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tf.compat.v1.shape

Returns the shape of a tensor.

This operation returns a 1-D integer tensor representing the shape of input.

For example:

t = tf.constant([[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]])
tf.shape(t)  # [2, 2, 3]
Args
input A Tensor or SparseTensor.
name A name for the operation (optional).
out_type (Optional) The specified output type of the operation (int32 or int64). Defaults to tf.int32.
Returns
A Tensor of type out_type.

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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/r2.4/api_docs/python/tf/compat/v1/shape