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.
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Indicates a hazard with a high level of risk which, if not avoided, will result in death or serious injury. |
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Indicates a hazard with a medium level of risk which, if not avoided, could result in death or serious injury. |
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Indicates a hazard with a low level of risk which, if not avoided, could result in minor or moderate injury. |
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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. |
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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
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Issue |
Date |
Description |
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01 |
2023-01-04 |
This issue is the first official release. |




