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Today’s artificial intelligence solutions tend to be specialized in specific applications and functions, and rely on maintenance by a select few developers. They are talent-intensive, expensive, difficult to reproduce, and overall unsustainable. As a result, AI currently remains inaccessible to most organizations.
Petuum was founded by scientists and professors from Carnegie Mellon University, including Dr. Eric Xing, who is ranked the top CS/AI researcher in the world.
Our vision is to unlock the future of AI for organizations everywhere.
With our research, development, and technical strength, we solve problems at the forefront of machine learning, distributed systems, and human-computer interaction.
Pehong Chen Professor in the Department of Electrical Engineering and Computer Science & the Department of Statistics, UC Berkeley
Samsung Professor in the School of Engineering and Professor of Electrical Engineering in the Information Systems Laboratory, Stanford University
Founder and Chief Scientist, Data Domain; Professor in the Department of Computer Science, Princeton University
FAST, PERFORMANT AND PRIVATE TRANSFORMER INFERENCE WITH MPC
NeurIPS 2022: We present AMP, an automatic algorithm that can find model parallel training strategies with high system throughput.
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