leelaz 单精度权重转换

lu01

https://github.com/gcp/leela-zer ... c8f34f2a9e1e49c7fbc

可以把权重文件大小变成原来的1半，棋力差不多

https://github.com/gcp/leela-zero/issues/1733

无我相

看不懂，咋办？

lu01

用google翻译

lu01

C:\Users\aaa>python
Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:01:18) [MSC v.1900 32 bit (Intel)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> exit
Use exit() or Ctrl-Z plus Return to exit
>>> quit()

C:\Users\aaa>cd downloads

C:\Users\aaa\Downloads>dir elf*txt
驱动器 C 中的卷是 Windows7_OS
卷的序列号是 BEA2-035E

C:\Users\aaa\Downloads 的目录

2018/05/04  02:45       260,579,331 elf_converted_weights.txt
               1 个文件    260,579,331 字节
               0 个目录    843,460,608 可用字节

C:\Users\aaa\Downloads>dir *.py
驱动器 C 中的卷是 Windows7_OS
卷的序列号是 BEA2-035E

C:\Users\aaa\Downloads 的目录

2018/08/17  15:19             1,560 quantize_weights.py
               1 个文件          1,560 字节
               0 个目录    843,460,608 可用字节


C:\Users\aaa\Downloads>python quantize_weights.py  elf_converted_weights.txt
Weight file difference L2-norm: 0.0034445704188723683

C:\Users\aaa\Downloads>dir elf_converted_weights*
驱动器 C 中的卷是 Windows7_OS
卷的序列号是 BEA2-035E

C:\Users\aaa\Downloads 的目录

2018/05/04  02:45       260,579,331 elf_converted_weights.txt
2018/08/17  15:24       154,259,295 elf_converted_weights_quantized.txt

lu01

https://raw.githubusercontent.co ... quantize_weights.py

lu01

转换前
2
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转换后
2
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云逸飞

权重文件变小之后，在弱机上是不是跑得快一点？

lu01

云逸飞 发表于 2018-8-17 16:16
权重文件变小之后，在弱机上是不是跑得快一点？

没有影响,只是减少文件大小,节约下载流量而已

影牙

云逸飞 发表于 2018-8-17 16:16
权重文件变小之后，在弱机上是不是跑得快一点？

之前看过，貌似A卡在单精度和双精度下没有明显差别。好像N卡会快一点……

hred9D

引擎支持压缩包权重文件，对加载权重和下棋没有影响。