公开(公告)号：US20240303464A1

公开(公告)日：2024-09-12

申请号：US18598876

申请日：2024-03-07

Applicant: Google LLC

Inventor： Nan Du ,  Tao Wang ,  Yanqi Zhou ,  Tao Lei ,  Yuanzhong Xu ,  Andrew Mingbo Dai ,  Zhifeng Chen ,  Dewen Zeng ,  Yingwei Cui

IPC: G06N3/04 ,  G06N3/084

CPC classification number: G06N3/04 ,  G06N3/084

Abstract: A method includes providing a first set of data objects to a first skip router of a neural network (NN). The NN includes a first NN layer and a second NN layer. The first set of data objects is subdivided into a first set of skip objects and a first set of non-skip objects based on a first skip logic implemented by the first skip router and a first context of each data object in the first set of data objects. A first set of processed objects is generated based on the first set of non-skip objects and a first layer logic implemented by the first NN layer. Predictions are generated based on a second set of data objects and a second layer logic implemented by the second NN layer. The second set of data objects includes the first set of processed objects and the first set of skip objects.