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Enabling AI ASICs for ZKP

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@JianmingTONG JianmingTONG released this 27 Apr 04:07
· 5 commits to main since this release

MORPH: Enable AI Accelerator for Zero Knowledge Proof

What is MORPH?

MORPH is the first project to enable AI Accelerator, such as Google TPUs, to accelerate Zero Knowledge Proof Primitives (Multi-scalar Multiplication and Number Theory Transformation) and achieves the State-of-the-art (SotA) throughput and energy efficiency (performance per watt). Together with CROSS, they enable AI ASICs to be SotA throughput machine for cryptography primitive with wide-range precision.

It features

  • MXU Lazy Modular Reduction: bringing quadratic high-precision modular reduction down to linear operation.
  • dataflow optimization for MSM and NTT. Details in the paper.