tf.make_ndarray | TensorFlow v2.16.1 (original) (raw)

tf.make_ndarray

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Create a numpy ndarray from a tensor.

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Compat aliases for migration

tf.compat.v1.make_ndarray

tf.make_ndarray(
    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.

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Last updated 2024-04-26 UTC.