Reduanul1997 commited on
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ace572f
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1 Parent(s): bf0d678

Update E5 training history epoch 44

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -1804,5 +1804,47 @@
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  ],
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  "learning_rate": 4.75864737669903e-06,
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  "epoch_time_seconds": 410.52843022346497
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 4.75864737669903e-06,
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  "epoch_time_seconds": 410.52843022346497
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+ },
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+ {
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+ "epoch": 44,
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+ "train_loss": 0.6262266296817331,
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+ "val_loss": 0.8950190028628787,
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+ "foreground_dice": 0.7818389153249427,
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+ "foreground_iou": 0.6451419269062737,
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+ "foreground_precision": 0.8001638067703677,
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+ "foreground_recall": 0.7827904634493622,
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+ "tumor_dice": 0.9097174898426675,
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+ "tumor_iou": 0.8343869422535187,
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+ "tumor_precision": 0.8699514728683552,
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+ "tumor_recall": 0.9532931040455856,
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+ "tumor_sensitivity": 0.9532931040455856,
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+ "tumor_fnr": 0.0467068959544144,
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+ "tumor_fpr": 0.03817783976253835,
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+ "tumor_tp": 1953697,
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+ "tumor_tn": 7357852,
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+ "tumor_fp": 292057,
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+ "tumor_fn": 95722,
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+ "class_dice": [
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+ 0.8030028649879338,
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+ 0.8365527518982979
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+ ],
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+ "class_iou": [
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+ 0.5455486268286373,
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+ 0.670847775237022,
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+ 0.7190293786531619
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+ ],
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+ "class_precision": [
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+ 0.8040775270609077,
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+ 0.7065875701847855,
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+ 0.8898263230654098
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+ ],
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+ "class_recall": [
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+ 0.6291856585686763,
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+ 0.9298879449551616,
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+ 0.7892977868242487
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+ ],
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+ "learning_rate": 3.5111757055874303e-06,
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+ "epoch_time_seconds": 408.35940384864807
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  }
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  ]