tf.keras.ops.scatter

Returns a tensor of shape shape where indices are set to values.

tf.keras.ops.scatter(
    indices, values, shape
)

At a high level, this operation does zeros[indices] = updates and returns the output. It is equivalent to:

zeros = keras.ops.zeros(shape)
output = keras.ops.scatter_update(zeros, indices, values)

Args
`indices`	A tensor or list/tuple specifying indices for the values in `values`.
`values`	A tensor, the values to be set at `indices`.
`shape`	Shape of the output tensor.

indices = [[0, 1], [1, 1]]
values = np.array([1., 1.])
keras.ops.scatter(indices, values, shape=(2, 2))
array([[0., 1.],
       [0., 1.]])

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Last updated 2024-06-07 UTC.

Args