split_compute.cc

// 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.

#include "lite/kernels/arm/split_compute.h"
#include <vector>
#include "lite/backends/arm/math/funcs.h"

namespace paddle {
namespace lite {
namespace kernels {
namespace arm {

void SplitCompute::Run() {
  auto& param = Param<operators::SplitParam>();
  const float* din = param.x->data<float>();
  auto& dout = param.output;
  auto in_dim = param.x->dims();
  std::vector<int> in_strides(in_dim.size());
  in_strides[in_dim.size() - 1] = in_dim[in_dim.size() - 1];
  for (int i = in_dim.size() - 2; i >= 0; --i) {
    in_strides[i] = in_strides[i + 1] * in_dim[i];
  }
  lite::arm::math::split(din, dout, param.axis, in_strides);
}

}  // namespace arm
}  // namespace kernels
}  // namespace lite
}  // namespace paddle

REGISTER_LITE_KERNEL(
    split, kARM, kFloat, kNCHW, paddle::lite::kernels::arm::SplitCompute, def)
    .BindInput("X", {LiteType::GetTensorTy(TARGET(kARM))})
    .BindInput("AxisTensor",
               {LiteType::GetTensorTy(TARGET(kARM), PRECISION(kInt32))})
    .BindInput("SectionsTensorList",
               {LiteType::GetTensorTy(TARGET(kARM), PRECISION(kInt32))})
    .BindOutput("Out", {LiteType::GetTensorTy(TARGET(kARM))})
    .Finalize();