Tf-operator: [feature] Support multi port in TFJob

[gaocegege]

Now we do not support multi ports in TFJob because we do not expose them in the service.

[gaocegege]

/assign @xieydd

[xieydd]

ok, i will do it.

[verult]

Hello, any update on this feature? Without multi-port support, it's harder to enable Profiler integration for multiple workers using TensorFlow 2.4+. Thanks!

[verult]

@xieydd thanks for merging the feature in kubeflow/common. Does tf-operator need to update its dependency for this to work? And what's tf-operator's release schedule?

[gaocegege]

Does tf-operator need to update its dependency for this to work

Yeah.

what's tf-operator's release schedule?

We release a new version with a kubeflow release regularly.

After we merge #1276, I think we can work on this issue.

[shinytang6]

what's tf-operator's release schedule?

We release a new version with a kubeflow release regularly.

After we merge #1276, I think we can work on this issue.

/cc @gaocegege @verult l think we could proceed on this due to #1276 was merged.

[xieydd]

/PTAL @gaocegege Can i start this work?

[gaocegege]

I think we can, wdyt