Cherry-pick `add JitTransform (#11131)` into `r2.1.0`
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

* add JitTransform



* fixes



* add JiT CB test



* remove stale imports



* typo



* cleanup



* add jit callback test



* Apply isort and black reformatting



* fix param passing



* use sgd in test_nemo_jit_cb



* fix



* fix



* add thunder call



* Apply isort and black reformatting



* Use .compile method to avoid changing module structure



* Apply isort and black reformatting



* Apply isort and black reformatting



* Use JitConfig



* thunder setting



* avoid reentry



* remove optional



* rewrite



* refactor & module_selector



* fix



* Apply isort and black reformatting



---------

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<!-- pylint-output-strict-mode-false -->

beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.

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Your code was analyzed with PyLint. The following annotations have been identified:

```

------------------------------------
Your code has been rated at 10.00/10
```

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Thank you for improving NeMo's documentation!

<!-- pylint-output-strict-mode-true -->

beep boop 🤖: 🚨 The following files must be fixed before merge!

---

Your code was analyzed with PyLint. The following annotations have been identified:

```
************* Module nemo.lightning.pytorch.callbacks.jit_transform
nemo/lightning/pytorch/callbacks/jit_transform.py:24:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/callbacks/jit_transform.py:33:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/callbacks/jit_transform.py:39:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/callbacks/jit_transform.py:67:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/lightning/pytorch/callbacks/jit_transform.py:90:0: C0115: Missing class docstring (missing-class-docstring)
nemo/lightning/pytorch/callbacks/jit_transform.py:115:4: C0116: Missing function or method docstring (missing-function-docstring)

-----------------------------------
Your code has been rated at 9.17/10
```

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Thank you for improving NeMo's documentation!

Not needed in release branch.