Introduction to machine learning infrastructure

Important

• Some of the material here are adopted from HPC Carpentries https://carpentries-incubator.github.io/hpc-intro/

• Learners are expected to have basic UNIX knowledge as a prerequisite. We have prepared the following training for those who needs this https://training.pages.sigma2.no/tutorials/unix-for-hpc/

• This is a shortened version of the introduction course we deliver for NRIS user, you could access the full course here:

  • Introduction full course: https://training.pages.sigma2.no/tutorials/hpc-intro/

  • GPUs full course: https://documentation.sigma2.no/getting_started/tutorials/gpu.html

  • Upcoming training events: https://documentation.sigma2.no/training/events.html

Topics covered

• Why use a Cluster?
• Accessing software
• Working on a remote HPC system
• Scheduling jobs