Struct DropoutLayer

pub struct DropoutLayer { /* private fields */ }

The DropoutLayer layer is randomly zeroizes inputs with a given probability (p). This regularization technique is often used to prevent overfitting.

Config

• (p) Probability of dropping an element

Implementations

impl DropoutLayer

pub fn new(p: f64) -> Self

pub fn scale(&self) -> f64

Trait Implementations

impl Clone for DropoutLayer

fn clone(&self) -> DropoutLayer

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DropoutLayer

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

Formats the value using the given formatter.

impl Default for DropoutLayer

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DropoutLayer

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl<A, S, D> Forward<ArrayBase<S, D>> for DropoutLayer

where A: Num + ScalarOperand, D: Dimension, S: DataOwned<Elem = A>,

type Output = ArrayBase<OwnedRepr<A>, D>

fn forward(&self, input: &ArrayBase<S, D>) -> Self::Output

impl PartialEq for DropoutLayer

fn eq(&self, other: &DropoutLayer) -> 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 PartialOrd for DropoutLayer

fn partial_cmp(&self, other: &DropoutLayer) -> Option<Ordering>

This method returns an ordering between self and other values if one exists.

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

Tests less than (for self and other) and is used by the < operator.

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

Tests less than or equal to (for self and other) and is used by the <= operator.

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

Tests greater than (for self and other) and is used by the > operator.

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

Tests greater than or equal to (for self and other) and is used by the >= operator.

impl Serialize for DropoutLayer

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for DropoutLayer

impl StructuralPartialEq for DropoutLayer