Add a benchmark to verify performance 2

[masesdevelopers]

Description

This PR fixes the benchmark test program and adds some docs files which:

• describe test approach;
• shows some results from benchmark execution.

Related Issue

#53

Motivation and Context

Complete the PR #55

How Has This Been Tested?

Executed in test bench environment

Screenshots (if appropriate):

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

• My code follows the code style of this project.
• My change requires a change to the documentation.
• I have updated the documentation accordingly.
• I have read the CONTRIBUTING document.
• I have added tests to cover my changes.
• All new and existing tests passed.