adaptive_max_pool2d.h

Go to the documentation of this file.

#ifndef INFINI_OPS_BASE_ADAPTIVE_MAX_POOL2D_H_
#define INFINI_OPS_BASE_ADAPTIVE_MAX_POOL2D_H_
 
#include <vector>
 
#include "operator.h"
 
namespace infini::ops {
 
class AdaptiveMaxPool2d : public Operator<AdaptiveMaxPool2d> {
 public:
  AdaptiveMaxPool2d(const Tensor input, const std::vector<int64_t> output_size,
                    Tensor out, Tensor indices)
      : input_shape_{input.shape()},
        input_strides_{input.strides()},
        input_type_{input.dtype()},
        out_shape_{out.shape()},
        out_strides_{out.strides()},
        out_type_{out.dtype()},
        indices_shape_{indices.shape()},
        indices_strides_{indices.strides()},
        indices_type_{indices.dtype()},
        output_size_{output_size},
        device_index_{out.device().index()} {}
 
  virtual void operator()(const Tensor input,
                          const std::vector<int64_t> output_size, Tensor out,
                          Tensor indices) const = 0;
 
 protected:
  Tensor::Shape input_shape_;
 
  Tensor::Strides input_strides_;
 
  DataType input_type_;
 
  Tensor::Shape out_shape_;
 
  Tensor::Strides out_strides_;
 
  DataType out_type_;
 
  Tensor::Shape indices_shape_;
 
  Tensor::Strides indices_strides_;
 
  DataType indices_type_;
 
  std::vector<int64_t> output_size_{};
 
  int device_index_{0};
};
 
}  // namespace infini::ops
 
#endif