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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

AbsBackward AvgPool