Struct QuantizedActivation 

pub struct QuantizedActivation {
    pub data: Vec<u8>,
    pub scale: f32,
    pub zero_point: i32,
    pub shape: Vec<usize>,
    pub scheme: ActivationQuantScheme,
    pub bits: u8,
}

Quantized activation tensor

Fields

data: Vec<u8>

Quantized data

scale: f32

Quantization scale

zero_point: i32

Zero point for asymmetric quantization

shape: Vec<usize>

Original tensor shape

scheme: ActivationQuantScheme

Quantization scheme used

bits: u8

Number of bits used

Implementations

impl QuantizedActivation

pub fn new( data: Vec<u8>, scale: f32, zero_point: i32, shape: Vec<usize>, scheme: ActivationQuantScheme, bits: u8, ) -> Self

Create new quantized activation

pub fn dequantize(&self) -> Result<Tensor>

Dequantize back to float tensor

Trait Implementations

impl Clone for QuantizedActivation

fn clone(&self) -> QuantizedActivation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizedActivation

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

Formats the value using the given formatter.