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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. * **************************************************************************************************/ /*! \file \brief Unit tests for thread-level GEMM */ #include "../../common/cutlass_unit_test.h" #include "cutlass/gemm/gemm.h" #include "cutlass/gemm/warp/mma_simt.h" #include "testbed.h" ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM61_warp_gemm_int8_col_row, col_row_8x4x8_1x1x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<1, 1, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<8, 4, 8>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } TEST(SM61_warp_gemm_int8_col_row, col_row_8x4x4_1x1x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<1, 1, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<8, 4, 8>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } TEST(SM61_warp_gemm_int8_col_row, col_row_16x4x4_2x1x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<2, 1, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<16, 4, 4>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } TEST(SM61_warp_gemm_int8_col_row, col_row_16x4x4_2x2x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<2, 2, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<16, 8, 4>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } TEST(SM61_warp_gemm_int8_col_row, col_row_32x16x4_4x4x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<4, 4, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<32, 16, 16>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } TEST(SM61_warp_gemm_int8_col_row, col_row_128x64x4_16x16x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<16, 16, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<128, 64, 4>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } TEST(SM61_warp_gemm_int8_col_row, col_row_64x64x4_4x4x4) { using Policy = cutlass::gemm::warp::MmaSimtPolicy< cutlass::MatrixShape<8, 4>, cutlass::layout::ColumnMajorInterleaved<2>, cutlass::gemm::GemmShape<4, 4, 4> >; using Mma = cutlass::gemm::warp::MmaSimt< cutlass::gemm::GemmShape<64, 64, 8>, int8_t, cutlass::layout::ColumnMajorInterleaved<4>, int8_t, cutlass::layout::RowMajorInterleaved<4>, int, cutlass::layout::ColumnMajor, Policy >; test::gemm::warp::Testbed >().run(); } /////////////////////////////////////////////////////////////////////////////////////////////////