报告：编译器的黄金十年（ChrisLattner，2021），附下载

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公众号消息页发送“20221215”可获取报告pdf下载链接

偷个懒，插播一个 MLIR 作者 Chris Lattner 去年在 ASPLOS 的报告《The Golden Age of Compiler Design in an Era of HW/SW Co-design》，简称“编译器的黄金十年”吧。

大神语速比较快，这里顺手找了个字幕。当然了，直接去 油管原地址 更舒适。

虽然大神是最终是想夹带自己的 MLIR 和 CIRCT 这两件私货，但在他这个段位，我更愿意理解为“举贤不避亲”。

里面的一些理念在现在看来仍不过时，且好像都在朝着这些既定方向发展。值得几乎所有软硬件协同设计的相关从业者看看。

这里预览下前两页，

Hardware is getting harder

Modern compute acceleration platforms are multi-level and explicit:

• Scalar, SIMD/Vector, Multi-core, Multi-package, Multi-rack
• Non-coherent memory subsystems increase efficiency
  Heterogeneous compute incorporating domain-specific accelerators
• Standard in high-end SoCs, domain-specific hard blocks in FPGAs
  Many accelerator IPs are configurable:
• Optional extensions, tile / core count, memory hierarchy, etc

Next-Gen compilers and programming language are needed!

We need:

• hardware abstraction spanning diverse accelerators
• support for heterogeneous compute platforms
• domain specific languages and programming models
• quality, reliability, and scalability of infrastructure
  This opportunity is beckoning a golden age in compiler and PL technology!

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