NOELLE Offers Empowering LLVM Extensions

Autor: Matni, Angelo, Deiana, Enrico Armenio, Su, Yian, Gross, Lukas, Ghosh, Souradip, Apostolakis, Sotiris, Xu, Ziyang, Tan, Zujun, Chaturvedi, Ishita, August, David I., Campanoni, Simone
Rok vydání: 2021
Předmět:
Druh dokumentu: Working Paper
Popis: Modern and emerging architectures demand increasingly complex compiler analyses and transformations. As the emphasis on compiler infrastructure moves beyond support for peephole optimizations and the extraction of instruction-level parallelism, they should support custom tools designed to meet these demands with higher-level analysis-powered abstractions of wider program scope. This paper introduces NOELLE, a robust open-source domain-independent compilation layer built upon LLVM providing this support. NOELLE is modular and demand-driven, making it easy-to-extend and adaptable to custom-tool-specific needs without unduly wasting compile time and memory. This paper shows the power of NOELLE by presenting a diverse set of ten custom tools built upon it, with a 33.2% to 99.2% reduction in code size (LoC) compared to their counterparts without NOELLE.
Databáze: arXiv