Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World

Bowen Lei, Dongkuan Xu, Ruqi Zhang +1

Sparse training has emerged as a promising method for resource-efficient deep neural networks (DNNs) in real-world applications. However, the reliability of sparse models remains a…