Current GPU support is very limited, causes duplication of node
implementation, not friendly for data transfer, does not give
measurable speedup in production setups.
Removing the code makes it easier to refactor the system
to be faster and more responsive on CPU.
GPU integration might get re-introduced later with an upgraded design.
Part of T73586