Results epoch 24
Browse files- baseline_results.json +43 -2
baseline_results.json
CHANGED
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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": 0.6524249330544208,
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"val_iou_enhancing": 0.7221889431906556,
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"epoch_seconds": 344.546079
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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": 24,
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"next_epoch": 25,
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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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| 972 |
"val_iou_edema": 0.6524249330544208,
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| 973 |
"val_iou_enhancing": 0.7221889431906556,
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| 974 |
"epoch_seconds": 344.546079
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},
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{
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"epoch": 24,
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"learning_rate": 5.626666167821521e-05,
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"train_loss": 0.41721625686908254,
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"val_loss": 0.510040848037681,
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"train_dice": 0.8280425861934791,
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| 982 |
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"val_dice": 0.7549943887974945,
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| 983 |
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"train_dice_macro_all": 0.8662896571527339,
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| 984 |
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"val_dice_macro_all": 0.810919245056287,
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| 985 |
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"train_tumor_dice": 0.9356777301050647,
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"val_tumor_dice": 0.9244006022376766,
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"train_iou": 0.7072686362263854,
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"val_iou": 0.6158805271223403,
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"train_tumor_iou": 0.8791300873535516,
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"val_tumor_iou": 0.8594283375026048,
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"train_precision": 0.9445956336048986,
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"val_precision": 0.9304789069845597,
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"train_recall": 0.9269266391353892,
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"val_recall": 0.9184011945151999,
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"train_fnr": 0.07307336086461079,
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"val_fnr": 0.0815988054848001,
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"train_fpr": 0.016230102331660036,
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"val_fpr": 0.019501047981818256,
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"train_TP": 16423314,
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"train_TN": 58389012,
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"train_FP": 963294,
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"train_FN": 1294716,
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"val_TP": 3942655,
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"val_TN": 14811124,
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"val_FP": 294577,
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"val_FN": 350300,
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"val_dice_background": 0.978693813832665,
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"val_dice_ncr_net": 0.6195996097690659,
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"val_dice_edema": 0.8005182724834474,
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"val_dice_enhancing": 0.8448652841399699,
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"val_iou_background": 0.9582765943144026,
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"val_iou_ncr_net": 0.44885499464790063,
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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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