Enum QuantizationScheme 

pub enum QuantizationScheme {
    Int8,
    Int4,
    Int16,
}

Quantization scheme

Variants

Int8

8-bit integer quantization (INT8)

Int4

4-bit integer quantization (INT4)

Int16

16-bit integer quantization (INT16)

Implementations

impl QuantizationScheme

pub fn bit_width(&self) -> u8

Get the bit width for this scheme

pub fn range(&self, symmetric: bool) -> (i32, i32)

Get the quantization range (min, max) for this scheme

pub fn compression_ratio(&self) -> f32

Calculate compression ratio compared to f32

Trait Implementations

impl Clone for QuantizationScheme

fn clone(&self) -> QuantizationScheme

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for QuantizationScheme

impl Debug for QuantizationScheme

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for QuantizationScheme

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Eq for QuantizationScheme

impl PartialEq for QuantizationScheme

fn eq(&self, other: &QuantizationScheme) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for QuantizationScheme

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for QuantizationScheme