Struct DistillationConfig 

pub struct DistillationConfig {
    pub temperature: f32,
    pub alpha: f32,
    pub strategy: DistillationStrategy,
    pub use_feature_matching: bool,
    pub feature_matching_layers: HashMap<usize, usize>,
    pub use_attention_transfer: bool,
    pub attention_loss_weight: f32,
    pub progressive: bool,
    pub progressive_stages: usize,
    pub min_temperature: f32,
}

Configuration for knowledge distillation

Fields

temperature: f32

Temperature for softmax in distillation loss (higher = softer)

alpha: f32

Weight for distillation loss vs. hard target loss (0.0-1.0)

strategy: DistillationStrategy

Distillation strategy to use

use_feature_matching: bool

Whether to use feature matching

feature_matching_layers: HashMap<usize, usize>

Layers to match features (teacher_layer -> student_layer)

use_attention_transfer: bool

Whether to use attention transfer

attention_loss_weight: f32

Weight for attention transfer loss

progressive: bool

Whether to use progressive distillation

progressive_stages: usize

Number of progressive stages

min_temperature: f32

Minimum temperature for progressive cooling

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.