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GradientProcessingConfig

trustformers_optim::gradient_processing

Struct GradientProcessingConfig 

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pub struct GradientProcessingConfig {
    pub enable_centralization: bool,
    pub enable_standardization: bool,
    pub enable_adaptive_clipping: bool,
    pub enable_noise_injection: bool,
    pub enable_smoothing: bool,
    pub enable_hessian_preconditioning: bool,
    pub adaptive_clipping: AdaptiveClippingConfig,
    pub noise_injection: NoiseInjectionConfig,
    pub smoothing: SmoothingConfig,
    pub hessian_preconditioning: HessianPreconditioningConfig,
}
Expand description

Configuration for gradient processing techniques.

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§enable_centralization: bool

Enable gradient centralization

§enable_standardization: bool

Enable gradient standardization

§enable_adaptive_clipping: bool

Enable adaptive gradient clipping

§enable_noise_injection: bool

Enable gradient noise injection

§enable_smoothing: bool

Enable gradient smoothing

§enable_hessian_preconditioning: bool

Enable Hessian-based preconditioning

§adaptive_clipping: AdaptiveClippingConfig

Adaptive clipping parameters

§noise_injection: NoiseInjectionConfig

Noise injection parameters

§smoothing: SmoothingConfig

Smoothing parameters

§hessian_preconditioning: HessianPreconditioningConfig

Hessian preconditioning parameters

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impl Clone for GradientProcessingConfig

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fn clone(&self) -> GradientProcessingConfig

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 GradientProcessingConfig

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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 GradientProcessingConfig

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fn default() -> GradientProcessingConfig

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

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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 GradientProcessingConfig

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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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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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where T: Serialize + for<'de> Deserialize<'de>,

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Serialize to JSON string
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