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Fix typos, and minor proof reading
Clarify the loose language on multi-worker cluster management, and fix a long sentence with many modifier clauses
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rfcs/20200420-tfx-tuner-component.md

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@@ -342,13 +342,15 @@ execute the trial (training) on different workers.
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At the time of writing, KerasTuner library can be used for parallel tuning with
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single machine `tf.distribute.Strategy`, e.g.,
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[`MirroredStrategy`](https://www.tensorflow.org/api_docs/python/tf/distribute/MirroredStrategy)
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, multi-worker strategy (distributed training for trial) support is on the
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roadmap (note that cluster managing is not part of the library).
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[`MirroredStrategy`](https://www.tensorflow.org/api_docs/python/tf/distribute/MirroredStrategy),
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multi-worker strategy (distributed training for trial) support is on the
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[roadmap of KerasTuner](https://keras-team.github.io/keras-tuner/tutorials/distributed-tuning/#data-parallelism-with-tfdistribute).
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Note that cluster managment of multiple worker machines is part of neither
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the KerasTuner library, nor is planned to be.
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At the time of writing, TFX doesn’t have the ability to manage the multi-worker
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cluster and the centralized optimization service, so parallel tuning or
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distributed training is not supported natively in TFX (local or on-prem), but in
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cluster and the centralized optimization service. As a result parallel tuning or
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distributed training is not supported natively in TFX (local or on-prem). In
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the next section, we will discuss the integration for Google Cloud. Similar
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parallel tuning support can be built for other execution environments.
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