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LayerLRRecommendation

trustformers_debug::advanced_ml_debugging

Struct LayerLRRecommendation 

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pub struct LayerLRRecommendation {
    pub layer_id: String,
    pub layer_type: String,
    pub current_lr: f64,
    pub recommended_lr: f64,
    pub confidence: f64,
    pub reasoning: String,
    pub layer_metrics: LayerLRMetrics,
    pub lr_sensitivity: f64,
    pub urgency: AdaptationUrgency,
}
Expand description

Learning rate recommendation for a specific layer

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§layer_id: String

Layer identifier

§layer_type: String

Layer type (e.g., “attention”, “feedforward”, “embedding”)

§current_lr: f64

Current learning rate

§recommended_lr: f64

Recommended learning rate

§confidence: f64

Recommendation confidence

§reasoning: String

Reasoning for recommendation

§layer_metrics: LayerLRMetrics

Layer-specific metrics

§lr_sensitivity: f64

Sensitivity to learning rate changes

§urgency: AdaptationUrgency

Adaptation urgency level

Trait Implementations§

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impl Clone for LayerLRRecommendation

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fn clone(&self) -> LayerLRRecommendation

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 LayerLRRecommendation

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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 LayerLRRecommendation

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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 LayerLRRecommendation

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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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