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SolverDiagnostics

Enum SolverDiagnostics 

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#[non_exhaustive]
pub enum SolverDiagnostics { Lbfgs(LbfgsDiagnostics), Newton(NewtonDiagnostics), TrustRegion(TrustRegionDiagnostics), Other, }
Expand description

Per-solver diagnostic counters.

Each variant carries the counters that solver tracks. The enum shape (rather than a flat struct with optional fields) makes it impossible to confuse “this solver doesn’t track this counter” with “this counter genuinely observed zero”.

Marked #[non_exhaustive] so future solver additions don’t keep breaking downstream match exhaustiveness.

§Example

use echidna_optim::{lbfgs, LbfgsConfig, SolverDiagnostics, TerminationReason};
let result = lbfgs(&mut obj, &x0, &LbfgsConfig::default());
if let SolverDiagnostics::Lbfgs(d) = &result.diagnostics {
    if result.termination == TerminationReason::GradientNorm
       && d.pairs_curvature_rejected > d.pairs_accepted
    {
        eprintln!("L-BFGS converged but ran mostly as steepest descent — \
                   consider a different solver or rescale the problem");
    }
}

Variants (Non-exhaustive)§

This enum is marked as non-exhaustive
Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.
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Lbfgs(LbfgsDiagnostics)

L-BFGS-specific counters.

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Newton(NewtonDiagnostics)

Newton-specific counters.

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TrustRegion(TrustRegionDiagnostics)

Trust-region-specific counters.

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Other

Fallback for solver paths that don’t yet emit specific counters.

Implementations§

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impl SolverDiagnostics

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pub fn as_lbfgs(&self) -> Option<&LbfgsDiagnostics>

Returns the L-BFGS counters if this result came from lbfgs.

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pub fn as_newton(&self) -> Option<&NewtonDiagnostics>

Returns the Newton counters if this result came from newton.

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pub fn as_trust_region(&self) -> Option<&TrustRegionDiagnostics>

Returns the trust-region counters if this result came from trust_region.

Trait Implementations§

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impl Clone for SolverDiagnostics

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fn clone(&self) -> SolverDiagnostics

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SolverDiagnostics

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.