Ascend AI Processor Architecture and Programming: Principles and Applications of CANN
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- Synopsis
- Ascend AI Processor Architecture and Programming: Principles and Applications of CANN offers in-depth AI applications using Huawei’s Ascend chip, presenting and analyzing the unique performance and attributes of this processor. The title introduces the fundamental theory of AI, the software and hardware architecture of the Ascend AI processor, related tools and programming technology, and typical application cases. It demonstrates internal software and hardware design principles, system tools and programming techniques for the processor, laying out the elements of AI programming technology needed by researchers developing AI applications. Chapters cover the theoretical fundamentals of AI and deep learning, the state of the industry, including the current state of Neural Network Processors, deep learning frameworks, and a deep learning compilation framework, the hardware architecture of the Ascend AI processor, programming methods and practices for developing the processor, and finally, detailed case studies on data and algorithms for AI. Presents the performance and attributes of the Huawei Ascend AI processorDescribes the software and hardware architecture of the Ascend processorLays out the elements of AI theory, processor architecture, and AI applicationsProvides detailed case studies on data and algorithms for AIOffers insights into processor architecture and programming to spark new AI applications
- Copyright:
- 2020
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 308 Pages
- ISBN-13:
- 9780128234891
- Related ISBNs:
- 9780128234884, 9780128234884
- Publisher:
- Elsevier Science
- Date of Addition:
- 05/15/21
- Copyrighted By:
- Elsevier Science & Technology
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.