Reliability Assurance for Deep Neural Network Architectures Against Numerical Defects

Linyi Li, Yuhao Zhang, Luyao Ren +2

With the widespread deployment of deep neural networks (DNNs), ensuring the reliability of DNN-based systems is of great importance. Serious reliability issues such as system failu…