SE results after epoch 38
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": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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@@ -1546,6 +1546,47 @@
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"val_iou_edema": 0.672293031787523,
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"val_iou_enhancing": 0.7301485754524278,
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"epoch_seconds": 1338.07901096344
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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": 38,
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"next_epoch": 39,
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"best_epoch": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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| 1546 |
"val_iou_edema": 0.672293031787523,
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| 1547 |
"val_iou_enhancing": 0.7301485754524278,
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| 1548 |
"epoch_seconds": 1338.07901096344
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},
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{
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"epoch": 38,
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| 1552 |
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"learning_rate": 1.5772644703565555e-05,
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| 1553 |
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"train_loss": 0.4379856759796337,
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| 1554 |
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"val_loss": 0.48656059378707733,
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| 1555 |
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"train_dice": 0.8242773224927197,
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| 1556 |
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"val_dice": 0.7644486339717055,
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| 1557 |
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"train_dice_macro_all": 0.8636091236917033,
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| 1558 |
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"val_dice_macro_all": 0.8179889968914762,
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"train_tumor_dice": 0.9378039140428113,
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"val_tumor_dice": 0.92363429813471,
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"train_iou": 0.702234262333742,
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"val_iou": 0.627759883336728,
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"train_tumor_iou": 0.8828915173394914,
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"val_tumor_iou": 0.8581045424748264,
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"train_precision": 0.9502665741989814,
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"val_precision": 0.9393421860332055,
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"train_recall": 0.9256639155294492,
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"val_recall": 0.9084431113997795,
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"train_fnr": 0.07433608447055085,
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"val_fnr": 0.09155688860022046,
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"train_fpr": 0.014573059549396934,
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"val_fpr": 0.01678466331920158,
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"train_TP": 16497597,
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"train_TN": 58384465,
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"train_FP": 863423,
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"train_FN": 1324851,
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"val_TP": 3920478,
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"val_TN": 14829891,
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"val_FP": 253164,
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"val_FN": 395123,
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"val_dice_background": 0.9786100856507882,
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"val_dice_ncr_net": 0.6311975696050608,
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| 1583 |
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"val_dice_edema": 0.8220638948097996,
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| 1584 |
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"val_dice_enhancing": 0.8400844375002563,
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"val_iou_background": 0.9581160650820788,
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"val_iou_ncr_net": 0.4611312455245583,
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"val_iou_edema": 0.6978849626797555,
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| 1588 |
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"val_iou_enhancing": 0.7242634418058702,
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"epoch_seconds": 1380.9988949298859
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}
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]
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}
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