公开(公告)号：US20210073612A1

公开(公告)日：2021-03-11

申请号：US16566797

申请日：2019-09-10

申请人： NVIDIA Corporation

发明人： Arash Vahdat ,  Arun Mohanray Mallya ,  Ming-Yu Liu ,  Jan Kautz

IPC分类号： G06N3/04 ,  G06F7/57 ,  G06N3/063 ,  G06N3/08

摘要： In at least one embodiment, differentiable neural architecture search and reinforcement learning are combined under one framework to discover network architectures with desired properties such as high accuracy, low latency, or both. In at least one embodiment, an objective function for search based on generalization error prevents the selection of architectures prone to overfitting.