SE results after epoch 50
Browse files- results.json +43 -2
results.json
CHANGED
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@@ -1,8 +1,8 @@
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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": 48,
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"best_validation_dice": 0.7730455285534018,
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"config": {
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"val_iou_edema": 0.6722272649725564,
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"val_iou_enhancing": 0.711521341637362,
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"epoch_seconds": 623.4865293502808
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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": 50,
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"next_epoch": 51,
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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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| 2038 |
"val_iou_edema": 0.6722272649725564,
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| 2039 |
"val_iou_enhancing": 0.711521341637362,
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"epoch_seconds": 623.4865293502808
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},
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{
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"epoch": 50,
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"learning_rate": 9.866357858642197e-08,
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"train_loss": 0.40927259897699164,
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"val_loss": 0.5094431086971953,
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| 2047 |
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"train_dice": 0.8395815344248336,
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| 2048 |
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"val_dice": 0.7587490115887193,
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| 2049 |
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"train_dice_macro_all": 0.8753006769750369,
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| 2050 |
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"val_dice_macro_all": 0.8134223859269349,
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"train_tumor_dice": 0.9406290694929482,
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"val_tumor_dice": 0.9208090579669707,
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"train_iou": 0.7239125312809723,
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"val_iou": 0.6193280448330643,
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"train_tumor_iou": 0.8879128569657186,
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"val_tumor_iou": 0.8532401654820307,
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"train_precision": 0.9532115862119858,
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"val_precision": 0.9342603549737469,
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"train_recall": 0.9283744067678508,
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"val_recall": 0.9077396015565116,
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"train_fnr": 0.07162559323214925,
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"val_fnr": 0.09226039844348843,
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"train_fpr": 0.013695162511911182,
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"val_fpr": 0.018532290330990523,
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"train_TP": 16534208,
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"train_TN": 58448905,
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"train_FP": 811582,
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"train_FN": 1275641,
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"val_TP": 3960083,
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"val_TN": 14757427,
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"val_FP": 278653,
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"val_FN": 402493,
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"val_dice_background": 0.9774425089415817,
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"val_dice_ncr_net": 0.633872309336519,
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"val_dice_edema": 0.8036964504434109,
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"val_dice_enhancing": 0.8386782749862283,
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"val_iou_background": 0.9558802487768785,
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"val_iou_ncr_net": 0.4639919925996589,
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"val_iou_edema": 0.6718164890017267,
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"val_iou_enhancing": 0.7221756528978072,
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"epoch_seconds": 610.682044506073
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}
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]
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}
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