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BatchStatistics

tenflowers_neural::utils::batch_processing

Struct BatchStatistics 

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pub struct BatchStatistics {
    pub total_batches: usize,
    pub total_samples: usize,
    pub avg_batch_size: f64,
    pub min_batch_size: usize,
    pub max_batch_size: usize,
    pub avg_padding_ratio: f64,
}
Expand description

Batch statistics for monitoring

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§total_batches: usize

Total number of batches processed

§total_samples: usize

Total number of samples processed

§avg_batch_size: f64

Average batch size

§min_batch_size: usize

Min batch size seen

§max_batch_size: usize

Max batch size seen

§avg_padding_ratio: f64

Average padding ratio (for sequences)

Implementations§

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impl BatchStatistics

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pub fn new() -> Self

Create new batch statistics

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pub fn record_batch(&mut self, batch_size: usize, padding_ratio: f64)

Record a batch

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pub fn reset(&mut self)

Reset statistics

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pub fn efficiency(&self) -> f64

Get efficiency (ratio of real data to padded data)

Trait Implementations§

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impl Clone for BatchStatistics

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fn clone(&self) -> BatchStatistics

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 BatchStatistics

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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 BatchStatistics

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fn default() -> Self

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

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