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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/igemm_traits.h"
#include "tools/test/unit/gemm/gemm_testbed.h"
#include "tools/test/unit/gemm/run_gemm.h"

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

TEST(Igemm_128x128x32_float, igemm_128x128x4_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 4);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x32_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 32);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x36_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 36);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x64_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x256_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 256);
}

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

TEST(Igemm_128x128x32_float, igemm_256x128x64_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x256x64_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 256, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_256x256x64_nt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 256, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x4_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 4);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x32_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 32);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x36_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 36);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x64_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x256_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 256);
}

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

TEST(Igemm_128x128x32_float, igemm_256x128x64_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x256x64_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 256, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_256x256x64_nn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 256, 64);
}

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

// NB: I have removed tests in which k=1. These result in the test environment definining matrices
//     in which ld{a,b} = 1 which cannot be launched by cuBLAS.
//
// This problem size remains untested. --akerr
//

TEST(Igemm_128x128x32_float, igemm_128x128x4_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 4);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x32_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 32);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x36_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 36);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x64_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x256_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 256);
}

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

TEST(Igemm_128x128x32_float, igemm_256x128x64_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x256x64_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 256, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_256x256x64_tn) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 256, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x4_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<32, 128, 128> , float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 4);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x32_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 32);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x36_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 36);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x64_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x128x256_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 128, 256);
}

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

TEST(Igemm_128x128x32_float, igemm_256x128x64_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(256, 128, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_128x256x64_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;
  run_gemm<IgemmTraits>(128, 256, 64);
}

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

TEST(Igemm_128x128x32_float, igemm_256x256x64_tt) {
  typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<32, 128, 128>, float>
      IgemmTraits;

  run_gemm<IgemmTraits>(256, 256, 64);
}

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