CI/CD: Add CUDA version to docker image tags (#13831)

* append cuda version to tags

* revertme: push to hub

* Update docker readme

* Build base-conda-py3.9-torch1.12-cuda11.3.1

* Use new images in conda tests

* revertme: push to hub

* Revert "revertme: push to hub"

This reverts commit 0f7d534b2ae41e4bd227961a929c333c88e35f59.

* Revert "revertme: push to hub"

This reverts commit 46a05fccbb9b596aa98d5d68424917b5811c5b4f.

* Run conda if workflow edited

* Run gpu testing if workflow edited

* Use new tags in release/Dockerfile

* Build base-cuda and PL release images with all combinations

* Update release docker

* Update conda from py3.9-torch1.12 to py3.10-torch.1.12

* Fix ubuntu version

* Revert conda

* revertme: push to hub

* Don't build Python 3.10 for now...

* Fix pl release builder

* updating version contribute to the error? https://github.com/docker/buildx/issues/456

* Update actions' versions

* Update slack user to notify

* Don't use 11.6.0 to avoid bagua incompatibility

* Don't use 11.1, and use 11.1.1

* Update .github/workflows/ci-pytorch_test-conda.yml

Co-authored-by: Luca Medeiros <[email protected]>

* Update trigger

* Ignore artfacts from tutorials

* Trim docker images to distribute

* Add an image for tutorials

* Update conda image 3.8x1.10

* Try different conda variants

* No need to set cuda for conda jobs

* Update who to notify ipu failure

* Don't push

* update filenaem

Co-authored-by: Luca Medeiros <[email protected]>