Should i use Acetone on the walls before painting?
You can use a primer.

A latex primer will help the latex paint adhere to the wall. The latex paint may not be sticking if there is too much soap left over on the wall. A primer will stick a lot easier and the latex paint will stick to that without issue.

Since it only takes an hour (though you should probably wait longer than the minimum time), you might also try making sure there is no soap left over on the wall. If it's still failing, I'd go with a latex primer.

To directly answer the question: No; you should not use acetone.