def build_objective(interface_layers):
# l2 regu on certain layers
l2_penalty = nn.regularization.regularize_layer_params_weighted(
interface_layers["regularizable"], nn.regularization.l2)
# build objective
return objectives.LogLossObjective(interface_layers["outputs"],
penalty=l2_penalty)
def build_objective(l_ins, l_outs):
return objectives.LogLossObjective(l_outs)