[FEA]: Random Number Generation

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?

Critical (currently preventing usage)

Please provide a clear description of problem this feature solves

I searched in the documentation for random number generation functions but have not found any so far.

As a reference, see Triton's API: https://triton-lang.org/main/python-api/triton.language.html#random-number-generation

Feature Description

One usage example is to create noise shaped with the size of the tiles. E.g for gumbel-max sampling.

Describe your ideal solution

The Triton API is a good starting point.

Describe any alternatives you have considered

No response

Additional context

No response

Contributing Guidelines

• I agree to follow cuTile Python's contributing guidelines
• I have searched the open feature requests and have found no duplicates for this feature request

No repository files, tests, or entry points are named in the issue. Start by reviewing the Triton random-number-generation API linked in the request and the cuTile Python public API to determine the supported interface and tile-shape semantics. Done means cuTile exposes random generation suitable for noise shaped to tile sizes, with documented behavior and tests.