E2E Test with simple-pbt

[GSoC] Update `tune` API for LLM hyperparameters optimization #1008

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Run time

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Job	Run time
e2e (v1.27.11, simple-pbt)	5m 51s
e2e (v1.28.7, simple-pbt)	6m 38s
e2e (v1.29.2, simple-pbt)	7m 3s
	19m 32s