AMD-GPU Development Workshop

28 Nov 2023, 13:00 → 30 Nov 2023, 17:00 Europe/Berlin

online

In preparation for the new supercomputer of the MPG with AMD MI300A GPUs in 2024, the MPCDF in collaboration with AMD and Atos offers an online course on AMD Instinct GPU architecture and the corresponding ROCm software ecosystem, including the tools to develop or port HPC or AI applications to AMD GPUs.

Tuesday, 28 November

1 Welcome and Introduction

Speaker: Markus Rampp (MPCDF)

2 Presentation AMD GPU Roadmap

3 Overview of MI series programming model

13:55 Break

4 OpenMP Target, lectures with exercises

5 MPI on AMD GPUs

6 Wrap-up

Wednesday, 29 November

7 HIP and ROCm

8 HIPifying CUDA code

14:20 Break

9 Optimizing HIP code

15:10 Break

10 Mixing OpenMP and HIP code

11 OpenMP - Fortran and other tips and tricks

12 Wrap-up

Thursday, 30 November

13 Debugging with Rocgdb

14:00 Break

14 Timeline profiling with Rocprof and Omnitrace

15:15 Break

15 Kernel profiling with Rocprof and Omniperf

16 Other resources and wrap-up