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About This Document

Overview

This document describes common performance optimization methods and analysis tools for heterogeneous systems consisting of Kunpeng chips and NVIDIA graphics processing units (GPUs). It elaborates on these topics across three key aspects: GPU tools, GPU optimization methods, and comprehensive optimization cases.

Intended Audience

This document is intended for R&D engineers and technical support engineers who conduct performance optimization.

Symbol Conventions

The symbols that may be found in this document are defined as follows.

Symbol

Description

Indicates a hazard with a high level of risk which, if not avoided, will result in death or serious injury.

Indicates a hazard with a medium level of risk which, if not avoided, could result in death or serious injury.

Indicates a hazard with a low level of risk which, if not avoided, could result in minor or moderate injury.

Indicates a potentially hazardous situation which, if not avoided, could result in equipment damage, data loss, performance deterioration, or unanticipated results.

NOTICE is used to address practices not related to personal injury.

Supplements the important information in the main text.

NOTE is used to address information not related to personal injury, equipment damage, and environment deterioration.

Change History

Issue

Date

Description

01

2023-01-04

This issue is the first official release.