[CPU] Expose more options to CPUCodegenOptions. (#23586) The revision moves `useFastMinMaxOps`, `skipIntermediateRoundings`, `useSoftmaxInterFusion`, and `instrumentMemoryAccesses` to `CPUCodegenOptions`, and hides the remaining developer CLI flags. There are three categories of use cases: - **Users**: They do not need to understand individual flags. The expectation is that they use optimization levels and optional flags recommended by core developers. - **Core developers**: Internal knobs for debugging or testing specific codegen behaviors. These are hidden from `--help` and may change or disappear at any time. - **External developers**: Contributors pushing the boundary on specific targets (e.g., ARM SVE/SME). Their flags need discoverability but are not yet stable. Moving flags related to scalable vectors was considered but ultimately not done because the plumbing would violate layering. For example, `clEnableScalableVectorization` is accessed globally through a free function. It cannot be passed to the encoding materialization pass because that pass should not carry target-specific codegen options. The root cause is that this information is not queryable from the IR. Promoting it to `CPUCodegenOptions` with an `experimental-` prefix was considered, but the layering violation makes it the wrong approach. Thus, it is left where it is. Signed-off-by: hanhanW <hanhan0912@gmail.com>
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 | |
| 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.