diff --git a/x2paddle/op_mapper/caffe_op_mapper.py b/x2paddle/op_mapper/caffe_op_mapper.py
index 1ec79dd8ec6a264f8b47daa5e300ac1191c4ce98..4283bfecab13437172be4ec3402c4620642509f7 100644
--- a/x2paddle/op_mapper/caffe_op_mapper.py
+++ b/x2paddle/op_mapper/caffe_op_mapper.py
@@ -467,7 +467,12 @@ class CaffeOpMapper(OpMapper):
         data = node.data
         assert data is not None, 'The parameter of {} (type is {}) is not set. You need to use python package of caffe to set the default value.'.format(
             node.layer_name, node.layer_type)
-        self.weights[node.layer_name + '_weights'] = data[0]
+        import paddle
+        pd_version = paddle.__version__
+        if pd_version.startswith("1.8.4") or pd_version.startswith("1.8.3"):
+            self.weights[node.layer_name + '_weights'] = data[0].reshape(1, -1)
+        else:
+            self.weights[node.layer_name + '_weights'] = data[0]
         attr = {
             'mode': string(mode),
             'param_attr': string(node.layer_name + '_weights'),