Please follow these guidelines when making a Pull Request. This template was adapted from here and here.

Description

Describe your changes in detail.

Motivation and Context

Why is this change required? What problem does it solve? If it fixes an open issue, please link to the issue here.

What kind of change does this PR introduce? (Bug fix, feature, documentation update...)

What is the current behavior? What is the new behavior?

Other relevant information to this pull request.

All pull requests are required to update the CHANGELOG file with the PR. Your update can take different forms including:

creating a new entry describing your change, including a reference to this pull request number
adding a reference to your pull request number to an exist entry if that entry can include your changes