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Symbolic bound tightening in NLR (#249) #11

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merged 1 commit into from
Apr 27, 2020

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  • test

  • basic interval artihmetic bound propagation

  • another test case

  • initialize an SBT within the NLR. Pass topology, weights and biases

  • wip

  • SBT functionality into NLR

  • wip

  • bug fix

  • cleanup

  • cleanup

  • wip

  • handle eliminated relus

  • cleanup: remove symbolic bound tightener

  • oops

  • additional cleanup

  • oops

  • first unit test

  • unit tests for NLR

Co-authored-by: Guy Katz guykatz@cs.huji.ac.il

* test

* basic interval artihmetic bound propagation

* another test case

* initialize an SBT within the NLR. Pass topology, weights and biases

* wip

* SBT functionality into NLR

* wip

* bug fix

* cleanup

* cleanup

* wip

* handle eliminated relus

* cleanup: remove symbolic bound tightener

* oops

* additional cleanup

* oops

* first unit test

* unit tests for NLR

Co-authored-by: Guy Katz <guykatz@cs.huji.ac.il>
@guykatzz guykatzz merged commit ed4244c into guykatzz:master Apr 27, 2020
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