Trait VectorQuantizer 

pub trait VectorQuantizer:
    Send
    + Sync
    + Debug {
    // Required methods
    fn compress(&self, vectors: &[Vec<f32>]) -> Vec<Vec<u8>>;
    fn decompress(&self, quantized: &[Vec<u8>]) -> Vec<Vec<f32>>;
}

向量量化 trait

Required Methods

fn compress(&self, vectors: &[Vec<f32>]) -> Vec<Vec<u8>>

压缩向量（float → quantized）

fn decompress(&self, quantized: &[Vec<u8>]) -> Vec<Vec<f32>>

解压向量（quantized → float）

Implementors

impl VectorQuantizer for ProductQuantizer

impl VectorQuantizer for ScalarQuantizer

impl VectorQuantizer for NoopQuantizer