Mohammad Hasan Ahmadilivani

New methods boost DNN reliability, outperform ECC

Researchers have developed two novel methods, MSET and CEP, to enhance the reliability of large-scale deep learning models against hardware faults. MSET selectively protects the most vulnerable bits in CNN and ViT param…