E-BooksPublished by : BeMyLove | Date : 5-01-2026, 14:24 | Views : 3
Bataev A LLVM Compiler for RISC-V Architecture A Unique Approach 2026



Bataev A LLVM Compiler for RISC-V Architecture A Unique Approach 2026 | 2.16 MB

Title: LLVM Compiler for RISC-V Architecture: A Unique Approach to Vectorization
Author: Alexey Bataev




Description:
This book offers a comprehensive introduction to the RISC-V RVV extension and its integration with LLVM-based compilers. It covers the LLVM VPlan-based Loop Vectorizer and SLP Vectorizer, along with additional insights into the clang frontend, OpenMP support, and RVV-specific clang directives provided by SiFive.
Given the limited information currently available on RVV and its support in modern compilers, this book fills a crucial gap. RVV introduces a unique approach to vectorization—Vector Length Agnostic (VLA) vectorization—which stands out from the fixed vectors of x86 and the runtime-defined, yet fixed, ARM-based SVE and SVE2 extensions.
Readers will gain an understanding of RVV-specific VLA-based vectorization support in LLVM-based compilers, which are still under development. The book also provides early insights into the ongoing support for RVV in LLVM.
What You'll Learn

  • Gain foundational knowledge of RISC-V and the RVV extension.
  • Learn design and implementation of LLVM vectorizers.
  • Learn to optimize performance with RVV-specific clang directives.
  • Explore the unique Vector Length Agnostic (VLA) vectorization.
  • Discover the differences between RVV and other vector extensions.


Who This Book Is For

  • For the engineers, who would like to get more info about RISC-V in general and RISC-V Vectorextension particularly.
  • For the developers, trying to get the performance using RVV.
  • For LLVM compiler developers, trying or learn more about vectorization support in LLVM.4.
  • For the students, who learn new about RISC- V, its extensions, interested in compiler development.



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Tags : Bataev, LLVM, Compiler, RISC, Architecture


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