org.tensorflow.op.core

Class BiasAdd<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.BiasAdd<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class BiasAdd<T>
extends PrimitiveOp
implements Operand<T>

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 Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	BiasAdd.Options Optional attributes for BiasAdd

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> BiasAdd<T>	create(Scope scope, Operand<T> value, Operand<T> bias, BiasAdd.Options... options) Factory method to create a class to wrap a new BiasAdd operation to the graph.
static BiasAdd.Options	dataFormat(String dataFormat)
Output<T>	output() Broadcasted sum of `value` and `bias`.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> BiasAdd<T> create(Scope scope,
                                    Operand<T> value,
                                    Operand<T> bias,
                                    BiasAdd.Options... options)

Factory method to create a class to wrap a new BiasAdd operation to the graph.

Parameters:

scope - current graph scope

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

dataFormat

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.

output

public Output<T> output()

Broadcasted sum of `value` and `bias`.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a 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.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)