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hpi-xnor / BMXNet

(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet
Apache License 2.0
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depth-wise convolution support #51

Closed jacky4323 closed 5 years ago

jacky4323 commented 5 years ago

Hi @yanghaojin ,

Did you have implemented depth-wise convolution for the binarized model such as mobilenet? Thanks!

jonkoi commented 5 years ago

I second this. I am hoping to be able to binarize mobilenet.

yanghaojin commented 5 years ago

mobilenet and architectures with google bottlenecks design or other net shrinking techniques are not appropriate for binarization. One cannot expect to take advantages from both styles of network architectures. More details could be found in this paper: https://arxiv.org/abs/1809.10463