# tensorflow::ops::AvgPool3D Class Reference

# tensorflow::
ops::
AvgPool3D

`
#include <nn_ops.h>
`


Performs 3D average pooling on the input.

## Summary


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


Args:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- input: Shape `
  [batch, depth, rows, cols, channels]
  ` tensor to pool over.
- ksize: 1-D tensor of length 5. The size of the window for each dimension of the input tensor. Must have `
  ksize[0] = ksize[4] = 1
  ` .
- strides: 1-D tensor of length 5. The stride of the sliding window for each dimension of `
  input
  ` . Must have `
  strides[0] = strides[4] = 1
  ` .
- padding: The type of padding algorithm to use.

<br />


Optional attributes (see
`
https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/avg-pool3-d/attrs#structtensorflow_1_1ops_1_1_avg_pool3_d_1_1_attrs
`
):

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

<br />


Returns:

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

<br />

| ### Constructors and Destructors ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1ad52fa7270df230a429102dff7f270dfb (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, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding) ` ||
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1a25cc864885d8a535be290334b7668495 (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, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding, const https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/avg-pool3-d/attrs#structtensorflow_1_1ops_1_1_avg_pool3_d_1_1_attrs & attrs) ` ||

| ### Public attributes ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1adb5a5628c948f83bb5e4c630cecc165e ` | ` 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/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1a6c96677783666eb38f1aa8f0e8022e06 ` | ` :: 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/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1adda4d693e393a8be80546fcdd7c35bc3 () const ` | ` ::tensorflow::Node * ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1a4d137ee8e20345c4e418c5b1d1d4d514 () const ` | ` ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1ad8f6042e68441acfb5f32682f5af5492 () const ` | ` ` |

| ### Public static functions ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d_1a9f02a15e10745fc4a9af9a7a15f32412 (StringPiece x) ` | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/avg-pool3-d/attrs#structtensorflow_1_1ops_1_1_avg_pool3_d_1_1_attrs ` |

| ### Structs ||
|---|---|
| [tensorflow:: ops:: AvgPool3D:: Attrs](https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/avg-pool3-d/attrs) | Optional attribute setters for [AvgPool3D](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/avg-pool3-d#classtensorflow_1_1ops_1_1_avg_pool3_d) . |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### AvgPool3D

```
 AvgPool3D(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding
)
```

### AvgPool3D

```
 AvgPool3D(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding,
  const AvgPool3D::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
)
```