Struct LayerSensitivityResult 

pub struct LayerSensitivityResult {
    pub layer_name: String,
    pub original_accuracy: f32,
    pub quantized_accuracy: f32,
    pub sensitivity_score: f32,
    pub recommended_scheme: QScheme,
    pub keep_fp32: bool,
}

Results of sensitivity analysis for a single layer

Fields

layer_name: String

Layer name or identifier

original_accuracy: f32

Original accuracy (before quantization)

quantized_accuracy: f32

Accuracy after quantizing this layer

sensitivity_score: f32

Sensitivity score (accuracy drop)

recommended_scheme: QScheme

Recommended quantization scheme for this layer

keep_fp32: bool

Whether this layer should be kept in full precision

Implementations

impl LayerSensitivityResult

pub fn new( layer_name: String, original_accuracy: f32, quantized_accuracy: f32, ) -> Self

Create a new sensitivity result

pub fn new_with_config( layer_name: String, original_accuracy: f32, quantized_accuracy: f32, config: &AnalysisConfig, ) -> Self

Create a new sensitivity result with custom analysis configuration

pub fn accuracy_drop_percentage(&self) -> f32

Get the accuracy drop percentage

pub fn is_high_sensitivity(&self) -> bool

Check if this layer is highly sensitive to quantization

pub fn is_high_sensitivity_with_config(&self, config: &AnalysisConfig) -> bool

Check if this layer is highly sensitive to quantization with custom config

Trait Implementations

impl Clone for LayerSensitivityResult

fn clone(&self) -> LayerSensitivityResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LayerSensitivityResult

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

Formats the value using the given formatter.