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Update data_performance.ipynb
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site/en/guide/data_performance.ipynb

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"### Prefetching\n",
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"\n",
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"Prefetching overlaps the preprocessing and model execution of a training step.\n",
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"While the model is executing training `steps`, the input pipeline is reading the data for `steps+1`.\n",
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"While the model is executing training step `s`, the input pipeline is reading the data for step `s+1`.\n",
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"Doing so reduces the step time to the maximum (as opposed to the sum) of the training and the time it takes to extract the data.\n",
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"\n",
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"The `tf.data` API provides the `tf.data.Dataset.prefetch` transformation.\n",

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