Petascale Deep Learning on a Single Chip

Petascale Deep Learning on a Single Chip

Stanford Online via YouTube Direct link

Intro

1 of 21

1 of 21

Intro

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Petascale Deep Learning on a Single Chip

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  1. 1 Intro
  2. 2 Deep Learning
  3. 3 A Specialized Chip
  4. 4 Ambitious Target
  5. 5 Moores Law
  6. 6 How
  7. 7 Obstacles
  8. 8 Criteria
  9. 9 Problem
  10. 10 Architecture
  11. 11 Highlevel overview
  12. 12 Circuit level improvements
  13. 13 New memory technology
  14. 14 Wireless link
  15. 15 Thermals
  16. 16 Thermal multiplexing
  17. 17 External memory
  18. 18 TPU v1
  19. 19 TPU v2
  20. 20 Analog approaches
  21. 21 Computational graph

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