Performance Tools for Machine and Deep Learning

Thursday 26 Oct 2023, 09:00 → 16:00 Europe/Berlin

GWDG

In this workshop profiling and optimization tools for deep neural network will be presented. This will be accompanied by hands-on on GPU-systems. Tools to be presented are: Pytorch Profiler, DeepSpeed, Nsight Systems and LIKWID 

Introduction to Deep Learning Infrustructure¶

Convener: Jack Ogaja

10:00 Coffee Break

Insights into Grete GPU System¶

Conveners: Jack Ogaja, Tino Meisel

12:00 Lunch Break

Profiling Tools for Deep Learning Workflows¶

Convener: Hauke Kirchner (GWDG)

14:30 Coffeee Break

Roofline Model for Deep Learning Workloads¶

Convener: Jack Ogaja