add script to run canonical benchmarks #431
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Looks like this PR subsumes your other PR #436 |
guykatzz
approved these changes
Feb 27, 2021
maraboupy/MarabouCore.cpp
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| @@ -317,6 +341,7 @@ InputQuery loadQuery(std::string filename){ | |||
| // Describes which classes and functions are exposed to API | |||
| PYBIND11_MODULE(MarabouCore, m) { | |||
| m.doc() = "Maraboupy bindings to the C++ Marabou via pybind11"; | |||
| m.def("loadProperty", &loadProperty, "Create input query from property file"); | |||
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It's not really creating an IPQ, right? Just adding the property on top of an existing IPQ?
maraboupy/runMarabou.py
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| print("The network must be in .pb, .nnet, or .onnx format!") | ||
| return None, None | ||
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| if args.prop != None: |
maraboupy/runMarabou.py
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| encode_cifar10_linf(network, args.index, args.epsilon, args.target_label) | ||
| return network.getMarabouQuery(), network | ||
| else: | ||
| print("No property encoded! The dataset must be taxi or mnist or cifar10.") |
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I didnt understand the comment. Can you have both a dataset and a property? I guess not
omriisack
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to omriisack/Marabou
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Feb 6, 2022
* add new file * clean up run file * move to resource * minor
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Add a python script to run canonical benchmarks.
It's intended to behave the same as the Marabou executable, but in addition supports
e.g.,
./maraboupy/runMarabou.py resources/nnet/acasxu/ACASXU_experimental_v2a_2_9.nnet resources/properties/acas_property_2.txt --snc --verbosity=0./maraboupy/runMarabou.py resources/nnet/mnist/mnist10x10.nnet --index 2 --target-label 8 --epsilon 0.005 --dataset=mnist