Results epoch 32

baseline_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 31,
-    "next_epoch": 32,
+    "last_completed_epoch": 32,
+    "next_epoch": 33,
     "best_epoch": 27,
     "best_validation_dice": 0.7684480141350359,
     "config": {
@@ -1300,6 +1300,47 @@
             "val_iou_edema": 0.668698301519426,
             "val_iou_enhancing": 0.6941875798991003,
             "epoch_seconds": 408.304645
+        },
+        {
+            "epoch": 32,
+            "learning_rate": 3.1593772365766105e-05,
+            "train_loss": 0.403034200575076,
+            "val_loss": 0.5027828913282704,
+            "train_dice": 0.8352531731044982,
+            "val_dice": 0.7548621365882902,
+            "train_dice_macro_all": 0.871673526786919,
+            "val_dice_macro_all": 0.8104262752232041,
+            "train_tumor_dice": 0.9369271715563716,
+            "val_tumor_dice": 0.9191975879284298,
+            "train_iou": 0.7176509481205925,
+            "val_iou": 0.6142187580995963,
+            "train_tumor_iou": 0.881338650079188,
+            "val_tumor_iou": 0.8504769952970468,
+            "train_precision": 0.9458533873573745,
+            "val_precision": 0.9443517038170475,
+            "train_recall": 0.9281678577885973,
+            "val_recall": 0.8953487340264397,
+            "train_fnr": 0.0718321422114027,
+            "val_fnr": 0.10465126597356039,
+            "train_fpr": 0.016259150550839027,
+            "val_fpr": 0.015455096653423008,
+            "train_TP": 16760767,
+            "train_TN": 58052939,
+            "train_FP": 959492,
+            "train_FN": 1297138,
+            "val_TP": 3935055,
+            "val_TN": 14771776,
+            "val_FP": 231883,
+            "val_FN": 459942,
+            "val_dice_background": 0.9771186911279459,
+            "val_dice_ncr_net": 0.628946222065145,
+            "val_dice_edema": 0.8058915465811433,
+            "val_dice_enhancing": 0.8297486411185819,
+            "val_iou_background": 0.9552610675870388,
+            "val_iou_ncr_net": 0.45873198570846224,
+            "val_iou_edema": 0.674889742446586,
+            "val_iou_enhancing": 0.7090345461437406,
+            "epoch_seconds": 427.239651
         }
     ]
 }