Neal Wu

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For multi-GPU CIFAR-10 we [recommend](https://github.com/tensorflow/models/blob/master/tutorials/image/cifar10/README.md) looking at https://github.com/tensorflow/models/tree/master/tutorials/image/cifar10_estimator instead. The other implementation you linked is likely out of date.

Yes, unfortunately Facebook took it down for logo infringement 😔

#1 and #3 are just situations where we would rather do comparison sort. #2 is to smooth out the number of bits for each pass; e.g., instead of 10 bits,...