def load_verbatimnet( layer, params='/fileserver/iam/iam-processed/models/fiel_1k.hdf5' ):
print "Establishing Fiel's verbatim network"
vnet = verbatimnet(layer)
loadparams( vnet, params )
vnet.compile( loss='mse', optimizer='sgd' )
print "Compiled neural network up to FC7 layer"
return vnet
def load_verbatimnet( layer, input_shape=(1,56,56), params='/fileserver/iam/iam-processed/models/fiel_1k.hdf5' ):
print "Establishing Fiel's verbatim network"
vnet = verbatimnet(layer=layer, input_shape=input_shape)
loadparams( vnet, params )
vnet.compile( loss='mse', optimizer='sgd' )
print "Compiled neural network up to FC7 layer"
return vnet