org.bytedeco.javacpp

Class tensorflow.DepthwiseConv2dNativeBackpropFilter

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.DepthwiseConv2dNativeBackpropFilter

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.DepthwiseConv2dNativeBackpropFilter
extends Pointer

Computes the gradients of depthwise convolution with respect to the filter. Arguments: * scope: A Scope object * input: 4-D with shape based on data_format. For example, if data_format is 'NHWC' then input is a 4-D [batch, in_height, in_width, in_channels] tensor. * filter_sizes: An integer vector representing the tensor shape of filter, where filter is a 4-D [filter_height, filter_width, in_channels, depthwise_multiplier] tensor. * out_backprop: 4-D with shape based on data_format. For example, if data_format is 'NHWC' then out_backprop shape is [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. * 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, height, width, channels]. Alternatively, the format could be "NCHW", the data storage order of: [batch, channels, height, 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 [filter_height, filter_width, in_channels, out_channels]. Gradient w.r.t. the filter input of the convolution.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs Optional attribute setters for DepthwiseConv2dNativeBackpropFilter

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
DepthwiseConv2dNativeBackpropFilter(Pointer p) Pointer cast constructor.
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, BytePointer padding)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, BytePointer padding, tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, String padding)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, String padding, tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, BytePointer padding)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, BytePointer padding, tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, String padding)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, String padding, tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, BytePointer padding)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, BytePointer padding, tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, String padding)
DepthwiseConv2dNativeBackpropFilter(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, String padding, tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs	DataFormat(BytePointer x)
static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs	DataFormat(String x)
static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs	Dilations(int... x)
static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs	Dilations(IntBuffer x)
static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs	Dilations(IntPointer x)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.DepthwiseConv2dNativeBackpropFilter	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.DepthwiseConv2dNativeBackpropFilter	output(tensorflow.Output output)

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, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntPointer strides,
                                           @tensorflow.StringPiece
                                           BytePointer padding)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntBuffer strides,
                                           @tensorflow.StringPiece
                                           String padding)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           int[] strides,
                                           @tensorflow.StringPiece
                                           BytePointer padding)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntPointer strides,
                                           @tensorflow.StringPiece
                                           String padding)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntBuffer strides,
                                           @tensorflow.StringPiece
                                           BytePointer padding)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           int[] strides,
                                           @tensorflow.StringPiece
                                           String padding)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntPointer strides,
                                           @tensorflow.StringPiece
                                           BytePointer padding,
                                           @Const @ByRef
                                           tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntBuffer strides,
                                           @tensorflow.StringPiece
                                           String padding,
                                           @Const @ByRef
                                           tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           int[] strides,
                                           @tensorflow.StringPiece
                                           BytePointer padding,
                                           @Const @ByRef
                                           tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntPointer strides,
                                           @tensorflow.StringPiece
                                           String padding,
                                           @Const @ByRef
                                           tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           IntBuffer strides,
                                           @tensorflow.StringPiece
                                           BytePointer padding,
                                           @Const @ByRef
                                           tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

DepthwiseConv2dNativeBackpropFilter

public DepthwiseConv2dNativeBackpropFilter(@Const @ByRef
                                           tensorflow.Scope scope,
                                           @ByVal
                                           tensorflow.Input input,
                                           @ByVal
                                           tensorflow.Input filter_sizes,
                                           @ByVal
                                           tensorflow.Input out_backprop,
                                           @tensorflow.ArraySlice
                                           int[] strides,
                                           @tensorflow.StringPiece
                                           String padding,
                                           @Const @ByRef
                                           tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs attrs)

Method Detail

asOutput

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

asInput

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

node

public tensorflow.Node node()

DataFormat

@ByVal
public static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs DataFormat(@tensorflow.StringPiece
                                                                                      BytePointer x)

DataFormat

@ByVal
public static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs DataFormat(@tensorflow.StringPiece
                                                                                      String x)

Dilations

@ByVal
public static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs Dilations(@tensorflow.ArraySlice
                                                                                     IntPointer x)

Dilations

@ByVal
public static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs Dilations(@tensorflow.ArraySlice
                                                                                     IntBuffer x)

Dilations

@ByVal
public static tensorflow.DepthwiseConv2dNativeBackpropFilter.Attrs Dilations(@tensorflow.ArraySlice
                                                                                     int... x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.DepthwiseConv2dNativeBackpropFilter operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.DepthwiseConv2dNativeBackpropFilter output(tensorflow.Output output)