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.
For example:
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()
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/compat/v1/size