Towards Exascale Deep Learning for Climate Science


Mr Prabhat1, Thorsten Kurth2, Sean Treichler3, Josh Romero3, Mayur Mudigonda1, Massimiliano Fatica4, Michael Houston3, Ankur Mahesh5, Karthik Kashinath6, Mike Matheson7, Mallikarjun Shankar8, Travis Allen O'Brien9, Michael F Wehner10 and William Drew Collins11, (1)University of California Berkeley, Berkeley, CA, United States, (2)NVIDIA Corporation, Zurich, Switzerland, (3)NVIDIA, Santa Clara, United States, (4)Organization Not Listed, Washington, DC, United States, (5)Lawrence Berkeley National Laboratory, Earth and Environmental Science, Berkeley, United States, (6)NVIDIA Corporation, Santa Clara, CA, United States, (7)OLCF, Oak Ridge, TN, United States, (8)Seattle, WA, United States, (9)Lawrence Berkeley National Lab, Climate & Ecosystem Sciences Division, Berkeley, United States, (10)Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, United States, (11)Berkeley Lab and UC Berkeley, Berkeley, United States