Add ReduceProd ONNX Import

[Dirleye]

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

#1894, #1714

Changes

Adds support for ONNX ReduceProd burn-import in an attempt to understand the structure better.

Testing

cargo test -p burn-import
cargo test -p onnx-tests

[Dirleye]

Hi there, hopefully this is all correct. Most seems to be very similar to the other reduce ops anyway.

onnx-tests is currently failing with 900.0001 != 900, probably just due to floating point multiplication shenanigans. Does anyone have some advice as to how to go about this problem?

[antimora]

Hi there, hopefully this is all correct. Most seems to be very similar to the other reduce ops anyway.

onnx-tests is currently failing with 900.0001 != 900, probably just due to floating point multiplication shenanigans. Does anyone have some advice as to how to go about this problem?

You can change precision in assertion.

Currently, however, it's failing to due missing comma in generated code:

[Dirleye]

Should be better now.
run-checks all is failing at tests::jit::remainder::tests::should_be_zero but it's failing on main as well for me so it looks to be unrelated to this PR?

[codecov]

Codecov Report

Attention: Patch coverage is 92.19858% with 11 lines in your changes missing coverage. Please review.

Project coverage is 85.05%. Comparing base (3a9367d) to head (b169bfe).
Report is 6 commits behind head on main.

❗ Current head b169bfe differs from pull request most recent head e755942

Please upload reports for the commit e755942 to get more accurate results.

Files	Patch %	Lines
crates/burn-import/src/onnx/op_configuration.rs	84.84%	5 Missing ⚠️
crates/burn-import/src/onnx/dim_inference.rs	80.95%	4 Missing ⚠️
crates/burn-import/src/burn/node/unary.rs	96.61%	2 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1955      +/-   ##
==========================================
+ Coverage   85.04%   85.05%   +0.01%     
==========================================
  Files         793      793              
  Lines       94583    94724     +141     
==========================================
+ Hits        80442    80572     +130     
- Misses      14141    14152      +11     

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[laggui]

LGTM! I was just reviewing the PR and your last commit addressed the comments I had.

Thank you 🙏