Struct Dropout

pub struct Dropout { /* private fields */ }

The Dropout 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 Dropout

pub fn new(p: f64) -> Self

pub fn scale(&self) -> f64

Trait Implementations

impl Clone for Dropout

fn clone(&self) -> Dropout

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Dropout

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

Formats the value using the given formatter.

impl Default for Dropout

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for Dropout

fn eq(&self, other: &Dropout) -> 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 Dropout

fn partial_cmp(&self, other: &Dropout) -> 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 Copy for Dropout

impl StructuralPartialEq for Dropout