Struct LstmCell 

pub struct LstmCell {
    pub w_ih: Tensor,
    pub w_hh: Tensor,
    pub bias: Tensor,
    pub hidden_size: usize,
}

LSTM cell: standard gates (input, forget, cell, output).

Fields

w_ih: Tensor

w_hh: Tensor

bias: Tensor

hidden_size: usize

Implementations

impl LstmCell

pub fn new(input_size: usize, hidden_size: usize) -> Result<Self, ModelError>

pub fn forward( &self, x: &Tensor, h: &Tensor, c: &Tensor, ) -> Result<(Tensor, Tensor), ModelError>

Forward one timestep. Returns (h_new, c_new).

x: [batch, input_size], h: [batch, hidden_size], c: [batch, hidden_size].

Trait Implementations

impl Clone for LstmCell

fn clone(&self) -> LstmCell

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LstmCell

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

Formats the value using the given formatter.