Struct Quantizer 

pub struct Quantizer { /* private fields */ }

Quantizer for converting graphs to quantized representations.

Implementations

impl Quantizer

pub fn new(config: QuantizationConfig) -> Self

Create a new quantizer with the given configuration.

pub fn int8() -> Self

Create a quantizer for int8 quantization.

pub fn int4() -> Self

Create a quantizer for int4 quantization.

pub fn config(&self) -> &QuantizationConfig

Get the configuration.

pub fn stats(&self) -> &CalibrationStats

Get calibration statistics.

pub fn get_params(&self, node_id: NodeId) -> Option<&QuantizationParams>

Get quantization parameters for a node.

pub fn calibrate(&mut self, node_id: NodeId, min: f64, max: f64)

Add calibration data for a node.

pub fn finalize_calibration(&mut self) -> Result<(), QuantizationError>

Finalize calibration and compute quantization parameters.

pub fn summary(&self) -> QuantizationSummary

Get quantization summary statistics.