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FORGE15 / VERIFICATIONThe full offering

Not every check
means the same thing.

Independent checking is the family principle. The property established by the check is specific to the tool and the experiment.

Explore all 15 tools
01
EXACT ARITHMETIC

The stated integer or algebraic result

modalg provides exact-arithmetic results. LatForge checks the stated basis-reduction properties. The required evidence remains specific to each claim; an exact value alone is not a proof of a different property.

02
FEASIBILITY & OPTIMALITY

A satisfying assignment is not the same as a proven optimum

SATForge rechecks clauses for a returned satisfying assignment. bnb_certified can close the supported knapsack proof to gap zero. Sinkhorn marginal checks assess transport feasibility, not unregularized optimality.

03
NUMERICAL CONSISTENCY

A residual or tolerance tied to the original problem

krylov_scale recomputes a true residual. SpectralForge uses round-trip, energy and reference checks. TomoForge checks data fit. Residual size, forward error and reconstruction quality are different properties.

04
REFERENCE COMPARISONS

The evaluated dataset and model still matter

ANNForge measures recall against exact-search references. GraphForge uses algorithm-specific graph checks. enkf_scale reports comparison with an exact Kalman-filter reference on its qualification cases.

05
STATISTICAL UNCERTAINTY

Coverage is probabilistic, not an absolute promise

certmc and certcount report uncertainty intervals under their method assumptions. sketchstream reports sketch-specific error behaviour. An interval contains the truth with its stated coverage, not with certainty on every run.

EXECUTION EVIDENCE

The GPU path.
And the path actually tested.

Forge15 targets fast GPU execution with a separate checker. The supplied campaign did not exercise TomoForge’s matrix-free path on GPU; do not read the family label as a claim that it did.

YOUR NEXT MOVELET’S MAKE IT COUNT

Put it
to work.

One capability. A connected workflow.
A team to put it into practice.

patrick@garmolabs.com

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