I mean, it doesn’t really make sense to unify them. CPUs and GPUs have very different performance characteristics and you design for them differently depending on what they let you do. There’s obviously a common ground where you can design mostly good interfaces to do things ok (I’ll argue PyTorch is that) but it’s not really reasonable to write an algorithm that is hobbled on CPUs for no reason because it assumes that synchronizing between execution contexts is super expensive.