wmma_sm72.h

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#pragma once

#include <assert.h>
#include "cutlass/layout/matrix.h"

namespace cutlass {
namespace arch {

//
// WMMA template structure defines nvcuda::wmma::fragments and static assert for
// wmma native instruction sizes supported for int8_t
//
template <
typename Shape_, 
typename LayoutA_, 
typename LayoutB_,
typename LayoutC_>
struct Wmma<
  Shape_,                                   
  int8_t,                                   
  LayoutA_,                                 
  int8_t,                                   
  LayoutB_,                                 
  int32_t,                                  
  LayoutC_,                                 
  cutlass::arch::OpMultiplyAdd              
> {
#if defined(CUTLASS_ARCH_WMMA_SM72_ENABLED)
  using Shape = Shape_;
  using ElementA = int8_t;
  using LayoutA = LayoutA_;
  using ElementB = int8_t;
  using LayoutB = LayoutB_;
  using ElementC = int32_t;
  using LayoutC = LayoutC_;
  using Operator = cutlass::arch::OpMultiplyAdd;

  // check supported wmma shape for the given multiplicand data types
  static_assert(
    platform::is_same<cutlass::gemm::GemmShape<16, 16, 16>, Shape>::value ||
    platform::is_same<cutlass::gemm::GemmShape< 8, 32, 16>, Shape>::value ||
    platform::is_same<cutlass::gemm::GemmShape<32,  8, 16>, Shape>::value,
    "Supported list of wmma operator shape for s8 multiplicands are: 16x16x16, 8x328x16, and 32x8x16");


  // Wmma Fragment
  using FragmentA = nvcuda::wmma::fragment<
          nvcuda::wmma::matrix_a,
          Shape::kM,
          Shape::kN,
          Shape::kK,
          typename CutlassToWmmaDataType<ElementA>::Type,
          typename CutlassToWmmaLayout<LayoutA>::Layout>;

  using FragmentB = nvcuda::wmma::fragment<
          nvcuda::wmma::matrix_b,
          Shape::kM,
          Shape::kN,
          Shape::kK,
          typename CutlassToWmmaDataType<ElementB>::Type,
          typename CutlassToWmmaLayout<LayoutB>::Layout>;

  using FragmentC = nvcuda::wmma::fragment<
          nvcuda::wmma::accumulator,
          Shape::kM,
          Shape::kN,
          Shape::kK,
          typename CutlassToWmmaDataType<ElementC>::Type>;

  CUTLASS_DEVICE
  void operator()(
    FragmentC &D, 
    FragmentA const &A, 
    FragmentB const &B, 
    FragmentC const &C) const {

      nvcuda::wmma::mma_sync(D, A, B, C);
  }

#else
    static_assert(false, "wmma.mma.sync interger type multiplicands is avialable only for SM72 and beyond");
#endif

};

//
// WMMA template structure defines nvcuda::wmma::fragments and static assert for
// wmma native instruction sizes supported for uint8_t
//
template <
typename Shape_, 
typename LayoutA_, 
typename LayoutB_,
typename LayoutC_>
struct Wmma<
  Shape_,                                   
  uint8_t,                                  
  LayoutA_,                                 
  uint8_t,                                  
  LayoutB_,                                 
  int32_t,                                  
  LayoutC_,                                 
  cutlass::arch::OpMultiplyAdd              
> {
#if defined(CUTLASS_ARCH_WMMA_SM72_ENABLED)
  using Shape = Shape_;
  using ElementA = uint8_t;
  using LayoutA = LayoutA_;
  using ElementB = uint8_t;
  using LayoutB = LayoutB_;
  using ElementC = int32_t;
  using LayoutC = LayoutC_;
  using Operator = cutlass::arch::OpMultiplyAdd;

  // check supported wmma shape for the given multiplicand data types
  static_assert(
    platform::is_same<cutlass::gemm::GemmShape<16, 16, 16>, Shape>::value ||
    platform::is_same<cutlass::gemm::GemmShape< 8, 32, 16>, Shape>::value ||
    platform::is_same<cutlass::gemm::GemmShape<32,  8, 16>, Shape>::value,
    "Supported list of wmma operator shape for u8 multiplicands are: 16x16x16, 8x328x16, and 32x8x16");

  // Wmma Fragment
  using FragmentA = nvcuda::wmma::fragment<
          nvcuda::wmma::matrix_a,
          Shape::kM,
          Shape::kN,
          Shape::kK,
          typename CutlassToWmmaDataType<ElementA>::Type,
          typename CutlassToWmmaLayout<LayoutA>::Layout>;

  using FragmentB = nvcuda::wmma::fragment<
          nvcuda::wmma::matrix_b,
          Shape::kM,
          Shape::kN,
          Shape::kK,
          typename CutlassToWmmaDataType<ElementB>::Type,
          typename CutlassToWmmaLayout<LayoutB>::Layout>;

  using FragmentC = nvcuda::wmma::fragment<
          nvcuda::wmma::accumulator,
          Shape::kM,
          Shape::kN,
          Shape::kK,
          typename CutlassToWmmaDataType<ElementC>::Type>;
  
  CUTLASS_DEVICE
  void operator()(
    FragmentC &D, 
    FragmentA const &A, 
    FragmentB const &B, 
    FragmentC const &C) const {

      nvcuda::wmma::mma_sync(D, A, B, C);
  }
  
#else
    static_assert(false, "wmma.mma.sync interger type multiplicands is avialable only for SM72 and beyond");
#endif

};

} // namespace arch
} // namespace cutlass