SE results after epoch 28
Browse files- results.json +43 -2
results.json
CHANGED
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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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"last_completed_epoch":
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"next_epoch":
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"best_epoch": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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"val_iou_edema": 0.6411932344972231,
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"val_iou_enhancing": 0.7027697052369373,
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"epoch_seconds": 1542.2254490852356
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}
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]
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}
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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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+
"last_completed_epoch": 28,
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"next_epoch": 29,
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"best_epoch": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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| 1136 |
"val_iou_edema": 0.6411932344972231,
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| 1137 |
"val_iou_enhancing": 0.7027697052369373,
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| 1138 |
"epoch_seconds": 1542.2254490852356
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},
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{
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"epoch": 28,
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"learning_rate": 4.3733338321784775e-05,
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| 1143 |
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"train_loss": 0.4801584298209268,
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| 1144 |
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"val_loss": 0.5450409817937258,
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| 1145 |
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"train_dice": 0.8081283320426303,
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| 1146 |
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"val_dice": 0.7263472508276095,
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| 1147 |
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"train_dice_macro_all": 0.8509631498132,
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| 1148 |
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"val_dice_macro_all": 0.7889335120023573,
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"train_tumor_dice": 0.9304441154205086,
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| 1150 |
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"val_tumor_dice": 0.9191420060031334,
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"train_iou": 0.6789640807881341,
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"val_iou": 0.581971853000812,
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"train_tumor_iou": 0.8699350158653224,
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| 1154 |
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"val_tumor_iou": 0.850381836566958,
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"train_precision": 0.9446745844806538,
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"val_precision": 0.9342303318796271,
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"train_recall": 0.9166360161224667,
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"val_recall": 0.9045333032245222,
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"train_fnr": 0.08336398387753333,
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"val_fnr": 0.09546669677547782,
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"train_fpr": 0.016157494786911142,
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"val_fpr": 0.018739474487134263,
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"train_TP": 16343644,
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"train_TN": 58283135,
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"train_FP": 957175,
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"train_FN": 1486382,
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"val_TP": 3989597,
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"val_TN": 14707120,
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"val_FP": 280867,
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"val_FN": 421072,
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"val_dice_background": 0.9766922955266005,
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"val_dice_ncr_net": 0.5672662501383797,
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| 1173 |
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"val_dice_edema": 0.7963449557882636,
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| 1174 |
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"val_dice_enhancing": 0.8154305465561854,
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"val_iou_background": 0.9544463422458178,
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"val_iou_ncr_net": 0.39593277550219563,
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"val_iou_edema": 0.6616056316282738,
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"val_iou_enhancing": 0.6883771518719667,
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"epoch_seconds": 1656.6765940189362
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}
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]
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}
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