iree-org / iree
A retargetable MLIR-based machine learning compiler and runtime toolkit.
Why this job: topics: jax, tensorflow, machine-learning, pytorch
What it does
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.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 4,012
- +10 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- 2 systems
- Mac, Linux
- Latest tag
- iree-3.13.1
- Released 6 days ago
- Built with
- C++
- 37% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 72% closed
- 1,477 still open
- Pull requests
- 15,350 merged
- 280 waiting
- Releases
- 1,000
- 30+ in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: download files, languages, topics and project record
Download files, iree-3.13.1
- Mac4 files, 12 downloads
- Linux15 files, 67 downloads
Languages
- C++ 37%
- C 30%
- MLIR 24%
- Python 3%
Topics
- mlir
- vulkan
- tensorflow
- spirv
- cuda
- jax
- pytorch
- compiler
- machine-learning
- runtime
- onnx
- rocm
Project record
- JobAI libraries and models
- StatusListed
- Commits20,609
- Forks1,058
- Watching83
- Stars in 28 days+40
- CreatedSep 12, 2019
- First seen by usNov 7, 2026
- CheckedNov 10, 2026