Struct MixedBitWidthQuantizer

pub struct MixedBitWidthQuantizer { /* private fields */ }

Mixed bit-width quantization support

Implementations

impl MixedBitWidthQuantizer

pub fn new() -> Self

Create new mixed bit-width quantizer

pub fn set_layer_config(&mut self, layer_name: &str, config: QuantizationConfig)

Set quantization configuration for a specific layer

pub fn analyze_sensitivity( &mut self, layer_outputs: &HashMap<String, ArrayD<f32>>, ) -> Result<()>

Perform sensitivity analysis to determine optimal bit allocation

pub fn get_layer_config(&self, layer_name: &str) -> Option<&QuantizationConfig>

Get optimal configuration for a layer

pub fn get_sensitivity_score(&self, layer_name: &str) -> Option<f32>

Get sensitivity score for a layer

Trait Implementations

impl Debug for MixedBitWidthQuantizer

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

Formats the value using the given formatter.

impl Default for MixedBitWidthQuantizer

fn default() -> Self

Returns the “default value” for a type.