Struct burn::nn::LayerNormConfig

pub struct LayerNormConfig {
    pub d_model: usize,
    pub epsilon: f64,
}

Configuration to create a LayerNorm layer using the init function.

Fields

d_model: usize

The size of the input features.

epsilon: f64

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

Implementations

impl LayerNormConfig

pub fn new(d_model: usize) -> LayerNormConfig

Create a new instance of the config.

impl LayerNormConfig

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

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

impl LayerNormConfig

pub fn init<B>(&self, device: &<B as Backend>::Device) -> LayerNorm<B>

where B: Backend,

Initialize a new layer norm module.

Trait Implementations

impl Clone for LayerNormConfig

fn clone(&self) -> LayerNormConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for LayerNormConfig

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

where P: AsRef<Path>,

Saves the configuration to a file.

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

where P: AsRef<Path>,

Loads the configuration from a file.

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

Loads the configuration from a binary buffer.

impl Debug for LayerNormConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LayerNormConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for LayerNormConfig

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

Formats the value using the given formatter.

impl Serialize for LayerNormConfig

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

where S: Serializer,

Serialize this value into the given Serde serializer.