Struct CosineSimilarityConfig 

pub struct CosineSimilarityConfig {
    pub dim: isize,
    pub eps: f64,
}

Configuration to create a CosineSimilarity layer using the init function.

Fields

dim: isize

The dimension along which the cosine similarity is computed. Default: 1. Negative dimensions are supported and count from the end.

eps: f64

Small value to avoid division by zero. Default: 1e-8.

Implementations

impl CosineSimilarityConfig

pub fn new() -> CosineSimilarityConfig

Create a new instance of the config.

Arguments

Default Arguments

dim

The dimension along which the cosine similarity is computed. Default: 1. Negative dimensions are supported and count from the end.

• Defaults to 1

eps

Small value to avoid division by zero. Default: 1e-8.

• Defaults to 1e-8

impl CosineSimilarityConfig

pub fn with_dim(self, dim: isize) -> CosineSimilarityConfig

Sets the value for the field dim.

The dimension along which the cosine similarity is computed. Default: 1. Negative dimensions are supported and count from the end.

• Defaults to 1

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

Sets the value for the field eps.

Small value to avoid division by zero. Default: 1e-8.

• Defaults to 1e-8

impl CosineSimilarityConfig

pub fn init(&self) -> CosineSimilarity

Initialize a new CosineSimilarity layer.

Trait Implementations

impl Clone for CosineSimilarityConfig

fn clone(&self) -> CosineSimilarityConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for CosineSimilarityConfig

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 CosineSimilarityConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for CosineSimilarityConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for CosineSimilarityConfig

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

Formats the value using the given formatter.

impl Serialize for CosineSimilarityConfig

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.