Perfguard

An implementation of Perfguard.

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Data description

We leverage the plan generation method from Lero repo to generate plans as trainging data set and testing data set. Moreover, the feature generation method of Lero are used to extract features from plans.

How to run

1. Configure python runtime environment

pip install -r requirement.txt

2. Modify necessary configuration about training and testing in ImportConfig.py.
3. Train and test

# 1. train
python train.py
# 2. test
python test.py