Struct QuantizedTensor 

pub struct QuantizedTensor {
    pub quantized_data: Vec<i32>,
    pub params: QuantizationParams,
    pub shape: Vec<usize>,
    pub name: Option<String>,
}

Quantized tensor representation

Fields

quantized_data: Vec<i32>

Quantized values (as integers)

params: QuantizationParams

Quantization parameters

shape: Vec<usize>

Original tensor shape

name: Option<String>

Original tensor name (optional)

Implementations

impl QuantizedTensor

pub fn new( quantized_data: Vec<i32>, params: QuantizationParams, shape: Vec<usize>, ) -> Self

Create a new quantized tensor

pub fn with_name(self, name: String) -> Self

Set tensor name

pub fn size_bytes(&self) -> usize

Get the size in bytes

pub fn compression_ratio(&self) -> f32

Get compression ratio compared to FP32

pub fn dequantize(&self) -> Vec<f32>

Dequantize back to FP32

pub fn quantization_error(&self, original: &[f32]) -> QuantizationError

Compute quantization error metrics

Trait Implementations

impl Clone for QuantizedTensor

fn clone(&self) -> QuantizedTensor

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizedTensor

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for QuantizedTensor

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for QuantizedTensor

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

where __S: Serializer,

Serialize this value into the given Serde serializer.