You would have to restore the complete scripts in your current working directory, i.e. with the complete model definition as explained here 39.
It seems you are just creating a dummy model using
class CifarVggnet(nn.Module):
    def __init__(self):
        super(CifarVggnet,self).__init__()

, while you would need the original model definition.