It's not normal. A well built wheel can take much more abuse and still stay true. Are those the wheels that came with a bike? Usually, those are machine-built and should be checked by the shop before it leaves. If you got the wheels built for you, go back to the builder and complain... then never get wheels built by the same builder again.