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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. * **************************************************************************************************/ //////////////////////////////////////////////////////////////////////////////////////////////////// #include "tools/test/perf/gemm/cutlass_volta884_dispatch.h" #ifdef EXHAUSTIVE_PROF //////////////////////////////////////////////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////////////////////////////////////////////// namespace perf { template int profile_volta884_gemm_cta_rasterization_tt_kernel( TestbenchOutput &output, TestbenchOptions const &options, Config const &config, std::string const &name, std::string const &algo) { int results = 0; // compute capability check if (!options.compute_capability(7, 0)) { return 0; } typedef typename cutlass::TypeTraits::device_type AccumDevType; #if CUTLASS_ENABLE_TENSOR_CORE_MMA typedef perf::GemmProfiler< cutlass::half_t, cutlass::half_t, AccumHostType, AccumHostType, AccumHostType> GemmProfiler; { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_row_1_one_tt", options, config, algo + "_row_1_one"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_row_1_B_tt", options, config, algo + "_row_1_B"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_row_2_one_tt", options, config, algo + "_row_2_one"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_row_2_B_tt", options, config, algo + "_row_2_B"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_col_1_one_tt", options, config, algo + "_col_1_one"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_col_1_B_tt", options, config, algo + "_col_1_B"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_col_2_one_tt", options, config, algo + "_col_2_one"); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2, cutlass::gemm::LinearScaling, typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>, true > GemmTraits; typedef Volta884GemmDispatch Dispatch; results |= profile_gemm(output, name + "_col_2_B_tt", options, config, algo + "_col_2_B"); } #endif // if defined(CUTLASS_ENABLE_TENSOR_CORE_MMA) return results; } //////////////////////////////////////////////////////////////////////////////////////////////////// int profile_volta884_gemm_cta_rasterization_tt(TestbenchOutput &output, TestbenchOptions const &options, Config const &config) { int results = 0; results |= profile_volta884_gemm_cta_rasterization_tt_kernel, float >(output, options, config, "s884gemm", "128x128"); results |= profile_volta884_gemm_cta_rasterization_tt_kernel, float >(output, options, config, "s884gemm_256x128", "256x128"); results |= profile_volta884_gemm_cta_rasterization_tt_kernel, float >(output, options, config, "s884gemm_128x64", "128x64"); results |= profile_volta884_gemm_cta_rasterization_tt_kernel, float >(output, options, config, "s884gemm_64x64", "64x64"); return results; } struct Volta884GemmCTARasterizationTTRegistrar { Volta884GemmCTARasterizationTTRegistrar() { RegisterGemmProfileFunc(profile_volta884_gemm_cta_rasterization_tt); } }; volatile Volta884GemmCTARasterizationTTRegistrar _Volta884CTARasterizationTTGemmRegistrar; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace perf #endif // if defined(EXHAUSTIVE_PROF) ////////////////////////////////////////////////////////////////////////////////////////////////////