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248521514
LLVM Code Generation: A deep dive into compiler backend development
87% of respondents would recommend this to a friend
Item #:
248521514
USD 63
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Explore the world of code generation with the LLVM infrastructure, and learn how to extend existing backends or develop your own.
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What Stands Out
Comprehensive Guide
Offers an in-depth exploration of LLVM code generation, making it suitable for both beginners and experienced developers looking to understand compiler backend development thoroughly.
Practical Examples
Includes practical coding examples and real-world applications, enabling readers to apply theoretical knowledge in compiler optimization and backend construction effectively.
Expert Insights
Features contributions from industry experts, providing readers with insider knowledge and advanced techniques to enhance their skills in compiler development and software engineering.
Product Details
- “If you're working in or interested in LLVM and code generation, this book should definitely be on your list. Highly recommended!” -Yacob (Kobi) Cohen Arazi, Software Engineer at NVIDIA. “If you're passionate about compilers and eager to stay ahead in this dynamic field, I highly recommend giving this book a read.” -Arya Mazaheri, Co-founder of PanocularAI “I think that this book will lower the access barrier to LLVM significantly and very quickly be on the desks of compiler engineers and students.” -Sebastian Hac, Professor (Compilers) at Saarland University Key FeaturesUnderstand the steps involved in generating assembly code from LLVM IR Learn the key constructs needed to leverage LLVM for your hardware or backend Strengthen your understanding with targeted exercises and practical examples in every chapter Book DescriptionThe LLVM infrastructure is a popular compiler ecosystem widely used in the tech industry and academia. This technology is crucial for both experienced and aspiring compiler developers looking to make an impact in the field. Written by Quentin Colombet, a veteran LLVM contributor and architect of the GlobalISel framework, this book provides a primer on the main aspects of LLVM, with an emphasis on its backend infrastructure; that is, everything needed to transform the intermediate representation (IR) produced by frontends like Clang into assembly code and object files. You’ll learn how to write an optimizing code generator for a toy backend in LLVM. The chapters will guide you step by step through building this backend while exploring key concepts, such as the ABI, cost model, and register allocation. You’ll also find out how to express these concepts using LLVM's existing infrastructure and how established backends address these challenges. By the end of this book, you’ll have gained a deeper understanding of LLVM. The concepts presented are expected to remain stable across different LLVM versions, making this book a reliable quick reference guide for understanding LLVM. What you will learnUnderstand essential compiler concepts, such as SSA, dominance, and ABI Build and extend LLVM backends for creating custom compiler features Optimize code by manipulating LLVM's Intermediate Representation Contribute effectively to LLVM open-source projects and development Develop debugging skills for LLVM optimizations and passes Who this book is for This book is for both beginners to LLVM and experienced LLVM developers. If you’re new to LLVM, it offers a clear, approachable guide to compiler backends, starting with foundational concepts. For seasoned LLVM developers, it dives into less-documented areas such as TableGen, MachineIR, and MC, enabling you to solve complex problems and expand your expertise. Whether you’re starting out or looking to deepen your knowledge, this book has something for you. Table of ContentsBuilding LLVM and Understanding the Directory Structure Contributing to LLVM Compiler Basics and How They Map to LLVM APIs Writing Your First Optimization Dealing with Pass Managers TableGen – LLVM Swiss Army Knife for Modeling Understanding LLVM IR Survey of the Existing Passes Introducing Target-Specific Constructs Hands-On Debugging LLVM IR Passes Legacy Instruction Selection Framework - SelectionDAG Getting Started with the Machine Code Layer The Machine Pass Pipeline Getting Started with Instruction Selection Instruction Selection: The IR Building Phase Instruction Selection: The Legalization Phase Mehr lesen
| Herausgeber | Packt Publishing |
| Erscheinungstermin | 23. Mai 2025 |
| Sprache | Englisch |
| Seitenzahl der Print-Ausgabe | 608 Seiten |
| ISBN-10 | 1837637784 |
| ISBN-13 | 978-1837637782 |
| Abmessungen | 19.05 x 3.56 x 23.5 cm |
Product Description
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Customer Questions & Answers
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Question:
Who is this book ideal for?
Answer: This book is perfect for both new and experienced compiler developers looking to understand and work with LLVM. -
Question:
What foundational knowledge will I gain?
Answer: You will learn about key compiler constructs and how to leverage LLVM for backend development. -
Question:
Does the purchase include additional resources?
Answer: Yes, the purchase includes a free PDF eBook along with the print or Kindle version.
Englisch Ausgabe von Quentin Colombet (Autor) Format: C++ Editorial Review
LLVM Code Generation: A Deep Dive Into Compiler Backend Development is a comprehensive guide for both beginners and experienced developers looking to master LLVM. The author, Quentin Colombet, offers an in-depth exploration of compiler theory alongside practical applications, with step-by-step guidance on using LLVM. This extensive 608-page book carefully demystifies the complexities of LLVM, focusing on essential background concepts and advanced optimization techniques crucial for generating efficient code. This book is a highly recommended resource for computer science students and professionals seeking to enhance their understanding of compiler development.
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Pros
- Comprehensive and well-structured content
- Step-by-step practical guidance
- Focus on practical use from the start
- Covers advanced optimization techniques
- Highly recommended for computer science students
Cons
- Some readers may find it dense in certain sections
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Features & Benefits
- Learn essential compiler concepts and LLVM infrastructure.
- Understand SSA form, CFG representation, and legality/profitability.
- Master LLVM's pass managers and TableGen backends.
- Utilize LLVM’s debugging tools for enhanced productivity.
- Gain practical guidance on contributing to LLVM and engaging with the community.
- Includes targeted exercises and examples for effective learning.
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