Add _allgather_base
& _reduce_scatter_base
to dist backend
#3919
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Add support for
dist._allgather_base
anddist._reduce_scatter_base
for pytorchxla
dist backend. These two ops are simpler so we needn't to use concat/split when implement them and they are used by DeepSpeed/FSDP