公开(公告)号：US20210350280A1

公开(公告)日：2021-11-11

申请号：US17314244

申请日：2021-05-07

Applicant: Nokia Technologies Oy

Inventor： Alessandro MONTANARI ,  Fahim KAWSAR ,  Akhil MATHUR ,  Chulhong MIN

IPC: G06N20/00 ,  G06K9/62

Abstract: An apparatus, method and computer program is described comprising: determining an initial performance of a first model, wherein determining the initial performance comprises deploying the first model at a first device; determining one or more operations for modifying the first model based on at least the initial performance of the first model and one or more user requirements; modifying the first model by performing the one or more operations; determining whether a performance of the modified first model satisfies the one or more user requirements, wherein the determining comprises deploying the modified first model at the first device; and in the event that the modified first model does not satisfy the one or more user requirements, further modifying the first model by performing one or more further operations until the performance of the modified first model satisfies the one or more user requirements, wherein the determining further one or more operations based on at least the performance of the modified first model and the one or more user requirements.