SE results after epoch 48
Browse files- results.json +45 -4
results.json
CHANGED
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@@ -1,10 +1,10 @@
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{
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"experiment": "SE Attention 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":
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"best_validation_dice": 0.
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"config": {
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"num_epochs": 50,
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"batch_size": 1,
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@@ -1956,6 +1956,47 @@
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"val_iou_edema": 0.6834236948447795,
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"val_iou_enhancing": 0.7134063347232771,
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"epoch_seconds": 586.5097160339355
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}
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]
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}
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{
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"experiment": "SE Attention 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": 48,
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"best_validation_dice": 0.7730455285534018,
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"config": {
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"num_epochs": 50,
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"batch_size": 1,
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"val_iou_edema": 0.6834236948447795,
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"val_iou_enhancing": 0.7134063347232771,
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"epoch_seconds": 586.5097160339355
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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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| 1963 |
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"train_loss": 0.4141602776691216,
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| 1964 |
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"val_loss": 0.4763086168347178,
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| 1965 |
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"train_dice": 0.839262942346533,
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| 1966 |
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"val_dice": 0.7730455285534018,
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| 1967 |
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"train_dice_macro_all": 0.8748523830993951,
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| 1968 |
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"val_dice_macro_all": 0.8248189957008436,
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| 1969 |
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"train_tumor_dice": 0.9391536844046938,
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| 1970 |
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"val_tumor_dice": 0.9248500559677614,
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"train_iou": 0.7234124540758072,
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| 1972 |
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"val_iou": 0.6371324883281759,
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| 1973 |
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"train_tumor_iou": 0.885287218891529,
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"val_tumor_iou": 0.8602056495480128,
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"train_precision": 0.9508086999334943,
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| 1976 |
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"val_precision": 0.9499319266099199,
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| 1977 |
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"train_recall": 0.9277809431783824,
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| 1978 |
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"val_recall": 0.9010586290848256,
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| 1979 |
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"train_fnr": 0.07221905682161757,
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| 1980 |
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"val_fnr": 0.09894137091517441,
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| 1981 |
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"train_fpr": 0.014731175567904644,
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| 1982 |
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"val_fpr": 0.012973125521975904,
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| 1983 |
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"train_TP": 16791410,
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"train_TN": 58103147,
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"train_FP": 868725,
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| 1986 |
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"train_FN": 1307054,
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| 1987 |
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"val_TP": 3750279,
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| 1988 |
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"val_TN": 15038909,
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| 1989 |
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"val_FP": 197666,
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| 1990 |
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"val_FN": 411802,
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| 1991 |
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"val_dice_background": 0.9801393971431687,
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| 1992 |
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"val_dice_ncr_net": 0.6582209840557984,
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| 1993 |
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"val_dice_edema": 0.8137589024998605,
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| 1994 |
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"val_dice_enhancing": 0.8471566991045466,
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| 1995 |
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"val_iou_background": 0.9610523187165033,
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| 1996 |
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"val_iou_ncr_net": 0.4905584125509761,
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| 1997 |
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"val_iou_edema": 0.6859979006078608,
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| 1998 |
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"val_iou_enhancing": 0.7348411518256909,
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| 1999 |
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"epoch_seconds": 597.7435462474823
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}
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]
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}
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