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 . |
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