TOP Events & Outreach R-CCS Cafe The 224th R-CCS Cafe - Special Edition
The 224th R-CCS Cafe - Special Edition
JapaneseTitle
HPC in AI: Bringing the Theory and Practices of HPC into AI/ML
Date | Mon, Dec 13, 2021 |
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Time | 10:00 am - 10:40 am (10 am - 10:35 am Talk, 10:35 am - 10:40 am -Discussion) |
City | Online |
Place | Online seminar on BlueJeans
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Language | Presentation Language: English Presentation Material: English |
Speakers |
Abstract
AI/ML workloads (specially deep learning) are outpacing Moore's law, in both computational requirements and the number of users. This rapid development, increased scale, and widening adoption in the field of AI necessitate continuous foundational contributions from the HPC community to accommodate AI workloads. In this talk we give an overview of recent and on-going efforts dedicated to optimize and scale AI workloads on HPC systems, across the entire stack, from hardware co-design to applications. More specifically, we highlight cases of how "HPC in AI" help in understanding and alleviating the bottlenecks of AI workloads running on HPC systems.
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(Dec 9, 2021)