Success Story: NeuralPint

Highlights Keywords Environment, Climate, Weather Technologies used ML, FNO, GPU, CPU, SDC, PinT Challenge Spatial parallelization by decomposing a computational domain eventually saturates as sub-domains become too small and communication costs starts to dominate. Parallel-in-time integration (PinT) has been shown to be able to extend strong scaling limits. However, the performance of PinT relies on the availability of cheap but sufficiently accurate coarse predictors that provide starting values for later points in time, thereby enabling … Continue reading Success Story: NeuralPint