SoftMaxLayer.cc

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/*
 * Copyright (c) 2023 Samsung Electronics Co., Ltd. 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 "SoftMaxLayer.h"
 
#include "OperationUtils.h"
 
#include <cker/train/operation/SoftMax.h>
 
namespace onert::backend::train::ops
{
 
SoftMaxLayer::SoftMaxLayer()
  : cpu::ops::SoftMaxLayer(), _back_prop_input{nullptr}, _back_prop_output{nullptr}
{
  // DO NOTHING
}
SoftMaxLayer::SoftMaxLayer() {…}
 
void SoftMaxLayer::configureBackward(IPortableTensor *back_prop_input,
                                     const IPortableTensor *back_prop_output)
{
  _back_prop_input = back_prop_input;
  _back_prop_output = back_prop_output;
}
void SoftMaxLayer::configureBackward(IPortableTensor *back_prop_input, {…}
 
void SoftMaxLayer::forward(bool) { cpu::ops::SoftMaxLayer::run(); }
 
void SoftMaxLayer::backward()
{
  assert(_back_prop_output->data_type() == _input->data_type());
  switch (_back_prop_output->data_type())
  {
    case OperandType::FLOAT32:
    {
      nnfw::cker::train::SoftMaxGrad(
        getShape(_output), getBuffer<float>(_output), getShape(_back_prop_output),
        getBuffer<float>(_back_prop_output), getShape(_back_prop_input),
        getBuffer<float>(_back_prop_input));
      break;
    }
    default:
      throw std::runtime_error("train SoftMaxLayer: unsupported data type");
  }
}
void SoftMaxLayer::backward() {…}
 
} // namespace onert::backend::train::ops