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refactor norm-type/statistics mlm:input properties #39

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@fmigneault fmigneault commented Oct 30, 2024

Description

  • Adds the scaling field to replace the combination of norm_type, norm_clip, norm_by_channel and statistics field combinations under a common definition.
  • Adds better validation of expected sub-fields by each scaling type.

Related Issue

Type of Change

  • 📚 Examples, docs, tutorials or dependencies update;
  • 🔧 Bug fix (non-breaking change which fixes an issue);
  • 🥂 Improvement (non-breaking change which improves an existing feature);
  • 🚀 New feature (non-breaking change which adds functionality);
  • 💥 Breaking change (fix or feature that would cause existing functionality to change);
  • 🔐 Security fix.

Checklist

  • I've read the CONTRIBUTING.md guide;
  • I've updated the code style using make check;
  • I've written tests for all new methods and classes that I created;
  • I've written the docstring in Google format for all the methods and classes that I used.

@fmigneault fmigneault self-assigned this Oct 30, 2024
@fmigneault fmigneault changed the title [wip] add check for matching norm-type/statistics mlm:input properties refactor norm-type/statistics mlm:input properties Nov 1, 2024
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Add explicit dependency checks for normalization details
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