CaffeModelCompression
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yuanyuanli85
Tool to compress trained caffe weights
Sorry, I do not know how to use .npz file as caffemodel to test. Could you please tell me?
I want to store and quantify the sparse matrix that has been pruned for AlexNet, and there is no problem when I run./build.sh.However, when I ran python caffemodel_compress. Py, the...
There's an index out of bounds error when trying to compress layers which do not include bias parameters. I can provide a solution via PR until next week.
Thank you for your code! when I run the code ,i got an error: illegal instruction (core dump) I0405 19:50:28.866523 7248 upgrade_proto.cpp:61] Successfully upgraded file specified using deprecated V1LayerParameter I0405...
压缩后测试问题
你好，非常感谢您提供代码。虽然我在进行物体检测研究时，用您的代码将我的模型压缩了十倍。从100M压到了11M，测试的时候也能被caffe使用，，但是速度明显下降，测试一张图片要3.5秒，这是不可接受的，请问，这是什么原因造成的？有解决办法吗
Thank you for sharing the code. There is a question which still puzzled me. It will be helpful if you can explain the meaning of the parameter "newlabels" .
Thank you very much for sharing you code . But when I test, the inferece time for lenet or pvanet didn`t speed up. But accuracy is very lost.
Hello I'm so interested for your project. I have tried your code for VGG16 net, but why compress output become npz ? Can i use this npz output to be...
Hi @yuanyuanli85 thank you for your work and share. It looks very promising wrt to model size after compression. I would like to use compressed caffemodel, do you know how...
Hi, I have a trouble about network compression. for alexnet, we can compressed it, but how can we use the compressed model? If we decompress it to use, then we...
