This is an implemetation of the method from our paper Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition https://arxiv.org/pdf/1412.6553.pdf
Requrements: caffe, matlab, tensorlab (www.tensorlab.net)
Set paths to your caffe and tensorlab installations in paths.py before the work.
Example script to decompose conv1 layer in LeNet convolutional network: python lenet/main.py