Struct TrainingConfig 

pub struct TrainingConfig {
    pub max_steps: usize,
    pub eval_interval: usize,
    pub learning_rate: f64,
    pub min_learning_rate: f64,
    pub warmup_steps: usize,
    pub weight_decay: f64,
    pub beta1: f64,
    pub beta2: f64,
    pub epsilon: f64,
    pub grad_clip: f64,
}

Fields

max_steps: usize

eval_interval: usize

learning_rate: f64

min_learning_rate: f64

warmup_steps: usize

weight_decay: f64

beta1: f64

beta2: f64

epsilon: f64

grad_clip: f64

Implementations

impl TrainingConfig

pub fn new() -> Self

Create a new instance of the config.

impl TrainingConfig

pub fn with_max_steps(self, max_steps: usize) -> Self

Set the default value for the field.

pub fn with_eval_interval(self, eval_interval: usize) -> Self

Set the default value for the field.

pub fn with_learning_rate(self, learning_rate: f64) -> Self

Set the default value for the field.

pub fn with_min_learning_rate(self, min_learning_rate: f64) -> Self

Set the default value for the field.

pub fn with_warmup_steps(self, warmup_steps: usize) -> Self

Set the default value for the field.

pub fn with_weight_decay(self, weight_decay: f64) -> Self

Set the default value for the field.

pub fn with_beta1(self, beta1: f64) -> Self

Set the default value for the field.

pub fn with_beta2(self, beta2: f64) -> Self

Set the default value for the field.

pub fn with_epsilon(self, epsilon: f64) -> Self

Set the default value for the field.

pub fn with_grad_clip(self, grad_clip: f64) -> Self

Set the default value for the field.

impl TrainingConfig

pub fn validate(&self) -> Result<(), TrainingError>

Trait Implementations

impl Clone for TrainingConfig

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 TrainingConfig

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 TrainingConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TrainingConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for TrainingConfig

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

Formats the value using the given formatter.

impl PartialEq for TrainingConfig

fn eq(&self, other: &TrainingConfig) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for TrainingConfig

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

where S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for TrainingConfig