MetricsTracker

oxirs_embed::training

Struct MetricsTracker 

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pub struct MetricsTracker {
    pub losses: Vec<f64>,
    pub learning_rates: Vec<f64>,
    pub epochs: Vec<usize>,
    pub validation_losses: Vec<f64>,
    pub training_times: Vec<f64>,
}
Expand description

Training metrics tracker

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§losses: Vec<f64>§learning_rates: Vec<f64>§epochs: Vec<usize>§validation_losses: Vec<f64>§training_times: Vec<f64>

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impl MetricsTracker

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pub fn new() -> Self

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pub fn record_epoch( &mut self, epoch: usize, loss: f64, lr: f64, training_time: f64, )

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pub fn record_validation(&mut self, val_loss: f64)

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pub fn get_smoothed_loss(&self, window_size: usize) -> Vec<f64>

Trait Implementations§

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impl Clone for MetricsTracker

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fn clone(&self) -> MetricsTracker

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 MetricsTracker

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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 MetricsTracker

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fn default() -> Self

Returns the “default value” for a type. Read more

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