Struct CyclicalLR 

pub struct CyclicalLR { /* private fields */ }

Cyclical learning rate policy with different modes

Implementations

impl CyclicalLR

pub fn new(base_lr: f64, max_lr: f64, step_size: usize) -> Self

pub fn with_mode(self, mode: CyclicalMode) -> Self

pub fn with_gamma(self, gamma: f64) -> Self

pub fn with_scale_mode(self, scale_mode: ScaleMode) -> Self

Trait Implementations

impl Clone for CyclicalLR

fn clone(&self) -> CyclicalLR

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CyclicalLR

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

Formats the value using the given formatter.

impl LearningRateScheduler for CyclicalLR

fn get_lr(&mut self, epoch: usize, _base_lr: f64) -> f64

Get the learning rate for the current epoch

fn reset(&mut self)

Reset the scheduler state (useful for multiple training runs)

fn name(&self) -> &'static str

Get the name of the scheduler for logging