Presentation
Two Worlds Collide: Forging Sustainable Coupled HPC Simulation/Deep Learning Applications from Hardware to Algorithm
DescriptionThis Birds of a Feather session, “Two Worlds Collide: Forging Sustainable Coupled HPC Simulation/Deep Learning Applications from Hardware to Algorithm,” continues a series started in 2021 with a theme of discussing and brainstorming solutions for a new paradigm in HPC: the coupling of simulation with machine learning for state-of-the-art research. In this installment, we focus on sustainability and assurance for coupled simulation and deep learning. We discuss the current state and needs for enabling integration of HPC simulation with modern deep learning stacks to provide transformative scientific discoveries while delivering productivity, portability, and correctness for safety and mission critical applications.
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