From their publication history, they want to use all HPC niceties, to use most/any available HPC installations.

Nowadays that means mostly CUDA on NVIDIA and HIP on AMD on the device side. Curious how the spirv support is on NVIDIA GPUs, including nsight tooling and the maturity/performance of libraries available (if only the cub-stuff for collective operations).