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Add statistics to benchmark HTML

Jason Leasure requested to merge jleasure-add-statistics into main

What does this MR do?

  1. add std deviation to each metric
  2. add fidelity to "duration" / round trip
  3. report round trip statistics
  4. remove "error" row, which wasn't being used

What are the relevant issue numbers?

Add statistics to benchmarking results HTML (gitlab-org/gitlab#486414 - closed) • Jason Leasure • 17.5

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