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ReproducibilityStudyResult

entrenar::train::gputrain_006

Struct ReproducibilityStudyResult 

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pub struct ReproducibilityStudyResult {
    pub per_step_drift_max: f32,
    pub random_walk_epsilon: f32,
    pub cosine_sim_worst: f32,
    pub final_loss_range: f32,
}
Expand description

Aggregate result of a reproducibility study (typically N=10 runs × some pre-divergence step horizon). All fields are caller-computed from the raw per-step losses; this struct is the verdict-fn input.

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§per_step_drift_max: f32

max_k max_{i,j} |loss_i[k] - loss_j[k]| across the study.

§random_walk_epsilon: f32

Empirical random-walk coefficient: max_k (per_step_range[k] / sqrt(k+1)).

§cosine_sim_worst: f32

min_{i<j} cos_sim(loss_i, loss_j) across the study.

§final_loss_range: f32

max(final_val_loss) - min(final_val_loss) across the study.

Trait Implementations§

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impl Clone for ReproducibilityStudyResult

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fn clone(&self) -> ReproducibilityStudyResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Copy for ReproducibilityStudyResult

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impl Debug for ReproducibilityStudyResult

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

Formats the value using the given formatter. Read more
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impl PartialEq for ReproducibilityStudyResult

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

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for ReproducibilityStudyResult

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