ALEXANDRIA, Va., July 21 -- United States Patent no. 12,688,458, issued on July 21, was assigned to VMware LLC (Palo Alto, Calif.).

"Registry enhancements for just-in-time compilation of machine learning models" was invented by Malini Bhandaru (San Jose, Calif.), Jia Zou (Beijing), Hai Ning Zhang (Beijing) and Anthea Jung (Jersey City, N.J.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The disclosure provides an approach for dynamic centralized model compilation. Embodiments include receiving, from a client, a request for a machine learning model, wherein the request indicates either one or more attributes comprising one or more of a hardware characteristic, a target precision, or a compiler characteristic,...