購物比價找書網找車網
FindBook  
 有 1 項符合

Deep Learning at Scale: At the Intersection of Hardware, Software, and Data

的圖書
Deep Learning at Scale: At the Intersection of Hardware, Software, and Data Deep Learning at Scale: At the Intersection of Hardware, Software, and Data

作者:Mall 
出版社:O’Reilly Media
出版日期:2024-07-23
語言:英文   規格:平裝 / 400頁 / 普通級/ 初版
圖書選購
型式價格供應商所屬目錄
 
$ 3040
博客來 博客來
人工智慧
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:Deep Learning at Scale: At the Intersection of Hardware, Software, and Data

內容簡介

Bringing a deep-learning project into production at scale is quite challenging. To successfully scale your project, a foundational understanding of full stack deep learning, including the knowledge that lies at the intersection of hardware, software, data, and algorithms, is required.

This book illustrates complex concepts of full stack deep learning and reinforces them through hands-on exercises to arm you with tools and techniques to scale your project. A scaling effort is only beneficial when it’s effective and efficient. To that end, this guide explains the intricate concepts and techniques that will help you scale effectively and efficiently.

You’ll gain a thorough understanding of:

  • How data flows through the deep-learning network and the role the computation graphs play in building your model
  • How accelerated computing speeds up your training and how best you can utilize the resources at your disposal
  • How to train your model using distributed training paradigms, i.e., data, model, and pipeline parallelism
  • How to leverage PyTorch ecosystems in conjunction with NVIDIA libraries and Triton to scale your model training
  • Debugging, monitoring, and investigating the undesirable bottlenecks that slow down your model training
  • How to expedite the training lifecycle and streamline your feedback loop to iterate model development
  • A set of data tricks and techniques and how to apply them to scale your training model
  • How to select the right tools and techniques for your deep-learning project
  • Options for managing the compute infrastructure when running at scale

 

詳細資料

  • ISBN:9781098145286
  • 規格:平裝 / 400頁 / 普通級 / 初版
  • 出版地:美國
贊助商廣告
 
 
Taaze 讀冊生活 - 暢銷排行榜
氣質系硬筆1000字帖
作者:郭仕鵬
出版社:朱雀文化事業有限公司
出版日期:2018-07-03
$ 221 
金石堂 - 暢銷排行榜
嫁入狼族~異種婚姻譚~Ⅱ (特裝版)
作者:犬居葉菜
出版社:東立出版社
出版日期:2024-10-23
$ 162 
Taaze 讀冊生活 - 暢銷排行榜
牽衫尾
作者:葉國居
出版社:聯合文學出版社股份有限公司
出版日期:2024-10-17
$ 270 
金石堂 - 暢銷排行榜
反派吸血鬼的求生哲學03(完)(限制級)
作者:草草泥
出版社:朧月書版有限公司
出版日期:2024-11-13
$ 229 
 
Taaze 讀冊生活 - 新書排行榜
錯開季節的花朵
作者:蕭嫚
出版社:遠景出版事業有限公司
出版日期:2024-08-30
$ 174 
博客來 - 新書排行榜
制度基因:中國制度與極權主義制度的起源
作者:許成鋼
出版社:國立臺灣大學出版中心
出版日期:2024-11-13
$ 750 
博客來 - 新書排行榜
當爸媽過了65歲:你一定要知道的醫療、長照、財務、法律知識【全新增修版】
作者:康哲偉
出版社:先覺
出版日期:2024-11-01
$ 300 
Taaze 讀冊生活 - 新書排行榜
我、腦子和粉紅色的諮商師
作者:毛毛毛
出版社:英屬維京群島商高寶國際有限公司台灣分公司
出版日期:2024-10-30
$ 279 
 

©2024 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策