Symbolic bound tightening in NLR #249
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guykatzz
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Symbolic bound tightening in NLR (NeuralNetworkVerification#249)
AleksandarZeljic
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Oct 9, 2020
* 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>
matanost
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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>
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Moved and enhanced the symbolic bound tightening capabilities from the SymbolicBoundTightener to the NetworkLevelReasoner.
This is PR #2 in this series, at least one more will follow.