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Birds of a Feather: Machine-Learning Hardware: Architecture, System Interfaces, and Programming Models
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Birds of a Feather
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.