Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling

Sam Partee, Matthew Ellis, Alessandro Rigazzi +4

We demonstrate the first climate-scale, numerical ocean simulations improved through distributed, online inference of Deep Neural Networks (DNN) using SmartSim. SmartSim is a libra…