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.

Dyn Compatibility

This trait is dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety".

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