Results epoch 47
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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@@ -1915,6 +1915,47 @@
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"val_iou_edema": 0.6574581992898555,
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"val_iou_enhancing": 0.7277461713600762,
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"epoch_seconds": 404.088248
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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": 47,
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"next_epoch": 48,
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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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"val_iou_edema": 0.6574581992898555,
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"val_iou_enhancing": 0.7277461713600762,
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"epoch_seconds": 404.088248
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},
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{
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"epoch": 47,
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"learning_rate": 1.5708419435684504e-06,
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"train_loss": 0.3768665500644113,
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"val_loss": 0.5105677408141058,
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"train_dice": 0.8486444311204192,
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"val_dice": 0.7613536494782499,
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"train_dice_macro_all": 0.8819487000052798,
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"val_dice_macro_all": 0.8153588249780693,
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"train_tumor_dice": 0.9406372748466277,
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"val_tumor_dice": 0.918507912130716,
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"train_iou": 0.7373703908103356,
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"val_iou": 0.6224561199325093,
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"train_tumor_iou": 0.8879274799011304,
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"val_tumor_iou": 0.8492969319270071,
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"train_precision": 0.9492229153263029,
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"val_precision": 0.947287736974231,
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"train_recall": 0.9322055549432503,
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"val_recall": 0.8914252614387136,
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"train_fnr": 0.06779444505674971,
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"val_fnr": 0.10857473856128647,
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"train_fpr": 0.015417396345118252,
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"val_fpr": 0.014311234834453054,
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"train_TP": 16966885,
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"train_TN": 57961923,
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"train_FP": 907615,
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"train_FN": 1233913,
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"val_TP": 3871960,
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"val_TN": 14839638,
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"val_FP": 215457,
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"val_FN": 471601,
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"val_dice_background": 0.9773743514775277,
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"val_dice_ncr_net": 0.6369901700514682,
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"val_dice_edema": 0.8214940351736252,
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"val_dice_enhancing": 0.8255767432096562,
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"val_iou_background": 0.9557498903823454,
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"val_iou_ncr_net": 0.4673408482134874,
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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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