{"repo":"fgaim/gpuview","free":true,"listed":false,"github":"https://github.com/fgaim/gpuview","clone":"git clone https://github.com/fgaim/gpuview.git","description":"A lightweight web dashboard for monitoring GPU usage","language":"Python","stars":218,"topics":["gpu-monitoring","deep-learning-training","dashboard","gpu","stats"],"license":"MIT","category":"dashboards-admin","readme_excerpt":"gpuview 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. This can be done with tools like nvidia-smi and gpustat from the terminal or command-line. Often times, however, it is not convenient to ssh into servers to just check the GPU status. gpuview is meant to mitigate this by running a lightweight web dashboard on top of [ gpustat ][repo gpustat]. With gpuview one can monitor GPUs on the go, through a web browser. Moreover, multiple GPU servers can be registered into one gpuview dashboard and all stats are aggregated and accessible from one place. The dashboard features live auto-refresh (every 3 seconds) and includes interactive tooltips, temperature-based color coding, and pause/resume controls for real-time GPU monitoring. Dashboard view of nine GPUs across multiple servers: Setup Python 3.9 or higher is required. Install from [PyPI][pypi gpuview]: [or] Install directly from repo: gpuview installs the latest version of gpustat from pypi , therefore, its commands are available from the terminal. Usage gpuview can be used in two modes as a temporary process or as a background service. Run gpuview Once gpuview is installed, it can be started as follows: This will start the dashboard at http://0.0.0.0:9988 . By default, gpuview runs at 0.0.0.0 and port 9988 , but these can be changed using --host and --port . The safe-zone option means report all detai","default_branch":null,"files":null,"tree":[],"storefront":"/r/fgaim","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/fgaim/gpuview/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}