tf.nn.l2_loss
Stay organized with collections
Save and categorize content based on your preferences.
L2 Loss.
tf.nn.l2_loss(
t, name=None
)
Computes half the L2 norm of a tensor without the sqrt
:
output = sum(t ** 2) / 2
Args |
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).
|
Returns |
A Tensor . Has the same type as t .
|
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2020-10-01 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2020-10-01 UTC."],[],[]]