Struct OptimizationStats 

pub struct OptimizationStats {
    pub original_size: usize,
    pub optimized_size: usize,
    pub compression_ratio: f32,
    pub speedup: f32,
    pub accuracy_delta: f32,
}

Model optimization statistics

Fields

original_size: usize

Original model size in bytes

optimized_size: usize

Optimized model size in bytes

compression_ratio: f32

Compression ratio

speedup: f32

Inference speedup factor

accuracy_delta: f32

Accuracy change (percentage points)

Implementations

impl OptimizationStats

pub fn new( original_size: usize, optimized_size: usize, speedup: f32, accuracy_delta: f32, ) -> Self

Creates optimization statistics

pub fn size_reduction(&self) -> usize

Returns the size reduction in bytes

pub fn size_reduction_percent(&self) -> f32

Returns the size reduction as a percentage

pub fn is_worthwhile(&self) -> bool

Checks if optimization is worthwhile (> 20% size reduction with < 2% accuracy loss)

Trait Implementations

impl Clone for OptimizationStats

fn clone(&self) -> OptimizationStats

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OptimizationStats

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

Formats the value using the given formatter.