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AdaptiveBatchConfig

scirs2_cluster::adaptive

Struct AdaptiveBatchConfig 

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pub struct AdaptiveBatchConfig {
    pub initial_batch_size: usize,
    pub min_batch: usize,
    pub max_batch: usize,
    pub growth_factor: f64,
    pub decay_factor: f64,
    pub window: usize,
}
Expand description

Configuration for BatchSizeController.

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§initial_batch_size: usize

Starting batch size.

§min_batch: usize

Hard lower bound on batch size.

§max_batch: usize

Hard upper bound on batch size.

§growth_factor: f64

Multiplicative factor when growing the batch (must be > 1).

§decay_factor: f64

Multiplicative factor when shrinking the batch (must be in (0, 1)).

§window: usize

Number of recent losses used to compute statistics.

Trait Implementations§

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impl Clone for AdaptiveBatchConfig

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fn clone(&self) -> AdaptiveBatchConfig

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 AdaptiveBatchConfig

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fn default() -> Self

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

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