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The End of Moore’s Law

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  • The performance increase brought by integrating more transistors has come to a plateau in 2025.

Future: heterogeneous architecture & computing

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three paradigm in heterogeneous computing:
  • hardware-driven algorithm design: design algorithm to make the best of the hardware
  • algorithm-driven hardware design: design hardware for specific workload
  • algorithm-hardware co-design
 
Reading Note: TritonDeep Learning Performance Background
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