Reduanul1997 commited on
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1 Parent(s): ec6a662

Update E5 training history epoch 7

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -250,5 +250,47 @@
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  ],
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  "learning_rate": 9.648882429441257e-05,
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  "epoch_time_seconds": 437.7222349643707
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.648882429441257e-05,
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  "epoch_time_seconds": 437.7222349643707
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+ },
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+ {
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+ "epoch": 7,
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+ "train_loss": 1.244742657862553,
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+ "val_loss": 1.1821717346036755,
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+ "foreground_dice": 0.7711142729193282,
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+ "foreground_iou": 0.6308167031733104,
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+ "foreground_precision": 0.7784716789533404,
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+ "foreground_recall": 0.7960366615456981,
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+ "tumor_dice": 0.8803864833322714,
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+ "tumor_iou": 0.7863307027165398,
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+ "tumor_precision": 0.8100943352529759,
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+ "tumor_recall": 0.9640362185267874,
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+ "tumor_sensitivity": 0.9640362185267874,
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+ "tumor_fnr": 0.03596378147321251,
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+ "tumor_fpr": 0.059215004985978884,
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+ "tumor_tp": 1941353,
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+ "tumor_tn": 7230452,
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+ "tumor_fp": 455100,
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+ "tumor_fn": 72423,
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+ "class_dice": [
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+ 0.703907838129938,
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+ 0.7697847916960218,
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+ 0.8396501889320251
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+ ],
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+ "class_iou": [
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+ 0.5431001427508881,
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+ 0.625731812206481,
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+ 0.7236181545625618
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+ ],
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+ "class_precision": [
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+ 0.8478750833919331,
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+ 0.649175841760604,
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+ 0.8383641117074838
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+ ],
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+ "class_recall": [
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+ 0.6017346706352354,
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+ 0.9454350960162885,
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+ 0.8409402179855702
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+ ],
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+ "learning_rate": 9.524135262330098e-05,
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+ "epoch_time_seconds": 423.97693276405334
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  }
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  ]