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Seems that reptile produce similar gridients as vanilla SGD #20

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dongdongbh opened this issue Apr 25, 2019 · 0 comments
Open

Seems that reptile produce similar gridients as vanilla SGD #20

dongdongbh opened this issue Apr 25, 2019 · 0 comments

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@dongdongbh
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dongdongbh commented Apr 25, 2019

I run the sine code and print out the outerloop updated weight without multiply the outerstepsize and the nomal SGD weight, and they are same, even I set the innerepochs bigger than 1.
and form the reptile algorithm, we can see that
CodeCogsEqn

,so the only difference is the out loop multiply an epsilon, it is only a learning rate defferent with SGD.

@dongdongbh dongdongbh changed the title seems that reptile product similar gridents as vanilla SGD Seems that reptile product similar gridents as vanilla SGD Apr 25, 2019
@dongdongbh dongdongbh changed the title Seems that reptile product similar gridents as vanilla SGD Seems that reptile produce similar gridents as vanilla SGD Apr 25, 2019
@dongdongbh dongdongbh changed the title Seems that reptile produce similar gridents as vanilla SGD Seems that reptile produce similar gridients as vanilla SGD Apr 25, 2019
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