Reduanul1997 commited on
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f2a5cb3
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1 Parent(s): 800c5a9

Update E5 training history epoch 15

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -586,5 +586,47 @@
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  ],
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  "learning_rate": 8.187119948743447e-05,
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  "epoch_time_seconds": 435.798819065094
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 8.187119948743447e-05,
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  "epoch_time_seconds": 435.798819065094
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+ },
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+ {
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+ "epoch": 15,
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+ "train_loss": 0.8632067450049783,
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+ "val_loss": 0.925662170390825,
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+ "foreground_iou": 0.6497299766940138,
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+ "foreground_precision": 0.8344352889615871,
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+ "foreground_recall": 0.7623230271819796,
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+ "tumor_dice": 0.9263226243670895,
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+ "tumor_iou": 0.862756956037228,
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+ "tumor_precision": 0.920360731009842,
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+ "tumor_recall": 0.9323622609823979,
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+ "tumor_sensitivity": 0.9323622609823979,
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+ "tumor_fnr": 0.06763773901760202,
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+ "tumor_fpr": 0.02230588212998663,
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+ "tumor_tp": 1958743,
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+ "tumor_tn": 7428998,
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+ "tumor_fp": 169491,
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+ "tumor_fn": 142096,
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+ "class_dice": [
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+ "class_iou": [
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+ 0.7163784757658122,
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+ "class_precision": [
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+ "class_recall": [
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+ "learning_rate": 7.938926261462366e-05,
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+ "epoch_time_seconds": 432.62567138671875
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  }
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  ]