TPU V4: an Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings

Norman P. Jouppi,George Kurian,Sheng Li,Peter Ma,Rahul Nagarajan,Lifeng Nai,Nishant Patil,Suvinay Subramanian,Andy Swing,Brian Towles,Cliff Young,Xiang Zhou,Zongwei Zhou,David Patterson

PROCEEDINGS OF THE 2023 THE 50TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE, ISCA 2023（2023）

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Machine learning,domain specific architecture,TPU,GPU,IPU,supercomputer,optical interconnect,reconfigurable,embeddings,large language model,power usage effectiveness,warehouse scale computer,carbon emissions,energy,CO2 equivalent emissions

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