Weekly patch release v1.6.5 (#13481)

* update NGC docker (#13136)

* update docker
* Apply suggestions from code review

Co-authored-by: Akihiro Nitta <[email protected]>
Co-authored-by: Carlos Mocholí <[email protected]>

* Decouple pulling legacy checkpoints from existing GHA workflows and docker files (#13185)

* Add pull-legacy-checkpoints action
* Replace pulls with the new action and script
* Simplify

* Merge pull request #13250 from PyTorchLightning/ci/rm-base

CI: Remove simple test `ci_test-base.yml`

* Update rich requirement from !=10.15.*,<=12.0.0,>=10.2.2 to >=10.2.2,!=10.15.0.a,<13.0.0 in /requirements (#13047)

* Update rich requirement in /requirements

Updates the requirements on [rich](https://github.com/willmcgugan/rich) to permit the latest version.
- [Release notes](https://github.com/willmcgugan/rich/releases)
- [Changelog](https://github.com/Textualize/rich/blob/master/CHANGELOG.md)
- [Commits](https://github.com/willmcgugan/rich/compare/v10.2.2...v12.4.1)

---
updated-dependencies:
- dependency-name: rich
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>

* Fix torch.distributed._sharded_tensor DeprecationWarning (#13261)

* update tutorials (#13268)

* [BUG] `estimated_stepping_batches` requires distributed comms in `configure_optimizers` for `DeepSpeedStrategy` (#13350)

* Update torchmetrics requirement from <=0.7.2,>=0.4.1 to >=0.4.1,<0.9.2 in /requirements (#13275)

Update torchmetrics requirement in /requirements

Updates the requirements on [torchmetrics](https://github.com/PyTorchLightning/metrics) to permit the latest version.
- [Release notes](https://github.com/PyTorchLightning/metrics/releases)
- [Changelog](https://github.com/PyTorchLightning/metrics/blob/master/CHANGELOG.md)
- [Commits](https://github.com/PyTorchLightning/metrics/compare/v0.4.1...v0.9.1)

---
updated-dependencies:
- dependency-name: torchmetrics
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Fix mypy errors for model summary utilities (#13384)

* rename org Lightning AI

* Modified python version check to accommodate for legacy version styles (#13420)

Co-authored-by: Carlos Mocholí <[email protected]>

(cherry picked from commit b332b6632821e3f8fd451bbdf158bc9389eea51a)

* Call `set_epoch` for distributed batch samplers (#13396)

Co-authored-by: Jirka <[email protected]>
Co-authored-by: Rohit Gupta <[email protected]>

(cherry picked from commit 2dd332f9c795aa5e590dce4d83e76d791a7b43df)

* _RICH_AVAILABLE

* _FAIRSCALE_AVAILABLE

* _BAGUA_AVAILABLE

* redefine

* chlog spaces

* CI: Fix `fatal: unsafe repository` (#13515)

* update release date

* CI: azure rename

* Restore log step during restart (#13467)

Co-authored-by: Carlos Mocholí <[email protected]>

* remove redundant test

* Update CI setup (#13291)

* drop mamba
* use legacy GPU machines

* fix schema check

Co-authored-by: Jirka Borovec <[email protected]>
Co-authored-by: Akihiro Nitta <[email protected]>
Co-authored-by: Carlos Mocholí <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Adam J. Stewart <[email protected]>
Co-authored-by: Sean Naren <[email protected]>
Co-authored-by: Adrian Wälchli <[email protected]>
Co-authored-by: Jirka <[email protected]>
Co-authored-by: Martino Sorbaro <[email protected]>