E2E Test with simple-pbt

[GSoC] Add e2e test for `tune` api with LLM hyperparameter optimization #1264

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Run time

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Job	Run time
e2e (v1.29.2, simple-pbt)	6m 16s
e2e (v1.30.7, simple-pbt)	6m 15s
e2e (v1.31.3, simple-pbt)	7m 17s
	19m 48s