Agenda
Monday, 20 April 2026 β Tutorial Day
| Start Time | Room 1 Session Title |
Presenter | Room 2 Session Title |
Presenter |
|---|---|---|---|---|
| 8:00 | Tutorial Registration and Welcome | |||
| 8:30 | Architecture, ROCm and System Setup; Containers | Bob Robey (AMD) | ||
| 9:00 | What is AI, machine learning, deep learning, statistical learning, applications and principles? | Carlos Cotrini (ETH Zurich) | Architecture, ROCm and System Setup; Containers | Bob Robey (AMD) |
| 10:15 | Coffee Break | |||
| 10:30 | Neural network basics, training and validation | Carlos Cotrini (ETH Zurich) | Performance and Tooling (Intro), and HIP Programming | Bob Robey (AMD) |
| 11:15 | PyTorch fundamentals, tensors, simple models, datasets and loaders | Carlos Cotrini (ETH Zurich) | Profiling (Hands-on Focus); AI Topics | Bob Robey (AMD) |
| 12:30 | Lunch | |||
| 13:30 | Convolutional neural networks, feature extraction, simple CNN example | Carlos Cotrini (ETH Zurich) | OpenCHAMI: Introduction and tooling familiarization + Fundamentals | Alex Lovell-Troy (LANL) |
| 14:30 | Convolutional neural networks, feature extraction, simple CNN example | Carlos Cotrini (ETH Zurich) | Practicum 1 + Advanced Concepts for Large-scale HPC Automation and Orchestration | Alex Lovell-Troy (LANL) |
| 14:45 | Autoencoders, encoding and decoding concepts | Carlos Cotrini (ETH Zurich) | Practicum 1 + Advanced Concepts for Large-scale HPC Automation and Orchestration | Alex Lovell-Troy (LANL) |
| 15:00 | Coffee Break | |||
| 15:15 | Language models, autoregression, transformers, large language models | Carlos Cotrini (ETH Zurich) | Practicum 2 (Continued) + Discussion and Questions | Alex Lovell-Troy (LANL) |
| 16:15 | Optional extension for questions, discussion, or hands-on exercises | Carlos Cotrini (ETH Zurich) | Practicum 2 (Continued) + Discussion and Questions | Alex Lovell-Troy (LANL) |
| 16:30 | Optional extension for questions, discussion, or hands-on exercises | Carlos Cotrini (ETH Zurich) | OpenCHAMI wrap-up / discussion / Q&A | Alex Lovell-Troy (LANL) |
| 17:30 | Tutorial Day Closing |