If CUDA counts as “just works”, I dread to see the dark, unholy rituals you need to invoke to get ROCm to work. I have spent too many hours browsing the Nvidia forums for obscure error codes and driver messages to ever consider updating my CUDA install and every time I reboot my desktop for an update I dread having to do it all over again.