E2E Test with Katib UI, random search, and postgres

[GSoC] Update `tune` API for LLM hyperparameters optimization #996

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Run time

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Job	Run time
e2e (v1.27.11)	16m 24s
e2e (v1.28.7)	17m 35s
e2e (v1.29.2)	17m 46s
	51m 45s