diff --git a/mindspore/common/parameter.py b/mindspore/common/parameter.py
index d40a4b4abe..4456782378 100644
--- a/mindspore/common/parameter.py
+++ b/mindspore/common/parameter.py
@@ -128,6 +128,12 @@ class Parameter(MetaTensor_):
         self.init_in_server = False
         self._unique = False
         self.is_in_parallel = _is_in_parallel_mode()
+        if isinstance(default_input, (MetaTensor, Tensor)):
+            MetaTensor_.__init__(self, default_input.dtype, default_input.shape)
+        elif isinstance(default_input, int):
+            MetaTensor_.__init__(self, mstype.int64, ())
+        elif isinstance(default_input, float):
+            MetaTensor_.__init__(self, mstype.float32, ())
 
     @staticmethod
     def _get_base_class(input_class):