Checkpoint at epoch 2
Browse files- epoch_2/metadata.json +18 -45
- epoch_2/model_state_dict.pth +2 -2
- epoch_2/optimizer_state_dict.pth +2 -2
epoch_2/metadata.json
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{
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"epoch": 2,
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"loss": 0.
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"results":
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"Train Loss": "0.0263",
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"Val Loss": "0.0483",
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"Accuracy": "86.24%",
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"Balanced Acc": "92.00%",
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"F1 Pos": "91.70%",
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"F1 Neg": "59.67%",
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"Recall Neg": "99.25%",
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"TP": 18896,
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"TN": 2529,
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"FP": 19,
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"FN": 3400
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},
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{
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"Epoch": 2,
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"Train Loss": "0.0191",
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"Val Loss": "0.0341",
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"Accuracy": "90.73%",
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"Balanced Acc": "94.45%",
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"F1 Pos": "94.56%",
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"F1 Neg": "68.68%",
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"Recall Neg": "99.14%",
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"TP": 20014,
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"TN": 2526,
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"FP": 22,
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"FN": 2282
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}
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]
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}
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{
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"epoch": 2,
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"loss": 0.04033649780267929,
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"results": {
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"loss": 0.04033649780267929,
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"accuracy": 0.8819835775237482,
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"balanced_accuracy": 0.9318150005717283,
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"auroc": 0.992337310224247,
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"auprc": 0.9985192216838991,
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"TP": 19378,
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"TN": 2534,
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"FP": 14,
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"FN": 2918,
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"precision_pos": 0.9992780528052805,
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"recall_pos": 0.8691245066379619,
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"f1_pos": 0.9296680099788907,
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"precision_neg": 0.46478356566397655,
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"recall_neg": 0.9945054945054945,
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"f1_neg": 0.6335000000000001
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}
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}
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epoch_2/model_state_dict.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:38de10cf76db7ff5b49a2e8a2da9604fd04f4e16ede5eccd0394541dae9928fd
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size 377987876
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epoch_2/optimizer_state_dict.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:50ab132d9b737ebe3fe77c30f36445b36440b20643f3e3166535ad691665b045
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size 827237
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