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GPUstat-web-enhanced

Enhanced gpustat-web, a web interface of gpustat -- aggregating gpustat across multiple nodes.

demo

Improvements

  • Add cpu, memory, network and cuda infomation
  • Add GPU usage rankings using sqlite
  • Arrange the codes in an extensible way (try implementing another worker!)

Requirements

Server:

  • Python 3
  • gpustat_web
  • aiosqlite

Nodes:

  • sysstat
  • gpustat

Installation

  1. Download this repo
  2. Install required python packages
  3. Run python app.py

Structure

structure

Notes

This project is in alpha version.

To-do

  • Re-arrange the context and workers.
  • Modify the Worker class.
  • Nicer HTML file.
  • Detailed installation instructions.

Acknowledge

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