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 *
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 * 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.
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 *       to endorse or promote products derived from this software without specific prior written
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 *
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 * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
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 * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
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#include <cutlass/wmma_matrix.h>
#if defined(CUTLASS_USE_WMMA_API)

#include <cutlass_unit_test.h>
#include <cutlass/gemm/gemm.h>
#include <cutlass/gemm/wmma_gemm_traits.h>
#include <tools/test/unit/gemm/gemm_testbed.h>
#include <tools/test/unit/gemm/gemm.h>

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x16_nt) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 16);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x32_nt) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 32);
}

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

TEST(WmmaGemm_128x128x32, wmma_16x16x16_gemm_256x256x128_nt) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 128, 128> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_8x32x16_gemm_256x256x128_nt) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 32, 8> >

      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_32x8x16_gemm_256x256x128_nt) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 8, 32> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x16_nn) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 16);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x32_nn) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 32);
}

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

TEST(WmmaGemm_128x128x32, wmma_16x16x16_gemm_256x256x128_nn) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 128, 128> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_8x32x16_gemm_256x256x128_nn) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 32, 8> >

      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_32x8x16_gemm_256x256x128_nn) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kColumnMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 8, 32> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x16_tt) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 16);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x32_tt) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 32);
}

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

TEST(WmmaGemm_128x128x32, wmma_16x16x16_gemm_256x256x128_tt) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 128, 128> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_8x32x16_gemm_256x256x128_tt) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 32, 8> >

      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_32x8x16_gemm_256x256x128_tt) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kRowMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 8, 32> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x16_tn) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 16);
}

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

TEST(WmmaGemm_16x16x32, wmma_gemm_16x16x32_tn) {
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 16, 16> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(16, 16, 32);
}

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

TEST(WmmaGemm_128x128x32, wmma_16x16x16_gemm_256x256x128_tn) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 128, 128> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_8x32x16_gemm_256x256x128_tn) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 32, 8> >

      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

TEST(WmmaGemm_128x128x32, wmma_32x8x16_gemm_256x256x128_tn) { 
  typedef cutlass::gemm::WmmaGemmTraits<cutlass::MatrixLayout::kRowMajor,
                                        cutlass::MatrixLayout::kColumnMajor, 
                                        cutlass::Shape<32, 128, 128>,
                                        float,
                                        cutlass::gemm::LinearScaling<float>,
                                        float,
                                        cutlass::Shape<32, 64, 64>,
                                        cutlass::Shape<16, 8, 32> >
      WmmaGemmTraits;
  run_gemm<WmmaGemmTraits>(256, 256, 128);
}

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

#endif  // defined CUTLASS_USE_WMMA_API
