WebGPU Monitor

Description

This web application enables real-time monitoring and management of GPU cards, offering an web interface to nvidia-smi. It is designed to display essential statistics and performance metrics of graphics cards.

Features

Web-based interface to nvidia-smi accessible from any device
Display of GPU usage, temperature, and other critical metrics

Run docker container

Requirements

Before you start, make sure to install the NVIDIA Toolkit for Docker to ensure compatibility with Docker containers managing GPU resources. Follow these steps to install the NVIDIA Toolkit or read more Installing the NVIDIA Container Toolkit

curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg \
  && curl -s -L https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list | \
    sed 's#deb https://#deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://#g' | \
    sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list


sudo apt-get update
sudo apt-get install -y nvidia-container-toolkit

sudo systemctl restart docker

sudo nvidia-ctk runtime configure --runtime=docker
sudo systemctl restart docker

Verify Nvidia docker configuration

docker run -it --gpus all nvidia/cuda:12.1.0-base-ubuntu22.04 nvidia-smi

Run app in docker container

docker pull ghcr.io/robertolechowski/webgpu-monitor:latest
docker run -p 8000:8000 -it --gpus all ghcr.io/robertolechowski/webgpu-monitor:latest

Run app with docker composer

git clone https://github.com/RobertOlechowski/WebGPU-Monitor.git
cd WebGPU-Monitor/docker
docker compose up -d

Run app without docker

git clone https://github.com/RobertOlechowski/WebGPU-Monitor.git
cd WebGPU-Monitor
uvicorn main:app --host 0.0.0.0 --port 8000
# open web browser http://127.0.0.1:8000

Configuration

Edit the config/config.yaml file to specify your preferences

TODO and known bugs

Auto refresh data
Add more info about given GPU. number of cores, etc
Add agent mode and collect data from other hosts
Keep historical data
Add conditional formating of cells like red clor when high temperature

About the Author

This project is developed and maintained by Robert Olechowski. I encourage you to report any issues or bugs you encounter, and I'm always open to any suggestions for improvements. Please feel free to reach out via email or submit an issue on GitHub if you have any questions or need support. Your contributions and feedback are highly valued and play a crucial role in the continuous enhancement of this project.

Email: robertolechowski@gmail.com
Website: robertolechowski.com