Struct QuantizationConfig 

pub struct QuantizationConfig {
    pub input_model: PathBuf,
    pub output_model: PathBuf,
    pub mode: QuantizationMode,
    pub precision: QuantizationPrecision,
    pub calibration_data: Option<PathBuf>,
    pub calibration_samples: usize,
    pub per_channel: bool,
    pub symmetric: bool,
    pub accuracy_threshold: f64,
    pub exclude_layers: Vec<String>,
    pub mixed_precision: Option<MixedPrecisionConfig>,
}

Quantization configuration

Fields

input_model: PathBuf

Input model path

output_model: PathBuf

Output model path

mode: QuantizationMode

Quantization mode

precision: QuantizationPrecision

Target precision

calibration_data: Option<PathBuf>

Calibration dataset path (for static quantization)

calibration_samples: usize

Number of calibration samples

per_channel: bool

Per-channel quantization

symmetric: bool

Symmetric quantization

accuracy_threshold: f64

Accuracy threshold for validation

exclude_layers: Vec<String>

Layers to exclude from quantization

mixed_precision: Option<MixedPrecisionConfig>

Mixed precision configuration

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.