Struct QuantizationParams 

pub struct QuantizationParams {
    pub scale: Vec<f32>,
    pub zero_point: Vec<i8>,
    pub method: QuantizationMethod,
    pub granularity: QuantizationGranularity,
}

Quantization parameters

Fields

scale: Vec<f32>

Scale factor(s)

zero_point: Vec<i8>

Zero point(s)

method: QuantizationMethod

Quantization method

granularity: QuantizationGranularity

Granularity

Implementations

impl QuantizationParams

pub fn symmetric_per_tensor(scale: f32) -> Self

Create symmetric per-tensor quantization params

pub fn asymmetric_per_tensor(scale: f32, zero_point: i8) -> Self

Create asymmetric per-tensor quantization params

pub fn symmetric_per_channel(scales: Vec<f32>) -> Self

Create symmetric per-channel quantization params

pub fn validate(&self) -> ModelResult<()>

Validate parameters

Trait Implementations

impl Clone for QuantizationParams

fn clone(&self) -> QuantizationParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizationParams

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

Formats the value using the given formatter.