Residual results epoch 43

residual_results.json

@@ -1,8 +1,8 @@
 {
     "experiment": "Residual 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 42,
-    "next_epoch": 43,
+    "last_completed_epoch": 43,
+    "next_epoch": 44,
     "best_epoch": 26,
     "best_validation_dice": 0.7753506911714508,
     "config": {
@@ -11,7 +11,7 @@
         "num_epochs": 50,
         "batch_size": 1,
         "num_classes": 4,
-        "learning_rate": 6.184665997806817e-06,
+        "learning_rate": 4.75864737669903e-06,
         "weight_decay": 1e-05,
         "loss": "Dice + Cross Entropy",
         "patch_size": [
@@ -1754,6 +1754,47 @@
             "val_iou_edema": 0.6903122978528762,
             "val_iou_enhancing": 0.7357300721443671,
             "epoch_seconds": 377.768462
+        },
+        {
+            "epoch": 43,
+            "learning_rate": 6.184665997806817e-06,
+            "train_loss": 0.3369228229382817,
+            "val_loss": 0.5274315389829713,
+            "train_dice": 0.8655987819305611,
+            "val_dice": 0.757748807384281,
+            "train_dice_macro_all": 0.8950722966386223,
+            "val_dice_macro_all": 0.8128629868381624,
+            "train_tumor_dice": 0.9453052050464359,
+            "val_tumor_dice": 0.9254897172782549,
+            "train_iou": 0.7631397048578327,
+            "val_iou": 0.6189715985229641,
+            "train_tumor_iou": 0.8962831802806569,
+            "val_tumor_iou": 0.86131303921446,
+            "train_precision": 0.9533370679497943,
+            "val_precision": 0.9319943781499324,
+            "train_recall": 0.9374075483143567,
+            "val_recall": 0.9190752229625276,
+            "train_fnr": 0.06259245168564331,
+            "val_fnr": 0.08092477703747236,
+            "train_fpr": 0.014000051242849941,
+            "val_fpr": 0.019793419102924443,
+            "train_TP": 16890392,
+            "train_TN": 58225408,
+            "train_FP": 826733,
+            "train_FN": 1127803,
+            "val_TP": 4062954,
+            "val_TN": 14681493,
+            "val_FP": 296465,
+            "val_FN": 357744,
+            "val_dice_background": 0.9782055251998063,
+            "val_dice_ncr_net": 0.626820590465953,
+            "val_dice_edema": 0.7997193927569259,
+            "val_dice_enhancing": 0.8467064389299641,
+            "val_iou_background": 0.9573407855734286,
+            "val_iou_ncr_net": 0.45647392184437746,
+            "val_iou_edema": 0.6662770254980646,
+            "val_iou_enhancing": 0.7341638482264502,
+            "epoch_seconds": 399.350314
         }
     ]
 }