Bringing Deep Learning Workloads to JSC Supercomputers (training course, online, 4th run)
Dr. Alexandre Strube
(Kurs-Nr. 8720254 im Trainingsprogramm 2025 des Forschungszentrums Jülich)
Dieser Kurs findet als Online-Veranstaltung statt. Der Link zur Streaming-Plattform wird den Teilnehmenden nach der Anmeldung zur Verfügung gestellt. Die Kurssprache ist Englisch.
Inhalt:
Fancy using High Performance Computing (HPC) machines for AI? Fancy learning how to run your code on one of Europe's fastest supercomputers, the JUWELS Booster at Forschungszentrum Jülich?
In this workshop, we will guide you through the first steps of using the supercomputer machines for your own AI application. This workshop should be tailored to your needs - and our team will guide you through questions like:
- How do I get access to the machines?
- How do I use the pre-installed, optimised software?
- How can I run my own code?
- How can I store data so I can access it fast in training?
- How can I parallelise my training and use more than one GPU?
In this workshop, we will try to get your code and your workflow running and make your start on a supercomputer as smooth as possible. After this course, you are not only ready to use Helmholtz AI COmputing REsources (HAICORE) but you have made your first steps into unlocking compute resources up to the largest scales for your AI application with a compute time proposal at the Gauss Supercomputing Center.
This workshop takes place in a small group, so there will be plenty of room for your questions.
Voraussetzungen:
This course assumes that you have some initial experience with running Python and Machine Learning frameworks like TensorFlow and PyTorch.
Sprache:
The course is given in English.
Dauer:
2 half days
Zeit:
2-3 December 2025, 13:00-17:00 each day
Ort:
Online
Anzahl der Teilnehmenden:
Minimum 5, maximum 25
Referierende:
Dr. Alexandre Strube, JSC
Sabrina Narimene Benassou, JSC
Kontakt:
- Jülich Supercomputing Centre (JSC)
Raum 3001/3002
Anmeldung:
Please register here for the course: https://indico3-jsc.fz-juelich.de/event/254/registrations/189/