Every Bit Counts: Posit Computing (每一位都重要:正位計算)
Gustafson, John L.
- 出版商: CRC
- 出版日期: 2024-11-29
- 售價: $2,330
- 貴賓價: 9.5 折 $2,214
- 語言: 英文
- 頁數: 442
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032738057
- ISBN-13: 9781032738055
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商品描述
Written by one of the foremost experts in high-performance computing and the inventor of Gustafson's law, Every Bit Counts: Posit Computing explains the foundations of a new way for computers to calculate that saves time, storage, energy, and power by packing more information into every bit than do legacy approaches. Both the AI and HPC communities are increasingly using the posit approach that Gustafson introduced in 2017, which may be the future of technical computing.
What may seem like a dry subject is made engaging by including the human and historical side of the struggle to represent numbers on machines. The book is richly illustrated in full color throughout, with every effort made to make the material as clear and accessible as possible, and even humorous.
Starting with the simplest form of the idea, the chapters gradually add concepts according to stated mathematical and engineering design principles, building a robust tool kit for creating application-specific number systems. There is also a thorough explanation of the Posit(TM) Standard (2022), with motivations and examples that expand on that terse 12-page document.
商品描述(中文翻譯)
由高效能運算領域的頂尖專家之一及Gustafson定律的發明者所撰寫的《每一位都重要:Posit計算》解釋了一種新的計算方式的基礎,這種方式透過在每一位中包裝比傳統方法更多的信息,來節省時間、儲存空間、能源和功率。AI和HPC社群越來越多地使用Gustafson在2017年提出的方法,這可能是技術計算的未來。
看似枯燥的主題透過包含人類和歷史的角度,使得這場在機器上表示數字的鬥爭變得引人入勝。這本書全彩豐富插圖,並盡力使材料盡可能清晰易懂,甚至帶有幽默感。
從這個概念的最簡單形式開始,各章節根據所述的數學和工程設計原則逐步增加概念,建立一個強大的工具包,用於創建特定應用的數字系統。書中還對進行了詳細解釋,並提供了動機和範例,擴展了那份簡短的12頁文件。
作者簡介
Prof. John L. Gustafson is a pioneer in high-performance computing, known for a breakthrough in parallel processing (Gustafson's law) for which he received the inaugural Gordon Bell Prize. He is a former Director at Intel Labs and a former Senior Fellow and Chief Product Architect at AMD. He now leads efforts to replace legacy computer arithmetic with high-efficiency next-generation approaches.
作者簡介(中文翻譯)
約翰·L·古斯塔夫森教授是高效能計算的先驅,以其在平行處理方面的突破(古斯塔夫森定律)而聞名,並因此獲得首屆戈登·貝爾獎。他曾擔任英特爾實驗室的主任,以及AMD的高級研究員和首席產品架構師。現在,他領導著將傳統計算算術替換為高效能下一代方法的工作。