quantile.h

Go to the documentation of this file.

#ifndef INFINI_OPS_BASE_QUANTILE_H_
#define INFINI_OPS_BASE_QUANTILE_H_
 
#include <optional>
#include <string>
 
#include "operator.h"
 
namespace infini::ops {
 
class Quantile : public Operator<Quantile> {
 public:
  Quantile(const Tensor input, const Tensor q, const std::optional<int64_t> dim,
           const bool keepdim, const std::string interpolation, Tensor out)
      : input_shape_{input.shape()},
        input_strides_{input.strides()},
        input_type_{input.dtype()},
        q_shape_{q.shape()},
        q_strides_{q.strides()},
        q_type_{q.dtype()},
        out_shape_{out.shape()},
        out_strides_{out.strides()},
        out_type_{out.dtype()},
        dim_{dim},
        keepdim_{keepdim},
        interpolation_{interpolation},
        device_index_{out.device().index()} {}
 
  Quantile(const Tensor input, const double q, const std::optional<int64_t> dim,
           const bool keepdim, const std::string interpolation, Tensor out)
      : input_shape_{input.shape()},
        input_strides_{input.strides()},
        input_type_{input.dtype()},
        out_shape_{out.shape()},
        out_strides_{out.strides()},
        out_type_{out.dtype()},
        dim_{dim},
        keepdim_{keepdim},
        interpolation_{interpolation},
        q_{q},
        device_index_{out.device().index()} {}
 
  virtual void operator()(const Tensor input, const Tensor q,
                          const std::optional<int64_t> dim, const bool keepdim,
                          const std::string interpolation,
                          Tensor out) const = 0;
 
  virtual void operator()(const Tensor input, const double q,
                          const std::optional<int64_t> dim, const bool keepdim,
                          const std::string interpolation,
                          Tensor out) const = 0;
 
 protected:
  Tensor::Shape input_shape_;
 
  Tensor::Strides input_strides_;
 
  DataType input_type_;
 
  Tensor::Shape q_shape_;
 
  Tensor::Strides q_strides_;
 
  DataType q_type_;
 
  Tensor::Shape out_shape_;
 
  Tensor::Strides out_strides_;
 
  DataType out_type_;
 
  std::optional<int64_t> dim_{};
 
  bool keepdim_{};
 
  std::string interpolation_{};
 
  double q_{};
 
  int device_index_{0};
};
 
}  // namespace infini::ops
 
#endif