5b3af9ff43bc61f8034f1202a2b57f21c8ee3771,autokeras/graph.py,Graph,to_add_skip_model,#Graph#Any#Any#,377

Before Change

        for index, layer_id in enumerate(layer_list):
            layer = self.layer_list[layer_id]
            new_node_id = self._add_new_node()
            self._add_edge(deepcopy(layer), skip_output_id, new_node_id)
            skip_output_id = new_node_id

        // Add the conv layer

After Change

        // Add the add layer.
        dropout_output_id = self.adj_list[dropout_input_id][0][0]
        add_input_node_id = self._add_node(deepcopy(self.node_list[dropout_output_id]))
        add_layer = StubAdd()

        self._redirect_edge(dropout_input_id, dropout_output_id, add_input_node_id)
        self._add_edge(add_layer, add_input_node_id, dropout_output_id)
        self._add_edge(add_layer, skip_output_id, dropout_output_id)
        add_layer.input = [self.node_list[add_input_node_id], self.node_list[skip_output_id]]
        add_layer.output = self.node_list[dropout_output_id]
        self.node_list[dropout_output_id].shape = add_layer.output_shape

Instances