~/talk

Cloud? No Thanks! I’m Gonna Run GenAI on My AI PC

Talkat PyData Eindhoven 2024 · on Thursday, 2024-07-11· [machine-learning, web-performance]
links:none on file
links:none on file
slides:none on file

Claims a single AI PC runs GenAI in seconds by combining CPU GPU and NPU and using the OpenVINO Toolkit to optimize models and reduce dependencies. Demos are open source: a quantized LLaMA-style model shrinks from ~25 GB to ~5 GB and runs locally, an object detector hits ~700 FPS on CPU ~1,800+ FPS on integrated GPU and ~1,200 FPS on NPU while power drops from ~40W to ~27W to ~19W, and live demos work.

AI-written summary · about

  1. 0:00Intro
  2. 1:10Conventional vs GenAI
  3. 3:00What is an AI PC
  4. 4:20AI use cases
  5. 5:10Software stack
  6. 8:40OpenVin
  7. 14:45Demo
  8. 20:15Performance Comparison
  9. 23:45Conclusion
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.