The PyTorch Conference offers various registration rates for attendees, including Super Early Bird, Early Bird, Standard, and Late options, with specific deadlines. Academic discounts are available for full-time students and faculty, while group and small business discounts can also be requested. The article outlines the registration process, refund policy, and additional information for speakers, sponsors, and media attendees.