Set full_state_update attribute in custom metrics

[djdameln]

Description

• Adds full_state_update attribute to custom metrics. The value assigned to the attribute for each metric was determined using the torchmetrics.utils.check_forward_full_state_property function.

• The torchmetrics version had to be restricted to 0.9.1 to prevent the warning from showing up due to an internal pytorch lightning class (see Disable (any) warning in lighting? Lightning-AI/pytorch-lightning#13328 and Fix v0.9 integration with PL Lightning-AI/torchmetrics#1058).

• Fixes full_state_update is not set in anomalib (Torchmetrics v0.9) #366

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

[samet-akcay]

thanks

[ashwinvaidya17]

Thanks!