/*************************************************************************************************** * Copyright (c) 2017 - 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: BSD-3-Clause * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * 1. Redistributions of source code must retain the above copyright notice, this * list of conditions and the following disclaimer. * * 2. 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. * * 3. Neither the name of the copyright holder 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 THE COPYRIGHT HOLDER OR CONTRIBUTORS 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 TORT (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 Matrix multiply */ #pragma once #include #include "cutlass/layout/matrix.h" //////////////////////////////////////////////////////////////////////////////// namespace cutlass { namespace arch { //////////////////////////////////////////////////////////////////////////////// // // WMMA template structure defines nvcuda::wmma::fragments and static assert for // wmma native instruction sizes supported for half // //////////////////////////////////////////////////////////////////////////////// template < typename Shape_, typename LayoutA_, typename LayoutB_, typename ElementC_, typename LayoutC_> struct Wmma< Shape_, ///< Size of the matrix product (concept: GemmShape) cutlass::half_t, ///< ElementA LayoutA_, ///< LayoutA cutlass::half_t, ///< ElementB LayoutB_, ///< LayoutB ElementC_, ///< ElementC LayoutC_, ///< LayoutC cutlass::arch::OpMultiplyAdd ///< Operator (multiply-add, xor.popc) > { #if defined(CUTLASS_ARCH_WMMA_SM70_ENABLED) using Shape = Shape_; using ElementA = cutlass::half_t; using LayoutA = LayoutA_; using ElementB = cutlass::half_t; using LayoutB = LayoutB_; using ElementC = ElementC_; using LayoutC = LayoutC_; using Operator = cutlass::arch::OpMultiplyAdd; using ArchTag = arch::Sm70; // check supported wmma shape for the given multiplicand data types static_assert( platform::is_same, Shape>::value || platform::is_same, Shape>::value || platform::is_same, Shape>::value, "Supported list of wmma operator shape for f16 multiplicands are: 16x16x16, 8x32x16, and 32x8x16"); // check supported wmma output data type for the given multiplicand data types static_assert( platform::is_same::value || platform::is_same::value, "Supported of wmma output data type for f16 multiplicands are: f16 and f32"); // Wmma Fragment using FragmentA = nvcuda::wmma::fragment< nvcuda::wmma::matrix_a, Shape::kM, Shape::kN, Shape::kK, typename CutlassToWmmaDataType::Type, typename CutlassToWmmaLayout::Layout>; using FragmentB = nvcuda::wmma::fragment< nvcuda::wmma::matrix_b, Shape::kM, Shape::kN, Shape::kK, typename CutlassToWmmaDataType::Type, typename CutlassToWmmaLayout::Layout>; using FragmentC = nvcuda::wmma::fragment< nvcuda::wmma::accumulator, Shape::kM, Shape::kN, Shape::kK, typename CutlassToWmmaDataType::Type>; /// Performs a nvcuda::wmma matrix multiply-accumulate operation CUTLASS_DEVICE void operator()( FragmentC &D, FragmentA const &A, FragmentB const &B, FragmentC const &C) const { nvcuda::wmma::mma_sync(D, A, B, C); } #else static_assert(false, "wmma.mma.sync for floating point multiplicands is avialable only for SM70 and beyond"); #endif }; } // namespace arch } // namespace cutlass