Struct QuantizationConfig 

pub struct QuantizationConfig {
    pub scheme: QuantizationScheme,
    pub bit_width: BitWidth,
    pub calibration: bool,
    pub calibration_samples: usize,
    pub weights_only: bool,
    pub qat: bool,
}

Quantization configuration

Fields

scheme: QuantizationScheme

Quantization scheme to use

bit_width: BitWidth

Bit width for quantization

calibration: bool

Enable calibration for better quantization

calibration_samples: usize

Number of calibration samples

weights_only: bool

Quantize only weights (keep activations in float)

qat: bool

Use quantization-aware training

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 Default for QuantizationConfig

fn default() -> Self

Returns the “default value” for a type.

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.