YES. All courses that you will take at Canberra will count towards the ANU graduation requirements. Hence, failing course(s) will affect your ANU degree. Should you contact and communicate with the ANU CAP Student Centre (cap.student@anu.edu.au) regarding ANU courses and ANU graduation requirements.
If you have inquiries about RU graduation requirements, contact GLA AAC through the General Inquiry Form or make an appointment with GLA Academic Advisors from the Advising Appointment Request Form.
*Remind that each university is only responsible for answering on their university.