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Update E5 training history epoch 48

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -1972,5 +1972,47 @@
1972
  ],
1973
  "learning_rate": 8.856374635655631e-07,
1974
  "epoch_time_seconds": 427.6186029911041
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1975
  }
1976
  ]
 
1972
  ],
1973
  "learning_rate": 8.856374635655631e-07,
1974
  "epoch_time_seconds": 427.6186029911041
1975
+ },
1976
+ {
1977
+ "epoch": 48,
1978
+ "train_loss": 0.630068201799782,
1979
+ "val_loss": 0.8808254333766731,
1980
+ "foreground_dice": 0.7865048187252621,
1981
+ "foreground_iou": 0.652375422167346,
1982
+ "foreground_precision": 0.8234408459489662,
1983
+ "foreground_recall": 0.765849792696644,
1984
+ "tumor_dice": 0.9196672628829141,
1985
+ "tumor_iou": 0.8512814906795156,
1986
+ "tumor_precision": 0.9105925152288957,
1987
+ "tumor_recall": 0.9289247047620407,
1988
+ "tumor_sensitivity": 0.9289247047620407,
1989
+ "tumor_fnr": 0.0710752952379593,
1990
+ "tumor_fpr": 0.023122663223778674,
1991
+ "tumor_tp": 1822214,
1992
+ "tumor_tn": 7558774,
1993
+ "tumor_fp": 178916,
1994
+ "tumor_fn": 139424,
1995
+ "class_dice": [
1996
+ 0.6980619999815164,
1997
+ 0.8340708584826719,
1998
+ 0.8273815977115979
1999
+ ],
2000
+ "class_iou": [
2001
+ 0.5361714612920171,
2002
+ 0.7153701102257559,
2003
+ 0.7055846949842647
2004
+ ],
2005
+ "class_precision": [
2006
+ 0.8213954297645285,
2007
+ 0.7711697531082379,
2008
+ 0.8777573549741323
2009
+ ],
2010
+ "class_recall": [
2011
+ 0.6069306877654987,
2012
+ 0.9081444167674109,
2013
+ 0.7824742735570221
2014
+ ],
2015
+ "learning_rate": 3.942649342761114e-07,
2016
+ "epoch_time_seconds": 416.5929057598114
2017
  }
2018
  ]