The Golden Age of Compiler Design in an Era of HW/SW Co-design

笔记摘要,详情参见油管同名演讲视频

End of Moore's Law up with emerging opportunities in HW/SW in DSA/DSL

Hardware is getting harder

  • modern compute acceleration platforms are multi-level and explicit
  • heterogeneous compute incorporating domain-specific accelerators
  • many accelerator IPs are configurable

Next-Gen compilers and PL are needed

  • hardware abstraction spanning diverse accelerators;
  • support for heterogeneous compute platforms;
  • domain-specific languages and programming models;
  • quality, reliability, and scalability of infrastructure

fragmentation of DSL is not good for innovation
extract common places which they may have solutions before, we don't want to reinvent them. Not co-design with Arch..

Modular and subset-able ISA design( RISC-V)
eg: small RV core as the control unit, combined with a large hard-coded domain-specific core

Scalability allows full spectrum of design points
RISC-V Compiler + Kernel Drivers

compilers for hardware, accelerate the HW design process

posted @ 2022-02-02 15:02  HarryPotterIsDead!  阅读(131)  评论(0编辑  收藏  举报