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recurrent dropout #1040

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sencilla opened this issue Feb 17, 2020 · 1 comment · Fixed by #2549
Closed

recurrent dropout #1040

sencilla opened this issue Feb 17, 2020 · 1 comment · Fixed by #2549

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@sencilla
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sencilla commented Feb 17, 2020

Hi. I think the recurrent cells in flux need a dropout for their internal states to improve training in larger networks

For example : mycell= GRU(10,10,0.1)

Where 0.1 is dropout

Or is there an easy way to implement this manually?

@CarloLucibello
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Dropout in between stacked layers can be implemented as described in
#2514 (comment)
We should add this to the guide on recurrent layers.

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3 participants