TensorFlow 1 version
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View source on GitHub
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Computes the global norm of multiple tensors.
tf.linalg.global_norm(
t_list, name=None
)
Given a tuple or list of tensors t_list, this operation returns the
global norm of the elements in all tensors in t_list. The global norm is
computed as:
global_norm = sqrt(sum([l2norm(t)**2 for t in t_list]))
Any entries in t_list that are of type None are ignored.
Args | |
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t_list
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A tuple or list of mixed Tensors, IndexedSlices, or None.
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name
|
A name for the operation (optional). |
Returns | |
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A 0-D (scalar) Tensor of type float.
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Raises | |
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TypeError
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If t_list is not a sequence.
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