wmma_gemm_multiply_add.h

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#pragma once

#include <cutlass/wmma_matrix.h>
#ifdef CUTLASS_USE_WMMA_API
#include <cutlass/fragment.h>

namespace cutlass {
namespace gemm {


template <MatrixLayout::Kind kLayoutA_,
          typename ScalarA_,
          MatrixLayout::Kind kLayoutB_,
          typename ScalarB_,
          MatrixLayout::Kind kLayoutC_,
          typename ScalarC_,
          typename AccumulatorsPerWarp_,
          typename InstructionShape_>
struct WmmaGemmMultiplyAdd {
  typedef InstructionShape_ InstructionShape;
  typedef Shape<1, InstructionShape_::kH, InstructionShape_::kW> ThreadsPerWarp;
  typedef AccumulatorsPerWarp_ AccumulatorsPerWarp;
  typedef ScalarA_ ScalarA;
  typedef ScalarB_ ScalarB;
  typedef ScalarC_ ScalarC;
  typedef typename ShapeDiv<AccumulatorsPerWarp, InstructionShape>::Shape Iterations;

  typedef WmmaMatrix<GemmOperand::kA, kLayoutA_, ScalarA, InstructionShape> ElementA;
  typedef Fragment<ElementA, Iterations::kW> FragmentA;

  typedef WmmaMatrix<GemmOperand::kB, kLayoutB_, ScalarB, InstructionShape> ElementB;
  typedef Fragment<ElementB, Iterations::kH> FragmentB;

  typedef WmmaMatrix<GemmOperand::kC, kLayoutC_, ScalarC, InstructionShape> ElementC;
  typedef Fragment<ElementC, Iterations::kH * Iterations::kW> Accumulators;

  CUTLASS_DEVICE WmmaGemmMultiplyAdd() {}

  CUTLASS_DEVICE void multiply_add(FragmentA const& a,
                                   FragmentB const& b,
                                   Accumulators const& c,
                                   Accumulators& d) {
    for (int j = 0; j < Iterations::kH; ++j) {
      for (int i = 0; i < Iterations::kW; ++i) {
        // The input elements.
        ElementA const& elt_a = a[i];
        ElementB const& elt_b = b[j];
        ElementC const& elt_c = c[j * Iterations::kW + i];

        // The output element.
        ElementC& elt_d = d[j * Iterations::kW + i];

        // The wmma instruction.
        nvcuda::wmma::mma_sync(elt_d, elt_a, elt_b, elt_c);
      }
    }
  }
};


}  // namespace gemm
}  // namespace cutlass

#endif  // defined CUTLASS_USE_WMMA_API