Struct IvfParams 

pub struct IvfParams {
    pub num_lists: usize,
    pub num_probes: usize,
    pub soft_assign: usize,
    pub max_kmeans_iters: usize,
}

IVF (inverted file / k-means) construction parameters.

Fields

num_lists: usize

Number of coarse centroids / inverted lists (k).

num_probes: usize

Lists probed per query (nprobe).

soft_assign: usize

Number of nearest lists each vector is assigned to (LEANN soft assignment uses 2 for cross-list connectivity).

max_kmeans_iters: usize

Maximum k-means iterations during training.

Implementations

impl IvfParams

pub fn validate(&self) -> Result<()>

Validate the IVF parameters.

Trait Implementations

impl Clone for IvfParams

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for IvfParams

impl Debug for IvfParams

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for IvfParams

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for IvfParams

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for IvfParams

fn eq(&self, other: &Self) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl Serialize for IvfParams

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for IvfParams