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PrivacyConfig

entrenar::yaml_mode

Struct PrivacyConfig 

Source 
pub struct PrivacyConfig {
    pub differential: bool,
    pub epsilon: f64,
    pub delta: Option<f64>,
    pub max_grad_norm: Option<f64>,
    pub noise_multiplier: Option<f64>,
    pub accountant: Option<String>,
}
Expand description

Privacy configuration for differential privacy

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§differential: bool

Enable differential privacy

§epsilon: f64

Privacy budget epsilon

§delta: Option<f64>

Privacy budget delta

§max_grad_norm: Option<f64>

Maximum gradient norm for clipping

§noise_multiplier: Option<f64>

Noise multiplier

§accountant: Option<String>

Privacy accountant type (rdp, gdp, etc.)

Trait Implementations§

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impl Clone for PrivacyConfig

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fn clone(&self) -> PrivacyConfig

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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<'de> Deserialize<'de> for PrivacyConfig

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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 PrivacyConfig

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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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