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RISC-V:高性能计算的未来动力?.pdf

上传人: c** 编号:955308 2025-10-27 10页 2.33MB

1、RISC-V:POWERING THE FUTURE OF HIGH PERFORMANCE COMPUTING?Nick Brown(EPCC)n.brownepcc.ed.ac.ukWhy for HPC?1.Openness where anyone can freely take the standard and build compatible,but specialised,solutionsMeans that hardware can be driven by HPC requirements and market demand.2.Community driven resul

2、ting in participants ranging from hardware vendors to software developers able to shape the standardHPC community can get involved and have a say in the evolution of RISC-V to ensure it meets our needs.3.Modularity the standard can be used in a flexible manner enabling development of bespoke hardwar

3、e that targeted at a specific range of applicationsSpecialisation to deliver improved performance and energy efficiency for HPCAlready a(reasonable)ecosystemWe set up a RISC-V HPC lab for free accessInitially embedded SoCs which are not realistic for HPC,but enable people to kick the tyreshttps:/ris

4、cv.epcc.ed.ac.uk Generally,a lot of the libraries and frameworks you would expect are either available already or easy to buildAlthough often not optimised specifically for RISC-VSurveyed applications on ARCHER2,a Cray-EX27.7%(35%when ignoring unknown category)of runtime is by applications that run

5、on RISC-V55%of users can run their applications on RISC-V64-core SG2042:A commodity RV HPC CPU?First commodity available high-core count RISC-V CPUIncludes 128-bit RVV 0.7.1 Core for core is faster than SpacemiT K1 which itself provides RVA22+RVV 1.0NASAs parallel benchmark suite kernelsThanks to E4

6、 compute engineering for access to their dual socket RISC-V system!Embarrassingly ParallelCompute boundInteger SortMemory latency boundMulti Grid(MG)Memory bandwidth boundMissing parts of the ecosystem that we need to addressSoftware toolingWe need better support for profilers and debuggersNot just

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根据报告的内容,全文主要内容概括如下: 1. **RISC-V的优势**: - 开放性:任何人都可以自由使用标准,满足特定需求。 - 社区驱动:硬件和软件开发者共同塑造标准。 - 模块化:灵活使用,针对特定应用开发硬件。 2. **RISC-V在HPC中的应用**: - 已有合理生态系统,如RISC-V HPC实验室。 - 64核SG2042:首款高核心数RISC-V CPU,性能优于SpacemiT K1。 3. **生态系统中的不足**: - 软件工具支持不足。 - 需要集群管理工具、文件系统支持、网络优化。 - GPU支持仍需发展。 4. **RISC-V加速器**: - RISC-V加速器易于采用,可集成现有系统。 - 可作为GPU的替代,提高能效。 5. **HPC社区参与**: - HPC SIG组织研讨会,社区参与度增长。 6. **结论与行动点**: - RISC-V的灵活性对HPC有益,但需完善生态系统。 - HPC SIG识别了多个高优先级领域,欢迎反馈。
HPC的未来动力?" HPC新选择?" "RISC-V在HPC生态中的角色?"
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