Keras 2 API 文档 / 层 API / 合并层 / 减法层

减法层

[源]

Subtract

tf_keras.layers.Subtract(**kwargs)

减去两个输入的层。

它接受一个包含两个相同形状张量的列表作为输入,并返回一个形状相同的单个张量,即 (inputs[0] - inputs[1])。

示例

    import tf_keras.src as keras

    input1 = keras.layers.Input(shape=(16,))
    x1 = keras.layers.Dense(8, activation='relu')(input1)
    input2 = keras.layers.Input(shape=(32,))
    x2 = keras.layers.Dense(8, activation='relu')(input2)
    # Equivalent to subtracted = keras.layers.subtract([x1, x2])
    subtracted = keras.layers.Subtract()([x1, x2])

    out = keras.layers.Dense(4)(subtracted)
    model = keras.models.Model(inputs=[input1, input2], outputs=out)