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 * provided that the following conditions are met:
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#include "cutlass_unit_test.h"
#include "cutlass/gemm/gemm.h"
#include "cutlass/gemm/sgemm_traits.h"
#include "tools/test/unit/gemm/gemm_testbed.h"
#include "tools/test/unit/gemm/run_gemm.h"

 ////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_1024x512x8_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
    cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
    SgemmTraits;
  run_gemm<SgemmTraits>(1024, 512, 8);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x81x1_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 81, 1);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x8_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 8);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x9_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 9);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x73x16_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 73, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_97x112x64_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(97, 112, 64);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x112x16_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 112, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x240x16_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 240, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x240x16_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 240, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x1_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 1);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_79x112x8_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(79, 112, 8);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x81x9_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 81, 9);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x16_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x73x64_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 73, 64);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x112x16_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 112, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x256x16_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 256, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x256x16_nn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 256, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x128x1_tn) {
    typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
    cutlass::MatrixLayout::kColumnMajor, cutlass::Shape<8, 128, 128> > SgemmTraits;
    run_gemm<SgemmTraits>(128, 128, 1);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_127x112x8_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(127, 112, 8);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_21x112x9_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(21, 112, 9);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x73x16_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 73, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x81x64_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 81, 64);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x112x16_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 112, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_47x256x16_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(47, 256, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_211x256x16_tn) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(211, 256, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x128x1_tt) {
    typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
    cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> > SgemmTraits;
    run_gemm<SgemmTraits>(128, 128, 1);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_109x112x8_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(109, 112, 8);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x9_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 9);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x16_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_123x112x64_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(123, 112, 64);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x112x16_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 112, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x256x16_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 256, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_256x256x16_tt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(256, 256, 16);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_120x112x64_ldg4_nt) {
  // Load 4 floats per LDG for A/B.
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 128, 128>,
                                     cutlass::gemm::LinearScaling<float>,
                                     cutlass::Shape<8, 8, 8>,
                                     4, 4>
      SgemmTraits;
  run_gemm<SgemmTraits>(120, 112, 64);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x128x16_alpha2_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 128, 16, 2.f, 0.f);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x16_beta1_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 16, 1.f, 1.f);
}

////////////////////////////////////////////////////////////////////////////////////////////////////

TEST(Sgemm_128x128x8, sgemm_128x112x16_alpha2_beta1_nt) {
  typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 128, 128> >
      SgemmTraits;
  run_gemm<SgemmTraits>(128, 112, 16, 2.f, 1.f);
}

////////////////////////////////////////////////////////////////////////////////////////////////////