~/talk

The democratization of tomorrow’s technology

Talkat Amazon re:MARS 2022 · 2022-06-21..06-24· [machine-learning]
links:none on file
links:none on file
links:none on file
slides:none on file

Intel pitches Gaudi DL1 and Gaudi2 as purpose-built training accelerators claiming up to 40–77% better price/performance versus GPUs and nearly 2x throughput versus A100, with integrated 100GbE for scale-out. Concrete deployments include Mobileye (production AV model training), Leidos (frontal chest X‑ray work showing ~60% cost savings), the San Diego Supercomputing Center’s Voyager cluster for researchers, and manufacturing cases that move from 5,000 to five million weld checks a day and cut defects ~90%. Robotics workflows add edge GPUs, cloud orchestration and human-in-the-loop exception handling; Amazon reports ~500k robots deployed.

AI-written summary · about

  1. 0:00Start
  2. 0:26Democratization of technologies - From cloud to edge
  3. 11:28SDSC's Voyager
  4. 13:16Democratizing Al with ease of use, tools, support
  5. 14:44Gaudi training efficiency + developer productivity
  6. 18:03Reducing resource cost through ease of use
  7. 19:20Easing the transition from existing GPU models
  8. 20:27Al accessible across industries and applications
  9. 22:03Educating underserved students
  10. 24:37Trends accelerating automation & robotics
  11. 29:46Technology drivers
~/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.