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Leaky-Reluplex

Leaky-Reluplex : The extended algorithm of Reluplex, which is used to verify the DNNs with Leaky ReLU activation functions.

The paper of Reluplex:

https://arxiv.org/abs/1702.01135

The codes of Reluplex:

https://github.com/guykatzz/ReluplexCav2017

Compilation Instructions

The implementation was run and tested on Ubuntu 16.04.

Compiling GLPK:

  cd glpk-4.60
  ./configure_glpk.sh
  make
  make install

Compiling the Reluplex core:

  cd reluplex
  make

Test the Leaky-Reluplex (keep in the folder /Leaky-Reluplex/reluplex ):

  ./test.sh

The test log can see the file ./test.txt

The test case in Leaky-Reluplex is the same as in Reluplex except that the k value of Leaky ReLU function is 0.2.