公开(公告)号：US20220237460A1

公开(公告)日：2022-07-28

申请号：US17719660

申请日：2022-04-13

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sunwoong JOO ,  Benjamin Rufus DUCKWORTH ,  Martyn Gregory BLISS ,  Simyung CHANG ,  Cheulhee HAHM

IPC: G06N3/08 ,  G06N3/04

Abstract: An electronic device according to an embodiment includes: a memory storing one or more instructions; and a processor configured to execute the one or more instructions stored in the memory. The processor is configured to: receive information about a limitation, wherein the information about the limitation includes information about a target device for realizing a neural network; generate a plurality of candidate neural networks based on the information about the limitation; generate a plurality of codes for realizing the plurality of candidate neural networks in the target device, based on the information about the limitation and a pre-determined cost function; obtain performance index information corresponding to each of the plurality of codes; and provide the plurality of candidate neural networks and the plurality of codes corresponding to the plurality of candidate neural networks, respectively, based on the performance index information.