# tensorflow::ops::QuantizedMul Class Reference

# tensorflow::ops::QuantizedMul

`#include <math_ops.h>`

Returns x \* y element-wise, working on quantized buffers.

## Summary

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- min_x: The float value that the lowest quantized `x` value represents.
- max_x: The float value that the highest quantized `x` value represents.
- min_y: The float value that the lowest quantized `y` value represents.
- max_y: The float value that the highest quantized `y` value represents.

<br />

Returns:

- `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` z
- `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` min_z: The float value that the lowest quantized output value represents.
- `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` max_z: The float value that the highest quantized output value represents.

<br />

*NOTE*: `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul` supports limited forms of broadcasting. More about broadcasting [here](http://docs.scipy.org/doc/numpy/user/basics.broadcasting.html)

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1a3ba8e6004d636153b34120d1c3941667(const ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input x, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input y, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input min_x, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input max_x, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input min_y, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input max_y)` ||
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1aa33fe92400d9e03bdf4cf2ae9d212006(const ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input x, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input y, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input min_x, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input max_x, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input min_y, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input max_y, const https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/quantized-mul/attrs#structtensorflow_1_1ops_1_1_quantized_mul_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1a5ff7dd8084555c1a85768b5c4ba9704a` | `::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1afa5b6bf4063d76339c00b804ae843ea4` | `::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1ab0c6bd533e83faf6b05fde3f340b0e5f` | `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1ab1a8cf9a36910fbb171aeb6925e47d93` | `::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul_1a1c9da9e324d218df917b74a11a3af452(DataType x)` | `https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/quantized-mul/attrs#structtensorflow_1_1ops_1_1_quantized_mul_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::QuantizedMul::Attrs](https://www.tensorflow.org/versions/r2.3/api_docs/cc/struct/tensorflow/ops/quantized-mul/attrs) | Optional attribute setters for [QuantizedMul](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/quantized-mul#classtensorflow_1_1ops_1_1_quantized_mul). |

## Public attributes

### max_z

```
::tensorflow::Output max_z
```

### min_z

```
::tensorflow::Output min_z
```

### operation

```
Operation operation
```

### z

```
::tensorflow::Output z
```

## Public functions

### QuantizedMul

```
 QuantizedMul(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x,
  ::tensorflow::Input y,
  ::tensorflow::Input min_x,
  ::tensorflow::Input max_x,
  ::tensorflow::Input min_y,
  ::tensorflow::Input max_y
)
```

### QuantizedMul

```
 QuantizedMul(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x,
  ::tensorflow::Input y,
  ::tensorflow::Input min_x,
  ::tensorflow::Input max_x,
  ::tensorflow::Input min_y,
  ::tensorflow::Input max_y,
  const QuantizedMul::Attrs & attrs
)
```

## Public static functions

### Toutput

```
Attrs Toutput(
  DataType x
)
```