Home / Class/ int_num_vecs Class — pytorch Architecture

int_num_vecs Class — pytorch Architecture

Architecture documentation for the int_num_vecs class in vec256_zarch.h from the pytorch codebase.

Entity Profile

Source Code

aten/src/ATen/cpu/vec/vec256/zarch/vec256_zarch.h lines 1858–1872

  template <
      typename U = T,
      std::enable_if_t<Vectorized<U>::int_num_vecs() == 1, int> = 0>
  static Vectorized<T> requantize_from_int(
      const int_vec_return_type& inp,
      float multiplier,
      int32_t zero_point) {
    Vectorized<T> vi = inp[0];
    auto vecf = zvec_convert_to_float(vi.vec());
    vecf = vecf * Vectorized<float>(multiplier);
    vecf = vecf.rint();
    auto veci = zvec_convert_to_int(vecf) + Vectorized<int>(zero_point);

    return Vectorized<T>{veci};
  }

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