Presentation
Two Worlds Collide: Trustworthiness and Energy Efficiency for Coupled HPC+AI Simulation
DescriptionThis Birds of a Feather session, “Two Worlds Collide: Trustworthiness and Energy Efficiency for Coupled HPC+AI Simulation,” is the third installment of a series started in 2021 aimed at discussing and brainstorming solutions for a new paradigm in HPC: the coupling of simulation with artificial intelligence (AI). In this installment, we continue our discussions on needs, use cases, testing, and reproducibility, and add a new focus on energy efficiency: energy reduction from speedups must be assessed together with energy costs of training campaigns, which can be costly. How can we provide transformative scientific discoveries, while delivering efficiency and correctness assurance?
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