/******************************************************************************* * * MIT License * * Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. * *******************************************************************************/ #ifndef DLRM_DOT_LDS_DETAIL_HPP #define DLRM_DOT_LDS_DETAIL_HPP #include "../helper_macros.hpp" #include "device/dlrm_dot_bwd_lds.hpp" #include "device/dlrm_dot_fwd_lds.hpp" #include "dlrm_kernel_base.hpp" namespace rocwmma { // Wrapper into the actual device function template struct DlrmDotLdsKernel final : public DlrmKernelBase { private: using Base = DlrmKernelBase; public: DlrmDotLdsKernel() {} ~DlrmDotLdsKernel() final {} uint32_t ldsUsage() const final { auto blockDims = this->blockDim(); return 2 * sizeof(DataT) * ((blockDims.x / Base::DeviceInfo::instance()->warpSize()) + blockDims.y) * (TileSize * TileSize); } typename Base::KernelFwdFunc kernelFwdImpl() const final { // Generate a nested switch case // for TBlockX = [32, 64, 128, 256] // and TBlockY = [1, 2, 4] #define CASE_IMPL_ASSIGN2(TBLOCK_X, TBLOCK_Y) \ return typename Base::KernelFwdFunc( \ dlrmDotFwdLds); #define SWITCH_BODY_TBLOCK_X(TBLOCK_Y) \ ROCWMMA_SWITCH_BODY3_ARG2(Base::mTBlockX, CASE_IMPL_ASSIGN2, 32u, 64u, 128u, TBLOCK_Y) #define DISPATCH_BODY ROCWMMA_SWITCH_BODY3_ARG1(Base::mTBlockY, SWITCH_BODY_TBLOCK_X, 1u, 2u, 4u) // Invoke dispatch DISPATCH_BODY // Clean up macro space #undef CASE_IMPL_ASSIGN2 #undef SWITCH_BODY_TBLOCK_X #undef DISPATCH_BODY // Default case return [](const DataT* __restrict, // input DataT* __restrict, // output float*, // acc uint32_t, // m uint32_t, // k uint32_t, // b uint32_t, // inputBatchOffset uint32_t, // outputBatchOffset uint32_t) {}; } typename Base::KernelBwdFunc kernelBwdImpl() const final { // Generate a nested switch case // for TBlockX = [32, 64, 128, 256] // and TBlockY = [1, 2, 4] #define CASE_IMPL_ASSIGN2(TBLOCK_X, TBLOCK_Y) \ return typename Base::KernelBwdFunc( \ dlrmDotBwdLds); #define SWITCH_BODY_TBLOCK_X(TBLOCK_Y) \ ROCWMMA_SWITCH_BODY3_ARG2(Base::mTBlockX, CASE_IMPL_ASSIGN2, 32u, 64u, 128u, TBLOCK_Y) #define DISPATCH_BODY ROCWMMA_SWITCH_BODY3_ARG1(Base::mTBlockY, SWITCH_BODY_TBLOCK_X, 1u, 2u, 4u) // Invoke dispatch DISPATCH_BODY // Clean up macro space #undef CASE_IMPL_ASSIGN2 #undef SWITCH_BODY_TBLOCK_X #undef DISPATCH_BODY // Default case return [](const DataT* __restrict, // input const DataT* __restrict, // upstreamGrad DataT* __restrict, // grad DataT* __restrict, // bottomMlpGrad DataT* __restrict, // acc uint32_t, // m uint32_t, // k uint32_t, // b uint32_t, // inputBatchOffset uint32_t, // upstreamBatchOffset uint32_t) {}; // accBatchOffset } typename Base::KernelTrilFunc kernelTrilImpl() const final { return typename Base::KernelTrilFunc(trilReconstructLds); } }; // This is the GeneratorImpl class struct DlrmDotLdsGenerator { // Indices to test parameters enum : uint32_t { DataT = 0, TileSize = 1, MappingLds = 2 }; using ResultT = std::shared_ptr; template static ResultT generate(std::tuple testParams) { // Map GTest params to Kernel params using TestParamsT = std::tuple; using KernelT = DlrmDotLdsKernel::value, std::tuple_element_t, std::tuple_element_t>; return std::make_shared(); } }; } // namespace rocwmma #endif // DLRM_DOT_LDS_DETAIL_HPP