Comment by imtringued

That would require vendors to either stick with a single backwards compatible ISA like intel did for x86 or document how their graphics cards work.

CPUs manage this by changing the internal micro-architecture, but historically GPUs only needed to support a graphics API and used that abstraction layer to freely change the hardware.