Struct StandardModelConfig

pub struct StandardModelConfig<T> { /* private fields */ }

Implementations

impl<T> StandardModelConfig<T>

pub fn new() -> Self

pub fn batch_size(&self) -> usize

pub fn epochs(&self) -> usize

pub fn with_batch_size(self, batch_size: usize) -> Self

pub fn with_epochs(self, epochs: usize) -> Self

pub fn insert_hyperparameter( &mut self, key: impl ToString, value: T, ) -> Option<T>

pub fn set_decay(&mut self, decay: T) -> Option<T>

pub fn set_learning_rate(&mut self, learning_rate: T) -> Option<T>

pub fn set_momentum(&mut self, momentum: T) -> Option<T>

pub fn set_weight_decay(&mut self, decay: T) -> Option<T>

pub fn get(&self, key: impl ToString) -> Option<&T>

pub fn learning_rate(&self) -> Option<&T>

pub fn momentum(&self) -> Option<&T>

pub fn decay(&self) -> Option<&T>

Trait Implementations

impl<T: Clone> Clone for StandardModelConfig<T>

fn clone(&self) -> StandardModelConfig<T>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<T: Debug> Debug for StandardModelConfig<T>

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

Formats the value using the given formatter.

impl<T> NetworkConfig<T> for StandardModelConfig<T>

fn get<K>(&self, key: K) -> Option<&T>

where K: AsRef<str>,

fn get_mut<K>(&mut self, key: K) -> Option<&mut T>

where K: AsRef<str>,

fn set<K>(&mut self, key: K, value: T) -> Option<T>

where K: AsRef<str>,

fn remove<K>(&mut self, key: K) -> Option<T>

where K: AsRef<str>,

fn contains<K>(&self, key: K) -> bool

where K: AsRef<str>,

fn keys(&self) -> Vec<String>

impl<T> TrainingConfiguration<T> for StandardModelConfig<T>

fn epochs(&self) -> usize

fn batch_size(&self) -> usize

fn learning_rate(&self) -> Option<&T>

fn momentum(&self) -> Option<&T>

fn weight_decay(&self) -> Option<&T>

fn dropout(&self) -> Option<&T>

fn decay(&self) -> Option<&T>

fn beta1(&self) -> Option<&T>

fn beta2(&self) -> Option<&T>

fn epsilon(&self) -> Option<&T>

fn gradient_clip(&self) -> Option<&T>