Struct SoftplusConfig 

pub struct SoftplusConfig {
    pub beta: f64,
    pub threshold: f64,
}

Configuration to create a Softplus layer using the init function.

Fields

beta: f64

The beta value. Default is 1.0

threshold: f64

The value of beta * x above which the linear approximation is used, which is what keeps exp from overflowing. Default is 20.0

See softplus_with_threshold.

Implementations

impl SoftplusConfig

pub fn new() -> SoftplusConfig

Create a new instance of the config.

Arguments

Default Arguments

beta

The beta value. Default is 1.0

• Defaults to "1.0"

threshold

The value of beta * x above which the linear approximation is used, which is what keeps exp from overflowing. Default is 20.0

See softplus_with_threshold.

• Defaults to "20.0"

impl SoftplusConfig

pub fn with_beta(self, beta: f64) -> SoftplusConfig

Sets the value for the field beta.

The beta value. Default is 1.0

• Defaults to "1.0"

pub fn with_threshold(self, threshold: f64) -> SoftplusConfig

Sets the value for the field threshold.

The value of beta * x above which the linear approximation is used, which is what keeps exp from overflowing. Default is 20.0

See softplus_with_threshold.

• Defaults to "20.0"

impl SoftplusConfig

pub fn init(&self) -> Softplus

Initialize a new Softplus Layer

Trait Implementations

impl Clone for SoftplusConfig

fn clone(&self) -> SoftplusConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for SoftplusConfig

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 SoftplusConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SoftplusConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for SoftplusConfig

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

Formats the value using the given formatter.

impl From<SoftplusConfig> for ActivationConfig

fn from(config: SoftplusConfig) -> ActivationConfig

Converts to this type from the input type.

impl Serialize for SoftplusConfig

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.