Struct ComposedLrSchedulerConfig

pub struct ComposedLrSchedulerConfig { /* private fields */ }

Compose multiple learning rate schedulers together.

Implementations

impl ComposedLrSchedulerConfig

pub fn new() -> ComposedLrSchedulerConfig

Create a new instance of the config.

impl ComposedLrSchedulerConfig

pub fn with_schedulers( self, schedulers: Vec<LrSchedulerConfig>, ) -> ComposedLrSchedulerConfig

Set the default value for the field.

pub fn with_reduction( self, reduction: SchedulerReduction, ) -> ComposedLrSchedulerConfig

Set the default value for the field.

impl ComposedLrSchedulerConfig

pub fn init(&self) -> Result<ComposedLrScheduler, String>

Initialize the learning rate scheduler.

pub fn linear( self, config: LinearLrSchedulerConfig, ) -> ComposedLrSchedulerConfig

Appends a linear scheduler.

pub fn cosine( self, config: CosineAnnealingLrSchedulerConfig, ) -> ComposedLrSchedulerConfig

Appends a cosine scheduler.

pub fn exponential( self, config: ExponentialLrSchedulerConfig, ) -> ComposedLrSchedulerConfig

Appends an exponential scheduler.

pub fn noam(self, config: NoamLrSchedulerConfig) -> ComposedLrSchedulerConfig

Appends a noam scheduler.

Trait Implementations

impl Clone for ComposedLrSchedulerConfig

fn clone(&self) -> ComposedLrSchedulerConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for ComposedLrSchedulerConfig

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 ComposedLrSchedulerConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ComposedLrSchedulerConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for ComposedLrSchedulerConfig

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

Formats the value using the given formatter.

impl Serialize for ComposedLrSchedulerConfig

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.