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Mahmoud Khairy
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Jul 23, 2020

TPU vs GPU vs Cerebras vs Graphcore: A Fair Comparison between ML Hardware

Over the last years, several hardware platforms have been developed to accelerate the machine learning training process. This includes hardware platforms from giant companies, like Nvidia’s GPU and Google’s TPU, and startup companies, like Graphcore’s IPU and Cerebras WaferScale Engine (WSE). Unfortunately, companies use biased measurement methods and do not…

29 min read

TPU vs GPU vs Cerebras vs Graphcore: A Fair Comparison between ML Hardware
TPU vs GPU vs Cerebras vs Graphcore: A Fair Comparison between ML Hardware
Mahmoud Khairy

Mahmoud Khairy

PhD student at Purdue University.

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