Adds `bias` to `value`.
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.
Nested Classes
class | BiasAdd.Options | Optional attributes for BiasAdd
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Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
Output<T> |
asOutput()
Returns the symbolic handle of the tensor.
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static <T extends TType> BiasAdd<T> |
create(Scope scope, Operand<T> value, Operand<T> bias, Options... options)
Factory method to create a class wrapping a new BiasAdd operation.
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static BiasAdd.Options |
dataFormat(String dataFormat)
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Output<T> |
output()
Broadcasted sum of `value` and `bias`.
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Public Methods
public Output<T> asOutput ()
Returns the symbolic handle of the tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
public static BiasAdd<T> create (Scope scope, Operand<T> value, Operand<T> bias, Options... options)
Factory method to create a class wrapping a new BiasAdd operation.
Parameters
scope | current scope |
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value | Any number of dimensions. |
bias | 1-D with size the last dimension of `value`. |
options | carries optional attributes values |
Returns
- a new instance of BiasAdd
public static BiasAdd.Options dataFormat (String dataFormat)
Parameters
dataFormat | 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. |
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