class CustomCommunicator(CommBackend):
def __init__(self, group):
self._group = group
def Get_rank(self) -> int:
return self._group.rank()
def Get_size(self) -> int:
return self._group.size()
def allgather(self, data: int):
gathered = [None] * self.Get_size()
dist.all_gather_object(gathered, data, group=self._group)
return gathered
# NOTE(rob): CommBackend is an abstract class, and bcast/barrier
# are unimplemented on vLLM side. If we need to utilize these
# methods in the future, can create a concrete implementation.
def bcast(self, data: Any, root: int) -> Any:
raise NotImplementedError
def barrier(self) -> None:
raise NotImplementedError
def Split(self, color: int, key: int) -> "CustomCommunicator":
return self