cutlass/test/unit/gemm/warp/gemm_sm50.cu

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/*! \file
    \brief Unit tests for thread-level GEMM
*/

#include "../../common/cutlass_unit_test.h"

#include "cutlass/complex.h"
#include "cutlass/gemm/gemm.h"
#include "cutlass/gemm/warp/mma_simt.h"

#include "testbed.h"

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

TEST(SM50_warp_gemm_f32_col_row_col, 32x16x1_4x4x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<4, 4, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<32, 16, 8>,
    float,
    cutlass::layout::ColumnMajor,
    float,
    cutlass::layout::RowMajor,
    float,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8> >().run();
}

TEST(SM50_warp_gemm_f32_col_row_row, 16x32x1_4x4x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<4, 8>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<4, 4, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<16, 32, 8>,
    float,
    cutlass::layout::ColumnMajor,
    float,
    cutlass::layout::RowMajor,
    float,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8> >().run();
}

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

TEST(SM50_warp_gemm_f32_col_row_col, 32x16x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<32, 16, 8>,
    float,
    cutlass::layout::ColumnMajor,
    float,
    cutlass::layout::RowMajor,
    float,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_f32_col_row_row, 32x16x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<32, 16, 8>,
    float,
    cutlass::layout::ColumnMajor,
    float,
    cutlass::layout::RowMajor,
    float,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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

TEST(SM50_warp_gemm_f32_col_row_col, 32x64x1_4x4x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<4, 4, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 32, 8>,
    float,
    cutlass::layout::ColumnMajor,
    float,
    cutlass::layout::RowMajor,
    float,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_f32_col_row_row, 32x64x1_4x4x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<4, 8>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<4, 4, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<32, 64, 8>,
    float,
    cutlass::layout::ColumnMajor,
    float,
    cutlass::layout::RowMajor,
    float,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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

TEST(SM50_warp_gemm_complex_f32_col_row_col, 64x32x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using complex_f32_t = cutlass::complex<float>;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 32, 8>,
    complex_f32_t,
    cutlass::layout::ColumnMajor,
    complex_f32_t,
    cutlass::layout::RowMajor,
    complex_f32_t,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_complex_f32_col_row_row, 64x32x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using complex_f32_t = cutlass::complex<float>;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 32, 8>,
    complex_f32_t,
    cutlass::layout::ColumnMajor,
    complex_f32_t,
    cutlass::layout::RowMajor,
    complex_f32_t,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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

TEST(SM50_warp_gemm_f64_col_row_col, 8x4x1_1x1x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<1, 1, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<8, 4, 8>,
    double,
    cutlass::layout::ColumnMajor,
    double,
    cutlass::layout::RowMajor,
    double,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_f64_col_row_row, 8x4x1_1x1x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<1, 1, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<8, 4, 8>,
    double,
    cutlass::layout::ColumnMajor,
    double,
    cutlass::layout::RowMajor,
    double,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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

TEST(SM50_warp_gemm_f64_col_row_col, 32x16x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<32, 16, 8>,
    double,
    cutlass::layout::ColumnMajor,
    double,
    cutlass::layout::RowMajor,
    double,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_f64_col_row_row, 32x16x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<32, 16, 8>,
    double,
    cutlass::layout::ColumnMajor,
    double,
    cutlass::layout::RowMajor,
    double,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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

TEST(SM50_warp_gemm_f64_col_row_col, 64x32x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 32, 8>,
    double,
    cutlass::layout::ColumnMajor,
    double,
    cutlass::layout::RowMajor,
    double,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_f64_col_row_row, 64x32x1_2x2x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<2, 2, 1>
  >;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 32, 8>,
    double,
    cutlass::layout::ColumnMajor,
    double,
    cutlass::layout::RowMajor,
    double,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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

TEST(SM50_warp_gemm_complex_f64_col_row_col, 32x16x1_1x1x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::ColumnMajorInterleaved<2>,
    cutlass::gemm::GemmShape<1, 1, 1>
  >;

  using complex_f64_t = cutlass::complex<double>;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 16, 8>,
    complex_f64_t,
    cutlass::layout::ColumnMajor,
    complex_f64_t,
    cutlass::layout::RowMajor,
    complex_f64_t,
    cutlass::layout::ColumnMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

TEST(SM50_warp_gemm_complex_f64_col_row_row, 32x16x1_1x1x1) {

  using Policy = cutlass::gemm::warp::MmaSimtPolicy<
    cutlass::MatrixShape<8, 4>,
    cutlass::layout::RowMajorInterleaved<2>,
    cutlass::gemm::GemmShape<1, 1, 1>
  >;

  using complex_f64_t = cutlass::complex<double>;

  using Mma = cutlass::gemm::warp::MmaSimt<
    cutlass::gemm::GemmShape<64, 16, 8>,
    complex_f64_t,
    cutlass::layout::ColumnMajor,
    complex_f64_t,
    cutlass::layout::RowMajor,
    complex_f64_t,
    cutlass::layout::RowMajor,
    Policy
  >;

  test::gemm::warp::Testbed<Mma, cutlass::gemm::GemmShape<128, 128, 8>>().run();
}

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