SE results after epoch 13

results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "SE Attention 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 12,
-    "next_epoch": 13,
-    "best_epoch": 10,
-    "best_validation_dice": 0.7308932549970543,
+    "last_completed_epoch": 13,
+    "next_epoch": 14,
+    "best_epoch": 13,
+    "best_validation_dice": 0.7389408793627764,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -521,6 +521,47 @@
             "val_iou_edema": 0.6078467894650885,
             "val_iou_enhancing": 0.677668887667413,
             "epoch_seconds": 1604.0618000030518
+        },
+        {
+            "epoch": 13,
+            "learning_rate": 8.644843137107056e-05,
+            "train_loss": 0.6543338422467109,
+            "val_loss": 0.614672559338647,
+            "train_dice": 0.7559189998920278,
+            "val_dice": 0.7389408793627764,
+            "train_dice_macro_all": 0.8109744932970241,
+            "val_dice_macro_all": 0.7980416749985452,
+            "train_tumor_dice": 0.9189864191457964,
+            "val_tumor_dice": 0.9170093929527591,
+            "train_iou": 0.6110098369825757,
+            "val_iou": 0.5968851817861635,
+            "train_tumor_iou": 0.8501155169758594,
+            "val_tumor_iou": 0.8467380852480084,
+            "train_precision": 0.9351209165481955,
+            "val_precision": 0.9256096474967105,
+            "train_recall": 0.9033992447916769,
+            "val_recall": 0.9085674847891215,
+            "train_fnr": 0.09660075520832312,
+            "val_fnr": 0.09143251521087847,
+            "train_fpr": 0.018873539935293508,
+            "val_fpr": 0.02195612088103144,
+            "train_TP": 16113393,
+            "train_TN": 58115979,
+            "train_FP": 1117954,
+            "train_FN": 1723010,
+            "val_TP": 4074430,
+            "val_TN": 14586743,
+            "val_FP": 327458,
+            "val_FN": 410025,
+            "val_dice_background": 0.9753440619058513,
+            "val_dice_ncr_net": 0.5894698890150267,
+            "val_dice_edema": 0.7933752028470643,
+            "val_dice_enhancing": 0.8339775462262383,
+            "val_iou_background": 0.9518746982718735,
+            "val_iou_ncr_net": 0.41790663270803907,
+            "val_iou_edema": 0.6575160768443138,
+            "val_iou_enhancing": 0.7152328358061374,
+            "epoch_seconds": 1622.6163711547852
         }
     ]
 }