diff --git a/python/paddle/fluid/backward.py b/python/paddle/fluid/backward.py
index ff57966eefbfb3eac97019d9b858e8da01987303..51fe6294a5077abfe495ea00f956100e948a1fed 100755
--- a/python/paddle/fluid/backward.py
+++ b/python/paddle/fluid/backward.py
@@ -464,9 +464,10 @@ def _strip_grad_suffix_(name):
          x@GRAD@GRAD ==> x
          y@GRAD@RENAME@1 ==> y
          z@GRAD_slice_0@GRAD ==> z@GRAD_slice_0
+         grad/grad/z@GRAD@RENAME@block0@1@GRAD ==> z
     """
-    pos = re.search(f'{core.grad_var_suffix()}$', name) or re.search(
-        f'{core.grad_var_suffix()}@', name
+    pos = re.search(f'{core.grad_var_suffix()}+@', name) or re.search(
+        f'{core.grad_var_suffix()}$', name
     )
     new_name = name[: pos.start()] if pos is not None else name
     new_pos = name.rfind('grad/')
diff --git a/python/paddle/fluid/tests/unittests/test_backward.py b/python/paddle/fluid/tests/unittests/test_backward.py
index b2abf39fecac50edf025ceaf309f12384e7f433d..031664e4cb35d6d4339d967cdb94ca9afe16fa14 100644
--- a/python/paddle/fluid/tests/unittests/test_backward.py
+++ b/python/paddle/fluid/tests/unittests/test_backward.py
@@ -19,6 +19,7 @@ import numpy as np
 import paddle
 import paddle.nn.functional as F
 from paddle import fluid, static
+from paddle.fluid import backward
 
 
 class BackwardNet:
@@ -449,6 +450,19 @@ class TestBackwardUninitializedVariable(unittest.TestCase):
             print(out)
 
 
+class TestStripGradSuffix(unittest.TestCase):
+    def test_strip_grad_suffix(self):
+        cases = (
+            ('x@GRAD', 'x'),
+            ('x@GRAD@GRAD', 'x'),
+            ('x@GRAD@RENAME@1', 'x'),
+            ('x@GRAD_slice_0@GRAD', 'x@GRAD_slice_0'),
+            ('grad/grad/x@GRAD@RENAME@block0@1@GRAD', 'x'),
+        )
+        for input_, desired in cases:
+            self.assertEqual(backward._strip_grad_suffix_(input_), desired)
+
+
 if __name__ == '__main__':
     paddle.enable_static()
     unittest.main()