Refactor device communicator to make allreduce more flexible #9295
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To support column split with GPUs, we need to add bitwise allreduce functions. However, NCCL currently doesn't support bitwise allreduce operations, we'd need to do an allgather and reduce locally. This is a refactoring step to make device allreduce more flexible. Will add bitwise allreduce next.