Class AvgPoolGrad.Inputs<T extends TNumber>

java.lang.Object

org.tensorflow.op.RawOpInputs<AvgPoolGrad<T>>

org.tensorflow.op.nn.AvgPoolGrad.Inputs<T>

Enclosing class:

AvgPoolGrad<T extends TNumber>

public static class AvgPoolGrad.Inputs<T extends TNumber>
extends RawOpInputs<AvgPoolGrad<T>>

Field Summary

Fields

Modifier and Type	Field	Description
final String	dataFormat	Specify the data format of the input and output data.
final Operand<T>	grad	4-D with shape [batch, height, width, channels].
final long[]	ksize	The size of the sliding window for each dimension of the input.
final Operand<TInt32>	origInputShape	1-D.
final String	padding	The type of padding algorithm to use.
final long[]	strides	The stride of the sliding window for each dimension of the input.
final DataType	T	The T attribute

Constructor Summary

Constructors

Constructor	Description
Inputs(GraphOperation op)

Method Summary

Methods inherited from class RawOpInputs

attributeMetadata, attributeNames, attributes, attributeValue, attributeValues, equals, getOutputs, hashCode, toString

Modifier and Type	Method	Description
AttributeMetadata	attributeMetadata(String name)	Get the metadata for an attribute
Set<String>	attributeNames()	Get the names of this op's attributes
OperationAttributeInspector	attributes()	Get an inspector for the operation's attributes.
AttrValue	attributeValue(String name)	Get the value of an attribute as an AttrValue proto.
Map<String, AttrValue>	attributeValues()	Get all attribute value protos
final boolean	equals(Object obj)
AvgPoolGrad<T>	getOutputs()	The outputs of this operation.
final int	hashCode()
final String	toString()

Methods inherited from class Object

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

Field Details

origInputShape

public final Operand<TInt32> origInputShape

1-D. Shape of the original input to avg_pool.

grad

public final Operand<T extends TNumber> grad

4-D with shape [batch, height, width, channels]. Gradients w.r.t. the output of avg_pool.

ksize

public final long[] ksize

The size of the sliding window for each dimension of the input.

strides

public final long[] strides

The stride of the sliding window for each dimension of the input.

padding

public final String padding

The type of padding algorithm to use.

dataFormat

public final String dataFormat

Specify the data format of the input and output data. With the default format "NHWC", the data is stored in the order of: [batch, in_height, in_width, in_channels]. Alternatively, the format could be "NCHW", the data storage order of: [batch, in_channels, in_height, in_width].

T

public final DataType T

The T attribute

Constructor Details

Inputs

public Inputs(GraphOperation op)