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Birds of a Feather
:
Exascale Machine Learning
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Birds of a Feather
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EX
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Machine Learning
TimeWednesday, November 14th5:15pm - 6:45pm
LocationC155/156
DescriptionHPC has been making a profound impact in recent success of data-driven machine learning. Training deep learning models such as convolutional and recurrent neural networks with big data is an extremely compute intensive task that routinely benefits from parallel and distributed processing. Upcoming exascale machines are expected to further accelerate the advance of data-oriented machine learning. This BoF starts with short talks by experts from academia, national labs and industry about the current state of the art in HPC-based machine learning, and concludes with a panel session that provides a forum to discuss opportunities and challenges with future exascale systems.
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