Struct WebQuantizer 

pub struct WebQuantizer { /* private fields */ }

Web-optimized quantizer with runtime adaptation

Implementations

impl WebQuantizer

pub fn new(config: QuantizationConfig) -> Self

Create a new web quantizer

pub fn quantize(&self, data: &[f32]) -> Result<Vec<f32>, JsValue>

Quantize tensor data using the configured strategy

pub fn get_stats( &self, original_data: &[f32], quantized_data: &[f32], ) -> QuantizationStats

Get quantization statistics

pub fn should_quantize(&self, model_size_bytes: usize) -> bool

Check if a model should be quantized based on size

pub fn quantize_model( &self, model_data: &[u8], ) -> Result<QuantizationResult, JsValue>

Quantize model data

pub fn get_recommended_settings( &self, model_size_bytes: usize, ) -> QuantizationConfig

Get recommended quantization settings for a given model size

Trait Implementations

impl From<WebQuantizer> for JsValue

fn from(value: WebQuantizer) -> Self

Converts to this type from the input type.

impl FromWasmAbi for WebQuantizer

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 WebQuantizer

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 WebQuantizer

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RcRef<WebQuantizer>

Same as RefFromWasmAbi::Anchor

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

Same as RefFromWasmAbi::ref_from_abi

impl OptionFromWasmAbi for WebQuantizer

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 WebQuantizer

fn none() -> Self::Abi

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

impl RefFromWasmAbi for WebQuantizer

type Abi = u32

The Wasm ABI type references to Self are recovered from.

type Anchor = RcRef<WebQuantizer>

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 WebQuantizer

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RcRefMut<WebQuantizer>

Same as RefFromWasmAbi::Anchor

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

Same as RefFromWasmAbi::ref_from_abi

impl TryFromJsValue for WebQuantizer

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 WebQuantizer

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

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

impl VectorIntoWasmAbi for WebQuantizer

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

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

impl WasmDescribe for WebQuantizer

fn describe()

impl WasmDescribeVector for WebQuantizer

fn describe_vector()

impl SupportsConstructor for WebQuantizer

impl SupportsInstanceProperty for WebQuantizer

impl SupportsStaticProperty for WebQuantizer