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 

09:00 → 10:00 Introduction to Deep Learning Infrustructure

Convener: Jack Ogaja

10:00 → 10:15 Coffee Break

10:15 → 12:00 Insights into Grete GPU System

Conveners: Jack Ogaja, Tino Meisel

12:00 → 13:00 Lunch Break

13:00 → 14:30 Profiling Tools for Deep Learning Workflows

Convener: Hauke Kirchner (GWDG)

14:30 → 14:45 Coffeee Break

14:45 → 16:00 Roofline Model for Deep Learning Workloads

Convener: Jack Ogaja