/*************************************************************************************************** * Copyright (c) 2017-2018, 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. * **************************************************************************************************/ #pragma once #include "cutlass/matrix_traits.h" #include "tools/util/type_traits.h" #include #include namespace perf { template struct CutlassDispatchSplitKPIGemm { typedef typename KernelClass_::Params Params; typedef KernelClass_ KernelClass; typedef Index_ Index; typedef ScalarA_ ScalarA; typedef ScalarB_ ScalarB; typedef ScalarC_ ScalarC; typedef ScalarD_ ScalarD; typedef Compute_ Compute; typedef ScalarEpilogue_ ScalarEpilogue; static bool const kThreadMultiplyAdd = ThreadMultiplyAdd_; static bool const kRunCuBLAS = RunCuBLAS_; static cutlass::MatrixLayout::Kind const kLayoutA = KernelClass::Traits::kLayoutA; static cutlass::MatrixLayout::Kind const kLayoutB = KernelClass::Traits::kLayoutB; // // Data members // /// Params argument Params params; /// splitK PI require workspace typename cutlass::TypeTraits::device_type *workspace_ptr; // // Methods // /// Ctor Initializes params object CutlassDispatchSplitKPIGemm(Index m, Index n, Index k, ScalarEpilogue alpha, ScalarA const* d_a, Index lda, ScalarB const* d_b, Index ldb, ScalarEpilogue beta, ScalarC const* d_c, Index ldc, ScalarD* d_d, Index ldd) { params.init_problem(m, n, k); int workspace_size_in_byte = params.required_workspace_memory_in_byte(); cudaError_t workspace_err = cudaMalloc(&workspace_ptr, workspace_size_in_byte); if (workspace_err != cudaSuccess) { std::cout << "\nCUDA workspace malloc error: " << cudaGetErrorString(workspace_err) << "\n"; } params.initialize(alpha, d_a, lda, d_b, ldb, beta, d_c, ldc, d_d, ldd, workspace_ptr); } /// Initializes batched strided params object CutlassDispatchSplitKPIGemm(Index m, Index n, Index k, ScalarEpilogue alpha, ScalarA const* d_a, Index lda, long long int batch_stride_A, ScalarB const* d_b, Index ldb, long long int batch_stride_B, ScalarEpilogue beta, ScalarC const* d_c, Index ldc, long long int batch_stride_C, ScalarD* d_d, Index ldd, long long int batch_stride_D, Index batch_count) { assert(0);//batched strided splitK should never be called } /// Launches kernel cudaError_t operator()() { return KernelClass::launch(params); } ~CutlassDispatchSplitKPIGemm() { cudaError_t workspace_err = cudaFree(workspace_ptr); if (workspace_err != cudaSuccess) { std::cout << "\nCUDA workspace malloc error: " << cudaGetErrorString(workspace_err) << "\n"; } } }; template< typename SplitKPIGemmTraits_ > struct CutlassDispatchSplitKPIGemmBasic { /// typedef SplitKPIGemmTraits_ Traits; /// typedef typename Traits::KernelClass KernelClass; /// Index type typedef typename Traits::Index Index; /// The scalar for A. typedef typename Traits::ScalarA ScalarA; /// The scalar for B. typedef typename Traits::ScalarB ScalarB; /// The scalar for C. typedef typename Traits::ScalarC ScalarC; /// The scalar for D. typedef typename Traits::ScalarD ScalarD; // TODO - support alternative accumulator and scalar types typedef ScalarD Compute; typedef Compute ScalarEpilogue; typedef CutlassDispatchSplitKPIGemm Dispatch; }; } //namespace perf