Struct DistillationConfig 

pub struct DistillationConfig {
    pub temperature: f32,
    pub alpha: f32,
    pub use_soft_targets: bool,
    pub use_feature_matching: bool,
    pub feature_match_layers: Vec<(String, String)>,
}

Knowledge distillation configuration

Fields

temperature: f32

Temperature for softening probability distributions

alpha: f32

Weight for distillation loss (alpha) Final loss = alpha * distillation_loss + (1 - alpha) * student_loss

use_soft_targets: bool

Whether to use soft targets

use_feature_matching: bool

Whether to use intermediate feature matching

feature_match_layers: Vec<(String, String)>

Layers to match features (teacher_layer, student_layer)

Implementations

impl DistillationConfig

pub fn new() -> Self

Create a new distillation configuration

pub fn with_temperature(self, temperature: f32) -> Self

Set temperature

pub fn with_alpha(self, alpha: f32) -> Self

Set alpha (distillation weight)

pub fn with_feature_matching(self) -> Self

Enable feature matching

pub fn add_feature_match( self, teacher_layer: String, student_layer: String, ) -> Self

Add feature matching pair

Trait Implementations

impl Clone for DistillationConfig

fn clone(&self) -> DistillationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DistillationConfig

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

Formats the value using the given formatter.

impl Default for DistillationConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DistillationConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DistillationConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.