File:2016 DeepCompressionCompressingDeepN Fig1.png
Jump to navigation
Jump to search
Size of this preview: 800 × 280 pixels. Other resolution: 921 × 322 pixels.
Original file (921 × 322 pixels, file size: 74 KB, MIME type: image/png)
Summary
Figure 1: The three stage compression pipeline: pruning, quantization and Huffman coding. Pruning reduces the number of weights by 10×, while quantization further improves the compression rate: between 27× and 31×. Huffman coding gives more compression: between 35× and 49×. The compression rate already included the meta-data for sparse representation. The compression scheme doesn’t incur any accuracy loss. In: Han et al. (2016)
File history
Click on a date/time to view the file as it appeared at that time.
Date/Time | Thumbnail | Dimensions | User | Comment | |
---|---|---|---|---|---|
current | 16:50, 16 December 2018 | 921 × 322 (74 KB) | Omoreira (talk | contribs) | Figure 1: The three stage compression pipeline: pruning, quantization and Huffman coding. Pruning reduces the number of... |
You cannot overwrite this file.
File usage
The following 2 pages use this file: