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SUMMARY:CASCADE Poster Social (+ Compiler Tech Talk) - Sean Silva\, Enchar
 ge AI
DTSTART:20250311T150000Z
DTEND:20250311T180000Z
UID:TALK228928@talks.cam.ac.uk
CONTACT:Tobias Grosser
DESCRIPTION:*"CASCADE":https://www.cl.cam.ac.uk/research/cascade/people/ P
 oster Social*\n\n\nPlease join us for a look at some of the cutting-edge r
 esearch in computer architecture coming out of the Department of Computer 
 Science and Technology with a poster session and light refreshments. We'll
  have posters from students and postdocs working in the broad area of comp
 uter architecture\, where you can browse at your leisure\, speak directly 
 to the authors and network with other computer architects whilst enjoying 
 an early evening drink and light snacks in the William Gates Building.\n\n
 **Schedule**\n\n15:00 - 16:00 | Compiler Tech Talks   \n\n16:00 - 18:00 | 
 Cascade Poster Social\n\n**Registration**\nhttps://www.eventbrite.co.uk/e/
 cascade-poster-session-and-social-event-tickets-1249170325069\n\nBefore th
 e Cascade Poster Social\, we are hosting a Compiler Tech Talk with Sean Si
 lva.\n\n**A High-Velocity Architecture for MLIR AI Compilers**\n\n\nIn thi
 s talk we present an MLIR-based compiler architecture that delivers predic
 table performance for AI workloads. We derive its design from intuitive me
 ntal models\, and along the way subsume seemingly competing goals of perfo
 rmance\, portability\, and generality into one concept: velocity (of devel
 oping the compiler). Hence we call this a high-velocity compiler architect
 ure. We present this compiler architecture in detail\, compare it with the
  most widespread competing architectural ideas\, and connect it with prior
  art.\n \n**Sean Silva**\n\n... is a Principal Engineer at Encharge AI\, w
 here among other responsibilities he leads the architecture and implementa
 tion of the compiler. He previously worked on state-of-the-art AI software
  and hardware for 7 years at Google and Waymo\, including IREE\, XLA\, Goo
 gle Edge TPU\, and Pixel Visual Core. His humble start in the LLVM communi
 ty was refactoring TableGen in 2012 which has grown into a decade-long adv
 enture through LLVM\, Clang\, LLD\, and MLIR.\n\nhttps://www.linkedin.com/
 in/sean-silva-144b611b5/\n\nSlides: https://gist.github.com/ssilva-encharg
 e/022659297610a763792c45d56dad49e3\n
LOCATION:Computer Laboratory\, William Gates Building\, LT2
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