Monitor gpu usage linux Jul 31, 2024 · Monitoring the GPU (Graphics Processing Unit) on a Linux operating system is essential for performance testing, debugging, and ensuring usage. Beyond basic monitoring, nvidia-smi allows users to: Track GPU utilization and memory usage; Set application clocks and power limits; Monitor temperature and system health; For advanced monitoring, use: nvidia-smi -q -d NVIDIA SMI Monitor A simple application that creates a launcher icon to monitor NVIDIA GPU usage in real-time on Ubuntu 22. Mar 12, 2023 · If you’re a Linux user with an NVIDIA/AMD GPU, NVtop is a powerful tool for monitoring your GPU’s performance. Using nvidia-smi, you can monitor GPU usage in real time and log the data. For a more visual approach, GNOME System Monitor and Mission Center Nov 10, 2020 · Nvidia System Monitor Qt is a new graphical tool to see a list of processes running on the GPU, and to monitor the GPU and memory utilization (using graphs) of Nvidia graphics cards. Aug 20, 2019 · If you have an Nvidia GPU, there are two tools on Linux to help you monitor its performance — NVTOP and Nvidia-SMI. In Windows, I rely on GPU-Z for this information. Then comes figures: temperature, GPU workload, and memory usage. First, we describe some common video card setups. 11. 1s) -v --version : Print the version and exit -s --gpu-select : Column separated list of GPU IDs to monitor -i --gpu-ignore : Column separated list of GPU IDs to ignore -p --no-plot : Disable bar plot -C --no-color : No colors -N --no-cache : Always query the system for user names and command Mar 2, 2024 · Here are 3 simple ways to see your current GPU VRAM usage for both NVIDIA and AMD graphics cards on most available Linux distributions. By default, nvidia-smi is available as part of the NVIDIA GPU drivers package. Currently tested only on AMD Polaris11 GPU (Radeon RX 560) Exactly the GPU that I have! 😄 And got really annoyed a few days ago that I customized KDE Plasma's system monitor to show some stats about te GPU too, but besides the name (which was not even precise) it could not display anything, not even the GPU and the memory usage that I was interested in. 04. 12. Which, allows to add a Vulkan and OpenGL overlay for monitoring FPS, temperatures, CPU/GPU load and more while gaming. From great CLI tools, like all of the *tops (top, htop, bpytop, gotop, etc. We can check many GPU environment features using options for nvidia-smi. With its real-time monitoring, customizable interface, and low overhead, NVtop is a great choice for anyone who needs to keep an eye on their GPU’s performance. For command-line enthusiasts, nvidia-smi and radeontop are great options. . This tool opens a terminal window displaying live GPU statistics using nvidia-smi, updated every second. Step 6: Set maximum GPU Power Consumption. For example, if you want to display the GPU usage with the period of 2 seconds, we need to type . You can use it to monitor GPU usage with nvidia-smi or rocm-smi. May 11, 2014 · It can be used for fancy graphics or to locate the weakest chain in the GPU rendering process when trying to determine why some tasks are so slow. This command will output the GPU usage, GPU power, and used GPU resources with a period of 1 second. watch -n 2 nvidia-smi Jul 26, 2024 · Monitor Server CPU, GPU, Storage and Memory Usage NVIDIA-SMI. Got all those results above. You can use the Nov 11, 2023 · sudo dnf install gpu-utils. Mar 25, 2025 · Let’s start by building a solid understanding of nvidia-smi. 7. Features Real-Time Monitoring: Displays up-to-date GPU usage, temperature, memory utilization, and more. Glances has most everythingbut not a GPU usage. Now run gpu-ls to list AMD GPU details: For real-time textual monitoring in terminal, use gpu-mon: To launch a graphical GPU monitor window: gpu-mon --gui. Sep 13, 2024 · Here are a couple of useful tools that help you monitor GPU usage on Ubuntu and other Linux distros. # Monitor mode (when the display mode is omitted, `NVITOP_MONITOR_MODE` will be used) $ nvitop # or use `python3 -m nvitop` # Automatically configure the display mode according to the terminal size $ nvitop -m auto # shortcut: `a` key # Arbitrarily display as `full` mode $ nvitop -m full # shortcut: `f` key # Arbitrarily display as `compact Sep 27, 2018 · I tried to run tensorflow-gpu on Ubuntu 18. watch -n 1 nvidia-smi. y kernel and above, and ensure the presence of the /dev/vcio device. Mar 17, 2025 · Step 5: List running GPU Processes. nvtop command – Awesome Linux task monitor for NVIDIA, AMD & Intel GPUs. A nice feature of atop is that it logs system activity in 10-minute intervals (by default). Let’s install it with pip: $ pip install --upgrade nvitop Then, we’ll obtain an elegant, real-time output by issuing: $ nvitop The type of the GPU process, G or C, is shown immediately after its PID. For a broader overview, lspci -v scans the system’s PCI devices, highlighting the GPU among them. On Ubuntu, we can install it with apt: $ sudo apt install gpustat. This can be done with tools like nvidia-smi and gpustat from the terminal or command-line. The components shown on a computer monitor are controlled by a specialized circuit board known as a video card. It makes use of the nvidia-smi tool to get the GPU information. Is there any program like htop which can tell me the GPU RAM consumption when I train a "Deep Learning" model? This command will show you detailed information about your NVIDIA GPU, including its usage, temperature, and memory usage. The NVIDIA System Management Interface (nvidia-smi) command shows the GPU’s temperature at 50°C, performance state (P0), power consumption at 140W (out of a 370W capacity), memory utilization at 1471MiB of 10240MiB, and overall GPU utilization at 27%. It is also known as a graphics processing unit or GPU and is responsible for calculating 3D visuals and pictures for use in Linux gaming and other applications. Mar 21, 2024 · The terminal output provides key statistics for GPU usage monitoring. Alternatively, a reporting script is available on GitHub that can also be setup for monitoring GPU usage on Linux VMs, see compute-gpu-monitoring monitoring script. cyberithub@ubuntu:~$ nvidia-smi pmon . The top Linux GPU monitor tools for GPU monitoring, diagnostic purpose, and operating system FreeBSD are: glmark2_ Stress testing GPU performance on Linux; for_gears_ Simple Linux Performance tool; gpustat_ A simple tool to gather Nuidia GPU stats on Linux and FreeBSD; Intel_ gpu_top_displaying_ a top summary of intel GPU usage on Linux Dec 22, 2024 · Monitor GPU Stats: In NVIDIA X Server Settings, click on the "GPU 0" tab to view information about your GPU, including temperature, usage, memory usage, and power consumption. Jun 18, 2023 · $ nvtop --help nvtop version 1. For Intel GPU's you can use the intel-gpu-tools. Mar 12, 2025 · MangoHud is a powerful and lightweight tool designed for gamers, developers, and anyone who wants to monitor their system’s performance in real-time. This script is not actively maintained. So, I was looking around in firefox and I found hardware acceleration. Linux for monitoring CPU, RAM, GPU, VRAM. Oct 10, 2022 · Introduction. NVTOP (Nvidia TOP) is a nifty command line application that gives you a full report on the utilization of your NVIDIA Graphics card hardware statistics on Linux systems. Monitoring GPU Usage and Logging. 04 LTS with a Geforce 650 GPU. Using NVTOP. Setting Up Regular Monitoring. Check out our offerings for compute, storage, networking, and managed databases. It offers insights into GPU status, memory usage, GPU utilization, thermals, and running processes, among other details. Listing the GPU Dec 17, 2024 · The nvidia-smi command is a powerful utility provided by NVIDIA that assists in the management and monitoring of NVIDIA GPU devices. Nov 12, 2024 · Here’s how to do the job in Debian, Ubuntu, and Linux Mint based systems. There are many tools for checking and monitoring the GPU activity of various GPUs like Nvidia, AMD, or Intel GPU. Thanks for learning with the DigitalOcean Community. Using Third-Party Monitoring Tools. 0. After installing intel-gpu-tools, you can show GPU usage using the intel_gpu_top command. GPU is an expensive resource, and deep learning practitioners have to monitor the health and usage of their GPUs, such as the temperature, memory, utilization, and the users. If you want to monitor the usage of your GPU in real-time, you’ll need to give NVTOP a try. The tool comes with several commands, but Nov 5, 2024 · In this article, we saw how to use various tools to monitor GPU utilization on both remote and local linux systems. Now I change the Google keyword just a little bit for the results below. For NVIDIA and AMD graphics card, there’s a htop like task monitor called nvtop (Neat Videocard TOP). To set up periodic monitoring, use the -l option in nvidia-smi to specify the update interval. Posso usar o nvtop para monitorar a temperatura da GPU? Sim, o nvtop fornece dados em tempo real sobre a temperatura da GPU junto com outras estatísticas. But those really miss one essential aspect of resource monitoring, specially for desktop users. This will update the GPU usage information every second. Mar 21, 2024 · Below are the methods to monitor the performance and usage of NVIDIA GPUs on Ubuntu: Using NVIDIA System Management Interface (nvidia-smi): The NVIDIA System Management Interface, known as nvidia-smi, is a powerful command-line utility included with NVIDIA GPU drivers. I decided to see if my GPU was actually being utilized and found that I have no GPU usage in my System monitor, Htop or Glances or tops So, I was curious if there was a System monitor in linux that does show GPU usage. Here are the steps to show GPU usage: Open a terminal window. In case of Intel integrated GPUs we can use some tools from intel-gpu-tools, like for example: intel_gpu_time: just like time, but will show average CPU and GPU usage for the application it Sep 25, 2019 · GPU usage monitoring (CUDA) (21 answers) Closed 5 years ago . Some popular tools include: Glances: A cross Sep 11, 2024 · It is important to keep tabs on your CPU and memory usage in order for a system to continue running smoothly. nvidia-smi is the Swiss Army knife for NVIDIA GPU management and monitoring in Linux environments. It shows real-time GPU and GPU Memory usage in both total and per process basis, along with temperature, power usage, and graph information. There are also several third-party monitoring tools available for Ubuntu that provide more advanced features for monitoring GPU usage. Tanto si eres un jugador, un profesional de las aplicaciones con uso intensivo de gráficos o alguien interesado en el rendimiento de los modelos de aprendizaje automático, puede ser crucial entender cómo comprobar el uso de tu GPU NVIDIA. Next, ways to enumerate graphics controllers are explored. Sep 23, 2024 · Most Linux users are well aware how to view the current CPU usage; mostly by using the top or the more modern htop commands. Mar 29, 2022 · As well as the tools listed above, there are many other options for monitoring GPU usage. Feb 3, 2025 · Let us see the top 7 Linux GPU monitoring and diagnostic command-line tools to solve issues. For Nvidia GPUs there is a tool nvidia-smi that can show memory usage, GPU utilization and temperature of GPU. Mar 25, 2025 · Although they’re often barebone, Linux machines sometimes have a graphical processing unit (GPU), also known as a video or graphics card. 12. The following tools work on Linux for GPU monitoring and diagnostic purposes and other operating systems such as FreeBSD. After that, we look at renderer information as a means to acquire GPU information. It will continually update the gpu usage info (every second, you can change the 1 to 2 or the time interval you want the usage info to be updated). The output from the nvidia Este artículo proporciona una guía completa sobre cómo monitorear el uso de tarjetas gráficas NVIDIA en Ubuntu. Use sudo lshw -C display to list detailed information about all display adapters, including the GPU model and driver. A Python script that reads the latest CSV logs and visualizes the GPU power and memory usage using a real-time plot. If you want to monitor the stats including video memory use in real-time, read on. You’ll need to be using the proprietary Nvidia drivers for your GPU to be able to use it. I use this one a lot: ps f -o user,pgrp,pid,pcpu,pmem,start,time,command -p `lsof -n -w -t /dev/nvidia*` Apr 8, 2024 · Another tool to monitor GPU is gpustat. This basic output provides us with the GPU index and GPU name first. Finally, generate historical graphs and charts of GPU stats with: gpu-plot. Reading the performance counter may deactivate the power saving feature of APU/GPU. More Options to nvidia-smi. Type the following command and press Enter to launch intel_gpu_top: intel_gpu_top. May 23, 2024 · I noticed there is no GPU Usage display in the System Monitor. It works as an overlay for Vulkan and OpenGL applications, displaying important information like FPS (frames per second), CPU and GPU usage, temperatures, and more. Thanks! Mar 8, 2025 · Monitoring GPU Usage in Real-Time Using Watch Command. Mar 25, 2025 · In this tutorial, we’ll discuss ways to check which GPU is currently active and in use. Como posso descobrir a memória total da minha GPU NVIDIA? A memória total é listada na saída nvidia-smi ao lado do nome da GPU, medida em MiB (Mebibytes). The installation process went just fine and it is possible to use tensorflow in my virtual environment. -gm, --gpu_metrics, --gpu-metrics Dump gpu_metrics for all AMD GPUs. Intel. On non-raspberry pi os, you need to use the linux-rpi 6. Time saving hint: The AMD solution is the last one. 1. method 2: use the open source monitoring program glances with its GPU monitoring plugin GPU-Viewer is an essential graphical tool for Linux users who want to monitor and analyze their graphics processing unit performance. In other words, you can use this interactive Mar 25, 2025 · Real-time monitoring is, in the world of high-performance computing and GPU-intensive workloads, invariably indispensable. Arch Linux: sudo pacman -S gpu-utils. NVIDIA Management Interface (nvidia-smi) is a cross-platform command line utility that monitors attached GPU devices, VRAM usage,and performance statistics on a GPU-powered Linux Server. This versatile tool is integral to numerous applications ranging from high-performance computing to deep learning and gaming. You can also log the output to Apr 2, 2017 · Using Arch Linux, intel-gpu-tools can be simply installed via sudo pacman -S intel-gpu-tools or by using a pacman wrapper of your choice, like yaourt. This tool consists of two main parts: A bash script that continuously logs GPU power and memory usage to a CSV file. AMD has two options. If anyone could point me into the right direction to get a GPU usage display in the Resources tab, that would be amazing. fglrx (closed source drivers): aticonfig --odgc --odgt And for mesa (open source drivers), you can use RadeonTop. But what about the GPU usage, the usage from the Graphics Processing Unit? Luckily there are commands available, but most of them are not very well known (yet). GPU usage. Sep 9, 2023 · Here are the command-line commands you can use to monitor the temperature, memory, and GPU speeds of your Intel Arc-based video card: To get the temperature of your video card, you can use the following command: May 28, 2024 · I'm looking for a way to view GPU details and monitor its memory usage in Linux Mint. The nvtop command is a ncurses-based (new curses lib that displays info in terminals) GPU status viewer for AMD, Intel and NVIDIA GPUs. So, in our case we will use it to monitor GPU usage of a running job over time. Windows 11 PCs have handy tools or widgets to help you easily monitor your CPU, GPU Feb 10, 2025 · The nvidia-smi command is a powerful tool for NVIDIA GPU users, offering detailed insights into GPU performance and usage. Dec 10, 2023 · This procedure will guide you through monitoring GPU usage regularly, identifying processes, and terminating those that are wasting GPU RAM on a Linux system (assuming NVIDIA GPUs are in use). The Rick‘s Lab GPU tools provide quick and --single, --single-gpu Display only the selected APU/GPU --no-pc The application does not read the performance counter (GRBM, GRBM2) if this flag is set. The majority of Linux and FreeBSD users these days use Nvidia, Intel, and AMD GPUs. Apr 18, 2018 · method 1: use nvidia-smi. Is there a way to enable this? I do have an NVIDIA GPU so maybe its not showing due to some proprietary driver bs? I'm not too sure how this all works. Apr 27, 2025 · 6. sudo apt install radeontop radeontop Mar 20, 2025 · Either way, keeping an eye on your GPU usage is a great habit to get into. For NVIDIA GPUs, you can run: watch -n 1 nvidia-smi. Oct 1, 2024 · Mission Center is a modern system monitoring tool designed for Linux desktops, offering a sleek interface and robust features. Sep 17, 2024 · Install on RedHat Enterprise Linux (RHEL): For example, to monitor power usage, GPU utilization, temperature, and memory utilization, run amd-smi monitor-putm. This helps track GPU utilization over long periods and optimize performance. FAQ. ) to great GUI tools (with KDE's newer resource monitor particularly REALLY great when it comes to presenting resource usage in a clean way to the user). Whether you’re a gamer seeking optimal performance, a developer debugging graphics applications, or a system administrator monitoring hardware health, GPU-Viewer provides critical insights into your system’s graphics capabilities. Q: What is the best tool for monitoring GPU usage on Linux? A: The best tool depends on your specific needs and preferences. Most Linux distributions include a free open-source mangohud package in their system repositories. 13. For a more in-depth look, see this blog post on Tracking system resources with Weights and Biases. However it would be nice to see each process running on the GPU. 3. Feb 10, 2025 · To check GPU on Linux, the lshw and lspci commands are invaluable. Supports GPU frequency, temperature, utilization, per-process utilization, GPU memory usage, and H264 decoding utilization. By using NVIDIA X Server Settings, you can easily monitor GPU stats while gaming on Linux and make adjustments to optimize performance. However I am not able to monitor the GPU usage with nvidia-smi command except for the overall temperature and memory usage. Jan 22, 2025 · The command for monitoring the resources is . in your terminal, issue the following command: $ watch -n 1 nvidia-smi. May 6, 2024 · Monitor AMD/NVIDIA GPU usage in Ubuntu. Feb 22, 2023 · How to Show Gpu Usage After Installing Intel-Gpu-Tools. If you are looking to set maximum gpu power consumption in watts, you have to use -pl option to set the limit Another useful monitoring approach is to use ps filtered on processes that consume your GPUs. Both GUI and command line tools have been covered. 0 Available options: -d --delay : Select the refresh rate (1 == 0. 6 days ago · This document covers the procedures for monitoring GPUs on Linux VMs by using the Ops Agent. The watch command is a handy tool that allows you to run a command repeatedly and display its output in real-time. It provides the best nvidia-smi commands to monitor and track your GPU, and it is installed with the CUDA toolkit. If you are looking to display all the running gpu processes then run nvidia-smi pmon command as shown below. Mar 29, 2023 · Let us see how to install the nvtop command on your Linux distro and monitor GPU tasks. It provides detailed insights into various aspects of your computer, such as CPU, memory, disk, network, and GPU usage. Apr 8, 2024 · Yet another GPU monitor is nvitop. Be it for cryptocurrency mining, a gaming server, or just for a better desktop experience, active graphics card monitoring and control can be essential. If you're already using a logging library like Weights & Biases, then some GPU monitoring statistics are often built-in by default. Could you please recommend a similar tool or method for Linux Mint? Mar 6, 2021 · --query-gpu=<>や--query-compute-apps=<>オプションで出力情報を指定した上で--format=csvとすると、結果がシンプルなCSV形式で出力される。さらに-lや-lmsオプションと組み合わせると定期的に実行した結果が得られる。--query-gpu=<>はGPU単位での情報。出力したい The NVIDIA System Management Interface (nvidia-smi) is a command-line utility based on the NVIDIA Management Library (NVML) designed to help manage and monitor NVIDIA GPU devices. It provides real-time information about various aspects of the system, including the CPU, GPU, memory, disk, and network usage. Let’s start gpustat with the –watch option for real-time statistics: $ gpustat --watch. The output is given below. vmgd wifv gbt gpfuin zyzal qnog caghvo gqcxthh oukrpu xaserkp