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LayerWiseLRAnalysisResult

trustformers_debug::advanced_ml_debugging

Struct LayerWiseLRAnalysisResult 

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pub struct LayerWiseLRAnalysisResult {
    pub timestamp: DateTime<Utc>,
    pub layer_lr_recommendations: HashMap<String, LayerLRRecommendation>,
    pub global_lr_insights: GlobalLRInsights,
    pub adaptation_strategy: LRAdaptationStrategy,
    pub training_phase_recommendations: Vec<TrainingPhaseRecommendation>,
    pub lr_schedule_predictions: Vec<LRSchedulePrediction>,
}
Expand description

Layer-wise learning rate adaptation analysis result

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§timestamp: DateTime<Utc>

Analysis timestamp

§layer_lr_recommendations: HashMap<String, LayerLRRecommendation>

Learning rate recommendations per layer

§global_lr_insights: GlobalLRInsights

Global learning rate insights

§adaptation_strategy: LRAdaptationStrategy

Learning rate adaptation strategy

§training_phase_recommendations: Vec<TrainingPhaseRecommendation>

Training phase recommendations

§lr_schedule_predictions: Vec<LRSchedulePrediction>

Performance predictions with different LR schedules

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impl Clone for LayerWiseLRAnalysisResult

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fn clone(&self) -> LayerWiseLRAnalysisResult

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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 LayerWiseLRAnalysisResult

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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 LayerWiseLRAnalysisResult

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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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