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Adamw with lambda = 0.01 as a default#212

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camilodlt wants to merge 1 commit intoFluxML:masterfrom
camilodlt:patch-1
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Adamw with lambda = 0.01 as a default#212
camilodlt wants to merge 1 commit intoFluxML:masterfrom
camilodlt:patch-1

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@camilodlt
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Hello,

Wouldn't it make more sense if by default the Adamw rule was different than Adam by making lambda != 0.0 (by default).

The default value in pytorch is 0.01.

I get that the value should be lower if we don't use couple=true, but since that value is the default it felt strange to have lambda=0.

I can make a test if you agree :)

PR Checklist

  • Tests are added
  • [x ] Documentation, if applicable

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