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Benchmarks #20

@shinich1

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@shinich1

We need to do quantitative benchmarks to:

  1. confirm the asymptotic scaling of the implementation to avoid negative surprise
  2. compare with N^3 implementation (see Feature: $O(N^3)$ Pauli flow-finding algorithm qat-inria/graphix#19 for draft of new algorithm) and potentially think about its rust implementation

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