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