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Mastering the Three Pillars of AI Acceleration: Algorithms, Hardware, and Software
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- 1 Introduction
- 2 The evolution of AI workloads
- 3 Use cases
- 4 Cooptimization
- 5 References
- 6 Approximating
- 7 Precision
- 8 Training with FP8
- 9 Hardware accelerators
- 10 Dataflow architectures
- 11 Rapid AI chip
- 12 Key features
- 13 Compilers
- 14 Dataflow graphs
- 15 Software stacks
- 16 Design space
- 17 Summary
- 18 Sponsors
