We presented multiple tools to optimize tf.data pipelines, but how can we make sure they positively affect the performance? Are there other tools to figure out which operations may be slowing down the data flow? In the following paragraphs, we will answer these questions by demonstrating how input pipelines can be monitored, as well as how they can be cached and restored for later use.
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