tf.keras.layers.subtract

Functional interface to the Subtract layer.

View aliases

Compat aliases for migration

tf.compat.v1.keras.layers.subtract, tf.compat.v2.keras.layers.subtract

tf.keras.layers.subtract(
    inputs, **kwargs
)

Arguments:

inputs: A list of input tensors (exactly 2).
**kwargs: Standard layer keyword arguments.

Returns:

A tensor, the difference of the inputs.

Examples:

import 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)
    subtracted = keras.layers.subtract([x1, x2])

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