The initial blog post in this series captured my overall take on the evolution trends of compilers and IRs. It also touched on LLVM IR, SPIR-V, and MLIR, explaining the problems they are addressing and design focuses thereof. Today I will expand on MLIR and talk about its dialect hierarchy for machine learning (ML) compilers systematically.| Lei.Chat()
在这个系列的首篇文章中我分享了对编译器和中间表示 (IR) 演进趋势的整体理解, 也讨论了 LLVM IR, SPIR-V, 和 MLIR 所要解决的问题以及相应的设计着眼点。 今天对 MLIR 做进一步展开,分析一下机器学习相关的 dialect 体系。| Lei.Chat()