TrainingMetricsCollection

optirs_learned::transformer_based_optimizer::performance_tracker

Struct TrainingMetricsCollection 

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pub struct TrainingMetricsCollection {
    pub total_epochs: usize,
    pub total_training_time: Duration,
    pub average_loss: f64,
    pub best_loss: f64,
    pub convergence_rate: f64,
    pub meta_steps: usize,
    pub task_adaptations: usize,
}
Expand description

Performance metrics collections

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§total_epochs: usize§total_training_time: Duration§average_loss: f64§best_loss: f64§convergence_rate: f64§meta_steps: usize§task_adaptations: usize

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impl TrainingMetricsCollection

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pub fn new() -> Self

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pub fn record_epoch(&mut self, loss: f64, duration: Duration, convergence: f64)

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pub fn record_meta_step( &mut self, loss: f64, _duration: Duration, adaptations: usize, )

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impl Clone for TrainingMetricsCollection

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fn clone(&self) -> TrainingMetricsCollection

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 TrainingMetricsCollection

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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 TrainingMetricsCollection

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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 TrainingMetricsCollection

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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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