Patents by Inventor Shang-Xuan Zou

Shang-Xuan Zou has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Training task optimization system, training task optimization method and non-transitory computer readable medium for operating the same
    Patent number: 11144828
    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.
    Type: Grant
    Filed: June 11, 2018
    Date of Patent: October 12, 2021
    Assignee: HTC Corporation
    Inventors: Chun-Yen Chen, Shang-Xuan Zou, Jui-Lin Wu, Chun-Nan Chou, Kuan-Chieh Tung, Chia-Chin Tsao, Ting-Wei Lin, Cheng-Lung Sung, Edward Chang
  • TRAINING TASK OPTIMIZATION SYSTEM, TRAINING TASK OPTIMIZATION METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR OPERATING THE SAME
    Publication number: 20180357541
    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.
    Type: Application
    Filed: June 11, 2018
    Publication date: December 13, 2018
    Inventors: Chun-Yen CHEN, Shang-Xuan ZOU, Jui-Lin WU, Chun-Nan CHOU, Kuan-Chieh TUNG, Chia-Chin TSAO, Ting-Wei LIN, Cheng-Lung SUNG, Edward CHANG
  • Data processing method and system with application-level information awareness
    Patent number: 9672067
    Abstract: A data processing system comprises a storage device, an interface module and a scheduler. The interface module is configured to dispatch a non-prioritized request via a first data path, and to transfer application-level information of an application via a second data path. The scheduler, coupled to the first and second data path, is configured to enable an access to the storage device according to the non-prioritized request and the application-level information respectively received from the first and second data paths.
    Type: Grant
    Filed: April 27, 2015
    Date of Patent: June 6, 2017
    Assignee: MACRONIX INTERNATIONAL CO., LTD.
    Inventors: Ye-Jyun Lin, Hsiang-Pang Li, Shang-Xuan Zou, Chia-Lin Yang
  • DATA PROCESSING METHOD AND SYSTEM WITH APPLICATION-LEVEL INFORMATION AWARENESS
    Publication number: 20160154674
    Abstract: A data processing system comprises a storage device, an interface module and a scheduler. The interface module is configured to dispatch a non-prioritized request via a first data path, and to transfer application-level information of an application via a second data path. The scheduler, coupled to the first and second data path, is configured to enable an access to the storage device according to the non-prioritized request and the application-level information respectively received from the first and second data paths.
    Type: Application
    Filed: April 27, 2015
    Publication date: June 2, 2016
    Inventors: Ye-Jyun Lin, Hsiang-Pang Li, Shang-Xuan Zou, Chia-Lin Yang