diff --git a/paddle/fluid/operators/random_crop_op.cc b/paddle/fluid/operators/random_crop_op.cc
index d92b8bbbb58f25513489967f9739caeafc29db6a..b14b559e31dd422f8ebe4002988a9746dfdf28a2 100644
--- a/paddle/fluid/operators/random_crop_op.cc
+++ b/paddle/fluid/operators/random_crop_op.cc
@@ -74,8 +74,8 @@ namespace ops = paddle::operators;
 namespace f = paddle::framework;
 REGISTER_OPERATOR(random_crop, ops::RandomCropOp, ops::RandomCropOpMaker,
                   ops::RandomCropOpInferShape, f::EmptyGradOpMaker);
+
 template <typename T>
 using Kernel = ops::RandomCropKernel<paddle::platform::CPUDeviceContext, T>;
-
 REGISTER_OP_CPU_KERNEL(random_crop, Kernel<float>, Kernel<int>, Kernel<double>,
                        Kernel<uint8_t>, Kernel<int16_t>);
diff --git a/paddle/fluid/operators/random_crop_op.cu b/paddle/fluid/operators/random_crop_op.cu
new file mode 100644
index 0000000000000000000000000000000000000000..2782911b4fefc6f7cd37abc6df79a03803c8d07b
--- /dev/null
+++ b/paddle/fluid/operators/random_crop_op.cu
@@ -0,0 +1,20 @@
+// 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.
+
+#include "paddle/fluid/operators/random_crop_op.h"
+
+template <typename T>
+using Kernel = ops::RandomCropKernel<paddle::platform::CUDADeviceContext, T>;
+REGISTER_OP_CUDA_KERNEL(random_crop, Kernel<float>, Kernel<int>, Kernel<double>,
+                        Kernel<uint8_t>, Kernel<int16_t>);