Struct Dropout 

pub struct Dropout { /* private fields */ }

Dropout layer.

Implementations

impl Dropout

pub fn new(name: &str, rate: f64, seed: Option<u64>) -> Self

Create a new dropout layer.

Trait Implementations

impl Layer for Dropout

fn layer_type(&self) -> &str

Forward pass through the layer. Get the layer type name for serialization.

fn forward( &self, inputs: &dyn ArrayProtocol, ) -> Result<Box<dyn ArrayProtocol>, OperationError>

fn parameters(&self) -> Vec<Box<dyn ArrayProtocol>>

Get the layer’s parameters.

fn parameters_mut(&mut self) -> Vec<&mut Box<dyn ArrayProtocol>>

Get mutable references to the layer’s parameters.

fn update_parameter( &mut self, name: &str, _value: Box<dyn ArrayProtocol>, ) -> Result<(), OperationError>

Update a specific parameter by name

fn parameter_names(&self) -> Vec<String>

Get parameter names

fn train(&mut self)

Set the layer to training mode.

fn eval(&mut self)

Set the layer to evaluation mode.

fn is_training(&self) -> bool

Check if the layer is in training mode.

fn name(&self) -> &str

Get the layer’s name.