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C++ Template Metaprogrammin g in Practice: A Deep Learning Framework by Wei Li
£94.92
RRP £104.99
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eBay item number:375780052104
Item specifics
- Condition
- EAN
- 9780367609566
- UPC
- 9780367609566
- ISBN
- 9780367609566
- MPN
- N/A
- Book Title
- C++ Template Metaprogramming in Practice: A Deep L
- Item Length
- 25.7 cm
- Publication Year
- 2020
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- C++ Template Metaprogramming in Practice: a Deep Learning Framework
- Item Height
- 254 mm
- Publisher
- Taylor & Francis LTD
- Subject
- Computer Science
- Item Weight
- 785 g
- Item Width
- 178 mm
- Number of Pages
- 308 Pages
About this product
Product Information
Using the implementation of a deep learning framework as an example, C++ Template Metaprogramming in Practice: A Deep Learning Framework explains the application of metaprogramming in a relatively large project and emphasizes ways to optimize systems performance. The book is suitable for developers with a basic knowledge of C++. Developers familiar with mainstream deep learning frameworks can also refer to this book to compare the differences between the deep learning framework implemented with metaprogramming and compile-time computing with deep learning frameworks using object-oriented methods. Consisting of eight chapters, the book starts with two chapters discussing basic techniques of metaprogramming and compile-time computing. The rest of the book's chapters focus on the practical application of metaprogramming in a deep learning framework. It examines rich types and systems, expression templates, and writing complex meta-functions, as well as such topics as: Heterogeneous dictionaries and policy templates An introduction to deep learning Type system and basic data types Operations and expression templates Basic layers Composite and recurrent layers Evaluation and its optimization Metaprogramming can construct flexible and efficient code. For C++ developers who are familiar with object-oriented programming, the main difficulty in learning and mastering C++ metaprogramming is establishing the thinking mode of functional programming. The meta-programming approach involved at compile time is functional, which means that the intermediate results of the construction cannot be changed, and the impact may be greater than expected. This book enables C++ programmers to develop a functional mindset and metaprogramming skills. The book also discusses the development cost and use cost of metaprogramming and provides workarounds for minimizing these costs.
Product Identifiers
Publisher
Taylor & Francis LTD
ISBN-13
9780367609566
eBay Product ID (ePID)
24046519758
Product Key Features
Number of Pages
308 Pages
Language
English
Publication Name
C++ Template Metaprogramming in Practice: a Deep Learning Framework
Publication Year
2020
Subject
Computer Science
Type
Textbook
Format
Hardcover
Dimensions
Item Height
254 mm
Item Weight
785 g
Item Width
178 mm
Additional Product Features
Country/Region of Manufacture
United Kingdom
Item description from the seller
Seller business information
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