How to determine the gaussian and hwgq step values

[ken012git]

How to determine the gaussian and hwgq step values if we want to get more bit configuration?

https://github.com/zhaoweicai/EdMIPS/blob/master/models/quant_module.py#L7
https://github.com/zhaoweicai/EdMIPS/blob/master/models/quant_module.py#L8

Thanks

[cuong-pv]

I also confused about how to determine the gaussian and hwgq step values? Does it depend on datasets?

[zhaoweicai]

As mentioned in the paper, the step values can be determined by Lloyd’s algorithm (which is simply a K-means algorithm). I have a script to compute these values. Drop me an email if you need it.

[qianhuiliu]

How to determine the gaussian and hwgq step values if we want to get more bit configuration?

https://github.com/zhaoweicai/EdMIPS/blob/master/models/quant_module.py#L7 https://github.com/zhaoweicai/EdMIPS/blob/master/models/quant_module.py#L8

Thanks

Hi, do you have the code to generate the gaussian and hwgq step values?

[SakuraiYuuta]

As mentioned in the paper, the step values can be determined by Lloyd’s algorithm (which is simply a K-means algorithm). I have a script to compute these values. Drop me an email if you need it.

sakuraishota@126.com, I want the script, thank you so much!

[haiduo]

huanghd@stu.xjtu.edu.cn, I also want the script, thank you so much!