Training giant neural networks using pipeline parallelism

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training giant neural networks. One of the methods includes obtaining data specifying a partitioning of the neural network into N composite layers that form a sequence of composite layers, wherein eac...

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Hauptverfasser: Ngiam, Jiquan, Huang, Yanping, Cheng, Youlong, Lee, HyoukJoong, Chen, Dehao, Chen, Zhifeng
Format: Patent
Sprache:eng
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