/******************************************************************************* * * MIT License * * Copyright (C) 2019-2022 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. * *******************************************************************************/ #include "BenchmarkTimer.hpp" #include "PerformanceReporter.hpp" #include "ResultReporter.hpp" #include "Reference.hpp" #include #include #include #include namespace Tensile { namespace Client { static_assert(BenchmarkTimer::clock::is_steady, "Clock must be steady."); BenchmarkTimer::BenchmarkTimer(po::variables_map const& args, Hardware const& hardware) : m_numWarmups(args["num-warmups"].as()) , m_syncAfterWarmups(args["sync-after-warmups"].as()) , m_numBenchmarks(args["num-benchmarks"].as()) , m_numEnqueuesPerSync(args["num-enqueues-per-sync"].as()) , m_minFlopsPerSync(args["min-flops-per-sync"].as()) , m_numSyncsPerBenchmark(args["num-syncs-per-benchmark"].as()) , m_hardware(hardware) , m_numEnqueuesPerSolution(m_numEnqueuesPerSync * m_numSyncsPerBenchmark) , m_useGPUTimer(args["use-gpu-timer"].as()) , m_sleepPercent(args["sleep-percent"].as()) , m_timeInSolution(0) , m_totalGPUTime(0) { } bool BenchmarkTimer::needMoreBenchmarkRuns() const { return m_numBenchmarksRun < m_numBenchmarks; } void BenchmarkTimer::preBenchmarkRun() {} void BenchmarkTimer::postBenchmarkRun() { m_numBenchmarksRun++; } void BenchmarkTimer::preProblem(ContractionProblem const& problem) { m_problem = problem; } void BenchmarkTimer::postProblem() {} void BenchmarkTimer::preSolution(ContractionSolution const& solution) { m_numEnqueuesInSolution = 0; m_timeInSolution = double_millis::zero(); ContractionSolution::ProjectedPerformance pp = solution.projectedPerformance(m_problem, m_hardware); m_solution = solution; m_reporter->report(ResultKey::Tile0Granularity, pp.granularities.tile0Granularity); m_reporter->report(ResultKey::Tile1Granularity, pp.granularities.tile1Granularity); m_reporter->report(ResultKey::CuGranularity, pp.granularities.cuGranularity); m_reporter->report(ResultKey::WaveGranularity, pp.granularities.waveGranularity); m_reporter->report(ResultKey::TotalGranularity, pp.granularities.totalGranularity); m_reporter->report(ResultKey::NumCus, perf.CUs); m_reporter->report(ResultKey::TilesPerCu, pp.granularities.tilesPerCu); m_reporter->report(ResultKey::MemReadBytes, pp.staticModel.memReadBytes); m_reporter->report(ResultKey::MemWriteBytes, pp.staticModel.memWriteBytesD); } void BenchmarkTimer::postSolution() { double timePerEnqueue_us = double_micros(m_timeInSolution).count() / m_numEnqueuesInSolution; ContractionSolution::ProjectedPerformance pp = m_solution.projectedPerformance(m_problem, m_hardware); double gflops = m_problem.flopCount() / (timePerEnqueue_us) / 1000.0; int tiles = pp.granularities.tilesPerCu * perf.CUs; int usedCus = std::min(tiles, perf.CUs); double gflopsPerCu = gflops / usedCus; m_reporter->report(ResultKey::TimeUS, timePerEnqueue_us); m_reporter->report(ResultKey::SpeedGFlopsPerCu, gflopsPerCu); m_reporter->report(ResultKey::SpeedGFlops, gflops); m_timeInSolution = double_millis::zero(); m_numEnqueuesInSolution = 0; } bool BenchmarkTimer::needMoreRunsInSolution() const { return m_numEnqueuesInSolution < m_numEnqueuesPerSolution; } size_t BenchmarkTimer::numWarmupRuns() { return m_numWarmups; } void BenchmarkTimer::setNumWarmupRuns(size_t count) { if(count < m_numWarmups) throw std::runtime_error(concatenate( "Expected at least", m_numWarmups, " warmup runs, got ", count, ".")); } void BenchmarkTimer::preWarmup() {} void BenchmarkTimer::postWarmup() {} void BenchmarkTimer::validateWarmups(std::shared_ptr inputs, TimingEvents const& startEvents, TimingEvents const& stopEvents) { if(m_syncAfterWarmups && (stopEvents->size() > 0) && (stopEvents->back().size() > 0)) HIP_CHECK_EXC(hipEventSynchronize(stopEvents->back().back())); } size_t BenchmarkTimer::numSyncs() { return m_numSyncsPerBenchmark; } void BenchmarkTimer::setNumSyncs(size_t count) { m_numSyncsInBenchmark = count; } void BenchmarkTimer::preSyncs() {} void BenchmarkTimer::postSyncs() {} size_t BenchmarkTimer::numEnqueuesPerSync() { size_t enqueuesByFlops = 0; if(m_minFlopsPerSync > 0) { size_t flopsInProblem = m_problem.flopCount(); enqueuesByFlops = CeilDivide(m_minFlopsPerSync, flopsInProblem); } return std::max(m_numEnqueuesPerSync, enqueuesByFlops); } void BenchmarkTimer::setNumEnqueuesPerSync(size_t count) { m_curNumEnqueuesPerSync = count; } void BenchmarkTimer::preEnqueues() { if(!m_useGPUTimer) { // Synchronize before timer so warmup runs are not included in benchmark time HIP_CHECK_EXC(hipDeviceSynchronize()); m_startTime = clock::now(); } } void BenchmarkTimer::postEnqueues(TimingEvents const& startEvents, TimingEvents const& stopEvents) { if(!m_useGPUTimer) { HIP_CHECK_EXC(hipDeviceSynchronize()); m_endTime = clock::now(); } } void BenchmarkTimer::validateEnqueues(std::shared_ptr inputs, TimingEvents const& startEvents, TimingEvents const& stopEvents) { double_millis totalTime(0.0); if(m_useGPUTimer) { HIP_CHECK_EXC(hipEventSynchronize(stopEvents->back().back())); for(size_t i = 0; i < startEvents->size(); i++) { float enqTime = 0.0f; HIP_CHECK_EXC(hipEventElapsedTime( &enqTime, startEvents->at(i).front(), stopEvents->at(i).back())); totalTime += double_millis(enqTime); } } else { totalTime = double_millis(m_endTime - m_startTime); } m_timeInSolution += totalTime; m_totalGPUTime += totalTime; m_numEnqueuesInSolution += startEvents->size(); if(m_sleepPercent > 0) { auto sleepTime = totalTime * (m_sleepPercent / 100.0); std::this_thread::sleep_for(sleepTime); } } void BenchmarkTimer::finalizeReport() {} int BenchmarkTimer::error() const { return 0; } } // namespace Client } // namespace Tensile