Results epoch 42

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 41,
-    "next_epoch": 42,
+    "last_completed_epoch": 42,
+    "next_epoch": 43,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1710,6 +1710,47 @@
             "val_iou_edema": 0.6649175669057142,
             "val_iou_enhancing": 0.7244379596020176,
             "epoch_seconds": 398.02035
+        },
+        {
+            "epoch": 42,
+            "learning_rate": 7.783603724899252e-06,
+            "train_loss": 0.38009995551539116,
+            "val_loss": 0.49829881316101227,
+            "train_dice": 0.8516564903623887,
+            "val_dice": 0.7563582902143092,
+            "train_dice_macro_all": 0.884098799624642,
+            "val_dice_macro_all": 0.8115581958968919,
+            "train_tumor_dice": 0.9382853931519262,
+            "val_tumor_dice": 0.919956919285423,
+            "train_iou": 0.7418337900863397,
+            "val_iou": 0.6182021172557581,
+            "train_tumor_iou": 0.8837453936302396,
+            "val_tumor_iou": 0.8517779852603306,
+            "train_precision": 0.947118183208833,
+            "val_precision": 0.9352266657161923,
+            "train_recall": 0.9296158294159735,
+            "val_recall": 0.9051777905005074,
+            "train_fnr": 0.0703841705840265,
+            "val_fnr": 0.09482220949949259,
+            "train_fpr": 0.01581181430079358,
+            "val_fpr": 0.018267836489179737,
+            "train_TP": 16729333,
+            "train_TN": 58140299,
+            "train_FP": 934073,
+            "train_FN": 1266631,
+            "val_TP": 3962070,
+            "val_TN": 14747127,
+            "val_FP": 274411,
+            "val_FN": 415048,
+            "val_dice_background": 0.97715791294464,
+            "val_dice_ncr_net": 0.6153117322233043,
+            "val_dice_edema": 0.8123604444152664,
+            "val_dice_enhancing": 0.8414026940043571,
+            "val_iou_background": 0.9553360438635848,
+            "val_iou_ncr_net": 0.4443684160127034,
+            "val_iou_edema": 0.6840126203234291,
+            "val_iou_enhancing": 0.726225315431142,
+            "epoch_seconds": 407.916967
         }
     ]
 }