diff --git a/python/paddle/fluid/clip.py b/python/paddle/fluid/clip.py
index 1c51ef296c6a2d0d1cc21bf55187c1f0722570ff..09d7975a6b0d5dc69bd14a127a64f068fbf1f910 100644
--- a/python/paddle/fluid/clip.py
+++ b/python/paddle/fluid/clip.py
@@ -21,7 +21,7 @@ import functools
 from . import layers
 from . import framework
 from . import core
-from .dygraph import not_support
+from .dygraph.base import _not_support
 
 __all__ = [
     'ErrorClipByValue',
@@ -336,7 +336,7 @@ class GradientClipByGlobalNorm(BaseGradientClipAttr):
         return param, new_grad
 
 
-@not_support
+@_not_support
 def set_gradient_clip(clip, param_list=None, program=None):
     """
     To specify parameters that require gradient clip.
diff --git a/python/paddle/fluid/dygraph/base.py b/python/paddle/fluid/dygraph/base.py
index 133eb6a19c2e20287ef6588cc2c4f780ec7dbdd4..1c19fcb3eba8cceabcb8ddb4337b93d2dbd803c6 100644
--- a/python/paddle/fluid/dygraph/base.py
+++ b/python/paddle/fluid/dygraph/base.py
@@ -24,7 +24,6 @@ import logging
 __all__ = [
     'enabled',
     'no_grad',
-    'not_support',
     'guard',
     'to_variable',
 ]
@@ -91,7 +90,7 @@ def _no_grad_(func):
 
 
 no_grad = wrap_decorator(_no_grad_)
-not_support = wrap_decorator(_dygraph_not_support_)
+_not_support = wrap_decorator(_dygraph_not_support_)
 
 
 @signature_safe_contextmanager
diff --git a/python/paddle/fluid/tests/unittests/test_imperative_decorator.py b/python/paddle/fluid/tests/unittests/test_imperative_decorator.py
index 2b92bcb38befcd7d1d2932e2681dc167fa6777ee..c821a2e4bc80bba3a3f63d3d8016fd957021ae7e 100644
--- a/python/paddle/fluid/tests/unittests/test_imperative_decorator.py
+++ b/python/paddle/fluid/tests/unittests/test_imperative_decorator.py
@@ -15,6 +15,7 @@
 import paddle.fluid as fluid
 import paddle.fluid.framework as framework
 import unittest
+from test_imperative_base import new_program_scope
 
 
 class TestTracerMode(unittest.TestCase):
@@ -29,6 +30,18 @@ class TestTracerMode(unittest.TestCase):
         self.assertEqual(self.tracer._train_mode, False)
         return a
 
+    @fluid.dygraph.base._not_support
+    def not_support_func(self):
+        return True
+
+    def check_not_support_rlt(self, ans):
+        try:
+            rlt = self.not_support_func()
+        except AssertionError:
+            rlt = False
+        finally:
+            self.assertEqual(rlt, ans)
+
     def test_main(self):
         with fluid.dygraph.guard():
             self.tracer = framework._dygraph_tracer()
@@ -38,6 +51,12 @@ class TestTracerMode(unittest.TestCase):
 
             self.assertEqual(self.tracer._train_mode, self.init_mode)
 
+        with fluid.dygraph.guard():
+            self.check_not_support_rlt(False)
+
+        with new_program_scope():
+            self.check_not_support_rlt(True)
+
 
 class TestTracerMode2(TestTracerMode):
     def setUp(self):