Cyfronet AI For Science Bootcamp

Europe/Warsaw
online

online

Description

"Cyfronet AI For Science Bootcampworkshop 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).    

Registration at workshop webpage - https://www.gpuhackathons.org/index.php/event/cyfronet-ai-science-bootcamp

Training is going to be conducted on ACC Cyfronet AGH HPC services. Registration is open till 9 February 2022.

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

Duration

 

4-4.5 hours each day

Venue

Training is going to be conducted via Zoom through link provided for registered participants.

Language

English

Level

beginner

Organized by

ACC Cyfronet AGH

  • Thursday, February 24
    • 9:30 AM 12:30 PM
      Welcome (Moderator): Day 1 - Intro
      Convener: Klemens Noga (ACC Cyfronet AGH)
      • 9:30 AM
        Welcome 15m
        Speaker: Klemens Noga (ACC Cyfronet AGH)
      • 9:45 AM
        Connecting to a cluster 15m
        Speaker: Klemens Noga (ACC Cyfronet AGH)
      • 10:00 AM
        Introduction to GPU computing (Lecture) 30m
      • 10:30 AM
        Introduction to AI (Lecture) 1h
      • 11:30 AM
        CNN Primer and Keras 101 (Lecture and Lab) 1h
  • Friday, February 25
    • 9:30 AM 1:00 PM
      Day 2 - Advanced
      • 9:30 AM
        Tropical cycle detection (Lab + Challenge) 1h 30m
      • 11:00 AM
        Break 15m
      • 11:15 AM
        Steady Flow Estimation (Challenge) 1h 30m
      • 12:45 PM
        Wrap up and Q&A 15m