Reduanul1997 commited on
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4289a8a
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1 Parent(s): a098a4c

Update E5 training history epoch 49

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -2014,5 +2014,47 @@
2014
  ],
2015
  "learning_rate": 3.942649342761114e-07,
2016
  "epoch_time_seconds": 416.5929057598114
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2017
  }
2018
  ]
 
2014
  ],
2015
  "learning_rate": 3.942649342761114e-07,
2016
  "epoch_time_seconds": 416.5929057598114
2017
+ },
2018
+ {
2019
+ "epoch": 49,
2020
+ "train_loss": 0.6267647606377699,
2021
+ "val_loss": 0.9379216521172911,
2022
+ "foreground_dice": 0.7761380342768186,
2023
+ "foreground_iou": 0.6394100196408518,
2024
+ "foreground_precision": 0.8202920045466576,
2025
+ "foreground_recall": 0.7521960288667472,
2026
+ "tumor_dice": 0.9232708830952685,
2027
+ "tumor_iou": 0.8574773994683001,
2028
+ "tumor_precision": 0.9238594877791119,
2029
+ "tumor_recall": 0.9226830279515597,
2030
+ "tumor_sensitivity": 0.9226830279515597,
2031
+ "tumor_fnr": 0.07731697204844029,
2032
+ "tumor_fpr": 0.02313352016710157,
2033
+ "tumor_tp": 2087491,
2034
+ "tumor_tn": 7264872,
2035
+ "tumor_fp": 172042,
2036
+ "tumor_fn": 174923,
2037
+ "class_dice": [
2038
+ 0.6775825490942718,
2039
+ 0.8128793987044298,
2040
+ 0.8379521550317544
2041
+ ],
2042
+ "class_iou": [
2043
+ 0.5123817359111477,
2044
+ 0.6847487928499344,
2045
+ 0.7210995301614732
2046
+ ],
2047
+ "class_precision": [
2048
+ 0.8242734850191484,
2049
+ 0.750432993643617,
2050
+ 0.8861695349772077
2051
+ ],
2052
+ "class_recall": [
2053
+ 0.5752150306260206,
2054
+ 0.8866619360961124,
2055
+ 0.7947111198781085
2056
+ ],
2057
+ "learning_rate": 9.866357858642197e-08,
2058
+ "epoch_time_seconds": 418.1421937942505
2059
  }
2060
  ]