Eval checkpoint at epoch 24
Browse files- epoch_24/metadata.json +132 -0
- epoch_24/model_state_dict.pth +3 -0
- epoch_24/optimizer_state_dict.pth +3 -0
epoch_24/metadata.json
ADDED
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{
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"epoch": 24,
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| 3 |
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"loss": 0.027377965624786945,
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| 4 |
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"results": [
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{
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| 6 |
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"Epoch": 16,
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| 7 |
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"Train Loss": "0.0101",
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| 8 |
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"Val Loss": "0.0302",
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| 9 |
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"Accuracy": "92.31%",
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| 10 |
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"Balanced Acc": "95.47%",
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| 11 |
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"F1 Pos": "95.53%",
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| 12 |
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"F1 Neg": "72.62%",
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| 13 |
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"Recall Neg": "99.45%",
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| 14 |
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"TP": 20399,
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| 15 |
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"TN": 2534,
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"FP": 14,
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"FN": 1897
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},
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{
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"Epoch": 17,
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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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| 38 |
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"Balanced Acc": "97.13%",
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| 39 |
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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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| 43 |
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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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| 52 |
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"Balanced Acc": "96.08%",
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| 53 |
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"F1 Pos": "96.26%",
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| 54 |
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"F1 Neg": "75.86%",
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| 55 |
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"Recall Neg": "99.29%",
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| 56 |
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"TP": 20704,
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| 57 |
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"TN": 2530,
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| 58 |
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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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| 63 |
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"Train Loss": "0.0097",
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| 64 |
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"Val Loss": "0.0538",
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| 65 |
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"Accuracy": "87.26%",
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| 66 |
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"Balanced Acc": "92.74%",
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| 67 |
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"F1 Pos": "92.36%",
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| 68 |
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"F1 Neg": "61.60%",
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| 69 |
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"Recall Neg": "99.65%",
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| 70 |
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"TP": 19139,
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| 71 |
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"TN": 2539,
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| 72 |
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"FP": 9,
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| 73 |
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"FN": 3157
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| 74 |
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},
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{
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"Epoch": 21,
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| 77 |
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"Train Loss": "0.0107",
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| 78 |
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"Val Loss": "0.0285",
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| 79 |
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"Accuracy": "92.61%",
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| 80 |
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"Balanced Acc": "95.60%",
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| 81 |
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"F1 Pos": "95.71%",
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| 82 |
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"F1 Neg": "73.39%",
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| 83 |
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"Recall Neg": "99.37%",
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| 84 |
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"TP": 20476,
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| 85 |
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"TN": 2532,
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| 86 |
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"FP": 16,
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| 87 |
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"FN": 1820
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},
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{
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"Epoch": 22,
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| 91 |
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"Train Loss": "0.0096",
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| 92 |
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"Val Loss": "0.0292",
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| 93 |
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"Accuracy": "92.42%",
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| 94 |
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"Balanced Acc": "95.50%",
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| 95 |
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"F1 Pos": "95.59%",
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| 96 |
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"F1 Neg": "72.88%",
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| 97 |
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"Recall Neg": "99.37%",
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| 98 |
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"TP": 20428,
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| 99 |
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"TN": 2532,
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"FP": 16,
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"FN": 1868
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},
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{
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"Epoch": 23,
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| 105 |
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"Train Loss": "0.0089",
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| 106 |
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"Val Loss": "0.0211",
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| 107 |
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"Accuracy": "94.91%",
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| 108 |
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"Balanced Acc": "96.83%",
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| 109 |
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"F1 Pos": "97.08%",
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| 110 |
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"F1 Neg": "79.99%",
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| 111 |
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"Recall Neg": "99.25%",
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| 112 |
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"TP": 21050,
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| 113 |
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"TN": 2529,
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| 114 |
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"FP": 19,
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| 115 |
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"FN": 1246
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| 116 |
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},
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| 117 |
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{
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| 118 |
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"Epoch": 24,
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| 119 |
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"Train Loss": "0.0090",
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| 120 |
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"Val Loss": "0.0274",
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| 121 |
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"Accuracy": "93.09%",
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| 122 |
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"Balanced Acc": "95.87%",
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| 123 |
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"F1 Pos": "96.00%",
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| 124 |
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"F1 Neg": "74.68%",
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| 125 |
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"Recall Neg": "99.37%",
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| 126 |
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"TP": 20595,
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| 127 |
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"TN": 2532,
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| 128 |
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"FP": 16,
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"FN": 1701
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}
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]
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}
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epoch_24/model_state_dict.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:3a5e53560462982dedd6b1f8195560ce776eb61c6dfba183ceefdf38ac78d489
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size 377987684
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epoch_24/optimizer_state_dict.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:d2f9c990d58891a9e8596b9513c8943b7cc391ec60a8450632c705a1ddcb903c
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size 825449
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