def METHOD_NAME(rank, world_size):
    # init the gloo process group here.
    dist.init_process_group(
        backend="gloo",
        rank=rank,
        world_size=world_size,
        timeout=timedelta(seconds=180),
    )
    print(f"[Rank: {rank}] Done with process group initialization...")