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DistillationConfig

trustformers_mobile::compression

Struct DistillationConfig 

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pub struct DistillationConfig {
    pub temperature: f32,
    pub distillation_weight: f32,
    pub hard_target_weight: f32,
    pub strategy: DistillationStrategy,
    pub feature_matching: Option<FeatureMatchingConfig>,
}
Expand description

Knowledge distillation configuration

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§temperature: f32

Temperature for distillation

§distillation_weight: f32

Weight for distillation loss

§hard_target_weight: f32

Weight for hard target loss

§strategy: DistillationStrategy

Distillation strategy

§feature_matching: Option<FeatureMatchingConfig>

Feature matching configuration

Trait Implementations§

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impl Clone for DistillationConfig

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fn clone(&self) -> DistillationConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DistillationConfig

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

Formats the value using the given formatter. Read more
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impl Default for DistillationConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for DistillationConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for DistillationConfig

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

Serialize this value into the given Serde serializer. Read more

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> ConfigSerializable for T
where T: Serialize + for<'de> Deserialize<'de>,

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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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fn from_json(json: &str) -> Result<T, TrustformersError>

Deserialize from JSON string
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fn save_to_file(&self, path: &Path) -> Result<(), TrustformersError>

Save to file
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fn load_from_file(path: &Path) -> Result<Self, TrustformersError>
where Self: Sized,

Load from file
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