Migrate kubeflow-katib-presubmit to GitHub Actions

[tenzen-y]

/kind feature

Describe the solution you'd like
[A clear and concise description of what you want to happen.]
As described in #1877 (comment), we need to migrate our kubeflow-katib-presubmit test to Github Actions from kubeflow test-infra since it has been removed from the prow.

/cc @kubeflow/wg-automl-leads

Anything else you would like to add:
[Miscellaneous information that will assist in solving the issue.]

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[tenzen-y]

@johnugeorge
I have investigated whether all trials are executable in GHA.

experiments: https://github.com/tenzen-y/katib-actions-poc/tree/main/experiments
Actions logs: https://github.com/tenzen-y/katib-actions-poc/actions/runs/2412948245

[johnugeorge]

This is great @tenzen-y

Thank you on behalf of the community for putting this hard work in short amount of time! we have validated that it will work in GHA.

I think, we are ready to convert argo workflow into GHA including other validations and docker image builds. we will try to use as much as possible from scripts like setup-katib.sh, run-e2e-experiment.sh to reuse validations. Depending on the resources available for steps, we will try to parallelise as much as possible.

Can you create a PR?

[johnugeorge]

Related: kserve/kserve#2206

[tenzen-y]

This is great @tenzen-y

Thank you on behalf of the community for putting this hard work in short amount of time! we have validated that it will work in GHA.

I think, we are ready to convert argo workflow into GHA including other validations and docker image builds. we will try to use as much as possible from scripts like setup-katib.sh, run-e2e-experiment.sh to reuse validations. Depending on the resources available for steps, we will try to parallelise as much as possible.

Can you create a PR?

Sure, @johnugeorge.
I will get right on it.