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If we can automatically derive compiler optimizations, we might be able tosidestep some of the substantial engineering challenges involved in creatingand maintaining a high-quality compiler. We developed Souper, a synthesizingsuperoptimizer, to see how far these ideas might be pushed in the context ofLLVM. Along the way, we discovered that Souper's intermediate representationwas sufficiently similar to the one in Microsoft Visual C++ that we appliedSouper to that compiler as well. Shipping, or about-to-ship, versions of bothcompilers contain optimizations suggested by Souper but implemented by hand.Alternately, when Souper is used as a fully automated optimization pass itcompiles a Clang compiler binary that is about 3 MB (4.4%) smaller than the onecompiled by LLVM.

Souper: A Synthesizing Superoptimizer