US Patent Issued to SAMSUNG ELECTRONICS on Feb. 3 for "Method and apparatus with neural architecture search based on hardware performance" (South Korean Inventor)

ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,541,686, issued on Feb. 3, was assigned to SAMSUNG ELECTRONICS Co. Ltd. (Suwon-si, South Korea).

"Method and apparatus with neural architecture search based on hardware performance" was invented by Saerom Choi (Incheon, South Korea).

According to the abstract* released by the U.S. Patent & Trademark Office: "A processor-implemented neural architecture search method includes: acquiring performance of neural network blocks included in a pre-trained neural network; selecting at least one target block for performance improvement from the neural network blocks; training weights and architecture parameters of candidate blocks corresponding to the target block based on arbitrary input data a...