neural-network-compress

function description

A code repo for compressing Concolutional Neural Networks using "SVD & Tucker-2 decomposotion"

install prerequisites

caffe
tensorly

reference

[1] Kolda, Tamara G, Bader, et al. Tensor Decompositions and Applications[J]. Siam Review, 2009, 51(3):455-500.
[2] Yong-Deok Kim, et al. Compression of Deep Convolutional neural networks for fast and lower power applications[C]. ICLR,2016.