tf.raw_ops.BiasAdd
bookmark_borderbookmark
Stay organized with collections
Save and categorize content based on your preferences.
Adds bias
to value
.
View aliases
Compat aliases for migration
See
Migration guide for
more details.
tf.compat.v1.raw_ops.BiasAdd
tf.raw_ops.BiasAdd(
value, bias, data_format='NHWC', name=None
)
This is a special case of tf.add
where bias
is restricted to be 1-D.
Broadcasting is supported, so value
may have any number of dimensions.
Args |
value
|
A Tensor . Must be one of the following types: float32 , float64 , int32 , uint8 , int16 , int8 , complex64 , int64 , qint8 , quint8 , qint32 , bfloat16 , qint16 , quint16 , uint16 , complex128 , half , uint32 , uint64 .
Any number of dimensions.
|
bias
|
A Tensor . Must have the same type as value .
1-D with size the last dimension of value .
|
data_format
|
An optional string from: "NHWC", "NCHW" . Defaults to "NHWC" .
Specify the data format of the input and output data. With the
default format "NHWC", the bias tensor will be added to the last dimension
of the value tensor.
Alternatively, the format could be "NCHW", the data storage order of:
[batch, in_channels, in_height, in_width].
The tensor will be added to "in_channels", the third-to-the-last
dimension.
|
name
|
A name for the operation (optional).
|
Returns |
A Tensor . Has the same type as value .
|
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. Some content is licensed under the numpy license.
Last updated 2024-01-23 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-01-23 UTC."],[],[]]