org.bytedeco.javacpp

Class tensorflow.FusedResizeAndPadConv2D

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.FusedResizeAndPadConv2D

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.FusedResizeAndPadConv2D
extends Pointer

Performs a resize and padding as a preprocess during a convolution. It's often possible to do spatial transformations more efficiently as part of the packing stage of a convolution, so this op allows for an optimized implementation where these stages are fused together. This prevents the need to write out the intermediate results as whole tensors, reducing memory pressure, and we can get some latency gains by merging the transformation calculations. The data_format attribute for Conv2D isn't supported by this op, and defaults to 'NHWC' order. Internally this op uses a single per-graph scratch buffer, which means that it will block if multiple versions are being run in parallel. This is because this operator is primarily an optimization to minimize memory usage. Arguments: * scope: A Scope object * input: 4-D with shape [batch, in_height, in_width, in_channels]. * size: A 1-D int32 Tensor of 2 elements: new_height, new_width. The new size for the images. * paddings: A two-column matrix specifying the padding sizes. The number of rows must be the same as the rank of input. * filter: 4-D with shape [filter_height, filter_width, in_channels, out_channels]. * strides: 1-D of length 4. The stride of the sliding window for each dimension of input. Must be in the same order as the dimension specified with format. * padding: The type of padding algorithm to use. Optional attributes (see Attrs): * resize_align_corners: If true, the centers of the 4 corner pixels of the input and output tensors are aligned, preserving the values at the corner pixels. Defaults to false. Returns: * Output: The output tensor.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.FusedResizeAndPadConv2D.Attrs Optional attribute setters for FusedResizeAndPadConv2D

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
FusedResizeAndPadConv2D(Pointer p) Pointer cast constructor.
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, BytePointer mode, int[] strides, BytePointer padding)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, BytePointer mode, int[] strides, BytePointer padding, tensorflow.FusedResizeAndPadConv2D.Attrs attrs)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, BytePointer mode, IntBuffer strides, BytePointer padding)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, BytePointer mode, IntBuffer strides, BytePointer padding, tensorflow.FusedResizeAndPadConv2D.Attrs attrs)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, BytePointer mode, IntPointer strides, BytePointer padding)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, BytePointer mode, IntPointer strides, BytePointer padding, tensorflow.FusedResizeAndPadConv2D.Attrs attrs)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, String mode, int[] strides, String padding)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, String mode, int[] strides, String padding, tensorflow.FusedResizeAndPadConv2D.Attrs attrs)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, String mode, IntBuffer strides, String padding)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, String mode, IntBuffer strides, String padding, tensorflow.FusedResizeAndPadConv2D.Attrs attrs)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, String mode, IntPointer strides, String padding)
FusedResizeAndPadConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input size, tensorflow.Input paddings, tensorflow.Input filter, String mode, IntPointer strides, String padding, tensorflow.FusedResizeAndPadConv2D.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.FusedResizeAndPadConv2D	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.FusedResizeAndPadConv2D	output(tensorflow.Output output)
static tensorflow.FusedResizeAndPadConv2D.Attrs	ResizeAlignCorners(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, 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

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(Pointer p)

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

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               BytePointer mode,
                               @tensorflow.ArraySlice
                               IntPointer strides,
                               @tensorflow.StringPiece
                               BytePointer padding)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               String mode,
                               @tensorflow.ArraySlice
                               IntBuffer strides,
                               @tensorflow.StringPiece
                               String padding)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               BytePointer mode,
                               @tensorflow.ArraySlice
                               int[] strides,
                               @tensorflow.StringPiece
                               BytePointer padding)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               String mode,
                               @tensorflow.ArraySlice
                               IntPointer strides,
                               @tensorflow.StringPiece
                               String padding)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               BytePointer mode,
                               @tensorflow.ArraySlice
                               IntBuffer strides,
                               @tensorflow.StringPiece
                               BytePointer padding)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               String mode,
                               @tensorflow.ArraySlice
                               int[] strides,
                               @tensorflow.StringPiece
                               String padding)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               BytePointer mode,
                               @tensorflow.ArraySlice
                               IntPointer strides,
                               @tensorflow.StringPiece
                               BytePointer padding,
                               @Const @ByRef
                               tensorflow.FusedResizeAndPadConv2D.Attrs attrs)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               String mode,
                               @tensorflow.ArraySlice
                               IntBuffer strides,
                               @tensorflow.StringPiece
                               String padding,
                               @Const @ByRef
                               tensorflow.FusedResizeAndPadConv2D.Attrs attrs)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               BytePointer mode,
                               @tensorflow.ArraySlice
                               int[] strides,
                               @tensorflow.StringPiece
                               BytePointer padding,
                               @Const @ByRef
                               tensorflow.FusedResizeAndPadConv2D.Attrs attrs)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               String mode,
                               @tensorflow.ArraySlice
                               IntPointer strides,
                               @tensorflow.StringPiece
                               String padding,
                               @Const @ByRef
                               tensorflow.FusedResizeAndPadConv2D.Attrs attrs)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               BytePointer mode,
                               @tensorflow.ArraySlice
                               IntBuffer strides,
                               @tensorflow.StringPiece
                               BytePointer padding,
                               @Const @ByRef
                               tensorflow.FusedResizeAndPadConv2D.Attrs attrs)

FusedResizeAndPadConv2D

public FusedResizeAndPadConv2D(@Const @ByRef
                               tensorflow.Scope scope,
                               @ByVal
                               tensorflow.Input input,
                               @ByVal
                               tensorflow.Input size,
                               @ByVal
                               tensorflow.Input paddings,
                               @ByVal
                               tensorflow.Input filter,
                               @tensorflow.StringPiece
                               String mode,
                               @tensorflow.ArraySlice
                               int[] strides,
                               @tensorflow.StringPiece
                               String padding,
                               @Const @ByRef
                               tensorflow.FusedResizeAndPadConv2D.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()

ResizeAlignCorners

@ByVal
public static tensorflow.FusedResizeAndPadConv2D.Attrs ResizeAlignCorners(@Cast(value="bool")
                                                                                  boolean x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.FusedResizeAndPadConv2D operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.FusedResizeAndPadConv2D output(tensorflow.Output output)