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tf.make_ndarray

Create a numpy ndarray from a tensor.

Create a numpy ndarray with the same shape and data as the tensor.

For example:

# Tensor a has shape (2,3)
a = tf.constant([[1,2,3],[4,5,6]])
proto_tensor = tf.make_tensor_proto(a)  # convert `tensor a` to a proto tensor
tf.make_ndarray(proto_tensor) # output: array([[1, 2, 3],
#                                              [4, 5, 6]], dtype=int32)
# output has shape (2,3)
Args
tensor A TensorProto.
Returns
A numpy array with the tensor contents.
Raises
TypeError if tensor has unsupported type.

© 2020 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/versions/r2.4/api_docs/python/tf/make_ndarray