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

3 code implementations • 13 Apr 2021 • Sam Partee, Matthew Ellis, Alessandro Rigazzi, Scott Bachman, Gustavo Marques, Andrew Shao, Benjamin Robbins

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

BIG-bench Machine Learning