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.KaggleObjective(interface_layers["outputs"],
penalty=l2_penalty)
def build_objective(interface_layers):
return objectives.KaggleObjective(interface_layers["outputs"])
def build_objective(l_ins, l_outs):
return objectives.KaggleObjective(l_outs)
def build_objective(interface_layers):
l2_penalty = 0 #lasagne.regularization.regularize_layer_params_weighted(interface_layers["regularizable"], lasagne.regularization.l2)
return objectives.KaggleObjective(interface_layers["outputs"],
penalty=l2_penalty)
