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November 2, 2018 17:19
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From train.py via fast.ai
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def fit_one_cycle(learn:Learner, | |
cyc_len:int, | |
max_lr:Union[Floats,slice]=default_lr, | |
moms:Tuple[float,float]=(0.95,0.85), | |
div_factor:float=25., | |
pct_start:float=0.3, | |
wd:float=None, | |
callbacks:Optional[CallbackList]=None, **kwargs) -> None: | |
"""Fit a model following the 1cycle policy.""" | |
max_lr = learn.lr_range(max_lr) | |
callbacks = ifnone(callbacks, []) | |
callbacks.append(OneCycleScheduler(learn, | |
max_lr, | |
moms=moms, | |
div_factor=div_factor, | |
pct_start=pct_start, **kwargs)) | |
learn.fit(cyc_len, max_lr, wd=wd, callbacks=callbacks) |
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