Struct QuantizedTensor 

pub struct QuantizedTensor {
    pub values: Vec<i8>,
    pub params: QuantizationParams,
    pub shape: Vec<usize>,
}

Quantized tensor representation

Fields

values: Vec<i8>

Quantized values (int8)

params: QuantizationParams

Quantization parameters

shape: Vec<usize>

Original shape

Implementations

impl QuantizedTensor

pub fn from_array(array: &Array1<f32>, config: &QuantizationConfig) -> Self

Create quantized tensor from float array

pub fn to_array(&self) -> Array1<f32>

Dequantize back to float array

pub fn compression_ratio(&self) -> f32

Get compression ratio

pub fn size_bytes(&self) -> usize

Get size in bytes

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.