The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 17, 2026
Filed:
Nov. 17, 2023
Nec Laboratories Europe Gmbh, Heidelberg, DE;
Nicolas Weber, Heidelberg, DE;
Roberto Bifulco, Heidelberg, DE;
Marc Betzwieser, Heidelberg, DE;
Yves Ekspenszid, Heidelberg, DE;
NEC CORPORATION, Tokyo, JP;
Abstract
A computer-implemented, machine learning method for preprocessing code for performance portability includes extracting performance critical code segments from an application and obtaining input data. Ground truth data is generated based on the input data and the application. Original code of the application is transpiled using a large language model (LLM) into a tensor computation language (TCL) candidate. Correctness of an implementation of the TCL candidate is verified using the ground truth data. The method has applications including, but not limited to, use cases in medical/healthcare, and other artificial intelligence applications for preprocessing and optimizing code for performance portability. The method can also support decision making and could be implemented with machine learning.