Struct LayerCalibration 

pub struct LayerCalibration {
    pub name: String,
    pub w_min: f32,
    pub w_max: f32,
    pub act_min: f32,
    pub act_max: f32,
}

Calibration data collected from one Linear layer.

Fields

name: String

Layer name (e.g. "sensor_encoder.blocks.0.attn.q_proj").

w_min: f32

Minimum observed weight value.

w_max: f32

Maximum observed weight value.

act_min: f32

Minimum observed input activation value.

act_max: f32

Maximum observed input activation value.

Implementations

impl LayerCalibration

pub fn weight_scale(&self) -> f32

Compute the symmetric INT8 weight scale.

scale = max(|w_min|, |w_max|) / 127

Trait Implementations

impl Clone for LayerCalibration

fn clone(&self) -> LayerCalibration

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LayerCalibration

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LayerCalibration

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LayerCalibration

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.