Python nvidia-smi Projects

nvitop

5 4,111 7.6 Python

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

Project mention: Nvtop: Linux Task Monitor for Nvidia, AMD and Intel GPUs | news.ycombinator.com | 2024-03-12

That's why the authors recommend pipx for installing nvitop. I am not a sysadmin, but I prefer pipx over relying on the (often outdated) distro sources.
https://github.com/XuehaiPan/nvitop?tab=readme-ov-file#insta...

gpustat

7 3,891 6.7 Python

📊 A simple command-line utility for querying and monitoring GPU status

Project mention: Nvtop: Linux Task Monitor for Nvidia, AMD and Intel GPUs | news.ycombinator.com | 2024-03-12

My favorite would be gpustat [1]. This shows the bare minimum amount of information to let's me know that the training has problems/running well
[1] https://github.com/wookayin/gpustat

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python nvidia-smi related posts

Unable to see processes running on gpu using nvidia-smi command

1 project | /r/UbuntuMATE | 27 Jun 2023
Why does stable diffusion hold onto my vram even when it’s doing nothing. It works great for a few images and then it racks up so much vram usage it just won’t do anything anymore and errors out. Is there a way to free up VRAM every so often? RX 6700XT 12GB VRAM

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CUDA out of memory Error

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Firefox supports AV1 hardware acceleration on Linux

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[P] A webapp for monitoring GPU machines

2 projects | /r/MachineLearning | 21 Nov 2021
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