org.bytedeco.tensorflow

Class Cumprod

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.Cumprod

All Implemented Interfaces:

AutoCloseable

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

Compute the cumulative product of the tensor x along axis. By default, this op performs an inclusive cumprod, which means that the first element of the input is identical to the first element of the output:

 python
  tf.cumprod([a, b, c])  # => [a, a * b, a * b * c]
  

By setting the exclusive kwarg to True, an exclusive cumprod is performed instead:

 python
  tf.cumprod([a, b, c], exclusive=True)  # => [1, a, a * b]
  

By setting the reverse kwarg to True, the cumprod is performed in the opposite direction:

 python
  tf.cumprod([a, b, c], reverse=True)  # => [a * b * c, b * c, c]
  

This is more efficient than using separate tf.reverse ops. The reverse and exclusive kwargs can also be combined:

 python
  tf.cumprod([a, b, c], exclusive=True, reverse=True)  # => [b * c, c, 1]
  

Arguments: * scope: A Scope object * x: A Tensor. Must be one of the following types: float32, float64, int64, int32, uint8, uint16, int16, int8, complex64, complex128, qint8, quint8, qint32, half. * axis: A Tensor of type int32 (default: 0). Must be in the range [-rank(x), rank(x)). Optional attributes (see Attrs): * exclusive: If True, perform exclusive cumprod. * reverse: A bool (default: False). Returns: * Output: The out tensor.

Nested Class Summary

Nested Classes

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

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
Cumprod(Pointer p) Pointer cast constructor.
Cumprod(Scope scope, Input x, Input axis)
Cumprod(Scope scope, Input x, Input axis, Cumprod.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
static Cumprod.Attrs	Exclusive(boolean x)
Node	node()
Operation	operation()
Cumprod	operation(Operation setter)
Output	out()
Cumprod	out(Output setter)
static Cumprod.Attrs	Reverse(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, 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

Cumprod

public Cumprod(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

Cumprod

public Cumprod(@Const @ByRef
               Scope scope,
               @ByVal
               Input x,
               @ByVal
               Input axis)

Cumprod

public Cumprod(@Const @ByRef
               Scope scope,
               @ByVal
               Input x,
               @ByVal
               Input axis,
               @Const @ByRef
               Cumprod.Attrs attrs)

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()

Exclusive

@ByVal
public static Cumprod.Attrs Exclusive(@Cast(value="bool")
                                              boolean x)

Reverse

@ByVal
public static Cumprod.Attrs Reverse(@Cast(value="bool")
                                            boolean x)

operation

@ByRef
public Operation operation()

operation

public Cumprod operation(Operation setter)

out

@ByRef
public Output out()

out

public Cumprod out(Output setter)