Enum RulePatch 

pub enum RulePatch {
    ReduceLearningRate {
        factor: f64,
    },
    EnableGradientClipping {
        max_norm: f64,
    },
    IncreaseBatchSize {
        factor: usize,
    },
    EnableWarmup {
        steps: usize,
    },
    SkipBatch,
    Rollback {
        steps: u64,
    },
}

Corrective patch for self-healing [57].

Variants

ReduceLearningRate

Reduce learning rate.

Fields

factor: f64

Factor to reduce by.

EnableGradientClipping

Enable gradient clipping.

Fields

max_norm: f64

Max gradient norm.

IncreaseBatchSize

Increase batch size.

Fields

factor: usize

Factor to increase by.

EnableWarmup

Enable learning rate warmup.

Fields

steps: usize

Warmup steps.

SkipBatch

Skip batch.

Rollback

Rollback to checkpoint.

Fields

steps: u64

Number of steps to rollback.

Trait Implementations

impl Clone for RulePatch

fn clone(&self) -> RulePatch

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RulePatch

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for RulePatch

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for RulePatch

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

where __S: Serializer,

Serialize this value into the given Serde serializer.