gpuv (gpu visual) is a python library that provides an interactive dashboard to monitor your gpu usage:
Install with pip:
pip3 install gpuv
To use gpuv, simply run the start command from the cli:
gpuv start
This will launch the interface on another port. Navigate there to monitor your gpu usage live.
On EC2, you will have to tunnel to the port 5000. This can be done by spinning up th ec2 with port forwarding enabled, e.g.
ssh -i <pemkey> -L 5000:127.0.0.1:5000 ubuntu@ec2<...>.com
Then, just run gpuv start in the cli of your ec2, navigate to that port, and you're good to go!
Here's a quick demo video (for those who prefer watching vs reading):
video
To set up gpuv for your own development/extension, use poetry:
pip3 install poetry
poetry install --no-root
python -m gpuv -s
- Support multiple gpu's in one view.
- Local data collection (that you can save to csv).