EVOLUTION-MANAGER

Edit File: dilation_ops.h

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you may not use this file except in compliance with the License.
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==============================================================================*/

#ifndef TENSORFLOW_CORE_KERNELS_DILATION_OPS_H_
#define TENSORFLOW_CORE_KERNELS_DILATION_OPS_H_

#include "third_party/eigen3/unsupported/Eigen/CXX11/Tensor"
#include "tensorflow/core/framework/tensor_types.h"
#include "tensorflow/core/platform/types.h"

namespace tensorflow {
namespace functor {

template <typename Device, typename T>
struct Dilation {
  // We assume that the tensor sizes are correct.
  void operator()(const Device& d, typename TTypes<T, 4>::ConstTensor input,
                  typename TTypes<T, 3>::ConstTensor filter, int stride_rows,
                  int stride_cols, int rate_rows, int rate_cols, int pad_top,
                  int pad_left, typename TTypes<T, 4>::Tensor output);
};

template <typename Device, typename T>
struct DilationBackpropInput {
  // We assume that the tensor sizes are correct.
  // To avoid storing the argmax values during forward computation, we recompute
  // the argmax during backward computation, which is the reason why we provide
  // filter as argument to the backward computation routine.
  void operator()(const Device& d, typename TTypes<T, 4>::ConstTensor input,
                  typename TTypes<T, 3>::ConstTensor filter,
                  typename TTypes<T, 4>::ConstTensor out_backprop,
                  int stride_rows, int stride_cols, int rate_rows,
                  int rate_cols, int pad_top, int pad_left,
                  typename TTypes<T, 4>::Tensor in_backprop);
};

template <typename Device, typename T>
struct DilationBackpropFilter {
  // We assume that the tensor sizes are correct.
  // To avoid storing the argmax values during forward computation, we recompute
  // the argmax during backward computation, which is the reason why we provide
  // filter as argument to the backward computation routine.
  void operator()(const Device& d, typename TTypes<T, 4>::ConstTensor input,
                  typename TTypes<T, 3>::ConstTensor filter,
                  typename TTypes<T, 4>::ConstTensor out_backprop,
                  int stride_rows, int stride_cols, int rate_rows,
                  int rate_cols, int pad_top, int pad_left,
                  typename TTypes<T, 3>::Tensor filter_backprop);
};

}  // namespace functor
}  // namespace tensorflow

#endif  // TENSORFLOW_CORE_KERNELS_DILATION_OPS_H_