fix device mismatch

[GdoongMathew]

What does this PR do?

Fixes #<issue_number>

Bring fix from Lightning-AI/pytorch-lightning#21164 to the Metric base class. The default device property should align with the device context from torch.

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• Did you make sure to update the docs?
• Did you write any new necessary tests?

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📚 Documentation preview 📚: https://torchmetrics--3316.org.readthedocs.build/en/3316/

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 37%. Comparing base (fcc03c8) to head (ea248ed).
⚠️ Report is 1 commits behind head on master.

Additional details and impacted files

@@           Coverage Diff           @@
##           master   #3316    +/-   ##
=======================================
- Coverage      37%     37%    -1%     
=======================================
  Files         364     349    -15     
  Lines       20098   19904   -194     
=======================================
- Hits         7520    7327   -193     
+ Misses      12578   12577     -1     

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