Struct TransformerEncoderLayer 

pub struct TransformerEncoderLayer { /* private fields */ }

A single Transformer encoder layer.

Implementations

impl TransformerEncoderLayer

pub fn new( d_model: usize, nhead: usize, dim_feedforward: usize, dropout: f32, ) -> Self

Create encoder layer.

pub fn d_model(&self) -> usize

Returns the model dimension.

pub fn forward_with_mask( &self, src: &Variable, src_mask: Option<&Variable>, ) -> Variable

Forward with optional attention mask.

Trait Implementations

impl Module for TransformerEncoderLayer

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

Performs the forward pass.

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

Returns all parameters of this module.

fn train(&mut self)

Sets the module to training mode.

fn eval(&mut self)

Sets the module to evaluation mode.

fn is_training(&self) -> bool

Returns whether the module is in training mode.

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 set_training(&mut self, _training: bool)

Sets the training mode.

fn zero_grad(&self)

Zeros all gradients of parameters.

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

Returns the module name for debugging.