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Returns the size of a tensor.

Used in the notebooks

Used in the guide Used in the tutorials

See also tf.shape.

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.Tensor: shape=(), dtype=int32, numpy=12>

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.

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

Numpy Compatibility

Equivalent to np.size()