Exactly. I heard recently the Lumi supercomputer team converted loads of scientific code from CUDA to Hip to run on MI250, and apparently it was pretty seamless

Exactly. I heard recently the Lumi supercomputer team converted loads of scientific code from CUDA to Hip to run on MI250, and apparently it was pretty seamless, so a strong sign this approach works