US Patent Issued to BEIJING TRANSTREAMS TECHNOLOGY on Dec. 16 for "Methods and apparatuses for high performance and accuracy fixed-point batchnorm implementation" (American, Chinese Inventors)

ALEXANDRIA, Va., Dec. 16 -- United States Patent no. 12,499,361, issued on Dec. 16, was assigned to BEIJING TRANSTREAMS TECHNOLOGY Co. LTD. (Beijing).

"Methods and apparatuses for high performance and accuracy fixed-point batchnorm implementation" was invented by Ming Kai Hsu (Freemont, Calif.) and Sikai Wang (Beijing).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method to implement a fixed-point batchnorm layer in a neural network for data processing is provided in the present disclosure. The method includes: receiving fixed-point input data over a channel of a standalone floating-point batchnorm layer, and converting the floating-point input data into fixed-point input data of the standalone floating-po...