This course will give a deep dive into the AMD Instinct™ GPU architecture and its ROCm™ ecosystem, including the tools to develop or port their HPC or AI application to AMD GPUs. Participants will be introduced to the HIP (Hetero-geneous-computing Interface for Portability) programming language for AMD GPUs, other higher-level GPU languages such as OpenMP, OpenACC, and performance portable languages such as Kokkos. In addition, there will be presentations on other important topics such as GPU-Aware MPI, and Affinity. The AMD tool suite, including the debugger, rocgdb, and the profiling tools rocprof, omnitrace, and omniperf will also be covered. A short introduction will be given into the AMD Machine Learning software stack including PyTorch and Tensorflow and how they have been used in HPC.
After this course, participants will
Online course Organizer: HLRS, University of Stuttgart, Germany
Sep 25, 2023 13:00
Sep 28, 2023 17:00
Online
English
Intermediate
Code Optimization
GPU Programming
Machine Learning
OpenMP
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Some knowledge in GPU and/or HPC programming. Participants should have an application developer's general knowledge of computer hardware, operating systems, and at least one HPC programming language.
See also the suggested prereading below (resources and public videos).
Basic: 1 hours Intermediate: 7 hours Advanced: 6 hours
Learn more about course curricula and content levels.
LAB-NOTE series on GPUOpen.com
Quick start guides at Oak Ridge National Laboratory
Bob Robey, Essam Morsi, George Markomanolis (AMD)
12:45 - 13:00 Drop in to Zoom
Please save the September 25-28, 2023, date for this training.
Registration will open in June, 2023, and end on September 8, 2023 at 11:59 PM.
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), 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.
http://www.hlrs.de/training/2023/GPU-AMD
See the training overview and the Supercomputing Academy pages.
June 05 - 07, 2023
June 12 - 13, 2023
June 12 - 14, 2023
June 15 - 16, 2023
June 19 - 23, 2023
Stuttgart, Germany
July 11 - 13, 2023
August 16 - 24, 2023
Online by ETH
September 11 - October 13, 2023
September 13 - 15, 2023
October 16 - 20, 2023
October 30 - December 04, 2023
November 06 - 10, 2023
Hybrid Event - Stuttgart, Germany
