Struct PairwiseDistanceConfig 

pub struct PairwiseDistanceConfig {
    pub p: f64,
    pub eps: f64,
}

Configuration to create a PairwiseDistance layer using the init function.

Fields

p: f64

The norm degree for the pairwise distance. Default: 2.0.

eps: f64

Small value added to the difference for numerical stability. Default: 1e-6.

Implementations

impl PairwiseDistanceConfig

pub fn new() -> PairwiseDistanceConfig

Create a new instance of the config.

Arguments

Default Arguments

p

The norm degree for the pairwise distance. Default: 2.0.

• Defaults to 2.0

eps

Small value added to the difference for numerical stability. Default: 1e-6.

• Defaults to 1e-6

impl PairwiseDistanceConfig

pub fn with_p(self, p: f64) -> PairwiseDistanceConfig

Sets the value for the field p.

The norm degree for the pairwise distance. Default: 2.0.

• Defaults to 2.0

pub fn with_eps(self, eps: f64) -> PairwiseDistanceConfig

Sets the value for the field eps.

Small value added to the difference for numerical stability. Default: 1e-6.

• Defaults to 1e-6

impl PairwiseDistanceConfig

pub fn init(&self) -> PairwiseDistance

Initialize a new PairwiseDistance layer.

Trait Implementations

impl Clone for PairwiseDistanceConfig

fn clone(&self) -> PairwiseDistanceConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for PairwiseDistanceConfig

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 PairwiseDistanceConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for PairwiseDistanceConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for PairwiseDistanceConfig

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

Formats the value using the given formatter.

impl Serialize for PairwiseDistanceConfig

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.