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195 lines
7.2 KiB
C++
195 lines
7.2 KiB
C++
/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*
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*******************************************************************************/
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#ifndef ROCWMMA_KERNEL_BASE_HPP
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#define ROCWMMA_KERNEL_BASE_HPP
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#include <iostream>
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#include <sstream>
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#include <string>
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#include "gemm_resource.hpp"
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#include "hip_device.hpp"
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namespace rocwmma
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{
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// Basic structure to hold runtime problem
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// parameters
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struct ProblemParams
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{
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std::pair<int64_t, int64_t> threadBlockSize;
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std::tuple<int64_t, int64_t, int64_t> problemSize;
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double alpha;
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double beta;
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};
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// Typeless Kernel interface to use with testing harness.
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struct KernelI
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{
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KernelI() {}
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virtual ~KernelI(){};
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virtual void setup(ProblemParams const& problem) = 0;
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virtual void exec() = 0;
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virtual void validateResults() = 0;
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virtual void reportResults(std::ostream& stream,
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bool omitHeader,
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bool omitSkipped,
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bool omitFailed,
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bool omitPassed)
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= 0;
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virtual void tearDown() = 0;
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virtual HipResource* getResource() const = 0;
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virtual std::ostream& printHeader(std::ostream& stream) const = 0;
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virtual std::ostream& printKernel(std::ostream& stream) const = 0;
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static bool sHeaderPrinted;
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};
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inline std::ostream& operator<<(std::ostream& stream, KernelI const& kernel)
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{
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kernel.printHeader(stream);
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kernel.printKernel(stream);
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return stream;
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}
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// Typed GEMM kernel that provides the basis for GEMM tests.
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// This class provides common implementation code.
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template <uint32_t BlockM,
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uint32_t BlockN,
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uint32_t BlockK,
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typename InputT,
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typename OutputT,
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typename ComputeT,
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typename LayoutA,
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typename LayoutB,
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typename LayoutC,
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typename LayoutD = LayoutC>
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struct GemmKernelBase : public KernelI
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{
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protected: // Types
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// Shared access to Gemm storage
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using DataStorage = GemmResource<InputT, OutputT>;
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// Using Hip device backend
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using DeviceInfo = HipDevice;
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// Interface to device kernel
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using KernelFunc = void (*)(uint32_t, // M
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uint32_t, // N
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uint32_t, // K
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InputT const*, // A
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InputT const*, // B
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OutputT const*, // C
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OutputT*, // D
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uint32_t, // lda
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uint32_t, // ldb
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uint32_t, // ldc
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uint32_t, // ldd
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ComputeT, // Alpha
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ComputeT); // Beta
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protected:
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GemmKernelBase();
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virtual ~GemmKernelBase();
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// Kernels MUST provide the device kernel function.
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virtual KernelFunc kernelImpl() const = 0;
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// Launch parameters.
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// Base calculations for grid and block dimensions
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// assume one output block per wave.
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virtual uint32_t ldsUsage() const;
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virtual dim3 gridDim() const;
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virtual dim3 blockDim() const;
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// Kernel run checks.
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// True = run test
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// False = skip test
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virtual bool checkDevice() const;
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virtual bool checkSizes() const;
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virtual bool checkLds() const;
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virtual bool checkQuirks() const;
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// Reset all members to default values
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virtual void reset();
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// Helper function to dispatch kernel guards
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// with runtime TBlockX, TBlockY, WaveSize and Device Arch
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template <template <uint32_t, uint32_t, uint32_t, uint32_t> class TestGuard>
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bool dispatchGuard() const;
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template <template <uint32_t, uint32_t, uint32_t, uint32_t> class KernelClass>
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KernelFunc dispatchKernelFunc() const;
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public:
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// KernelI interface fulfillment
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virtual void setup(ProblemParams const& problem) override;
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virtual void exec() override;
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virtual void validateResults() override;
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virtual void reportResults(std::ostream& stream,
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bool omitHeader,
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bool omitSkipped,
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bool omitFailed,
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bool omitPassed) override;
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virtual void tearDown() override;
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virtual HipResource* getResource() const override;
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virtual std::ostream& printHeader(std::ostream& stream) const override;
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virtual std::ostream& printKernel(std::ostream& stream) const override;
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protected:
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// Problem params for kernel
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uint32_t mTBlockX, mTBlockY;
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uint32_t mM, mN, mK;
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uint32_t mLda, mLdb, mLdc, mLdd;
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ComputeT mAlpha, mBeta;
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// Execution flow control
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uint32_t mColdRuns;
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uint32_t mHotRuns;
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bool mRunFlag = true;
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bool mValidationResult = false;
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double mMaxRelativeError;
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// Performance
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float64_t mElapsedTimeMs, mTotalGFlops, mMeasuredTFlopsPerSec;
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int32_t mEfficiency;
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// Reference
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float64_t mRefMeasuredTFlopsPerSec;
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int32_t mRefEfficiency;
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static const bool mIsCpuRef;
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static const bool mRunRefFlag;
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static const bool mBenchRef;
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};
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} // namespace rocwmma
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#include "gemm_kernel_base_dispatch_impl.hpp"
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#endif // ROCWMMA_KERNEL_BASE_HPP
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