Keynote 2: Sparse Linear Algebra in Facebook's Deep Learning Models

Workshop: Keynote 2: Sparse Linear Algebra in Facebook's Deep Learning Models

Abstract: Sparse linear algebra plays surprisingly important roles in deep learning models used in social network. The use cases share similar challenges as scientific computing applications using sparse linear algebra. I believe both communities can benefit from each other by working together on basic SW building blocks, processor architecture innovations, and interconnect network.

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