Reduanul1997 commited on
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3c4d003
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1 Parent(s): 4cc3531

Update E5 training history epoch 9

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -334,5 +334,47 @@
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  ],
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  "learning_rate": 9.381533400219317e-05,
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  "epoch_time_seconds": 406.48603534698486
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 9.381533400219317e-05,
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  "epoch_time_seconds": 406.48603534698486
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+ },
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+ {
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+ "epoch": 9,
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+ "train_loss": 1.1047882228887,
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+ "val_loss": 1.0450519629426904,
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+ "foreground_dice": 0.7545457079995493,
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+ "foreground_iou": 0.6087709386890299,
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+ "foreground_precision": 0.7040334435651802,
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+ "foreground_recall": 0.8181067803186709,
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+ "tumor_dice": 0.8786513296920568,
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+ "tumor_iou": 0.7835665685060855,
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+ "tumor_precision": 0.796035229688355,
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+ "tumor_recall": 0.9804018198342419,
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+ "tumor_sensitivity": 0.9804018198342419,
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+ "tumor_fnr": 0.019598180165758136,
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+ "tumor_fpr": 0.07429336717654131,
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+ "tumor_tp": 2170441,
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+ "tumor_tn": 6929377,
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+ "tumor_fp": 556123,
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+ "tumor_fn": 43387,
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+ "class_dice": [
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+ 0.682103539792911,
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+ 0.7712540745877495,
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+ 0.8102795096179872
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+ ],
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+ "class_iou": [
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+ 0.5175699005107943,
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+ 0.627675794187468,
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+ 0.6810671213688274
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+ ],
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+ "class_precision": [
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+ 0.6729537726119799,
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+ 0.766793076980909
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+ ],
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+ "class_recall": [
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+ ],
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+ "learning_rate": 9.221639627510075e-05,
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+ "epoch_time_seconds": 445.1317443847656
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  }
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  ]