#include <math_ops.h>
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:
Tensor
. Must be one of the following types: float32
, float64
, int64
, int32
, uint8
, uint16
, int16
, int8
, complex64
, complex128
, qint8
, quint8
, qint32
, half
.Tensor
of type int32
(default: 0). Must be in the range [-rank(x), rank(x))
.Optional attributes (see Attrs
):
True
, perform exclusive cumsum.bool
(default: False).Returns:
Output
: The out tensor. Constructors and Destructors | |
---|---|
Cumsum(const ::tensorflow::Scope & scope, ::tensorflow::Input x, ::tensorflow::Input axis) | |
Cumsum(const ::tensorflow::Scope & scope, ::tensorflow::Input x, ::tensorflow::Input axis, const Cumsum::Attrs & attrs) |
Public attributes | |
---|---|
out |
Public functions | |
---|---|
node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const |
Public static functions | |
---|---|
Exclusive(bool x) | |
Reverse(bool x) |
Structs | |
---|---|
tensorflow::ops::Cumsum::Attrs | Optional attribute setters for Cumsum. |
::tensorflow::Output out
Cumsum( const ::tensorflow::Scope & scope, ::tensorflow::Input x, ::tensorflow::Input axis )
Cumsum( const ::tensorflow::Scope & scope, ::tensorflow::Input x, ::tensorflow::Input axis, const Cumsum::Attrs & attrs )
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operator::tensorflow::Output() const
Attrs Exclusive( bool x )
Attrs Reverse( bool x )
© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/cumsum.html