Struct CompressedEmbedding 

pub struct CompressedEmbedding {
    pub quantized_values: Vec<u8>,
    pub scale: f32,
    pub offset: f32,
    pub dimension: usize,
    pub compression_ratio: f32,
}

Compressed embedding representation

Fields

quantized_values: Vec<u8>

Quantized embedding values

scale: f32

Quantization parameters

offset: f32

dimension: usize

Original dimension

compression_ratio: f32

Compression ratio achieved

Trait Implementations

impl Clone for CompressedEmbedding

fn clone(&self) -> CompressedEmbedding

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CompressedEmbedding

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for CompressedEmbedding

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for CompressedEmbedding

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

where __S: Serializer,

Serialize this value into the given Serde serializer.