Parareal Neural Networks Emulating a Parallel-in-time Algorithm

Chang-Ock Lee, Youngkyu Lee, Jongho Park

As deep neural networks (DNNs) become deeper, the training time increases. In this perspective, multi-GPU parallel computing has become a key tool in accelerating the training of D…