AMD Instinct™ GPU Training

Materials for this course

Day 1

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

Day 2

05. Introduction to Programming GPUs with HIP
Slides, Recording, Q'n'A and exercises
06. Porting Code to HIP
Slides, Recording, Q'n'A and exercises
07. Hip and OpenMP® Interoperability
Slides, Recording, Q'A & Exercises
08. Optimizing HIP Applications
Slides, Recording, Q'n'A and exercises

Day 3

09. Kokkos and Performance Portable Languages
Slides, Recording, Q'n'A and exercises
10. GPU-Aware MPI with ROCm™
Slides, Recording, Q'n'A and exercises
11. C++ Standard Parallelism on AMD GPUs
Slides, Recording, Q'n'A and exercises
12. ML and AI on AMD GPUs
Slides, Recording, Q'n'A and exercises

Day 4

14. AMD Debugger: ROCgdb
Slides, Recording, Q'n'A and exercises
15. GPU Profiling - Performance Timelines
Slides, Recording, Q'n'A and exercises
16. Kernel Profiling with Omniperf
Slides, Recording, Q'n'A and exercises
17. Additional AMD Training Materials
Slides, Recording