Exascale Deep Learning for Climate Analytics

Thorsten Kurth, Sean Treichler, Joshua Romero +9

We extract pixel-level masks of extreme weather patterns using variants of Tiramisu and DeepLabv3+ neural networks. We describe improvements to the software frameworks, input pipel…