SE results after epoch 33
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": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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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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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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+
"last_completed_epoch": 33,
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"next_epoch": 34,
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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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| 1341 |
"val_iou_edema": 0.6644900857613582,
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| 1342 |
"val_iou_enhancing": 0.7242317426535616,
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| 1343 |
"epoch_seconds": 1358.92715382576
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},
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{
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"epoch": 33,
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| 1347 |
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"learning_rate": 2.8711035421746357e-05,
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| 1348 |
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"train_loss": 0.4504843626906272,
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| 1349 |
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"val_loss": 0.5378443606801935,
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| 1350 |
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"train_dice": 0.8203814606022272,
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| 1351 |
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"val_dice": 0.7263752233093163,
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| 1352 |
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"train_dice_macro_all": 0.8603581011178292,
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| 1353 |
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"val_dice_macro_all": 0.7893028736970565,
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"train_tumor_dice": 0.9360513021146034,
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"val_tumor_dice": 0.9216177500886813,
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"train_iou": 0.6964984372099838,
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| 1357 |
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"val_iou": 0.5836462044027825,
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| 1358 |
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"train_tumor_iou": 0.8797898845827906,
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"val_tumor_iou": 0.8546299330914163,
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"train_precision": 0.9498249397918835,
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"val_precision": 0.9432131121257319,
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"train_recall": 0.9226714240366022,
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"val_recall": 0.9009891284441548,
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| 1364 |
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"train_fnr": 0.07732857596339782,
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"val_fnr": 0.09901087155584526,
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"train_fpr": 0.015310455124752096,
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"val_fpr": 0.015612965227261653,
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"train_TP": 16997918,
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"train_TN": 57749907,
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"train_FP": 897925,
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"train_FN": 1424586,
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"val_TP": 3906269,
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"val_TN": 14827942,
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"val_FP": 235180,
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"val_FN": 429265,
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"val_dice_background": 0.9780858248602777,
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"val_dice_ncr_net": 0.5576509940975088,
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| 1378 |
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"val_dice_edema": 0.7914693432631562,
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| 1379 |
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"val_dice_enhancing": 0.8300053325672834,
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| 1380 |
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"val_iou_background": 0.9571115154817653,
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"val_iou_ncr_net": 0.38662694799625247,
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| 1382 |
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"val_iou_edema": 0.6549021647495515,
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| 1383 |
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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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