diff --git a/ppcls/modeling/architectures/shufflenet_v2.py b/ppcls/modeling/architectures/shufflenet_v2.py
index f6ffd29f9ac0b6574f5393b5170faf0115caaf36..a051e440d27c0ca434c59e96e1d4faa3bd3e715b 100644
--- a/ppcls/modeling/architectures/shufflenet_v2.py
+++ b/ppcls/modeling/architectures/shufflenet_v2.py
@@ -337,5 +337,5 @@ def ShuffleNetV2_x2_0(**args):
 
 
 def ShuffleNetV2_swish(**args):
-    model = ShuffleNet(scale=1.0, act=swish, **args)
+    model = ShuffleNet(scale=1.0, act="swish", **args)
     return model