Struct CompressionReport 

pub struct CompressionReport {
    pub original_params: usize,
    pub compressed_params: usize,
    pub pruned_params: usize,
    pub rank_reductions: Vec<(String, usize, usize)>,
    pub overall_compression_ratio: f32,
}

Summary report of compression applied to a set of weight matrices.

Fields

original_params: usize

Total number of parameters in original model

compressed_params: usize

Total number of parameters after compression

pruned_params: usize

Number of parameters set to zero (pruned)

rank_reductions: Vec<(String, usize, usize)>

(layer_name, original_rank, compressed_rank) per layer

overall_compression_ratio: f32

Overall compression ratio

Implementations

impl CompressionReport

pub fn new() -> Self

Create a new, empty compression report.

pub fn add_layer( &mut self, name: &str, original: &Array2<f32>, compressed: &Array2<f32>, )

Register a layer’s original and compressed weight matrices.

Updates parameter counts and compression ratio automatically.

pub fn summary(&self) -> String

Generate a human-readable summary string.

Trait Implementations

impl Clone for CompressionReport

fn clone(&self) -> CompressionReport

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CompressionReport

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

Formats the value using the given formatter.

impl Default for CompressionReport

fn default() -> Self

Returns the “default value” for a type.