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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

183 lines
6.9 KiB
C++

/*******************************************************************************
*
* 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 <chrono>
#include <cstddef>
#include <future>
#include <thread>
#include <tuple>
#include <vector>
#include <hip/hip_runtime.h>
#include <rocm_smi/rocm_smi.h>
#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<uint16_t>& dataValues);
double getMedianGfxFreqPowerTemperature(std::vector<uint16_t>& dataValues);
void logMinMaxMedianAverage();
int getDeviceIndex()
{
return m_hipDeviceIndex;
}
size_t getSamples()
{
return m_dataPoints;
}
std::vector<uint16_t>& getAllGfxFreqValues()
{
return m_freqValues;
}
std::vector<uint16_t>& getAllPowerValues()
{
return m_powerValues;
}
std::vector<uint16_t>& 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<uint16_t>& 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<void(void)>;
Task m_task;
std::future<void> m_future;
std::atomic<bool> m_exit;
std::atomic<bool> m_stop;
bool m_hasStopEvent = false;
int m_hipDeviceIndex;
uint32_t m_smiDeviceIndex;
size_t m_dataPoints;
std::vector<std::tuple<rsmi_temperature_type_t, rsmi_temperature_metric_t>>
m_tempMetrics;
std::vector<int64_t> m_tempValues;
std::vector<rsmi_clk_type_t> m_clockMetrics;
std::vector<uint64_t> m_clockValues;
std::vector<uint32_t> m_fanMetrics;
std::vector<int64_t> 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<vector>> would be appropriate.
std::vector<uint16_t> m_freqValues;
std::vector<uint16_t> m_powerValues;
std::vector<uint16_t> m_tempHotspotValues;
bool m_hasInvalidGpuMetricStatus = false;
};
} // namespace Client
} // namespace Tensile