Skip to content

poly-approximation: drop very small coefficients #2138

@j2kun

Description

@j2kun

Either in polynomial-approximation or in lower-polynomial-eval (perhaps controlled by a new pipeline-level option as in #2137), we should have the ability to drop coefficients that have very small magnitude (e.g., 1e-16). In the FHE literature these are typically dropped because they add negligible noise to the overall polynomial approximation, but keeping them introduces major scale issues as very large scaling factors are needed to represent them in FHE.

Metadata

Metadata

Assignees

Labels

dialect: polynomialIssues concerning the polynomial dialect

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions