#######  CNN PARAMETERS  #######
###
####### CNN LEARNING
learning_rate : 0.05    # learning rate

n_epochs : 100          # number of epochs

####### CNN INPUT IMAGE
batch_size : 10         # mini-batch size

n_channels : 1          # number of channels

ishape : [1, 6443]      # data input shape

n_kerns : [10, 20]      # number of kernels for both convolutional layers

###### CNN FIRST LAYER
dimKernel0 : [1, 5]     # kernel dimension

poolSize0 : [1,2]       # pool size

###### CNN SECOND LAYER
dimKernel1 : [1, 5]     # kernel dimension

poolSize1 : [1, 2]      # pool size

###### CNN MLP 
out2Shape : 500         # number of hidden units

###### CNN OUTPUT
out3shape : 13          # number of output neurons (it should be greater than or equal to  the number of training classes)