I organized and hosted the online workshop “Machine Learning on HPC: Advanced Workflows and Tools”, exploring how to run AI jobs efficiently on the LUMI supercomputer.
Speakers:
- Mats Sjöberg (CSC) - Senior Machine Learning Specialist
- Oskar Taubert (CSC) - Machine Learning Specialist
- Yu Tian (Aalto) - Research Software Engineer
- Simo Tuomisto (Aalto) - Research Software Engineer
Topics covered:
- Running AI tasks on LUMI with Slurm and job launchers
- Hyperparameter search strategies (array jobs, Propulate framework)
- HuggingFace Accelerate for multi-GPU training and quantization
- Model deployment guidance
Organizers: Aalto Scientific Computing, CSC IT Center for Science, and LUMI AI Factory
More information at the event page.