ONNX Tile operation

[mepatrick73]

Pull Request Template

Checklist

• Confirmed that run-checks all script has been executed.
• Made sure the book is up to date with changes in this PR.

Related Issues/PRs

#1714

Changes

Implementing the ONNX Tile operator as well as the corresponding node in the burn graph

Testing

Unit test to make sure Codegen works as intended aswell as the respective end to end test as described in the onnx-tests README.md

[antimora]

Extra line in the beginning/.

[codecov]

Codecov Report

Attention: Patch coverage is 98.03922% with 2 lines in your changes missing coverage. Please review.

Project coverage is 86.29%. Comparing base (e394853) to head (9f6cb4f).
Report is 1 commits behind head on main.

Files	Patch %	Lines
crates/burn-import/src/burn/node/tile.rs	98.36%	1 Missing ⚠️
crates/burn-import/src/onnx/op_configuration.rs	93.75%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #2092      +/-   ##
==========================================
+ Coverage   86.27%   86.29%   +0.01%     
==========================================
  Files         693      694       +1     
  Lines       88888    88990     +102     
==========================================
+ Hits        76691    76791     +100     
- Misses      12197    12199       +2     

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[antimora]

LGTM!

Thank you for enhancing ONNX ops.