# tensorflow::ops::MaxPoolV2 Class Reference

# tensorflow::
ops::
MaxPoolV2

`
#include <nn_ops.h>
`


Performs max pooling on the input.

## Summary


Args:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- input: 4-D input to pool over.
- ksize: The size of the window for each dimension of the input tensor.
- strides: The stride of the sliding window for each dimension of the input tensor.
- 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/max-pool-v2/attrs#structtensorflow_1_1ops_1_1_max_pool_v2_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/r2.5/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output
  ` : The max pooled output tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1a930d594a47e94cc480b3284fde63cf74 (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, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input ksize, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input strides, StringPiece padding) ` ||
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1aba4bd18dfc397f223ebd08cc08f62260 (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, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input ksize, :: https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input strides, StringPiece padding, const https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/max-pool-v2/attrs#structtensorflow_1_1ops_1_1_max_pool_v2_1_1_attrs & attrs) ` ||

| ### Public attributes ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1abcaf1a0b7b64607e3a6c0887751c8799 ` | ` 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/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1a7e407d75df662eba057f89181ef309c3 ` | ` :: 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/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1adf6f98c16f6a9f1062f1f33591883a2e () const ` | ` ::tensorflow::Node * ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1a2fbac4002a68a49e88d3407e916173f3 () const ` | ` ` |
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1a8c5f2842741c82f6197b014b5e7e3818 () const ` | ` ` |

| ### Public static functions ||
|---|---|
| ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2_1aee677467f8e25010a3f5628e2d72074d (StringPiece x) ` | ` https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/max-pool-v2/attrs#structtensorflow_1_1ops_1_1_max_pool_v2_1_1_attrs ` |

| ### Structs ||
|---|---|
| [tensorflow:: ops:: MaxPoolV2:: Attrs](https://www.tensorflow.org/versions/r2.5/api_docs/cc/struct/tensorflow/ops/max-pool-v2/attrs) | Optional attribute setters for [MaxPoolV2](https://www.tensorflow.org/versions/r2.5/api_docs/cc/class/tensorflow/ops/max-pool-v2#classtensorflow_1_1ops_1_1_max_pool_v2) . |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### MaxPoolV2

```
 MaxPoolV2(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input ksize,
  ::tensorflow::Input strides,
  StringPiece padding
)
```

### MaxPoolV2

```
 MaxPoolV2(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input ksize,
  ::tensorflow::Input strides,
  StringPiece padding,
  const MaxPoolV2::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
)
```