Struct PruningConfig 

pub struct PruningConfig {
    pub strategy: PruningStrategy,
    pub granularity: PruningGranularity,
    pub target_sparsity: f32,
    pub global_threshold: bool,
    pub num_iterations: usize,
    pub keep_pruned_weights: bool,
}

Pruning configuration

Fields

strategy: PruningStrategy

Pruning strategy

granularity: PruningGranularity

Pruning granularity

target_sparsity: f32

Target sparsity ratio (0.0 to 1.0)

global_threshold: bool

Whether to use global threshold (vs per-layer)

num_iterations: usize

Number of pruning iterations (for progressive pruning)

keep_pruned_weights: bool

Whether to keep pruned weights for recovery

Implementations

impl PruningConfig

pub fn new(strategy: PruningStrategy, target_sparsity: f32) -> Self

Create new pruning configuration

pub fn with_granularity(self, granularity: PruningGranularity) -> Self

Set granularity

pub fn with_global_threshold(self) -> Self

Enable global thresholding

pub fn with_iterations(self, num_iterations: usize) -> Self

Set number of iterations for progressive pruning

pub fn with_keep_weights(self) -> Self

Keep pruned weights

pub fn validate(&self) -> CoreResult<()>

Validate configuration

Trait Implementations

impl Clone for PruningConfig

fn clone(&self) -> PruningConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PruningConfig

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

Formats the value using the given formatter.

impl Default for PruningConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for PruningConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for PruningConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.