[Codegen] Remove ROCDL index==i32; add indexIsI64 to OptimizeIntArithmetic (#23948) Integer range analysis now handles narrowing to i32 where safe, making the --iree-rocm-index-bits option (which lowered all ROCDL indices to 32-bit) obsolete. Remove it so the ROCDL path matches NVVM (which always has 64-bit indices at the LLVM conversion level). Add an indexIsI64 option to OptimizeIntArithmeticPass that relaxes the SAFE_INDEX_UNSIGNED_MAX_VALUE guard on signed-to-unsigned conversions for index values. On LLVMGPU targets where index is always 64-bit, this guard is unnecessarily conservative and blocks valid optimizations. For-loop IV narrowing (NarrowSCFForIvToI32 retains its own range checks unconditionally.) Performance impact: on whole models, within the noise floor (as expected, this killed off a few instructions) but there is a consistent minor trend on the torch_models CI that gives a 1.01x geometric mean speedup, so there's not much reason not to do this. Table below. --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
IREE (Intermediate Representation Execution Eenvironment, 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.