/*************************************************************************************************** * Copyright (c) 2017 - 2023 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 #if defined(__CUDACC_RTC__) #include #else #include #endif #include "mma.h" #include "cutlass/layout/matrix.h" #include "cutlass/numeric_types.h" //////////////////////////////////////////////////////////////////////////////// #if ((__CUDACC_VER_MAJOR__ > 11) || (__CUDACC_VER_MAJOR__ == 11 && __CUDACC_VER_MINOR__ >= 8)) #define CUTLASS_ARCH_MMA_SM90_F64_MMA_SUPPORTED #if (!defined(CUTLASS_ARCH_MMA_SM90_F64_MMA_ENABLED)) #if (defined(__CUDA_ARCH__) && (__CUDA_ARCH__ >= 900)) #define CUTLASS_ARCH_MMA_SM90_F64_MMA_ENABLED #endif #endif #endif #if (__CUDACC_VER_MAJOR__ >= 12) #define CUTLASS_ARCH_MMA_SM90_SUPPORTED #if (!defined(CUTLASS_ARCH_MMA_SM90_ENABLED)) #if (defined(__CUDA_ARCH__) && (__CUDA_ARCH__ >= 900)) #define CUTLASS_ARCH_MMA_SM90_ENABLED #endif #endif #endif //////////////////////////////////////////////////////////////////////////////// namespace cutlass { namespace arch { //////////////////////////////////////////////////////////////////////////////// /// Matrix Multiply-Add 16x8x4 fp64 //////////////////////////////////////////////////////////////////////////////// /// Matrix multiply-add operation: F64 = F64 * F64 + F64 template <> struct Mma< gemm::GemmShape<16,8,4>, 32, double, layout::RowMajor, double, layout::ColumnMajor, double, layout::RowMajor, OpMultiplyAdd> { using Shape = gemm::GemmShape<16,8,4>; using ElementA = double; using LayoutA = layout::RowMajor; using FragmentA = Array; using ElementB = double; using LayoutB = layout::ColumnMajor; using FragmentB = Array; using ElementC = double; using LayoutC = layout::RowMajor; using FragmentC = Array; using Operator = OpMultiplyAdd; using ArchTag = arch::Sm90; CUTLASS_HOST_DEVICE void operator()(FragmentC &d, FragmentA const &a, FragmentB const &b, FragmentC const &c) const { #if defined(CUTLASS_ARCH_MMA_SM90_F64_MMA_ENABLED) double const *A = reinterpret_cast(&a); double const *B = reinterpret_cast(&b); double const *C = reinterpret_cast(&c); double *D = reinterpret_cast(&d); asm volatile("mma.sync.aligned.m16n8k4.row.col.f64.f64.f64.f64.rn {%0, %1, %2, %3}, {%4, %5}, {%6}, {%7, %8, %9, %10};\n" : "=d"(D[0]), "=d"(D[1]), "=d"(D[2]), "=d"(D[3]) : "d"(A[0]), "d"(A[1]), "d"(B[0]), "d"(C[0]), "d"(C[1]), "d"(C[2]), "d"(C[3])); #else CUTLASS_UNUSED(d); CUTLASS_UNUSED(a); CUTLASS_UNUSED(b); CUTLASS_UNUSED(c); CUTLASS_NOT_IMPLEMENTED(); #endif } }; //////////////////////////////////////////////////////////////////////////////// /// Matrix Multiply-Add 16x8x8 fp64 //////////////////////////////////////////////////////////////////////////////// /// Matrix multiply-add operation: F64 = F64 * F64 + F64 template <> struct Mma< gemm::GemmShape<16,8,8>, 32, double, layout::RowMajor, double, layout::ColumnMajor, double, layout::RowMajor, OpMultiplyAdd> { using Shape = gemm::GemmShape<16,8,8>; using ElementA = double; using LayoutA = layout::RowMajor; using FragmentA = Array; using ElementB = double; using LayoutB = layout::ColumnMajor; using FragmentB = Array; using ElementC = double; using LayoutC = layout::RowMajor; using FragmentC = Array; using Operator = OpMultiplyAdd; using ArchTag = arch::Sm90; CUTLASS_HOST_DEVICE void operator()(FragmentC &d, FragmentA const &a, FragmentB const &b, FragmentC const &c) const { #if defined(CUTLASS_ARCH_MMA_SM90_F64_MMA_ENABLED) double const *A = reinterpret_cast(&a); double const *B = reinterpret_cast(&b); double const *C = reinterpret_cast(&c); double *D = reinterpret_cast(&d); asm volatile("mma.sync.aligned.m16n8k8.row.col.f64.f64.f64.f64 {%0, %1, %2, %3}, {%4, %5, %6, %7}, {%8, %9}, {%10, %11, %12, %13};\n" : "=d"(D[0]), "=d"(d[1]), "=d"(d[2]), "=d"(d[3]) : "d"(A[0]), "d"(A[1]), "d"(A[2]), "d"(A[3]), "d"(B[0]), "d"(B[1]), "d"(C[0]), "d"(C[1]), "d"(C[2]), "d"(C[3])); #else CUTLASS_UNUSED(d); CUTLASS_UNUSED(a); CUTLASS_UNUSED(b); CUTLASS_UNUSED(c); CUTLASS_NOT_IMPLEMENTED(); #endif } }; //////////////////////////////////////////////////////////////////////////////// /// Matrix Multiply-Add 16x8x16 fp64 //////////////////////////////////////////////////////////////////////////////// /// Matrix multiply-add operation: F64 = F64 * F64 + F64 template <> struct Mma< gemm::GemmShape<16,8,16>, 32, double, layout::RowMajor, double, layout::ColumnMajor, double, layout::RowMajor, OpMultiplyAdd> { using Shape = gemm::GemmShape<16,8,16>; using ElementA = double; using LayoutA = layout::RowMajor; using FragmentA = Array; using ElementB = double; using LayoutB = layout::ColumnMajor; using FragmentB = Array; using ElementC = double; using LayoutC = layout::RowMajor; using FragmentC = Array; using Operator = OpMultiplyAdd; using ArchTag = arch::Sm90; CUTLASS_HOST_DEVICE void operator()(FragmentC &d, FragmentA const &a, FragmentB const &b, FragmentC const &c) const { #if defined(CUTLASS_ARCH_MMA_SM90_F64_MMA_ENABLED) double const *A = reinterpret_cast(&a); double const *B = reinterpret_cast(&b); double const *C = reinterpret_cast(&c); double *D = reinterpret_cast(&d); asm volatile("mma.sync.aligned.m16n8k16.row.col.f64.f64.f64.f64 {%0, %1, %2, %3}, {%4, %5, %6, %7, %8, %9, %10, %11}, {%12, %13, %14, %15}, {%16, %17, %18, %19};\n" : "=d"(D[0]), "=d"(D[1]), "=d"(D[2]), "=d"(D[3]) : "d"(A[0]), "d"(A[2]), "d"(A[2]), "d"(A[3]), "d"(A[4]), "d"(A[5]), "d"(A[6]), "d"(A[7]), "d"(B[0]), "d"(B[1]), "d"(B[2]), "d"(B[3]), "d"(C[0]), "d"(C[1]), "d"(C[2]), "d"(C[3])); #else CUTLASS_NOT_IMPLEMENTED(); #endif } }; ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace arch } // namespace cutlass /////////////////////////////////////////////////////////////////////////////////////////////////