Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!
Get Started for Free

lr_find

Lr_find


Description

Launch a mock training to find a good learning rate, return lr_min, lr_steep if 'suggestions' is TRUE

Usage

lr_find(
  object,
  start_lr = 1e-07,
  end_lr = 10,
  num_it = 100,
  stop_div = TRUE,
  suggestions = TRUE,
  ...
)

Arguments

object

learner

start_lr

starting learning rate

end_lr

end learning rate

num_it

number of iterations

stop_div

stop div or not

suggestions

suggestions

...

additional arguments to pass

Value

data frame

Examples

## Not run: 

model %>% lr_find()
model %>% plot_lr_find(dpi = 200)


## End(Not run)

fastai

Interface to 'fastai'

v2.0.7
Apache License 2.0
Authors
Turgut Abdullayev [ctb, cre, cph, aut]
Initial release

We don't support your browser anymore

Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.