32ecda6b38cee2721195d4f5cb1da5609d2fd264,autokeras/hypermodel/block.py,XceptionBlock,build,#XceptionBlock#Any#Any#,350

Before Change

        hp.Range("num_residual_blocks", 2, 8, default=4)
        hp.Choice("pooling", ["avg", "flatten", "max"])

        hp.values["activation"] = self.activation or hp.values["activation"]
        hp.values["initial_strides"] = \
            self.initial_strides or hp.values["initial_strides"]
        hp.values["num_residual_blocks"] = \
            self.num_residual_blocks or hp.values["num_residual_blocks"]
        hp.values["pooling"] = self.pooling or hp.values["pooling"]

        model = super(XceptionBlock, self).build(hp)
        return model.outputs

After Change

        hp.Range("num_residual_blocks", 2, 8, default=4)
        hp.Choice("pooling", ["avg", "flatten", "max"])

        set_hp_value(hp, "activation", self.activation)
        set_hp_value(hp, "initial_strides", self.initial_strides)
        set_hp_value(hp, "num_residual_blocks", self.num_residual_blocks)
        set_hp_value(hp, "pooling", self.pooling)

        model = super().build(hp)
        return model.outputs

Instances