Struct MlLstmOutputCache 

pub struct MlLstmOutputCache<const OUT: usize, const IN: usize> { /* private fields */ }

Cache for output error of MlLstm.

• OUT : Output of MlLstm.
• IN : Input of MlLstm.

Implementations

impl<const OUT: usize, const IN: usize> MlLstmOutputCache<OUT, IN>

pub fn new() -> Self

Creates MlLstmOutputCache.

• Return : MlLstmOutputCache.

pub fn calc_output_error( &self, train_out: &MathVec<OUT>, output_error: &mut MathVec<OUT>, )

Calculates output error.

Formula
e = o − t
e ≝ Error. o ≝ Actual output. t ≝ Correct output.

• train_out : Correct output.
• output_error : Buffer for output error.

pub fn o_gate_cache(&self) -> &MlCache<OUT, IN>

Gets cache of output gate.

• Return : Cache of output gate.

pub fn tanh_s(&self) -> &MathVec<OUT>

Gets output of tanh(state).

• Return : Output of tanh(state).

pub fn d_tanh_s(&self) -> &MathVec<OUT>

Gets derivative of tanh(state).

• Return : Derivative of tanh(state).

pub fn output(&self) -> &MathVec<OUT>

Gets output.

• Return : Output.

Trait Implementations

impl<const OUT: usize, const IN: usize> Clone for MlLstmOutputCache<OUT, IN>

fn clone(&self) -> MlLstmOutputCache<OUT, IN>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<const OUT: usize, const IN: usize> Debug for MlLstmOutputCache<OUT, IN>

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

Formats the value using the given formatter.

impl<const OUT: usize, const IN: usize> PartialEq for MlLstmOutputCache<OUT, IN>

fn eq(&self, other: &MlLstmOutputCache<OUT, IN>) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<const OUT: usize, const IN: usize> StructuralPartialEq for MlLstmOutputCache<OUT, IN>