E2E Test with tune API

[WIP] Add PyTorchJob option for `tune` API #72

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Run time

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Job	Run time
e2e (v1.27.11)	5m 44s
e2e (v1.28.7)	5m 44s
e2e (v1.29.2)	5m 29s
	16m 57s