SE results after epoch 46
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": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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@@ -1874,6 +1874,47 @@
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"val_iou_edema": 0.6828986537973076,
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"val_iou_enhancing": 0.7077677177867704,
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"epoch_seconds": 596.9006524085999
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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": 46,
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"next_epoch": 47,
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"best_epoch": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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| 1874 |
"val_iou_edema": 0.6828986537973076,
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| 1875 |
"val_iou_enhancing": 0.7077677177867704,
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| 1876 |
"epoch_seconds": 596.9006524085999
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},
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{
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"epoch": 46,
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"learning_rate": 2.4471741852423216e-06,
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| 1881 |
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"train_loss": 0.42453594011615736,
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| 1882 |
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"val_loss": 0.5491073528254354,
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| 1883 |
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"train_dice": 0.8367611689669894,
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| 1884 |
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"val_dice": 0.7282272596262116,
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| 1885 |
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"train_dice_macro_all": 0.8730458178801841,
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| 1886 |
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"val_dice_macro_all": 0.7900641804800441,
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| 1887 |
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"train_tumor_dice": 0.9392702079221456,
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| 1888 |
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"val_tumor_dice": 0.9137824422703658,
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| 1889 |
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"train_iou": 0.7198773769415578,
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| 1890 |
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"val_iou": 0.5828666015549705,
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| 1891 |
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"train_tumor_iou": 0.885494321868925,
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| 1892 |
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"val_tumor_iou": 0.8412517692867302,
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| 1893 |
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"train_precision": 0.9503614334109391,
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"val_precision": 0.9339161419122184,
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"train_recall": 0.9284348770563571,
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| 1896 |
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"val_recall": 0.8944985218404841,
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"train_fnr": 0.07156512294364291,
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| 1898 |
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"val_fnr": 0.10550147815951597,
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"train_fpr": 0.014672923895317677,
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"val_fpr": 0.018430228676742263,
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"train_TP": 16621505,
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| 1902 |
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"train_TN": 58299459,
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| 1903 |
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"train_FP": 868162,
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"train_FN": 1281210,
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"val_TP": 3913160,
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"val_TN": 14747064,
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"val_FP": 276895,
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| 1908 |
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"val_FN": 461537,
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| 1909 |
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"val_dice_background": 0.975574943041542,
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| 1910 |
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"val_dice_ncr_net": 0.579255474756946,
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| 1911 |
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"val_dice_edema": 0.8023935942442768,
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| 1912 |
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"val_dice_enhancing": 0.8030327098774117,
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| 1913 |
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"val_iou_background": 0.9523146045822491,
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| 1914 |
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"val_iou_ncr_net": 0.40771262142139864,
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| 1915 |
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"val_iou_edema": 0.66999774749697,
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| 1916 |
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"val_iou_enhancing": 0.6708894357465428,
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"epoch_seconds": 599.509845495224
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}
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]
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}
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