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Announcement about deprecating tf lite within TF.
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* `tf.data`
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* Adds `autotune.min_parallelism` to `tf.data.Options` to enable faster
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input pipeline warm up.
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* `tf.lite`
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* tf.lite will be deprecated, in favor of the new repo
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https://github.com/google-ai-edge/LiteRT.
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* The duplicated source will also be removed from the TF repo.
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### Bug Fixes and Other Changes
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