Enum QuantizationScheme

pub enum QuantizationScheme {
    PerTensor(QuantizationMode, QuantizationType),
}

Quantization scheme.

Variants

PerTensor(QuantizationMode, QuantizationType)

Per-tensor quantization.

Implementations

impl QuantizationScheme

pub fn mode(&self) -> QuantizationMode

Get the quantization mode

pub fn compute_range<B, const D: usize>( &self, tensor: &Tensor<B, D>, calibration: &Calibration, ) -> CalibrationRange<B>

where B: Backend,

Compute the quantization range mapping.

pub fn compute_q_params<B>( &self, range: CalibrationRange<B>, ) -> QParams<Tensor<B, 1>, Tensor<B, 1, Int>>

where B: Backend,

Compute the quantization parameters.

pub fn q_type(&self) -> QuantizationType

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 Debug for QuantizationScheme

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

Formats the value using the given formatter.

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

fn deserialize<__D>( __deserializer: __D, ) -> Result<QuantizationScheme, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Hash for QuantizationScheme

fn hash<__H>(&self, state: &mut __H)

where __H: Hasher,

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

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 as Serializer>::Ok, <__S as Serializer>::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for QuantizationScheme

impl Eq for QuantizationScheme

impl StructuralPartialEq for QuantizationScheme