GPGPU上图处理算法的实现与优化

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1、分类号TP315学号14060035ＵＤＣ000密级公开工学硕士学位论文GPGPU上图处理算法的实现与优化硕士生姓名李平凡学科专业计算机科学与技术研究方向GPU高性能计算指导教师杨灿群研究员陈顼灏助理研究员国防科学技术大学研究生院二〇一六年十一月ImplementationandOptimizationofGraphAlgorithmsonGPGPUCandidate：LiPingfanAdvisor：ProfessorYangCanqunAdissertationSubmittedinpartialfulfillmentoftherequirementsforthedeg

2、reeofMasterofEngineeringinComputerScienceandTechnologyGraduateSchoolofNationalUniversityofDefenseTechnologyChangsha，Hunan，P.R.ChinaNovember6,2016国防科学技术大学研究生院硕士学位论文目录摘要.................................................................................................................iABSTRACT.

3、........................................................................................................ii第一章绪论......................................................................................................11.1研究背景.....................................................................

4、......................................11.2研究现状...........................................................................................................21.3研究内容和主要贡献.......................................................................................31.4本文组织结构...........................

5、........................................................................4第二章相关知识...............................................................................................52.1CUDA相关知识.............................................................................................52.1.1CUDA

6、模型.............................................................................................52.1.2CUDA程序优化.....................................................................................92.2图算法的两种实现框架.................................................................................9

7、2.2.1Data-driven..............................................................................................92.2.2Topology-driven....................................................................................112.3CSR格式...................................