From the FAQs

Graduate programs set and enforce deadlines. Please check with your intended graduate program. You can find contact information by searching for your program on the Graduate Bulletin.

International applicants must submit materials at least four months prior to the semester they plan to enroll; however, the application deadline for some graduate programs is much earlier than this. All applicants should consult their intended graduate programs for specific requirements.