fastai: fit_flat_lin – R documentation

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fit_flat_lin

Fit_flat_lin

Description

Fit 'self.model' for 'n_epoch' at flat 'start_lr' before 'curve_type' annealing to 'end_lr' with weight decay of 'wd' and callbacks 'cbs'.

Usage

fit_flat_lin(
  object,
  n_epochs = 100,
  n_epochs_decay = 100,
  start_lr = NULL,
  end_lr = 0,
  curve_type = "linear",
  wd = NULL,
  cbs = NULL,
  reset_opt = FALSE
)

Arguments

`object`	model / learner
`n_epochs`	number of epochs
`n_epochs_decay`	number of epochs with decay
`start_lr`	Desired starting learning rate, used for beginning pct of training.
`end_lr`	Desired end learning rate, training will conclude at this learning rate.
`curve_type`	Curve type for learning rate annealing. Options are 'linear', 'cosine', and 'exponential'.
`wd`	weight decay
`cbs`	callbacks
`reset_opt`	reset optimizer

Value

None

fastai

Interface to 'fastai'

v2.0.7

Apache License 2.0

Authors

Turgut Abdullayev [ctb, cre, cph, aut]

Initial release