Additional Reading

This section contains pointers to reading material that may be useful for understanding the project.

MLIR

• https://llvm.org/docs/tutorial/MyFirstLanguageFrontend/index.html

• https://mlir.llvm.org/docs/Tutorials/Toy/

• https://www.jeremykun.com/2023/08/10/mlir-getting-started/

• https://arxiv.org/pdf/2002.11054

• https://ieeexplore.ieee.org/abstract/document/9370308

Dialects

• affine dialect

  • Affine map is a really powerful primitive that can be used to describe most data movement patterns.

  • It can also be used to describe memory layouts.

• linalg dialect

• tosa dialect

• tosa spec

• memref dialect

• torch-mlir

• onnx-mlir

• triton-mlir

Tablegen

• docs

• Passes in TableGen

• Ops in TableGen (we use this)

LLVM Testing Framework Tools

• Lit

• Filecheck

Jax
Flatbuffer
Openxla Website
openxla
StableHLO