tf.shape
tf.shape
tf.shape
shape( input, name=None, out_type=tf.int32 )
Defined in tensorflow/python/ops/array_ops.py
.
See the guide: Tensor Transformations > Shapes and Shaping
Returns the shape of a tensor.
This operation returns a 1-D integer tensor representing the shape of input
.
For example:
# 't' is [[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]] shape(t) ==> [2, 2, 3]
Args:
-
input
: ATensor
orSparseTensor
. -
name
: A name for the operation (optional). -
out_type
: (Optional) The specified output type of the operation (int32
orint64
). Defaults totf.int32
.
Returns:
A Tensor
of type out_type
.
© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/shape