If I'm registered as a Democrat in California do I have to "unregister" in order to vote for a Republican in the open primary?

I know that California has open primaries and you are allowed to vote in either primary (dem or rep) if you are not registered with a party, but if you are registered with a party are you allowed to vote in the other's primary? (Obviously you couldn't vote in both)