Online machine learning based compilation
US11392356B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Feb 26, 2021 |
| Grant date | Jul 19, 2022 |
| Priority date | — |
| Expiry date | Feb 26, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method may include extracting, from an initial compilation graph and for an optimization parameter, a feature. The initial compilation graph may be generated from a function in source code. The method may further include applying, to the initial compilation graph, values of the optimization parameter to generate versions of the initial compilation graph. The versions of the initial compilation graph may correspond to the values of the optimization parameter. The method may further include executing the versions of the initial compilation graph to obtain values of a performance metric, and selecting, as an optimized compilation graph and using the values of the performance metric, a version of the initial compilation graph.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.