Struct CosineEmbeddingLossConfig

pub struct CosineEmbeddingLossConfig {
    pub margin: f32,
    pub reduction: Reduction,
}

Configuration for CosineEmbeddingLoss.

Fields

margin: f32

Margin for negative samples.

reduction: Reduction

Specifies the reduction to apply to the output.

Implementations

impl CosineEmbeddingLossConfig

pub fn new() -> CosineEmbeddingLossConfig

Create a new instance of the config.

impl CosineEmbeddingLossConfig

pub fn with_margin(self, margin: f32) -> CosineEmbeddingLossConfig

Margin for negative samples.

pub fn with_reduction(self, reduction: Reduction) -> CosineEmbeddingLossConfig

Specifies the reduction to apply to the output.

impl CosineEmbeddingLossConfig

pub fn init(&self) -> CosineEmbeddingLoss

Initialize CosineEmbeddingLoss.

Trait Implementations

impl Clone for CosineEmbeddingLossConfig

fn clone(&self) -> CosineEmbeddingLossConfig

Returns a copy of the value. Read more

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

Performs copy-assignment from source. Read more

impl Config for CosineEmbeddingLossConfig

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 CosineEmbeddingLossConfig

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for CosineEmbeddingLossConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for CosineEmbeddingLossConfig

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

Formats the value using the given formatter. Read more

impl Serialize for CosineEmbeddingLossConfig

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.