Struct AdaptiveAvgPool2d 

pub struct AdaptiveAvgPool2d { /* private fields */ }

Applies adaptive average pooling to produce specified output size.

This automatically determines the kernel size and stride to achieve the desired output dimensions.

Implementations

impl AdaptiveAvgPool2d

pub fn new(output_size: (usize, usize)) -> Self

Creates a new AdaptiveAvgPool2d.

pub fn square(size: usize) -> Self

Creates an AdaptiveAvgPool2d with square output.

Trait Implementations

impl Module for AdaptiveAvgPool2d

fn forward(&self, input: &Variable) -> Variable

Performs the forward pass.

fn name(&self) -> &'static str

Returns the module name for debugging.

fn parameters(&self) -> Vec<Parameter>

Returns all parameters of this module.

fn named_parameters(&self) -> HashMap<String, Parameter>

Returns named parameters of this module.

fn num_parameters(&self) -> usize

Returns the number of trainable parameters.

fn train(&mut self)

Sets the module to training mode.

fn eval(&mut self)

Sets the module to evaluation mode.

fn set_training(&mut self, _training: bool)

Sets the training mode.

fn is_training(&self) -> bool

Returns whether the module is in training mode.

fn zero_grad(&self)

Zeros all gradients of parameters.