Struct QuantizationConfig 

pub struct QuantizationConfig { /* private fields */ }

Quantization configuration

Implementations

impl QuantizationConfig

pub fn new( strategy: QuantizationStrategy, precision: QuantizationPrecision, ) -> Self

Create a new quantization configuration

pub fn auto() -> Self

Create an automatic configuration that selects best settings

pub fn mobile() -> Self

Create a configuration optimized for mobile devices

pub fn desktop() -> Self

Create a configuration for desktop/high-performance devices

pub fn ultra_fast() -> Self

Create a configuration for ultra-low latency inference

pub fn qlora() -> Self

Create a configuration for fine-tuning with QLoRA

pub fn adaptive() -> Self

Create a configuration with adaptive bitwidth for optimal efficiency

pub fn outlier_aware() -> Self

Create a configuration for models with activation outliers

pub fn set_target_size_mb(self, size_mb: f32) -> Self

Set target model size in MB

pub fn set_performance_threshold(self, threshold: f32) -> Self

Set performance threshold (minimum speedup factor)

pub fn set_accuracy_threshold(self, threshold: f32) -> Self

Set accuracy threshold (minimum accuracy retention)

pub fn enable_auto_select(self) -> Self

Enable automatic strategy selection

pub fn strategy(&self) -> QuantizationStrategy

pub fn precision(&self) -> QuantizationPrecision

pub fn target_size_mb(&self) -> f32

pub fn performance_threshold(&self) -> f32

pub fn accuracy_threshold(&self) -> f32

pub fn auto_select(&self) -> bool

Trait Implementations

impl Clone for QuantizationConfig

fn clone(&self) -> QuantizationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizationConfig

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

Formats the value using the given formatter.

impl From<QuantizationConfig> for JsValue

fn from(value: QuantizationConfig) -> Self

Converts to this type from the input type.

impl FromWasmAbi for QuantizationConfig

type Abi = u32

The Wasm ABI type that this converts from when coming back out from the ABI boundary.

unsafe fn from_abi(js: u32) -> Self

Recover a Self from Self::Abi.

impl IntoWasmAbi for QuantizationConfig

type Abi = u32

The Wasm ABI type that this converts into when crossing the ABI boundary.

fn into_abi(self) -> u32

Convert self into Self::Abi so that it can be sent across the wasm ABI boundary.

impl LongRefFromWasmAbi for QuantizationConfig

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RcRef<QuantizationConfig>

Same as RefFromWasmAbi::Anchor

unsafe fn long_ref_from_abi(js: Self::Abi) -> Self::Anchor

Same as RefFromWasmAbi::ref_from_abi

impl OptionFromWasmAbi for QuantizationConfig

fn is_none(abi: &Self::Abi) -> bool

Tests whether the argument is a “none” instance. If so it will be deserialized as None, and otherwise it will be passed to FromWasmAbi.

impl OptionIntoWasmAbi for QuantizationConfig

fn none() -> Self::Abi

Returns an ABI instance indicating “none”, which JS will interpret as the None branch of this option.

impl RefFromWasmAbi for QuantizationConfig

type Abi = u32

The Wasm ABI type references to Self are recovered from.

type Anchor = RcRef<QuantizationConfig>

The type that holds the reference to Self for the duration of the invocation of the function that has an &Self parameter. This is required to ensure that the lifetimes don’t persist beyond one function call, and so that they remain anonymous.

unsafe fn ref_from_abi(js: Self::Abi) -> Self::Anchor

Recover a Self::Anchor from Self::Abi.

impl RefMutFromWasmAbi for QuantizationConfig

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RcRefMut<QuantizationConfig>

Same as RefFromWasmAbi::Anchor

unsafe fn ref_mut_from_abi(js: Self::Abi) -> Self::Anchor

Same as RefFromWasmAbi::ref_from_abi

impl TryFromJsValue for QuantizationConfig

fn try_from_js_value(value: JsValue) -> Result<Self, JsValue>

Performs the conversion.

fn try_from_js_value_ref(value: &JsValue) -> Option<Self>

Performs the conversion.

impl VectorFromWasmAbi for QuantizationConfig

type Abi = <Box<[JsValue]> as FromWasmAbi>::Abi

unsafe fn vector_from_abi(js: Self::Abi) -> Box<[QuantizationConfig]>

impl VectorIntoWasmAbi for QuantizationConfig

type Abi = <Box<[JsValue]> as IntoWasmAbi>::Abi

fn vector_into_abi(vector: Box<[QuantizationConfig]>) -> Self::Abi

impl WasmDescribe for QuantizationConfig

fn describe()

impl WasmDescribeVector for QuantizationConfig

fn describe_vector()

impl SupportsConstructor for QuantizationConfig

impl SupportsInstanceProperty for QuantizationConfig

impl SupportsStaticProperty for QuantizationConfig