IvfConfig

oxirs_vec::ivf

Struct IvfConfig 

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pub struct IvfConfig {
    pub n_clusters: usize,
    pub n_probes: usize,
    pub max_iterations: usize,
    pub convergence_threshold: f32,
    pub seed: Option<u64>,
    pub quantization: QuantizationStrategy,
    pub enable_residual_quantization: bool,
    pub pq_config: Option<PQConfig>,
}
Expand description

Configuration for IVF index

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§n_clusters: usize

Number of clusters (Voronoi cells)

§n_probes: usize

Number of probes during search (cells to examine)

§max_iterations: usize

Maximum iterations for k-means clustering

§convergence_threshold: f32

Convergence threshold for k-means

§seed: Option<u64>

Random seed for reproducibility

§quantization: QuantizationStrategy

Quantization strategy for residuals

§enable_residual_quantization: bool

Enable residual quantization for compression (deprecated - use quantization field)

§pq_config: Option<PQConfig>

Product quantization configuration for residuals (deprecated - use quantization field)

Trait Implementations§

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impl Clone for IvfConfig

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fn clone(&self) -> IvfConfig

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 IvfConfig

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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 IvfConfig

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fn default() -> Self

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

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