Struct SoftShrinkConfig 

pub struct SoftShrinkConfig {
    pub lambda: f64,
}

Configuration to create a SoftShrink layer using the init function.

Fields

lambda: f64

The lambda value for the Soft Shrink formulation. Default is 0.5

Implementations

impl SoftShrinkConfig

pub fn new() -> SoftShrinkConfig

Create a new instance of the config.

Arguments

Default Arguments

lambda

The lambda value for the Soft Shrink formulation. Default is 0.5

• Defaults to "0.5"

impl SoftShrinkConfig

pub fn with_lambda(self, lambda: f64) -> SoftShrinkConfig

Sets the value for the field lambda.

The lambda value for the Soft Shrink formulation. Default is 0.5

• Defaults to "0.5"

impl SoftShrinkConfig

pub fn init(&self) -> SoftShrink

Initialize a new SoftShrink Layer

Trait Implementations

impl Clone for SoftShrinkConfig

fn clone(&self) -> SoftShrinkConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for SoftShrinkConfig

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 SoftShrinkConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SoftShrinkConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for SoftShrinkConfig

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

Formats the value using the given formatter.

impl From<SoftShrinkConfig> for ActivationConfig

fn from(config: SoftShrinkConfig) -> ActivationConfig

Converts to this type from the input type.

impl Serialize for SoftShrinkConfig

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.