@Namespace(value="tensorflow::ops") @NoOffset @Properties(inherit=tensorflow.class) public class Conv3D extends Pointer
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.Modifier and Type | Class and Description |
---|---|
static class |
Conv3D.Attrs
Optional attribute setters for Conv3D
|
Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter
Constructor and Description |
---|
Conv3D(Pointer p)
Pointer cast constructor.
|
Conv3D(Scope scope,
Input input,
Input filter,
int[] strides,
BytePointer padding) |
Conv3D(Scope scope,
Input input,
Input filter,
int[] strides,
BytePointer padding,
Conv3D.Attrs attrs) |
Conv3D(Scope scope,
Input input,
Input filter,
int[] strides,
String padding) |
Conv3D(Scope scope,
Input input,
Input filter,
int[] strides,
String padding,
Conv3D.Attrs attrs) |
Conv3D(Scope scope,
Input input,
Input filter,
IntBuffer strides,
BytePointer padding) |
Conv3D(Scope scope,
Input input,
Input filter,
IntBuffer strides,
BytePointer padding,
Conv3D.Attrs attrs) |
Conv3D(Scope scope,
Input input,
Input filter,
IntBuffer strides,
String padding) |
Conv3D(Scope scope,
Input input,
Input filter,
IntBuffer strides,
String padding,
Conv3D.Attrs attrs) |
Conv3D(Scope scope,
Input input,
Input filter,
IntPointer strides,
BytePointer padding) |
Conv3D(Scope scope,
Input input,
Input filter,
IntPointer strides,
BytePointer padding,
Conv3D.Attrs attrs) |
Conv3D(Scope scope,
Input input,
Input filter,
IntPointer strides,
String padding) |
Conv3D(Scope scope,
Input input,
Input filter,
IntPointer strides,
String padding,
Conv3D.Attrs attrs) |
Modifier and Type | Method and Description |
---|---|
Input |
asInput() |
Output |
asOutput() |
static Conv3D.Attrs |
DataFormat(BytePointer x) |
static Conv3D.Attrs |
DataFormat(String x) |
static Conv3D.Attrs |
Dilations(int... x) |
static Conv3D.Attrs |
Dilations(IntBuffer x) |
static Conv3D.Attrs |
Dilations(IntPointer x) |
Node |
node() |
Operation |
operation() |
Conv3D |
operation(Operation setter) |
Output |
output() |
Conv3D |
output(Output setter) |
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
public Conv3D(Pointer p)
Pointer(Pointer)
.public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece BytePointer padding)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece String padding)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece BytePointer padding)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece String padding)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece BytePointer padding)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece String padding)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece BytePointer padding, @Const @ByRef Conv3D.Attrs attrs)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece String padding, @Const @ByRef Conv3D.Attrs attrs)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece BytePointer padding, @Const @ByRef Conv3D.Attrs attrs)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece String padding, @Const @ByRef Conv3D.Attrs attrs)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece BytePointer padding, @Const @ByRef Conv3D.Attrs attrs)
public Conv3D(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece String padding, @Const @ByRef Conv3D.Attrs attrs)
public Node node()
@ByVal public static Conv3D.Attrs DataFormat(@tensorflow.StringPiece BytePointer x)
@ByVal public static Conv3D.Attrs DataFormat(@tensorflow.StringPiece String x)
@ByVal public static Conv3D.Attrs Dilations(@tensorflow.ArraySlice IntPointer x)
@ByVal public static Conv3D.Attrs Dilations(@tensorflow.ArraySlice IntBuffer x)
@ByVal public static Conv3D.Attrs Dilations(@tensorflow.ArraySlice int... x)
Copyright © 2022. All rights reserved.