diff --git a/paddle/fluid/operators/ngraph/ops/fill_zeros_like_op.h b/paddle/fluid/operators/ngraph/ops/fill_zeros_like_op.h
new file mode 100644
index 0000000000000000000000000000000000000000..163734be877737dbf5633b2a45763bfb62f887da
--- /dev/null
+++ b/paddle/fluid/operators/ngraph/ops/fill_zeros_like_op.h
@@ -0,0 +1,45 @@
+/*Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+#pragma once
+
+#include <functional>
+#include <memory>
+#include <string>
+#include <unordered_map>
+
+#include "ngraph/ngraph.hpp"
+#include "paddle/fluid/operators/ngraph/ops/op_bridge.h"
+#include "paddle/fluid/platform/ngraph_helper.h"
+
+namespace paddle {
+namespace operators {
+namespace ngraphs {
+
+static void BuildFillZerosLikeNode(
+    const std::shared_ptr<framework::OperatorBase>& op,
+    std::shared_ptr<
+        std::unordered_map<std::string, std::shared_ptr<ngraph::Node>>>
+        ngb_node_map) {
+  auto x = platform::GetInputNode(op, "X", ngb_node_map);
+  auto out = paddle::platform::CreateConstant(x->get_element_type(),
+                                              x->get_shape(), {0});
+  platform::SetOutputNode(op, "Out", out, ngb_node_map);
+}
+
+}  // namespace ngraphs
+}  // namespace operators
+}  // namespace paddle
+
+REGISTER_NG_OP(fill_zeros_like, BuildFillZerosLikeNode);
diff --git a/python/paddle/fluid/tests/unittests/ngraph/test_fill_zeros_like_ngraph_op.py b/python/paddle/fluid/tests/unittests/ngraph/test_fill_zeros_like_ngraph_op.py
new file mode 100644
index 0000000000000000000000000000000000000000..45e6af7f961cbebb3ee04c3181068c807830dedc
--- /dev/null
+++ b/python/paddle/fluid/tests/unittests/ngraph/test_fill_zeros_like_ngraph_op.py
@@ -0,0 +1,20 @@
+# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from __future__ import print_function
+
+import unittest
+from paddle.fluid.tests.unittests.test_fill_zeros_like_op import TestFillZerosLikeOp
+
+if __name__ == "__main__":
+    unittest.main()