Last time, I did but they weren't really thick so I felt confident that they would wash ok. The ones we are using this time are thicker and I'm afraid they won't come out as well. I plan to air them out for a while but that's all I'm going to do this time.
Re: bumper question
I washed DD's a few times, before setting it up and since she's been born, and it's fine.