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[PerfStar] Add repetitions to less stable tests. #11508

@AR-May

Description

@AR-May

We need to assess the stability of the current set of tests and reduce the variance in results between runs by enabling repeated test executions.

Action items:

  1. Analyze the variance in the performance test results.
  2. Add more repetitions of the calculations where necessary.
  3. Add the needed visualizations to the report.

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