# tensorflow::ops::MaxPool Class Reference

# tensorflow::ops::MaxPool

`#include <nn_ops.h>`

Performs max pooling on the input.

## Summary

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.3/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.

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Optional attributes (see `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool/attrs#structtensorflow_1_1ops_1_1_max_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/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: The max pooled output tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1a85c264b2e8ed1e7031e9e4692ea8af7c(const ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.3/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/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1acb5b1aa4ace59a30fba3bc4181dbc4ff(const ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.3/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/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool/attrs#structtensorflow_1_1ops_1_1_max_pool_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1aa2739bb33bb12350d02960466baf596e` | `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1aad19527c00a49d78119e18772098c1b3` | `::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1af4523c29c71806e2dbd3c1137bc875b9() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1a9a8f1258cb38b51df4ba77452dd41eff() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1a6ff803d407d19f2e5c2048399a781ee6() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool_1a0849cb3a4a5b5191cae18dc8825701ef(StringPiece x)` | `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool/attrs#structtensorflow_1_1ops_1_1_max_pool_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::MaxPool::Attrs](https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool/attrs) | Optional attribute setters for [MaxPool](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool#classtensorflow_1_1ops_1_1_max_pool). |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### MaxPool

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

### MaxPool

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