Add#

Add operation performs element-wise addition operation with two given tensors applying multi-directional broadcast rules.

\[\dst(\overline{x}) = \src\_0(\overline{x}) \mathbin{+} \src\_1(\overline{x}).\]

Operation Attributes#

Attribute

Name

Description

Value Type
Supported

Values
Required or

Optional

auto_broadcast

Specifies rules used for auto-broadcasting of src tensors

string

none, numpy, (default)

Optional

Execution Arguments#

The inputs and outputs must be provided according to the below index order when constructing an operation.

Inputs#

Index

Argument Name

Required or Optional

0

src_0

Required

1

src_1

Required

@note Both src shapes should match and no auto-broadcasting is allowed if auto_broadcast attributes is none. src_0 and src_1 shapes can be different and auto-broadcasting is allowed if auto_broadcast attributes is numpy.

Outputs#

Index

Argument Name

Required or Optional

0

dst

Required

Supported Data Types#

Add operation supports the following data type combinations.

Source0/1

Destination

f32

f32

bf16

bf16

f16

f16