Struct CalibrationStats 

pub struct CalibrationStats {
    pub min_values: HashMap<NodeId, f64>,
    pub max_values: HashMap<NodeId, f64>,
    pub histograms: HashMap<NodeId, Vec<u32>>,
    pub num_samples: usize,
}

Statistics collected during calibration.

Fields

min_values: HashMap<NodeId, f64>

Minimum values observed per node

max_values: HashMap<NodeId, f64>

Maximum values observed per node

histograms: HashMap<NodeId, Vec<u32>>

Histogram bins for distribution analysis

num_samples: usize

Number of samples observed

Implementations

impl CalibrationStats

pub fn new() -> Self

Create new calibration statistics.

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

Update statistics with a new observation.

pub fn compute_params( &self, node_id: NodeId, config: &QuantizationConfig, ) -> Result<QuantizationParams, QuantizationError>

Get computed quantization parameters for a node.

Trait Implementations

impl Clone for CalibrationStats

fn clone(&self) -> CalibrationStats

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CalibrationStats

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

Formats the value using the given formatter.

impl Default for CalibrationStats

fn default() -> CalibrationStats

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for CalibrationStats

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for CalibrationStats

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

where __S: Serializer,

Serialize this value into the given Serde serializer.