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btor2-algo-select's Introduction

Algorithm Selection for Btor2 Circuit

This repository contains initial experiments on algorithm selection for Btor2 circuit verification.

You can firstly scan through the ipython notebook to get an overview of it.

Steps:

  1. install python3 and related packages
  2. init submodules.
    1. The btor2 benchmark is over 1G, be patient.
    2. Further build btor2c as in its README
  3. follow the steps in the notebook
    1. You may need to change the proxy settings in the notebook

btor2-algo-select's People

Contributors

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Watchers

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btor2-algo-select's Issues

TODO

将格式化后的数据转换成可以用于训练的数据

  • btor2源文件 先利用btor2C 翻译至C源文件

  • lazyMod - EagerMod 的区别是什么?

  • 利用C algorithm selection工作中特征提取,得到(features, score)。需要看它的score是怎么算的【 看懂它的工作流程,https://github.com/cedricrupb/pySVRanker

  • 利用C algorithm selection工作中模型,对(features, score)做训练

  • 评估效果

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