Target group

LUMI users interested in integrating machine learning into existing HPC workflows.

Learning Outcomes

In the morning session, we will consider how ML and HPC applications may be coupled together and then give an overview of SmartSim and show how it can interact with simulation data in HPC applications in order to integrate ML models.
We will show real examples of how SmartSim has been used in different fields of research such as Computational Fluid Dynamics and Climate Modelling.
We also explain how SmartSim can be integrated within an application and how to deploy the resulting workflow.
The afternoon session will take a more hands-on approach where attendees can run examples of hybrid scientific simulation/AI workflows using SmartSim.
Attendees will learn how to launch SmartSim leveraging the system’s native batch scheduler and job launcher and gain a practical understanding of the modifications required to adapt HPC applications to use ML.
We will also provide examples where attendees can run real applications that utilise SmartSim.
Attendees are encouraged to bring their own applications to try with SmartSim in the afternoon session or be prepared consider how SmartSim might be used for their own workflows/applications.

Agenda

(Times in CET)
10:30 Overview of ML and HPC coupling and introduction to SmartSim
11:30 Practical use of SmartSim
12:00 Lunch
13:00 Connecting to LUMI
13:30 Hands on practical examples
15:00 Open session: Discuss using SmartSim in user’s own applications or run more examples
16:00 Finish

Registration

Registration deadline: 23.03.26 at 23:59.
Participants will receive confirmation shortly after the deadline. If your plans change, we kindly ask you to cancel your registration as soon as possible.
The email acknowledging your registration will contain a link to manage it.

Please, do not hesitate to contact the LUMI User Support Team https://lumi-supercomputer.eu/user-support/need-help/ if you need any assistance.