/******************************************************************************* * * 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. * *******************************************************************************/ #pragma once #include #include #include #include #include #include #include #include #include "HardwareMonitorType.hpp" namespace Tensile { namespace Client { /** * Monitors properties of a particular GPU in a separate thread. * * The thread is manually managed because the thread creation overhead is too * high to create a thread every time. * * The interface to this class is not thread-safe. */ class HardwareMonitor { public: /** Translates the Hip device index into the corresponding device index for * ROCm-SMI. */ using clock = std::chrono::steady_clock; // Monitor at the maximum possible rate. HardwareMonitor(int hipDeviceIndex); // Limit collection to once per minPeriod. HardwareMonitor(int hipDeviceIndex, clock::duration minPeriod); ~HardwareMonitor(); void addTempMonitor(); void addClockMonitor(ClockType clockType); void addFanSpeedMonitor(uint32_t sensorIndex = 0); double getAverageTemp(); double getAverageClock(ClockType clockType); double getAverageFanSpeed(uint32_t sensorIndex = 0); double getAverageGfxFreqPowerTemperature(std::vector& dataValues); double getMedianGfxFreqPowerTemperature(std::vector& dataValues); void logMinMaxMedianAverage(); int getDeviceIndex() { return m_hipDeviceIndex; } size_t getSamples() { return m_dataPoints; } std::vector& getAllGfxFreqValues() { return m_freqValues; } std::vector& getAllPowerValues() { return m_powerValues; } std::vector& getAllTemperatureValues() { return m_tempHotspotValues; } /// Begins monitoring until stop() is called. void start(); /// Sends a signal to the monitoring thread to end monitoring. void stop(); /// Begins monitoring immediately, until the event has occurred. void runUntilEvent(hipEvent_t event); /// Monitoring will occur from startEvent until stopEvent. void runBetweenEvents(hipEvent_t startEvent, hipEvent_t stopEvent); /// Waits until monitoring has finished. /// Throws an exception if monitoring was started without a stop event /// and stop() has not been called. void wait(); private: static uint32_t GetROCmSMIIndex(int hipDeviceIndex); static void InitROCmSMI(); void assertActive(); void assertNotActive(); void clearValues(); void collectOnce(); void sleepIfNecessary(); void initThread(); void runLoop(); void collect(hipEvent_t startEvent, hipEvent_t stopEvent); void printMinMaxAverageMedian(const std::string& str, std::vector& dataValues); clock::time_point m_lastCollection; clock::time_point m_nextCollection; clock::duration m_minPeriod; std::thread m_thread; std::mutex m_mutex; std::condition_variable m_cv; using Task = std::packaged_task; Task m_task; std::future m_future; std::atomic m_exit; std::atomic m_stop; bool m_hasStopEvent = false; int m_hipDeviceIndex; uint32_t m_smiDeviceIndex; size_t m_dataPoints; std::vector> m_tempMetrics; std::vector m_tempValues; std::vector m_clockMetrics; std::vector m_clockValues; std::vector m_fanMetrics; std::vector m_fanValues; // Below 3 vectors stores the individual values of GFx frequency, GPU power, GPU temperature during GEMM kernel execution. // These vectors are implemented slightly different from previous clock/fan metric type implementation which uses // add**Monitor functions to monitor and store multiple HW types information in the vectors for the same device. // (ie)Existing metric implementation represent different HW type and uses ROCm API to get multiple // HW type(like different sensor, different clock). Hence it uses add**Monitor functions to store in to multiple vectors. // each new HW type requires an invocation of ROCm API. but below vectors uses ROCm API (rsmi_dev_gpu_metrics_info_get) // through single invocation gets all the HW type details, hence it does not need existing type of implementation. // if we need to store different HW type in the future, new additional vector type or vector> would be appropriate. std::vector m_freqValues; std::vector m_powerValues; std::vector m_tempHotspotValues; bool m_hasInvalidGpuMetricStatus = false; }; } // namespace Client } // namespace Tensile