Struct CalibrationStats 

pub struct CalibrationStats {
    pub min: f32,
    pub max: f32,
    pub count: usize,
}

Statistics for quantization calibration

Fields

min: f32

Minimum observed value

max: f32

Maximum observed value

count: usize

Number of observations

Implementations

impl CalibrationStats

pub fn new() -> Self

Create new calibration stats

pub fn update_1d(&mut self, data: &Array1<f32>)

Update statistics with new data

pub fn update_2d(&mut self, data: &Array2<f32>)

Update statistics with 2D data

pub fn to_symmetric_params(&self) -> ModelResult<QuantizationParams>

Compute symmetric quantization params from statistics

pub fn to_asymmetric_params(&self) -> ModelResult<QuantizationParams>

Compute asymmetric quantization params from statistics

Trait Implementations

impl Clone for CalibrationStats

fn clone(&self) -> CalibrationStats

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CalibrationStats

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

Formats the value using the given formatter.

impl Default for CalibrationStats

fn default() -> Self

Returns the “default value” for a type.