Reduanul1997 commited on
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175067d
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1 Parent(s): d51184c

Update E5 training history epoch 11

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -418,5 +418,47 @@
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  ],
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  "learning_rate": 9.045084971874735e-05,
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  "epoch_time_seconds": 433.3198823928833
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.045084971874735e-05,
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  "epoch_time_seconds": 433.3198823928833
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+ },
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+ {
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+ "epoch": 11,
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+ "train_loss": 0.9916689248920298,
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+ "val_loss": 0.9515755748426592,
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+ "foreground_dice": 0.7669606524702818,
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+ "foreground_iou": 0.6294596444324393,
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+ "foreground_precision": 0.767571289465053,
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+ "foreground_recall": 0.7756128865780224,
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+ "tumor_dice": 0.9116255768246241,
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+ "tumor_iou": 0.8376029033877147,
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+ "tumor_precision": 0.8803973917838758,
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+ "tumor_recall": 0.9451505939530066,
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+ "tumor_sensitivity": 0.9451505939530066,
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+ "tumor_fnr": 0.05484940604699345,
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+ "tumor_fpr": 0.03474811318727904,
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+ "tumor_tp": 1952511,
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+ "tumor_tn": 7368258,
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+ "tumor_fp": 265250,
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+ "tumor_fn": 113309,
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+ "class_dice": [
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+ 0.6468857089802097,
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+ 0.8168955199763427,
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+ 0.8371007284542927
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+ ],
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+ "class_iou": [
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+ 0.4780717440303411,
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+ 0.6904677767427675,
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+ 0.7198394125242091
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+ ],
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+ "class_precision": [
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+ 0.7271439233892902,
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+ 0.7546801742066856,
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+ 0.8208897707991832
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+ ],
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+ "class_recall": [
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+ 0.5825833130625152,
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+ 0.8902904927545647,
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+ 0.8539648539169873
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+ ],
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+ "learning_rate": 8.852566213878945e-05,
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+ "epoch_time_seconds": 431.5311539173126
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  }
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  ]