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This is a recap of a event that we did in Shanghai. The text is mainly in Chinese. If you need the details in English, do let us know. Cheers! 如何使用机器学习技术来解决FPGA设计上的问题 2014年3月29日在IC咖啡上海站讨论在FPGA设计里工程师与设计团队所面对的问题,及如何应用数据分析和机器学习演算法来解决。 【主讲人】 黄瀚华, 技术副总裁 张伟雄 Kirvy,  产品总裁 讲座分享内容: 一、机器学习: · 定义:专门研究计算机怎样模拟或实现人类的学习行为,以获取新的知识或技能,重新组织已有的知识结构使之不断改善自身的性能。 · 机器学习技术很适合用在所谓的“大数据”应用,例如网络商家的商品推荐系统、石油开采的开采地点预测工具等。 · FPGA设计其实也包含了大数据的特征,所以时序、利用率、功耗方面的问题都能以机器学习技术来解决。 二、新的解决方案: · 采用机器学习演算法,胜过现有的方法(例:尝试不同的“种子”)几倍。 · 流程: (一)分析FPGA器件、设计项目、约束条件等输入参数,以及编译过程中所达到的时序频率、利用率和功耗等结果之间的相关性。 (二)推断对项目最有利的综合、布局布线设置参数。 (三)产生新的编译设置的组合。 (四)从结果中不断学习新的相关性,不断自我改良。 […]

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Today we launched http://cn.plunify.com. Users in China will be able to enjoy a faster and smoother experience. Upon clicking on the login button, they will be re-directed to a server located in China which acts as a “gateway” to the Amazon Web Services cloud. If you have been in China, even in major cities like […]

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The days where Username and Password authentication sufficed for logging in to my email – only for me to check “remember me” – are long gone.  Lo and behold, a new generation (pun intended) of One-Time-Password (OTP) dongles are here to weigh our pockets down.  The extra weight not only makes the authentication process a […]

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Spending a couple of days in the Lone Star State for the 50th Design Automation Conference–more  precisely, in Austin, live music capital of the world, a very nice city (if a little warm) with sumptuous food and a vibrant semiconductor community. Due to a tight schedule, we didn’t get to go to any of the jazz lounges, […]

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I’d like to share a story which our customer has graciously allowed us to write about. The Council for Scientific and Industrial Research (CSIR) is the leading R&D organization in South Africa, looking into areas like defense, communications and bioscience. The CSIR engineers are a great bunch of people–friendly and very good at what they […]

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(Originally published at AllProgrammablePlanet) “… Recently, I completed “The Wheel of Time” novels — a fantasy series written by Robert Jordan and Brandon Sanderson over a period of two decades. Events in the story take place in a fictitious world created by the author’s imagination and brought to life in words — a creative process that […]

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Neon lights, glitzy shows and the latest in consumer electronics. Who could have resisted the opportunity to meet chip designers at the annual Consumer Electronics Show in Las Vegas? Not us! As part of a joint effort with a couple of other companies, we organized what became known as Suite Innovation (https://www.facebook.com/SuiteInnovation), a CES event […]

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Plunify had the opportunity to showcase FPGAAccel and the capabilities of its cloud platform at this annual semiconductor industry event that was held on April 24-26, 2012 at Marina Bay Sands Expo & Convention Center Singapore. http://www.semiconsingapore.org/

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A poll on the challenges associated with FPGA design in an FPGA discussion group on LinkedIn caught my attention recently. Conducted by Cuong Nguyen from EDA Direct, it drew several lengthy comments. Poll: FPGA Design Challenges My vote went to Timing Closure – definitely one of the most frustrating and time-consuming classes of problems for […]

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(This post was sparked by an interesting email conversation with a user. I promised that I will post my views in a new blog article, so here it is) Why doesn’t Plunify yet provide a hybrid solution, a solution that works seamlessly on private and public clouds? For those who are finding out about us […]

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