tf.keras.ops.add  |  TensorFlow v2.16.1 (original) (raw)

tf.keras.ops.add

Add arguments element-wise.

View aliases

Main aliases

tf.keras.ops.numpy.add

tf.keras.ops.add(
    x1, x2
)
Args
x1 First input tensor.
x2 Second input tensor.
Returns
The tensor containing the element-wise sum of x1 and x2.

Examples:

x1 = keras.ops.convert_to_tensor([1, 4]) x2 = keras.ops.convert_to_tensor([5, 6]) keras.ops.add(x1, x2) array([6, 10], dtype=int32)

keras.ops.add also broadcasts shapes:

>>> x1 = keras.ops.convert_to_tensor(
...     [[5, 4],
...      [5, 6]]
... )
>>> x2 = keras.ops.convert_to_tensor([5, 6])
>>> keras.ops.add(x1, x2)
array([[10 10]
       [10 12]], shape=(2, 2), dtype=int32)

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Last updated 2024-06-07 UTC.