Struct ScalarQuantizationParams 

pub struct ScalarQuantizationParams {
    pub min: f32,
    pub max: f32,
    pub scale: f32,
}

Scalar quantization parameters for a single dimension

Fields

min: f32

Minimum value in training data

max: f32

Maximum value in training data

scale: f32

Scale factor: (max - min) / 255

Implementations

impl ScalarQuantizationParams

pub fn new(min: f32, max: f32) -> Self

Create parameters from min/max values

pub fn quantize_value(&self, value: f32) -> u8

Quantize a single value to u8

pub fn dequantize_value(&self, quantized: u8) -> f32

Dequantize a u8 back to f32

Trait Implementations

impl Clone for ScalarQuantizationParams

fn clone(&self) -> ScalarQuantizationParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ScalarQuantizationParams

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ScalarQuantizationParams

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ScalarQuantizationParams

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

where __S: Serializer,

Serialize this value into the given Serde serializer.