[tf.data] Still update state values if in the last iteration of Hill Climb, we can not find the best parameter.
[tf.data] Still update state values if in the last iteration of Hill Climb, we can not find the best parameter.

PiperOrigin-RevId: 355281487
Change-Id: I46fea62834894404e7e7dd83229170a147f7d779

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