- Patent Title: Information processing apparatus of controlling training of neural network, non-transitory computer-readable storage medium for storing information processing program of controlling training of neural network, and information processing method of controlling training of neural network
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Application No.: US16861273Application Date: 2020-04-29
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Publication No.: US11941505B2Publication Date: 2024-03-26
- Inventor: Akihiro Tabuchi , Akihiko Kasagi
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Intellectual Property Center
- Priority: JP 19095468 2019.05.21
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06F16/00 ; G06N3/08
Abstract:
An information processing method implemented by a computer includes: executing a generation processing that includes generating a first mini-batch by performing data extension processing on learning data and processing to generate a second mini-batch without performing the data extension processing on the learning data; and executing a learning processing by using a neural network, the learning processing being configured to perform first learning by using the first mini-batch, and then perform second learning by using the second mini-batch.
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