TensorFlow: A system for large-scale machine learning

Abadi, Martı́n; Barham, Paul; Chen, Jianmin; Chen, Zhifeng; Davis, Andy; B. Dean, Jay; Devin, Matthieu; Ghemawat, Sanjay; Irving, Geoffrey; Isard, Michael; Kudlur, Manjunath; Levenberg, Josh; Monga, Rajat; Moore, Sherry; G. Murray, Derek; Steiner, Benoit; A. Tucker, Paul; Vasudevan, Vijay; Warden, Pete; Wicke, Martin; Yu, Yuan; Zheng, Xiaoqiang

doi:10.48550/arxiv.1605.08695

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TensorFlow: A system for large-scale machine learning

Shared by NobleBlocks on May 27, 2016 • 12:00 AM UTC

Authors:

Martı́n Abadi

Paul Barham

Jianmin Chen

Abstract

TensorFlow is a machine learning system that operates at large scale and in heterogeneous environments. TensorFlow uses dataflow graphs to represent computation, shared state, and the operations that mutate that state. It maps the nodes of a dataflow graph across many machines in a cluster, and with...

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Computer science

Artificial intelligence

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