SE results after epoch 34
Browse files- results.json +43 -2
results.json
CHANGED
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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": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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"val_iou_edema": 0.6549021647495515,
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"val_iou_enhancing": 0.7094095004625436,
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"epoch_seconds": 1289.8838319778442
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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": 34,
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"next_epoch": 35,
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"best_epoch": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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| 1382 |
"val_iou_edema": 0.6549021647495515,
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| 1383 |
"val_iou_enhancing": 0.7094095004625436,
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| 1384 |
"epoch_seconds": 1289.8838319778442
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| 1385 |
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},
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{
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"epoch": 34,
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| 1388 |
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"learning_rate": 2.591231629491422e-05,
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| 1389 |
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"train_loss": 0.45054834832747775,
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| 1390 |
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"val_loss": 0.5226664496837435,
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| 1391 |
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"train_dice": 0.820048170385331,
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| 1392 |
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"val_dice": 0.7510211231052715,
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| 1393 |
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"train_dice_macro_all": 0.8601627820027089,
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| 1394 |
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"val_dice_macro_all": 0.8077587303668946,
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"train_tumor_dice": 0.9360103380702448,
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"val_tumor_dice": 0.9192606975818011,
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| 1397 |
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"train_iou": 0.6960163214921385,
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"val_iou": 0.6102348870018924,
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| 1399 |
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"train_tumor_iou": 0.8797175118906752,
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"val_tumor_iou": 0.8505850536988127,
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"train_precision": 0.9501709461010694,
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"val_precision": 0.937224710648886,
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"train_recall": 0.9222656094513164,
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"val_recall": 0.9019723745798564,
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"train_fnr": 0.07773439054868356,
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"val_fnr": 0.09802762542014368,
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"train_fpr": 0.015021563483629402,
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"val_fpr": 0.016887279184107457,
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"train_TP": 16844450,
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"train_TN": 57922769,
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"train_FP": 883360,
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"train_FN": 1419757,
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"val_TP": 3822411,
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"val_TN": 14904795,
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"val_FP": 256025,
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"val_FN": 415425,
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"val_dice_background": 0.9779715521517639,
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"val_dice_ncr_net": 0.6169132914698241,
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| 1419 |
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"val_dice_edema": 0.8059856100096072,
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"val_dice_enhancing": 0.8301644678363833,
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"val_iou_background": 0.9568926914028381,
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"val_iou_ncr_net": 0.4460409370323758,
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"val_iou_edema": 0.6750216888224374,
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"val_iou_enhancing": 0.7096420351508643,
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"epoch_seconds": 1342.0616645812988
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}
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]
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}
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