/*************************************************************************************************** * 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. * **************************************************************************************************/ #pragma once #include "cutlass/gemm/threadblock/gemv.h" #include "cutlass/gemm/threadblock/default_gemv_core.h" #include "cutlass/gemm/threadblock/threadblock_swizzle.h" namespace cutlass { namespace gemm { namespace kernel { ///////////////////////////////////////////////////////////////////////////////////////////////// template < /// Size of the ThreadBlock tile - concept: gemm::GemmShape<> typename ThreadBlockShape_, /// Size of the per-thread shape - concept: gemm::GemmShape<> typename ThreadShape_, /// Data type of A elements typename ElementA_, /// Layout of A matrix (concept: MatrixLayout) typename LayoutA_, /// Data type of B elements typename ElementB_, /// Layout of B matrix (concept: MatrixLayout) typename LayoutB_, /// Element type of C/D matrix typename ElementCD_, /// Layout of C/D matrix (concept: MatrixLayout) typename LayoutCD_, /// Data type of the accumulator typename ElementAccumulator_ = ElementCD_> struct DefaultGemv { /// Shape of Threadblock-level matrix operation (concept: GemmShape) using ThreadBlockShape = ThreadBlockShape_; /// Shape of warp-level matrix operation (concept: GemmShape) using ThreadShape = ThreadShape_; /// Data type of multiplicand A using ElementA = ElementA_; /// Layout of multiplicand A using LayoutA = LayoutA_; /// Data type of multiplicand B using ElementB = ElementB_; /// Layout of multiplicand B using LayoutB = LayoutB_; /// Data type of accumulators using ElementAccumulator = ElementAccumulator_; /// Data type of accumulators (same as C/D) using LayoutAccumulator = LayoutCD_; /// Data type of input/output matrix C/D using ElementCD = ElementCD_; /// Layout of input/output matrix C/D using LayoutCD = LayoutCD_; // Define the core components using Core = typename cutlass::gemm::threadblock::DefaultGemvCore< ThreadBlockShape, ThreadShape, ElementA, LayoutA, ElementB, LayoutB, ElementAccumulator, LayoutAccumulator>; // Define the threadblock-scoped gemv using ThreadBlockGemv = cutlass::gemm::threadblock::Gemv; // Iterator for multiplicand A using IteratorA = typename ThreadBlockGemv::IteratorA; // Iterator for multiplicand B using IteratorB = typename ThreadBlockGemv::IteratorB; /// Policy for the iterator that reads/writes C/D using IteratorPolicyCD = typename platform::conditional< platform::is_same::value, cutlass::transform::PitchLinearTilePolicyStripminedThreadContiguous< layout::PitchLinearShape, Core::kThreadsPerN, ThreadShape::kN>, cutlass::transform::PitchLinearTilePolicyStripminedThreadStrided< layout::PitchLinearShape, Core::kThreadsPerN, ThreadShape::kM>>::type; /// Iterator that reads/writes C/D using IteratorCD = cutlass::transform::threadblock::PredicatedTileIterator< cutlass::MatrixShape, ElementCD, LayoutCD, 0, IteratorPolicyCD>; /// Fragment storage for C/D using FragmentCD = typename IteratorCD::Fragment; // Define the threadblock swizzle using ThreadBlockSwizzle = cutlass::gemm::threadblock::GemvBatchedStridedThreadblockDefaultSwizzle; }; ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace kernel } // namespace gemm } // namespace cutlass