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E2E Test with tf-mnist-with-summaries

[GSoC] Add e2e test for tune api with LLM hyperparameter optimization #1033

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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 #1033

Run time

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Job Run time
e2e (v1.27.11, tfjob-mnist-with-summaries)
12m 19s
e2e (v1.28.7, tfjob-mnist-with-summaries)
11m 6s
e2e (v1.29.2, tfjob-mnist-with-summaries)
11m 39s
35m 4s