C++ Template Metaprogramming in Practice,Used

C++ Template Metaprogramming in Practice,Used

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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 compiletime computing with deep learning frameworks using objectoriented methods.Consisting of eight chapters, the book starts with two chapters discussing basic techniques of metaprogramming and compiletime computing. The rest of the books chapters focus on the practical application of metaprogramming in a deep learning framework. It examines rich types and systems, expression templates, and writing complex metafunctions, as well as such topics as:Heterogeneous dictionaries and policy templatesAn introduction to deep learningType system and basic data typesOperations and expression templatesBasic layersComposite and recurrent layersEvaluation and its optimizationMetaprogramming can construct flexible and efficient code. For C++ developers who are familiar with objectoriented programming, the main difficulty in learning and mastering C++ metaprogramming is establishing the thinking mode of functional programming. The metaprogramming 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.

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To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.

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