org.bytedeco.javacpp

Class tensorflow.Conv3DBackpropFilterV2

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Conv3DBackpropFilterV2

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.Conv3DBackpropFilterV2
extends Pointer

Computes the gradients of 3-D convolution with respect to the filter. Arguments: * scope: A Scope object * input: Shape [batch, depth, rows, cols, in_channels]. * filter_sizes: An integer vector representing the tensor shape of filter, where filter is a 5-D [filter_depth, filter_height, filter_width, in_channels, out_channels] tensor. * out_backprop: Backprop signal of shape [batch, out_depth, out_rows, out_cols, out_channels]. * 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]. * dilations: 1-D tensor of length 5. 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: The output tensor.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.Conv3DBackpropFilterV2.Attrs Optional attribute setters for Conv3DBackpropFilterV2

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
Conv3DBackpropFilterV2(Pointer p) Pointer cast constructor.
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, BytePointer padding)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, BytePointer padding, tensorflow.Conv3DBackpropFilterV2.Attrs attrs)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, String padding)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, int[] strides, String padding, tensorflow.Conv3DBackpropFilterV2.Attrs attrs)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, BytePointer padding)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, BytePointer padding, tensorflow.Conv3DBackpropFilterV2.Attrs attrs)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, String padding)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntBuffer strides, String padding, tensorflow.Conv3DBackpropFilterV2.Attrs attrs)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, BytePointer padding)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, BytePointer padding, tensorflow.Conv3DBackpropFilterV2.Attrs attrs)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, String padding)
Conv3DBackpropFilterV2(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter_sizes, tensorflow.Input out_backprop, IntPointer strides, String padding, tensorflow.Conv3DBackpropFilterV2.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
static tensorflow.Conv3DBackpropFilterV2.Attrs	DataFormat(BytePointer x)
static tensorflow.Conv3DBackpropFilterV2.Attrs	DataFormat(String x)
static tensorflow.Conv3DBackpropFilterV2.Attrs	Dilations(int... x)
static tensorflow.Conv3DBackpropFilterV2.Attrs	Dilations(IntBuffer x)
static tensorflow.Conv3DBackpropFilterV2.Attrs	Dilations(IntPointer x)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.Conv3DBackpropFilterV2	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.Conv3DBackpropFilterV2	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

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(Pointer p)

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

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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.Conv3DBackpropFilterV2.Attrs attrs)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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.Conv3DBackpropFilterV2.Attrs attrs)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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.Conv3DBackpropFilterV2.Attrs attrs)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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.Conv3DBackpropFilterV2.Attrs attrs)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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.Conv3DBackpropFilterV2.Attrs attrs)

Conv3DBackpropFilterV2

public Conv3DBackpropFilterV2(@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.Conv3DBackpropFilterV2.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.Conv3DBackpropFilterV2.Attrs DataFormat(@tensorflow.StringPiece
                                                                         BytePointer x)

DataFormat

@ByVal
public static tensorflow.Conv3DBackpropFilterV2.Attrs DataFormat(@tensorflow.StringPiece
                                                                         String x)

Dilations

@ByVal
public static tensorflow.Conv3DBackpropFilterV2.Attrs Dilations(@tensorflow.ArraySlice
                                                                        IntPointer x)

Dilations

@ByVal
public static tensorflow.Conv3DBackpropFilterV2.Attrs Dilations(@tensorflow.ArraySlice
                                                                        IntBuffer x)

Dilations

@ByVal
public static tensorflow.Conv3DBackpropFilterV2.Attrs Dilations(@tensorflow.ArraySlice
                                                                        int... x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Conv3DBackpropFilterV2 operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.Conv3DBackpropFilterV2 output(tensorflow.Output output)