ReduceLROnPlateau: ReduceLROnPlateau

View source: R/callbacks.R

ReduceLROnPlateauR Documentation

ReduceLROnPlateau

Description

ReduceLROnPlateau

Usage

ReduceLROnPlateau(...)

Arguments

...

parameters to pass

Value

None

Examples


## Not run: 

URLs_MNIST_SAMPLE()
# transformations
tfms = aug_transforms(do_flip = FALSE)
path = 'mnist_sample'
bs = 20

#load into memory
data = ImageDataLoaders_from_folder(path, batch_tfms = tfms, size = 26, bs = bs)


learn = cnn_learner(data, resnet18(), metrics = accuracy, path = getwd())

learn %>% fit_one_cycle(10, 1e-2, cbs = ReduceLROnPlateau(monitor='valid_loss', patience = 1))


## End(Not run)


fastai documentation built on March 21, 2022, 9:07 a.m.