Fixed boundary boundary checking

[Demirrr]

Hello all,

I was wondering whether increasing this fixed 100 iterations in here would improve the results even further?

[IssamLaradji]

In our experiments, we found that part of the optimization converges very quickly, often in about 5 iterations, so 100 iterations seemed more than enough.

Of course, that's dataset and problem specific and it might be worth having it as a hyperparameter.

[Demirrr]

Cheers!