max_pool3d_with_indices_backward.h

Go to the documentation of this file.

#ifndef INFINI_OPS_BASE_MAX_POOL3D_WITH_INDICES_BACKWARD_H_
#define INFINI_OPS_BASE_MAX_POOL3D_WITH_INDICES_BACKWARD_H_
 
#include <vector>
 
#include "operator.h"
 
namespace infini::ops {
 
class MaxPool3dWithIndicesBackward
    : public Operator<MaxPool3dWithIndicesBackward> {
 public:
  MaxPool3dWithIndicesBackward(const Tensor grad_output, const Tensor input,
                               const Tensor indices,
                               const std::vector<int64_t> kernel_size,
                               const std::vector<int64_t> stride,
                               const std::vector<int64_t> padding,
                               const std::vector<int64_t> dilation,
                               const bool ceil_mode, Tensor grad_input)
      : grad_output_shape_{grad_output.shape()},
        grad_output_strides_{grad_output.strides()},
        grad_output_type_{grad_output.dtype()},
        input_shape_{input.shape()},
        input_strides_{input.strides()},
        input_type_{input.dtype()},
        indices_shape_{indices.shape()},
        indices_strides_{indices.strides()},
        indices_type_{indices.dtype()},
        grad_input_shape_{grad_input.shape()},
        grad_input_strides_{grad_input.strides()},
        grad_input_type_{grad_input.dtype()},
        kernel_size_{kernel_size},
        stride_{stride},
        padding_{padding},
        dilation_{dilation},
        ceil_mode_{ceil_mode},
        device_index_{grad_input.device().index()} {}
 
  virtual void operator()(const Tensor grad_output, const Tensor input,
                          const Tensor indices,
                          const std::vector<int64_t> kernel_size,
                          const std::vector<int64_t> stride,
                          const std::vector<int64_t> padding,
                          const std::vector<int64_t> dilation,
                          const bool ceil_mode, Tensor grad_input) const = 0;
 
 protected:
  Tensor::Shape grad_output_shape_;
 
  Tensor::Strides grad_output_strides_;
 
  DataType grad_output_type_;
 
  Tensor::Shape input_shape_;
 
  Tensor::Strides input_strides_;
 
  DataType input_type_;
 
  Tensor::Shape indices_shape_;
 
  Tensor::Strides indices_strides_;
 
  DataType indices_type_;
 
  Tensor::Shape grad_input_shape_;
 
  Tensor::Strides grad_input_strides_;
 
  DataType grad_input_type_;
 
  std::vector<int64_t> kernel_size_{};
 
  std::vector<int64_t> stride_{};
 
  std::vector<int64_t> padding_{};
 
  std::vector<int64_t> dilation_{};
 
  bool ceil_mode_{};
 
  int device_index_{0};
};
 
}  // namespace infini::ops
 
#endif