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How to set parameters training 10 times to take average and standard deviation？ #8

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hhhhwq opened this issue Feb 17, 2023 · 3 comments
Open

How to set parameters training 10 times to take average and standard deviation？ #8

hhhhwq opened this issue Feb 17, 2023 · 3 comments
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@hhhhwq
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hhhhwq commented Feb 17, 2023 •
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你好，我想请问一下，跑10次取平均，这10次的参数设置有什么不一样吗，是随机种子的设置不一样吗，如果是的话，那具体取什么值
@yueliu1999
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你好，感谢关注。是的，是随机种子设置的不一样。跑十次取平均是为了消除随机种子带来的随机性的影响。至于取值的话，应该是随便取十个就可以了，我们应该是取[0, 9]。

@yueliu1999
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在这里有跑十次取平均的代码：https://github.com/yueliu1999/HSAN/blob/main/train.py

@hhhhwq
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hhhhwq commented Feb 17, 2023

好的好的，感谢！

@yueliu1999 yueliu1999 added the help wanted Extra attention is needed label Feb 18, 2023
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@yueliu1999 @hhhhwq