4f54b7a4b921a35a8b247ee180c2d565987d30db,autokeras/auto_model.py,AutoModel,fit,#AutoModel#Any#Any#Any#Any#,62

Before Change

        self.hypermodel.set_io_shapes(dataset)
        hp = kerastuner.HyperParameters()
        self.hypermodel.hyper_build(hp)
        preprocessed_dataset, _ = self.hypermodel.preprocess(
            hp=kerastuner.HyperParameters(),
            dataset=dataset,
            validation_data=validation_data,
            fit=True)
        self.tuner = tuner.RandomSearch(
            hypermodel=self.hypermodel,
            objective="val_loss",
            max_trials=self.max_trials,

After Change

        self.hypermodel.set_io_shapes(dataset)
        hp = kerastuner.HyperParameters()
        self.hypermodel.hyper_build(hp)
        self.hypermodel.preprocess(
            hp=kerastuner.HyperParameters(),
            dataset=dataset,
            validation_data=validation_data,
            fit=True)
        self.tuner = tuner.RandomSearch(
            hypermodel=self.hypermodel,
            objective="val_loss",
            max_trials=self.max_trials,

Instances