Struct SparsifierStats 

pub struct SparsifierStats {
    pub total_rounds: u64,
    pub total_elements_kept: u64,
    pub total_elements_dropped: u64,
    pub total_residual_applied: u64,
}

Cumulative statistics for a GradientSparsifier.

Fields

total_rounds: u64

Total number of sparsification rounds completed.

total_elements_kept: u64

Total number of gradient elements that were kept (sent).

total_elements_dropped: u64

Total number of gradient elements that were dropped (deferred to residual).

total_residual_applied: u64

Total number of residual elements that were re-applied to the gradient.

Trait Implementations

impl Clone for SparsifierStats

fn clone(&self) -> SparsifierStats

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SparsifierStats

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

Formats the value using the given formatter.

impl Default for SparsifierStats

fn default() -> SparsifierStats

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SparsifierStats

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for SparsifierStats

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

where __S: Serializer,

Serialize this value into the given Serde serializer.