diff --git a/paddle/fluid/operators/pool_with_index_op.cc b/paddle/fluid/operators/pool_with_index_op.cc
index 74b98069bf647fa153978790cf8934fc5968074c..79262db30fafbaf5fd3accc098b0938bb7ec14e4 100644
--- a/paddle/fluid/operators/pool_with_index_op.cc
+++ b/paddle/fluid/operators/pool_with_index_op.cc
@@ -27,6 +27,11 @@ inline int MaxPoolOutputSize(int input_size,
                              int filter_size,
                              int padding,
                              int stride) {
+  PADDLE_ENFORCE_NE(
+      stride,
+      0,
+      phi::errors::InvalidArgument(
+          "The stride of MaxPool shall not be 0, but received %d.", stride));
   int output_size = (input_size - filter_size + 2 * padding) / stride + 1;
   return output_size;
 }
diff --git a/paddle/phi/kernels/funcs/pooling.h b/paddle/phi/kernels/funcs/pooling.h
index 17b87a0e17d5127bb8d125cf489f3efdfbfb00cc..c0741672a458e1876ee2e0cec85018d742a1bb07 100644
--- a/paddle/phi/kernels/funcs/pooling.h
+++ b/paddle/phi/kernels/funcs/pooling.h
@@ -402,6 +402,11 @@ inline int MaxPoolOutputSize(int input_size,
                              int filter_size,
                              int padding,
                              int stride) {
+  PADDLE_ENFORCE_NE(
+      stride,
+      0,
+      phi::errors::InvalidArgument(
+          "The stride of MaxPool shall not be 0, but received %d.", stride));
   int output_size = (input_size - filter_size + 2 * padding) / stride + 1;
   return output_size;
 }
diff --git a/python/paddle/fluid/tests/unittests/test_pool1d_api.py b/python/paddle/fluid/tests/unittests/test_pool1d_api.py
index 2c191bf4892b774065b1b390841bac009016b2df..3816822e8f3ec979bc01fd3d71b88968142d057c 100644
--- a/python/paddle/fluid/tests/unittests/test_pool1d_api.py
+++ b/python/paddle/fluid/tests/unittests/test_pool1d_api.py
@@ -274,7 +274,7 @@ class TestPool1D_API(unittest.TestCase):
             self.check_max_dygraph_return_index_results(place)
 
 
-class TestPool2DError_API(unittest.TestCase):
+class TestPool1DError_API(unittest.TestCase):
     def test_error_api(self):
         def run1():
             with fluid.dygraph.guard():
@@ -417,6 +417,18 @@ class TestPool2DError_API(unittest.TestCase):
 
         self.assertRaises(ValueError, run_stride_out_of_range)
 
+        def run_zero_stride():
+            with fluid.dygraph.guard():
+                array = np.array([1], dtype=np.float32)
+                x = paddle.to_tensor(
+                    np.reshape(array, [1, 1, 1]), dtype='float32'
+                )
+                out = F.max_pool1d(
+                    x, 1, stride=0, padding=1, return_mask=True, ceil_mode=True
+                )
+
+        self.assertRaises(ValueError, run_zero_stride)
+
 
 if __name__ == '__main__':
     unittest.main()
diff --git a/python/paddle/fluid/tests/unittests/test_pool2d_api.py b/python/paddle/fluid/tests/unittests/test_pool2d_api.py
index 44ef18605ed2aed1f9d48a37d77b51e109cb0095..c55ea337c41b7fc45d42124792397d7915189bc6 100644
--- a/python/paddle/fluid/tests/unittests/test_pool2d_api.py
+++ b/python/paddle/fluid/tests/unittests/test_pool2d_api.py
@@ -597,6 +597,18 @@ class TestPool2DError_API(unittest.TestCase):
 
         self.assertRaises(ValueError, run_stride_out_of_range)
 
+        def run_zero_stride():
+            with fluid.dygraph.guard():
+                array = np.array([1], dtype=np.float32)
+                x = paddle.to_tensor(
+                    np.reshape(array, [1, 1, 1, 1]), dtype='float32'
+                )
+                out = max_pool2d(
+                    x, 1, stride=0, padding=1, return_mask=True, ceil_mode=True
+                )
+
+        self.assertRaises(ValueError, run_zero_stride)
+
 
 if __name__ == '__main__':
     unittest.main()
diff --git a/python/paddle/fluid/tests/unittests/test_pool3d_api.py b/python/paddle/fluid/tests/unittests/test_pool3d_api.py
index 961f0b5c569f043f42705dd10719838229c89e02..30a03ab220bcc6b4b596e4c1eb4986f3ecae8cb3 100644
--- a/python/paddle/fluid/tests/unittests/test_pool3d_api.py
+++ b/python/paddle/fluid/tests/unittests/test_pool3d_api.py
@@ -563,6 +563,18 @@ class TestPool3DError_API(unittest.TestCase):
 
         self.assertRaises(ValueError, run_size_out_of_range)
 
+        def run_zero_stride():
+            with fluid.dygraph.guard():
+                array = np.array([1], dtype=np.float32)
+                x = paddle.to_tensor(
+                    np.reshape(array, [1, 1, 1, 1, 1]), dtype='float32'
+                )
+                out = max_pool3d(
+                    x, 1, stride=0, padding=1, return_mask=True, ceil_mode=True
+                )
+
+        self.assertRaises(ValueError, run_zero_stride)
+
 
 if __name__ == '__main__':
     unittest.main()