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Add support for different branching heuristics #221
Merged
wu-haoze
merged 24 commits into
NeuralNetworkVerification:master
from
wu-haoze:relusplit-pr
Mar 2, 2020
Merged
Add support for different branching heuristics #221
wu-haoze
merged 24 commits into
NeuralNetworkVerification:master
from
wu-haoze:relusplit-pr
Mar 2, 2020
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guykatzz
reviewed
Feb 26, 2020
guykatzz
reviewed
Feb 26, 2020
guykatzz
reviewed
Feb 26, 2020
@anwu1219 there are conflict with the current master |
Fixed now. |
LGTM |
AleksandarZeljic
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Oct 9, 2020
…tion#221) * polarity based direction heuristic * Update ReluConstraint.cpp * add more documentation and mino fixes for polarity-based direction heuristic * add relu divider * Update PiecewiseLinearConstraint.h * add unit tests * some changes * remove ReluDivider for now * add branching heuristic * sanity check * refactoring for modular branching decision * relusplit-pr * aesthetics * clean up * changes in style, terminology, removed _score definition in children classes * add setScore method and invoke in acasParser * rename branching to splitting * minor * rename branching to splitting * remove extra line
matanost
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Nov 2, 2021
* polarity based direction heuristic * Update ReluConstraint.cpp * add more documentation and mino fixes for polarity-based direction heuristic * add relu divider * Update PiecewiseLinearConstraint.h * add unit tests * some changes * remove ReluDivider for now * add branching heuristic * sanity check * refactoring for modular branching decision * relusplit-pr * aesthetics * clean up * changes in style, terminology, removed _score definition in children classes * add setScore method and invoke in acasParser * rename branching to splitting * minor * rename branching to splitting * remove extra line
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This PR is needed both for DnC Relu Splitting (the CAV submission) and for experimenting with different branching heuristics within the SmtCore.
Future PR will include the polarity based branching heuristic, and relusplitting in the DnC module.