SE results after epoch 10

results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "SE Attention 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 9,
-    "next_epoch": 10,
-    "best_epoch": 7,
-    "best_validation_dice": 0.7129384754587976,
+    "last_completed_epoch": 10,
+    "next_epoch": 11,
+    "best_epoch": 10,
+    "best_validation_dice": 0.7308932549970543,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -398,6 +398,47 @@
             "val_iou_edema": 0.6317305409491035,
             "val_iou_enhancing": 0.6656118643457224,
             "epoch_seconds": 1539.6448080539703
+        },
+        {
+            "epoch": 10,
+            "learning_rate": 9.221639627510075e-05,
+            "train_loss": 0.755909832764645,
+            "val_loss": 0.7087738566301964,
+            "train_dice": 0.7405180369001783,
+            "val_dice": 0.7308932549970543,
+            "train_dice_macro_all": 0.7989479606816772,
+            "val_dice_macro_all": 0.7915597838493182,
+            "train_tumor_dice": 0.9161596932043484,
+            "val_tumor_dice": 0.9015721860652063,
+            "train_iou": 0.5934421792174396,
+            "val_iou": 0.5865834267859197,
+            "train_tumor_iou": 0.8452902954983775,
+            "val_tumor_iou": 0.8207841923044445,
+            "train_precision": 0.9277244003515097,
+            "val_precision": 0.9484051242743843,
+            "train_recall": 0.904879759829888,
+            "val_recall": 0.8591468849510795,
+            "train_fnr": 0.09512024017011196,
+            "val_fnr": 0.1408531150489205,
+            "train_fpr": 0.02201617487019148,
+            "val_fpr": 0.013352625237984082,
+            "train_TP": 16596701,
+            "train_TN": 57436015,
+            "train_FP": 1292988,
+            "train_FN": 1744632,
+            "val_TP": 3703320,
+            "val_TN": 14886727,
+            "val_FP": 201467,
+            "val_FN": 607142,
+            "val_dice_background": 0.9735593704061103,
+            "val_dice_ncr_net": 0.5809361993157024,
+            "val_dice_edema": 0.7892860970058431,
+            "val_dice_enhancing": 0.8224574686696171,
+            "val_iou_background": 0.948480937266969,
+            "val_iou_ncr_net": 0.40937990176027655,
+            "val_iou_edema": 0.6519179263192555,
+            "val_iou_enhancing": 0.6984524522782273,
+            "epoch_seconds": 1603.9939532279968
         }
     ]
 }