| {"train_lr": 3.1249168158435885e-06, "train_min_lr": 4.1570126691034176e-08, "train_loss": 5.4161679977564114, "train_loss_scale": 6825.814866573501, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 96900.52374235693, "val_loss": 4.32184447009154, "val_acc1": 10.393939393939394, "val_acc5": 30.646464646464647, "epoch": 0, "n_parameters": 1012174352} | |
| {"train_lr": 9.374958407921792e-06, "train_min_lr": 1.2471314652747914e-07, "train_loss": 3.916511381709497, "train_loss_scale": 5233.289412391029, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 125763.19511682357, "val_loss": 2.3184462607027303, "val_acc1": 44.08080808080808, "val_acc5": 75.45454545454545, "epoch": 1, "n_parameters": 1012174352} | |
| {"train_lr": 1.5625000000000004e-05, "train_min_lr": 2.078561663639242e-07, "train_loss": 3.1325883246812487, "train_loss_scale": 3962.710321421441, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 113461.07171524849, "val_loss": 1.6537484155520044, "val_acc1": 58.823232323232325, "val_acc5": 84.82323232323232, "epoch": 2, "n_parameters": 1012174352} | |
| {"train_lr": 2.1875041592078207e-05, "train_min_lr": 2.9099918620036925e-07, "train_loss": 2.8367044662566743, "train_loss_scale": 3148.798296399814, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 89196.31809734665, "val_loss": 1.4058447161587801, "val_acc1": 64.93434343434343, "val_acc5": 87.83333333333333, "epoch": 3, "n_parameters": 1012174352} | |
| {"train_lr": 2.8125083184156418e-05, "train_min_lr": 3.741422060368142e-07, "train_loss": 2.70326199510141, "train_loss_scale": 2435.5349703866373, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 66981.88694724496, "val_loss": 1.3229958663323913, "val_acc1": 67.1010101010101, "val_acc5": 89.06060606060606, "epoch": 4, "n_parameters": 1012174352} | |
| {"train_lr": 3.120895224441594e-05, "train_min_lr": 4.151662828645782e-07, "train_loss": 2.594333571151128, "train_loss_scale": 2177.950622213349, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 58789.453934123005, "val_loss": 1.2301988639253558, "val_acc1": 69.84848484848484, "val_acc5": 90.10606060606061, "epoch": 5, "n_parameters": 1012174352} | |
| {"train_lr": 3.096343451915093e-05, "train_min_lr": 4.119002109831125e-07, "train_loss": 2.4863925858052394, "train_loss_scale": 2133.4525853463765, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 56787.66725129142, "val_loss": 1.1599643573375664, "val_acc1": 71.3989898989899, "val_acc5": 90.67171717171718, "epoch": 6, "n_parameters": 1012174352} | |
| {"train_lr": 3.047626693436684e-05, "train_min_lr": 4.054195206439095e-07, "train_loss": 2.4105038858559436, "train_loss_scale": 2125.411592466893, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 56591.38371124034, "val_loss": 1.114838745714438, "val_acc1": 72.93434343434343, "val_acc5": 91.26262626262626, "epoch": 7, "n_parameters": 1012174352} | |
| {"train_lr": 2.9755132413894413e-05, "train_min_lr": 3.958264162049956e-07, "train_loss": 2.342415868686136, "train_loss_scale": 2161.766420443202, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 57332.39221420486, "val_loss": 1.0709108055962457, "val_acc1": 73.92929292929293, "val_acc5": 91.8030303030303, "epoch": 8, "n_parameters": 1012174352} | |
| {"train_lr": 2.8811403679906853e-05, "train_min_lr": 3.832721866540081e-07, "train_loss": 2.280672215471427, "train_loss_scale": 2146.1955147401345, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 56941.03155204421, "val_loss": 1.0498580804497304, "val_acc1": 74.72222222222223, "val_acc5": 92.14646464646465, "epoch": 9, "n_parameters": 1012174352} | |
| {"train_lr": 2.7659963898295508e-05, "train_min_lr": 3.679548196905089e-07, "train_loss": 2.2320406851194163, "train_loss_scale": 2193.3170958940573, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 58080.3873256085, "val_loss": 1.0204292854154953, "val_acc1": 75.07575757575758, "val_acc5": 92.33838383838383, "epoch": 10, "n_parameters": 1012174352} | |
| {"train_lr": 2.631897196225314e-05, "train_min_lr": 3.501158793416624e-07, "train_loss": 2.1798097226706012, "train_loss_scale": 2211.4093298728953, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 58633.284539245375, "val_loss": 0.9940453302017366, "val_acc1": 75.78787878787878, "val_acc5": 92.79797979797979, "epoch": 11, "n_parameters": 1012174352} | |
| {"train_lr": 2.4809576115680345e-05, "train_min_lr": 3.3003669635323883e-07, "train_loss": 2.1339693169007323, "train_loss_scale": 2202.993544952419, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 58361.607050213264, "val_loss": 0.9751854578653971, "val_acc1": 76.45959595959596, "val_acc5": 93.07575757575758, "epoch": 12, "n_parameters": 1012174352} | |
| {"train_lr": 2.3155580432747697e-05, "train_min_lr": 3.0803393143567675e-07, "train_loss": 2.089226106835594, "train_loss_scale": 2243.47108537965, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 59018.91995001445, "val_loss": 0.9479959314038056, "val_acc1": 77.26262626262626, "val_acc5": 93.36868686868686, "epoch": 13, "n_parameters": 1012174352} | |
| {"train_lr": 2.1383069413423548e-05, "train_min_lr": 2.8445458133554917e-07, "train_loss": 2.0405022166061997, "train_loss_scale": 2295.3627470553006, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 60861.85100127063, "val_loss": 0.9199172554594097, "val_acc1": 77.94949494949495, "val_acc5": 93.53535353535354, "epoch": 14, "n_parameters": 1012174352} | |
| {"train_lr": 1.9519996615330004e-05, "train_min_lr": 2.596705064895562e-07, "train_loss": 1.995161975667187, "train_loss_scale": 2358.089305916018, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 62909.605210336566, "val_loss": 0.9142372432381216, "val_acc1": 78.14141414141415, "val_acc5": 93.43939393939394, "epoch": 15, "n_parameters": 1012174352} | |
| {"train_lr": 1.7595743809438524e-05, "train_min_lr": 2.3407256656330555e-07, "train_loss": 1.9523035519473577, "train_loss_scale": 2387.1186530911027, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 63731.19100848372, "val_loss": 0.8987005340691768, "val_acc1": 78.56565656565657, "val_acc5": 93.91919191919192, "epoch": 16, "n_parameters": 1012174352} | |
| {"train_lr": 1.5640657611990557e-05, "train_min_lr": 2.0806445636090178e-07, "train_loss": 1.9014241522521529, "train_loss_scale": 2423.439409063685, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 64606.43852515261, "val_loss": 0.8883629361547605, "val_acc1": 79.03030303030303, "val_acc5": 93.96464646464646, "epoch": 17, "n_parameters": 1012174352} | |
| {"train_lr": 1.3685570900232155e-05, "train_min_lr": 1.820563393167328e-07, "train_loss": 1.858857163126267, "train_loss_scale": 2511.4473946895587, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 67415.4190285286, "val_loss": 0.8598452867642797, "val_acc1": 79.6919191919192, "val_acc5": 94.08080808080808, "epoch": 18, "n_parameters": 1012174352} | |
| {"train_lr": 1.1761316559519669e-05, "train_min_lr": 1.5645837897307646e-07, "train_loss": 1.8159038358620658, "train_loss_scale": 2493.2188726958143, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 66973.47808879726, "val_loss": 0.8578411709178578, "val_acc1": 79.77777777777777, "val_acc5": 94.35353535353535, "epoch": 19, "n_parameters": 1012174352} | |
| {"train_lr": 9.898241230300183e-06, "train_min_lr": 1.3167427045603636e-07, "train_loss": 1.7718455958512758, "train_loss_scale": 2631.8919278631797, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 70848.41237225287, "val_loss": 0.8391563832639444, "val_acc1": 80.38383838383838, "val_acc5": 94.37373737373737, "epoch": 20, "n_parameters": 1012174352} | |
| {"train_lr": 8.125726723462716e-06, "train_min_lr": 1.0809487396223047e-07, "train_loss": 1.7332542047252624, "train_loss_scale": 2710.598256471684, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 73374.33970388133, "val_loss": 0.8409844372489236, "val_acc1": 80.34848484848484, "val_acc5": 94.27777777777777, "epoch": 21, "n_parameters": 1012174352} | |
| {"train_lr": 6.471726651628777e-06, "train_min_lr": 8.609205066001928e-08, "train_loss": 1.6944648500978392, "train_loss_scale": 2621.670326745192, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 71327.9419511879, "val_loss": 0.8289107163265498, "val_acc1": 80.87373737373737, "val_acc5": 94.42929292929293, "epoch": 22, "n_parameters": 1012174352} | |
| {"train_lr": 4.962325583983114e-06, "train_min_lr": 6.601279821672616e-08, "train_loss": 1.658944739284031, "train_loss_scale": 2646.849537499168, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 71936.86095615863, "val_loss": 0.8222426248800875, "val_acc1": 81.12121212121212, "val_acc5": 94.55555555555556, "epoch": 23, "n_parameters": 1012174352} | |
| {"train_lr": 3.6213276770348273e-06, "train_min_lr": 4.8173778438145984e-08, "train_loss": 1.6300130770120596, "train_loss_scale": 2789.849737139815, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 76148.66812306615, "val_loss": 0.8256493867045701, "val_acc1": 81.21212121212122, "val_acc5": 94.42424242424242, "epoch": 24, "n_parameters": 1012174352} | |
| {"train_lr": 2.469881268849921e-06, "train_min_lr": 3.2856323322701415e-08, "train_loss": 1.6050957058349191, "train_loss_scale": 2531.0558328342318, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 69467.1993535446, "val_loss": 0.8215661653364548, "val_acc1": 81.33333333333333, "val_acc5": 94.37373737373737, "epoch": 25, "n_parameters": 1012174352} | |
| {"train_lr": 1.5261453571262e-06, "train_min_lr": 2.0301998287766554e-08, "train_loss": 1.5860152951188036, "train_loss_scale": 2603.169228721634, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 71531.43712533667, "val_loss": 0.8245392640431722, "val_acc1": 81.5050505050505, "val_acc5": 94.34848484848484, "epoch": 26, "n_parameters": 1012174352} | |
| {"train_lr": 8.050032209520244e-07, "train_min_lr": 1.0708792538732696e-08, "train_loss": 1.5728138490875216, "train_loss_scale": 2785.386304651627, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 77221.26058607608, "val_loss": 0.8242919649740662, "val_acc1": 81.35858585858585, "val_acc5": 94.54040404040404, "epoch": 27, "n_parameters": 1012174352} | |
| {"train_lr": 3.1782770260432096e-07, "train_min_lr": 4.227996660965607e-09, "train_loss": 1.5597482842234622, "train_loss_scale": 2620.137086577494, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 72157.57422086208, "val_loss": 0.8231579309039646, "val_acc1": 81.53535353535354, "val_acc5": 94.4949494949495, "epoch": 28, "n_parameters": 1012174352} | |
| {"train_lr": 7.230185103196897e-08, "train_min_lr": 9.618166768973158e-10, "train_loss": 1.558042849730813, "train_loss_scale": 2623.476142942703, "train_weight_decay": 0.09999999999994548, "train_grad_norm": 72358.12380705656, "val_loss": 0.8231593578512019, "val_acc1": 81.52525252525253, "val_acc5": 94.5, "epoch": 29, "n_parameters": 1012174352} | |
| {"Final top-1": 85.50717316629623, "Final Top-5": 96.68619923216811} | |