(CGRA4HPC) 2022 Invited Speaker: Pushing the Boundaries of HPC with the Integration of AI

Abstract

As the market for high-performance computing continues to heat up there are constraints caused by the limited processing speed capacity of current architectures like CPUs and GPUs. Higher-resolution image processing requires massive computational capabilities making it challenging and costly for even the most innovative companies to succeed. SambaNova Systems has pioneered the ability to liberate organizations from the limitations of their legacy solutions — providing the core datacenter infrastructure to quickly build and deploy AI technologies at scale. Developers can run a 100-billion parameter model with ease, and enable highperformance processing of complex structures such as high-resolution images, pushing computer vision boundaries far beyond 4k. SambaNova Systems will showcase groundbreaking technology delivered by SambaNova's Reconfigurable Dataflow Architecture™ - an accelerated computing architecture designed to efficiently execute a broad range of AI and HPC applications.