Feat/trackio

[GdoongMathew]

What does this PR do?

Fixes #21466

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---

📚 Documentation preview 📚: https://pytorch-lightning--21521.org.readthedocs.build/en/21521/

[codecov]

Codecov Report

❌ Patch coverage is 98.03922% with 1 line in your changes missing coverage. Please review.
✅ Project coverage is 79%. Comparing base (7d2de87) to head (d59e1a6).
✅ All tests successful. No failed tests found.

❗ There is a different number of reports uploaded between BASE (7d2de87) and HEAD (d59e1a6). Click for more details.

HEAD has 425 uploads less than BASE

Flag	BASE (7d2de87)	HEAD (d59e1a6)
cpu	131	33
python	12	3
lightning_fabric	35	0
pytest	65	0
python3.10	12	3
lightning	60	15
python3.13	11	3
python3.12	36	9
python3.11	24	6
python3.12.7	36	9
pytorch2.1	12	6
pytest-full	66	33
pytorch2.3	6	3
pytorch2.5.1	6	3
pytorch2.2.2	6	3
pytorch2.8	12	6
pytorch_lightning	36	18
pytorch2.9	6	3
pytorch2.7	6	3
pytorch2.6	6	3
pytorch2.4.1	6	3

Additional details and impacted files

@@            Coverage Diff            @@
##           master   #21521     +/-   ##
=========================================
- Coverage      87%      79%     -8%     
=========================================
  Files         270      268      -2     
  Lines       24071    24067      -4     
=========================================
- Hits        20867    19011   -1856     
- Misses       3204     5056   +1852