/*************************************************************************************************** * 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 Templates exposing SIMD operators */ #pragma once #include "cutlass/arch/array.h" #include "cutlass/arch/numeric_types.h" namespace cutlass { namespace arch { ///////////////////////////////////////////////////////////////////////////////////////////////// // // Element-wise operators // CUTLASS_HOST_DEVICE template Array operator*(Array const &a, Array const &b) { Array d; CUTLASS_PRAGMA_UNROLL for (int i = 0; i < N; ++i) { d[i] = a[i] * b[i]; } return d; } CUTLASS_HOST_DEVICE template Array operator+(Array const &a, Array const &b) { Array d; CUTLASS_PRAGMA_UNROLL for (int i = 0; i < N; ++i) { d[i] = a[i] + b[i]; } return d; } CUTLASS_HOST_DEVICE template Array operator-(Array const &a, Array const &b) { Array d; CUTLASS_PRAGMA_UNROLL for (int i = 0; i < N; ++i) { d[i] = a[i] - b[i]; } return d; } ///////////////////////////////////////////////////////////////////////////////////////////////// // // Multiply-accumulate operators // CUTLASS_HOST_DEVICE template Array mac(Array const &a, Array const &b, Array const &c) { Array d; CUTLASS_PRAGMA_UNROLL for (int i = 0; i < N; ++i) { d[i] = a[i] * b[i] + c[i]; } return d; } ///////////////////////////////////////////////////////////////////////////////////////////////// // // Dot product operator // CUTLASS_HOST_DEVICE template Accumulator dot(Array const &a, Array const &b, Accumulator accum) { CUTLASS_PRAGMA_UNROLL for (int i = 0; i < N; ++i) { accum += a[i] * b[i]; } return accum; } ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace arch } // namespace cutlass ///////////////////////////////////////////////////////////////////////////////////////////////// #include "simd_sm60.h" #include "simd_sm61.h" /////////////////////////////////////////////////////////////////////////////////////////////////