Struct ShrinkConfig 

pub struct ShrinkConfig {
    pub lambda: f64,
    pub bias: f64,
}

Configuration to create a Shrink layer using the init function.

Fields

lambda: f64

The lambda value for the Shrink formulation. Default is 0.5

bias: f64

The bias value for the Shrink formulation. Default is 0.5.

Implementations

impl ShrinkConfig

pub fn new() -> ShrinkConfig

Create a new instance of the config.

Arguments

Default Arguments

lambda

The lambda value for the Shrink formulation. Default is 0.5

• Defaults to "0.5"

bias

The bias value for the Shrink formulation. Default is 0.5.

• Defaults to "0.5"

impl ShrinkConfig

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

Sets the value for the field lambda.

The lambda value for the Shrink formulation. Default is 0.5

• Defaults to "0.5"

pub fn with_bias(self, bias: f64) -> ShrinkConfig

Sets the value for the field bias.

The bias value for the Shrink formulation. Default is 0.5.

• Defaults to "0.5"

impl ShrinkConfig

pub fn init(&self) -> Shrink

Initialize a new Shrink Layer

Trait Implementations

impl Clone for ShrinkConfig

fn clone(&self) -> ShrinkConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for ShrinkConfig

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 ShrinkConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ShrinkConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for ShrinkConfig

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

Formats the value using the given formatter.

impl From<ShrinkConfig> for ActivationConfig

fn from(config: ShrinkConfig) -> ActivationConfig

Converts to this type from the input type.

impl Serialize for ShrinkConfig

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.