org.bytedeco.tensorflow

Class MaxPool3D

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.MaxPool3D

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class MaxPool3D
extends Pointer

Performs 3D max pooling on the input. Arguments: * scope: A Scope object * input: Shape [batch, depth, rows, cols, channels] tensor to pool over. * ksize: 1-D tensor of length 5. The size of the window for each dimension of the input tensor. Must have ksize[0] = ksize[4] = 1. * strides: 1-D tensor of length 5. The stride of the sliding window for each dimension of input. Must have strides[0] = strides[4] = 1. * padding: The type of padding algorithm to use. Optional attributes (see Attrs): * data_format: The data format of the input and output data. With the default format "NDHWC", the data is stored in the order of: [batch, in_depth, in_height, in_width, in_channels]. Alternatively, the format could be "NCDHW", the data storage order is: [batch, in_channels, in_depth, in_height, in_width]. Returns: * Output: The max pooled output tensor.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MaxPool3D.Attrs Optional attribute setters for MaxPool3D

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
MaxPool3D(Pointer p) Pointer cast constructor.
MaxPool3D(Scope scope, Input input, int[] ksize, int[] strides, BytePointer padding)
MaxPool3D(Scope scope, Input input, int[] ksize, int[] strides, BytePointer padding, MaxPool3D.Attrs attrs)
MaxPool3D(Scope scope, Input input, int[] ksize, int[] strides, String padding)
MaxPool3D(Scope scope, Input input, int[] ksize, int[] strides, String padding, MaxPool3D.Attrs attrs)
MaxPool3D(Scope scope, Input input, IntBuffer ksize, IntBuffer strides, BytePointer padding)
MaxPool3D(Scope scope, Input input, IntBuffer ksize, IntBuffer strides, BytePointer padding, MaxPool3D.Attrs attrs)
MaxPool3D(Scope scope, Input input, IntBuffer ksize, IntBuffer strides, String padding)
MaxPool3D(Scope scope, Input input, IntBuffer ksize, IntBuffer strides, String padding, MaxPool3D.Attrs attrs)
MaxPool3D(Scope scope, Input input, IntPointer ksize, IntPointer strides, BytePointer padding)
MaxPool3D(Scope scope, Input input, IntPointer ksize, IntPointer strides, BytePointer padding, MaxPool3D.Attrs attrs)
MaxPool3D(Scope scope, Input input, IntPointer ksize, IntPointer strides, String padding)
MaxPool3D(Scope scope, Input input, IntPointer ksize, IntPointer strides, String padding, MaxPool3D.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
static MaxPool3D.Attrs	DataFormat(BytePointer x)
static MaxPool3D.Attrs	DataFormat(String x)
Node	node()
Operation	operation()
MaxPool3D	operation(Operation setter)
Output	output()
MaxPool3D	output(Output setter)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

MaxPool3D

public MaxPool3D(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntPointer ksize,
                 @tensorflow.ArraySlice
                 IntPointer strides,
                 @tensorflow.StringPiece
                 BytePointer padding)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntBuffer ksize,
                 @tensorflow.ArraySlice
                 IntBuffer strides,
                 @tensorflow.StringPiece
                 String padding)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 int[] ksize,
                 @tensorflow.ArraySlice
                 int[] strides,
                 @tensorflow.StringPiece
                 BytePointer padding)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntPointer ksize,
                 @tensorflow.ArraySlice
                 IntPointer strides,
                 @tensorflow.StringPiece
                 String padding)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntBuffer ksize,
                 @tensorflow.ArraySlice
                 IntBuffer strides,
                 @tensorflow.StringPiece
                 BytePointer padding)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 int[] ksize,
                 @tensorflow.ArraySlice
                 int[] strides,
                 @tensorflow.StringPiece
                 String padding)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntPointer ksize,
                 @tensorflow.ArraySlice
                 IntPointer strides,
                 @tensorflow.StringPiece
                 BytePointer padding,
                 @Const @ByRef
                 MaxPool3D.Attrs attrs)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntBuffer ksize,
                 @tensorflow.ArraySlice
                 IntBuffer strides,
                 @tensorflow.StringPiece
                 String padding,
                 @Const @ByRef
                 MaxPool3D.Attrs attrs)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 int[] ksize,
                 @tensorflow.ArraySlice
                 int[] strides,
                 @tensorflow.StringPiece
                 BytePointer padding,
                 @Const @ByRef
                 MaxPool3D.Attrs attrs)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntPointer ksize,
                 @tensorflow.ArraySlice
                 IntPointer strides,
                 @tensorflow.StringPiece
                 String padding,
                 @Const @ByRef
                 MaxPool3D.Attrs attrs)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 IntBuffer ksize,
                 @tensorflow.ArraySlice
                 IntBuffer strides,
                 @tensorflow.StringPiece
                 BytePointer padding,
                 @Const @ByRef
                 MaxPool3D.Attrs attrs)

MaxPool3D

public MaxPool3D(@Const @ByRef
                 Scope scope,
                 @ByVal
                 Input input,
                 @tensorflow.ArraySlice
                 int[] ksize,
                 @tensorflow.ArraySlice
                 int[] strides,
                 @tensorflow.StringPiece
                 String padding,
                 @Const @ByRef
                 MaxPool3D.Attrs attrs)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public Input asInput()

node

public Node node()

DataFormat

@ByVal
public static MaxPool3D.Attrs DataFormat(@tensorflow.StringPiece
                                                 BytePointer x)

DataFormat

@ByVal
public static MaxPool3D.Attrs DataFormat(@tensorflow.StringPiece
                                                 String x)

operation

@ByRef
public Operation operation()

operation

public MaxPool3D operation(Operation setter)

output

@ByRef
public Output output()

output

public MaxPool3D output(Output setter)