/*************************************************************************************************** * 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 Default kernel-level SYMM/HEMM definitions combine threadblock-scoped matrix multiply-add with the appropriate threadblock-scoped epilogue. Note, CUTLASS epilogues universally target row-major outputs. Column-major outputs are accommodated by exchanging A and B operands and assuming transposed layouts. */ #pragma once #include "cutlass/blas3.h" #include "cutlass/complex.h" #include "cutlass/layout/matrix.h" #include "cutlass/gemm/kernel/symm_universal.h" #include "cutlass/gemm/kernel/default_symm.h" #include "cutlass/gemm/kernel/default_symm_complex.h" ///////////////////////////////////////////////////////////////////////////////////////////////// namespace cutlass { namespace gemm { namespace kernel { ///////////////////////////////////////////////////////////////////////////////////////////////// template < /// Element type for A matrix operand typename ElementA_, /// Layout type for A matrix operand typename LayoutA_, /// Side Mode for A (kLeft or kRight) SideMode SideModeA, /// Fill Mode for A (kLower or kUpper) FillMode FillModeA, /// Access granularity of A matrix in units of elements int kAlignmentA, /// Element type for B matrix operand typename ElementB_, /// Layout type for B matrix operand typename LayoutB_, /// Access granularity of B matrix in units of elements int kAlignmentB, /// Element type for C and D matrix operands typename ElementC_, /// Layout type for C and D matrix operands typename LayoutC_, /// Element type for internal accumulation typename ElementAccumulator, /// Operator class tag typename OperatorClass, /// Tag indicating architecture to tune for typename ArchTag, /// Threadblock-level tile size (concept: GemmShape) typename ThreadblockShape, /// Warp-level tile size (concept: GemmShape) typename WarpShape, /// Warp-level tile size (concept: GemmShape) typename InstructionShape, /// Epilogue output operator typename EpilogueOutputOp, /// Threadblock-level swizzling operator typename ThreadblockSwizzle, /// Number of stages used in the pipelined mainloop int Stages, /// If true, kernel is configured to support serial reduction in the /// epilogue bool SplitKSerial, /// Operation performed by SYRK typename Operator, /// Blas3 computation mode (symmetric/hermitian) BlasMode BlasMode_ = BlasMode::kSymmetric, /// typename Enable = void > struct DefaultSymmUniversal; ///////////////////////////////////////////////////////////////////////////////////////////////// // // Real-valued SYMM/HEMM update kernels // template < /// Element type for A matrix operand typename ElementA, /// Layout type for A matrix operand typename LayoutA, /// Side Mode for A (kLeft or kRight) SideMode SideModeA, /// Fill Mode for A (kLower or kUpper) FillMode FillModeA, /// Access granularity of A matrix in units of elements int kAlignmentA, /// Element type for B matrix operand typename ElementB, /// Layout type for B matrix operand typename LayoutB, /// Access granularity of B matrix in units of elements int kAlignmentB, /// Element type for C and D matrix operands typename ElementC, /// Layout type for C and D matrix operands typename LayoutC, /// Element type for internal accumulation typename ElementAccumulator, /// Operator class tag typename OperatorClass, /// Tag indicating architecture to tune for typename ArchTag, /// Threadblock-level tile size (concept: GemmShape) typename ThreadblockShape, /// Warp-level tile size (concept: GemmShape) typename WarpShape, /// Warp-level tile size (concept: GemmShape) typename InstructionShape, /// Epilogue output operator typename EpilogueOutputOp, /// Threadblock-level swizzling operator typename ThreadblockSwizzle, /// Number of stages used in the pipelined mainloop int Stages, /// If true, kernel is configured to support serial reduction in the /// epilogue bool SplitKSerial, /// Operation performed by SYMM/HEMM typename Operator> struct DefaultSymmUniversal< ElementA, LayoutA, SideModeA, FillModeA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, SplitKSerial, Operator, BlasMode::kSymmetric, typename platform::enable_if< ! cutlass::is_complex::value>::type > { using DefaultSymmkernel = typename kernel::DefaultSymm< ElementA, LayoutA, SideModeA, FillModeA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, SplitKSerial, Operator, BlasMode::kSymmetric >::SymmKernel; /// Define the kernel in terms of the default kernel using SymmKernel = kernel::SymmUniversal< typename DefaultSymmkernel::Mma1, typename DefaultSymmkernel::Mma2, typename DefaultSymmkernel::Epilogue, ThreadblockSwizzle, SideModeA, FillModeA >; }; ///////////////////////////////////////////////////////////////////////////////////////////////// // // Complex-valued SYMM/HEMM update kernels // template < /// Element type for A matrix operand typename ElementA, /// Layout type for A matrix operand typename LayoutA, /// Side Mode for A (kLeft or kRight) SideMode SideModeA, /// Fill Mode for A (kLower or kUpper) FillMode FillModeA, /// Access granularity of A matrix in units of elements int kAlignmentA, /// Element type for B matrix operand typename ElementB, /// Layout type for B matrix operand typename LayoutB, /// Access granularity of B matrix in units of elements int kAlignmentB, /// Element type for C and D matrix operands typename ElementC, /// Layout type for C and D matrix operands typename LayoutC, /// Element type for internal accumulation typename ElementAccumulator, /// Operator class tag typename OperatorClass, /// Tag indicating architecture to tune for typename ArchTag, /// Threadblock-level tile size (concept: GemmShape) typename ThreadblockShape, /// Warp-level tile size (concept: GemmShape) typename WarpShape, /// Warp-level tile size (concept: GemmShape) typename InstructionShape, /// Epilogue output operator typename EpilogueOutputOp, /// Threadblock-level swizzling operator typename ThreadblockSwizzle, /// Number of stages used in the pipelined mainloop int Stages, /// If true, kernel is configured to support serial reduction in the /// epilogue bool SplitKSerial, /// Operation performed by SYRK typename Operator, // BlasMode BlasMode kBlasMode > struct DefaultSymmUniversal< ElementA, LayoutA, SideModeA, FillModeA, kAlignmentA, ElementB, LayoutB, kAlignmentB, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, SplitKSerial, Operator, kBlasMode, typename platform::enable_if::value>::type > { using DefaultSymmkernel = typename kernel::DefaultSymmComplex< ElementA, LayoutA, SideModeA, FillModeA, ElementB, LayoutB, ElementC, LayoutC, ElementAccumulator, OperatorClass, ArchTag, ThreadblockShape, WarpShape, InstructionShape, EpilogueOutputOp, ThreadblockSwizzle, Stages, Operator, SplitKSerial, kBlasMode >::SymmKernel; /// Define the kernel in terms of the default kernel using SymmKernel = kernel::SymmUniversal< typename DefaultSymmkernel::Mma1, typename DefaultSymmkernel::Mma2, typename DefaultSymmkernel::Epilogue, ThreadblockSwizzle, SideModeA, FillModeA >; }; } // namespace kernel } // namespace gemm } // namespace cutlass /////////////////////////////////////////////////////////////////////////////////////////////////