公开(公告)号：US20220222778A1

公开(公告)日：2022-07-14

申请号：US17710643

申请日：2022-03-31

申请人： NVIDIA Corporation

发明人： Shiqiu Liu ,  Robert Thomas Pottorff ,  Guilin Liu ,  Karan Sapra ,  Jon Barker ,  David Tarjan ,  Pekka Janis ,  Edvard Olav Valter Fagerholm ,  Lei Yang ,  Kevin Jonathan Shih ,  Marco Salvi ,  Timo Roman ,  Andrew Tao ,  Bryan Christopher Catanzaro

IPC分类号： G06T3/40 ,  G06T5/20 ,  G06T5/50 ,  G06T5/00

摘要： Apparatuses, systems, and techniques are presented to generate images. In at least one embodiment, one or more neural networks are used to generate one or more images using one or more pixel weights determined based, at least in part, on one or more sub-pixel offset values.

公开(公告)号：US20220067525A1

公开(公告)日：2022-03-03

申请号：US17002660

申请日：2020-08-25

申请人： NVIDIA Corporation

发明人： Dilip Sequeira ,  Pavlo Molchanov ,  Gregory Heinrich ,  Edvard Olav Valter Fagerholm

IPC分类号： G06N3/08 ,  G06N3/04 ,  B60W60/00 ,  B60W10/04

摘要： Apparatuses, systems, and techniques to reduce a size of neural networks. In at least one embodiment, a size of a neural network is reduced by at least removing one or more neurons of the neural network and adjusting one or more layers of the neural network to compensate for the removed one or more neurons.