Checkpoint at epoch 7
Browse files- epoch_7/metadata.json +18 -115
- epoch_7/model_state_dict.pth +2 -2
- epoch_7/optimizer_state_dict.pth +2 -2
epoch_7/metadata.json
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{
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"epoch": 7,
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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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"Epoch": 3,
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"Train Loss": "0.0162",
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"Val Loss": "0.0397",
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"Accuracy": "89.09%",
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"Balanced Acc": "93.73%",
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"F1 Pos": "93.53%",
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"F1 Neg": "65.18%",
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"Recall Neg": "99.57%",
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"TP": 19597,
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"TN": 2537,
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"FP": 11,
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"FN": 2699
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},
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{
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"Epoch": 4,
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"Train Loss": "0.0148",
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"Val Loss": "0.0339",
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"Accuracy": "91.06%",
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"Balanced Acc": "94.67%",
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"F1 Pos": "94.76%",
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"F1 Neg": "69.48%",
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"Recall Neg": "99.22%",
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"TP": 20095,
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"TN": 2528,
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"FP": 20,
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"FN": 2201
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},
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{
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"Epoch": 5,
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"Train Loss": "0.0136",
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"Val Loss": "0.0331",
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"Accuracy": "91.21%",
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"Balanced Acc": "94.82%",
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"F1 Pos": "94.85%",
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"F1 Neg": "69.86%",
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"Recall Neg": "99.37%",
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"TP": 20127,
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"TN": 2532,
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"FP": 16,
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"FN": 2169
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},
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{
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"Epoch": 6,
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"Train Loss": "0.0123",
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"Val Loss": "0.0364",
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"Accuracy": "90.75%",
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"Balanced Acc": "94.44%",
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"F1 Pos": "94.57%",
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"F1 Neg": "68.72%",
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"Recall Neg": "99.10%",
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"TP": 20020,
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"TN": 2525,
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"FP": 23,
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"FN": 2276
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},
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{
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"Epoch": 7,
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"Train Loss": "0.0142",
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"Val Loss": "0.0332",
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"Accuracy": "91.42%",
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"Balanced Acc": "94.94%",
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"F1 Pos": "94.98%",
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"F1 Neg": "70.37%",
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"Recall Neg": "99.37%",
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"TP": 20180,
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"TN": 2532,
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"FP": 16,
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"FN": 2116
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}
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]
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}
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{
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"epoch": 7,
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"loss": 0.03032305092703862,
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"results": {
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"loss": 0.03032305092703862,
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"accuracy": 0.9163580743841572,
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"balanced_accuracy": 0.9509664178663102,
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"auroc": 0.9961430611202832,
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"auprc": 0.9993941678245514,
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"TP": 20232,
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"TN": 2534,
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"FP": 14,
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"FN": 2064,
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"precision_pos": 0.9993085053837795,
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"recall_pos": 0.907427341227126,
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"f1_pos": 0.9511541535423816,
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"precision_neg": 0.5511091779034363,
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"recall_neg": 0.9945054945054945,
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"f1_neg": 0.7092079485026588
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}
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}
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epoch_7/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 sha256:16a5f0dd9fa77b6027f5e0844a2b285e1b9f92094d0d683bc0a2e1c84f90e21c
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size 377987876
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epoch_7/optimizer_state_dict.pth
CHANGED
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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 sha256:4e5e81d62b1a8659e03d361c7a30ff39f6c8042304c3b166030fbc7d51c9f3e7
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size 827237
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