Struct burn::optim::decay::WeightDecayConfig

pub struct WeightDecayConfig {
    pub penalty: f64,
}

Configuration to create weight decay.

Fields

penalty: f64

L2 penalty.

Implementations

impl WeightDecayConfig

pub fn new(penalty: f64) -> WeightDecayConfig

Create a new instance of the config.

Trait Implementations

impl Clone for WeightDecayConfig

fn clone(&self) -> WeightDecayConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for WeightDecayConfig

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<'de> Deserialize<'de> for WeightDecayConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for WeightDecayConfig

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

Formats the value using the given formatter.

impl Serialize for WeightDecayConfig

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.