Results epoch 9
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": 8,
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"best_validation_dice": 0.7268497585989708,
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"config": {
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@@ -357,6 +357,47 @@
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"val_iou_edema": 0.6401025093741581,
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"val_iou_enhancing": 0.68876854339145,
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"epoch_seconds": 980.016972
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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": 9,
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"next_epoch": 10,
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"best_epoch": 8,
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"best_validation_dice": 0.7268497585989708,
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"config": {
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| 357 |
"val_iou_edema": 0.6401025093741581,
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"val_iou_enhancing": 0.68876854339145,
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"epoch_seconds": 980.016972
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},
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{
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"epoch": 9,
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"learning_rate": 9.381533400219317e-05,
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"train_loss": 0.5851678669858141,
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"val_loss": 0.647884306472701,
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"train_dice": 0.7703043641617576,
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"val_dice": 0.6865415615163498,
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"train_dice_macro_all": 0.82140021315099,
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"val_dice_macro_all": 0.75754042301223,
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"train_tumor_dice": 0.9141962715184991,
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"val_tumor_dice": 0.8907298689281763,
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"train_iou": 0.6293326361376264,
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"val_iou": 0.5365464960145312,
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"train_tumor_iou": 0.8419535202711128,
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"val_tumor_iou": 0.8029873373291999,
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"train_precision": 0.929557341980824,
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"val_precision": 0.9415900860053813,
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"train_recall": 0.8993346356796111,
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"val_recall": 0.8450825308699123,
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"train_fnr": 0.10066536432038883,
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"val_fnr": 0.15491746913008775,
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"train_fpr": 0.020537413717632565,
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"val_fpr": 0.01511881789553706,
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"train_TP": 16050213,
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"train_TN": 58007273,
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"train_FP": 1216299,
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"train_FN": 1796551,
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"val_TP": 3669563,
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"val_TN": 14828767,
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"val_FP": 227635,
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"val_FN": 672691,
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"val_dice_background": 0.9705370074998707,
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"val_dice_ncr_net": 0.5099282076598678,
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"val_dice_edema": 0.740819769687469,
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"val_dice_enhancing": 0.8088767072017126,
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"val_iou_background": 0.9427604630476786,
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"val_iou_ncr_net": 0.3422172074400753,
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"val_iou_edema": 0.5883349752907064,
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"val_iou_enhancing": 0.6790873053128119,
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"epoch_seconds": 1005.616751
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}
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]
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}
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