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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:
Quantization timeline
By
龚成
29 Mar 2020
1
0
809
Date:
oct 1, 2015
Now
~ 10 years ago
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