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Thursday, March 14 • 3:50pm - 4:05pm
Facebook AI Infrastructure- Presented by Facebook

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AI/ML is essential to many core products and services at Facebook. This talk covers the hardware and software infrastructure that supports Facebook AI at global scale. Facebook’s AI workloads are extremely diverse with services requiring many different types of models in practice. This diversity has implications at all layers of the system stack. In addition, computational requirements are also intense, leveraging both GPU and CPU platforms for training and abundant CPU capacity for real-time inference. Addressing these and other emerging challenges continues to require diverse efforts while considering hardware and software co-design.

Speakers
avatar for Whitney Zhao

Whitney Zhao

Engineer, Facebook
Whitney is a seasoned hardware engineer leading AI/ML system design in Facebook. Whitney has led multiple hardware generations ranging from general purpose 2S system such as Tioga Pass to ML JBOG Big Basin systems, all of which have been contributed to OCP. She has been driving multiple... Read More →
SN

Sam Naghshineh

Technical Program Manager, Facebook


Thursday March 14, 2019 3:50pm - 4:05pm PDT
Expo Hall 1