diff --git a/easycv/models/backbones/pytorch_image_models_wrapper.py b/easycv/models/backbones/pytorch_image_models_wrapper.py
index 2bba3ef7..e7fa8b85 100644
--- a/easycv/models/backbones/pytorch_image_models_wrapper.py
+++ b/easycv/models/backbones/pytorch_image_models_wrapper.py
@@ -166,7 +166,6 @@ def init_weights(self, pretrained=None):
                         self.model_name, pretrained))
         else:
             print_log('load model from init weights')
-            self.model.init_weights()
 
     def forward(self, x):