SE results after epoch 15

results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "SE Attention 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 14,
-    "next_epoch": 15,
-    "best_epoch": 14,
-    "best_validation_dice": 0.7451913852292189,
+    "last_completed_epoch": 15,
+    "next_epoch": 16,
+    "best_epoch": 15,
+    "best_validation_dice": 0.7455340908902035,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -603,6 +603,47 @@
             "val_iou_edema": 0.6497486014887407,
             "val_iou_enhancing": 0.6934643169255742,
             "epoch_seconds": 1624.2466192245483
+        },
+        {
+            "epoch": 15,
+            "learning_rate": 8.187119948743447e-05,
+            "train_loss": 0.5997728505710356,
+            "val_loss": 0.5890376805453688,
+            "train_dice": 0.7766138544363637,
+            "val_dice": 0.7455340908902035,
+            "train_dice_macro_all": 0.8266894687851836,
+            "val_dice_macro_all": 0.8026659130106301,
+            "train_tumor_dice": 0.9210669967011555,
+            "val_tumor_dice": 0.9134194347210698,
+            "train_iou": 0.6371942956769845,
+            "val_iou": 0.6022117792905094,
+            "train_tumor_iou": 0.8536832165528234,
+            "val_tumor_iou": 0.8406366392965908,
+            "train_precision": 0.9368507067292382,
+            "val_precision": 0.891793645931602,
+            "train_recall": 0.9058063110313543,
+            "val_recall": 0.9361201304653926,
+            "train_fnr": 0.09419368896864572,
+            "val_fnr": 0.06387986953460743,
+            "train_fpr": 0.018246558734440397,
+            "val_fpr": 0.032964110886453124,
+            "train_TP": 16062474,
+            "train_TN": 58254839,
+            "train_FP": 1082706,
+            "train_FN": 1670317,
+            "val_TP": 4084719,
+            "val_TN": 14539578,
+            "val_FP": 495622,
+            "val_FN": 278737,
+            "val_dice_background": 0.9740613793719098,
+            "val_dice_ncr_net": 0.6222602182382216,
+            "val_dice_edema": 0.7810422854630107,
+            "val_dice_enhancing": 0.8332997689693781,
+            "val_iou_background": 0.9494343616537014,
+            "val_iou_ncr_net": 0.45165293655272787,
+            "val_iou_edema": 0.6407460046796479,
+            "val_iou_enhancing": 0.7142363966391524,
+            "epoch_seconds": 1617.0393495559692
         }
     ]
 }