Results epoch 16
Browse files- baseline_results.json +43 -2
baseline_results.json
CHANGED
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@@ -1,8 +1,8 @@
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{
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"experiment": "Baseline Original 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": 14,
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"best_validation_dice": 0.7537100942092255,
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"config": {
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@@ -644,6 +644,47 @@
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"val_iou_edema": 0.6269659102200285,
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"val_iou_enhancing": 0.6920674682208879,
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"epoch_seconds": 404.476281
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}
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]
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}
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{
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"experiment": "Baseline Original 3D U-Net",
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"status": "training",
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"last_completed_epoch": 16,
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"next_epoch": 17,
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"best_epoch": 14,
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"best_validation_dice": 0.7537100942092255,
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"config": {
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| 644 |
"val_iou_edema": 0.6269659102200285,
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| 645 |
"val_iou_enhancing": 0.6920674682208879,
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| 646 |
"epoch_seconds": 404.476281
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},
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{
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"epoch": 16,
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"learning_rate": 7.938926261462366e-05,
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"train_loss": 0.4993670914752954,
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"val_loss": 0.5255432060441455,
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"train_dice": 0.7969947724537138,
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| 654 |
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"val_dice": 0.7526750211017276,
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| 655 |
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"train_dice_macro_all": 0.8419446457148648,
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| 656 |
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"val_dice_macro_all": 0.8085402117170563,
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"train_tumor_dice": 0.9245435926328501,
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"val_tumor_dice": 0.920866091277858,
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"train_iou": 0.6643775807623983,
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"val_iou": 0.6092029385183265,
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"train_tumor_iou": 0.8596755631371866,
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"val_tumor_iou": 0.8533381110860494,
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"train_precision": 0.9356374794352423,
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"val_precision": 0.937180377520496,
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"train_recall": 0.9137097042392429,
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"val_recall": 0.9051100796553553,
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"train_fnr": 0.08629029576075703,
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"val_fnr": 0.09488992034464472,
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"train_fpr": 0.019630825737287874,
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"val_fpr": 0.018712812792753403,
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"train_TP": 16759437,
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"train_TN": 57575264,
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"train_FP": 1152882,
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"train_FN": 1582753,
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"val_TP": 4138910,
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"val_TN": 14548398,
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"val_FP": 277433,
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"val_FN": 433915,
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"val_dice_background": 0.9761357835630423,
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"val_dice_ncr_net": 0.6460905125002794,
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"val_dice_edema": 0.7927062552893426,
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"val_dice_enhancing": 0.8192282955155609,
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"val_iou_background": 0.9533840209397981,
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"val_iou_ncr_net": 0.477203622890199,
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"val_iou_edema": 0.6565976662782463,
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"val_iou_enhancing": 0.6938075263865345,
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"epoch_seconds": 386.416787
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}
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]
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}
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