# tensorflow::ops::MaxPool3DGradGrad

`#include <nn_ops.h>`

Computes second-order gradients of the maxpooling function.

## Summary

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- orig_input: The original input tensor.
- orig_output: The original output tensor.
- grad: [Output](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) backprop of shape `[batch, depth, rows, cols, channels]`.
- 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-grad-grad/attrs#structtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_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`: Gradients of gradients w.r.t. the input to `max_pool`.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1a321b0af89e0d474f1c47e1b56a901da5(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 orig_input, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input orig_output, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, 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-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1a1ab771fc14377bbd003cf6a0eb96c2ad(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 orig_input, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input orig_output, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, 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-grad-grad/attrs#structtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1a3df083c1b8bff3fe07b796c995dbc1f5` | `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-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1aa69fe26b83a309417a0103b09488eafa` | `::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-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1ac2acbdab5dde8105877b14badb46ccc7() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1ae8e6a0a8acc839a71d2353beb944e2fa() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1a574f83f847b22b01963e9649f6fe60f5() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1a6edaa5d5fd12c37d7a45ad75ea3719ea(StringPiece x)` | `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/max-pool3-d-grad-grad/attrs#structtensorflow_1_1ops_1_1_max_pool3_d_grad_grad_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::MaxPool3DGradGrad::Attrs](https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/max-pool3-d-grad-grad/attrs) | Optional attribute setters for [MaxPool3DGradGrad](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/max-pool3-d-grad-grad#classtensorflow_1_1ops_1_1_max_pool3_d_grad_grad). |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### MaxPool3DGradGrad

```
 MaxPool3DGradGrad(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input orig_input,
  ::tensorflow::Input orig_output,
  ::tensorflow::Input grad,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding
)
```

### MaxPool3DGradGrad

```
 MaxPool3DGradGrad(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input orig_input,
  ::tensorflow::Input orig_output,
  ::tensorflow::Input grad,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding,
  const MaxPool3DGradGrad::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
)
```