LLVM窥视孔优化的终止检查

David Menendez, Santosh Nagarakatte
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引用次数: 9

摘要

主流编译器包含大量的窥视孔优化,这些优化通过局部重写代码对输入程序进行代数简化。这些优化是bug的持久来源。我们最近对Alive(一种用于在LLVM中表达窥视孔优化的领域特定语言)的研究,通过自动验证这些优化的正确性并生成用于LLVM的c++代码,解决了部分问题。本文确定了一类在执行一套窥视孔优化直到一个固定点时出现的非终止错误。一个优化可以撤销套件中另一个优化的效果,从而导致编译不终止。本文(1)提出了一种使用一套窥视孔优化来检测非终止bug的方法;(2)在编写窥视孔优化时确定了确保终止的必要条件;(3)通过生成导致非终止编译的具体输入程序来提供调试支持。我们发现了184个优化序列,涉及38个优化,它们在LLVM中使用live生成的c++代码进行非终止编译。
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Termination-Checking for LLVM Peephole Optimizations
Mainstream compilers contain a large number of peephole optimizations, which perform algebraic simplification of the input program with local rewriting of the code. These optimizations are a persistent source of bugs. Our recent research on Alive, a domain-specific language for expressing peephole optimizations in LLVM, addresses a part of the problem by automatically verifying the correctness of these optimizations and generating C++ code for use with LLVM. This paper identifies a class of non-termination bugs that arise when a suite of peephole optimizations is executed until a fixed point. An optimization can undo the effect of another optimization in the suite, which results in non-terminating compilation. This paper (1) proposes a methodology to detect non-termination bugs with a suite of peephole optimizations, (2) identifies the necessary condition to ensure termination while composing peephole optimizations, and (3) provides debugging support by generating concrete input programs that cause non-terminating compilation. We have discovered 184 optimization sequences, involving 38 optimizations, that cause non-terminating compilation in LLVM with Alive-generated C++ code.
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