imneonizer / moosync

A GPU scheduling and collaboration tool

Moosync

A GPU scheduling and collaboration tool.

Installation Instructions

• Production

  pip install moosync

• Development

  python setup.py develop

Usage

Users can get any GPU if they have enough memory available, once selected these GPUs are marked as claimed in the dashboard. Users need to sign up and create profile and then they can authenticate to the server using below command:

# login to default server
moosync -t <your-token>

# login to a specific server
moosync -t <your-token> -a http://192.168.0.145:5000

A simple technique to use moosync is export CUDA_VISIBLE_DEVICES=$(moosync -g 0,1,2)

• To claim GPUs (return immediately even if they are occupied)

  moosync -g 0,1,2

• To claim specific GPUs only if they are at least 45% free (wait until they become available)

  moosync -g 0,1,2:free.45

• To claim all GPUs which are atleast 60% free (wait until they become available)

  moosync -g *:free.60

• To clear all GPUs (mark them as unoccupied in the dashboard)

  moosync -g clear

• To clear few GPUs (mark them as unoccupied in the dashboard)

  moosync -g 0,1:clear

Additional commands

• Get logs

  moosync -l

• List available GPUs and running moosync daemon

  moosync -ls

• Kill all running GPU sync services in background

  moosync -k

Server Setup

coming soon...