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opensecura / 3p / openxla / iree / 1750e2bfd28f2dd369dd8c4424f87a2f3854ec15
commit1750e2bfd28f2dd369dd8c4424f87a2f3854ec15[log] [tgz]
authorBenoit Jacob <jacob.benoit.1@gmail.com>Mon May 27 17:10:58 2024 -0400
committerGitHub <noreply@github.com>Mon May 27 21:10:58 2024 +0000
tree2698f73adddd8156393808d9360f0ce70f62ccb3
parent051c361f8b33094763a506f640344aed463343a9 [diff]
Integrate LLVM at 855eef2abd81cb8c7543d4748353d5e378fdd4c2 (#17501)

Signed-off-by: Benoit Jacob <jacob.benoit.1@gmail.com>
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README.md

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.

CI Status IREE Discord Status

Project Status

IREE is still in its early phase. We have settled down on the overarching infrastructure and are actively improving various software components as well as project logistics. It is still quite far from ready for everyday use and is made available without any support at the moment. With that said, we welcome any kind of feedback on any communication channels!

Communication Channels

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 IREE Architecture

See our website for more information.

Presentations and Talks

Community meeting recordings: IREE YouTube channel

  • 2021-06-09: IREE Runtime Design Tech Talk (recording and slides)
  • 2020-08-20: IREE CodeGen: MLIR Open Design Meeting Presentation (recording and slides)
  • 2020-03-18: Interactive HAL IR Walkthrough (recording)
  • 2020-01-31: End-to-end MLIR Workflow in IREE: MLIR Open Design Meeting Presentation (recording and slides)

License

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