This course will deep dive into the AMD Instinct™ GPU architecture and its ROCm™ ecosystem, including the tools to port or/and migrate their application (HPC/AI) on AMD GPU through HIP (Heterogeneous-computing Interface for Portability) as run them in a multi-node environment. An introduction to RocOps, the AMD software stack for AI, will be provided to attendees, including optimized execution engine for deep learning neural networks.
After this course, participants will
Online course Organizer: HLRS, University of Stuttgart, Germany
Sep 29, 2022 08:45
Sep 30, 2022 16:15
Online
English
Intermediate
Code Optimization
Deep Learning
GPU Programming
Machine Learning
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Some knowledge in GPU programming, e.g., CUDA, and AI/Deep Learning
See also the suggested prereading below (resources and public videos).
Basic: 1 hours Intermediate: 4 hours Advanced: 6 hours
Learn more about course curricula and content levels.
Essam Morsi, Adil Lashab and Philipp Samfass (AMD)
08:45 - 9:00 Drop in to Zoom
This course is already fully booked.
This course is free of charge.
Khatuna Kakhiani phone 0711 685 65796, kakhiani(at)hlrs.de Lorenzo Zanon phone 0711 685 63824, zanon(at)hlrs.de
HLRS is part of the Gauss Centre for Supercomputing (GCS), which is one of the six PRACE Advanced Training Centres (PATCs) that started in Feb. 2012.
HLRS is also member of the Baden-Württemberg initiative bwHPC.
This course is also provided within the framework of the bwHPC training program. This course is not part of the PATC curriculum and is not sponsored by the PATC program.
http://www.hlrs.de/training/2022/GPU-AMD
See the training overview and the Supercomputing Academy pages.
Oct 21 - 22, 2025
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Stuttgart
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Hybrid, Stuttgart
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