ReduceLROnPlateau {fastai} | R 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)
[Package fastai version 2.2.2 Index]