svd.h

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#ifndef INFINI_OPS_BASE_SVD_H_
#define INFINI_OPS_BASE_SVD_H_
 
#include "operator.h"
 
namespace infini::ops {
 
class Svd : public Operator<Svd> {
 public:
  Svd(const Tensor input, const bool some, const bool compute_uv, Tensor U,
      Tensor S, Tensor V)
      : input_shape_{input.shape()},
        input_strides_{input.strides()},
        input_type_{input.dtype()},
        U_shape_{U.shape()},
        U_strides_{U.strides()},
        U_type_{U.dtype()},
        S_shape_{S.shape()},
        S_strides_{S.strides()},
        S_type_{S.dtype()},
        V_shape_{V.shape()},
        V_strides_{V.strides()},
        V_type_{V.dtype()},
        some_{some},
        compute_uv_{compute_uv},
        device_index_{U.device().index()} {}
 
  virtual void operator()(const Tensor input, const bool some,
                          const bool compute_uv, Tensor U, Tensor S,
                          Tensor V) const = 0;
 
 protected:
  Tensor::Shape input_shape_;
 
  Tensor::Strides input_strides_;
 
  DataType input_type_;
 
  Tensor::Shape U_shape_;
 
  Tensor::Strides U_strides_;
 
  DataType U_type_;
 
  Tensor::Shape S_shape_;
 
  Tensor::Strides S_strides_;
 
  DataType S_type_;
 
  Tensor::Shape V_shape_;
 
  Tensor::Strides V_strides_;
 
  DataType V_type_;
 
  bool some_{};
 
  bool compute_uv_{};
 
  int device_index_{0};
};
 
}  // namespace infini::ops
 
#endif