org.bytedeco.tensorflow

Class Where3

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.Where3

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class Where3
extends Pointer

Selects elements from x or y, depending on condition. The x, and y tensors must all have the same shape, and the output will also have that shape. The condition tensor must be a scalar if x and y are scalars. If x and y are vectors or higher rank, then condition must be either a scalar, a vector with size matching the first dimension of x, or must have the same shape as x. The condition tensor acts as a mask that chooses, based on the value at each element, whether the corresponding element / row in the output should be taken from x (if true) or y (if false). If condition is a vector and x and y are higher rank matrices, then it chooses which row (outer dimension) to copy from x and y. If condition has the same shape as x and y, then it chooses which element to copy from x and y. For example:

 python
  # 'condition' tensor is [[True,  False]
  #                        [False, True]]
  # 't' is [[1, 2],
  #         [3, 4]]
  # 'e' is [[5, 6],
  #         [7, 8]]
  select(condition, t, e)  # => [[1, 6], [7, 4]]
 
 
  # 'condition' tensor is [True, False]
  # 't' is [[1, 2],
  #         [3, 4]]
  # 'e' is [[5, 6],
  #         [7, 8]]
  select(condition, t, e) ==> [[1, 2],
                               [7, 8]]
 
  

Arguments: * scope: A Scope object * x: = A Tensor which may have the same shape as condition. If condition is rank 1, x may have higher rank, but its first dimension must match the size of condition. * y: = A Tensor with the same type and shape as x. Returns: * Output: = A Tensor with the same type and shape as x and y.

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
Where3(Pointer p) Pointer cast constructor.
Where3(Scope scope, Input condition, Input x, Input y)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
Node	node()
Operation	operation()
Where3	operation(Operation setter)
Output	output()
Where3	output(Output setter)

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, 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

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

Where3

public Where3(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

Where3

public Where3(@Const @ByRef
              Scope scope,
              @ByVal
              Input condition,
              @ByVal
              Input x,
              @ByVal
              Input y)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public Input asInput()

node

public Node node()

operation

@ByRef
public Operation operation()

operation

public Where3 operation(Operation setter)

output

@ByRef
public Output output()

output

public Where3 output(Output setter)