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tensorflow::
ops::
BiasAdd
#include <nn_ops.h>
Adds
bias
to
value
.
Summary
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:
-
scope: A
Scope
object
-
value:
Any
number of dimensions.
-
bias: 1-D with size the last dimension of
value
.
Optional attributes (see
Attrs
):
-
data_format: 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.
Returns:
-
Output
: Broadcasted sum of
value
and
bias
.
Public static functions
|
DataFormat
(StringPiece x)
|
|
Public attributes
Public functions
node
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Attrs DataFormat(
StringPiece x
)
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 2021-05-14 UTC.
[null,null,["Last updated 2021-05-14 UTC."],[],[],null,["# tensorflow::ops::BiasAdd Class Reference\n\ntensorflow::\nops::\nBiasAdd\n==========================\n\n`\n#include \u003cnn_ops.h\u003e\n`\n\n\nAdds\n`\nbias\n`\nto\n`\nvalue\n`\n.\n\nSummary\n-------\n\n\nThis is a special case of\n`\ntf.add\n`\nwhere\n`\nbias\n`\nis restricted to be 1-D. Broadcasting is supported, so\n`\nvalue\n`\nmay have any number of dimensions.\n\n\nArgs:\n\n- scope: A [Scope](/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- value: [Any](/versions/r2.5/api_docs/cc/class/tensorflow/ops/any#classtensorflow_1_1ops_1_1_any) number of dimensions.\n- bias: 1-D with size the last dimension of `\n value\n ` .\n\n\u003cbr /\u003e\n\n\nOptional attributes (see\n`\n`[Attrs](/versions/r2.5/api_docs/cc/struct/tensorflow/ops/bias-add/attrs#structtensorflow_1_1ops_1_1_bias_add_1_1_attrs)`\n`\n):\n\n- data_format: 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.\n\n\u003cbr /\u003e\n\n\nReturns:\n\n- `\n `[Output](/versions/r2.5/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output)`\n ` : Broadcasted sum of `\n value\n ` and `\n bias\n ` .\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| ` `[BiasAdd](#classtensorflow_1_1ops_1_1_bias_add_1a557f3731192ba1a1281f5e93feda8b09)` (const :: `[tensorflow::Scope](/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, :: `[tensorflow::Input](/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` value, :: `[tensorflow::Input](/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` bias) ` ||\n| ` `[BiasAdd](#classtensorflow_1_1ops_1_1_bias_add_1a59db6709f414edec0beb3a52ea21a4ba)` (const :: `[tensorflow::Scope](/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, :: `[tensorflow::Input](/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` value, :: `[tensorflow::Input](/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` bias, const `[BiasAdd::Attrs](/versions/r2.5/api_docs/cc/struct/tensorflow/ops/bias-add/attrs#structtensorflow_1_1ops_1_1_bias_add_1_1_attrs)` & attrs) ` ||\n\n| ### Public attributes ||\n|--------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------|\n| ` `[operation](#classtensorflow_1_1ops_1_1_bias_add_1a4745da3d9a9423c0ddb653a80ba0b81e)` ` | ` `[Operation](/versions/r2.5/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation)` ` |\n| ` `[output](#classtensorflow_1_1ops_1_1_bias_add_1a8894dda0cc6b6456db95a303256ccf38)` ` | ` :: `[tensorflow::Output](/versions/r2.5/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output)` ` |\n\n| ### Public functions ||\n|------------------------------------------------------------------------------------------------------------------------|--------------------------|\n| ` `[node](#classtensorflow_1_1ops_1_1_bias_add_1a0be2c046b83f6a0710802e14a772e392)` () const ` | ` ::tensorflow::Node * ` |\n| ` `[operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_bias_add_1a8e189ec658d703610e8f20b60eae0498)` () const ` | ` ` |\n| ` `[operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_bias_add_1af1515b8af002cafdd40ef73b44794553)` () const ` | ` ` |\n\n| ### Public static functions ||\n|-------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------|\n| ` `[DataFormat](#classtensorflow_1_1ops_1_1_bias_add_1a48906c6a8a955f34d82526187493f433)` (StringPiece x) ` | ` `[Attrs](/versions/r2.5/api_docs/cc/struct/tensorflow/ops/bias-add/attrs#structtensorflow_1_1ops_1_1_bias_add_1_1_attrs)` ` |\n\n| ### Structs ||\n|-------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow:: ops:: BiasAdd:: Attrs](/versions/r2.5/api_docs/cc/struct/tensorflow/ops/bias-add/attrs) | Optional attribute setters for [BiasAdd](/versions/r2.5/api_docs/cc/class/tensorflow/ops/bias-add#classtensorflow_1_1ops_1_1_bias_add) . |\n\nPublic attributes\n-----------------\n\n### operation\n\n```text\nOperation operation\n``` \n\n### output\n\n```text\n::tensorflow::Output output\n``` \n\nPublic functions\n----------------\n\n### BiasAdd\n\n```gdscript\n BiasAdd(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input value,\n ::tensorflow::Input bias\n)\n``` \n\n### BiasAdd\n\n```gdscript\n BiasAdd(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input value,\n ::tensorflow::Input bias,\n const BiasAdd::Attrs & attrs\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n``` \n\nPublic static functions\n-----------------------\n\n### DataFormat\n\n```text\nAttrs DataFormat(\n StringPiece x\n)\n```"]]
