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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 Tests for device-wide GEMM interface */ #include #include "../../common/cutlass_unit_test.h" #include "cutlass/cutlass.h" #include "cutlass/gemm/device/gemm.h" #include "cutlass/util/host_tensor.h" #include "cutlass/util/reference/host/gemm.h" #include "cutlass/util/reference/host/tensor_compare.h" #include "cutlass/util/reference/host/tensor_copy.h" #include "cutlass/util/reference/host/tensor_fill.h" #include "cutlass/util/tensor_view_io.h" #include "testbed.h" #if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED) //////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 32x64x8_32x64x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 4 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 64x64x8_32x64x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<64, 64, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 3 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 128x128x8_32x64x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<128, 128, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 3 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 64x128x8_32x64x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<64, 128, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 3 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 128x64x8_64x32x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<128, 64, 8>, cutlass::gemm::GemmShape<64, 32, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 3 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 128x128x8_64x64x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<128, 128, 8>, cutlass::gemm::GemmShape<64, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 3 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } TEST(SM80_Device_Gemm_f32t_f32n_f32t_simt_f32, 128x256x8_64x64x1) { using Element = float; using Gemm = cutlass::gemm::device::Gemm< Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm80, cutlass::gemm::GemmShape<128, 256, 8>, cutlass::gemm::GemmShape<64, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1>, cutlass::epilogue::thread::LinearCombination< Element, 1, Element, Element>, cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>, 3 >; EXPECT_TRUE(test::gemm::device::TestAllGemm()); } ///////////////////////////////////////////////////////////////////////////////////////////////// #endif // #if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED) /////////////////////////////////////////////////////////////////////////////////////////////////