diff --git a/paddle/operators/pool_op.cc b/paddle/operators/pool_op.cc
index e51249beb913a8a75c3f2868c26019343102c226..9c1b7ea41dd1ed33b88799a665165faec847ae92 100644
--- a/paddle/operators/pool_op.cc
+++ b/paddle/operators/pool_op.cc
@@ -101,7 +101,8 @@ class Pool2dOpMaker : public framework::OpProtoAndCheckerMaker {
                          "poolingType of pooling operator."
                          "str constant equal to 'max' or 'avg'");
     AddAttr<std::vector<int>>(
-        "ksize", "pooling size(height, width) of pooling operator.");
+        "ksize", "pooling size(height, width) of pooling operator.")
+        .AddCustomChecker(GreaterThanChecker_pool({0, 0}));
     AddAttr<int>(
         "globalPooling",
         "whether to use the globalPooling."
@@ -112,17 +113,49 @@ class Pool2dOpMaker : public framework::OpProtoAndCheckerMaker {
     AddAttr<std::vector<int>>("strides",
                               "strides(height, width) of pooling operator."
                               "default {1,1}")
-        .SetDefault({1, 1});
+        .SetDefault({1, 1})
+        .AddCustomChecker(GreaterThanChecker_pool({0, 0}));
     AddAttr<std::vector<int>>("paddings",
                               "paddings(height, width) of pooling operator."
                               "default {0,0}")
-        .SetDefault({0, 0});
-
+        .SetDefault({0, 0})
+        .AddCustomChecker(EqualGreaterThanChecker_pool({0, 0}));
     AddComment(R"DOC(
 The pooling2d operation calculates the output based on
 the input, poolingType and ksize, strides, paddings parameters.
 )DOC");
   }
+
+ private:
+  struct GreaterThanChecker_pool {
+   public:
+    explicit GreaterThanChecker_pool(std::vector<int> lower_bound)
+        : lower_bound_(lower_bound) {}
+    void operator()(std::vector<int> &value) const {
+      PADDLE_ENFORCE(value.size() == lower_bound_.size(), "equal check fails.");
+      for (size_t i = 0; i < value.size(); ++i) {
+        PADDLE_ENFORCE(value[i] > lower_bound_[i], "larger_than check fails.");
+      }
+    }
+
+   private:
+    std::vector<int> lower_bound_;
+  };
+
+  struct EqualGreaterThanChecker_pool {
+   public:
+    explicit EqualGreaterThanChecker_pool(std::vector<int> lower_bound)
+        : lower_bound_(lower_bound) {}
+    void operator()(std::vector<int> &value) const {
+      PADDLE_ENFORCE(value.size() == lower_bound_.size(), "equal check fails.");
+      for (size_t i = 0; i < value.size(); ++i) {
+        PADDLE_ENFORCE(value[i] >= lower_bound_[i], "larger_than check fails.");
+      }
+    }
+
+   private:
+    std::vector<int> lower_bound_;
+  };
 };
 class Pool3dOpMaker : public framework::OpProtoAndCheckerMaker {
  public:
@@ -142,7 +175,8 @@ class Pool3dOpMaker : public framework::OpProtoAndCheckerMaker {
                          "poolingType of pooling operator."
                          "str constant equal to 'max' or 'avg'");
     AddAttr<std::vector<int>>(
-        "ksize", "pooling size(depth, height, width) of pooling operator.");
+        "ksize", "pooling size(depth, height, width) of pooling operator.")
+        .AddCustomChecker(GreaterThanChecker_pool({0, 0, 0}));
     AddAttr<int>(
         "globalPooling",
         "whether to use the globalPooling."
@@ -154,17 +188,50 @@ class Pool3dOpMaker : public framework::OpProtoAndCheckerMaker {
         "strides",
         "strides(depth, height, width) of pooling operator."
         "default {1,1,1}")
-        .SetDefault({1, 1, 1});
+        .SetDefault({1, 1, 1})
+        .AddCustomChecker(GreaterThanChecker_pool({0, 0, 0}));
     AddAttr<std::vector<int>>(
         "paddings",
         "paddings(depth, height, width) of pooling operator."
         "default {0,0,0}")
-        .SetDefault({0, 0, 0});
+        .SetDefault({0, 0, 0})
+        .AddCustomChecker(EqualGreaterThanChecker_pool({0, 0, 0}));
     AddComment(R"DOC(
 The pooling3d operation calculates the output based on
 the input, poolingType and ksize, strides, paddings parameters.
 )DOC");
   }
+
+ private:
+  struct GreaterThanChecker_pool {
+   public:
+    explicit GreaterThanChecker_pool(std::vector<int> lower_bound)
+        : lower_bound_(lower_bound) {}
+    void operator()(std::vector<int> &value) const {
+      PADDLE_ENFORCE(value.size() == lower_bound_.size(), "equal check fails.");
+      for (size_t i = 0; i < value.size(); ++i) {
+        PADDLE_ENFORCE(value[i] > lower_bound_[i], "larger_than check fails.");
+      }
+    }
+
+   private:
+    std::vector<int> lower_bound_;
+  };
+
+  struct EqualGreaterThanChecker_pool {
+   public:
+    explicit EqualGreaterThanChecker_pool(std::vector<int> lower_bound)
+        : lower_bound_(lower_bound) {}
+    void operator()(std::vector<int> &value) const {
+      PADDLE_ENFORCE(value.size() == lower_bound_.size(), "equal check fails.");
+      for (size_t i = 0; i < value.size(); ++i) {
+        PADDLE_ENFORCE(value[i] >= lower_bound_[i], "larger_than check fails.");
+      }
+    }
+
+   private:
+    std::vector<int> lower_bound_;
+  };
 };
 }  // namespace operators
 }  // namespace paddle