org.bytedeco.javacpp

Class tensorflow.Cumsum

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Cumsum

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

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

 python
  tf.cumsum([a, b, c])  # => [a, a + b, a + b + c]
  

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

 python
  tf.cumsum([a, b, c], exclusive=True)  # => [0, a, a + b]
  

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

 python
  tf.cumsum([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.cumsum([a, b, c], exclusive=True, reverse=True)  # => [b + c, c, 0]
  

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 cumsum. * reverse: A bool (default: False). Returns: * Output: The out tensor.

Nested Class Summary

Nested Classes

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

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

Method Summary

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

Cumsum

public Cumsum(Pointer p)

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

Cumsum

public Cumsum(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input x,
              @ByVal
              tensorflow.Input axis)

Cumsum

public Cumsum(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input x,
              @ByVal
              tensorflow.Input axis,
              @Const @ByRef
              tensorflow.Cumsum.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()

Exclusive

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

Reverse

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

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Cumsum operation(tensorflow.Operation operation)

out

@ByRef
public tensorflow.Output out()

out

public tensorflow.Cumsum out(tensorflow.Output out)