# tensorflow::ops::QuantizeAndDequantizeV3

`#include <array_ops.h>`

Quantizes then dequantizes a tensor.

## Summary

This is almost identical to [QuantizeAndDequantizeV2](https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v2#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v2), except that num_bits is a tensor, so its value can change during training.

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object

<br />

Returns:

- `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: The output tensor.

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a2b0da7dac824893b88830e315543a00d(const ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input_min, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input_max, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input num_bits)` ||
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a5ec28b67b64ef7a45785390e91042d6d(const ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input_min, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input_max, ::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input num_bits, const https://www.tensorflow.org/versions/r1.15/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v3/attrs#structtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a8aa70ba4802094bc7d64cf7c38915301` | `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a237fd659faaa4a2508a141f02bd2fda1` | `::https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a2fe42b89b1a1a5d4a9e2e772624f3859() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a315fb3b3e2ca6a75ed7d8e22d90b4086() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1a7bcde8fb5d1f0e0285a036916e243aab() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1aba70d8cb905c10f26973de277469bdea(bool x)` | `https://www.tensorflow.org/versions/r1.15/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v3/attrs#structtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1_1_attrs` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1ab62c72984150a3a4ed4feffb9fa6ec95(bool x)` | `https://www.tensorflow.org/versions/r1.15/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v3/attrs#structtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1_1_attrs` |
| `https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1af8150be09574c209bb7af62829d2518c(bool x)` | `https://www.tensorflow.org/versions/r1.15/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v3/attrs#structtensorflow_1_1ops_1_1_quantize_and_dequantize_v3_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::QuantizeAndDequantizeV3::Attrs](https://www.tensorflow.org/versions/r1.15/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v3/attrs) | Optional attribute setters for [QuantizeAndDequantizeV3](https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v3). |

## Public attributes

### operation

```
Operation operation
```

### output

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

## Public functions

### QuantizeAndDequantizeV3

```
 QuantizeAndDequantizeV3(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input input_min,
  ::tensorflow::Input input_max,
  ::tensorflow::Input num_bits
)
```

### QuantizeAndDequantizeV3

```
 QuantizeAndDequantizeV3(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input input_min,
  ::tensorflow::Input input_max,
  ::tensorflow::Input num_bits,
  const QuantizeAndDequantizeV3::Attrs & attrs
)
```

### node

```
::tensorflow::Node * node() const 
```

### operator::tensorflow::Input

```
 operator::tensorflow::Input() const 
```

### operator::tensorflow::Output

```
 operator::tensorflow::Output() const 
```

## Public static functions

### NarrowRange

```
Attrs NarrowRange(
  bool x
)
```

### RangeGiven

```
Attrs RangeGiven(
  bool x
)
```

### SignedInput

```
Attrs SignedInput(
  bool x
)
```