diff --git a/mindspore/nn/cell.py b/mindspore/nn/cell.py
index e30daab52396d184d9cd3137efc01af80eaab1b6..888aa08ac7b16e3855412f9595b9c5dcad312707 100755
--- a/mindspore/nn/cell.py
+++ b/mindspore/nn/cell.py
@@ -103,6 +103,16 @@ class Cell(Cell_):
     def already_run(self):
         return self._already_run
 
+    def __getstate__(self):
+        base = Cell_.__getstate__(self)
+        return base, self.__dict__
+
+    def __setstate__(self, state):
+        base, dict_ = state
+        Cell_.__setstate__(self, base)
+        self.__dict__ = dict_
+        self._attr_synced = False
+
     @property
     def _cell_tag(self):
         # `<class 'xxxxxxx'>`
@@ -388,6 +398,9 @@ class Cell(Cell_):
         """
         return ''
 
+    def __str__(self):
+        return self.__repr__()
+
     def __repr__(self):
         extra_str = self.extend_repr()
         info_str = self.__class__.__name__ + '<'