Add bagua support for CUDA 11.6 images

[wangraying]

What does this PR do?

Fixes #14347 and #14346, remove special handings for bagua in #14348 and #14380

Does your PR introduce any breaking changes? If yes, please list them.

No

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Did you have fun?

Make sure you had fun coding 🙃

[rohitgr7]

@otaj can you look? I remember you made some updates before due to the ci failures.

[Borda]

@wangraying are you supporting the new PT 1.13?

[wangraying]

Thanks for your reminding, Borda. We will support PT 1.13. cc @woqidaideshi

[Borda]

Thanks for your reminding, Borda. We will support PT 1.13. cc @woqidaideshi

hi, how is it going, any ETA? 🦦

[wangraying]

Thanks for your reminding, Borda. We will support PT 1.13. cc @woqidaideshi

hi, how is it going, any ETA? 🦦

Within this month.