SE results after epoch 32
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": 0.6598652054176026,
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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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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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+
"last_completed_epoch": 32,
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"next_epoch": 33,
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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": 0.6598652054176026,
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| 1301 |
"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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"epoch": 32,
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"learning_rate": 3.1593772365766105e-05,
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| 1307 |
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"train_loss": 0.456829599529302,
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| 1308 |
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"val_loss": 0.5116728600618001,
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| 1309 |
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"train_dice": 0.8208992528550408,
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| 1310 |
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"val_dice": 0.7533677591465766,
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| 1311 |
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"train_dice_macro_all": 0.8607730829895048,
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| 1312 |
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"val_dice_macro_all": 0.8096857400917826,
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"train_tumor_dice": 0.9356235911753413,
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| 1314 |
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"val_tumor_dice": 0.9275893899547599,
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"train_iou": 0.6971151331707262,
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"val_iou": 0.6132297682475422,
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| 1317 |
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"train_tumor_iou": 0.8790345064191218,
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"val_tumor_iou": 0.8649573039151759,
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"train_precision": 0.9482111944035925,
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"val_precision": 0.9445118070427942,
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"train_recall": 0.9233658129956278,
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"val_recall": 0.9112626833020605,
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"train_fnr": 0.07663418700437222,
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"val_fnr": 0.08873731669793955,
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"train_fpr": 0.015625750186401006,
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"val_fpr": 0.01616053994009375,
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"train_TP": 16833691,
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"train_TN": 57920131,
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"train_FP": 919412,
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"train_FN": 1397102,
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"val_TP": 4098896,
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"val_TN": 14659814,
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"val_FP": 240802,
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"val_FN": 399144,
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"val_dice_background": 0.9786396829274008,
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"val_dice_ncr_net": 0.6216093519464306,
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| 1337 |
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"val_dice_edema": 0.798430812470009,
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"val_dice_enhancing": 0.84006311302329,
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"val_iou_background": 0.9581728079394709,
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"val_iou_ncr_net": 0.4509674763277069,
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"val_iou_edema": 0.6644900857613582,
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"val_iou_enhancing": 0.7242317426535616,
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"epoch_seconds": 1358.92715382576
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}
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]
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}
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