def add_param(self, param_name, layer_index, blob_index):
        """Add a param to the .params file"""
        blobs = self.layers[layer_index].blobs
        self.dict_param[param_name] = mx.nd.array(caffe.io.blobproto_to_array(blobs[blob_index]))