Using GPUs with Python: NVIDIA Workshop
- Event Type
- Conference/Workshop
- Sponsor
- NCSA, Research IT, Delta Project, NVIDIA
- Date
- Sep 12, 2023 1:00 - 3:00 pm
- Speaker
- Zoe Ryan (NVIDIA)
- Registration
- Registration form
- Contact
- Bruno Abreu
- babreu@illinois.edu
- Views
- 299
- Originating Calendar
- NCSA Research Consulting Training Events
In this workshop, you'll get hands-on experience accelerating Python codes with NVIDIA GPUs. We will utilize code samples in two main categories to introduce you to Python GPU accelerated computing. First, we will explore drop-in replacements for SciPy and NumPy code through the CuPy library. Then we’ll cover NVIDIA RAPIDS, which provides GPU acceleration for end-to-end data science workloads. We'll finish with an end-to-end example that incorporates all the tools introduced to tackle a geospatial problem. By the end of the workshop, you'll have the skills to start accelerating your own Python codes with NVIDIA GPUs!