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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 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
)
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tensorflow::ops::BiasAdd Class Reference\n\ntensorflow::ops::BiasAdd\n========================\n\n`#include \u003cnn_ops.h\u003e`\n\nAdds `bias` to `value`.\n\nSummary\n-------\n\nThis 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.\n\nArgs:\n\n- scope: A [Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- value: [Any](/versions/r2.14/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 `value`.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/bias-add/attrs#structtensorflow_1_1ops_1_1_bias_add_1_1_attrs)):\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\nReturns:\n\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): Broadcasted sum of `value` and `bias`.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [BiasAdd](#classtensorflow_1_1ops_1_1_bias_add_1a557f3731192ba1a1281f5e93feda8b09)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` value, ::`[tensorflow::Input](/versions/r2.14/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/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` value, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` bias, const `[BiasAdd::Attrs](/versions/r2.14/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/r2.14/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n| [output](#classtensorflow_1_1ops_1_1_bias_add_1a8894dda0cc6b6456db95a303256ccf38) | `::`[tensorflow::Output](/versions/r2.14/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/r2.14/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/r2.14/api_docs/cc/struct/tensorflow/ops/bias-add/attrs) | Optional attribute setters for [BiasAdd](/versions/r2.14/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```"]]
