Results epoch 8

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 7,
-    "next_epoch": 8,
-    "best_epoch": 6,
-    "best_validation_dice": 0.7192258830870027,
+    "last_completed_epoch": 8,
+    "next_epoch": 9,
+    "best_epoch": 8,
+    "best_validation_dice": 0.7268497585989708,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -316,6 +316,47 @@
             "val_iou_edema": 0.5859531704013637,
             "val_iou_enhancing": 0.6882511676270676,
             "epoch_seconds": 970.800653
+        },
+        {
+            "epoch": 8,
+            "learning_rate": 9.524135262330098e-05,
+            "train_loss": 0.6110675235589346,
+            "val_loss": 0.6169716965507817,
+            "train_dice": 0.7596448989908051,
+            "val_dice": 0.7268497585989708,
+            "train_dice_macro_all": 0.8133274018659011,
+            "val_dice_macro_all": 0.788732627181886,
+            "train_tumor_dice": 0.9150142372107125,
+            "val_tumor_dice": 0.9065978043242933,
+            "train_iou": 0.6157607652510653,
+            "val_iou": 0.5805266483959003,
+            "train_tumor_iou": 0.8433421604154406,
+            "val_tumor_iou": 0.8291530855798482,
+            "train_precision": 0.9301020924317175,
+            "val_precision": 0.942532493320323,
+            "train_recall": 0.900408070090042,
+            "val_recall": 0.8733025536182314,
+            "train_fnr": 0.09959192990995805,
+            "val_fnr": 0.12669744638176858,
+            "train_fpr": 0.020835794050779434,
+            "val_fpr": 0.015321711395983387,
+            "train_TP": 16337393,
+            "train_TN": 57698136,
+            "train_FP": 1227768,
+            "train_FN": 1807039,
+            "val_TP": 3785481,
+            "val_TN": 14833177,
+            "val_FP": 230806,
+            "val_FN": 549192,
+            "val_dice_background": 0.9743812329306316,
+            "val_dice_ncr_net": 0.5842801650586373,
+            "val_dice_edema": 0.7805640265966217,
+            "val_dice_enhancing": 0.8157050841416533,
+            "val_iou_background": 0.950042320027797,
+            "val_iou_ncr_net": 0.4127088924220924,
+            "val_iou_edema": 0.6401025093741581,
+            "val_iou_enhancing": 0.68876854339145,
+            "epoch_seconds": 980.016972
         }
     ]
 }