Title:
INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD
Document Type and Number:
Japanese Patent JP2020042753
Kind Code:
A
Abstract:
To effectively increase the speed of learning using DNN regardless of learning methods.SOLUTION: An information processing apparatus includes: an acquisition unit which acquires a gap value with an ideal state relating to learning using a neural network; and an instruction unit which instructs dynamic modification of a value of batch size in the neural network. An information processing method includes: acquiring, by a processor, a gap value with an ideal state relating to learning using a neural network; and instructing dynamic modification of the value of batch size in the neural network on the basis of the gap value with the ideal state.SELECTED DRAWING: Figure 2
Inventors:
MIKAMI HIROAKI
Application Number:
JP2019009605A
Publication Date:
March 19, 2020
Filing Date:
January 23, 2019
Export Citation:
Assignee:
SONY CORP
International Classes:
G06N3/08; G06N3/04
Domestic Patent References:
| JPH03223933A | 1991-10-02 | |||
| JP2001056802A | 2001-02-27 |
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, vol. 109, no. 269, JPN6022027316, 4 November 2009 (2009-11-04), pages 187 - 192, ISSN: 0004817532
Attorney, Agent or Firm:
Sakai International Patent Office