Struct burn_core::nn::BatchNormConfig

pub struct BatchNormConfig {
    pub num_features: usize,
    pub epsilon: f64,
    pub momentum: f64,
}

Configuration to create a BatchNorm layer.

Fields

num_features: usize

The number of features.

epsilon: f64

A value required for numerical stability. Default: 1e-5

momentum: f64

Momentum used to update the metrics. Default: 0.1

Implementations

impl BatchNormConfig

pub fn new(num_features: usize) -> Self

Create a new instance of the config.

impl BatchNormConfig

pub fn with_epsilon(self, epsilon: f64) -> Self

A value required for numerical stability. Default: 1e-5

pub fn with_momentum(self, momentum: f64) -> Self

Momentum used to update the metrics. Default: 0.1

impl BatchNormConfig

pub fn init<B: Backend, const D: usize>(&self) -> BatchNorm<B, D>

Initialize a new batch norm module.

pub fn init_with<B: Backend, const D: usize>( &self, record: BatchNormRecord<B, D> ) -> BatchNorm<B, D>

Initialize a new batch norm module with a record.

Trait Implementations

impl Clone for BatchNormConfig

fn clone(&self) -> Self

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Config for BatchNormConfig

fn save<P: AsRef<Path>>(&self, file: P) -> Result<()>

Saves the configuration to a file.

fn load<P: AsRef<Path>>(file: P) -> Result<Self, ConfigError>

Loads the configuration from a file.

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer.

impl Debug for BatchNormConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for BatchNormConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for BatchNormConfig

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

Formats the value using the given formatter.

impl Serialize for BatchNormConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>where S: Serializer,

Serialize this value into the given Serde serializer.