SE results after epoch 31
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": 0.64908041747723,
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"val_iou_enhancing": 0.6819829731743351,
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"epoch_seconds": 1381.198909521103
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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": 31,
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"next_epoch": 32,
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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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| 1259 |
"val_iou_edema": 0.64908041747723,
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| 1260 |
"val_iou_enhancing": 0.6819829731743351,
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| 1261 |
"epoch_seconds": 1381.198909521103
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},
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{
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"epoch": 31,
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| 1265 |
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"learning_rate": 3.454915028125263e-05,
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| 1266 |
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"train_loss": 0.445118593824964,
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| 1267 |
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"val_loss": 0.5389291279622026,
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| 1268 |
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"train_dice": 0.8223597255606764,
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| 1269 |
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"val_dice": 0.7341153711217551,
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| 1270 |
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"train_dice_macro_all": 0.8619996577025362,
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| 1271 |
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"val_dice_macro_all": 0.7950111808292434,
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| 1272 |
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"train_tumor_dice": 0.9363511924272928,
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| 1273 |
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"val_tumor_dice": 0.918687998467176,
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| 1274 |
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"train_iou": 0.6992454515469175,
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| 1275 |
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"val_iou": 0.5908025996458028,
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| 1276 |
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"train_tumor_iou": 0.8803198816760647,
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| 1277 |
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"val_tumor_iou": 0.8496049217662258,
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| 1278 |
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"train_precision": 0.9483302410763892,
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| 1279 |
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"val_precision": 0.9350466682576624,
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"train_recall": 0.9246710008403383,
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"val_recall": 0.9028918777114958,
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"train_fnr": 0.07532899915966172,
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"val_fnr": 0.09710812228850421,
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"train_fpr": 0.015351958937432702,
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"val_fpr": 0.017587430064957752,
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"train_TP": 16643980,
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"train_TN": 58163595,
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"train_FP": 906847,
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"train_FN": 1355914,
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"val_TP": 3835798,
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"val_TN": 14883854,
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"val_FP": 266455,
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"val_FN": 412549,
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"val_dice_background": 0.9776986099517084,
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| 1295 |
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"val_dice_ncr_net": 0.5828914321826483,
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| 1296 |
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"val_dice_edema": 0.7950828817471215,
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| 1297 |
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"val_dice_enhancing": 0.8243717994354954,
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| 1298 |
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"val_iou_background": 0.9563702245435897,
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"val_iou_ncr_net": 0.4113244711239203,
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"val_iou_edema": 0.6598652054176026,
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"val_iou_enhancing": 0.7012181223958854,
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"epoch_seconds": 1291.686552286148
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}
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]
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}
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