公开(公告)号：US12039361B1

公开(公告)日：2024-07-16

申请号：US18494002

申请日：2023-10-25

Applicant: ZHEJIANG LAB

Inventor： Hongsheng Wang ,  Guang Chen ,  Fei Wu ,  Feng Lin

IPC: G06F9/48

CPC classification number: G06F9/48

Abstract: The present disclosure discloses a method for executing a task. The method includes: a master computing device node in a computing cluster system receives a task code of a to-be-executed task; the master computing device node divides the to-be-executed task into subtasks, and for each of the subtasks, the master computing device node determines operators required to execute the subtask based on the task code; the master computing device node respectively distributes the subtasks to computing nodes in the computing cluster system, such that for each of the computing nodes, the computing node generates an executable task subgraph for the computing node based on the operators required to execute the subtask distributed to the computing node and data transmission relationships between the operators required to execute the subtask distributed to the computing node, and runs the executable task subgraph to execute the to-be-executed task.

公开(公告)号：US11934887B1

公开(公告)日：2024-03-19

申请号：US18466384

申请日：2023-09-13

Applicant: ZHEJIANG LAB

Inventor： Hongsheng Wang ,  Fei Wu ,  Guang Chen ,  Feng Lin

IPC: G06F9/50 ,  G06F8/41

CPC classification number: G06F9/5072 ,  G06F8/41 ,  G06F9/5066 ,  G06F2209/5016 ,  G06F2209/5017

Abstract: The present disclosure discloses a distributed model compilation system. A master node of the system determines the logic calculation graph of the model based on model information, divides the logic calculation graph into multiple logic calculation sub-graphs, generates a distributing message for each logic calculation sub-graph, and then transmits the distributing message to a slave node. Each of the slave nodes allocates a local computing resource to compile the logic calculation sub-graph based on the received distributing message, and transmits compilation completion information to the master node. The master node determines the completion of model compilation based on the compilation completion information returned by each slave node, and executes the target work based on the compiled model.