Asynchronous Evolution of Deep Neural Network Architectures

Jason Liang, Hormoz Shahrzad, Risto Miikkulainen

Many evolutionary algorithms (EAs) take advantage of parallel evaluation of candidates. However, if evaluation times vary significantly, many worker nodes (i.e.,\ compute clients)…