Course material for the CSC course "High-Level GPU Programming". The course is part of the EuroCC training activities at CSC.
The slides are available here.
Data Parallel C++ Programming Accelerated Systems Using C++ and SYCL
| Time | Topic |
|---|---|
| 09:00-09:15 | Welcome |
| 09:15-10:00 | Introduction to GPUs |
| 10:00-10:30 | GPU execution model |
| 10:30-11:00 | GPU memory hierarchy |
| 11:00-11:30 | Mahti and LUMI Computing Platforms |
| 11:30-12:00 | C++ Refresher |
| 12:00-13:00 | Lunch break |
| 13:00-14:00 | C++ Standard Parallelism |
| 14:20-15:10 | Kokkos and Kokkos exercises |
| 15:10-15:30 | Coffee break |
| 15:30-16:45 | Kokkos and Kokkos exercises |
| 16:45-17:00 | Day 1 wrap-up |
| Time | Topic |
|---|---|
| 09:00-10:30 | Kokkos and Kokkos exercises |
| 10:30-12:00 | SYCL Essentials |
| 12:00-13:00 | Lunch break |
| 13:00-14:00 | SYCL exercises (Essentials) |
| 14:30-15:00 | SYCL advance features |
| 15:00-15:30 | Coffee break |
| 15:30-16:45 | SYCL exercises (Advance Features & Essentials) |
| 16:45-17:00 | Day 2 wrap-up |
| Time | Topic |
|---|---|
| 09:00-09:30 | SYCL Review |
| 09:30-10:10 | Converting CUDA to SYCL |
| 10:10-10:45 | Exercises |
| 10:45-12:00 | Memory optimizations |
| 12:00-13:00 | Lunch break |
| 13:00-13:30 | Multi-GPU programming with MPI |
| 13:30-14:00 | Interoperability with third-party libraries |
| 14:00-15:00 | Exercises & Bring your own code |
| 15:00-15:30 | Coffee break |
| 15:30-16:15 | Exercises & Bring your own code |
| 16:15-16:30 | Day 3 wrap-up & Course closing |
The lectures in this repository are published under CC-BY-SA license. Some of the lectures and exercises are based on Intel copyrighted work and they have their own license (MIT).