Accelerating your applications with AMD GPUs (2-4 December 2025) · System obsługi spotkań E-SCIENCE.PL (Indico)

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Accelerating your applications with AMD GPUs

from Tuesday, 2 December 2025 (13:00) to Thursday, 4 December 2025 (17:00)

Monday, 1 December 2025
Tuesday, 2 December 2025

13:00 Workshop Introduction

13:00 - 13:15

13:15 System Administration

13:15 - 14:00

14:00 System Administration: Hands-on exercises
Hands-on exercises
14:00 - 14:15

14:15 Overview of ML/AI on AMD GPUs

14:15 - 15:00

15:00 Break
Break
15:00 - 15:15

15:15 AI Workflows

15:15 - 16:00

16:00 AI Workflows: Hands-on exercises
Hands-on exercises
16:00 - 16:15

16:15 AI Programming Assistant

16:15 - 17:00
Wednesday, 3 December 2025

13:00 Python for GPUs

13:00 - 13:30

13:30 Python for GPUs: Hands-on exercises
Hands-on exercises
13:30 - 13:45

13:45 OpenMP offloading

13:45 - 14:30

14:30 OpenMP offloading: Hands-on exercises
Hands-on exercises
14:30 - 14:45

14:45 Break
Break
14:45 - 15:00

15:00 HIP and ROCm

15:00 - 15:45

15:45 HIP and ROCm: HIP exercises
HIP exercises
15:45 - 16:00

16:00 GPU-Aware MPI, Ghost Exchange, Affinity

16:00 - 16:45

16:45 GPU-Aware MPI, Ghost Exchange, Affinity: MPI Exercises
MPI Exercises
16:45 - 17:00
Thursday, 4 December 2025

13:00 Optimization and Profiling Overview

13:00 - 13:30

13:30 Pytorch Optimization with LLMs

13:30 - 14:00

14:00 Neural Operators

14:00 - 14:30

14:30 Neural Operators: Hands-on exercises
Hands-on exercises
14:30 - 14:45

14:45 Break
Break
14:45 - 15:00

15:00 AI Surrogates

15:00 - 15:45

15:45 Pytorch Profiling

15:45 - 16:30

16:30 Pytorch Profiling: Hands-on exercises
Hands-on exercises
16:30 - 16:45

16:45 Wrap-up
Wrap-up
16:45 - 17:00