Struct RuntimeAudit 

pub struct RuntimeAudit {
    pub missing_gradients: Vec<ParamIdentity>,
    pub non_finite_gradients: Vec<ParamIdentity>,
    pub zero_gradients: Vec<ParamIdentity>,
    pub tensor_conflicts: Vec<TensorConflict>,
    pub gradient_conflicts: Vec<GradientConflict>,
    pub identity_mismatches: Vec<IdentityMismatch>,
    pub first_non_finite_step: Option<u64>,
    pub saturating_activations: Vec<ParamIdentity>,
}

Compact audit summary over a normalized trace.

Fields

missing_gradients: Vec<ParamIdentity>

non_finite_gradients: Vec<ParamIdentity>

zero_gradients: Vec<ParamIdentity>

tensor_conflicts: Vec<TensorConflict>

gradient_conflicts: Vec<GradientConflict>

identity_mismatches: Vec<IdentityMismatch>

first_non_finite_step: Option<u64>

First step at which any parameter gradient was non_finite, when steps are present.

saturating_activations: Vec<ParamIdentity>

Parameter identities whose observed forward abs_max crossed a saturation threshold.

Implementations

impl RuntimeAudit

pub fn is_clean(&self) -> bool

pub fn has_unknown_evidence(&self) -> bool

True when any conflict or identity mismatch requires Unknown (not Proven) treatment.

Trait Implementations

impl Clone for RuntimeAudit

fn clone(&self) -> RuntimeAudit

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RuntimeAudit

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

Formats the value using the given formatter.

impl Default for RuntimeAudit

fn default() -> RuntimeAudit

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for RuntimeAudit

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for RuntimeAudit

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

Equality operator ==.

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

Inequality operator !=.

impl Serialize for RuntimeAudit

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 RuntimeAudit