Struct BatchConfig 

pub struct BatchConfig {
    pub batch_size: usize,
    pub shuffle: bool,
    pub drop_last: bool,
    pub epochs: usize,
    pub early_stopping_patience: Option<usize>,
    pub min_quality_improvement: f32,
}

Batch configuration for training

Fields

batch_size: usize

Batch size

shuffle: bool

Shuffle examples

drop_last: bool

Drop incomplete last batch

epochs: usize

Number of epochs

early_stopping_patience: Option<usize>

Early stopping patience (None = disabled)

min_quality_improvement: f32

Minimum quality improvement for early stopping

Implementations

impl BatchConfig

pub fn single_pass() -> Self

Create config for single pass (no batching)

pub fn for_data_size(hint: &DataSizeHint) -> Self

Create config optimized for size hint

Trait Implementations

impl Clone for BatchConfig

fn clone(&self) -> BatchConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BatchConfig

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

Formats the value using the given formatter.

impl Default for BatchConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for BatchConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for BatchConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.