I have implemented the xnornet ++ paper with resnet-18.

[legolas123]

I have implemented the xnornet ++ paper with resnet-18. You can disable alpha, beta, gamma(scale factors for activation) in model file(BinConv2d). Then you can have the xnornet for resnet-18. Btw xnornet++ is improvement over xnornet and my implementation reaches 60% accuracy for 1 bit activation and 1 bit width.
The link is https://github.com/legolas123/cv-tricks.com/tree/master/xnornet_plusplus

Originally posted by @legolas123 in #21 (comment)