Integrate LLVM to llvm/llvm-project@e89dc2172f0d (#24863) Still carries a temporary revert of llvm/llvm-project@202ece62657c from `sm-iree-integrates/llvm-20260821`. Should be dropped in the next integrate via llvm/llvm-project#218693. This cherry-picks an additional hotfix: llvm/llvm-project#219301. Adaptations required: llvm/llvm-project@979b72237338 - `SymbolOpInterface` no longer provides implicit symbol traits, so a bunch of ops need updating with name and visibility properties llvm/llvm-project@180a0fc57c88 - symbol visibility query API has changed llvm/llvm-project@325a853c1264 - using lowered result type for MLIR LLVM int constants llvm/llvm-project@8fe50937417b - attribute ordering for named Linalg ops llvm/llvm-project@ad9dc60252ed - discardable/inherent attribute ordering llvm/llvm-project@bfd1a003fb33 - `alloc_tensor` properties separated out llvm/llvm-project@3e3927f7166c - change in printer defaults for property dictionaries Adaptations to llvm/llvm-project@979b72237338 affect Torch-MLIR, so the `iree-org` fork was advanced to `sm-iree-integrates/torch-20260827` accordingly. Assisted-by: OpenAI Codex --------- Signed-off-by: Artem Gindinson <gindinson@roofline.ai>
IREE (Intermediate Representation Execution Environment, pronounced as “eerie”) is an MLIR-based end-to-end compiler and runtime that lowers Machine Learning (ML) models to a unified IR that scales up to meet the needs of the datacenter and down to satisfy the constraints and special considerations of mobile and edge deployments.
See our website for project details, user guides, and instructions on building from source.
Releases notes are published on GitHub releases.
| Package | Release status |
|---|---|
| GitHub release (stable) | |
| GitHub release (nightly) | |
iree-base-compiler | |
iree-base-runtime |
For more details on the release process, see https://iree.dev/developers/general/release-management/.
| Operating system | Build status |
|---|---|
| Linux | |
| macOS |
For the full list of workflows see https://iree.dev/developers/general/github-actions/.
See our website for more information.
Community meeting recordings: IREE YouTube channel
| Date | Title | Recording | Slides |
|---|---|---|---|
| 2025-06-10 | Data-Tiling in IREE: Achieving High Performance Through Compiler Design (AsiaLLVM) | recording | slides |
| 2025-05-17 | Introduction to GPU architecture and IREE's GPU CodeGen Pipeline | recording | slides |
| 2025-02-12 | The Long Tail of AI: SPIR-V in IREE and MLIR (Vulkanised) | recording | slides |
| 2024-10-01 | Unveiling the Inner Workings of IREE: An MLIR-Based Compiler for Diverse Hardware | recording | |
| 2021-06-09 | IREE Runtime Design Tech Talk | recording | slides |
| 2020-08-20 | IREE CodeGen (MLIR Open Design Meeting) | recording | slides |
| 2020-03-18 | Interactive HAL IR Walkthrough | recording | |
| 2020-01-31 | End-to-end MLIR Workflow in IREE (MLIR Open Design Meeting) | recording | slides |
IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.