org.bytedeco.tensorflow

Class MaxPoolGrad

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.MaxPoolGrad

All Implemented Interfaces:

AutoCloseable

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

Computes gradients of the maxpooling function. Arguments: * scope: A Scope object * orig_input: The original input tensor. * orig_output: The original output tensor. * grad: 4-D. Gradients w.r.t. the output of max_pool. * 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. Optional attributes (see Attrs): * data_format: 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]. Returns: * Output: Gradients w.r.t. the input to max_pool.

Nested Class Summary

Nested Classes

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

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
MaxPoolGrad(Pointer p) Pointer cast constructor.
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, int[] ksize, int[] strides, BytePointer padding)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, int[] ksize, int[] strides, BytePointer padding, MaxPoolGrad.Attrs attrs)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, int[] ksize, int[] strides, String padding)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, int[] ksize, int[] strides, String padding, MaxPoolGrad.Attrs attrs)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntBuffer ksize, IntBuffer strides, BytePointer padding)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntBuffer ksize, IntBuffer strides, BytePointer padding, MaxPoolGrad.Attrs attrs)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntBuffer ksize, IntBuffer strides, String padding)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntBuffer ksize, IntBuffer strides, String padding, MaxPoolGrad.Attrs attrs)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntPointer ksize, IntPointer strides, BytePointer padding)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntPointer ksize, IntPointer strides, BytePointer padding, MaxPoolGrad.Attrs attrs)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntPointer ksize, IntPointer strides, String padding)
MaxPoolGrad(Scope scope, Input orig_input, Input orig_output, Input grad, IntPointer ksize, IntPointer strides, String padding, MaxPoolGrad.Attrs attrs)

Method Summary

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

MaxPoolGrad

public MaxPoolGrad(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntPointer ksize,
                   @tensorflow.ArraySlice
                   IntPointer strides,
                   @tensorflow.StringPiece
                   BytePointer padding)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntBuffer ksize,
                   @tensorflow.ArraySlice
                   IntBuffer strides,
                   @tensorflow.StringPiece
                   String padding)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   int[] ksize,
                   @tensorflow.ArraySlice
                   int[] strides,
                   @tensorflow.StringPiece
                   BytePointer padding)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntPointer ksize,
                   @tensorflow.ArraySlice
                   IntPointer strides,
                   @tensorflow.StringPiece
                   String padding)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntBuffer ksize,
                   @tensorflow.ArraySlice
                   IntBuffer strides,
                   @tensorflow.StringPiece
                   BytePointer padding)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   int[] ksize,
                   @tensorflow.ArraySlice
                   int[] strides,
                   @tensorflow.StringPiece
                   String padding)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntPointer ksize,
                   @tensorflow.ArraySlice
                   IntPointer strides,
                   @tensorflow.StringPiece
                   BytePointer padding,
                   @Const @ByRef
                   MaxPoolGrad.Attrs attrs)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntBuffer ksize,
                   @tensorflow.ArraySlice
                   IntBuffer strides,
                   @tensorflow.StringPiece
                   String padding,
                   @Const @ByRef
                   MaxPoolGrad.Attrs attrs)

MaxPoolGrad

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

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntPointer ksize,
                   @tensorflow.ArraySlice
                   IntPointer strides,
                   @tensorflow.StringPiece
                   String padding,
                   @Const @ByRef
                   MaxPoolGrad.Attrs attrs)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   IntBuffer ksize,
                   @tensorflow.ArraySlice
                   IntBuffer strides,
                   @tensorflow.StringPiece
                   BytePointer padding,
                   @Const @ByRef
                   MaxPoolGrad.Attrs attrs)

MaxPoolGrad

public MaxPoolGrad(@Const @ByRef
                   Scope scope,
                   @ByVal
                   Input orig_input,
                   @ByVal
                   Input orig_output,
                   @ByVal
                   Input grad,
                   @tensorflow.ArraySlice
                   int[] ksize,
                   @tensorflow.ArraySlice
                   int[] strides,
                   @tensorflow.StringPiece
                   String padding,
                   @Const @ByRef
                   MaxPoolGrad.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 MaxPoolGrad.Attrs DataFormat(@tensorflow.StringPiece
                                                   BytePointer x)

DataFormat

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

operation

@ByRef
public Operation operation()

operation

public MaxPoolGrad operation(Operation setter)

output

@ByRef
public Output output()

output

public MaxPoolGrad output(Output setter)