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Exploring the limits of Concurrency in ML Training on Google TPUs

Nov 07, 2020
Sameer Kumar, James Bradbury, Cliff Young, Yu Emma Wang, Anselm Levskaya, Blake Hechtman, Dehao Chen, HyoukJoong Lee, Mehmet Deveci, Naveen Kumar, Pankaj Kanwar, Shibo Wang, Skye Wanderman-Milne, Steve Lacy, Tao Wang, Tayo Oguntebi, Yazhou Zu, Yuanzhong Xu, Andy Swing

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Exploiting Parallelism Opportunities with Deep Learning Frameworks

Aug 13, 2019
Yu Emma Wang, Carole-Jean Wu, Xiaodong Wang, Kim Hazelwood, David Brooks

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Benchmarking TPU, GPU, and CPU Platforms for Deep Learning

Aug 06, 2019
Yu Emma Wang, Gu-Yeon Wei, David Brooks

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