tf.nn.l2_loss( t, name=None )
Defined in tensorflow/python/ops/gen_nn_ops.py
.
See the guide: Neural Network > Losses
L2 Loss.
Computes half the L2 norm of a tensor without the sqrt
:
output = sum(t ** 2) / 2
t
: A Tensor
. Must be one of the following types: half
, bfloat16
, float32
, float64
. Typically 2-D, but may have any dimensions.name
: A name for the operation (optional).A Tensor
. Has the same type as t
.
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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/api_docs/python/tf/nn/l2_loss