PixelSoftmaxLayer.h 1.2 KB
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/* Copyright (c) 2016 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. */

#pragma once

#include "Layer.h"

namespace paddle {

/**
 * \brief  This layer calculate softmax in image channel dimension.
 */
class PixelSoftmaxLayer : public Layer {
public:
  explicit PixelSoftmaxLayer(const LayerConfig& config) : Layer(config) {}

  ~PixelSoftmaxLayer() {}

  bool init(const LayerMap& layerMap,
            const ParameterMap& parameterMap) override;
  void forward(PassType passType) override;
  void backward(const UpdateCallback& callback = nullptr) override;

protected:
  uint32_t inC_;
  uint32_t inH_;
  uint32_t inW_;
  TensorShape inDims_;
  TensorShape outDims_;
  MatrixPtr tmpInput_;
  MatrixPtr tmpOutput_;
};
}  // namespace paddle