# tensorflow::ops::EuclideanNorm Class Reference

# tensorflow::
ops::
EuclideanNorm

`
#include <math_ops.h>
`


Computes the euclidean norm of elements across dimensions of a tensor.

## Summary


Reduces
`
input
`
along the dimensions given in
`
axis
`
. Unless
`
keep_dims
`
is true, the rank of the tensor is reduced by 1 for each entry in
`
axis
`
. If
`
keep_dims
`
is true, the reduced dimensions are retained with length 1.


Args:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- input: The tensor to reduce.
- axis: The dimensions to reduce. Must be in the range `
  [-rank(input), rank(input))
  ` .

<br />


Optional attributes (see
`
https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/euclidean-norm/attrs#structtensorflow_1_1ops_1_1_euclidean_norm_1_1_attrs
`
):

- keep_dims: If true, retain reduced dimensions with length 1.

<br />


Returns:

- `
  https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output
  ` : The reduced tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1ad96a126c59e864a7aaa3ab3cd313273a (const :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input axis) ` ||
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a995101f70b7895e10937291accc5886e (const :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input axis, const https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/euclidean-norm/attrs#structtensorflow_1_1ops_1_1_euclidean_norm_1_1_attrs & attrs) ` ||

| ### Public attributes ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a5ae15c96faa67ad8305c7665de6b345e ` | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a7d8a7cf02839cdddf74d59f1f5da6c90 ` | ` :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output ` |

| ### Public functions ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a69ca3e7c52e209a54e6a625f950090bf () const ` | ` ::tensorflow::Node * ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1af43d94b3da8359a70678f274dc9b6d55 () const ` | ` ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a642cbc335a48a890ebb975de49cab8ad () const ` | ` ` |

| ### Public static functions ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a0eb53b9fc1abe872ed5db5dee0d2db76 (bool x) ` | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/euclidean-norm/attrs#structtensorflow_1_1ops_1_1_euclidean_norm_1_1_attrs ` |

| ### Structs ||
|---|---|
| [tensorflow:: ops:: EuclideanNorm:: Attrs](https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/euclidean-norm/attrs) | Optional attribute setters for [EuclideanNorm](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm) . |

## Public attributes

### operation

```
Operation operation
```

### output

```
::tensorflow::Output output
```

## Public functions

### EuclideanNorm

```
 EuclideanNorm(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input axis
)
```

### EuclideanNorm

```
 EuclideanNorm(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input axis,
  const EuclideanNorm::Attrs & attrs
)
```

### node

```
::tensorflow::Node * node() const 
```

### operator::tensorflow::Input

```
 operator::tensorflow::Input() const 
```

### operator::tensorflow::Output

```
 operator::tensorflow::Output() const 
```

## Public static functions

### KeepDims

```
Attrs KeepDims(
  bool x
)
```