Struct ResNet 

pub struct ResNet { /* private fields */ }

ResNet model for image classification.

Implementations

impl ResNet

pub fn resnet18(num_classes: usize) -> Self

Create ResNet18.

pub fn resnet34(num_classes: usize) -> Self

Create ResNet34.

Trait Implementations

impl Module for ResNet

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

Performs the forward pass.

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

Returns all parameters of this module.

fn train(&mut self)

Sets the module to training mode.

fn eval(&mut self)

Sets the module to evaluation mode.

fn is_training(&self) -> bool

Returns whether the module is in training mode.

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 set_training(&mut self, _training: bool)

Sets the training mode.

fn zero_grad(&self)

Zeros all gradients of parameters.

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

Returns the module name for debugging.