Struct QuantizationConfig 

pub struct QuantizationConfig {
    pub scheme: QuantizationScheme,
    pub granularity: QuantizationGranularity,
    pub symmetric: bool,
    pub calibration: CalibrationMethod,
}

Quantization configuration

Fields

scheme: QuantizationScheme

Quantization scheme (INT4, INT8, etc.)

granularity: QuantizationGranularity

Quantization granularity

symmetric: bool

Use symmetric quantization (zero_point = 0)

calibration: CalibrationMethod

Calibration method for determining scale/zero-point

Implementations

impl QuantizationConfig

pub fn int8_symmetric() -> Self

Create INT8 symmetric per-tensor quantization config

pub fn int8_asymmetric() -> Self

Create INT8 asymmetric per-tensor quantization config

pub fn int8_per_channel(num_channels: usize) -> Self

Create INT8 per-channel quantization config

pub fn int4_symmetric() -> Self

Create INT4 symmetric per-tensor quantization config

pub fn int4_per_channel(num_channels: usize) -> Self

Create INT4 per-channel quantization config

Trait Implementations

impl Clone for QuantizationConfig

fn clone(&self) -> QuantizationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizationConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for QuantizationConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for QuantizationConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.