Invention Grant
- Patent Title: Search method and apparatus
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Application No.: US16166203Application Date: 2018-10-22
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Publication No.: US11762918B2Publication Date: 2023-09-19
- Inventor: Akira Ura , Kenichi Kobayashi , Haruyasu Ueda
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JP 17204868 2017.10.24
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06F16/906 ; G06F17/10 ; G06F9/50 ; G06F9/38 ; G06F16/00 ; G06F18/214

Abstract:
A search apparatus causes a first learning process using a first sample size and a first hyperparameter value to be executed, and causes a second learning process using the first sample size and a second hyperparameter value to be executed. When a third learning process using a second sample size larger than the first sample size and the first hyperparameter value has not been executed, the search apparatus calculates total resources associated with the first sample size based on resources used by the first and second learning processes. If the total resources exceed a threshold, the search apparatus allows the third learning process to be executed. If the total resources are equal to or less than the threshold, the search apparatus withholds the execution of the third learning process, and allows a fourth learning process using the first sample size or smaller and a third hyperparameter value to be executed.
Public/Granted literature
- US20190122078A1 SEARCH METHOD AND APPARATUS Public/Granted day:2019-04-25
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