[FEA]: Add a performance comparison notebook

[harrism]

Is this a new feature, an improvement, or a change to existing functionality?

New Feature

How would you describe the priority of this feature request

Medium

Please provide a clear description of problem you would like to solve.

cuDF has added a great performance comparison notebook as part of their user guide: https://github.com/rapidsai/cudf/blob/branch-23.04/docs/cudf/source/user_guide/performance_comparisons.ipynb

cuSpatial should do the same, comparing to GeoPandas and other libraries where it makes sense.

This will give users a place to look for performance expectations, and also allow us to compare across cuSpatial branches. We should automate running the benchmarks, and the notebook should document the GPU and CPU used.

Describe any alternatives you have considered

No response

Additional context

No response