Table of Contents

Learning Resources

Resources marked with → are best.

• Introduction
  • → 2019 EuroLLVM Developers’ Meeting: MLIR: Multi-Level Intermediate Representation Compiler Infrastructure
  • → MLIR: A Compiler Infrastructure for the End of Moore’s Law The paper introducing the MLIR framework
    • 7-minute video summary of paper: Read a paper: Multi-level Intermediate Representation (MLIR)
    • Another version of the paper: MLIR: Scaling Compiler Infrastructure for Domain Specific Computation
• MLIR Tutorial
  • → (slides) MLIR Tutorial (LLVM Dev Mtg, 2020)
  • → (video) 2020 LLVM Developers’ Meeting: M. Amini & R. Riddle “MLIR Tutorial”
  • (older slides) MLIR Tutorial (LLVM Developers Meeting, Euro-LLVM 2019)
  • (older slides) MLIR Tutorial (MLIR 4 HPC, 2019)
  • (older video) 2019 EuroLLVM Developers’ Meeting: Mehdi & Vasilache & Zinenko “Building a Compiler with MLIR”
• → Another MLIR Tutorial https://github.com/j2kun/mlir-tutorial
• → How to build a compiler with LLVM and MLIR
• Other articles, posts
  • → Intro to LLVM and MLIR with Rust and Melior
  • → MLIR Notes
  • → Compilers and IRs: LLVM IR, SPIR-V, and MLIR [HN]
  • MLIR: Redefining the compiler infrastructure
  • Pinch: Implementing a borrow-checked language with MLIR
• Official Documentation
  • MLIR Homepage
  • MLIR Language Reference
  • MLIR Compiler Youtube Channel

Talks, Presentations, & Videos

• 2020 LLVM in HPC Workshop: Keynote: MLIR: an Agile Infrastructure for Building a Compiler Ecosystem
• 2021 LLVM Dev Mtg “Representing Concurrency with Graph Regions in MLIR”
• 2022 LLVM Dev Mtg: Paths towards unifying LLVM and MLIR
• 2022 LLVM Dev Mtg: VAST: MLIR for program analysis of C/C++
• 2022 LLVM Dev Mtg: MLIR for Functional Programming
• 2022 EuroLLVM Dev Mtg “Prototyping a Compiler for Homomorphic Encryption Using MLIR”
• cirgen: MLIR based compiler for zk-STARK circuit generation - Frank Laub (RISC Zero)
• Prototyping a compiler for homomorphic encryption using MLIR
  • Slides