公开(公告)号：US20240419970A1

公开(公告)日：2024-12-19

申请号：US18816769

申请日：2024-08-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Yeshwanth VENKATESHA ,  Sundeep KRISHNADASAN ,  Ankur DESHWAL

IPC: G06N3/082 ,  G06N3/04

Abstract: Provided is a method and system with deep learning model generation. The method includes identifying a plurality of connections in a neural network that is pre-associated with a deep learning model, generating a plurality of pruned neural networks by pruning different sets of one or more of the plurality of connections to respectively generate each of the plurality of pruned neural networks, generating a plurality of intermediate deep learning models by generating a respective intermediate deep learning model corresponding to each of the plurality of pruned neural networks, and selecting one of the plurality of intermediate deep learning models, having a determined greatest accuracy among the plurality of intermediate deep learning models, to be an optimized deep learning model.