Ascend AI Processor Architecture and Programming: Principles and Applications of CANN
Autor Xiaoyao Liangen Limba Engleză Paperback – 26 iul 2020
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 processor
- Describes the software and hardware architecture of the Ascend processor
- Lays out the elements of AI theory, processor architecture, and AI applications
- Provides detailed case studies on data and algorithms for AI
- Offers insights into processor architecture and programming to spark new AI applications
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Specificații
ISBN-13: 9780128234884
ISBN-10: 0128234881
Pagini: 308
Ilustrații: Approx. 147 illustrations
Dimensiuni: 191 x 235 mm
Greutate: 0.54 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128234881
Pagini: 308
Ilustrații: Approx. 147 illustrations
Dimensiuni: 191 x 235 mm
Greutate: 0.54 kg
Editura: ELSEVIER SCIENCE
Public țintă
System designers, programmers, application developers, and system software developers; Researchers in academia and industry specializing in artificial intelligence.Cuprins
1. Basic Theory2. Industry Background3. Hardware Architecture4. Software Architecture5. Programming Methods6. Case Studies