LQ Nets Implementation In PyTorch

Resource: https://github.com/Microsoft/LQ-Nets.

Has anyone successfully reproduced results of this code in PyTorch?

I tried implementing this on Pytorch.
The basis values tend to be fixed to the initialized value and do not update much.
Also network accuracy increases to 66% around and saturates after that.