TensorFlow: How to optimise your input pipeline with queues and multi-threading

@tachyeonz : TensorFlow 1.0 is out and along with this update, some nice recommendations appeared on the TF website. One that caught my attention particularly is about the feed_dict system when you make a call to sess.run():

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