hello ChulanZhang, yes, that present GPU resources usage. you may enable sudo to check the detail reported statistics. it shows GPU load relative to the current running GPU frequency in MHz. for example, $ sudo tegrastats ... GR3D_FREQ 0%@921 ... the usage is zero since I did not execute any p… Answer from JerryChang on forums.developer.nvidia.com
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NVIDIA Developer Forums
forums.developer.nvidia.com › robotics & edge computing › jetson systems › jetson tx2
TX2, GPU utilization rate, tegrastats - Jetson TX2 - NVIDIA Developer Forums
February 27, 2018 - On my TX2, I can use “sudo ~/tegrastats” to get GPU utilization in real time, like below RAM 4722/7844MB (lfb 1x512kB) CPU [55%@2035,14%@2034,27%@2034,55%@2035,47%@2035,45%@2035] EMC_FREQ 2%@1866 GR3D_FREQ 71%@1300 APE…
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NVIDIA Developer Forums
forums.developer.nvidia.com › autonomous vehicles › drive agx orin › drive agx orin general
How to use tegrastats to track gpu usage on drive orin - DRIVE AGX Orin General - NVIDIA Developer Forums
May 15, 2024 - I am working on drive orin platform. I want to know how to monitor the CPU and GPU usage after executing any code by using tegrastats.I executed a command and got the output also. I went through the documentation which d…
Discussions

How to get GPU Usage statistics
I am running a never ending code-loop based on opencv for tegra. I want to know how much of the GPU is being used. What tool should I use ? nvprof and visual profiler can’t help because there is no exit code. More on devtalk.nvidia.com
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1
0
April 5, 2016
How to read tegrastats gpu utilisation values
How should we be reading the gr3d_freq values provided in tegrastats (or utilities that sit on top of tegrastats like jtop)? For example tegra stats will report values like this: RAM 2224/3964MB (lfb 52x4MB) SWAP 85/4030MB (cached 6MB) CPU [39%@1479,41%@1479,28%@1479,31%@1479] EMC_FREQ 0% GR3D_FREQ ... More on forums.developer.nvidia.com
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9
0
August 19, 2020
What exactly does the GPU utilization from 'tegrastats' mean?
I found that from ‘tegrastats’ we can see the utilization for the GPU module, but the explanation is quite vague. Can someone help explain what exactly does it mean? For example, what does a ‘GPU engine’ mean? And how was the ‘percent of GR3D being used’ been calculated? More on forums.developer.nvidia.com
🌐 forums.developer.nvidia.com
6
1
March 19, 2021
Source for tegrastats and/or info about querying overall GPU utilization?
Hi there, Is the source code or underlying mechanism used by the tegrastats scrip available somewhere? We would like to write a tool to programatically monitor/report the overall GPU usage. We could just “scrape” the output of tegrastats, but it seems like it would be better to read the ... More on forums.developer.nvidia.com
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7
0
May 14, 2020
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NVIDIA
docs.nvidia.com › drive › drive_os_5.1.6.1L › nvvib_docs › DRIVE_OS_Linux_SDK_Development_Guide › Utilities › util_tegrastats.html
NVIDIA DRIVE Documentation | NVIDIA Developer
This page provides access to documentation for developers using NVIDIA DRIVE AGX™ Developer Kits. You can find more information using the following links: · Please visit the Getting Started and Setup pages. Use the product filters below to select the right documentation for your hardware ...
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NVIDIA Developer Forums
devtalk.nvidia.com › robotics & edge computing › jetson systems › jetson tk1
How to get GPU Usage statistics - Jetson TK1 - NVIDIA Developer Forums
April 5, 2016 - I am running a never ending code-loop based on opencv for tegra. I want to know how much of the GPU is being used. What tool should I use ? nvprof and visual profiler can’t help because there is no exit code.
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NVIDIA Developer Forums
forums.developer.nvidia.com › accelerated computing › intelligent video analytics › deepstream sdk
How to read tegrastats gpu utilisation values - DeepStream SDK - NVIDIA Developer Forums
August 19, 2020 - How should we be reading the gr3d_freq values provided in tegrastats (or utilities that sit on top of tegrastats like jtop)? For example tegra stats will report values like this: RAM 2224/3964MB (lfb 52x4MB) SWAP 85/4030MB (cached 6MB) CPU [39%@1479,41%@1479,28%@1479,31%@1479] EMC_FREQ 0% GR3D_FREQ 0% PLL@34C CPU@38.5C PMIC@100C GPU@33.5C AO@42C thermal@36.25C POM_5V_IN 4912/4912 POM_5V_GPU 554/554 POM_5V_CPU 1344/1344 RAM 2224/3964MB (lfb 52x4MB) SWAP 85/4030MB (cached 6MB) CPU [39%@1479,44%@...
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NVIDIA Developer Forums
forums.developer.nvidia.com › robotics & edge computing › jetson systems › jetson nano
What exactly does the GPU utilization from 'tegrastats' mean? - Jetson Nano - NVIDIA Developer Forums
March 19, 2021 - I found that from ‘tegrastats’ we can see the utilization for the GPU module, but the explanation is quite vague. Can someone help explain what exactly does it mean? For example, what does a ‘GPU engine’ mean? And …
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NVIDIA Developer Forums
forums.developer.nvidia.com › robotics & edge computing › jetson systems › jetson tx1
Source for tegrastats and/or info about querying overall GPU utilization? - Jetson TX1 - NVIDIA Developer Forums
May 14, 2020 - Hi there, Is the source code or underlying mechanism used by the tegrastats scrip available somewhere? We would like to write a tool to programatically monitor/report the overall GPU usage. We could just “scrape” the output of tegrastats, but it seems like it would be better to read the ...
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RidgeRun Developer Wiki
developer.ridgerun.com › home › nvidia jetson orin › jetpack 5.0.2 › performance tuning › evaluating performance
NVIDIA Jetson Orin AGX - Evaluating Performance
March 5, 2026 - tegrastats is a tool that reports memory usage, GPU usage, CPU usage, and SOC temperature for Tegra-based devices. Tegrastats comes installed in the sample root filesystem provided in Jetpack, and it's located in the Orin AGX system path /usr/bin, ...
Find elsewhere
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RidgeRun Developer Wiki
developer.ridgerun.com › home › xavier › jetpack 5.0.2 › performance tuning › evaluating performance
NVIDIA Jetson Xavier AGX - JetPack 5.0.2 - Performance Tuning - Evaluating Performance
October 25, 2024 - The Jetpack provides the tegrastats utility, which reports memory usage and processor usage for Tegra-based devices. This utility in the NVIDIA user home directory and can be run using the command:
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RidgeRun Developer Wiki
developer.ridgerun.com › wiki › index.php › Xavier › JetPack_4.1 › Performance_Tuning › Evaluating_Performance
NVIDIA Jetson Xavier AGX
October 25, 2024 - The Jetpack provides the tegrastats utility, which reports memory usage and processor usage for Tegra-based devices. This utility in the NVIDIA user home directory and can be run using the command:
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Reddit
reddit.com › r/jetsonnano › anything better than tegrastats or jetson-stats for monitoring?
r/JetsonNano on Reddit: Anything better than tegrastats or jetson-stats for monitoring?
July 24, 2019 -

Hi everyone, I've been playing around with a Jetson Nano at work and really enjoying its performance. I recently discovered that it works with the Raspberry Pi POE hat (hooray, less cable management).

Anyway, I'm currently searching for a tool that can give me the output of tegrastats/jetson-stats (e.g. things like CPU/GPU usage and temperature, power draw, etc.) in a CSV format so I can chart the data. Any solutions out there, or suggestions on how I can maybe program something to get this?

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GitHub
github.com › rbonghi › jetson_stats
GitHub - rbonghi/jetson_stats: 📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series
from jtop import jtop with jtop() as jetson: # jetson.ok() will provide the proper update frequency while jetson.ok(): # Read tegra stats print(jetson.stats) You can also use jtop with your virualenv! More information available at advanced usage page.
Starred by 2.6K users
Forked by 327 users
Languages   Python 91.1% | Shell 8.8% | Dockerfile 0.1%
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NVIDIA
docs.nvidia.com › jetson › archives › l4t-archived › l4t-3275 › Tegra Linux Driver Package Development Guide › AppendixTegraStats.html
NVIDIA Jetson Linux Developer Guide : Applications and Tools | NVIDIA Docs
February 28, 2021 - The tegrastats utility reports memory usage and processor usage for Jetson-based devices. You can find the utility in your package at the following location. ... The following table shows the statistics the tegrastats utility reports. ... RAM 220/3955MB (lfb 847x4MB) SWAP 0/1978MB (cached 0MB) IRAM 0/252kB(lfb 252kB) CPU [1%@102,5%@102,0%@102,0%@102] EMC_FREQ 1%@665 GR3D_FREQ 0%@76 VIC_FREQ 0%@192 APE 25 PLL@34C CPU@35C Tboard@38C Tdiode@40C GPU@37.5C AO@43.5C thermal@36C PMIC@100C
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NVIDIA Developer Forums
devtalk.nvidia.com › robotics & edge computing › jetson systems › jetson tx1
in tegrastats, CPU% and GPU% are utilization? load? - Jetson TX1 - NVIDIA Developer Forums
May 16, 2017 - hello i am using tegrastats program to know CPU & GPU utilization. i don’t know exact information about tegrastats. CPU% and GPU% are utilization exactly? i hope that
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NVIDIA
docs.nvidia.com › jetson › archives › r34.1 › DeveloperGuide › text › AT › JetsonLinuxDevelopmentTools › TegrastatsUtility.html
Tegrastats Utility — Jetson Linux<br/>Developer Guide 34.1 documentation
September 16, 2024 - The following table shows the statistics the tegrastats utility reports. This example represents output for Jetson AGX Xavier series and Jetson Xavier NX series devices: RAM 1545/31919MB (lfb 7400x4MB) SWAP 0/15959MB (cached 0MB) CPU [0%@1190,0%@1190,0%@1190,0%@1190,0%@1190,0%@1190,0%@1190,0%@1190] EMC_FREQ 1%@408 GR3D_FREQ 0%@318 VIC_FREQ 0%@115 APE 150 MTS fg 0% bg 0% AO@38C GPU@39.5C Tdiode@43.25C PMIC@100C AUX@38.5C CPU@39.5C thermal@38.8C Tboard@39C GPU 0/0 CPU 468/468 SOC 937/937 CV 0/0 VDDRQ 312/234 SYS5V 1458/1458
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GitHub
github.com › topics › gpu-monitoring
gpu-monitoring · GitHub Topics · GitHub
python open-source metrics clickhouse grafana tracing openai nvidia-smi observability distributed-tracing monitoring-tool gpu-monitoring amd-gpu opentelemetry otlp ai-observability llms langchain llmops genai ... 🦀⚙️ Sudoless performance monitoring for Apple Silicon processors. CPU / GPU / RAM usage, power consumption & temperature 🌡️
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Allxon
allxon.com › plugin-station-tegrastats
Tegrastats Plugin | Allxon Plugin Station
Monitor CPU and GPU-related usage performances. Configure CPU and GPU, such as upper-bound and lower-bound frequency. Receive real-time performance status alerts, such as GPU/CPU temperature
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JetsonHacks
jetsonhacks.com › articles › article › gpu activity monitor – nvidia jetson tx dev kit
GPU Activity Monitor - NVIDIA Jetson TX Dev Kit - JetsonHacks
January 12, 2023 - Traditionally if you want to see how busy a Linux system is, you can use a graphical tool like System Monitor. The CPU, memory and networking and a wide variety of other good innards are on display. However, one thing that is missing is GPU utilization. Most developers use the tegrastats tool to get a feel for GPU utilization, which reports as a percentage of maximum.
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GitHub
github.com › topics › tegrastats
Build software better, together
April 21, 2021 - monitoring gpu temperature nvidia tegra temperature-monitoring jetson monitoring-tool tegrastats jetson-xavier ... The package allows you to monitor how python consumes your resources like Gpu usage, CPU usage, GPU temperature, CPU temperature, Power comsumption in your NVIDIA Jetson TX2