OptimizationConfig

oxirs_embed::real_time_optimization

Struct OptimizationConfig 

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pub struct OptimizationConfig {
    pub enable_adaptive_lr: bool,
    pub enable_architecture_opt: bool,
    pub enable_online_learning: bool,
    pub enable_resource_opt: bool,
    pub optimization_frequency: u64,
    pub performance_window_size: usize,
    pub improvement_threshold: f32,
    pub max_lr_adjustment: f32,
    pub architecture_mutation_prob: f32,
    pub online_batch_size: usize,
    pub resource_sensitivity: f32,
}
Expand description

Configuration for real-time optimization

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§enable_adaptive_lr: bool

Enable adaptive learning rate optimization

§enable_architecture_opt: bool

Enable dynamic architecture optimization

§enable_online_learning: bool

Enable online learning

§enable_resource_opt: bool

Enable resource optimization

§optimization_frequency: u64

Optimization frequency (in seconds)

§performance_window_size: usize

Performance window size for moving averages

§improvement_threshold: f32

Minimum improvement threshold to apply changes

§max_lr_adjustment: f32

Maximum learning rate adjustment factor

§architecture_mutation_prob: f32

Architecture mutation probability

§online_batch_size: usize

Online learning batch size

§resource_sensitivity: f32

Resource optimization sensitivity

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impl Clone for OptimizationConfig

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fn clone(&self) -> OptimizationConfig

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 OptimizationConfig

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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 OptimizationConfig

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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 OptimizationConfig

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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 OptimizationConfig

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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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