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MatthieuCourbariaux/BinaryNet has 1,069 GitHub stars and 338 forks. GitHot measured 0 in 7 days. Last checked 2026-11-11 01:13 UTC. Last push 2018-11-28.

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Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

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README.md

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BinaryNet

This repository enables the reproduction of the experiments described in the article:
BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.

It is divided in two subrepositories:

  • Train-time enables the reproduction of the benchmark results reported in the article
  • Run-time demonstrates the XNOR and baseline GPU kernels described in the article

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