GPU Computing with CUDA and Python

wtorek 27 maj 2025, 15:00 → 16:30 Europe/Warsaw

Online

In collaboration with NCC Latvia and RTU HPC Center, we organize a webinar on "GPU Computing with CUDA and Python". It is an ntroductory overview of massively parallel GPU computing with CUDA using Python programming language. The session commences with an overview of key Python libraries, including CUDA Python, CuPy, and Numba. Participants will learn how to develop custom CUDA kernels and gain a comprehensive understanding of fundamental concepts such as threads, blocks, grids, and streams. Furthermore, the webinar will explore practical aspects of managing concurrency, events, and contexts to ensure efficient execution. Concluding the session, participants will have the opportunity to observe these concepts in action through simple, real-world examples.

Target audience – scientists and programmers who want to use CUDA for scientific application development.

This course is organized by HPC Competences Centres in Latvia and Poland within the EuroCC2 project in collaboration with RTU HPC Center.

The webinar will be in English and it will take place online. The link to the streaming platform will be provided to the registered participants only.

Date and time: May 27, 2025:

• 15:00-16:30 CET
• 16:00-17:30 EET

Instructor: Dr. Sc. Ing. Arnis Lektauers, Riga Technical University

For additional details, please visit the course website here.

PLEASE REGISTER HERE

 

             

1 GPU Computing with CUDA and Python

1. Overview of Python libraries for CUDA programming (CUDA Python, CuPy, Numba);
2. Writing CUDA kernels (kernels, threads, blocks and grids, streams, events, contexts and concurrency);
3. Examples of simple applications.

Mówca: Dr Arnis Lektauers (RTU)