公开(公告)号：US20240265232A1

公开(公告)日：2024-08-08

申请号：US18565972

申请日：2021-09-24

Applicant: Intel Corporation

Inventor： Darren Crews ,  Yong Jiang ,  Yuanyuan Li ,  Xu Qian ,  Peiqing Jiang ,  Haiyun Hong

IPC: G06N3/04

CPC classification number: G06N3/04

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed. An example apparatus includes at least one memory, instructions in the apparatus, and processor circuitry to execute the instructions to detect a pattern of an upsampled input submatrix, generate a transformed input submatrix by selecting four elements of the upsampled input submatrix, select a transformed weight submatrix based on the pattern, and convolve the transformed input submatrix and the transformed weight submatrix.