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LRSchedulePrediction

trustformers_debug::advanced_ml_debugging

Struct LRSchedulePrediction 

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pub struct LRSchedulePrediction {
    pub schedule: LRSchedule,
    pub predicted_accuracy: f64,
    pub predicted_convergence_epochs: usize,
    pub predicted_stability: f64,
    pub prediction_confidence: f64,
    pub risk_assessment: RiskAssessment,
}
Expand description

Prediction of performance with different LR schedules

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§schedule: LRSchedule

Schedule being evaluated

§predicted_accuracy: f64

Predicted final accuracy

§predicted_convergence_epochs: usize

Predicted convergence time

§predicted_stability: f64

Predicted training stability

§prediction_confidence: f64

Confidence in prediction

§risk_assessment: RiskAssessment

Risk assessment

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impl Clone for LRSchedulePrediction

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fn clone(&self) -> LRSchedulePrediction

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 LRSchedulePrediction

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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 LRSchedulePrediction

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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 LRSchedulePrediction

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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