# tensorflow::ops::DepthwiseConv2dNative::Attrs

`#include <nn_ops.h>`

Optional attribute setters for [DepthwiseConv2dNative](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/depthwise-conv2d-native#classtensorflow_1_1ops_1_1_depthwise_conv2d_native).

## Summary

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_1_1_attrs_1a0d029aaf29f51127d2da6466b8103ead = "NHWC"` | `StringPiece` |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_1_1_attrs_1a4e35a2333d2bb5228f4251202d78c0e1 = Default_dilations()` | `gtl::ArraySlice< int >` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_1_1_attrs_1a447e7c3e583e72979fb2ec601f68db73(StringPiece x)` | `TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_1_1_attrs` Specify the data format of the input and output data. |
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_1_1_attrs_1aa73e4b11fe5a09060f449fcc49c63ba8(const gtl::ArraySlice< int > & x)` | `TF_MUST_USE_RESULT https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/depthwise-conv2d-native/attrs#structtensorflow_1_1ops_1_1_depthwise_conv2d_native_1_1_attrs` 1-D tensor of length 4. |

## Public attributes

### data_format_

```
StringPiece tensorflow::ops::DepthwiseConv2dNative::Attrs::data_format_ = "NHWC"
```

### dilations_

```
gtl::ArraySlice< int > tensorflow::ops::DepthwiseConv2dNative::Attrs::dilations_ = Default_dilations()
```

## Public functions

### DataFormat

```
TF_MUST_USE_RESULT Attrs tensorflow::ops::DepthwiseConv2dNative::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::DepthwiseConv2dNative::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 \[1, 1, 1, 1\]