Add

General

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 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.

Src_0 / Src_1

Dst

f32

f32

bf16

bf16

f16

f16