# Equal¶

Versioned name : Equal-1

Category : Comparison binary

Short description : Equal performs element-wise comparison operation with two given input tensors applying multi-directional broadcast rules specified in the auto_broadcast attribute.

Detailed description Before performing arithmetic operation, input tensors a and b are broadcasted if their shapes are different and auto_broadcast attributes is not none. Broadcasting is performed according to auto_broadcast value.

After broadcasting Equal does the following with the input tensors a and b :

$o_{i} = a_{i} == b_{i}$

Attributes :

• Description : specifies rules used for auto-broadcasting of input tensors.

• Range of values :

• Type : string

• Default value : “numpy”

• Required : no

Inputs

• 1 : A tensor of type T and arbitrary shape. Required.

• 2 : A tensor of type T and arbitrary shape. Required.

Outputs

• 1 : The result of element-wise comparison operation applied to the input tensors. A tensor of type T_BOOL and the same shape equal to broadcasted shape of two inputs.

Types

• T : arbitrary supported type.

• T_BOOL : boolean.

Examples

<layer ... type="Equal">
<input>
<port id="0">
<dim>256</dim>
<dim>56</dim>
</port>
<port id="1">
<dim>256</dim>
<dim>56</dim>
</port>
</input>
<output>
<port id="2">
<dim>256</dim>
<dim>56</dim>
</port>
</output>
</layer>

<layer ... type="Equal">
<input>
<port id="0">
<dim>8</dim>
<dim>1</dim>
<dim>6</dim>
<dim>1</dim>
</port>
<port id="1">
<dim>7</dim>
<dim>1</dim>
<dim>5</dim>
</port>
</input>
<output>
<port id="2">
<dim>8</dim>
<dim>7</dim>
<dim>6</dim>
<dim>5</dim>
</port>
</output>
</layer>