diff --git a/configs/DarkNet/DarkNet53.yaml b/configs/DarkNet/DarkNet53.yaml
index 525ba711f5596a3b0681d43a93b38392a9df8c3a..1dfe7301052b59af5d10adb5431aef3862918436 100644
--- a/configs/DarkNet/DarkNet53.yaml
+++ b/configs/DarkNet/DarkNet53.yaml
@@ -13,6 +13,9 @@ epochs: 200
 topk: 5
 image_shape: [3, 256, 256]
 
+use_mix: True
+ls_epsilon: 0.1
+
 LEARNING_RATE:
    function: 'Cosine'
    params:
@@ -47,6 +50,9 @@ TRAIN:
             std: [0.229, 0.224, 0.225]
             order: ''
         - ToCHWImage:
+    mix:
+        - MixupOperator:
+            alpha: 0.2
 
 VALID:
     batch_size: 64
diff --git a/configs/VGG/VGG11.yaml b/configs/VGG/VGG11.yaml
index 9331f52f932b60fdf9fdf0d032d70f133ed1604a..4f26a162bfbdc3f8db187dc7ed890607d4ae5ed6 100644
--- a/configs/VGG/VGG11.yaml
+++ b/configs/VGG/VGG11.yaml
@@ -24,7 +24,7 @@ OPTIMIZER:
         momentum: 0.9
     regularizer:
         function: 'L2'
-        factor: 0.0004
+        factor: 0.0002
 
 TRAIN:
     batch_size: 512