The Profiling AI Software Bootcamp covers the process and tools needed to profile AI and machine learning applications to fully utilize high-performance systems. Attendees will learn to profile applications using NVIDIA Nsight™ Systems, a system-wide performance analysis tool; analyze and identify optimization opportunities; and improve performance of applications to scale efficiently across systems of any quantity or size of CPUs and GPUs. Additionally, this bootcamp will walk through the system topology to learn the dynamics of multi-GPU and multi-node connections and architecture
The Bootcamp is co-organised by HLRS, JSC, LRZ, VSC Vienna, Cyfronet AGH, IT4Innovations, RISE, LiU, OpenACC.org and NVIDIA for EuroCC Austria, EuroCC Czechia, EuroCC Poland, EuroCC Montenegro, SLING, EuroCC@GCS and EuroCC Sweden, all National Competence Centres for High-Performance Computing.
Online course Organizer: HLRS, University of Stuttgart, Germany
Jul 09, 2025 09:00
Jul 10, 2025 13:30
Online
English
Advanced
Bootcamp/Hackathon
Artificial Intelligence
Code Optimization
GPU Programming
Machine Learning
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Learn more about course curricula and content levels.
Main lecturer: Tosin Adesuyi (NVIDIA)
------ PRELIMINARY AGENDA ------ CEST time:
Day 0 (Mon, July 8): Cluster Dry Run
Day 1 (Wed, July 9): GPU profiling
Day 2 (Thu, July 10): Advanced Topics
Registration will be open soon.
The final participants will be selected and informed after the registration deadline has passed.
This course is offered in cooperation by HLRS, JSC, LRZ, VSC Vienna, Cyfronet AGH, IT4Innovations, RISE, LiU, OpenACC.org and NVIDIA. Registration is done via www.gpuhackathons.org hosted by OpenACC-Standard.org. Your registration data will be transferred to these partners. For legal notes see the Privacy Policy.
Registration closes on July 11, 2025 at 23:55.
Our course fee includes coffee breaks (in classroom courses only).
For lists of EU and EuroCC countries have a look at the Horizon Europe and EuroCC website.
Only participants from institutions belonging to these countries can take part in this course.
Maksym Deliyergiyev phone 0711 685 87261, maksym.deliyergiyev(at)hlrs.de
HLRS is part of the Gauss Centre for Supercomputing (GCS), together with JSC in Jülich and LRZ in Garching near Munich. EuroCC@GCS is the German National Competence Centre (NCC) for High-Performance Computing. HLRS is also a member of the Baden-Württemberg initiative bwHPC.
This course is provided within the framework of EuroCC2.
Within the scope of the EuroCC2 project this training is offered free of charge. By participating in a training free of charge, companies receive state-aid corresponding to the regular market-prices listed in the service portfolio. Please note state-aid regulations in Germany.
EuroCC 2 and EuroCC4SEE have received funding from the European High-Performance Computing Joint Undertaking (JU) under grant agreement No 101101903 and No 101191697. The JU receives support from the European Union’s Digital Europe Programme and Germany, Bulgaria, Austria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, Greece, Hungary, Ireland, Italy, Lithuania, Latvia, Poland, Portugal, Romania, Slovenia, Spain, Sweden, France, Netherlands, Belgium, Luxembourg, Slovakia, Norway, Türkiye, Republic of North Macedonia, Iceland, Montenegro, Serbia, Bosnia and Herzegovina.
http://www.hlrs.de/training/2025/BC-AI-PROFILING-NV
See the training overview and the Supercomputing Academy pages.
April 08 - 09, 2025
May 05 - 08, 2025
May 09 - 23, 2025
Hybrid Event - Stuttgart, Germany
May 27 - 28, 2025
June 03 - 24, 2025
Online (flexible)
June 16 - 17, 2025
June 17 - 18, 2025
November 10 - 14, 2025
