Struct TokenEmbedding 

pub struct TokenEmbedding {
    pub embedding: Embedding,
}

Token embedding layer.

Fields

embedding: Embedding

Embedding layer

Implementations

impl TokenEmbedding

pub fn new(vocab_size: usize, embed_dim: usize) -> Self

Creates a new token embedding.

pub fn forward_ids(&self, input_ids: &Tensor<u32>) -> Variable

Gets embeddings for token IDs.

Trait Implementations

impl Debug for TokenEmbedding

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Module for TokenEmbedding

fn forward(&self, input: &Variable) -> Variable

Performs the forward pass.

fn parameters(&self) -> Vec<Parameter>

Returns all parameters of this module.

fn named_parameters(&self) -> HashMap<String, Parameter>

Returns named parameters of this module.

fn num_parameters(&self) -> usize

Returns the number of trainable parameters.

fn train(&mut self)

Sets the module to training mode.

fn eval(&mut self)

Sets the module to evaluation mode.

fn set_training(&mut self, _training: bool)

Sets the training mode.

fn is_training(&self) -> bool

Returns whether the module is in training mode.

fn zero_grad(&self)

Zeros all gradients of parameters.

fn name(&self) -> &'static str

Returns the module name for debugging.