Struct SymmetricQuantization

pub struct SymmetricQuantization<E>
where
    E: Float + Send + Sync,
{
    pub scale: E,
    /* private fields */
}

Symmetric quantization scheme.

Fields

scale: E

The scaling factor.

Implementations

impl<E> SymmetricQuantization<E>

where E: Float + Send + Sync,

pub fn init(scale: E, value: QuantValue) -> SymmetricQuantization<E>

Initialize a symmetric quantization scheme with the given parameters.

Trait Implementations

impl<E> Clone for SymmetricQuantization<E>

where E: Clone + Float + Send + Sync,

fn clone(&self) -> SymmetricQuantization<E>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<E> Debug for SymmetricQuantization<E>

where E: Debug + Float + Send + Sync,

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

Formats the value using the given formatter.

impl<'de, E> Deserialize<'de> for SymmetricQuantization<E>

where E: Float + Send + Sync + Deserialize<'de>,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl<E> PartialEq for SymmetricQuantization<E>

where E: Float + Send + Sync,

fn eq(&self, other: &SymmetricQuantization<E>) -> 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<E> Quantization<E> for SymmetricQuantization<E>

where E: Float + Send + Sync,

fn quantize<Q>(&self, values: &[E]) -> Vec<Q>

where Q: PrimInt,

Convert the values to a lower precision data type.

fn dequantize<Q>(&self, values: &[Q]) -> Vec<E>

where Q: PrimInt,

Convert the values back to a higher precision data type.

fn quantize_one<Q>(&self, value: E) -> Q

where Q: PrimInt,

Convert a single value to a lower precision data type.

fn dequantize_one<Q>(&self, value: Q) -> E

where Q: PrimInt,

Convert a single value back to a higher precision data type.

fn range(&self) -> (E, E)

Returns the quantization range [a, b].

impl<E> Serialize for SymmetricQuantization<E>

where E: Float + Send + Sync + Serialize,

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<E> Copy for SymmetricQuantization<E>

where E: Copy + Float + Send + Sync,

impl<E> Eq for SymmetricQuantization<E>

where E: Float + Send + Sync,