Checkpoint at epoch 20
Browse files- epoch_20/metadata.json +18 -73
- epoch_20/model_state_dict.pth +2 -2
- epoch_20/optimizer_state_dict.pth +2 -2
epoch_20/metadata.json
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{
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"epoch": 20,
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"loss": 0.
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"results":
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"Train Loss": "0.0112",
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"Val Loss": "0.0505",
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"Accuracy": "87.68%",
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"Balanced Acc": "92.94%",
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"F1 Pos": "92.63%",
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"F1 Neg": "62.36%",
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"Recall Neg": "99.57%",
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"TP": 19245,
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"TN": 2537,
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"FP": 11,
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"FN": 3051
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},
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{
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"Epoch": 18,
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"Train Loss": "0.0103",
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"Val Loss": "0.0196",
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"Accuracy": "95.73%",
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"Balanced Acc": "97.13%",
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"F1 Pos": "97.56%",
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"F1 Neg": "82.60%",
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"Recall Neg": "98.90%",
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"TP": 21262,
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"TN": 2520,
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"FP": 28,
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"FN": 1034
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},
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{
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"Epoch": 19,
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"Train Loss": "0.0093",
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"Val Loss": "0.0257",
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"Accuracy": "93.52%",
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"Balanced Acc": "96.08%",
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"F1 Pos": "96.26%",
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"F1 Neg": "75.86%",
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"Recall Neg": "99.29%",
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"TP": 20704,
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"TN": 2530,
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"FP": 18,
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"FN": 1592
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},
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{
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"Epoch": 20,
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"Train Loss": "0.0097",
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"Val Loss": "0.0538",
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"Accuracy": "87.26%",
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"Balanced Acc": "92.74%",
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"F1 Pos": "92.36%",
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"F1 Neg": "61.60%",
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"Recall Neg": "99.65%",
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"TP": 19139,
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"TN": 2539,
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"FP": 9,
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"FN": 3157
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}
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]
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}
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{
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"epoch": 20,
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"loss": 0.018804812356772335,
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"results": {
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"loss": 0.018804812356772335,
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"accuracy": 0.9500885525680245,
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"balanced_accuracy": 0.9692376060302402,
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"auroc": 0.9977244934572321,
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"auprc": 0.9997046711356998,
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"TP": 21073,
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"TN": 2531,
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"FP": 17,
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"FN": 1223,
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"precision_pos": 0.9991939307728781,
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"recall_pos": 0.9451471115895228,
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"f1_pos": 0.9714193518646569,
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"precision_neg": 0.6742141715503462,
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"recall_neg": 0.9933281004709577,
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"f1_neg": 0.8032370675975881
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}
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}
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epoch_20/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:f87456243a90ca67ad6b18e4dde8aa4c95e3af299d39b6eb4b1ca2704fc0d935
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size 377987876
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epoch_20/optimizer_state_dict.pth
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@@ -1,3 +1,3 @@
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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:bf9e5d7e5042ab27879e4444a9a6869e2b7e3e4ad9229d17a0f4b55034a6666e
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size 827237
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