Trait Activator 

pub trait Activator<T> {
    type Output;

    // Required method
    fn activate(&self, input: T) -> Self::Output;
}

An Activator defines an interface for structural activation functions that can be applied onto various types.

Required Associated Types

type Output

Required Methods

fn activate(&self, input: T) -> Self::Output

Applies the activation function to the input tensor.

Trait Implementations

impl<X, Y> Activator<X> for Box<dyn Activator<X, Output = Y>>

Available on crate feature alloc only.

type Output = Y

fn activate(&self, rhs: X) -> Self::Output

Applies the activation function to the input tensor.

Implementations on Foreign Types

impl<X, Y> Activator<X> for Box<dyn Activator<X, Output = Y>>

Available on crate feature alloc only.

type Output = Y

fn activate(&self, rhs: X) -> Self::Output

Implementors

impl<F, P, A, X, Y> Activator<X> for LayerBase<F, P>

where F: Activator<X, Output = Y>, P: RawParams<Elem = A>,

type Output = <F as Activator<X>>::Output

impl<T> Activator<T> for HeavySide

where T: HeavysideActivation,

type Output = <T as HeavysideActivation>::Output

impl<T> Activator<T> for HyperbolicTangent

where T: TanhActivation,

type Output = <T as TanhActivation>::Output

impl<T> Activator<T> for Linear

where T: LinearActivation,

type Output = <T as LinearActivation>::Output

impl<T> Activator<T> for ReLU

where T: ReLUActivation,

type Output = <T as ReLUActivation>::Output

impl<T> Activator<T> for Sigmoid

where T: SigmoidActivation,

type Output = <T as SigmoidActivation>::Output

impl<T> Activator<T> for Softmax

where T: SoftmaxActivation,

type Output = <T as SoftmaxActivation>::Output

impl<X, Y, F> Activator<X> for F

where F: Fn(X) -> Y,

type Output = Y