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TheRock/rocm-libraries/projects/rocwmma/test/dlrm/detail/dlrm_dot_lds.hpp
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

161 lines
5.6 KiB
C++

/*******************************************************************************
*
* 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 <uint32_t TileSize, typename DataT, typename MappingLds>
struct DlrmDotLdsKernel final : public DlrmKernelBase<TileSize, DataT>
{
private:
using Base = DlrmKernelBase<TileSize, DataT>;
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<DataT, TileSize, MappingLds, TBLOCK_X, TBLOCK_Y>);
#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<DataT, TileSize, MappingLds, TBLOCK_X, TBLOCK_Y>);
#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<DataT>);
}
};
// 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<KernelI>;
template <typename... Ts>
static ResultT generate(std::tuple<Ts...> testParams)
{
// Map GTest params to Kernel params
using TestParamsT = std::tuple<Ts...>;
using KernelT = DlrmDotLdsKernel<std::tuple_element_t<TileSize, TestParamsT>::value,
std::tuple_element_t<DataT, TestParamsT>,
std::tuple_element_t<MappingLds, TestParamsT>>;
return std::make_shared<KernelT>();
}
};
} // namespace rocwmma
#endif // DLRM_DOT_LDS_DETAIL_HPP