Struct LayerSensitivity 

pub struct LayerSensitivity {
    pub bits_range: Vec<u32>,
    pub mse_per_bits: Vec<f32>,
    pub name: String,
}

Sensitivity scores for one layer across multiple bit-widths.

Fields

bits_range: Vec<u32>

Candidate bit-widths tested (sorted ascending).

mse_per_bits: Vec<f32>

Quantization MSE at each bit-width (same order as bits_range).

name: String

Layer name or identifier (optional).

Implementations

impl LayerSensitivity

pub fn mse_at(&self, bits: u32) -> Option<f32>

Return the sensitivity (MSE) for a specific bit-width.

Returns None if the bit-width was not tested.

pub fn mean_sensitivity(&self) -> f32

Mean sensitivity across all tested bit-widths.

pub fn is_monotone(&self) -> bool

Returns true if higher bit-widths give lower MSE (monotone sensitivity).

Trait Implementations

impl Clone for LayerSensitivity

fn clone(&self) -> LayerSensitivity

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LayerSensitivity

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

Formats the value using the given formatter.