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you can't label a fc network with biases #68

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yue-SJTU opened this issue Mar 12, 2021 · 1 comment
Open

you can't label a fc network with biases #68

yue-SJTU opened this issue Mar 12, 2021 · 1 comment

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@yue-SJTU
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maybe I'm wrong,but I found you may not mark the network with biases,such as fc(x, config, θ,"label"),which would arise error

@kailaix
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kailaix commented Mar 12, 2021

When you provide θ, you do need "label" because the deep neural network is uniquely identified by θ.

"label" is useful when you build a neural network by specifying weights and biases implicitly. For example

y1 = fc(x, config) 
y2 = fc(x, config)

y1 and y2 are outputs of the same DNN.

y1 = fc(x, config,"label1") 
y2 = fc(x, config,"label2")

y1 and y2 are outputs of two different DNNs.

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