MLPerf: A Benchmark for Machine Learning
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Event Type
Birds of a Feather
TP
XO
TimeWednesday, 18 November 20202:30pm - 3:45pm EST
LocationTrack 9
DescriptionMachine learning applications are rapidly expanding into scientific domains and challenging the hallmarks of traditional high performance computing workloads. This BoF presents MLPerf, a community-driven system performance benchmark which spans a range of individual machine learning tasks. The speakers at this BoF are experts in the fields of high performance computing, machine learning, and computer architecture, representing academia, government research organizations, and private industry. In this session, we will broadly cover the past year’s development within the MLPerf organization and introduce the new MLPerf HPC benchmark suite in order to solicit input from interested parties within the HPC community.
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