SE results after epoch 11
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": 10,
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"best_validation_dice": 0.7308932549970543,
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"config": {
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"val_iou_edema": 0.6519179263192555,
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"val_iou_enhancing": 0.6984524522782273,
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"epoch_seconds": 1603.9939532279968
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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": 11,
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"next_epoch": 12,
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"best_epoch": 10,
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"best_validation_dice": 0.7308932549970543,
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"config": {
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"val_iou_edema": 0.6519179263192555,
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| 440 |
"val_iou_enhancing": 0.6984524522782273,
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| 441 |
"epoch_seconds": 1603.9939532279968
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},
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{
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"epoch": 11,
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"learning_rate": 9.045084971874735e-05,
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"train_loss": 0.7183817580443661,
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"val_loss": 0.6852703416669691,
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"train_dice": 0.7444968904046981,
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"val_dice": 0.7133404232450186,
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| 450 |
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"train_dice_macro_all": 0.8019815944650432,
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"val_dice_macro_all": 0.7787512943048853,
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| 452 |
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"train_tumor_dice": 0.9127821558818765,
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"val_tumor_dice": 0.9049381006871076,
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"train_iou": 0.597449210574677,
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"val_iou": 0.5651729713221831,
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"train_tumor_iou": 0.8395577398035282,
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"val_tumor_iou": 0.8263807746894674,
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"train_precision": 0.9285188931065792,
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"val_precision": 0.9403064932941254,
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"train_recall": 0.897569948012413,
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"val_recall": 0.8721339294486633,
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"train_fnr": 0.102430051987587,
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"val_fnr": 0.12786607055133672,
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"train_fpr": 0.020699455283083652,
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"val_fpr": 0.015268968340216467,
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"train_TP": 15945857,
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"train_TN": 58077173,
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"train_FP": 1227576,
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"train_FN": 1819730,
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"val_TP": 3657182,
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"val_TN": 14973115,
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"val_FP": 232169,
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"val_FN": 536190,
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"val_dice_background": 0.9749839074844856,
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"val_dice_ncr_net": 0.5592828091002053,
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"val_dice_edema": 0.775096616766091,
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| 477 |
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"val_dice_enhancing": 0.8056418438687593,
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| 478 |
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"val_iou_background": 0.9511888785001964,
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| 479 |
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"val_iou_ncr_net": 0.3881974981855441,
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"val_iou_edema": 0.6327818400825477,
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"val_iou_enhancing": 0.6745395756984576,
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"epoch_seconds": 1559.4950635433197
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}
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]
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}
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