b31f2cafe77bf3a2f738289a89438fb72936117c,autokeras/hypermodel/hyper_block.py,ConvBlock,build,#ConvBlock#Any#Any#,159

Before Change

                kernel_size,
                padding=self._get_padding(kernel_size, output_node))(output_node)

            output_node = tf.keras.layers.Conv2D(
                hp.Choice("filters_{i}_2".format(i=i),
                          [16, 32, 64],
                          default=32),
                kernel_size,
                padding=self._get_padding(kernel_size, output_node))(output_node)

            output_node = tf.keras.layers.MaxPool2D(
                kernel_size - 1,
                padding=self._get_padding(kernel_size - 1, output_node))(output_node)

After Change

        separable = self.separable
        if separable is None:
            separable = hp.Choice("separable", [True, False], default=False)
        if separable:
            conv = utils.get_sep_conv(input_node.shape)
        else:
            conv = utils.get_conv(input_node.shape)

Instances