公开(公告)号：US20240281638A1

公开(公告)日：2024-08-22

申请号：US18571131

申请日：2022-09-21

Applicant: Beijing Bytedance Network Technology Co., Ltd.

Inventor： Maojia SHENG ,  Zhongnan HUANG ,  Zilin XU ,  Jingting JIN

IPC: G06N3/04

CPC classification number: G06N3/04

Abstract: The present application discloses a data service method and device, and related products. After a process of a target data service is started, a candidate dataset outside a neural network graph structure and corresponding to a target data service is obtained through a custom operator in the neural network graph structure; the neural network graph structure and the candidate dataset obtained by the custom operator in the previous step are then used to execute the target data service. A hybrid graph computing framework that combines a usage mode inside the graph with a usage mode outside the graph is realized with the aid of the custom operator. The custom operator is located inside the graph, and the candidate data is located outside the graph. The custom operator can access the candidate data outside the graph, so that the candidate data can participate in the target data service.