US 11,861,499 B2
Method, terminal-side device, and cloud-side device for data processing and terminal-cloud collaboration system
Fenglong Song, Beijing (CN); Wulong Liu, Beijing (CN); Xijun Xue, Shenzhen (CN); and Huimin Zhang, Shenzhen (CN)
Assigned to HUAWEI TECHNOLOGIES CO., LTD., Guangdong (CN)
Filed by HUAWEI TECHNOLOGIES CO., LTD., Guangdong (CN)
Filed on Jun. 25, 2019, as Appl. No. 16/452,290.
Application 16/452,290 is a continuation of application No. PCT/CN2017/116203, filed on Dec. 14, 2017.
Claims priority of application No. 201611215479.6 (CN), filed on Dec. 26, 2016.
Prior Publication US 2019/0318245 A1, Oct. 17, 2019
Int. Cl. G06E 1/00 (2006.01); G06N 3/082 (2023.01); G06F 9/50 (2006.01); G06N 3/063 (2023.01)
CPC G06N 3/082 (2013.01) [G06F 9/5011 (2013.01); G06F 9/5027 (2013.01); G06N 3/063 (2013.01)] 31 Claims
OG exemplary drawing
 
1. A method for data processing, comprising:
sending, by a terminal-side device, a request message to a cloud-side device, wherein the request message is used to request a neural network model to process a cognitive computing task;
receiving, by the terminal-side device, a second neural network model obtained by trimming a first neural network model sent by the cloud-side device, wherein the first neural network model is on the cloud-side device that is used to process the cognitive computing task, and a hardware resource required to execute the second neural network model is within an available hardware resource capability range of the terminal-side device; and
processing, by the terminal-side device, the cognitive computing task using the second neural network model.