Practical AI Worlds are colliding - AI and HPC
Sep 17, 2019
Chris Benson, Principal AI Strategist at Lockheed Martin, dives into the fascinating world where High Performance Computing (HPC) meets AI. He explains how HPC outshines traditional infrastructure and shares unique challenges in combining the two. The conversation highlights the complexity of HPC clusters and the environmental impact of machine learning models. Chris also emphasizes the evolving relationship between AI/ML and HPC, showcasing the importance of strategic partnerships in advancing technology.
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HPC Definition
- High-Performance Computing (HPC) tackles computationally intense problems.
- It traditionally uses massive, expensive CPU clusters for simulations.
HPC vs. Cloud
- HPC clusters differ from cloud setups.
- HPC nodes have specialized hardware and software for efficient communication and data handling.
HPC for Complex AI Systems
- HPC clusters excel in managing multiple, interdependent AI models.
- This approach mirrors enterprise software development with modular components.