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MLPerf: A Benchmark for Machine Learning
Session Leader
Additional Session Leaders
Event Type
Birds of a Feather
Tags
Online Only
Machine Learning and Artificial Intelligence
Performance
Registration Categories
TP
XO / EX
TimeWednesday, 17 November 20215:15pm - 6:45pm CST
LocationOnline
DescriptionMachine learning applications are rapidly expanding into scientific domains and challenging the hallmarks of traditional HPC workloads. We present MLPerf, a community-driven system performance benchmark which spans a range of machine learning tasks. The speakers at this BoF are experts in the fields of HPC, scientific computing, machine learning, and computer architecture, representing academia, government research organizations, and private industry. In this session, we will cover the past year's development within the MLPerf organization and provide an update on the latest round of submissions to the MLPerf-HPC benchmark suite to solicit input from interested parties within the HPC community.
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