Results epoch 48
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": 45,
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"best_validation_dice": 0.7721250271246268,
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"config": {
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@@ -1956,6 +1956,47 @@
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"val_iou_edema": 0.6970639603802541,
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"val_iou_enhancing": 0.7029635512037863,
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"epoch_seconds": 410.757365
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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": 48,
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+
"next_epoch": 49,
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"best_epoch": 45,
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"best_validation_dice": 0.7721250271246268,
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"config": {
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| 1956 |
"val_iou_edema": 0.6970639603802541,
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"val_iou_enhancing": 0.7029635512037863,
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"epoch_seconds": 410.757365
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},
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{
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"epoch": 48,
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"learning_rate": 8.856374635655631e-07,
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"train_loss": 0.3693893682591769,
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"val_loss": 0.496721359523567,
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"train_dice": 0.854257301157716,
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"val_dice": 0.7598664671904148,
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| 1967 |
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"train_dice_macro_all": 0.88626293482457,
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| 1968 |
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"val_dice_macro_all": 0.81438403799967,
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| 1969 |
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"train_tumor_dice": 0.9412169647326548,
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"val_tumor_dice": 0.9197425423169231,
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"train_iou": 0.7458909457748559,
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"val_iou": 0.6199677078664321,
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"train_tumor_iou": 0.8889611312056915,
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"val_tumor_iou": 0.8514105001316776,
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"train_precision": 0.9482269758903665,
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"val_precision": 0.9329740014681421,
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"train_recall": 0.9343098395751661,
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"val_recall": 0.9068811328400228,
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"train_fnr": 0.06569016042483387,
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"val_fnr": 0.0931188671599772,
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"train_fpr": 0.01552621636399688,
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"val_fpr": 0.018235623117919632,
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"train_TP": 16802161,
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"train_TN": 58169441,
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"train_FP": 917395,
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"train_FN": 1181339,
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"val_TP": 3847192,
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"val_TN": 14880046,
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"val_FP": 276387,
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"val_FN": 395031,
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| 1991 |
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"val_dice_background": 0.9779367504274352,
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| 1992 |
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"val_dice_ncr_net": 0.6415098700270693,
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"val_dice_edema": 0.8034354569279019,
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"val_dice_enhancing": 0.8346540746162731,
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| 1995 |
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"val_iou_background": 0.9568260583055075,
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| 1996 |
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"val_iou_ncr_net": 0.4722226947941477,
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"val_iou_edema": 0.6714518339856002,
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"val_iou_enhancing": 0.7162285948195484,
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"epoch_seconds": 404.774959
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}
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]
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}
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