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 ofvalue
andbias
.
Constructors and Destructors |
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BiasAdd(const ::tensorflow::Scope & scope, ::tensorflow::Input value, ::tensorflow::Input bias)
|
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BiasAdd(const ::tensorflow::Scope & scope, ::tensorflow::Input value, ::tensorflow::Input bias, const BiasAdd::Attrs & attrs)
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Public attributes |
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operation
|
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output
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Public functions |
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node() const
|
::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public static functions |
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DataFormat(StringPiece x)
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Structs |
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tensorflow:: |
Optional attribute setters for BiasAdd. |
Public attributes
operation
Operation operation
output
::tensorflow::Output output
Public functions
BiasAdd
BiasAdd( const ::tensorflow::Scope & scope, ::tensorflow::Input value, ::tensorflow::Input bias )
BiasAdd
BiasAdd( const ::tensorflow::Scope & scope, ::tensorflow::Input value, ::tensorflow::Input bias, const BiasAdd::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
DataFormat
Attrs DataFormat( StringPiece x )