Presentation
Invited: Achieving PetaOps/W Edge-AI Processing
DescriptionWith the rise of DL, our world braces for AI in every edge device, creating an urgent need for edge-AI SoCs. These SoCs need to support high throughput and energy-efficient processing, with a short time to market and at least 100 times more energy-efficient while offering sufficient flexibility and scalability. Since the design space is huge, advanced tooling and a holistic approach with innovations at all levels of the design hierarchy is needed. Starting with an overview of SoA DL processing support and our methodology, this presentation covers several design choices impacting the energy efficiency and flexibility of DL hardware.
Event Type
Special Session (Research)
TimeWednesday, June 263:30pm - 4:10pm PDT
Location3006, 3rd Floor
Design