Text_classifier_learner — text_classifier

Create a `Learner` with a text classifier from `dls` and `arch`.

text_classifier_learner(
  dls,
  arch,
  seq_len = 72,
  config = NULL,
  backwards = FALSE,
  pretrained = TRUE,
  drop_mult = 0.5,
  n_out = NULL,
  lin_ftrs = NULL,
  ps = NULL,
  max_len = 1440,
  y_range = NULL,
  loss_func = NULL,
  opt_func = Adam(),
  lr = 0.001,
  splitter = trainable_params,
  cbs = NULL,
  metrics = NULL,
  path = NULL,
  model_dir = "models",
  wd = NULL,
  wd_bn_bias = FALSE,
  train_bn = TRUE,
  moms = list(0.95, 0.85, 0.95)
)

Arguments

dls: dls
arch: arch
seq_len: seq_len
config: config
backwards: backwards
pretrained: pretrained
drop_mult: drop_mult
n_out: n_out
lin_ftrs: lin_ftrs
ps: ps
max_len: max_len
y_range: y_range
loss_func: loss_func
opt_func: opt_func
lr: lr
splitter: splitter
cbs: cbs
metrics: metrics
path: path
model_dir: model_dir
wd: wd
wd_bn_bias: wd_bn_bias
train_bn: train_bn
moms: moms

Value

None