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from .optimizer import Optimizer
from ..nn.modules import Module
from .lr_scheduler import _LRScheduler
from .. import device, Tensor
from typing import Iterable, Any, Optional, Callable, Union, List
class AveragedModel(Module):
def __init__(self, model: Module, device: Union[int, device]=...,
avg_fun: Callable[[Tensor, Tensor, int], Tensor]=...) -> None:...
def update_parameters(self, model: Module) -> None:...
def update_bn(loader: Iterable, model: Module, device: Union[int, device]=...) -> None:...
class SWALR(_LRScheduler):
def __init__(self, optimizer: Optimizer, swa_lr: float, anneal_epochs: int,
anneal_strategy: str, last_epoch: int=...) -> None:...
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