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feat: add mean squared log error #158

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feat: add mean squared log error #158

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@theissenhelen theissenhelen commented Feb 27, 2025

Description

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update

Issue Number

closes #157

Code Compatibility

  • I have performed a self-review of my code

Code Performance and Testing

  • I have added tests that prove my fix is effective or that my feature works
  • I ran the complete Pytest test suite locally, and they pass
  • I have tested the changes on a single GPU
  • I have tested the changes on multiple GPUs / multi-node setups
  • I have run the Benchmark Profiler against the old version of the code
  • If the new feature introduces modifications at the config level, I have made sure to update Pydantic Schemas and default configs accordingly

Dependencies

  • I have ensured that the code is still pip-installable after the changes and runs
  • I have tested that new dependencies themselves are pip-installable.
  • I have not introduced new dependencies in the inference portion of the pipeline

Documentation

  • My code follows the style guidelines of this project
  • I have updated the documentation and docstrings to reflect the changes
  • I have added comments to my code, particularly in hard-to-understand areas

Additional Notes


📚 Documentation preview 📚: https://anemoi-training--158.org.readthedocs.build/en/158/


📚 Documentation preview 📚: https://anemoi-graphs--158.org.readthedocs.build/en/158/


📚 Documentation preview 📚: https://anemoi-models--158.org.readthedocs.build/en/158/

@theissenhelen theissenhelen added enhancement New feature or request training labels Feb 27, 2025
@theissenhelen theissenhelen self-assigned this Feb 27, 2025
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enhancement New feature or request training
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feat: add mean squared log error
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