# tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs Struct Reference

# tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs

`#include <nn_ops.h>`

Optional attribute setters for [DepthwiseConv2dNativeBackpropInput](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/depthwise-conv2d-native-backprop-input#classtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input).

## Summary

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs_1a26f5fbb513bf1e765c25e6c4f1a04cc7 = "NHWC"` | `StringPiece` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs_1acb24883dc03d2d9afad50540635d020d = Default_dilations()` | `gtl::ArraySlice< int >` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs_1ace4fc3544cf9c2a87e36da0c75b958f7 = {}` | `gtl::ArraySlice< int >` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs_1a9ea5e2ace7b86cb61ba6276927a29be4(StringPiece x)` | `TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs` Specify the data format of the input and output data. |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs_1acdab720d55c0c8d0d22f2031e83b6bc1(const gtl::ArraySlice< int > & x)` | `TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs` 1-D tensor of length 4. |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs_1a643d3bee1772d2fb03abc54ceecd5063(const gtl::ArraySlice< int > & x)` | `TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native-backprop-input/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_backprop_input_1_1_attrs` Defaults to \[\]. |

## Public attributes

### data_format_

```
StringPiece tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs::data_format_ = "NHWC"
```

### dilations_

```
gtl::ArraySlice< int > tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs::dilations_ = Default_dilations()
```

### explicit_paddings_

```
gtl::ArraySlice< int > tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs::explicit_paddings_ = {}
```

## Public functions

### DataFormat

```
TF_MUST_USE_RESULT Attrs tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs::DataFormat(
  StringPiece x
)
```
Specify the data format of the input and output data.

With the default format "NHWC", the data is stored in the order of: \[batch, height, width, channels\]. Alternatively, the format could be "NCHW", the data storage order of: \[batch, channels, height, width\].

Defaults to "NHWC"

### Dilations

```
TF_MUST_USE_RESULT Attrs tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs::Dilations(
  const gtl::ArraySlice< int > & x
)
```
1-D tensor of length 4.

The dilation factor for each dimension of `input`. If set to k \> 1, there will be k-1 skipped cells between each filter element on that dimension. The dimension order is determined by the value of `data_format`, see above for details. Dilations in the batch and depth dimensions must be 1.

Defaults to \[1, 1, 1, 1\]

### ExplicitPaddings

```
TF_MUST_USE_RESULT Attrs tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs::ExplicitPaddings(
  const gtl::ArraySlice< int > & x
)
```
Defaults to \[\].