Patent ID: 11868817
Assignee: INSPUR ELECTRONIC INFORMATION INDUSTRY CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 1:
2. The load balancing method fora parallel model training task according to claim 1, wherein the adjusting the intermediate balancing scheme according to the data traffic, so as to obtain a final balancing scheme comprises:
obtaining a communication time of each of the plurality of computing devices according to the data traffic and a network layer communication speed of each of the plurality of computing devices, and obtaining total time corresponding to each of the plurality of the computing devices by use of the communication time and computing time;
determining maximum total time, and performing a network layer division optimization process on a target computing device of the plurality of the computing devices corresponding to the maximum total time in the intermediate balancing scheme, so as to obtain an optimized balancing scheme;
determining the optimized balancing scheme as the intermediate balancing scheme, and updating an optimization count; and
determining the intermediate balancing scheme as the final balancing scheme when the optimization count reaches a preset optimization count threshold.