org.bytedeco.javacpp

Class tensorflow.Conv3D

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Conv3D

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.Conv3D
extends Pointer

Computes a 3-D convolution given 5-D input and filter tensors. In signal processing, cross-correlation is a measure of similarity of two waveforms as a function of a time-lag applied to one of them. This is also known as a sliding dot product or sliding inner-product. Our Conv3D implements a form of cross-correlation. Arguments: * scope: A Scope object * input: Shape [batch, in_depth, in_height, in_width, in_channels]. * filter: Shape [filter_depth, filter_height, filter_width, in_channels, out_channels]. in_channels must match between input and filter. * 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.Conv3D.Attrs Optional attribute setters for Conv3D

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
Conv3D(Pointer p) Pointer cast constructor.
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, int[] strides, BytePointer padding)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, int[] strides, BytePointer padding, tensorflow.Conv3D.Attrs attrs)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, int[] strides, String padding)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, int[] strides, String padding, tensorflow.Conv3D.Attrs attrs)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntBuffer strides, BytePointer padding)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntBuffer strides, BytePointer padding, tensorflow.Conv3D.Attrs attrs)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntBuffer strides, String padding)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntBuffer strides, String padding, tensorflow.Conv3D.Attrs attrs)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntPointer strides, BytePointer padding)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntPointer strides, BytePointer padding, tensorflow.Conv3D.Attrs attrs)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntPointer strides, String padding)
Conv3D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, IntPointer strides, String padding, tensorflow.Conv3D.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
static tensorflow.Conv3D.Attrs	DataFormat(BytePointer x)
static tensorflow.Conv3D.Attrs	DataFormat(String x)
static tensorflow.Conv3D.Attrs	Dilations(int... x)
static tensorflow.Conv3D.Attrs	Dilations(IntBuffer x)
static tensorflow.Conv3D.Attrs	Dilations(IntPointer x)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.Conv3D	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.Conv3D	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

Conv3D

public Conv3D(Pointer p)

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

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntPointer strides,
              @tensorflow.StringPiece
              BytePointer padding)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntBuffer strides,
              @tensorflow.StringPiece
              String padding)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              int[] strides,
              @tensorflow.StringPiece
              BytePointer padding)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntPointer strides,
              @tensorflow.StringPiece
              String padding)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntBuffer strides,
              @tensorflow.StringPiece
              BytePointer padding)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              int[] strides,
              @tensorflow.StringPiece
              String padding)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntPointer strides,
              @tensorflow.StringPiece
              BytePointer padding,
              @Const @ByRef
              tensorflow.Conv3D.Attrs attrs)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntBuffer strides,
              @tensorflow.StringPiece
              String padding,
              @Const @ByRef
              tensorflow.Conv3D.Attrs attrs)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              int[] strides,
              @tensorflow.StringPiece
              BytePointer padding,
              @Const @ByRef
              tensorflow.Conv3D.Attrs attrs)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntPointer strides,
              @tensorflow.StringPiece
              String padding,
              @Const @ByRef
              tensorflow.Conv3D.Attrs attrs)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              IntBuffer strides,
              @tensorflow.StringPiece
              BytePointer padding,
              @Const @ByRef
              tensorflow.Conv3D.Attrs attrs)

Conv3D

public Conv3D(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input filter,
              @tensorflow.ArraySlice
              int[] strides,
              @tensorflow.StringPiece
              String padding,
              @Const @ByRef
              tensorflow.Conv3D.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.Conv3D.Attrs DataFormat(@tensorflow.StringPiece
                                                         BytePointer x)

DataFormat

@ByVal
public static tensorflow.Conv3D.Attrs DataFormat(@tensorflow.StringPiece
                                                         String x)

Dilations

@ByVal
public static tensorflow.Conv3D.Attrs Dilations(@tensorflow.ArraySlice
                                                        IntPointer x)

Dilations

@ByVal
public static tensorflow.Conv3D.Attrs Dilations(@tensorflow.ArraySlice
                                                        IntBuffer x)

Dilations

@ByVal
public static tensorflow.Conv3D.Attrs Dilations(@tensorflow.ArraySlice
                                                        int... x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Conv3D operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.Conv3D output(tensorflow.Output output)