss_cls": 0.10199849765747786, "loss_bbox": 0.16823608241975307, "time": 0.31826319217681887, "epoch": 27, "iter": 39066, "memory": 9580, "step": 39066}
+{"lr": 0.004999999999999988, "data_time": 0.00636530876159668, "loss": 0.3148834393918514, "loss_cls": 0.12739524886012077, "loss_bbox": 0.18748818784952165, "time": 0.31345648765563966, "epoch": 27, "iter": 39116, "memory": 9050, "step": 39116}
+{"lr": 0.004999999999999988, "data_time": 0.0064820671081542965, "loss": 0.272573307454586, "loss_cls": 0.11178932774811984, "loss_bbox": 0.1607839810848236, "time": 0.3130217742919922, "epoch": 27, "iter": 39166, "memory": 9081, "step": 39166}
+{"lr": 0.004999999999999988, "data_time": 0.006162323951721191, "loss": 0.3438880018889904, "loss_cls": 0.13052468166686595, "loss_bbox": 0.21336332105100156, "time": 0.3176071929931641, "epoch": 27, "iter": 39216, "memory": 9516, "step": 39216}
+{"lr": 0.004999999999999988, "data_time": 0.006343622207641602, "loss": 0.24021544620394708, "loss_cls": 0.08535949397832156, "loss_bbox": 0.15485595285892487, "time": 0.3136985921859741, "epoch": 27, "iter": 39266, "memory": 9050, "step": 39266}
+{"lr": 0.004999999999999988, "data_time": 0.006269407272338867, "loss": 0.3395479576289654, "loss_cls": 0.14449107129126787, "loss_bbox": 0.19505688935518264, "time": 0.31707048892974854, "epoch": 27, "iter": 39316, "memory": 9177, "step": 39316}
+{"lr": 0.004999999999999988, "data_time": 0.006626181602478028, "loss": 0.3229010534286499, "loss_cls": 0.12772456396371126, "loss_bbox": 0.19517648547887803, "time": 0.31465002059936525, "epoch": 27, "iter": 39366, "memory": 10042, "step": 39366}
+{"lr": 0.004999999999999988, "data_time": 0.006235294342041016, "loss": 0.2957912291586399, "loss_cls": 0.11863473540171982, "loss_bbox": 0.17715649276971818, "time": 0.31745550632476804, "epoch": 27, "iter": 39416, "memory": 9283, "step": 39416}
+{"lr": 0.004999999999999988, "data_time": 0.00644287109375, "loss": 0.30967232123017313, "loss_cls": 0.1298095376044512, "loss_bbox": 0.17986278384923934, "time": 0.31875986099243164, "epoch": 27, "iter": 39466, "memory": 9057, "step": 39466}
+{"lr": 0.004999999999999988, "data_time": 0.00617577075958252, "loss": 0.2635321468114853, "loss_cls": 0.09814980409108102, "loss_bbox": 0.1653823434561491, "time": 0.31417255401611327, "epoch": 27, "iter": 39516, "memory": 9051, "step": 39516}
+{"lr": 0.004999999999999988, "data_time": 0.006363716125488281, "loss": 0.26081210061907767, "loss_cls": 0.09493923178873956, "loss_bbox": 0.16587286993861197, "time": 0.3180044984817505, "epoch": 27, "iter": 39566, "memory": 10439, "step": 39566}
+{"pascal_voc/mAP": 0.7224491834640503, "pascal_voc/AP50": 0.722, "data_time": 0.001674952315374681, "time": 0.04060187050692067, "step": 27}
+{"lr": 0.004999999999999988, "data_time": 0.007936587333679199, "loss": 0.2652084766328335, "loss_cls": 0.09652903775684535, "loss_bbox": 0.1686794391274452, "time": 0.3138211917877197, "epoch": 28, "iter": 39632, "memory": 9114, "step": 39632}
+{"lr": 0.004999999999999988, "data_time": 0.006518383026123047, "loss": 0.29090350076556204, "loss_cls": 0.11650105828419327, "loss_bbox": 0.17440244369208813, "time": 0.31102384090423585, "epoch": 28, "iter": 39682, "memory": 9504, "step": 39682}
+{"lr": 0.004999999999999988, "data_time": 0.006428399085998535, "loss": 0.2853910042345524, "loss_cls": 0.1079478604067117, "loss_bbox": 0.17744314402341843, "time": 0.3121639156341553, "epoch": 28, "iter": 39732, "memory": 9162, "step": 39732}
+{"lr": 0.004999999999999988, "data_time": 0.006267924308776856, "loss": 0.28267871782183646, "loss_cls": 0.1137453652266413, "loss_bbox": 0.16893335074186325, "time": 0.31462611198425294, "epoch": 28, "iter": 39782, "memory": 9092, "step": 39782}
+{"lr": 0.004999999999999988, "data_time": 0.006329283714294433, "loss": 0.30777149394154546, "loss_cls": 0.12276443691924215, "loss_bbox": 0.18500705771148204, "time": 0.31436127185821533, "epoch": 28, "iter": 39832, "memory": 9050, "step": 39832}
+{"lr": 0.004999999999999988, "data_time": 0.0061920881271362305, "loss": 0.29099218532443044, "loss_cls": 0.09919807439669967, "loss_bbox": 0.19179411232471466, "time": 0.31246176719665525, "epoch": 28, "iter": 39882, "memory": 10100, "step": 39882}
+{"lr": 0.004999999999999988, "data_time": 0.006178069114685059, "loss": 0.25557575903832913, "loss_cls": 0.09768668943084777, "loss_bbox": 0.15788906924426555, "time": 0.31091668605804446, "epoch": 28, "iter": 39932, "memory": 9053, "step": 39932}
+{"lr": 0.004999999999999988, "data_time": 0.006113567352294922, "loss": 0.2926958867907524, "loss_cls": 0.11457974038086832, "loss_bbox": 0.17811614722013475, "time": 0.31409965991973876, "epoch": 28, "iter": 39982, "memory": 9865, "step": 39982}
+{"lr": 0.004999999999999988, "data_time": 0.006333065032958984, "loss": 0.2559099905192852, "loss_cls": 0.08369844892993569, "loss_bbox": 0.17221154280006887, "time": 0.30781195640563963, "epoch": 28, "iter": 40032, "memory": 9082, "step": 40032}
+{"lr": 0.004999999999999988, "data_time": 0.006189179420471191, "loss": 0.2478338199853897, "loss_cls": 0.08019589550793171, "loss_bbox": 0.16763792365789412, "time": 0.3138150882720947, "epoch": 28, "iter": 40082, "memory": 9631, "step": 40082}
+{"lr": 0.004999999999999988, "data_time": 0.006242003440856934, "loss": 0.2716647706925869, "loss_cls": 0.09477129835635424, "loss_bbox": 0.17689347252249718, "time": 0.31186522006988526, "epoch": 28, "iter": 40132, "memory": 9242, "step": 40132}
+{"lr": 0.004999999999999988, "data_time": 0.00623250961303711, "loss": 0.3598571035265923, "loss_cls": 0.13927271332591773, "loss_bbox": 0.2205843887478113, "time": 0.31251557350158693, "epoch": 28, "iter": 40182, "memory": 9439, "step": 40182}
+{"lr": 0.004999999999999988, "data_time": 0.006341023445129395, "loss": 0.26241356670856475, "loss_cls": 0.1009638062864542, "loss_bbox": 0.16144976124167443, "time": 0.3105833625793457, "epoch": 28, "iter": 40232, "memory": 9139, "step": 40232}
+{"lr": 0.004999999999999988, "data_time": 0.0064090871810913086, "loss": 0.2715791939198971, "loss_cls": 0.09799372309818864, "loss_bbox": 0.1735854722559452, "time": 0.31717629432678224, "epoch": 28, "iter": 40282, "memory": 9190, "step": 40282}
+{"lr": 0.004999999999999988, "data_time": 0.0062692975997924805, "loss": 0.2968182237446308, "loss_cls": 0.10807483736425638, "loss_bbox": 0.18874338269233704, "time": 0.3092572593688965, "epoch": 28, "iter": 40332, "memory": 9248, "step": 40332}
+{"lr": 0.004999999999999988, "data_time": 0.006327729225158691, "loss": 0.2732288151979446, "loss_cls": 0.10326533651910723, "loss_bbox": 0.16996347852051258, "time": 0.312601580619812, "epoch": 28, "iter": 40382, "memory": 9740, "step": 40382}
+{"lr": 0.004999999999999988, "data_time": 0.006222624778747559, "loss": 0.2768825374543667, "loss_cls": 0.10575831013731658, "loss_bbox": 0.17112422868609428, "time": 0.3100441122055054, "epoch": 28, "iter": 40432, "memory": 9238, "step": 40432}
+{"lr": 0.004999999999999988, "data_time": 0.0061920595169067385, "loss": 0.26952360540628434, "loss_cls": 0.10723714087158441, "loss_bbox": 0.16228646501898766, "time": 0.31302565574645996, "epoch": 28, "iter": 40482, "memory": 9100, "step": 40482}
+{"lr": 0.004999999999999988, "data_time": 0.0077004671096801754, "loss": 0.2793249194324017, "loss_cls": 0.11203016687184572, "loss_bbox": 0.16729475289583207, "time": 0.3140678310394287, "epoch": 28, "iter": 40532, "memory": 9049, "step": 40532}
+{"lr": 0.004999999999999988, "data_time": 0.007586355209350586, "loss": 0.25781837955117226, "loss_cls": 0.09385130576789379, "loss_bbox": 0.16396707423031331, "time": 0.31470499515533445, "epoch": 28, "iter": 40582, "memory": 9444, "step": 40582}
+{"lr": 0.004999999999999988, "data_time": 0.007758793830871582, "loss": 0.30704712435603143, "loss_cls": 0.11826763669028878, "loss_bbox": 0.18877948939800263, "time": 0.3147198438644409, "epoch": 28, "iter": 40632, "memory": 9240, "step": 40632}
+{"lr": 0.004999999999999988, "data_time": 0.007495112419128418, "loss": 0.2880281762778759, "loss_cls": 0.12038516665808857, "loss_bbox": 0.16764301106333732, "time": 0.31762259006500243, "epoch": 28, "iter": 40682, "memory": 9875, "step": 40682}
+{"lr": 0.004999999999999988, "data_time": 0.00757288932800293, "loss": 0.3287917324900627, "loss_cls": 0.14242323949933053, "loss_bbox": 0.18636849239468575, "time": 0.3132392740249634, "epoch": 28, "iter": 40732, "memory": 9257, "step": 40732}
+{"lr": 0.004999999999999988, "data_time": 0.007577047348022461, "loss": 0.28820760145783425, "loss_cls": 0.10466720508411527, "loss_bbox": 0.18354039669036865, "time": 0.31421873569488523, "epoch": 28, "iter": 40782, "memory": 9127, "step": 40782}
+{"lr": 0.004999999999999988, "data_time": 0.007820935249328613, "loss": 0.26995941787958144, "loss_cls": 0.09054449941962957, "loss_bbox": 0.179414921477437, "time": 0.3171330404281616, "epoch": 28, "iter": 40832, "memory": 9050, "step": 40832}
+{"lr": 0.004999999999999988, "data_time": 0.007643952369689942, "loss": 0.25835431307554246, "loss_cls": 0.0851748088747263, "loss_bbox": 0.1731795024871826, "time": 0.31572713851928713, "epoch": 28, "iter": 40882, "memory": 9285, "step": 40882}
+{"lr": 0.004999999999999988, "data_time": 0.007720699310302734, "loss": 0.26187615931034086, "loss_cls": 0.09819777494296432, "loss_bbox": 0.1636783865094185, "time": 0.3161602544784546, "epoch": 28, "iter": 40932, "memory": 9049, "step": 40932}
+{"lr": 0.004999999999999988, "data_time": 0.007529034614562989, "loss": 0.29248959839344024, "loss_cls": 0.11930778283625841, "loss_bbox": 0.17318181321024895, "time": 0.3126663541793823, "epoch": 28, "iter": 40982, "memory": 9375, "step": 40982}
+{"lr": 0.004999999999999988, "data_time": 0.007708420753479004, "loss": 0.3285737781226635, "loss_cls": 0.12958948493003844, "loss_bbox": 0.1989842937886715, "time": 0.31680788040161134, "epoch": 28, "iter": 41032, "memory": 13525, "step": 41032}
+{"pascal_voc/mAP": 0.724838376045227, "pascal_voc/AP50": 0.725, "data_time": 0.0017382114394808984, "time": 0.040690844568959376, "step": 28}
+{"lr": 0.0004999999999999988, "data_time": 0.007528104782104492, "loss": 0.2772732485830784, "loss_cls": 0.09902423821389675, "loss_bbox": 0.17824901200830937, "time": 0.3117737007141113, "epoch": 29, "iter": 41098, "memory": 9256, "step": 41098}
+{"lr": 0.0004999999999999988, "data_time": 0.006426825523376465, "loss": 0.2742202128469944, "loss_cls": 0.1048359495960176, "loss_bbox": 0.1693842623382807, "time": 0.31253710746765134, "epoch": 29, "iter": 41148, "memory": 10207, "step": 41148}
+{"lr": 0.0004999999999999988, "data_time": 0.005945596694946289, "loss": 0.27028585329651833, "loss_cls": 0.09800757583230733, "loss_bbox": 0.17227827712893487, "time": 0.3133616542816162, "epoch": 29, "iter": 41198, "memory": 9049, "step": 41198}
+{"lr": 0.0004999999999999988, "data_time": 0.006180305480957032, "loss": 0.23416848950088023, "loss_cls": 0.08080040886998177, "loss_bbox": 0.15336807951331138, "time": 0.3123447418212891, "epoch": 29, "iter": 41248, "memory": 10221, "step": 41248}
+{"lr": 0.0004999999999999988, "data_time": 0.006271076202392578, "loss": 0.22333567939698695, "loss_cls": 0.08347128764726222, "loss_bbox": 0.13986439026892186, "time": 0.31074790477752684, "epoch": 29, "iter": 41298, "memory": 9125, "step": 41298}
+{"lr": 0.0004999999999999988, "data_time": 0.006281204223632812, "loss": 0.2421287126839161, "loss_cls": 0.08405598192475736, "loss_bbox": 0.1580727319419384, "time": 0.31086541652679445, "epoch": 29, "iter": 41348, "memory": 9599, "step": 41348}
+{"lr": 0.0004999999999999988, "data_time": 0.00611595630645752, "loss": 0.2808381963521242, "loss_cls": 0.10453567111864687, "loss_bbox": 0.17630252614617348, "time": 0.31418939113616945, "epoch": 29, "iter": 41398, "memory": 9486, "step": 41398}
+{"lr": 0.0004999999999999988, "data_time": 0.006160111427307129, "loss": 0.23928614035248758, "loss_cls": 0.08066584918648005, "loss_bbox": 0.1586202922463417, "time": 0.30851916790008543, "epoch": 29, "iter": 41448, "memory": 10444, "step": 41448}
+{"lr": 0.0004999999999999988, "data_time": 0.0063190746307373044, "loss": 0.23641685098409654, "loss_cls": 0.07861414550803601, "loss_bbox": 0.15780270650982856, "time": 0.3099007797241211, "epoch": 29, "iter": 41498, "memory": 9051, "step": 41498}
+{"lr": 0.0004999999999999988, "data_time": 0.006191906929016114, "loss": 0.22138848453760146, "loss_cls": 0.0726290770340711, "loss_bbox": 0.14875940747559072, "time": 0.3088554859161377, "epoch": 29, "iter": 41548, "memory": 9050, "step": 41548}
+{"lr": 0.0004999999999999988, "data_time": 0.006090025901794433, "loss": 0.25264541059732437, "loss_cls": 0.08674279077909887, "loss_bbox": 0.16590261772274972, "time": 0.31155526638031006, "epoch": 29, "iter": 41598, "memory": 9051, "step": 41598}
+{"lr": 0.0004999999999999988, "data_time": 0.006228508949279785, "loss": 0.2828119515627623, "loss_cls": 0.10279281036928296, "loss_bbox": 0.18001913957297802, "time": 0.31082490921020506, "epoch": 29, "iter": 41648, "memory": 9251, "step": 41648}
+{"lr": 0.0004999999999999988, "data_time": 0.0063107872009277345, "loss": 0.25660638228058813, "loss_cls": 0.09126819141209125, "loss_bbox": 0.16533818952739238, "time": 0.31112477302551267, "epoch": 29, "iter": 41698, "memory": 10441, "step": 41698}
+{"lr": 0.0004999999999999988, "data_time": 0.006213788986206055, "loss": 0.2289811420440674, "loss_cls": 0.07606049030087889, "loss_bbox": 0.15292065151035786, "time": 0.31221317291259765, "epoch": 29, "iter": 41748, "memory": 9481, "step": 41748}
+{"lr": 0.0004999999999999988, "data_time": 0.006515951156616211, "loss": 0.2319132651388645, "loss_cls": 0.07927450546994805, "loss_bbox": 0.15263876087963582, "time": 0.3085362386703491, "epoch": 29, "iter": 41798, "memory": 9122, "step": 41798}
+{"lr": 0.0004999999999999988, "data_time": 0.007768855094909668, "loss": 0.24464951433241366, "loss_cls": 0.08650892755948007, "loss_bbox": 0.15814058549702167, "time": 0.31673239707946776, "epoch": 29, "iter": 41848, "memory": 9052, "step": 41848}
+{"lr": 0.0004999999999999988, "data_time": 0.007646169662475586, "loss": 0.22127702988684178, "loss_cls": 0.08186324590817094, "loss_bbox": 0.1394137840718031, "time": 0.3152494192123413, "epoch": 29, "iter": 41898, "memory": 9226, "step": 41898}
+{"lr": 0.0004999999999999988, "data_time": 0.00748349666595459, "loss": 0.2131172576546669, "loss_cls": 0.06773146139457822, "loss_bbox": 0.1453857957571745, "time": 0.3128788995742798, "epoch": 29, "iter": 41948, "memory": 9127, "step": 41948}
+{"lr": 0.0004999999999999988, "data_time": 0.007584867477416993, "loss": 0.21187093123793602, "loss_cls": 0.06543355987407268, "loss_bbox": 0.1464373716711998, "time": 0.3132486438751221, "epoch": 29, "iter": 41998, "memory": 9053, "step": 41998}
+{"lr": 0.0004999999999999988, "data_time": 0.007748465538024902, "loss": 0.21250372759997846, "loss_cls": 0.06658161823637783, "loss_bbox": 0.14592211186885834, "time": 0.3169729804992676, "epoch": 29, "iter": 42048, "memory": 9051, "step": 42048}
+{"lr": 0.0004999999999999988, "data_time": 0.007954521179199219, "loss": 0.22437946900725364, "loss_cls": 0.07997302540577948, "loss_bbox": 0.14440644331276417, "time": 0.31699843406677247, "epoch": 29, "iter": 42098, "memory": 9097, "step": 42098}
+{"lr": 0.0004999999999999988, "data_time": 0.0075632667541503905, "loss": 0.21030837632715702, "loss_cls": 0.06783493239898235, "loss_bbox": 0.14247344300150871, "time": 0.3187665414810181, "epoch": 29, "iter": 42148, "memory": 9050, "step": 42148}
+{"lr": 0.0004999999999999988, "data_time": 0.0075264453887939455, "loss": 0.22224732115864754, "loss_cls": 0.0756462761061266, "loss_bbox": 0.14660104669630528, "time": 0.31406468868255616, "epoch": 29, "iter": 42198, "memory": 9169, "step": 42198}
+{"lr": 0.0004999999999999988, "data_time": 0.007915973663330078, "loss": 0.24614981144666673, "loss_cls": 0.0878357616160065, "loss_bbox": 0.15831404991447925, "time": 0.31779693603515624, "epoch": 29, "iter": 42248, "memory": 9051, "step": 42248}
+{"lr": 0.0004999999999999988, "data_time": 0.007783880233764648, "loss": 0.2345762585103512, "loss_cls": 0.08282721125986427, "loss_bbox": 0.15174904726445676, "time": 0.3178681230545044, "epoch": 29, "iter": 42298, "memory": 9049, "step": 42298}
+{"lr": 0.0004999999999999988, "data_time": 0.007700982093811035, "loss": 0.2503844876587391, "loss_cls": 0.08592196097597479, "loss_bbox": 0.16446252681314946, "time": 0.3158081436157227, "epoch": 29, "iter": 42348, "memory": 10025, "step": 42348}
+{"lr": 0.0004999999999999988, "data_time": 0.007873468399047852, "loss": 0.20216544337570666, "loss_cls": 0.06769341529347002, "loss_bbox": 0.13447202660143376, "time": 0.3157185935974121, "epoch": 29, "iter": 42398, "memory": 9058, "step": 42398}
+{"lr": 0.0004999999999999988, "data_time": 0.007750635147094727, "loss": 0.231656711101532, "loss_cls": 0.07777303915470839, "loss_bbox": 0.1538836720585823, "time": 0.31683355808258057, "epoch": 29, "iter": 42448, "memory": 9063, "step": 42448}
+{"lr": 0.0004999999999999988, "data_time": 0.00786972999572754, "loss": 0.24667852446436883, "loss_cls": 0.08281418410129845, "loss_bbox": 0.1638643393665552, "time": 0.31796650409698485, "epoch": 29, "iter": 42498, "memory": 9318, "step": 42498}
+{"pascal_voc/mAP": 0.7712074518203735, "pascal_voc/AP50": 0.771, "data_time": 0.0017651844901674775, "time": 0.03940424550456637, "step": 29}
+{"lr": 0.0004999999999999988, "data_time": 0.00931180477142334, "loss": 0.23376925505697727, "loss_cls": 0.07646466980688274, "loss_bbox": 0.1573045837879181, "time": 0.3633475494384766, "epoch": 30, "iter": 42564, "memory": 9173, "step": 42564}
+{"lr": 0.0004999999999999988, "data_time": 0.007665233612060547, "loss": 0.20956795424222946, "loss_cls": 0.06454597902484238, "loss_bbox": 0.14502197556197644, "time": 0.35158237457275393, "epoch": 30, "iter": 42614, "memory": 9644, "step": 42614}
+{"lr": 0.0004999999999999988, "data_time": 0.008077178001403808, "loss": 0.2397955359518528, "loss_cls": 0.08233764380216599, "loss_bbox": 0.15745789304375649, "time": 0.3708739948272705, "epoch": 30, "iter": 42664, "memory": 9049, "step": 42664}
+{"lr": 0.0004999999999999988, "data_time": 0.007822346687316895, "loss": 0.20707352191209794, "loss_cls": 0.0686488748062402, "loss_bbox": 0.13842464700341225, "time": 0.36540653705596926, "epoch": 30, "iter": 42714, "memory": 9250, "step": 42714}
+{"lr": 0.0004999999999999988, "data_time": 0.007925424575805664, "loss": 0.2346697771549225, "loss_cls": 0.07851466744206846, "loss_bbox": 0.1561551109701395, "time": 0.37035748958587644, "epoch": 30, "iter": 42764, "memory": 9485, "step": 42764}
+{"lr": 0.0004999999999999988, "data_time": 0.0077385854721069335, "loss": 0.24516075864434242, "loss_cls": 0.08769151162356138, "loss_bbox": 0.15746924646198748, "time": 0.3660026216506958, "epoch": 30, "iter": 42814, "memory": 9049, "step": 42814}
+{"lr": 0.0004999999999999988, "data_time": 0.0077981710433959964, "loss": 0.21567224100232124, "loss_cls": 0.07404889811761678, "loss_bbox": 0.141623342782259, "time": 0.3742112731933594, "epoch": 30, "iter": 42864, "memory": 9752, "step": 42864}
+{"lr": 0.0004999999999999988, "data_time": 0.007792205810546875, "loss": 0.2529122677445412, "loss_cls": 0.07987945850938559, "loss_bbox": 0.17303280971944332, "time": 0.36491127967834475, "epoch": 30, "iter": 42914, "memory": 9050, "step": 42914}
+{"lr": 0.0004999999999999988, "data_time": 0.00804431438446045, "loss": 0.24359764218330382, "loss_cls": 0.08161990249995142, "loss_bbox": 0.16197774097323417, "time": 0.36567369937896727, "epoch": 30, "iter": 42964, "memory": 10329, "step": 42964}
+{"lr": 0.0004999999999999988, "data_time": 0.007915472984313965, "loss": 0.22645114727318286, "loss_cls": 0.06962141768075526, "loss_bbox": 0.15682972952723503, "time": 0.3664931631088257, "epoch": 30, "iter": 43014, "memory": 9206, "step": 43014}
+{"lr": 0.0004999999999999988, "data_time": 0.0078101825714111325, "loss": 0.19523851178586482, "loss_cls": 0.060270753470249475, "loss_bbox": 0.1349677573889494, "time": 0.36667709350585936, "epoch": 30, "iter": 43064, "memory": 9049, "step": 43064}
+{"lr": 0.0004999999999999988, "data_time": 0.008006091117858887, "loss": 0.2120540201663971, "loss_cls": 0.06885001744143665, "loss_bbox": 0.14320400349795817, "time": 0.3672166156768799, "epoch": 30, "iter": 43114, "memory": 9050, "step": 43114}
+{"lr": 0.0004999999999999988, "data_time": 0.008041443824768067, "loss": 0.2318837310373783, "loss_cls": 0.08282729649916291, "loss_bbox": 0.14905643291771412, "time": 0.36102728366851805, "epoch": 30, "iter": 43164, "memory": 9515, "step": 43164}
+{"lr": 0.0004999999999999988, "data_time": 0.007893991470336915, "loss": 0.23370398066937922, "loss_cls": 0.07726514276117086, "loss_bbox": 0.1564388360828161, "time": 0.3671689796447754, "epoch": 30, "iter": 43214, "memory": 9270, "step": 43214}
+{"lr": 0.0004999999999999988, "data_time": 0.007847180366516113, "loss": 0.2280884625762701, "loss_cls": 0.07700936125591397, "loss_bbox": 0.15107910238206387, "time": 0.36253254413604735, "epoch": 30, "iter": 43264, "memory": 10619, "step": 43264}
+{"lr": 0.0004999999999999988, "data_time": 0.008046870231628417, "loss": 0.2541912753134966, "loss_cls": 0.09014279445633293, "loss_bbox": 0.16404848106205464, "time": 0.36210687160491944, "epoch": 30, "iter": 43314, "memory": 9103, "step": 43314}
+{"lr": 0.0004999999999999988, "data_time": 0.007803730964660645, "loss": 0.25256611861288547, "loss_cls": 0.08244134732056409, "loss_bbox": 0.17012477196753026, "time": 0.3644151210784912, "epoch": 30, "iter": 43364, "memory": 9199, "step": 43364}
+{"lr": 0.0004999999999999988, "data_time": 0.008087778091430664, "loss": 0.24705392330884934, "loss_cls": 0.08612929207272828, "loss_bbox": 0.16092463113367558, "time": 0.3677311706542969, "epoch": 30, "iter": 43414, "memory": 9322, "step": 43414}
+{"lr": 0.0004999999999999988, "data_time": 0.007802920341491699, "loss": 0.2491368019580841, "loss_cls": 0.08571512983180582, "loss_bbox": 0.16342167057096957, "time": 0.36241621494293214, "epoch": 30, "iter": 43464, "memory": 9207, "step": 43464}
+{"lr": 0.0004999999999999988, "data_time": 0.007883834838867187, "loss": 0.2612872153520584, "loss_cls": 0.08632603597361595, "loss_bbox": 0.17496117755770682, "time": 0.36604506969451905, "epoch": 30, "iter": 43514, "memory": 10606, "step": 43514}
+{"lr": 0.0004999999999999988, "data_time": 0.008018217086791991, "loss": 0.2422271094471216, "loss_cls": 0.0856766031915322, "loss_bbox": 0.15655050694942474, "time": 0.3615340805053711, "epoch": 30, "iter": 43564, "memory": 9628, "step": 43564}
+{"lr": 0.0004999999999999988, "data_time": 0.00794334888458252, "loss": 0.28245393320918083, "loss_cls": 0.10097254065796733, "loss_bbox": 0.18148139208555222, "time": 0.3651975154876709, "epoch": 30, "iter": 43614, "memory": 10226, "step": 43614}
+{"lr": 0.0004999999999999988, "data_time": 0.007913885116577148, "loss": 0.2644873975217342, "loss_cls": 0.08853826970793306, "loss_bbox": 0.17594912722706796, "time": 0.3671166944503784, "epoch": 30, "iter": 43664, "memory": 9335, "step": 43664}
+{"lr": 0.0004999999999999988, "data_time": 0.007817378044128418, "loss": 0.18662760503590106, "loss_cls": 0.056918677631765606, "loss_bbox": 0.12970892928540706, "time": 0.365647120475769, "epoch": 30, "iter": 43714, "memory": 9048, "step": 43714}
+{"lr": 0.0004999999999999988, "data_time": 0.007831788063049317, "loss": 0.23522109061479568, "loss_cls": 0.07941984184086323, "loss_bbox": 0.1558012484014034, "time": 0.3666041135787964, "epoch": 30, "iter": 43764, "memory": 9048, "step": 43764}
+{"lr": 0.0004999999999999988, "data_time": 0.007722935676574707, "loss": 0.19049027569592, "loss_cls": 0.057961051715537906, "loss_bbox": 0.13252922408282758, "time": 0.3673821258544922, "epoch": 30, "iter": 43814, "memory": 9110, "step": 43814}
+{"lr": 0.0004999999999999988, "data_time": 0.007869606018066405, "loss": 0.2158428004384041, "loss_cls": 0.07156105041038245, "loss_bbox": 0.1442817498743534, "time": 0.3691773509979248, "epoch": 30, "iter": 43864, "memory": 9138, "step": 43864}
+{"lr": 0.0004999999999999988, "data_time": 0.007706856727600098, "loss": 0.2600910745561123, "loss_cls": 0.08575186344794929, "loss_bbox": 0.1743392114341259, "time": 0.36240033149719236, "epoch": 30, "iter": 43914, "memory": 9556, "step": 43914}
+{"lr": 0.0004999999999999988, "data_time": 0.00791259765625, "loss": 0.25950503192842006, "loss_cls": 0.09557826347183436, "loss_bbox": 0.1639267672598362, "time": 0.3610559940338135, "epoch": 30, "iter": 43964, "memory": 9478, "step": 43964}
+{"pascal_voc/mAP": 0.7737132906913757, "pascal_voc/AP50": 0.774, "data_time": 0.0017549730938851672, "time": 0.03900237003853925, "step": 30}
+{"lr": 0.0004999999999999988, "data_time": 0.007706184387207032, "loss": 0.2563954506069422, "loss_cls": 0.0898940054513514, "loss_bbox": 0.1665014445781708, "time": 0.3093394231796265, "epoch": 31, "iter": 44030, "memory": 9329, "step": 44030}
+{"lr": 0.0004999999999999988, "data_time": 0.006287412643432617, "loss": 0.17934204280376434, "loss_cls": 0.05450644196942449, "loss_bbox": 0.12483560100197792, "time": 0.3126021242141724, "epoch": 31, "iter": 44080, "memory": 9148, "step": 44080}
+{"lr": 0.0004999999999999988, "data_time": 0.00628028392791748, "loss": 0.245980689227581, "loss_cls": 0.08482254026457667, "loss_bbox": 0.16115814723074437, "time": 0.3083493185043335, "epoch": 31, "iter": 44130, "memory": 9487, "step": 44130}
+{"lr": 0.0004999999999999988, "data_time": 0.0061908912658691405, "loss": 0.2724343128502369, "loss_cls": 0.09894651394337416, "loss_bbox": 0.17348779566586017, "time": 0.311908483505249, "epoch": 31, "iter": 44180, "memory": 9610, "step": 44180}
+{"lr": 0.0004999999999999988, "data_time": 0.0062762022018432615, "loss": 0.21335213221609592, "loss_cls": 0.07108507426455617, "loss_bbox": 0.14226705767214298, "time": 0.3138385105133057, "epoch": 31, "iter": 44230, "memory": 9652, "step": 44230}
+{"lr": 0.0004999999999999988, "data_time": 0.0059895658493041995, "loss": 0.19238190174102784, "loss_cls": 0.05542261692462489, "loss_bbox": 0.13695928514003752, "time": 0.30963495254516604, "epoch": 31, "iter": 44280, "memory": 9172, "step": 44280}
+{"lr": 0.0004999999999999988, "data_time": 0.006163015365600586, "loss": 0.2727576081454754, "loss_cls": 0.09612041866406798, "loss_bbox": 0.17663718916475774, "time": 0.3093752098083496, "epoch": 31, "iter": 44330, "memory": 10144, "step": 44330}
+{"lr": 0.0004999999999999988, "data_time": 0.006217174530029297, "loss": 0.22082116313278674, "loss_cls": 0.0721694092079997, "loss_bbox": 0.1486517535895109, "time": 0.31126746654510495, "epoch": 31, "iter": 44380, "memory": 9188, "step": 44380}
+{"lr": 0.0004999999999999988, "data_time": 0.0062457466125488284, "loss": 0.22446012780070304, "loss_cls": 0.06846471857745201, "loss_bbox": 0.1559954074025154, "time": 0.3117621278762817, "epoch": 31, "iter": 44430, "memory": 9049, "step": 44430}
+{"lr": 0.0004999999999999988, "data_time": 0.006028485298156738, "loss": 0.18822704762220382, "loss_cls": 0.05798753988929093, "loss_bbox": 0.13023950815200805, "time": 0.3129397678375244, "epoch": 31, "iter": 44480, "memory": 9051, "step": 44480}
+{"lr": 0.0004999999999999988, "data_time": 0.00609532356262207, "loss": 0.25091036930680277, "loss_cls": 0.08538347649388016, "loss_bbox": 0.1655268920958042, "time": 0.31235575199127197, "epoch": 31, "iter": 44530, "memory": 10008, "step": 44530}
+{"lr": 0.0004999999999999988, "data_time": 0.006152725219726563, "loss": 0.2609226436167955, "loss_cls": 0.0869834968354553, "loss_bbox": 0.17393914505839347, "time": 0.31146572589874266, "epoch": 31, "iter": 44580, "memory": 9141, "step": 44580}
+{"lr": 0.0004999999999999988, "data_time": 0.006305084228515625, "loss": 0.23814331389963628, "loss_cls": 0.09838655922561884, "loss_bbox": 0.1397567553073168, "time": 0.3127837944030762, "epoch": 31, "iter": 44630, "memory": 9554, "step": 44630}
+{"lr": 0.0004999999999999988, "data_time": 0.007037725448608399, "loss": 0.21610826633870603, "loss_cls": 0.07146786294877529, "loss_bbox": 0.1446404030919075, "time": 0.31158666133880614, "epoch": 31, "iter": 44680, "memory": 9051, "step": 44680}
+{"lr": 0.0004999999999999988, "data_time": 0.00783803939819336, "loss": 0.18338214434683323, "loss_cls": 0.0585042337467894, "loss_bbox": 0.1248779108375311, "time": 0.3154321813583374, "epoch": 31, "iter": 44730, "memory": 9958, "step": 44730}
+{"lr": 0.0004999999999999988, "data_time": 0.007638440132141113, "loss": 0.22150053329765795, "loss_cls": 0.07548450105590745, "loss_bbox": 0.14601603165268898, "time": 0.3138251686096191, "epoch": 31, "iter": 44780, "memory": 9050, "step": 44780}
+{"lr": 0.0004999999999999988, "data_time": 0.007823553085327149, "loss": 0.2353791829943657, "loss_cls": 0.0750944002903998, "loss_bbox": 0.16028478100895882, "time": 0.3117524003982544, "epoch": 31, "iter": 44830, "memory": 9051, "step": 44830}
+{"lr": 0.0004999999999999988, "data_time": 0.007552003860473633, "loss": 0.19652505084872246, "loss_cls": 0.06699177932925522, "loss_bbox": 0.12953327246010304, "time": 0.3149933862686157, "epoch": 31, "iter": 44880, "memory": 9082, "step": 44880}
+{"lr": 0.0004999999999999988, "data_time": 0.00745213508605957, "loss": 0.223700210750103, "loss_cls": 0.08077150105964392, "loss_bbox": 0.14292871028184892, "time": 0.3159075975418091, "epoch": 31, "iter": 44930, "memory": 9206, "step": 44930}
+{"lr": 0.0004999999999999988, "data_time": 0.007504258155822754, "loss": 0.1922201954573393, "loss_cls": 0.06005657016765326, "loss_bbox": 0.13216362528502942, "time": 0.3162064456939697, "epoch": 31, "iter": 44980, "memory": 9275, "step": 44980}
+{"lr": 0.0004999999999999988, "data_time": 0.007720608711242676, "loss": 0.24997828133404254, "loss_cls": 0.08101160356774927, "loss_bbox": 0.168966676145792, "time": 0.3141453218460083, "epoch": 31, "iter": 45030, "memory": 9340, "step": 45030}
+{"lr": 0.0004999999999999988, "data_time": 0.0075342321395874025, "loss": 0.26145205050706866, "loss_cls": 0.09049021780025214, "loss_bbox": 0.17096183225512504, "time": 0.3105900573730469, "epoch": 31, "iter": 45080, "memory": 9285, "step": 45080}
+{"lr": 0.0004999999999999988, "data_time": 0.00744051456451416, "loss": 0.23039594829082488, "loss_cls": 0.07099666800582781, "loss_bbox": 0.15939928211271762, "time": 0.3144510746002197, "epoch": 31, "iter": 45130, "memory": 10314, "step": 45130}
+{"lr": 0.0004999999999999988, "data_time": 0.007448468208312988, "loss": 0.19495327450335026, "loss_cls": 0.059330757800489665, "loss_bbox": 0.13562251649796964, "time": 0.3166683292388916, "epoch": 31, "iter": 45180, "memory": 9050, "step": 45180}
+{"lr": 0.0004999999999999988, "data_time": 0.0077228832244873044, "loss": 0.16814143575727938, "loss_cls": 0.04440190457273275, "loss_bbox": 0.12373953245580196, "time": 0.3182215404510498, "epoch": 31, "iter": 45230, "memory": 9904, "step": 45230}
+{"lr": 0.0004999999999999988, "data_time": 0.007731180191040039, "loss": 0.22989296913146973, "loss_cls": 0.08026920863427221, "loss_bbox": 0.1496237601339817, "time": 0.3151283359527588, "epoch": 31, "iter": 45280, "memory": 9280, "step": 45280}
+{"lr": 0.0004999999999999988, "data_time": 0.007402486801147461, "loss": 0.19875614129006863, "loss_cls": 0.06240023008547723, "loss_bbox": 0.13635590851306914, "time": 0.311540846824646, "epoch": 31, "iter": 45330, "memory": 9246, "step": 45330}
+{"lr": 0.0004999999999999988, "data_time": 0.00755620002746582, "loss": 0.22734104782342912, "loss_cls": 0.07776324819773435, "loss_bbox": 0.14957779943943023, "time": 0.315096378326416, "epoch": 31, "iter": 45380, "memory": 9171, "step": 45380}
+{"lr": 0.0004999999999999988, "data_time": 0.007576127052307129, "loss": 0.20117516726255416, "loss_cls": 0.06259511366486549, "loss_bbox": 0.1385800565779209, "time": 0.3120425748825073, "epoch": 31, "iter": 45430, "memory": 9051, "step": 45430}
+{"pascal_voc/mAP": 0.7791460752487183, "pascal_voc/AP50": 0.779, "data_time": 0.0017505699834641708, "time": 0.039759063184748554, "step": 31}
+{"lr": 0.0004999999999999988, "data_time": 0.0073887062072753905, "loss": 0.24159663312137128, "loss_cls": 0.0787923753913492, "loss_bbox": 0.16280425883829594, "time": 0.3163470840454102, "epoch": 32, "iter": 45496, "memory": 9127, "step": 45496}
+{"lr": 0.0004999999999999988, "data_time": 0.006331830024719238, "loss": 0.24630951203405857, "loss_cls": 0.07869823393411934, "loss_bbox": 0.16761128053069116, "time": 0.30886995792388916, "epoch": 32, "iter": 45546, "memory": 9848, "step": 45546}
+{"lr": 0.0004999999999999988, "data_time": 0.007256531715393066, "loss": 0.2329963628947735, "loss_cls": 0.07194831978529692, "loss_bbox": 0.1610480435192585, "time": 0.31577417373657224, "epoch": 32, "iter": 45596, "memory": 9050, "step": 45596}
+{"lr": 0.0004999999999999988, "data_time": 0.007534542083740234, "loss": 0.24656882122159005, "loss_cls": 0.08342471458949148, "loss_bbox": 0.16314410574734212, "time": 0.3143622398376465, "epoch": 32, "iter": 45646, "memory": 9086, "step": 45646}
+{"lr": 0.0004999999999999988, "data_time": 0.00797586441040039, "loss": 0.22400505766272544, "loss_cls": 0.07217612312175334, "loss_bbox": 0.15182893447577953, "time": 0.31339354038238526, "epoch": 32, "iter": 45696, "memory": 9051, "step": 45696}
+{"lr": 0.0004999999999999988, "data_time": 0.007854423522949218, "loss": 0.22507628604769706, "loss_cls": 0.07274899333249778, "loss_bbox": 0.1523272916674614, "time": 0.3202828502655029, "epoch": 32, "iter": 45746, "memory": 9146, "step": 45746}
+{"lr": 0.0004999999999999988, "data_time": 0.007843327522277833, "loss": 0.21015870697796346, "loss_cls": 0.06274938276503235, "loss_bbox": 0.1474093261361122, "time": 0.3119166278839111, "epoch": 32, "iter": 45796, "memory": 9077, "step": 45796}
+{"lr": 0.0004999999999999988, "data_time": 0.00795562744140625, "loss": 0.2279501234740019, "loss_cls": 0.07671294271014631, "loss_bbox": 0.15123718224465846, "time": 0.31937877655029295, "epoch": 32, "iter": 45846, "memory": 9050, "step": 45846}
+{"lr": 0.0004999999999999988, "data_time": 0.007933006286621094, "loss": 0.2322748804092407, "loss_cls": 0.07105778253637254, "loss_bbox": 0.16121709868311881, "time": 0.315845685005188, "epoch": 32, "iter": 45896, "memory": 9083, "step": 45896}
+{"lr": 0.0004999999999999988, "data_time": 0.007877001762390137, "loss": 0.22808065727353097, "loss_cls": 0.07528727626428008, "loss_bbox": 0.15279338262975217, "time": 0.3151048231124878, "epoch": 32, "iter": 45946, "memory": 9053, "step": 45946}
+{"lr": 0.0004999999999999988, "data_time": 0.007734966278076172, "loss": 0.23808640986680984, "loss_cls": 0.07706852212548256, "loss_bbox": 0.16101788789033888, "time": 0.3152644205093384, "epoch": 32, "iter": 45996, "memory": 9409, "step": 45996}
+{"lr": 0.0004999999999999988, "data_time": 0.007565011978149414, "loss": 0.22921429455280304, "loss_cls": 0.07729849553667009, "loss_bbox": 0.1519158010929823, "time": 0.31588881969451904, "epoch": 32, "iter": 46046, "memory": 9064, "step": 46046}
+{"lr": 0.0004999999999999988, "data_time": 0.007573266029357911, "loss": 0.25075770005583764, "loss_cls": 0.07905738822184503, "loss_bbox": 0.17170031160116195, "time": 0.310014910697937, "epoch": 32, "iter": 46096, "memory": 9206, "step": 46096}
+{"lr": 0.0004999999999999988, "data_time": 0.00766057014465332, "loss": 0.27460325345396996, "loss_cls": 0.09418572128284723, "loss_bbox": 0.18041753239929675, "time": 0.31668187618255617, "epoch": 32, "iter": 46146, "memory": 11323, "step": 46146}
+{"lr": 0.0004999999999999988, "data_time": 0.007803173065185547, "loss": 0.24664138346910477, "loss_cls": 0.08044945294968783, "loss_bbox": 0.16619193069636823, "time": 0.3164593505859375, "epoch": 32, "iter": 46196, "memory": 9397, "step": 46196}
+{"lr": 0.0004999999999999988, "data_time": 0.007865657806396484, "loss": 0.2160601070523262, "loss_cls": 0.07226513214409351, "loss_bbox": 0.14379497654736043, "time": 0.3190741395950317, "epoch": 32, "iter": 46246, "memory": 10204, "step": 46246}
+{"lr": 0.0004999999999999988, "data_time": 0.007747864723205567, "loss": 0.19536613583564758, "loss_cls": 0.06589839565567672, "loss_bbox": 0.1294677383452654, "time": 0.3156094932556152, "epoch": 32, "iter": 46296, "memory": 9245, "step": 46296}
+{"lr": 0.0004999999999999988, "data_time": 0.007931833267211913, "loss": 0.20904126219451427, "loss_cls": 0.06424710475374013, "loss_bbox": 0.14479415878653526, "time": 0.31653151035308835, "epoch": 32, "iter": 46346, "memory": 9504, "step": 46346}
+{"lr": 0.0004999999999999988, "data_time": 0.007648906707763672, "loss": 0.18777805879712106, "loss_cls": 0.059980390288401395, "loss_bbox": 0.12779766768217088, "time": 0.3190588474273682, "epoch": 32, "iter": 46396, "memory": 9049, "step": 46396}
+{"lr": 0.0004999999999999988, "data_time": 0.0078021430969238284, "loss": 0.25714638352394104, "loss_cls": 0.09981407069135458, "loss_bbox": 0.1573323129862547, "time": 0.31772839546203613, "epoch": 32, "iter": 46446, "memory": 9096, "step": 46446}
+{"lr": 0.0004999999999999988, "data_time": 0.007774205207824707, "loss": 0.27116626389324666, "loss_cls": 0.10458966358564795, "loss_bbox": 0.16657660342752934, "time": 0.3164905309677124, "epoch": 32, "iter": 46496, "memory": 9102, "step": 46496}
+{"lr": 0.0004999999999999988, "data_time": 0.007757096290588379, "loss": 0.23598762907087803, "loss_cls": 0.08202062864322215, "loss_bbox": 0.1539670003950596, "time": 0.3151721000671387, "epoch": 32, "iter": 46546, "memory": 10030, "step": 46546}
+{"lr": 0.0004999999999999988, "data_time": 0.007653870582580566, "loss": 0.26476716086268426, "loss_cls": 0.08902610483579337, "loss_bbox": 0.17574105314910413, "time": 0.3154966592788696, "epoch": 32, "iter": 46596, "memory": 10289, "step": 46596}
+{"lr": 0.0004999999999999988, "data_time": 0.007663283348083496, "loss": 0.2095877356082201, "loss_cls": 0.06401787879643962, "loss_bbox": 0.14556985676288606, "time": 0.3187444877624512, "epoch": 32, "iter": 46646, "memory": 9061, "step": 46646}
+{"lr": 0.0004999999999999988, "data_time": 0.00794337272644043, "loss": 0.25173278376460073, "loss_cls": 0.08117116060107947, "loss_bbox": 0.17056162253022195, "time": 0.31814037322998046, "epoch": 32, "iter": 46696, "memory": 9361, "step": 46696}
+{"lr": 0.0004999999999999988, "data_time": 0.007622923851013184, "loss": 0.21600558452308177, "loss_cls": 0.07005308480933309, "loss_bbox": 0.14595249928534032, "time": 0.3184687042236328, "epoch": 32, "iter": 46746, "memory": 9304, "step": 46746}
+{"lr": 0.0004999999999999988, "data_time": 0.007724409103393555, "loss": 0.22423114866018296, "loss_cls": 0.07801309034228325, "loss_bbox": 0.14621805988252162, "time": 0.3172114276885986, "epoch": 32, "iter": 46796, "memory": 9049, "step": 46796}
+{"lr": 0.0004999999999999988, "data_time": 0.007698631286621094, "loss": 0.19184367738664151, "loss_cls": 0.05251964297145605, "loss_bbox": 0.1393240339308977, "time": 0.3165247106552124, "epoch": 32, "iter": 46846, "memory": 9227, "step": 46846}
+{"lr": 0.0004999999999999988, "data_time": 0.007749752998352051, "loss": 0.22891209602355958, "loss_cls": 0.07865649157669395, "loss_bbox": 0.15025560468435287, "time": 0.3143902063369751, "epoch": 32, "iter": 46896, "memory": 9919, "step": 46896}
+{"pascal_voc/mAP": 0.7780369520187378, "pascal_voc/AP50": 0.778, "data_time": 0.0017730933931283145, "time": 0.04061242873077497, "step": 32}
+{"lr": 0.0004999999999999988, "data_time": 0.007762370109558106, "loss": 0.28491702407598496, "loss_cls": 0.10139197261072695, "loss_bbox": 0.18352504923939705, "time": 0.31286346912384033, "epoch": 33, "iter": 46962, "memory": 9147, "step": 46962}
+{"lr": 0.0004999999999999988, "data_time": 0.006434869766235351, "loss": 0.23953276701271534, "loss_cls": 0.07836031412240117, "loss_bbox": 0.16117245234549046, "time": 0.30632959365844725, "epoch": 33, "iter": 47012, "memory": 9216, "step": 47012}
+{"lr": 0.0004999999999999988, "data_time": 0.006428723335266113, "loss": 0.22468415528535843, "loss_cls": 0.07363247106783093, "loss_bbox": 0.15105168536305427, "time": 0.31034860134124753, "epoch": 33, "iter": 47062, "memory": 9836, "step": 47062}
+{"lr": 0.0004999999999999988, "data_time": 0.006188793182373047, "loss": 0.23816955879330634, "loss_cls": 0.0755282661691308, "loss_bbox": 0.1626412934064865, "time": 0.30888700008392334, "epoch": 33, "iter": 47112, "memory": 9051, "step": 47112}
+{"lr": 0.0004999999999999988, "data_time": 0.006658596992492676, "loss": 0.20139407500624656, "loss_cls": 0.061707708463072775, "loss_bbox": 0.13968636676669122, "time": 0.31164524555206297, "epoch": 33, "iter": 47162, "memory": 10757, "step": 47162}
+{"lr": 0.0004999999999999988, "data_time": 0.007624468803405762, "loss": 0.17710033014416696, "loss_cls": 0.057048638984560966, "loss_bbox": 0.12005169063806534, "time": 0.31124493598937986, "epoch": 33, "iter": 47212, "memory": 9192, "step": 47212}
+{"lr": 0.0004999999999999988, "data_time": 0.007476754188537597, "loss": 0.2658206657320261, "loss_cls": 0.09400802936404944, "loss_bbox": 0.17181263536214827, "time": 0.3102958917617798, "epoch": 33, "iter": 47262, "memory": 9237, "step": 47262}
+{"lr": 0.0004999999999999988, "data_time": 0.007592453956604004, "loss": 0.2608571490645409, "loss_cls": 0.08622404084540904, "loss_bbox": 0.1746331063657999, "time": 0.3129268980026245, "epoch": 33, "iter": 47312, "memory": 9050, "step": 47312}
+{"lr": 0.0004999999999999988, "data_time": 0.007755751609802246, "loss": 0.24089460134506224, "loss_cls": 0.07611029841005802, "loss_bbox": 0.16478430181741716, "time": 0.31722530364990237, "epoch": 33, "iter": 47362, "memory": 10144, "step": 47362}
+{"lr": 0.0004999999999999988, "data_time": 0.00740715503692627, "loss": 0.21705645978450774, "loss_cls": 0.06705395707627758, "loss_bbox": 0.1500025052577257, "time": 0.3127103328704834, "epoch": 33, "iter": 47412, "memory": 9051, "step": 47412}
+{"lr": 0.0004999999999999988, "data_time": 0.007530083656311035, "loss": 0.21879863053560256, "loss_cls": 0.07889637518674135, "loss_bbox": 0.13990225322544575, "time": 0.31449514865875244, "epoch": 33, "iter": 47462, "memory": 9256, "step": 47462}
+{"lr": 0.0004999999999999988, "data_time": 0.007803821563720703, "loss": 0.22495917908847332, "loss_cls": 0.07061706127598882, "loss_bbox": 0.15434211783111096, "time": 0.3208022212982178, "epoch": 33, "iter": 47512, "memory": 9401, "step": 47512}
+{"lr": 0.0004999999999999988, "data_time": 0.007766084671020508, "loss": 0.21257319405674935, "loss_cls": 0.07284842832945287, "loss_bbox": 0.13972476445138454, "time": 0.31716188430786135, "epoch": 33, "iter": 47562, "memory": 9051, "step": 47562}
+{"lr": 0.0004999999999999988, "data_time": 0.007623023986816406, "loss": 0.2729805475473404, "loss_cls": 0.09360848004929721, "loss_bbox": 0.17937206625938415, "time": 0.3172697114944458, "epoch": 33, "iter": 47612, "memory": 9164, "step": 47612}
+{"lr": 0.0004999999999999988, "data_time": 0.007892837524414062, "loss": 0.23591243833303452, "loss_cls": 0.0754842839250341, "loss_bbox": 0.160428154990077, "time": 0.3180138731002808, "epoch": 33, "iter": 47662, "memory": 10181, "step": 47662}
+{"lr": 0.0004999999999999988, "data_time": 0.00790055751800537, "loss": 0.19747271172702313, "loss_cls": 0.06820628652349114, "loss_bbox": 0.12926642432808877, "time": 0.3180221128463745, "epoch": 33, "iter": 47712, "memory": 9297, "step": 47712}
+{"lr": 0.0004999999999999988, "data_time": 0.007645153999328613, "loss": 0.18870796896517278, "loss_cls": 0.05759291948750615, "loss_bbox": 0.13111505031585693, "time": 0.3157847118377686, "epoch": 33, "iter": 47762, "memory": 9608, "step": 47762}
+{"lr": 0.0004999999999999988, "data_time": 0.007620062828063965, "loss": 0.22786275766789912, "loss_cls": 0.0682341016549617, "loss_bbox": 0.15962865643203258, "time": 0.31180132865905763, "epoch": 33, "iter": 47812, "memory": 9101, "step": 47812}
+{"lr": 0.0004999999999999988, "data_time": 0.007739953994750977, "loss": 0.24108321987092496, "loss_cls": 0.07614822090603411, "loss_bbox": 0.1649349994212389, "time": 0.31549463748931883, "epoch": 33, "iter": 47862, "memory": 9813, "step": 47862}
+{"lr": 0.0004999999999999988, "data_time": 0.00768528938293457, "loss": 0.17552871912717818, "loss_cls": 0.050970216635614636, "loss_bbox": 0.12455850407481193, "time": 0.3136855459213257, "epoch": 33, "iter": 47912, "memory": 9109, "step": 47912}
+{"lr": 0.0004999999999999988, "data_time": 0.007763662338256836, "loss": 0.24878534935414792, "loss_cls": 0.09262803901452571, "loss_bbox": 0.15615730956196786, "time": 0.3125624418258667, "epoch": 33, "iter": 47962, "memory": 9610, "step": 47962}
+{"lr": 0.0004999999999999988, "data_time": 0.007610335350036621, "loss": 0.22830025091767311, "loss_cls": 0.0839572034869343, "loss_bbox": 0.1443430480360985, "time": 0.31782663345336915, "epoch": 33, "iter": 48012, "memory": 10052, "step": 48012}
+{"lr": 0.0004999999999999988, "data_time": 0.007498373985290527, "loss": 0.2020390260964632, "loss_cls": 0.061202891543507575, "loss_bbox": 0.14083613559603692, "time": 0.31104556083679197, "epoch": 33, "iter": 48062, "memory": 9050, "step": 48062}
+{"lr": 0.0004999999999999988, "data_time": 0.007597928047180176, "loss": 0.21613622911274433, "loss_cls": 0.075387393059209, "loss_bbox": 0.1407488364726305, "time": 0.3149055290222168, "epoch": 33, "iter": 48112, "memory": 9191, "step": 48112}
+{"lr": 0.0004999999999999988, "data_time": 0.007541265487670899, "loss": 0.24453594900667666, "loss_cls": 0.06911933482624591, "loss_bbox": 0.17541661247611046, "time": 0.3163513803482056, "epoch": 33, "iter": 48162, "memory": 9212, "step": 48162}
+{"lr": 0.0004999999999999988, "data_time": 0.00748964786529541, "loss": 0.20678129829466343, "loss_cls": 0.06694729122333229, "loss_bbox": 0.13983400620520114, "time": 0.312100830078125, "epoch": 33, "iter": 48212, "memory": 9049, "step": 48212}
+{"lr": 0.0004999999999999988, "data_time": 0.007600965499877929, "loss": 0.251160277351737, "loss_cls": 0.09019951791502535, "loss_bbox": 0.16096075728535653, "time": 0.3150823211669922, "epoch": 33, "iter": 48262, "memory": 9179, "step": 48262}
+{"lr": 0.0004999999999999988, "data_time": 0.0076558303833007815, "loss": 0.2124014215171337, "loss_cls": 0.06689247706439345, "loss_bbox": 0.1455089443922043, "time": 0.31812941551208496, "epoch": 33, "iter": 48312, "memory": 9230, "step": 48312}
+{"lr": 0.0004999999999999988, "data_time": 0.007732267379760742, "loss": 0.23192252665758134, "loss_cls": 0.07506539708003401, "loss_bbox": 0.1568571285903454, "time": 0.3203670644760132, "epoch": 33, "iter": 48362, "memory": 9180, "step": 48362}
+{"pascal_voc/mAP": 0.7797465920448303, "pascal_voc/AP50": 0.78, "data_time": 0.0017451125854367456, "time": 0.039871025718850074, "step": 33}
+{"lr": 0.0004999999999999988, "data_time": 0.007531089782714844, "loss": 0.2109328433126211, "loss_cls": 0.0649568630149588, "loss_bbox": 0.145975980758667, "time": 0.313244047164917, "epoch": 34, "iter": 48428, "memory": 9292, "step": 48428}
+{"lr": 0.0004999999999999988, "data_time": 0.006212158203125, "loss": 0.23473552823066712, "loss_cls": 0.08272374410182237, "loss_bbox": 0.15201178446412086, "time": 0.313848090171814, "epoch": 34, "iter": 48478, "memory": 9309, "step": 48478}
+{"lr": 0.0004999999999999988, "data_time": 0.006081347465515137, "loss": 0.222151694893837, "loss_cls": 0.07471912070177496, "loss_bbox": 0.14743257649242877, "time": 0.3123921251296997, "epoch": 34, "iter": 48528, "memory": 15200, "step": 48528}
+{"lr": 0.0004999999999999988, "data_time": 0.006311368942260742, "loss": 0.21407458417117595, "loss_cls": 0.06792612927500158, "loss_bbox": 0.14614845536649226, "time": 0.30981491088867186, "epoch": 34, "iter": 48578, "memory": 10423, "step": 48578}
+{"lr": 0.0004999999999999988, "data_time": 0.0063903284072875976, "loss": 0.20717447504401207, "loss_cls": 0.06838227706961333, "loss_bbox": 0.13879219830036163, "time": 0.3095953702926636, "epoch": 34, "iter": 48628, "memory": 9198, "step": 48628}
+{"lr": 0.0004999999999999988, "data_time": 0.006125345230102539, "loss": 0.23145558051764964, "loss_cls": 0.07478073101025075, "loss_bbox": 0.15667484894394876, "time": 0.3121210479736328, "epoch": 34, "iter": 48678, "memory": 9236, "step": 48678}
+{"lr": 0.0004999999999999988, "data_time": 0.006389584541320801, "loss": 0.2097851677238941, "loss_cls": 0.06989550544647499, "loss_bbox": 0.13988966196775438, "time": 0.31880213260650636, "epoch": 34, "iter": 48728, "memory": 9482, "step": 48728}
+{"lr": 0.0004999999999999988, "data_time": 0.006074385643005371, "loss": 0.22699544787406922, "loss_cls": 0.07705283447168768, "loss_bbox": 0.14994261428713798, "time": 0.31170848369598386, "epoch": 34, "iter": 48778, "memory": 10106, "step": 48778}
+{"lr": 0.0004999999999999988, "data_time": 0.006420316696166992, "loss": 0.2245395140349865, "loss_cls": 0.07417000849731266, "loss_bbox": 0.15036950580775738, "time": 0.3132985210418701, "epoch": 34, "iter": 48828, "memory": 9411, "step": 48828}
+{"lr": 0.0004999999999999988, "data_time": 0.006297974586486816, "loss": 0.19102035634219647, "loss_cls": 0.05866714977659285, "loss_bbox": 0.13235320657491684, "time": 0.3142042589187622, "epoch": 34, "iter": 48878, "memory": 9620, "step": 48878}
+{"lr": 0.0004999999999999988, "data_time": 0.006220502853393555, "loss": 0.19568590499460697, "loss_cls": 0.057310423636808994, "loss_bbox": 0.13837548241019249, "time": 0.31190335750579834, "epoch": 34, "iter": 48928, "memory": 9212, "step": 48928}
+{"lr": 0.0004999999999999988, "data_time": 0.006277623176574707, "loss": 0.21121904417872428, "loss_cls": 0.06681407794356346, "loss_bbox": 0.14440496608614922, "time": 0.31289544582366946, "epoch": 34, "iter": 48978, "memory": 9060, "step": 48978}
+{"lr": 0.0004999999999999988, "data_time": 0.00617088794708252, "loss": 0.2203273681551218, "loss_cls": 0.07705566443502904, "loss_bbox": 0.14327170349657536, "time": 0.31179709911346437, "epoch": 34, "iter": 49028, "memory": 9050, "step": 49028}
+{"lr": 0.0004999999999999988, "data_time": 0.006103506088256836, "loss": 0.19306847639381886, "loss_cls": 0.05863146932795644, "loss_bbox": 0.134437006264925, "time": 0.30796926975250244, "epoch": 34, "iter": 49078, "memory": 9052, "step": 49078}
+{"lr": 0.0004999999999999988, "data_time": 0.006304931640625, "loss": 0.24749226734042168, "loss_cls": 0.08764398149680347, "loss_bbox": 0.15984828695654868, "time": 0.31493651390075683, "epoch": 34, "iter": 49128, "memory": 10174, "step": 49128}
+{"lr": 0.0004999999999999988, "data_time": 0.006361532211303711, "loss": 0.2043722330778837, "loss_cls": 0.06371201504953206, "loss_bbox": 0.1406602182239294, "time": 0.3115456867218018, "epoch": 34, "iter": 49178, "memory": 9052, "step": 49178}
+{"lr": 0.0004999999999999988, "data_time": 0.006348676681518554, "loss": 0.23245503276586532, "loss_cls": 0.063987697083503, "loss_bbox": 0.16846733540296555, "time": 0.3167187261581421, "epoch": 34, "iter": 49228, "memory": 9228, "step": 49228}
+{"lr": 0.0004999999999999988, "data_time": 0.006350393295288086, "loss": 0.18346737258136273, "loss_cls": 0.057214269442483784, "loss_bbox": 0.12625310450792313, "time": 0.31439128398895266, "epoch": 34, "iter": 49278, "memory": 9108, "step": 49278}
+{"lr": 0.0004999999999999988, "data_time": 0.006295928955078125, "loss": 0.21592798225581647, "loss_cls": 0.07222855572123081, "loss_bbox": 0.14369942650198936, "time": 0.31148658752441405, "epoch": 34, "iter": 49328, "memory": 9377, "step": 49328}
+{"lr": 0.0004999999999999988, "data_time": 0.006310930252075195, "loss": 0.21884767174720765, "loss_cls": 0.0739643452130258, "loss_bbox": 0.14488332621753217, "time": 0.31024985313415526, "epoch": 34, "iter": 49378, "memory": 9910, "step": 49378}
+{"lr": 0.0004999999999999988, "data_time": 0.00654019832611084, "loss": 0.20564590603113175, "loss_cls": 0.060770000636111945, "loss_bbox": 0.14487590692937374, "time": 0.3113488817214966, "epoch": 34, "iter": 49428, "memory": 9051, "step": 49428}
+{"lr": 0.0004999999999999988, "data_time": 0.006125826835632325, "loss": 0.2497185780107975, "loss_cls": 0.08138122397940606, "loss_bbox": 0.1683373534679413, "time": 0.31009485721588137, "epoch": 34, "iter": 49478, "memory": 9124, "step": 49478}
+{"lr": 0.0004999999999999988, "data_time": 0.006409082412719726, "loss": 0.18395266883075237, "loss_cls": 0.056394397430121895, "loss_bbox": 0.12755827091634273, "time": 0.3124097967147827, "epoch": 34, "iter": 49528, "memory": 9051, "step": 49528}
+{"lr": 0.0004999999999999988, "data_time": 0.006356754302978516, "loss": 0.2458727726340294, "loss_cls": 0.08744769332464784, "loss_bbox": 0.1584250795096159, "time": 0.31171723365783693, "epoch": 34, "iter": 49578, "memory": 9318, "step": 49578}
+{"lr": 0.0004999999999999988, "data_time": 0.006432499885559082, "loss": 0.23433188751339912, "loss_cls": 0.06903668271377683, "loss_bbox": 0.1652952039986849, "time": 0.3133496141433716, "epoch": 34, "iter": 49628, "memory": 9185, "step": 49628}
+{"lr": 0.0004999999999999988, "data_time": 0.006168966293334961, "loss": 0.21110571019351482, "loss_cls": 0.06943900600075721, "loss_bbox": 0.14166670389473437, "time": 0.3101185894012451, "epoch": 34, "iter": 49678, "memory": 9049, "step": 49678}
+{"lr": 0.0004999999999999988, "data_time": 0.006276464462280274, "loss": 0.22088814958930014, "loss_cls": 0.06797987957950681, "loss_bbox": 0.1529082700610161, "time": 0.31361701488494875, "epoch": 34, "iter": 49728, "memory": 9069, "step": 49728}
+{"lr": 0.0004999999999999988, "data_time": 0.006166567802429199, "loss": 0.18193216353654862, "loss_cls": 0.052115296623669566, "loss_bbox": 0.1298168661445379, "time": 0.3107041501998901, "epoch": 34, "iter": 49778, "memory": 9128, "step": 49778}
+{"lr": 0.0004999999999999988, "data_time": 0.0063205289840698245, "loss": 0.19341796934604644, "loss_cls": 0.05279976408928633, "loss_bbox": 0.14061820656061172, "time": 0.31060602188110353, "epoch": 34, "iter": 49828, "memory": 9087, "step": 49828}
+{"pascal_voc/mAP": 0.7790268659591675, "pascal_voc/AP50": 0.779, "data_time": 0.0017746556194991442, "time": 0.0392026123298936, "step": 34}
+{"lr": 4.999999999999989e-05, "data_time": 0.007413487434387207, "loss": 0.19019698895514012, "loss_cls": 0.056905434066429735, "loss_bbox": 0.1332915559411049, "time": 0.3100912046432495, "epoch": 35, "iter": 49894, "memory": 9145, "step": 49894}
+{"lr": 4.999999999999989e-05, "data_time": 0.006002464294433594, "loss": 0.2367946560680866, "loss_cls": 0.07991333014331758, "loss_bbox": 0.15688132613897324, "time": 0.3108799409866333, "epoch": 35, "iter": 49944, "memory": 9285, "step": 49944}
+{"lr": 4.999999999999989e-05, "data_time": 0.006123604774475097, "loss": 0.19239563569426538, "loss_cls": 0.05586645446717739, "loss_bbox": 0.13652918085455895, "time": 0.3105833625793457, "epoch": 35, "iter": 49994, "memory": 13527, "step": 49994}
+{"lr": 4.999999999999989e-05, "data_time": 0.006259064674377441, "loss": 0.21421551041305065, "loss_cls": 0.0691497883759439, "loss_bbox": 0.14506571993231773, "time": 0.3139587688446045, "epoch": 35, "iter": 50044, "memory": 9049, "step": 50044}
+{"lr": 4.999999999999989e-05, "data_time": 0.006266422271728515, "loss": 0.21460314847528936, "loss_cls": 0.06978324189316482, "loss_bbox": 0.14481990575790404, "time": 0.30934412956237795, "epoch": 35, "iter": 50094, "memory": 9050, "step": 50094}
+{"lr": 4.999999999999989e-05, "data_time": 0.00620363712310791, "loss": 0.2115031174570322, "loss_cls": 0.06724672657903284, "loss_bbox": 0.14425638996064663, "time": 0.3072535133361816, "epoch": 35, "iter": 50144, "memory": 9075, "step": 50144}
+{"lr": 4.999999999999989e-05, "data_time": 0.006162490844726563, "loss": 0.20821836464107035, "loss_cls": 0.06820144476369024, "loss_bbox": 0.14001691877841949, "time": 0.309581356048584, "epoch": 35, "iter": 50194, "memory": 9121, "step": 50194}
+{"lr": 4.999999999999989e-05, "data_time": 0.006063952445983887, "loss": 0.21178205199539663, "loss_cls": 0.06504972709342838, "loss_bbox": 0.14673232465982436, "time": 0.3138502740859985, "epoch": 35, "iter": 50244, "memory": 9228, "step": 50244}
+{"lr": 4.999999999999989e-05, "data_time": 0.0061768627166748045, "loss": 0.22263006776571273, "loss_cls": 0.07190356073668226, "loss_bbox": 0.1507265069335699, "time": 0.3105710792541504, "epoch": 35, "iter": 50294, "memory": 9140, "step": 50294}
+{"lr": 4.999999999999989e-05, "data_time": 0.0063132143020629885, "loss": 0.21458944961428641, "loss_cls": 0.07542742033489049, "loss_bbox": 0.13916202954947948, "time": 0.3127601671218872, "epoch": 35, "iter": 50344, "memory": 9052, "step": 50344}
+{"lr": 4.999999999999989e-05, "data_time": 0.006454377174377441, "loss": 0.24346640311181544, "loss_cls": 0.08140452081337571, "loss_bbox": 0.16206188224256038, "time": 0.31567328453063964, "epoch": 35, "iter": 50394, "memory": 9063, "step": 50394}
+{"lr": 4.999999999999989e-05, "data_time": 0.0063052034378051755, "loss": 0.19684493131935596, "loss_cls": 0.06650752041488886, "loss_bbox": 0.13033741161227227, "time": 0.31727429389953615, "epoch": 35, "iter": 50444, "memory": 9515, "step": 50444}
+{"lr": 4.999999999999989e-05, "data_time": 0.006758060455322266, "loss": 0.20343149498105048, "loss_cls": 0.06431523250415921, "loss_bbox": 0.1391162642836571, "time": 0.3149474382400513, "epoch": 35, "iter": 50494, "memory": 9678, "step": 50494}
+{"lr": 4.999999999999989e-05, "data_time": 0.006446051597595215, "loss": 0.205809855312109, "loss_cls": 0.05944291719701141, "loss_bbox": 0.14636693723499775, "time": 0.31603909969329835, "epoch": 35, "iter": 50544, "memory": 9635, "step": 50544}
+{"lr": 4.999999999999989e-05, "data_time": 0.006574621200561523, "loss": 0.2322042018175125, "loss_cls": 0.0810144310607575, "loss_bbox": 0.1511897713690996, "time": 0.3125831747055054, "epoch": 35, "iter": 50594, "memory": 9286, "step": 50594}
+{"lr": 4.999999999999989e-05, "data_time": 0.006472387313842773, "loss": 0.1902389282733202, "loss_cls": 0.056364701166749, "loss_bbox": 0.13387422665953636, "time": 0.3147822618484497, "epoch": 35, "iter": 50644, "memory": 9064, "step": 50644}
+{"lr": 4.999999999999989e-05, "data_time": 0.00656923770904541, "loss": 0.20895036846399306, "loss_cls": 0.06588445462286473, "loss_bbox": 0.14306591287255288, "time": 0.31212989807128905, "epoch": 35, "iter": 50694, "memory": 9049, "step": 50694}
+{"lr": 4.999999999999989e-05, "data_time": 0.006419320106506348, "loss": 0.22820553168654442, "loss_cls": 0.07952758089173585, "loss_bbox": 0.14867795050144195, "time": 0.31443180084228517, "epoch": 35, "iter": 50744, "memory": 9577, "step": 50744}
+{"lr": 4.999999999999989e-05, "data_time": 0.006487040519714355, "loss": 0.2304121221601963, "loss_cls": 0.07177653068676591, "loss_bbox": 0.15863558918237686, "time": 0.31581500053405764, "epoch": 35, "iter": 50794, "memory": 9348, "step": 50794}
+{"lr": 4.999999999999989e-05, "data_time": 0.006377000808715821, "loss": 0.20226682111620903, "loss_cls": 0.06503783696331084, "loss_bbox": 0.1372289841622114, "time": 0.31650187969207766, "epoch": 35, "iter": 50844, "memory": 9048, "step": 50844}
+{"lr": 4.999999999999989e-05, "data_time": 0.006592864990234375, "loss": 0.2756936313956976, "loss_cls": 0.09797867961460724, "loss_bbox": 0.17771494939923285, "time": 0.3123498582839966, "epoch": 35, "iter": 50894, "memory": 10894, "step": 50894}
+{"lr": 4.999999999999989e-05, "data_time": 0.0065687322616577145, "loss": 0.19926933713257314, "loss_cls": 0.0682461929298006, "loss_bbox": 0.13102314502000809, "time": 0.31668094158172605, "epoch": 35, "iter": 50944, "memory": 15204, "step": 50944}
+{"lr": 4.999999999999989e-05, "data_time": 0.006999311447143555, "loss": 0.23136973470449448, "loss_cls": 0.07392891688272357, "loss_bbox": 0.15744081944227217, "time": 0.3321215534210205, "epoch": 35, "iter": 50994, "memory": 10027, "step": 50994}
+{"lr": 4.999999999999989e-05, "data_time": 0.00843064785003662, "loss": 0.22953025989234446, "loss_cls": 0.07263809365220368, "loss_bbox": 0.156892164722085, "time": 0.3742696762084961, "epoch": 35, "iter": 51044, "memory": 9422, "step": 51044}
+{"lr": 4.999999999999989e-05, "data_time": 0.008592476844787597, "loss": 0.18841524809598922, "loss_cls": 0.05892029861453921, "loss_bbox": 0.12949494883418083, "time": 0.3716907262802124, "epoch": 35, "iter": 51094, "memory": 9480, "step": 51094}
+{"lr": 4.999999999999989e-05, "data_time": 0.00838749885559082, "loss": 0.2187351730465889, "loss_cls": 0.07316780834458768, "loss_bbox": 0.14556736417114735, "time": 0.374144229888916, "epoch": 35, "iter": 51144, "memory": 9557, "step": 51144}
+{"lr": 4.999999999999989e-05, "data_time": 0.008375239372253419, "loss": 0.1877799043059349, "loss_cls": 0.054301433442160485, "loss_bbox": 0.1334784708172083, "time": 0.3779797124862671, "epoch": 35, "iter": 51194, "memory": 9478, "step": 51194}
+{"lr": 4.999999999999989e-05, "data_time": 0.00853926181793213, "loss": 0.18993063159286977, "loss_cls": 0.060052804592996833, "loss_bbox": 0.12987782701849937, "time": 0.3755215215682983, "epoch": 35, "iter": 51244, "memory": 9053, "step": 51244}
+{"lr": 4.999999999999989e-05, "data_time": 0.008787965774536133, "loss": 0.2361080127209425, "loss_cls": 0.07299972692038864, "loss_bbox": 0.1631082859635353, "time": 0.37212317943573, "epoch": 35, "iter": 51294, "memory": 9705, "step": 51294}
+{"pascal_voc/mAP": 0.7817545533180237, "pascal_voc/AP50": 0.782, "data_time": 0.001800911709138418, "time": 0.040222392014001955, "step": 35}
+{"lr": 4.999999999999989e-05, "data_time": 0.007429995536804199, "loss": 0.211604333370924, "loss_cls": 0.07051884836051613, "loss_bbox": 0.1410854837298393, "time": 0.3158105754852295, "epoch": 36, "iter": 51360, "memory": 9215, "step": 51360}
+{"lr": 4.999999999999989e-05, "data_time": 0.006528606414794922, "loss": 0.2268877747654915, "loss_cls": 0.06912827098742128, "loss_bbox": 0.15775950446724893, "time": 0.3093289041519165, "epoch": 36, "iter": 51410, "memory": 9545, "step": 51410}
+{"lr": 4.999999999999989e-05, "data_time": 0.006643257141113281, "loss": 0.25146629333496096, "loss_cls": 0.09433225844521076, "loss_bbox": 0.15713403418660163, "time": 0.31944469928741454, "epoch": 36, "iter": 51460, "memory": 10465, "step": 51460}
+{"lr": 4.999999999999989e-05, "data_time": 0.006461601257324218, "loss": 0.2506272330135107, "loss_cls": 0.08879028835799545, "loss_bbox": 0.1618369463086128, "time": 0.31509062290191653, "epoch": 36, "iter": 51510, "memory": 9481, "step": 51510}
+{"lr": 4.999999999999989e-05, "data_time": 0.006610383987426758, "loss": 0.19629539296030998, "loss_cls": 0.0644357370166108, "loss_bbox": 0.13185965605080127, "time": 0.3186233615875244, "epoch": 36, "iter": 51560, "memory": 9903, "step": 51560}
+{"lr": 4.999999999999989e-05, "data_time": 0.006340146064758301, "loss": 0.21278069488704204, "loss_cls": 0.0695449989149347, "loss_bbox": 0.14323569573462008, "time": 0.31632467269897463, "epoch": 36, "iter": 51610, "memory": 9176, "step": 51610}
+{"lr": 4.999999999999989e-05, "data_time": 0.006488032341003418, "loss": 0.15955546766519546, "loss_cls": 0.04561111702118069, "loss_bbox": 0.11394434981048107, "time": 0.31569398880004884, "epoch": 36, "iter": 51660, "memory": 9165, "step": 51660}
+{"lr": 4.999999999999989e-05, "data_time": 0.006407108306884766, "loss": 0.2040730693936348, "loss_cls": 0.057376591712236406, "loss_bbox": 0.14669647879898548, "time": 0.3170567846298218, "epoch": 36, "iter": 51710, "memory": 9078, "step": 51710}
+{"lr": 4.999999999999989e-05, "data_time": 0.006639804840087891, "loss": 0.20589875541627406, "loss_cls": 0.06631279771216214, "loss_bbox": 0.13958595655858516, "time": 0.31566503524780276, "epoch": 36, "iter": 51760, "memory": 9416, "step": 51760}
+{"lr": 4.999999999999989e-05, "data_time": 0.00659080982208252, "loss": 0.19046335697174072, "loss_cls": 0.06195551896467805, "loss_bbox": 0.12850783608853816, "time": 0.31563941955566405, "epoch": 36, "iter": 51810, "memory": 9143, "step": 51810}
+{"lr": 4.999999999999989e-05, "data_time": 0.0074857139587402345, "loss": 0.17717621341347695, "loss_cls": 0.05484966339077801, "loss_bbox": 0.12232655085623265, "time": 0.34319582939147947, "epoch": 36, "iter": 51860, "memory": 9727, "step": 51860}
+{"lr": 4.999999999999989e-05, "data_time": 0.008256163597106934, "loss": 0.1664447271078825, "loss_cls": 0.04627479712944478, "loss_bbox": 0.12016993001103402, "time": 0.3753397464752197, "epoch": 36, "iter": 51910, "memory": 9456, "step": 51910}
+{"lr": 4.999999999999989e-05, "data_time": 0.008521671295166016, "loss": 0.2156871397048235, "loss_cls": 0.06920936492271722, "loss_bbox": 0.14647777400910855, "time": 0.37070308208465574, "epoch": 36, "iter": 51960, "memory": 9691, "step": 51960}
+{"lr": 4.999999999999989e-05, "data_time": 0.008411269187927246, "loss": 0.23810813911259174, "loss_cls": 0.07243891832884401, "loss_bbox": 0.16566922150552274, "time": 0.37306435585021974, "epoch": 36, "iter": 52010, "memory": 9137, "step": 52010}
+{"lr": 4.999999999999989e-05, "data_time": 0.008415875434875488, "loss": 0.24215299174189567, "loss_cls": 0.08178999912925064, "loss_bbox": 0.1603629932552576, "time": 0.3724657440185547, "epoch": 36, "iter": 52060, "memory": 9050, "step": 52060}
+{"lr": 4.999999999999989e-05, "data_time": 0.008300189971923827, "loss": 0.17373489491641522, "loss_cls": 0.05067167225293815, "loss_bbox": 0.12306322254240513, "time": 0.3737040090560913, "epoch": 36, "iter": 52110, "memory": 9050, "step": 52110}
+{"lr": 4.999999999999989e-05, "data_time": 0.008554229736328125, "loss": 0.22279611758887768, "loss_cls": 0.0719460368808359, "loss_bbox": 0.15085008107125758, "time": 0.3728963899612427, "epoch": 36, "iter": 52160, "memory": 10198, "step": 52160}
+{"lr": 4.999999999999989e-05, "data_time": 0.008261322975158691, "loss": 0.23774377025663854, "loss_cls": 0.08286786197451874, "loss_bbox": 0.15487590923905373, "time": 0.3708049726486206, "epoch": 36, "iter": 52210, "memory": 9124, "step": 52210}
+{"lr": 4.999999999999989e-05, "data_time": 0.008264379501342773, "loss": 0.2035836984962225, "loss_cls": 0.06426392007153481, "loss_bbox": 0.13931977853178978, "time": 0.3771736335754394, "epoch": 36, "iter": 52260, "memory": 9502, "step": 52260}
+{"lr": 4.999999999999989e-05, "data_time": 0.008312387466430664, "loss": 0.21643814004957676, "loss_cls": 0.06866115432232618, "loss_bbox": 0.1477769859135151, "time": 0.3670720291137695, "epoch": 36, "iter": 52310, "memory": 9209, "step": 52310}
+{"lr": 4.999999999999989e-05, "data_time": 0.008511452674865723, "loss": 0.22025162652134894, "loss_cls": 0.07079959468450397, "loss_bbox": 0.14945203237235546, "time": 0.36452072143554687, "epoch": 36, "iter": 52360, "memory": 9659, "step": 52360}
+{"lr": 4.999999999999989e-05, "data_time": 0.008714938163757324, "loss": 0.24213179036974908, "loss_cls": 0.08205399228259921, "loss_bbox": 0.16007779762148858, "time": 0.37396424293518066, "epoch": 36, "iter": 52410, "memory": 9114, "step": 52410}
+{"lr": 4.999999999999989e-05, "data_time": 0.00845573902130127, "loss": 0.22239452481269836, "loss_cls": 0.06635283514391631, "loss_bbox": 0.15604168944060803, "time": 0.37157740592956545, "epoch": 36, "iter": 52460, "memory": 9106, "step": 52460}
+{"lr": 4.999999999999989e-05, "data_time": 0.008326964378356934, "loss": 0.21792794696986675, "loss_cls": 0.06878126197028905, "loss_bbox": 0.14914668515324592, "time": 0.3653564548492432, "epoch": 36, "iter": 52510, "memory": 9108, "step": 52510}
+{"lr": 4.999999999999989e-05, "data_time": 0.008640165328979493, "loss": 0.25026896491646766, "loss_cls": 0.08370141913183034, "loss_bbox": 0.16656754568219184, "time": 0.3763031530380249, "epoch": 36, "iter": 52560, "memory": 9326, "step": 52560}
+{"lr": 4.999999999999989e-05, "data_time": 0.008317675590515137, "loss": 0.21579589262604715, "loss_cls": 0.06707925328984857, "loss_bbox": 0.1487166389077902, "time": 0.3711132287979126, "epoch": 36, "iter": 52610, "memory": 9402, "step": 52610}
+{"lr": 4.999999999999989e-05, "data_time": 0.008402252197265625, "loss": 0.20131014421582222, "loss_cls": 0.06174021073617041, "loss_bbox": 0.13956993341445922, "time": 0.36343949794769287, "epoch": 36, "iter": 52660, "memory": 10043, "step": 52660}
+{"lr": 4.999999999999989e-05, "data_time": 0.008253526687622071, "loss": 0.23179917506873607, "loss_cls": 0.08442696913611143, "loss_bbox": 0.14737220376729965, "time": 0.36691941261291505, "epoch": 36, "iter": 52710, "memory": 9533, "step": 52710}
+{"lr": 4.999999999999989e-05, "data_time": 0.008436479568481446, "loss": 0.21282416470348836, "loss_cls": 0.0758379514934495, "loss_bbox": 0.13698621243238449, "time": 0.3668194675445557, "epoch": 36, "iter": 52760, "memory": 9504, "step": 52760}
+{"pascal_voc/mAP": 0.7801325917243958, "pascal_voc/AP50": 0.78, "data_time": 0.0017509328084680624, "time": 0.03955138176273585, "step": 36}