Struct QuantizationParams 

pub struct QuantizationParams {
    pub qtype: QuantizationType,
    pub scheme: QuantizationScheme,
    pub scales: Vec<f32>,
    pub zero_points: Vec<i32>,
    pub shape: Vec<usize>,
}

Quantization parameters

Fields

qtype: QuantizationType

Quantization type

scheme: QuantizationScheme

Quantization scheme

scales: Vec<f32>

Scale factors (per-tensor or per-channel)

zero_points: Vec<i32>

Zero points (per-tensor or per-channel)

shape: Vec<usize>

Original shape

Implementations

impl QuantizationParams

pub fn new( qtype: QuantizationType, scheme: QuantizationScheme, scales: Vec<f32>, zero_points: Vec<i32>, shape: Vec<usize>, ) -> Self

Create new quantization parameters

pub fn qrange(&self) -> (i32, i32)

Get quantization range

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

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.

impl<'de> Deserialize<'de> for QuantizationParams

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for QuantizationParams

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

where __S: Serializer,

Serialize this value into the given Serde serializer.