E2E Test with simple-pbt

[WIP] Add e2e test for `tune` api with LLM hyperparameter optimization #1085

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Run time

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Job	Run time
e2e (v1.27.11, simple-pbt)	7m 48s
e2e (v1.28.7, simple-pbt)	6m 25s
e2e (v1.29.2, simple-pbt)	7m 2s
	21m 15s