Release 2.2.0 (#77)

# Release 2.2.0

Source: dev branch
Target: main branch

## What's Changed
This release was created from the dev branch and includes all merged
features and fixes since the last release.

## Pre-merge Checklist
- [ ] All CI/CD checks pass
- [ ] Release notes reviewed
- [ ] Documentation updated
- [ ] Breaking changes documented (if any)

## Validation
- ✓ Gap 1: No conflicting release PRs exist
- ✓ Gap 3: Version collision check passed
- ✓ Branch created in both AzDO and GitHub

## GitHub Actions Status
Monitor workflow status: https://github.com/microsoft/edge-ai/actions

Author: WilliamBerryiii