Struct QuantizationSummary 

pub struct QuantizationSummary {
    pub num_quantized_nodes: usize,
    pub type_distribution: HashMap<QuantizationType, usize>,
    pub avg_compression_ratio: f64,
    pub calibration_samples: usize,
}

Summary of quantization results.

Fields

num_quantized_nodes: usize

Number of quantized nodes

type_distribution: HashMap<QuantizationType, usize>

Distribution of quantization types

avg_compression_ratio: f64

Average compression ratio

calibration_samples: usize

Number of calibration samples used

Implementations

impl QuantizationSummary

pub fn memory_savings(&self) -> f64

Get estimated memory savings.

Trait Implementations

impl Clone for QuantizationSummary

fn clone(&self) -> QuantizationSummary

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizationSummary

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for QuantizationSummary

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for QuantizationSummary

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

where __S: Serializer,

Serialize this value into the given Serde serializer.