Struct PeepholeLSTMCell

Source

pub struct PeepholeLSTMCell {Show 15 fields
    pub w_xi: Array2<f64>,
    pub w_hi: Array2<f64>,
    pub b_i: Array2<f64>,
    pub w_ci: Array2<f64>,
    pub w_xf: Array2<f64>,
    pub w_hf: Array2<f64>,
    pub b_f: Array2<f64>,
    pub w_cf: Array2<f64>,
    pub w_xc: Array2<f64>,
    pub w_hc: Array2<f64>,
    pub b_c: Array2<f64>,
    pub w_xo: Array2<f64>,
    pub w_ho: Array2<f64>,
    pub b_o: Array2<f64>,
    pub w_co: Array2<f64>,
}

Expand description

Peephole LSTM cell with direct connections from cell state to gates

Fields§

§w_xi: Array2<f64>§w_hi: Array2<f64>§b_i: Array2<f64>§w_ci: Array2<f64>§w_xf: Array2<f64>§w_hf: Array2<f64>§b_f: Array2<f64>§w_cf: Array2<f64>§w_xc: Array2<f64>§w_hc: Array2<f64>§b_c: Array2<f64>§w_xo: Array2<f64>§w_ho: Array2<f64>§b_o: Array2<f64>§w_co: Array2<f64>

Struct PeepholeLSTMCellCopy item path

Fields§

Implementations§

impl PeepholeLSTMCell

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

pub fn forward( &self, input: &Array2<f64>, h_prev: &Array2<f64>, c_prev: &Array2<f64>, ) -> (Array2<f64>, Array2<f64>)

Auto Trait Implementations§

impl Freeze for PeepholeLSTMCell

impl RefUnwindSafe for PeepholeLSTMCell

impl Send for PeepholeLSTMCell

impl Sync for PeepholeLSTMCell

impl Unpin for PeepholeLSTMCell

impl UnwindSafe for PeepholeLSTMCell

Blanket Implementations§

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

Struct PeepholeLSTMCell

impl<T> Any for T
where T: 'static + ?Sized,

impl<T> Borrow<T> for T
where T: ?Sized,

impl<T> BorrowMut<T> for T
where T: ?Sized,

impl<T, U> Into<U> for T
where U: From<T>,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

impl<V, T> VZip<V> for T
where V: MultiLane<T>,