LearningRateConfig

optirs_core::streaming::adaptive_streaming::config

Struct LearningRateConfig 

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pub struct LearningRateConfig {
    pub initial_rate: f64,
    pub min_rate: f64,
    pub max_rate: f64,
    pub adaptation_strategy: LearningRateAdaptationStrategy,
    pub adaptation_frequency: usize,
    pub performance_sensitivity: f64,
    pub enable_cyclical_rates: bool,
    pub cycle_config: CyclicalRateConfig,
}
Expand description

Learning rate adaptation configuration

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§initial_rate: f64

Initial learning rate

§min_rate: f64

Minimum learning rate

§max_rate: f64

Maximum learning rate

§adaptation_strategy: LearningRateAdaptationStrategy

Learning rate adaptation strategy

§adaptation_frequency: usize

Adaptation frequency

§performance_sensitivity: f64

Performance sensitivity for adaptation

§enable_cyclical_rates: bool

Enable cyclical learning rates

§cycle_config: CyclicalRateConfig

Cycle configuration

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impl Clone for LearningRateConfig

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fn clone(&self) -> LearningRateConfig

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 LearningRateConfig

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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 LearningRateConfig

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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 LearningRateConfig

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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 LearningRateConfig

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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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