# tensorflow::ops::AvgPool

`#include <nn_ops.h>`

Performs average pooling on the input.

## Summary

Each entry in `output` is the mean of the corresponding size `ksize` window in `value`.

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- value: 4-D with shape `[batch, height, width, channels]`.
- ksize: The size of the sliding window for each dimension of `value`.
- strides: The stride of the sliding window for each dimension of `value`.
- padding: The type of padding algorithm to use.

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Optional attributes (see `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/avg-pool/attrs#structtensorflow_1_1ops_1_1_avg_pool_1_1_attrs`):

- data_format: Specify the data format of the input and output data. With the default format "NHWC", the data is stored in the order of: \[batch, in_height, in_width, in_channels\]. Alternatively, the format could be "NCHW", the data storage order of: \[batch, in_channels, in_height, in_width\].

<br />

Returns:

- `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: The average pooled output tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a58bd5cc7bc50a385d9b5407b567887f3(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 value, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding)` ||
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a0f24ed27c87f4865fcaa1b312d36051e(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 value, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding, const https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/avg-pool/attrs#structtensorflow_1_1ops_1_1_avg_pool_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a9ba893843bb88eb584fe939ccc894c47` | `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/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a7450e2619257f7964d4f2cd80fe4ef06` | `::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/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a8ec01e53d8d2acab543c9012e451de71() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a4e2e1ea74f43b355dca513d2bfe8d0a0() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1ad407c5a3d99897fdc14d133bac7172d0() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool_1a4295525a4e3759a16de6a93c7f421b8d(StringPiece x)` | `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/avg-pool/attrs#structtensorflow_1_1ops_1_1_avg_pool_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::AvgPool::Attrs](https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/avg-pool/attrs) | Optional attribute setters for [AvgPool](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/avg-pool#classtensorflow_1_1ops_1_1_avg_pool). |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### AvgPool

```
 AvgPool(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input value,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding
)
```

### AvgPool

```
 AvgPool(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input value,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding,
  const AvgPool::Attrs & attrs
)
```

### node

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

### operator::tensorflow::Input

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

### operator::tensorflow::Output

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

## Public static functions

### DataFormat

```
Attrs DataFormat(
  StringPiece x
)
```