MLIR
Multi-Level IR Compiler Framework
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Talks and Related Publications
Users of MLIR
Getting Started
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Debugging
FAQ
How to Contribute
Developer Guide
Open Projects
Glossary
Testing Guide
Code Documentation
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Dialects
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'affine' Dialect
'gpu' Dialect
'linalg' Dialect
'llvm' Dialect
'loop' Dialect
'nvvm' Dialect
'omp' Dialect
'quant' Dialect
'rocdl' Dialect
'shape' Dialect
'spv' Dialect
'std' Dialect
'vector' Dialect
Toy
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Chapter 1: Toy Tutorial Introduction
Chapter 2: Emitting Basic MLIR
Chapter 3: High-level Language-Specific Analysis and Transformation
Chapter 4: Enabling Generic Transformation with Interfaces
Chapter 5: Partial Lowering to Lower-Level Dialects for Optimization
Chapter 6: Lowering to LLVM and CodeGeneration
Chapter 7: Adding a Composite Type to Toy
Background: declarative builders API
Conversion to the LLVM Dialect
Creating a Dialect
Dialect Conversion
Introduction and Usage Guide to MLIR's Diagnostics Infrastructure
Introduction to MLIR Interfaces
Introduction to MLIR Operation Traits
Linalg Dialect Rationale: The Case For Compiler-Friendly Custom Operations
MLIR Generic DAG Rewriter Infrastructure
MLIR Passes
MLIR Quantization
MLIR Rationale
MLIR Specification
MLIR: Incremental Application to Graph Algorithms in ML Frameworks
MLIR: The case for a simplified polyhedral form
Operation Canonicalization
Quickstart tutorial to adding MLIR graph rewrite
Quickstart tutorial to defining custom dialect attributes and types
Shape inference
Symbols and Symbol Tables
Table-driven Declarative Rewrite Rule (DRR)
Table-driven Operation Definition Specification (ODS)
Usage of 'Const' in MLIR, for core IR types
Writing a Pass
MLIR
MLIR