Unless your batt is poly or cotton w/scrim I would not wash. Spritz with water and toss in the dryer for a few and you should be fine. I have a roll of W&N that I don't bother with this step - just smooth and go but it's only one crease in the center. I also clamp my layers after smoothing so no wrinkles when I pin/thread baste.