multinomial.h

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#ifndef INFINI_OPS_BASE_MULTINOMIAL_H_
#define INFINI_OPS_BASE_MULTINOMIAL_H_
 
#include "operator.h"
 
namespace infini::ops {
 
class Multinomial : public Operator<Multinomial> {
 public:
  Multinomial(const Tensor input, const int64_t num_samples,
              const bool replacement, 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()},
        num_samples_{num_samples},
        replacement_{replacement},
        device_index_{out.device().index()} {}
 
  virtual void operator()(const Tensor input, const int64_t num_samples,
                          const bool replacement, Tensor out) 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_;
 
  int64_t num_samples_{};
 
  bool replacement_{};
 
  int device_index_{0};
};
 
}  // namespace infini::ops
 
#endif