AMD Instinct™ GPU Training

Materials for this course

Day 1

01. AMD Roadmap Presentation
— Slides, Recording
02. APU Programming Model
— Slides, Recording
03. OpenMP® Offload for APUs
— Slides, Recording, Exercises
04. OpenMP® Offload for Discrete GPUs
— Slides, Recording, Q'n'A

Day 2

05. Introduction to Programming GPUs with HIP
— Slides, Recording, Q'n'A
06. Porting Code to HIP
— Slides, Recording
07. Optimizing HIP Applications
— Slides, Recording, Q'n'A
08. Debugging With Rocgdb.pdf
— Slides, Recording

Day 3

09. Communication on AMD GPUs
— Slides, Recording, Q'n'A
10. Python for HPC
— Slides, Recording, Q'n'A
11. AI workflows and Containers
— Slides, Recording, Exercises, Q'n'A
12. Kokkos and Performance Portable Languages
— Slides, Recording
13. C++/Fortran Standard Parallelism on AMD GPUs
— Slides, Recording, Q'n'A

Day 4

14. GPU Profiling - Performance Timelines
— Slides, Recording, Q'n'A
15. GPU Kernel Profiling
— Slides, Recording, Q'n'A
16. OpenMP and HIP Interoperability
— Slides, Recording, Q'n'A