import abc from cupyx.distributed import _store class _Backend(abc.ABC): def __init__(self, n_devices, rank, host=_store._DEFAULT_HOST, port=_store._DEFAULT_PORT): self._n_devices = n_devices self.rank = rank self._store_proxy = _store.TCPStoreProxy(host, port) if rank == 0: self._store = _store.TCPStore(n_devices) @abc.abstractmethod def all_reduce(self, in_array, out_array, op='sum', stream=None): pass @abc.abstractmethod def reduce(self, in_array, out_array, root=0, op='sum', stream=None): pass @abc.abstractmethod def broadcast(self, in_out_array, root=0, stream=None): pass @abc.abstractmethod def reduce_scatter( self, in_array, out_array, count, op='sum', stream=None): pass @abc.abstractmethod def all_gather(self, in_array, out_array, count, stream=None): pass @abc.abstractmethod def send(self, array, peer, stream=None): pass @abc.abstractmethod def recv(self, out_array, peer, stream=None): pass @abc.abstractmethod def send_recv(self, in_array, out_array, peer, stream=None): pass @abc.abstractmethod def scatter(self, in_array, out_array, root=0, stream=None): pass @abc.abstractmethod def gather(self, in_array, out_array, root=0, stream=None): pass @abc.abstractmethod def all_to_all(self, in_array, out_array, stream=None): pass @abc.abstractmethod def barrier(self): pass def stop(self): if self.rank == 0: self._store.stop()