# tensorflow::ops::MaxPoolGradGradV2 Class Reference

# tensorflow::ops::MaxPoolGradGradV2

`#include <nn_ops.h>`

Computes second-order gradients of the maxpooling function.

## Summary

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- orig_input: The original input tensor.
- orig_output: The original output tensor.
- grad: 4-D. Gradients of gradients w.r.t. the input of `max_pool`.
- 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-grad-grad-v2/attrs#structtensorflow_1_1ops_1_1_max_pool_grad_grad_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/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: Gradients of gradients w.r.t. the input to `max_pool`.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1a8522a6993112d51b0270fec6eaa2f07e(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 orig_input, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input orig_output, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input ksize, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input strides, StringPiece padding)` ||
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1ae888a15ef1033e80c14e809bf63c40ce(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 orig_input, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input orig_output, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input ksize, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input strides, StringPiece padding, const https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool-grad-grad-v2/attrs#structtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1a4b1ea28bd24c8a99e78971caa985c0a5` | `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-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1a8029b0f95b9d1741f79c0168be835fa8` | `::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-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1a126542d8e910a815bffb50d68dd4a8ab() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1adfafcdf81de0a5dbf0177f88b7ceebdd() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1abe4f5361ad71a740a4a680fb897b8b62() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1a363950312155aad1825d37b0dafb09d4(StringPiece x)` | `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool-grad-grad-v2/attrs#structtensorflow_1_1ops_1_1_max_pool_grad_grad_v2_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::MaxPoolGradGradV2::Attrs](https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/max-pool-grad-grad-v2/attrs) | Optional attribute setters for [MaxPoolGradGradV2](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/max-pool-grad-grad-v2#classtensorflow_1_1ops_1_1_max_pool_grad_grad_v2). |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### MaxPoolGradGradV2

```
 MaxPoolGradGradV2(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input orig_input,
  ::tensorflow::Input orig_output,
  ::tensorflow::Input grad,
  ::tensorflow::Input ksize,
  ::tensorflow::Input strides,
  StringPiece padding
)
```

### MaxPoolGradGradV2

```
 MaxPoolGradGradV2(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input orig_input,
  ::tensorflow::Input orig_output,
  ::tensorflow::Input grad,
  ::tensorflow::Input ksize,
  ::tensorflow::Input strides,
  StringPiece padding,
  const MaxPoolGradGradV2::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
)
```