Struct QuantMetrics 

pub struct QuantMetrics {
    pub original_min: f32,
    pub original_max: f32,
    pub loss_ratio: f32,
}

Metrics and debug information for quantization operations

Fields

original_min: f32

Original minimum value in the embedding

original_max: f32

Original maximum value in the embedding

loss_ratio: f32

Approximate information loss ratio (0.0 = no loss, 1.0 = complete loss) Calculated based on quantization error

Implementations

impl QuantMetrics

pub fn new(original_min: f32, original_max: f32, loss_ratio: f32) -> Self

Creates new quantization metrics

pub fn dynamic_range(&self) -> f32

Returns the dynamic range of the original data

Trait Implementations

impl Clone for QuantMetrics

fn clone(&self) -> QuantMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantMetrics

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for QuantMetrics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for QuantMetrics

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for QuantMetrics

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 QuantMetrics