Results epoch 25
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": 22,
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"best_validation_dice": 0.762200769842023,
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"config": {
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"val_iou_edema": 0.6673868005816707,
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"val_iou_enhancing": 0.7313997861374497,
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"epoch_seconds": 377.467633
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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": 25,
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"next_epoch": 26,
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"best_epoch": 22,
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"best_validation_dice": 0.762200769842023,
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"config": {
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| 1013 |
"val_iou_edema": 0.6673868005816707,
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| 1014 |
"val_iou_enhancing": 0.7313997861374497,
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| 1015 |
"epoch_seconds": 377.467633
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},
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{
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"epoch": 25,
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"learning_rate": 5.3139525976465657e-05,
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"train_loss": 0.4291562640748056,
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"val_loss": 0.5315175628339922,
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"train_dice": 0.8244067573510785,
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| 1023 |
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"val_dice": 0.7407705059257546,
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| 1024 |
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"train_dice_macro_all": 0.8631449967144852,
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| 1025 |
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"val_dice_macro_all": 0.7995950969643965,
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"train_tumor_dice": 0.9305455328583134,
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"val_tumor_dice": 0.9086376870767052,
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"train_iou": 0.7021000323447555,
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"val_iou": 0.5962300632851345,
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"train_tumor_iou": 0.8701123436749647,
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"val_tumor_iou": 0.832571984864359,
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"train_precision": 0.9392566544051695,
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"val_precision": 0.9670311110288802,
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"train_recall": 0.9219945088179952,
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"val_recall": 0.856894761224659,
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"train_fnr": 0.07800549118200478,
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"val_fnr": 0.143105238775341,
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"train_fpr": 0.017933547452698373,
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"val_fpr": 0.008244698887447506,
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"train_TP": 16430133,
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"train_TN": 58187564,
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"train_FP": 1062565,
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"train_FN": 1390074,
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"val_TP": 3658651,
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"val_TN": 15004260,
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"val_FP": 124734,
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"val_FN": 611011,
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"val_dice_background": 0.9760688700803223,
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"val_dice_ncr_net": 0.6168088698784331,
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"val_dice_edema": 0.7752408002650077,
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"val_dice_enhancing": 0.8302618476338227,
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"val_iou_background": 0.9532563680888284,
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"val_iou_ncr_net": 0.445931770704908,
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"val_iou_edema": 0.6329740576210823,
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"val_iou_enhancing": 0.7097843615294133,
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"epoch_seconds": 375.909597
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}
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]
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}
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