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E2E Test with tf-mnist-with-summaries

[GSoC] Add e2e test for tune api with LLM hyperparameter optimization #1404

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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 #1404

Run time

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Job Run time
e2e (v1.29.2, tfjob-mnist-with-summaries)
1m 35s
e2e (v1.30.7, tfjob-mnist-with-summaries)
3m 49s
e2e (v1.31.3, tfjob-mnist-with-summaries)
1m 51s
7m 15s