Results epoch 33

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 32,
-    "next_epoch": 33,
+    "last_completed_epoch": 33,
+    "next_epoch": 34,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1341,6 +1341,47 @@
             "val_iou_edema": 0.674889742446586,
             "val_iou_enhancing": 0.7090345461437406,
             "epoch_seconds": 427.239651
+        },
+        {
+            "epoch": 33,
+            "learning_rate": 2.8711035421746357e-05,
+            "train_loss": 0.38606632009249964,
+            "val_loss": 0.49220975609244527,
+            "train_dice": 0.8423478937077776,
+            "val_dice": 0.7627567422105849,
+            "train_dice_macro_all": 0.8772697617410733,
+            "val_dice_macro_all": 0.8164420959468629,
+            "train_tumor_dice": 0.9396074313965067,
+            "val_tumor_dice": 0.9207091815705138,
+            "train_iou": 0.7280418589890115,
+            "val_iou": 0.6265921895453482,
+            "train_tumor_iou": 0.8860939422028795,
+            "val_tumor_iou": 0.8530686686562108,
+            "train_precision": 0.9464202314334893,
+            "val_precision": 0.9473660846901348,
+            "train_recall": 0.9328920141459186,
+            "val_recall": 0.895511362051223,
+            "train_fnr": 0.06710798585408136,
+            "val_fnr": 0.10448863794877704,
+            "train_fpr": 0.015857294305104967,
+            "val_fpr": 0.014633471411551299,
+            "train_TP": 16602487,
+            "train_TN": 58333624,
+            "train_FP": 939918,
+            "train_FN": 1194307,
+            "val_TP": 3948169,
+            "val_TN": 14770460,
+            "val_FP": 219353,
+            "val_FN": 460674,
+            "val_dice_background": 0.9774981571556973,
+            "val_dice_ncr_net": 0.6219528544929601,
+            "val_dice_edema": 0.8207271338174729,
+            "val_dice_enhancing": 0.8455902383213213,
+            "val_iou_background": 0.9559866947883261,
+            "val_iou_ncr_net": 0.4513291555523075,
+            "val_iou_edema": 0.695960330601248,
+            "val_iou_enhancing": 0.7324870824824894,
+            "epoch_seconds": 419.59165
         }
     ]
 }