org.tensorflow.op.core

Class MaxPoolV2<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.MaxPoolV2<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class MaxPoolV2<T>
extends PrimitiveOp
implements Operand<T>

Performs max pooling on the input.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MaxPoolV2.Options Optional attributes for MaxPoolV2

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> MaxPoolV2<T>	create(Scope scope, Operand<T> input, Operand<Integer> ksize, Operand<Integer> strides, String padding, MaxPoolV2.Options... options) Factory method to create a class to wrap a new MaxPoolV2 operation to the graph.
static MaxPoolV2.Options	dataFormat(String dataFormat)
Output<T>	output() The max pooled output tensor.

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> MaxPoolV2<T> create(Scope scope,
                                      Operand<T> input,
                                      Operand<Integer> ksize,
                                      Operand<Integer> strides,
                                      String padding,
                                      MaxPoolV2.Options... options)

Factory method to create a class to wrap a new MaxPoolV2 operation to the graph.

Parameters:

scope - current graph scope

input - 4-D input to pool over.

ksize - The size of the window for each dimension of the input tensor.

strides - The stride of the sliding window for each dimension of the input tensor.

padding - The type of padding algorithm to use.

options - carries optional attributes values

Returns:

a new instance of MaxPoolV2

dataFormat

public static MaxPoolV2.Options dataFormat(String dataFormat)

Parameters:

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].

output

public Output<T> output()

The max pooled output tensor.

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)