Upload log.txt
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vit_g_tiktokactions_ft_sthv2_oscript/log.txt
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{"train_lr": 9.374644782085649e-07, "train_min_lr": 1.2470897442738483e-08, "train_loss": 4.984560365900235, "train_loss_scale": 8414.899687411196, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 100151.10866592487, "val_loss": 4.67065067180439, "val_acc1": 4.543253712072305, "val_acc5": 18.047934151065203, "epoch": 0, "n_parameters": 1011855918}
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{"train_lr": 2.8124822391042823e-06, "train_min_lr": 3.741387367595785e-08, "train_loss": 4.2629304256869265, "train_loss_scale": 4995.552524391399, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 81541.91273442311, "val_loss": 3.3396730958607366, "val_acc1": 24.318108457069076, "val_acc5": 52.90106520335701, "epoch": 1, "n_parameters": 1011855918}
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{"train_lr": 4.687500000000002e-06, "train_min_lr": 6.235684990917726e-08, "train_loss": 3.3670546361830547, "train_loss_scale": 4684.676328502415, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 106116.95239338753, "val_loss": 2.255735735957895, "val_acc1": 43.63298902517754, "val_acc5": 77.13847643641058, "epoch": 2, "n_parameters": 1011855918}
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{"train_lr": 6.562517760895717e-06, "train_min_lr": 8.729982614239663e-08, "train_loss": 2.820151234135431, "train_loss_scale": 3624.399355877617, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 94401.79531159347, "val_loss": 1.6827077921010973, "val_acc1": 56.82698515171078, "val_acc5": 85.6843124596514, "epoch": 3, "n_parameters": 1011855918}
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{"train_lr": 8.437535521791436e-06, "train_min_lr": 1.122428023756159e-07, "train_loss": 2.5270243624462214, "train_loss_scale": 3343.6408070474567, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 89007.46452960714, "val_loss": 1.4558835365142724, "val_acc1": 61.37830858618464, "val_acc5": 88.85167850225952, "epoch": 4, "n_parameters": 1011855918}
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{"train_lr": 9.340922022006835e-06, "train_min_lr": 1.2426036747511643e-07, "train_loss": 2.336019216049764, "train_loss_scale": 2946.243061475798, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 78400.63227403545, "val_loss": 1.3167672963816555, "val_acc1": 64.41655907036798, "val_acc5": 90.20739186571981, "epoch": 5, "n_parameters": 1011855918}
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{"train_lr": 9.138232872785902e-06, "train_min_lr": 1.2156403534579457e-07, "train_loss": 2.1882746176086836, "train_loss_scale": 2922.721227621483, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 77501.08442954949, "val_loss": 1.223747849079622, "val_acc1": 66.92220787604906, "val_acc5": 91.52275661717236, "epoch": 6, "n_parameters": 1011855918}
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{"train_lr": 8.741708227515386e-06, "train_min_lr": 1.1628914941717282e-07, "train_loss": 2.0918134759754814, "train_loss_scale": 2792.5024154589373, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 73669.24618810386, "val_loss": 1.200292425974482, "val_acc1": 67.39832149774048, "val_acc5": 92.01500968366688, "epoch": 7, "n_parameters": 1011855918}
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{"train_lr": 8.168678115929972e-06, "train_min_lr": 1.0866624751603652e-07, "train_loss": 2.009180553541176, "train_loss_scale": 2840.613052950649, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 75477.48855081761, "val_loss": 1.1319179590322497, "val_acc1": 69.53679793415107, "val_acc5": 92.58392511297612, "epoch": 8, "n_parameters": 1011855918}
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{"train_lr": 7.444186703609527e-06, "train_min_lr": 9.902848703421347e-08, "train_loss": 1.9388027876856184, "train_loss_scale": 2949.0074831865113, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 77962.75779876318, "val_loss": 1.11313257900802, "val_acc1": 70.0250161394448, "val_acc5": 92.91074887023886, "epoch": 9, "n_parameters": 1011855918}
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{"train_lr": 6.599897741768078e-06, "train_min_lr": 8.77970843518621e-08, "train_loss": 1.878873366678688, "train_loss_scale": 2737.2867291844273, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 72664.60503793944, "val_loss": 1.0976684205835292, "val_acc1": 70.69883795997417, "val_acc5": 93.16494512588767, "epoch": 10, "n_parameters": 1011855918}
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{"train_lr": 5.672710709385934e-06, "train_min_lr": 7.546290566045008e-08, "train_loss": 1.822583797559011, "train_loss_scale": 2741.263616557734, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 73390.22449462405, "val_loss": 1.0868618246660915, "val_acc1": 70.86830213040672, "val_acc5": 93.41107165913492, "epoch": 11, "n_parameters": 1011855918}
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{"train_lr": 4.703148128915143e-06, "train_min_lr": 6.256501375474991e-08, "train_loss": 1.7776115075084757, "train_loss_scale": 2829.0703798427585, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 76020.39973370935, "val_loss": 1.067195516774699, "val_acc1": 71.49774047772756, "val_acc5": 93.60877985797289, "epoch": 12, "n_parameters": 1011855918}
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{"train_lr": 3.733584537599758e-06, "train_min_lr": 4.9667108401991406e-08, "train_loss": 1.7349428890868097, "train_loss_scale": 2678.239651416122, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 72706.42650746256, "val_loss": 1.052412350151599, "val_acc1": 71.77614590058101, "val_acc5": 93.70158166559071, "epoch": 13, "n_parameters": 1011855918}
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{"train_lr": 2.806394516862649e-06, "train_min_lr": 3.7332889957107455e-08, "train_loss": 1.6984206462698705, "train_loss_scale": 2821.844084493701, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 76624.37140640125, "val_loss": 1.0458517314696636, "val_acc1": 72.09489993544221, "val_acc5": 93.77017430600387, "epoch": 14, "n_parameters": 1011855918}
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{"train_lr": 1.9621007197612556e-06, "train_min_lr": 2.6101422952285942e-08, "train_loss": 1.6705878450919607, "train_loss_scale": 2721.839916642986, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 74150.01047005292, "val_loss": 1.040173742061588, "val_acc1": 72.44593285990962, "val_acc5": 94.06068431245966, "epoch": 15, "n_parameters": 1011855918}
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{"train_lr": 1.2376028366000739e-06, "train_min_lr": 1.6463576390195708e-08, "train_loss": 1.646116481281438, "train_loss_scale": 2644.5331059960217, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 72558.08671121325, "val_loss": 1.0412002764185295, "val_acc1": 72.40558424790187, "val_acc5": 94.02033570045191, "epoch": 16, "n_parameters": 1011855918}
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{"train_lr": 6.645649013998233e-07, "train_min_lr": 8.840570413119232e-09, "train_loss": 1.6279296825036578, "train_loss_scale": 2724.8953301127212, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 75023.8341443603, "val_loss": 1.0404390349859112, "val_acc1": 72.46207230471272, "val_acc5": 94.06068431245966, "epoch": 17, "n_parameters": 1011855918}
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{"train_lr": 2.6803142166984103e-07, "train_min_lr": 3.5655669614953955e-09, "train_loss": 1.618092973315604, "train_loss_scale": 2750.114615894667, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 76187.99971505364, "val_loss": 1.0356750377460477, "val_acc1": 72.56697869593286, "val_acc5": 94.11313750806973, "epoch": 18, "n_parameters": 1011855918}
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{"train_lr": 6.533281325306665e-08, "train_min_lr": 8.691089984353706e-10, "train_loss": 1.6146621505842862, "train_loss_scale": 2626.588614189637, "train_weight_decay": 0.04999999999998047, "train_grad_norm": 72402.48177232496, "val_loss": 1.0361732091343425, "val_acc1": 72.61943189154293, "val_acc5": 94.06068431245966, "epoch": 19, "n_parameters": 1011855918}
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{"Final top-1": 74.2664567946079, "Final Top-5": 94.68055051055414}
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