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benchmark mitiq performance on benchmarking circuits #2828

@natestemen

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@natestemen

Benchmark mitiq performance by using the Calibrator to specify a single QEM config, and run on ~5 benchmark circuits to compute the average improvement factor.

Can use https://mitiq.readthedocs.io/en/stable/examples/calibration-tutorial.html as a starting point, and modify the the Settings object.

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