Title:
ニューラルネットワーク構築装置、情報処理装置、ニューラルネットワーク構築方法及びプログラム
Document Type and Number:
Japanese Patent JP6799197
Kind Code:
B2
Abstract:
A neural network construction device includes: an obtainer which obtains resource information related to a computational resource of an embedded device and performance constraints related to processing performance of the embedded device; a setting unit which sets scale constraints of a neural network on the basis of the resource information; a generator which generates a model of the neural network on the basis of the scale constraints; and a determination unit which determines whether or not the model generated meets the performance constraints, and outputs data based on the result of the determination.
Inventors:
Yusuke Konishi
Ryoichi Matsumoto
Yuki Minami
Ryoichi Matsumoto
Yuki Minami
Application Number:
JP2020518350A
Publication Date:
December 09, 2020
Filing Date:
May 10, 2019
Export Citation:
Assignee:
Nuvoton Technology Japan Corporation
International Classes:
G06N3/08; G06V10/774
Foreign References:
| US20180053091 | ||||
| US20160224903 | ||||
| WO2017187798A1 |
Attorney, Agent or Firm:
Hiromori Arai
Eisaku Teratani
Shinichi Michisaka
Eisaku Teratani
Shinichi Michisaka