# tf.raw_ops.QuantizedDepthwiseConv2DWithBiasAndRelu

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Computes quantized depthwise Conv2D with Bias and Relu.

#### View aliases


**Compat aliases for migration**

See
[Migration guide](https://www.tensorflow.org/guide/migrate) for
more details.

[`tf.compat.v1.raw_ops.QuantizedDepthwiseConv2DWithBiasAndRelu`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/QuantizedDepthwiseConv2DWithBiasAndRelu)

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    tf.raw_ops.QuantizedDepthwiseConv2DWithBiasAndRelu(
        input,
        filter,
        bias,
        min_input,
        max_input,
        min_filter,
        max_filter,
        strides,
        padding,
        out_type=https://www.tensorflow.org/versions/r2.14/api_docs/python/tf/dtypes#qint32,
        dilations=[1, 1, 1, 1],
        padding_list=[],
        name=None
    )

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| ## Args ||
|---|---|
| `input` | A `Tensor`. Must be one of the following types: `qint8`, `quint8`, `qint32`, `qint16`, `quint16`. The original input tensor. |
| `filter` | A `Tensor`. Must be one of the following types: `qint8`, `quint8`, `qint32`, `qint16`, `quint16`. The original filter tensor. |
| `bias` | A `Tensor` of type `float32`. The original bias tensor. |
| `min_input` | A `Tensor` of type `float32`. The float value that the minimum quantized input value represents. |
| `max_input` | A `Tensor` of type `float32`. The float value that the maximum quantized input value represents. |
| `min_filter` | A `Tensor` of type `float32`. The float value that the minimum quantized filter value represents. |
| `max_filter` | A `Tensor` of type `float32`. The float value that the maximum quantized filter value represents. |
| `strides` | A list of `ints`. List of stride values. |
| `padding` | A `string` from: `"SAME", "VALID"`. |
| `out_type` | An optional [`tf.DType`](https://www.tensorflow.org/versions/r2.14/api_docs/python/tf/dtypes/DType) from: `tf.qint8, tf.quint8, tf.qint32, tf.qint16, tf.quint16`. Defaults to [`tf.qint32`](https://www.tensorflow.org/versions/r2.14/api_docs/python/tf#qint32). The type of the output. |
| `dilations` | An optional list of `ints`. Defaults to `[1, 1, 1, 1]`. List of dilation values. |
| `padding_list` | An optional list of `ints`. Defaults to `[]`. |
| `name` | A name for the operation (optional). |

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| ## Returns ||
|---|---|
| A tuple of `Tensor` objects (output, min_output, max_output). ||
| `output` | A `Tensor` of type `out_type`. |
| `min_output` | A `Tensor` of type `float32`. |
| `max_output` | A `Tensor` of type `float32`. |

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