Reduanul1997 commited on
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a318d1d
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1 Parent(s): ef6e94f

Update E5 training history epoch 2

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -40,5 +40,47 @@
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  ],
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  "learning_rate": 9.990133642141359e-05,
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  "epoch_time_seconds": 439.3555603027344
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.990133642141359e-05,
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  "epoch_time_seconds": 439.3555603027344
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+ },
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+ {
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+ "epoch": 2,
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+ "train_loss": 2.0669191443190282,
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+ "val_loss": 1.8796528803335655,
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+ "foreground_dice": 0.6783885439733578,
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+ "foreground_iou": 0.517903197055611,
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+ "foreground_precision": 0.6368027042068048,
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+ "foreground_recall": 0.7431754115320346,
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+ "tumor_dice": 0.8697387932562889,
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+ "tumor_iou": 0.769502472585086,
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+ "tumor_precision": 0.8196729285331145,
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+ "tumor_recall": 0.9263186075736114,
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+ "tumor_sensitivity": 0.9263186075736114,
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+ "tumor_fnr": 0.07368139242638859,
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+ "tumor_fpr": 0.051766578297348854,
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+ "tumor_tp": 1819978,
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+ "tumor_tn": 7334192,
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+ "tumor_fp": 400393,
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+ "tumor_fn": 144765,
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+ "class_dice": [
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+ 0.573499504283499,
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+ 0.7321653386615983,
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+ 0.7295007889749757
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+ ],
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+ "class_iou": [
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+ 0.4020324605603746,
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+ 0.5774927606795992,
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+ 0.5741843699268595
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+ ],
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+ "class_precision": [
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+ 0.7258486679832852,
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+ 0.7215832435740782
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+ ],
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+ "class_recall": [
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+ 0.7375940119384511
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+ ],
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+ "learning_rate": 9.96057350657239e-05,
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+ "epoch_time_seconds": 444.80518794059753
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  }
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  ]