Bump up PyTorch Lightning version to v1.9.*

[samet-akcay]

What does this PR do?

• Bump up PyTorch Lightning version to 1.9.0

Why is this change needed?

• anomalib currently support PL 1.6.* and CLI has new functionalities after v1.7.0. In addition, there are some security related issues, which v1.9.* addresses.

Changes

• Bug fix (non-breaking change which fixes an issue)
• Refactor (non-breaking change which refactors the code base)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Checklist

• My code follows the pre-commit style and check guidelines of this project.
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing tests pass locally with my changes
• I have added a summary of my changes to the CHANGELOG (not for minor changes, docs and tests).

[ashwinvaidya17]

Looks good to me. Just one question.

[ashwinvaidya17]

Do these new parameters also work with 1.6.x or are they only for versions greater than 1.7.0

[samet-akcay]

Great question, haven't checked 🙃

[samet-akcay]

Do these new parameters also work with 1.6.x or are they only for versions greater than 1.7.0

@ashwinvaidya17, the only parameter that PyTorch Lightning v1.6.* does not support was inference_mode. Since we do not use it anywhere in the code base yet, I've removed it from the configs and confirmed that the changes are backward-compatible.

[ashwinvaidya17]

Thanks

[codecov]

Codecov Report

Base: 86.88% // Head: 86.77% // Decreases project coverage by -0.12% ⚠️

Coverage data is based on head (b1f52b6) compared to base (476655a).
Patch coverage: 88.67% of modified lines in pull request are covered.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #870      +/-   ##
==========================================
- Coverage   86.88%   86.77%   -0.12%     
==========================================
  Files         165      165              
  Lines        6331     6319      -12     
==========================================
- Hits         5501     5483      -18     
- Misses        830      836       +6     

Impacted Files	Coverage Δ
anomalib/data/btech.py	84.21% <ø> (-0.54%)	⬇️
anomalib/models/ganomaly/lightning_model.py	100.00% <ø> (ø)
anomalib/utils/callbacks/export.py	100.00% <ø> (ø)
anomalib/utils/callbacks/graph.py	40.00% <ø> (-7.06%)	⬇️
anomalib/utils/callbacks/metrics_configuration.py	100.00% <ø> (ø)
anomalib/utils/callbacks/min_max_normalization.py	91.11% <ø> (-0.38%)	⬇️
anomalib/utils/callbacks/model_loader.py	100.00% <ø> (ø)
...b/utils/callbacks/post_processing_configuration.py	100.00% <ø> (ø)
anomalib/utils/callbacks/tiler_configuration.py	50.00% <ø> (-4.55%)	⬇️
anomalib/utils/callbacks/timer.py	100.00% <ø> (ø)
... and 21 more

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