Reduanul1997 commited on
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70615fa
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1 Parent(s): 1748dd9

Update E5 training history epoch 50

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -2056,5 +2056,47 @@
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  ],
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  "learning_rate": 9.866357858642197e-08,
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  "epoch_time_seconds": 418.1421937942505
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.866357858642197e-08,
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  "epoch_time_seconds": 418.1421937942505
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+ },
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+ {
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+ "epoch": 50,
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+ "train_loss": 0.6244182416370937,
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+ "val_loss": 0.9096056488720147,
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+ "foreground_dice": 0.7788214285731714,
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+ "foreground_iou": 0.6446605086033436,
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+ "foreground_precision": 0.8178691117965061,
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+ "foreground_recall": 0.7540155174695906,
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+ "tumor_dice": 0.9183707114405396,
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+ "tumor_iou": 0.8490623554246092,
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+ "tumor_precision": 0.9140327034539356,
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+ "tumor_recall": 0.9227500922380122,
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+ "tumor_sensitivity": 0.9227500922380122,
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+ "tumor_fnr": 0.07724990776198776,
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+ "tumor_fpr": 0.022049692131275438,
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+ "tumor_tp": 1813227,
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+ "tumor_tn": 7563764,
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+ "tumor_fp": 170539,
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+ "tumor_fn": 151798,
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+ "class_dice": [
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+ 0.8215218029966005
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+ ],
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+ "class_iou": [
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+ 0.4989751922314198,
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+ 0.7379023862289337,
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+ 0.6971039473496774
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+ ],
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+ "class_precision": [
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+ 0.7871776137056309,
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+ 0.8013011085839139,
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+ 0.8651286130999735
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+ ],
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+ "class_recall": [
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+ 0.9031608535591459,
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+ 0.7821000479463002
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+ ],
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+ "learning_rate": 0.0,
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+ "epoch_time_seconds": 414.2319402694702
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  }
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  ]