iree-org/iree

iree-org/iree has 4,007 GitHub stars and 1,057 forks. GitHot measured +3 stars in 24 hours and +6 in 7 days. Last checked 2026-11-07 15:44 UTC. Last push 2026-11-01.

Comment ces chiffres sont mesurés

Une boîte à outils de compilation et d’exécution pour l’apprentissage automatique, basée sur MLIR et retargetable.

4,007 étoiles 1,057 forks +3 in 24h

Progression mesurée des étoiles

in 24h: +3
in 7 days: +6
in 15 days: Mise à jour retardée
in 1 month: Mise à jour retardée

Variations nettes sur des périodes qui se chevauchent, pas des totaux quotidiens. Les mesures absentes restent vides. Les étoiles indiquent l’intérêt, pas la qualité.

README.md

Original

IREE: Intermediate Representation Execution Environment

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.

Project news

2025-04-02: AMD submitted an IREE-based SDXL implementation to the MLPerf benchmark suite
2024-05-23: IREE joins the LF AI & Data Foundation as a sandbox-stage project

Project status

Release status

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/.

Build status

Nightly build status

Operating system	Build status
Linux
macOS

For the full list of workflows see https://iree.dev/developers/general/github-actions/.

Communication channels

GitHub issues: Feature requests, bugs, and other work tracking
IREE Discord server: Daily development discussions with the core team and collaborators
(New) iree-announce email list: Announcements
(New) iree-technical-discussion email list: General and low-priority discussion
(Legacy) iree-discuss email list: Announcements, general and low-priority discussion

Related project channels

MLIR topic within LLVM Discourse: IREE is enabled by and heavily relies on MLIR. IREE sometimes is referred to in certain MLIR discussions. Useful if you are also interested in MLIR evolution.

Architecture overview

IREE Architecture

See our website for more information.

Presentations and talks

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

License

IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.