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Interval splitting #370
Merged
wu-haoze
merged 17 commits into
NeuralNetworkVerification:master
from
wu-haoze:interval-split
Sep 17, 2020
Merged
Interval splitting #370
wu-haoze
merged 17 commits into
NeuralNetworkVerification:master
from
wu-haoze:interval-split
Sep 17, 2020
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guykatzz
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Sep 11, 2020
guykatzz
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Sep 16, 2020
guykatzz
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Sep 17, 2020
matanost
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Nov 2, 2021
* interval splitting * interval splitting * 1 every 4 * add splitting strategy to option * handle auto * clean up * small fix * clean up * clean up * add test for largest interval * comment * remove unused field variable * remove temporary * updated doc * remove setDivideStrategy() * make engine the owner
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Add an input splitting strategy to the internal engine, where input splitting is used every K (GlobalConfiguration::INTERVAL_SPLITTING_FREQUENCY) split. The optimal value of K found so far on the ACAS benchmarks is 5.
Test on 180 ACAS properties, with lp preprocessing, 1hr timeout.