Struct LstmState 

pub struct LstmState {
    pub cell: Tensor,
    pub hidden: Tensor,
}

The two things one LSTM timestep produces: the new cell state to carry to the next timestep, and the hidden output emitted at this one.

A named pair rather than a bare (Tensor, Tensor) so a recognizer driving a sequence cannot silently swap the carried state and the emitted output — the two have the same shape, so the compiler could not catch a mix-up.

Fields

cell: Tensor

c', the cell state carried into the next timestep as cell_prev.

hidden: Tensor

h, the hidden output this timestep emits (to a softmax/head, and as the recurrent input feeding the next timestep’s gate pre-activations).

Trait Implementations

impl Clone for LstmState

fn clone(&self) -> LstmState

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LstmState

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

Formats the value using the given formatter.