org.bytedeco.tensorflow

Class Conv2DBackpropInput

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.Conv2DBackpropInput

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class Conv2DBackpropInput
extends Pointer

Computes the gradients of convolution with respect to the input. Arguments: * scope: A Scope object * input_sizes: An integer vector representing the shape of input, where input is a 4-D [batch, height, width, channels] tensor. * filter: 4-D with shape [filter_height, filter_width, in_channels, out_channels]. * out_backprop: 4-D with shape [batch, out_height, out_width, out_channels]. Gradients w.r.t. the output of the convolution. * strides: The stride of the sliding window for each dimension of the input of the convolution. Must be in the same order as the dimension specified with format. * padding: The type of padding algorithm to use. Optional attributes (see Attrs): * explicit_paddings: If padding is "EXPLICIT", the list of explicit padding amounts. For the ith dimension, the amount of padding inserted before and after the dimension is explicit_paddings[2 * i] and explicit_paddings[2 * i + 1], respectively. If padding is not "EXPLICIT", explicit_paddings must be empty. * 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]. * dilations: 1-D tensor of length 4. The dilation factor for each dimension of input. If set to k > 1, there will be k-1 skipped cells between each filter element on that dimension. The dimension order is determined by the value of data_format, see above for details. Dilations in the batch and depth dimensions must be 1. Returns: * Output: 4-D with shape [batch, in_height, in_width, in_channels]. Gradient w.r.t. the input of the convolution.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Conv2DBackpropInput.Attrs Optional attribute setters for Conv2DBackpropInput

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
Conv2DBackpropInput(Pointer p) Pointer cast constructor.
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, int[] strides, BytePointer padding)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, int[] strides, BytePointer padding, Conv2DBackpropInput.Attrs attrs)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, int[] strides, String padding)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, int[] strides, String padding, Conv2DBackpropInput.Attrs attrs)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntBuffer strides, BytePointer padding)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntBuffer strides, BytePointer padding, Conv2DBackpropInput.Attrs attrs)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntBuffer strides, String padding)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntBuffer strides, String padding, Conv2DBackpropInput.Attrs attrs)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntPointer strides, BytePointer padding)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntPointer strides, BytePointer padding, Conv2DBackpropInput.Attrs attrs)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntPointer strides, String padding)
Conv2DBackpropInput(Scope scope, Input input_sizes, Input filter, Input out_backprop, IntPointer strides, String padding, Conv2DBackpropInput.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
static Conv2DBackpropInput.Attrs	DataFormat(BytePointer x)
static Conv2DBackpropInput.Attrs	DataFormat(String x)
static Conv2DBackpropInput.Attrs	Dilations(int... x)
static Conv2DBackpropInput.Attrs	Dilations(IntBuffer x)
static Conv2DBackpropInput.Attrs	Dilations(IntPointer x)
static Conv2DBackpropInput.Attrs	ExplicitPaddings(int... x)
static Conv2DBackpropInput.Attrs	ExplicitPaddings(IntBuffer x)
static Conv2DBackpropInput.Attrs	ExplicitPaddings(IntPointer x)
Node	node()
Operation	operation()
Conv2DBackpropInput	operation(Operation setter)
Output	output()
Conv2DBackpropInput	output(Output setter)
static Conv2DBackpropInput.Attrs	UseCudnnOnGpu(boolean x)

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

Conv2DBackpropInput

public Conv2DBackpropInput(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntPointer strides,
                           @tensorflow.StringPiece
                           BytePointer padding)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntBuffer strides,
                           @tensorflow.StringPiece
                           String padding)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           int[] strides,
                           @tensorflow.StringPiece
                           BytePointer padding)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntPointer strides,
                           @tensorflow.StringPiece
                           String padding)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntBuffer strides,
                           @tensorflow.StringPiece
                           BytePointer padding)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           int[] strides,
                           @tensorflow.StringPiece
                           String padding)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntPointer strides,
                           @tensorflow.StringPiece
                           BytePointer padding,
                           @Const @ByRef
                           Conv2DBackpropInput.Attrs attrs)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntBuffer strides,
                           @tensorflow.StringPiece
                           String padding,
                           @Const @ByRef
                           Conv2DBackpropInput.Attrs attrs)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           int[] strides,
                           @tensorflow.StringPiece
                           BytePointer padding,
                           @Const @ByRef
                           Conv2DBackpropInput.Attrs attrs)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntPointer strides,
                           @tensorflow.StringPiece
                           String padding,
                           @Const @ByRef
                           Conv2DBackpropInput.Attrs attrs)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           IntBuffer strides,
                           @tensorflow.StringPiece
                           BytePointer padding,
                           @Const @ByRef
                           Conv2DBackpropInput.Attrs attrs)

Conv2DBackpropInput

public Conv2DBackpropInput(@Const @ByRef
                           Scope scope,
                           @ByVal
                           Input input_sizes,
                           @ByVal
                           Input filter,
                           @ByVal
                           Input out_backprop,
                           @tensorflow.ArraySlice
                           int[] strides,
                           @tensorflow.StringPiece
                           String padding,
                           @Const @ByRef
                           Conv2DBackpropInput.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()

UseCudnnOnGpu

@ByVal
public static Conv2DBackpropInput.Attrs UseCudnnOnGpu(@Cast(value="bool")
                                                              boolean x)

ExplicitPaddings

@ByVal
public static Conv2DBackpropInput.Attrs ExplicitPaddings(@tensorflow.ArraySlice
                                                                 IntPointer x)

ExplicitPaddings

@ByVal
public static Conv2DBackpropInput.Attrs ExplicitPaddings(@tensorflow.ArraySlice
                                                                 IntBuffer x)

ExplicitPaddings

@ByVal
public static Conv2DBackpropInput.Attrs ExplicitPaddings(@tensorflow.ArraySlice
                                                                 int... x)

DataFormat

@ByVal
public static Conv2DBackpropInput.Attrs DataFormat(@tensorflow.StringPiece
                                                           BytePointer x)

DataFormat

@ByVal
public static Conv2DBackpropInput.Attrs DataFormat(@tensorflow.StringPiece
                                                           String x)

Dilations

@ByVal
public static Conv2DBackpropInput.Attrs Dilations(@tensorflow.ArraySlice
                                                          IntPointer x)

Dilations

@ByVal
public static Conv2DBackpropInput.Attrs Dilations(@tensorflow.ArraySlice
                                                          IntBuffer x)

Dilations

@ByVal
public static Conv2DBackpropInput.Attrs Dilations(@tensorflow.ArraySlice
                                                          int... x)

operation

@ByRef
public Operation operation()

operation

public Conv2DBackpropInput operation(Operation setter)

output

@ByRef
public Output output()

output

public Conv2DBackpropInput output(Output setter)