GPU programming with HIP

Course material for the CSC course "GPU programming with HIP". The course is part of the PRACE Training Center (PTC) activities at CSC.

Exercises

General instructions

Basics

• Hello world
• Kernel: saxpy
• Kernel: copy2d

Synchronisation and streams

• Investigating streams and events

Memory management

• Memory management strategies
• Unified memory and structs

Fortran and HIP

• hipfort

Optimisation

• Matrix Transpose
• Nbody

Multi-GPU programming

• Multi-GPU exercise without MPI
• Multi-GPU exercise with MPI
• Peer to peer device access
• Bonus: Heat equation with HIP