# tensorflow::ops::Softmax

`#include <nn_ops.h>`

Computes softmax activations.

## Summary

For each batch `i` and class `j` we have

```
$$softmax[i, j] = exp(logits[i, j]) / sum_j(exp(logits[i, j]))$$
```

<br />

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- logits: 2-D with shape `[batch_size, num_classes]`.

<br />

Returns:

- `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: Same shape as `logits`.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/softmax#classtensorflow_1_1ops_1_1_softmax_1a565ed3a9b8adbafdb0a1b2061ce9cb08(const ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input logits)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/softmax#classtensorflow_1_1ops_1_1_softmax_1ae62568a4488f40832dac845de04cff94` | `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/softmax#classtensorflow_1_1ops_1_1_softmax_1af8238048a2a280f84eee57c9c1919084` | `::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/softmax#classtensorflow_1_1ops_1_1_softmax_1afda37c06f46dc3432931b9d9d88c5d2f() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/softmax#classtensorflow_1_1ops_1_1_softmax_1aa54bc0dd86d6e5de7ad24726ce6dd814() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/softmax#classtensorflow_1_1ops_1_1_softmax_1ae17f3a9a7db00b3a8a148668fe8b45d8() const ` | ` `` ` |

## Public attributes

### operation

```
Operation operation
```

### softmax

```
::tensorflow::Output softmax
```

## Public functions

### Softmax

```
 Softmax(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input logits
)
```

### node

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

### operator::tensorflow::Input

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

### operator::tensorflow::Output

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