Struct QuantizedModelInfo 

pub struct QuantizedModelInfo {
    pub original_path: PathBuf,
    pub quantized_path: PathBuf,
    pub config: QuantizationConfig,
    pub original_size: u64,
    pub quantized_size: u64,
    pub size_reduction: f32,
    pub speedup: Option<f32>,
    pub accuracy: Option<f32>,
}

Information about a quantized model

Fields

original_path: PathBuf

Original model path

quantized_path: PathBuf

Quantized model path

config: QuantizationConfig

Quantization configuration used

original_size: u64

Original model size in bytes

quantized_size: u64

Quantized model size in bytes

size_reduction: f32

Size reduction ratio

speedup: Option<f32>

Measured speedup (if available)

accuracy: Option<f32>

Accuracy on validation set (if available)

Implementations

impl QuantizedModelInfo

pub fn new( original_path: PathBuf, quantized_path: PathBuf, config: QuantizationConfig, ) -> Self

Create a new quantized model info

pub fn with_sizes(self, original: u64, quantized: u64) -> Self

Set the model sizes

pub fn with_speedup(self, speedup: f32) -> Self

Set the speedup factor

pub fn with_accuracy(self, accuracy: f32) -> Self

Set the accuracy

pub fn summary(&self) -> String

Get a summary string

Trait Implementations

impl Clone for QuantizedModelInfo

fn clone(&self) -> QuantizedModelInfo

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantizedModelInfo

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for QuantizedModelInfo

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for QuantizedModelInfo

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

where __S: Serializer,

Serialize this value into the given Serde serializer.