Enum GradientClippingConfig

pub enum GradientClippingConfig {
    Value(f32),
    Norm(f32),
}

Gradient Clipping provides a way to mitigate exploding gradients

Variants

Value(f32)

Clip the gradient by value.

Norm(f32)

Clip the gradient by norm.

Implementations

impl GradientClippingConfig

pub fn init(&self) -> GradientClipping

Initialize the gradient clipping.

Returns

The gradient clipping.

Trait Implementations

impl Clone for GradientClippingConfig

fn clone(&self) -> GradientClippingConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for GradientClippingConfig

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 GradientClippingConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GradientClippingConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for GradientClippingConfig

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

Formats the value using the given formatter.

impl Serialize for GradientClippingConfig

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.