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Motivation for and Evaluation of the First Tensor Processing Unit | IEEE Journals & Magazine | IEEE Xplore

Motivation for and Evaluation of the First Tensor Processing Unit


Abstract:

The first-generation tensor processing unit (TPU) runs deep neural network (DNN) inference 15-30 times faster with 30-80 times better energy efficiency than contemporary ...Show More

Abstract:

The first-generation tensor processing unit (TPU) runs deep neural network (DNN) inference 15-30 times faster with 30-80 times better energy efficiency than contemporary CPUs and GPUs in similar semiconductor technologies. This domain-specific architecture (DSA) is a custom chip that has been deployed in Google datacenters since 2015, where it serves billions of people.
Published in: IEEE Micro ( Volume: 38, Issue: 3, May./Jun. 2018)
Page(s): 10 - 19
Date of Publication: 11 May 2018

ISSN Information:


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