# 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.

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.0/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/r2.0/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/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: The reduced tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1ad96a126c59e864a7aaa3ab3cd313273a(const ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input axis)` ||
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a995101f70b7895e10937291accc5886e(const ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input axis, const https://www.tensorflow.org/versions/r2.0/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/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a5ae15c96faa67ad8305c7665de6b345e` | `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a7d8a7cf02839cdddf74d59f1f5da6c90` | `::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a69ca3e7c52e209a54e6a625f950090bf() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1af43d94b3da8359a70678f274dc9b6d55() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.0/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/r2.0/api_docs/cc/class/tensorflow/ops/euclidean-norm#classtensorflow_1_1ops_1_1_euclidean_norm_1a0eb53b9fc1abe872ed5db5dee0d2db76(bool x)` | `https://www.tensorflow.org/versions/r2.0/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/r2.0/api_docs/cc/struct/tensorflow/ops/euclidean-norm/attrs) | Optional attribute setters for [EuclideanNorm](https://www.tensorflow.org/versions/r2.0/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
)
```