prune a Unet

[shockjiang]

Dear Author(s),
I am trying to applying this channel pruning method on a Unet(which is RCNN-like network with residual branch. I have tried weeks to read your python code (Also I am quite familar with caffe's code).
So I tried to dig out that how you pruned channels of ResNet50. However, in the release of ResNet-50-2X (https://github.com/yihui-he/channel-pruning/releases/tag/ResNet-50-2X), the code seems to use VGG instead of ResNet. Would you please help to guide how to run your method on ResNet?

[XhqGlorry11]

@shockjiang hi, am also considering pruning Unet using this method. Have you succeed?

[shockjiang]

not really. finally, I implement it myself, but in the method proposed in the paper.

…

On Wed, Jun 27, 2018 at 3:39 PM Stupid Fish ***@***.***> wrote: @shockjiang <https://github.com/shockjiang> hi, am also considering pruning Unet using this method. Have you succeed? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#78 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ABOZkyfR7J6xefEGZ9cwf28szEJ0Ltxgks5uAzangaJpZM4RVhIp> .

[XhqGlorry11]

@shockjiang GREAT!Does your implementation works?How is the result?

[shockjiang]

it's not bad. the loss decreased from 0.64 to 0.62 while the flop reduce to 78%.

…

On Wed, Jun 27, 2018 at 9:59 PM Stupid Fish ***@***.***> wrote: @shockjiang <https://github.com/shockjiang> GREAT!Does your implementation works?How is the result? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#78 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ABOZk4W-8kSFfW4yl7-dlJzAp7iOWRCHks5uA4--gaJpZM4RVhIp> .

[bbjy]

@shockjiang Hi, have you implement the method in the paper by yourself? I want to prune the resnet50, but I don't know how to design the "rankdic" . What's more, if I may be so bold to ask that have you released your code? Thank you so much!