/* Copyright (c) 2008-present Advanced Micro Devices, Inc. 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. */ #pragma once #include "thread/thread.hpp" #include #include #include #include #include namespace amd { struct ProfilingCallback : public amd::HeapObject { virtual void callback(ulong duration, uint32_t waves) = 0; }; } //! \namespace pal PAL Device Implementation namespace device { class WaveLimiterManager; class Kernel; // Adaptively limit the number of waves per SIMD based on kernel execution time class WaveLimiter : public amd::ProfilingCallback { public: explicit WaveLimiter(WaveLimiterManager* manager, uint seqNum, bool enable, bool enableDump); virtual ~WaveLimiter(); //! Get waves per shader array to be used for kernel execution. uint getWavesPerSH(); protected: enum StateKind { WARMUP, ADAPT, RUN }; class DataDumper { public: explicit DataDumper(const std::string& kernelName, bool enable); ~DataDumper(); //! Record execution time, waves/simd and state of wave limiter. void addData(ulong time, uint wave, char state); //! Whether this data dumper is enabled. bool enabled() const { return enable_; } private: bool enable_; std::string fileName_; std::vector time_; std::vector wavePerSIMD_; std::vector state_; }; bool enable_; uint SIMDPerSH_; // Number of SIMDs per SH uint waves_; // Waves per SIMD to be set uint bestWave_; // Optimal waves per SIMD uint worstWave_; // Wave number with the worst performance uint countAll_; // Number of kernel executions StateKind state_; WaveLimiterManager* manager_; DataDumper dumper_; std::ofstream traceStream_; uint32_t sampleCount_; //!< The number of samples for adaptive mode uint32_t resultCount_; //!< The number of results for adaptive mode uint32_t numContinuousSamples_; //!< The number of samples with the same wave count static uint MaxWave; // Maximum number of waves per SIMD static uint RunCount; // Number of kernel executions for normal run static uint AdaptCount; // Number of kernel executions for adapting const static uint MaxContinuousSamples = 2; //! Call back from Event::recordProfilingInfo to get execution time. virtual void callback(ulong duration, uint32_t waves) = 0; //! Output trace of measurement/adaptation. virtual void outputTrace() = 0; template void clear(T& A) { uint idx = 0; for (auto& I : A) { if (idx > worstWave_) { I = 0; } ++idx; } } template void output(std::ofstream& ofs, const std::string& prompt, T& A) { ofs << prompt; for (auto& I : A) { ofs << ' ' << static_cast(I); } } }; class WLAlgorithmSmooth : public WaveLimiter { public: explicit WLAlgorithmSmooth(WaveLimiterManager* manager, uint seqNum, bool enable, bool enableDump); virtual ~WLAlgorithmSmooth(); private: std::vector adpMeasure_; //!< Accumulated performance in the adaptation mode std::vector adpSampleCnt_; //!< The number of samples in the adaptation mode std::vector runMeasure_; //!< Accumulated performance in the run mode std::vector runSampleCnt_; //!< The number of samples in the run mode uint dynRunCount_; uint dataCount_; //! Update measurement data and optimal waves/simd with execution time. void updateData(ulong time); //! Clear measurement data for the next adaptation. void clearData(); //! Call back from Event::recordProfilingInfo to get execution time. void callback(ulong duration, uint32_t waves) override; //! Output trace of measurement/adaptation. void outputTrace() override; }; // Create wave limiter for each virtual device for a kernel and manages the wave limiters. class WaveLimiterManager { public: explicit WaveLimiterManager(Kernel* owner, const uint simdPerSH); virtual ~WaveLimiterManager(); //! Get waves per shader array for a specific virtual device. uint getWavesPerSH(const VirtualDevice*) const; //! Provide call back function for a specific virtual device. amd::ProfilingCallback* getProfilingCallback(const VirtualDevice*); //! Enable wave limiter manager by kernel metadata and flags. void enable(bool isSupported = true); //! Returns the kernel name const std::string& name() const; //! Get SimdPerSH. uint getSimdPerSH() const { return simdPerSH_; } private: device::Kernel* owner_; // The kernel which owns this object uint simdPerSH_; // Simd Per SH std::unordered_map limiters_; // Maps virtual device to wave limiter bool enable_; // Whether the adaptation is enabled bool enableDump_; // Whether the data dumper is enabled uint fixed_; // The fixed waves/simd value if not zero amd::Monitor monitor_; // The mutex for updating the wave limiter map }; }