Struct PruningResult 

pub struct PruningResult {
    pub achieved_sparsity: f32,
    pub parameters_pruned: usize,
    pub total_parameters: usize,
    pub layer_sparsity: HashMap<String, f32>,
    pub memory_savings_bytes: usize,
}

Result of a pruning operation with diagnostics.

Contains statistics about the pruning operation including achieved sparsity, parameter counts, and per-layer breakdown.

Fields

achieved_sparsity: f32

Actual achieved sparsity (may differ from target for structured pruning).

parameters_pruned: usize

Number of parameters pruned (set to zero).

total_parameters: usize

Total parameters in module.

layer_sparsity: HashMap<String, f32>

Per-layer sparsity breakdown.

memory_savings_bytes: usize

Estimated memory savings in bytes (assumes FP32).

Implementations

impl PruningResult

pub fn new( achieved_sparsity: f32, parameters_pruned: usize, total_parameters: usize, ) -> PruningResult

Create a new pruning result.

pub fn with_layer_sparsity( self, layer_name: String, sparsity: f32, ) -> PruningResult

Add layer sparsity information.

pub fn compression_ratio(&self) -> f32

Get compression ratio (original / pruned size).

Trait Implementations

impl Clone for PruningResult

fn clone(&self) -> PruningResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PruningResult

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

Formats the value using the given formatter.

impl Default for PruningResult

fn default() -> PruningResult

Returns the “default value” for a type.