data_layout_transform_test.cc

//   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserve.
//
// 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/framework/data_layout_transform.h"

#include "gtest/gtest.h"
#include "paddle/platform/device_context.h"

TEST(DataTransform, DataLayoutFunction) {
  using namespace paddle::framework;
  using namespace paddle::platform;

  auto place = CPUPlace();
  Tensor in = Tensor();
  Tensor out = Tensor();
  in.mutable_data<double>(make_ddim({2, 3, 1, 2}), place);
  in.set_layout(DataLayout::kNHWC);

  auto kernel_nhwc = OpKernelType(proto::DataType::FP32, place,
                                  DataLayout::kNHWC, LibraryType::kPlain);
  auto kernel_ncwh = OpKernelType(proto::DataType::FP32, place,
                                  DataLayout::kNCHW, LibraryType::kPlain);

  TransDataLayout(kernel_nhwc, kernel_ncwh, in, &out);

  EXPECT_TRUE(out.layout() == DataLayout::kNCHW);
  EXPECT_TRUE(out.dims() == make_ddim({2, 2, 3, 1}));

  TransDataLayout(kernel_ncwh, kernel_nhwc, in, &out);

  EXPECT_TRUE(in.layout() == DataLayout::kNHWC);
  EXPECT_TRUE(in.dims() == make_ddim({2, 3, 1, 2}));
}