search

liuzechun / Bi-Real-net

Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV
176 stars 39 forks source link

Accuracy of ResNet-34 and ResNet-50 #15

Open iamhankai opened 4 years ago

iamhankai commented 4 years ago

Thanks for your update of pytorch implementation.

I noticed that the accuracies of binary ResNet-34 and binary ResNet-50 are similar. What do you think is the cause? Just for academic discussion, no offence.

image

iamhankai commented 4 years ago

I have seen that the bireal shortcut in Bottleneck is different to Basicblock. What's the motivation or reason? Thanks.

zhaohui-yang commented 4 years ago

I have observed this too, seems like some kind of skip residual? For my best knowledge, this is the first time seeing this kind of residual connections, very interesting, and I'm really curious why?