ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,443,876, issued on Oct. 14, was assigned to Hewlett Packard Enterprise Development LP (Spring, Texas).

"Context-aware and stateless deep learning autotuning framework" was invented by Junguk Cho (Milpitas, Calif.), Diman Zad Tootaghaj (Milpitas, Calif.) and Puneet Sharma (Milpitas, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are provided for improving autotuning procedures using stateless processing with a remote key-value store. For example, the system can implement a task launcher, a scheduler, and an agent to launch, schedule, and execute decomposed autotuning stages, respectively. The scheduling policy implemented by th...