deep learning & dnn model compression
代码实现在2.jupyter/transfer_learning.ipynb文件中。
The code is implemented in the file 2.jupyter/transfer_learning.ipynb.
- 方法一 Method 1:Ba J, Caruana R. Do deep nets really need to be deep?[C]//Advances in neural information processing systems. 2014: 2654-2662.
- 方法二 Method 2:Hinton G, Vinyals O, Dean J. Distilling the knowledge in a neural network[J]. arXiv preprint arXiv:1503.02531, 2015.
- 方法三 Method 3:Sau B B, Balasubramanian V N. Deep model compression: Distilling knowledge from noisy teachers[J]. arXiv preprint arXiv:1610.09650, 2016.