/*************************************************************************************************** * 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. * **************************************************************************************************/ /*! \file \brief Defines structural traits of double-precision GEMM. */ #pragma once #include #include #include #include #include #include #include namespace cutlass { namespace gemm { //////////////////////////////////////////////////////////////////////////////////////////////////// template < /// The tile size for the GEMM KxNxM. typename OutputTile_, /// The number of accumulators per thread. typename AccumulatorsPerThread_, /// The number of scalars per LDG for A. int kScalarsPerLdgA_ = 1, /// The number of scalars per LDG for B. int kScalarsPerLdgB_ = 1> struct DgemmConfig : public GemmConfig< /// The scalar type for A. double, /// The scalar type for B. double, /// The scalar type for C. double, /// The scalar type for D. double, /// The tile size for the GEMM KxNxM. OutputTile_, /// The functor to do the math in the main loop. ThreadMultiplyAdd, double, double, double>, /// The number of scalars per LDG for A. kScalarsPerLdgA_, /// The number of scalars per STS for A. kScalarsPerLdgA_, /// The number of scalars per LDS for A. 2, /// The number of scalars per LDG for B. kScalarsPerLdgB_, /// The number of scalars per STS for B. kScalarsPerLdgB_, /// The number of scalars per LDS for B. 2, /// The number of scalars per LDG for C and STG for D. 1, /// The number of scalars per STS for D. 2, /// The number of scalars per LDS for D. 1, /// The number of stages in shared memory. 2> {}; //////////////////////////////////////////////////////////////////////////////////////////////////// template < /// The layout for A. MatrixLayout::Kind kLayoutA_, /// The layout for B. MatrixLayout::Kind kLayoutB_, /// The output tile. typename OutputTile_ = Shape<8, 64, 128>, /// The functor to use in the epilogue. typename EpilogueFunctor_ = LinearScaling, /// The number of accumulators per thread. typename AccumulatorsPerThread_ = Shape<8, 8, 8>, /// The number of doubles loaded in one LDG for A. int kScalarsPerLdgA_ = 1, /// The number of doubles loaded in one LDG for B. int kScalarsPerLdgB_ = 1, /// The index. typename Index_ = int, /// The DGEMM config. typename GemmConfig_ = DgemmConfig, /// The traits class for the epilogue. typename GemmEpilogueTraits_ = SimplifiedGemmEpilogueTraits > struct DgemmTraits : public SimplifiedGemmTraits< // The layout for A. kLayoutA_, // The layout for B. kLayoutB_, // The config. GemmConfig_, // The epilogue. GemmEpilogue, // The index. Index_> {}; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace gemm } // namespace cutlass