ThiNet is a filter-pruning method for deep neural networks.

THiNet – 一种基于滤波器层级的剪枝技术
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression

Content

• Section 1 & 2

  • Section 3

  • • Overall Method
    • How to realize

  • Section 4

Section 1 & 2

Deep neural networks have taken large computational cost and storage space while pruning is one of the most popular methods to reduce both requirements.
Han et al. recommend removing weights lower then a threshold, following with a fine-turning to recover accuracy. But this ope