Struct GlobalAvgPool2d 

pub struct GlobalAvgPool2d;

Global Average Pooling 2D.

Pools over the entire spatial dimension, outputting one value per channel.

Shape

• Input: (N, C, H, W)
• Output: (N, C)

Implementations

impl GlobalAvgPool2d

pub fn new() -> Self

Create a new GlobalAvgPool2d layer.

Trait Implementations

impl Debug for GlobalAvgPool2d

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

Formats the value using the given formatter.

impl Default for GlobalAvgPool2d

fn default() -> GlobalAvgPool2d

Returns the “default value” for a type.

impl Module for GlobalAvgPool2d

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

Perform forward computation.

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

Get references to all learnable parameters.

fn parameters_mut(&mut self) -> Vec<&mut Tensor>

Get mutable references to all learnable parameters.

fn refresh_caches(&mut self)

Refresh any cached computations after parameters have been modified.

fn train(&mut self)

Set the module to training mode.

fn eval(&mut self)

Set the module to evaluation mode.

fn training(&self) -> bool

Check if the module is in training mode.

fn zero_grad(&mut self)

Zero out gradients for all parameters.

fn num_parameters(&self) -> usize

Get the number of learnable parameters.