Results epoch 20
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": 18,
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"best_validation_dice": 0.7567167023976262,
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"config": {
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@@ -808,6 +808,47 @@
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"val_iou_edema": 0.6466602527450329,
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"val_iou_enhancing": 0.7144980301879398,
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"epoch_seconds": 332.27169
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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": 20,
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"next_epoch": 21,
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"best_epoch": 18,
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"best_validation_dice": 0.7567167023976262,
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"config": {
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"val_iou_edema": 0.6466602527450329,
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"val_iou_enhancing": 0.7144980301879398,
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"epoch_seconds": 332.27169
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},
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{
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"epoch": 20,
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"learning_rate": 6.840622763423389e-05,
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"train_loss": 0.4589252609278069,
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"val_loss": 0.5209273345567085,
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"train_dice": 0.8122840661236772,
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"val_dice": 0.753160473099253,
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"train_dice_macro_all": 0.8538547820344076,
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"val_dice_macro_all": 0.8088017258051095,
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"train_tumor_dice": 0.9299653781889512,
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"val_tumor_dice": 0.9161567118472956,
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"train_iou": 0.6851215958171726,
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"val_iou": 0.6128636983346247,
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"train_tumor_iou": 0.8690984004003268,
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"val_tumor_iou": 0.8452852196084429,
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"train_precision": 0.9409326464349765,
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"val_precision": 0.9304883278567876,
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"train_recall": 0.9192508276308365,
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"val_recall": 0.902259877552091,
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"train_fnr": 0.0807491723691635,
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"val_fnr": 0.09774012244790899,
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"train_fpr": 0.017929958487537884,
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"val_fpr": 0.019903975666998124,
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"train_TP": 16794640,
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"train_TN": 57746126,
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"train_FP": 1054289,
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"train_FN": 1475281,
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"val_TP": 3990201,
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"val_TN": 14678118,
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"val_FP": 298086,
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"val_FN": 432251,
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"val_dice_background": 0.9757254839226788,
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"val_dice_ncr_net": 0.6210609228488193,
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"val_dice_edema": 0.8030145238411556,
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"val_dice_enhancing": 0.835405972607784,
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"val_iou_background": 0.9526015424648351,
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"val_iou_ncr_net": 0.450390400228486,
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"val_iou_edema": 0.6708640495940258,
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"val_iou_enhancing": 0.7173366451813625,
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"epoch_seconds": 353.599613
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}
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]
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}
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