Li Wei

C++ Template Metaprogramming in Practice

A Deep Learning Framework

• Gebundenes Buch

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 308
• Erscheinungstermin: 2. Dezember 2020
• Englisch
• Abmessung: 257mm x 178mm x 23mm
• Gewicht: 808g
• ISBN-13: 9780367609566
• ISBN-10: 0367609568
• Artikelnr.: 59998404

Autorenporträt

Li Wei graduated from Tsinghua University in 2011 and has been engaged in the development and maintenance of the online prediction section of the deep learning machine translation system at Baidu's Natural Language Processing Department. He currently works for Microsoft Advanced Technology Center and has more than ten years of relevant development experience, with a strong interest in C++ template meta-programming and compile-time computing.

Inhaltsangabe

Part I. Introduction 1. Basic Tips 2. Heterogeneous Dictionaries and Policy
Templates Part II. The Deep Learning Framework 3. A Brief Introduction to
Deep Learning 4. Type System and Basic Data Types 5. Operations and
Expression Templates 6. Basic Layers 7. Composite and Recurrent Layers 8.
Evaluation and Its Optimization. Postscript.