any documentation on how to use the network configuration parameters?
jdkealy opened this issue · comments
John Kealy commented
Hi!
I am trying to find some information on the meaning of the below and how to tweak for my project.
(def MNIST-NETWORK
[(layers/input 28 28 1 :id :data)
(layers/convolutional 5 0 1 20 :weights {:l2-regularization 1e-3})
(layers/max-pooling 2 0 2)
(layers/batch-normalization :mode :spatial)
(layers/dropout 0.9)
(layers/relu)
(layers/convolutional 5 0 1 50)
(layers/max-pooling 2 0 2)
(layers/batch-normalization :l1-regularization 1e-4)
(layers/linear 500 :l2-max-constraint 4.0)
(layers/relu :center-loss {:label-indexes {:stream :label}
:label-inverse-counts {:stream :label}
:labels {:stream :label}
:alpha 0.9
:lambda 1e-2})
(layers/linear 10)
(layers/softmax :id :label)])
Is there any tutorial or documentation on this ?