Language agnostic pipeline packager for machine learning
US11782732B1 · kind B1 · utility
Inventors
Key dates
| Filing date | Jun 30, 2022 |
| Grant date | Oct 10, 2023 |
| Priority date | — |
| Expiry date | Jun 30, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Computer-implemented methods and corresponding systems for packaging source code associated with a pipeline into an executable are provided. The methods include parsing a text string that is a textual representation of a pipeline, automatically augmenting one or more operators to the pipeline, generating source code for the pipeline, and packaging the source code into an executable for an external system. The pipeline includes a plurality of operators authored by a user using multiple programming languages to specify a plurality of operations. The one or more operators as automatically augmented include a first operator for persisting output data or metadata associated with a state of a trained model and/or a second operator for generating a monitoring metric for the trained model. The executable may be an executable file, an application, artifact, or a program that is language agnostic and can be executed in an external system using any programming language.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.