Struct MaxPool2D

pub struct MaxPool2D { /* private fields */ }

Max pooling layer.

Implementations

impl MaxPool2D

pub fn new( name: &str, kernel_size: (usize, usize), stride: Option<(usize, usize)>, padding: (usize, usize), ) -> Self

Create a new max pooling layer.

Trait Implementations

impl Layer for MaxPool2D

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

Forward pass through the layer.

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

Get the layer’s parameters.

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.

fn as_any(&self) -> &dyn Any

Downcast the layer to Any for type-specific operations.