utkuozdemir / nvidia_gpu_exporter

Nvidia GPU exporter for prometheus using nvidia-smi binary
MIT License
909 stars 107 forks source link
ai cryptocurrency gaming llm llm-training monitoring nvidia nvidia-gpu nvidia-smi prometheus prometheus-exporter

nvidia_gpu_exporter

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Nvidia GPU exporter for prometheus, using nvidia-smi binary to gather metrics.


[!WARNING] Maintenance Status: I get that it can be frustrating not to hear back about the stuff you've brought up or the changes you've suggested. But honestly, for over a year now, I've hardly had any time to keep up with my personal open-source projects, including this one. I am still committed to keep this tool working and slowly move it forward, but please bear with me if I can't tackle your fixes or check out your code for a while. Thanks for your understanding.


Introduction

There are many Nvidia GPU exporters out there however they have problems such as not being maintained, not providing pre-built binaries, having a dependency to Linux and/or Docker, targeting enterprise setups (DCGM) and so on.

This is a simple exporter that uses nvidia-smi(.exe) binary to collect, parse and export metrics. This makes it possible to run it on Windows and get GPU metrics while gaming - no Docker or Linux required.

This project is based on a0s/nvidia-smi-exporter. However, this one is written in Go to produce a single, static binary.

If you are a gamer who's into monitoring, you are in for a treat.

Highlights

Visualization

You can use the official Grafana dashboard to see your GPU metrics in a nicely visualized way.

Here's how it looks like: Grafana dashboard

Installation

See INSTALL.md for details.

Configuration

See CONFIGURE.md for details.

Metrics

See METRICS.md for details.

Contributing

See CONTRIBUTING.md for details.

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