  Adaptive Precision Training: Quantify Back Propagation in Neural Networks
with Fixed-point Numbers. Recent emerged quantization technique has been
applied to inference of deep neural networks for fast and efficient execution.
However, directly applying quantization in training can cause significant
accuracy loss, thus remaining an open challenge.
