home libri books Fumetti ebook dvd top ten sconti 0 Carrello


Torna Indietro

wei li - c++ template metaprogramming in practice

C++ Template Metaprogramming in Practice A Deep Learning Framework




Disponibilità: Normalmente disponibile in 20 giorni
A causa di problematiche nell'approvvigionamento legate alla Brexit sono possibili ritardi nelle consegne.


PREZZO
129,98 €
NICEPRICE
123,48 €
SCONTO
5%



Questo prodotto usufruisce delle SPEDIZIONI GRATIS
selezionando l'opzione Corriere Veloce in fase di ordine.


Pagabile anche con Carta della cultura giovani e del merito, 18App Bonus Cultura e Carta del Docente


Facebook Twitter Aggiungi commento


Spese Gratis

Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 12/2020
Edizione: 1° edizione





Note Editore

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 andsystems, 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.




Sommario

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.




Autore

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. Hecurrently 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.










Altre Informazioni

ISBN:

9780367609566

Condizione: Nuovo
Dimensioni: 10 x 7 in Ø 1.74 lb
Formato: Copertina rigida
Illustration Notes:2 tables and 10 halftones
Pagine Arabe: 308
Pagine Romane: xxx


Dicono di noi