mrunner is a tool intended to run experiment code on different computation systems, without manual deployment and with significantly less configuration. Main features are:

  • prepare remote environment
  • deploy code
  • run experiments
  • use of scheduler, based on mangement of available resources (if remote system supports it)
  • monitor experiments using neptune

Currently slurm and kubernetes clusters are supported. It is also possible to run experiment locally.