33
/
AIzaSyB4mHJ5NPEv-XzF7P6NDYXjlkCWaeKw5bc
November 30, 2025
3243219
288434
1
Public Timelines
FAQ

oct 1, 2015 - Han Song: Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding, 2015

Description:

通过剪枝、权重共享(量化)和huffuman编码,实现了精度无损下的深度压缩,成功将VGG16压缩了47倍。但是其压缩较复杂,注重压缩率,计算效率不高。

Added to timeline:

29 Mar 2020
1
0
809

Date:

oct 1, 2015
Now
~ 10 years ago