公开(公告)号：US20240296308A1

公开(公告)日：2024-09-05

申请号：US18646852

申请日：2024-04-26

Applicant: SHANGHAITECH UNIVERSITY

Inventor： Yueyang ZHENG ,  Chaolin RAO ,  Minye WU ,  Xin LOU ,  Pingqiang ZHOU ,  Jingyi YU

IPC: G06N3/04

CPC classification number: G06N3/04

Abstract: A computing system for encoding a machine learning model comprises a plurality of layers and a plurality of computation units. A first set of computation units are configured to process data at a first bit width. A second set of computation units are configured to process at a second bit width. The first bit width is higher than the second bit width. A memory is coupled to the computation units. A controller is coupled to the computation units and the memory. The controller is configured to provide instructions for encoding the machine learning model. The first set of computation units are configured to compute a first set of layers and the second set of computation units are configured to compute a second set of layers.