Welcome to SURF HPML Blogs!

SURF HPML documentation!

The high performance machine learning group at SURF facilitates efficient deep learning usage on the Dutch national supercomputer. Here we provide the documentation for our tutorials, presentations and blogposts!

Our group has in-house expertise on several topics including computational histopathology, GPU programming, physics informed DL, multi-modal Learning and large language modelling! For more information please go to this post about ML in HPC environments!

Warning

This project is currently under verocious development.

This GitHub template includes tutorials, blogposts and slides.

SURF Website: https://www.surf.nl/

Repository: https://github.com/Cryptheon/hpml-surf

Author: Bryan Cardenas Guevara

Contents:

Tutorials:

• Large Language Models on Snellius
• Profiling with PyTorch