org.bytedeco.javacpp

Class tensorflow.Reverse

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Reverse

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Reverses specific dimensions of a tensor. NOTE tf.reverse has now changed behavior in preparation for 1.0. tf.reverse_v2 is currently an alias that will be deprecated before TF 1.0. Given a tensor, and a int32 tensor axis representing the set of dimensions of tensor to reverse. This operation reverses each dimension i for which there exists j s.t. axis[j] == i. tensor can have up to 8 dimensions. The number of dimensions specified in axis may be 0 or more entries. If an index is specified more than once, a InvalidArgument error is raised. For example:

  # tensor 't' is [[[[ 0,  1,  2,  3],
  #                  [ 4,  5,  6,  7],
  #                  [ 8,  9, 10, 11]],
  #                 [[12, 13, 14, 15],
  #                  [16, 17, 18, 19],
  #                  [20, 21, 22, 23]]]]
  # tensor 't' shape is [1, 2, 3, 4]
 
  # 'dims' is [3] or 'dims' is [-1]
  reverse(t, dims) ==> [[[[ 3,  2,  1,  0],
                          [ 7,  6,  5,  4],
                          [ 11, 10, 9, 8]],
                         [[15, 14, 13, 12],
                          [19, 18, 17, 16],
                          [23, 22, 21, 20]]]]
 
  # 'dims' is '[1]' (or 'dims' is '[-3]')
  reverse(t, dims) ==> [[[[12, 13, 14, 15],
                          [16, 17, 18, 19],
                          [20, 21, 22, 23]
                         [[ 0,  1,  2,  3],
                          [ 4,  5,  6,  7],
                          [ 8,  9, 10, 11]]]]
 
  # 'dims' is '[2]' (or 'dims' is '[-2]')
  reverse(t, dims) ==> [[[[8, 9, 10, 11],
                          [4, 5, 6, 7],
                          [0, 1, 2, 3]]
                         [[20, 21, 22, 23],
                          [16, 17, 18, 19],
                          [12, 13, 14, 15]]]]
  

Arguments: * scope: A Scope object * tensor: Up to 8-D. * axis: 1-D. The indices of the dimensions to reverse. Must be in the range [-rank(tensor), rank(tensor)). Returns: * Output: The same shape as tensor.

Nested Class Summary

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
Reverse(Pointer p) Pointer cast constructor.
Reverse(tensorflow.Scope scope, tensorflow.Input tensor, tensorflow.Input axis)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.Reverse	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.Reverse	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

Reverse

public Reverse(Pointer p)

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

Reverse

public Reverse(@Const @ByRef
               tensorflow.Scope scope,
               @ByVal
               tensorflow.Input tensor,
               @ByVal
               tensorflow.Input axis)

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()

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Reverse operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.Reverse output(tensorflow.Output output)