Title:
INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD
Document Type and Number:
Japanese Patent JP2020042591
Kind Code:
A
Abstract:
To provide an information processing apparatus configured to effectively increase the speed of learning using DNN regardless of learning methods, and an information processing method.SOLUTION: An information processing apparatus includes a learning unit which executes learning using a neural network. The learning unit dynamically modifies a value of batch size during learning on the basis of a gap value with an ideal state relating to learning output by the neural network. A batch size modifying unit dynamically modifies a value of batch size during the learning, which uses a neural network, on the basis of a gap value with an ideal state relating to learning output by the neural network.SELECTED DRAWING: Figure 3
Inventors:
MIKAMI HIROAKI
Application Number:
JP2018169979A
Publication Date:
March 19, 2020
Filing Date:
September 11, 2018
Export Citation:
Assignee:
SONY CORP
International Classes:
G06N3/02; G06N20/00
Domestic Patent References:
| JP2001056802A | 2001-02-27 | |||
| JPH03223933A | 1991-10-02 |
Foreign References:
| US20180144261A1 | 2018-05-24 |
Other References:
二宮洋: "改良型ｏｎｌｉｎｅ準ニュートン法によるニューラルネットワークの学習", 電子情報通信学会技術研究報告 ＮＬＰ２００９−８１−ＮＬＰ２００９−１２５ 非線形問題, vol. 第109巻，第269号, JPN6018050086, 4 November 2009 (2009-11-04), JP, pages 187 - 192, ISSN: 0003944148
Attorney, Agent or Firm:
Miaki Kametani
Tetsuo Kanamoto
Koji Hagiwara
Kazuki Matsumoto
Tetsuo Kanamoto
Koji Hagiwara
Kazuki Matsumoto