feat: rewriting param to a Constant if it's a introduced input

[bowang007]

Signed-off-by: Bo Wang [email protected]

Description

In some cases, some parameters are graphs' input. We can rewrite them into constants to make sure it works.

Fixes #1190

Type of change

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)

Checklist:

• [ ] My code follows the style guidelines of this project (You can use the linters)
• [ ] I have performed a self-review of my own code
• [ ] I have commented my code, particularly in hard-to-understand areas and hacks
• [ ] I have made corresponding changes to the documentation
• [ ] I have added tests to verify my fix or my feature
• [ ] New and existing unit tests pass locally with my changes
• [ ] I have added the relevant labels to my PR in so that relevant reviewers are notified

[narendasan]

@bowang007 seems like linting is failing, can you set up the pre-commit system?

[bowang007]

This PR should be good to merge. @narendasan @peri044