channel-pruning
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ethanhe42
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
I cannot find in your code the normalization step (W_i \leftarrow W_i/||W_i||_F) described after Eq (4) in the ICCV2017 paper. I expected to find it in dictionary() in decompose.py. There...
(from email) ``` Extracting conv1_2 (50000, 64) Acc 100.000 Reconstruction Err 0.013643407047130757 channel_decomposition 461.0681805610657 Extracting X pool1 From Y conv2_1 stride 1 Acc 100.000 rMSE 0.01639283918160166 channel_pruning 340.1220703125 Extracting X...
hello,I'm learning from your channel-pruning-master. I have a problem running the problem.Do you have any solutions? Here are my problem: /home/linux/anaconda3/envs/py35/lib/python3.5/site-packages/sklearn/externals/joblib/__init__.py:15: FutureWarning: sklearn.externals.joblib is deprecated in 0.21 and will be...
您好，运行train.py的时候出现问题，没有任何输出，程序一直挂起，也没有报错，初步判断是取数据的时候出现问题，但不知道如何修改  请帮我看一下，谢谢啦。。。。
您好，我在做测试的时候发现一个问题，模型是剪枝后的模型VGG-16_3C4x.prototxt和VGG-16_3C4x.caffemodel。应该是boost的问题 Operating system:ubuntu16 CUDA version: 8.0 Python version: 3.6  请看一下是boost还是多线程读取数据的问题
Hello, I have compiled caffe-pro successfully.My cuda 9.1 is ok as follows! _felix@felix-go:~/channel-pruning$ nvcc -V nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2017 NVIDIA Corporation Built on Fri_Nov__3_21:07:56_CDT_2017 Cuda...
Anyone pruned Inception-V3 with channel-pruning ? I'll appreciate it if you could tell me the performance and some details
I would like to try to create an 8x or 10x version of VGG. I assume the channel pruning parameters are set in vgg.prototxt? Can anyone suggest what values were...
I try to prune resnet-50 first, Merge batchnorm and conv , the precise is 92% second, I set channel ration = 0.9 , I only prune before res2a-brach2c , but...
