Reduanul1997 commited on
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beee773
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1 Parent(s): de60220

Update E5 training history epoch 6

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -208,5 +208,47 @@
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  ],
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  "learning_rate": 9.755282581475769e-05,
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  "epoch_time_seconds": 535.1127128601074
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.755282581475769e-05,
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  "epoch_time_seconds": 535.1127128601074
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+ },
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+ {
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+ "epoch": 6,
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+ "train_loss": 1.3621960207313097,
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+ "val_loss": 1.2666676672729287,
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+ "foreground_dice": 0.737568434601727,
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+ "foreground_iou": 0.5896078420470013,
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+ "foreground_precision": 0.7515194083397,
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+ "foreground_recall": 0.7648874329148375,
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+ "tumor_dice": 0.8795576623306313,
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+ "tumor_iou": 0.7850093063782279,
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+ "tumor_precision": 0.8040356025298864,
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+ "tumor_recall": 0.9707378566258447,
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+ "tumor_sensitivity": 0.9707378566258447,
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+ "tumor_fnr": 0.029262143374155343,
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+ "tumor_fpr": 0.0637415097218903,
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+ "tumor_tp": 1998293,
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+ "tumor_tn": 7153762,
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+ "tumor_fp": 487036,
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+ "tumor_fn": 60237,
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+ "class_dice": [
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+ 0.7710560655895671,
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+ 0.8074171656429466
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+ ],
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+ "class_iou": [
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+ 0.4643776294903605,
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+ 0.6274135410086624,
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+ 0.6770323556419813
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+ ],
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+ "class_precision": [
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+ 0.8165650465516907,
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+ 0.6491716999974861,
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+ 0.7888214784699233
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+ ],
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+ "class_recall": [
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+ 0.8269107702457529
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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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  ]