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 * Copyright (c) 2017-2019, NVIDIA CORPORATION.  All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without modification, are permitted
 * provided that the following conditions are met:
 *     * Redistributions of source code must retain the above copyright notice, this list of
 *       conditions and the following disclaimer.
 *     * Redistributions in binary form must reproduce the above copyright notice, this list of
 *       conditions and the following disclaimer in the documentation and/or other materials
 *       provided with the distribution.
 *     * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used
 *       to endorse or promote products derived from this software without specific prior written
 *       permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
 * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
 * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE
 * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
 * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
 * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
 * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
 * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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 **************************************************************************************************/
#include <cublas_v2.h>
#include <cstring>
#include "cutlass_unit_test.h"
#include "cutlass/gemm/gemm.h"
#include "cutlass/gemm/dgemm_traits.h"
#include "tools/test/unit/gemm/gemm_testbed.h"
#include "tools/test/unit/gemm/run_gemm.h"

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

TEST(Dgemm_64x32x8, dgemm_64x32x8_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 8);
}


TEST(Dgemm_64x32x8, dgemm_256x128x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x8, dgemm_64x64x8_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 8);
}

TEST(Dgemm_64x64x8, dgemm_256x128x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x8, dgemm_128x32x8_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 8);
}

TEST(Dgemm_128x32x8, dgemm_256x64x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

TEST(Dgemm_128x128x8, dgemm_128x128x8_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 128, 8);
}

TEST(Dgemm_128x128x8, dgemm_512x256x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(512, 256, 64);
}

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

//Sliced-K configuration

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

TEST(Dgemm_64x32x16, dgemm_64x32x16_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 16);
}

TEST(Dgemm_64x32x16, dgemm_256x128x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x16, dgemm_64x64x16_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 16);
}

TEST(Dgemm_64x64x16, dgemm_256x128x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x16, dgemm_128x32x8_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 16);
}

TEST(Dgemm_128x32x16, dgemm_256x64x64_nt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

//
// DGEMM Column-Column
//

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

TEST(Dgemm_64x32x8, dgemm_64x32x8_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 8);
}

TEST(Dgemm_64x32x8, dgemm_256x128x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x8, dgemm_64x64x8_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 8);
}

TEST(Dgemm_64x64x8, dgemm_256x128x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x8, dgemm_128x32x8_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 8);
}

TEST(Dgemm_128x32x8, dgemm_256x64x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

TEST(Dgemm_128x128x8, dgemm_128x128x8_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 128, 8);
}

TEST(Dgemm_128x128x8, dgemm_512x256x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(512, 256, 64);
}

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

// Sliced-K configuration

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

TEST(Dgemm_64x32x16, dgemm_64x32x16_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 16);
}

TEST(Dgemm_64x32x16, dgemm_256x128x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x16, dgemm_64x64x16_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 16);
}

TEST(Dgemm_64x64x16, dgemm_256x128x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x16, dgemm_128x32x16_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 16);
}

TEST(Dgemm_128x32x16, dgemm_256x64x64_nn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

//
// DGEMM Row-Column
//

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

TEST(Dgemm_64x32x8, dgemm_64x32x8_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 8);
}

TEST(Dgemm_64x32x8, dgemm_256x128x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x8, dgemm_64x64x8_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 8);
}

TEST(Dgemm_64x64x8, dgemm_256x128x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x8, dgemm_128x32x8_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 8);
}

TEST(Dgemm_128x32x8, dgemm_256x64x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

TEST(Dgemm_128x128x8, dgemm_128x128x8_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 128, 8);
}

TEST(Dgemm_128x128x8, dgemm_512x256x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(512, 256, 64);
}

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

// Sliced-K configuration

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

TEST(Dgemm_64x32x16, dgemm_64x32x16_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 16);
}

TEST(Dgemm_64x32x16, dgemm_256x128x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x16, dgemm_64x64x16_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 16);
}

TEST(Dgemm_64x64x16, dgemm_256x128x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x16, dgemm_128x32x8_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 16);
}

TEST(Dgemm_128x32x16, dgemm_256x64x64_tn) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kColumnMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

//
// DGEMM Row-Row
//

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

TEST(Dgemm_64x32x8, dgemm_64x32x8_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 8);
}

TEST(Dgemm_64x32x8, dgemm_256x128x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x8, dgemm_64x64x8_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 8);
}

TEST(Dgemm_64x64x8, dgemm_256x128x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x8, dgemm_128x32x8_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 8);
}

TEST(Dgemm_128x32x8, dgemm_256x64x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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

TEST(Dgemm_128x128x8, dgemm_128x128x8_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 128, 8);
}

TEST(Dgemm_128x128x8, dgemm_512x256x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<8, 128, 128> > GemmTraits;
  run_gemm<GemmTraits>(512, 256, 64);
}

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

// Sliced-K configuration

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

TEST(Dgemm_64x32x16, dgemm_64x32x16_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 32, 16);
}

TEST(Dgemm_64x32x16, dgemm_256x128x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_64x64x16, dgemm_64x64x16_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(64, 64, 16);
}

TEST(Dgemm_64x64x16, dgemm_256x128x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 64, 64> > GemmTraits;
  run_gemm<GemmTraits>(256, 128, 64);
}

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

TEST(Dgemm_128x32x16, dgemm_128x32x8_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(128, 32, 16);
}

TEST(Dgemm_128x32x16, dgemm_256x64x64_tt) {

  typedef cutlass::gemm::DgemmTraits<cutlass::MatrixLayout::kRowMajor,
                                     cutlass::MatrixLayout::kRowMajor,
                                     cutlass::Shape<16, 32, 128> > GemmTraits;
  run_gemm<GemmTraits>(256, 64, 64);
}

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