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Optimized Deep Learning Pipelines: A Deep Dive into TFRecords and Protobufs (Part 1)

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File Structure — Should there be a pattern to the directories for separation of training examples vs labels, some hybrid data structure, etc. CPU/GPU — Are you limited to only CPU processing (hopefully not) or is there GPU access Although not as sexy as model building, these items are important since time is money.