diff --git a/dygraph/se_resnet/train.py b/dygraph/se_resnet/train.py
index a0ff8cd643a85b39f69aca9ec7d295a129310669..67b9dacf2e07e19e07d466683769641830a6fd36 100644
--- a/dygraph/se_resnet/train.py
+++ b/dygraph/se_resnet/train.py
@@ -99,8 +99,7 @@ class ConvBNLayer(fluid.dygraph.Layer):
             padding=(filter_size - 1) // 2,
             groups=groups,
             act=None,
-            bias_attr=False,
-            param_attr=fluid.ParamAttr(name="weights"))
+            bias_attr=False)
 
         self._batch_norm = BatchNorm(num_filters, act=act)