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andrewcropper authored May 23, 2024
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Expand Up @@ -139,16 +139,16 @@ To enable PI, add the setting `enable_pi.` to the bias file. However, predicate
#### Solvers
Popper uses various MaxSAT solvers. By default, Popper uses the [RC2](https://alexeyignatiev.github.io/assets/pdf/imms-jsat19-preprint.pdf) exact solver provided by PySAT. Popper also supports these solvers:

- UWrMaxSat (exact)
- [UWrMaxSat](https://github.com/marekpiotrow/UWrMaxSat) (exact)
- WMaxCDCL (exact)
- NuWLS (anytime)
- [NuWLS](https://ojs.aaai.org/index.php/AAAI/article/view/25505) (anytime)

You can download and compile these solvers from the [MaxSAT 2023 evaluation](https://maxsat-evaluations.github.io/2023/descriptions.html) website.
**We strongly recommend using the anytime NuWLS** solver as it greatly improves the performance of Popper. To use them, ensure that the solver is available on your path. See the [install solvers](solvers.md) file for help.

#### Performance tips
- Transform your BK to Datalog, which allows Popper to perform preprocessing on the BK
- Use one of the MaxSAT solvers, above, especially the NuWLS anytime solver.
- Try the NuWLS anytime solver.
- Use 6 variables or fewer
- Avoid recursion and predicate invention

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