Apr 26, 2024; Continuing Education
NHR-TrainingsangeboteScaDS.AI-Tutorial: Machine Learning on HPC - Introduction
Speaker(s)
Andrei Politov, Carina Becker, Mariela Sanchez
Start and end time
10:00 AM
-
03:00 PM
Location
Online
Address
Link will be announced after registration.
Due to the heterogeneity of ML applications, the motivation to switch to an HPC system can be manifold, e.g. due to large memory requirements, GPU usage or increase of computation speed. The course presents how a typical ML workflow can be realized in the HPC environment. It is possible to switch to the HPC system at different points in the workflow - depending on the requirements. The development of ML applications is often done by collaborative work within groups, which is also taken into account in the implementation of the ML workflow.