US 12,190,124 B2
Method for determining configuration parameters of data processing device, electronic device and storage medium
Weibin Ma, Guangdong (CN); Lihong Huang, Guangdong (CN); Haifeng Guo, Guangdong (CN); and Zuoxing Yang, Guangdong (CN)
Assigned to SHENZHEN MICROBT ELECTRONICS TECHNOLOGY CO., LTD., Shenzhen (CN)
Appl. No. 18/005,535
Filed by SHENZHEN MICROBT ELECTRONICS TECHNOLOGY CO., LTD., Guangdong (CN)
PCT Filed Jun. 2, 2021, PCT No. PCT/CN2021/097822
§ 371(c)(1), (2) Date Jan. 13, 2023,
PCT Pub. No. WO2022/110743, PCT Pub. Date Jun. 2, 2022.
Claims priority of application No. 202011353553.7 (CN), filed on Nov. 27, 2020.
Prior Publication US 2023/0289196 A1, Sep. 14, 2023
Int. Cl. G06F 9/24 (2006.01); G06F 9/445 (2018.01); G06N 20/00 (2019.01); G06F 9/4401 (2018.01)
CPC G06F 9/44505 (2013.01) [G06N 20/00 (2019.01); G06F 9/4401 (2013.01)] 9 Claims
OG exemplary drawing
 
1. A method for determining configuration parameters of a data processing device, comprising:
operating the data processing device by using configuration parameters, wherein the configuration parameters are initially configured as universal optimization configuration parameters obtained according to a universal operating parameter model;
during the operating process of the data processing device, changing the configuration parameters of the data processing device to obtain a dedicated operating parameter data set of the data processing device, wherein the operating parameter dedicated data set comprises a plurality of groups of operating parameters, and each group of operating parameters comprises configuration parameters and capability parameters of the data processing device when the data processing device is operating under the configuration parameters;
executing model training by using the dedicated operating parameter data set to obtain a dedicated operating parameter model for the data processing device; and
obtaining optimal configuration parameters of the data processing device according to the dedicated operating parameter model, and operating the data processing device according to the optimal configuration parameters, wherein the optimal configuration parameters are configuration parameters corresponding to optimal capability parameters in the dedicated operating parameter data set, wherein the capability parameters include the computing power of the data processing device and the power of the data processing device.