Struct ConstantLr 

pub struct ConstantLr {
    pub lr: f64,
}

Constant Learning Rate Scheduler.

Simply returns a fixed learning rate for all steps. Useful for simple experiments or when learning rate scheduling is not needed.

Fields

lr: f64

Implementations

impl ConstantLr

pub fn new() -> Self

Create a new instance of the config.

Arguments

Default Arguments

lr

• Defaults to 1e-4

impl ConstantLr

pub fn with_lr(self, lr: f64) -> Self

Sets the value for the field lr.

• Defaults to 1e-4

impl ConstantLr

pub fn get_lr(&self, _step: usize) -> f64

Trait Implementations

impl Clone for ConstantLr

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for ConstantLr

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

Loads the configuration from a binary buffer.

impl Debug for ConstantLr

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ConstantLr

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for ConstantLr

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

Formats the value using the given formatter.

impl Serialize for ConstantLr

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

where S: Serializer,

Serialize this value into the given Serde serializer.