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Same thing is happening to me. I can login to Fitbit.com just fine using my login credentials. Using the same credentials on the iOS yields an "Oops, something went wrong. Please try again" error.
I would try logging in again later as there are some odd things happening with FitBit at the moment, I think they are having issues with some services.