tf.compat.v1.size

Returns the size of a tensor.

tf.compat.v1.size(
    input,
    name=None,
    out_type=tf.dtypes.int32
)

Returns a 0-D Tensor representing the number of elements in input of type out_type. Defaults to tf.int32.

t = tf.constant([[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]])
tf.size(t)  # 12

Args
`input`	A `Tensor` or `SparseTensor`.
`name`	A name for the operation (optional).
`out_type`	(Optional) The specified non-quantized numeric output type of the operation. Defaults to `tf.int32`.

Returns
A `Tensor` of type `out_type`. Defaults to `tf.int32`.

numpy compatibility

Equivalent to np.size()

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.

Last updated 2022-11-04 UTC.