test_views.py 文件源码

def test_keras_import(self):
        # Global Pooling 1D
        model = Sequential()
        model.add(GlobalMaxPooling1D(input_shape=(1, 16)))
        model.build()
        self.keras_param_test(model, 0, 5)
        # Global Pooling 2D
        model = Sequential()
        model.add(GlobalMaxPooling2D(input_shape=(1, 16, 16)))
        model.build()
        self.keras_param_test(model, 0, 8)
        # Pooling 1D
        model = Sequential()
        model.add(MaxPooling1D(pool_size=2, strides=2, padding='same', input_shape=(1, 16)))
        model.build()
        self.keras_param_test(model, 0, 5)
        # Pooling 2D
        model = Sequential()
        model.add(MaxPooling2D(pool_size=(2, 2), strides=(2, 2), padding='same', input_shape=(1, 16, 16)))
        model.build()
        self.keras_param_test(model, 0, 8)
        # Pooling 3D
        model = Sequential()
        model.add(MaxPooling3D(pool_size=(2, 2, 2), strides=(2, 2, 2), padding='same',
                               input_shape=(1, 16, 16, 16)))
        model.build()
        self.keras_param_test(model, 0, 11)


# ********** Locally-connected Layers **********