External tutorials

Upstream tutorial ¶

• LLVM - Lighthouse: “In essence, this project should guide you through using MLIR for your own projects, showing the way, but not forcing you to follow a particular path. Essentially, the role of a lighthouse.”

Third-party tutorials ¶

The following lists tutorials and blogs that people have created independently.

Disclaimer: These tutorials and blogs are maintained by third parties and may therefore be out of sync with the upstream implementation. Please do not report bugs upstream (e.g., on Discourse).

• MLIR for beginners — Blog / Repository: A general introduction to MLIR. Resembles the Toy tutorial.

• mlir-tutor: Exercises for learning MLIR.

• MLIR introduction by Stephen Diehl: Focuses on explaining dialects and passes.

• End-to-End MLIR pipeline: Demonstrates how deep learning models can be lowered from an ML framework to executable binaries.