diff --git a/paddle/fluid/operators/ngraph/ops/elementwise_node.h b/paddle/fluid/operators/ngraph/ops/elementwise_node.h
index 2639920b6517565a235179f6b43f32ca6c8b1595..2ad6d73e04211e39db2ba6ec99e92d41a0c5e433 100644
--- a/paddle/fluid/operators/ngraph/ops/elementwise_node.h
+++ b/paddle/fluid/operators/ngraph/ops/elementwise_node.h
@@ -67,5 +67,7 @@ void BuildElementwiseCompareNode(
 
 REGISTER_NG_OP(elementwise_max,
                BuildElementwiseBinaryNode<ngraph::op::Maximum>);
+REGISTER_NG_OP(elementwise_sub,
+               BuildElementwiseBinaryNode<ngraph::op::Subtract>);
 REGISTER_NG_OP(elementwise_min,
                BuildElementwiseBinaryNode<ngraph::op::Minimum>);
diff --git a/python/paddle/fluid/tests/unittests/ngraph/test_elementwise_sub_ngraph_op.py b/python/paddle/fluid/tests/unittests/ngraph/test_elementwise_sub_ngraph_op.py
new file mode 100644
index 0000000000000000000000000000000000000000..078cf12f6d845f2f440d0ef207ae784f59487ef0
--- /dev/null
+++ b/python/paddle/fluid/tests/unittests/ngraph/test_elementwise_sub_ngraph_op.py
@@ -0,0 +1,22 @@
+#	Copyright (c) 2018 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, sys
+sys.path.append("../")
+from test_elementwise_sub_op import *
+
+if __name__ == '__main__':
+    unittest.main()