The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 12, 2021
Filed:
Jun. 11, 2018
Htc Corporation, Taoyuan, TW;
Chun-Yen Chen, Taoyuan, TW;
Shang-Xuan Zou, Taoyuan, TW;
Jui-Lin Wu, Taoyuan, TW;
Chun-Nan Chou, Taoyuan, TW;
Kuan-Chieh Tung, Taoyuan, TW;
Chia-Chin Tsao, Taoyuan, TW;
Ting-Wei Lin, Taoyuan, TW;
Cheng-Lung Sung, Taoyuan, TW;
Edward Chang, Taoyuan, TW;
HTC Corporation, Taoyuan, TW;
Abstract
A training task optimization system includes a processor. The processor is configured to receive training environment information of a training task. The training environment information at least carries information corresponding to training samples in the training task. The processor is configured to calculate a memory distribution for the training task based on memory factors, the training samples and a neural network, and select a mini-batch size that is fit to the memory distribution. In response to the training environment information, the processor is configured to output the mini-batch size for execution of the training task.