Enum CalibrationMethod 

pub enum CalibrationMethod {
    MinMax,
    Percentile(f32),
    Entropy,
    MSE,
}

Strategy for choosing the quantization range from observed activations.

Variants

MinMax

Use the full observed min/max range (default).

Percentile(f32)

Clip outliers at the given percentile (e.g. 99.9).

Entropy

Minimize KL divergence between the original and quantized distributions.

MSE

Minimize mean squared error between original and dequantized values.

Trait Implementations

impl Clone for CalibrationMethod

fn clone(&self) -> CalibrationMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CalibrationMethod

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

Formats the value using the given formatter.

impl Default for CalibrationMethod

fn default() -> CalibrationMethod

Returns the “default value” for a type.

impl Display for CalibrationMethod

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

Formats the value using the given formatter.

impl FromStr for CalibrationMethod

type Err = QuantizeError

The associated error which can be returned from parsing.

fn from_str(s: &str) -> Result<Self, Self::Err>

Parses a string s to return a value of this type.

impl Copy for CalibrationMethod