/*************************************************************************************************** * Copyright (c) 2017-2019, NVIDIA CORPORATION. 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_splitK_PI.h" #include "cutlass/reduction/batched_reduction_traits.h" #include "cutlass/gemm/device_gemm_traits.h" //////////////////////////////////////////////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////////////////////////////////////////////// namespace perf { //////////////////////////////////////////////////////////////////////////////////////////////////// template int profile_volta884_gemm_splitkpi_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, cutlass::half_t, AccumHostType, AccumHostType> GemmProfiler; { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kColumnMajor, cutlass::MatrixLayout::kColumnMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2 > GemmTraits; /*batched reduction traits*/ typedef cutlass::reduction::BatchedReductionTraits, cutlass::Shape<1, 1, 64>, threadReductionShape > BatchedReductionTraits; // create a device gemm typedef typename cutlass::gemm::SplitkPIGemmTraits deviceGemmTraits; typedef Volta884GemmDispatchSplitKPI Dispatch; results |= profile_gemm(output, name + "_nn", options, config, algo); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kColumnMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2 > GemmTraits; /*batched reduction traits*/ typedef cutlass::reduction::BatchedReductionTraits, cutlass::Shape<1, 1, 64>, threadReductionShape > BatchedReductionTraits; // create a device gemm typedef typename cutlass::gemm::SplitkPIGemmTraits deviceGemmTraits; typedef Volta884GemmDispatchSplitKPI Dispatch; results |= profile_gemm(output, name + "_nt", options, config, algo); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kColumnMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2 > GemmTraits; /*batched reduction traits*/ typedef cutlass::reduction::BatchedReductionTraits, cutlass::Shape<1, 1, 64>, threadReductionShape > BatchedReductionTraits; // create a device gemm typedef typename cutlass::gemm::SplitkPIGemmTraits deviceGemmTraits; typedef Volta884GemmDispatchSplitKPI Dispatch; results |= profile_gemm(output, name + "_tn", options, config, algo); } { typedef cutlass::gemm::Volta884GemmTraits< cutlass::MatrixLayout::kRowMajor, cutlass::MatrixLayout::kRowMajor, OutputTile, cutlass::Shape<32, 64, 64>, AccumDevType, AccumDevType, AccumDevType, 2 > GemmTraits; /*batched reduction traits*/ typedef cutlass::reduction::BatchedReductionTraits, cutlass::Shape<1, 1, 64>, threadReductionShape > BatchedReductionTraits; // create a device gemm typedef typename cutlass::gemm::SplitkPIGemmTraits deviceGemmTraits; typedef Volta884GemmDispatchSplitKPI Dispatch; results |= profile_gemm(output, name + "_tt", options, config, algo); } #endif // if defined(CUTLASS_ENABLE_TENSOR_CORE_MMA) return results; } //////////////////////////////////////////////////////////////////////////////////////////////////// int profile_volta884_gemm_splitkpi(TestbenchOutput &output, TestbenchOptions const &options, Config const &config) { int results = 0; //results |= profile_volta884_gemm_kernel, float >(output, options, config, "s884gemm", "128x128"); // half accum results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 5 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits5", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 8 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits8", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 10 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits10", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 16 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits16", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 20 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits20", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 24 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits24", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 28 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits28", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 32 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits32", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 40 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits40", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 48 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits48", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 56 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits56", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 64 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits64", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 72 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits72", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 2>, 80 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits80", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 88 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits88", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 96 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits96", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 104 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits104", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 112 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits112", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 120 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits120", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 128 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits128", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 136 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits136", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 144 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits144", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 152 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits152", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, cutlass::half_t, cutlass::Shape<1, 1, 1>, 160 >(output, options, config, "h884gemm_128x128x32_splitk_pi_splits160", "128x128"); // float accum results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 5 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits5", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 8 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits8", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 10 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits10", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 16 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits16", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 20 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits20", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 24 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits24", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 28 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits28", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 32 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits32", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 40 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits40", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 48 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits48", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 56 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits56", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 64 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits64", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 72 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits72", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 80 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits80", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 88 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits88", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 96 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits96", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 104 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits104", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 112 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits112", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 120 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits120", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 128 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits128", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 136 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits136", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 144 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits144", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 152 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits152", "128x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 160 >(output, options, config, "s884gemm_128x128x32_splitk_pi_splits160", "128x128"); #ifdef EXHAUSTIVE_PROF // float accum 128x64 results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 5 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits5", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 8 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits8", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 10 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits10", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 16 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits16", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 20 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits20", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 24 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits24", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 28 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits28", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 32 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits32", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 40 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits40", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 48 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits48", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 56 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits56", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 64 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits64", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 72 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits72", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 80 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits80", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 88 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits88", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 96 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits96", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 104 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits104", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 112 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits112", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 120 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits120", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 128 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits128", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 136 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits136", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 144 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits144", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 152 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits152", "128x64"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 160 >(output, options, config, "s884gemm_128x64x32_splitk_pi_splits160", "128x64"); // float accum 64x128 results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 5 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits5", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 8 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits8", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 10 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits10", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 16 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits16", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 20 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits20", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 24 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits24", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 28 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits28", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 32 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits32", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 40 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits40", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 48 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits48", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 56 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits56", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 64 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits64", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 72 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits72", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 2>, 80 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits80", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 88 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits88", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 96 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits96", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 104 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits104", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 112 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits112", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 120 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits120", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 128 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits128", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 136 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits136", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 144 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits144", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 152 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits152", "64x128"); results |= profile_volta884_gemm_splitkpi_kernel, float, cutlass::Shape<1, 1, 1>, 160 >(output, options, config, "s884gemm_64x128x32_splitk_pi_splits160", "64x128"); #endif //#ifdef EXHAUSTIVE_PROF return results; } struct Volta884GemmSplitKPIRegistrar { Volta884GemmSplitKPIRegistrar() { RegisterGemmProfileFunc(profile_volta884_gemm_splitkpi); } }; volatile Volta884GemmSplitKPIRegistrar _Volta884GemmSplitKPIRegistrar; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace perf ////////////////////////////////////////////////////////////////////////////////////////////////////