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183 lines
6.9 KiB
C++
183 lines
6.9 KiB
C++
/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (C) 2019-2022 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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#pragma once
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#include <chrono>
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#include <cstddef>
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#include <future>
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#include <thread>
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#include <tuple>
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#include <vector>
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#include <hip/hip_runtime.h>
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#include <rocm_smi/rocm_smi.h>
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#include "HardwareMonitorType.hpp"
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namespace Tensile
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{
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namespace Client
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{
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/**
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* Monitors properties of a particular GPU in a separate thread.
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*
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* The thread is manually managed because the thread creation overhead is too
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* high to create a thread every time.
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*
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* The interface to this class is not thread-safe.
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*/
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class HardwareMonitor
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{
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public:
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/** Translates the Hip device index into the corresponding device index for
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* ROCm-SMI. */
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using clock = std::chrono::steady_clock;
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// Monitor at the maximum possible rate.
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HardwareMonitor(int hipDeviceIndex);
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// Limit collection to once per minPeriod.
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HardwareMonitor(int hipDeviceIndex, clock::duration minPeriod);
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~HardwareMonitor();
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void addTempMonitor();
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void addClockMonitor(ClockType clockType);
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void addFanSpeedMonitor(uint32_t sensorIndex = 0);
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double getAverageTemp();
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double getAverageClock(ClockType clockType);
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double getAverageFanSpeed(uint32_t sensorIndex = 0);
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double getAverageGfxFreqPowerTemperature(std::vector<uint16_t>& dataValues);
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double getMedianGfxFreqPowerTemperature(std::vector<uint16_t>& dataValues);
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void logMinMaxMedianAverage();
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int getDeviceIndex()
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{
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return m_hipDeviceIndex;
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}
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size_t getSamples()
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{
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return m_dataPoints;
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}
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std::vector<uint16_t>& getAllGfxFreqValues()
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{
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return m_freqValues;
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}
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std::vector<uint16_t>& getAllPowerValues()
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{
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return m_powerValues;
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}
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std::vector<uint16_t>& getAllTemperatureValues()
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{
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return m_tempHotspotValues;
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}
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/// Begins monitoring until stop() is called.
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void start();
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/// Sends a signal to the monitoring thread to end monitoring.
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void stop();
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/// Begins monitoring immediately, until the event has occurred.
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void runUntilEvent(hipEvent_t event);
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/// Monitoring will occur from startEvent until stopEvent.
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void runBetweenEvents(hipEvent_t startEvent, hipEvent_t stopEvent);
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/// Waits until monitoring has finished.
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/// Throws an exception if monitoring was started without a stop event
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/// and stop() has not been called.
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void wait();
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private:
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static uint32_t GetROCmSMIIndex(int hipDeviceIndex);
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static void InitROCmSMI();
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void assertActive();
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void assertNotActive();
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void clearValues();
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void collectOnce();
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void sleepIfNecessary();
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void initThread();
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void runLoop();
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void collect(hipEvent_t startEvent, hipEvent_t stopEvent);
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void printMinMaxAverageMedian(const std::string& str,
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std::vector<uint16_t>& dataValues);
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clock::time_point m_lastCollection;
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clock::time_point m_nextCollection;
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clock::duration m_minPeriod;
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std::thread m_thread;
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std::mutex m_mutex;
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std::condition_variable m_cv;
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using Task = std::packaged_task<void(void)>;
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Task m_task;
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std::future<void> m_future;
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std::atomic<bool> m_exit;
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std::atomic<bool> m_stop;
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bool m_hasStopEvent = false;
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int m_hipDeviceIndex;
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uint32_t m_smiDeviceIndex;
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size_t m_dataPoints;
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std::vector<std::tuple<rsmi_temperature_type_t, rsmi_temperature_metric_t>>
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m_tempMetrics;
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std::vector<int64_t> m_tempValues;
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std::vector<rsmi_clk_type_t> m_clockMetrics;
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std::vector<uint64_t> m_clockValues;
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std::vector<uint32_t> m_fanMetrics;
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std::vector<int64_t> m_fanValues;
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// Below 3 vectors stores the individual values of GFx frequency, GPU power, GPU temperature during GEMM kernel execution.
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// These vectors are implemented slightly different from previous clock/fan metric type implementation which uses
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// add**Monitor functions to monitor and store multiple HW types information in the vectors for the same device.
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// (ie)Existing metric implementation represent different HW type and uses ROCm API to get multiple
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// HW type(like different sensor, different clock). Hence it uses add**Monitor functions to store in to multiple vectors.
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// each new HW type requires an invocation of ROCm API. but below vectors uses ROCm API (rsmi_dev_gpu_metrics_info_get)
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// through single invocation gets all the HW type details, hence it does not need existing type of implementation.
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// if we need to store different HW type in the future, new additional vector type or vector<vector>> would be appropriate.
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std::vector<uint16_t> m_freqValues;
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std::vector<uint16_t> m_powerValues;
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std::vector<uint16_t> m_tempHotspotValues;
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bool m_hasInvalidGpuMetricStatus = false;
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};
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} // namespace Client
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} // namespace Tensile
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