Struct SparseConfig 

pub struct SparseConfig {
    pub sparsity_threshold: f32,
    pub max_active_params: Option<usize>,
    pub lazy_updates: bool,
    pub cleanup_frequency: usize,
    pub compress_inactive: bool,
}

Configuration for sparse optimization methods.

Fields

sparsity_threshold: f32

Sparsity threshold below which gradients are considered zero

max_active_params: Option<usize>

Maximum number of active parameters to track

lazy_updates: bool

Whether to use lazy updates for momentum

cleanup_frequency: usize

Frequency of momentum state cleanup (steps)

compress_inactive: bool

Whether to compress inactive momentum states

Trait Implementations

impl Clone for SparseConfig

fn clone(&self) -> SparseConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SparseConfig

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

Formats the value using the given formatter.

impl Default for SparseConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SparseConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for SparseConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.