b1bfd16945a658d02847209e46a2ba8d72b456e1,autokeras/hypermodel/hyper_block.py,DenseBlock,build,#DenseBlock#Any#Any#,40

Before Change

                output_node = tf.keras.layers.BatchNormalization()(output_node)
                output_node = tf.keras.layers.Activation(active_category)(
                    output_node)
                output_node = tf.keras.layers.Dropout(
                    rate=hp.Choice("dropout_rate", [0, 0.25, 0.5], default=0.5))(
                    output_node)
            elif layer_stack == "dense-act":
                output_node = tf.keras.layers.Dense(
                    hp.Choice("units_{i}".format(i=i),
                              [16, 32, 64, 128, 256, 512, 1024],

After Change

        dropout_rate = hp.Choice("dropout_rate", [0, 0.25, 0.5], default=0.5)
        for i in range(hp.Choice("num_layers", [1, 2, 3], default=2)):
            units = hp.Choice(
                "units_{i}".format(i=i),
                [16, 32, 64, 128, 256, 512, 1024],
                default=32)
            if layer_stack == "dense-bn-act":

Instances