ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,456,076, issued on Oct. 28, was assigned to REBELLIONS INC. (Seongnam-si, South Korea).
"Activation based dynamic network pruning" was invented by Minhoo Kang (Seongnam-si, South Korea).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method for controlling operations of a machine learning model is performed by one or more processors and includes determining a threshold for skipping an operation, acquiring an activation value associated with at least one layer included in the machine learning model, determining whether the activation value is less than the threshold, and if the activation value is less than the threshold, controlling the operations of th...