Shufan Li
commited on
Commit
•
d0825b5
1
Parent(s):
a141e5a
add k400 training
Browse files- k400/checkpoint-best.pth +3 -0
- k400/checkpoint-latest.pth +3 -0
- k400/log.txt +51 -0
k400/checkpoint-best.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4a0621dee00edd644acbf535bdaca56916a37ac4d9a4c200aef5f59aadc4bc7
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size 480416574
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k400/checkpoint-latest.pth
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version https://git-lfs.github.com/spec/v1
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size 480419806
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k400/log.txt
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{"train_lr": 1.0223911293623287e-05, "train_min_lr": 2.4371587462957037e-10, "train_loss": 5.8170912236585135, "train_loss_scale": 220363.6824010914, "train_weight_decay": 0.05000000000000669, "train_grad_norm": 6.741515036071632, "val_loss": 4.445647297262846, "val_acc1": 13.208439180772912, "val_acc5": 34.14147939970271, "epoch": 0, "n_parameters": 39992848}
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{"train_lr": 3.0174455646811635e-05, "train_min_lr": 7.192935891394719e-10, "train_loss": 4.6733906379053405, "train_loss_scale": 2807050.826739427, "train_weight_decay": 0.05000000000000669, "train_grad_norm": 7.748025844269527, "val_loss": 2.6085919576042547, "val_acc1": 40.806047192148355, "val_acc5": 69.67359623560677, "epoch": 1, "n_parameters": 39992848}
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{"train_lr": 8.785280277123507e-06, "train_min_lr": 2.0942203087584495e-10, "train_loss": 2.5448538385250314, "train_loss_scale": 2.0112960447816436e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": NaN, "val_loss": 0.8044941746453832, "val_acc1": 80.94563618715223, "val_acc5": 95.40827105687907, "epoch": 41, "n_parameters": 39992848}
|
| 43 |
+
{"train_lr": 6.940872747883076e-06, "train_min_lr": 1.6545535498708208e-10, "train_loss": 2.5336505306724555, "train_loss_scale": 1.879823971528702e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": NaN, "val_loss": 0.8016023224721702, "val_acc1": 81.18178229848444, "val_acc5": 95.31906032081815, "epoch": 42, "n_parameters": 39992848}
|
| 44 |
+
{"train_lr": 5.306853945761619e-06, "train_min_lr": 1.265038901236701e-10, "train_loss": 2.522356897904595, "train_loss_scale": 1.7200173997298673e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": Infinity, "val_loss": 0.7990030080833066, "val_acc1": 81.33921299653329, "val_acc5": 95.35579415232469, "epoch": 43, "n_parameters": 39992848}
|
| 45 |
+
{"train_lr": 3.891184646112095e-06, "train_min_lr": 9.275740390704045e-11, "train_loss": 2.512602561960279, "train_loss_scale": 2.9145998584247013e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": Infinity, "val_loss": 0.7950183249123263, "val_acc1": 81.37069914863451, "val_acc5": 95.4712433370595, "epoch": 44, "n_parameters": 39992848}
|
| 46 |
+
{"train_lr": 2.700761847459884e-06, "train_min_lr": 6.438030582585259e-11, "train_loss": 2.5072691910151814, "train_loss_scale": 1.775779692868184e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": NaN, "val_loss": 0.7980627838266493, "val_acc1": 81.35495607678776, "val_acc5": 95.40827105687907, "epoch": 45, "n_parameters": 39992848}
|
| 47 |
+
{"train_lr": 1.7413851700190804e-06, "train_min_lr": 4.151084624950393e-11, "train_loss": 2.5043958159577797, "train_loss_scale": 1.9852283061194226e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": Infinity, "val_loss": 0.795208231256266, "val_acc1": 81.34446069635732, "val_acc5": 95.40302336666386, "epoch": 46, "n_parameters": 39992848}
|
| 48 |
+
{"train_lr": 1.0177286005259916e-06, "train_min_lr": 2.4260442886219458e-11, "train_loss": 2.499114779115618, "train_loss_scale": 1.672868794149502e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": Infinity, "val_loss": 0.7962640616186526, "val_acc1": 81.391689916702, "val_acc5": 95.46599564924648, "epoch": 47, "n_parameters": 39992848}
|
| 49 |
+
{"train_lr": 5.333177210454811e-07, "train_min_lr": 1.2713137967180628e-11, "train_loss": 2.496748880375212, "train_loss_scale": 2.4451538865163518e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": NaN, "val_loss": 0.7954816204373741, "val_acc1": 81.35495609240208, "val_acc5": 95.43450950795517, "epoch": 48, "n_parameters": 39992848}
|
| 50 |
+
{"train_lr": 2.905125326895701e-07, "train_min_lr": 6.925188801222288e-12, "train_loss": 2.4971960905832615, "train_loss_scale": 1.992708613735538e+35, "train_weight_decay": 0.05000000000000669, "train_grad_norm": Infinity, "val_loss": 0.7948179201044667, "val_acc1": 81.38644223249229, "val_acc5": 95.38203260340077, "epoch": 49, "n_parameters": 39992848}
|
| 51 |
+
{"Final top-1": 81.87591853873609, "Final Top-5": 95.62250682343061}
|