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28 changes: 16 additions & 12 deletions hivemind/averaging/averager.py
Original file line number Diff line number Diff line change
Expand Up @@ -177,6 +177,7 @@ def __init__(
self.shutdown_timeout = shutdown_timeout
self.next_chunk_timeout = next_chunk_timeout
self.bandwidth = bandwidth
self._state_download_lock = asyncio.Lock()

self.matchmaking_kwargs = dict(
servicer_type=type(self),
Expand Down Expand Up @@ -637,18 +638,21 @@ async def rpc_download_state(
"""
if not self.allow_state_sharing:
return # deny request and direct peer to the next prospective averager
metadata, tensors, infos = await self._get_current_state_from_host_process()
if infos is None:
infos = [CompressionInfo.from_tensor(tensor, key=i) for i, tensor in enumerate(tensors)]
assert len(tensors) == len(infos)

for tensor, info in zip(tensors, infos):
for part in split_for_streaming(self.state_compression.compress(tensor, info, allow_inplace=False)):
if metadata is not None:
yield averaging_pb2.DownloadData(tensor_part=part, metadata=metadata)
metadata = None
else:
yield averaging_pb2.DownloadData(tensor_part=part)
if self._state_download_lock.locked():
return # decline if already serving another peer
async with self._state_download_lock:
metadata, tensors, infos = await self._get_current_state_from_host_process()
if infos is None:
infos = [CompressionInfo.from_tensor(tensor, key=i) for i, tensor in enumerate(tensors)]
assert len(tensors) == len(infos)

for tensor, info in zip(tensors, infos):
for part in split_for_streaming(self.state_compression.compress(tensor, info, allow_inplace=False)):
if metadata is not None:
yield averaging_pb2.DownloadData(tensor_part=part, metadata=metadata)
metadata = None
else:
yield averaging_pb2.DownloadData(tensor_part=part)

def get_current_state(self) -> Tuple[Any, Sequence[torch.Tensor], Sequence[CompressionInfo]]:
"""
Expand Down