Reduanul1997 commited on
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1 Parent(s): fc7faef

Update E5 training history epoch 5

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -166,5 +166,47 @@
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  ],
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  "learning_rate": 9.842915805643155e-05,
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  "epoch_time_seconds": 608.9879457950592
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.842915805643155e-05,
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  "epoch_time_seconds": 608.9879457950592
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+ },
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+ {
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+ "epoch": 5,
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+ "train_loss": 1.4868515245363014,
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+ "val_loss": 1.379227722013319,
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+ "foreground_dice": 0.738129463941711,
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+ "foreground_iou": 0.5900346094579456,
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+ "foreground_precision": 0.7515545575488289,
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+ "foreground_recall": 0.7589209428982523,
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+ "tumor_dice": 0.8924353490384347,
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+ "tumor_iou": 0.8057636619800391,
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+ "tumor_precision": 0.8361743294901735,
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+ "tumor_recall": 0.9568134305223246,
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+ "tumor_sensitivity": 0.9568134305223246,
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+ "tumor_fnr": 0.043186569477675414,
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+ "tumor_fpr": 0.05302633613365575,
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+ "tumor_tp": 2046290,
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+ "tumor_tn": 7159762,
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+ "tumor_fp": 400915,
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+ "tumor_fn": 92361,
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+ "class_dice": [
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+ 0.798296506833889
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+ ],
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+ "class_iou": [
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+ 0.6397490618971231,
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+ 0.6643040578426118
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+ ],
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+ "class_precision": [
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+ "class_recall": [
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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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  ]