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E2E Test with tf-mnist-with-summaries

[GSoC] Add e2e test for tune api with LLM hyperparameter optimization #1035

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

[GSoC] Add e2e test for tune api with LLM hyperparameter optimization #1035

Run time

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Job Run time
e2e (v1.27.11, tfjob-mnist-with-summaries)
11m 11s
e2e (v1.28.7, tfjob-mnist-with-summaries)
11m 32s
e2e (v1.29.2, tfjob-mnist-with-summaries)
10m 29s
33m 12s