公开(公告)号：US20220116284A1

公开(公告)日：2022-04-14

申请号：US17645742

申请日：2021-12-22

申请人： Intel Corporation

发明人： Ravishankar Iyer ,  Nilesh Jain ,  Juan Munoz ,  Eriko Nurvitadhi ,  Anahita Bhiwandiwalla ,  Rajesh Poornachandran

IPC分类号： H04L41/5003 ,  G06N3/10

摘要： Methods, apparatus, systems, and articles of manufacture for dynamic XPU hardware-aware deep learning model management are disclosed. An example method includes extracting a plurality of models from a dataset, respective ones of the plurality of models optimized for a selected quality of service (QoS) objective of a plurality of QoS objectives, identifying a plurality of feature differences between respective ones of the plurality of models, and identifying a plurality of feature similarities between respective ones of the plurality of models.