lightning/pytorch_lightning/distributed/dist.py

46 lines
1.7 KiB
Python

# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import Any
from pytorch_lightning.overrides.torch_distributed import broadcast_object_list
from pytorch_lightning.utilities import rank_zero_deprecation
from pytorch_lightning.utilities.distributed import group as _group
class LightningDistributed:
"""
.. deprecated:: v1.5
This class is deprecated in v1.5 and will be removed in v1.7.
The broadcast logic will be moved to the :class:`DDPPlugin` and :class`DDPSpawnPlugin` classes.
"""
def __init__(self, rank=None, device=None):
rank_zero_deprecation(
"LightningDistributed is deprecated in v1.5 and will be removed in v1.7."
"Broadcast logic is implemented directly in the :class:`TrainingTypePlugin` implementations."
)
self.rank = rank
self.device = device
def broadcast(self, obj: Any, group=_group.WORLD):
# always wrap into a list so it can be broadcasted.
obj = [obj]
if self.rank != 0:
obj = [None] * len(obj)
broadcast_object_list(obj, 0, group=group or _group.WORLD)
return obj[0]