锐客网

  1. 首页 > 睿知 > it技术 > >

开源与结缘，昇思MindSpore携梦而行

IT知识mindsporeMind

怀抱观古今，寝食展戏谑。这篇文章主要讲述开源与结缘，昇思MindSpore携梦而行相关的知识，希望能为你提供帮助。
智能的本质是什么？每个人的看法都不一样，但每一种不同的愿景都在推动着AI的不断发展。有人说智能是对双手的解放，这就要去创造新的双手；有人说智能是对人类的模仿和超越，因此就有了大量的算法训练和学习；也有人说智能就是改变世界，世界那么大，也只有共赢世界，才有望改变世界。
开源是人工智能改变世界的征程里，必不可缺的武器。
华为昇思MindSpore起步并不算早，但却一路与开源同行。自2020年3月诞生之初，全场景AI框架昇思MindSpore就以开源形式面向世界，扎根开源社区，持续使能科研创新与产业应用，通过原生的技术体系，不断加速中国AI应用生态。昇思MindSpore生态的构建并不仅仅意味着自身的发展，也代表同开发者们共同成长。

开源与结缘，昇思MindSpore携梦而行
2020年3月，昇思MindSpore正式开源，其为国内的人工智能产业带来了新的气息。一次开发，实现端边云全场景部署，其对于开发者的减负显而易见；原生支持大规模训练，自动并行降低80%代码数量，自动调优节约60%时间成本，为企业业务创新奠定了基础；同时，其带来的科学计算新范式，使得整体性能成倍级增长。
新的框架，新的动力，自然也意味着新的用户。
在2020年，昇思MindSpore推出短短几个月后，用户下载量便已突破十万，官网访问量超1000万。这样的热度带来的是270+上线应用，带来了码云和Github总Stars数量达到1.4万+，也带来了昇思MindSpore社区的繁荣，带来了一批优秀的开发者。
昇思MindSpore优秀组织者张东豪便在这样的浪潮中，于2020年加入了昇思MindSpore开源社区。由于工作和兴趣的原因，张东豪始终在学习AI相关知识。在2020年了解到华为全场景AI框架昇思MindSpore开源的信息后，覆盖端边云全场景的特点深深吸引了他。并且出于对人工智能技术的兴趣，张东豪在考取HCIA-AI证书时，进一步了解了昇思MindSpore，加入了开源社区并担任组织者。张东豪也坦言想与昇思MindSpore共成长，在学习中分享对AI技术的认识，因为在分享的时候也是自己成长最快的时候。
同样是昇思MindSpore社区组织者和资深开发者，王峰对于昇思MindSpore的了解来自于对华为开源相关的信息的关注。在看到昇思MindSpore开源后召集社区组织者之时，王峰便作为第一批认证组织者参与答辩并获得了相关认证。
王峰对第一次认证组织者答辩的流程印象颇深。他阐述的加入理由主要有两点，第一是内在原因，由于从事IT软件领域工作，这些年的实践经验和面临工作中的问题，需要结合业界的新技术发展趋势，确定未来软件所要提升的方向。AI在现阶段的发展为某些领域提供了解决问题的手段，因此从个人职业规划的角度出发，王峰希望参与到昇思MindSpore的社区工作中。
第二个则是外在希望中国的软件生态中能够有更多、更好的产品。作为一名一线开发者，王峰内心里十分认同华为多年来的应用软件领域实践，也希望在基础设施领域有所建树。华为在相关方面的投入和持续性的生态建设，是大众软件工作者应该支持的。成为社区的组织者，参与组织相关活动，这些都可以帮助开发者从宏观的角度去理解相关领域的概况，也可以帮助推动国内的AI领域基础设施的开源普及工作，为科技自立做出贡献。
正是有了这些贡献者、组织者们的加入，昇思MindSpore开源社区运作与管理1.0版本获得了瞩目的成果。其中包括泛内容平台、社区治理、开发者活动、开发者社群、生态合作等相继上线，这让昇思MindSpore的开源更具魅力。
改变世界，从每一个角落开启
进入2021年后，社区和用户对于昇思MindSpore的支持更增，其总下载量超100万，相比2020年增长10倍。同时，社区贡献者超过4000人，SIG组超过20个，新增合作伙伴超160个，优秀布道师达307人。当然，在开源社区的帮助下，昇思MindSpore在2021年也发展飞快。全年发布4个新版本，模型超300个，打造了支撑全场景应用的AI框架，并通过技术创新，切实引领了AI框架技术演进方向。
与此同时，昇思 MindSpore也在各个场景中不断扩大着自身的影响力。2021年，昇思MindSpore技术生态不断扩大，超过300个高性能模型和300+顶会论文连续发布，给予了合作伙伴和社区信心，鹏程.盘古大模型、遥感、生物制药等科研合作成果相继发布；在行业方面，昇思MindSpore 行业生态覆盖了5000+服务企业，领域涵盖了金融、医疗、制造、运营商等各个方面。
技术的发展能够引领的不止有未来，还有我们的眼下的生活。
2021年，河南的一场暴雨牵动了每个人的心灵，而张东豪作为一名河南人，也想为家乡奉献更多的力量。昇思MindSpore作为负责任的开源技术社区，也在不断关注这次河南的“暴雨灾害”。灾害发生后，社区第一时间发起了汇聚社区物资支援灾区的项目，张东豪也作为社区在河南的接口人公布了自己的相关信息，为在河南的受灾群众提供支援。
回忆起这件事情，张东豪依然心有余悸。河南暴雨灾害给社会生活造成很大的损失，张东豪当时身处河南许昌，而家人则正是在灾害中心的郑州。在那几天里他有害怕也有惊恐，最紧张的时候甚至连电话都接不上，只能发短信。在经历了一次断电后，张东豪给家人说手机关机吧，偶尔开机报下平安就行。张东豪表示当时甚至在许昌晚上睡不着就跪拜苍天祈祷平安，直到确认了父母、爷爷、亲戚的平安后才安心了一些，在那一刻他也更加明白了平安健康就是福的道理。因此，作为一名河南人，张东豪更增了几分家乡情怀，也更想为家乡做些事情。而昇思MindSpore社区提供了传递“水灾”所需物资信息的平台，张东豪作为社区河南接口人自然义不容辞。
眼前的踉跄不能阻挡前进的脚步，我们对未来的呼唤也从未止息。
人工智能行业人才短缺早已不是什么秘密。高校作为人才的摇篮，王峰便带领着MindSpore走进了南京的高校，为南京学子提供了昇思MindSpore科普与课程教学。王峰在谈及此事时表示，作为社区所在地区的组织者，有责任和义务把昇思MindSpore带到更多地方，这其中当然包括了组织高校的学习交流活动，支持将昇思MindSpore带到所在公司产品和解决方案中，以及推动AI应用技术交流事宜。
对于个人来讲，参加昇思MindSpore开源社区工作也是王峰职业生涯工作内容方面的一个突破。在相关领域工作十六年之后，王峰积累了对IT软件应用领域的一些深刻认识。这些经验的下一步就是结合AI新的技术应用来解决更多问题，提升软件的价值。通过参加组织地区的活动，本身也是一种认识不同领域和应用的机会。当然，作为践行AI普惠价值的推动者之一，个人影响力虽然有限，但是能有更多从业者加入这一序列的话，就能为昇思MindSpore这类有价值的技术软件在行业普及和落地贡献一份力量。
行至2022，昇思MindSpore还待更多挖掘
积土成山，风雨兴焉; 积水成渊,蛟龙生焉。昇思MindSpore无论是自身技术、社区构建还是开发者生态都是在这样的环境下，一步步地改进、完善和提升。


https://zhidao.baixing.com/question/13024939.html

https://zhidao.baixing.com/question/13025058.html

https://zhidao.baixing.com/question/13025145.html

https://zhidao.baixing.com/question/13025146.html

https://zhidao.baixing.com/question/13025147.html

https://zhidao.baixing.com/question/13025148.html

https://zhidao.baixing.com/question/13025149.html

https://zhidao.baixing.com/question/13025150.html

https://zhidao.baixing.com/question/13025151.html

https://zhidao.baixing.com/question/13025152.html

https://zhidao.baixing.com/question/13025153.html

https://zhidao.baixing.com/question/13025154.html

https://zhidao.baixing.com/question/13025155.html

https://zhidao.baixing.com/question/13025156.html

https://zhidao.baixing.com/question/13025157.html

https://zhidao.baixing.com/question/13025158.html

https://zhidao.baixing.com/question/13025159.html

https://zhidao.baixing.com/question/13025160.html

https://zhidao.baixing.com/question/13025161.html

https://zhidao.baixing.com/question/13025171.html

https://zhidao.baixing.com/question/13025173.html

https://zhidao.baixing.com/question/13025174.html

https://zhidao.baixing.com/question/13025175.html

https://zhidao.baixing.com/question/13025176.html

https://zhidao.baixing.com/question/13025177.html

https://zhidao.baixing.com/question/13025178.html

https://zhidao.baixing.com/question/13025179.html

https://zhidao.baixing.com/question/13025180.html

https://zhidao.baixing.com/question/13025181.html

https://zhidao.baixing.com/question/13025182.html

https://zhidao.baixing.com/question/13025183.html

https://zhidao.baixing.com/question/13025184.html

https://zhidao.baixing.com/question/13025185.html

https://zhidao.baixing.com/question/13025186.html

https://zhidao.baixing.com/question/13025187.html

https://zhidao.baixing.com/question/13025195.html

https://zhidao.baixing.com/question/13025196.html

https://zhidao.baixing.com/question/13025197.html

https://zhidao.baixing.com/question/13025198.html

https://zhidao.baixing.com/question/13025199.html

https://zhidao.baixing.com/question/13025200.html

https://zhidao.baixing.com/question/13025201.html

https://zhidao.baixing.com/question/13025202.html

https://zhidao.baixing.com/question/13025203.html

https://zhidao.baixing.com/question/13025204.html

https://zhidao.baixing.com/question/13025205.html

https://zhidao.baixing.com/question/13025206.html

https://zhidao.baixing.com/question/13025207.html

https://zhidao.baixing.com/question/13025216.html

https://zhidao.baixing.com/question/13025217.html

https://zhidao.baixing.com/question/13025218.html

https://zhidao.baixing.com/question/13025219.html

https://zhidao.baixing.com/question/13025220.html

https://zhidao.baixing.com/question/13025221.html

https://zhidao.baixing.com/question/13025222.html

https://zhidao.baixing.com/question/13025224.html

https://zhidao.baixing.com/question/13025225.html

https://zhidao.baixing.com/question/13025226.html

https://zhidao.baixing.com/question/13025227.html

https://zhidao.baixing.com/question/13025228.html

https://zhidao.baixing.com/question/13025229.html

https://zhidao.baixing.com/question/13025230.html

https://zhidao.baixing.com/question/13025231.html

https://zhidao.baixing.com/question/13025232.html

https://zhidao.baixing.com/question/13025233.html

https://zhidao.baixing.com/question/13025234.html

https://zhidao.baixing.com/question/13025236.html

https://zhidao.baixing.com/question/13025237.html

https://zhidao.baixing.com/question/13025238.html

https://zhidao.baixing.com/question/13025239.html

https://zhidao.baixing.com/question/13025240.html

https://zhidao.baixing.com/question/13025241.html

https://zhidao.baixing.com/question/13025242.html

https://zhidao.baixing.com/question/13025243.html

https://zhidao.baixing.com/question/13025244.html

https://zhidao.baixing.com/question/13025245.html

https://zhidao.baixing.com/question/13025246.html

https://zhidao.baixing.com/question/13025247.html

https://zhidao.baixing.com/question/13025248.html

https://zhidao.baixing.com/question/13025249.html

https://zhidao.baixing.com/question/13025251.html

https://zhidao.baixing.com/question/13025252.html

https://zhidao.baixing.com/question/13025253.html

https://zhidao.baixing.com/question/13025255.html

https://zhidao.baixing.com/question/13025256.html

https://zhidao.baixing.com/question/13025257.html

https://zhidao.baixing.com/question/13025259.html

https://zhidao.baixing.com/question/13025260.html

https://zhidao.baixing.com/question/13025261.html

https://zhidao.baixing.com/question/13025263.html

https://zhidao.baixing.com/question/13025264.html

https://zhidao.baixing.com/question/13025265.html

https://zhidao.baixing.com/question/13025266.html

https://zhidao.baixing.com/question/13025267.html

https://zhidao.baixing.com/question/13025268.html

https://zhidao.baixing.com/question/13025269.html

https://zhidao.baixing.com/question/13025270.html

https://zhidao.baixing.com/question/13025271.html

https://zhidao.baixing.com/question/13025714.html

https://zhidao.baixing.com/question/13025719.html

https://zhidao.baixing.com/question/13025720.html

https://zhidao.baixing.com/question/13025721.html

https://zhidao.baixing.com/question/13025722.html

https://zhidao.baixing.com/question/13025723.html

https://zhidao.baixing.com/question/13025724.html

https://zhidao.baixing.com/question/13025725.html

https://zhidao.baixing.com/question/13025726.html

https://zhidao.baixing.com/question/13025727.html

https://zhidao.baixing.com/question/13025729.html

https://zhidao.baixing.com/question/13025730.html

https://zhidao.baixing.com/question/13025731.html

https://zhidao.baixing.com/question/13025732.html

https://zhidao.baixing.com/question/13025733.html

https://zhidao.baixing.com/question/13025734.html

https://zhidao.baixing.com/question/13025735.html

https://zhidao.baixing.com/question/13025736.html

https://zhidao.baixing.com/question/13025738.html

https://zhidao.baixing.com/question/13025739.html

https://zhidao.baixing.com/question/13025740.html

https://zhidao.baixing.com/question/13025741.html

https://zhidao.baixing.com/question/13025742.html

https://zhidao.baixing.com/question/13025744.html

https://zhidao.baixing.com/question/13025745.html

https://zhidao.baixing.com/question/13025746.html

https://zhidao.baixing.com/question/13025747.html

https://zhidao.baixing.com/question/13025748.html

https://zhidao.baixing.com/question/13025749.html

https://zhidao.baixing.com/question/13025750.html

https://zhidao.baixing.com/question/13025751.html

https://zhidao.baixing.com/question/13025752.html

https://zhidao.baixing.com/question/13025753.html

https://zhidao.baixing.com/question/13025754.html

https://zhidao.baixing.com/question/13025755.html

https://zhidao.baixing.com/question/13025757.html

【开源与结缘，昇思MindSpore携梦而行】https://zhidao.baixing.com/question/13025758.html

https://zhidao.baixing.com/question/13025759.html

https://zhidao.baixing.com/question/13025763.html

https://zhidao.baixing.com/question/13025764.html

https://zhidao.baixing.com/question/13025766.html

https://zhidao.baixing.com/question/13025767.html

https://zhidao.baixing.com/question/13025769.html

https://zhidao.baixing.com/question/13025770.html

https://zhidao.baixing.com/question/13025771.html

https://zhidao.baixing.com/question/13025772.html

https://zhidao.baixing.com/question/13025773.html

https://zhidao.baixing.com/question/13025774.html

https://zhidao.baixing.com/question/13025775.html

https://zhidao.baixing.com/question/13025776.html

https://zhidao.baixing.com/question/13025777.html

https://zhidao.baixing.com/question/13025778.html

https://zhidao.baixing.com/question/13025779.html

https://zhidao.baixing.com/question/13025780.html

https://zhidao.baixing.com/question/13025782.html

https://zhidao.baixing.com/question/13025783.html

https://zhidao.baixing.com/question/13025784.html

https://zhidao.baixing.com/question/13025785.html

https://zhidao.baixing.com/question/13025786.html

https://zhidao.baixing.com/question/13025787.html

https://zhidao.baixing.com/question/13025788.html

https://zhidao.baixing.com/question/13025789.html

https://zhidao.baixing.com/question/13025790.html

https://zhidao.baixing.com/question/13025791.html

https://zhidao.baixing.com/question/13025792.html

https://zhidao.baixing.com/question/13025793.html

https://zhidao.baixing.com/question/13025794.html

https://zhidao.baixing.com/question/13025796.html

https://zhidao.baixing.com/question/13025797.html

https://zhidao.baixing.com/question/13025798.html

https://zhidao.baixing.com/question/13025799.html

https://zhidao.baixing.com/question/13025800.html

https://zhidao.baixing.com/question/13025801.html

https://zhidao.baixing.com/question/13025803.html

https://zhidao.baixing.com/question/13025806.html

https://zhidao.baixing.com/question/13025807.html

https://zhidao.baixing.com/question/13025808.html

https://zhidao.baixing.com/question/13025810.html

https://zhidao.baixing.com/question/13025811.html

https://zhidao.baixing.com/question/13025812.html

https://zhidao.baixing.com/question/13025813.html

https://zhidao.baixing.com/question/13025814.html

https://zhidao.baixing.com/question/13025815.html

https://zhidao.baixing.com/question/13025816.html

https://zhidao.baixing.com/question/13025817.html

https://zhidao.baixing.com/question/13025818.html

https://zhidao.baixing.com/question/13025819.html

https://zhidao.baixing.com/question/13025820.html

https://zhidao.baixing.com/question/13025821.html

https://zhidao.baixing.com/question/13025822.html

https://zhidao.baixing.com/question/13025823.html

https://zhidao.baixing.com/question/13025825.html

https://zhidao.baixing.com/question/13025826.html

https://zhidao.baixing.com/question/13025827.html

https://zhidao.baixing.com/question/13025829.html

https://zhidao.baixing.com/question/13025830.html

https://zhidao.baixing.com/question/13025831.html

https://zhidao.baixing.com/question/13025832.html

https://zhidao.baixing.com/question/13025833.html

https://zhidao.baixing.com/question/13025834.html

https://zhidao.baixing.com/question/13025835.html

https://zhidao.baixing.com/question/13025836.html

https://zhidao.baixing.com/question/13025837.html

https://zhidao.baixing.com/question/13025838.html

https://zhidao.baixing.com/question/13025840.html

https://zhidao.baixing.com/question/13025841.html

https://zhidao.baixing.com/question/13025842.html

https://zhidao.baixing.com/question/13025843.html

https://zhidao.baixing.com/question/13025844.html

https://zhidao.baixing.com/question/13025845.html

https://zhidao.baixing.com/question/13025846.html

https://zhidao.baixing.com/question/13025847.html

https://zhidao.baixing.com/question/13025848.html

https://zhidao.baixing.com/question/13025849.html

https://zhidao.baixing.com/question/13025850.html

https://zhidao.baixing.com/question/13025852.html

https://zhidao.baixing.com/question/13025853.html

https://zhidao.baixing.com/question/13025854.html

https://zhidao.baixing.com/question/13025855.html

https://zhidao.baixing.com/question/13025856.html

https://zhidao.baixing.com/question/13025857.html

https://zhidao.baixing.com/question/13025858.html

https://zhidao.baixing.com/question/13025859.html

https://zhidao.baixing.com/question/13025907.html

https://zhidao.baixing.com/question/13025911.html

https://zhidao.baixing.com/question/13025912.html

https://zhidao.baixing.com/question/13025913.html

https://zhidao.baixing.com/question/13025914.html

https://zhidao.baixing.com/question/13025915.html

https://zhidao.baixing.com/question/13025916.html

https://zhidao.baixing.com/question/13025917.html

https://zhidao.baixing.com/question/13025918.html

https://zhidao.baixing.com/question/13025919.html

https://zhidao.baixing.com/question/13025920.html

https://zhidao.baixing.com/question/13025921.html

https://zhidao.baixing.com/question/13025922.html

https://zhidao.baixing.com/question/13025923.html

https://zhidao.baixing.com/question/13025924.html

https://zhidao.baixing.com/question/13025925.html

https://zhidao.baixing.com/question/13025926.html

https://zhidao.baixing.com/question/13025927.html

https://zhidao.baixing.com/question/13025928.html

https://zhidao.baixing.com/question/13025929.html

https://zhidao.baixing.com/question/13025930.html

https://zhidao.baixing.com/question/13025931.html

https://zhidao.baixing.com/question/13025932.html

https://zhidao.baixing.com/question/13025933.html

https://zhidao.baixing.com/question/13025934.html

https://zhidao.baixing.com/question/13025935.html

https://zhidao.baixing.com/question/13025936.html

https://zhidao.baixing.com/question/13025937.html

https://zhidao.baixing.com/question/13025938.html

https://zhidao.baixing.com/question/13025939.html

https://zhidao.baixing.com/question/13025940.html

https://zhidao.baixing.com/question/13025941.html

https://zhidao.baixing.com/question/13025942.html

https://zhidao.baixing.com/question/13025943.html

https://zhidao.baixing.com/question/13025944.html

https://zhidao.baixing.com/question/13025945.html

https://zhidao.baixing.com/question/13025946.html

https://zhidao.baixing.com/question/13025947.html

https://zhidao.baixing.com/question/13025948.html

https://zhidao.baixing.com/question/13025949.html

https://zhidao.baixing.com/question/13025950.html

https://zhidao.baixing.com/question/13025951.html

https://zhidao.baixing.com/question/13025952.html

https://zhidao.baixing.com/question/13025953.html

https://zhidao.baixing.com/question/13025954.html

https://zhidao.baixing.com/question/13025955.html

https://zhidao.baixing.com/question/13025956.html

https://zhidao.baixing.com/question/13025957.html

https://zhidao.baixing.com/question/13025958.html

https://zhidao.baixing.com/question/13025959.html

https://zhidao.baixing.com/question/13025960.html

https://zhidao.baixing.com/question/13025961.html

https://zhidao.baixing.com/question/13025962.html

https://zhidao.baixing.com/question/13025963.html

https://zhidao.baixing.com/question/13025966.html

https://zhidao.baixing.com/question/13025967.html

https://zhidao.baixing.com/question/13025968.html

https://zhidao.baixing.com/question/13025971.html

https://zhidao.baixing.com/question/13025972.html

https://zhidao.baixing.com/question/13025973.html

https://zhidao.baixing.com/question/13025974.html

https://zhidao.baixing.com/question/13025975.html

https://zhidao.baixing.com/question/13025976.html

https://zhidao.baixing.com/question/13025977.html

https://zhidao.baixing.com/question/13025978.html

https://zhidao.baixing.com/question/13025979.html

https://zhidao.baixing.com/question/13025980.html

https://zhidao.baixing.com/question/13025981.html

https://zhidao.baixing.com/question/13025982.html

https://zhidao.baixing.com/question/13025983.html

https://zhidao.baixing.com/question/13025984.html

https://zhidao.baixing.com/question/13025985.html

https://zhidao.baixing.com/question/13025986.html

https://zhidao.baixing.com/question/13025987.html

https://zhidao.baixing.com/question/13025988.html

https://zhidao.baixing.com/question/13025989.html

https://zhidao.baixing.com/question/13025990.html

https://zhidao.baixing.com/question/13025991.html

https://zhidao.baixing.com/question/13025992.html

https://zhidao.baixing.com/question/13025994.html

https://zhidao.baixing.com/question/13025995.html

https://zhidao.baixing.com/question/13025996.html

https://zhidao.baixing.com/question/13025997.html

https://zhidao.baixing.com/question/13025998.html

https://zhidao.baixing.com/question/13025999.html

https://zhidao.baixing.com/question/13026000.html

https://zhidao.baixing.com/question/13026001.html

https://zhidao.baixing.com/question/13026002.html

https://zhidao.baixing.com/question/13026003.html

https://zhidao.baixing.com/question/13026004.html

https://zhidao.baixing.com/question/13026005.html

https://zhidao.baixing.com/question/13026006.html

https://zhidao.baixing.com/question/13026007.html

https://zhidao.baixing.com/question/13026008.html

https://zhidao.baixing.com/question/13026009.html

https://zhidao.baixing.com/question/13026010.html

https://zhidao.baixing.com/question/13026011.html

https://zhidao.baixing.com/question/13026012.html

https://zhidao.baixing.com/question/13026013.html

https://zhidao.baixing.com/question/13026014.html

https://zhidao.baixing.com/question/13026015.html

https://zhidao.baixing.com/question/13026016.html

https://zhidao.baixing.com/question/13026017.html

https://zhidao.baixing.com/question/13026018.html

https://zhidao.baixing.com/question/13026019.html

https://zhidao.baixing.com/question/13026027.html

https://zhidao.baixing.com/question/13026028.html

https://zhidao.baixing.com/question/13026029.html

https://zhidao.baixing.com/question/13026030.html

https://zhidao.baixing.com/question/13026031.html

https://zhidao.baixing.com/question/13026032.html

https://zhidao.baixing.com/question/13026033.html

https://zhidao.baixing.com/question/13026035.html

https://zhidao.baixing.com/question/13026036.html

https://zhidao.baixing.com/question/13026037.html

https://zhidao.baixing.com/question/13026039.html

https://zhidao.baixing.com/question/13026040.html

https://zhidao.baixing.com/question/13026041.html

https://zhidao.baixing.com/question/13026042.html

https://zhidao.baixing.com/question/13026043.html

https://zhidao.baixing.com/question/13026044.html

https://zhidao.baixing.com/question/13026045.html

https://zhidao.baixing.com/question/13026046.html

https://zhidao.baixing.com/question/13026047.html

https://zhidao.baixing.com/question/13026049.html

https://zhidao.baixing.com/question/13026050.html

https://zhidao.baixing.com/question/13026052.html

https://zhidao.baixing.com/question/13026053.html

https://zhidao.baixing.com/question/13026054.html

https://zhidao.baixing.com/question/13026055.html

https://zhidao.baixing.com/question/13026057.html

https://zhidao.baixing.com/question/13026059.html

https://zhidao.baixing.com/question/13026060.html

https://zhidao.baixing.com/question/13026061.html

https://zhidao.baixing.com/question/13026062.html

https://zhidao.baixing.com/question/13026063.html

https://zhidao.baixing.com/question/13026064.html

https://zhidao.baixing.com/question/13026065.html

https://zhidao.baixing.com/question/13026066.html

https://zhidao.baixing.com/question/13026067.html

https://zhidao.baixing.com/question/13026069.html

https://zhidao.baixing.com/question/13026070.html

https://zhidao.baixing.com/question/13026071.html

https://zhidao.baixing.com/question/13026072.html

https://zhidao.baixing.com/question/13026073.html

https://zhidao.baixing.com/question/13026075.html

https://zhidao.baixing.com/question/13026076.html

https://zhidao.baixing.com/question/13026080.html

https://zhidao.baixing.com/question/13026081.html

https://zhidao.baixing.com/question/13026082.html

https://zhidao.baixing.com/question/13026084.html

https://zhidao.baixing.com/question/13026085.html

https://zhidao.baixing.com/question/13026086.html

https://zhidao.baixing.com/question/13026087.html

https://zhidao.baixing.com/question/13026088.html

https://zhidao.baixing.com/question/13026089.html

https://zhidao.baixing.com/question/13026092.html

https://zhidao.baixing.com/question/13026093.html

https://zhidao.baixing.com/question/13026094.html

https://zhidao.baixing.com/question/13026095.html

https://zhidao.baixing.com/question/13026098.html

https://zhidao.baixing.com/question/13026099.html

https://zhidao.baixing.com/question/13026100.html

https://zhidao.baixing.com/question/13026102.html

https://zhidao.baixing.com/question/13026103.html

https://zhidao.baixing.com/question/13026104.html

https://zhidao.baixing.com/question/13026105.html

https://zhidao.baixing.com/question/13026106.html

https://zhidao.baixing.com/question/13026107.html

https://zhidao.baixing.com/question/13026108.html

https://zhidao.baixing.com/question/13026109.html

https://zhidao.baixing.com/question/13026110.html

https://zhidao.baixing.com/question/13026111.html

https://zhidao.baixing.com/question/13026115.html

https://zhidao.baixing.com/question/13026131.html

https://zhidao.baixing.com/question/13026132.html

https://zhidao.baixing.com/question/13026133.html

https://zhidao.baixing.com/question/13026134.html

https://zhidao.baixing.com/question/13026136.html

https://zhidao.baixing.com/question/13026137.html

https://zhidao.baixing.com/question/13026138.html

https://zhidao.baixing.com/question/13026139.html

https://zhidao.baixing.com/question/13026140.html

https://zhidao.baixing.com/question/13026141.html

https://zhidao.baixing.com/question/13026142.html

https://zhidao.baixing.com/question/13026143.html

https://zhidao.baixing.com/question/13026144.html

https://zhidao.baixing.com/question/13026145.html

https://zhidao.baixing.com/question/13026146.html

https://zhidao.baixing.com/question/13026147.html

https://zhidao.baixing.com/question/13026148.html

https://zhidao.baixing.com/question/13026149.html

https://zhidao.baixing.com/question/13026151.html

https://zhidao.baixing.com/question/13026152.html

https://zhidao.baixing.com/question/13026153.html

https://zhidao.baixing.com/question/13026155.html

https://zhidao.baixing.com/question/13026156.html

https://zhidao.baixing.com/question/13026157.html

https://zhidao.baixing.com/question/13026158.html

https://zhidao.baixing.com/question/13026159.html

https://zhidao.baixing.com/question/13026160.html

https://zhidao.baixing.com/question/13026162.html

https://zhidao.baixing.com/question/13026163.html

https://zhidao.baixing.com/question/13026164.html

https://zhidao.baixing.com/question/13026165.html

https://zhidao.baixing.com/question/13026166.html

https://zhidao.baixing.com/question/13026167.html

https://zhidao.baixing.com/question/13026168.html

https://zhidao.baixing.com/question/13026170.html

https://zhidao.baixing.com/question/13026171.html

https://zhidao.baixing.com/question/13026172.html

https://zhidao.baixing.com/question/13026173.html

https://zhidao.baixing.com/question/13026174.html

https://zhidao.baixing.com/question/13026175.html

https://zhidao.baixing.com/question/13026176.html

https://zhidao.baixing.com/question/13026177.html

https://zhidao.baixing.com/question/13026178.html

https://zhidao.baixing.com/question/13026179.html

https://zhidao.baixing.com/question/13026181.html

https://zhidao.baixing.com/question/13026182.html

https://zhidao.baixing.com/question/13026183.html

https://zhidao.baixing.com/question/13026184.html

https://zhidao.baixing.com/question/13026194.html

https://zhidao.baixing.com/question/13026195.html

https://zhidao.baixing.com/question/13026196.html

https://zhidao.baixing.com/question/13026197.html

https://zhidao.baixing.com/question/13026198.html

https://zhidao.baixing.com/question/13026199.html

https://zhidao.baixing.com/question/13026200.html

https://zhidao.baixing.com/question/13026201.html

https://zhidao.baixing.com/question/13026202.html

https://zhidao.baixing.com/question/13026203.html

https://zhidao.baixing.com/question/13026204.html

https://zhidao.baixing.com/question/13026205.html

https://zhidao.baixing.com/question/13026207.html

https://zhidao.baixing.com/question/13026208.html

https://zhidao.baixing.com/question/13026209.html

https://zhidao.baixing.com/question/13026210.html

https://zhidao.baixing.com/question/13026211.html

https://zhidao.baixing.com/question/13026212.html

https://zhidao.baixing.com/question/13026213.html

https://zhidao.baixing.com/question/13026215.html

https://zhidao.baixing.com/question/13026216.html

https://zhidao.baixing.com/question/13026217.html

https://zhidao.baixing.com/question/13026219.html

https://zhidao.baixing.com/question/13026221.html

https://zhidao.baixing.com/question/13026222.html

https://zhidao.baixing.com/question/13026223.html

https://zhidao.baixing.com/question/13026225.html

https://zhidao.baixing.com/question/13026226.html

https://zhidao.baixing.com/question/13026227.html

https://zhidao.baixing.com/question/13026228.html

https://zhidao.baixing.com/question/13026229.html

https://zhidao.baixing.com/question/13026230.html

https://zhidao.baixing.com/question/13026231.html

https://zhidao.baixing.com/question/13026233.html

https://zhidao.baixing.com/question/13026234.html

https://zhidao.baixing.com/question/13026236.html

https://zhidao.baixing.com/question/13026237.html

https://zhidao.baixing.com/question/13026239.html

https://zhidao.baixing.com/question/13026240.html

https://zhidao.baixing.com/question/13026241.html

https://zhidao.baixing.com/question/13026242.html

https://zhidao.baixing.com/question/13026243.html

https://zhidao.baixing.com/question/13026244.html

https://zhidao.baixing.com/question/13026245.html

https://zhidao.baixing.com/question/13026246.html

https://zhidao.baixing.com/question/13026248.html

https://zhidao.baixing.com/question/13026249.html

https://zhidao.baixing.com/question/13026251.html

https://zhidao.baixing.com/question/13026253.html

https://zhidao.baixing.com/question/13026255.html

https://zhidao.baixing.com/question/13026256.html

https://zhidao.baixing.com/question/13026257.html

https://zhidao.baixing.com/question/13026258.html

https://zhidao.baixing.com/question/13026260.html

https://zhidao.baixing.com/question/13026261.html

https://zhidao.baixing.com/question/13026263.html

https://zhidao.baixing.com/question/13026264.html

https://zhidao.baixing.com/question/13026265.html

https://zhidao.baixing.com/question/13026266.html

https://zhidao.baixing.com/question/13026267.html

https://zhidao.baixing.com/question/13026268.html

https://zhidao.baixing.com/question/13026269.html

https://zhidao.baixing.com/question/13026270.html

https://zhidao.baixing.com/question/13026271.html

https://zhidao.baixing.com/question/13026272.html

https://zhidao.baixing.com/question/13026273.html

https://zhidao.baixing.com/question/13026274.html

https://zhidao.baixing.com/question/13026275.html

https://zhidao.baixing.com/question/13026277.html

https://zhidao.baixing.com/question/13026278.html

https://zhidao.baixing.com/question/13026279.html

https://zhidao.baixing.com/question/13026280.html

https://zhidao.baixing.com/question/13026281.html

https://zhidao.baixing.com/question/13026282.html

https://zhidao.baixing.com/question/13026283.html

https://zhidao.baixing.com/question/13026285.html

https://zhidao.baixing.com/question/13026286.html

https://zhidao.baixing.com/question/13026287.html

https://zhidao.baixing.com/question/13026288.html

https://zhidao.baixing.com/question/13026290.html

https://zhidao.baixing.com/question/13026292.html

https://zhidao.baixing.com/question/13026294.html

https://zhidao.baixing.com/question/13026295.html

https://zhidao.baixing.com/question/13026296.html

https://zhidao.baixing.com/question/13026297.html

https://zhidao.baixing.com/question/13026298.html

https://zhidao.baixing.com/question/13026299.html

https://zhidao.baixing.com/question/13026300.html

https://zhidao.baixing.com/question/13026301.html

https://zhidao.baixing.com/question/13026303.html

https://zhidao.baixing.com/question/13026305.html

https://zhidao.baixing.com/question/13026306.html

https://zhidao.baixing.com/question/13026307.html

https://zhidao.baixing.com/question/13026308.html

https://zhidao.baixing.com/question/13026309.html

https://zhidao.baixing.com/question/13026310.html

https://zhidao.baixing.com/question/13026311.html

https://zhidao.baixing.com/question/13026315.html

https://zhidao.baixing.com/question/13026316.html

https://zhidao.baixing.com/question/13026318.html

https://zhidao.baixing.com/question/13026319.html

https://zhidao.baixing.com/question/13026320.html

https://zhidao.baixing.com/question/13026321.html

https://zhidao.baixing.com/question/13026322.html

https://zhidao.baixing.com/question/13026324.html

https://zhidao.baixing.com/question/13026326.html

https://zhidao.baixing.com/question/13026327.html

https://zhidao.baixing.com/question/13026328.html

https://zhidao.baixing.com/question/13026329.html

https://zhidao.baixing.com/question/13026330.html

https://zhidao.baixing.com/question/13026331.html

https://zhidao.baixing.com/question/13026333.html

https://zhidao.baixing.com/question/13026334.html

https://zhidao.baixing.com/question/13026335.html

https://zhidao.baixing.com/question/13026336.html

https://zhidao.baixing.com/question/13026337.html

https://zhidao.baixing.com/question/13026338.html

https://zhidao.baixing.com/question/13026340.html

https://zhidao.baixing.com/question/13026341.html

https://zhidao.baixing.com/question/13026342.html

https://zhidao.baixing.com/question/13026343.html

https://zhidao.baixing.com/question/13026344.html

https://zhidao.baixing.com/question/13026345.html

https://zhidao.baixing.com/question/13026346.html

https://zhidao.baixing.com/question/13026347.html

https://zhidao.baixing.com/question/13026349.html

https://zhidao.baixing.com/question/13026352.html

https://zhidao.baixing.com/question/13026354.html

https://zhidao.baixing.com/question/13026355.html

https://zhidao.baixing.com/question/13026356.html

https://zhidao.baixing.com/question/13026357.html

https://zhidao.baixing.com/question/13026358.html

https://zhidao.baixing.com/question/13026359.html

https://zhidao.baixing.com/question/13026361.html

https://zhidao.baixing.com/question/13026362.html

https://zhidao.baixing.com/question/13026364.html

https://zhidao.baixing.com/question/13026365.html

https://zhidao.baixing.com/question/13026366.html

https://zhidao.baixing.com/question/13026367.html

https://zhidao.baixing.com/question/13026368.html

https://zhidao.baixing.com/question/13026369.html

https://zhidao.baixing.com/question/13026370.html

https://zhidao.baixing.com/question/13026371.html

https://zhidao.baixing.com/question/13026372.html

    推荐阅读


    上一篇：Linux矿虫现形记

    下一篇：Linux运维必备技能（如何在 Vim 中删除多行（））