Struct finalfrontier::DepembedsTrainer

pub struct DepembedsTrainer<R> { /* fields omitted */ }

Dependency embeddings Trainer.

The DepembedsTrainer holds the information and logic necessary to transform a conllx::Sentence into an iterator of focus and context tuples. The struct is cheap to clone because the vocabulary is shared between clones.

Methods

impl<R> DepembedsTrainer<R>

pub fn dep_config(&self) -> DepembedsConfig

impl<R> DepembedsTrainer<ReseedOnCloneRng<R>> where
    R: Rng + Clone + SeedableRng, 

pub fn new(
    input_vocab: SubwordVocab,
    output_vocab: SimpleVocab<Dependency>,
    common_config: CommonConfig,
    dep_config: DepembedsConfig,
    rng: R
) -> Self

Constructs a new DepTrainer.

Trait Implementations

impl<R> Trainer for DepembedsTrainer<R> where
    R: Rng, 

type InputVocab = SubwordVocab

type Metadata = DepembedsMetadata<SubwordVocabConfig, SimpleVocabConfig>

fn input_indices(&self, idx: usize) -> Vec<u64>

Given an input index get all associated indices.

fn input_vocab(&self) -> &SubwordVocab

Get the trainer's input vocabulary.

fn try_into_input_vocab(self) -> Result<Self::InputVocab, Error>

Destruct the trainer and get the input vocabulary.

fn n_input_types(&self) -> usize

Get the number of possible input types.

fn n_output_types(&self) -> usize

Get the number of possible outputs.

fn config(&self) -> &CommonConfig

Get this Trainer's common hyperparameters.

fn to_metadata(&self) -> Self::Metadata

Get this Trainer's configuration.

impl<R: Clone> Clone for DepembedsTrainer<R>

fn clone(&self) -> DepembedsTrainer<R>

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.