Extremely limited support for one. Why is it locked behind the 6000 series cards? The project has been around since the 500 series cards days and they utterly ignored the entire market for years.
¹ https://community.amd.com/t5/knowledge-base/amd-rocm-hardwar...
Just see this thread for an example of the frustration people feel: https://github.com/RadeonOpenCompute/ROCm/issues/887
This hasn't been an issue with day one CUDA and ML functionality on any recent Nvidia GPUs.
> once compiled properly and sometimes with the right environment flags
Not interested in apologism for the corporation. If AMD wants to compete with CUDA, they have to support the consumer GPUs that are accessible to hobbyists and non-experts. This is user hostile support.