tf.nn.l2_loss
tf.nn.l2_loss
tf.nn.l2_loss
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
Args:
-
t
: ATensor
. Must be one of the following types:half
,float32
,float64
. Typically 2-D, but may have any dimensions. -
name
: A name for the operation (optional).
Returns:
A Tensor
. Has the same type as t
. 0-D.
© 2017 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/api_docs/python/tf/nn/l2_loss