Struct GradientUpdate 

pub struct GradientUpdate {
    pub layer_id: String,
    pub gradients: Vec<f32>,
    pub eligibility_trace: Option<Vec<f32>>,
}

Individual gradient update for a specific layer or parameter.

Fields

layer_id: String

Target layer identifier.

gradients: Vec<f32>

Gradient values (flattened or sparse representation).

eligibility_trace: Option<Vec<f32>>

Optional eligibility trace for E-prop algorithms.

Trait Implementations

impl Clone for GradientUpdate

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GradientUpdate

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GradientUpdate

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for GradientUpdate

fn eq(&self, other: &Self) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl Serialize for GradientUpdate

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for GradientUpdate

impl Validate for GradientUpdate

fn validate_with(&self, limits: ProtocolLimits) -> Result<(), ValidationError>

Validate against an explicit policy.

fn validate(&self) -> Result<(), ValidationError>

Validate against ProtocolLimits::DEFAULT.