Course/Event Essentials
Event/Course Start
Event/Course End
Event/Course Format
Online
Primary Event/Course URL
Training Content and Scope
Scientific Domain
Technical Domain
Level of Instruction
Beginner
Sector of the Target Audience
Research and Academia
HPC Profile of Target Audience
Application Users
Language of Instruction
Other Information
Organiser
Supporting Project(s)
EuroCC/CASTIEL
Event/Course Description
The workshop is aimed for users who want use Machine Learning and Artificial Intelligence methods, techniques and algorithms with modern NVIDIA GPGPU cards (V100 and A100) and frameworks (i.e. CNN Primer and Keras).
Agenda
Day 1 (Intro) February 24, 2022: 9:30am - 12:30pm CET
- 09:30 AM - 09:45 AM: Welcome (Moderator)
- 09:45 AM - 10:00 AM: Connecting to a cluster
- 10:00 AM - 10:30 AM: Introduction to GPU computing (Lecture)
- 10:30 AM - 11:30 AM: Introduction to AI (Lecture)
- 11:30 AM - 12:30 PM: CNN Primer and Keras 101 (Lecture and Lab)
Day 2 (Advanced) February 25, 2022: 9:30am - 1:00pm CET
- 09:30 AM - 11:00 AM: Tropical cycle detection (Lab + Challenge)
- 11:00 AM - 11:15 AM: Break
- 11:15 AM - 12:45 PM: Steady Flow Estimation (Challenge)
- 12:45 PM - 1:00 PM: Wrap up and Q&A