Struct ConvergenceIndicators 

pub struct ConvergenceIndicators {
    pub loss_plateaued: bool,
    pub gradients_vanishing: bool,
    pub gradients_exploding: bool,
    pub oscillating: bool,
    pub convergence_rate: f32,
}

Convergence analysis indicators.

Fields

loss_plateaued: bool

Whether loss appears to have plateaued

gradients_vanishing: bool

Whether gradients are vanishing (very small norms)

gradients_exploding: bool

Whether gradients are exploding (very large norms)

oscillating: bool

Whether training appears to be oscillating

convergence_rate: f32

Estimated convergence rate

Implementations

impl ConvergenceIndicators

pub fn new() -> Self

Trait Implementations

impl Clone for ConvergenceIndicators

fn clone(&self) -> ConvergenceIndicators

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConvergenceIndicators

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

Formats the value using the given formatter.

impl Default for ConvergenceIndicators

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ConvergenceIndicators

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ConvergenceIndicators

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

where __S: Serializer,

Serialize this value into the given Serde serializer.