fine_tune: Fine_tune

In fastai: Interface to 'fastai'

Description

Fine tune with 'freeze' for 'freeze_epochs' then with 'unfreeze' from 'epochs' using discriminative LR

Usage

fine_tune(
  object,
  epochs,
  base_lr = 0.002,
  freeze_epochs = 1,
  lr_mult = 100,
  pct_start = 0.3,
  div = 5,
  ...
)

Arguments

object	learner/model
epochs	epoch number
base_lr	base learning rate
freeze_epochs	freeze epochs number
lr_mult	learning rate multiply
pct_start	start percentage
div	divide
...	additional arguments

Value

None

fastai documentation built on July 28, 2021, 5:06 p.m.