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DTSTAMP:20240626T180033Z
LOCATION:3006\, 3rd Floor
DTSTART;TZID=America/Los_Angeles:20240626T160000
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UID:dac_DAC 2024_sess179_SPSSN101@linklings.com
SUMMARY:Invited: Achieving PetaOps/W Edge-AI Processing
DESCRIPTION:Special Session (Research)\n\nHenk Corporaal (Eindhoven Univer
 sity of Technology)\n\nWith the rise of DL, our world braces for AI in eve
 ry edge device, creating an urgent need for edge-AI SoCs. These SoCs need 
 to support high throughput and energy-efficient processing, with a short t
 ime to market and at least 100 times more energy-efficient while offering 
 sufficient flexibility and scalability. Since the design space is huge, ad
 vanced tooling and a holistic approach with innovations at all levels of t
 he design hierarchy is needed. Starting with an overview of SoA DL process
 ing support and our methodology, this presentation covers several design c
 hoices impacting the energy efficiency and flexibility of DL hardware.\n\n
 Topic: Design\n\nSession Chair: Elena Ioana Vatajelu (TIMA Laboratory)
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