Presentation
Machine-Learning Hardware: Architecture, System Interfaces, and Programming Models
Session Leader
Additional Session Leaders
Event Type
Birds of a Feather
TP
EX
EXH
Architectures
Hardware
Machine Learning
TimeTuesday, 19 November 20195:15pm - 6:45pm
Location704-706
DescriptionRecent years have seen a surge of investment in AI chip companies worldwide. These companies are however mostly targeting applications outside of the scientific computing community. As the use of ML accelerates in the HPC field itself, there is concern that the scientific community should influence the design of this new specialized hardware. In this BoF, we propose to let the community and select vendors engage on questions related to programming models, system interfaces, and architecture trade-offs of these chips.
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