[1] 彭晓晖,张星洲,王一帆等.Web使能的物端计算系统[J].计算机研究与发展,2018,55(3):572-584. Peng Xiaohui,Zhang Xingzhou,Wang Yifan,et al.Web enabled things computing system[J].Journal of Computer Research and Development,2018,55(3):572-584.(in Chinese) [2] 彭晓晖,徐志伟.基于边缘计算的物端系统挑战与愿景[J].中兴通讯技术,2019,25(3):31-36,57. Peng Xiaohui,Xu Zhiwei.Challenges and vision of things system in edge computing[J].ZTE Technology Journal,2019,25(3):31-36,57.(in Chinese) [3] 徐志伟,曾琛,朝鲁,彭晓辉.面向控域的体系结构:一种智能万物互联的体系结构风格[J].计算机研究与发展,2019,56(1):90-102. Xu Zhiwei,Zeng Chen,Chao Lu,Peng Xiaohui.Zone-oriented architecture:an architectural style for smart web of everything[J].Journal of Computer Research and Development,2019,56(1):90-102.(in Chinese) [4] 赵梓铭,刘芳,蔡志平,肖侬.边缘计算:平台、应用与挑战[J].计算机研究与发展,2018,55(2):327-337. Zhao Ziming,Liu Fang,Cai Zhiping,Xiao Nong.Edge computing:platforms,applications and challenges[J].Journal of Computer Research and Development,2018,55(2):327-337.(in Chinese) [5] Shi W,Cao J,Zhang Q,et al.Edge computing:vision and challenges[J].Internet of Things Journal,IEEE,2016,3(5):637-646. [6] 施巍松,孙辉,曹杰,张权,刘伟.边缘计算:万物互联时代新型计算模型[J].计算机研究与发展,2017,54(5):907-924. Shi Weisong,Sun Hui,Cao Jie,Zhang Quan,Liu Wei.Edge computing-an emerging computing model for the internet of everything era[J].Journal of Computer Research and Development,2017,54(5):907-924.(in Chinese) [7] 陈云霁,李玲,李威,郭崎,杜子东.智能计算系统[M].北京:机械工业出版社,2020. [8] MLU100简介[EB/OL].http://forum.cambricon.com/index.php?m=content&c=index&a=show&catid=50&id=127,2019-07-11. [9] X Zhang,X Zhou,M Lin,J Sun.ShuffleNet:an extremely efficient convolutional neural network for mobile devices[A].2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition[C].Piscataway,NJ:IEEE Press,2018.6848-6856. [10] A G Howard,M Zhu,B Chen,D Kalenichenko,W Wang,T Weyand,M Andreetto,H Adam.MobileNets:Efficient Convolutional Neural Networks for Mobile Vision Applications[EB/OL].https://arxiv.org/abs/1704.04861,2020-07-27. [11] 王齐.PCI Express体系结构导读[M].北京:机械工业出版社,2010. [12] PCI Express Base Specification Revision 3.1a[EB/OL].https://pcisig.com/specifications/pciexpress/,2015-10-07. [13] 王勇,林粤伟,吴冰冰.RapidIO嵌入式系统互连[M].北京:电子工业出版社,2006. [14] RapidIO Specification 2.2[EB/OL].http://www.rapidio.org/rapidio-specifications/,2011-05. [15] 刘军伟.多种高速串行总线的对比研究与分析[J].电子测试,2016,(3):43-45. Liu Junwei.Comparative study and analysis of multiple high speed serial bus[J].Electronic Test,2016,(3):43-45.(in Chinese) [16] 李超.RapidIO高速互联技术研究[J].现代导航,2017,(5):385-390. Li Chao.Research of high-speed RapidIO interconnection technology[J].Modern Navigation,2017,(5):385-390.(in Chinese) [17] 寒武纪端云一体人工智能开发平台白皮书[EB/OL].http://forum.cambricon.com/list-79-1.html,2020-07-29. [18] 寒武纪软件开发环境[EB/OL].http://forum.cambricon.com/index.php?m=content&c=index&a=show&catid=50&id=128,2019-07-11. [19] 刘彦,付彬,李仁发.高性能嵌入式计算[M].北京:机械工业出版社,2016. [20] 赵二虎,徐勇军,吴济文,安竹林,李超.用于人工智能处理器的数据互联方法、系统、芯片和装置[P].中国专利申请号:201910826850.X,2020-01-17. [21] 赵二虎,徐勇军,吴济文,李超,安竹林.面向物端数据处理的嵌入式智能计算机架构[P].中国专利申请号:201910605382.3,2020-01-24. [22] 许家麟,韩思齐,孙宁霄,吴琼之.硬件加速系统中的PCIe-SRIO桥技术[J].电子设计工程,2017,25(15):189-193. Xu Jialin,Han Siqi,Sun Ningxiao,Wu Qiongzhi.PCIe-RapidIO bridge for hardware acceleration systems[J].Electronic Design Engineering,2017,25(15):189-193.(in Chinese) [23] 李红兵.Linux系统下PCIE to RapidIO桥驱动设计与实现[J].雷达与对抗,2018,38(2):55-58,68. Li Hongbing.Driver design and implementation of PCIE to RapidIO bridge under Linux operating system[J].Radar & ECM,2018,38(2):55-58,68.(in Chinese) [24] K He,X Zhang,S Ren,J Sun.Deep residual learning for image recognition[A].2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)[C].Piscataway,NJ:IEEE Press,2016.770-778. [25] P Molchanov,S Tyree,T Karras,T Aila,J Kautz.Pruning convolutional neural networks for resource efficient inference[A].Proceedings of the 5th International Conference on Learning Representations[C].Toulon,France:ICLR,2017. [26] K Simonyan,A Zisserman.Very deep convolutional networks for large-scale image recognition[A].Proceedings of the 3rd International Conference on Learning Representations[C].San Diego,CA,USA:ICLR,2015. [27] J Redmon,A Farhadi.Yolov3:An Incremental Improvement[EB/OL].https://arxiv.org/abs/1804.02767,2018/04/08. [28] 云燧T10人工智能训练加速卡[EB/OL].http://site-static.enflame-tech.com/enflame_back/public/uploads/c_video_img/%E4%BA%91%E7%87%A7T10%E5%8D%95%E9%A1%B52020-4-7.pdf,2020/07/29. [29] 天数智芯边缘计算系统板硬件说明书[EB/OL].http://iluvatar.ai/filedownload/34977,2019/11/19. [30] Habana GOYA Inference Card Specifications[EB/OL].https://habana.ai/wp-content/uploads/2019/06/Goya-Datasheet-HL-10x.pdf,2019/07. [31] Tearing Apart GOOGLE's TPU 3.0 AI Coprocessor[EB/OL].https://developer.nvidia.com/deep-learning-performance-training-inference,2020/07/07. [32] PreferredNetworks MN-Core Overview[EB/OL].https://projects.preferred.jp/mn-core/en/#mn-core,2020/05/06. [33] 昇腾310 AI处理器技术规格[EB/OL].https://e.huawei.com/cn/products/cloud-computing-dc/atlas/ascend-310,2020/05/06. [34] 地平线自动驾驶边缘AI芯片Journey征程[EB/OL].https://www.horizon.ai/product/journey,2020/05/06. [35] 地平线AIoT边缘AI芯片Sunrise旭日[EB/OL].https://www.horizon.ai/product/sunrise,2020/05/06. [36] 昇腾910 AI处理器规格参数[EB/OL].https://e.huawei.com/cn/products/cloud-computing-dc/atlas/ascend-910,2020/05/06. [37] 百度自研AI芯片昆仑解读[EB/OL].http://www.elecfans.com/d/1196758.html,2020/04/03. [38] 百度云端AI芯片昆仑[EB/OL].https://cloud.baidu.com/video-center/video.html?id=213,2020/05/06. [39] L Gwennap.Groq Rocks Neural Networks Startup Creates New Architecture:One Core,1,000 TOPS[EB/OL].https://www.linleygroup.com/mpr/article.php?id=12245,2020/05/06. [40] Z Jia,B Tillman,M Maggioni,D P Scarpazza.Dissecting thegraphcore IPU architecture via microbenchmarking[EB/OL].https://arxiv.org/abs/1912.03413v1,2019/10/07. [41] 比特大陆Sophon AI计算加速卡SC5+[EB/OL].https://sophon.cn/product/introduce/sc5-plus.html,2020/05/06. [42] NVIDIA Data Center Deep Learning Product Performance[EB/OL].https://developer.nvidia.com/deep-learning-performance-training-inference,2020/07/07. [43] 刘升财.ATCA平台上的RapidIO链路设计与分析[D].成都:电子科技大学,2014. [44] NVIDIA. NVIDIA Tesla P100 GPU Accelerator Datasheet[EB/OL]. https://www.nvidia.cn/content/dam/en-zz/Solutions/Data-Center/tesla-p100/pdf/nvidia-tesla-p100-datasheet.pdf,2016-10-16. |