公开(公告)号：US20250029010A1

公开(公告)日：2025-01-23

申请号：US18895264

申请日：2024-09-24

Applicant: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.

Inventor： Dianhai Yu ,  Gexiao Tian ,  Weibao Gong ,  Haifeng Wang ,  Yongsheng Xu ,  Jiabin Yang

IPC: G06N20/00

Abstract: A cluster-based training method includes: in response to a hardware fault in the training node, selecting a target standby node from the plurality of standby nodes, and obtaining a target training snapshot of the model training task in the training node, in which the target training snapshot includes training state data of the model training task; and initializing the target standby node based on a container image of a model training program in the training node and the training state data to replace the training node with the target standby node to continue executing the model training task.