Thanks, great to see that TF recongizing the issue with Pipelines/queues and simplifying it. I wish they did NCHW conversion by automatically detecting GPU.

I think Tensorflow is developed in a very principled manner focusing on ability to add more ops and platforms in future. While this has hurt TF usability in the short term I am bullish on its future.