fragment_multiply_add.h

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#pragma once

#include <cutlass/fragment.h>

namespace cutlass {
namespace gemm {


template <typename Scalar_>
struct FragmentMultiplyAdd {
  typedef Shape<1, 1, 1, 1> InstructionShape;
  typedef Scalar_ ScalarA;
  typedef Scalar_ ScalarB;
  typedef Scalar_ ScalarC;

  CUTLASS_DEVICE FragmentMultiplyAdd() {}

  template <typename Fragment_>
  CUTLASS_DEVICE void multiply(Scalar_ a, Fragment_ const& b, Fragment_& d) {
    for (int j = 0; j < Fragment_::kElements; ++j) {
      d[j] = a * b[j];
    }
  }

  template <typename Fragment_>
  CUTLASS_DEVICE void multiply_add(Scalar_ a,
                                   Fragment_ const& b,
                                   Fragment_ const& c,
                                   Fragment_& d) {
    for (int j = 0; j < Fragment_::kElements; ++j) {
      d[j] = a * b[j] + c[j];
    }
  }
};


#if !defined(__CUDACC_RTC__) || defined(CUTLASS_NVRTC_HAS_FP16)
template <>
struct FragmentMultiplyAdd<half> {
  typedef Shape<1, 1, 1, 1> InstructionShape;
  typedef half ScalarA;
  typedef half ScalarB;
  typedef half ScalarC;

  CUTLASS_DEVICE FragmentMultiplyAdd() {}

  template <typename Fragment_>
  CUTLASS_DEVICE void multiply(half a, Fragment_ const& b, Fragment_& d) {
#if defined(__CUDACC__) && __CUDA_ARCH__ >= 530
    // The input.
    __half2 const* b_half2 = reinterpret_cast<__half2 const*>(&b[0]);
    // The output.
    __half2* d_half2 = reinterpret_cast<__half2*>(&d[0]);

    // Assemble a half2 from a.
    __half2 const a_half2 = __half2half2(a);

    for (int i = 0; i < Fragment_::kElements / 2; ++i) {
      d_half2[i] = __hmul2(a_half2, b_half2[i]);
    }
#endif
  }

  template <typename Fragment_>
  CUTLASS_DEVICE void multiply_add(half a, Fragment_ const& b, Fragment_ const& c, Fragment_& d) {
#if defined(__CUDACC__) && __CUDA_ARCH__ >= 530
    // The inputs.
    __half2 const* b_half2 = reinterpret_cast<__half2 const*>(&b[0]);
    __half2 const* c_half2 = reinterpret_cast<__half2 const*>(&c[0]);
    // The output.
    __half2* d_half2 = reinterpret_cast<__half2*>(&d[0]);

    // Assemble a half2 from a.
    __half2 const a_half2 = __half2half2(a);

    for (int i = 0; i < Fragment_::kElements / 2; ++i) {
      d_half2[i] = __hfma2(a_half2, b_half2[i], c_half2[i]);
    }
#endif
  }
};

#endif


}  // namespace gemm
}  // namespace cutlass