Struct AmortizedEncoderConsistency 

pub struct AmortizedEncoderConsistency {
    pub recon_consistency: f64,
    pub uncertified_fraction: f64,
    pub n_uncertified: usize,
    pub n_encodes: usize,
}

#1154 — amortized-encoder consistency of a fitted dictionary against its own fit-time target. The co-training signal of the joint amortized-encoder + REML loop: how faithfully (and how certifiably) the cheap one-mat-vec encoder inverts the dictionary the inner solve converged to.

Fields

recon_consistency: f64

Mean per-element squared gap between the amortized reconstruction and the exact fitted reconstruction (‖x̂_amortized − x̂_exact‖² / (n·p)). Zero ⇒ the IFT predictor reproduces the encode map exactly to first order.

uncertified_fraction: f64

Fraction of (row, atom) amortized encodes whose Kantorovich certificate failed (h > ½) and fell back to the certified Newton encode.

n_uncertified: usize

Count of uncertified (row, atom) encodes (numerator of the fraction).

n_encodes: usize

Total (row, atom) encodes scored (n · K).

Trait Implementations

impl Clone for AmortizedEncoderConsistency

fn clone(&self) -> AmortizedEncoderConsistency

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for AmortizedEncoderConsistency

impl Debug for AmortizedEncoderConsistency

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

Formats the value using the given formatter.