Struct burn_core::nn::loss::CrossEntropyLossConfig

pub struct CrossEntropyLossConfig { /* private fields */ }

Configuration to create a Cross-entropy loss.

Implementations

impl CrossEntropyLossConfig

pub fn new() -> Self

Create a new instance of the config.

impl CrossEntropyLossConfig

pub fn with_logits(self, logits: bool) -> Self

Create cross-entropy with probabilities as input instead of logits.

pub fn with_pad_tokens(self, pad_tokens: Option<Vec<usize>>) -> Self

Set the default value for the field.

pub fn with_weights(self, weights: Option<Vec<f32>>) -> Self

Set the default value for the field.

pub fn with_smoothing(self, smoothing: Option<f32>) -> Self

Set the default value for the field.

impl CrossEntropyLossConfig

pub fn init<B: Backend>(&self) -> CrossEntropyLoss<B>

Initialize Cross-entropy loss.

Trait Implementations

impl Clone for CrossEntropyLossConfig

fn clone(&self) -> Self

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for CrossEntropyLossConfig

fn save<P: AsRef<Path>>(&self, file: P) -> Result<()>

Saves the configuration to a file.

fn load<P: AsRef<Path>>(file: P) -> Result<Self, ConfigError>

Loads the configuration from a file.

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer.

impl Debug for CrossEntropyLossConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for CrossEntropyLossConfig

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

Deserialize this value from the given Serde deserializer.

impl Display for CrossEntropyLossConfig

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

Formats the value using the given formatter.

impl Serialize for CrossEntropyLossConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>where S: Serializer,

Serialize this value into the given Serde serializer.