
CUTLASS 1.3 Release - Efficient GEMM kernel targeting Volta Tensor Cores via mma.sync instruction added in CUDA 10.1.
1362 lines
54 KiB
Plaintext
1362 lines
54 KiB
Plaintext
/***************************************************************************************************
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* Copyright (c) 2017-2019, NVIDIA CORPORATION. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without modification, are permitted
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* provided that the following conditions are met:
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* * Redistributions of source code must retain the above copyright notice, this list of
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* conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above copyright notice, this list of
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* conditions and the following disclaimer in the documentation and/or other materials
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* provided with the distribution.
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* * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used
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* to endorse or promote products derived from this software without specific prior written
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* permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
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* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
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* FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
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* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
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* OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
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* STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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**************************************************************************************************/
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#include "cutlass/gemm/gemm.h"
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#include "cutlass/gemm/sgemm_traits.h"
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#include "cutlass/reduction/batched_reduction_traits.h"
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#include "cutlass/gemm/device_gemm_traits.h"
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#include "tools/test/perf/cutlass_perf_test.h"
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#include "tools/test/perf/gemm/gemm_perf_testbed.h"
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#include "tools/test/perf/gemm/gemm_profiler.h"
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#include "tools/test/perf/gemm/cutlass_dispatch.h"
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#include "tools/test/perf/gemm/cutlass_dispatch_splitK_PI.h"
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#pragma warning( disable : 4503)
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namespace perf {
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////////////////////////////////////////////////////////////////////////////////////////////////////
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/// Profile simple gemm kernels
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template <typename OutputTile>
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int profile_simple_sgemm_kernel(
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TestbenchOutput<GemmProblem> &output,
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TestbenchOptions const &options,
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Config const &config,
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std::string const &name,
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std::string const &algo) {
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typedef perf::GemmProfiler<float, float, float, float, float> SGemmProfiler;
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int results = 0;
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{
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typedef cutlass::gemm::SgemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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OutputTile
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> GemmTraits;
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typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_nt", options, config, algo);
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}
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{
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typedef cutlass::gemm::SgemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kColumnMajor,
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OutputTile
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> GemmTraits;
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typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_nn", options, config, algo);
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}
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{
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typedef cutlass::gemm::SgemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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OutputTile
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> GemmTraits;
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typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_tn", options, config, algo);
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}
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{
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typedef cutlass::gemm::SgemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kRowMajor,
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OutputTile
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> GemmTraits;
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typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_tt", options, config, algo);
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}
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return results;
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}
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/// Profile swizzle-raster gemm kernels
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template <typename OutputTile>
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int profile_swizzle_sgemm_kernel(
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TestbenchOutput<GemmProblem> &output,
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TestbenchOptions const &options,
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Config const &config,
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std::string const &name,
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std::string const &algo) {
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typedef perf::GemmProfiler<float, float, float, float, float> SGemmProfiler;
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int results = 0;
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_one_nt", options, config, algo + "_row_1_one");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_B_nt", options, config, algo + "_row_1_B");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_one_nt", options, config, algo + "_row_2_one");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_B_nt", options, config, algo + "_row_2_B");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_one_nt", options, config, algo + "_col_1_one");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_B_nt", options, config, algo + "_col_1_B");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_one_nt", options, config, algo + "_col_2_one");
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}
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
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1/*kScalarsPerLdgB*/>
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thisGemmConfig;
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typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
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GemmTileTraitsHelperA;
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typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
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GemmTileTraitsHelperB;
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typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
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Helper;
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typedef cutlass::gemm::LinearScaling<float>
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EpilogueFunctor;
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typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
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GemmEpilogueTraits;
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typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
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ClearAccumulators;
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typedef cutlass::gemm::GemmTraits<
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thisGemmConfig,
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typename Helper::GlobalLoadStreamA,
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typename Helper::GlobalLoadStreamB,
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typename Helper::SharedLoadStreamA,
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typename Helper::SharedLoadStreamB,
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typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
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index,
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ClearAccumulators
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>
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SgemmTraits;
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typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
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results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_B_nt", options, config, algo + "_col_2_B");
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}
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|
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{
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typedef int index;
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typedef cutlass::gemm::SgemmConfig<OutputTile,
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cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
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1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_one_nn", options, config, algo + "_row_1_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_B_nn", options, config, algo + "_row_1_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_one_nn", options, config, algo + "_row_2_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_B_nn", options, config, algo + "_row_2_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_one_nn", options, config, algo + "_col_1_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_B_nn", options, config, algo + "_col_1_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_one_nn", options, config, algo + "_col_2_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_B_nn", options, config, algo + "_col_2_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_one_tt", options, config, algo + "_row_1_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_B_tt", options, config, algo + "_row_1_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_one_tt", options, config, algo + "_row_2_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_B_tt", options, config, algo + "_row_2_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_one_tt", options, config, algo + "_col_1_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_B_tt", options, config, algo + "_col_1_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_one_tt", options, config, algo + "_col_2_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_B_tt", options, config, algo + "_col_2_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_one_tn", options, config, algo + "_row_1_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_1_B_tn", options, config, algo + "_row_1_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_one_tn", options, config, algo + "_row_2_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_row_2_B_tn", options, config, algo + "_row_2_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_one_tn", options, config, algo + "_col_1_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_1_B_tn", options, config, algo + "_col_1_B");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_one_tn", options, config, algo + "_col_2_one");
|
|
}
|
|
|
|
{
|
|
typedef int index;
|
|
typedef cutlass::gemm::SgemmConfig<OutputTile,
|
|
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
|
|
1/*kScalarsPerLdgA*/,
|
|
1/*kScalarsPerLdgB*/>
|
|
thisGemmConfig;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperA;
|
|
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
|
|
GemmTileTraitsHelperB;
|
|
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
|
|
Helper;
|
|
typedef cutlass::gemm::LinearScaling<float>
|
|
EpilogueFunctor;
|
|
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
|
|
GemmEpilogueTraits;
|
|
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
|
|
ClearAccumulators;
|
|
|
|
typedef cutlass::gemm::GemmTraits<
|
|
thisGemmConfig,
|
|
typename Helper::GlobalLoadStreamA,
|
|
typename Helper::GlobalLoadStreamB,
|
|
typename Helper::SharedLoadStreamA,
|
|
typename Helper::SharedLoadStreamB,
|
|
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
|
|
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
|
|
index,
|
|
ClearAccumulators
|
|
>
|
|
SgemmTraits;
|
|
|
|
typedef typename CutlassDispatchBasic<SgemmTraits>::Dispatch Dispatch;
|
|
|
|
results |= profile_gemm<Dispatch, SGemmProfiler>(output, name + "_col_2_B_tn", options, config, algo + "_col_2_B");
|
|
}
|
|
|
|
return results;
|
|
}
|
|
|
|
/// Profiles all SGEMM tile sizes
|
|
int profile_sgemm(TestbenchOutput<GemmProblem> &output, TestbenchOptions const &options, Config const &config) {
|
|
int results = 0;
|
|
|
|
results |= profile_simple_sgemm_kernel<cutlass::Shape<8, 128, 128> >(output, options, config, "sgemm", "128x128");
|
|
|
|
#ifdef EXHAUSTIVE_PROF
|
|
results |= profile_swizzle_sgemm_kernel<cutlass::Shape<8, 128, 128> >(output, options, config, "sgemm", "128x128");
|
|
#endif // defined EXHAUSTIVE_PROF
|
|
|
|
return results;
|
|
}
|
|
|
|
struct SgemmRegistrar {
|
|
SgemmRegistrar() { RegisterGemmProfileFunc(profile_sgemm); }
|
|
};
|
|
|
|
volatile SgemmRegistrar _SgemmRegistrar;
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
} // namespace perf
|