E2E Test with Katib UI, random search, and postgres

[GSoC] Update `tune` API for LLM hyperparameters optimization #1076

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Run time

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Job	Run time
e2e (v1.27.11)	17m 9s
e2e (v1.28.7)	16m 57s
e2e (v1.29.2)	16m 11s
	50m 17s