diff --git a/python/paddle/nn/functional/pooling.py b/python/paddle/nn/functional/pooling.py
index 73e3cb31221f131cf5866177a96a3fcb46d8d189..40166f4d36e94ec74614e7c81c8c9b20f7c09a72 100755
--- a/python/paddle/nn/functional/pooling.py
+++ b/python/paddle/nn/functional/pooling.py
@@ -230,7 +230,7 @@ def avg_pool1d(x,
             x, 'pooling_type', 'avg', 'ksize', kernel_size, 'global_pooling',
             False, 'strides', stride, 'paddings', padding, 'padding_algorithm',
             padding_algorithm, 'use_cudnn', True, 'ceil_mode', ceil_mode,
-            'use_mkldnn', False, 'exclusive', not exclusive, 'data_format',
+            'use_mkldnn', False, 'exclusive', exclusive, 'data_format',
             data_format)
         return squeeze(output, [2])
 
@@ -338,7 +338,7 @@ def avg_pool2d(x,
             x, 'pooling_type', 'avg', 'ksize', kernel_size, 'global_pooling',
             False, 'padding_algorithm', padding_algorithm, 'strides', stride,
             'paddings', padding, 'use_cudnn', True, 'ceil_mode', ceil_mode,
-            'use_mkldnn', False, 'exclusive', not exclusive, 'data_format',
+            'use_mkldnn', False, 'exclusive', exclusive, 'data_format',
             data_format)
         if divisor_override is None:
             return output
@@ -452,7 +452,7 @@ def avg_pool3d(x,
             x, 'pooling_type', 'avg', 'ksize', kernel_size, 'strides', stride,
             'paddings', padding, 'global_pooling', False, 'padding_algorithm',
             padding_algorithm, 'use_cudnn', True, 'ceil_mode', ceil_mode,
-            'use_mkldnn', False, 'exclusive', not exclusive, 'data_format',
+            'use_mkldnn', False, 'exclusive', exclusive, 'data_format',
             data_format)
         if divisor_override is None:
             return output
diff --git a/python/paddle/nn/layer/pooling.py b/python/paddle/nn/layer/pooling.py
index 0b0a4909f8550efad93db8c5dc7037a99640f771..07cd0f61aa716b7d35972c015f2103592c0c7d40 100755
--- a/python/paddle/nn/layer/pooling.py
+++ b/python/paddle/nn/layer/pooling.py
@@ -503,6 +503,7 @@ class MaxPool2D(layers.Layer):
             stride=self.stride,
             padding=self.padding,
             return_mask=self.return_mask,
+            ceil_mode=self.ceil_mode,
             data_format=self.data_format,
             name=self.name)
 
@@ -594,6 +595,7 @@ class MaxPool3D(layers.Layer):
             stride=self.stride,
             padding=self.padding,
             return_mask=self.return_mask,
+            ceil_mode=self.ceil_mode,
             data_format=self.data_format,
             name=self.name)