Machine Learning | 機器學習

  • 機器學習是什麼?
    機器學習(Machine Learning) 是電腦系統使用演算法和統計模型來有效執行特定任務的科學研究,無需使用明確的指令,而是依靠模型(models)和推論(inference)。它被視為人工智慧的一個子集。

  • 為何需要?

  • 誰會用到?
    如果有興趣開發任何形式的自動或半自動智慧設備,能夠根據以前經過訓練的Big Data做出相對應的回饋做出決策,那就需要進行培訓調整你的人工智慧。因此,機器學習是過程中必要的一環。

  • 技嘉的特色
    我們的DNN學習架構可以通過自動參數調整和更好的 GPU 記憶體利用率來優化批次處理操作。通過採用圖形介面,讓非技術使用者也能方便的操作實驗。DNN可以大幅縮短訓練過程中反複試驗的時間,使其成為將傳統企業轉型為智能世代的完美跨領域專業 AI 培訓計畫。。

    What is a Server? A Tech Guide by GIGABYTE
    In the modern age, we enjoy an incredible amount of computing power—not because of any device that we own, but because of the servers we are connected to. They handle all our myriad requests, whether it is to send an email, play a game, or find a restaurant. They are the inventions that make our intrinsically connected age of digital information possible. But what, exactly, is a server? GIGABYTE Technology, an industry leader in high-performance servers, presents our latest Tech Guide. We delve into what a server is, how it works, and what exciting new breakthroughs GIGABYTE has made in the field of server solutions.
    Spain’s IFISC Tackles COVID-19, Climate Change with GIGABYTE Servers
    By using GIGABYTE, Spain’s Institute for Cross-Disciplinary Physics and Complex Systems is pitting the world’s foremost server solutions against some of the world’s most pressing issues, including the effects of climate change, the effects of pollution, and the COVID-19 pandemic. GIGABYTE servers are up to the diverse and daunting tasks, because they are designed for high performance computing, intensive numerical simulations, AI development, and big data management.
    The University of Barcelona Gets a Computing Boost with GIGABYTE Servers
    The Institute of Theoretical and Computational Chemistry at the University of Barcelona has increased the capacity of their on-campus data center by over 40% with a new cluster of GIGABYTE servers. Hundreds of researchers will benefit from the computing power of AMD EPYC™ processors. Administrators can easily manage the cluster with GIGABYTE Server Management (GSM), a proprietary multiple server remote management software platform provided for free by GIGABYTE.
    Lowell Observatory Looks for Habitable Exoplanets with GIGABYTE Servers
    Arizona’s Lowell Observatory is studying the Sun with GIGABYTE’s G482-Z50 GPU Server in an effort to filter out “stellar noise” when looking for habitable planets outside of our Solar System. The server’s AMD EPYC™ processors, parallel computing capabilities, excellent scalability, and industry-leading stability are all features that qualify it for this astronomical task, making the discovery of a true “Twin Earth” achievable within our lifetime.
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