[tf.data] Add native implementation for `tf.contrib.data.unbatch()`.
The implementation has two main improvements: 1. Avoid relatively expensive (~15us) function invocation for each incoming batch. 2. Use std::move() where possible to avoid copying strings/variants into the unbatched elements. PiperOrigin-RevId: 193467856
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