In this workshop, we will demonstrate three major packages for programming GPUs in Julia (CUDA.jl, AMDGPU.jl, oneAPI.jl), and the different programming models, tools and APIs that these packages support.

An overview and demonstration of the new features in CUDA.jl 3.0, most notably support for concurrent GPU programming.

This is a BoF to talk about the various GPU programming packages in Julia:

• CUDA.jl
• AMDGPU.jl
• oneAPI.jl
• KernelAbstractions.jl
• GPUArrays.jl
• GPUCompiler.jl
• ...

If you have any thoughts or questions about these packages, or other approaches to GPU programming in Julia, please join this BoF to chat about it!