Training event of EuroCC Cyprus, May 23rd & 24th, 2023
This event is part of the EuroCC2 project and the National Competence Center activities, in collaboration with the Greek National Competence Center. More details here.
For following the hands-on practicals of the "GPU CUDA Programming" session, attendees should be familiar with programming in C/C++
All attendees will need to bring a laptop or tablet with the following:
- A web browser
- A PDF viewer
- An ssh client, e.g. a terminal for Mac or Linux, or Windows with WSL or PuTTy (for the "GPU CUDA Programming" session)
- The ability to edit text files on a remote server. E.g. via text-based Emacs or Vim, or via the VS Code Remote - SSH extension or similar (for the "GPU CUDA Programming" session)
| Time | Subject & Speaker |
|---|---|
| 09:45 - 10:00 | Introduction |
| 10:00 - 11:15 | Large-scale generative models for language and vision (including LLMs): How they work – and what we still do not know about them. Constantine Dovrolis and Mihalis Nicolaou |
| 11:15 - 11:30 | Break |
| 11:30 - 13:00 | PyTorch Neural Networks: Running on CPUs and GPUs. Pantelis Georgiades |
| 13:00 - 13:30 | Lunch Break |
| 13:30 - 14:30 | Research seminar: "Tensorization and uncertainty quantification in machine learning". Yinchong Yang, Siemens AG |
| 14:30 - 15:00 | Break |
| 15:00 - 16:30 | Streamlined Data Analysis with NBML: Harnessing AI Algorithms for Predictive Modelling. Nikos Bakas |
| Time | Subject & Speaker |
|---|---|
| 10:30 - 12:00 | Efficient Data Cleaning and Pre-processing Techniques for Robust Machine Learning. Charalambos Chrysostomou |
| 12:00 - 13:15 | Lunch Break |
| 13:15 - 14:45 | GPU CUDA Programming – Session 1. Giannis Koutsou |
| 14:45 - 15:00 | Break |
| 15:00 - 16:30 | GPU CUDA Programming – Session 2. Giannis Koutsou |