# tensorflow::ops::MaxPool3D

`#include <nn_ops.h>`

Performs 3D max pooling on the input.

## Summary

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.0/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.

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Optional attributes (see `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/max-pool3-d/attrs#structtensorflow_1_1ops_1_1_max_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/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: The max pooled output tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1aeb6586ec4fe23863dadcdf397955938c(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, 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/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1a881d1a222223a16559edc5edc2dbb26a(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, 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/max-pool3-d/attrs#structtensorflow_1_1ops_1_1_max_pool3_d_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1a05a457fb3e2c711d36cbd33ee4cc870e` | `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/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1a205fc0930f581dc28a140df0227f881d` | `::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/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1a65dc0444be728bff9614929b11ee04a7() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1a53f97b9d2f3e3cb1e294decc0c7db353() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1ad647c73e65c2224bd258d40b817e3984() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d_1adb9ab115eeca3aca6a708bdd6fc136a0(StringPiece x)` | `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/max-pool3-d/attrs#structtensorflow_1_1ops_1_1_max_pool3_d_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::MaxPool3D::Attrs](https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/max-pool3-d/attrs) | Optional attribute setters for [MaxPool3D](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d#classtensorflow_1_1ops_1_1_max_pool3_d). |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### MaxPool3D

```
 MaxPool3D(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding
)
```

### MaxPool3D

```
 MaxPool3D(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding,
  const MaxPool3D::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
)
```