12fac3a0ecc05215985c6b42b39447a3f2e04c0c,autokeras/search.py,RandomSearcher,search,#RandomSearcher#Any#Any#Any#Any#,99

Before Change

        while self.model_count < constant.MAX_MODEL_NUM:
            model = RandomConvClassifierGenerator(self.n_classes, self.input_shape).generate()
            self.add_model(model, x_train, y_train, x_test, y_test)
            pickle.dump(self, open(os.path.join(self.path, "searcher"), "wb"))
            backend.clear_session()

        return self.load_best_model()

After Change

        while self.model_count < constant.MAX_MODEL_NUM:
            model = RandomConvClassifierGenerator(self.n_classes, self.input_shape).generate()
            self.add_model(model, x_train, y_train, x_test, y_test)
            pickle_to_file(self, os.path.join(self.path, "searcher"))
            backend.clear_session()

        return self.load_best_model()

Instances